warning: commands will be executed using /bin/sh
job 2574 at Sat Mar 29 19:50:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140327/YutaMouse20-140327/YutaMouse20-140327
ElecNo	1
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 2572252 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 857417 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45585 members 
Mstep: Class 2 contains 45257 members 
Mstep: Class 3 contains 45216 members 
Mstep: Class 4 contains 44949 members 
Mstep: Class 5 contains 44962 members 
Mstep: Class 6 contains 44928 members 
Mstep: Class 7 contains 44995 members 
Mstep: Class 8 contains 45163 members 
Mstep: Class 9 contains 44793 members 
Mstep: Class 10 contains 45009 members 
Mstep: Class 11 contains 45595 members 
Mstep: Class 12 contains 44870 members 
Mstep: Class 13 contains 45132 members 
Mstep: Class 14 contains 45374 members 
Mstep: Class 15 contains 45101 members 
Mstep: Class 16 contains 45374 members 
Mstep: Class 17 contains 45050 members 
Mstep: Class 18 contains 44858 members 
Mstep: Class 19 contains 45206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 451.632812 but Gain 3388.097656
Score: -100706200.000000 Penalty: 60985.734375
Iteration 0F: 19 clusters Score -1.007062e+08 nChanged 809604
Entering Unmasked Mstep 
Mstep: Class 0 contains 2483 members 
Mstep: Class 1 contains 67369 members 
Mstep: Class 2 contains 37107 members 
Mstep: Class 3 contains 62375 members 
Mstep: Class 5 contains 18213 members 
Mstep: Class 6 contains 73635 members 
Mstep: Class 7 contains 52585 members 
Mstep: Class 8 contains 37030 members 
Mstep: Class 9 contains 4557 members 
Mstep: Class 10 contains 25980 members 
Mstep: Class 11 contains 75430 members 
Mstep: Class 12 contains 20114 members 
Mstep: Class 13 contains 74493 members 
Mstep: Class 14 contains 28220 members 
Mstep: Class 15 contains 72712 members 
Mstep: Class 16 contains 79433 members 
Mstep: Class 17 contains 20884 members 
Mstep: Class 18 contains 23152 members 
Mstep: Class 19 contains 81645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103370168.000000 Penalty: 60985.734375
Iteration 1F: 19 clusters Score -1.033702e+08 nChanged 320169
Entering Unmasked Mstep 
Mstep: Class 0 contains 205 members 
Mstep: Class 1 contains 75333 members 
Mstep: Class 2 contains 35228 members 
Mstep: Class 3 contains 75863 members 
Mstep: Class 5 contains 11434 members 
Mstep: Class 6 contains 48083 members 
Mstep: Class 7 contains 48453 members 
Mstep: Class 8 contains 22059 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 23999 members 
Mstep: Class 11 contains 71699 members 
Mstep: Class 12 contains 22923 members 
Mstep: Class 13 contains 89366 members 
Mstep: Class 14 contains 20646 members 
Mstep: Class 15 contains 73610 members 
Mstep: Class 16 contains 102254 members 
Mstep: Class 17 contains 14248 members 
Mstep: Class 18 contains 20532 members 
Mstep: Class 19 contains 95848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103993824.000000 Penalty: 60985.734375
Iteration 2F: 19 clusters Score -1.039938e+08 nChanged 197894
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 90505 members 
Mstep: Class 2 contains 27679 members 
Mstep: Class 3 contains 72359 members 
Mstep: Class 5 contains 7231 members 
Mstep: Class 6 contains 36473 members 
Mstep: Class 7 contains 57505 members 
Mstep: Class 8 contains 12746 members 
Mstep: Class 9 contains 3216 members 
Mstep: Class 10 contains 18221 members 
Mstep: Class 11 contains 66514 members 
Mstep: Class 12 contains 29092 members 
Mstep: Class 13 contains 94418 members 
Mstep: Class 14 contains 12614 members 
Mstep: Class 15 contains 73915 members 
Mstep: Class 16 contains 123060 members 
Mstep: Class 17 contains 12066 members 
Mstep: Class 18 contains 16093 members 
Mstep: Class 19 contains 103665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104195024.000000 Penalty: 60985.734375
Iteration 3F: 19 clusters Score -1.04195e+08 nChanged 143423
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 101071 members 
Mstep: Class 2 contains 19912 members 
Mstep: Class 3 contains 65680 members 
Mstep: Class 5 contains 4900 members 
Mstep: Class 6 contains 32370 members 
Mstep: Class 7 contains 61689 members 
Mstep: Class 8 contains 6905 members 
Mstep: Class 9 contains 2905 members 
Mstep: Class 10 contains 12823 members 
Mstep: Class 11 contains 59679 members 
Mstep: Class 12 contains 35308 members 
Mstep: Class 13 contains 97775 members 
Mstep: Class 14 contains 7202 members 
Mstep: Class 15 contains 76211 members 
Mstep: Class 16 contains 138627 members 
Mstep: Class 17 contains 10031 members 
Mstep: Class 18 contains 13190 members 
Mstep: Class 19 contains 111107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104314176.000000 Penalty: 60985.734375
Iteration 4F: 19 clusters Score -1.043142e+08 nChanged 109394
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 106797 members 
Mstep: Class 2 contains 13943 members 
Mstep: Class 3 contains 58965 members 
Mstep: Class 5 contains 3787 members 
Mstep: Class 6 contains 30724 members 
Mstep: Class 7 contains 62894 members 
Mstep: Class 8 contains 3619 members 
Mstep: Class 9 contains 2848 members 
Mstep: Class 10 contains 9054 members 
Mstep: Class 11 contains 50968 members 
Mstep: Class 12 contains 41579 members 
Mstep: Class 13 contains 100723 members 
Mstep: Class 14 contains 4015 members 
Mstep: Class 15 contains 79255 members 
Mstep: Class 16 contains 150401 members 
Mstep: Class 17 contains 8032 members 
Mstep: Class 18 contains 11983 members 
Mstep: Class 19 contains 117804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2464.625732 but Gain 3388.093750
Score: -104397520.000000 Penalty: 57597.640625
Iteration 5F: 18 clusters Score -1.043975e+08 nChanged 89010
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 109203 members 
Mstep: Class 2 contains 9712 members 
Mstep: Class 3 contains 54011 members 
Mstep: Class 5 contains 3464 members 
Mstep: Class 6 contains 29914 members 
Mstep: Class 7 contains 63326 members 
Mstep: Class 8 contains 2122 members 
Mstep: Class 9 contains 2817 members 
Mstep: Class 10 contains 6540 members 
Mstep: Class 11 contains 42224 members 
Mstep: Class 12 contains 46786 members 
Mstep: Class 13 contains 103701 members 
Mstep: Class 15 contains 82162 members 
Mstep: Class 16 contains 158649 members 
Mstep: Class 17 contains 6417 members 
Mstep: Class 18 contains 11767 members 
Mstep: Class 19 contains 124579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 3163.041016 but Gain 3388.097656
Score: -104459480.000000 Penalty: 54209.542969
Iteration 6F: 17 clusters Score -1.044595e+08 nChanged 73773
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 109345 members 
Mstep: Class 2 contains 6873 members 
Mstep: Class 3 contains 51250 members 
Mstep: Class 5 contains 3553 members 
Mstep: Class 6 contains 29242 members 
Mstep: Class 7 contains 63168 members 
Mstep: Class 9 contains 2818 members 
Mstep: Class 10 contains 4897 members 
Mstep: Class 11 contains 34383 members 
Mstep: Class 12 contains 50663 members 
Mstep: Class 13 contains 105581 members 
Mstep: Class 15 contains 83577 members 
Mstep: Class 16 contains 163588 members 
Mstep: Class 17 contains 5184 members 
Mstep: Class 18 contains 11804 members 
Mstep: Class 19 contains 131472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104506096.000000 Penalty: 54209.542969
Iteration 7F: 17 clusters Score -1.045061e+08 nChanged 63662
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 107169 members 
Mstep: Class 2 contains 4939 members 
Mstep: Class 3 contains 50743 members 
Mstep: Class 5 contains 3924 members 
Mstep: Class 6 contains 28404 members 
Mstep: Class 7 contains 62671 members 
Mstep: Class 9 contains 2808 members 
Mstep: Class 10 contains 3785 members 
Mstep: Class 11 contains 28349 members 
Mstep: Class 12 contains 53013 members 
Mstep: Class 13 contains 106010 members 
Mstep: Class 15 contains 83950 members 
Mstep: Class 16 contains 166122 members 
Mstep: Class 17 contains 4309 members 
Mstep: Class 18 contains 11853 members 
Mstep: Class 19 contains 139350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 3374.704590 but Gain 3388.097656
Score: -104543256.000000 Penalty: 50821.445312
Iteration 8F: 16 clusters Score -1.045433e+08 nChanged 60166
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 104024 members 
Mstep: Class 2 contains 3726 members 
Mstep: Class 3 contains 51624 members 
Mstep: Class 5 contains 4428 members 
Mstep: Class 6 contains 27413 members 
Mstep: Class 7 contains 62069 members 
Mstep: Class 9 contains 2805 members 
Mstep: Class 11 contains 24496 members 
Mstep: Class 12 contains 54445 members 
Mstep: Class 13 contains 105115 members 
Mstep: Class 15 contains 84043 members 
Mstep: Class 16 contains 167108 members 
Mstep: Class 17 contains 3768 members 
Mstep: Class 18 contains 12423 members 
Mstep: Class 19 contains 149913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 3214.031738 but Gain 3388.093750
Score: -104579560.000000 Penalty: 47433.351562
Iteration 9F: 15 clusters Score -1.045796e+08 nChanged 55481
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 100984 members 
Mstep: Class 3 contains 52973 members 
Mstep: Class 5 contains 4970 members 
Mstep: Class 6 contains 26525 members 
Mstep: Class 7 contains 61266 members 
Mstep: Class 9 contains 2804 members 
Mstep: Class 11 contains 21999 members 
Mstep: Class 12 contains 55235 members 
Mstep: Class 13 contains 103095 members 
Mstep: Class 15 contains 83873 members 
Mstep: Class 16 contains 165635 members 
Mstep: Class 17 contains 3383 members 
Mstep: Class 18 contains 12362 members 
Mstep: Class 19 contains 162296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104609680.000000 Penalty: 47433.351562
Iteration 10F: 15 clusters Score -1.046097e+08 nChanged 47966
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 96729 members 
Mstep: Class 3 contains 54197 members 
Mstep: Class 5 contains 5468 members 
Mstep: Class 6 contains 25765 members 
Mstep: Class 7 contains 60480 members 
Mstep: Class 9 contains 2806 members 
Mstep: Class 11 contains 20421 members 
Mstep: Class 12 contains 55672 members 
Mstep: Class 13 contains 99133 members 
Mstep: Class 15 contains 83457 members 
Mstep: Class 16 contains 161863 members 
Mstep: Class 17 contains 3107 members 
Mstep: Class 18 contains 12175 members 
Mstep: Class 19 contains 176127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104631792.000000 Penalty: 47433.351562
Iteration 11F: 15 clusters Score -1.046318e+08 nChanged 43096
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 92718 members 
Mstep: Class 3 contains 55233 members 
Mstep: Class 5 contains 5888 members 
Mstep: Class 6 contains 25098 members 
Mstep: Class 7 contains 59796 members 
Mstep: Class 9 contains 2804 members 
Mstep: Class 11 contains 19384 members 
Mstep: Class 12 contains 55877 members 
Mstep: Class 13 contains 94340 members 
Mstep: Class 15 contains 83073 members 
Mstep: Class 16 contains 157238 members 
Mstep: Class 17 contains 2925 members 
Mstep: Class 18 contains 11816 members 
Mstep: Class 19 contains 191210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104649880.000000 Penalty: 47433.351562
Iteration 12F: 15 clusters Score -1.046499e+08 nChanged 38764
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 89091 members 
Mstep: Class 3 contains 56070 members 
Mstep: Class 5 contains 6230 members 
Mstep: Class 6 contains 24590 members 
Mstep: Class 7 contains 59258 members 
Mstep: Class 9 contains 2804 members 
Mstep: Class 11 contains 18550 members 
Mstep: Class 12 contains 55928 members 
Mstep: Class 13 contains 88993 members 
Mstep: Class 15 contains 82642 members 
Mstep: Class 16 contains 152376 members 
Mstep: Class 17 contains 2794 members 
Mstep: Class 18 contains 11415 members 
Mstep: Class 19 contains 206659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104664632.000000 Penalty: 47433.351562
Iteration 13Q: 15 clusters Score -1.046646e+08 nChanged 35362
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 85720 members 
Mstep: Class 3 contains 56959 members 
Mstep: Class 5 contains 6500 members 
Mstep: Class 6 contains 24230 members 
Mstep: Class 7 contains 58752 members 
Mstep: Class 9 contains 2805 members 
Mstep: Class 11 contains 17799 members 
Mstep: Class 12 contains 56064 members 
Mstep: Class 13 contains 83455 members 
Mstep: Class 15 contains 81702 members 
Mstep: Class 16 contains 147630 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 10932 members 
Mstep: Class 19 contains 222156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104673704.000000 Penalty: 47433.351562
Iteration 14Q: 15 clusters Score -1.046737e+08 nChanged 32701
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 82773 members 
Mstep: Class 3 contains 57790 members 
Mstep: Class 5 contains 6671 members 
Mstep: Class 6 contains 23967 members 
Mstep: Class 7 contains 58223 members 
Mstep: Class 9 contains 2804 members 
Mstep: Class 11 contains 17126 members 
Mstep: Class 12 contains 56356 members 
Mstep: Class 13 contains 78278 members 
Mstep: Class 15 contains 80489 members 
Mstep: Class 16 contains 143519 members 
Mstep: Class 17 contains 2628 members 
Mstep: Class 18 contains 10488 members 
Mstep: Class 19 contains 236289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104678792.000000 Penalty: 47433.351562
Iteration 15Q: 15 clusters Score -1.046788e+08 nChanged 29037
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 80261 members 
Mstep: Class 3 contains 58637 members 
Mstep: Class 5 contains 6780 members 
Mstep: Class 6 contains 23796 members 
Mstep: Class 7 contains 57814 members 
Mstep: Class 9 contains 2804 members 
Mstep: Class 11 contains 16607 members 
Mstep: Class 12 contains 56624 members 
Mstep: Class 13 contains 74155 members 
Mstep: Class 15 contains 79262 members 
Mstep: Class 16 contains 140051 members 
Mstep: Class 17 contains 2576 members 
Mstep: Class 18 contains 10103 members 
Mstep: Class 19 contains 247931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104681192.000000 Penalty: 47433.351562
Iteration 16Q: 15 clusters Score -1.046812e+08 nChanged 25032
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 78197 members 
Mstep: Class 3 contains 59556 members 
Mstep: Class 5 contains 6839 members 
Mstep: Class 6 contains 23664 members 
Mstep: Class 7 contains 57428 members 
Mstep: Class 9 contains 2803 members 
Mstep: Class 11 contains 16197 members 
Mstep: Class 12 contains 56911 members 
Mstep: Class 13 contains 71348 members 
Mstep: Class 15 contains 78442 members 
Mstep: Class 16 contains 137515 members 
Mstep: Class 17 contains 2547 members 
Mstep: Class 18 contains 9741 members 
Mstep: Class 19 contains 256213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104682808.000000 Penalty: 47433.351562
Iteration 17Q: 15 clusters Score -1.046828e+08 nChanged 21256
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 76501 members 
Mstep: Class 3 contains 60617 members 
Mstep: Class 5 contains 6871 members 
Mstep: Class 6 contains 23583 members 
Mstep: Class 7 contains 57067 members 
Mstep: Class 9 contains 2802 members 
Mstep: Class 11 contains 15904 members 
Mstep: Class 12 contains 57150 members 
Mstep: Class 13 contains 69890 members 
Mstep: Class 15 contains 77955 members 
Mstep: Class 16 contains 135666 members 
Mstep: Class 17 contains 2527 members 
Mstep: Class 18 contains 9398 members 
Mstep: Class 19 contains 261470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104683240.000000 Penalty: 47433.351562
Iteration 18Q: 15 clusters Score -1.046832e+08 nChanged 18336
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 75083 members 
Mstep: Class 3 contains 61585 members 
Mstep: Class 5 contains 6881 members 
Mstep: Class 6 contains 23505 members 
Mstep: Class 7 contains 56848 members 
Mstep: Class 9 contains 2802 members 
Mstep: Class 11 contains 15849 members 
Mstep: Class 12 contains 57402 members 
Mstep: Class 13 contains 69445 members 
Mstep: Class 15 contains 77935 members 
Mstep: Class 16 contains 134504 members 
Mstep: Class 17 contains 2524 members 
Mstep: Class 18 contains 9038 members 
Mstep: Class 19 contains 264000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104683344.000000 Penalty: 47433.351562
Iteration 19Q: 15 clusters Score -1.046833e+08 nChanged 15726
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 73903 members 
Mstep: Class 3 contains 62533 members 
Mstep: Class 5 contains 6849 members 
Mstep: Class 6 contains 23456 members 
Mstep: Class 7 contains 56710 members 
Mstep: Class 9 contains 2802 members 
Mstep: Class 11 contains 15939 members 
Mstep: Class 12 contains 57638 members 
Mstep: Class 13 contains 69846 members 
Mstep: Class 15 contains 78282 members 
Mstep: Class 16 contains 133776 members 
Mstep: Class 17 contains 2519 members 
Mstep: Class 18 contains 8630 members 
Mstep: Class 19 contains 264518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104684280.000000 Penalty: 47433.351562
Iteration 20F: 15 clusters Score -1.046843e+08 nChanged 13673
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 72950 members 
Mstep: Class 3 contains 63424 members 
Mstep: Class 5 contains 6783 members 
Mstep: Class 6 contains 23433 members 
Mstep: Class 7 contains 56669 members 
Mstep: Class 9 contains 2802 members 
Mstep: Class 11 contains 16138 members 
Mstep: Class 12 contains 57828 members 
Mstep: Class 13 contains 70884 members 
Mstep: Class 15 contains 78879 members 
Mstep: Class 16 contains 133343 members 
Mstep: Class 17 contains 2508 members 
Mstep: Class 18 contains 8219 members 
Mstep: Class 19 contains 263541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104685064.000000 Penalty: 47433.351562
Iteration 21Q: 15 clusters Score -1.046851e+08 nChanged 12050
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 72167 members 
Mstep: Class 3 contains 64156 members 
Mstep: Class 5 contains 6696 members 
Mstep: Class 6 contains 23426 members 
Mstep: Class 7 contains 56679 members 
Mstep: Class 9 contains 2803 members 
Mstep: Class 11 contains 16410 members 
Mstep: Class 12 contains 58028 members 
Mstep: Class 13 contains 72362 members 
Mstep: Class 15 contains 79575 members 
Mstep: Class 16 contains 133169 members 
Mstep: Class 17 contains 2493 members 
Mstep: Class 18 contains 7829 members 
Mstep: Class 19 contains 261608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104685784.000000 Penalty: 47433.351562
Iteration 22Q: 15 clusters Score -1.046858e+08 nChanged 11023
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 71497 members 
Mstep: Class 3 contains 64791 members 
Mstep: Class 5 contains 6576 members 
Mstep: Class 6 contains 23413 members 
Mstep: Class 7 contains 56746 members 
Mstep: Class 9 contains 2803 members 
Mstep: Class 11 contains 16746 members 
Mstep: Class 12 contains 58188 members 
Mstep: Class 13 contains 74183 members 
Mstep: Class 15 contains 80350 members 
Mstep: Class 16 contains 133026 members 
Mstep: Class 17 contains 2486 members 
Mstep: Class 18 contains 7526 members 
Mstep: Class 19 contains 259070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104686816.000000 Penalty: 47433.351562
Iteration 23Q: 15 clusters Score -1.046868e+08 nChanged 10419
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 70900 members 
Mstep: Class 3 contains 65279 members 
Mstep: Class 5 contains 6439 members 
Mstep: Class 6 contains 23381 members 
Mstep: Class 7 contains 56844 members 
Mstep: Class 9 contains 2803 members 
Mstep: Class 11 contains 17095 members 
Mstep: Class 12 contains 58319 members 
Mstep: Class 13 contains 76362 members 
Mstep: Class 15 contains 81320 members 
Mstep: Class 16 contains 132906 members 
Mstep: Class 17 contains 2479 members 
Mstep: Class 18 contains 7249 members 
Mstep: Class 19 contains 256025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104687640.000000 Penalty: 47433.351562
Iteration 24Q: 15 clusters Score -1.046876e+08 nChanged 10053
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 70334 members 
Mstep: Class 3 contains 65641 members 
Mstep: Class 5 contains 6318 members 
Mstep: Class 6 contains 23352 members 
Mstep: Class 7 contains 56980 members 
Mstep: Class 9 contains 2803 members 
Mstep: Class 11 contains 17372 members 
Mstep: Class 12 contains 58453 members 
Mstep: Class 13 contains 78838 members 
Mstep: Class 15 contains 82364 members 
Mstep: Class 16 contains 132804 members 
Mstep: Class 17 contains 2473 members 
Mstep: Class 18 contains 7054 members 
Mstep: Class 19 contains 252615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104688808.000000 Penalty: 47433.351562
Iteration 25Q: 15 clusters Score -1.046888e+08 nChanged 9877
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 69831 members 
Mstep: Class 3 contains 65837 members 
Mstep: Class 5 contains 6203 members 
Mstep: Class 6 contains 23312 members 
Mstep: Class 7 contains 57105 members 
Mstep: Class 9 contains 2803 members 
Mstep: Class 11 contains 17662 members 
Mstep: Class 12 contains 58616 members 
Mstep: Class 13 contains 81605 members 
Mstep: Class 15 contains 83525 members 
Mstep: Class 16 contains 132703 members 
Mstep: Class 17 contains 2468 members 
Mstep: Class 18 contains 6956 members 
Mstep: Class 19 contains 248775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104690352.000000 Penalty: 47433.351562
Iteration 26Q: 15 clusters Score -1.046904e+08 nChanged 9632
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 69398 members 
Mstep: Class 3 contains 65768 members 
Mstep: Class 5 contains 6113 members 
Mstep: Class 6 contains 23295 members 
Mstep: Class 7 contains 57253 members 
Mstep: Class 9 contains 2802 members 
Mstep: Class 11 contains 17960 members 
Mstep: Class 12 contains 58831 members 
Mstep: Class 13 contains 84581 members 
Mstep: Class 15 contains 84687 members 
Mstep: Class 16 contains 132542 members 
Mstep: Class 17 contains 2462 members 
Mstep: Class 18 contains 6894 members 
Mstep: Class 19 contains 244815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104691776.000000 Penalty: 47433.351562
Iteration 27Q: 15 clusters Score -1.046918e+08 nChanged 9659
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 68994 members 
Mstep: Class 3 contains 65545 members 
Mstep: Class 5 contains 6026 members 
Mstep: Class 6 contains 23283 members 
Mstep: Class 7 contains 57399 members 
Mstep: Class 9 contains 2802 members 
Mstep: Class 11 contains 18197 members 
Mstep: Class 12 contains 59099 members 
Mstep: Class 13 contains 87728 members 
Mstep: Class 15 contains 85841 members 
Mstep: Class 16 contains 132293 members 
Mstep: Class 17 contains 2458 members 
Mstep: Class 18 contains 6939 members 
Mstep: Class 19 contains 240797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104692624.000000 Penalty: 47433.351562
Iteration 28Q: 15 clusters Score -1.046926e+08 nChanged 9371
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 68614 members 
Mstep: Class 3 contains 65119 members 
Mstep: Class 5 contains 5947 members 
Mstep: Class 6 contains 23266 members 
Mstep: Class 7 contains 57570 members 
Mstep: Class 9 contains 2802 members 
Mstep: Class 11 contains 18384 members 
Mstep: Class 12 contains 59439 members 
Mstep: Class 13 contains 91056 members 
Mstep: Class 15 contains 86976 members 
Mstep: Class 16 contains 131986 members 
Mstep: Class 17 contains 2456 members 
Mstep: Class 18 contains 7031 members 
Mstep: Class 19 contains 236755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104694112.000000 Penalty: 47433.351562
Iteration 29Q: 15 clusters Score -1.046941e+08 nChanged 9543
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 68249 members 
Mstep: Class 3 contains 64582 members 
Mstep: Class 5 contains 5848 members 
Mstep: Class 6 contains 23242 members 
Mstep: Class 7 contains 57749 members 
Mstep: Class 9 contains 2802 members 
Mstep: Class 11 contains 18553 members 
Mstep: Class 12 contains 59855 members 
Mstep: Class 13 contains 94583 members 
Mstep: Class 15 contains 88094 members 
Mstep: Class 16 contains 131610 members 
Mstep: Class 17 contains 2456 members 
Mstep: Class 18 contains 7195 members 
Mstep: Class 19 contains 232583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104695728.000000 Penalty: 47433.351562
Iteration 30Q: 15 clusters Score -1.046957e+08 nChanged 9393
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 67897 members 
Mstep: Class 3 contains 63881 members 
Mstep: Class 5 contains 5770 members 
Mstep: Class 6 contains 23223 members 
Mstep: Class 7 contains 57909 members 
Mstep: Class 9 contains 2802 members 
Mstep: Class 11 contains 18696 members 
Mstep: Class 12 contains 60263 members 
Mstep: Class 13 contains 98356 members 
Mstep: Class 15 contains 89096 members 
Mstep: Class 16 contains 131149 members 
Mstep: Class 17 contains 2457 members 
Mstep: Class 18 contains 7382 members 
Mstep: Class 19 contains 228520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104696872.000000 Penalty: 47433.351562
Iteration 31Q: 15 clusters Score -1.046969e+08 nChanged 9425
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 67553 members 
Mstep: Class 3 contains 63064 members 
Mstep: Class 5 contains 5714 members 
Mstep: Class 6 contains 23187 members 
Mstep: Class 7 contains 58054 members 
Mstep: Class 9 contains 2802 members 
Mstep: Class 11 contains 18827 members 
Mstep: Class 12 contains 60708 members 
Mstep: Class 13 contains 102395 members 
Mstep: Class 15 contains 89958 members 
Mstep: Class 16 contains 130590 members 
Mstep: Class 17 contains 2455 members 
Mstep: Class 18 contains 7579 members 
Mstep: Class 19 contains 224515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104698160.000000 Penalty: 47433.351562
Iteration 32Q: 15 clusters Score -1.046982e+08 nChanged 9118
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 67249 members 
Mstep: Class 3 contains 62218 members 
Mstep: Class 5 contains 5668 members 
Mstep: Class 6 contains 23166 members 
Mstep: Class 7 contains 58211 members 
Mstep: Class 9 contains 2803 members 
Mstep: Class 11 contains 18956 members 
Mstep: Class 12 contains 61176 members 
Mstep: Class 13 contains 106441 members 
Mstep: Class 15 contains 90755 members 
Mstep: Class 16 contains 129895 members 
Mstep: Class 17 contains 2456 members 
Mstep: Class 18 contains 7752 members 
Mstep: Class 19 contains 220655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104699984.000000 Penalty: 47433.351562
Iteration 33Q: 15 clusters Score -1.047e+08 nChanged 8998
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66962 members 
Mstep: Class 3 contains 61254 members 
Mstep: Class 5 contains 5653 members 
Mstep: Class 6 contains 23138 members 
Mstep: Class 7 contains 58392 members 
Mstep: Class 9 contains 2802 members 
Mstep: Class 11 contains 19062 members 
Mstep: Class 12 contains 61626 members 
Mstep: Class 13 contains 110569 members 
Mstep: Class 15 contains 91472 members 
Mstep: Class 16 contains 129093 members 
Mstep: Class 17 contains 2453 members 
Mstep: Class 18 contains 7986 members 
Mstep: Class 19 contains 216939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104701360.000000 Penalty: 47433.351562
Iteration 34Q: 15 clusters Score -1.047014e+08 nChanged 8974
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66730 members 
Mstep: Class 3 contains 60252 members 
Mstep: Class 5 contains 5661 members 
Mstep: Class 6 contains 23140 members 
Mstep: Class 7 contains 58545 members 
Mstep: Class 9 contains 2802 members 
Mstep: Class 11 contains 19187 members 
Mstep: Class 12 contains 62059 members 
Mstep: Class 13 contains 114775 members 
Mstep: Class 15 contains 92135 members 
Mstep: Class 16 contains 128243 members 
Mstep: Class 17 contains 2453 members 
Mstep: Class 18 contains 8194 members 
Mstep: Class 19 contains 213225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104702800.000000 Penalty: 47433.351562
Iteration 35Q: 15 clusters Score -1.047028e+08 nChanged 8737
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66521 members 
Mstep: Class 3 contains 59239 members 
Mstep: Class 5 contains 5709 members 
Mstep: Class 6 contains 23120 members 
Mstep: Class 7 contains 58639 members 
Mstep: Class 9 contains 2802 members 
Mstep: Class 11 contains 19305 members 
Mstep: Class 12 contains 62496 members 
Mstep: Class 13 contains 118908 members 
Mstep: Class 15 contains 92781 members 
Mstep: Class 16 contains 127368 members 
Mstep: Class 17 contains 2455 members 
Mstep: Class 18 contains 8348 members 
Mstep: Class 19 contains 209710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104704600.000000 Penalty: 47433.351562
Iteration 36Q: 15 clusters Score -1.047046e+08 nChanged 8304
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66294 members 
Mstep: Class 3 contains 58164 members 
Mstep: Class 5 contains 5749 members 
Mstep: Class 6 contains 23113 members 
Mstep: Class 7 contains 58751 members 
Mstep: Class 9 contains 2803 members 
Mstep: Class 11 contains 19418 members 
Mstep: Class 12 contains 62936 members 
Mstep: Class 13 contains 123000 members 
Mstep: Class 15 contains 93266 members 
Mstep: Class 16 contains 126437 members 
Mstep: Class 17 contains 2455 members 
Mstep: Class 18 contains 8506 members 
Mstep: Class 19 contains 206509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104705992.000000 Penalty: 47433.351562
Iteration 37Q: 15 clusters Score -1.04706e+08 nChanged 8220
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 66077 members 
Mstep: Class 3 contains 57190 members 
Mstep: Class 5 contains 5792 members 
Mstep: Class 6 contains 23107 members 
Mstep: Class 7 contains 58825 members 
Mstep: Class 9 contains 2803 members 
Mstep: Class 11 contains 19522 members 
Mstep: Class 12 contains 63338 members 
Mstep: Class 13 contains 127101 members 
Mstep: Class 15 contains 93590 members 
Mstep: Class 16 contains 125481 members 
Mstep: Class 17 contains 2457 members 
Mstep: Class 18 contains 8618 members 
Mstep: Class 19 contains 203500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104707400.000000 Penalty: 47433.351562
Iteration 38Q: 15 clusters Score -1.047074e+08 nChanged 8058
Entering ConstructFrom: 
Score: -104707400.000000 Penalty: 47433.351562
Entering ConstructFrom: 
Trying to split cluster 1 (65876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65876 members 
Entering Unmasked Estep 
Score: -7925793.000000 Penalty: 2751.691406
	Iteration 0F: 2 clusters Score -7925793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32753 members 
Mstep: Class 2 contains 33123 members 
Entering Unmasked Estep 
Score: -7881630.000000 Penalty: 5503.382812
	Iteration 0F: 3 clusters Score -7881630 nChanged 30596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31139 members 
Mstep: Class 2 contains 34737 members 
Entering Unmasked Estep 
Score: -7899475.500000 Penalty: 5503.382812
	Iteration 1F: 3 clusters Score -7899476 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30461 members 
Mstep: Class 2 contains 35415 members 
Entering Unmasked Estep 
Score: -7902031.500000 Penalty: 5503.382812
	Iteration 2Q: 3 clusters Score -7902032 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 35512 members 
Entering Unmasked Estep 
Score: -7905269.000000 Penalty: 5503.382812
	Iteration 3F: 3 clusters Score -7905269 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -7908435.500000 Penalty: 5503.382812
	Iteration 4F: 3 clusters Score -7908436 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
Score: -7911546.500000 Penalty: 5503.382812
	Iteration 5F: 3 clusters Score -7911546 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -7914622.000000 Penalty: 5503.382812
	Iteration 6F: 3 clusters Score -7914622 nChanged 4644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38784 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -7917350.500000 Penalty: 5503.382812
	Iteration 7F: 3 clusters Score -7917350 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41458 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -7919357.500000 Penalty: 5503.382812
	Iteration 8F: 3 clusters Score -7919358 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43685 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -7920611.500000 Penalty: 5503.382812
	Iteration 9Q: 3 clusters Score -7920612 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45556 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -7921478.500000 Penalty: 5503.382812
	Iteration 10Q: 3 clusters Score -7921478 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47311 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -7922220.000000 Penalty: 5503.382812
	Iteration 11Q: 3 clusters Score -7922220 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48984 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -7922936.000000 Penalty: 5503.382812
	Iteration 12Q: 3 clusters Score -7922936 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50621 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -7923699.500000 Penalty: 5503.382812
	Iteration 13Q: 3 clusters Score -7923700 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52328 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -7924613.000000 Penalty: 5503.382812
	Iteration 14Q: 3 clusters Score -7924613 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54061 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -7925674.500000 Penalty: 5503.382812
	Iteration 15Q: 3 clusters Score -7925674 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55798 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -7927025.500000 Penalty: 5503.382812
	Iteration 16Q: 3 clusters Score -7927026 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57392 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -7928260.500000 Penalty: 5503.382812
	Iteration 17Q: 3 clusters Score -7928260 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58601 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -7929114.000000 Penalty: 5503.382812
	Iteration 18Q: 3 clusters Score -7929114 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59411 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -7929605.500000 Penalty: 5503.382812
	Iteration 19Q: 3 clusters Score -7929606 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59974 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -7930087.500000 Penalty: 5503.382812
	Iteration 20F: 3 clusters Score -7930088 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60476 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -7930346.000000 Penalty: 5503.382812
	Iteration 21Q: 3 clusters Score -7930346 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60862 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -7930473.000000 Penalty: 5503.382812
	Iteration 22Q: 3 clusters Score -7930473 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61142 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -7930569.500000 Penalty: 5503.382812
	Iteration 23Q: 3 clusters Score -7930570 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61373 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -7930664.000000 Penalty: 5503.382812
	Iteration 24Q: 3 clusters Score -7930664 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61545 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -7930703.500000 Penalty: 5503.382812
	Iteration 25Q: 3 clusters Score -7930704 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61667 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -7930741.500000 Penalty: 5503.382812
	Iteration 26Q: 3 clusters Score -7930742 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61751 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -7930760.500000 Penalty: 5503.382812
	Iteration 27Q: 3 clusters Score -7930760 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61809 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -7930745.000000 Penalty: 5503.382812
	Iteration 28Q: 3 clusters Score -7930745 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61836 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -7930743.000000 Penalty: 5503.382812
	Iteration 29Q: 3 clusters Score -7930743 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61860 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -7930754.500000 Penalty: 5503.382812
	Iteration 30Q: 3 clusters Score -7930754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61870 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -7930758.000000 Penalty: 5503.382812
	Iteration 31Q: 3 clusters Score -7930758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61876 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -7930752.000000 Penalty: 5503.382812
	Iteration 32Q: 3 clusters Score -7930752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61885 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -7930752.500000 Penalty: 5503.382812
	Iteration 33Q: 3 clusters Score -7930752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61895 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -7930760.500000 Penalty: 5503.382812
	Iteration 34Q: 3 clusters Score -7930760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61900 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -7930760.500000 Penalty: 5503.382812
	Iteration 35Q: 3 clusters Score -7930760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61907 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -7930759.500000 Penalty: 5503.382812
	Iteration 36Q: 3 clusters Score -7930760 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61917 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -7930760.000000 Penalty: 5503.382812
	Iteration 37Q: 3 clusters Score -7930760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61922 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -7930763.000000 Penalty: 5503.382812
	Iteration 38Q: 3 clusters Score -7930763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61923 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -7930765.500000 Penalty: 5503.382812
	Iteration 39Q: 3 clusters Score -7930766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61923 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -7930765.500000 Penalty: 5503.382812
	Iteration 40F: 3 clusters Score -7930766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 61923 members 
Mstep: Class 2 contains 3953 members 
Mstep: Class 3 contains 56199 members 
Mstep: Class 5 contains 5829 members 
Mstep: Class 6 contains 23085 members 
Mstep: Class 7 contains 58958 members 
Mstep: Class 9 contains 2803 members 
Mstep: Class 11 contains 19635 members 
Mstep: Class 12 contains 63690 members 
Mstep: Class 13 contains 131188 members 
Mstep: Class 15 contains 93882 members 
Mstep: Class 16 contains 124508 members 
Mstep: Class 17 contains 2459 members 
Mstep: Class 18 contains 8690 members 
Mstep: Class 19 contains 200599 members 
Entering Unmasked Estep 
Score: -104712168.000000 Penalty: 50821.445312
Splitting cluster 1 changes total score from -104707400.000000 to -104712168.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 3 (56199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56199 members 
Entering Unmasked Estep 
Score: -7043415.500000 Penalty: 2712.290283
	Iteration 0F: 2 clusters Score -7043416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -7005692.500000 Penalty: 5424.580566
	Iteration 0F: 3 clusters Score -7005692 nChanged 26040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 27937 members 
Entering Unmasked Estep 
Score: -7020310.000000 Penalty: 5424.580566
	Iteration 1F: 3 clusters Score -7020310 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -7020945.500000 Penalty: 5424.580566
	Iteration 2Q: 3 clusters Score -7020946 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -7021678.500000 Penalty: 5424.580566
	Iteration 3Q: 3 clusters Score -7021678 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28937 members 
Mstep: Class 2 contains 27262 members 
Entering Unmasked Estep 
Score: -7022491.500000 Penalty: 5424.580566
	Iteration 4Q: 3 clusters Score -7022492 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29566 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -7023417.000000 Penalty: 5424.580566
	Iteration 5Q: 3 clusters Score -7023417 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30607 members 
Mstep: Class 2 contains 25592 members 
Entering Unmasked Estep 
Score: -7024495.000000 Penalty: 5424.580566
	Iteration 6Q: 3 clusters Score -7024495 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -7026054.500000 Penalty: 5424.580566
	Iteration 7F: 3 clusters Score -7026054 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34307 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -7028094.000000 Penalty: 5424.580566
	Iteration 8F: 3 clusters Score -7028094 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -7030699.500000 Penalty: 5424.580566
	Iteration 9F: 3 clusters Score -7030700 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39349 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -7033530.000000 Penalty: 5424.580566
	Iteration 10F: 3 clusters Score -7033530 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41460 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -7035988.500000 Penalty: 5424.580566
	Iteration 11F: 3 clusters Score -7035988 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43006 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -7037410.000000 Penalty: 5424.580566
	Iteration 12Q: 3 clusters Score -7037410 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44256 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -7038243.000000 Penalty: 5424.580566
	Iteration 13Q: 3 clusters Score -7038243 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45303 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -7038778.500000 Penalty: 5424.580566
	Iteration 14Q: 3 clusters Score -7038778 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46227 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -7039246.500000 Penalty: 5424.580566
	Iteration 15Q: 3 clusters Score -7039246 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47037 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -7039589.000000 Penalty: 5424.580566
	Iteration 16Q: 3 clusters Score -7039589 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47737 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -7039842.000000 Penalty: 5424.580566
	Iteration 17Q: 3 clusters Score -7039842 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48365 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -7040109.500000 Penalty: 5424.580566
	Iteration 18Q: 3 clusters Score -7040110 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48936 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -7040357.000000 Penalty: 5424.580566
	Iteration 19Q: 3 clusters Score -7040357 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49469 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -7040545.500000 Penalty: 5424.580566
	Iteration 20F: 3 clusters Score -7040546 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49941 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -7040701.500000 Penalty: 5424.580566
	Iteration 21Q: 3 clusters Score -7040702 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50309 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -7040784.000000 Penalty: 5424.580566
	Iteration 22Q: 3 clusters Score -7040784 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50676 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -7040906.500000 Penalty: 5424.580566
	Iteration 23Q: 3 clusters Score -7040906 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51015 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -7040989.500000 Penalty: 5424.580566
	Iteration 24Q: 3 clusters Score -7040990 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51325 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -7041065.500000 Penalty: 5424.580566
	Iteration 25Q: 3 clusters Score -7041066 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51631 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -7041178.500000 Penalty: 5424.580566
	Iteration 26Q: 3 clusters Score -7041178 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51928 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -7041262.500000 Penalty: 5424.580566
	Iteration 27Q: 3 clusters Score -7041262 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52201 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -7041320.000000 Penalty: 5424.580566
	Iteration 28Q: 3 clusters Score -7041320 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52467 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -7041387.000000 Penalty: 5424.580566
	Iteration 29Q: 3 clusters Score -7041387 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52688 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -7041471.500000 Penalty: 5424.580566
	Iteration 30Q: 3 clusters Score -7041472 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52880 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -7041508.500000 Penalty: 5424.580566
	Iteration 31Q: 3 clusters Score -7041508 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53056 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -7041554.000000 Penalty: 5424.580566
	Iteration 32Q: 3 clusters Score -7041554 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53192 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -7041583.500000 Penalty: 5424.580566
	Iteration 33Q: 3 clusters Score -7041584 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53315 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -7041617.500000 Penalty: 5424.580566
	Iteration 34Q: 3 clusters Score -7041618 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53426 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -7041665.000000 Penalty: 5424.580566
	Iteration 35Q: 3 clusters Score -7041665 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53529 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -7041694.000000 Penalty: 5424.580566
	Iteration 36Q: 3 clusters Score -7041694 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53616 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -7041731.000000 Penalty: 5424.580566
	Iteration 37Q: 3 clusters Score -7041731 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53701 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -7041754.500000 Penalty: 5424.580566
	Iteration 38Q: 3 clusters Score -7041754 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53766 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -7041752.000000 Penalty: 5424.580566
	Iteration 39Q: 3 clusters Score -7041752 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53828 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -7041761.000000 Penalty: 5424.580566
	Iteration 40F: 3 clusters Score -7041761 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53891 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -7041771.500000 Penalty: 5424.580566
	Iteration 41Q: 3 clusters Score -7041772 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53948 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -7041785.500000 Penalty: 5424.580566
	Iteration 42Q: 3 clusters Score -7041786 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53997 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -7041795.500000 Penalty: 5424.580566
	Iteration 43Q: 3 clusters Score -7041796 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54044 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -7041819.500000 Penalty: 5424.580566
	Iteration 44Q: 3 clusters Score -7041820 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54089 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -7041830.500000 Penalty: 5424.580566
	Iteration 45Q: 3 clusters Score -7041830 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54127 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -7041841.500000 Penalty: 5424.580566
	Iteration 46Q: 3 clusters Score -7041842 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54158 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -7041835.500000 Penalty: 5424.580566
	Iteration 47Q: 3 clusters Score -7041836 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54181 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -7041831.500000 Penalty: 5424.580566
	Iteration 48Q: 3 clusters Score -7041832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54200 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -7041835.500000 Penalty: 5424.580566
	Iteration 49Q: 3 clusters Score -7041836 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54217 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -7041827.500000 Penalty: 5424.580566
	Iteration 50Q: 3 clusters Score -7041828 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54242 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -7041838.500000 Penalty: 5424.580566
	Iteration 51Q: 3 clusters Score -7041838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54256 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -7041839.500000 Penalty: 5424.580566
	Iteration 52Q: 3 clusters Score -7041840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54268 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -7041833.000000 Penalty: 5424.580566
	Iteration 53Q: 3 clusters Score -7041833 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54283 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -7041841.000000 Penalty: 5424.580566
	Iteration 54Q: 3 clusters Score -7041841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54299 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -7041852.000000 Penalty: 5424.580566
	Iteration 55Q: 3 clusters Score -7041852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54314 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -7041851.500000 Penalty: 5424.580566
	Iteration 56Q: 3 clusters Score -7041852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54331 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -7041852.000000 Penalty: 5424.580566
	Iteration 57Q: 3 clusters Score -7041852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54347 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -7041850.000000 Penalty: 5424.580566
	Iteration 58Q: 3 clusters Score -7041850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54358 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -7041862.000000 Penalty: 5424.580566
	Iteration 59Q: 3 clusters Score -7041862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54369 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -7041860.500000 Penalty: 5424.580566
	Iteration 60F: 3 clusters Score -7041860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54376 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -7041859.500000 Penalty: 5424.580566
	Iteration 61Q: 3 clusters Score -7041860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54384 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -7041860.500000 Penalty: 5424.580566
	Iteration 62Q: 3 clusters Score -7041860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54389 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -7041862.500000 Penalty: 5424.580566
	Iteration 63Q: 3 clusters Score -7041862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54396 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -7041870.500000 Penalty: 5424.580566
	Iteration 64Q: 3 clusters Score -7041870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54399 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -7041877.500000 Penalty: 5424.580566
	Iteration 65Q: 3 clusters Score -7041878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54401 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -7041872.500000 Penalty: 5424.580566
	Iteration 66Q: 3 clusters Score -7041872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54405 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -7041868.500000 Penalty: 5424.580566
	Iteration 67Q: 3 clusters Score -7041868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54406 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -7041868.500000 Penalty: 5424.580566
	Iteration 68Q: 3 clusters Score -7041868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54407 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -7041866.000000 Penalty: 5424.580566
	Iteration 69Q: 3 clusters Score -7041866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54407 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -7041866.000000 Penalty: 5424.580566
	Iteration 70F: 3 clusters Score -7041866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Entering Unmasked Estep 
Score: -720902.937500 Penalty: 2150.309082
	Iteration 0F: 2 clusters Score -720902.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -715848.625000 Penalty: 4300.618164
	Iteration 0F: 3 clusters Score -715848.6 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -717061.062500 Penalty: 4300.618164
	Iteration 1F: 3 clusters Score -717061.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -717249.187500 Penalty: 4300.618164
	Iteration 2F: 3 clusters Score -717249.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -717364.625000 Penalty: 4300.618164
	Iteration 3Q: 3 clusters Score -717364.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -717443.875000 Penalty: 4300.618164
	Iteration 4Q: 3 clusters Score -717443.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -717512.000000 Penalty: 4300.618164
	Iteration 5Q: 3 clusters Score -717512 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -717553.437500 Penalty: 4300.618164
	Iteration 6Q: 3 clusters Score -717553.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -717581.500000 Penalty: 4300.618164
	Iteration 7Q: 3 clusters Score -717581.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -717608.187500 Penalty: 4300.618164
	Iteration 8Q: 3 clusters Score -717608.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -717632.437500 Penalty: 4300.618164
	Iteration 9Q: 3 clusters Score -717632.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -717660.875000 Penalty: 4300.618164
	Iteration 10Q: 3 clusters Score -717660.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -717687.875000 Penalty: 4300.618164
	Iteration 11Q: 3 clusters Score -717687.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -717718.812500 Penalty: 4300.618164
	Iteration 12Q: 3 clusters Score -717718.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -717752.875000 Penalty: 4300.618164
	Iteration 13Q: 3 clusters Score -717752.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -717775.687500 Penalty: 4300.618164
	Iteration 14Q: 3 clusters Score -717775.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -717801.125000 Penalty: 4300.618164
	Iteration 15Q: 3 clusters Score -717801.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -717827.250000 Penalty: 4300.618164
	Iteration 16Q: 3 clusters Score -717827.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -717846.687500 Penalty: 4300.618164
	Iteration 17Q: 3 clusters Score -717846.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -717869.500000 Penalty: 4300.618164
	Iteration 18Q: 3 clusters Score -717869.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -717895.625000 Penalty: 4300.618164
	Iteration 19Q: 3 clusters Score -717895.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -717920.812500 Penalty: 4300.618164
	Iteration 20F: 3 clusters Score -717920.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -717945.625000 Penalty: 4300.618164
	Iteration 21Q: 3 clusters Score -717945.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -717969.375000 Penalty: 4300.618164
	Iteration 22Q: 3 clusters Score -717969.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -718000.312500 Penalty: 4300.618164
	Iteration 23Q: 3 clusters Score -718000.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -718034.187500 Penalty: 4300.618164
	Iteration 24Q: 3 clusters Score -718034.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -718066.187500 Penalty: 4300.618164
	Iteration 25Q: 3 clusters Score -718066.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -718106.000000 Penalty: 4300.618164
	Iteration 26Q: 3 clusters Score -718106 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -718163.312500 Penalty: 4300.618164
	Iteration 27Q: 3 clusters Score -718163.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -718227.187500 Penalty: 4300.618164
	Iteration 28Q: 3 clusters Score -718227.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -718289.875000 Penalty: 4300.618164
	Iteration 29Q: 3 clusters Score -718289.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -718364.000000 Penalty: 4300.618164
	Iteration 30Q: 3 clusters Score -718364 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -718423.312500 Penalty: 4300.618164
	Iteration 31Q: 3 clusters Score -718423.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -718478.000000 Penalty: 4300.618164
	Iteration 32Q: 3 clusters Score -718478 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -718517.187500 Penalty: 4300.618164
	Iteration 33Q: 3 clusters Score -718517.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -718554.375000 Penalty: 4300.618164
	Iteration 34Q: 3 clusters Score -718554.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -718593.250000 Penalty: 4300.618164
	Iteration 35Q: 3 clusters Score -718593.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -718631.312500 Penalty: 4300.618164
	Iteration 36Q: 3 clusters Score -718631.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -718667.875000 Penalty: 4300.618164
	Iteration 37Q: 3 clusters Score -718667.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -718710.562500 Penalty: 4300.618164
	Iteration 38Q: 3 clusters Score -718710.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -718755.500000 Penalty: 4300.618164
	Iteration 39Q: 3 clusters Score -718755.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -718796.187500 Penalty: 4300.618164
	Iteration 40F: 3 clusters Score -718796.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -718835.187500 Penalty: 4300.618164
	Iteration 41Q: 3 clusters Score -718835.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -718867.312500 Penalty: 4300.618164
	Iteration 42Q: 3 clusters Score -718867.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -718889.875000 Penalty: 4300.618164
	Iteration 43Q: 3 clusters Score -718889.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -718906.937500 Penalty: 4300.618164
	Iteration 44Q: 3 clusters Score -718906.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -718923.375000 Penalty: 4300.618164
	Iteration 45Q: 3 clusters Score -718923.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -718933.812500 Penalty: 4300.618164
	Iteration 46Q: 3 clusters Score -718933.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -718940.562500 Penalty: 4300.618164
	Iteration 47Q: 3 clusters Score -718940.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -718948.187500 Penalty: 4300.618164
	Iteration 48Q: 3 clusters Score -718948.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -718950.812500 Penalty: 4300.618164
	Iteration 49Q: 3 clusters Score -718950.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -718957.500000 Penalty: 4300.618164
	Iteration 50Q: 3 clusters Score -718957.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -718960.062500 Penalty: 4300.618164
	Iteration 51Q: 3 clusters Score -718960.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -718963.437500 Penalty: 4300.618164
	Iteration 52Q: 3 clusters Score -718963.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -718967.875000 Penalty: 4300.618164
	Iteration 53Q: 3 clusters Score -718967.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -718968.875000 Penalty: 4300.618164
	Iteration 54Q: 3 clusters Score -718968.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -718971.687500 Penalty: 4300.618164
	Iteration 55Q: 3 clusters Score -718971.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -718974.000000 Penalty: 4300.618164
	Iteration 56Q: 3 clusters Score -718974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -718974.687500 Penalty: 4300.618164
	Iteration 57Q: 3 clusters Score -718974.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -718977.500000 Penalty: 4300.618164
	Iteration 58Q: 3 clusters Score -718977.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -718980.312500 Penalty: 4300.618164
	Iteration 59Q: 3 clusters Score -718980.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -718982.187500 Penalty: 4300.618164
	Iteration 60F: 3 clusters Score -718982.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -718981.562500 Penalty: 4300.618164
	Iteration 61Q: 3 clusters Score -718981.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -718983.187500 Penalty: 4300.618164
	Iteration 62Q: 3 clusters Score -718983.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -718983.562500 Penalty: 4300.618164
	Iteration 63Q: 3 clusters Score -718983.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -718983.812500 Penalty: 4300.618164
	Iteration 64Q: 3 clusters Score -718983.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -718984.687500 Penalty: 4300.618164
	Iteration 65Q: 3 clusters Score -718984.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -718984.562500 Penalty: 4300.618164
	Iteration 66Q: 3 clusters Score -718984.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -718984.187500 Penalty: 4300.618164
	Iteration 67Q: 3 clusters Score -718984.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -718983.812500 Penalty: 4300.618164
	Iteration 68Q: 3 clusters Score -718983.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -718985.000000 Penalty: 4300.618164
	Iteration 69Q: 3 clusters Score -718985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -718985.937500 Penalty: 4300.618164
	Iteration 70Q: 3 clusters Score -718985.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -718985.937500 Penalty: 4300.618164
	Iteration 71F: 3 clusters Score -718985.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Entering Unmasked Estep 
Score: -2771490.750000 Penalty: 2491.640625
	Iteration 0F: 2 clusters Score -2771491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -2755412.250000 Penalty: 4983.281250
	Iteration 0F: 3 clusters Score -2755412 nChanged 10253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -2761307.250000 Penalty: 4983.281250
	Iteration 1F: 3 clusters Score -2761307 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2761898.250000 Penalty: 4983.281250
	Iteration 2F: 3 clusters Score -2761898 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -2762457.250000 Penalty: 4983.281250
	Iteration 3F: 3 clusters Score -2762457 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -2763081.500000 Penalty: 4983.281250
	Iteration 4F: 3 clusters Score -2763082 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -2763794.000000 Penalty: 4983.281250
	Iteration 5F: 3 clusters Score -2763794 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -2764521.750000 Penalty: 4983.281250
	Iteration 6F: 3 clusters Score -2764522 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -2765210.500000 Penalty: 4983.281250
	Iteration 7F: 3 clusters Score -2765210 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -2765748.250000 Penalty: 4983.281250
	Iteration 8Q: 3 clusters Score -2765748 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -2766128.500000 Penalty: 4983.281250
	Iteration 9Q: 3 clusters Score -2766128 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 7279 members 
Entering Unmasked Estep 
Score: -2766371.500000 Penalty: 4983.281250
	Iteration 10Q: 3 clusters Score -2766372 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -2766548.250000 Penalty: 4983.281250
	Iteration 11Q: 3 clusters Score -2766548 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -2766692.500000 Penalty: 4983.281250
	Iteration 12Q: 3 clusters Score -2766692 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -2766843.000000 Penalty: 4983.281250
	Iteration 13Q: 3 clusters Score -2766843 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -2766992.250000 Penalty: 4983.281250
	Iteration 14Q: 3 clusters Score -2766992 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -2767133.000000 Penalty: 4983.281250
	Iteration 15Q: 3 clusters Score -2767133 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -2767287.000000 Penalty: 4983.281250
	Iteration 16Q: 3 clusters Score -2767287 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -2767446.750000 Penalty: 4983.281250
	Iteration 17Q: 3 clusters Score -2767447 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -2767624.750000 Penalty: 4983.281250
	Iteration 18Q: 3 clusters Score -2767625 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -2767825.000000 Penalty: 4983.281250
	Iteration 19Q: 3 clusters Score -2767825 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -2767998.250000 Penalty: 4983.281250
	Iteration 20F: 3 clusters Score -2767998 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -2768176.750000 Penalty: 4983.281250
	Iteration 21Q: 3 clusters Score -2768177 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2768393.750000 Penalty: 4983.281250
	Iteration 22Q: 3 clusters Score -2768394 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2768587.500000 Penalty: 4983.281250
	Iteration 23Q: 3 clusters Score -2768588 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2768782.500000 Penalty: 4983.281250
	Iteration 24Q: 3 clusters Score -2768782 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2768937.750000 Penalty: 4983.281250
	Iteration 25Q: 3 clusters Score -2768938 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2769058.250000 Penalty: 4983.281250
	Iteration 26Q: 3 clusters Score -2769058 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2769170.500000 Penalty: 4983.281250
	Iteration 27Q: 3 clusters Score -2769170 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2769232.250000 Penalty: 4983.281250
	Iteration 28Q: 3 clusters Score -2769232 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2769277.250000 Penalty: 4983.281250
	Iteration 29Q: 3 clusters Score -2769277 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2769311.750000 Penalty: 4983.281250
	Iteration 30Q: 3 clusters Score -2769312 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2769329.500000 Penalty: 4983.281250
	Iteration 31Q: 3 clusters Score -2769330 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2769355.500000 Penalty: 4983.281250
	Iteration 32Q: 3 clusters Score -2769356 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2769374.250000 Penalty: 4983.281250
	Iteration 33Q: 3 clusters Score -2769374 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2769393.750000 Penalty: 4983.281250
	Iteration 34Q: 3 clusters Score -2769394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2769392.750000 Penalty: 4983.281250
	Iteration 35Q: 3 clusters Score -2769393 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2769404.250000 Penalty: 4983.281250
	Iteration 36Q: 3 clusters Score -2769404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2769414.750000 Penalty: 4983.281250
	Iteration 37Q: 3 clusters Score -2769415 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2769422.500000 Penalty: 4983.281250
	Iteration 38Q: 3 clusters Score -2769422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2769424.250000 Penalty: 4983.281250
	Iteration 39Q: 3 clusters Score -2769424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21912 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2769420.250000 Penalty: 4983.281250
	Iteration 40F: 3 clusters Score -2769420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2769418.750000 Penalty: 4983.281250
	Iteration 41Q: 3 clusters Score -2769419 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2769426.250000 Penalty: 4983.281250
	Iteration 42Q: 3 clusters Score -2769426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2769428.750000 Penalty: 4983.281250
	Iteration 43Q: 3 clusters Score -2769429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2769432.250000 Penalty: 4983.281250
	Iteration 44Q: 3 clusters Score -2769432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2769440.500000 Penalty: 4983.281250
	Iteration 45Q: 3 clusters Score -2769440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2769440.250000 Penalty: 4983.281250
	Iteration 46Q: 3 clusters Score -2769440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2769436.500000 Penalty: 4983.281250
	Iteration 47Q: 3 clusters Score -2769436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2769443.750000 Penalty: 4983.281250
	Iteration 48Q: 3 clusters Score -2769444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2769446.250000 Penalty: 4983.281250
	Iteration 49Q: 3 clusters Score -2769446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2769441.000000 Penalty: 4983.281250
	Iteration 50Q: 3 clusters Score -2769441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2769443.750000 Penalty: 4983.281250
	Iteration 51Q: 3 clusters Score -2769444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2769452.250000 Penalty: 4983.281250
	Iteration 52Q: 3 clusters Score -2769452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2769454.750000 Penalty: 4983.281250
	Iteration 53Q: 3 clusters Score -2769455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2769454.000000 Penalty: 4983.281250
	Iteration 54Q: 3 clusters Score -2769454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2769457.250000 Penalty: 4983.281250
	Iteration 55Q: 3 clusters Score -2769457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2769456.500000 Penalty: 4983.281250
	Iteration 56Q: 3 clusters Score -2769456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2769460.500000 Penalty: 4983.281250
	Iteration 57Q: 3 clusters Score -2769460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -2769464.750000 Penalty: 4983.281250
	Iteration 58Q: 3 clusters Score -2769465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2769466.000000 Penalty: 4983.281250
	Iteration 59Q: 3 clusters Score -2769466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2769466.000000 Penalty: 4983.281250
	Iteration 60F: 3 clusters Score -2769466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (58958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58958 members 
Entering Unmasked Estep 
Score: -7381111.500000 Penalty: 2724.176025
	Iteration 0F: 2 clusters Score -7381112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29289 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -7341606.500000 Penalty: 5448.352051
	Iteration 0F: 3 clusters Score -7341606 nChanged 27391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 31260 members 
Entering Unmasked Estep 
Score: -7356809.500000 Penalty: 5448.352051
	Iteration 1F: 3 clusters Score -7356810 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 32274 members 
Entering Unmasked Estep 
Score: -7357538.500000 Penalty: 5448.352051
	Iteration 2Q: 3 clusters Score -7357538 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 33776 members 
Entering Unmasked Estep 
Score: -7358368.000000 Penalty: 5448.352051
	Iteration 3Q: 3 clusters Score -7358368 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -7359480.500000 Penalty: 5448.352051
	Iteration 4Q: 3 clusters Score -7359480 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 39050 members 
Entering Unmasked Estep 
Score: -7361436.000000 Penalty: 5448.352051
	Iteration 5F: 3 clusters Score -7361436 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 43059 members 
Entering Unmasked Estep 
Score: -7364592.500000 Penalty: 5448.352051
	Iteration 6F: 3 clusters Score -7364592 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 47736 members 
Entering Unmasked Estep 
Score: -7368943.000000 Penalty: 5448.352051
	Iteration 7F: 3 clusters Score -7368943 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 52020 members 
Entering Unmasked Estep 
Score: -7373344.500000 Penalty: 5448.352051
	Iteration 8F: 3 clusters Score -7373344 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 54835 members 
Entering Unmasked Estep 
Score: -7376219.000000 Penalty: 5448.352051
	Iteration 9F: 3 clusters Score -7376219 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 56225 members 
Entering Unmasked Estep 
Score: -7377775.500000 Penalty: 5448.352051
	Iteration 10Q: 3 clusters Score -7377776 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 56743 members 
Entering Unmasked Estep 
Score: -7378701.000000 Penalty: 5448.352051
	Iteration 11Q: 3 clusters Score -7378701 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 56807 members 
Entering Unmasked Estep 
Score: -7379306.000000 Penalty: 5448.352051
	Iteration 12Q: 3 clusters Score -7379306 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 56675 members 
Entering Unmasked Estep 
Score: -7379737.500000 Penalty: 5448.352051
	Iteration 13Q: 3 clusters Score -7379738 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 56433 members 
Entering Unmasked Estep 
Score: -7380079.500000 Penalty: 5448.352051
	Iteration 14Q: 3 clusters Score -7380080 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 56120 members 
Entering Unmasked Estep 
Score: -7380456.000000 Penalty: 5448.352051
	Iteration 15Q: 3 clusters Score -7380456 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 55690 members 
Entering Unmasked Estep 
Score: -7380910.500000 Penalty: 5448.352051
	Iteration 16Q: 3 clusters Score -7380910 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 55230 members 
Entering Unmasked Estep 
Score: -7381326.500000 Penalty: 5448.352051
	Iteration 17Q: 3 clusters Score -7381326 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 54777 members 
Entering Unmasked Estep 
Score: -7381642.000000 Penalty: 5448.352051
	Iteration 18Q: 3 clusters Score -7381642 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 54383 members 
Entering Unmasked Estep 
Score: -7381895.000000 Penalty: 5448.352051
	Iteration 19Q: 3 clusters Score -7381895 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 54057 members 
Entering Unmasked Estep 
Score: -7382247.500000 Penalty: 5448.352051
	Iteration 20F: 3 clusters Score -7382248 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 53681 members 
Entering Unmasked Estep 
Score: -7382480.500000 Penalty: 5448.352051
	Iteration 21Q: 3 clusters Score -7382480 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 53340 members 
Entering Unmasked Estep 
Score: -7382684.500000 Penalty: 5448.352051
	Iteration 22Q: 3 clusters Score -7382684 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 53023 members 
Entering Unmasked Estep 
Score: -7382828.000000 Penalty: 5448.352051
	Iteration 23Q: 3 clusters Score -7382828 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 52745 members 
Entering Unmasked Estep 
Score: -7382932.500000 Penalty: 5448.352051
	Iteration 24Q: 3 clusters Score -7382932 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 52490 members 
Entering Unmasked Estep 
Score: -7383064.500000 Penalty: 5448.352051
	Iteration 25Q: 3 clusters Score -7383064 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 52278 members 
Entering Unmasked Estep 
Score: -7383112.500000 Penalty: 5448.352051
	Iteration 26Q: 3 clusters Score -7383112 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 52076 members 
Entering Unmasked Estep 
Score: -7383164.500000 Penalty: 5448.352051
	Iteration 27Q: 3 clusters Score -7383164 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 51895 members 
Entering Unmasked Estep 
Score: -7383193.500000 Penalty: 5448.352051
	Iteration 28Q: 3 clusters Score -7383194 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 51753 members 
Entering Unmasked Estep 
Score: -7383212.000000 Penalty: 5448.352051
	Iteration 29Q: 3 clusters Score -7383212 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 51623 members 
Entering Unmasked Estep 
Score: -7383256.500000 Penalty: 5448.352051
	Iteration 30Q: 3 clusters Score -7383256 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 51510 members 
Entering Unmasked Estep 
Score: -7383262.500000 Penalty: 5448.352051
	Iteration 31Q: 3 clusters Score -7383262 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 51382 members 
Entering Unmasked Estep 
Score: -7383275.000000 Penalty: 5448.352051
	Iteration 32Q: 3 clusters Score -7383275 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 51236 members 
Entering Unmasked Estep 
Score: -7383307.000000 Penalty: 5448.352051
	Iteration 33Q: 3 clusters Score -7383307 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 51111 members 
Entering Unmasked Estep 
Score: -7383320.500000 Penalty: 5448.352051
	Iteration 34Q: 3 clusters Score -7383320 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 50993 members 
Entering Unmasked Estep 
Score: -7383358.500000 Penalty: 5448.352051
	Iteration 35Q: 3 clusters Score -7383358 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 50881 members 
Entering Unmasked Estep 
Score: -7383381.000000 Penalty: 5448.352051
	Iteration 36Q: 3 clusters Score -7383381 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 50786 members 
Entering Unmasked Estep 
Score: -7383393.000000 Penalty: 5448.352051
	Iteration 37Q: 3 clusters Score -7383393 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 50691 members 
Entering Unmasked Estep 
Score: -7383394.500000 Penalty: 5448.352051
	Iteration 38Q: 3 clusters Score -7383394 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 50616 members 
Entering Unmasked Estep 
Score: -7383389.500000 Penalty: 5448.352051
	Iteration 39Q: 3 clusters Score -7383390 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 50544 members 
Entering Unmasked Estep 
Score: -7383410.500000 Penalty: 5448.352051
	Iteration 40F: 3 clusters Score -7383410 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 50461 members 
Entering Unmasked Estep 
Score: -7383414.500000 Penalty: 5448.352051
	Iteration 41Q: 3 clusters Score -7383414 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 50375 members 
Entering Unmasked Estep 
Score: -7383424.000000 Penalty: 5448.352051
	Iteration 42Q: 3 clusters Score -7383424 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 50293 members 
Entering Unmasked Estep 
Score: -7383442.000000 Penalty: 5448.352051
	Iteration 43Q: 3 clusters Score -7383442 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 50226 members 
Entering Unmasked Estep 
Score: -7383456.500000 Penalty: 5448.352051
	Iteration 44Q: 3 clusters Score -7383456 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 50184 members 
Entering Unmasked Estep 
Score: -7383465.500000 Penalty: 5448.352051
	Iteration 45Q: 3 clusters Score -7383466 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 50147 members 
Entering Unmasked Estep 
Score: -7383465.500000 Penalty: 5448.352051
	Iteration 46Q: 3 clusters Score -7383466 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 50103 members 
Entering Unmasked Estep 
Score: -7383457.000000 Penalty: 5448.352051
	Iteration 47Q: 3 clusters Score -7383457 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 50059 members 
Entering Unmasked Estep 
Score: -7383454.500000 Penalty: 5448.352051
	Iteration 48Q: 3 clusters Score -7383454 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 50022 members 
Entering Unmasked Estep 
Score: -7383444.500000 Penalty: 5448.352051
	Iteration 49Q: 3 clusters Score -7383444 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 49981 members 
Entering Unmasked Estep 
Score: -7383462.500000 Penalty: 5448.352051
	Iteration 50Q: 3 clusters Score -7383462 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 49948 members 
Entering Unmasked Estep 
Score: -7383466.000000 Penalty: 5448.352051
	Iteration 51Q: 3 clusters Score -7383466 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 49920 members 
Entering Unmasked Estep 
Score: -7383460.500000 Penalty: 5448.352051
	Iteration 52Q: 3 clusters Score -7383460 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 49895 members 
Entering Unmasked Estep 
Score: -7383471.000000 Penalty: 5448.352051
	Iteration 53Q: 3 clusters Score -7383471 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 49873 members 
Entering Unmasked Estep 
Score: -7383472.500000 Penalty: 5448.352051
	Iteration 54Q: 3 clusters Score -7383472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 49856 members 
Entering Unmasked Estep 
Score: -7383471.000000 Penalty: 5448.352051
	Iteration 55Q: 3 clusters Score -7383471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 49846 members 
Entering Unmasked Estep 
Score: -7383463.500000 Penalty: 5448.352051
	Iteration 56Q: 3 clusters Score -7383464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 49838 members 
Entering Unmasked Estep 
Score: -7383474.000000 Penalty: 5448.352051
	Iteration 57Q: 3 clusters Score -7383474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 49826 members 
Entering Unmasked Estep 
Score: -7383477.000000 Penalty: 5448.352051
	Iteration 58Q: 3 clusters Score -7383477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 49820 members 
Entering Unmasked Estep 
Score: -7383474.000000 Penalty: 5448.352051
	Iteration 59Q: 3 clusters Score -7383474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 49815 members 
Entering Unmasked Estep 
Score: -7383480.500000 Penalty: 5448.352051
	Iteration 60F: 3 clusters Score -7383480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 49808 members 
Entering Unmasked Estep 
Score: -7383486.000000 Penalty: 5448.352051
	Iteration 61Q: 3 clusters Score -7383486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 49801 members 
Entering Unmasked Estep 
Score: -7383479.500000 Penalty: 5448.352051
	Iteration 62Q: 3 clusters Score -7383480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 49787 members 
Entering Unmasked Estep 
Score: -7383472.500000 Penalty: 5448.352051
	Iteration 63Q: 3 clusters Score -7383472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 49774 members 
Entering Unmasked Estep 
Score: -7383475.000000 Penalty: 5448.352051
	Iteration 64Q: 3 clusters Score -7383475 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 49764 members 
Entering Unmasked Estep 
Score: -7383479.000000 Penalty: 5448.352051
	Iteration 65Q: 3 clusters Score -7383479 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 49750 members 
Entering Unmasked Estep 
Score: -7383483.500000 Penalty: 5448.352051
	Iteration 66Q: 3 clusters Score -7383484 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 49742 members 
Entering Unmasked Estep 
Score: -7383475.500000 Penalty: 5448.352051
	Iteration 67Q: 3 clusters Score -7383476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 49736 members 
Entering Unmasked Estep 
Score: -7383477.000000 Penalty: 5448.352051
	Iteration 68Q: 3 clusters Score -7383477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 49731 members 
Entering Unmasked Estep 
Score: -7383480.000000 Penalty: 5448.352051
	Iteration 69Q: 3 clusters Score -7383480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 49729 members 
Entering Unmasked Estep 
Score: -7383476.500000 Penalty: 5448.352051
	Iteration 70Q: 3 clusters Score -7383476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 49729 members 
Entering Unmasked Estep 
Score: -7383476.500000 Penalty: 5448.352051
	Iteration 71F: 3 clusters Score -7383476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 61923 members 
Mstep: Class 2 contains 3953 members 
Mstep: Class 3 contains 56199 members 
Mstep: Class 4 contains 49729 members 
Mstep: Class 5 contains 5829 members 
Mstep: Class 6 contains 23085 members 
Mstep: Class 7 contains 9229 members 
Mstep: Class 9 contains 2803 members 
Mstep: Class 11 contains 19635 members 
Mstep: Class 12 contains 63690 members 
Mstep: Class 13 contains 131188 members 
Mstep: Class 15 contains 93882 members 
Mstep: Class 16 contains 124508 members 
Mstep: Class 17 contains 2459 members 
Mstep: Class 18 contains 8690 members 
Mstep: Class 19 contains 200599 members 
Entering Unmasked Estep 
Score: -104713592.000000 Penalty: 54209.542969
Splitting cluster 7 changes total score from -104707400.000000 to -104713592.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 9 (2803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Entering Unmasked Estep 
Score: -314493.156250 Penalty: 1968.734497
	Iteration 0F: 2 clusters Score -314493.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -311582.906250 Penalty: 3937.468994
	Iteration 0F: 3 clusters Score -311582.9 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -313176.000000 Penalty: 3937.468994
	Iteration 1F: 3 clusters Score -313176 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -314419.531250 Penalty: 3937.468994
	Iteration 2F: 3 clusters Score -314419.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -315630.406250 Penalty: 3937.468994
	Iteration 3F: 3 clusters Score -315630.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -316981.750000 Penalty: 3937.468994
	Iteration 4F: 3 clusters Score -316981.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -318083.437500 Penalty: 3937.468994
	Iteration 5F: 3 clusters Score -318083.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -318544.093750 Penalty: 3937.468994
	Iteration 6Q: 3 clusters Score -318544.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -318644.218750 Penalty: 3937.468994
	Iteration 7Q: 3 clusters Score -318644.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -318795.562500 Penalty: 3937.468994
	Iteration 8Q: 3 clusters Score -318795.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -319190.281250 Penalty: 3937.468994
	Iteration 9Q: 3 clusters Score -319190.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -319814.781250 Penalty: 3937.468994
	Iteration 10Q: 3 clusters Score -319814.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -319937.375000 Penalty: 3937.468994
	Iteration 11Q: 3 clusters Score -319937.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -319956.375000 Penalty: 3937.468994
	Iteration 12Q: 3 clusters Score -319956.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -319976.062500 Penalty: 3937.468994
	Iteration 13Q: 3 clusters Score -319976.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -319991.437500 Penalty: 3937.468994
	Iteration 14Q: 3 clusters Score -319991.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -319997.843750 Penalty: 3937.468994
	Iteration 15Q: 3 clusters Score -319997.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -320001.625000 Penalty: 3937.468994
	Iteration 16Q: 3 clusters Score -320001.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -320001.625000 Penalty: 3937.468994
	Iteration 17F: 3 clusters Score -320001.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 61923 members 
Mstep: Class 2 contains 3953 members 
Mstep: Class 3 contains 56199 members 
Mstep: Class 4 contains 49729 members 
Mstep: Class 5 contains 5829 members 
Mstep: Class 6 contains 23085 members 
Mstep: Class 7 contains 9229 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 11 contains 19635 members 
Mstep: Class 12 contains 63690 members 
Mstep: Class 13 contains 131188 members 
Mstep: Class 15 contains 93882 members 
Mstep: Class 16 contains 124508 members 
Mstep: Class 17 contains 2459 members 
Mstep: Class 18 contains 8690 members 
Mstep: Class 19 contains 200599 members 
Entering Unmasked Estep 
Score: -104717752.000000 Penalty: 57597.640625
Splitting cluster 9 changes total score from -104707400.000000 to -104717752.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 11 (19635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Entering Unmasked Estep 
Score: -2461958.500000 Penalty: 2451.497070
	Iteration 0F: 2 clusters Score -2461958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -2448228.000000 Penalty: 4902.994141
	Iteration 0F: 3 clusters Score -2448228 nChanged 8566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -2452751.000000 Penalty: 4902.994141
	Iteration 1F: 3 clusters Score -2452751 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -2453171.500000 Penalty: 4902.994141
	Iteration 2F: 3 clusters Score -2453172 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -2453620.250000 Penalty: 4902.994141
	Iteration 3F: 3 clusters Score -2453620 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -2454052.750000 Penalty: 4902.994141
	Iteration 4Q: 3 clusters Score -2454053 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -2454599.000000 Penalty: 4902.994141
	Iteration 5F: 3 clusters Score -2454599 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -2455249.750000 Penalty: 4902.994141
	Iteration 6F: 3 clusters Score -2455250 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -2456109.500000 Penalty: 4902.994141
	Iteration 7F: 3 clusters Score -2456110 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -2457201.250000 Penalty: 4902.994141
	Iteration 8F: 3 clusters Score -2457201 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -2458207.000000 Penalty: 4902.994141
	Iteration 9F: 3 clusters Score -2458207 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -2459030.250000 Penalty: 4902.994141
	Iteration 10Q: 3 clusters Score -2459030 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -2459527.250000 Penalty: 4902.994141
	Iteration 11Q: 3 clusters Score -2459527 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -2459771.500000 Penalty: 4902.994141
	Iteration 12Q: 3 clusters Score -2459772 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -2459915.500000 Penalty: 4902.994141
	Iteration 13Q: 3 clusters Score -2459916 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -2460005.000000 Penalty: 4902.994141
	Iteration 14Q: 3 clusters Score -2460005 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -2460055.250000 Penalty: 4902.994141
	Iteration 15Q: 3 clusters Score -2460055 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -2460091.500000 Penalty: 4902.994141
	Iteration 16Q: 3 clusters Score -2460092 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 17221 members 
Entering Unmasked Estep 
Score: -2460129.250000 Penalty: 4902.994141
	Iteration 17Q: 3 clusters Score -2460129 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -2460154.250000 Penalty: 4902.994141
	Iteration 18Q: 3 clusters Score -2460154 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -2460161.250000 Penalty: 4902.994141
	Iteration 19Q: 3 clusters Score -2460161 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -2460178.500000 Penalty: 4902.994141
	Iteration 20F: 3 clusters Score -2460178 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -2460189.250000 Penalty: 4902.994141
	Iteration 21Q: 3 clusters Score -2460189 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -2460211.000000 Penalty: 4902.994141
	Iteration 22Q: 3 clusters Score -2460211 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -2460224.250000 Penalty: 4902.994141
	Iteration 23Q: 3 clusters Score -2460224 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -2460237.750000 Penalty: 4902.994141
	Iteration 24Q: 3 clusters Score -2460238 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -2460247.500000 Penalty: 4902.994141
	Iteration 25Q: 3 clusters Score -2460248 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -2460266.250000 Penalty: 4902.994141
	Iteration 26Q: 3 clusters Score -2460266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -2460264.250000 Penalty: 4902.994141
	Iteration 27Q: 3 clusters Score -2460264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -2460269.750000 Penalty: 4902.994141
	Iteration 28Q: 3 clusters Score -2460270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -2460268.250000 Penalty: 4902.994141
	Iteration 29Q: 3 clusters Score -2460268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -2460272.500000 Penalty: 4902.994141
	Iteration 30Q: 3 clusters Score -2460272 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -2460280.750000 Penalty: 4902.994141
	Iteration 31Q: 3 clusters Score -2460281 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -2460282.250000 Penalty: 4902.994141
	Iteration 32Q: 3 clusters Score -2460282 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -2460288.250000 Penalty: 4902.994141
	Iteration 33Q: 3 clusters Score -2460288 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -2460294.750000 Penalty: 4902.994141
	Iteration 34Q: 3 clusters Score -2460295 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -2460299.500000 Penalty: 4902.994141
	Iteration 35Q: 3 clusters Score -2460300 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -2460305.250000 Penalty: 4902.994141
	Iteration 36Q: 3 clusters Score -2460305 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -2460311.250000 Penalty: 4902.994141
	Iteration 37Q: 3 clusters Score -2460311 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -2460316.750000 Penalty: 4902.994141
	Iteration 38Q: 3 clusters Score -2460317 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -2460317.750000 Penalty: 4902.994141
	Iteration 39Q: 3 clusters Score -2460318 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -2460328.250000 Penalty: 4902.994141
	Iteration 40F: 3 clusters Score -2460328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -2460333.250000 Penalty: 4902.994141
	Iteration 41Q: 3 clusters Score -2460333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -2460342.750000 Penalty: 4902.994141
	Iteration 42Q: 3 clusters Score -2460343 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -2460342.000000 Penalty: 4902.994141
	Iteration 43Q: 3 clusters Score -2460342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -2460342.500000 Penalty: 4902.994141
	Iteration 44Q: 3 clusters Score -2460342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -2460350.250000 Penalty: 4902.994141
	Iteration 45Q: 3 clusters Score -2460350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -2460355.500000 Penalty: 4902.994141
	Iteration 46Q: 3 clusters Score -2460356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -2460354.750000 Penalty: 4902.994141
	Iteration 47Q: 3 clusters Score -2460355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -2460356.250000 Penalty: 4902.994141
	Iteration 48Q: 3 clusters Score -2460356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -2460358.250000 Penalty: 4902.994141
	Iteration 49Q: 3 clusters Score -2460358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -2460360.250000 Penalty: 4902.994141
	Iteration 50Q: 3 clusters Score -2460360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -2460364.500000 Penalty: 4902.994141
	Iteration 51Q: 3 clusters Score -2460364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -2460364.250000 Penalty: 4902.994141
	Iteration 52Q: 3 clusters Score -2460364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -2460365.250000 Penalty: 4902.994141
	Iteration 53Q: 3 clusters Score -2460365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -2460365.000000 Penalty: 4902.994141
	Iteration 54Q: 3 clusters Score -2460365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -2460366.750000 Penalty: 4902.994141
	Iteration 55Q: 3 clusters Score -2460367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -2460370.000000 Penalty: 4902.994141
	Iteration 56Q: 3 clusters Score -2460370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -2460371.500000 Penalty: 4902.994141
	Iteration 57Q: 3 clusters Score -2460372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -2460372.000000 Penalty: 4902.994141
	Iteration 58Q: 3 clusters Score -2460372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -2460376.000000 Penalty: 4902.994141
	Iteration 59Q: 3 clusters Score -2460376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -2460376.500000 Penalty: 4902.994141
	Iteration 60F: 3 clusters Score -2460376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -2460374.500000 Penalty: 4902.994141
	Iteration 61Q: 3 clusters Score -2460374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -2460377.250000 Penalty: 4902.994141
	Iteration 62Q: 3 clusters Score -2460377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -2460376.750000 Penalty: 4902.994141
	Iteration 63Q: 3 clusters Score -2460377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -2460379.500000 Penalty: 4902.994141
	Iteration 64Q: 3 clusters Score -2460380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -2460380.500000 Penalty: 4902.994141
	Iteration 65Q: 3 clusters Score -2460380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -2460379.250000 Penalty: 4902.994141
	Iteration 66Q: 3 clusters Score -2460379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -2460380.500000 Penalty: 4902.994141
	Iteration 67Q: 3 clusters Score -2460380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -2460380.500000 Penalty: 4902.994141
	Iteration 68F: 3 clusters Score -2460380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (63690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63690 members 
Entering Unmasked Estep 
Score: -8001927.000000 Penalty: 2743.322266
	Iteration 0F: 2 clusters Score -8001927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -7959072.500000 Penalty: 5486.644531
	Iteration 0F: 3 clusters Score -7959072 nChanged 29844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31827 members 
Mstep: Class 2 contains 31863 members 
Entering Unmasked Estep 
Score: -7976158.500000 Penalty: 5486.644531
	Iteration 1F: 3 clusters Score -7976158 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 31651 members 
Entering Unmasked Estep 
Score: -7977648.500000 Penalty: 5486.644531
	Iteration 2Q: 3 clusters Score -7977648 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -7980254.500000 Penalty: 5486.644531
	Iteration 3F: 3 clusters Score -7980254 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34269 members 
Mstep: Class 2 contains 29421 members 
Entering Unmasked Estep 
Score: -7983631.500000 Penalty: 5486.644531
	Iteration 4F: 3 clusters Score -7983632 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36756 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -7987083.000000 Penalty: 5486.644531
	Iteration 5F: 3 clusters Score -7987083 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39771 members 
Mstep: Class 2 contains 23919 members 
Entering Unmasked Estep 
Score: -7990455.000000 Penalty: 5486.644531
	Iteration 6F: 3 clusters Score -7990455 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42848 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -7993270.500000 Penalty: 5486.644531
	Iteration 7F: 3 clusters Score -7993270 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45613 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -7995421.000000 Penalty: 5486.644531
	Iteration 8F: 3 clusters Score -7995421 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48102 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -7997124.500000 Penalty: 5486.644531
	Iteration 9Q: 3 clusters Score -7997124 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50240 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -7998439.000000 Penalty: 5486.644531
	Iteration 10Q: 3 clusters Score -7998439 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52020 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -7999469.500000 Penalty: 5486.644531
	Iteration 11Q: 3 clusters Score -7999470 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53483 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -8000303.000000 Penalty: 5486.644531
	Iteration 12Q: 3 clusters Score -8000303 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54689 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -8000877.500000 Penalty: 5486.644531
	Iteration 13Q: 3 clusters Score -8000878 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55666 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -8001391.000000 Penalty: 5486.644531
	Iteration 14Q: 3 clusters Score -8001391 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56446 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -8001780.500000 Penalty: 5486.644531
	Iteration 15Q: 3 clusters Score -8001780 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57042 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -8002137.000000 Penalty: 5486.644531
	Iteration 16Q: 3 clusters Score -8002137 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57540 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -8002367.000000 Penalty: 5486.644531
	Iteration 17Q: 3 clusters Score -8002367 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57916 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -8002584.500000 Penalty: 5486.644531
	Iteration 18Q: 3 clusters Score -8002584 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58206 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -8002756.000000 Penalty: 5486.644531
	Iteration 19Q: 3 clusters Score -8002756 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58434 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -8002868.500000 Penalty: 5486.644531
	Iteration 20F: 3 clusters Score -8002868 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58650 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -8002970.500000 Penalty: 5486.644531
	Iteration 21Q: 3 clusters Score -8002970 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58843 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -8003038.500000 Penalty: 5486.644531
	Iteration 22Q: 3 clusters Score -8003038 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59005 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -8003093.000000 Penalty: 5486.644531
	Iteration 23Q: 3 clusters Score -8003093 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59135 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -8003156.500000 Penalty: 5486.644531
	Iteration 24Q: 3 clusters Score -8003156 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59257 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -8003216.000000 Penalty: 5486.644531
	Iteration 25Q: 3 clusters Score -8003216 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59368 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -8003262.500000 Penalty: 5486.644531
	Iteration 26Q: 3 clusters Score -8003262 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59441 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -8003287.500000 Penalty: 5486.644531
	Iteration 27Q: 3 clusters Score -8003288 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59496 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -8003284.000000 Penalty: 5486.644531
	Iteration 28Q: 3 clusters Score -8003284 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59538 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -8003309.000000 Penalty: 5486.644531
	Iteration 29Q: 3 clusters Score -8003309 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59574 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -8003318.000000 Penalty: 5486.644531
	Iteration 30Q: 3 clusters Score -8003318 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59605 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -8003339.000000 Penalty: 5486.644531
	Iteration 31Q: 3 clusters Score -8003339 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59641 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -8003324.000000 Penalty: 5486.644531
	Iteration 32Q: 3 clusters Score -8003324 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59674 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -8003335.000000 Penalty: 5486.644531
	Iteration 33Q: 3 clusters Score -8003335 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59709 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -8003357.000000 Penalty: 5486.644531
	Iteration 34Q: 3 clusters Score -8003357 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59742 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -8003357.000000 Penalty: 5486.644531
	Iteration 35Q: 3 clusters Score -8003357 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59784 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -8003362.000000 Penalty: 5486.644531
	Iteration 36Q: 3 clusters Score -8003362 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59825 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -8003366.500000 Penalty: 5486.644531
	Iteration 37Q: 3 clusters Score -8003366 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59860 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -8003351.500000 Penalty: 5486.644531
	Iteration 38Q: 3 clusters Score -8003352 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59896 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -8003374.000000 Penalty: 5486.644531
	Iteration 39Q: 3 clusters Score -8003374 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59927 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -8003372.000000 Penalty: 5486.644531
	Iteration 40F: 3 clusters Score -8003372 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59969 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -8003383.500000 Penalty: 5486.644531
	Iteration 41Q: 3 clusters Score -8003384 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60024 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -8003430.500000 Penalty: 5486.644531
	Iteration 42Q: 3 clusters Score -8003430 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60071 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -8003432.500000 Penalty: 5486.644531
	Iteration 43Q: 3 clusters Score -8003432 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60122 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -8003460.000000 Penalty: 5486.644531
	Iteration 44Q: 3 clusters Score -8003460 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60186 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -8003486.000000 Penalty: 5486.644531
	Iteration 45Q: 3 clusters Score -8003486 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60249 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -8003536.000000 Penalty: 5486.644531
	Iteration 46Q: 3 clusters Score -8003536 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60303 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -8003596.500000 Penalty: 5486.644531
	Iteration 47Q: 3 clusters Score -8003596 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60363 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -8003694.000000 Penalty: 5486.644531
	Iteration 48Q: 3 clusters Score -8003694 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60418 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -8003745.000000 Penalty: 5486.644531
	Iteration 49Q: 3 clusters Score -8003745 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60452 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -8003772.000000 Penalty: 5486.644531
	Iteration 50Q: 3 clusters Score -8003772 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60475 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -8003785.500000 Penalty: 5486.644531
	Iteration 51Q: 3 clusters Score -8003786 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60503 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -8003822.500000 Penalty: 5486.644531
	Iteration 52Q: 3 clusters Score -8003822 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60521 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -8003833.000000 Penalty: 5486.644531
	Iteration 53Q: 3 clusters Score -8003833 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60534 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -8003841.000000 Penalty: 5486.644531
	Iteration 54Q: 3 clusters Score -8003841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60541 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -8003833.500000 Penalty: 5486.644531
	Iteration 55Q: 3 clusters Score -8003834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60544 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -8003846.500000 Penalty: 5486.644531
	Iteration 56Q: 3 clusters Score -8003846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60545 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -8003848.500000 Penalty: 5486.644531
	Iteration 57Q: 3 clusters Score -8003848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60545 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -8003848.500000 Penalty: 5486.644531
	Iteration 58F: 3 clusters Score -8003848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 61923 members 
Mstep: Class 2 contains 3953 members 
Mstep: Class 3 contains 56199 members 
Mstep: Class 4 contains 49729 members 
Mstep: Class 5 contains 5829 members 
Mstep: Class 6 contains 23085 members 
Mstep: Class 7 contains 9229 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 3145 members 
Mstep: Class 11 contains 19635 members 
Mstep: Class 12 contains 60545 members 
Mstep: Class 13 contains 131188 members 
Mstep: Class 15 contains 93882 members 
Mstep: Class 16 contains 124508 members 
Mstep: Class 17 contains 2459 members 
Mstep: Class 18 contains 8690 members 
Mstep: Class 19 contains 200599 members 
Entering Unmasked Estep 
Score: -104718984.000000 Penalty: 60985.734375
Splitting cluster 12 changes total score from -104707400.000000 to -104718984.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 13 (131188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131188 members 
Entering Unmasked Estep 
Score: -16413455.000000 Penalty: 2922.527832
	Iteration 0F: 2 clusters Score -1.641346e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65792 members 
Mstep: Class 2 contains 65396 members 
Entering Unmasked Estep 
Score: -16325605.000000 Penalty: 5845.055664
	Iteration 0F: 3 clusters Score -1.63256e+07 nChanged 62784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67280 members 
Mstep: Class 2 contains 63908 members 
Entering Unmasked Estep 
Score: -16362005.000000 Penalty: 5845.055664
	Iteration 1F: 3 clusters Score -1.6362e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68133 members 
Mstep: Class 2 contains 63055 members 
Entering Unmasked Estep 
Score: -16362763.000000 Penalty: 5845.055664
	Iteration 2Q: 3 clusters Score -1.636276e+07 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69419 members 
Mstep: Class 2 contains 61769 members 
Entering Unmasked Estep 
Score: -16363763.000000 Penalty: 5845.055664
	Iteration 3Q: 3 clusters Score -1.636376e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71396 members 
Mstep: Class 2 contains 59792 members 
Entering Unmasked Estep 
Score: -16364991.000000 Penalty: 5845.055664
	Iteration 4Q: 3 clusters Score -1.636499e+07 nChanged 4759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74437 members 
Mstep: Class 2 contains 56751 members 
Entering Unmasked Estep 
Score: -16366748.000000 Penalty: 5845.055664
	Iteration 5Q: 3 clusters Score -1.636675e+07 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79035 members 
Mstep: Class 2 contains 52153 members 
Entering Unmasked Estep 
Score: -16369749.000000 Penalty: 5845.055664
	Iteration 6Q: 3 clusters Score -1.636975e+07 nChanged 7190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85373 members 
Mstep: Class 2 contains 45815 members 
Entering Unmasked Estep 
Score: -16374452.000000 Penalty: 5845.055664
	Iteration 7F: 3 clusters Score -1.637445e+07 nChanged 8306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93035 members 
Mstep: Class 2 contains 38153 members 
Entering Unmasked Estep 
Score: -16380921.000000 Penalty: 5845.055664
	Iteration 8F: 3 clusters Score -1.638092e+07 nChanged 8526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101063 members 
Mstep: Class 2 contains 30125 members 
Entering Unmasked Estep 
Score: -16388101.000000 Penalty: 5845.055664
	Iteration 9F: 3 clusters Score -1.63881e+07 nChanged 7640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108271 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -16394405.000000 Penalty: 5845.055664
	Iteration 10F: 3 clusters Score -1.63944e+07 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113947 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -16399099.000000 Penalty: 5845.055664
	Iteration 11Q: 3 clusters Score -1.63991e+07 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118310 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -16402437.000000 Penalty: 5845.055664
	Iteration 12Q: 3 clusters Score -1.640244e+07 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121691 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -16404860.000000 Penalty: 5845.055664
	Iteration 13Q: 3 clusters Score -1.640486e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124329 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -16406668.000000 Penalty: 5845.055664
	Iteration 14Q: 3 clusters Score -1.640667e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126313 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -16407918.000000 Penalty: 5845.055664
	Iteration 15Q: 3 clusters Score -1.640792e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127743 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -16408945.000000 Penalty: 5845.055664
	Iteration 16Q: 3 clusters Score -1.640894e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128714 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -16409547.000000 Penalty: 5845.055664
	Iteration 17Q: 3 clusters Score -1.640955e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129378 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -16409960.000000 Penalty: 5845.055664
	Iteration 18Q: 3 clusters Score -1.640996e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129798 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -16410237.000000 Penalty: 5845.055664
	Iteration 19Q: 3 clusters Score -1.641024e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130074 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -16410465.000000 Penalty: 5845.055664
	Iteration 20F: 3 clusters Score -1.641046e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130242 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -16410586.000000 Penalty: 5845.055664
	Iteration 21Q: 3 clusters Score -1.641059e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130339 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -16410662.000000 Penalty: 5845.055664
	Iteration 22Q: 3 clusters Score -1.641066e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130416 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -16410719.000000 Penalty: 5845.055664
	Iteration 23Q: 3 clusters Score -1.641072e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130469 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -16410753.000000 Penalty: 5845.055664
	Iteration 24Q: 3 clusters Score -1.641075e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130504 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -16410771.000000 Penalty: 5845.055664
	Iteration 25Q: 3 clusters Score -1.641077e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130542 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -16410783.000000 Penalty: 5845.055664
	Iteration 26Q: 3 clusters Score -1.641078e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130566 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -16410804.000000 Penalty: 5845.055664
	Iteration 27Q: 3 clusters Score -1.64108e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130589 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -16410830.000000 Penalty: 5845.055664
	Iteration 28Q: 3 clusters Score -1.641083e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130604 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -16410836.000000 Penalty: 5845.055664
	Iteration 29Q: 3 clusters Score -1.641084e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130613 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -16410847.000000 Penalty: 5845.055664
	Iteration 30Q: 3 clusters Score -1.641085e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130627 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -16410857.000000 Penalty: 5845.055664
	Iteration 31Q: 3 clusters Score -1.641086e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130637 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -16410867.000000 Penalty: 5845.055664
	Iteration 32Q: 3 clusters Score -1.641087e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130641 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -16410886.000000 Penalty: 5845.055664
	Iteration 33Q: 3 clusters Score -1.641089e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130645 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -16410882.000000 Penalty: 5845.055664
	Iteration 34Q: 3 clusters Score -1.641088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130647 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -16410883.000000 Penalty: 5845.055664
	Iteration 35Q: 3 clusters Score -1.641088e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130652 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -16410876.000000 Penalty: 5845.055664
	Iteration 36Q: 3 clusters Score -1.641088e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130653 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -16410888.000000 Penalty: 5845.055664
	Iteration 37Q: 3 clusters Score -1.641089e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130659 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -16410881.000000 Penalty: 5845.055664
	Iteration 38Q: 3 clusters Score -1.641088e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130662 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -16410896.000000 Penalty: 5845.055664
	Iteration 39Q: 3 clusters Score -1.64109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130666 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -16410892.000000 Penalty: 5845.055664
	Iteration 40F: 3 clusters Score -1.641089e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130668 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -16410898.000000 Penalty: 5845.055664
	Iteration 41Q: 3 clusters Score -1.64109e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130670 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -16410899.000000 Penalty: 5845.055664
	Iteration 42Q: 3 clusters Score -1.64109e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130671 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -16410895.000000 Penalty: 5845.055664
	Iteration 43Q: 3 clusters Score -1.64109e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130670 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -16410903.000000 Penalty: 5845.055664
	Iteration 44Q: 3 clusters Score -1.64109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130671 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -16410905.000000 Penalty: 5845.055664
	Iteration 45Q: 3 clusters Score -1.64109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130673 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -16410902.000000 Penalty: 5845.055664
	Iteration 46Q: 3 clusters Score -1.64109e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130675 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -16410905.000000 Penalty: 5845.055664
	Iteration 47Q: 3 clusters Score -1.64109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130676 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -16410906.000000 Penalty: 5845.055664
	Iteration 48Q: 3 clusters Score -1.641091e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130676 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -16410906.000000 Penalty: 5845.055664
	Iteration 49F: 3 clusters Score -1.641091e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (93882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93882 members 
Entering Unmasked Estep 
Score: -11717099.000000 Penalty: 2839.548828
	Iteration 0F: 2 clusters Score -1.17171e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47151 members 
Mstep: Class 2 contains 46731 members 
Entering Unmasked Estep 
Score: -11654372.000000 Penalty: 5679.097656
	Iteration 0F: 3 clusters Score -1.165437e+07 nChanged 44254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48709 members 
Mstep: Class 2 contains 45173 members 
Entering Unmasked Estep 
Score: -11680007.000000 Penalty: 5679.097656
	Iteration 1F: 3 clusters Score -1.168001e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49771 members 
Mstep: Class 2 contains 44111 members 
Entering Unmasked Estep 
Score: -11681061.000000 Penalty: 5679.097656
	Iteration 2Q: 3 clusters Score -1.168106e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51342 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -11682531.000000 Penalty: 5679.097656
	Iteration 3Q: 3 clusters Score -1.168253e+07 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53789 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
Score: -11684679.000000 Penalty: 5679.097656
	Iteration 4Q: 3 clusters Score -1.168468e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57186 members 
Mstep: Class 2 contains 36696 members 
Entering Unmasked Estep 
Score: -11687893.000000 Penalty: 5679.097656
	Iteration 5F: 3 clusters Score -1.168789e+07 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61690 members 
Mstep: Class 2 contains 32192 members 
Entering Unmasked Estep 
Score: -11692374.000000 Penalty: 5679.097656
	Iteration 6F: 3 clusters Score -1.169237e+07 nChanged 6353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66699 members 
Mstep: Class 2 contains 27183 members 
Entering Unmasked Estep 
Score: -11697264.000000 Penalty: 5679.097656
	Iteration 7F: 3 clusters Score -1.169726e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71454 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -11701929.000000 Penalty: 5679.097656
	Iteration 8F: 3 clusters Score -1.170193e+07 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75216 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -11705460.000000 Penalty: 5679.097656
	Iteration 9F: 3 clusters Score -1.170546e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78157 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -11707946.000000 Penalty: 5679.097656
	Iteration 10Q: 3 clusters Score -1.170795e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80451 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -11709536.000000 Penalty: 5679.097656
	Iteration 11Q: 3 clusters Score -1.170954e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82314 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -11710742.000000 Penalty: 5679.097656
	Iteration 12Q: 3 clusters Score -1.171074e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83905 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -11711827.000000 Penalty: 5679.097656
	Iteration 13Q: 3 clusters Score -1.171183e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85220 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -11712660.000000 Penalty: 5679.097656
	Iteration 14Q: 3 clusters Score -1.171266e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86250 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -11713334.000000 Penalty: 5679.097656
	Iteration 15Q: 3 clusters Score -1.171333e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87088 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -11713830.000000 Penalty: 5679.097656
	Iteration 16Q: 3 clusters Score -1.171383e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87765 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -11714204.000000 Penalty: 5679.097656
	Iteration 17Q: 3 clusters Score -1.17142e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88293 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -11714411.000000 Penalty: 5679.097656
	Iteration 18Q: 3 clusters Score -1.171441e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88705 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -11714615.000000 Penalty: 5679.097656
	Iteration 19Q: 3 clusters Score -1.171462e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89036 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -11714723.000000 Penalty: 5679.097656
	Iteration 20F: 3 clusters Score -1.171472e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89315 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -11714831.000000 Penalty: 5679.097656
	Iteration 21Q: 3 clusters Score -1.171483e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89550 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -11714908.000000 Penalty: 5679.097656
	Iteration 22Q: 3 clusters Score -1.171491e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89756 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -11714976.000000 Penalty: 5679.097656
	Iteration 23Q: 3 clusters Score -1.171498e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89933 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -11715017.000000 Penalty: 5679.097656
	Iteration 24Q: 3 clusters Score -1.171502e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90069 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -11715094.000000 Penalty: 5679.097656
	Iteration 25Q: 3 clusters Score -1.171509e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90205 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -11715126.000000 Penalty: 5679.097656
	Iteration 26Q: 3 clusters Score -1.171513e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90315 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -11715114.000000 Penalty: 5679.097656
	Iteration 27Q: 3 clusters Score -1.171511e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90394 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -11715134.000000 Penalty: 5679.097656
	Iteration 28Q: 3 clusters Score -1.171513e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90480 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -11715185.000000 Penalty: 5679.097656
	Iteration 29Q: 3 clusters Score -1.171518e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90555 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -11715188.000000 Penalty: 5679.097656
	Iteration 30Q: 3 clusters Score -1.171519e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90629 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -11715211.000000 Penalty: 5679.097656
	Iteration 31Q: 3 clusters Score -1.171521e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90691 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -11715219.000000 Penalty: 5679.097656
	Iteration 32Q: 3 clusters Score -1.171522e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90748 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -11715227.000000 Penalty: 5679.097656
	Iteration 33Q: 3 clusters Score -1.171523e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90793 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -11715237.000000 Penalty: 5679.097656
	Iteration 34Q: 3 clusters Score -1.171524e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90827 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -11715243.000000 Penalty: 5679.097656
	Iteration 35Q: 3 clusters Score -1.171524e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90853 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -11715230.000000 Penalty: 5679.097656
	Iteration 36Q: 3 clusters Score -1.171523e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90878 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -11715238.000000 Penalty: 5679.097656
	Iteration 37Q: 3 clusters Score -1.171524e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90898 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -11715234.000000 Penalty: 5679.097656
	Iteration 38Q: 3 clusters Score -1.171523e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90917 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -11715228.000000 Penalty: 5679.097656
	Iteration 39Q: 3 clusters Score -1.171523e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90935 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -11715238.000000 Penalty: 5679.097656
	Iteration 40F: 3 clusters Score -1.171524e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90956 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -11715262.000000 Penalty: 5679.097656
	Iteration 41Q: 3 clusters Score -1.171526e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90978 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -11715250.000000 Penalty: 5679.097656
	Iteration 42Q: 3 clusters Score -1.171525e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90995 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -11715266.000000 Penalty: 5679.097656
	Iteration 43Q: 3 clusters Score -1.171527e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91006 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -11715273.000000 Penalty: 5679.097656
	Iteration 44Q: 3 clusters Score -1.171527e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91017 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -11715293.000000 Penalty: 5679.097656
	Iteration 45Q: 3 clusters Score -1.171529e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91027 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -11715293.000000 Penalty: 5679.097656
	Iteration 46Q: 3 clusters Score -1.171529e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91039 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -11715303.000000 Penalty: 5679.097656
	Iteration 47Q: 3 clusters Score -1.17153e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91049 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -11715310.000000 Penalty: 5679.097656
	Iteration 48Q: 3 clusters Score -1.171531e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91056 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -11715291.000000 Penalty: 5679.097656
	Iteration 49Q: 3 clusters Score -1.171529e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91061 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -11715299.000000 Penalty: 5679.097656
	Iteration 50Q: 3 clusters Score -1.17153e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91062 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -11715294.000000 Penalty: 5679.097656
	Iteration 51Q: 3 clusters Score -1.171529e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91065 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -11715298.000000 Penalty: 5679.097656
	Iteration 52Q: 3 clusters Score -1.17153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91068 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -11715287.000000 Penalty: 5679.097656
	Iteration 53Q: 3 clusters Score -1.171529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91070 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -11715294.000000 Penalty: 5679.097656
	Iteration 54Q: 3 clusters Score -1.171529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91072 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -11715296.000000 Penalty: 5679.097656
	Iteration 55Q: 3 clusters Score -1.17153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91073 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -11715298.000000 Penalty: 5679.097656
	Iteration 56Q: 3 clusters Score -1.17153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91074 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -11715307.000000 Penalty: 5679.097656
	Iteration 57Q: 3 clusters Score -1.171531e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91080 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -11715300.000000 Penalty: 5679.097656
	Iteration 58Q: 3 clusters Score -1.17153e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91082 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -11715307.000000 Penalty: 5679.097656
	Iteration 59Q: 3 clusters Score -1.171531e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91082 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -11715307.000000 Penalty: 5679.097656
	Iteration 60F: 3 clusters Score -1.171531e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (124508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124508 members 
Entering Unmasked Estep 
Score: -15572018.000000 Penalty: 2909.567139
	Iteration 0F: 2 clusters Score -1.557202e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62230 members 
Mstep: Class 2 contains 62278 members 
Entering Unmasked Estep 
Score: -15488227.000000 Penalty: 5819.134277
	Iteration 0F: 3 clusters Score -1.548823e+07 nChanged 59336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62202 members 
Mstep: Class 2 contains 62306 members 
Entering Unmasked Estep 
Score: -15522421.000000 Penalty: 5819.134277
	Iteration 1F: 3 clusters Score -1.552242e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62081 members 
Mstep: Class 2 contains 62427 members 
Entering Unmasked Estep 
Score: -15523692.000000 Penalty: 5819.134277
	Iteration 2Q: 3 clusters Score -1.552369e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61712 members 
Mstep: Class 2 contains 62796 members 
Entering Unmasked Estep 
Score: -15525380.000000 Penalty: 5819.134277
	Iteration 3Q: 3 clusters Score -1.552538e+07 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60833 members 
Mstep: Class 2 contains 63675 members 
Entering Unmasked Estep 
Score: -15527880.000000 Penalty: 5819.134277
	Iteration 4Q: 3 clusters Score -1.552788e+07 nChanged 6446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59123 members 
Mstep: Class 2 contains 65385 members 
Entering Unmasked Estep 
Score: -15531093.000000 Penalty: 5819.134277
	Iteration 5F: 3 clusters Score -1.553109e+07 nChanged 7620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56119 members 
Mstep: Class 2 contains 68389 members 
Entering Unmasked Estep 
Score: -15535423.000000 Penalty: 5819.134277
	Iteration 6F: 3 clusters Score -1.553542e+07 nChanged 8508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51517 members 
Mstep: Class 2 contains 72991 members 
Entering Unmasked Estep 
Score: -15541122.000000 Penalty: 5819.134277
	Iteration 7F: 3 clusters Score -1.554112e+07 nChanged 9117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45506 members 
Mstep: Class 2 contains 79002 members 
Entering Unmasked Estep 
Score: -15547853.000000 Penalty: 5819.134277
	Iteration 8F: 3 clusters Score -1.554785e+07 nChanged 8710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38998 members 
Mstep: Class 2 contains 85510 members 
Entering Unmasked Estep 
Score: -15554665.000000 Penalty: 5819.134277
	Iteration 9F: 3 clusters Score -1.555466e+07 nChanged 7226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33162 members 
Mstep: Class 2 contains 91346 members 
Entering Unmasked Estep 
Score: -15560023.000000 Penalty: 5819.134277
	Iteration 10F: 3 clusters Score -1.556002e+07 nChanged 5528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Mstep: Class 2 contains 96228 members 
Entering Unmasked Estep 
Score: -15563514.000000 Penalty: 5819.134277
	Iteration 11Q: 3 clusters Score -1.556351e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24189 members 
Mstep: Class 2 contains 100319 members 
Entering Unmasked Estep 
Score: -15565932.000000 Penalty: 5819.134277
	Iteration 12Q: 3 clusters Score -1.556593e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 103856 members 
Entering Unmasked Estep 
Score: -15567666.000000 Penalty: 5819.134277
	Iteration 13Q: 3 clusters Score -1.556767e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 106957 members 
Entering Unmasked Estep 
Score: -15569146.000000 Penalty: 5819.134277
	Iteration 14Q: 3 clusters Score -1.556915e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 109745 members 
Entering Unmasked Estep 
Score: -15570365.000000 Penalty: 5819.134277
	Iteration 15Q: 3 clusters Score -1.557036e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 112152 members 
Entering Unmasked Estep 
Score: -15571351.000000 Penalty: 5819.134277
	Iteration 16Q: 3 clusters Score -1.557135e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 114146 members 
Entering Unmasked Estep 
Score: -15572123.000000 Penalty: 5819.134277
	Iteration 17Q: 3 clusters Score -1.557212e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 115763 members 
Entering Unmasked Estep 
Score: -15572757.000000 Penalty: 5819.134277
	Iteration 18Q: 3 clusters Score -1.557276e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 117040 members 
Entering Unmasked Estep 
Score: -15573223.000000 Penalty: 5819.134277
	Iteration 19Q: 3 clusters Score -1.557322e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 118010 members 
Entering Unmasked Estep 
Score: -15573572.000000 Penalty: 5819.134277
	Iteration 20F: 3 clusters Score -1.557357e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 118754 members 
Entering Unmasked Estep 
Score: -15573792.000000 Penalty: 5819.134277
	Iteration 21Q: 3 clusters Score -1.557379e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 119379 members 
Entering Unmasked Estep 
Score: -15573990.000000 Penalty: 5819.134277
	Iteration 22Q: 3 clusters Score -1.557399e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 119869 members 
Entering Unmasked Estep 
Score: -15574114.000000 Penalty: 5819.134277
	Iteration 23Q: 3 clusters Score -1.557411e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 120260 members 
Entering Unmasked Estep 
Score: -15574205.000000 Penalty: 5819.134277
	Iteration 24Q: 3 clusters Score -1.55742e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 120553 members 
Entering Unmasked Estep 
Score: -15574323.000000 Penalty: 5819.134277
	Iteration 25Q: 3 clusters Score -1.557432e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 120764 members 
Entering Unmasked Estep 
Score: -15574347.000000 Penalty: 5819.134277
	Iteration 26Q: 3 clusters Score -1.557435e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 120922 members 
Entering Unmasked Estep 
Score: -15574362.000000 Penalty: 5819.134277
	Iteration 27Q: 3 clusters Score -1.557436e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 121060 members 
Entering Unmasked Estep 
Score: -15574415.000000 Penalty: 5819.134277
	Iteration 28Q: 3 clusters Score -1.557442e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 121159 members 
Entering Unmasked Estep 
Score: -15574439.000000 Penalty: 5819.134277
	Iteration 29Q: 3 clusters Score -1.557444e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 121228 members 
Entering Unmasked Estep 
Score: -15574465.000000 Penalty: 5819.134277
	Iteration 30Q: 3 clusters Score -1.557446e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 121292 members 
Entering Unmasked Estep 
Score: -15574481.000000 Penalty: 5819.134277
	Iteration 31Q: 3 clusters Score -1.557448e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 121347 members 
Entering Unmasked Estep 
Score: -15574479.000000 Penalty: 5819.134277
	Iteration 32Q: 3 clusters Score -1.557448e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 121380 members 
Entering Unmasked Estep 
Score: -15574469.000000 Penalty: 5819.134277
	Iteration 33Q: 3 clusters Score -1.557447e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 121414 members 
Entering Unmasked Estep 
Score: -15574473.000000 Penalty: 5819.134277
	Iteration 34Q: 3 clusters Score -1.557447e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 121448 members 
Entering Unmasked Estep 
Score: -15574490.000000 Penalty: 5819.134277
	Iteration 35Q: 3 clusters Score -1.557449e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 121470 members 
Entering Unmasked Estep 
Score: -15574490.000000 Penalty: 5819.134277
	Iteration 36Q: 3 clusters Score -1.557449e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 121479 members 
Entering Unmasked Estep 
Score: -15574507.000000 Penalty: 5819.134277
	Iteration 37Q: 3 clusters Score -1.557451e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 121497 members 
Entering Unmasked Estep 
Score: -15574518.000000 Penalty: 5819.134277
	Iteration 38Q: 3 clusters Score -1.557452e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 121504 members 
Entering Unmasked Estep 
Score: -15574507.000000 Penalty: 5819.134277
	Iteration 39Q: 3 clusters Score -1.557451e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 121514 members 
Entering Unmasked Estep 
Score: -15574509.000000 Penalty: 5819.134277
	Iteration 40F: 3 clusters Score -1.557451e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 121518 members 
Entering Unmasked Estep 
Score: -15574507.000000 Penalty: 5819.134277
	Iteration 41Q: 3 clusters Score -1.557451e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 121523 members 
Entering Unmasked Estep 
Score: -15574511.000000 Penalty: 5819.134277
	Iteration 42Q: 3 clusters Score -1.557451e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 121535 members 
Entering Unmasked Estep 
Score: -15574513.000000 Penalty: 5819.134277
	Iteration 43Q: 3 clusters Score -1.557451e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 121536 members 
Entering Unmasked Estep 
Score: -15574504.000000 Penalty: 5819.134277
	Iteration 44Q: 3 clusters Score -1.55745e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 121546 members 
Entering Unmasked Estep 
Score: -15574509.000000 Penalty: 5819.134277
	Iteration 45Q: 3 clusters Score -1.557451e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 121553 members 
Entering Unmasked Estep 
Score: -15574522.000000 Penalty: 5819.134277
	Iteration 46Q: 3 clusters Score -1.557452e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 121560 members 
Entering Unmasked Estep 
Score: -15574508.000000 Penalty: 5819.134277
	Iteration 47Q: 3 clusters Score -1.557451e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 121570 members 
Entering Unmasked Estep 
Score: -15574513.000000 Penalty: 5819.134277
	Iteration 48Q: 3 clusters Score -1.557451e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 121580 members 
Entering Unmasked Estep 
Score: -15574513.000000 Penalty: 5819.134277
	Iteration 49Q: 3 clusters Score -1.557451e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 121594 members 
Entering Unmasked Estep 
Score: -15574517.000000 Penalty: 5819.134277
	Iteration 50Q: 3 clusters Score -1.557452e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 121612 members 
Entering Unmasked Estep 
Score: -15574510.000000 Penalty: 5819.134277
	Iteration 51Q: 3 clusters Score -1.557451e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 121625 members 
Entering Unmasked Estep 
Score: -15574539.000000 Penalty: 5819.134277
	Iteration 52Q: 3 clusters Score -1.557454e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 121630 members 
Entering Unmasked Estep 
Score: -15574540.000000 Penalty: 5819.134277
	Iteration 53Q: 3 clusters Score -1.557454e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 121633 members 
Entering Unmasked Estep 
Score: -15574532.000000 Penalty: 5819.134277
	Iteration 54Q: 3 clusters Score -1.557453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 121633 members 
Entering Unmasked Estep 
Score: -15574538.000000 Penalty: 5819.134277
	Iteration 55Q: 3 clusters Score -1.557454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 121636 members 
Entering Unmasked Estep 
Score: -15574541.000000 Penalty: 5819.134277
	Iteration 56Q: 3 clusters Score -1.557454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 121640 members 
Entering Unmasked Estep 
Score: -15574540.000000 Penalty: 5819.134277
	Iteration 57Q: 3 clusters Score -1.557454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 121646 members 
Entering Unmasked Estep 
Score: -15574550.000000 Penalty: 5819.134277
	Iteration 58Q: 3 clusters Score -1.557455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 121650 members 
Entering Unmasked Estep 
Score: -15574544.000000 Penalty: 5819.134277
	Iteration 59Q: 3 clusters Score -1.557454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 121654 members 
Entering Unmasked Estep 
Score: -15574528.000000 Penalty: 5819.134277
	Iteration 60F: 3 clusters Score -1.557453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 121657 members 
Entering Unmasked Estep 
Score: -15574537.000000 Penalty: 5819.134277
	Iteration 61Q: 3 clusters Score -1.557454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 121659 members 
Entering Unmasked Estep 
Score: -15574538.000000 Penalty: 5819.134277
	Iteration 62Q: 3 clusters Score -1.557454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 121660 members 
Entering Unmasked Estep 
Score: -15574537.000000 Penalty: 5819.134277
	Iteration 63Q: 3 clusters Score -1.557454e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 121660 members 
Entering Unmasked Estep 
Score: -15574537.000000 Penalty: 5819.134277
	Iteration 64F: 3 clusters Score -1.557454e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 61923 members 
Mstep: Class 2 contains 3953 members 
Mstep: Class 3 contains 56199 members 
Mstep: Class 4 contains 49729 members 
Mstep: Class 5 contains 5829 members 
Mstep: Class 6 contains 23085 members 
Mstep: Class 7 contains 9229 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 3145 members 
Mstep: Class 11 contains 19635 members 
Mstep: Class 12 contains 60545 members 
Mstep: Class 13 contains 131188 members 
Mstep: Class 14 contains 121660 members 
Mstep: Class 15 contains 93882 members 
Mstep: Class 16 contains 2848 members 
Mstep: Class 17 contains 2459 members 
Mstep: Class 18 contains 8690 members 
Mstep: Class 19 contains 200599 members 
Entering Unmasked Estep 
Score: -104720880.000000 Penalty: 64373.832031
Splitting cluster 16 changes total score from -104707400.000000 to -104720880.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 17 (2459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Entering Unmasked Estep 
Score: -267802.968750 Penalty: 1936.262451
	Iteration 0F: 2 clusters Score -267803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -265048.062500 Penalty: 3872.524902
	Iteration 0F: 3 clusters Score -265048.1 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -265994.187500 Penalty: 3872.524902
	Iteration 1F: 3 clusters Score -265994.2 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -266555.906250 Penalty: 3872.524902
	Iteration 2F: 3 clusters Score -266555.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -267052.875000 Penalty: 3872.524902
	Iteration 3F: 3 clusters Score -267052.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -267552.781250 Penalty: 3872.524902
	Iteration 4F: 3 clusters Score -267552.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -267854.031250 Penalty: 3872.524902
	Iteration 5F: 3 clusters Score -267854 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -267958.937500 Penalty: 3872.524902
	Iteration 6Q: 3 clusters Score -267958.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -268003.656250 Penalty: 3872.524902
	Iteration 7Q: 3 clusters Score -268003.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -268030.343750 Penalty: 3872.524902
	Iteration 8Q: 3 clusters Score -268030.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -268049.906250 Penalty: 3872.524902
	Iteration 9Q: 3 clusters Score -268049.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -268076.312500 Penalty: 3872.524902
	Iteration 10Q: 3 clusters Score -268076.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -268103.093750 Penalty: 3872.524902
	Iteration 11Q: 3 clusters Score -268103.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -268130.656250 Penalty: 3872.524902
	Iteration 12Q: 3 clusters Score -268130.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -268166.062500 Penalty: 3872.524902
	Iteration 13Q: 3 clusters Score -268166.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -268198.125000 Penalty: 3872.524902
	Iteration 14Q: 3 clusters Score -268198.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -268233.187500 Penalty: 3872.524902
	Iteration 15Q: 3 clusters Score -268233.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -268267.093750 Penalty: 3872.524902
	Iteration 16Q: 3 clusters Score -268267.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -268296.937500 Penalty: 3872.524902
	Iteration 17Q: 3 clusters Score -268296.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -268330.031250 Penalty: 3872.524902
	Iteration 18Q: 3 clusters Score -268330 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -268368.312500 Penalty: 3872.524902
	Iteration 19Q: 3 clusters Score -268368.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -268407.125000 Penalty: 3872.524902
	Iteration 20F: 3 clusters Score -268407.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -268439.906250 Penalty: 3872.524902
	Iteration 21Q: 3 clusters Score -268439.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -268472.000000 Penalty: 3872.524902
	Iteration 22Q: 3 clusters Score -268472 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -268499.656250 Penalty: 3872.524902
	Iteration 23Q: 3 clusters Score -268499.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -268513.812500 Penalty: 3872.524902
	Iteration 24Q: 3 clusters Score -268513.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -268521.843750 Penalty: 3872.524902
	Iteration 25Q: 3 clusters Score -268521.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -268524.531250 Penalty: 3872.524902
	Iteration 26Q: 3 clusters Score -268524.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -268526.062500 Penalty: 3872.524902
	Iteration 27Q: 3 clusters Score -268526.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -268526.062500 Penalty: 3872.524902
	Iteration 28F: 3 clusters Score -268526.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 61923 members 
Mstep: Class 2 contains 3953 members 
Mstep: Class 3 contains 56199 members 
Mstep: Class 4 contains 49729 members 
Mstep: Class 5 contains 5829 members 
Mstep: Class 6 contains 23085 members 
Mstep: Class 7 contains 9229 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 3145 members 
Mstep: Class 11 contains 19635 members 
Mstep: Class 12 contains 60545 members 
Mstep: Class 13 contains 131188 members 
Mstep: Class 14 contains 121660 members 
Mstep: Class 15 contains 93882 members 
Mstep: Class 16 contains 2848 members 
Mstep: Class 17 contains 782 members 
Mstep: Class 18 contains 8690 members 
Mstep: Class 19 contains 200599 members 
Mstep: Class 20 contains 1677 members 
Entering Unmasked Estep 
Score: -104720240.000000 Penalty: 67761.929688
Splitting cluster 17 changes total score from -104707400.000000 to -104720240.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 18 (8690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Entering Unmasked Estep 
Score: -1098513.875000 Penalty: 2249.342285
	Iteration 0F: 2 clusters Score -1098514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1091663.375000 Penalty: 4498.684570
	Iteration 0F: 3 clusters Score -1091663 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1093663.875000 Penalty: 4498.684570
	Iteration 1F: 3 clusters Score -1093664 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1093960.375000 Penalty: 4498.684570
	Iteration 2F: 3 clusters Score -1093960 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1094229.875000 Penalty: 4498.684570
	Iteration 3F: 3 clusters Score -1094230 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1094451.000000 Penalty: 4498.684570
	Iteration 4Q: 3 clusters Score -1094451 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1094655.750000 Penalty: 4498.684570
	Iteration 5Q: 3 clusters Score -1094656 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -1094848.500000 Penalty: 4498.684570
	Iteration 6Q: 3 clusters Score -1094848 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1095035.875000 Penalty: 4498.684570
	Iteration 7Q: 3 clusters Score -1095036 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1095204.125000 Penalty: 4498.684570
	Iteration 8Q: 3 clusters Score -1095204 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1095371.875000 Penalty: 4498.684570
	Iteration 9Q: 3 clusters Score -1095372 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1095544.125000 Penalty: 4498.684570
	Iteration 10Q: 3 clusters Score -1095544 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1095723.500000 Penalty: 4498.684570
	Iteration 11Q: 3 clusters Score -1095724 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1095877.625000 Penalty: 4498.684570
	Iteration 12Q: 3 clusters Score -1095878 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1096033.750000 Penalty: 4498.684570
	Iteration 13Q: 3 clusters Score -1096034 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1096162.875000 Penalty: 4498.684570
	Iteration 14Q: 3 clusters Score -1096163 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -1096259.750000 Penalty: 4498.684570
	Iteration 15Q: 3 clusters Score -1096260 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1096343.000000 Penalty: 4498.684570
	Iteration 16Q: 3 clusters Score -1096343 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1096411.875000 Penalty: 4498.684570
	Iteration 17Q: 3 clusters Score -1096412 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1096476.000000 Penalty: 4498.684570
	Iteration 18Q: 3 clusters Score -1096476 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1096534.625000 Penalty: 4498.684570
	Iteration 19Q: 3 clusters Score -1096535 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1096579.250000 Penalty: 4498.684570
	Iteration 20F: 3 clusters Score -1096579 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1096611.750000 Penalty: 4498.684570
	Iteration 21Q: 3 clusters Score -1096612 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1096634.125000 Penalty: 4498.684570
	Iteration 22Q: 3 clusters Score -1096634 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1096648.500000 Penalty: 4498.684570
	Iteration 23Q: 3 clusters Score -1096648 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1096660.250000 Penalty: 4498.684570
	Iteration 24Q: 3 clusters Score -1096660 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1096673.625000 Penalty: 4498.684570
	Iteration 25Q: 3 clusters Score -1096674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1096677.875000 Penalty: 4498.684570
	Iteration 26Q: 3 clusters Score -1096678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1096679.875000 Penalty: 4498.684570
	Iteration 27Q: 3 clusters Score -1096680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1096680.875000 Penalty: 4498.684570
	Iteration 28Q: 3 clusters Score -1096681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1096681.500000 Penalty: 4498.684570
	Iteration 29Q: 3 clusters Score -1096682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1096681.250000 Penalty: 4498.684570
	Iteration 30Q: 3 clusters Score -1096681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1096681.125000 Penalty: 4498.684570
	Iteration 31Q: 3 clusters Score -1096681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1096683.375000 Penalty: 4498.684570
	Iteration 32Q: 3 clusters Score -1096683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1096683.375000 Penalty: 4498.684570
	Iteration 33F: 3 clusters Score -1096683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (200599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200599 members 
Entering Unmasked Estep 
Score: -24901074.000000 Penalty: 3027.847656
	Iteration 0F: 2 clusters Score -2.490107e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100160 members 
Mstep: Class 2 contains 100439 members 
Entering Unmasked Estep 
Score: -24771794.000000 Penalty: 6055.695312
	Iteration 0F: 3 clusters Score -2.477179e+07 nChanged 96371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97509 members 
Mstep: Class 2 contains 103090 members 
Entering Unmasked Estep 
Score: -24829434.000000 Penalty: 6055.695312
	Iteration 1F: 3 clusters Score -2.482943e+07 nChanged 6080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95903 members 
Mstep: Class 2 contains 104696 members 
Entering Unmasked Estep 
Score: -24831024.000000 Penalty: 6055.695312
	Iteration 2Q: 3 clusters Score -2.483102e+07 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93456 members 
Mstep: Class 2 contains 107143 members 
Entering Unmasked Estep 
Score: -24833646.000000 Penalty: 6055.695312
	Iteration 3Q: 3 clusters Score -2.483365e+07 nChanged 8140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89950 members 
Mstep: Class 2 contains 110649 members 
Entering Unmasked Estep 
Score: -24837320.000000 Penalty: 6055.695312
	Iteration 4Q: 3 clusters Score -2.483732e+07 nChanged 9846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85500 members 
Mstep: Class 2 contains 115099 members 
Entering Unmasked Estep 
Score: -24842608.000000 Penalty: 6055.695312
	Iteration 5Q: 3 clusters Score -2.484261e+07 nChanged 11381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80135 members 
Mstep: Class 2 contains 120464 members 
Entering Unmasked Estep 
Score: -24849924.000000 Penalty: 6055.695312
	Iteration 6F: 3 clusters Score -2.484992e+07 nChanged 12456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74427 members 
Mstep: Class 2 contains 126172 members 
Entering Unmasked Estep 
Score: -24858872.000000 Penalty: 6055.695312
	Iteration 7F: 3 clusters Score -2.485887e+07 nChanged 12539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69422 members 
Mstep: Class 2 contains 131177 members 
Entering Unmasked Estep 
Score: -24868076.000000 Penalty: 6055.695312
	Iteration 8F: 3 clusters Score -2.486808e+07 nChanged 10959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65577 members 
Mstep: Class 2 contains 135022 members 
Entering Unmasked Estep 
Score: -24874476.000000 Penalty: 6055.695312
	Iteration 9F: 3 clusters Score -2.487448e+07 nChanged 7948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62583 members 
Mstep: Class 2 contains 138016 members 
Entering Unmasked Estep 
Score: -24877872.000000 Penalty: 6055.695312
	Iteration 10Q: 3 clusters Score -2.487787e+07 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59765 members 
Mstep: Class 2 contains 140834 members 
Entering Unmasked Estep 
Score: -24880024.000000 Penalty: 6055.695312
	Iteration 11Q: 3 clusters Score -2.488002e+07 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56951 members 
Mstep: Class 2 contains 143648 members 
Entering Unmasked Estep 
Score: -24881526.000000 Penalty: 6055.695312
	Iteration 12Q: 3 clusters Score -2.488153e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54056 members 
Mstep: Class 2 contains 146543 members 
Entering Unmasked Estep 
Score: -24882674.000000 Penalty: 6055.695312
	Iteration 13Q: 3 clusters Score -2.488267e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50958 members 
Mstep: Class 2 contains 149641 members 
Entering Unmasked Estep 
Score: -24884220.000000 Penalty: 6055.695312
	Iteration 14Q: 3 clusters Score -2.488422e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47526 members 
Mstep: Class 2 contains 153073 members 
Entering Unmasked Estep 
Score: -24885668.000000 Penalty: 6055.695312
	Iteration 15Q: 3 clusters Score -2.488567e+07 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43687 members 
Mstep: Class 2 contains 156912 members 
Entering Unmasked Estep 
Score: -24887540.000000 Penalty: 6055.695312
	Iteration 16Q: 3 clusters Score -2.488754e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39549 members 
Mstep: Class 2 contains 161050 members 
Entering Unmasked Estep 
Score: -24889216.000000 Penalty: 6055.695312
	Iteration 17Q: 3 clusters Score -2.488922e+07 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35078 members 
Mstep: Class 2 contains 165521 members 
Entering Unmasked Estep 
Score: -24891142.000000 Penalty: 6055.695312
	Iteration 18Q: 3 clusters Score -2.489114e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30522 members 
Mstep: Class 2 contains 170077 members 
Entering Unmasked Estep 
Score: -24893124.000000 Penalty: 6055.695312
	Iteration 19Q: 3 clusters Score -2.489312e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 174478 members 
Entering Unmasked Estep 
Score: -24894644.000000 Penalty: 6055.695312
	Iteration 20F: 3 clusters Score -2.489464e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 178447 members 
Entering Unmasked Estep 
Score: -24896170.000000 Penalty: 6055.695312
	Iteration 21Q: 3 clusters Score -2.489617e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 182038 members 
Entering Unmasked Estep 
Score: -24897414.000000 Penalty: 6055.695312
	Iteration 22Q: 3 clusters Score -2.489741e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 185151 members 
Entering Unmasked Estep 
Score: -24898428.000000 Penalty: 6055.695312
	Iteration 23Q: 3 clusters Score -2.489843e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 187759 members 
Entering Unmasked Estep 
Score: -24898988.000000 Penalty: 6055.695312
	Iteration 24Q: 3 clusters Score -2.489899e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 189989 members 
Entering Unmasked Estep 
Score: -24899488.000000 Penalty: 6055.695312
	Iteration 25Q: 3 clusters Score -2.489949e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 191886 members 
Entering Unmasked Estep 
Score: -24899882.000000 Penalty: 6055.695312
	Iteration 26Q: 3 clusters Score -2.489988e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 193472 members 
Entering Unmasked Estep 
Score: -24899916.000000 Penalty: 6055.695312
	Iteration 27Q: 3 clusters Score -2.489992e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 194737 members 
Entering Unmasked Estep 
Score: -24899958.000000 Penalty: 6055.695312
	Iteration 28Q: 3 clusters Score -2.489996e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 195715 members 
Entering Unmasked Estep 
Score: -24899990.000000 Penalty: 6055.695312
	Iteration 29Q: 3 clusters Score -2.489999e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 196474 members 
Entering Unmasked Estep 
Score: -24899974.000000 Penalty: 6055.695312
	Iteration 30Q: 3 clusters Score -2.489997e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 197042 members 
Entering Unmasked Estep 
Score: -24899892.000000 Penalty: 6055.695312
	Iteration 31Q: 3 clusters Score -2.489989e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 197476 members 
Entering Unmasked Estep 
Score: -24899812.000000 Penalty: 6055.695312
	Iteration 32Q: 3 clusters Score -2.489981e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 197823 members 
Entering Unmasked Estep 
Score: -24899704.000000 Penalty: 6055.695312
	Iteration 33Q: 3 clusters Score -2.48997e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 198110 members 
Entering Unmasked Estep 
Score: -24899728.000000 Penalty: 6055.695312
	Iteration 34Q: 3 clusters Score -2.489973e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 198337 members 
Entering Unmasked Estep 
Score: -24899640.000000 Penalty: 6055.695312
	Iteration 35Q: 3 clusters Score -2.489964e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 198521 members 
Entering Unmasked Estep 
Score: -24899608.000000 Penalty: 6055.695312
	Iteration 36Q: 3 clusters Score -2.489961e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 198664 members 
Entering Unmasked Estep 
Score: -24899626.000000 Penalty: 6055.695312
	Iteration 37Q: 3 clusters Score -2.489963e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 198779 members 
Entering Unmasked Estep 
Score: -24899638.000000 Penalty: 6055.695312
	Iteration 38Q: 3 clusters Score -2.489964e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 198869 members 
Entering Unmasked Estep 
Score: -24899634.000000 Penalty: 6055.695312
	Iteration 39Q: 3 clusters Score -2.489963e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 198937 members 
Entering Unmasked Estep 
Score: -24899600.000000 Penalty: 6055.695312
	Iteration 40F: 3 clusters Score -2.48996e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 198983 members 
Entering Unmasked Estep 
Score: -24899548.000000 Penalty: 6055.695312
	Iteration 41Q: 3 clusters Score -2.489955e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 199034 members 
Entering Unmasked Estep 
Score: -24899596.000000 Penalty: 6055.695312
	Iteration 42Q: 3 clusters Score -2.48996e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 199081 members 
Entering Unmasked Estep 
Score: -24899576.000000 Penalty: 6055.695312
	Iteration 43Q: 3 clusters Score -2.489958e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 199124 members 
Entering Unmasked Estep 
Score: -24899560.000000 Penalty: 6055.695312
	Iteration 44Q: 3 clusters Score -2.489956e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 199162 members 
Entering Unmasked Estep 
Score: -24899572.000000 Penalty: 6055.695312
	Iteration 45Q: 3 clusters Score -2.489957e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 199187 members 
Entering Unmasked Estep 
Score: -24899548.000000 Penalty: 6055.695312
	Iteration 46Q: 3 clusters Score -2.489955e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 199197 members 
Entering Unmasked Estep 
Score: -24899558.000000 Penalty: 6055.695312
	Iteration 47Q: 3 clusters Score -2.489956e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 199213 members 
Entering Unmasked Estep 
Score: -24899540.000000 Penalty: 6055.695312
	Iteration 48Q: 3 clusters Score -2.489954e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 199224 members 
Entering Unmasked Estep 
Score: -24899554.000000 Penalty: 6055.695312
	Iteration 49Q: 3 clusters Score -2.489955e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 199236 members 
Entering Unmasked Estep 
Score: -24899546.000000 Penalty: 6055.695312
	Iteration 50Q: 3 clusters Score -2.489955e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 199250 members 
Entering Unmasked Estep 
Score: -24899540.000000 Penalty: 6055.695312
	Iteration 51Q: 3 clusters Score -2.489954e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 199259 members 
Entering Unmasked Estep 
Score: -24899536.000000 Penalty: 6055.695312
	Iteration 52Q: 3 clusters Score -2.489954e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 199265 members 
Entering Unmasked Estep 
Score: -24899526.000000 Penalty: 6055.695312
	Iteration 53Q: 3 clusters Score -2.489953e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 199268 members 
Entering Unmasked Estep 
Score: -24899530.000000 Penalty: 6055.695312
	Iteration 54Q: 3 clusters Score -2.489953e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 199272 members 
Entering Unmasked Estep 
Score: -24899546.000000 Penalty: 6055.695312
	Iteration 55Q: 3 clusters Score -2.489955e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 199277 members 
Entering Unmasked Estep 
Score: -24899536.000000 Penalty: 6055.695312
	Iteration 56Q: 3 clusters Score -2.489954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 199279 members 
Entering Unmasked Estep 
Score: -24899522.000000 Penalty: 6055.695312
	Iteration 57Q: 3 clusters Score -2.489952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 199279 members 
Entering Unmasked Estep 
Score: -24899518.000000 Penalty: 6055.695312
	Iteration 58Q: 3 clusters Score -2.489952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 199280 members 
Entering Unmasked Estep 
Score: -24899520.000000 Penalty: 6055.695312
	Iteration 59Q: 3 clusters Score -2.489952e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 199280 members 
Entering Unmasked Estep 
Score: -24899520.000000 Penalty: 6055.695312
	Iteration 60F: 3 clusters Score -2.489952e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 61923 members 
Mstep: Class 3 contains 56199 members 
Mstep: Class 5 contains 5829 members 
Mstep: Class 6 contains 23085 members 
Mstep: Class 7 contains 9229 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 11 contains 19635 members 
Mstep: Class 12 contains 60545 members 
Mstep: Class 13 contains 131188 members 
Mstep: Class 15 contains 93882 members 
Mstep: Class 16 contains 2848 members 
Mstep: Class 17 contains 782 members 
Mstep: Class 18 contains 8690 members 
Mstep: Class 19 contains 200599 members 
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Iteration 39Q: 21 clusters Score -1.047254e+08 nChanged 17469
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 63466 members 
Mstep: Class 2 contains 3935 members 
Mstep: Class 3 contains 55053 members 
Mstep: Class 4 contains 48991 members 
Mstep: Class 5 contains 5754 members 
Mstep: Class 6 contains 23034 members 
Mstep: Class 7 contains 9282 members 
Mstep: Class 8 contains 1749 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 3132 members 
Mstep: Class 11 contains 19705 members 
Mstep: Class 12 contains 61046 members 
Mstep: Class 13 contains 133805 members 
Mstep: Class 14 contains 121594 members 
Mstep: Class 15 contains 94668 members 
Mstep: Class 16 contains 2882 members 
Mstep: Class 17 contains 1287 members 
Mstep: Class 18 contains 8887 members 
Mstep: Class 19 contains 196442 members 
Mstep: Class 20 contains 1644 members 
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Iteration 40F: 21 clusters Score -1.047311e+08 nChanged 13932
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 64306 members 
Mstep: Class 2 contains 4002 members 
Mstep: Class 3 contains 53984 members 
Mstep: Class 4 contains 48658 members 
Mstep: Class 5 contains 5664 members 
Mstep: Class 6 contains 22858 members 
Mstep: Class 7 contains 9393 members 
Mstep: Class 8 contains 1756 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 3173 members 
Mstep: Class 11 contains 19749 members 
Mstep: Class 12 contains 60980 members 
Mstep: Class 13 contains 137670 members 
Mstep: Class 14 contains 121813 members 
Mstep: Class 15 contains 94958 members 
Mstep: Class 16 contains 2919 members 
Mstep: Class 17 contains 1698 members 
Mstep: Class 18 contains 9557 members 
Mstep: Class 19 contains 191520 members 
Mstep: Class 20 contains 1698 members 
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Iteration 41Q: 21 clusters Score -1.047334e+08 nChanged 12027
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 64836 members 
Mstep: Class 2 contains 4104 members 
Mstep: Class 3 contains 53022 members 
Mstep: Class 4 contains 48534 members 
Mstep: Class 5 contains 5610 members 
Mstep: Class 6 contains 22741 members 
Mstep: Class 7 contains 9572 members 
Mstep: Class 8 contains 1751 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 3234 members 
Mstep: Class 11 contains 19771 members 
Mstep: Class 12 contains 60822 members 
Mstep: Class 13 contains 141830 members 
Mstep: Class 14 contains 121604 members 
Mstep: Class 15 contains 95001 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 10350 members 
Mstep: Class 19 contains 186789 members 
Mstep: Class 20 contains 1730 members 
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Iteration 42Q: 21 clusters Score -1.047355e+08 nChanged 11080
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65141 members 
Mstep: Class 2 contains 4226 members 
Mstep: Class 3 contains 52112 members 
Mstep: Class 4 contains 48470 members 
Mstep: Class 5 contains 5569 members 
Mstep: Class 6 contains 22658 members 
Mstep: Class 7 contains 9741 members 
Mstep: Class 8 contains 1751 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 3304 members 
Mstep: Class 11 contains 19777 members 
Mstep: Class 12 contains 60637 members 
Mstep: Class 13 contains 146229 members 
Mstep: Class 14 contains 121176 members 
Mstep: Class 15 contains 94897 members 
Mstep: Class 16 contains 3009 members 
Mstep: Class 17 contains 2442 members 
Mstep: Class 18 contains 11183 members 
Mstep: Class 19 contains 182279 members 
Mstep: Class 20 contains 1755 members 
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Iteration 43Q: 21 clusters Score -1.047376e+08 nChanged 10162
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65271 members 
Mstep: Class 2 contains 4354 members 
Mstep: Class 3 contains 51225 members 
Mstep: Class 4 contains 48484 members 
Mstep: Class 5 contains 5508 members 
Mstep: Class 6 contains 22581 members 
Mstep: Class 7 contains 9917 members 
Mstep: Class 8 contains 1749 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 3354 members 
Mstep: Class 11 contains 19779 members 
Mstep: Class 12 contains 60404 members 
Mstep: Class 13 contains 150710 members 
Mstep: Class 14 contains 120622 members 
Mstep: Class 15 contains 94609 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 2792 members 
Mstep: Class 18 contains 12089 members 
Mstep: Class 19 contains 178092 members 
Mstep: Class 20 contains 1778 members 
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Iteration 44Q: 21 clusters Score -1.047395e+08 nChanged 9878
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65307 members 
Mstep: Class 2 contains 4473 members 
Mstep: Class 3 contains 50409 members 
Mstep: Class 4 contains 48522 members 
Mstep: Class 5 contains 5455 members 
Mstep: Class 6 contains 22524 members 
Mstep: Class 7 contains 10074 members 
Mstep: Class 8 contains 1747 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 3405 members 
Mstep: Class 11 contains 19730 members 
Mstep: Class 12 contains 60191 members 
Mstep: Class 13 contains 155438 members 
Mstep: Class 14 contains 119954 members 
Mstep: Class 15 contains 94293 members 
Mstep: Class 16 contains 3058 members 
Mstep: Class 17 contains 3100 members 
Mstep: Class 18 contains 12996 members 
Mstep: Class 19 contains 173883 members 
Mstep: Class 20 contains 1797 members 
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Iteration 45Q: 21 clusters Score -1.047412e+08 nChanged 9572
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65335 members 
Mstep: Class 2 contains 4590 members 
Mstep: Class 3 contains 49650 members 
Mstep: Class 4 contains 48586 members 
Mstep: Class 5 contains 5425 members 
Mstep: Class 6 contains 22480 members 
Mstep: Class 7 contains 10185 members 
Mstep: Class 8 contains 1747 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 3447 members 
Mstep: Class 11 contains 19709 members 
Mstep: Class 12 contains 59985 members 
Mstep: Class 13 contains 160429 members 
Mstep: Class 14 contains 119209 members 
Mstep: Class 15 contains 93930 members 
Mstep: Class 16 contains 3076 members 
Mstep: Class 17 contains 3346 members 
Mstep: Class 18 contains 13869 members 
Mstep: Class 19 contains 169541 members 
Mstep: Class 20 contains 1817 members 
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Iteration 46Q: 21 clusters Score -1.047431e+08 nChanged 9459
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65338 members 
Mstep: Class 2 contains 4710 members 
Mstep: Class 3 contains 49001 members 
Mstep: Class 4 contains 48612 members 
Mstep: Class 5 contains 5381 members 
Mstep: Class 6 contains 22438 members 
Mstep: Class 7 contains 10278 members 
Mstep: Class 8 contains 1746 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 3488 members 
Mstep: Class 11 contains 19691 members 
Mstep: Class 12 contains 59767 members 
Mstep: Class 13 contains 165361 members 
Mstep: Class 14 contains 118526 members 
Mstep: Class 15 contains 93663 members 
Mstep: Class 16 contains 3087 members 
Mstep: Class 17 contains 3549 members 
Mstep: Class 18 contains 14736 members 
Mstep: Class 19 contains 165154 members 
Mstep: Class 20 contains 1830 members 
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Iteration 47Q: 21 clusters Score -1.04744e+08 nChanged 9236
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65361 members 
Mstep: Class 2 contains 4827 members 
Mstep: Class 3 contains 48403 members 
Mstep: Class 4 contains 48655 members 
Mstep: Class 5 contains 5348 members 
Mstep: Class 6 contains 22386 members 
Mstep: Class 7 contains 10379 members 
Mstep: Class 8 contains 1745 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 3528 members 
Mstep: Class 11 contains 19671 members 
Mstep: Class 12 contains 59547 members 
Mstep: Class 13 contains 170224 members 
Mstep: Class 14 contains 117849 members 
Mstep: Class 15 contains 93365 members 
Mstep: Class 16 contains 3090 members 
Mstep: Class 17 contains 3704 members 
Mstep: Class 18 contains 15524 members 
Mstep: Class 19 contains 160904 members 
Mstep: Class 20 contains 1846 members 
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Iteration 48Q: 21 clusters Score -1.047449e+08 nChanged 8791
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65374 members 
Mstep: Class 2 contains 4924 members 
Mstep: Class 3 contains 47830 members 
Mstep: Class 4 contains 48706 members 
Mstep: Class 5 contains 5325 members 
Mstep: Class 6 contains 22361 members 
Mstep: Class 7 contains 10451 members 
Mstep: Class 8 contains 1744 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 3554 members 
Mstep: Class 11 contains 19662 members 
Mstep: Class 12 contains 59325 members 
Mstep: Class 13 contains 174900 members 
Mstep: Class 14 contains 117182 members 
Mstep: Class 15 contains 93068 members 
Mstep: Class 16 contains 3091 members 
Mstep: Class 17 contains 3816 members 
Mstep: Class 18 contains 16243 members 
Mstep: Class 19 contains 156932 members 
Mstep: Class 20 contains 1868 members 
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Iteration 49Q: 21 clusters Score -1.047463e+08 nChanged 8597
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65390 members 
Mstep: Class 2 contains 5009 members 
Mstep: Class 3 contains 47323 members 
Mstep: Class 4 contains 48763 members 
Mstep: Class 5 contains 5299 members 
Mstep: Class 6 contains 22332 members 
Mstep: Class 7 contains 10518 members 
Mstep: Class 8 contains 1743 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 3576 members 
Mstep: Class 11 contains 19665 members 
Mstep: Class 12 contains 59073 members 
Mstep: Class 13 contains 179343 members 
Mstep: Class 14 contains 116430 members 
Mstep: Class 15 contains 92804 members 
Mstep: Class 16 contains 3106 members 
Mstep: Class 17 contains 3905 members 
Mstep: Class 18 contains 16920 members 
Mstep: Class 19 contains 153276 members 
Mstep: Class 20 contains 1881 members 
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Iteration 50Q: 21 clusters Score -1.047475e+08 nChanged 8641
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65405 members 
Mstep: Class 2 contains 5090 members 
Mstep: Class 3 contains 46865 members 
Mstep: Class 4 contains 48828 members 
Mstep: Class 5 contains 5264 members 
Mstep: Class 6 contains 22327 members 
Mstep: Class 7 contains 10562 members 
Mstep: Class 8 contains 1743 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 3596 members 
Mstep: Class 11 contains 19686 members 
Mstep: Class 12 contains 58816 members 
Mstep: Class 13 contains 183572 members 
Mstep: Class 14 contains 115749 members 
Mstep: Class 15 contains 92506 members 
Mstep: Class 16 contains 3115 members 
Mstep: Class 17 contains 3980 members 
Mstep: Class 18 contains 17576 members 
Mstep: Class 19 contains 149789 members 
Mstep: Class 20 contains 1887 members 
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Iteration 51Q: 21 clusters Score -1.047483e+08 nChanged 8977
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65408 members 
Mstep: Class 2 contains 5165 members 
Mstep: Class 3 contains 46420 members 
Mstep: Class 4 contains 48886 members 
Mstep: Class 5 contains 5230 members 
Mstep: Class 6 contains 22324 members 
Mstep: Class 7 contains 10612 members 
Mstep: Class 8 contains 1743 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 3617 members 
Mstep: Class 11 contains 19705 members 
Mstep: Class 12 contains 58514 members 
Mstep: Class 13 contains 187702 members 
Mstep: Class 14 contains 115065 members 
Mstep: Class 15 contains 92277 members 
Mstep: Class 16 contains 3118 members 
Mstep: Class 17 contains 4060 members 
Mstep: Class 18 contains 18199 members 
Mstep: Class 19 contains 146412 members 
Mstep: Class 20 contains 1899 members 
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Iteration 52Q: 21 clusters Score -1.047491e+08 nChanged 9098
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65426 members 
Mstep: Class 2 contains 5236 members 
Mstep: Class 3 contains 45987 members 
Mstep: Class 4 contains 49015 members 
Mstep: Class 5 contains 5217 members 
Mstep: Class 6 contains 22313 members 
Mstep: Class 7 contains 10644 members 
Mstep: Class 8 contains 1742 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 3633 members 
Mstep: Class 11 contains 19701 members 
Mstep: Class 12 contains 58214 members 
Mstep: Class 13 contains 191617 members 
Mstep: Class 14 contains 114314 members 
Mstep: Class 15 contains 92137 members 
Mstep: Class 16 contains 3105 members 
Mstep: Class 17 contains 4098 members 
Mstep: Class 18 contains 18767 members 
Mstep: Class 19 contains 143281 members 
Mstep: Class 20 contains 1909 members 
Entering Unmasked Estep 
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Iteration 53Q: 21 clusters Score -1.0475e+08 nChanged 9046
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65469 members 
Mstep: Class 2 contains 5309 members 
Mstep: Class 3 contains 45647 members 
Mstep: Class 4 contains 49128 members 
Mstep: Class 5 contains 5203 members 
Mstep: Class 6 contains 22326 members 
Mstep: Class 7 contains 10679 members 
Mstep: Class 8 contains 1742 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 3646 members 
Mstep: Class 11 contains 19703 members 
Mstep: Class 12 contains 57887 members 
Mstep: Class 13 contains 195518 members 
Mstep: Class 14 contains 113656 members 
Mstep: Class 15 contains 92065 members 
Mstep: Class 16 contains 3098 members 
Mstep: Class 17 contains 4141 members 
Mstep: Class 18 contains 19316 members 
Mstep: Class 19 contains 139909 members 
Mstep: Class 20 contains 1914 members 
Entering Unmasked Estep 
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Iteration 54Q: 21 clusters Score -1.047506e+08 nChanged 8999
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65472 members 
Mstep: Class 2 contains 5369 members 
Mstep: Class 3 contains 45319 members 
Mstep: Class 4 contains 49283 members 
Mstep: Class 5 contains 5177 members 
Mstep: Class 6 contains 22315 members 
Mstep: Class 7 contains 10713 members 
Mstep: Class 8 contains 1743 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 3660 members 
Mstep: Class 11 contains 19707 members 
Mstep: Class 12 contains 57579 members 
Mstep: Class 13 contains 199450 members 
Mstep: Class 14 contains 113045 members 
Mstep: Class 15 contains 92100 members 
Mstep: Class 16 contains 3096 members 
Mstep: Class 17 contains 4186 members 
Mstep: Class 18 contains 19828 members 
Mstep: Class 19 contains 136394 members 
Mstep: Class 20 contains 1920 members 
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Iteration 55Q: 21 clusters Score -1.047509e+08 nChanged 8790
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65470 members 
Mstep: Class 2 contains 5423 members 
Mstep: Class 3 contains 45104 members 
Mstep: Class 4 contains 49428 members 
Mstep: Class 5 contains 5164 members 
Mstep: Class 6 contains 22330 members 
Mstep: Class 7 contains 10755 members 
Mstep: Class 8 contains 1743 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 3675 members 
Mstep: Class 11 contains 19689 members 
Mstep: Class 12 contains 57294 members 
Mstep: Class 13 contains 203223 members 
Mstep: Class 14 contains 112544 members 
Mstep: Class 15 contains 92112 members 
Mstep: Class 16 contains 3093 members 
Mstep: Class 17 contains 4208 members 
Mstep: Class 18 contains 20350 members 
Mstep: Class 19 contains 132820 members 
Mstep: Class 20 contains 1931 members 
Entering Unmasked Estep 
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Iteration 56Q: 21 clusters Score -1.047512e+08 nChanged 8397
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65480 members 
Mstep: Class 2 contains 5470 members 
Mstep: Class 3 contains 44902 members 
Mstep: Class 4 contains 49567 members 
Mstep: Class 5 contains 5153 members 
Mstep: Class 6 contains 22342 members 
Mstep: Class 7 contains 10788 members 
Mstep: Class 8 contains 1744 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 3695 members 
Mstep: Class 11 contains 19670 members 
Mstep: Class 12 contains 57015 members 
Mstep: Class 13 contains 206950 members 
Mstep: Class 14 contains 112125 members 
Mstep: Class 15 contains 92141 members 
Mstep: Class 16 contains 3095 members 
Mstep: Class 17 contains 4230 members 
Mstep: Class 18 contains 20832 members 
Mstep: Class 19 contains 129216 members 
Mstep: Class 20 contains 1941 members 
Entering Unmasked Estep 
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Iteration 57Q: 21 clusters Score -1.047515e+08 nChanged 8178
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65474 members 
Mstep: Class 2 contains 5516 members 
Mstep: Class 3 contains 44716 members 
Mstep: Class 4 contains 49724 members 
Mstep: Class 5 contains 5136 members 
Mstep: Class 6 contains 22339 members 
Mstep: Class 7 contains 10812 members 
Mstep: Class 8 contains 1744 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 3719 members 
Mstep: Class 11 contains 19643 members 
Mstep: Class 12 contains 56746 members 
Mstep: Class 13 contains 210598 members 
Mstep: Class 14 contains 111708 members 
Mstep: Class 15 contains 92287 members 
Mstep: Class 16 contains 3101 members 
Mstep: Class 17 contains 4248 members 
Mstep: Class 18 contains 21304 members 
Mstep: Class 19 contains 125598 members 
Mstep: Class 20 contains 1943 members 
Entering Unmasked Estep 
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Iteration 58Q: 21 clusters Score -1.04752e+08 nChanged 8009
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65461 members 
Mstep: Class 2 contains 5564 members 
Mstep: Class 3 contains 44582 members 
Mstep: Class 4 contains 49842 members 
Mstep: Class 5 contains 5124 members 
Mstep: Class 6 contains 22341 members 
Mstep: Class 7 contains 10848 members 
Mstep: Class 8 contains 1744 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 3742 members 
Mstep: Class 11 contains 19625 members 
Mstep: Class 12 contains 56496 members 
Mstep: Class 13 contains 214014 members 
Mstep: Class 14 contains 111419 members 
Mstep: Class 15 contains 92489 members 
Mstep: Class 16 contains 3099 members 
Mstep: Class 17 contains 4276 members 
Mstep: Class 18 contains 21725 members 
Mstep: Class 19 contains 122019 members 
Mstep: Class 20 contains 1946 members 
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Iteration 59Q: 21 clusters Score -1.047519e+08 nChanged 7694
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65459 members 
Mstep: Class 2 contains 5596 members 
Mstep: Class 3 contains 44413 members 
Mstep: Class 4 contains 49943 members 
Mstep: Class 5 contains 5122 members 
Mstep: Class 6 contains 22358 members 
Mstep: Class 7 contains 10877 members 
Mstep: Class 8 contains 1744 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 3787 members 
Mstep: Class 11 contains 19594 members 
Mstep: Class 12 contains 56283 members 
Mstep: Class 13 contains 217158 members 
Mstep: Class 14 contains 111174 members 
Mstep: Class 15 contains 92813 members 
Mstep: Class 16 contains 3101 members 
Mstep: Class 17 contains 4301 members 
Mstep: Class 18 contains 22099 members 
Mstep: Class 19 contains 118585 members 
Mstep: Class 20 contains 1949 members 
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Iteration 60F: 21 clusters Score -1.047526e+08 nChanged 8134
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65442 members 
Mstep: Class 2 contains 5625 members 
Mstep: Class 3 contains 44215 members 
Mstep: Class 4 contains 50032 members 
Mstep: Class 5 contains 5098 members 
Mstep: Class 6 contains 22370 members 
Mstep: Class 7 contains 10907 members 
Mstep: Class 8 contains 1743 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 3841 members 
Mstep: Class 11 contains 19559 members 
Mstep: Class 12 contains 56113 members 
Mstep: Class 13 contains 220591 members 
Mstep: Class 14 contains 111022 members 
Mstep: Class 15 contains 93273 members 
Mstep: Class 16 contains 3101 members 
Mstep: Class 17 contains 4358 members 
Mstep: Class 18 contains 22515 members 
Mstep: Class 19 contains 114600 members 
Mstep: Class 20 contains 1951 members 
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Iteration 61Q: 21 clusters Score -1.047529e+08 nChanged 8136
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65491 members 
Mstep: Class 2 contains 5657 members 
Mstep: Class 3 contains 44056 members 
Mstep: Class 4 contains 50141 members 
Mstep: Class 5 contains 5081 members 
Mstep: Class 6 contains 22385 members 
Mstep: Class 7 contains 10931 members 
Mstep: Class 8 contains 1743 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 3876 members 
Mstep: Class 11 contains 19547 members 
Mstep: Class 12 contains 55978 members 
Mstep: Class 13 contains 223653 members 
Mstep: Class 14 contains 110884 members 
Mstep: Class 15 contains 93755 members 
Mstep: Class 16 contains 3100 members 
Mstep: Class 17 contains 4382 members 
Mstep: Class 18 contains 22939 members 
Mstep: Class 19 contains 110794 members 
Mstep: Class 20 contains 1963 members 
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Iteration 62Q: 21 clusters Score -1.047525e+08 nChanged 7990
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65507 members 
Mstep: Class 2 contains 5689 members 
Mstep: Class 3 contains 43904 members 
Mstep: Class 4 contains 50246 members 
Mstep: Class 5 contains 5079 members 
Mstep: Class 6 contains 22402 members 
Mstep: Class 7 contains 10946 members 
Mstep: Class 8 contains 1743 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 3915 members 
Mstep: Class 11 contains 19543 members 
Mstep: Class 12 contains 55896 members 
Mstep: Class 13 contains 226436 members 
Mstep: Class 14 contains 110812 members 
Mstep: Class 15 contains 94334 members 
Mstep: Class 16 contains 3099 members 
Mstep: Class 17 contains 4406 members 
Mstep: Class 18 contains 23351 members 
Mstep: Class 19 contains 107075 members 
Mstep: Class 20 contains 1973 members 
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Iteration 63Q: 21 clusters Score -1.047523e+08 nChanged 7563
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65524 members 
Mstep: Class 2 contains 5717 members 
Mstep: Class 3 contains 43800 members 
Mstep: Class 4 contains 50384 members 
Mstep: Class 5 contains 5075 members 
Mstep: Class 6 contains 22421 members 
Mstep: Class 7 contains 10974 members 
Mstep: Class 8 contains 1741 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 3961 members 
Mstep: Class 11 contains 19534 members 
Mstep: Class 12 contains 55800 members 
Mstep: Class 13 contains 228903 members 
Mstep: Class 14 contains 110857 members 
Mstep: Class 15 contains 94880 members 
Mstep: Class 16 contains 3098 members 
Mstep: Class 17 contains 4416 members 
Mstep: Class 18 contains 23708 members 
Mstep: Class 19 contains 103584 members 
Mstep: Class 20 contains 1979 members 
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Iteration 64Q: 21 clusters Score -1.047518e+08 nChanged 7255
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65543 members 
Mstep: Class 2 contains 5738 members 
Mstep: Class 3 contains 43712 members 
Mstep: Class 4 contains 50472 members 
Mstep: Class 5 contains 5077 members 
Mstep: Class 6 contains 22432 members 
Mstep: Class 7 contains 11005 members 
Mstep: Class 8 contains 1741 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 4005 members 
Mstep: Class 11 contains 19531 members 
Mstep: Class 12 contains 55716 members 
Mstep: Class 13 contains 231263 members 
Mstep: Class 14 contains 110937 members 
Mstep: Class 15 contains 95408 members 
Mstep: Class 16 contains 3093 members 
Mstep: Class 17 contains 4427 members 
Mstep: Class 18 contains 24067 members 
Mstep: Class 19 contains 100195 members 
Mstep: Class 20 contains 1994 members 
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Iteration 65Q: 21 clusters Score -1.047513e+08 nChanged 6847
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65549 members 
Mstep: Class 2 contains 5772 members 
Mstep: Class 3 contains 43655 members 
Mstep: Class 4 contains 50579 members 
Mstep: Class 5 contains 5071 members 
Mstep: Class 6 contains 22433 members 
Mstep: Class 7 contains 11026 members 
Mstep: Class 8 contains 1741 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 4051 members 
Mstep: Class 11 contains 19523 members 
Mstep: Class 12 contains 55645 members 
Mstep: Class 13 contains 233264 members 
Mstep: Class 14 contains 111084 members 
Mstep: Class 15 contains 95954 members 
Mstep: Class 16 contains 3084 members 
Mstep: Class 17 contains 4437 members 
Mstep: Class 18 contains 24445 members 
Mstep: Class 19 contains 97034 members 
Mstep: Class 20 contains 2009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104750848.000000 Penalty: 67761.929688
Iteration 66Q: 21 clusters Score -1.047508e+08 nChanged 6602
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65544 members 
Mstep: Class 2 contains 5806 members 
Mstep: Class 3 contains 43607 members 
Mstep: Class 4 contains 50709 members 
Mstep: Class 5 contains 5061 members 
Mstep: Class 6 contains 22446 members 
Mstep: Class 7 contains 11044 members 
Mstep: Class 8 contains 1741 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 4105 members 
Mstep: Class 11 contains 19528 members 
Mstep: Class 12 contains 55564 members 
Mstep: Class 13 contains 235111 members 
Mstep: Class 14 contains 111226 members 
Mstep: Class 15 contains 96511 members 
Mstep: Class 16 contains 3075 members 
Mstep: Class 17 contains 4440 members 
Mstep: Class 18 contains 24799 members 
Mstep: Class 19 contains 94018 members 
Mstep: Class 20 contains 2021 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104750608.000000 Penalty: 67761.929688
Iteration 67Q: 21 clusters Score -1.047506e+08 nChanged 6375
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65564 members 
Mstep: Class 2 contains 5840 members 
Mstep: Class 3 contains 43580 members 
Mstep: Class 4 contains 50838 members 
Mstep: Class 5 contains 5054 members 
Mstep: Class 6 contains 22453 members 
Mstep: Class 7 contains 11068 members 
Mstep: Class 8 contains 1741 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 4166 members 
Mstep: Class 11 contains 19529 members 
Mstep: Class 12 contains 55452 members 
Mstep: Class 13 contains 236917 members 
Mstep: Class 14 contains 111415 members 
Mstep: Class 15 contains 97033 members 
Mstep: Class 16 contains 3071 members 
Mstep: Class 17 contains 4435 members 
Mstep: Class 18 contains 25100 members 
Mstep: Class 19 contains 91066 members 
Mstep: Class 20 contains 2034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104750408.000000 Penalty: 67761.929688
Iteration 68Q: 21 clusters Score -1.047504e+08 nChanged 6084
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65596 members 
Mstep: Class 2 contains 5886 members 
Mstep: Class 3 contains 43562 members 
Mstep: Class 4 contains 50961 members 
Mstep: Class 5 contains 5061 members 
Mstep: Class 6 contains 22470 members 
Mstep: Class 7 contains 11088 members 
Mstep: Class 8 contains 1741 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 4226 members 
Mstep: Class 11 contains 19537 members 
Mstep: Class 12 contains 55310 members 
Mstep: Class 13 contains 238550 members 
Mstep: Class 14 contains 111591 members 
Mstep: Class 15 contains 97578 members 
Mstep: Class 16 contains 3065 members 
Mstep: Class 17 contains 4426 members 
Mstep: Class 18 contains 25408 members 
Mstep: Class 19 contains 88258 members 
Mstep: Class 20 contains 2042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104750128.000000 Penalty: 67761.929688
Iteration 69Q: 21 clusters Score -1.047501e+08 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65582 members 
Mstep: Class 2 contains 5928 members 
Mstep: Class 3 contains 43532 members 
Mstep: Class 4 contains 51111 members 
Mstep: Class 5 contains 5065 members 
Mstep: Class 6 contains 22469 members 
Mstep: Class 7 contains 11112 members 
Mstep: Class 8 contains 1741 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 4286 members 
Mstep: Class 11 contains 19549 members 
Mstep: Class 12 contains 55128 members 
Mstep: Class 13 contains 240180 members 
Mstep: Class 14 contains 111787 members 
Mstep: Class 15 contains 98169 members 
Mstep: Class 16 contains 3063 members 
Mstep: Class 17 contains 4409 members 
Mstep: Class 18 contains 25714 members 
Mstep: Class 19 contains 85480 members 
Mstep: Class 20 contains 2051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104750376.000000 Penalty: 67761.929688
Iteration 70Q: 21 clusters Score -1.047504e+08 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65565 members 
Mstep: Class 2 contains 5966 members 
Mstep: Class 3 contains 43503 members 
Mstep: Class 4 contains 51257 members 
Mstep: Class 5 contains 5062 members 
Mstep: Class 6 contains 22474 members 
Mstep: Class 7 contains 11145 members 
Mstep: Class 8 contains 1741 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 4344 members 
Mstep: Class 11 contains 19563 members 
Mstep: Class 12 contains 54946 members 
Mstep: Class 13 contains 241845 members 
Mstep: Class 14 contains 112057 members 
Mstep: Class 15 contains 98678 members 
Mstep: Class 16 contains 3062 members 
Mstep: Class 17 contains 4407 members 
Mstep: Class 18 contains 25994 members 
Mstep: Class 19 contains 82690 members 
Mstep: Class 20 contains 2057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104749816.000000 Penalty: 67761.929688
Iteration 71Q: 21 clusters Score -1.047498e+08 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65542 members 
Mstep: Class 2 contains 5996 members 
Mstep: Class 3 contains 43462 members 
Mstep: Class 4 contains 51381 members 
Mstep: Class 5 contains 5066 members 
Mstep: Class 6 contains 22488 members 
Mstep: Class 7 contains 11180 members 
Mstep: Class 8 contains 1742 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 4400 members 
Mstep: Class 11 contains 19569 members 
Mstep: Class 12 contains 54815 members 
Mstep: Class 13 contains 243499 members 
Mstep: Class 14 contains 112333 members 
Mstep: Class 15 contains 99166 members 
Mstep: Class 16 contains 3055 members 
Mstep: Class 17 contains 4400 members 
Mstep: Class 18 contains 26265 members 
Mstep: Class 19 contains 79933 members 
Mstep: Class 20 contains 2064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104749368.000000 Penalty: 67761.929688
Iteration 72Q: 21 clusters Score -1.047494e+08 nChanged 6100
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65530 members 
Mstep: Class 2 contains 6024 members 
Mstep: Class 3 contains 43416 members 
Mstep: Class 4 contains 51508 members 
Mstep: Class 5 contains 5066 members 
Mstep: Class 6 contains 22508 members 
Mstep: Class 7 contains 11222 members 
Mstep: Class 8 contains 1742 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 4443 members 
Mstep: Class 11 contains 19580 members 
Mstep: Class 12 contains 54696 members 
Mstep: Class 13 contains 245079 members 
Mstep: Class 14 contains 112635 members 
Mstep: Class 15 contains 99667 members 
Mstep: Class 16 contains 3050 members 
Mstep: Class 17 contains 4399 members 
Mstep: Class 18 contains 26515 members 
Mstep: Class 19 contains 77210 members 
Mstep: Class 20 contains 2066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104749328.000000 Penalty: 67761.929688
Iteration 73Q: 21 clusters Score -1.047493e+08 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65507 members 
Mstep: Class 2 contains 6052 members 
Mstep: Class 3 contains 43374 members 
Mstep: Class 4 contains 51629 members 
Mstep: Class 5 contains 5065 members 
Mstep: Class 6 contains 22514 members 
Mstep: Class 7 contains 11261 members 
Mstep: Class 8 contains 1742 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 4490 members 
Mstep: Class 11 contains 19594 members 
Mstep: Class 12 contains 54569 members 
Mstep: Class 13 contains 246656 members 
Mstep: Class 14 contains 112972 members 
Mstep: Class 15 contains 100173 members 
Mstep: Class 16 contains 3048 members 
Mstep: Class 17 contains 4387 members 
Mstep: Class 18 contains 26760 members 
Mstep: Class 19 contains 74487 members 
Mstep: Class 20 contains 2076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104749728.000000 Penalty: 67761.929688
Iteration 74Q: 21 clusters Score -1.047497e+08 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65472 members 
Mstep: Class 2 contains 6094 members 
Mstep: Class 3 contains 43342 members 
Mstep: Class 4 contains 51701 members 
Mstep: Class 5 contains 5061 members 
Mstep: Class 6 contains 22518 members 
Mstep: Class 7 contains 11303 members 
Mstep: Class 8 contains 1742 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 4547 members 
Mstep: Class 11 contains 19606 members 
Mstep: Class 12 contains 54444 members 
Mstep: Class 13 contains 248188 members 
Mstep: Class 14 contains 113288 members 
Mstep: Class 15 contains 100715 members 
Mstep: Class 16 contains 3052 members 
Mstep: Class 17 contains 4365 members 
Mstep: Class 18 contains 27007 members 
Mstep: Class 19 contains 71828 members 
Mstep: Class 20 contains 2083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104749744.000000 Penalty: 67761.929688
Iteration 75Q: 21 clusters Score -1.047497e+08 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65399 members 
Mstep: Class 2 contains 6137 members 
Mstep: Class 3 contains 43313 members 
Mstep: Class 4 contains 51798 members 
Mstep: Class 5 contains 5055 members 
Mstep: Class 6 contains 22532 members 
Mstep: Class 7 contains 11342 members 
Mstep: Class 8 contains 1742 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 4603 members 
Mstep: Class 11 contains 19597 members 
Mstep: Class 12 contains 54341 members 
Mstep: Class 13 contains 249654 members 
Mstep: Class 14 contains 113632 members 
Mstep: Class 15 contains 101253 members 
Mstep: Class 16 contains 3053 members 
Mstep: Class 17 contains 4353 members 
Mstep: Class 18 contains 27231 members 
Mstep: Class 19 contains 69235 members 
Mstep: Class 20 contains 2086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104750056.000000 Penalty: 67761.929688
Iteration 76Q: 21 clusters Score -1.047501e+08 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65324 members 
Mstep: Class 2 contains 6177 members 
Mstep: Class 3 contains 43297 members 
Mstep: Class 4 contains 51910 members 
Mstep: Class 5 contains 5043 members 
Mstep: Class 6 contains 22533 members 
Mstep: Class 7 contains 11372 members 
Mstep: Class 8 contains 1742 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 4653 members 
Mstep: Class 11 contains 19589 members 
Mstep: Class 12 contains 54227 members 
Mstep: Class 13 contains 251158 members 
Mstep: Class 14 contains 113947 members 
Mstep: Class 15 contains 101784 members 
Mstep: Class 16 contains 3053 members 
Mstep: Class 17 contains 4347 members 
Mstep: Class 18 contains 27427 members 
Mstep: Class 19 contains 66681 members 
Mstep: Class 20 contains 2092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104750304.000000 Penalty: 67761.929688
Iteration 77Q: 21 clusters Score -1.047503e+08 nChanged 6002
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65230 members 
Mstep: Class 2 contains 6224 members 
Mstep: Class 3 contains 43292 members 
Mstep: Class 4 contains 52068 members 
Mstep: Class 5 contains 5045 members 
Mstep: Class 6 contains 22541 members 
Mstep: Class 7 contains 11395 members 
Mstep: Class 8 contains 1742 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 4696 members 
Mstep: Class 11 contains 19607 members 
Mstep: Class 12 contains 54111 members 
Mstep: Class 13 contains 252618 members 
Mstep: Class 14 contains 114288 members 
Mstep: Class 15 contains 102245 members 
Mstep: Class 16 contains 3058 members 
Mstep: Class 17 contains 4333 members 
Mstep: Class 18 contains 27630 members 
Mstep: Class 19 contains 64135 members 
Mstep: Class 20 contains 2098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104750688.000000 Penalty: 67761.929688
Iteration 78Q: 21 clusters Score -1.047507e+08 nChanged 6094
Entering ConstructFrom: 
Score: -104750688.000000 Penalty: 67761.929688
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: -7910985.500000 Penalty: 2748.706787
	Iteration 0F: 2 clusters Score -7910986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32288 members 
Mstep: Class 2 contains 32800 members 
Entering Unmasked Estep 
Score: -7867303.500000 Penalty: 5497.413574
	Iteration 0F: 3 clusters Score -7867304 nChanged 30303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 34731 members 
Entering Unmasked Estep 
Score: -7884291.500000 Penalty: 5497.413574
	Iteration 1F: 3 clusters Score -7884292 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29214 members 
Mstep: Class 2 contains 35874 members 
Entering Unmasked Estep 
Score: -7884884.000000 Penalty: 5497.413574
	Iteration 2Q: 3 clusters Score -7884884 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 37592 members 
Entering Unmasked Estep 
Score: -7885657.500000 Penalty: 5497.413574
	Iteration 3Q: 3 clusters Score -7885658 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
Score: -7886826.500000 Penalty: 5497.413574
	Iteration 4Q: 3 clusters Score -7886826 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 43683 members 
Entering Unmasked Estep 
Score: -7888872.500000 Penalty: 5497.413574
	Iteration 5F: 3 clusters Score -7888872 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 48588 members 
Entering Unmasked Estep 
Score: -7892528.500000 Penalty: 5497.413574
	Iteration 6F: 3 clusters Score -7892528 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 54499 members 
Entering Unmasked Estep 
Score: -7897969.500000 Penalty: 5497.413574
	Iteration 7F: 3 clusters Score -7897970 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 60001 members 
Entering Unmasked Estep 
Score: -7903491.500000 Penalty: 5497.413574
	Iteration 8F: 3 clusters Score -7903492 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 63262 members 
Entering Unmasked Estep 
Score: -7906732.500000 Penalty: 5497.413574
	Iteration 9F: 3 clusters Score -7906732 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 64481 members 
Entering Unmasked Estep 
Score: -7907940.500000 Penalty: 5497.413574
	Iteration 10Q: 3 clusters Score -7907940 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 64785 members 
Entering Unmasked Estep 
Score: -7908301.000000 Penalty: 5497.413574
	Iteration 11Q: 3 clusters Score -7908301 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 64862 members 
Entering Unmasked Estep 
Score: -7908425.500000 Penalty: 5497.413574
	Iteration 12Q: 3 clusters Score -7908426 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 64883 members 
Entering Unmasked Estep 
Score: -7908479.500000 Penalty: 5497.413574
	Iteration 13Q: 3 clusters Score -7908480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 64890 members 
Entering Unmasked Estep 
Score: -7908498.000000 Penalty: 5497.413574
	Iteration 14Q: 3 clusters Score -7908498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 64897 members 
Entering Unmasked Estep 
Score: -7908519.000000 Penalty: 5497.413574
	Iteration 15Q: 3 clusters Score -7908519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 64898 members 
Entering Unmasked Estep 
Score: -7908527.500000 Penalty: 5497.413574
	Iteration 16Q: 3 clusters Score -7908528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 64899 members 
Entering Unmasked Estep 
Score: -7908521.500000 Penalty: 5497.413574
	Iteration 17Q: 3 clusters Score -7908522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 64899 members 
Entering Unmasked Estep 
Score: -7908534.000000 Penalty: 5497.413574
	Iteration 18Q: 3 clusters Score -7908534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 64900 members 
Entering Unmasked Estep 
Score: -7908531.000000 Penalty: 5497.413574
	Iteration 19Q: 3 clusters Score -7908531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 64901 members 
Entering Unmasked Estep 
Score: -7908533.500000 Penalty: 5497.413574
	Iteration 20F: 3 clusters Score -7908534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Entering Unmasked Estep 
Score: -740822.687500 Penalty: 2168.316650
	Iteration 0F: 2 clusters Score -740822.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -735482.437500 Penalty: 4336.633301
	Iteration 0F: 3 clusters Score -735482.4 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -736805.812500 Penalty: 4336.633301
	Iteration 1F: 3 clusters Score -736805.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -737102.687500 Penalty: 4336.633301
	Iteration 2F: 3 clusters Score -737102.7 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -737404.875000 Penalty: 4336.633301
	Iteration 3F: 3 clusters Score -737404.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -737702.500000 Penalty: 4336.633301
	Iteration 4F: 3 clusters Score -737702.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -738005.875000 Penalty: 4336.633301
	Iteration 5F: 3 clusters Score -738005.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -738283.375000 Penalty: 4336.633301
	Iteration 6F: 3 clusters Score -738283.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -738535.562500 Penalty: 4336.633301
	Iteration 7F: 3 clusters Score -738535.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -738720.562500 Penalty: 4336.633301
	Iteration 8Q: 3 clusters Score -738720.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -738895.937500 Penalty: 4336.633301
	Iteration 9Q: 3 clusters Score -738895.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -739030.062500 Penalty: 4336.633301
	Iteration 10Q: 3 clusters Score -739030.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -739114.500000 Penalty: 4336.633301
	Iteration 11Q: 3 clusters Score -739114.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -739186.500000 Penalty: 4336.633301
	Iteration 12Q: 3 clusters Score -739186.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -739231.750000 Penalty: 4336.633301
	Iteration 13Q: 3 clusters Score -739231.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -739263.500000 Penalty: 4336.633301
	Iteration 14Q: 3 clusters Score -739263.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -739284.750000 Penalty: 4336.633301
	Iteration 15Q: 3 clusters Score -739284.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -739308.375000 Penalty: 4336.633301
	Iteration 16Q: 3 clusters Score -739308.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -739330.812500 Penalty: 4336.633301
	Iteration 17Q: 3 clusters Score -739330.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -739352.125000 Penalty: 4336.633301
	Iteration 18Q: 3 clusters Score -739352.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -739365.062500 Penalty: 4336.633301
	Iteration 19Q: 3 clusters Score -739365.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -739377.812500 Penalty: 4336.633301
	Iteration 20F: 3 clusters Score -739377.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -739388.062500 Penalty: 4336.633301
	Iteration 21Q: 3 clusters Score -739388.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -739394.437500 Penalty: 4336.633301
	Iteration 22Q: 3 clusters Score -739394.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -739403.875000 Penalty: 4336.633301
	Iteration 23Q: 3 clusters Score -739403.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -739410.000000 Penalty: 4336.633301
	Iteration 24Q: 3 clusters Score -739410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -739418.562500 Penalty: 4336.633301
	Iteration 25Q: 3 clusters Score -739418.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -739421.250000 Penalty: 4336.633301
	Iteration 26Q: 3 clusters Score -739421.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -739423.500000 Penalty: 4336.633301
	Iteration 27Q: 3 clusters Score -739423.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -739426.687500 Penalty: 4336.633301
	Iteration 28Q: 3 clusters Score -739426.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -739428.937500 Penalty: 4336.633301
	Iteration 29Q: 3 clusters Score -739428.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -739429.312500 Penalty: 4336.633301
	Iteration 30Q: 3 clusters Score -739429.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -739430.187500 Penalty: 4336.633301
	Iteration 31Q: 3 clusters Score -739430.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -739431.437500 Penalty: 4336.633301
	Iteration 32Q: 3 clusters Score -739431.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -739434.250000 Penalty: 4336.633301
	Iteration 33Q: 3 clusters Score -739434.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -739436.000000 Penalty: 4336.633301
	Iteration 34Q: 3 clusters Score -739436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -739439.812500 Penalty: 4336.633301
	Iteration 35Q: 3 clusters Score -739439.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -739441.875000 Penalty: 4336.633301
	Iteration 36Q: 3 clusters Score -739441.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -739445.062500 Penalty: 4336.633301
	Iteration 37Q: 3 clusters Score -739445.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -739446.937500 Penalty: 4336.633301
	Iteration 38Q: 3 clusters Score -739446.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -739448.562500 Penalty: 4336.633301
	Iteration 39Q: 3 clusters Score -739448.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -739450.000000 Penalty: 4336.633301
	Iteration 40F: 3 clusters Score -739450 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (43281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43281 members 
Entering Unmasked Estep 
Score: -5433012.000000 Penalty: 2647.516357
	Iteration 0F: 2 clusters Score -5433012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -5403976.500000 Penalty: 5295.032715
	Iteration 0F: 3 clusters Score -5403976 nChanged 19885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -5414795.500000 Penalty: 5295.032715
	Iteration 1F: 3 clusters Score -5414796 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -5415236.500000 Penalty: 5295.032715
	Iteration 2Q: 3 clusters Score -5415236 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -5415705.500000 Penalty: 5295.032715
	Iteration 3Q: 3 clusters Score -5415706 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -5416196.000000 Penalty: 5295.032715
	Iteration 4Q: 3 clusters Score -5416196 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -5416881.500000 Penalty: 5295.032715
	Iteration 5Q: 3 clusters Score -5416882 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -5418026.500000 Penalty: 5295.032715
	Iteration 6Q: 3 clusters Score -5418026 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 30976 members 
Entering Unmasked Estep 
Score: -5419800.500000 Penalty: 5295.032715
	Iteration 7F: 3 clusters Score -5419800 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 34102 members 
Entering Unmasked Estep 
Score: -5422308.000000 Penalty: 5295.032715
	Iteration 8F: 3 clusters Score -5422308 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 37333 members 
Entering Unmasked Estep 
Score: -5425192.000000 Penalty: 5295.032715
	Iteration 9F: 3 clusters Score -5425192 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 40026 members 
Entering Unmasked Estep 
Score: -5427740.500000 Penalty: 5295.032715
	Iteration 10F: 3 clusters Score -5427740 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 41705 members 
Entering Unmasked Estep 
Score: -5429330.000000 Penalty: 5295.032715
	Iteration 11Q: 3 clusters Score -5429330 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 42472 members 
Entering Unmasked Estep 
Score: -5430029.500000 Penalty: 5295.032715
	Iteration 12Q: 3 clusters Score -5430030 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 42752 members 
Entering Unmasked Estep 
Score: -5430352.500000 Penalty: 5295.032715
	Iteration 13Q: 3 clusters Score -5430352 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 42867 members 
Entering Unmasked Estep 
Score: -5430469.000000 Penalty: 5295.032715
	Iteration 14Q: 3 clusters Score -5430469 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 42923 members 
Entering Unmasked Estep 
Score: -5430537.000000 Penalty: 5295.032715
	Iteration 15Q: 3 clusters Score -5430537 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 42961 members 
Entering Unmasked Estep 
Score: -5430595.000000 Penalty: 5295.032715
	Iteration 16Q: 3 clusters Score -5430595 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 42983 members 
Entering Unmasked Estep 
Score: -5430642.000000 Penalty: 5295.032715
	Iteration 17Q: 3 clusters Score -5430642 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 42990 members 
Entering Unmasked Estep 
Score: -5430647.500000 Penalty: 5295.032715
	Iteration 18Q: 3 clusters Score -5430648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 42997 members 
Entering Unmasked Estep 
Score: -5430669.000000 Penalty: 5295.032715
	Iteration 19Q: 3 clusters Score -5430669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 43003 members 
Entering Unmasked Estep 
Score: -5430677.500000 Penalty: 5295.032715
	Iteration 20F: 3 clusters Score -5430678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 43006 members 
Entering Unmasked Estep 
Score: -5430690.500000 Penalty: 5295.032715
	Iteration 21Q: 3 clusters Score -5430690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 43008 members 
Entering Unmasked Estep 
Score: -5430687.000000 Penalty: 5295.032715
	Iteration 22Q: 3 clusters Score -5430687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 43010 members 
Entering Unmasked Estep 
Score: -5430689.000000 Penalty: 5295.032715
	Iteration 23Q: 3 clusters Score -5430689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 43009 members 
Entering Unmasked Estep 
Score: -5430688.000000 Penalty: 5295.032715
	Iteration 24Q: 3 clusters Score -5430688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 43009 members 
Entering Unmasked Estep 
Score: -5430688.000000 Penalty: 5295.032715
	Iteration 25F: 3 clusters Score -5430688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (52204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52204 members 
Entering Unmasked Estep 
Score: -6581215.500000 Penalty: 2694.002686
	Iteration 0F: 2 clusters Score -6581216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -6546105.500000 Penalty: 5388.005371
	Iteration 0F: 3 clusters Score -6546106 nChanged 24041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -6559580.000000 Penalty: 5388.005371
	Iteration 1F: 3 clusters Score -6559580 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -6560378.500000 Penalty: 5388.005371
	Iteration 2Q: 3 clusters Score -6560378 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -6561472.500000 Penalty: 5388.005371
	Iteration 3Q: 3 clusters Score -6561472 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -6563217.000000 Penalty: 5388.005371
	Iteration 4Q: 3 clusters Score -6563217 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 31103 members 
Entering Unmasked Estep 
Score: -6565269.000000 Penalty: 5388.005371
	Iteration 5Q: 3 clusters Score -6565269 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -6566960.000000 Penalty: 5388.005371
	Iteration 6Q: 3 clusters Score -6566960 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -6568336.500000 Penalty: 5388.005371
	Iteration 7F: 3 clusters Score -6568336 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 31822 members 
Entering Unmasked Estep 
Score: -6569666.000000 Penalty: 5388.005371
	Iteration 8F: 3 clusters Score -6569666 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -6571102.000000 Penalty: 5388.005371
	Iteration 9F: 3 clusters Score -6571102 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -6572589.500000 Penalty: 5388.005371
	Iteration 10F: 3 clusters Score -6572590 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -6573934.500000 Penalty: 5388.005371
	Iteration 11Q: 3 clusters Score -6573934 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 29949 members 
Entering Unmasked Estep 
Score: -6574885.000000 Penalty: 5388.005371
	Iteration 12Q: 3 clusters Score -6574885 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22584 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -6575354.000000 Penalty: 5388.005371
	Iteration 13Q: 3 clusters Score -6575354 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -6575636.000000 Penalty: 5388.005371
	Iteration 14Q: 3 clusters Score -6575636 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 29317 members 
Entering Unmasked Estep 
Score: -6575744.500000 Penalty: 5388.005371
	Iteration 15Q: 3 clusters Score -6575744 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -6575813.500000 Penalty: 5388.005371
	Iteration 16Q: 3 clusters Score -6575814 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 29047 members 
Entering Unmasked Estep 
Score: -6575901.500000 Penalty: 5388.005371
	Iteration 17Q: 3 clusters Score -6575902 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 28890 members 
Entering Unmasked Estep 
Score: -6575968.000000 Penalty: 5388.005371
	Iteration 18Q: 3 clusters Score -6575968 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -6575984.500000 Penalty: 5388.005371
	Iteration 19Q: 3 clusters Score -6575984 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -6575995.000000 Penalty: 5388.005371
	Iteration 20F: 3 clusters Score -6575995 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 28426 members 
Entering Unmasked Estep 
Score: -6576048.500000 Penalty: 5388.005371
	Iteration 21Q: 3 clusters Score -6576048 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 28282 members 
Entering Unmasked Estep 
Score: -6576074.000000 Penalty: 5388.005371
	Iteration 22Q: 3 clusters Score -6576074 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24066 members 
Mstep: Class 2 contains 28138 members 
Entering Unmasked Estep 
Score: -6576109.000000 Penalty: 5388.005371
	Iteration 23Q: 3 clusters Score -6576109 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 27977 members 
Entering Unmasked Estep 
Score: -6576129.000000 Penalty: 5388.005371
	Iteration 24Q: 3 clusters Score -6576129 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 27788 members 
Entering Unmasked Estep 
Score: -6576150.000000 Penalty: 5388.005371
	Iteration 25Q: 3 clusters Score -6576150 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24603 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -6576189.000000 Penalty: 5388.005371
	Iteration 26Q: 3 clusters Score -6576189 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -6576197.000000 Penalty: 5388.005371
	Iteration 27Q: 3 clusters Score -6576197 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25001 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -6576206.500000 Penalty: 5388.005371
	Iteration 28Q: 3 clusters Score -6576206 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -6576213.000000 Penalty: 5388.005371
	Iteration 29Q: 3 clusters Score -6576213 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 26786 members 
Entering Unmasked Estep 
Score: -6576226.500000 Penalty: 5388.005371
	Iteration 30Q: 3 clusters Score -6576226 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -6576265.000000 Penalty: 5388.005371
	Iteration 31Q: 3 clusters Score -6576265 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 26317 members 
Entering Unmasked Estep 
Score: -6576331.000000 Penalty: 5388.005371
	Iteration 32Q: 3 clusters Score -6576331 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -6576378.500000 Penalty: 5388.005371
	Iteration 33Q: 3 clusters Score -6576378 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26454 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -6576410.000000 Penalty: 5388.005371
	Iteration 34Q: 3 clusters Score -6576410 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -6576432.500000 Penalty: 5388.005371
	Iteration 35Q: 3 clusters Score -6576432 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -6576475.500000 Penalty: 5388.005371
	Iteration 36Q: 3 clusters Score -6576476 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -6576533.000000 Penalty: 5388.005371
	Iteration 37Q: 3 clusters Score -6576533 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -6576557.500000 Penalty: 5388.005371
	Iteration 38Q: 3 clusters Score -6576558 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -6576616.500000 Penalty: 5388.005371
	Iteration 39Q: 3 clusters Score -6576616 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -6576647.000000 Penalty: 5388.005371
	Iteration 40F: 3 clusters Score -6576647 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -6576777.500000 Penalty: 5388.005371
	Iteration 41Q: 3 clusters Score -6576778 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29881 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -6576873.500000 Penalty: 5388.005371
	Iteration 42Q: 3 clusters Score -6576874 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -6576987.000000 Penalty: 5388.005371
	Iteration 43Q: 3 clusters Score -6576987 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31241 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -6577177.000000 Penalty: 5388.005371
	Iteration 44Q: 3 clusters Score -6577177 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -6577390.000000 Penalty: 5388.005371
	Iteration 45Q: 3 clusters Score -6577390 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32916 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -6577607.500000 Penalty: 5388.005371
	Iteration 46Q: 3 clusters Score -6577608 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33838 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -6577939.500000 Penalty: 5388.005371
	Iteration 47Q: 3 clusters Score -6577940 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34871 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -6578287.500000 Penalty: 5388.005371
	Iteration 48Q: 3 clusters Score -6578288 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35932 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -6578764.000000 Penalty: 5388.005371
	Iteration 49Q: 3 clusters Score -6578764 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37032 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -6579257.500000 Penalty: 5388.005371
	Iteration 50Q: 3 clusters Score -6579258 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38153 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -6579875.500000 Penalty: 5388.005371
	Iteration 51Q: 3 clusters Score -6579876 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39284 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -6580583.000000 Penalty: 5388.005371
	Iteration 52Q: 3 clusters Score -6580583 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40343 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -6581212.500000 Penalty: 5388.005371
	Iteration 53Q: 3 clusters Score -6581212 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41390 members 
Mstep: Class 2 contains 10814 members 
Entering Unmasked Estep 
Score: -6581817.500000 Penalty: 5388.005371
	Iteration 54Q: 3 clusters Score -6581818 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -6582428.500000 Penalty: 5388.005371
	Iteration 55Q: 3 clusters Score -6582428 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43160 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -6582963.000000 Penalty: 5388.005371
	Iteration 56Q: 3 clusters Score -6582963 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43845 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -6583302.500000 Penalty: 5388.005371
	Iteration 57Q: 3 clusters Score -6583302 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44352 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -6583540.000000 Penalty: 5388.005371
	Iteration 58Q: 3 clusters Score -6583540 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44700 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -6583678.000000 Penalty: 5388.005371
	Iteration 59Q: 3 clusters Score -6583678 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44955 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -6583909.500000 Penalty: 5388.005371
	Iteration 60F: 3 clusters Score -6583910 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45330 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -6584170.500000 Penalty: 5388.005371
	Iteration 61Q: 3 clusters Score -6584170 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45637 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -6584359.000000 Penalty: 5388.005371
	Iteration 62Q: 3 clusters Score -6584359 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45862 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -6584430.000000 Penalty: 5388.005371
	Iteration 63Q: 3 clusters Score -6584430 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46048 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -6584484.500000 Penalty: 5388.005371
	Iteration 64Q: 3 clusters Score -6584484 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46175 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -6584492.500000 Penalty: 5388.005371
	Iteration 65Q: 3 clusters Score -6584492 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46268 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -6584482.000000 Penalty: 5388.005371
	Iteration 66Q: 3 clusters Score -6584482 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46328 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -6584487.000000 Penalty: 5388.005371
	Iteration 67Q: 3 clusters Score -6584487 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46378 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -6584489.500000 Penalty: 5388.005371
	Iteration 68Q: 3 clusters Score -6584490 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46418 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -6584515.000000 Penalty: 5388.005371
	Iteration 69Q: 3 clusters Score -6584515 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46439 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -6584514.000000 Penalty: 5388.005371
	Iteration 70Q: 3 clusters Score -6584514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46451 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -6584523.500000 Penalty: 5388.005371
	Iteration 71Q: 3 clusters Score -6584524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46463 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -6584517.500000 Penalty: 5388.005371
	Iteration 72Q: 3 clusters Score -6584518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46469 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -6584510.000000 Penalty: 5388.005371
	Iteration 73Q: 3 clusters Score -6584510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46472 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -6584516.500000 Penalty: 5388.005371
	Iteration 74Q: 3 clusters Score -6584516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46475 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -6584509.000000 Penalty: 5388.005371
	Iteration 75Q: 3 clusters Score -6584509 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46477 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -6584513.000000 Penalty: 5388.005371
	Iteration 76Q: 3 clusters Score -6584513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46478 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -6584517.500000 Penalty: 5388.005371
	Iteration 77Q: 3 clusters Score -6584518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46480 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -6584519.500000 Penalty: 5388.005371
	Iteration 78Q: 3 clusters Score -6584520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46482 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -6584522.000000 Penalty: 5388.005371
	Iteration 79Q: 3 clusters Score -6584522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46483 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -6584522.500000 Penalty: 5388.005371
	Iteration 80F: 3 clusters Score -6584522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65088 members 
Mstep: Class 2 contains 6268 members 
Mstep: Class 3 contains 43281 members 
Mstep: Class 4 contains 46483 members 
Mstep: Class 5 contains 5044 members 
Mstep: Class 6 contains 22564 members 
Mstep: Class 7 contains 11435 members 
Mstep: Class 8 contains 1742 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 4733 members 
Mstep: Class 11 contains 19606 members 
Mstep: Class 12 contains 53965 members 
Mstep: Class 13 contains 254265 members 
Mstep: Class 14 contains 114669 members 
Mstep: Class 15 contains 102705 members 
Mstep: Class 16 contains 3069 members 
Mstep: Class 17 contains 4328 members 
Mstep: Class 18 contains 27801 members 
Mstep: Class 19 contains 61488 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5721 members 
Entering Unmasked Estep 
Score: -104753224.000000 Penalty: 71150.023438
Splitting cluster 4 changes total score from -104750688.000000 to -104753224.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 5 (5044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Entering Unmasked Estep 
Score: -624149.562500 Penalty: 2114.436768
	Iteration 0F: 2 clusters Score -624149.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -619589.312500 Penalty: 4228.873535
	Iteration 0F: 3 clusters Score -619589.3 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -620658.812500 Penalty: 4228.873535
	Iteration 1F: 3 clusters Score -620658.8 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -620904.062500 Penalty: 4228.873535
	Iteration 2F: 3 clusters Score -620904.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -621083.250000 Penalty: 4228.873535
	Iteration 3F: 3 clusters Score -621083.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -621237.562500 Penalty: 4228.873535
	Iteration 4Q: 3 clusters Score -621237.6 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -621376.187500 Penalty: 4228.873535
	Iteration 5Q: 3 clusters Score -621376.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -621530.875000 Penalty: 4228.873535
	Iteration 6Q: 3 clusters Score -621530.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -621702.125000 Penalty: 4228.873535
	Iteration 7Q: 3 clusters Score -621702.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -621875.250000 Penalty: 4228.873535
	Iteration 8Q: 3 clusters Score -621875.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -622032.187500 Penalty: 4228.873535
	Iteration 9Q: 3 clusters Score -622032.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -622167.375000 Penalty: 4228.873535
	Iteration 10Q: 3 clusters Score -622167.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -622302.625000 Penalty: 4228.873535
	Iteration 11Q: 3 clusters Score -622302.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -622426.250000 Penalty: 4228.873535
	Iteration 12Q: 3 clusters Score -622426.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -622507.937500 Penalty: 4228.873535
	Iteration 13Q: 3 clusters Score -622507.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -622576.437500 Penalty: 4228.873535
	Iteration 14Q: 3 clusters Score -622576.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -622628.062500 Penalty: 4228.873535
	Iteration 15Q: 3 clusters Score -622628.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -622657.687500 Penalty: 4228.873535
	Iteration 16Q: 3 clusters Score -622657.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -622686.375000 Penalty: 4228.873535
	Iteration 17Q: 3 clusters Score -622686.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -622701.625000 Penalty: 4228.873535
	Iteration 18Q: 3 clusters Score -622701.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -622708.187500 Penalty: 4228.873535
	Iteration 19Q: 3 clusters Score -622708.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -622711.562500 Penalty: 4228.873535
	Iteration 20F: 3 clusters Score -622711.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -622714.812500 Penalty: 4228.873535
	Iteration 21Q: 3 clusters Score -622714.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -622718.187500 Penalty: 4228.873535
	Iteration 22Q: 3 clusters Score -622718.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -622720.250000 Penalty: 4228.873535
	Iteration 23Q: 3 clusters Score -622720.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -622722.812500 Penalty: 4228.873535
	Iteration 24Q: 3 clusters Score -622722.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -622727.625000 Penalty: 4228.873535
	Iteration 25Q: 3 clusters Score -622727.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -622731.875000 Penalty: 4228.873535
	Iteration 26Q: 3 clusters Score -622731.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -622732.812500 Penalty: 4228.873535
	Iteration 27Q: 3 clusters Score -622732.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -622734.750000 Penalty: 4228.873535
	Iteration 28Q: 3 clusters Score -622734.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -622736.437500 Penalty: 4228.873535
	Iteration 29Q: 3 clusters Score -622736.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -622737.562500 Penalty: 4228.873535
	Iteration 30Q: 3 clusters Score -622737.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -622740.187500 Penalty: 4228.873535
	Iteration 31Q: 3 clusters Score -622740.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -622740.187500 Penalty: 4228.873535
	Iteration 32Q: 3 clusters Score -622740.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -622743.312500 Penalty: 4228.873535
	Iteration 33Q: 3 clusters Score -622743.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -622742.687500 Penalty: 4228.873535
	Iteration 34Q: 3 clusters Score -622742.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -622743.062500 Penalty: 4228.873535
	Iteration 35Q: 3 clusters Score -622743.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -622743.687500 Penalty: 4228.873535
	Iteration 36Q: 3 clusters Score -622743.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -622744.187500 Penalty: 4228.873535
	Iteration 37Q: 3 clusters Score -622744.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -622744.187500 Penalty: 4228.873535
	Iteration 38F: 3 clusters Score -622744.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Entering Unmasked Estep 
Score: -2712253.500000 Penalty: 2485.979492
	Iteration 0F: 2 clusters Score -2712254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -2696486.750000 Penalty: 4971.958984
	Iteration 0F: 3 clusters Score -2696487 nChanged 10063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -2702038.000000 Penalty: 4971.958984
	Iteration 1F: 3 clusters Score -2702038 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -2702487.000000 Penalty: 4971.958984
	Iteration 2F: 3 clusters Score -2702487 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -2702827.250000 Penalty: 4971.958984
	Iteration 3Q: 3 clusters Score -2702827 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -2703088.000000 Penalty: 4971.958984
	Iteration 4Q: 3 clusters Score -2703088 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -2703318.500000 Penalty: 4971.958984
	Iteration 5Q: 3 clusters Score -2703318 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -2703515.750000 Penalty: 4971.958984
	Iteration 6Q: 3 clusters Score -2703516 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -2703756.000000 Penalty: 4971.958984
	Iteration 7Q: 3 clusters Score -2703756 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -2704023.750000 Penalty: 4971.958984
	Iteration 8Q: 3 clusters Score -2704024 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10290 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -2704340.500000 Penalty: 4971.958984
	Iteration 9Q: 3 clusters Score -2704340 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -2704712.000000 Penalty: 4971.958984
	Iteration 10Q: 3 clusters Score -2704712 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -2705102.000000 Penalty: 4971.958984
	Iteration 11Q: 3 clusters Score -2705102 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -2705532.750000 Penalty: 4971.958984
	Iteration 12Q: 3 clusters Score -2705533 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -2706040.250000 Penalty: 4971.958984
	Iteration 13Q: 3 clusters Score -2706040 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -2706517.500000 Penalty: 4971.958984
	Iteration 14Q: 3 clusters Score -2706518 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -2706979.500000 Penalty: 4971.958984
	Iteration 15Q: 3 clusters Score -2706980 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -2707339.750000 Penalty: 4971.958984
	Iteration 16Q: 3 clusters Score -2707340 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -2707693.250000 Penalty: 4971.958984
	Iteration 17Q: 3 clusters Score -2707693 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -2708026.750000 Penalty: 4971.958984
	Iteration 18Q: 3 clusters Score -2708027 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -2708338.000000 Penalty: 4971.958984
	Iteration 19Q: 3 clusters Score -2708338 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -2708634.000000 Penalty: 4971.958984
	Iteration 20F: 3 clusters Score -2708634 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -2708872.000000 Penalty: 4971.958984
	Iteration 21Q: 3 clusters Score -2708872 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -2709098.000000 Penalty: 4971.958984
	Iteration 22Q: 3 clusters Score -2709098 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -2709310.250000 Penalty: 4971.958984
	Iteration 23Q: 3 clusters Score -2709310 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -2709481.250000 Penalty: 4971.958984
	Iteration 24Q: 3 clusters Score -2709481 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -2709628.750000 Penalty: 4971.958984
	Iteration 25Q: 3 clusters Score -2709629 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -2709766.000000 Penalty: 4971.958984
	Iteration 26Q: 3 clusters Score -2709766 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -2709907.250000 Penalty: 4971.958984
	Iteration 27Q: 3 clusters Score -2709907 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -2710006.500000 Penalty: 4971.958984
	Iteration 28Q: 3 clusters Score -2710006 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -2710085.500000 Penalty: 4971.958984
	Iteration 29Q: 3 clusters Score -2710086 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -2710133.250000 Penalty: 4971.958984
	Iteration 30Q: 3 clusters Score -2710133 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -2710179.000000 Penalty: 4971.958984
	Iteration 31Q: 3 clusters Score -2710179 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -2710198.500000 Penalty: 4971.958984
	Iteration 32Q: 3 clusters Score -2710198 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -2710206.750000 Penalty: 4971.958984
	Iteration 33Q: 3 clusters Score -2710207 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -2710216.000000 Penalty: 4971.958984
	Iteration 34Q: 3 clusters Score -2710216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -2710220.250000 Penalty: 4971.958984
	Iteration 35Q: 3 clusters Score -2710220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -2710226.500000 Penalty: 4971.958984
	Iteration 36Q: 3 clusters Score -2710226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -2710232.250000 Penalty: 4971.958984
	Iteration 37Q: 3 clusters Score -2710232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -2710227.250000 Penalty: 4971.958984
	Iteration 38Q: 3 clusters Score -2710227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -2710231.250000 Penalty: 4971.958984
	Iteration 39Q: 3 clusters Score -2710231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -2710231.500000 Penalty: 4971.958984
	Iteration 40F: 3 clusters Score -2710232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -2710233.500000 Penalty: 4971.958984
	Iteration 41Q: 3 clusters Score -2710234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -2710231.250000 Penalty: 4971.958984
	Iteration 42Q: 3 clusters Score -2710231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -2710233.000000 Penalty: 4971.958984
	Iteration 43Q: 3 clusters Score -2710233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -2710231.500000 Penalty: 4971.958984
	Iteration 44Q: 3 clusters Score -2710232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -2710231.500000 Penalty: 4971.958984
	Iteration 45F: 3 clusters Score -2710232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Entering Unmasked Estep 
Score: -1432096.125000 Penalty: 2317.419678
	Iteration 0F: 2 clusters Score -1432096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1423450.125000 Penalty: 4634.839355
	Iteration 0F: 3 clusters Score -1423450 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1426049.000000 Penalty: 4634.839355
	Iteration 1F: 3 clusters Score -1426049 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1426360.875000 Penalty: 4634.839355
	Iteration 2F: 3 clusters Score -1426361 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1426603.500000 Penalty: 4634.839355
	Iteration 3Q: 3 clusters Score -1426604 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1426777.125000 Penalty: 4634.839355
	Iteration 4Q: 3 clusters Score -1426777 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1426910.000000 Penalty: 4634.839355
	Iteration 5Q: 3 clusters Score -1426910 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1427058.750000 Penalty: 4634.839355
	Iteration 6Q: 3 clusters Score -1427059 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1427215.750000 Penalty: 4634.839355
	Iteration 7Q: 3 clusters Score -1427216 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1427387.500000 Penalty: 4634.839355
	Iteration 8Q: 3 clusters Score -1427388 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1427552.250000 Penalty: 4634.839355
	Iteration 9Q: 3 clusters Score -1427552 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1427730.875000 Penalty: 4634.839355
	Iteration 10Q: 3 clusters Score -1427731 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1427937.625000 Penalty: 4634.839355
	Iteration 11Q: 3 clusters Score -1427938 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1428149.625000 Penalty: 4634.839355
	Iteration 12Q: 3 clusters Score -1428150 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1428347.125000 Penalty: 4634.839355
	Iteration 13Q: 3 clusters Score -1428347 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1428506.000000 Penalty: 4634.839355
	Iteration 14Q: 3 clusters Score -1428506 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1428719.250000 Penalty: 4634.839355
	Iteration 15Q: 3 clusters Score -1428719 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1428935.125000 Penalty: 4634.839355
	Iteration 16Q: 3 clusters Score -1428935 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1429095.750000 Penalty: 4634.839355
	Iteration 17Q: 3 clusters Score -1429096 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1429259.375000 Penalty: 4634.839355
	Iteration 18Q: 3 clusters Score -1429259 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1429409.250000 Penalty: 4634.839355
	Iteration 19Q: 3 clusters Score -1429409 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1429530.750000 Penalty: 4634.839355
	Iteration 20F: 3 clusters Score -1429531 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1429643.125000 Penalty: 4634.839355
	Iteration 21Q: 3 clusters Score -1429643 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1429752.375000 Penalty: 4634.839355
	Iteration 22Q: 3 clusters Score -1429752 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1429862.000000 Penalty: 4634.839355
	Iteration 23Q: 3 clusters Score -1429862 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1429942.750000 Penalty: 4634.839355
	Iteration 24Q: 3 clusters Score -1429943 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1430021.625000 Penalty: 4634.839355
	Iteration 25Q: 3 clusters Score -1430022 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1430088.250000 Penalty: 4634.839355
	Iteration 26Q: 3 clusters Score -1430088 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1430139.000000 Penalty: 4634.839355
	Iteration 27Q: 3 clusters Score -1430139 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1430182.625000 Penalty: 4634.839355
	Iteration 28Q: 3 clusters Score -1430183 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1430215.500000 Penalty: 4634.839355
	Iteration 29Q: 3 clusters Score -1430216 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1430262.500000 Penalty: 4634.839355
	Iteration 30Q: 3 clusters Score -1430262 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1430295.875000 Penalty: 4634.839355
	Iteration 31Q: 3 clusters Score -1430296 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1430315.125000 Penalty: 4634.839355
	Iteration 32Q: 3 clusters Score -1430315 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1430333.375000 Penalty: 4634.839355
	Iteration 33Q: 3 clusters Score -1430333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1430342.500000 Penalty: 4634.839355
	Iteration 34Q: 3 clusters Score -1430342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1430354.500000 Penalty: 4634.839355
	Iteration 35Q: 3 clusters Score -1430354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1430357.750000 Penalty: 4634.839355
	Iteration 36Q: 3 clusters Score -1430358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1430363.375000 Penalty: 4634.839355
	Iteration 37Q: 3 clusters Score -1430363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1430365.000000 Penalty: 4634.839355
	Iteration 38Q: 3 clusters Score -1430365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1430369.000000 Penalty: 4634.839355
	Iteration 39Q: 3 clusters Score -1430369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1430370.500000 Penalty: 4634.839355
	Iteration 40F: 3 clusters Score -1430370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Entering Unmasked Estep 
Score: -200575.781250 Penalty: 1850.771729
	Iteration 0F: 2 clusters Score -200575.8 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 901 members 
Entering Unmasked Estep 
Score: -198240.546875 Penalty: 3701.543457
	Iteration 0F: 3 clusters Score -198240.5 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -198955.093750 Penalty: 3701.543457
	Iteration 1F: 3 clusters Score -198955.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -199386.625000 Penalty: 3701.543457
	Iteration 2F: 3 clusters Score -199386.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -199672.843750 Penalty: 3701.543457
	Iteration 3F: 3 clusters Score -199672.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -199854.015625 Penalty: 3701.543457
	Iteration 4F: 3 clusters Score -199854 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -200033.984375 Penalty: 3701.543457
	Iteration 5Q: 3 clusters Score -200034 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -200215.187500 Penalty: 3701.543457
	Iteration 6Q: 3 clusters Score -200215.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -200312.093750 Penalty: 3701.543457
	Iteration 7Q: 3 clusters Score -200312.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -200371.875000 Penalty: 3701.543457
	Iteration 8Q: 3 clusters Score -200371.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -200468.968750 Penalty: 3701.543457
	Iteration 9Q: 3 clusters Score -200469 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -200622.734375 Penalty: 3701.543457
	Iteration 10Q: 3 clusters Score -200622.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -201004.328125 Penalty: 3701.543457
	Iteration 11Q: 3 clusters Score -201004.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -201634.000000 Penalty: 3701.543457
	Iteration 12Q: 3 clusters Score -201634 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -201912.531250 Penalty: 3701.543457
	Iteration 13Q: 3 clusters Score -201912.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -202052.531250 Penalty: 3701.543457
	Iteration 14Q: 3 clusters Score -202052.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -202186.031250 Penalty: 3701.543457
	Iteration 15Q: 3 clusters Score -202186 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -202346.968750 Penalty: 3701.543457
	Iteration 16Q: 3 clusters Score -202347 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -202480.140625 Penalty: 3701.543457
	Iteration 17Q: 3 clusters Score -202480.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -202512.093750 Penalty: 3701.543457
	Iteration 18Q: 3 clusters Score -202512.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -202513.875000 Penalty: 3701.543457
	Iteration 19Q: 3 clusters Score -202513.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -202514.328125 Penalty: 3701.543457
	Iteration 20F: 3 clusters Score -202514.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65088 members 
Mstep: Class 2 contains 6268 members 
Mstep: Class 3 contains 43281 members 
Mstep: Class 4 contains 46483 members 
Mstep: Class 5 contains 5044 members 
Mstep: Class 6 contains 22564 members 
Mstep: Class 7 contains 11435 members 
Mstep: Class 8 contains 704 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 4733 members 
Mstep: Class 11 contains 19606 members 
Mstep: Class 12 contains 53965 members 
Mstep: Class 13 contains 254265 members 
Mstep: Class 14 contains 114669 members 
Mstep: Class 15 contains 102705 members 
Mstep: Class 16 contains 3069 members 
Mstep: Class 17 contains 4328 members 
Mstep: Class 18 contains 27801 members 
Mstep: Class 19 contains 61488 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 5721 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
Score: -104753672.000000 Penalty: 74538.125000
Splitting cluster 8 changes total score from -104750688.000000 to -104753672.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 9 (1045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Entering Unmasked Estep 
Score: -120400.789062 Penalty: 1724.039551
	Iteration 0F: 2 clusters Score -120400.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -118436.914062 Penalty: 3448.079102
	Iteration 0F: 3 clusters Score -118436.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -118796.343750 Penalty: 3448.079102
	Iteration 1F: 3 clusters Score -118796.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -118940.195312 Penalty: 3448.079102
	Iteration 2F: 3 clusters Score -118940.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -119042.640625 Penalty: 3448.079102
	Iteration 3Q: 3 clusters Score -119042.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -119105.718750 Penalty: 3448.079102
	Iteration 4Q: 3 clusters Score -119105.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -119152.367188 Penalty: 3448.079102
	Iteration 5Q: 3 clusters Score -119152.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -119188.187500 Penalty: 3448.079102
	Iteration 6Q: 3 clusters Score -119188.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -119226.007812 Penalty: 3448.079102
	Iteration 7Q: 3 clusters Score -119226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -119242.984375 Penalty: 3448.079102
	Iteration 8Q: 3 clusters Score -119243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -119265.164062 Penalty: 3448.079102
	Iteration 9Q: 3 clusters Score -119265.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -119304.718750 Penalty: 3448.079102
	Iteration 10Q: 3 clusters Score -119304.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -119322.023438 Penalty: 3448.079102
	Iteration 11Q: 3 clusters Score -119322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -119329.828125 Penalty: 3448.079102
	Iteration 12Q: 3 clusters Score -119329.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -119336.085938 Penalty: 3448.079102
	Iteration 13Q: 3 clusters Score -119336.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -119340.601562 Penalty: 3448.079102
	Iteration 14Q: 3 clusters Score -119340.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -119344.687500 Penalty: 3448.079102
	Iteration 15Q: 3 clusters Score -119344.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -119350.539062 Penalty: 3448.079102
	Iteration 16Q: 3 clusters Score -119350.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -119355.359375 Penalty: 3448.079102
	Iteration 17Q: 3 clusters Score -119355.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -119360.398438 Penalty: 3448.079102
	Iteration 18Q: 3 clusters Score -119360.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -119364.710938 Penalty: 3448.079102
	Iteration 19Q: 3 clusters Score -119364.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -119368.273438 Penalty: 3448.079102
	Iteration 20F: 3 clusters Score -119368.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -119370.156250 Penalty: 3448.079102
	Iteration 21Q: 3 clusters Score -119370.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -119370.906250 Penalty: 3448.079102
	Iteration 22Q: 3 clusters Score -119370.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -119372.164062 Penalty: 3448.079102
	Iteration 23Q: 3 clusters Score -119372.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -119372.164062 Penalty: 3448.079102
	Iteration 24F: 3 clusters Score -119372.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Entering Unmasked Estep 
Score: -598779.812500 Penalty: 2098.654053
	Iteration 0F: 2 clusters Score -598779.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -594413.812500 Penalty: 4197.308105
	Iteration 0F: 3 clusters Score -594413.8 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -595405.375000 Penalty: 4197.308105
	Iteration 1F: 3 clusters Score -595405.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -595598.375000 Penalty: 4197.308105
	Iteration 2F: 3 clusters Score -595598.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -595730.062500 Penalty: 4197.308105
	Iteration 3F: 3 clusters Score -595730.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -595824.875000 Penalty: 4197.308105
	Iteration 4Q: 3 clusters Score -595824.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -595891.875000 Penalty: 4197.308105
	Iteration 5Q: 3 clusters Score -595891.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -595939.187500 Penalty: 4197.308105
	Iteration 6Q: 3 clusters Score -595939.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -595976.687500 Penalty: 4197.308105
	Iteration 7Q: 3 clusters Score -595976.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -596005.187500 Penalty: 4197.308105
	Iteration 8Q: 3 clusters Score -596005.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -596031.062500 Penalty: 4197.308105
	Iteration 9Q: 3 clusters Score -596031.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -596046.562500 Penalty: 4197.308105
	Iteration 10Q: 3 clusters Score -596046.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -596066.062500 Penalty: 4197.308105
	Iteration 11Q: 3 clusters Score -596066.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -596082.375000 Penalty: 4197.308105
	Iteration 12Q: 3 clusters Score -596082.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -596094.062500 Penalty: 4197.308105
	Iteration 13Q: 3 clusters Score -596094.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -596110.375000 Penalty: 4197.308105
	Iteration 14Q: 3 clusters Score -596110.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -596131.187500 Penalty: 4197.308105
	Iteration 15Q: 3 clusters Score -596131.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -596152.062500 Penalty: 4197.308105
	Iteration 16Q: 3 clusters Score -596152.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -596170.625000 Penalty: 4197.308105
	Iteration 17Q: 3 clusters Score -596170.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -596185.875000 Penalty: 4197.308105
	Iteration 18Q: 3 clusters Score -596185.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -596203.125000 Penalty: 4197.308105
	Iteration 19Q: 3 clusters Score -596203.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -596214.937500 Penalty: 4197.308105
	Iteration 20F: 3 clusters Score -596214.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -596232.562500 Penalty: 4197.308105
	Iteration 21Q: 3 clusters Score -596232.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -596251.125000 Penalty: 4197.308105
	Iteration 22Q: 3 clusters Score -596251.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -596267.000000 Penalty: 4197.308105
	Iteration 23Q: 3 clusters Score -596267 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -596288.312500 Penalty: 4197.308105
	Iteration 24Q: 3 clusters Score -596288.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -596319.500000 Penalty: 4197.308105
	Iteration 25Q: 3 clusters Score -596319.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -596349.500000 Penalty: 4197.308105
	Iteration 26Q: 3 clusters Score -596349.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -596378.375000 Penalty: 4197.308105
	Iteration 27Q: 3 clusters Score -596378.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -596415.750000 Penalty: 4197.308105
	Iteration 28Q: 3 clusters Score -596415.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -596448.375000 Penalty: 4197.308105
	Iteration 29Q: 3 clusters Score -596448.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -596482.687500 Penalty: 4197.308105
	Iteration 30Q: 3 clusters Score -596482.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -596517.250000 Penalty: 4197.308105
	Iteration 31Q: 3 clusters Score -596517.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -596556.312500 Penalty: 4197.308105
	Iteration 32Q: 3 clusters Score -596556.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -596592.312500 Penalty: 4197.308105
	Iteration 33Q: 3 clusters Score -596592.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -596627.625000 Penalty: 4197.308105
	Iteration 34Q: 3 clusters Score -596627.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -596667.187500 Penalty: 4197.308105
	Iteration 35Q: 3 clusters Score -596667.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -596702.750000 Penalty: 4197.308105
	Iteration 36Q: 3 clusters Score -596702.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -596728.500000 Penalty: 4197.308105
	Iteration 37Q: 3 clusters Score -596728.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -596754.937500 Penalty: 4197.308105
	Iteration 38Q: 3 clusters Score -596754.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -596791.750000 Penalty: 4197.308105
	Iteration 39Q: 3 clusters Score -596791.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -596822.437500 Penalty: 4197.308105
	Iteration 40F: 3 clusters Score -596822.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -596850.500000 Penalty: 4197.308105
	Iteration 41Q: 3 clusters Score -596850.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -596872.000000 Penalty: 4197.308105
	Iteration 42Q: 3 clusters Score -596872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -596890.750000 Penalty: 4197.308105
	Iteration 43Q: 3 clusters Score -596890.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -596895.750000 Penalty: 4197.308105
	Iteration 44Q: 3 clusters Score -596895.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -596899.687500 Penalty: 4197.308105
	Iteration 45Q: 3 clusters Score -596899.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -596903.187500 Penalty: 4197.308105
	Iteration 46Q: 3 clusters Score -596903.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -596905.250000 Penalty: 4197.308105
	Iteration 47Q: 3 clusters Score -596905.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -596906.875000 Penalty: 4197.308105
	Iteration 48Q: 3 clusters Score -596906.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -596906.875000 Penalty: 4197.308105
	Iteration 49F: 3 clusters Score -596906.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -2461499.500000 Penalty: 2451.130371
	Iteration 0F: 2 clusters Score -2461500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -2447672.000000 Penalty: 4902.260742
	Iteration 0F: 3 clusters Score -2447672 nChanged 8680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -2452106.750000 Penalty: 4902.260742
	Iteration 1F: 3 clusters Score -2452107 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -2452489.000000 Penalty: 4902.260742
	Iteration 2F: 3 clusters Score -2452489 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -2452791.250000 Penalty: 4902.260742
	Iteration 3Q: 3 clusters Score -2452791 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -2453044.000000 Penalty: 4902.260742
	Iteration 4Q: 3 clusters Score -2453044 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -2453262.000000 Penalty: 4902.260742
	Iteration 5Q: 3 clusters Score -2453262 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -2453486.750000 Penalty: 4902.260742
	Iteration 6Q: 3 clusters Score -2453487 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -2453724.500000 Penalty: 4902.260742
	Iteration 7Q: 3 clusters Score -2453724 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -2454051.500000 Penalty: 4902.260742
	Iteration 8Q: 3 clusters Score -2454052 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -2454479.250000 Penalty: 4902.260742
	Iteration 9Q: 3 clusters Score -2454479 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -2455088.750000 Penalty: 4902.260742
	Iteration 10Q: 3 clusters Score -2455089 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -2455787.750000 Penalty: 4902.260742
	Iteration 11F: 3 clusters Score -2455788 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -2456559.750000 Penalty: 4902.260742
	Iteration 12F: 3 clusters Score -2456560 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -2457382.500000 Penalty: 4902.260742
	Iteration 13F: 3 clusters Score -2457382 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -2458023.750000 Penalty: 4902.260742
	Iteration 14Q: 3 clusters Score -2458024 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -2458433.250000 Penalty: 4902.260742
	Iteration 15Q: 3 clusters Score -2458433 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -2458665.250000 Penalty: 4902.260742
	Iteration 16Q: 3 clusters Score -2458665 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -2458810.250000 Penalty: 4902.260742
	Iteration 17Q: 3 clusters Score -2458810 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -2458903.500000 Penalty: 4902.260742
	Iteration 18Q: 3 clusters Score -2458904 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -2458983.500000 Penalty: 4902.260742
	Iteration 19Q: 3 clusters Score -2458984 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -2459047.750000 Penalty: 4902.260742
	Iteration 20F: 3 clusters Score -2459048 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -2459105.750000 Penalty: 4902.260742
	Iteration 21Q: 3 clusters Score -2459106 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -2459151.000000 Penalty: 4902.260742
	Iteration 22Q: 3 clusters Score -2459151 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -2459196.750000 Penalty: 4902.260742
	Iteration 23Q: 3 clusters Score -2459197 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -2459249.000000 Penalty: 4902.260742
	Iteration 24Q: 3 clusters Score -2459249 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2459279.250000 Penalty: 4902.260742
	Iteration 25Q: 3 clusters Score -2459279 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -2459305.500000 Penalty: 4902.260742
	Iteration 26Q: 3 clusters Score -2459306 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -2459334.000000 Penalty: 4902.260742
	Iteration 27Q: 3 clusters Score -2459334 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -2459365.500000 Penalty: 4902.260742
	Iteration 28Q: 3 clusters Score -2459366 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -2459388.500000 Penalty: 4902.260742
	Iteration 29Q: 3 clusters Score -2459388 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -2459414.250000 Penalty: 4902.260742
	Iteration 30Q: 3 clusters Score -2459414 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -2459433.000000 Penalty: 4902.260742
	Iteration 31Q: 3 clusters Score -2459433 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -2459452.750000 Penalty: 4902.260742
	Iteration 32Q: 3 clusters Score -2459453 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -2459477.500000 Penalty: 4902.260742
	Iteration 33Q: 3 clusters Score -2459478 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -2459494.000000 Penalty: 4902.260742
	Iteration 34Q: 3 clusters Score -2459494 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2459513.500000 Penalty: 4902.260742
	Iteration 35Q: 3 clusters Score -2459514 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2459517.500000 Penalty: 4902.260742
	Iteration 36Q: 3 clusters Score -2459518 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -2459530.000000 Penalty: 4902.260742
	Iteration 37Q: 3 clusters Score -2459530 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2459537.250000 Penalty: 4902.260742
	Iteration 38Q: 3 clusters Score -2459537 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2459543.750000 Penalty: 4902.260742
	Iteration 39Q: 3 clusters Score -2459544 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2459556.750000 Penalty: 4902.260742
	Iteration 40F: 3 clusters Score -2459557 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2459558.000000 Penalty: 4902.260742
	Iteration 41Q: 3 clusters Score -2459558 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -2459565.250000 Penalty: 4902.260742
	Iteration 42Q: 3 clusters Score -2459565 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2459569.250000 Penalty: 4902.260742
	Iteration 43Q: 3 clusters Score -2459569 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2459579.250000 Penalty: 4902.260742
	Iteration 44Q: 3 clusters Score -2459579 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2459584.750000 Penalty: 4902.260742
	Iteration 45Q: 3 clusters Score -2459585 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2459586.500000 Penalty: 4902.260742
	Iteration 46Q: 3 clusters Score -2459586 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2459591.250000 Penalty: 4902.260742
	Iteration 47Q: 3 clusters Score -2459591 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -2459597.750000 Penalty: 4902.260742
	Iteration 48Q: 3 clusters Score -2459598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -2459602.250000 Penalty: 4902.260742
	Iteration 49Q: 3 clusters Score -2459602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2459605.250000 Penalty: 4902.260742
	Iteration 50Q: 3 clusters Score -2459605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2459605.500000 Penalty: 4902.260742
	Iteration 51Q: 3 clusters Score -2459606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2459607.000000 Penalty: 4902.260742
	Iteration 52Q: 3 clusters Score -2459607 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2459614.750000 Penalty: 4902.260742
	Iteration 53Q: 3 clusters Score -2459615 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2459615.500000 Penalty: 4902.260742
	Iteration 54Q: 3 clusters Score -2459616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2459626.250000 Penalty: 4902.260742
	Iteration 55Q: 3 clusters Score -2459626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2459624.250000 Penalty: 4902.260742
	Iteration 56Q: 3 clusters Score -2459624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2459624.750000 Penalty: 4902.260742
	Iteration 57Q: 3 clusters Score -2459625 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2459630.750000 Penalty: 4902.260742
	Iteration 58Q: 3 clusters Score -2459631 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2459631.500000 Penalty: 4902.260742
	Iteration 59Q: 3 clusters Score -2459632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -2459633.000000 Penalty: 4902.260742
	Iteration 60F: 3 clusters Score -2459633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2459635.750000 Penalty: 4902.260742
	Iteration 61Q: 3 clusters Score -2459636 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2459639.000000 Penalty: 4902.260742
	Iteration 62Q: 3 clusters Score -2459639 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2459643.250000 Penalty: 4902.260742
	Iteration 63Q: 3 clusters Score -2459643 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2459644.750000 Penalty: 4902.260742
	Iteration 64Q: 3 clusters Score -2459645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2459647.250000 Penalty: 4902.260742
	Iteration 65Q: 3 clusters Score -2459647 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2459655.750000 Penalty: 4902.260742
	Iteration 66Q: 3 clusters Score -2459656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17705 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2459656.250000 Penalty: 4902.260742
	Iteration 67Q: 3 clusters Score -2459656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -2459658.750000 Penalty: 4902.260742
	Iteration 68Q: 3 clusters Score -2459659 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2459667.500000 Penalty: 4902.260742
	Iteration 69Q: 3 clusters Score -2459668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2459672.000000 Penalty: 4902.260742
	Iteration 70Q: 3 clusters Score -2459672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2459679.750000 Penalty: 4902.260742
	Iteration 71Q: 3 clusters Score -2459680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2459679.000000 Penalty: 4902.260742
	Iteration 72Q: 3 clusters Score -2459679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2459681.500000 Penalty: 4902.260742
	Iteration 73Q: 3 clusters Score -2459682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -2459684.750000 Penalty: 4902.260742
	Iteration 74Q: 3 clusters Score -2459685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2459691.500000 Penalty: 4902.260742
	Iteration 75Q: 3 clusters Score -2459692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2459693.500000 Penalty: 4902.260742
	Iteration 76Q: 3 clusters Score -2459694 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2459694.000000 Penalty: 4902.260742
	Iteration 77Q: 3 clusters Score -2459694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2459692.750000 Penalty: 4902.260742
	Iteration 78Q: 3 clusters Score -2459693 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2459697.500000 Penalty: 4902.260742
	Iteration 79Q: 3 clusters Score -2459698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2459702.000000 Penalty: 4902.260742
	Iteration 80F: 3 clusters Score -2459702 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2459713.500000 Penalty: 4902.260742
	Iteration 81Q: 3 clusters Score -2459714 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2459713.500000 Penalty: 4902.260742
	Iteration 82Q: 3 clusters Score -2459714 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2459721.750000 Penalty: 4902.260742
	Iteration 83Q: 3 clusters Score -2459722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2459723.750000 Penalty: 4902.260742
	Iteration 84Q: 3 clusters Score -2459724 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2459726.000000 Penalty: 4902.260742
	Iteration 85Q: 3 clusters Score -2459726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2459725.750000 Penalty: 4902.260742
	Iteration 86Q: 3 clusters Score -2459726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2459728.250000 Penalty: 4902.260742
	Iteration 87Q: 3 clusters Score -2459728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2459733.250000 Penalty: 4902.260742
	Iteration 88Q: 3 clusters Score -2459733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2459735.500000 Penalty: 4902.260742
	Iteration 89Q: 3 clusters Score -2459736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2459735.250000 Penalty: 4902.260742
	Iteration 90Q: 3 clusters Score -2459735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2459733.500000 Penalty: 4902.260742
	Iteration 91Q: 3 clusters Score -2459734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2459735.250000 Penalty: 4902.260742
	Iteration 92Q: 3 clusters Score -2459735 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2459737.500000 Penalty: 4902.260742
	Iteration 93Q: 3 clusters Score -2459738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2459737.000000 Penalty: 4902.260742
	Iteration 94Q: 3 clusters Score -2459737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2459737.000000 Penalty: 4902.260742
	Iteration 95F: 3 clusters Score -2459737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (53965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53965 members 
Entering Unmasked Estep 
Score: -6798859.500000 Penalty: 2702.230469
	Iteration 0F: 2 clusters Score -6798860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -6762587.000000 Penalty: 5404.460938
	Iteration 0F: 3 clusters Score -6762587 nChanged 25041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -6776494.500000 Penalty: 5404.460938
	Iteration 1F: 3 clusters Score -6776494 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -6777330.000000 Penalty: 5404.460938
	Iteration 2Q: 3 clusters Score -6777330 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -6778368.500000 Penalty: 5404.460938
	Iteration 3Q: 3 clusters Score -6778368 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 32044 members 
Entering Unmasked Estep 
Score: -6779816.500000 Penalty: 5404.460938
	Iteration 4F: 3 clusters Score -6779816 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19763 members 
Mstep: Class 2 contains 34202 members 
Entering Unmasked Estep 
Score: -6781627.500000 Penalty: 5404.460938
	Iteration 5F: 3 clusters Score -6781628 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 36854 members 
Entering Unmasked Estep 
Score: -6783837.500000 Penalty: 5404.460938
	Iteration 6F: 3 clusters Score -6783838 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -6786236.000000 Penalty: 5404.460938
	Iteration 7F: 3 clusters Score -6786236 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 42463 members 
Entering Unmasked Estep 
Score: -6788454.000000 Penalty: 5404.460938
	Iteration 8F: 3 clusters Score -6788454 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 44776 members 
Entering Unmasked Estep 
Score: -6790232.500000 Penalty: 5404.460938
	Iteration 9Q: 3 clusters Score -6790232 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -6791609.000000 Penalty: 5404.460938
	Iteration 10Q: 3 clusters Score -6791609 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 48310 members 
Entering Unmasked Estep 
Score: -6792862.000000 Penalty: 5404.460938
	Iteration 11Q: 3 clusters Score -6792862 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 49605 members 
Entering Unmasked Estep 
Score: -6793933.500000 Penalty: 5404.460938
	Iteration 12Q: 3 clusters Score -6793934 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 50593 members 
Entering Unmasked Estep 
Score: -6794705.500000 Penalty: 5404.460938
	Iteration 13Q: 3 clusters Score -6794706 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 51279 members 
Entering Unmasked Estep 
Score: -6795248.500000 Penalty: 5404.460938
	Iteration 14Q: 3 clusters Score -6795248 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 51780 members 
Entering Unmasked Estep 
Score: -6795615.500000 Penalty: 5404.460938
	Iteration 15Q: 3 clusters Score -6795616 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 52141 members 
Entering Unmasked Estep 
Score: -6795909.000000 Penalty: 5404.460938
	Iteration 16Q: 3 clusters Score -6795909 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 52404 members 
Entering Unmasked Estep 
Score: -6796120.000000 Penalty: 5404.460938
	Iteration 17Q: 3 clusters Score -6796120 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 52564 members 
Entering Unmasked Estep 
Score: -6796238.000000 Penalty: 5404.460938
	Iteration 18Q: 3 clusters Score -6796238 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 52686 members 
Entering Unmasked Estep 
Score: -6796310.000000 Penalty: 5404.460938
	Iteration 19Q: 3 clusters Score -6796310 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 52780 members 
Entering Unmasked Estep 
Score: -6796373.000000 Penalty: 5404.460938
	Iteration 20F: 3 clusters Score -6796373 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 52847 members 
Entering Unmasked Estep 
Score: -6796417.500000 Penalty: 5404.460938
	Iteration 21Q: 3 clusters Score -6796418 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 52895 members 
Entering Unmasked Estep 
Score: -6796430.000000 Penalty: 5404.460938
	Iteration 22Q: 3 clusters Score -6796430 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 52934 members 
Entering Unmasked Estep 
Score: -6796473.000000 Penalty: 5404.460938
	Iteration 23Q: 3 clusters Score -6796473 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 52969 members 
Entering Unmasked Estep 
Score: -6796487.500000 Penalty: 5404.460938
	Iteration 24Q: 3 clusters Score -6796488 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 53000 members 
Entering Unmasked Estep 
Score: -6796497.000000 Penalty: 5404.460938
	Iteration 25Q: 3 clusters Score -6796497 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 53024 members 
Entering Unmasked Estep 
Score: -6796507.500000 Penalty: 5404.460938
	Iteration 26Q: 3 clusters Score -6796508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 53042 members 
Entering Unmasked Estep 
Score: -6796510.000000 Penalty: 5404.460938
	Iteration 27Q: 3 clusters Score -6796510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 53060 members 
Entering Unmasked Estep 
Score: -6796510.500000 Penalty: 5404.460938
	Iteration 28Q: 3 clusters Score -6796510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 53073 members 
Entering Unmasked Estep 
Score: -6796517.500000 Penalty: 5404.460938
	Iteration 29Q: 3 clusters Score -6796518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 53082 members 
Entering Unmasked Estep 
Score: -6796517.000000 Penalty: 5404.460938
	Iteration 30Q: 3 clusters Score -6796517 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 53092 members 
Entering Unmasked Estep 
Score: -6796525.000000 Penalty: 5404.460938
	Iteration 31Q: 3 clusters Score -6796525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 53102 members 
Entering Unmasked Estep 
Score: -6796525.500000 Penalty: 5404.460938
	Iteration 32Q: 3 clusters Score -6796526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 53109 members 
Entering Unmasked Estep 
Score: -6796526.000000 Penalty: 5404.460938
	Iteration 33Q: 3 clusters Score -6796526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 53117 members 
Entering Unmasked Estep 
Score: -6796533.000000 Penalty: 5404.460938
	Iteration 34Q: 3 clusters Score -6796533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 53120 members 
Entering Unmasked Estep 
Score: -6796531.000000 Penalty: 5404.460938
	Iteration 35Q: 3 clusters Score -6796531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 53127 members 
Entering Unmasked Estep 
Score: -6796534.500000 Penalty: 5404.460938
	Iteration 36Q: 3 clusters Score -6796534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 53135 members 
Entering Unmasked Estep 
Score: -6796535.500000 Penalty: 5404.460938
	Iteration 37Q: 3 clusters Score -6796536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 53142 members 
Entering Unmasked Estep 
Score: -6796550.500000 Penalty: 5404.460938
	Iteration 38Q: 3 clusters Score -6796550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 53148 members 
Entering Unmasked Estep 
Score: -6796549.000000 Penalty: 5404.460938
	Iteration 39Q: 3 clusters Score -6796549 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 53156 members 
Entering Unmasked Estep 
Score: -6796552.000000 Penalty: 5404.460938
	Iteration 40F: 3 clusters Score -6796552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 53165 members 
Entering Unmasked Estep 
Score: -6796545.000000 Penalty: 5404.460938
	Iteration 41Q: 3 clusters Score -6796545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 53173 members 
Entering Unmasked Estep 
Score: -6796556.000000 Penalty: 5404.460938
	Iteration 42Q: 3 clusters Score -6796556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 53179 members 
Entering Unmasked Estep 
Score: -6796551.500000 Penalty: 5404.460938
	Iteration 43Q: 3 clusters Score -6796552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 53185 members 
Entering Unmasked Estep 
Score: -6796563.000000 Penalty: 5404.460938
	Iteration 44Q: 3 clusters Score -6796563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 53193 members 
Entering Unmasked Estep 
Score: -6796570.000000 Penalty: 5404.460938
	Iteration 45Q: 3 clusters Score -6796570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 53204 members 
Entering Unmasked Estep 
Score: -6796571.000000 Penalty: 5404.460938
	Iteration 46Q: 3 clusters Score -6796571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 53211 members 
Entering Unmasked Estep 
Score: -6796581.000000 Penalty: 5404.460938
	Iteration 47Q: 3 clusters Score -6796581 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 53223 members 
Entering Unmasked Estep 
Score: -6796585.500000 Penalty: 5404.460938
	Iteration 48Q: 3 clusters Score -6796586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 53227 members 
Entering Unmasked Estep 
Score: -6796585.500000 Penalty: 5404.460938
	Iteration 49Q: 3 clusters Score -6796586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 53228 members 
Entering Unmasked Estep 
Score: -6796591.500000 Penalty: 5404.460938
	Iteration 50Q: 3 clusters Score -6796592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 53232 members 
Entering Unmasked Estep 
Score: -6796595.000000 Penalty: 5404.460938
	Iteration 51Q: 3 clusters Score -6796595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 53236 members 
Entering Unmasked Estep 
Score: -6796606.500000 Penalty: 5404.460938
	Iteration 52Q: 3 clusters Score -6796606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 53239 members 
Entering Unmasked Estep 
Score: -6796614.000000 Penalty: 5404.460938
	Iteration 53Q: 3 clusters Score -6796614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 53243 members 
Entering Unmasked Estep 
Score: -6796608.500000 Penalty: 5404.460938
	Iteration 54Q: 3 clusters Score -6796608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 53244 members 
Entering Unmasked Estep 
Score: -6796607.000000 Penalty: 5404.460938
	Iteration 55Q: 3 clusters Score -6796607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 53245 members 
Entering Unmasked Estep 
Score: -6796604.000000 Penalty: 5404.460938
	Iteration 56Q: 3 clusters Score -6796604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 53248 members 
Entering Unmasked Estep 
Score: -6796616.500000 Penalty: 5404.460938
	Iteration 57Q: 3 clusters Score -6796616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 53251 members 
Entering Unmasked Estep 
Score: -6796618.500000 Penalty: 5404.460938
	Iteration 58Q: 3 clusters Score -6796618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 53253 members 
Entering Unmasked Estep 
Score: -6796613.500000 Penalty: 5404.460938
	Iteration 59Q: 3 clusters Score -6796614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 53252 members 
Entering Unmasked Estep 
Score: -6796618.000000 Penalty: 5404.460938
	Iteration 60F: 3 clusters Score -6796618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (254265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254265 members 
Entering Unmasked Estep 
Score: -31592124.000000 Penalty: 3086.640869
	Iteration 0F: 2 clusters Score -3.159212e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127119 members 
Mstep: Class 2 contains 127146 members 
Entering Unmasked Estep 
Score: -31434774.000000 Penalty: 6173.281738
	Iteration 0F: 3 clusters Score -3.143477e+07 nChanged 122909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128160 members 
Mstep: Class 2 contains 126105 members 
Entering Unmasked Estep 
Score: -31506712.000000 Penalty: 6173.281738
	Iteration 1F: 3 clusters Score -3.150671e+07 nChanged 6648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128600 members 
Mstep: Class 2 contains 125665 members 
Entering Unmasked Estep 
Score: -31507636.000000 Penalty: 6173.281738
	Iteration 2Q: 3 clusters Score -3.150764e+07 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129289 members 
Mstep: Class 2 contains 124976 members 
Entering Unmasked Estep 
Score: -31508656.000000 Penalty: 6173.281738
	Iteration 3Q: 3 clusters Score -3.150866e+07 nChanged 6360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130387 members 
Mstep: Class 2 contains 123878 members 
Entering Unmasked Estep 
Score: -31509956.000000 Penalty: 6173.281738
	Iteration 4Q: 3 clusters Score -3.150996e+07 nChanged 6793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131944 members 
Mstep: Class 2 contains 122321 members 
Entering Unmasked Estep 
Score: -31511284.000000 Penalty: 6173.281738
	Iteration 5Q: 3 clusters Score -3.151128e+07 nChanged 7557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134071 members 
Mstep: Class 2 contains 120194 members 
Entering Unmasked Estep 
Score: -31513204.000000 Penalty: 6173.281738
	Iteration 6Q: 3 clusters Score -3.15132e+07 nChanged 8915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137150 members 
Mstep: Class 2 contains 117115 members 
Entering Unmasked Estep 
Score: -31516340.000000 Penalty: 6173.281738
	Iteration 7Q: 3 clusters Score -3.151634e+07 nChanged 10723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141345 members 
Mstep: Class 2 contains 112920 members 
Entering Unmasked Estep 
Score: -31521098.000000 Penalty: 6173.281738
	Iteration 8Q: 3 clusters Score -3.15211e+07 nChanged 13046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146703 members 
Mstep: Class 2 contains 107562 members 
Entering Unmasked Estep 
Score: -31529168.000000 Penalty: 6173.281738
	Iteration 9F: 3 clusters Score -3.152917e+07 nChanged 15422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152635 members 
Mstep: Class 2 contains 101630 members 
Entering Unmasked Estep 
Score: -31541010.000000 Penalty: 6173.281738
	Iteration 10F: 3 clusters Score -3.154101e+07 nChanged 15944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158169 members 
Mstep: Class 2 contains 96096 members 
Entering Unmasked Estep 
Score: -31552486.000000 Penalty: 6173.281738
	Iteration 11F: 3 clusters Score -3.155249e+07 nChanged 12769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162746 members 
Mstep: Class 2 contains 91519 members 
Entering Unmasked Estep 
Score: -31558326.000000 Penalty: 6173.281738
	Iteration 12F: 3 clusters Score -3.155833e+07 nChanged 8103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167211 members 
Mstep: Class 2 contains 87054 members 
Entering Unmasked Estep 
Score: -31560398.000000 Penalty: 6173.281738
	Iteration 13Q: 3 clusters Score -3.15604e+07 nChanged 5630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172071 members 
Mstep: Class 2 contains 82194 members 
Entering Unmasked Estep 
Score: -31561838.000000 Penalty: 6173.281738
	Iteration 14Q: 3 clusters Score -3.156184e+07 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177310 members 
Mstep: Class 2 contains 76955 members 
Entering Unmasked Estep 
Score: -31563032.000000 Penalty: 6173.281738
	Iteration 15Q: 3 clusters Score -3.156303e+07 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182970 members 
Mstep: Class 2 contains 71295 members 
Entering Unmasked Estep 
Score: -31564292.000000 Penalty: 6173.281738
	Iteration 16Q: 3 clusters Score -3.156429e+07 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188924 members 
Mstep: Class 2 contains 65341 members 
Entering Unmasked Estep 
Score: -31566018.000000 Penalty: 6173.281738
	Iteration 17Q: 3 clusters Score -3.156602e+07 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194950 members 
Mstep: Class 2 contains 59315 members 
Entering Unmasked Estep 
Score: -31567606.000000 Penalty: 6173.281738
	Iteration 18Q: 3 clusters Score -3.156761e+07 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201107 members 
Mstep: Class 2 contains 53158 members 
Entering Unmasked Estep 
Score: -31569432.000000 Penalty: 6173.281738
	Iteration 19Q: 3 clusters Score -3.156943e+07 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206974 members 
Mstep: Class 2 contains 47291 members 
Entering Unmasked Estep 
Score: -31571414.000000 Penalty: 6173.281738
	Iteration 20F: 3 clusters Score -3.157141e+07 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212687 members 
Mstep: Class 2 contains 41578 members 
Entering Unmasked Estep 
Score: -31573022.000000 Penalty: 6173.281738
	Iteration 21Q: 3 clusters Score -3.157302e+07 nChanged 5443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218052 members 
Mstep: Class 2 contains 36213 members 
Entering Unmasked Estep 
Score: -31574632.000000 Penalty: 6173.281738
	Iteration 22Q: 3 clusters Score -3.157463e+07 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222989 members 
Mstep: Class 2 contains 31276 members 
Entering Unmasked Estep 
Score: -31575968.000000 Penalty: 6173.281738
	Iteration 23Q: 3 clusters Score -3.157597e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227512 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -31577284.000000 Penalty: 6173.281738
	Iteration 24Q: 3 clusters Score -3.157728e+07 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231580 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -31578870.000000 Penalty: 6173.281738
	Iteration 25Q: 3 clusters Score -3.157887e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235183 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -31580448.000000 Penalty: 6173.281738
	Iteration 26Q: 3 clusters Score -3.158045e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238353 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -31581752.000000 Penalty: 6173.281738
	Iteration 27Q: 3 clusters Score -3.158175e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241167 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -31582840.000000 Penalty: 6173.281738
	Iteration 28Q: 3 clusters Score -3.158284e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243583 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -31584042.000000 Penalty: 6173.281738
	Iteration 29Q: 3 clusters Score -3.158404e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245670 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -31585030.000000 Penalty: 6173.281738
	Iteration 30Q: 3 clusters Score -3.158503e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247365 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -31585902.000000 Penalty: 6173.281738
	Iteration 31Q: 3 clusters Score -3.15859e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248779 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -31586620.000000 Penalty: 6173.281738
	Iteration 32Q: 3 clusters Score -3.158662e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249920 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -31587180.000000 Penalty: 6173.281738
	Iteration 33Q: 3 clusters Score -3.158718e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250806 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -31587672.000000 Penalty: 6173.281738
	Iteration 34Q: 3 clusters Score -3.158767e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251493 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -31588014.000000 Penalty: 6173.281738
	Iteration 35Q: 3 clusters Score -3.158801e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251990 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -31588352.000000 Penalty: 6173.281738
	Iteration 36Q: 3 clusters Score -3.158835e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252366 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -31588584.000000 Penalty: 6173.281738
	Iteration 37Q: 3 clusters Score -3.158858e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252654 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -31588778.000000 Penalty: 6173.281738
	Iteration 38Q: 3 clusters Score -3.158878e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252868 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -31588900.000000 Penalty: 6173.281738
	Iteration 39Q: 3 clusters Score -3.15889e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253008 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -31588978.000000 Penalty: 6173.281738
	Iteration 40F: 3 clusters Score -3.158898e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253128 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -31589090.000000 Penalty: 6173.281738
	Iteration 41Q: 3 clusters Score -3.158909e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253197 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -31589044.000000 Penalty: 6173.281738
	Iteration 42Q: 3 clusters Score -3.158904e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253250 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -31589078.000000 Penalty: 6173.281738
	Iteration 43Q: 3 clusters Score -3.158908e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253292 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -31589156.000000 Penalty: 6173.281738
	Iteration 44Q: 3 clusters Score -3.158916e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253331 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -31589208.000000 Penalty: 6173.281738
	Iteration 45Q: 3 clusters Score -3.158921e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253366 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -31589226.000000 Penalty: 6173.281738
	Iteration 46Q: 3 clusters Score -3.158923e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253403 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -31589240.000000 Penalty: 6173.281738
	Iteration 47Q: 3 clusters Score -3.158924e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253425 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -31589248.000000 Penalty: 6173.281738
	Iteration 48Q: 3 clusters Score -3.158925e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253434 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -31589268.000000 Penalty: 6173.281738
	Iteration 49Q: 3 clusters Score -3.158927e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253442 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -31589262.000000 Penalty: 6173.281738
	Iteration 50Q: 3 clusters Score -3.158926e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253450 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -31589278.000000 Penalty: 6173.281738
	Iteration 51Q: 3 clusters Score -3.158928e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253459 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -31589308.000000 Penalty: 6173.281738
	Iteration 52Q: 3 clusters Score -3.158931e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253466 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -31589324.000000 Penalty: 6173.281738
	Iteration 53Q: 3 clusters Score -3.158932e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253474 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -31589316.000000 Penalty: 6173.281738
	Iteration 54Q: 3 clusters Score -3.158932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253477 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -31589312.000000 Penalty: 6173.281738
	Iteration 55Q: 3 clusters Score -3.158931e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253479 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -31589318.000000 Penalty: 6173.281738
	Iteration 56Q: 3 clusters Score -3.158932e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253480 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -31589314.000000 Penalty: 6173.281738
	Iteration 57Q: 3 clusters Score -3.158931e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253481 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -31589308.000000 Penalty: 6173.281738
	Iteration 58Q: 3 clusters Score -3.158931e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253483 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -31589306.000000 Penalty: 6173.281738
	Iteration 59Q: 3 clusters Score -3.158931e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253486 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -31589306.000000 Penalty: 6173.281738
	Iteration 60F: 3 clusters Score -3.158931e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253487 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -31589304.000000 Penalty: 6173.281738
	Iteration 61Q: 3 clusters Score -3.15893e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253487 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -31589304.000000 Penalty: 6173.281738
	Iteration 62F: 3 clusters Score -3.15893e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (114669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114669 members 
Entering Unmasked Estep 
Score: -14379335.000000 Penalty: 2889.151611
	Iteration 0F: 2 clusters Score -1.437934e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57560 members 
Mstep: Class 2 contains 57109 members 
Entering Unmasked Estep 
Score: -14302755.000000 Penalty: 5778.303223
	Iteration 0F: 3 clusters Score -1.430276e+07 nChanged 54484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59082 members 
Mstep: Class 2 contains 55587 members 
Entering Unmasked Estep 
Score: -14334080.000000 Penalty: 5778.303223
	Iteration 1F: 3 clusters Score -1.433408e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59922 members 
Mstep: Class 2 contains 54747 members 
Entering Unmasked Estep 
Score: -14335088.000000 Penalty: 5778.303223
	Iteration 2Q: 3 clusters Score -1.433509e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61152 members 
Mstep: Class 2 contains 53517 members 
Entering Unmasked Estep 
Score: -14336336.000000 Penalty: 5778.303223
	Iteration 3Q: 3 clusters Score -1.433634e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62964 members 
Mstep: Class 2 contains 51705 members 
Entering Unmasked Estep 
Score: -14338030.000000 Penalty: 5778.303223
	Iteration 4Q: 3 clusters Score -1.433803e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65532 members 
Mstep: Class 2 contains 49137 members 
Entering Unmasked Estep 
Score: -14339842.000000 Penalty: 5778.303223
	Iteration 5Q: 3 clusters Score -1.433984e+07 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69123 members 
Mstep: Class 2 contains 45546 members 
Entering Unmasked Estep 
Score: -14342329.000000 Penalty: 5778.303223
	Iteration 6Q: 3 clusters Score -1.434233e+07 nChanged 6110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73995 members 
Mstep: Class 2 contains 40674 members 
Entering Unmasked Estep 
Score: -14346342.000000 Penalty: 5778.303223
	Iteration 7F: 3 clusters Score -1.434634e+07 nChanged 6961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80184 members 
Mstep: Class 2 contains 34485 members 
Entering Unmasked Estep 
Score: -14351227.000000 Penalty: 5778.303223
	Iteration 8F: 3 clusters Score -1.435123e+07 nChanged 7445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87151 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -14357171.000000 Penalty: 5778.303223
	Iteration 9F: 3 clusters Score -1.435717e+07 nChanged 7012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93847 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -14363145.000000 Penalty: 5778.303223
	Iteration 10F: 3 clusters Score -1.436314e+07 nChanged 5540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99145 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -14367278.000000 Penalty: 5778.303223
	Iteration 11Q: 3 clusters Score -1.436728e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103108 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -14370169.000000 Penalty: 5778.303223
	Iteration 12Q: 3 clusters Score -1.437017e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106083 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -14372177.000000 Penalty: 5778.303223
	Iteration 13Q: 3 clusters Score -1.437218e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108323 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -14373550.000000 Penalty: 5778.303223
	Iteration 14Q: 3 clusters Score -1.437355e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109970 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -14374613.000000 Penalty: 5778.303223
	Iteration 15Q: 3 clusters Score -1.437461e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111161 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -14375326.000000 Penalty: 5778.303223
	Iteration 16Q: 3 clusters Score -1.437533e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111968 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -14375787.000000 Penalty: 5778.303223
	Iteration 17Q: 3 clusters Score -1.437579e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112525 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -14376124.000000 Penalty: 5778.303223
	Iteration 18Q: 3 clusters Score -1.437612e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112875 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -14376282.000000 Penalty: 5778.303223
	Iteration 19Q: 3 clusters Score -1.437628e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113118 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -14376390.000000 Penalty: 5778.303223
	Iteration 20F: 3 clusters Score -1.437639e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113297 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -14376487.000000 Penalty: 5778.303223
	Iteration 21Q: 3 clusters Score -1.437649e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113415 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -14376544.000000 Penalty: 5778.303223
	Iteration 22Q: 3 clusters Score -1.437654e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113498 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -14376588.000000 Penalty: 5778.303223
	Iteration 23Q: 3 clusters Score -1.437659e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113577 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -14376624.000000 Penalty: 5778.303223
	Iteration 24Q: 3 clusters Score -1.437662e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113636 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -14376661.000000 Penalty: 5778.303223
	Iteration 25Q: 3 clusters Score -1.437666e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113683 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -14376686.000000 Penalty: 5778.303223
	Iteration 26Q: 3 clusters Score -1.437669e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113736 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -14376741.000000 Penalty: 5778.303223
	Iteration 27Q: 3 clusters Score -1.437674e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113776 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -14376749.000000 Penalty: 5778.303223
	Iteration 28Q: 3 clusters Score -1.437675e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113805 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -14376764.000000 Penalty: 5778.303223
	Iteration 29Q: 3 clusters Score -1.437676e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113834 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -14376795.000000 Penalty: 5778.303223
	Iteration 30Q: 3 clusters Score -1.43768e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113853 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -14376801.000000 Penalty: 5778.303223
	Iteration 31Q: 3 clusters Score -1.43768e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113873 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -14376805.000000 Penalty: 5778.303223
	Iteration 32Q: 3 clusters Score -1.43768e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113882 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -14376812.000000 Penalty: 5778.303223
	Iteration 33Q: 3 clusters Score -1.437681e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113888 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -14376815.000000 Penalty: 5778.303223
	Iteration 34Q: 3 clusters Score -1.437682e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113887 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -14376824.000000 Penalty: 5778.303223
	Iteration 35Q: 3 clusters Score -1.437682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113888 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -14376818.000000 Penalty: 5778.303223
	Iteration 36Q: 3 clusters Score -1.437682e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113892 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -14376827.000000 Penalty: 5778.303223
	Iteration 37Q: 3 clusters Score -1.437683e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113898 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -14376840.000000 Penalty: 5778.303223
	Iteration 38Q: 3 clusters Score -1.437684e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113908 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -14376850.000000 Penalty: 5778.303223
	Iteration 39Q: 3 clusters Score -1.437685e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113916 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -14376843.000000 Penalty: 5778.303223
	Iteration 40F: 3 clusters Score -1.437684e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113921 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -14376843.000000 Penalty: 5778.303223
	Iteration 41Q: 3 clusters Score -1.437684e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113923 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -14376852.000000 Penalty: 5778.303223
	Iteration 42Q: 3 clusters Score -1.437685e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113928 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -14376863.000000 Penalty: 5778.303223
	Iteration 43Q: 3 clusters Score -1.437686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113929 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -14376856.000000 Penalty: 5778.303223
	Iteration 44Q: 3 clusters Score -1.437686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113931 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -14376857.000000 Penalty: 5778.303223
	Iteration 45Q: 3 clusters Score -1.437686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113930 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -14376858.000000 Penalty: 5778.303223
	Iteration 46Q: 3 clusters Score -1.437686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113931 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -14376858.000000 Penalty: 5778.303223
	Iteration 47Q: 3 clusters Score -1.437686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113932 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -14376858.000000 Penalty: 5778.303223
	Iteration 48Q: 3 clusters Score -1.437686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113932 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -14376858.000000 Penalty: 5778.303223
	Iteration 49Q: 3 clusters Score -1.437686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113931 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -14376856.000000 Penalty: 5778.303223
	Iteration 50Q: 3 clusters Score -1.437686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113930 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -14376860.000000 Penalty: 5778.303223
	Iteration 51Q: 3 clusters Score -1.437686e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113930 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -14376861.000000 Penalty: 5778.303223
	Iteration 52Q: 3 clusters Score -1.437686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113932 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -14376875.000000 Penalty: 5778.303223
	Iteration 53Q: 3 clusters Score -1.437688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113933 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -14376877.000000 Penalty: 5778.303223
	Iteration 54Q: 3 clusters Score -1.437688e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113934 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -14376874.000000 Penalty: 5778.303223
	Iteration 55Q: 3 clusters Score -1.437687e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113934 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -14376874.000000 Penalty: 5778.303223
	Iteration 56F: 3 clusters Score -1.437687e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (102705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102705 members 
Entering Unmasked Estep 
Score: -12816888.000000 Penalty: 2861.824707
	Iteration 0F: 2 clusters Score -1.281689e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51307 members 
Mstep: Class 2 contains 51398 members 
Entering Unmasked Estep 
Score: -12748139.000000 Penalty: 5723.649414
	Iteration 0F: 3 clusters Score -1.274814e+07 nChanged 48523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50580 members 
Mstep: Class 2 contains 52125 members 
Entering Unmasked Estep 
Score: -12776492.000000 Penalty: 5723.649414
	Iteration 1F: 3 clusters Score -1.277649e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50183 members 
Mstep: Class 2 contains 52522 members 
Entering Unmasked Estep 
Score: -12777625.000000 Penalty: 5723.649414
	Iteration 2Q: 3 clusters Score -1.277762e+07 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49596 members 
Mstep: Class 2 contains 53109 members 
Entering Unmasked Estep 
Score: -12779043.000000 Penalty: 5723.649414
	Iteration 3Q: 3 clusters Score -1.277904e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48630 members 
Mstep: Class 2 contains 54075 members 
Entering Unmasked Estep 
Score: -12780722.000000 Penalty: 5723.649414
	Iteration 4Q: 3 clusters Score -1.278072e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46975 members 
Mstep: Class 2 contains 55730 members 
Entering Unmasked Estep 
Score: -12782924.000000 Penalty: 5723.649414
	Iteration 5Q: 3 clusters Score -1.278292e+07 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 58219 members 
Entering Unmasked Estep 
Score: -12785814.000000 Penalty: 5723.649414
	Iteration 6F: 3 clusters Score -1.278581e+07 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41096 members 
Mstep: Class 2 contains 61609 members 
Entering Unmasked Estep 
Score: -12789663.000000 Penalty: 5723.649414
	Iteration 7F: 3 clusters Score -1.278966e+07 nChanged 6834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36986 members 
Mstep: Class 2 contains 65719 members 
Entering Unmasked Estep 
Score: -12794869.000000 Penalty: 5723.649414
	Iteration 8F: 3 clusters Score -1.279487e+07 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 69740 members 
Entering Unmasked Estep 
Score: -12800695.000000 Penalty: 5723.649414
	Iteration 9F: 3 clusters Score -1.28007e+07 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 72743 members 
Entering Unmasked Estep 
Score: -12804917.000000 Penalty: 5723.649414
	Iteration 10F: 3 clusters Score -1.280492e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 74851 members 
Entering Unmasked Estep 
Score: -12807117.000000 Penalty: 5723.649414
	Iteration 11Q: 3 clusters Score -1.280712e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26140 members 
Mstep: Class 2 contains 76565 members 
Entering Unmasked Estep 
Score: -12808160.000000 Penalty: 5723.649414
	Iteration 12Q: 3 clusters Score -1.280816e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24611 members 
Mstep: Class 2 contains 78094 members 
Entering Unmasked Estep 
Score: -12808919.000000 Penalty: 5723.649414
	Iteration 13Q: 3 clusters Score -1.280892e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 79460 members 
Entering Unmasked Estep 
Score: -12809582.000000 Penalty: 5723.649414
	Iteration 14Q: 3 clusters Score -1.280958e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 80750 members 
Entering Unmasked Estep 
Score: -12810041.000000 Penalty: 5723.649414
	Iteration 15Q: 3 clusters Score -1.281004e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 81980 members 
Entering Unmasked Estep 
Score: -12810447.000000 Penalty: 5723.649414
	Iteration 16Q: 3 clusters Score -1.281045e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 83154 members 
Entering Unmasked Estep 
Score: -12810903.000000 Penalty: 5723.649414
	Iteration 17Q: 3 clusters Score -1.28109e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 84244 members 
Entering Unmasked Estep 
Score: -12811294.000000 Penalty: 5723.649414
	Iteration 18Q: 3 clusters Score -1.281129e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 85272 members 
Entering Unmasked Estep 
Score: -12811605.000000 Penalty: 5723.649414
	Iteration 19Q: 3 clusters Score -1.28116e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 86287 members 
Entering Unmasked Estep 
Score: -12811887.000000 Penalty: 5723.649414
	Iteration 20F: 3 clusters Score -1.281189e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 87236 members 
Entering Unmasked Estep 
Score: -12812132.000000 Penalty: 5723.649414
	Iteration 21Q: 3 clusters Score -1.281213e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 88124 members 
Entering Unmasked Estep 
Score: -12812310.000000 Penalty: 5723.649414
	Iteration 22Q: 3 clusters Score -1.281231e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 88915 members 
Entering Unmasked Estep 
Score: -12812533.000000 Penalty: 5723.649414
	Iteration 23Q: 3 clusters Score -1.281253e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 89657 members 
Entering Unmasked Estep 
Score: -12812688.000000 Penalty: 5723.649414
	Iteration 24Q: 3 clusters Score -1.281269e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 90391 members 
Entering Unmasked Estep 
Score: -12812892.000000 Penalty: 5723.649414
	Iteration 25Q: 3 clusters Score -1.281289e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 91088 members 
Entering Unmasked Estep 
Score: -12813058.000000 Penalty: 5723.649414
	Iteration 26Q: 3 clusters Score -1.281306e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 91753 members 
Entering Unmasked Estep 
Score: -12813282.000000 Penalty: 5723.649414
	Iteration 27Q: 3 clusters Score -1.281328e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 92381 members 
Entering Unmasked Estep 
Score: -12813435.000000 Penalty: 5723.649414
	Iteration 28Q: 3 clusters Score -1.281344e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 92968 members 
Entering Unmasked Estep 
Score: -12813568.000000 Penalty: 5723.649414
	Iteration 29Q: 3 clusters Score -1.281357e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 93527 members 
Entering Unmasked Estep 
Score: -12813701.000000 Penalty: 5723.649414
	Iteration 30Q: 3 clusters Score -1.28137e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 94088 members 
Entering Unmasked Estep 
Score: -12813811.000000 Penalty: 5723.649414
	Iteration 31Q: 3 clusters Score -1.281381e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 94661 members 
Entering Unmasked Estep 
Score: -12814048.000000 Penalty: 5723.649414
	Iteration 32Q: 3 clusters Score -1.281405e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 95188 members 
Entering Unmasked Estep 
Score: -12814153.000000 Penalty: 5723.649414
	Iteration 33Q: 3 clusters Score -1.281415e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 95671 members 
Entering Unmasked Estep 
Score: -12814290.000000 Penalty: 5723.649414
	Iteration 34Q: 3 clusters Score -1.281429e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 96105 members 
Entering Unmasked Estep 
Score: -12814391.000000 Penalty: 5723.649414
	Iteration 35Q: 3 clusters Score -1.281439e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 96510 members 
Entering Unmasked Estep 
Score: -12814508.000000 Penalty: 5723.649414
	Iteration 36Q: 3 clusters Score -1.281451e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 96901 members 
Entering Unmasked Estep 
Score: -12814582.000000 Penalty: 5723.649414
	Iteration 37Q: 3 clusters Score -1.281458e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 97273 members 
Entering Unmasked Estep 
Score: -12814663.000000 Penalty: 5723.649414
	Iteration 38Q: 3 clusters Score -1.281466e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 97571 members 
Entering Unmasked Estep 
Score: -12814761.000000 Penalty: 5723.649414
	Iteration 39Q: 3 clusters Score -1.281476e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 97849 members 
Entering Unmasked Estep 
Score: -12814776.000000 Penalty: 5723.649414
	Iteration 40F: 3 clusters Score -1.281478e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 98090 members 
Entering Unmasked Estep 
Score: -12814860.000000 Penalty: 5723.649414
	Iteration 41Q: 3 clusters Score -1.281486e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 98287 members 
Entering Unmasked Estep 
Score: -12814890.000000 Penalty: 5723.649414
	Iteration 42Q: 3 clusters Score -1.281489e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 98467 members 
Entering Unmasked Estep 
Score: -12814945.000000 Penalty: 5723.649414
	Iteration 43Q: 3 clusters Score -1.281494e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 98628 members 
Entering Unmasked Estep 
Score: -12815013.000000 Penalty: 5723.649414
	Iteration 44Q: 3 clusters Score -1.281501e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 98758 members 
Entering Unmasked Estep 
Score: -12815037.000000 Penalty: 5723.649414
	Iteration 45Q: 3 clusters Score -1.281504e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 98871 members 
Entering Unmasked Estep 
Score: -12815030.000000 Penalty: 5723.649414
	Iteration 46Q: 3 clusters Score -1.281503e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 98981 members 
Entering Unmasked Estep 
Score: -12815073.000000 Penalty: 5723.649414
	Iteration 47Q: 3 clusters Score -1.281507e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 99081 members 
Entering Unmasked Estep 
Score: -12815102.000000 Penalty: 5723.649414
	Iteration 48Q: 3 clusters Score -1.28151e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 99156 members 
Entering Unmasked Estep 
Score: -12815113.000000 Penalty: 5723.649414
	Iteration 49Q: 3 clusters Score -1.281511e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 99221 members 
Entering Unmasked Estep 
Score: -12815142.000000 Penalty: 5723.649414
	Iteration 50Q: 3 clusters Score -1.281514e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 99279 members 
Entering Unmasked Estep 
Score: -12815173.000000 Penalty: 5723.649414
	Iteration 51Q: 3 clusters Score -1.281517e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 99318 members 
Entering Unmasked Estep 
Score: -12815174.000000 Penalty: 5723.649414
	Iteration 52Q: 3 clusters Score -1.281517e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 99356 members 
Entering Unmasked Estep 
Score: -12815175.000000 Penalty: 5723.649414
	Iteration 53Q: 3 clusters Score -1.281518e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 99399 members 
Entering Unmasked Estep 
Score: -12815184.000000 Penalty: 5723.649414
	Iteration 54Q: 3 clusters Score -1.281518e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 99442 members 
Entering Unmasked Estep 
Score: -12815181.000000 Penalty: 5723.649414
	Iteration 55Q: 3 clusters Score -1.281518e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 99495 members 
Entering Unmasked Estep 
Score: -12815196.000000 Penalty: 5723.649414
	Iteration 56Q: 3 clusters Score -1.28152e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 99541 members 
Entering Unmasked Estep 
Score: -12815182.000000 Penalty: 5723.649414
	Iteration 57Q: 3 clusters Score -1.281518e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 99577 members 
Entering Unmasked Estep 
Score: -12815177.000000 Penalty: 5723.649414
	Iteration 58Q: 3 clusters Score -1.281518e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 99605 members 
Entering Unmasked Estep 
Score: -12815178.000000 Penalty: 5723.649414
	Iteration 59Q: 3 clusters Score -1.281518e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 99640 members 
Entering Unmasked Estep 
Score: -12815174.000000 Penalty: 5723.649414
	Iteration 60F: 3 clusters Score -1.281517e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 99673 members 
Entering Unmasked Estep 
Score: -12815191.000000 Penalty: 5723.649414
	Iteration 61Q: 3 clusters Score -1.281519e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 99709 members 
Entering Unmasked Estep 
Score: -12815197.000000 Penalty: 5723.649414
	Iteration 62Q: 3 clusters Score -1.28152e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 99736 members 
Entering Unmasked Estep 
Score: -12815184.000000 Penalty: 5723.649414
	Iteration 63Q: 3 clusters Score -1.281518e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 99763 members 
Entering Unmasked Estep 
Score: -12815194.000000 Penalty: 5723.649414
	Iteration 64Q: 3 clusters Score -1.281519e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 99788 members 
Entering Unmasked Estep 
Score: -12815218.000000 Penalty: 5723.649414
	Iteration 65Q: 3 clusters Score -1.281522e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 99804 members 
Entering Unmasked Estep 
Score: -12815217.000000 Penalty: 5723.649414
	Iteration 66Q: 3 clusters Score -1.281522e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 99816 members 
Entering Unmasked Estep 
Score: -12815216.000000 Penalty: 5723.649414
	Iteration 67Q: 3 clusters Score -1.281522e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 99827 members 
Entering Unmasked Estep 
Score: -12815225.000000 Penalty: 5723.649414
	Iteration 68Q: 3 clusters Score -1.281522e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 99836 members 
Entering Unmasked Estep 
Score: -12815211.000000 Penalty: 5723.649414
	Iteration 69Q: 3 clusters Score -1.281521e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 99842 members 
Entering Unmasked Estep 
Score: -12815215.000000 Penalty: 5723.649414
	Iteration 70Q: 3 clusters Score -1.281522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 99845 members 
Entering Unmasked Estep 
Score: -12815210.000000 Penalty: 5723.649414
	Iteration 71Q: 3 clusters Score -1.281521e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 99851 members 
Entering Unmasked Estep 
Score: -12815211.000000 Penalty: 5723.649414
	Iteration 72Q: 3 clusters Score -1.281521e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 99854 members 
Entering Unmasked Estep 
Score: -12815210.000000 Penalty: 5723.649414
	Iteration 73Q: 3 clusters Score -1.281521e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 99854 members 
Entering Unmasked Estep 
Score: -12815210.000000 Penalty: 5723.649414
	Iteration 74F: 3 clusters Score -1.281521e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Entering Unmasked Estep 
Score: -380533.406250 Penalty: 1991.218506
	Iteration 0F: 2 clusters Score -380533.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -377236.000000 Penalty: 3982.437012
	Iteration 0F: 3 clusters Score -377236 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -377910.500000 Penalty: 3982.437012
	Iteration 1F: 3 clusters Score -377910.5 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -378057.625000 Penalty: 3982.437012
	Iteration 2F: 3 clusters Score -378057.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -378153.562500 Penalty: 3982.437012
	Iteration 3Q: 3 clusters Score -378153.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -378224.812500 Penalty: 3982.437012
	Iteration 4Q: 3 clusters Score -378224.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -378288.125000 Penalty: 3982.437012
	Iteration 5Q: 3 clusters Score -378288.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -378333.093750 Penalty: 3982.437012
	Iteration 6Q: 3 clusters Score -378333.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -378380.718750 Penalty: 3982.437012
	Iteration 7Q: 3 clusters Score -378380.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -378425.937500 Penalty: 3982.437012
	Iteration 8Q: 3 clusters Score -378425.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -378465.562500 Penalty: 3982.437012
	Iteration 9Q: 3 clusters Score -378465.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -378512.906250 Penalty: 3982.437012
	Iteration 10Q: 3 clusters Score -378512.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -378553.093750 Penalty: 3982.437012
	Iteration 11Q: 3 clusters Score -378553.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -378583.468750 Penalty: 3982.437012
	Iteration 12Q: 3 clusters Score -378583.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -378608.625000 Penalty: 3982.437012
	Iteration 13Q: 3 clusters Score -378608.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -378640.593750 Penalty: 3982.437012
	Iteration 14Q: 3 clusters Score -378640.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -378669.437500 Penalty: 3982.437012
	Iteration 15Q: 3 clusters Score -378669.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -378690.937500 Penalty: 3982.437012
	Iteration 16Q: 3 clusters Score -378690.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -378705.343750 Penalty: 3982.437012
	Iteration 17Q: 3 clusters Score -378705.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -378714.781250 Penalty: 3982.437012
	Iteration 18Q: 3 clusters Score -378714.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -378721.250000 Penalty: 3982.437012
	Iteration 19Q: 3 clusters Score -378721.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -378733.218750 Penalty: 3982.437012
	Iteration 20F: 3 clusters Score -378733.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -378743.156250 Penalty: 3982.437012
	Iteration 21Q: 3 clusters Score -378743.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -378751.718750 Penalty: 3982.437012
	Iteration 22Q: 3 clusters Score -378751.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -378755.500000 Penalty: 3982.437012
	Iteration 23Q: 3 clusters Score -378755.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -378758.156250 Penalty: 3982.437012
	Iteration 24Q: 3 clusters Score -378758.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -378761.406250 Penalty: 3982.437012
	Iteration 25Q: 3 clusters Score -378761.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -378765.281250 Penalty: 3982.437012
	Iteration 26Q: 3 clusters Score -378765.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -378769.968750 Penalty: 3982.437012
	Iteration 27Q: 3 clusters Score -378770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -378772.468750 Penalty: 3982.437012
	Iteration 28Q: 3 clusters Score -378772.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -378774.031250 Penalty: 3982.437012
	Iteration 29Q: 3 clusters Score -378774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -378776.875000 Penalty: 3982.437012
	Iteration 30Q: 3 clusters Score -378776.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -378778.625000 Penalty: 3982.437012
	Iteration 31Q: 3 clusters Score -378778.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -378780.562500 Penalty: 3982.437012
	Iteration 32Q: 3 clusters Score -378780.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -378783.343750 Penalty: 3982.437012
	Iteration 33Q: 3 clusters Score -378783.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -378786.312500 Penalty: 3982.437012
	Iteration 34Q: 3 clusters Score -378786.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -378787.531250 Penalty: 3982.437012
	Iteration 35Q: 3 clusters Score -378787.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -378789.906250 Penalty: 3982.437012
	Iteration 36Q: 3 clusters Score -378789.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -378791.312500 Penalty: 3982.437012
	Iteration 37Q: 3 clusters Score -378791.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -378793.125000 Penalty: 3982.437012
	Iteration 38Q: 3 clusters Score -378793.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -378793.593750 Penalty: 3982.437012
	Iteration 39Q: 3 clusters Score -378793.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -378793.593750 Penalty: 3982.437012
	Iteration 40F: 3 clusters Score -378793.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Entering Unmasked Estep 
Score: -505260.750000 Penalty: 2076.469482
	Iteration 0F: 2 clusters Score -505260.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -501199.000000 Penalty: 4152.938965
	Iteration 0F: 3 clusters Score -501199 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -502278.250000 Penalty: 4152.938965
	Iteration 1F: 3 clusters Score -502278.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -502555.250000 Penalty: 4152.938965
	Iteration 2F: 3 clusters Score -502555.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -502798.312500 Penalty: 4152.938965
	Iteration 3F: 3 clusters Score -502798.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -503009.125000 Penalty: 4152.938965
	Iteration 4F: 3 clusters Score -503009.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -503172.312500 Penalty: 4152.938965
	Iteration 5F: 3 clusters Score -503172.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -503280.531250 Penalty: 4152.938965
	Iteration 6Q: 3 clusters Score -503280.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -503412.031250 Penalty: 4152.938965
	Iteration 7Q: 3 clusters Score -503412 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -503543.218750 Penalty: 4152.938965
	Iteration 8Q: 3 clusters Score -503543.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -503662.093750 Penalty: 4152.938965
	Iteration 9Q: 3 clusters Score -503662.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -503738.000000 Penalty: 4152.938965
	Iteration 10Q: 3 clusters Score -503738 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -503801.500000 Penalty: 4152.938965
	Iteration 11Q: 3 clusters Score -503801.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -503854.156250 Penalty: 4152.938965
	Iteration 12Q: 3 clusters Score -503854.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -503886.750000 Penalty: 4152.938965
	Iteration 13Q: 3 clusters Score -503886.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -503912.937500 Penalty: 4152.938965
	Iteration 14Q: 3 clusters Score -503912.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -503936.687500 Penalty: 4152.938965
	Iteration 15Q: 3 clusters Score -503936.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -503953.687500 Penalty: 4152.938965
	Iteration 16Q: 3 clusters Score -503953.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -503969.218750 Penalty: 4152.938965
	Iteration 17Q: 3 clusters Score -503969.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -503979.031250 Penalty: 4152.938965
	Iteration 18Q: 3 clusters Score -503979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -503985.437500 Penalty: 4152.938965
	Iteration 19Q: 3 clusters Score -503985.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -503991.906250 Penalty: 4152.938965
	Iteration 20F: 3 clusters Score -503991.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -503999.031250 Penalty: 4152.938965
	Iteration 21Q: 3 clusters Score -503999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -504006.562500 Penalty: 4152.938965
	Iteration 22Q: 3 clusters Score -504006.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -504015.250000 Penalty: 4152.938965
	Iteration 23Q: 3 clusters Score -504015.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -504017.718750 Penalty: 4152.938965
	Iteration 24Q: 3 clusters Score -504017.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -504022.343750 Penalty: 4152.938965
	Iteration 25Q: 3 clusters Score -504022.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -504027.718750 Penalty: 4152.938965
	Iteration 26Q: 3 clusters Score -504027.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -504032.468750 Penalty: 4152.938965
	Iteration 27Q: 3 clusters Score -504032.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -504034.406250 Penalty: 4152.938965
	Iteration 28Q: 3 clusters Score -504034.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -504035.343750 Penalty: 4152.938965
	Iteration 29Q: 3 clusters Score -504035.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -504038.375000 Penalty: 4152.938965
	Iteration 30Q: 3 clusters Score -504038.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -504039.343750 Penalty: 4152.938965
	Iteration 31Q: 3 clusters Score -504039.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -504040.062500 Penalty: 4152.938965
	Iteration 32Q: 3 clusters Score -504040.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -504040.218750 Penalty: 4152.938965
	Iteration 33Q: 3 clusters Score -504040.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -504041.656250 Penalty: 4152.938965
	Iteration 34Q: 3 clusters Score -504041.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -504042.312500 Penalty: 4152.938965
	Iteration 35Q: 3 clusters Score -504042.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -504042.312500 Penalty: 4152.938965
	Iteration 36F: 3 clusters Score -504042.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (27801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27801 members 
Entering Unmasked Estep 
Score: -3499342.000000 Penalty: 2537.741211
	Iteration 0F: 2 clusters Score -3499342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -3480220.500000 Penalty: 5075.482422
	Iteration 0F: 3 clusters Score -3480220 nChanged 12415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -3487026.500000 Penalty: 5075.482422
	Iteration 1F: 3 clusters Score -3487026 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13535 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -3487465.500000 Penalty: 5075.482422
	Iteration 2F: 3 clusters Score -3487466 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -3487898.250000 Penalty: 5075.482422
	Iteration 3Q: 3 clusters Score -3487898 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -3488231.000000 Penalty: 5075.482422
	Iteration 4Q: 3 clusters Score -3488231 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -3488565.500000 Penalty: 5075.482422
	Iteration 5Q: 3 clusters Score -3488566 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -3488900.750000 Penalty: 5075.482422
	Iteration 6Q: 3 clusters Score -3488901 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -3489234.250000 Penalty: 5075.482422
	Iteration 7Q: 3 clusters Score -3489234 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -3489646.750000 Penalty: 5075.482422
	Iteration 8Q: 3 clusters Score -3489647 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -3490231.750000 Penalty: 5075.482422
	Iteration 9Q: 3 clusters Score -3490232 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -3491101.000000 Penalty: 5075.482422
	Iteration 10F: 3 clusters Score -3491101 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -3492157.500000 Penalty: 5075.482422
	Iteration 11F: 3 clusters Score -3492158 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 21800 members 
Entering Unmasked Estep 
Score: -3493338.750000 Penalty: 5075.482422
	Iteration 12F: 3 clusters Score -3493339 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 23189 members 
Entering Unmasked Estep 
Score: -3494528.750000 Penalty: 5075.482422
	Iteration 13F: 3 clusters Score -3494529 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -3495514.250000 Penalty: 5075.482422
	Iteration 14Q: 3 clusters Score -3495514 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -3496233.750000 Penalty: 5075.482422
	Iteration 15Q: 3 clusters Score -3496234 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -3496742.500000 Penalty: 5075.482422
	Iteration 16Q: 3 clusters Score -3496742 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -3497042.750000 Penalty: 5075.482422
	Iteration 17Q: 3 clusters Score -3497043 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 26652 members 
Entering Unmasked Estep 
Score: -3497285.000000 Penalty: 5075.482422
	Iteration 18Q: 3 clusters Score -3497285 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -3497423.250000 Penalty: 5075.482422
	Iteration 19Q: 3 clusters Score -3497423 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -3497511.750000 Penalty: 5075.482422
	Iteration 20F: 3 clusters Score -3497512 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -3497573.250000 Penalty: 5075.482422
	Iteration 21Q: 3 clusters Score -3497573 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 27061 members 
Entering Unmasked Estep 
Score: -3497617.000000 Penalty: 5075.482422
	Iteration 22Q: 3 clusters Score -3497617 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -3497643.250000 Penalty: 5075.482422
	Iteration 23Q: 3 clusters Score -3497643 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -3497664.500000 Penalty: 5075.482422
	Iteration 24Q: 3 clusters Score -3497664 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
Score: -3497687.500000 Penalty: 5075.482422
	Iteration 25Q: 3 clusters Score -3497688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
Score: -3497700.250000 Penalty: 5075.482422
	Iteration 26Q: 3 clusters Score -3497700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -3497713.750000 Penalty: 5075.482422
	Iteration 27Q: 3 clusters Score -3497714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -3497729.000000 Penalty: 5075.482422
	Iteration 28Q: 3 clusters Score -3497729 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -3497730.750000 Penalty: 5075.482422
	Iteration 29Q: 3 clusters Score -3497731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -3497737.000000 Penalty: 5075.482422
	Iteration 30Q: 3 clusters Score -3497737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -3497734.500000 Penalty: 5075.482422
	Iteration 31Q: 3 clusters Score -3497734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -3497739.000000 Penalty: 5075.482422
	Iteration 32Q: 3 clusters Score -3497739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -3497741.750000 Penalty: 5075.482422
	Iteration 33Q: 3 clusters Score -3497742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -3497740.250000 Penalty: 5075.482422
	Iteration 34Q: 3 clusters Score -3497740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -3497746.250000 Penalty: 5075.482422
	Iteration 35Q: 3 clusters Score -3497746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 27194 members 
Entering Unmasked Estep 
Score: -3497748.500000 Penalty: 5075.482422
	Iteration 36Q: 3 clusters Score -3497748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -3497748.750000 Penalty: 5075.482422
	Iteration 37Q: 3 clusters Score -3497749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -3497757.000000 Penalty: 5075.482422
	Iteration 38Q: 3 clusters Score -3497757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -3497759.250000 Penalty: 5075.482422
	Iteration 39Q: 3 clusters Score -3497759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -3497759.250000 Penalty: 5075.482422
	Iteration 40F: 3 clusters Score -3497759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (61488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61488 members 
Entering Unmasked Estep 
Score: -7699655.500000 Penalty: 2734.595947
	Iteration 0F: 2 clusters Score -7699656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30578 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
Score: -7658401.000000 Penalty: 5469.191895
	Iteration 0F: 3 clusters Score -7658401 nChanged 28585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -7674464.000000 Penalty: 5469.191895
	Iteration 1F: 3 clusters Score -7674464 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 32968 members 
Entering Unmasked Estep 
Score: -7675209.000000 Penalty: 5469.191895
	Iteration 2Q: 3 clusters Score -7675209 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 34080 members 
Entering Unmasked Estep 
Score: -7676211.000000 Penalty: 5469.191895
	Iteration 3Q: 3 clusters Score -7676211 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 35539 members 
Entering Unmasked Estep 
Score: -7677499.000000 Penalty: 5469.191895
	Iteration 4Q: 3 clusters Score -7677499 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 37339 members 
Entering Unmasked Estep 
Score: -7679110.000000 Penalty: 5469.191895
	Iteration 5Q: 3 clusters Score -7679110 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 39460 members 
Entering Unmasked Estep 
Score: -7681036.000000 Penalty: 5469.191895
	Iteration 6Q: 3 clusters Score -7681036 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 41831 members 
Entering Unmasked Estep 
Score: -7683053.000000 Penalty: 5469.191895
	Iteration 7F: 3 clusters Score -7683053 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 44345 members 
Entering Unmasked Estep 
Score: -7685173.500000 Penalty: 5469.191895
	Iteration 8F: 3 clusters Score -7685174 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 46906 members 
Entering Unmasked Estep 
Score: -7687417.000000 Penalty: 5469.191895
	Iteration 9Q: 3 clusters Score -7687417 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 49359 members 
Entering Unmasked Estep 
Score: -7689349.500000 Penalty: 5469.191895
	Iteration 10Q: 3 clusters Score -7689350 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 51505 members 
Entering Unmasked Estep 
Score: -7691049.500000 Penalty: 5469.191895
	Iteration 11Q: 3 clusters Score -7691050 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 53449 members 
Entering Unmasked Estep 
Score: -7692481.500000 Penalty: 5469.191895
	Iteration 12Q: 3 clusters Score -7692482 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 55103 members 
Entering Unmasked Estep 
Score: -7693588.500000 Penalty: 5469.191895
	Iteration 13Q: 3 clusters Score -7693588 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 56468 members 
Entering Unmasked Estep 
Score: -7694492.000000 Penalty: 5469.191895
	Iteration 14Q: 3 clusters Score -7694492 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 57565 members 
Entering Unmasked Estep 
Score: -7695168.500000 Penalty: 5469.191895
	Iteration 15Q: 3 clusters Score -7695168 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 58445 members 
Entering Unmasked Estep 
Score: -7695681.000000 Penalty: 5469.191895
	Iteration 16Q: 3 clusters Score -7695681 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 59122 members 
Entering Unmasked Estep 
Score: -7696077.000000 Penalty: 5469.191895
	Iteration 17Q: 3 clusters Score -7696077 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 59604 members 
Entering Unmasked Estep 
Score: -7696412.500000 Penalty: 5469.191895
	Iteration 18Q: 3 clusters Score -7696412 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 59972 members 
Entering Unmasked Estep 
Score: -7696645.000000 Penalty: 5469.191895
	Iteration 19Q: 3 clusters Score -7696645 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 60214 members 
Entering Unmasked Estep 
Score: -7696783.000000 Penalty: 5469.191895
	Iteration 20F: 3 clusters Score -7696783 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 60385 members 
Entering Unmasked Estep 
Score: -7696884.500000 Penalty: 5469.191895
	Iteration 21Q: 3 clusters Score -7696884 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 60518 members 
Entering Unmasked Estep 
Score: -7696984.500000 Penalty: 5469.191895
	Iteration 22Q: 3 clusters Score -7696984 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 60610 members 
Entering Unmasked Estep 
Score: -7697032.000000 Penalty: 5469.191895
	Iteration 23Q: 3 clusters Score -7697032 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 60681 members 
Entering Unmasked Estep 
Score: -7697108.000000 Penalty: 5469.191895
	Iteration 24Q: 3 clusters Score -7697108 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 60748 members 
Entering Unmasked Estep 
Score: -7697167.000000 Penalty: 5469.191895
	Iteration 25Q: 3 clusters Score -7697167 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 60792 members 
Entering Unmasked Estep 
Score: -7697200.000000 Penalty: 5469.191895
	Iteration 26Q: 3 clusters Score -7697200 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 60821 members 
Entering Unmasked Estep 
Score: -7697231.000000 Penalty: 5469.191895
	Iteration 27Q: 3 clusters Score -7697231 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 60844 members 
Entering Unmasked Estep 
Score: -7697236.000000 Penalty: 5469.191895
	Iteration 28Q: 3 clusters Score -7697236 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 60859 members 
Entering Unmasked Estep 
Score: -7697256.500000 Penalty: 5469.191895
	Iteration 29Q: 3 clusters Score -7697256 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 60876 members 
Entering Unmasked Estep 
Score: -7697269.000000 Penalty: 5469.191895
	Iteration 30Q: 3 clusters Score -7697269 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 60890 members 
Entering Unmasked Estep 
Score: -7697271.000000 Penalty: 5469.191895
	Iteration 31Q: 3 clusters Score -7697271 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 60904 members 
Entering Unmasked Estep 
Score: -7697280.000000 Penalty: 5469.191895
	Iteration 32Q: 3 clusters Score -7697280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 60910 members 
Entering Unmasked Estep 
Score: -7697290.500000 Penalty: 5469.191895
	Iteration 33Q: 3 clusters Score -7697290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 60916 members 
Entering Unmasked Estep 
Score: -7697292.500000 Penalty: 5469.191895
	Iteration 34Q: 3 clusters Score -7697292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 60919 members 
Entering Unmasked Estep 
Score: -7697296.500000 Penalty: 5469.191895
	Iteration 35Q: 3 clusters Score -7697296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 60922 members 
Entering Unmasked Estep 
Score: -7697301.000000 Penalty: 5469.191895
	Iteration 36Q: 3 clusters Score -7697301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 60925 members 
Entering Unmasked Estep 
Score: -7697301.000000 Penalty: 5469.191895
	Iteration 37Q: 3 clusters Score -7697301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 60928 members 
Entering Unmasked Estep 
Score: -7697307.000000 Penalty: 5469.191895
	Iteration 38Q: 3 clusters Score -7697307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 60931 members 
Entering Unmasked Estep 
Score: -7697313.000000 Penalty: 5469.191895
	Iteration 39Q: 3 clusters Score -7697313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 60935 members 
Entering Unmasked Estep 
Score: -7697309.000000 Penalty: 5469.191895
	Iteration 40F: 3 clusters Score -7697309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 60941 members 
Entering Unmasked Estep 
Score: -7697313.000000 Penalty: 5469.191895
	Iteration 41Q: 3 clusters Score -7697313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 60942 members 
Entering Unmasked Estep 
Score: -7697314.500000 Penalty: 5469.191895
	Iteration 42Q: 3 clusters Score -7697314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 60943 members 
Entering Unmasked Estep 
Score: -7697311.500000 Penalty: 5469.191895
	Iteration 43Q: 3 clusters Score -7697312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 60943 members 
Entering Unmasked Estep 
Score: -7697311.500000 Penalty: 5469.191895
	Iteration 44F: 3 clusters Score -7697312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Entering Unmasked Estep 
Score: -230310.562500 Penalty: 1897.241943
	Iteration 0F: 2 clusters Score -230310.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -227718.000000 Penalty: 3794.483887
	Iteration 0F: 3 clusters Score -227718 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -228253.671875 Penalty: 3794.483887
	Iteration 1F: 3 clusters Score -228253.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -228457.046875 Penalty: 3794.483887
	Iteration 2F: 3 clusters Score -228457 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -228576.703125 Penalty: 3794.483887
	Iteration 3F: 3 clusters Score -228576.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -228630.250000 Penalty: 3794.483887
	Iteration 4Q: 3 clusters Score -228630.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -228655.593750 Penalty: 3794.483887
	Iteration 5Q: 3 clusters Score -228655.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -228673.875000 Penalty: 3794.483887
	Iteration 6Q: 3 clusters Score -228673.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -228691.406250 Penalty: 3794.483887
	Iteration 7Q: 3 clusters Score -228691.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -228723.046875 Penalty: 3794.483887
	Iteration 8Q: 3 clusters Score -228723 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -228748.671875 Penalty: 3794.483887
	Iteration 9Q: 3 clusters Score -228748.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -228772.531250 Penalty: 3794.483887
	Iteration 10Q: 3 clusters Score -228772.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -228806.546875 Penalty: 3794.483887
	Iteration 11Q: 3 clusters Score -228806.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -228837.953125 Penalty: 3794.483887
	Iteration 12Q: 3 clusters Score -228838 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -228858.937500 Penalty: 3794.483887
	Iteration 13Q: 3 clusters Score -228858.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -228869.500000 Penalty: 3794.483887
	Iteration 14Q: 3 clusters Score -228869.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -228879.265625 Penalty: 3794.483887
	Iteration 15Q: 3 clusters Score -228879.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -228892.843750 Penalty: 3794.483887
	Iteration 16Q: 3 clusters Score -228892.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -228901.984375 Penalty: 3794.483887
	Iteration 17Q: 3 clusters Score -228902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -228912.656250 Penalty: 3794.483887
	Iteration 18Q: 3 clusters Score -228912.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -228919.953125 Penalty: 3794.483887
	Iteration 19Q: 3 clusters Score -228920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -228928.984375 Penalty: 3794.483887
	Iteration 20F: 3 clusters Score -228929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -228940.046875 Penalty: 3794.483887
	Iteration 21Q: 3 clusters Score -228940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -228951.890625 Penalty: 3794.483887
	Iteration 22Q: 3 clusters Score -228951.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -228968.531250 Penalty: 3794.483887
	Iteration 23Q: 3 clusters Score -228968.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -228978.265625 Penalty: 3794.483887
	Iteration 24Q: 3 clusters Score -228978.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -228992.546875 Penalty: 3794.483887
	Iteration 25Q: 3 clusters Score -228992.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -229003.734375 Penalty: 3794.483887
	Iteration 26Q: 3 clusters Score -229003.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -229011.921875 Penalty: 3794.483887
	Iteration 27Q: 3 clusters Score -229011.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -229032.578125 Penalty: 3794.483887
	Iteration 28Q: 3 clusters Score -229032.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -229038.125000 Penalty: 3794.483887
	Iteration 29Q: 3 clusters Score -229038.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -229041.625000 Penalty: 3794.483887
	Iteration 30Q: 3 clusters Score -229041.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -229045.890625 Penalty: 3794.483887
	Iteration 31Q: 3 clusters Score -229045.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -229048.375000 Penalty: 3794.483887
	Iteration 32Q: 3 clusters Score -229048.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -229049.062500 Penalty: 3794.483887
	Iteration 33Q: 3 clusters Score -229049.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -229049.796875 Penalty: 3794.483887
	Iteration 34Q: 3 clusters Score -229049.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -229051.843750 Penalty: 3794.483887
	Iteration 35Q: 3 clusters Score -229051.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -229052.859375 Penalty: 3794.483887
	Iteration 36Q: 3 clusters Score -229052.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -229053.546875 Penalty: 3794.483887
	Iteration 37Q: 3 clusters Score -229053.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -229056.406250 Penalty: 3794.483887
	Iteration 38Q: 3 clusters Score -229056.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -229058.828125 Penalty: 3794.483887
	Iteration 39Q: 3 clusters Score -229058.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -229060.593750 Penalty: 3794.483887
	Iteration 40F: 3 clusters Score -229060.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -229062.812500 Penalty: 3794.483887
	Iteration 41Q: 3 clusters Score -229062.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -229065.765625 Penalty: 3794.483887
	Iteration 42Q: 3 clusters Score -229065.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -229071.781250 Penalty: 3794.483887
	Iteration 43Q: 3 clusters Score -229071.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -229084.109375 Penalty: 3794.483887
	Iteration 44Q: 3 clusters Score -229084.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -229095.671875 Penalty: 3794.483887
	Iteration 45Q: 3 clusters Score -229095.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -229127.921875 Penalty: 3794.483887
	Iteration 46Q: 3 clusters Score -229127.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -229213.875000 Penalty: 3794.483887
	Iteration 47Q: 3 clusters Score -229213.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -229312.140625 Penalty: 3794.483887
	Iteration 48Q: 3 clusters Score -229312.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -229432.140625 Penalty: 3794.483887
	Iteration 49Q: 3 clusters Score -229432.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -229547.078125 Penalty: 3794.483887
	Iteration 50Q: 3 clusters Score -229547.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -229632.093750 Penalty: 3794.483887
	Iteration 51Q: 3 clusters Score -229632.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -229689.406250 Penalty: 3794.483887
	Iteration 52Q: 3 clusters Score -229689.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -229750.625000 Penalty: 3794.483887
	Iteration 53Q: 3 clusters Score -229750.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -229825.656250 Penalty: 3794.483887
	Iteration 54Q: 3 clusters Score -229825.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -229923.375000 Penalty: 3794.483887
	Iteration 55Q: 3 clusters Score -229923.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -230014.890625 Penalty: 3794.483887
	Iteration 56Q: 3 clusters Score -230014.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -230065.687500 Penalty: 3794.483887
	Iteration 57Q: 3 clusters Score -230065.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -230106.875000 Penalty: 3794.483887
	Iteration 58Q: 3 clusters Score -230106.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -230143.359375 Penalty: 3794.483887
	Iteration 59Q: 3 clusters Score -230143.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -230189.062500 Penalty: 3794.483887
	Iteration 60F: 3 clusters Score -230189.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -230227.453125 Penalty: 3794.483887
	Iteration 61Q: 3 clusters Score -230227.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -230241.296875 Penalty: 3794.483887
	Iteration 62Q: 3 clusters Score -230241.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -230247.531250 Penalty: 3794.483887
	Iteration 63Q: 3 clusters Score -230247.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -230252.156250 Penalty: 3794.483887
	Iteration 64Q: 3 clusters Score -230252.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -230253.046875 Penalty: 3794.483887
	Iteration 65Q: 3 clusters Score -230253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -230254.328125 Penalty: 3794.483887
	Iteration 66Q: 3 clusters Score -230254.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -230256.468750 Penalty: 3794.483887
	Iteration 67Q: 3 clusters Score -230256.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -230258.187500 Penalty: 3794.483887
	Iteration 68Q: 3 clusters Score -230258.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -230259.703125 Penalty: 3794.483887
	Iteration 69Q: 3 clusters Score -230259.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -230261.109375 Penalty: 3794.483887
	Iteration 70Q: 3 clusters Score -230261.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -230261.109375 Penalty: 3794.483887
	Iteration 71F: 3 clusters Score -230261.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 65088 members 
Mstep: Class 2 contains 6268 members 
Mstep: Class 3 contains 43281 members 
Mstep: Class 4 contains 46483 members 
Mstep: Class 5 contains 5044 members 
Mstep: Class 6 contains 22564 members 
Mstep: Class 7 contains 11435 members 
Mstep: Class 8 contains 704 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 4733 members 
Mstep: Class 11 contains 19606 members 
Mstep: Class 12 contains 53965 members 
Mstep: Class 13 contains 254265 members 
Mstep: Class 14 contains 114669 members 
Mstep: Class 15 contains 102705 members 
Mstep: Class 16 contains 3069 members 
Mstep: Class 17 contains 4328 members 
Mstep: Class 18 contains 27801 members 
Mstep: Class 19 contains 61488 members 
Mstep: Class 20 contains 2101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104755032.000000 Penalty: 74538.125000
Iteration 79Q: 23 clusters Score -1.04755e+08 nChanged 8607
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 64912 members 
Mstep: Class 2 contains 6304 members 
Mstep: Class 3 contains 43277 members 
Mstep: Class 4 contains 47587 members 
Mstep: Class 5 contains 5041 members 
Mstep: Class 6 contains 22523 members 
Mstep: Class 7 contains 11454 members 
Mstep: Class 8 contains 702 members 
Mstep: Class 9 contains 1045 members 
Mstep: Class 10 contains 4757 members 
Mstep: Class 11 contains 19451 members 
Mstep: Class 12 contains 53687 members 
Mstep: Class 13 contains 255277 members 
Mstep: Class 14 contains 115054 members 
Mstep: Class 15 contains 103233 members 
Mstep: Class 16 contains 3071 members 
Mstep: Class 17 contains 4355 members 
Mstep: Class 18 contains 27923 members 
Mstep: Class 19 contains 58903 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 5703 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104755712.000000 Penalty: 74538.125000
Iteration 80F: 23 clusters Score -1.047557e+08 nChanged 7418
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 64644 members 
Mstep: Class 2 contains 6332 members 
Mstep: Class 3 contains 43333 members 
Mstep: Class 4 contains 48026 members 
Mstep: Class 5 contains 5040 members 
Mstep: Class 6 contains 22508 members 
Mstep: Class 7 contains 11468 members 
Mstep: Class 8 contains 703 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 4787 members 
Mstep: Class 11 contains 19378 members 
Mstep: Class 12 contains 53515 members 
Mstep: Class 13 contains 256631 members 
Mstep: Class 14 contains 115466 members 
Mstep: Class 15 contains 103829 members 
Mstep: Class 16 contains 3080 members 
Mstep: Class 17 contains 4353 members 
Mstep: Class 18 contains 28087 members 
Mstep: Class 19 contains 56248 members 
Mstep: Class 20 contains 2110 members 
Mstep: Class 21 contains 5781 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104756328.000000 Penalty: 74538.125000
Iteration 81Q: 23 clusters Score -1.047563e+08 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 64364 members 
Mstep: Class 2 contains 6353 members 
Mstep: Class 3 contains 43401 members 
Mstep: Class 4 contains 48303 members 
Mstep: Class 5 contains 5044 members 
Mstep: Class 6 contains 22485 members 
Mstep: Class 7 contains 11477 members 
Mstep: Class 8 contains 703 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 4828 members 
Mstep: Class 11 contains 19333 members 
Mstep: Class 12 contains 53333 members 
Mstep: Class 13 contains 258096 members 
Mstep: Class 14 contains 115864 members 
Mstep: Class 15 contains 104414 members 
Mstep: Class 16 contains 3082 members 
Mstep: Class 17 contains 4339 members 
Mstep: Class 18 contains 28265 members 
Mstep: Class 19 contains 53647 members 
Mstep: Class 20 contains 2113 members 
Mstep: Class 21 contains 5875 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104757360.000000 Penalty: 74538.125000
Iteration 82Q: 23 clusters Score -1.047574e+08 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 64000 members 
Mstep: Class 2 contains 6374 members 
Mstep: Class 3 contains 43501 members 
Mstep: Class 4 contains 48464 members 
Mstep: Class 5 contains 5040 members 
Mstep: Class 6 contains 22467 members 
Mstep: Class 7 contains 11475 members 
Mstep: Class 8 contains 702 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 4857 members 
Mstep: Class 11 contains 19308 members 
Mstep: Class 12 contains 53183 members 
Mstep: Class 13 contains 259511 members 
Mstep: Class 14 contains 116286 members 
Mstep: Class 15 contains 105065 members 
Mstep: Class 16 contains 3092 members 
Mstep: Class 17 contains 4328 members 
Mstep: Class 18 contains 28445 members 
Mstep: Class 19 contains 51135 members 
Mstep: Class 20 contains 2113 members 
Mstep: Class 21 contains 5973 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104757872.000000 Penalty: 74538.125000
Iteration 83Q: 23 clusters Score -1.047579e+08 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 63622 members 
Mstep: Class 2 contains 6382 members 
Mstep: Class 3 contains 43592 members 
Mstep: Class 4 contains 48607 members 
Mstep: Class 5 contains 5032 members 
Mstep: Class 6 contains 22445 members 
Mstep: Class 7 contains 11480 members 
Mstep: Class 8 contains 702 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 4893 members 
Mstep: Class 11 contains 19310 members 
Mstep: Class 12 contains 53031 members 
Mstep: Class 13 contains 260833 members 
Mstep: Class 14 contains 116711 members 
Mstep: Class 15 contains 105733 members 
Mstep: Class 16 contains 3098 members 
Mstep: Class 17 contains 4325 members 
Mstep: Class 18 contains 28622 members 
Mstep: Class 19 contains 48733 members 
Mstep: Class 20 contains 2113 members 
Mstep: Class 21 contains 6055 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758672.000000 Penalty: 74538.125000
Iteration 84Q: 23 clusters Score -1.047587e+08 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 63207 members 
Mstep: Class 2 contains 6383 members 
Mstep: Class 3 contains 43666 members 
Mstep: Class 4 contains 48723 members 
Mstep: Class 5 contains 5035 members 
Mstep: Class 6 contains 22442 members 
Mstep: Class 7 contains 11498 members 
Mstep: Class 8 contains 702 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 4931 members 
Mstep: Class 11 contains 19309 members 
Mstep: Class 12 contains 52883 members 
Mstep: Class 13 contains 262247 members 
Mstep: Class 14 contains 117123 members 
Mstep: Class 15 contains 106425 members 
Mstep: Class 16 contains 3102 members 
Mstep: Class 17 contains 4317 members 
Mstep: Class 18 contains 28795 members 
Mstep: Class 19 contains 46302 members 
Mstep: Class 20 contains 2114 members 
Mstep: Class 21 contains 6115 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759288.000000 Penalty: 74538.125000
Iteration 85Q: 23 clusters Score -1.047593e+08 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 62686 members 
Mstep: Class 2 contains 6394 members 
Mstep: Class 3 contains 43742 members 
Mstep: Class 4 contains 48820 members 
Mstep: Class 5 contains 5025 members 
Mstep: Class 6 contains 22473 members 
Mstep: Class 7 contains 11517 members 
Mstep: Class 8 contains 702 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 4964 members 
Mstep: Class 11 contains 19317 members 
Mstep: Class 12 contains 52753 members 
Mstep: Class 13 contains 263725 members 
Mstep: Class 14 contains 117529 members 
Mstep: Class 15 contains 107093 members 
Mstep: Class 16 contains 3106 members 
Mstep: Class 17 contains 4315 members 
Mstep: Class 18 contains 28989 members 
Mstep: Class 19 contains 43889 members 
Mstep: Class 20 contains 2114 members 
Mstep: Class 21 contains 6166 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760240.000000 Penalty: 74538.125000
Iteration 86Q: 23 clusters Score -1.047602e+08 nChanged 6299
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 62102 members 
Mstep: Class 2 contains 6396 members 
Mstep: Class 3 contains 43822 members 
Mstep: Class 4 contains 48941 members 
Mstep: Class 5 contains 5023 members 
Mstep: Class 6 contains 22479 members 
Mstep: Class 7 contains 11537 members 
Mstep: Class 8 contains 702 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 4996 members 
Mstep: Class 11 contains 19320 members 
Mstep: Class 12 contains 52622 members 
Mstep: Class 13 contains 265158 members 
Mstep: Class 14 contains 117917 members 
Mstep: Class 15 contains 107843 members 
Mstep: Class 16 contains 3106 members 
Mstep: Class 17 contains 4312 members 
Mstep: Class 18 contains 29151 members 
Mstep: Class 19 contains 41575 members 
Mstep: Class 20 contains 2113 members 
Mstep: Class 21 contains 6204 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761136.000000 Penalty: 74538.125000
Iteration 87Q: 23 clusters Score -1.047611e+08 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 61432 members 
Mstep: Class 2 contains 6388 members 
Mstep: Class 3 contains 43897 members 
Mstep: Class 4 contains 49051 members 
Mstep: Class 5 contains 5027 members 
Mstep: Class 6 contains 22489 members 
Mstep: Class 7 contains 11559 members 
Mstep: Class 8 contains 702 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5035 members 
Mstep: Class 11 contains 19314 members 
Mstep: Class 12 contains 52490 members 
Mstep: Class 13 contains 266553 members 
Mstep: Class 14 contains 118283 members 
Mstep: Class 15 contains 108594 members 
Mstep: Class 16 contains 3112 members 
Mstep: Class 17 contains 4307 members 
Mstep: Class 18 contains 29307 members 
Mstep: Class 19 contains 39432 members 
Mstep: Class 20 contains 2113 members 
Mstep: Class 21 contains 6234 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104762024.000000 Penalty: 74538.125000
Iteration 88Q: 23 clusters Score -1.04762e+08 nChanged 5788
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 60701 members 
Mstep: Class 2 contains 6378 members 
Mstep: Class 3 contains 43967 members 
Mstep: Class 4 contains 49151 members 
Mstep: Class 5 contains 5034 members 
Mstep: Class 6 contains 22471 members 
Mstep: Class 7 contains 11581 members 
Mstep: Class 8 contains 702 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5064 members 
Mstep: Class 11 contains 19314 members 
Mstep: Class 12 contains 52389 members 
Mstep: Class 13 contains 267953 members 
Mstep: Class 14 contains 118617 members 
Mstep: Class 15 contains 109378 members 
Mstep: Class 16 contains 3115 members 
Mstep: Class 17 contains 4297 members 
Mstep: Class 18 contains 29449 members 
Mstep: Class 19 contains 37382 members 
Mstep: Class 20 contains 2112 members 
Mstep: Class 21 contains 6264 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104763096.000000 Penalty: 74538.125000
Iteration 89Q: 23 clusters Score -1.047631e+08 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 59931 members 
Mstep: Class 2 contains 6365 members 
Mstep: Class 3 contains 44030 members 
Mstep: Class 4 contains 49206 members 
Mstep: Class 5 contains 5042 members 
Mstep: Class 6 contains 22466 members 
Mstep: Class 7 contains 11599 members 
Mstep: Class 8 contains 702 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5098 members 
Mstep: Class 11 contains 19319 members 
Mstep: Class 12 contains 52297 members 
Mstep: Class 13 contains 269213 members 
Mstep: Class 14 contains 118908 members 
Mstep: Class 15 contains 110241 members 
Mstep: Class 16 contains 3118 members 
Mstep: Class 17 contains 4295 members 
Mstep: Class 18 contains 29544 members 
Mstep: Class 19 contains 35544 members 
Mstep: Class 20 contains 2112 members 
Mstep: Class 21 contains 6289 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104763816.000000 Penalty: 74538.125000
Iteration 90Q: 23 clusters Score -1.047638e+08 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 59123 members 
Mstep: Class 2 contains 6339 members 
Mstep: Class 3 contains 44116 members 
Mstep: Class 4 contains 49279 members 
Mstep: Class 5 contains 5054 members 
Mstep: Class 6 contains 22455 members 
Mstep: Class 7 contains 11607 members 
Mstep: Class 8 contains 702 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5141 members 
Mstep: Class 11 contains 19325 members 
Mstep: Class 12 contains 52172 members 
Mstep: Class 13 contains 270304 members 
Mstep: Class 14 contains 119174 members 
Mstep: Class 15 contains 111233 members 
Mstep: Class 16 contains 3120 members 
Mstep: Class 17 contains 4288 members 
Mstep: Class 18 contains 29643 members 
Mstep: Class 19 contains 33823 members 
Mstep: Class 20 contains 2112 members 
Mstep: Class 21 contains 6309 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
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Score: -104764808.000000 Penalty: 74538.125000
Iteration 91Q: 23 clusters Score -1.047648e+08 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 58383 members 
Mstep: Class 2 contains 6309 members 
Mstep: Class 3 contains 44171 members 
Mstep: Class 4 contains 49330 members 
Mstep: Class 5 contains 5061 members 
Mstep: Class 6 contains 22458 members 
Mstep: Class 7 contains 11615 members 
Mstep: Class 8 contains 702 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5188 members 
Mstep: Class 11 contains 19333 members 
Mstep: Class 12 contains 52032 members 
Mstep: Class 13 contains 271142 members 
Mstep: Class 14 contains 119399 members 
Mstep: Class 15 contains 112267 members 
Mstep: Class 16 contains 3126 members 
Mstep: Class 17 contains 4281 members 
Mstep: Class 18 contains 29743 members 
Mstep: Class 19 contains 32340 members 
Mstep: Class 20 contains 2112 members 
Mstep: Class 21 contains 6327 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 92Q: 23 clusters Score -1.047653e+08 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 57753 members 
Mstep: Class 2 contains 6260 members 
Mstep: Class 3 contains 44222 members 
Mstep: Class 4 contains 49407 members 
Mstep: Class 5 contains 5057 members 
Mstep: Class 6 contains 22456 members 
Mstep: Class 7 contains 11619 members 
Mstep: Class 8 contains 702 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5223 members 
Mstep: Class 11 contains 19344 members 
Mstep: Class 12 contains 51889 members 
Mstep: Class 13 contains 271724 members 
Mstep: Class 14 contains 119591 members 
Mstep: Class 15 contains 113375 members 
Mstep: Class 16 contains 3132 members 
Mstep: Class 17 contains 4277 members 
Mstep: Class 18 contains 29841 members 
Mstep: Class 19 contains 30992 members 
Mstep: Class 20 contains 2114 members 
Mstep: Class 21 contains 6341 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
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Iteration 93Q: 23 clusters Score -1.04766e+08 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 57222 members 
Mstep: Class 2 contains 6210 members 
Mstep: Class 3 contains 44284 members 
Mstep: Class 4 contains 49514 members 
Mstep: Class 5 contains 5062 members 
Mstep: Class 6 contains 22451 members 
Mstep: Class 7 contains 11623 members 
Mstep: Class 8 contains 702 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5254 members 
Mstep: Class 11 contains 19351 members 
Mstep: Class 12 contains 51759 members 
Mstep: Class 13 contains 271991 members 
Mstep: Class 14 contains 119775 members 
Mstep: Class 15 contains 114514 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 4274 members 
Mstep: Class 18 contains 29917 members 
Mstep: Class 19 contains 29807 members 
Mstep: Class 20 contains 2115 members 
Mstep: Class 21 contains 6352 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
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Iteration 94Q: 23 clusters Score -1.047667e+08 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 56774 members 
Mstep: Class 2 contains 6158 members 
Mstep: Class 3 contains 44342 members 
Mstep: Class 4 contains 49618 members 
Mstep: Class 5 contains 5067 members 
Mstep: Class 6 contains 22447 members 
Mstep: Class 7 contains 11638 members 
Mstep: Class 8 contains 702 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5297 members 
Mstep: Class 11 contains 19344 members 
Mstep: Class 12 contains 51609 members 
Mstep: Class 13 contains 272076 members 
Mstep: Class 14 contains 119896 members 
Mstep: Class 15 contains 115684 members 
Mstep: Class 16 contains 3150 members 
Mstep: Class 17 contains 4267 members 
Mstep: Class 18 contains 30000 members 
Mstep: Class 19 contains 28773 members 
Mstep: Class 20 contains 2116 members 
Mstep: Class 21 contains 6361 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
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Iteration 95Q: 23 clusters Score -1.047672e+08 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 56441 members 
Mstep: Class 2 contains 6110 members 
Mstep: Class 3 contains 44388 members 
Mstep: Class 4 contains 49748 members 
Mstep: Class 5 contains 5065 members 
Mstep: Class 6 contains 22454 members 
Mstep: Class 7 contains 11649 members 
Mstep: Class 8 contains 702 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5321 members 
Mstep: Class 11 contains 19346 members 
Mstep: Class 12 contains 51460 members 
Mstep: Class 13 contains 271929 members 
Mstep: Class 14 contains 119990 members 
Mstep: Class 15 contains 116868 members 
Mstep: Class 16 contains 3164 members 
Mstep: Class 17 contains 4269 members 
Mstep: Class 18 contains 30057 members 
Mstep: Class 19 contains 27876 members 
Mstep: Class 20 contains 2118 members 
Mstep: Class 21 contains 6364 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
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Iteration 96Q: 23 clusters Score -1.047673e+08 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 56171 members 
Mstep: Class 2 contains 6065 members 
Mstep: Class 3 contains 44427 members 
Mstep: Class 4 contains 49894 members 
Mstep: Class 5 contains 5071 members 
Mstep: Class 6 contains 22450 members 
Mstep: Class 7 contains 11646 members 
Mstep: Class 8 contains 702 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5350 members 
Mstep: Class 11 contains 19339 members 
Mstep: Class 12 contains 51294 members 
Mstep: Class 13 contains 271612 members 
Mstep: Class 14 contains 120078 members 
Mstep: Class 15 contains 118071 members 
Mstep: Class 16 contains 3176 members 
Mstep: Class 17 contains 4272 members 
Mstep: Class 18 contains 30080 members 
Mstep: Class 19 contains 27135 members 
Mstep: Class 20 contains 2118 members 
Mstep: Class 21 contains 6368 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
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Iteration 97Q: 23 clusters Score -1.047673e+08 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55927 members 
Mstep: Class 2 contains 6020 members 
Mstep: Class 3 contains 44476 members 
Mstep: Class 4 contains 50034 members 
Mstep: Class 5 contains 5070 members 
Mstep: Class 6 contains 22452 members 
Mstep: Class 7 contains 11649 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5379 members 
Mstep: Class 11 contains 19344 members 
Mstep: Class 12 contains 51101 members 
Mstep: Class 13 contains 271118 members 
Mstep: Class 14 contains 120158 members 
Mstep: Class 15 contains 119350 members 
Mstep: Class 16 contains 3191 members 
Mstep: Class 17 contains 4270 members 
Mstep: Class 18 contains 30104 members 
Mstep: Class 19 contains 26484 members 
Mstep: Class 20 contains 2118 members 
Mstep: Class 21 contains 6373 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
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Iteration 98Q: 23 clusters Score -1.047673e+08 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55723 members 
Mstep: Class 2 contains 5986 members 
Mstep: Class 3 contains 44496 members 
Mstep: Class 4 contains 50184 members 
Mstep: Class 5 contains 5068 members 
Mstep: Class 6 contains 22459 members 
Mstep: Class 7 contains 11658 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5399 members 
Mstep: Class 11 contains 19351 members 
Mstep: Class 12 contains 50926 members 
Mstep: Class 13 contains 270581 members 
Mstep: Class 14 contains 120184 members 
Mstep: Class 15 contains 120609 members 
Mstep: Class 16 contains 3207 members 
Mstep: Class 17 contains 4270 members 
Mstep: Class 18 contains 30129 members 
Mstep: Class 19 contains 25889 members 
Mstep: Class 20 contains 2120 members 
Mstep: Class 21 contains 6379 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
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Iteration 99Q: 23 clusters Score -1.047676e+08 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55550 members 
Mstep: Class 2 contains 5965 members 
Mstep: Class 3 contains 44527 members 
Mstep: Class 4 contains 50320 members 
Mstep: Class 5 contains 5063 members 
Mstep: Class 6 contains 22451 members 
Mstep: Class 7 contains 11669 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5415 members 
Mstep: Class 11 contains 19344 members 
Mstep: Class 12 contains 50765 members 
Mstep: Class 13 contains 269942 members 
Mstep: Class 14 contains 120189 members 
Mstep: Class 15 contains 121910 members 
Mstep: Class 16 contains 3218 members 
Mstep: Class 17 contains 4272 members 
Mstep: Class 18 contains 30148 members 
Mstep: Class 19 contains 25364 members 
Mstep: Class 20 contains 2120 members 
Mstep: Class 21 contains 6386 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
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Iteration 100F: 23 clusters Score -1.047677e+08 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55409 members 
Mstep: Class 2 contains 5944 members 
Mstep: Class 3 contains 44540 members 
Mstep: Class 4 contains 50457 members 
Mstep: Class 5 contains 5056 members 
Mstep: Class 6 contains 22457 members 
Mstep: Class 7 contains 11681 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5432 members 
Mstep: Class 11 contains 19344 members 
Mstep: Class 12 contains 50582 members 
Mstep: Class 13 contains 269193 members 
Mstep: Class 14 contains 120193 members 
Mstep: Class 15 contains 123264 members 
Mstep: Class 16 contains 3228 members 
Mstep: Class 17 contains 4278 members 
Mstep: Class 18 contains 30160 members 
Mstep: Class 19 contains 24889 members 
Mstep: Class 20 contains 2121 members 
Mstep: Class 21 contains 6390 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
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Iteration 101Q: 23 clusters Score -1.047677e+08 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55284 members 
Mstep: Class 2 contains 5917 members 
Mstep: Class 3 contains 44535 members 
Mstep: Class 4 contains 50602 members 
Mstep: Class 5 contains 5050 members 
Mstep: Class 6 contains 22466 members 
Mstep: Class 7 contains 11699 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5446 members 
Mstep: Class 11 contains 19349 members 
Mstep: Class 12 contains 50394 members 
Mstep: Class 13 contains 268326 members 
Mstep: Class 14 contains 120170 members 
Mstep: Class 15 contains 124691 members 
Mstep: Class 16 contains 3238 members 
Mstep: Class 17 contains 4284 members 
Mstep: Class 18 contains 30169 members 
Mstep: Class 19 contains 24479 members 
Mstep: Class 20 contains 2123 members 
Mstep: Class 21 contains 6396 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
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Iteration 102Q: 23 clusters Score -1.047678e+08 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55162 members 
Mstep: Class 2 contains 5898 members 
Mstep: Class 3 contains 44512 members 
Mstep: Class 4 contains 50759 members 
Mstep: Class 5 contains 5047 members 
Mstep: Class 6 contains 22475 members 
Mstep: Class 7 contains 11717 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5449 members 
Mstep: Class 11 contains 19355 members 
Mstep: Class 12 contains 50212 members 
Mstep: Class 13 contains 267344 members 
Mstep: Class 14 contains 120109 members 
Mstep: Class 15 contains 126225 members 
Mstep: Class 16 contains 3247 members 
Mstep: Class 17 contains 4293 members 
Mstep: Class 18 contains 30171 members 
Mstep: Class 19 contains 24115 members 
Mstep: Class 20 contains 2125 members 
Mstep: Class 21 contains 6403 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
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Iteration 103Q: 23 clusters Score -1.047676e+08 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55055 members 
Mstep: Class 2 contains 5878 members 
Mstep: Class 3 contains 44487 members 
Mstep: Class 4 contains 50919 members 
Mstep: Class 5 contains 5049 members 
Mstep: Class 6 contains 22491 members 
Mstep: Class 7 contains 11727 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5456 members 
Mstep: Class 11 contains 19353 members 
Mstep: Class 12 contains 50023 members 
Mstep: Class 13 contains 266236 members 
Mstep: Class 14 contains 120006 members 
Mstep: Class 15 contains 127901 members 
Mstep: Class 16 contains 3250 members 
Mstep: Class 17 contains 4298 members 
Mstep: Class 18 contains 30184 members 
Mstep: Class 19 contains 23765 members 
Mstep: Class 20 contains 2126 members 
Mstep: Class 21 contains 6414 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
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Iteration 104Q: 23 clusters Score -1.047678e+08 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54968 members 
Mstep: Class 2 contains 5858 members 
Mstep: Class 3 contains 44471 members 
Mstep: Class 4 contains 51059 members 
Mstep: Class 5 contains 5053 members 
Mstep: Class 6 contains 22497 members 
Mstep: Class 7 contains 11738 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5467 members 
Mstep: Class 11 contains 19353 members 
Mstep: Class 12 contains 49823 members 
Mstep: Class 13 contains 265073 members 
Mstep: Class 14 contains 119861 members 
Mstep: Class 15 contains 129616 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 4302 members 
Mstep: Class 18 contains 30186 members 
Mstep: Class 19 contains 23487 members 
Mstep: Class 20 contains 2126 members 
Mstep: Class 21 contains 6426 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
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Iteration 105Q: 23 clusters Score -1.047683e+08 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54898 members 
Mstep: Class 2 contains 5835 members 
Mstep: Class 3 contains 44444 members 
Mstep: Class 4 contains 51200 members 
Mstep: Class 5 contains 5057 members 
Mstep: Class 6 contains 22503 members 
Mstep: Class 7 contains 11740 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5480 members 
Mstep: Class 11 contains 19355 members 
Mstep: Class 12 contains 49620 members 
Mstep: Class 13 contains 263828 members 
Mstep: Class 14 contains 119674 members 
Mstep: Class 15 contains 131454 members 
Mstep: Class 16 contains 3260 members 
Mstep: Class 17 contains 4312 members 
Mstep: Class 18 contains 30178 members 
Mstep: Class 19 contains 23216 members 
Mstep: Class 20 contains 2127 members 
Mstep: Class 21 contains 6437 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104768200.000000 Penalty: 74538.125000
Iteration 106Q: 23 clusters Score -1.047682e+08 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54831 members 
Mstep: Class 2 contains 5823 members 
Mstep: Class 3 contains 44399 members 
Mstep: Class 4 contains 51338 members 
Mstep: Class 5 contains 5055 members 
Mstep: Class 6 contains 22485 members 
Mstep: Class 7 contains 11754 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5485 members 
Mstep: Class 11 contains 19358 members 
Mstep: Class 12 contains 49442 members 
Mstep: Class 13 contains 262495 members 
Mstep: Class 14 contains 119424 members 
Mstep: Class 15 contains 133441 members 
Mstep: Class 16 contains 3266 members 
Mstep: Class 17 contains 4316 members 
Mstep: Class 18 contains 30166 members 
Mstep: Class 19 contains 22964 members 
Mstep: Class 20 contains 2129 members 
Mstep: Class 21 contains 6447 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
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Iteration 107Q: 23 clusters Score -1.047685e+08 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54780 members 
Mstep: Class 2 contains 5807 members 
Mstep: Class 3 contains 44348 members 
Mstep: Class 4 contains 51467 members 
Mstep: Class 5 contains 5056 members 
Mstep: Class 6 contains 22472 members 
Mstep: Class 7 contains 11765 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5489 members 
Mstep: Class 11 contains 19353 members 
Mstep: Class 12 contains 49265 members 
Mstep: Class 13 contains 261075 members 
Mstep: Class 14 contains 119156 members 
Mstep: Class 15 contains 135512 members 
Mstep: Class 16 contains 3274 members 
Mstep: Class 17 contains 4320 members 
Mstep: Class 18 contains 30156 members 
Mstep: Class 19 contains 22738 members 
Mstep: Class 20 contains 2129 members 
Mstep: Class 21 contains 6456 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
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Iteration 108Q: 23 clusters Score -1.047684e+08 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54725 members 
Mstep: Class 2 contains 5791 members 
Mstep: Class 3 contains 44285 members 
Mstep: Class 4 contains 51599 members 
Mstep: Class 5 contains 5056 members 
Mstep: Class 6 contains 22468 members 
Mstep: Class 7 contains 11777 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5492 members 
Mstep: Class 11 contains 19349 members 
Mstep: Class 12 contains 49088 members 
Mstep: Class 13 contains 259582 members 
Mstep: Class 14 contains 118842 members 
Mstep: Class 15 contains 137682 members 
Mstep: Class 16 contains 3288 members 
Mstep: Class 17 contains 4330 members 
Mstep: Class 18 contains 30141 members 
Mstep: Class 19 contains 22532 members 
Mstep: Class 20 contains 2129 members 
Mstep: Class 21 contains 6462 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
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Iteration 109Q: 23 clusters Score -1.047687e+08 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54690 members 
Mstep: Class 2 contains 5776 members 
Mstep: Class 3 contains 44227 members 
Mstep: Class 4 contains 51767 members 
Mstep: Class 5 contains 5052 members 
Mstep: Class 6 contains 22464 members 
Mstep: Class 7 contains 11788 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5500 members 
Mstep: Class 11 contains 19342 members 
Mstep: Class 12 contains 48875 members 
Mstep: Class 13 contains 257952 members 
Mstep: Class 14 contains 118547 members 
Mstep: Class 15 contains 139971 members 
Mstep: Class 16 contains 3289 members 
Mstep: Class 17 contains 4332 members 
Mstep: Class 18 contains 30109 members 
Mstep: Class 19 contains 22338 members 
Mstep: Class 20 contains 2129 members 
Mstep: Class 21 contains 6470 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
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Iteration 110Q: 23 clusters Score -1.04769e+08 nChanged 3292
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54652 members 
Mstep: Class 2 contains 5760 members 
Mstep: Class 3 contains 44123 members 
Mstep: Class 4 contains 51913 members 
Mstep: Class 5 contains 5049 members 
Mstep: Class 6 contains 22448 members 
Mstep: Class 7 contains 11803 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5506 members 
Mstep: Class 11 contains 19330 members 
Mstep: Class 12 contains 48679 members 
Mstep: Class 13 contains 256303 members 
Mstep: Class 14 contains 118242 members 
Mstep: Class 15 contains 142331 members 
Mstep: Class 16 contains 3286 members 
Mstep: Class 17 contains 4336 members 
Mstep: Class 18 contains 30092 members 
Mstep: Class 19 contains 22154 members 
Mstep: Class 20 contains 2130 members 
Mstep: Class 21 contains 6481 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
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Iteration 111Q: 23 clusters Score -1.047695e+08 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54609 members 
Mstep: Class 2 contains 5749 members 
Mstep: Class 3 contains 44007 members 
Mstep: Class 4 contains 52091 members 
Mstep: Class 5 contains 5051 members 
Mstep: Class 6 contains 22441 members 
Mstep: Class 7 contains 11817 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5523 members 
Mstep: Class 11 contains 19319 members 
Mstep: Class 12 contains 48480 members 
Mstep: Class 13 contains 254606 members 
Mstep: Class 14 contains 117943 members 
Mstep: Class 15 contains 144739 members 
Mstep: Class 16 contains 3286 members 
Mstep: Class 17 contains 4348 members 
Mstep: Class 18 contains 30027 members 
Mstep: Class 19 contains 21959 members 
Mstep: Class 20 contains 2131 members 
Mstep: Class 21 contains 6492 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
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Iteration 112Q: 23 clusters Score -1.047698e+08 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54562 members 
Mstep: Class 2 contains 5741 members 
Mstep: Class 3 contains 43877 members 
Mstep: Class 4 contains 52262 members 
Mstep: Class 5 contains 5054 members 
Mstep: Class 6 contains 22434 members 
Mstep: Class 7 contains 11825 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5543 members 
Mstep: Class 11 contains 19301 members 
Mstep: Class 12 contains 48269 members 
Mstep: Class 13 contains 252724 members 
Mstep: Class 14 contains 117687 members 
Mstep: Class 15 contains 147322 members 
Mstep: Class 16 contains 3284 members 
Mstep: Class 17 contains 4348 members 
Mstep: Class 18 contains 29972 members 
Mstep: Class 19 contains 21779 members 
Mstep: Class 20 contains 2132 members 
Mstep: Class 21 contains 6502 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
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Iteration 113Q: 23 clusters Score -1.047698e+08 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54517 members 
Mstep: Class 2 contains 5732 members 
Mstep: Class 3 contains 43722 members 
Mstep: Class 4 contains 52418 members 
Mstep: Class 5 contains 5057 members 
Mstep: Class 6 contains 22437 members 
Mstep: Class 7 contains 11835 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5556 members 
Mstep: Class 11 contains 19276 members 
Mstep: Class 12 contains 48071 members 
Mstep: Class 13 contains 250553 members 
Mstep: Class 14 contains 117397 members 
Mstep: Class 15 contains 150260 members 
Mstep: Class 16 contains 3281 members 
Mstep: Class 17 contains 4347 members 
Mstep: Class 18 contains 29904 members 
Mstep: Class 19 contains 21614 members 
Mstep: Class 20 contains 2132 members 
Mstep: Class 21 contains 6509 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
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Iteration 114Q: 23 clusters Score -1.047699e+08 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54475 members 
Mstep: Class 2 contains 5722 members 
Mstep: Class 3 contains 43553 members 
Mstep: Class 4 contains 52568 members 
Mstep: Class 5 contains 5056 members 
Mstep: Class 6 contains 22428 members 
Mstep: Class 7 contains 11850 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5576 members 
Mstep: Class 11 contains 19232 members 
Mstep: Class 12 contains 47858 members 
Mstep: Class 13 contains 248131 members 
Mstep: Class 14 contains 117023 members 
Mstep: Class 15 contains 153600 members 
Mstep: Class 16 contains 3281 members 
Mstep: Class 17 contains 4355 members 
Mstep: Class 18 contains 29829 members 
Mstep: Class 19 contains 21438 members 
Mstep: Class 20 contains 2132 members 
Mstep: Class 21 contains 6511 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
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Iteration 115Q: 23 clusters Score -1.047702e+08 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54415 members 
Mstep: Class 2 contains 5716 members 
Mstep: Class 3 contains 43368 members 
Mstep: Class 4 contains 52701 members 
Mstep: Class 5 contains 5058 members 
Mstep: Class 6 contains 22417 members 
Mstep: Class 7 contains 11870 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5589 members 
Mstep: Class 11 contains 19219 members 
Mstep: Class 12 contains 47656 members 
Mstep: Class 13 contains 245491 members 
Mstep: Class 14 contains 116614 members 
Mstep: Class 15 contains 157209 members 
Mstep: Class 16 contains 3290 members 
Mstep: Class 17 contains 4361 members 
Mstep: Class 18 contains 29738 members 
Mstep: Class 19 contains 21261 members 
Mstep: Class 20 contains 2132 members 
Mstep: Class 21 contains 6513 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104770536.000000 Penalty: 74538.125000
Iteration 116Q: 23 clusters Score -1.047705e+08 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54388 members 
Mstep: Class 2 contains 5706 members 
Mstep: Class 3 contains 43160 members 
Mstep: Class 4 contains 52811 members 
Mstep: Class 5 contains 5061 members 
Mstep: Class 6 contains 22414 members 
Mstep: Class 7 contains 11898 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5597 members 
Mstep: Class 11 contains 19168 members 
Mstep: Class 12 contains 47479 members 
Mstep: Class 13 contains 242527 members 
Mstep: Class 14 contains 116129 members 
Mstep: Class 15 contains 161237 members 
Mstep: Class 16 contains 3297 members 
Mstep: Class 17 contains 4370 members 
Mstep: Class 18 contains 29653 members 
Mstep: Class 19 contains 21082 members 
Mstep: Class 20 contains 2132 members 
Mstep: Class 21 contains 6509 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104770712.000000 Penalty: 74538.125000
Iteration 117Q: 23 clusters Score -1.047707e+08 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54356 members 
Mstep: Class 2 contains 5696 members 
Mstep: Class 3 contains 42928 members 
Mstep: Class 4 contains 52915 members 
Mstep: Class 5 contains 5060 members 
Mstep: Class 6 contains 22413 members 
Mstep: Class 7 contains 11915 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5604 members 
Mstep: Class 11 contains 19126 members 
Mstep: Class 12 contains 47289 members 
Mstep: Class 13 contains 239513 members 
Mstep: Class 14 contains 115537 members 
Mstep: Class 15 contains 165472 members 
Mstep: Class 16 contains 3312 members 
Mstep: Class 17 contains 4377 members 
Mstep: Class 18 contains 29571 members 
Mstep: Class 19 contains 20894 members 
Mstep: Class 20 contains 2132 members 
Mstep: Class 21 contains 6508 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771664.000000 Penalty: 74538.125000
Iteration 118Q: 23 clusters Score -1.047717e+08 nChanged 6059
Entering ConstructFrom: 
Score: -104771664.000000 Penalty: 74538.125000
Entering ConstructFrom: 
Trying to split cluster 1 (54329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54329 members 
Entering Unmasked Estep 
Score: -6593565.500000 Penalty: 2703.897705
	Iteration 0F: 2 clusters Score -6593566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -6557236.000000 Penalty: 5407.795410
	Iteration 0F: 3 clusters Score -6557236 nChanged 24981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25607 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -6571016.000000 Penalty: 5407.795410
	Iteration 1F: 3 clusters Score -6571016 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -6571734.000000 Penalty: 5407.795410
	Iteration 2Q: 3 clusters Score -6571734 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
Score: -6572656.500000 Penalty: 5407.795410
	Iteration 3Q: 3 clusters Score -6572656 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 33262 members 
Entering Unmasked Estep 
Score: -6573870.000000 Penalty: 5407.795410
	Iteration 4F: 3 clusters Score -6573870 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 35997 members 
Entering Unmasked Estep 
Score: -6575591.000000 Penalty: 5407.795410
	Iteration 5F: 3 clusters Score -6575591 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 39511 members 
Entering Unmasked Estep 
Score: -6578154.500000 Penalty: 5407.795410
	Iteration 6F: 3 clusters Score -6578154 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 43516 members 
Entering Unmasked Estep 
Score: -6581484.500000 Penalty: 5407.795410
	Iteration 7F: 3 clusters Score -6581484 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 47450 members 
Entering Unmasked Estep 
Score: -6585099.500000 Penalty: 5407.795410
	Iteration 8F: 3 clusters Score -6585100 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 50621 members 
Entering Unmasked Estep 
Score: -6588061.500000 Penalty: 5407.795410
	Iteration 9F: 3 clusters Score -6588062 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 52519 members 
Entering Unmasked Estep 
Score: -6589844.000000 Penalty: 5407.795410
	Iteration 10Q: 3 clusters Score -6589844 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 53420 members 
Entering Unmasked Estep 
Score: -6590630.000000 Penalty: 5407.795410
	Iteration 11Q: 3 clusters Score -6590630 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 53758 members 
Entering Unmasked Estep 
Score: -6590953.500000 Penalty: 5407.795410
	Iteration 12Q: 3 clusters Score -6590954 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 53891 members 
Entering Unmasked Estep 
Score: -6591076.000000 Penalty: 5407.795410
	Iteration 13Q: 3 clusters Score -6591076 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 53950 members 
Entering Unmasked Estep 
Score: -6591138.500000 Penalty: 5407.795410
	Iteration 14Q: 3 clusters Score -6591138 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 53975 members 
Entering Unmasked Estep 
Score: -6591200.500000 Penalty: 5407.795410
	Iteration 15Q: 3 clusters Score -6591200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 53986 members 
Entering Unmasked Estep 
Score: -6591226.000000 Penalty: 5407.795410
	Iteration 16Q: 3 clusters Score -6591226 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 53998 members 
Entering Unmasked Estep 
Score: -6591244.500000 Penalty: 5407.795410
	Iteration 17Q: 3 clusters Score -6591244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 54005 members 
Entering Unmasked Estep 
Score: -6591257.000000 Penalty: 5407.795410
	Iteration 18Q: 3 clusters Score -6591257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 54009 members 
Entering Unmasked Estep 
Score: -6591264.000000 Penalty: 5407.795410
	Iteration 19Q: 3 clusters Score -6591264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 54012 members 
Entering Unmasked Estep 
Score: -6591279.500000 Penalty: 5407.795410
	Iteration 20F: 3 clusters Score -6591280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 54014 members 
Entering Unmasked Estep 
Score: -6591287.000000 Penalty: 5407.795410
	Iteration 21Q: 3 clusters Score -6591287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 54014 members 
Entering Unmasked Estep 
Score: -6591281.500000 Penalty: 5407.795410
	Iteration 22Q: 3 clusters Score -6591282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 54017 members 
Entering Unmasked Estep 
Score: -6591284.000000 Penalty: 5407.795410
	Iteration 23Q: 3 clusters Score -6591284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 54020 members 
Entering Unmasked Estep 
Score: -6591291.500000 Penalty: 5407.795410
	Iteration 24Q: 3 clusters Score -6591292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 54025 members 
Entering Unmasked Estep 
Score: -6591305.500000 Penalty: 5407.795410
	Iteration 25Q: 3 clusters Score -6591306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 54030 members 
Entering Unmasked Estep 
Score: -6591299.500000 Penalty: 5407.795410
	Iteration 26Q: 3 clusters Score -6591300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 54033 members 
Entering Unmasked Estep 
Score: -6591304.000000 Penalty: 5407.795410
	Iteration 27Q: 3 clusters Score -6591304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 54034 members 
Entering Unmasked Estep 
Score: -6591303.500000 Penalty: 5407.795410
	Iteration 28Q: 3 clusters Score -6591304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 54033 members 
Entering Unmasked Estep 
Score: -6591307.000000 Penalty: 5407.795410
	Iteration 29Q: 3 clusters Score -6591307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 54034 members 
Entering Unmasked Estep 
Score: -6591305.500000 Penalty: 5407.795410
	Iteration 30Q: 3 clusters Score -6591306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 54035 members 
Entering Unmasked Estep 
Score: -6591309.000000 Penalty: 5407.795410
	Iteration 31Q: 3 clusters Score -6591309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 54036 members 
Entering Unmasked Estep 
Score: -6591307.000000 Penalty: 5407.795410
	Iteration 32Q: 3 clusters Score -6591307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 54036 members 
Entering Unmasked Estep 
Score: -6591307.000000 Penalty: 5407.795410
	Iteration 33F: 3 clusters Score -6591307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Entering Unmasked Estep 
Score: -672024.937500 Penalty: 2144.236328
	Iteration 0F: 2 clusters Score -672024.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -667118.062500 Penalty: 4288.472656
	Iteration 0F: 3 clusters Score -667118.1 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -668315.250000 Penalty: 4288.472656
	Iteration 1F: 3 clusters Score -668315.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -668522.437500 Penalty: 4288.472656
	Iteration 2F: 3 clusters Score -668522.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -668667.625000 Penalty: 4288.472656
	Iteration 3Q: 3 clusters Score -668667.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -668787.500000 Penalty: 4288.472656
	Iteration 4Q: 3 clusters Score -668787.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -668900.500000 Penalty: 4288.472656
	Iteration 5Q: 3 clusters Score -668900.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -669051.375000 Penalty: 4288.472656
	Iteration 6Q: 3 clusters Score -669051.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -669201.312500 Penalty: 4288.472656
	Iteration 7Q: 3 clusters Score -669201.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -669352.250000 Penalty: 4288.472656
	Iteration 8Q: 3 clusters Score -669352.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -669490.812500 Penalty: 4288.472656
	Iteration 9Q: 3 clusters Score -669490.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -669640.250000 Penalty: 4288.472656
	Iteration 10Q: 3 clusters Score -669640.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -669779.250000 Penalty: 4288.472656
	Iteration 11Q: 3 clusters Score -669779.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -669903.375000 Penalty: 4288.472656
	Iteration 12Q: 3 clusters Score -669903.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -670015.062500 Penalty: 4288.472656
	Iteration 13Q: 3 clusters Score -670015.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -670088.812500 Penalty: 4288.472656
	Iteration 14Q: 3 clusters Score -670088.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -670157.000000 Penalty: 4288.472656
	Iteration 15Q: 3 clusters Score -670157 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -670213.312500 Penalty: 4288.472656
	Iteration 16Q: 3 clusters Score -670213.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -670279.750000 Penalty: 4288.472656
	Iteration 17Q: 3 clusters Score -670279.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -670333.750000 Penalty: 4288.472656
	Iteration 18Q: 3 clusters Score -670333.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -670375.687500 Penalty: 4288.472656
	Iteration 19Q: 3 clusters Score -670375.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -670404.687500 Penalty: 4288.472656
	Iteration 20F: 3 clusters Score -670404.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -670422.062500 Penalty: 4288.472656
	Iteration 21Q: 3 clusters Score -670422.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -670431.312500 Penalty: 4288.472656
	Iteration 22Q: 3 clusters Score -670431.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -670440.312500 Penalty: 4288.472656
	Iteration 23Q: 3 clusters Score -670440.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -670449.562500 Penalty: 4288.472656
	Iteration 24Q: 3 clusters Score -670449.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -670457.125000 Penalty: 4288.472656
	Iteration 25Q: 3 clusters Score -670457.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -670468.187500 Penalty: 4288.472656
	Iteration 26Q: 3 clusters Score -670468.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -670475.812500 Penalty: 4288.472656
	Iteration 27Q: 3 clusters Score -670475.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -670490.937500 Penalty: 4288.472656
	Iteration 28Q: 3 clusters Score -670490.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -670506.937500 Penalty: 4288.472656
	Iteration 29Q: 3 clusters Score -670506.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -670518.375000 Penalty: 4288.472656
	Iteration 30Q: 3 clusters Score -670518.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -670527.125000 Penalty: 4288.472656
	Iteration 31Q: 3 clusters Score -670527.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -670537.375000 Penalty: 4288.472656
	Iteration 32Q: 3 clusters Score -670537.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -670547.937500 Penalty: 4288.472656
	Iteration 33Q: 3 clusters Score -670547.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -670558.562500 Penalty: 4288.472656
	Iteration 34Q: 3 clusters Score -670558.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -670564.062500 Penalty: 4288.472656
	Iteration 35Q: 3 clusters Score -670564.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -670569.062500 Penalty: 4288.472656
	Iteration 36Q: 3 clusters Score -670569.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -670572.312500 Penalty: 4288.472656
	Iteration 37Q: 3 clusters Score -670572.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -670576.687500 Penalty: 4288.472656
	Iteration 38Q: 3 clusters Score -670576.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -670578.500000 Penalty: 4288.472656
	Iteration 39Q: 3 clusters Score -670578.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -670581.750000 Penalty: 4288.472656
	Iteration 40F: 3 clusters Score -670581.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -670582.937500 Penalty: 4288.472656
	Iteration 41Q: 3 clusters Score -670582.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -670583.812500 Penalty: 4288.472656
	Iteration 42Q: 3 clusters Score -670583.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -670584.312500 Penalty: 4288.472656
	Iteration 43Q: 3 clusters Score -670584.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -670585.000000 Penalty: 4288.472656
	Iteration 44Q: 3 clusters Score -670585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -670586.500000 Penalty: 4288.472656
	Iteration 45Q: 3 clusters Score -670586.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -670587.937500 Penalty: 4288.472656
	Iteration 46Q: 3 clusters Score -670587.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -670589.000000 Penalty: 4288.472656
	Iteration 47Q: 3 clusters Score -670589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -670590.125000 Penalty: 4288.472656
	Iteration 48Q: 3 clusters Score -670590.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -670591.312500 Penalty: 4288.472656
	Iteration 49Q: 3 clusters Score -670591.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -670591.312500 Penalty: 4288.472656
	Iteration 50F: 3 clusters Score -670591.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (42653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42653 members 
Entering Unmasked Estep 
Score: -5355948.000000 Penalty: 2643.891357
	Iteration 0F: 2 clusters Score -5355948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -5327062.500000 Penalty: 5287.782715
	Iteration 0F: 3 clusters Score -5327062 nChanged 19558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -5337989.500000 Penalty: 5287.782715
	Iteration 1F: 3 clusters Score -5337990 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21182 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -5338459.000000 Penalty: 5287.782715
	Iteration 2Q: 3 clusters Score -5338459 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -5338987.500000 Penalty: 5287.782715
	Iteration 3Q: 3 clusters Score -5338988 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -5339723.000000 Penalty: 5287.782715
	Iteration 4Q: 3 clusters Score -5339723 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -5340719.000000 Penalty: 5287.782715
	Iteration 5Q: 3 clusters Score -5340719 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -5342170.500000 Penalty: 5287.782715
	Iteration 6F: 3 clusters Score -5342170 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -5344010.000000 Penalty: 5287.782715
	Iteration 7F: 3 clusters Score -5344010 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -5345956.500000 Penalty: 5287.782715
	Iteration 8F: 3 clusters Score -5345956 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -5347749.500000 Penalty: 5287.782715
	Iteration 9F: 3 clusters Score -5347750 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24385 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -5348949.000000 Penalty: 5287.782715
	Iteration 10F: 3 clusters Score -5348949 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -5349562.500000 Penalty: 5287.782715
	Iteration 11Q: 3 clusters Score -5349562 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -5349812.000000 Penalty: 5287.782715
	Iteration 12Q: 3 clusters Score -5349812 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -5349922.500000 Penalty: 5287.782715
	Iteration 13Q: 3 clusters Score -5349922 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -5349989.000000 Penalty: 5287.782715
	Iteration 14Q: 3 clusters Score -5349989 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -5350045.000000 Penalty: 5287.782715
	Iteration 15Q: 3 clusters Score -5350045 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -5350077.000000 Penalty: 5287.782715
	Iteration 16Q: 3 clusters Score -5350077 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -5350090.500000 Penalty: 5287.782715
	Iteration 17Q: 3 clusters Score -5350090 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -5350111.000000 Penalty: 5287.782715
	Iteration 18Q: 3 clusters Score -5350111 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -5350123.000000 Penalty: 5287.782715
	Iteration 19Q: 3 clusters Score -5350123 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25237 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -5350141.500000 Penalty: 5287.782715
	Iteration 20F: 3 clusters Score -5350142 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -5350174.000000 Penalty: 5287.782715
	Iteration 21Q: 3 clusters Score -5350174 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -5350200.000000 Penalty: 5287.782715
	Iteration 22Q: 3 clusters Score -5350200 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -5350233.000000 Penalty: 5287.782715
	Iteration 23Q: 3 clusters Score -5350233 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -5350242.500000 Penalty: 5287.782715
	Iteration 24Q: 3 clusters Score -5350242 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25863 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -5350283.000000 Penalty: 5287.782715
	Iteration 25Q: 3 clusters Score -5350283 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -5350325.000000 Penalty: 5287.782715
	Iteration 26Q: 3 clusters Score -5350325 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -5350349.500000 Penalty: 5287.782715
	Iteration 27Q: 3 clusters Score -5350350 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -5350382.000000 Penalty: 5287.782715
	Iteration 28Q: 3 clusters Score -5350382 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -5350426.000000 Penalty: 5287.782715
	Iteration 29Q: 3 clusters Score -5350426 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -5350436.000000 Penalty: 5287.782715
	Iteration 30Q: 3 clusters Score -5350436 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -5350477.500000 Penalty: 5287.782715
	Iteration 31Q: 3 clusters Score -5350478 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27057 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -5350475.500000 Penalty: 5287.782715
	Iteration 32Q: 3 clusters Score -5350476 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -5350505.500000 Penalty: 5287.782715
	Iteration 33Q: 3 clusters Score -5350506 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27449 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -5350539.000000 Penalty: 5287.782715
	Iteration 34Q: 3 clusters Score -5350539 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -5350560.000000 Penalty: 5287.782715
	Iteration 35Q: 3 clusters Score -5350560 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -5350585.000000 Penalty: 5287.782715
	Iteration 36Q: 3 clusters Score -5350585 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -5350592.000000 Penalty: 5287.782715
	Iteration 37Q: 3 clusters Score -5350592 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -5350660.500000 Penalty: 5287.782715
	Iteration 38Q: 3 clusters Score -5350660 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -5350689.500000 Penalty: 5287.782715
	Iteration 39Q: 3 clusters Score -5350690 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -5350747.000000 Penalty: 5287.782715
	Iteration 40F: 3 clusters Score -5350747 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -5350787.500000 Penalty: 5287.782715
	Iteration 41Q: 3 clusters Score -5350788 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29330 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -5350862.000000 Penalty: 5287.782715
	Iteration 42Q: 3 clusters Score -5350862 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29615 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -5350916.500000 Penalty: 5287.782715
	Iteration 43Q: 3 clusters Score -5350916 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -5351001.000000 Penalty: 5287.782715
	Iteration 44Q: 3 clusters Score -5351001 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -5351052.000000 Penalty: 5287.782715
	Iteration 45Q: 3 clusters Score -5351052 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -5351155.500000 Penalty: 5287.782715
	Iteration 46Q: 3 clusters Score -5351156 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -5351231.500000 Penalty: 5287.782715
	Iteration 47Q: 3 clusters Score -5351232 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31528 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -5351363.500000 Penalty: 5287.782715
	Iteration 48Q: 3 clusters Score -5351364 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31958 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -5351483.000000 Penalty: 5287.782715
	Iteration 49Q: 3 clusters Score -5351483 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -5351656.000000 Penalty: 5287.782715
	Iteration 50Q: 3 clusters Score -5351656 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -5351824.000000 Penalty: 5287.782715
	Iteration 51Q: 3 clusters Score -5351824 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33307 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -5352016.000000 Penalty: 5287.782715
	Iteration 52Q: 3 clusters Score -5352016 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -5352279.500000 Penalty: 5287.782715
	Iteration 53Q: 3 clusters Score -5352280 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34248 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -5352459.500000 Penalty: 5287.782715
	Iteration 54Q: 3 clusters Score -5352460 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34636 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -5352603.500000 Penalty: 5287.782715
	Iteration 55Q: 3 clusters Score -5352604 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34986 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -5352705.000000 Penalty: 5287.782715
	Iteration 56Q: 3 clusters Score -5352705 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35303 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -5352799.500000 Penalty: 5287.782715
	Iteration 57Q: 3 clusters Score -5352800 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35579 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -5352855.000000 Penalty: 5287.782715
	Iteration 58Q: 3 clusters Score -5352855 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35844 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -5352926.000000 Penalty: 5287.782715
	Iteration 59Q: 3 clusters Score -5352926 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36122 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -5353006.500000 Penalty: 5287.782715
	Iteration 60F: 3 clusters Score -5353006 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36394 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -5353084.000000 Penalty: 5287.782715
	Iteration 61Q: 3 clusters Score -5353084 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36665 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -5353160.000000 Penalty: 5287.782715
	Iteration 62Q: 3 clusters Score -5353160 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -5353225.000000 Penalty: 5287.782715
	Iteration 63Q: 3 clusters Score -5353225 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37151 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -5353288.500000 Penalty: 5287.782715
	Iteration 64Q: 3 clusters Score -5353288 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37381 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -5353356.000000 Penalty: 5287.782715
	Iteration 65Q: 3 clusters Score -5353356 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37600 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -5353402.000000 Penalty: 5287.782715
	Iteration 66Q: 3 clusters Score -5353402 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37818 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -5353461.500000 Penalty: 5287.782715
	Iteration 67Q: 3 clusters Score -5353462 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38013 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -5353514.500000 Penalty: 5287.782715
	Iteration 68Q: 3 clusters Score -5353514 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38189 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -5353562.000000 Penalty: 5287.782715
	Iteration 69Q: 3 clusters Score -5353562 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38334 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -5353602.500000 Penalty: 5287.782715
	Iteration 70Q: 3 clusters Score -5353602 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38474 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -5353636.500000 Penalty: 5287.782715
	Iteration 71Q: 3 clusters Score -5353636 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38615 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -5353677.500000 Penalty: 5287.782715
	Iteration 72Q: 3 clusters Score -5353678 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38762 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -5353704.000000 Penalty: 5287.782715
	Iteration 73Q: 3 clusters Score -5353704 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38895 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -5353738.000000 Penalty: 5287.782715
	Iteration 74Q: 3 clusters Score -5353738 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39016 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -5353746.500000 Penalty: 5287.782715
	Iteration 75Q: 3 clusters Score -5353746 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39123 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -5353771.000000 Penalty: 5287.782715
	Iteration 76Q: 3 clusters Score -5353771 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39212 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -5353796.500000 Penalty: 5287.782715
	Iteration 77Q: 3 clusters Score -5353796 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39313 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -5353826.000000 Penalty: 5287.782715
	Iteration 78Q: 3 clusters Score -5353826 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39398 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -5353850.500000 Penalty: 5287.782715
	Iteration 79Q: 3 clusters Score -5353850 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39474 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -5353866.500000 Penalty: 5287.782715
	Iteration 80F: 3 clusters Score -5353866 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39559 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -5353880.000000 Penalty: 5287.782715
	Iteration 81Q: 3 clusters Score -5353880 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39631 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -5353899.500000 Penalty: 5287.782715
	Iteration 82Q: 3 clusters Score -5353900 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -5353894.000000 Penalty: 5287.782715
	Iteration 83Q: 3 clusters Score -5353894 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39743 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -5353897.500000 Penalty: 5287.782715
	Iteration 84Q: 3 clusters Score -5353898 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39778 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -5353913.500000 Penalty: 5287.782715
	Iteration 85Q: 3 clusters Score -5353914 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39813 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -5353922.000000 Penalty: 5287.782715
	Iteration 86Q: 3 clusters Score -5353922 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39849 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -5353927.500000 Penalty: 5287.782715
	Iteration 87Q: 3 clusters Score -5353928 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39885 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -5353926.500000 Penalty: 5287.782715
	Iteration 88Q: 3 clusters Score -5353926 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39922 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -5353934.500000 Penalty: 5287.782715
	Iteration 89Q: 3 clusters Score -5353934 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39961 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -5353931.500000 Penalty: 5287.782715
	Iteration 90Q: 3 clusters Score -5353932 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39994 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -5353939.500000 Penalty: 5287.782715
	Iteration 91Q: 3 clusters Score -5353940 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40026 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -5353941.000000 Penalty: 5287.782715
	Iteration 92Q: 3 clusters Score -5353941 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40048 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -5353947.500000 Penalty: 5287.782715
	Iteration 93Q: 3 clusters Score -5353948 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40081 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -5353966.500000 Penalty: 5287.782715
	Iteration 94Q: 3 clusters Score -5353966 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -5353969.000000 Penalty: 5287.782715
	Iteration 95Q: 3 clusters Score -5353969 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -5353964.500000 Penalty: 5287.782715
	Iteration 96Q: 3 clusters Score -5353964 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40147 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -5353969.000000 Penalty: 5287.782715
	Iteration 97Q: 3 clusters Score -5353969 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -5353974.500000 Penalty: 5287.782715
	Iteration 98Q: 3 clusters Score -5353974 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -5353982.000000 Penalty: 5287.782715
	Iteration 99Q: 3 clusters Score -5353982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40208 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -5353984.000000 Penalty: 5287.782715
	Iteration 100F: 3 clusters Score -5353984 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40232 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -5353981.500000 Penalty: 5287.782715
	Iteration 101Q: 3 clusters Score -5353982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40246 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -5353981.500000 Penalty: 5287.782715
	Iteration 102Q: 3 clusters Score -5353982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -5353985.500000 Penalty: 5287.782715
	Iteration 103Q: 3 clusters Score -5353986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -5353984.000000 Penalty: 5287.782715
	Iteration 104Q: 3 clusters Score -5353984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -5353986.500000 Penalty: 5287.782715
	Iteration 105Q: 3 clusters Score -5353986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40290 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -5353989.500000 Penalty: 5287.782715
	Iteration 106Q: 3 clusters Score -5353990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -5353991.000000 Penalty: 5287.782715
	Iteration 107Q: 3 clusters Score -5353991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40315 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -5353993.500000 Penalty: 5287.782715
	Iteration 108Q: 3 clusters Score -5353994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40326 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -5353994.500000 Penalty: 5287.782715
	Iteration 109Q: 3 clusters Score -5353994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40331 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -5353985.000000 Penalty: 5287.782715
	Iteration 110Q: 3 clusters Score -5353985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -5353990.500000 Penalty: 5287.782715
	Iteration 111Q: 3 clusters Score -5353990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40340 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -5353994.500000 Penalty: 5287.782715
	Iteration 112Q: 3 clusters Score -5353994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -5353986.000000 Penalty: 5287.782715
	Iteration 113Q: 3 clusters Score -5353986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -5353996.000000 Penalty: 5287.782715
	Iteration 114Q: 3 clusters Score -5353996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -5353991.500000 Penalty: 5287.782715
	Iteration 115Q: 3 clusters Score -5353992 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40389 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -5353995.000000 Penalty: 5287.782715
	Iteration 116Q: 3 clusters Score -5353995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40401 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -5354005.000000 Penalty: 5287.782715
	Iteration 117Q: 3 clusters Score -5354005 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40413 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -5354004.500000 Penalty: 5287.782715
	Iteration 118Q: 3 clusters Score -5354004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -5354012.500000 Penalty: 5287.782715
	Iteration 119Q: 3 clusters Score -5354012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40435 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -5354011.500000 Penalty: 5287.782715
	Iteration 120F: 3 clusters Score -5354012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40447 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -5354014.500000 Penalty: 5287.782715
	Iteration 121Q: 3 clusters Score -5354014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -5354014.500000 Penalty: 5287.782715
	Iteration 122Q: 3 clusters Score -5354014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40462 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -5354015.500000 Penalty: 5287.782715
	Iteration 123Q: 3 clusters Score -5354016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40467 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -5354016.500000 Penalty: 5287.782715
	Iteration 124Q: 3 clusters Score -5354016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -5354020.500000 Penalty: 5287.782715
	Iteration 125Q: 3 clusters Score -5354020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40473 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -5354020.500000 Penalty: 5287.782715
	Iteration 126Q: 3 clusters Score -5354020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -5354029.500000 Penalty: 5287.782715
	Iteration 127Q: 3 clusters Score -5354030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -5354018.500000 Penalty: 5287.782715
	Iteration 128Q: 3 clusters Score -5354018 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40489 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -5354020.000000 Penalty: 5287.782715
	Iteration 129Q: 3 clusters Score -5354020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -5354015.000000 Penalty: 5287.782715
	Iteration 130Q: 3 clusters Score -5354015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40496 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -5354020.000000 Penalty: 5287.782715
	Iteration 131Q: 3 clusters Score -5354020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40500 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -5354015.000000 Penalty: 5287.782715
	Iteration 132Q: 3 clusters Score -5354015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40501 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -5354018.000000 Penalty: 5287.782715
	Iteration 133Q: 3 clusters Score -5354018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40501 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -5354018.000000 Penalty: 5287.782715
	Iteration 134F: 3 clusters Score -5354018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (52998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52998 members 
Entering Unmasked Estep 
Score: -6689907.000000 Penalty: 2697.746338
	Iteration 0F: 2 clusters Score -6689907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 26500 members 
Entering Unmasked Estep 
Score: -6654339.500000 Penalty: 5395.492676
	Iteration 0F: 3 clusters Score -6654340 nChanged 24491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -6667869.500000 Penalty: 5395.492676
	Iteration 1F: 3 clusters Score -6667870 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27133 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -6668392.000000 Penalty: 5395.492676
	Iteration 2Q: 3 clusters Score -6668392 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -6668854.500000 Penalty: 5395.492676
	Iteration 3Q: 3 clusters Score -6668854 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -6669335.500000 Penalty: 5395.492676
	Iteration 4Q: 3 clusters Score -6669336 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 24019 members 
Entering Unmasked Estep 
Score: -6669819.500000 Penalty: 5395.492676
	Iteration 5Q: 3 clusters Score -6669820 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30049 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -6670384.000000 Penalty: 5395.492676
	Iteration 6Q: 3 clusters Score -6670384 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -6671161.500000 Penalty: 5395.492676
	Iteration 7Q: 3 clusters Score -6671162 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33388 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -6672425.500000 Penalty: 5395.492676
	Iteration 8Q: 3 clusters Score -6672426 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35781 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -6674147.500000 Penalty: 5395.492676
	Iteration 9F: 3 clusters Score -6674148 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38582 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -6676419.000000 Penalty: 5395.492676
	Iteration 10F: 3 clusters Score -6676419 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41515 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -6679123.500000 Penalty: 5395.492676
	Iteration 11F: 3 clusters Score -6679124 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44095 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -6681933.000000 Penalty: 5395.492676
	Iteration 12F: 3 clusters Score -6681933 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45808 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -6684155.000000 Penalty: 5395.492676
	Iteration 13Q: 3 clusters Score -6684155 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46724 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -6685540.000000 Penalty: 5395.492676
	Iteration 14Q: 3 clusters Score -6685540 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47258 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -6686258.000000 Penalty: 5395.492676
	Iteration 15Q: 3 clusters Score -6686258 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47638 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -6686615.000000 Penalty: 5395.492676
	Iteration 16Q: 3 clusters Score -6686615 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47977 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -6686848.500000 Penalty: 5395.492676
	Iteration 17Q: 3 clusters Score -6686848 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48282 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -6687098.500000 Penalty: 5395.492676
	Iteration 18Q: 3 clusters Score -6687098 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48542 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -6687242.000000 Penalty: 5395.492676
	Iteration 19Q: 3 clusters Score -6687242 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48770 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -6687317.000000 Penalty: 5395.492676
	Iteration 20F: 3 clusters Score -6687317 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48926 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -6687352.000000 Penalty: 5395.492676
	Iteration 21Q: 3 clusters Score -6687352 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49051 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -6687399.000000 Penalty: 5395.492676
	Iteration 22Q: 3 clusters Score -6687399 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49163 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -6687420.500000 Penalty: 5395.492676
	Iteration 23Q: 3 clusters Score -6687420 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49264 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -6687446.000000 Penalty: 5395.492676
	Iteration 24Q: 3 clusters Score -6687446 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49353 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -6687476.000000 Penalty: 5395.492676
	Iteration 25Q: 3 clusters Score -6687476 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49440 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -6687492.500000 Penalty: 5395.492676
	Iteration 26Q: 3 clusters Score -6687492 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49529 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -6687521.500000 Penalty: 5395.492676
	Iteration 27Q: 3 clusters Score -6687522 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49604 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -6687532.000000 Penalty: 5395.492676
	Iteration 28Q: 3 clusters Score -6687532 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49664 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -6687556.500000 Penalty: 5395.492676
	Iteration 29Q: 3 clusters Score -6687556 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49719 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -6687570.000000 Penalty: 5395.492676
	Iteration 30Q: 3 clusters Score -6687570 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49779 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -6687593.000000 Penalty: 5395.492676
	Iteration 31Q: 3 clusters Score -6687593 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49834 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -6687614.000000 Penalty: 5395.492676
	Iteration 32Q: 3 clusters Score -6687614 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49897 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -6687617.000000 Penalty: 5395.492676
	Iteration 33Q: 3 clusters Score -6687617 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49943 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -6687626.500000 Penalty: 5395.492676
	Iteration 34Q: 3 clusters Score -6687626 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49992 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -6687627.000000 Penalty: 5395.492676
	Iteration 35Q: 3 clusters Score -6687627 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50034 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -6687630.500000 Penalty: 5395.492676
	Iteration 36Q: 3 clusters Score -6687630 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50071 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -6687628.500000 Penalty: 5395.492676
	Iteration 37Q: 3 clusters Score -6687628 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50113 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -6687653.500000 Penalty: 5395.492676
	Iteration 38Q: 3 clusters Score -6687654 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50151 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -6687655.000000 Penalty: 5395.492676
	Iteration 39Q: 3 clusters Score -6687655 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50176 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -6687652.000000 Penalty: 5395.492676
	Iteration 40F: 3 clusters Score -6687652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50191 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -6687657.500000 Penalty: 5395.492676
	Iteration 41Q: 3 clusters Score -6687658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50207 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -6687650.000000 Penalty: 5395.492676
	Iteration 42Q: 3 clusters Score -6687650 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50222 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -6687663.500000 Penalty: 5395.492676
	Iteration 43Q: 3 clusters Score -6687664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50236 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -6687658.000000 Penalty: 5395.492676
	Iteration 44Q: 3 clusters Score -6687658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50244 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -6687661.500000 Penalty: 5395.492676
	Iteration 45Q: 3 clusters Score -6687662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50251 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -6687665.000000 Penalty: 5395.492676
	Iteration 46Q: 3 clusters Score -6687665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50260 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -6687664.500000 Penalty: 5395.492676
	Iteration 47Q: 3 clusters Score -6687664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50274 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -6687672.500000 Penalty: 5395.492676
	Iteration 48Q: 3 clusters Score -6687672 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50295 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -6687685.500000 Penalty: 5395.492676
	Iteration 49Q: 3 clusters Score -6687686 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50323 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -6687685.000000 Penalty: 5395.492676
	Iteration 50Q: 3 clusters Score -6687685 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50345 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -6687685.000000 Penalty: 5395.492676
	Iteration 51Q: 3 clusters Score -6687685 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50367 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -6687683.500000 Penalty: 5395.492676
	Iteration 52Q: 3 clusters Score -6687684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50386 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -6687685.500000 Penalty: 5395.492676
	Iteration 53Q: 3 clusters Score -6687686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50405 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -6687692.500000 Penalty: 5395.492676
	Iteration 54Q: 3 clusters Score -6687692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50419 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -6687703.500000 Penalty: 5395.492676
	Iteration 55Q: 3 clusters Score -6687704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50431 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -6687696.500000 Penalty: 5395.492676
	Iteration 56Q: 3 clusters Score -6687696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50443 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -6687703.500000 Penalty: 5395.492676
	Iteration 57Q: 3 clusters Score -6687704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50452 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -6687705.000000 Penalty: 5395.492676
	Iteration 58Q: 3 clusters Score -6687705 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50467 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -6687714.000000 Penalty: 5395.492676
	Iteration 59Q: 3 clusters Score -6687714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50479 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -6687724.000000 Penalty: 5395.492676
	Iteration 60F: 3 clusters Score -6687724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50486 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -6687727.000000 Penalty: 5395.492676
	Iteration 61Q: 3 clusters Score -6687727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50489 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -6687724.500000 Penalty: 5395.492676
	Iteration 62Q: 3 clusters Score -6687724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50492 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -6687725.500000 Penalty: 5395.492676
	Iteration 63Q: 3 clusters Score -6687726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50494 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -6687716.000000 Penalty: 5395.492676
	Iteration 64Q: 3 clusters Score -6687716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50495 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -6687716.000000 Penalty: 5395.492676
	Iteration 65Q: 3 clusters Score -6687716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50495 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -6687716.000000 Penalty: 5395.492676
	Iteration 66F: 3 clusters Score -6687716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Entering Unmasked Estep 
Score: -625621.250000 Penalty: 2115.173096
	Iteration 0F: 2 clusters Score -625621.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -621048.062500 Penalty: 4230.346191
	Iteration 0F: 3 clusters Score -621048.1 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -622138.125000 Penalty: 4230.346191
	Iteration 1F: 3 clusters Score -622138.1 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -622412.875000 Penalty: 4230.346191
	Iteration 2F: 3 clusters Score -622412.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -622639.937500 Penalty: 4230.346191
	Iteration 3F: 3 clusters Score -622639.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -622831.625000 Penalty: 4230.346191
	Iteration 4Q: 3 clusters Score -622831.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -623042.125000 Penalty: 4230.346191
	Iteration 5Q: 3 clusters Score -623042.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -623274.750000 Penalty: 4230.346191
	Iteration 6F: 3 clusters Score -623274.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -623521.500000 Penalty: 4230.346191
	Iteration 7F: 3 clusters Score -623521.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -623719.062500 Penalty: 4230.346191
	Iteration 8Q: 3 clusters Score -623719.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -623858.312500 Penalty: 4230.346191
	Iteration 9Q: 3 clusters Score -623858.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -623965.937500 Penalty: 4230.346191
	Iteration 10Q: 3 clusters Score -623965.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -624053.437500 Penalty: 4230.346191
	Iteration 11Q: 3 clusters Score -624053.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -624127.312500 Penalty: 4230.346191
	Iteration 12Q: 3 clusters Score -624127.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -624188.625000 Penalty: 4230.346191
	Iteration 13Q: 3 clusters Score -624188.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -624233.687500 Penalty: 4230.346191
	Iteration 14Q: 3 clusters Score -624233.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -624263.875000 Penalty: 4230.346191
	Iteration 15Q: 3 clusters Score -624263.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -624281.500000 Penalty: 4230.346191
	Iteration 16Q: 3 clusters Score -624281.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -624296.437500 Penalty: 4230.346191
	Iteration 17Q: 3 clusters Score -624296.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -624303.750000 Penalty: 4230.346191
	Iteration 18Q: 3 clusters Score -624303.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -624313.250000 Penalty: 4230.346191
	Iteration 19Q: 3 clusters Score -624313.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -624321.625000 Penalty: 4230.346191
	Iteration 20F: 3 clusters Score -624321.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -624331.062500 Penalty: 4230.346191
	Iteration 21Q: 3 clusters Score -624331.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -624336.312500 Penalty: 4230.346191
	Iteration 22Q: 3 clusters Score -624336.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -624341.312500 Penalty: 4230.346191
	Iteration 23Q: 3 clusters Score -624341.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -624346.000000 Penalty: 4230.346191
	Iteration 24Q: 3 clusters Score -624346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -624347.375000 Penalty: 4230.346191
	Iteration 25Q: 3 clusters Score -624347.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -624349.062500 Penalty: 4230.346191
	Iteration 26Q: 3 clusters Score -624349.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -624350.312500 Penalty: 4230.346191
	Iteration 27Q: 3 clusters Score -624350.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -624350.875000 Penalty: 4230.346191
	Iteration 28Q: 3 clusters Score -624350.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -624352.687500 Penalty: 4230.346191
	Iteration 29Q: 3 clusters Score -624352.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -624353.000000 Penalty: 4230.346191
	Iteration 30Q: 3 clusters Score -624353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -624355.812500 Penalty: 4230.346191
	Iteration 31Q: 3 clusters Score -624355.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -624355.812500 Penalty: 4230.346191
	Iteration 32F: 3 clusters Score -624355.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Entering Unmasked Estep 
Score: -2693247.750000 Penalty: 2484.225830
	Iteration 0F: 2 clusters Score -2693248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -2677605.750000 Penalty: 4968.451660
	Iteration 0F: 3 clusters Score -2677606 nChanged 9946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -2682842.750000 Penalty: 4968.451660
	Iteration 1F: 3 clusters Score -2682843 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -2683384.750000 Penalty: 4968.451660
	Iteration 2F: 3 clusters Score -2683385 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -2683943.750000 Penalty: 4968.451660
	Iteration 3F: 3 clusters Score -2683944 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -2684610.000000 Penalty: 4968.451660
	Iteration 4F: 3 clusters Score -2684610 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -2685516.500000 Penalty: 4968.451660
	Iteration 5F: 3 clusters Score -2685516 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -2686503.750000 Penalty: 4968.451660
	Iteration 6F: 3 clusters Score -2686504 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -2687509.250000 Penalty: 4968.451660
	Iteration 7F: 3 clusters Score -2687509 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -2688289.250000 Penalty: 4968.451660
	Iteration 8F: 3 clusters Score -2688289 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -2688860.500000 Penalty: 4968.451660
	Iteration 9Q: 3 clusters Score -2688860 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -2689285.250000 Penalty: 4968.451660
	Iteration 10Q: 3 clusters Score -2689285 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -2689638.750000 Penalty: 4968.451660
	Iteration 11Q: 3 clusters Score -2689639 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -2689925.750000 Penalty: 4968.451660
	Iteration 12Q: 3 clusters Score -2689926 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -2690183.750000 Penalty: 4968.451660
	Iteration 13Q: 3 clusters Score -2690184 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -2690415.250000 Penalty: 4968.451660
	Iteration 14Q: 3 clusters Score -2690415 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -2690609.250000 Penalty: 4968.451660
	Iteration 15Q: 3 clusters Score -2690609 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -2690749.000000 Penalty: 4968.451660
	Iteration 16Q: 3 clusters Score -2690749 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -2690852.250000 Penalty: 4968.451660
	Iteration 17Q: 3 clusters Score -2690852 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -2690917.500000 Penalty: 4968.451660
	Iteration 18Q: 3 clusters Score -2690918 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -2690981.500000 Penalty: 4968.451660
	Iteration 19Q: 3 clusters Score -2690982 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -2691010.500000 Penalty: 4968.451660
	Iteration 20F: 3 clusters Score -2691010 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -2691030.000000 Penalty: 4968.451660
	Iteration 21Q: 3 clusters Score -2691030 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -2691045.750000 Penalty: 4968.451660
	Iteration 22Q: 3 clusters Score -2691046 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -2691061.500000 Penalty: 4968.451660
	Iteration 23Q: 3 clusters Score -2691062 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -2691077.250000 Penalty: 4968.451660
	Iteration 24Q: 3 clusters Score -2691077 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -2691094.000000 Penalty: 4968.451660
	Iteration 25Q: 3 clusters Score -2691094 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -2691109.000000 Penalty: 4968.451660
	Iteration 26Q: 3 clusters Score -2691109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -2691119.750000 Penalty: 4968.451660
	Iteration 27Q: 3 clusters Score -2691120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -2691126.000000 Penalty: 4968.451660
	Iteration 28Q: 3 clusters Score -2691126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -2691129.250000 Penalty: 4968.451660
	Iteration 29Q: 3 clusters Score -2691129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -2691133.000000 Penalty: 4968.451660
	Iteration 30Q: 3 clusters Score -2691133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -2691139.750000 Penalty: 4968.451660
	Iteration 31Q: 3 clusters Score -2691140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -2691147.750000 Penalty: 4968.451660
	Iteration 32Q: 3 clusters Score -2691148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -2691147.750000 Penalty: 4968.451660
	Iteration 33Q: 3 clusters Score -2691148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -2691152.000000 Penalty: 4968.451660
	Iteration 34Q: 3 clusters Score -2691152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -2691151.250000 Penalty: 4968.451660
	Iteration 35Q: 3 clusters Score -2691151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -2691150.000000 Penalty: 4968.451660
	Iteration 36Q: 3 clusters Score -2691150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -2691151.000000 Penalty: 4968.451660
	Iteration 37Q: 3 clusters Score -2691151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -2691151.000000 Penalty: 4968.451660
	Iteration 38Q: 3 clusters Score -2691151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -2691150.250000 Penalty: 4968.451660
	Iteration 39Q: 3 clusters Score -2691150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -2691153.750000 Penalty: 4968.451660
	Iteration 40F: 3 clusters Score -2691154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -2691153.500000 Penalty: 4968.451660
	Iteration 41Q: 3 clusters Score -2691154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -2691153.500000 Penalty: 4968.451660
	Iteration 42F: 3 clusters Score -2691154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Entering Unmasked Estep 
Score: -1493594.000000 Penalty: 2327.783691
	Iteration 0F: 2 clusters Score -1493594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1484720.625000 Penalty: 4655.567383
	Iteration 0F: 3 clusters Score -1484721 nChanged 5050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1487431.125000 Penalty: 4655.567383
	Iteration 1F: 3 clusters Score -1487431 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1487808.000000 Penalty: 4655.567383
	Iteration 2F: 3 clusters Score -1487808 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1488133.000000 Penalty: 4655.567383
	Iteration 3F: 3 clusters Score -1488133 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1488474.375000 Penalty: 4655.567383
	Iteration 4F: 3 clusters Score -1488474 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1488825.125000 Penalty: 4655.567383
	Iteration 5F: 3 clusters Score -1488825 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1489144.750000 Penalty: 4655.567383
	Iteration 6Q: 3 clusters Score -1489145 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1489476.750000 Penalty: 4655.567383
	Iteration 7Q: 3 clusters Score -1489477 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1489873.625000 Penalty: 4655.567383
	Iteration 8Q: 3 clusters Score -1489874 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -1490263.000000 Penalty: 4655.567383
	Iteration 9Q: 3 clusters Score -1490263 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1490573.875000 Penalty: 4655.567383
	Iteration 10Q: 3 clusters Score -1490574 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1490810.125000 Penalty: 4655.567383
	Iteration 11Q: 3 clusters Score -1490810 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1491012.500000 Penalty: 4655.567383
	Iteration 12Q: 3 clusters Score -1491012 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -1491179.250000 Penalty: 4655.567383
	Iteration 13Q: 3 clusters Score -1491179 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -1491303.500000 Penalty: 4655.567383
	Iteration 14Q: 3 clusters Score -1491304 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1491403.625000 Penalty: 4655.567383
	Iteration 15Q: 3 clusters Score -1491404 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1491474.375000 Penalty: 4655.567383
	Iteration 16Q: 3 clusters Score -1491474 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1491529.625000 Penalty: 4655.567383
	Iteration 17Q: 3 clusters Score -1491530 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -1491578.375000 Penalty: 4655.567383
	Iteration 18Q: 3 clusters Score -1491578 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1491607.375000 Penalty: 4655.567383
	Iteration 19Q: 3 clusters Score -1491607 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -1491645.375000 Penalty: 4655.567383
	Iteration 20F: 3 clusters Score -1491645 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1491676.250000 Penalty: 4655.567383
	Iteration 21Q: 3 clusters Score -1491676 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1491698.375000 Penalty: 4655.567383
	Iteration 22Q: 3 clusters Score -1491698 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1491715.375000 Penalty: 4655.567383
	Iteration 23Q: 3 clusters Score -1491715 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1491734.250000 Penalty: 4655.567383
	Iteration 24Q: 3 clusters Score -1491734 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1491747.500000 Penalty: 4655.567383
	Iteration 25Q: 3 clusters Score -1491748 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1491774.000000 Penalty: 4655.567383
	Iteration 26Q: 3 clusters Score -1491774 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1491782.125000 Penalty: 4655.567383
	Iteration 27Q: 3 clusters Score -1491782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -1491790.375000 Penalty: 4655.567383
	Iteration 28Q: 3 clusters Score -1491790 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1491797.000000 Penalty: 4655.567383
	Iteration 29Q: 3 clusters Score -1491797 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -1491799.000000 Penalty: 4655.567383
	Iteration 30Q: 3 clusters Score -1491799 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1491803.625000 Penalty: 4655.567383
	Iteration 31Q: 3 clusters Score -1491804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1491806.875000 Penalty: 4655.567383
	Iteration 32Q: 3 clusters Score -1491807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -1491810.500000 Penalty: 4655.567383
	Iteration 33Q: 3 clusters Score -1491810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1491812.250000 Penalty: 4655.567383
	Iteration 34Q: 3 clusters Score -1491812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1491817.875000 Penalty: 4655.567383
	Iteration 35Q: 3 clusters Score -1491818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1491819.250000 Penalty: 4655.567383
	Iteration 36Q: 3 clusters Score -1491819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1491824.125000 Penalty: 4655.567383
	Iteration 37Q: 3 clusters Score -1491824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1491829.375000 Penalty: 4655.567383
	Iteration 38Q: 3 clusters Score -1491829 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1491828.875000 Penalty: 4655.567383
	Iteration 39Q: 3 clusters Score -1491829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1491833.250000 Penalty: 4655.567383
	Iteration 40F: 3 clusters Score -1491833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1491836.500000 Penalty: 4655.567383
	Iteration 41Q: 3 clusters Score -1491836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1491840.000000 Penalty: 4655.567383
	Iteration 42Q: 3 clusters Score -1491840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1491842.625000 Penalty: 4655.567383
	Iteration 43Q: 3 clusters Score -1491843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1491844.500000 Penalty: 4655.567383
	Iteration 44Q: 3 clusters Score -1491844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -1491845.000000 Penalty: 4655.567383
	Iteration 45Q: 3 clusters Score -1491845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1491844.375000 Penalty: 4655.567383
	Iteration 46Q: 3 clusters Score -1491844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1491844.250000 Penalty: 4655.567383
	Iteration 47Q: 3 clusters Score -1491844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1491847.250000 Penalty: 4655.567383
	Iteration 48Q: 3 clusters Score -1491847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1491848.750000 Penalty: 4655.567383
	Iteration 49Q: 3 clusters Score -1491849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1491849.125000 Penalty: 4655.567383
	Iteration 50Q: 3 clusters Score -1491849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1491851.625000 Penalty: 4655.567383
	Iteration 51Q: 3 clusters Score -1491852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1491854.625000 Penalty: 4655.567383
	Iteration 52Q: 3 clusters Score -1491855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -1491855.500000 Penalty: 4655.567383
	Iteration 53Q: 3 clusters Score -1491856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -1491858.000000 Penalty: 4655.567383
	Iteration 54Q: 3 clusters Score -1491858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -1491859.000000 Penalty: 4655.567383
	Iteration 55Q: 3 clusters Score -1491859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1491860.250000 Penalty: 4655.567383
	Iteration 56Q: 3 clusters Score -1491860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1491861.000000 Penalty: 4655.567383
	Iteration 57Q: 3 clusters Score -1491861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -1491864.000000 Penalty: 4655.567383
	Iteration 58Q: 3 clusters Score -1491864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1491866.125000 Penalty: 4655.567383
	Iteration 59Q: 3 clusters Score -1491866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1491867.375000 Penalty: 4655.567383
	Iteration 60F: 3 clusters Score -1491867 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1491869.125000 Penalty: 4655.567383
	Iteration 61Q: 3 clusters Score -1491869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -1491870.750000 Penalty: 4655.567383
	Iteration 62Q: 3 clusters Score -1491871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1491872.375000 Penalty: 4655.567383
	Iteration 63Q: 3 clusters Score -1491872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1491872.750000 Penalty: 4655.567383
	Iteration 64Q: 3 clusters Score -1491873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1491870.125000 Penalty: 4655.567383
	Iteration 65Q: 3 clusters Score -1491870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1491870.875000 Penalty: 4655.567383
	Iteration 66Q: 3 clusters Score -1491871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1491870.250000 Penalty: 4655.567383
	Iteration 67Q: 3 clusters Score -1491870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1491871.000000 Penalty: 4655.567383
	Iteration 68Q: 3 clusters Score -1491871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1491871.000000 Penalty: 4655.567383
	Iteration 69F: 3 clusters Score -1491871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -82052.640625 Penalty: 1625.021973
	Iteration 0F: 2 clusters Score -82052.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -80398.445312 Penalty: 3250.043945
	Iteration 0F: 3 clusters Score -80398.45 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -80621.125000 Penalty: 3250.043945
	Iteration 1F: 3 clusters Score -80621.12 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -80703.171875 Penalty: 3250.043945
	Iteration 2F: 3 clusters Score -80703.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -80723.289062 Penalty: 3250.043945
	Iteration 3Q: 3 clusters Score -80723.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -80729.718750 Penalty: 3250.043945
	Iteration 4Q: 3 clusters Score -80729.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -80732.382812 Penalty: 3250.043945
	Iteration 5Q: 3 clusters Score -80732.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -80733.593750 Penalty: 3250.043945
	Iteration 6Q: 3 clusters Score -80733.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -80735.640625 Penalty: 3250.043945
	Iteration 7Q: 3 clusters Score -80735.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -80737.031250 Penalty: 3250.043945
	Iteration 8Q: 3 clusters Score -80737.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -80737.437500 Penalty: 3250.043945
	Iteration 9Q: 3 clusters Score -80737.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -80737.437500 Penalty: 3250.043945
	Iteration 10F: 3 clusters Score -80737.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Entering Unmasked Estep 
Score: -120329.195312 Penalty: 1723.802002
	Iteration 0F: 2 clusters Score -120329.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -118413.796875 Penalty: 3447.604004
	Iteration 0F: 3 clusters Score -118413.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -118781.664062 Penalty: 3447.604004
	Iteration 1F: 3 clusters Score -118781.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -118913.382812 Penalty: 3447.604004
	Iteration 2F: 3 clusters Score -118913.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -118985.671875 Penalty: 3447.604004
	Iteration 3Q: 3 clusters Score -118985.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -119010.132812 Penalty: 3447.604004
	Iteration 4Q: 3 clusters Score -119010.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -119026.328125 Penalty: 3447.604004
	Iteration 5Q: 3 clusters Score -119026.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -119036.195312 Penalty: 3447.604004
	Iteration 6Q: 3 clusters Score -119036.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -119038.640625 Penalty: 3447.604004
	Iteration 7Q: 3 clusters Score -119038.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -119041.468750 Penalty: 3447.604004
	Iteration 8Q: 3 clusters Score -119041.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -119044.726562 Penalty: 3447.604004
	Iteration 9Q: 3 clusters Score -119044.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -119048.875000 Penalty: 3447.604004
	Iteration 10Q: 3 clusters Score -119048.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -119052.804688 Penalty: 3447.604004
	Iteration 11Q: 3 clusters Score -119052.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -119054.578125 Penalty: 3447.604004
	Iteration 12Q: 3 clusters Score -119054.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -119056.390625 Penalty: 3447.604004
	Iteration 13Q: 3 clusters Score -119056.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -119056.914062 Penalty: 3447.604004
	Iteration 14Q: 3 clusters Score -119056.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -119057.203125 Penalty: 3447.604004
	Iteration 15Q: 3 clusters Score -119057.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -119057.437500 Penalty: 3447.604004
	Iteration 16Q: 3 clusters Score -119057.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -119057.437500 Penalty: 3447.604004
	Iteration 17F: 3 clusters Score -119057.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Entering Unmasked Estep 
Score: -709104.625000 Penalty: 2140.767578
	Iteration 0F: 2 clusters Score -709104.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -704237.312500 Penalty: 4281.535156
	Iteration 0F: 3 clusters Score -704237.3 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -705386.375000 Penalty: 4281.535156
	Iteration 1F: 3 clusters Score -705386.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -705632.000000 Penalty: 4281.535156
	Iteration 2F: 3 clusters Score -705632 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -705754.312500 Penalty: 4281.535156
	Iteration 3Q: 3 clusters Score -705754.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -705835.562500 Penalty: 4281.535156
	Iteration 4Q: 3 clusters Score -705835.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -705920.062500 Penalty: 4281.535156
	Iteration 5Q: 3 clusters Score -705920.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -706008.000000 Penalty: 4281.535156
	Iteration 6Q: 3 clusters Score -706008 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -706092.937500 Penalty: 4281.535156
	Iteration 7Q: 3 clusters Score -706092.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -706183.687500 Penalty: 4281.535156
	Iteration 8Q: 3 clusters Score -706183.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -706281.687500 Penalty: 4281.535156
	Iteration 9Q: 3 clusters Score -706281.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -706360.437500 Penalty: 4281.535156
	Iteration 10Q: 3 clusters Score -706360.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -706443.625000 Penalty: 4281.535156
	Iteration 11Q: 3 clusters Score -706443.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -706538.375000 Penalty: 4281.535156
	Iteration 12Q: 3 clusters Score -706538.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -706644.812500 Penalty: 4281.535156
	Iteration 13Q: 3 clusters Score -706644.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -706745.437500 Penalty: 4281.535156
	Iteration 14Q: 3 clusters Score -706745.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -706821.125000 Penalty: 4281.535156
	Iteration 15Q: 3 clusters Score -706821.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -706868.687500 Penalty: 4281.535156
	Iteration 16Q: 3 clusters Score -706868.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -706929.562500 Penalty: 4281.535156
	Iteration 17Q: 3 clusters Score -706929.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -706985.562500 Penalty: 4281.535156
	Iteration 18Q: 3 clusters Score -706985.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -707020.937500 Penalty: 4281.535156
	Iteration 19Q: 3 clusters Score -707020.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -707045.937500 Penalty: 4281.535156
	Iteration 20F: 3 clusters Score -707045.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -707071.000000 Penalty: 4281.535156
	Iteration 21Q: 3 clusters Score -707071 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -707092.062500 Penalty: 4281.535156
	Iteration 22Q: 3 clusters Score -707092.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -707113.312500 Penalty: 4281.535156
	Iteration 23Q: 3 clusters Score -707113.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -707128.500000 Penalty: 4281.535156
	Iteration 24Q: 3 clusters Score -707128.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -707141.312500 Penalty: 4281.535156
	Iteration 25Q: 3 clusters Score -707141.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -707163.250000 Penalty: 4281.535156
	Iteration 26Q: 3 clusters Score -707163.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -707169.937500 Penalty: 4281.535156
	Iteration 27Q: 3 clusters Score -707169.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -707181.812500 Penalty: 4281.535156
	Iteration 28Q: 3 clusters Score -707181.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -707190.750000 Penalty: 4281.535156
	Iteration 29Q: 3 clusters Score -707190.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -707199.625000 Penalty: 4281.535156
	Iteration 30Q: 3 clusters Score -707199.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -707219.750000 Penalty: 4281.535156
	Iteration 31Q: 3 clusters Score -707219.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -707230.437500 Penalty: 4281.535156
	Iteration 32Q: 3 clusters Score -707230.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -707235.937500 Penalty: 4281.535156
	Iteration 33Q: 3 clusters Score -707235.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -707241.375000 Penalty: 4281.535156
	Iteration 34Q: 3 clusters Score -707241.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -707245.062500 Penalty: 4281.535156
	Iteration 35Q: 3 clusters Score -707245.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -707249.375000 Penalty: 4281.535156
	Iteration 36Q: 3 clusters Score -707249.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -707251.875000 Penalty: 4281.535156
	Iteration 37Q: 3 clusters Score -707251.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -707253.750000 Penalty: 4281.535156
	Iteration 38Q: 3 clusters Score -707253.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -707256.125000 Penalty: 4281.535156
	Iteration 39Q: 3 clusters Score -707256.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -707259.312500 Penalty: 4281.535156
	Iteration 40F: 3 clusters Score -707259.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (19074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Entering Unmasked Estep 
Score: -2395939.000000 Penalty: 2444.308105
	Iteration 0F: 2 clusters Score -2395939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -2382360.000000 Penalty: 4888.616211
	Iteration 0F: 3 clusters Score -2382360 nChanged 8457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -2386984.750000 Penalty: 4888.616211
	Iteration 1F: 3 clusters Score -2386985 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -2387492.250000 Penalty: 4888.616211
	Iteration 2F: 3 clusters Score -2387492 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -2387989.250000 Penalty: 4888.616211
	Iteration 3F: 3 clusters Score -2387989 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -2388563.000000 Penalty: 4888.616211
	Iteration 4F: 3 clusters Score -2388563 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -2389300.000000 Penalty: 4888.616211
	Iteration 5F: 3 clusters Score -2389300 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -2390176.750000 Penalty: 4888.616211
	Iteration 6F: 3 clusters Score -2390177 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -2391217.750000 Penalty: 4888.616211
	Iteration 7F: 3 clusters Score -2391218 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -2392208.500000 Penalty: 4888.616211
	Iteration 8F: 3 clusters Score -2392208 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -2392960.250000 Penalty: 4888.616211
	Iteration 9Q: 3 clusters Score -2392960 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -2393408.000000 Penalty: 4888.616211
	Iteration 10Q: 3 clusters Score -2393408 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -2393619.250000 Penalty: 4888.616211
	Iteration 11Q: 3 clusters Score -2393619 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -2393735.500000 Penalty: 4888.616211
	Iteration 12Q: 3 clusters Score -2393736 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -2393824.750000 Penalty: 4888.616211
	Iteration 13Q: 3 clusters Score -2393825 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2393889.250000 Penalty: 4888.616211
	Iteration 14Q: 3 clusters Score -2393889 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2393938.000000 Penalty: 4888.616211
	Iteration 15Q: 3 clusters Score -2393938 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -2393981.000000 Penalty: 4888.616211
	Iteration 16Q: 3 clusters Score -2393981 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2394009.000000 Penalty: 4888.616211
	Iteration 17Q: 3 clusters Score -2394009 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2394021.250000 Penalty: 4888.616211
	Iteration 18Q: 3 clusters Score -2394021 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2394035.500000 Penalty: 4888.616211
	Iteration 19Q: 3 clusters Score -2394036 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2394047.250000 Penalty: 4888.616211
	Iteration 20F: 3 clusters Score -2394047 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2394055.500000 Penalty: 4888.616211
	Iteration 21Q: 3 clusters Score -2394056 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2394079.000000 Penalty: 4888.616211
	Iteration 22Q: 3 clusters Score -2394079 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2394083.000000 Penalty: 4888.616211
	Iteration 23Q: 3 clusters Score -2394083 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2394085.250000 Penalty: 4888.616211
	Iteration 24Q: 3 clusters Score -2394085 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2394095.500000 Penalty: 4888.616211
	Iteration 25Q: 3 clusters Score -2394096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2394096.500000 Penalty: 4888.616211
	Iteration 26Q: 3 clusters Score -2394096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -2394102.750000 Penalty: 4888.616211
	Iteration 27Q: 3 clusters Score -2394103 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -2394105.250000 Penalty: 4888.616211
	Iteration 28Q: 3 clusters Score -2394105 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2394110.250000 Penalty: 4888.616211
	Iteration 29Q: 3 clusters Score -2394110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2394110.250000 Penalty: 4888.616211
	Iteration 30Q: 3 clusters Score -2394110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2394111.000000 Penalty: 4888.616211
	Iteration 31Q: 3 clusters Score -2394111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2394113.500000 Penalty: 4888.616211
	Iteration 32Q: 3 clusters Score -2394114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -2394111.000000 Penalty: 4888.616211
	Iteration 33Q: 3 clusters Score -2394111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2394113.500000 Penalty: 4888.616211
	Iteration 34Q: 3 clusters Score -2394114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2394112.250000 Penalty: 4888.616211
	Iteration 35Q: 3 clusters Score -2394112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2394111.000000 Penalty: 4888.616211
	Iteration 36Q: 3 clusters Score -2394111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2394112.750000 Penalty: 4888.616211
	Iteration 37Q: 3 clusters Score -2394113 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2394115.250000 Penalty: 4888.616211
	Iteration 38Q: 3 clusters Score -2394115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2394119.000000 Penalty: 4888.616211
	Iteration 39Q: 3 clusters Score -2394119 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2394118.250000 Penalty: 4888.616211
	Iteration 40F: 3 clusters Score -2394118 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2394121.750000 Penalty: 4888.616211
	Iteration 41Q: 3 clusters Score -2394122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2394122.250000 Penalty: 4888.616211
	Iteration 42Q: 3 clusters Score -2394122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2394126.500000 Penalty: 4888.616211
	Iteration 43Q: 3 clusters Score -2394126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2394132.250000 Penalty: 4888.616211
	Iteration 44Q: 3 clusters Score -2394132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2394136.000000 Penalty: 4888.616211
	Iteration 45Q: 3 clusters Score -2394136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2394144.000000 Penalty: 4888.616211
	Iteration 46Q: 3 clusters Score -2394144 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2394149.500000 Penalty: 4888.616211
	Iteration 47Q: 3 clusters Score -2394150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2394148.000000 Penalty: 4888.616211
	Iteration 48Q: 3 clusters Score -2394148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2394149.000000 Penalty: 4888.616211
	Iteration 49Q: 3 clusters Score -2394149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2394148.500000 Penalty: 4888.616211
	Iteration 50Q: 3 clusters Score -2394148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2394150.000000 Penalty: 4888.616211
	Iteration 51Q: 3 clusters Score -2394150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2394151.250000 Penalty: 4888.616211
	Iteration 52Q: 3 clusters Score -2394151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2394153.000000 Penalty: 4888.616211
	Iteration 53Q: 3 clusters Score -2394153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2394155.750000 Penalty: 4888.616211
	Iteration 54Q: 3 clusters Score -2394156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2394154.250000 Penalty: 4888.616211
	Iteration 55Q: 3 clusters Score -2394154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2394155.750000 Penalty: 4888.616211
	Iteration 56Q: 3 clusters Score -2394156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2394157.250000 Penalty: 4888.616211
	Iteration 57Q: 3 clusters Score -2394157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2394158.500000 Penalty: 4888.616211
	Iteration 58Q: 3 clusters Score -2394158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2394158.500000 Penalty: 4888.616211
	Iteration 59Q: 3 clusters Score -2394158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2394164.000000 Penalty: 4888.616211
	Iteration 60F: 3 clusters Score -2394164 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2394176.750000 Penalty: 4888.616211
	Iteration 61Q: 3 clusters Score -2394177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2394170.750000 Penalty: 4888.616211
	Iteration 62Q: 3 clusters Score -2394171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2394173.000000 Penalty: 4888.616211
	Iteration 63Q: 3 clusters Score -2394173 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2394177.250000 Penalty: 4888.616211
	Iteration 64Q: 3 clusters Score -2394177 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2394177.750000 Penalty: 4888.616211
	Iteration 65Q: 3 clusters Score -2394178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2394192.000000 Penalty: 4888.616211
	Iteration 66Q: 3 clusters Score -2394192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2394195.250000 Penalty: 4888.616211
	Iteration 67Q: 3 clusters Score -2394195 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2394198.500000 Penalty: 4888.616211
	Iteration 68Q: 3 clusters Score -2394198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2394198.250000 Penalty: 4888.616211
	Iteration 69Q: 3 clusters Score -2394198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2394201.500000 Penalty: 4888.616211
	Iteration 70Q: 3 clusters Score -2394202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2394200.750000 Penalty: 4888.616211
	Iteration 71Q: 3 clusters Score -2394201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2394205.000000 Penalty: 4888.616211
	Iteration 72Q: 3 clusters Score -2394205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2394204.500000 Penalty: 4888.616211
	Iteration 73Q: 3 clusters Score -2394204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2394204.750000 Penalty: 4888.616211
	Iteration 74Q: 3 clusters Score -2394205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2394209.000000 Penalty: 4888.616211
	Iteration 75Q: 3 clusters Score -2394209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2394215.500000 Penalty: 4888.616211
	Iteration 76Q: 3 clusters Score -2394216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2394215.500000 Penalty: 4888.616211
	Iteration 77Q: 3 clusters Score -2394216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2394216.000000 Penalty: 4888.616211
	Iteration 78Q: 3 clusters Score -2394216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2394218.000000 Penalty: 4888.616211
	Iteration 79Q: 3 clusters Score -2394218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2394216.000000 Penalty: 4888.616211
	Iteration 80F: 3 clusters Score -2394216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2394214.500000 Penalty: 4888.616211
	Iteration 81Q: 3 clusters Score -2394214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2394214.500000 Penalty: 4888.616211
	Iteration 82Q: 3 clusters Score -2394214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2394214.500000 Penalty: 4888.616211
	Iteration 83F: 3 clusters Score -2394214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (47147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47147 members 
Entering Unmasked Estep 
Score: -5947048.500000 Penalty: 2668.734375
	Iteration 0F: 2 clusters Score -5947048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -5915098.000000 Penalty: 5337.468750
	Iteration 0F: 3 clusters Score -5915098 nChanged 21887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -5927486.000000 Penalty: 5337.468750
	Iteration 1F: 3 clusters Score -5927486 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -5928237.500000 Penalty: 5337.468750
	Iteration 2Q: 3 clusters Score -5928238 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28779 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -5929276.500000 Penalty: 5337.468750
	Iteration 3Q: 3 clusters Score -5929276 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31272 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -5930889.000000 Penalty: 5337.468750
	Iteration 4F: 3 clusters Score -5930889 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34455 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -5933323.500000 Penalty: 5337.468750
	Iteration 5F: 3 clusters Score -5933324 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38109 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -5936606.500000 Penalty: 5337.468750
	Iteration 6F: 3 clusters Score -5936606 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41558 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -5939867.000000 Penalty: 5337.468750
	Iteration 7F: 3 clusters Score -5939867 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44047 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -5942260.000000 Penalty: 5337.468750
	Iteration 8F: 3 clusters Score -5942260 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45451 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -5943551.500000 Penalty: 5337.468750
	Iteration 9Q: 3 clusters Score -5943552 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46089 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -5944126.500000 Penalty: 5337.468750
	Iteration 10Q: 3 clusters Score -5944126 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46362 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -5944375.000000 Penalty: 5337.468750
	Iteration 11Q: 3 clusters Score -5944375 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46488 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5944527.000000 Penalty: 5337.468750
	Iteration 12Q: 3 clusters Score -5944527 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46564 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -5944637.000000 Penalty: 5337.468750
	Iteration 13Q: 3 clusters Score -5944637 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46606 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -5944706.500000 Penalty: 5337.468750
	Iteration 14Q: 3 clusters Score -5944706 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46636 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -5944736.000000 Penalty: 5337.468750
	Iteration 15Q: 3 clusters Score -5944736 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46651 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5944755.000000 Penalty: 5337.468750
	Iteration 16Q: 3 clusters Score -5944755 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46662 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5944763.000000 Penalty: 5337.468750
	Iteration 17Q: 3 clusters Score -5944763 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46667 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5944783.500000 Penalty: 5337.468750
	Iteration 18Q: 3 clusters Score -5944784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46672 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -5944799.500000 Penalty: 5337.468750
	Iteration 19Q: 3 clusters Score -5944800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46674 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5944815.500000 Penalty: 5337.468750
	Iteration 20F: 3 clusters Score -5944816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46673 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -5944823.500000 Penalty: 5337.468750
	Iteration 21Q: 3 clusters Score -5944824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46681 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -5944834.000000 Penalty: 5337.468750
	Iteration 22Q: 3 clusters Score -5944834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46683 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -5944843.500000 Penalty: 5337.468750
	Iteration 23Q: 3 clusters Score -5944844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46689 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -5944844.000000 Penalty: 5337.468750
	Iteration 24Q: 3 clusters Score -5944844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46690 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -5944855.000000 Penalty: 5337.468750
	Iteration 25Q: 3 clusters Score -5944855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46692 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -5944858.500000 Penalty: 5337.468750
	Iteration 26Q: 3 clusters Score -5944858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46696 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -5944857.000000 Penalty: 5337.468750
	Iteration 27Q: 3 clusters Score -5944857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46698 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -5944856.000000 Penalty: 5337.468750
	Iteration 28Q: 3 clusters Score -5944856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46699 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5944855.500000 Penalty: 5337.468750
	Iteration 29Q: 3 clusters Score -5944856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46699 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5944855.500000 Penalty: 5337.468750
	Iteration 30F: 3 clusters Score -5944856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (236324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236324 members 
Entering Unmasked Estep 
Score: -29327888.000000 Penalty: 3068.493896
	Iteration 0F: 2 clusters Score -2.932789e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118215 members 
Mstep: Class 2 contains 118109 members 
Entering Unmasked Estep 
Score: -29179320.000000 Penalty: 6136.987793
	Iteration 0F: 3 clusters Score -2.917932e+07 nChanged 113869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116878 members 
Mstep: Class 2 contains 119446 members 
Entering Unmasked Estep 
Score: -29245848.000000 Penalty: 6136.987793
	Iteration 1F: 3 clusters Score -2.924585e+07 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116333 members 
Mstep: Class 2 contains 119991 members 
Entering Unmasked Estep 
Score: -29246424.000000 Penalty: 6136.987793
	Iteration 2Q: 3 clusters Score -2.924642e+07 nChanged 5073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115566 members 
Mstep: Class 2 contains 120758 members 
Entering Unmasked Estep 
Score: -29247244.000000 Penalty: 6136.987793
	Iteration 3Q: 3 clusters Score -2.924724e+07 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114496 members 
Mstep: Class 2 contains 121828 members 
Entering Unmasked Estep 
Score: -29248258.000000 Penalty: 6136.987793
	Iteration 4Q: 3 clusters Score -2.924826e+07 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112942 members 
Mstep: Class 2 contains 123382 members 
Entering Unmasked Estep 
Score: -29249290.000000 Penalty: 6136.987793
	Iteration 5Q: 3 clusters Score -2.924929e+07 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110667 members 
Mstep: Class 2 contains 125657 members 
Entering Unmasked Estep 
Score: -29250578.000000 Penalty: 6136.987793
	Iteration 6Q: 3 clusters Score -2.925058e+07 nChanged 6903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107606 members 
Mstep: Class 2 contains 128718 members 
Entering Unmasked Estep 
Score: -29252850.000000 Penalty: 6136.987793
	Iteration 7Q: 3 clusters Score -2.925285e+07 nChanged 7953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103333 members 
Mstep: Class 2 contains 132991 members 
Entering Unmasked Estep 
Score: -29255676.000000 Penalty: 6136.987793
	Iteration 8Q: 3 clusters Score -2.925568e+07 nChanged 9435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97282 members 
Mstep: Class 2 contains 139042 members 
Entering Unmasked Estep 
Score: -29259818.000000 Penalty: 6136.987793
	Iteration 9Q: 3 clusters Score -2.925982e+07 nChanged 10961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89609 members 
Mstep: Class 2 contains 146715 members 
Entering Unmasked Estep 
Score: -29266174.000000 Penalty: 6136.987793
	Iteration 10Q: 3 clusters Score -2.926617e+07 nChanged 12737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80706 members 
Mstep: Class 2 contains 155618 members 
Entering Unmasked Estep 
Score: -29275230.000000 Penalty: 6136.987793
	Iteration 11F: 3 clusters Score -2.927523e+07 nChanged 13938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72244 members 
Mstep: Class 2 contains 164080 members 
Entering Unmasked Estep 
Score: -29286560.000000 Penalty: 6136.987793
	Iteration 12F: 3 clusters Score -2.928656e+07 nChanged 13884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66090 members 
Mstep: Class 2 contains 170234 members 
Entering Unmasked Estep 
Score: -29297290.000000 Penalty: 6136.987793
	Iteration 13F: 3 clusters Score -2.929729e+07 nChanged 11684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62434 members 
Mstep: Class 2 contains 173890 members 
Entering Unmasked Estep 
Score: -29303524.000000 Penalty: 6136.987793
	Iteration 14Q: 3 clusters Score -2.930352e+07 nChanged 7679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59671 members 
Mstep: Class 2 contains 176653 members 
Entering Unmasked Estep 
Score: -29305858.000000 Penalty: 6136.987793
	Iteration 15Q: 3 clusters Score -2.930586e+07 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56926 members 
Mstep: Class 2 contains 179398 members 
Entering Unmasked Estep 
Score: -29306928.000000 Penalty: 6136.987793
	Iteration 16Q: 3 clusters Score -2.930693e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54187 members 
Mstep: Class 2 contains 182137 members 
Entering Unmasked Estep 
Score: -29307646.000000 Penalty: 6136.987793
	Iteration 17Q: 3 clusters Score -2.930765e+07 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51459 members 
Mstep: Class 2 contains 184865 members 
Entering Unmasked Estep 
Score: -29308080.000000 Penalty: 6136.987793
	Iteration 18Q: 3 clusters Score -2.930808e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48717 members 
Mstep: Class 2 contains 187607 members 
Entering Unmasked Estep 
Score: -29308708.000000 Penalty: 6136.987793
	Iteration 19Q: 3 clusters Score -2.930871e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45849 members 
Mstep: Class 2 contains 190475 members 
Entering Unmasked Estep 
Score: -29309498.000000 Penalty: 6136.987793
	Iteration 20F: 3 clusters Score -2.93095e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42888 members 
Mstep: Class 2 contains 193436 members 
Entering Unmasked Estep 
Score: -29310242.000000 Penalty: 6136.987793
	Iteration 21Q: 3 clusters Score -2.931024e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39981 members 
Mstep: Class 2 contains 196343 members 
Entering Unmasked Estep 
Score: -29310728.000000 Penalty: 6136.987793
	Iteration 22Q: 3 clusters Score -2.931073e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37165 members 
Mstep: Class 2 contains 199159 members 
Entering Unmasked Estep 
Score: -29311684.000000 Penalty: 6136.987793
	Iteration 23Q: 3 clusters Score -2.931168e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34242 members 
Mstep: Class 2 contains 202082 members 
Entering Unmasked Estep 
Score: -29312588.000000 Penalty: 6136.987793
	Iteration 24Q: 3 clusters Score -2.931259e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 205070 members 
Entering Unmasked Estep 
Score: -29313648.000000 Penalty: 6136.987793
	Iteration 25Q: 3 clusters Score -2.931365e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28265 members 
Mstep: Class 2 contains 208059 members 
Entering Unmasked Estep 
Score: -29314394.000000 Penalty: 6136.987793
	Iteration 26Q: 3 clusters Score -2.931439e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 210979 members 
Entering Unmasked Estep 
Score: -29315230.000000 Penalty: 6136.987793
	Iteration 27Q: 3 clusters Score -2.931523e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 213806 members 
Entering Unmasked Estep 
Score: -29316240.000000 Penalty: 6136.987793
	Iteration 28Q: 3 clusters Score -2.931624e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 216515 members 
Entering Unmasked Estep 
Score: -29316932.000000 Penalty: 6136.987793
	Iteration 29Q: 3 clusters Score -2.931693e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 218971 members 
Entering Unmasked Estep 
Score: -29317958.000000 Penalty: 6136.987793
	Iteration 30Q: 3 clusters Score -2.931796e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 221210 members 
Entering Unmasked Estep 
Score: -29318782.000000 Penalty: 6136.987793
	Iteration 31Q: 3 clusters Score -2.931878e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 223156 members 
Entering Unmasked Estep 
Score: -29319372.000000 Penalty: 6136.987793
	Iteration 32Q: 3 clusters Score -2.931937e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 224848 members 
Entering Unmasked Estep 
Score: -29320140.000000 Penalty: 6136.987793
	Iteration 33Q: 3 clusters Score -2.932014e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 226324 members 
Entering Unmasked Estep 
Score: -29320564.000000 Penalty: 6136.987793
	Iteration 34Q: 3 clusters Score -2.932056e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 227558 members 
Entering Unmasked Estep 
Score: -29321020.000000 Penalty: 6136.987793
	Iteration 35Q: 3 clusters Score -2.932102e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 228677 members 
Entering Unmasked Estep 
Score: -29321422.000000 Penalty: 6136.987793
	Iteration 36Q: 3 clusters Score -2.932142e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 229613 members 
Entering Unmasked Estep 
Score: -29321834.000000 Penalty: 6136.987793
	Iteration 37Q: 3 clusters Score -2.932183e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 230437 members 
Entering Unmasked Estep 
Score: -29322242.000000 Penalty: 6136.987793
	Iteration 38Q: 3 clusters Score -2.932224e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 231131 members 
Entering Unmasked Estep 
Score: -29322632.000000 Penalty: 6136.987793
	Iteration 39Q: 3 clusters Score -2.932263e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 231748 members 
Entering Unmasked Estep 
Score: -29322994.000000 Penalty: 6136.987793
	Iteration 40F: 3 clusters Score -2.932299e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 232289 members 
Entering Unmasked Estep 
Score: -29323312.000000 Penalty: 6136.987793
	Iteration 41Q: 3 clusters Score -2.932331e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 232732 members 
Entering Unmasked Estep 
Score: -29323478.000000 Penalty: 6136.987793
	Iteration 42Q: 3 clusters Score -2.932348e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 233078 members 
Entering Unmasked Estep 
Score: -29323704.000000 Penalty: 6136.987793
	Iteration 43Q: 3 clusters Score -2.93237e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 233372 members 
Entering Unmasked Estep 
Score: -29323822.000000 Penalty: 6136.987793
	Iteration 44Q: 3 clusters Score -2.932382e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 233613 members 
Entering Unmasked Estep 
Score: -29324004.000000 Penalty: 6136.987793
	Iteration 45Q: 3 clusters Score -2.9324e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 233800 members 
Entering Unmasked Estep 
Score: -29324070.000000 Penalty: 6136.987793
	Iteration 46Q: 3 clusters Score -2.932407e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 233984 members 
Entering Unmasked Estep 
Score: -29324144.000000 Penalty: 6136.987793
	Iteration 47Q: 3 clusters Score -2.932414e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 234151 members 
Entering Unmasked Estep 
Score: -29324270.000000 Penalty: 6136.987793
	Iteration 48Q: 3 clusters Score -2.932427e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 234294 members 
Entering Unmasked Estep 
Score: -29324402.000000 Penalty: 6136.987793
	Iteration 49Q: 3 clusters Score -2.93244e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 234409 members 
Entering Unmasked Estep 
Score: -29324444.000000 Penalty: 6136.987793
	Iteration 50Q: 3 clusters Score -2.932444e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 234512 members 
Entering Unmasked Estep 
Score: -29324478.000000 Penalty: 6136.987793
	Iteration 51Q: 3 clusters Score -2.932448e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 234598 members 
Entering Unmasked Estep 
Score: -29324542.000000 Penalty: 6136.987793
	Iteration 52Q: 3 clusters Score -2.932454e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 234667 members 
Entering Unmasked Estep 
Score: -29324590.000000 Penalty: 6136.987793
	Iteration 53Q: 3 clusters Score -2.932459e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 234728 members 
Entering Unmasked Estep 
Score: -29324634.000000 Penalty: 6136.987793
	Iteration 54Q: 3 clusters Score -2.932463e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 234779 members 
Entering Unmasked Estep 
Score: -29324704.000000 Penalty: 6136.987793
	Iteration 55Q: 3 clusters Score -2.93247e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 234821 members 
Entering Unmasked Estep 
Score: -29324722.000000 Penalty: 6136.987793
	Iteration 56Q: 3 clusters Score -2.932472e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 234856 members 
Entering Unmasked Estep 
Score: -29324774.000000 Penalty: 6136.987793
	Iteration 57Q: 3 clusters Score -2.932477e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 234894 members 
Entering Unmasked Estep 
Score: -29324810.000000 Penalty: 6136.987793
	Iteration 58Q: 3 clusters Score -2.932481e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 234926 members 
Entering Unmasked Estep 
Score: -29324826.000000 Penalty: 6136.987793
	Iteration 59Q: 3 clusters Score -2.932483e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 234946 members 
Entering Unmasked Estep 
Score: -29324796.000000 Penalty: 6136.987793
	Iteration 60F: 3 clusters Score -2.93248e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 234966 members 
Entering Unmasked Estep 
Score: -29324822.000000 Penalty: 6136.987793
	Iteration 61Q: 3 clusters Score -2.932482e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 234982 members 
Entering Unmasked Estep 
Score: -29324800.000000 Penalty: 6136.987793
	Iteration 62Q: 3 clusters Score -2.93248e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 234992 members 
Entering Unmasked Estep 
Score: -29324812.000000 Penalty: 6136.987793
	Iteration 63Q: 3 clusters Score -2.932481e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 235001 members 
Entering Unmasked Estep 
Score: -29324854.000000 Penalty: 6136.987793
	Iteration 64Q: 3 clusters Score -2.932485e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 235002 members 
Entering Unmasked Estep 
Score: -29324856.000000 Penalty: 6136.987793
	Iteration 65Q: 3 clusters Score -2.932486e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 235004 members 
Entering Unmasked Estep 
Score: -29324850.000000 Penalty: 6136.987793
	Iteration 66Q: 3 clusters Score -2.932485e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 235006 members 
Entering Unmasked Estep 
Score: -29324854.000000 Penalty: 6136.987793
	Iteration 67Q: 3 clusters Score -2.932485e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 235011 members 
Entering Unmasked Estep 
Score: -29324860.000000 Penalty: 6136.987793
	Iteration 68Q: 3 clusters Score -2.932486e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 235015 members 
Entering Unmasked Estep 
Score: -29324834.000000 Penalty: 6136.987793
	Iteration 69Q: 3 clusters Score -2.932483e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 235017 members 
Entering Unmasked Estep 
Score: -29324844.000000 Penalty: 6136.987793
	Iteration 70Q: 3 clusters Score -2.932484e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 235022 members 
Entering Unmasked Estep 
Score: -29324844.000000 Penalty: 6136.987793
	Iteration 71Q: 3 clusters Score -2.932484e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 235024 members 
Entering Unmasked Estep 
Score: -29324844.000000 Penalty: 6136.987793
	Iteration 72Q: 3 clusters Score -2.932484e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 235025 members 
Entering Unmasked Estep 
Score: -29324850.000000 Penalty: 6136.987793
	Iteration 73Q: 3 clusters Score -2.932485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 235026 members 
Entering Unmasked Estep 
Score: -29324832.000000 Penalty: 6136.987793
	Iteration 74Q: 3 clusters Score -2.932483e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 235026 members 
Entering Unmasked Estep 
Score: -29324832.000000 Penalty: 6136.987793
	Iteration 75F: 3 clusters Score -2.932483e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (114927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114927 members 
Entering Unmasked Estep 
Score: -14414146.000000 Penalty: 2889.709229
	Iteration 0F: 2 clusters Score -1.441415e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57574 members 
Mstep: Class 2 contains 57353 members 
Entering Unmasked Estep 
Score: -14337167.000000 Penalty: 5779.418457
	Iteration 0F: 3 clusters Score -1.433717e+07 nChanged 54544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58264 members 
Mstep: Class 2 contains 56663 members 
Entering Unmasked Estep 
Score: -14368434.000000 Penalty: 5779.418457
	Iteration 1F: 3 clusters Score -1.436843e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58658 members 
Mstep: Class 2 contains 56269 members 
Entering Unmasked Estep 
Score: -14369232.000000 Penalty: 5779.418457
	Iteration 2Q: 3 clusters Score -1.436923e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59234 members 
Mstep: Class 2 contains 55693 members 
Entering Unmasked Estep 
Score: -14369957.000000 Penalty: 5779.418457
	Iteration 3Q: 3 clusters Score -1.436996e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60076 members 
Mstep: Class 2 contains 54851 members 
Entering Unmasked Estep 
Score: -14370704.000000 Penalty: 5779.418457
	Iteration 4Q: 3 clusters Score -1.43707e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61314 members 
Mstep: Class 2 contains 53613 members 
Entering Unmasked Estep 
Score: -14371757.000000 Penalty: 5779.418457
	Iteration 5Q: 3 clusters Score -1.437176e+07 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63254 members 
Mstep: Class 2 contains 51673 members 
Entering Unmasked Estep 
Score: -14373083.000000 Penalty: 5779.418457
	Iteration 6Q: 3 clusters Score -1.437308e+07 nChanged 4460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66140 members 
Mstep: Class 2 contains 48787 members 
Entering Unmasked Estep 
Score: -14374949.000000 Penalty: 5779.418457
	Iteration 7Q: 3 clusters Score -1.437495e+07 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70159 members 
Mstep: Class 2 contains 44768 members 
Entering Unmasked Estep 
Score: -14377376.000000 Penalty: 5779.418457
	Iteration 8Q: 3 clusters Score -1.437738e+07 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75566 members 
Mstep: Class 2 contains 39361 members 
Entering Unmasked Estep 
Score: -14380916.000000 Penalty: 5779.418457
	Iteration 9F: 3 clusters Score -1.438092e+07 nChanged 7137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82359 members 
Mstep: Class 2 contains 32568 members 
Entering Unmasked Estep 
Score: -14385966.000000 Penalty: 5779.418457
	Iteration 10F: 3 clusters Score -1.438597e+07 nChanged 7673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89878 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -14391820.000000 Penalty: 5779.418457
	Iteration 11F: 3 clusters Score -1.439182e+07 nChanged 7125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96925 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -14397548.000000 Penalty: 5779.418457
	Iteration 12F: 3 clusters Score -1.439755e+07 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102598 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -14402322.000000 Penalty: 5779.418457
	Iteration 13Q: 3 clusters Score -1.440232e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106720 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -14405757.000000 Penalty: 5779.418457
	Iteration 14Q: 3 clusters Score -1.440576e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109498 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -14408008.000000 Penalty: 5779.418457
	Iteration 15Q: 3 clusters Score -1.440801e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111323 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -14409476.000000 Penalty: 5779.418457
	Iteration 16Q: 3 clusters Score -1.440948e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112469 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -14410271.000000 Penalty: 5779.418457
	Iteration 17Q: 3 clusters Score -1.441027e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113140 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -14410709.000000 Penalty: 5779.418457
	Iteration 18Q: 3 clusters Score -1.441071e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113546 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -14411010.000000 Penalty: 5779.418457
	Iteration 19Q: 3 clusters Score -1.441101e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113779 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -14411133.000000 Penalty: 5779.418457
	Iteration 20F: 3 clusters Score -1.441113e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113948 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -14411257.000000 Penalty: 5779.418457
	Iteration 21Q: 3 clusters Score -1.441126e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114059 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -14411361.000000 Penalty: 5779.418457
	Iteration 22Q: 3 clusters Score -1.441136e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114137 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -14411388.000000 Penalty: 5779.418457
	Iteration 23Q: 3 clusters Score -1.441139e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114178 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -14411430.000000 Penalty: 5779.418457
	Iteration 24Q: 3 clusters Score -1.441143e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114210 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -14411465.000000 Penalty: 5779.418457
	Iteration 25Q: 3 clusters Score -1.441146e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114238 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -14411486.000000 Penalty: 5779.418457
	Iteration 26Q: 3 clusters Score -1.441149e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114266 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -14411504.000000 Penalty: 5779.418457
	Iteration 27Q: 3 clusters Score -1.44115e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114285 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -14411526.000000 Penalty: 5779.418457
	Iteration 28Q: 3 clusters Score -1.441153e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114296 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -14411536.000000 Penalty: 5779.418457
	Iteration 29Q: 3 clusters Score -1.441154e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114308 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -14411545.000000 Penalty: 5779.418457
	Iteration 30Q: 3 clusters Score -1.441154e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114321 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -14411538.000000 Penalty: 5779.418457
	Iteration 31Q: 3 clusters Score -1.441154e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114332 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -14411561.000000 Penalty: 5779.418457
	Iteration 32Q: 3 clusters Score -1.441156e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114344 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -14411570.000000 Penalty: 5779.418457
	Iteration 33Q: 3 clusters Score -1.441157e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114350 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -14411589.000000 Penalty: 5779.418457
	Iteration 34Q: 3 clusters Score -1.441159e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114361 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -14411591.000000 Penalty: 5779.418457
	Iteration 35Q: 3 clusters Score -1.441159e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114369 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -14411593.000000 Penalty: 5779.418457
	Iteration 36Q: 3 clusters Score -1.441159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114371 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -14411593.000000 Penalty: 5779.418457
	Iteration 37Q: 3 clusters Score -1.441159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114373 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -14411596.000000 Penalty: 5779.418457
	Iteration 38Q: 3 clusters Score -1.44116e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114376 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -14411604.000000 Penalty: 5779.418457
	Iteration 39Q: 3 clusters Score -1.44116e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114380 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -14411607.000000 Penalty: 5779.418457
	Iteration 40F: 3 clusters Score -1.441161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114383 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -14411611.000000 Penalty: 5779.418457
	Iteration 41Q: 3 clusters Score -1.441161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114386 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -14411611.000000 Penalty: 5779.418457
	Iteration 42Q: 3 clusters Score -1.441161e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114386 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -14411609.000000 Penalty: 5779.418457
	Iteration 43Q: 3 clusters Score -1.441161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114389 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -14411617.000000 Penalty: 5779.418457
	Iteration 44Q: 3 clusters Score -1.441162e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114390 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -14411615.000000 Penalty: 5779.418457
	Iteration 45Q: 3 clusters Score -1.441162e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114394 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -14411619.000000 Penalty: 5779.418457
	Iteration 46Q: 3 clusters Score -1.441162e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114399 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -14411618.000000 Penalty: 5779.418457
	Iteration 47Q: 3 clusters Score -1.441162e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114403 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -14411624.000000 Penalty: 5779.418457
	Iteration 48Q: 3 clusters Score -1.441162e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114405 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -14411632.000000 Penalty: 5779.418457
	Iteration 49Q: 3 clusters Score -1.441163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114405 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -14411626.000000 Penalty: 5779.418457
	Iteration 50Q: 3 clusters Score -1.441163e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114406 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -14411635.000000 Penalty: 5779.418457
	Iteration 51Q: 3 clusters Score -1.441164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114409 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -14411656.000000 Penalty: 5779.418457
	Iteration 52Q: 3 clusters Score -1.441166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114410 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -14411646.000000 Penalty: 5779.418457
	Iteration 53Q: 3 clusters Score -1.441165e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114410 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -14411641.000000 Penalty: 5779.418457
	Iteration 54Q: 3 clusters Score -1.441164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114412 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -14411642.000000 Penalty: 5779.418457
	Iteration 55Q: 3 clusters Score -1.441164e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114413 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -14411643.000000 Penalty: 5779.418457
	Iteration 56Q: 3 clusters Score -1.441164e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114415 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -14411649.000000 Penalty: 5779.418457
	Iteration 57Q: 3 clusters Score -1.441165e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114417 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -14411645.000000 Penalty: 5779.418457
	Iteration 58Q: 3 clusters Score -1.441164e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114422 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -14411646.000000 Penalty: 5779.418457
	Iteration 59Q: 3 clusters Score -1.441165e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114424 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -14411644.000000 Penalty: 5779.418457
	Iteration 60F: 3 clusters Score -1.441164e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (169939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169939 members 
Entering Unmasked Estep 
Score: -21162568.000000 Penalty: 2986.712402
	Iteration 0F: 2 clusters Score -2.116257e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85162 members 
Mstep: Class 2 contains 84777 members 
Entering Unmasked Estep 
Score: -21050004.000000 Penalty: 5973.424805
	Iteration 0F: 3 clusters Score -2.105e+07 nChanged 81509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87327 members 
Mstep: Class 2 contains 82612 members 
Entering Unmasked Estep 
Score: -21096912.000000 Penalty: 5973.424805
	Iteration 1F: 3 clusters Score -2.109691e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88855 members 
Mstep: Class 2 contains 81084 members 
Entering Unmasked Estep 
Score: -21098104.000000 Penalty: 5973.424805
	Iteration 2Q: 3 clusters Score -2.10981e+07 nChanged 5162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91187 members 
Mstep: Class 2 contains 78752 members 
Entering Unmasked Estep 
Score: -21099740.000000 Penalty: 5973.424805
	Iteration 3Q: 3 clusters Score -2.109974e+07 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94492 members 
Mstep: Class 2 contains 75447 members 
Entering Unmasked Estep 
Score: -21102032.000000 Penalty: 5973.424805
	Iteration 4Q: 3 clusters Score -2.110203e+07 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99212 members 
Mstep: Class 2 contains 70727 members 
Entering Unmasked Estep 
Score: -21105558.000000 Penalty: 5973.424805
	Iteration 5Q: 3 clusters Score -2.110556e+07 nChanged 8443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105411 members 
Mstep: Class 2 contains 64528 members 
Entering Unmasked Estep 
Score: -21110814.000000 Penalty: 5973.424805
	Iteration 6Q: 3 clusters Score -2.111081e+07 nChanged 9848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112829 members 
Mstep: Class 2 contains 57110 members 
Entering Unmasked Estep 
Score: -21118260.000000 Penalty: 5973.424805
	Iteration 7F: 3 clusters Score -2.111826e+07 nChanged 10408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120601 members 
Mstep: Class 2 contains 49338 members 
Entering Unmasked Estep 
Score: -21126134.000000 Penalty: 5973.424805
	Iteration 8F: 3 clusters Score -2.112613e+07 nChanged 9907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127680 members 
Mstep: Class 2 contains 42259 members 
Entering Unmasked Estep 
Score: -21134126.000000 Penalty: 5973.424805
	Iteration 9F: 3 clusters Score -2.113413e+07 nChanged 8645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133589 members 
Mstep: Class 2 contains 36350 members 
Entering Unmasked Estep 
Score: -21140172.000000 Penalty: 5973.424805
	Iteration 10F: 3 clusters Score -2.114017e+07 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138197 members 
Mstep: Class 2 contains 31742 members 
Entering Unmasked Estep 
Score: -21144066.000000 Penalty: 5973.424805
	Iteration 11Q: 3 clusters Score -2.114407e+07 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142075 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -21146782.000000 Penalty: 5973.424805
	Iteration 12Q: 3 clusters Score -2.114678e+07 nChanged 3980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145525 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -21148634.000000 Penalty: 5973.424805
	Iteration 13Q: 3 clusters Score -2.114863e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148763 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -21150460.000000 Penalty: 5973.424805
	Iteration 14Q: 3 clusters Score -2.115046e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151860 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -21151888.000000 Penalty: 5973.424805
	Iteration 15Q: 3 clusters Score -2.115189e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154858 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -21153314.000000 Penalty: 5973.424805
	Iteration 16Q: 3 clusters Score -2.115331e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157597 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -21154706.000000 Penalty: 5973.424805
	Iteration 17Q: 3 clusters Score -2.115471e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160048 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -21155892.000000 Penalty: 5973.424805
	Iteration 18Q: 3 clusters Score -2.115589e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162128 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -21156868.000000 Penalty: 5973.424805
	Iteration 19Q: 3 clusters Score -2.115687e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163795 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -21157596.000000 Penalty: 5973.424805
	Iteration 20F: 3 clusters Score -2.11576e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165133 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -21158258.000000 Penalty: 5973.424805
	Iteration 21Q: 3 clusters Score -2.115826e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166139 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -21158722.000000 Penalty: 5973.424805
	Iteration 22Q: 3 clusters Score -2.115872e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166916 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -21159072.000000 Penalty: 5973.424805
	Iteration 23Q: 3 clusters Score -2.115907e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167480 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -21159246.000000 Penalty: 5973.424805
	Iteration 24Q: 3 clusters Score -2.115925e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167871 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -21159400.000000 Penalty: 5973.424805
	Iteration 25Q: 3 clusters Score -2.11594e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168173 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -21159602.000000 Penalty: 5973.424805
	Iteration 26Q: 3 clusters Score -2.11596e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168402 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -21159726.000000 Penalty: 5973.424805
	Iteration 27Q: 3 clusters Score -2.115973e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168570 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -21159800.000000 Penalty: 5973.424805
	Iteration 28Q: 3 clusters Score -2.11598e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168686 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -21159820.000000 Penalty: 5973.424805
	Iteration 29Q: 3 clusters Score -2.115982e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168765 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -21159868.000000 Penalty: 5973.424805
	Iteration 30Q: 3 clusters Score -2.115987e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168826 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -21159878.000000 Penalty: 5973.424805
	Iteration 31Q: 3 clusters Score -2.115988e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168875 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -21159926.000000 Penalty: 5973.424805
	Iteration 32Q: 3 clusters Score -2.115993e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168907 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -21159930.000000 Penalty: 5973.424805
	Iteration 33Q: 3 clusters Score -2.115993e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168937 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -21159946.000000 Penalty: 5973.424805
	Iteration 34Q: 3 clusters Score -2.115995e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168967 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -21159934.000000 Penalty: 5973.424805
	Iteration 35Q: 3 clusters Score -2.115993e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168989 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -21159974.000000 Penalty: 5973.424805
	Iteration 36Q: 3 clusters Score -2.115997e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169008 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -21159970.000000 Penalty: 5973.424805
	Iteration 37Q: 3 clusters Score -2.115997e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169022 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -21160006.000000 Penalty: 5973.424805
	Iteration 38Q: 3 clusters Score -2.116001e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169046 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -21160034.000000 Penalty: 5973.424805
	Iteration 39Q: 3 clusters Score -2.116003e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169061 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -21160030.000000 Penalty: 5973.424805
	Iteration 40F: 3 clusters Score -2.116003e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169081 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -21160048.000000 Penalty: 5973.424805
	Iteration 41Q: 3 clusters Score -2.116005e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169092 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -21160064.000000 Penalty: 5973.424805
	Iteration 42Q: 3 clusters Score -2.116006e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169098 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -21160072.000000 Penalty: 5973.424805
	Iteration 43Q: 3 clusters Score -2.116007e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169101 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -21160082.000000 Penalty: 5973.424805
	Iteration 44Q: 3 clusters Score -2.116008e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169105 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -21160090.000000 Penalty: 5973.424805
	Iteration 45Q: 3 clusters Score -2.116009e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169109 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -21160092.000000 Penalty: 5973.424805
	Iteration 46Q: 3 clusters Score -2.116009e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169115 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -21160094.000000 Penalty: 5973.424805
	Iteration 47Q: 3 clusters Score -2.116009e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169121 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -21160084.000000 Penalty: 5973.424805
	Iteration 48Q: 3 clusters Score -2.116008e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169130 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -21160088.000000 Penalty: 5973.424805
	Iteration 49Q: 3 clusters Score -2.116009e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169137 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -21160118.000000 Penalty: 5973.424805
	Iteration 50Q: 3 clusters Score -2.116012e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169140 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -21160122.000000 Penalty: 5973.424805
	Iteration 51Q: 3 clusters Score -2.116012e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169144 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -21160114.000000 Penalty: 5973.424805
	Iteration 52Q: 3 clusters Score -2.116011e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169148 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -21160110.000000 Penalty: 5973.424805
	Iteration 53Q: 3 clusters Score -2.116011e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169153 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -21160108.000000 Penalty: 5973.424805
	Iteration 54Q: 3 clusters Score -2.116011e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169156 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -21160110.000000 Penalty: 5973.424805
	Iteration 55Q: 3 clusters Score -2.116011e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169157 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -21160126.000000 Penalty: 5973.424805
	Iteration 56Q: 3 clusters Score -2.116013e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169158 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -21160126.000000 Penalty: 5973.424805
	Iteration 57Q: 3 clusters Score -2.116013e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169159 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -21160124.000000 Penalty: 5973.424805
	Iteration 58Q: 3 clusters Score -2.116012e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169160 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -21160122.000000 Penalty: 5973.424805
	Iteration 59Q: 3 clusters Score -2.116012e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169161 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -21160114.000000 Penalty: 5973.424805
	Iteration 60F: 3 clusters Score -2.116011e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169160 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -21160118.000000 Penalty: 5973.424805
	Iteration 61Q: 3 clusters Score -2.116012e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169160 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -21160118.000000 Penalty: 5973.424805
	Iteration 62F: 3 clusters Score -2.116012e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Entering Unmasked Estep 
Score: -411519.562500 Penalty: 2010.714600
	Iteration 0F: 2 clusters Score -411519.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -408151.781250 Penalty: 4021.429199
	Iteration 0F: 3 clusters Score -408151.8 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -408846.750000 Penalty: 4021.429199
	Iteration 1F: 3 clusters Score -408846.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -409005.031250 Penalty: 4021.429199
	Iteration 2F: 3 clusters Score -409005 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -409087.562500 Penalty: 4021.429199
	Iteration 3Q: 3 clusters Score -409087.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -409135.000000 Penalty: 4021.429199
	Iteration 4Q: 3 clusters Score -409135 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -409171.000000 Penalty: 4021.429199
	Iteration 5Q: 3 clusters Score -409171 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -409192.156250 Penalty: 4021.429199
	Iteration 6Q: 3 clusters Score -409192.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -409209.593750 Penalty: 4021.429199
	Iteration 7Q: 3 clusters Score -409209.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -409220.406250 Penalty: 4021.429199
	Iteration 8Q: 3 clusters Score -409220.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -409227.093750 Penalty: 4021.429199
	Iteration 9Q: 3 clusters Score -409227.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -409233.843750 Penalty: 4021.429199
	Iteration 10Q: 3 clusters Score -409233.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -409238.875000 Penalty: 4021.429199
	Iteration 11Q: 3 clusters Score -409238.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -409243.906250 Penalty: 4021.429199
	Iteration 12Q: 3 clusters Score -409243.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -409247.406250 Penalty: 4021.429199
	Iteration 13Q: 3 clusters Score -409247.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -409249.968750 Penalty: 4021.429199
	Iteration 14Q: 3 clusters Score -409250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -409252.156250 Penalty: 4021.429199
	Iteration 15Q: 3 clusters Score -409252.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -409252.468750 Penalty: 4021.429199
	Iteration 16Q: 3 clusters Score -409252.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -409253.062500 Penalty: 4021.429199
	Iteration 17Q: 3 clusters Score -409253.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -409253.843750 Penalty: 4021.429199
	Iteration 18Q: 3 clusters Score -409253.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -409255.312500 Penalty: 4021.429199
	Iteration 19Q: 3 clusters Score -409255.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -409255.562500 Penalty: 4021.429199
	Iteration 20F: 3 clusters Score -409255.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -409256.156250 Penalty: 4021.429199
	Iteration 21Q: 3 clusters Score -409256.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -409257.562500 Penalty: 4021.429199
	Iteration 22Q: 3 clusters Score -409257.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -409257.343750 Penalty: 4021.429199
	Iteration 23Q: 3 clusters Score -409257.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -409257.093750 Penalty: 4021.429199
	Iteration 24Q: 3 clusters Score -409257.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -409259.312500 Penalty: 4021.429199
	Iteration 25Q: 3 clusters Score -409259.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -409259.781250 Penalty: 4021.429199
	Iteration 26Q: 3 clusters Score -409259.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -409260.875000 Penalty: 4021.429199
	Iteration 27Q: 3 clusters Score -409260.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -409261.031250 Penalty: 4021.429199
	Iteration 28Q: 3 clusters Score -409261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -409261.531250 Penalty: 4021.429199
	Iteration 29Q: 3 clusters Score -409261.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -409261.531250 Penalty: 4021.429199
	Iteration 30F: 3 clusters Score -409261.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Entering Unmasked Estep 
Score: -511518.625000 Penalty: 2079.657715
	Iteration 0F: 2 clusters Score -511518.6 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 2179 members 
Entering Unmasked Estep 
Score: -507402.062500 Penalty: 4159.315430
	Iteration 0F: 3 clusters Score -507402.1 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -508535.656250 Penalty: 4159.315430
	Iteration 1F: 3 clusters Score -508535.7 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -508884.968750 Penalty: 4159.315430
	Iteration 2F: 3 clusters Score -508885 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -509123.218750 Penalty: 4159.315430
	Iteration 3F: 3 clusters Score -509123.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -509280.156250 Penalty: 4159.315430
	Iteration 4F: 3 clusters Score -509280.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -509415.187500 Penalty: 4159.315430
	Iteration 5Q: 3 clusters Score -509415.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -509553.281250 Penalty: 4159.315430
	Iteration 6Q: 3 clusters Score -509553.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -509721.562500 Penalty: 4159.315430
	Iteration 7Q: 3 clusters Score -509721.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -509947.531250 Penalty: 4159.315430
	Iteration 8Q: 3 clusters Score -509947.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -510279.406250 Penalty: 4159.315430
	Iteration 9F: 3 clusters Score -510279.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -510543.343750 Penalty: 4159.315430
	Iteration 10Q: 3 clusters Score -510543.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -510733.093750 Penalty: 4159.315430
	Iteration 11Q: 3 clusters Score -510733.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -510832.031250 Penalty: 4159.315430
	Iteration 12Q: 3 clusters Score -510832 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -510862.000000 Penalty: 4159.315430
	Iteration 13Q: 3 clusters Score -510862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -510873.343750 Penalty: 4159.315430
	Iteration 14Q: 3 clusters Score -510873.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -510875.250000 Penalty: 4159.315430
	Iteration 15Q: 3 clusters Score -510875.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -510878.093750 Penalty: 4159.315430
	Iteration 16Q: 3 clusters Score -510878.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -510879.968750 Penalty: 4159.315430
	Iteration 17Q: 3 clusters Score -510880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -510882.250000 Penalty: 4159.315430
	Iteration 18Q: 3 clusters Score -510882.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -510883.687500 Penalty: 4159.315430
	Iteration 19Q: 3 clusters Score -510883.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -510884.843750 Penalty: 4159.315430
	Iteration 20F: 3 clusters Score -510884.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -510885.093750 Penalty: 4159.315430
	Iteration 21Q: 3 clusters Score -510885.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -510885.187500 Penalty: 4159.315430
	Iteration 22Q: 3 clusters Score -510885.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -510885.187500 Penalty: 4159.315430
	Iteration 23F: 3 clusters Score -510885.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (29484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Entering Unmasked Estep 
Score: -3710116.250000 Penalty: 2552.317627
	Iteration 0F: 2 clusters Score -3710116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -3689845.750000 Penalty: 5104.635254
	Iteration 0F: 3 clusters Score -3689846 nChanged 13310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -3696893.000000 Penalty: 5104.635254
	Iteration 1F: 3 clusters Score -3696893 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -3697354.750000 Penalty: 5104.635254
	Iteration 2Q: 3 clusters Score -3697355 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -3697874.250000 Penalty: 5104.635254
	Iteration 3Q: 3 clusters Score -3697874 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -3698569.250000 Penalty: 5104.635254
	Iteration 4Q: 3 clusters Score -3698569 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -3699421.000000 Penalty: 5104.635254
	Iteration 5F: 3 clusters Score -3699421 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -3700444.000000 Penalty: 5104.635254
	Iteration 6F: 3 clusters Score -3700444 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -3701575.750000 Penalty: 5104.635254
	Iteration 7F: 3 clusters Score -3701576 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -3702723.250000 Penalty: 5104.635254
	Iteration 8F: 3 clusters Score -3702723 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -3703805.250000 Penalty: 5104.635254
	Iteration 9F: 3 clusters Score -3703805 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -3704762.750000 Penalty: 5104.635254
	Iteration 10Q: 3 clusters Score -3704763 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -3705620.250000 Penalty: 5104.635254
	Iteration 11Q: 3 clusters Score -3705620 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -3706364.000000 Penalty: 5104.635254
	Iteration 12Q: 3 clusters Score -3706364 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -3706881.000000 Penalty: 5104.635254
	Iteration 13Q: 3 clusters Score -3706881 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -3707219.750000 Penalty: 5104.635254
	Iteration 14Q: 3 clusters Score -3707220 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -3707467.500000 Penalty: 5104.635254
	Iteration 15Q: 3 clusters Score -3707468 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -3707660.250000 Penalty: 5104.635254
	Iteration 16Q: 3 clusters Score -3707660 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -3707827.250000 Penalty: 5104.635254
	Iteration 17Q: 3 clusters Score -3707827 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 27129 members 
Entering Unmasked Estep 
Score: -3707950.500000 Penalty: 5104.635254
	Iteration 18Q: 3 clusters Score -3707950 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 27363 members 
Entering Unmasked Estep 
Score: -3708058.000000 Penalty: 5104.635254
	Iteration 19Q: 3 clusters Score -3708058 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
Score: -3708136.750000 Penalty: 5104.635254
	Iteration 20F: 3 clusters Score -3708137 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -3708216.750000 Penalty: 5104.635254
	Iteration 21Q: 3 clusters Score -3708217 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 27872 members 
Entering Unmasked Estep 
Score: -3708283.000000 Penalty: 5104.635254
	Iteration 22Q: 3 clusters Score -3708283 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 27975 members 
Entering Unmasked Estep 
Score: -3708335.250000 Penalty: 5104.635254
	Iteration 23Q: 3 clusters Score -3708335 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -3708377.000000 Penalty: 5104.635254
	Iteration 24Q: 3 clusters Score -3708377 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 28129 members 
Entering Unmasked Estep 
Score: -3708394.250000 Penalty: 5104.635254
	Iteration 25Q: 3 clusters Score -3708394 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 28190 members 
Entering Unmasked Estep 
Score: -3708417.000000 Penalty: 5104.635254
	Iteration 26Q: 3 clusters Score -3708417 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -3708441.250000 Penalty: 5104.635254
	Iteration 27Q: 3 clusters Score -3708441 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 28288 members 
Entering Unmasked Estep 
Score: -3708456.500000 Penalty: 5104.635254
	Iteration 28Q: 3 clusters Score -3708456 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -3708475.750000 Penalty: 5104.635254
	Iteration 29Q: 3 clusters Score -3708476 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 28363 members 
Entering Unmasked Estep 
Score: -3708490.250000 Penalty: 5104.635254
	Iteration 30Q: 3 clusters Score -3708490 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -3708504.000000 Penalty: 5104.635254
	Iteration 31Q: 3 clusters Score -3708504 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -3708510.250000 Penalty: 5104.635254
	Iteration 32Q: 3 clusters Score -3708510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -3708518.750000 Penalty: 5104.635254
	Iteration 33Q: 3 clusters Score -3708519 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -3708522.250000 Penalty: 5104.635254
	Iteration 34Q: 3 clusters Score -3708522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -3708522.500000 Penalty: 5104.635254
	Iteration 35Q: 3 clusters Score -3708522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -3708529.250000 Penalty: 5104.635254
	Iteration 36Q: 3 clusters Score -3708529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -3708531.750000 Penalty: 5104.635254
	Iteration 37Q: 3 clusters Score -3708532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -3708537.250000 Penalty: 5104.635254
	Iteration 38Q: 3 clusters Score -3708537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -3708534.000000 Penalty: 5104.635254
	Iteration 39Q: 3 clusters Score -3708534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 28496 members 
Entering Unmasked Estep 
Score: -3708539.500000 Penalty: 5104.635254
	Iteration 40F: 3 clusters Score -3708540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 28497 members 
Entering Unmasked Estep 
Score: -3708540.500000 Penalty: 5104.635254
	Iteration 41Q: 3 clusters Score -3708540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -3708538.250000 Penalty: 5104.635254
	Iteration 42Q: 3 clusters Score -3708538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 28500 members 
Entering Unmasked Estep 
Score: -3708538.000000 Penalty: 5104.635254
	Iteration 43Q: 3 clusters Score -3708538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -3708539.000000 Penalty: 5104.635254
	Iteration 44Q: 3 clusters Score -3708539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -3708543.500000 Penalty: 5104.635254
	Iteration 45Q: 3 clusters Score -3708544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -3708543.000000 Penalty: 5104.635254
	Iteration 46Q: 3 clusters Score -3708543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 28517 members 
Entering Unmasked Estep 
Score: -3708540.500000 Penalty: 5104.635254
	Iteration 47Q: 3 clusters Score -3708540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -3708541.500000 Penalty: 5104.635254
	Iteration 48Q: 3 clusters Score -3708542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -3708548.250000 Penalty: 5104.635254
	Iteration 49Q: 3 clusters Score -3708548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -3708545.500000 Penalty: 5104.635254
	Iteration 50Q: 3 clusters Score -3708546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -3708544.250000 Penalty: 5104.635254
	Iteration 51Q: 3 clusters Score -3708544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 28529 members 
Entering Unmasked Estep 
Score: -3708548.000000 Penalty: 5104.635254
	Iteration 52Q: 3 clusters Score -3708548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -3708546.500000 Penalty: 5104.635254
	Iteration 53Q: 3 clusters Score -3708546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -3708544.750000 Penalty: 5104.635254
	Iteration 54Q: 3 clusters Score -3708545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -3708544.000000 Penalty: 5104.635254
	Iteration 55Q: 3 clusters Score -3708544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 28535 members 
Entering Unmasked Estep 
Score: -3708545.750000 Penalty: 5104.635254
	Iteration 56Q: 3 clusters Score -3708546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 28537 members 
Entering Unmasked Estep 
Score: -3708547.250000 Penalty: 5104.635254
	Iteration 57Q: 3 clusters Score -3708547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -3708552.750000 Penalty: 5104.635254
	Iteration 58Q: 3 clusters Score -3708553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -3708554.000000 Penalty: 5104.635254
	Iteration 59Q: 3 clusters Score -3708554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 28546 members 
Entering Unmasked Estep 
Score: -3708556.000000 Penalty: 5104.635254
	Iteration 60F: 3 clusters Score -3708556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -3708554.000000 Penalty: 5104.635254
	Iteration 61Q: 3 clusters Score -3708554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -3708553.500000 Penalty: 5104.635254
	Iteration 62Q: 3 clusters Score -3708554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 28548 members 
Entering Unmasked Estep 
Score: -3708553.500000 Penalty: 5104.635254
	Iteration 63F: 3 clusters Score -3708554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Entering Unmasked Estep 
Score: -2620305.250000 Penalty: 2464.656250
	Iteration 0F: 2 clusters Score -2620305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2605867.000000 Penalty: 4929.312500
	Iteration 0F: 3 clusters Score -2605867 nChanged 9045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -2610803.750000 Penalty: 4929.312500
	Iteration 1F: 3 clusters Score -2610804 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2611270.500000 Penalty: 4929.312500
	Iteration 2F: 3 clusters Score -2611270 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -2611796.750000 Penalty: 4929.312500
	Iteration 3F: 3 clusters Score -2611797 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -2612467.250000 Penalty: 4929.312500
	Iteration 4F: 3 clusters Score -2612467 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -2613331.500000 Penalty: 4929.312500
	Iteration 5F: 3 clusters Score -2613332 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -2614420.750000 Penalty: 4929.312500
	Iteration 6F: 3 clusters Score -2614421 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -2615586.500000 Penalty: 4929.312500
	Iteration 7F: 3 clusters Score -2615586 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -2616496.500000 Penalty: 4929.312500
	Iteration 8F: 3 clusters Score -2616496 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2617101.500000 Penalty: 4929.312500
	Iteration 9Q: 3 clusters Score -2617102 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2617540.750000 Penalty: 4929.312500
	Iteration 10Q: 3 clusters Score -2617541 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19491 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2617845.750000 Penalty: 4929.312500
	Iteration 11Q: 3 clusters Score -2617846 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2618033.750000 Penalty: 4929.312500
	Iteration 12Q: 3 clusters Score -2618034 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2618152.500000 Penalty: 4929.312500
	Iteration 13Q: 3 clusters Score -2618152 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19830 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2618243.250000 Penalty: 4929.312500
	Iteration 14Q: 3 clusters Score -2618243 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2618291.000000 Penalty: 4929.312500
	Iteration 15Q: 3 clusters Score -2618291 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2618311.750000 Penalty: 4929.312500
	Iteration 16Q: 3 clusters Score -2618312 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2618322.000000 Penalty: 4929.312500
	Iteration 17Q: 3 clusters Score -2618322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2618330.750000 Penalty: 4929.312500
	Iteration 18Q: 3 clusters Score -2618331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2618332.500000 Penalty: 4929.312500
	Iteration 19Q: 3 clusters Score -2618332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2618342.750000 Penalty: 4929.312500
	Iteration 20F: 3 clusters Score -2618343 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2618341.000000 Penalty: 4929.312500
	Iteration 21Q: 3 clusters Score -2618341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2618342.000000 Penalty: 4929.312500
	Iteration 22Q: 3 clusters Score -2618342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2618341.500000 Penalty: 4929.312500
	Iteration 23Q: 3 clusters Score -2618342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2618341.500000 Penalty: 4929.312500
	Iteration 24Q: 3 clusters Score -2618342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2618345.500000 Penalty: 4929.312500
	Iteration 25Q: 3 clusters Score -2618346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2618345.500000 Penalty: 4929.312500
	Iteration 26F: 3 clusters Score -2618346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Entering Unmasked Estep 
Score: -233734.000000 Penalty: 1900.874390
	Iteration 0F: 2 clusters Score -233734 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 1056 members 
Entering Unmasked Estep 
Score: -231124.921875 Penalty: 3801.748779
	Iteration 0F: 3 clusters Score -231124.9 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -231713.421875 Penalty: 3801.748779
	Iteration 1F: 3 clusters Score -231713.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -231930.265625 Penalty: 3801.748779
	Iteration 2F: 3 clusters Score -231930.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -232049.062500 Penalty: 3801.748779
	Iteration 3F: 3 clusters Score -232049.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -232145.921875 Penalty: 3801.748779
	Iteration 4Q: 3 clusters Score -232145.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -232242.343750 Penalty: 3801.748779
	Iteration 5Q: 3 clusters Score -232242.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -232336.218750 Penalty: 3801.748779
	Iteration 6Q: 3 clusters Score -232336.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -232482.078125 Penalty: 3801.748779
	Iteration 7Q: 3 clusters Score -232482.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -232694.781250 Penalty: 3801.748779
	Iteration 8Q: 3 clusters Score -232694.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -232934.687500 Penalty: 3801.748779
	Iteration 9F: 3 clusters Score -232934.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -233280.781250 Penalty: 3801.748779
	Iteration 10Q: 3 clusters Score -233280.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -233453.781250 Penalty: 3801.748779
	Iteration 11Q: 3 clusters Score -233453.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -233562.406250 Penalty: 3801.748779
	Iteration 12Q: 3 clusters Score -233562.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -233620.671875 Penalty: 3801.748779
	Iteration 13Q: 3 clusters Score -233620.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -233647.000000 Penalty: 3801.748779
	Iteration 14Q: 3 clusters Score -233647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -233662.203125 Penalty: 3801.748779
	Iteration 15Q: 3 clusters Score -233662.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -233669.140625 Penalty: 3801.748779
	Iteration 16Q: 3 clusters Score -233669.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -233673.281250 Penalty: 3801.748779
	Iteration 17Q: 3 clusters Score -233673.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -233676.468750 Penalty: 3801.748779
	Iteration 18Q: 3 clusters Score -233676.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -233721.781250 Penalty: 3801.748779
	Iteration 19F: 3 clusters Score -233721.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -233756.671875 Penalty: 3801.748779
	Iteration 20F: 3 clusters Score -233756.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -233769.031250 Penalty: 3801.748779
	Iteration 21Q: 3 clusters Score -233769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -233778.625000 Penalty: 3801.748779
	Iteration 22Q: 3 clusters Score -233778.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -233782.265625 Penalty: 3801.748779
	Iteration 23Q: 3 clusters Score -233782.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -233788.953125 Penalty: 3801.748779
	Iteration 24Q: 3 clusters Score -233789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -233789.390625 Penalty: 3801.748779
	Iteration 25Q: 3 clusters Score -233789.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -233789.390625 Penalty: 3801.748779
	Iteration 26F: 3 clusters Score -233789.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54329 members 
Mstep: Class 2 contains 5688 members 
Mstep: Class 3 contains 42653 members 
Mstep: Class 4 contains 52998 members 
Mstep: Class 5 contains 5059 members 
Mstep: Class 6 contains 22405 members 
Mstep: Class 7 contains 11923 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5609 members 
Mstep: Class 11 contains 19074 members 
Mstep: Class 12 contains 47147 members 
Mstep: Class 13 contains 236324 members 
Mstep: Class 14 contains 114927 members 
Mstep: Class 15 contains 169939 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 4384 members 
Mstep: Class 18 contains 29484 members 
Mstep: Class 19 contains 20705 members 
Mstep: Class 20 contains 1837 members 
Mstep: Class 21 contains 6518 members 
Mstep: Class 22 contains 1038 members 
Mstep: Class 23 contains 295 members 
Entering Unmasked Estep 
Score: -104769624.000000 Penalty: 77926.218750
Splitting cluster 20 changes total score from -104771664.000000 to -104769624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (6518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Entering Unmasked Estep 
Score: -826374.562500 Penalty: 2178.016113
	Iteration 0F: 2 clusters Score -826374.6 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 3299 members 
Entering Unmasked Estep 
Score: -820915.062500 Penalty: 4356.032227
	Iteration 0F: 3 clusters Score -820915.1 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -822302.437500 Penalty: 4356.032227
	Iteration 1F: 3 clusters Score -822302.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -822501.875000 Penalty: 4356.032227
	Iteration 2F: 3 clusters Score -822501.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -822627.937500 Penalty: 4356.032227
	Iteration 3Q: 3 clusters Score -822627.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -822726.062500 Penalty: 4356.032227
	Iteration 4Q: 3 clusters Score -822726.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -822815.250000 Penalty: 4356.032227
	Iteration 5Q: 3 clusters Score -822815.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -822890.500000 Penalty: 4356.032227
	Iteration 6Q: 3 clusters Score -822890.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -822975.437500 Penalty: 4356.032227
	Iteration 7Q: 3 clusters Score -822975.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -823077.437500 Penalty: 4356.032227
	Iteration 8Q: 3 clusters Score -823077.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -823183.312500 Penalty: 4356.032227
	Iteration 9Q: 3 clusters Score -823183.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -823288.875000 Penalty: 4356.032227
	Iteration 10Q: 3 clusters Score -823288.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -823395.687500 Penalty: 4356.032227
	Iteration 11Q: 3 clusters Score -823395.7 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -823502.500000 Penalty: 4356.032227
	Iteration 12Q: 3 clusters Score -823502.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -823605.812500 Penalty: 4356.032227
	Iteration 13Q: 3 clusters Score -823605.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -823718.875000 Penalty: 4356.032227
	Iteration 14Q: 3 clusters Score -823718.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -823836.875000 Penalty: 4356.032227
	Iteration 15Q: 3 clusters Score -823836.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -823939.437500 Penalty: 4356.032227
	Iteration 16Q: 3 clusters Score -823939.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -824037.937500 Penalty: 4356.032227
	Iteration 17Q: 3 clusters Score -824037.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -824112.812500 Penalty: 4356.032227
	Iteration 18Q: 3 clusters Score -824112.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -824170.375000 Penalty: 4356.032227
	Iteration 19Q: 3 clusters Score -824170.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -824218.375000 Penalty: 4356.032227
	Iteration 20F: 3 clusters Score -824218.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -824250.687500 Penalty: 4356.032227
	Iteration 21Q: 3 clusters Score -824250.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -824276.687500 Penalty: 4356.032227
	Iteration 22Q: 3 clusters Score -824276.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -824298.250000 Penalty: 4356.032227
	Iteration 23Q: 3 clusters Score -824298.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -824316.062500 Penalty: 4356.032227
	Iteration 24Q: 3 clusters Score -824316.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -824329.875000 Penalty: 4356.032227
	Iteration 25Q: 3 clusters Score -824329.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -824345.812500 Penalty: 4356.032227
	Iteration 26Q: 3 clusters Score -824345.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -824360.187500 Penalty: 4356.032227
	Iteration 27Q: 3 clusters Score -824360.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -824371.000000 Penalty: 4356.032227
	Iteration 28Q: 3 clusters Score -824371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -824378.187500 Penalty: 4356.032227
	Iteration 29Q: 3 clusters Score -824378.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -824385.500000 Penalty: 4356.032227
	Iteration 30Q: 3 clusters Score -824385.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -824389.125000 Penalty: 4356.032227
	Iteration 31Q: 3 clusters Score -824389.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -824398.937500 Penalty: 4356.032227
	Iteration 32Q: 3 clusters Score -824398.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -824404.625000 Penalty: 4356.032227
	Iteration 33Q: 3 clusters Score -824404.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -824418.500000 Penalty: 4356.032227
	Iteration 34Q: 3 clusters Score -824418.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -824426.562500 Penalty: 4356.032227
	Iteration 35Q: 3 clusters Score -824426.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -824433.562500 Penalty: 4356.032227
	Iteration 36Q: 3 clusters Score -824433.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -824439.500000 Penalty: 4356.032227
	Iteration 37Q: 3 clusters Score -824439.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -824443.250000 Penalty: 4356.032227
	Iteration 38Q: 3 clusters Score -824443.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -824452.562500 Penalty: 4356.032227
	Iteration 39Q: 3 clusters Score -824452.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -824455.187500 Penalty: 4356.032227
	Iteration 40F: 3 clusters Score -824455.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -824458.625000 Penalty: 4356.032227
	Iteration 41Q: 3 clusters Score -824458.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -824464.687500 Penalty: 4356.032227
	Iteration 42Q: 3 clusters Score -824464.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -824467.500000 Penalty: 4356.032227
	Iteration 43Q: 3 clusters Score -824467.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -824474.187500 Penalty: 4356.032227
	Iteration 44Q: 3 clusters Score -824474.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -824478.750000 Penalty: 4356.032227
	Iteration 45Q: 3 clusters Score -824478.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -824483.312500 Penalty: 4356.032227
	Iteration 46Q: 3 clusters Score -824483.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -824484.062500 Penalty: 4356.032227
	Iteration 47Q: 3 clusters Score -824484.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -824484.062500 Penalty: 4356.032227
	Iteration 48F: 3 clusters Score -824484.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Entering Unmasked Estep 
Score: -121662.609375 Penalty: 1722.372681
	Iteration 0F: 2 clusters Score -121662.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -119734.976562 Penalty: 3444.745361
	Iteration 0F: 3 clusters Score -119735 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -120050.828125 Penalty: 3444.745361
	Iteration 1F: 3 clusters Score -120050.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -120188.343750 Penalty: 3444.745361
	Iteration 2F: 3 clusters Score -120188.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -120259.929688 Penalty: 3444.745361
	Iteration 3Q: 3 clusters Score -120259.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -120302.242188 Penalty: 3444.745361
	Iteration 4Q: 3 clusters Score -120302.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -120337.000000 Penalty: 3444.745361
	Iteration 5Q: 3 clusters Score -120337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -120350.109375 Penalty: 3444.745361
	Iteration 6Q: 3 clusters Score -120350.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -120361.539062 Penalty: 3444.745361
	Iteration 7Q: 3 clusters Score -120361.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -120377.820312 Penalty: 3444.745361
	Iteration 8Q: 3 clusters Score -120377.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -120398.171875 Penalty: 3444.745361
	Iteration 9Q: 3 clusters Score -120398.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -120423.343750 Penalty: 3444.745361
	Iteration 10Q: 3 clusters Score -120423.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -120433.765625 Penalty: 3444.745361
	Iteration 11Q: 3 clusters Score -120433.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -120440.781250 Penalty: 3444.745361
	Iteration 12Q: 3 clusters Score -120440.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -120445.859375 Penalty: 3444.745361
	Iteration 13Q: 3 clusters Score -120445.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -120448.867188 Penalty: 3444.745361
	Iteration 14Q: 3 clusters Score -120448.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -120452.382812 Penalty: 3444.745361
	Iteration 15Q: 3 clusters Score -120452.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -120452.382812 Penalty: 3444.745361
	Iteration 16F: 3 clusters Score -120452.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54329 members 
Mstep: Class 2 contains 5688 members 
Mstep: Class 3 contains 42653 members 
Mstep: Class 4 contains 52998 members 
Mstep: Class 5 contains 5059 members 
Mstep: Class 6 contains 22405 members 
Mstep: Class 7 contains 11923 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5609 members 
Mstep: Class 11 contains 19074 members 
Mstep: Class 12 contains 47147 members 
Mstep: Class 13 contains 236324 members 
Mstep: Class 14 contains 114927 members 
Mstep: Class 15 contains 169939 members 
Mstep: Class 16 contains 3320 members 
Mstep: Class 17 contains 4384 members 
Mstep: Class 18 contains 29484 members 
Mstep: Class 19 contains 20705 members 
Mstep: Class 20 contains 2132 members 
Mstep: Class 21 contains 6518 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771520.000000 Penalty: 74538.125000
Iteration 119Q: 23 clusters Score -1.047715e+08 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54289 members 
Mstep: Class 2 contains 5676 members 
Mstep: Class 3 contains 42346 members 
Mstep: Class 4 contains 53102 members 
Mstep: Class 5 contains 5058 members 
Mstep: Class 6 contains 22401 members 
Mstep: Class 7 contains 11932 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5611 members 
Mstep: Class 11 contains 19019 members 
Mstep: Class 12 contains 46991 members 
Mstep: Class 13 contains 233261 members 
Mstep: Class 14 contains 114240 members 
Mstep: Class 15 contains 174402 members 
Mstep: Class 16 contains 3327 members 
Mstep: Class 17 contains 4391 members 
Mstep: Class 18 contains 29386 members 
Mstep: Class 19 contains 20525 members 
Mstep: Class 20 contains 2132 members 
Mstep: Class 21 contains 6529 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771968.000000 Penalty: 74538.125000
Iteration 120F: 23 clusters Score -1.04772e+08 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54263 members 
Mstep: Class 2 contains 5661 members 
Mstep: Class 3 contains 42063 members 
Mstep: Class 4 contains 53244 members 
Mstep: Class 5 contains 5047 members 
Mstep: Class 6 contains 22402 members 
Mstep: Class 7 contains 11943 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5613 members 
Mstep: Class 11 contains 18935 members 
Mstep: Class 12 contains 46857 members 
Mstep: Class 13 contains 230100 members 
Mstep: Class 14 contains 113440 members 
Mstep: Class 15 contains 179012 members 
Mstep: Class 16 contains 3327 members 
Mstep: Class 17 contains 4399 members 
Mstep: Class 18 contains 29300 members 
Mstep: Class 19 contains 20346 members 
Mstep: Class 20 contains 2132 members 
Mstep: Class 21 contains 6534 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
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Score: -104772072.000000 Penalty: 74538.125000
Iteration 121Q: 23 clusters Score -1.047721e+08 nChanged 6488
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54230 members 
Mstep: Class 2 contains 5653 members 
Mstep: Class 3 contains 41784 members 
Mstep: Class 4 contains 53412 members 
Mstep: Class 5 contains 5045 members 
Mstep: Class 6 contains 22398 members 
Mstep: Class 7 contains 11945 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5614 members 
Mstep: Class 11 contains 18845 members 
Mstep: Class 12 contains 46715 members 
Mstep: Class 13 contains 227075 members 
Mstep: Class 14 contains 112625 members 
Mstep: Class 15 contains 183456 members 
Mstep: Class 16 contains 3328 members 
Mstep: Class 17 contains 4410 members 
Mstep: Class 18 contains 29213 members 
Mstep: Class 19 contains 20196 members 
Mstep: Class 20 contains 2133 members 
Mstep: Class 21 contains 6541 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
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Iteration 122Q: 23 clusters Score -1.047724e+08 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54238 members 
Mstep: Class 2 contains 5645 members 
Mstep: Class 3 contains 41519 members 
Mstep: Class 4 contains 53573 members 
Mstep: Class 5 contains 5042 members 
Mstep: Class 6 contains 22383 members 
Mstep: Class 7 contains 11938 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5619 members 
Mstep: Class 11 contains 18734 members 
Mstep: Class 12 contains 46565 members 
Mstep: Class 13 contains 224153 members 
Mstep: Class 14 contains 111884 members 
Mstep: Class 15 contains 187750 members 
Mstep: Class 16 contains 3328 members 
Mstep: Class 17 contains 4412 members 
Mstep: Class 18 contains 29123 members 
Mstep: Class 19 contains 20026 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6551 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
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Iteration 123Q: 23 clusters Score -1.047726e+08 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54248 members 
Mstep: Class 2 contains 5637 members 
Mstep: Class 3 contains 41298 members 
Mstep: Class 4 contains 53760 members 
Mstep: Class 5 contains 5037 members 
Mstep: Class 6 contains 22371 members 
Mstep: Class 7 contains 11948 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5619 members 
Mstep: Class 11 contains 18624 members 
Mstep: Class 12 contains 46413 members 
Mstep: Class 13 contains 221407 members 
Mstep: Class 14 contains 111123 members 
Mstep: Class 15 contains 191818 members 
Mstep: Class 16 contains 3329 members 
Mstep: Class 17 contains 4415 members 
Mstep: Class 18 contains 29014 members 
Mstep: Class 19 contains 19860 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6562 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
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Iteration 124Q: 23 clusters Score -1.047727e+08 nChanged 6470
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54261 members 
Mstep: Class 2 contains 5622 members 
Mstep: Class 3 contains 41063 members 
Mstep: Class 4 contains 53983 members 
Mstep: Class 5 contains 5034 members 
Mstep: Class 6 contains 22375 members 
Mstep: Class 7 contains 11942 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5623 members 
Mstep: Class 11 contains 18513 members 
Mstep: Class 12 contains 46269 members 
Mstep: Class 13 contains 218898 members 
Mstep: Class 14 contains 110416 members 
Mstep: Class 15 contains 195591 members 
Mstep: Class 16 contains 3328 members 
Mstep: Class 17 contains 4416 members 
Mstep: Class 18 contains 28900 members 
Mstep: Class 19 contains 19676 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6573 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
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Iteration 125Q: 23 clusters Score -1.047723e+08 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54259 members 
Mstep: Class 2 contains 5612 members 
Mstep: Class 3 contains 40865 members 
Mstep: Class 4 contains 54223 members 
Mstep: Class 5 contains 5033 members 
Mstep: Class 6 contains 22377 members 
Mstep: Class 7 contains 11944 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5622 members 
Mstep: Class 11 contains 18400 members 
Mstep: Class 12 contains 46133 members 
Mstep: Class 13 contains 216678 members 
Mstep: Class 14 contains 109775 members 
Mstep: Class 15 contains 198855 members 
Mstep: Class 16 contains 3321 members 
Mstep: Class 17 contains 4414 members 
Mstep: Class 18 contains 28813 members 
Mstep: Class 19 contains 19558 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6601 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
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Iteration 126Q: 23 clusters Score -1.047723e+08 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54265 members 
Mstep: Class 2 contains 5605 members 
Mstep: Class 3 contains 40707 members 
Mstep: Class 4 contains 54467 members 
Mstep: Class 5 contains 5031 members 
Mstep: Class 6 contains 22392 members 
Mstep: Class 7 contains 11941 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5625 members 
Mstep: Class 11 contains 18260 members 
Mstep: Class 12 contains 45981 members 
Mstep: Class 13 contains 214697 members 
Mstep: Class 14 contains 109091 members 
Mstep: Class 15 contains 201864 members 
Mstep: Class 16 contains 3317 members 
Mstep: Class 17 contains 4403 members 
Mstep: Class 18 contains 28749 members 
Mstep: Class 19 contains 19457 members 
Mstep: Class 20 contains 2134 members 
Mstep: Class 21 contains 6632 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
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Iteration 127Q: 23 clusters Score -1.047725e+08 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54245 members 
Mstep: Class 2 contains 5596 members 
Mstep: Class 3 contains 40538 members 
Mstep: Class 4 contains 54728 members 
Mstep: Class 5 contains 5019 members 
Mstep: Class 6 contains 22398 members 
Mstep: Class 7 contains 11938 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5627 members 
Mstep: Class 11 contains 18103 members 
Mstep: Class 12 contains 45890 members 
Mstep: Class 13 contains 212937 members 
Mstep: Class 14 contains 108444 members 
Mstep: Class 15 contains 204618 members 
Mstep: Class 16 contains 3315 members 
Mstep: Class 17 contains 4388 members 
Mstep: Class 18 contains 28688 members 
Mstep: Class 19 contains 19358 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6653 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
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Iteration 128Q: 23 clusters Score -1.047729e+08 nChanged 6305
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54247 members 
Mstep: Class 2 contains 5589 members 
Mstep: Class 3 contains 40358 members 
Mstep: Class 4 contains 54988 members 
Mstep: Class 5 contains 5019 members 
Mstep: Class 6 contains 22382 members 
Mstep: Class 7 contains 11936 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5628 members 
Mstep: Class 11 contains 17954 members 
Mstep: Class 12 contains 45823 members 
Mstep: Class 13 contains 211479 members 
Mstep: Class 14 contains 107828 members 
Mstep: Class 15 contains 206974 members 
Mstep: Class 16 contains 3306 members 
Mstep: Class 17 contains 4392 members 
Mstep: Class 18 contains 28627 members 
Mstep: Class 19 contains 19276 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6677 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
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Iteration 129Q: 23 clusters Score -1.047731e+08 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54284 members 
Mstep: Class 2 contains 5583 members 
Mstep: Class 3 contains 40203 members 
Mstep: Class 4 contains 55220 members 
Mstep: Class 5 contains 5016 members 
Mstep: Class 6 contains 22360 members 
Mstep: Class 7 contains 11928 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5631 members 
Mstep: Class 11 contains 17815 members 
Mstep: Class 12 contains 45771 members 
Mstep: Class 13 contains 210382 members 
Mstep: Class 14 contains 107335 members 
Mstep: Class 15 contains 208844 members 
Mstep: Class 16 contains 3300 members 
Mstep: Class 17 contains 4384 members 
Mstep: Class 18 contains 28547 members 
Mstep: Class 19 contains 19180 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6700 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
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Iteration 130Q: 23 clusters Score -1.047729e+08 nChanged 5989
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54305 members 
Mstep: Class 2 contains 5578 members 
Mstep: Class 3 contains 40066 members 
Mstep: Class 4 contains 55487 members 
Mstep: Class 5 contains 5003 members 
Mstep: Class 6 contains 22355 members 
Mstep: Class 7 contains 11925 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5646 members 
Mstep: Class 11 contains 17706 members 
Mstep: Class 12 contains 45714 members 
Mstep: Class 13 contains 209578 members 
Mstep: Class 14 contains 106861 members 
Mstep: Class 15 contains 210275 members 
Mstep: Class 16 contains 3296 members 
Mstep: Class 17 contains 4386 members 
Mstep: Class 18 contains 28502 members 
Mstep: Class 19 contains 19084 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6716 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
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Iteration 131Q: 23 clusters Score -1.047727e+08 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54325 members 
Mstep: Class 2 contains 5578 members 
Mstep: Class 3 contains 39924 members 
Mstep: Class 4 contains 55760 members 
Mstep: Class 5 contains 4993 members 
Mstep: Class 6 contains 22346 members 
Mstep: Class 7 contains 11939 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5659 members 
Mstep: Class 11 contains 17595 members 
Mstep: Class 12 contains 45656 members 
Mstep: Class 13 contains 209181 members 
Mstep: Class 14 contains 106438 members 
Mstep: Class 15 contains 211173 members 
Mstep: Class 16 contains 3290 members 
Mstep: Class 17 contains 4393 members 
Mstep: Class 18 contains 28486 members 
Mstep: Class 19 contains 19021 members 
Mstep: Class 20 contains 2134 members 
Mstep: Class 21 contains 6727 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
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Iteration 132Q: 23 clusters Score -1.047724e+08 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54326 members 
Mstep: Class 2 contains 5577 members 
Mstep: Class 3 contains 39774 members 
Mstep: Class 4 contains 56047 members 
Mstep: Class 5 contains 4977 members 
Mstep: Class 6 contains 22332 members 
Mstep: Class 7 contains 11939 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5669 members 
Mstep: Class 11 contains 17477 members 
Mstep: Class 12 contains 45635 members 
Mstep: Class 13 contains 209072 members 
Mstep: Class 14 contains 106080 members 
Mstep: Class 15 contains 211720 members 
Mstep: Class 16 contains 3287 members 
Mstep: Class 17 contains 4402 members 
Mstep: Class 18 contains 28460 members 
Mstep: Class 19 contains 18965 members 
Mstep: Class 20 contains 2133 members 
Mstep: Class 21 contains 6746 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
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Iteration 133Q: 23 clusters Score -1.047722e+08 nChanged 5421
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54329 members 
Mstep: Class 2 contains 5579 members 
Mstep: Class 3 contains 39649 members 
Mstep: Class 4 contains 56339 members 
Mstep: Class 5 contains 4959 members 
Mstep: Class 6 contains 22322 members 
Mstep: Class 7 contains 11942 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5679 members 
Mstep: Class 11 contains 17377 members 
Mstep: Class 12 contains 45567 members 
Mstep: Class 13 contains 209372 members 
Mstep: Class 14 contains 105776 members 
Mstep: Class 15 contains 211748 members 
Mstep: Class 16 contains 3289 members 
Mstep: Class 17 contains 4408 members 
Mstep: Class 18 contains 28448 members 
Mstep: Class 19 contains 18937 members 
Mstep: Class 20 contains 2133 members 
Mstep: Class 21 contains 6765 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 134Q: 23 clusters Score -1.04773e+08 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54337 members 
Mstep: Class 2 contains 5577 members 
Mstep: Class 3 contains 39497 members 
Mstep: Class 4 contains 56611 members 
Mstep: Class 5 contains 4948 members 
Mstep: Class 6 contains 22308 members 
Mstep: Class 7 contains 11960 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5686 members 
Mstep: Class 11 contains 17314 members 
Mstep: Class 12 contains 45505 members 
Mstep: Class 13 contains 209988 members 
Mstep: Class 14 contains 105487 members 
Mstep: Class 15 contains 211422 members 
Mstep: Class 16 contains 3288 members 
Mstep: Class 17 contains 4415 members 
Mstep: Class 18 contains 28439 members 
Mstep: Class 19 contains 18927 members 
Mstep: Class 20 contains 2134 members 
Mstep: Class 21 contains 6775 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
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Iteration 135Q: 23 clusters Score -1.047729e+08 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54360 members 
Mstep: Class 2 contains 5576 members 
Mstep: Class 3 contains 39343 members 
Mstep: Class 4 contains 56883 members 
Mstep: Class 5 contains 4936 members 
Mstep: Class 6 contains 22306 members 
Mstep: Class 7 contains 11980 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5688 members 
Mstep: Class 11 contains 17257 members 
Mstep: Class 12 contains 45462 members 
Mstep: Class 13 contains 210934 members 
Mstep: Class 14 contains 105245 members 
Mstep: Class 15 contains 210669 members 
Mstep: Class 16 contains 3287 members 
Mstep: Class 17 contains 4424 members 
Mstep: Class 18 contains 28419 members 
Mstep: Class 19 contains 18927 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6787 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
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Iteration 136Q: 23 clusters Score -1.04773e+08 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54431 members 
Mstep: Class 2 contains 5574 members 
Mstep: Class 3 contains 39189 members 
Mstep: Class 4 contains 57170 members 
Mstep: Class 5 contains 4926 members 
Mstep: Class 6 contains 22272 members 
Mstep: Class 7 contains 12005 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5691 members 
Mstep: Class 11 contains 17208 members 
Mstep: Class 12 contains 45398 members 
Mstep: Class 13 contains 211952 members 
Mstep: Class 14 contains 105041 members 
Mstep: Class 15 contains 209795 members 
Mstep: Class 16 contains 3279 members 
Mstep: Class 17 contains 4437 members 
Mstep: Class 18 contains 28410 members 
Mstep: Class 19 contains 18911 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6794 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
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Iteration 137Q: 23 clusters Score -1.047731e+08 nChanged 3915
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54495 members 
Mstep: Class 2 contains 5572 members 
Mstep: Class 3 contains 39069 members 
Mstep: Class 4 contains 57449 members 
Mstep: Class 5 contains 4909 members 
Mstep: Class 6 contains 22246 members 
Mstep: Class 7 contains 12015 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5694 members 
Mstep: Class 11 contains 17144 members 
Mstep: Class 12 contains 45292 members 
Mstep: Class 13 contains 213134 members 
Mstep: Class 14 contains 104824 members 
Mstep: Class 15 contains 208818 members 
Mstep: Class 16 contains 3276 members 
Mstep: Class 17 contains 4434 members 
Mstep: Class 18 contains 28404 members 
Mstep: Class 19 contains 18904 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6803 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
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Iteration 138Q: 23 clusters Score -1.047727e+08 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54535 members 
Mstep: Class 2 contains 5569 members 
Mstep: Class 3 contains 38946 members 
Mstep: Class 4 contains 57741 members 
Mstep: Class 5 contains 4898 members 
Mstep: Class 6 contains 22229 members 
Mstep: Class 7 contains 12022 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5695 members 
Mstep: Class 11 contains 17088 members 
Mstep: Class 12 contains 45198 members 
Mstep: Class 13 contains 214398 members 
Mstep: Class 14 contains 104657 members 
Mstep: Class 15 contains 207707 members 
Mstep: Class 16 contains 3267 members 
Mstep: Class 17 contains 4439 members 
Mstep: Class 18 contains 28398 members 
Mstep: Class 19 contains 18887 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6808 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
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Iteration 139Q: 23 clusters Score -1.047731e+08 nChanged 3308
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54576 members 
Mstep: Class 2 contains 5568 members 
Mstep: Class 3 contains 38833 members 
Mstep: Class 4 contains 57977 members 
Mstep: Class 5 contains 4894 members 
Mstep: Class 6 contains 22230 members 
Mstep: Class 7 contains 12045 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5700 members 
Mstep: Class 11 contains 17032 members 
Mstep: Class 12 contains 45095 members 
Mstep: Class 13 contains 215715 members 
Mstep: Class 14 contains 104543 members 
Mstep: Class 15 contains 206491 members 
Mstep: Class 16 contains 3247 members 
Mstep: Class 17 contains 4446 members 
Mstep: Class 18 contains 28392 members 
Mstep: Class 19 contains 18883 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6815 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
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Iteration 140F: 23 clusters Score -1.047729e+08 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54637 members 
Mstep: Class 2 contains 5567 members 
Mstep: Class 3 contains 38717 members 
Mstep: Class 4 contains 58212 members 
Mstep: Class 5 contains 4893 members 
Mstep: Class 6 contains 22218 members 
Mstep: Class 7 contains 12063 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5698 members 
Mstep: Class 11 contains 16998 members 
Mstep: Class 12 contains 44988 members 
Mstep: Class 13 contains 217040 members 
Mstep: Class 14 contains 104446 members 
Mstep: Class 15 contains 205250 members 
Mstep: Class 16 contains 3238 members 
Mstep: Class 17 contains 4437 members 
Mstep: Class 18 contains 28386 members 
Mstep: Class 19 contains 18875 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6819 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
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Iteration 141Q: 23 clusters Score -1.047732e+08 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54708 members 
Mstep: Class 2 contains 5563 members 
Mstep: Class 3 contains 38618 members 
Mstep: Class 4 contains 58398 members 
Mstep: Class 5 contains 4891 members 
Mstep: Class 6 contains 22202 members 
Mstep: Class 7 contains 12085 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5709 members 
Mstep: Class 11 contains 16974 members 
Mstep: Class 12 contains 44888 members 
Mstep: Class 13 contains 218410 members 
Mstep: Class 14 contains 104357 members 
Mstep: Class 15 contains 203938 members 
Mstep: Class 16 contains 3231 members 
Mstep: Class 17 contains 4435 members 
Mstep: Class 18 contains 28389 members 
Mstep: Class 19 contains 18866 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6821 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
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Iteration 142Q: 23 clusters Score -1.04773e+08 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54775 members 
Mstep: Class 2 contains 5564 members 
Mstep: Class 3 contains 38518 members 
Mstep: Class 4 contains 58562 members 
Mstep: Class 5 contains 4886 members 
Mstep: Class 6 contains 22204 members 
Mstep: Class 7 contains 12113 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5718 members 
Mstep: Class 11 contains 16966 members 
Mstep: Class 12 contains 44787 members 
Mstep: Class 13 contains 219776 members 
Mstep: Class 14 contains 104248 members 
Mstep: Class 15 contains 202630 members 
Mstep: Class 16 contains 3224 members 
Mstep: Class 17 contains 4434 members 
Mstep: Class 18 contains 28383 members 
Mstep: Class 19 contains 18866 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6828 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
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Iteration 143Q: 23 clusters Score -1.047732e+08 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54833 members 
Mstep: Class 2 contains 5564 members 
Mstep: Class 3 contains 38416 members 
Mstep: Class 4 contains 58711 members 
Mstep: Class 5 contains 4884 members 
Mstep: Class 6 contains 22205 members 
Mstep: Class 7 contains 12138 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5724 members 
Mstep: Class 11 contains 16945 members 
Mstep: Class 12 contains 44684 members 
Mstep: Class 13 contains 221150 members 
Mstep: Class 14 contains 104108 members 
Mstep: Class 15 contains 201383 members 
Mstep: Class 16 contains 3220 members 
Mstep: Class 17 contains 4437 members 
Mstep: Class 18 contains 28389 members 
Mstep: Class 19 contains 18857 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6834 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
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Iteration 144Q: 23 clusters Score -1.04773e+08 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54904 members 
Mstep: Class 2 contains 5564 members 
Mstep: Class 3 contains 38280 members 
Mstep: Class 4 contains 58840 members 
Mstep: Class 5 contains 4881 members 
Mstep: Class 6 contains 22214 members 
Mstep: Class 7 contains 12164 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5729 members 
Mstep: Class 11 contains 16928 members 
Mstep: Class 12 contains 44592 members 
Mstep: Class 13 contains 222429 members 
Mstep: Class 14 contains 103975 members 
Mstep: Class 15 contains 200253 members 
Mstep: Class 16 contains 3211 members 
Mstep: Class 17 contains 4434 members 
Mstep: Class 18 contains 28399 members 
Mstep: Class 19 contains 18844 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6841 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
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Iteration 145Q: 23 clusters Score -1.047725e+08 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54966 members 
Mstep: Class 2 contains 5565 members 
Mstep: Class 3 contains 38142 members 
Mstep: Class 4 contains 58928 members 
Mstep: Class 5 contains 4870 members 
Mstep: Class 6 contains 22219 members 
Mstep: Class 7 contains 12183 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5735 members 
Mstep: Class 11 contains 16925 members 
Mstep: Class 12 contains 44501 members 
Mstep: Class 13 contains 223680 members 
Mstep: Class 14 contains 103847 members 
Mstep: Class 15 contains 199194 members 
Mstep: Class 16 contains 3203 members 
Mstep: Class 17 contains 4432 members 
Mstep: Class 18 contains 28403 members 
Mstep: Class 19 contains 18845 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6844 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104772672.000000 Penalty: 74538.125000
Iteration 146Q: 23 clusters Score -1.047727e+08 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55026 members 
Mstep: Class 2 contains 5565 members 
Mstep: Class 3 contains 37987 members 
Mstep: Class 4 contains 58989 members 
Mstep: Class 5 contains 4860 members 
Mstep: Class 6 contains 22226 members 
Mstep: Class 7 contains 12199 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5736 members 
Mstep: Class 11 contains 16916 members 
Mstep: Class 12 contains 44437 members 
Mstep: Class 13 contains 224878 members 
Mstep: Class 14 contains 103709 members 
Mstep: Class 15 contains 198199 members 
Mstep: Class 16 contains 3198 members 
Mstep: Class 17 contains 4436 members 
Mstep: Class 18 contains 28412 members 
Mstep: Class 19 contains 18864 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6845 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104772456.000000 Penalty: 74538.125000
Iteration 147Q: 23 clusters Score -1.047725e+08 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55071 members 
Mstep: Class 2 contains 5565 members 
Mstep: Class 3 contains 37847 members 
Mstep: Class 4 contains 59059 members 
Mstep: Class 5 contains 4848 members 
Mstep: Class 6 contains 22218 members 
Mstep: Class 7 contains 12211 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5740 members 
Mstep: Class 11 contains 16902 members 
Mstep: Class 12 contains 44392 members 
Mstep: Class 13 contains 225964 members 
Mstep: Class 14 contains 103587 members 
Mstep: Class 15 contains 197303 members 
Mstep: Class 16 contains 3194 members 
Mstep: Class 17 contains 4434 members 
Mstep: Class 18 contains 28419 members 
Mstep: Class 19 contains 18882 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6846 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771984.000000 Penalty: 74538.125000
Iteration 148Q: 23 clusters Score -1.04772e+08 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55110 members 
Mstep: Class 2 contains 5566 members 
Mstep: Class 3 contains 37703 members 
Mstep: Class 4 contains 59104 members 
Mstep: Class 5 contains 4842 members 
Mstep: Class 6 contains 22219 members 
Mstep: Class 7 contains 12227 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5741 members 
Mstep: Class 11 contains 16900 members 
Mstep: Class 12 contains 44366 members 
Mstep: Class 13 contains 226967 members 
Mstep: Class 14 contains 103434 members 
Mstep: Class 15 contains 196517 members 
Mstep: Class 16 contains 3191 members 
Mstep: Class 17 contains 4429 members 
Mstep: Class 18 contains 28430 members 
Mstep: Class 19 contains 18887 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6849 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104772176.000000 Penalty: 74538.125000
Iteration 149Q: 23 clusters Score -1.047722e+08 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55148 members 
Mstep: Class 2 contains 5566 members 
Mstep: Class 3 contains 37549 members 
Mstep: Class 4 contains 59155 members 
Mstep: Class 5 contains 4837 members 
Mstep: Class 6 contains 22221 members 
Mstep: Class 7 contains 12244 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5744 members 
Mstep: Class 11 contains 16908 members 
Mstep: Class 12 contains 44331 members 
Mstep: Class 13 contains 227802 members 
Mstep: Class 14 contains 103299 members 
Mstep: Class 15 contains 195890 members 
Mstep: Class 16 contains 3185 members 
Mstep: Class 17 contains 4427 members 
Mstep: Class 18 contains 28442 members 
Mstep: Class 19 contains 18886 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6848 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771888.000000 Penalty: 74538.125000
Iteration 150Q: 23 clusters Score -1.047719e+08 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55180 members 
Mstep: Class 2 contains 5568 members 
Mstep: Class 3 contains 37407 members 
Mstep: Class 4 contains 59182 members 
Mstep: Class 5 contains 4835 members 
Mstep: Class 6 contains 22218 members 
Mstep: Class 7 contains 12259 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5745 members 
Mstep: Class 11 contains 16911 members 
Mstep: Class 12 contains 44291 members 
Mstep: Class 13 contains 228583 members 
Mstep: Class 14 contains 103158 members 
Mstep: Class 15 contains 195347 members 
Mstep: Class 16 contains 3178 members 
Mstep: Class 17 contains 4424 members 
Mstep: Class 18 contains 28458 members 
Mstep: Class 19 contains 18889 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6849 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771792.000000 Penalty: 74538.125000
Iteration 151Q: 23 clusters Score -1.047718e+08 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55183 members 
Mstep: Class 2 contains 5568 members 
Mstep: Class 3 contains 37235 members 
Mstep: Class 4 contains 59231 members 
Mstep: Class 5 contains 4830 members 
Mstep: Class 6 contains 22216 members 
Mstep: Class 7 contains 12272 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5746 members 
Mstep: Class 11 contains 16894 members 
Mstep: Class 12 contains 44271 members 
Mstep: Class 13 contains 229323 members 
Mstep: Class 14 contains 103038 members 
Mstep: Class 15 contains 194908 members 
Mstep: Class 16 contains 3178 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 28440 members 
Mstep: Class 19 contains 18876 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6848 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771808.000000 Penalty: 74538.125000
Iteration 152Q: 23 clusters Score -1.047718e+08 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55203 members 
Mstep: Class 2 contains 5568 members 
Mstep: Class 3 contains 37062 members 
Mstep: Class 4 contains 59242 members 
Mstep: Class 5 contains 4826 members 
Mstep: Class 6 contains 22216 members 
Mstep: Class 7 contains 12281 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5750 members 
Mstep: Class 11 contains 16885 members 
Mstep: Class 12 contains 44258 members 
Mstep: Class 13 contains 229969 members 
Mstep: Class 14 contains 102896 members 
Mstep: Class 15 contains 194565 members 
Mstep: Class 16 contains 3172 members 
Mstep: Class 17 contains 4429 members 
Mstep: Class 18 contains 28432 members 
Mstep: Class 19 contains 18882 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6846 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104772016.000000 Penalty: 74538.125000
Iteration 153Q: 23 clusters Score -1.04772e+08 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55211 members 
Mstep: Class 2 contains 5569 members 
Mstep: Class 3 contains 36887 members 
Mstep: Class 4 contains 59241 members 
Mstep: Class 5 contains 4819 members 
Mstep: Class 6 contains 22212 members 
Mstep: Class 7 contains 12288 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5752 members 
Mstep: Class 11 contains 16892 members 
Mstep: Class 12 contains 44253 members 
Mstep: Class 13 contains 230549 members 
Mstep: Class 14 contains 102747 members 
Mstep: Class 15 contains 194292 members 
Mstep: Class 16 contains 3170 members 
Mstep: Class 17 contains 4423 members 
Mstep: Class 18 contains 28441 members 
Mstep: Class 19 contains 18891 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6845 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771992.000000 Penalty: 74538.125000
Iteration 154Q: 23 clusters Score -1.04772e+08 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55204 members 
Mstep: Class 2 contains 5569 members 
Mstep: Class 3 contains 36720 members 
Mstep: Class 4 contains 59255 members 
Mstep: Class 5 contains 4813 members 
Mstep: Class 6 contains 22211 members 
Mstep: Class 7 contains 12295 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5754 members 
Mstep: Class 11 contains 16893 members 
Mstep: Class 12 contains 44226 members 
Mstep: Class 13 contains 231058 members 
Mstep: Class 14 contains 102600 members 
Mstep: Class 15 contains 194118 members 
Mstep: Class 16 contains 3171 members 
Mstep: Class 17 contains 4422 members 
Mstep: Class 18 contains 28438 members 
Mstep: Class 19 contains 18891 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6844 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771824.000000 Penalty: 74538.125000
Iteration 155Q: 23 clusters Score -1.047718e+08 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55215 members 
Mstep: Class 2 contains 5567 members 
Mstep: Class 3 contains 36547 members 
Mstep: Class 4 contains 59262 members 
Mstep: Class 5 contains 4811 members 
Mstep: Class 6 contains 22214 members 
Mstep: Class 7 contains 12308 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5755 members 
Mstep: Class 11 contains 16901 members 
Mstep: Class 12 contains 44220 members 
Mstep: Class 13 contains 231523 members 
Mstep: Class 14 contains 102457 members 
Mstep: Class 15 contains 193924 members 
Mstep: Class 16 contains 3175 members 
Mstep: Class 17 contains 4423 members 
Mstep: Class 18 contains 28431 members 
Mstep: Class 19 contains 18904 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6845 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771840.000000 Penalty: 74538.125000
Iteration 156Q: 23 clusters Score -1.047718e+08 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55226 members 
Mstep: Class 2 contains 5567 members 
Mstep: Class 3 contains 36387 members 
Mstep: Class 4 contains 59240 members 
Mstep: Class 5 contains 4802 members 
Mstep: Class 6 contains 22207 members 
Mstep: Class 7 contains 12319 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5756 members 
Mstep: Class 11 contains 16897 members 
Mstep: Class 12 contains 44212 members 
Mstep: Class 13 contains 232066 members 
Mstep: Class 14 contains 102331 members 
Mstep: Class 15 contains 193702 members 
Mstep: Class 16 contains 3174 members 
Mstep: Class 17 contains 4423 members 
Mstep: Class 18 contains 28436 members 
Mstep: Class 19 contains 18891 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6846 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104772072.000000 Penalty: 74538.125000
Iteration 157Q: 23 clusters Score -1.047721e+08 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55226 members 
Mstep: Class 2 contains 5566 members 
Mstep: Class 3 contains 36233 members 
Mstep: Class 4 contains 59222 members 
Mstep: Class 5 contains 4800 members 
Mstep: Class 6 contains 22209 members 
Mstep: Class 7 contains 12336 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5758 members 
Mstep: Class 11 contains 16887 members 
Mstep: Class 12 contains 44189 members 
Mstep: Class 13 contains 232572 members 
Mstep: Class 14 contains 102206 members 
Mstep: Class 15 contains 193536 members 
Mstep: Class 16 contains 3166 members 
Mstep: Class 17 contains 4426 members 
Mstep: Class 18 contains 28424 members 
Mstep: Class 19 contains 18878 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6848 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104772072.000000 Penalty: 74538.125000
Iteration 158Q: 23 clusters Score -1.047721e+08 nChanged 1720
Entering ConstructFrom: 
Score: -104772072.000000 Penalty: 74538.125000
Entering ConstructFrom: 
Trying to split cluster 1 (55214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55214 members 
Entering Unmasked Estep 
Score: -6700417.500000 Penalty: 2707.905029
	Iteration 0F: 2 clusters Score -6700418 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 27483 members 
Entering Unmasked Estep 
Score: -6663144.000000 Penalty: 5415.810059
	Iteration 0F: 3 clusters Score -6663144 nChanged 25639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 25906 members 
Entering Unmasked Estep 
Score: -6677623.500000 Penalty: 5415.810059
	Iteration 1F: 3 clusters Score -6677624 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -6678287.000000 Penalty: 5415.810059
	Iteration 2Q: 3 clusters Score -6678287 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31994 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -6679143.500000 Penalty: 5415.810059
	Iteration 3Q: 3 clusters Score -6679144 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -6680245.500000 Penalty: 5415.810059
	Iteration 4Q: 3 clusters Score -6680246 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37239 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -6682100.500000 Penalty: 5415.810059
	Iteration 5F: 3 clusters Score -6682100 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41112 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -6684990.500000 Penalty: 5415.810059
	Iteration 6F: 3 clusters Score -6684990 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45670 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -6689122.500000 Penalty: 5415.810059
	Iteration 7F: 3 clusters Score -6689122 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49778 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -6693150.500000 Penalty: 5415.810059
	Iteration 8F: 3 clusters Score -6693150 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52555 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -6695885.000000 Penalty: 5415.810059
	Iteration 9F: 3 clusters Score -6695885 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53978 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -6697210.000000 Penalty: 5415.810059
	Iteration 10Q: 3 clusters Score -6697210 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54540 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -6697746.000000 Penalty: 5415.810059
	Iteration 11Q: 3 clusters Score -6697746 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54751 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -6697951.500000 Penalty: 5415.810059
	Iteration 12Q: 3 clusters Score -6697952 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54820 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -6698012.000000 Penalty: 5415.810059
	Iteration 13Q: 3 clusters Score -6698012 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54853 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -6698059.500000 Penalty: 5415.810059
	Iteration 14Q: 3 clusters Score -6698060 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54877 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -6698087.000000 Penalty: 5415.810059
	Iteration 15Q: 3 clusters Score -6698087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54891 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -6698097.000000 Penalty: 5415.810059
	Iteration 16Q: 3 clusters Score -6698097 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54893 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -6698116.000000 Penalty: 5415.810059
	Iteration 17Q: 3 clusters Score -6698116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54897 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6698132.000000 Penalty: 5415.810059
	Iteration 18Q: 3 clusters Score -6698132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54898 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -6698133.000000 Penalty: 5415.810059
	Iteration 19Q: 3 clusters Score -6698133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54900 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -6698139.500000 Penalty: 5415.810059
	Iteration 20F: 3 clusters Score -6698140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54902 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -6698138.000000 Penalty: 5415.810059
	Iteration 21Q: 3 clusters Score -6698138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54902 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -6698137.500000 Penalty: 5415.810059
	Iteration 22Q: 3 clusters Score -6698138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54900 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -6698138.000000 Penalty: 5415.810059
	Iteration 23Q: 3 clusters Score -6698138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54900 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -6698138.000000 Penalty: 5415.810059
	Iteration 24F: 3 clusters Score -6698138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Entering Unmasked Estep 
Score: -657477.000000 Penalty: 2138.859131
	Iteration 0F: 2 clusters Score -657477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -652632.125000 Penalty: 4277.718262
	Iteration 0F: 3 clusters Score -652632.1 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -653901.437500 Penalty: 4277.718262
	Iteration 1F: 3 clusters Score -653901.4 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -654242.062500 Penalty: 4277.718262
	Iteration 2F: 3 clusters Score -654242.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -654473.000000 Penalty: 4277.718262
	Iteration 3F: 3 clusters Score -654473 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -654710.250000 Penalty: 4277.718262
	Iteration 4F: 3 clusters Score -654710.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -654923.687500 Penalty: 4277.718262
	Iteration 5Q: 3 clusters Score -654923.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -655113.625000 Penalty: 4277.718262
	Iteration 6Q: 3 clusters Score -655113.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -655273.250000 Penalty: 4277.718262
	Iteration 7Q: 3 clusters Score -655273.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -655411.000000 Penalty: 4277.718262
	Iteration 8Q: 3 clusters Score -655411 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -655522.000000 Penalty: 4277.718262
	Iteration 9Q: 3 clusters Score -655522 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -655618.062500 Penalty: 4277.718262
	Iteration 10Q: 3 clusters Score -655618.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -655692.187500 Penalty: 4277.718262
	Iteration 11Q: 3 clusters Score -655692.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -655748.812500 Penalty: 4277.718262
	Iteration 12Q: 3 clusters Score -655748.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -655801.687500 Penalty: 4277.718262
	Iteration 13Q: 3 clusters Score -655801.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -655847.187500 Penalty: 4277.718262
	Iteration 14Q: 3 clusters Score -655847.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -655881.875000 Penalty: 4277.718262
	Iteration 15Q: 3 clusters Score -655881.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -655908.562500 Penalty: 4277.718262
	Iteration 16Q: 3 clusters Score -655908.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -655930.437500 Penalty: 4277.718262
	Iteration 17Q: 3 clusters Score -655930.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -655949.250000 Penalty: 4277.718262
	Iteration 18Q: 3 clusters Score -655949.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -655960.250000 Penalty: 4277.718262
	Iteration 19Q: 3 clusters Score -655960.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -655972.062500 Penalty: 4277.718262
	Iteration 20F: 3 clusters Score -655972.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -655981.750000 Penalty: 4277.718262
	Iteration 21Q: 3 clusters Score -655981.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -655988.437500 Penalty: 4277.718262
	Iteration 22Q: 3 clusters Score -655988.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -655992.187500 Penalty: 4277.718262
	Iteration 23Q: 3 clusters Score -655992.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -655995.062500 Penalty: 4277.718262
	Iteration 24Q: 3 clusters Score -655995.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -656002.437500 Penalty: 4277.718262
	Iteration 25Q: 3 clusters Score -656002.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -656007.812500 Penalty: 4277.718262
	Iteration 26Q: 3 clusters Score -656007.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -656011.250000 Penalty: 4277.718262
	Iteration 27Q: 3 clusters Score -656011.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -656014.625000 Penalty: 4277.718262
	Iteration 28Q: 3 clusters Score -656014.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -656015.812500 Penalty: 4277.718262
	Iteration 29Q: 3 clusters Score -656015.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -656016.687500 Penalty: 4277.718262
	Iteration 30Q: 3 clusters Score -656016.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -656018.500000 Penalty: 4277.718262
	Iteration 31Q: 3 clusters Score -656018.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -656019.875000 Penalty: 4277.718262
	Iteration 32Q: 3 clusters Score -656019.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -656022.187500 Penalty: 4277.718262
	Iteration 33Q: 3 clusters Score -656022.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -656022.937500 Penalty: 4277.718262
	Iteration 34Q: 3 clusters Score -656022.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -656024.312500 Penalty: 4277.718262
	Iteration 35Q: 3 clusters Score -656024.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -656028.812500 Penalty: 4277.718262
	Iteration 36Q: 3 clusters Score -656028.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -656031.062500 Penalty: 4277.718262
	Iteration 37Q: 3 clusters Score -656031.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -656035.312500 Penalty: 4277.718262
	Iteration 38Q: 3 clusters Score -656035.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -656039.062500 Penalty: 4277.718262
	Iteration 39Q: 3 clusters Score -656039.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -656040.500000 Penalty: 4277.718262
	Iteration 40F: 3 clusters Score -656040.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -656041.562500 Penalty: 4277.718262
	Iteration 41Q: 3 clusters Score -656041.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -656043.750000 Penalty: 4277.718262
	Iteration 42Q: 3 clusters Score -656043.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -656044.750000 Penalty: 4277.718262
	Iteration 43Q: 3 clusters Score -656044.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -656046.812500 Penalty: 4277.718262
	Iteration 44Q: 3 clusters Score -656046.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -656048.687500 Penalty: 4277.718262
	Iteration 45Q: 3 clusters Score -656048.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -656048.875000 Penalty: 4277.718262
	Iteration 46Q: 3 clusters Score -656048.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -656048.562500 Penalty: 4277.718262
	Iteration 47Q: 3 clusters Score -656048.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -656049.500000 Penalty: 4277.718262
	Iteration 48Q: 3 clusters Score -656049.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -656049.500000 Penalty: 4277.718262
	Iteration 49F: 3 clusters Score -656049.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (36077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36077 members 
Entering Unmasked Estep 
Score: -4530366.000000 Penalty: 2602.365967
	Iteration 0F: 2 clusters Score -4530366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -4505752.000000 Penalty: 5204.731934
	Iteration 0F: 3 clusters Score -4505752 nChanged 16576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -4514843.000000 Penalty: 5204.731934
	Iteration 1F: 3 clusters Score -4514843 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -4515547.500000 Penalty: 5204.731934
	Iteration 2F: 3 clusters Score -4515548 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -4516424.500000 Penalty: 5204.731934
	Iteration 3F: 3 clusters Score -4516424 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22329 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -4517647.000000 Penalty: 5204.731934
	Iteration 4F: 3 clusters Score -4517647 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -4519266.000000 Penalty: 5204.731934
	Iteration 5F: 3 clusters Score -4519266 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -4521217.000000 Penalty: 5204.731934
	Iteration 6F: 3 clusters Score -4521217 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -4523353.500000 Penalty: 5204.731934
	Iteration 7F: 3 clusters Score -4523354 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30098 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -4525238.000000 Penalty: 5204.731934
	Iteration 8F: 3 clusters Score -4525238 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -4526639.500000 Penalty: 5204.731934
	Iteration 9Q: 3 clusters Score -4526640 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31945 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -4527287.500000 Penalty: 5204.731934
	Iteration 10Q: 3 clusters Score -4527288 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -4527572.000000 Penalty: 5204.731934
	Iteration 11Q: 3 clusters Score -4527572 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -4527772.000000 Penalty: 5204.731934
	Iteration 12Q: 3 clusters Score -4527772 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32881 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -4527887.000000 Penalty: 5204.731934
	Iteration 13Q: 3 clusters Score -4527887 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -4528013.000000 Penalty: 5204.731934
	Iteration 14Q: 3 clusters Score -4528013 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -4528078.500000 Penalty: 5204.731934
	Iteration 15Q: 3 clusters Score -4528078 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -4528138.500000 Penalty: 5204.731934
	Iteration 16Q: 3 clusters Score -4528138 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33580 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -4528203.500000 Penalty: 5204.731934
	Iteration 17Q: 3 clusters Score -4528204 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33703 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -4528231.000000 Penalty: 5204.731934
	Iteration 18Q: 3 clusters Score -4528231 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33803 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -4528267.000000 Penalty: 5204.731934
	Iteration 19Q: 3 clusters Score -4528267 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33895 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -4528297.500000 Penalty: 5204.731934
	Iteration 20F: 3 clusters Score -4528298 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -4528314.500000 Penalty: 5204.731934
	Iteration 21Q: 3 clusters Score -4528314 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34051 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -4528329.000000 Penalty: 5204.731934
	Iteration 22Q: 3 clusters Score -4528329 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -4528354.500000 Penalty: 5204.731934
	Iteration 23Q: 3 clusters Score -4528354 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -4528375.000000 Penalty: 5204.731934
	Iteration 24Q: 3 clusters Score -4528375 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34236 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -4528388.500000 Penalty: 5204.731934
	Iteration 25Q: 3 clusters Score -4528388 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -4528407.000000 Penalty: 5204.731934
	Iteration 26Q: 3 clusters Score -4528407 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34338 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -4528424.000000 Penalty: 5204.731934
	Iteration 27Q: 3 clusters Score -4528424 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -4528449.000000 Penalty: 5204.731934
	Iteration 28Q: 3 clusters Score -4528449 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34441 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -4528462.000000 Penalty: 5204.731934
	Iteration 29Q: 3 clusters Score -4528462 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -4528477.500000 Penalty: 5204.731934
	Iteration 30Q: 3 clusters Score -4528478 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34509 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -4528478.000000 Penalty: 5204.731934
	Iteration 31Q: 3 clusters Score -4528478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34525 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -4528477.500000 Penalty: 5204.731934
	Iteration 32Q: 3 clusters Score -4528478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34541 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -4528486.500000 Penalty: 5204.731934
	Iteration 33Q: 3 clusters Score -4528486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34551 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -4528482.500000 Penalty: 5204.731934
	Iteration 34Q: 3 clusters Score -4528482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34559 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -4528494.500000 Penalty: 5204.731934
	Iteration 35Q: 3 clusters Score -4528494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34570 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -4528492.500000 Penalty: 5204.731934
	Iteration 36Q: 3 clusters Score -4528492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34576 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -4528493.500000 Penalty: 5204.731934
	Iteration 37Q: 3 clusters Score -4528494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34581 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -4528492.000000 Penalty: 5204.731934
	Iteration 38Q: 3 clusters Score -4528492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -4528491.000000 Penalty: 5204.731934
	Iteration 39Q: 3 clusters Score -4528491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -4528491.500000 Penalty: 5204.731934
	Iteration 40F: 3 clusters Score -4528492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34597 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -4528493.500000 Penalty: 5204.731934
	Iteration 41Q: 3 clusters Score -4528494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -4528491.000000 Penalty: 5204.731934
	Iteration 42Q: 3 clusters Score -4528491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -4528490.500000 Penalty: 5204.731934
	Iteration 43Q: 3 clusters Score -4528490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34604 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -4528492.000000 Penalty: 5204.731934
	Iteration 44Q: 3 clusters Score -4528492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -4528492.000000 Penalty: 5204.731934
	Iteration 45Q: 3 clusters Score -4528492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34606 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -4528490.500000 Penalty: 5204.731934
	Iteration 46Q: 3 clusters Score -4528490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34606 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -4528490.500000 Penalty: 5204.731934
	Iteration 47F: 3 clusters Score -4528490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (59227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59227 members 
Entering Unmasked Estep 
Score: -7472363.500000 Penalty: 2725.304932
	Iteration 0F: 2 clusters Score -7472364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -7432446.000000 Penalty: 5450.609863
	Iteration 0F: 3 clusters Score -7432446 nChanged 27553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30466 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -7447642.000000 Penalty: 5450.609863
	Iteration 1F: 3 clusters Score -7447642 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30850 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -7448205.000000 Penalty: 5450.609863
	Iteration 2Q: 3 clusters Score -7448205 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31405 members 
Mstep: Class 2 contains 27822 members 
Entering Unmasked Estep 
Score: -7448637.000000 Penalty: 5450.609863
	Iteration 3Q: 3 clusters Score -7448637 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -7449126.000000 Penalty: 5450.609863
	Iteration 4Q: 3 clusters Score -7449126 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -7449712.000000 Penalty: 5450.609863
	Iteration 5Q: 3 clusters Score -7449712 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -7450645.000000 Penalty: 5450.609863
	Iteration 6Q: 3 clusters Score -7450645 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38149 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -7452079.500000 Penalty: 5450.609863
	Iteration 7Q: 3 clusters Score -7452080 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41750 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -7454426.000000 Penalty: 5450.609863
	Iteration 8F: 3 clusters Score -7454426 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46187 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -7458054.000000 Penalty: 5450.609863
	Iteration 9F: 3 clusters Score -7458054 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50963 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -7462602.500000 Penalty: 5450.609863
	Iteration 10F: 3 clusters Score -7462602 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54835 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -7466445.500000 Penalty: 5450.609863
	Iteration 11F: 3 clusters Score -7466446 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57076 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -7468559.500000 Penalty: 5450.609863
	Iteration 12Q: 3 clusters Score -7468560 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58065 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -7469550.500000 Penalty: 5450.609863
	Iteration 13Q: 3 clusters Score -7469550 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58427 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -7469945.500000 Penalty: 5450.609863
	Iteration 14Q: 3 clusters Score -7469946 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58589 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -7470160.000000 Penalty: 5450.609863
	Iteration 15Q: 3 clusters Score -7470160 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58651 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -7470284.000000 Penalty: 5450.609863
	Iteration 16Q: 3 clusters Score -7470284 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58679 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -7470353.500000 Penalty: 5450.609863
	Iteration 17Q: 3 clusters Score -7470354 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58705 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -7470410.500000 Penalty: 5450.609863
	Iteration 18Q: 3 clusters Score -7470410 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58717 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -7470433.500000 Penalty: 5450.609863
	Iteration 19Q: 3 clusters Score -7470434 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58721 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -7470439.000000 Penalty: 5450.609863
	Iteration 20F: 3 clusters Score -7470439 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58724 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -7470452.000000 Penalty: 5450.609863
	Iteration 21Q: 3 clusters Score -7470452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58726 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -7470467.000000 Penalty: 5450.609863
	Iteration 22Q: 3 clusters Score -7470467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58733 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -7470476.000000 Penalty: 5450.609863
	Iteration 23Q: 3 clusters Score -7470476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58740 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -7470483.000000 Penalty: 5450.609863
	Iteration 24Q: 3 clusters Score -7470483 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58744 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -7470495.500000 Penalty: 5450.609863
	Iteration 25Q: 3 clusters Score -7470496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58750 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -7470499.500000 Penalty: 5450.609863
	Iteration 26Q: 3 clusters Score -7470500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58751 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -7470503.000000 Penalty: 5450.609863
	Iteration 27Q: 3 clusters Score -7470503 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58751 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -7470503.000000 Penalty: 5450.609863
	Iteration 28F: 3 clusters Score -7470503 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Entering Unmasked Estep 
Score: -593525.375000 Penalty: 2102.036621
	Iteration 0F: 2 clusters Score -593525.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -589172.750000 Penalty: 4204.073242
	Iteration 0F: 3 clusters Score -589172.8 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -590181.562500 Penalty: 4204.073242
	Iteration 1F: 3 clusters Score -590181.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -590400.312500 Penalty: 4204.073242
	Iteration 2F: 3 clusters Score -590400.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -590539.437500 Penalty: 4204.073242
	Iteration 3Q: 3 clusters Score -590539.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -590656.000000 Penalty: 4204.073242
	Iteration 4Q: 3 clusters Score -590656 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -590804.687500 Penalty: 4204.073242
	Iteration 5Q: 3 clusters Score -590804.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -590955.812500 Penalty: 4204.073242
	Iteration 6Q: 3 clusters Score -590955.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -591113.000000 Penalty: 4204.073242
	Iteration 7Q: 3 clusters Score -591113 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -591282.687500 Penalty: 4204.073242
	Iteration 8Q: 3 clusters Score -591282.7 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -591444.812500 Penalty: 4204.073242
	Iteration 9Q: 3 clusters Score -591444.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -591604.062500 Penalty: 4204.073242
	Iteration 10Q: 3 clusters Score -591604.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -591738.500000 Penalty: 4204.073242
	Iteration 11Q: 3 clusters Score -591738.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -591844.312500 Penalty: 4204.073242
	Iteration 12Q: 3 clusters Score -591844.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -591916.250000 Penalty: 4204.073242
	Iteration 13Q: 3 clusters Score -591916.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -591965.250000 Penalty: 4204.073242
	Iteration 14Q: 3 clusters Score -591965.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -591998.125000 Penalty: 4204.073242
	Iteration 15Q: 3 clusters Score -591998.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -592025.437500 Penalty: 4204.073242
	Iteration 16Q: 3 clusters Score -592025.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -592044.812500 Penalty: 4204.073242
	Iteration 17Q: 3 clusters Score -592044.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -592059.750000 Penalty: 4204.073242
	Iteration 18Q: 3 clusters Score -592059.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -592074.875000 Penalty: 4204.073242
	Iteration 19Q: 3 clusters Score -592074.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -592089.625000 Penalty: 4204.073242
	Iteration 20F: 3 clusters Score -592089.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -592104.812500 Penalty: 4204.073242
	Iteration 21Q: 3 clusters Score -592104.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -592118.937500 Penalty: 4204.073242
	Iteration 22Q: 3 clusters Score -592118.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -592131.875000 Penalty: 4204.073242
	Iteration 23Q: 3 clusters Score -592131.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -592141.562500 Penalty: 4204.073242
	Iteration 24Q: 3 clusters Score -592141.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -592149.125000 Penalty: 4204.073242
	Iteration 25Q: 3 clusters Score -592149.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -592156.750000 Penalty: 4204.073242
	Iteration 26Q: 3 clusters Score -592156.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -592163.187500 Penalty: 4204.073242
	Iteration 27Q: 3 clusters Score -592163.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -592167.187500 Penalty: 4204.073242
	Iteration 28Q: 3 clusters Score -592167.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -592169.875000 Penalty: 4204.073242
	Iteration 29Q: 3 clusters Score -592169.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -592172.875000 Penalty: 4204.073242
	Iteration 30Q: 3 clusters Score -592172.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -592176.125000 Penalty: 4204.073242
	Iteration 31Q: 3 clusters Score -592176.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -592180.125000 Penalty: 4204.073242
	Iteration 32Q: 3 clusters Score -592180.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -592179.750000 Penalty: 4204.073242
	Iteration 33Q: 3 clusters Score -592179.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -592180.000000 Penalty: 4204.073242
	Iteration 34Q: 3 clusters Score -592180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -592180.000000 Penalty: 4204.073242
	Iteration 35F: 3 clusters Score -592180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Entering Unmasked Estep 
Score: -2669992.250000 Penalty: 2482.091553
	Iteration 0F: 2 clusters Score -2669992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -2654614.000000 Penalty: 4964.183105
	Iteration 0F: 3 clusters Score -2654614 nChanged 9803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -2659958.000000 Penalty: 4964.183105
	Iteration 1F: 3 clusters Score -2659958 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -2660463.000000 Penalty: 4964.183105
	Iteration 2F: 3 clusters Score -2660463 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -2660945.750000 Penalty: 4964.183105
	Iteration 3F: 3 clusters Score -2660946 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -2661447.000000 Penalty: 4964.183105
	Iteration 4Q: 3 clusters Score -2661447 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -2661994.750000 Penalty: 4964.183105
	Iteration 5F: 3 clusters Score -2661995 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -2662686.750000 Penalty: 4964.183105
	Iteration 6F: 3 clusters Score -2662687 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -2663529.250000 Penalty: 4964.183105
	Iteration 7F: 3 clusters Score -2663529 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -2664541.500000 Penalty: 4964.183105
	Iteration 8F: 3 clusters Score -2664542 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -2665498.500000 Penalty: 4964.183105
	Iteration 9F: 3 clusters Score -2665498 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -2666229.750000 Penalty: 4964.183105
	Iteration 10Q: 3 clusters Score -2666230 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -2666743.000000 Penalty: 4964.183105
	Iteration 11Q: 3 clusters Score -2666743 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -2667135.500000 Penalty: 4964.183105
	Iteration 12Q: 3 clusters Score -2667136 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -2667417.250000 Penalty: 4964.183105
	Iteration 13Q: 3 clusters Score -2667417 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -2667594.750000 Penalty: 4964.183105
	Iteration 14Q: 3 clusters Score -2667595 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -2667686.750000 Penalty: 4964.183105
	Iteration 15Q: 3 clusters Score -2667687 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -2667756.000000 Penalty: 4964.183105
	Iteration 16Q: 3 clusters Score -2667756 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -2667813.500000 Penalty: 4964.183105
	Iteration 17Q: 3 clusters Score -2667814 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -2667860.250000 Penalty: 4964.183105
	Iteration 18Q: 3 clusters Score -2667860 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -2667883.500000 Penalty: 4964.183105
	Iteration 19Q: 3 clusters Score -2667884 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 21429 members 
Entering Unmasked Estep 
Score: -2667911.000000 Penalty: 4964.183105
	Iteration 20F: 3 clusters Score -2667911 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -2667926.000000 Penalty: 4964.183105
	Iteration 21Q: 3 clusters Score -2667926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -2667935.750000 Penalty: 4964.183105
	Iteration 22Q: 3 clusters Score -2667936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -2667944.250000 Penalty: 4964.183105
	Iteration 23Q: 3 clusters Score -2667944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -2667954.250000 Penalty: 4964.183105
	Iteration 24Q: 3 clusters Score -2667954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -2667958.500000 Penalty: 4964.183105
	Iteration 25Q: 3 clusters Score -2667958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -2667963.750000 Penalty: 4964.183105
	Iteration 26Q: 3 clusters Score -2667964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -2667973.250000 Penalty: 4964.183105
	Iteration 27Q: 3 clusters Score -2667973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -2667968.000000 Penalty: 4964.183105
	Iteration 28Q: 3 clusters Score -2667968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -2667969.500000 Penalty: 4964.183105
	Iteration 29Q: 3 clusters Score -2667970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -2667972.250000 Penalty: 4964.183105
	Iteration 30Q: 3 clusters Score -2667972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -2667971.250000 Penalty: 4964.183105
	Iteration 31Q: 3 clusters Score -2667971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -2667971.750000 Penalty: 4964.183105
	Iteration 32Q: 3 clusters Score -2667972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -2667970.750000 Penalty: 4964.183105
	Iteration 33Q: 3 clusters Score -2667971 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -2667973.750000 Penalty: 4964.183105
	Iteration 34Q: 3 clusters Score -2667974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -2667975.250000 Penalty: 4964.183105
	Iteration 35Q: 3 clusters Score -2667975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -2667976.250000 Penalty: 4964.183105
	Iteration 36Q: 3 clusters Score -2667976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -2667975.750000 Penalty: 4964.183105
	Iteration 37Q: 3 clusters Score -2667976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -2667977.250000 Penalty: 4964.183105
	Iteration 38Q: 3 clusters Score -2667977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -2667976.500000 Penalty: 4964.183105
	Iteration 39Q: 3 clusters Score -2667976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -2667976.500000 Penalty: 4964.183105
	Iteration 40F: 3 clusters Score -2667976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Entering Unmasked Estep 
Score: -1546673.500000 Penalty: 2336.469727
	Iteration 0F: 2 clusters Score -1546674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1537510.375000 Penalty: 4672.939453
	Iteration 0F: 3 clusters Score -1537510 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1540356.000000 Penalty: 4672.939453
	Iteration 1F: 3 clusters Score -1540356 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1540726.875000 Penalty: 4672.939453
	Iteration 2F: 3 clusters Score -1540727 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1541067.375000 Penalty: 4672.939453
	Iteration 3F: 3 clusters Score -1541067 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1541415.000000 Penalty: 4672.939453
	Iteration 4F: 3 clusters Score -1541415 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1541820.125000 Penalty: 4672.939453
	Iteration 5F: 3 clusters Score -1541820 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1542248.875000 Penalty: 4672.939453
	Iteration 6F: 3 clusters Score -1542249 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1542701.125000 Penalty: 4672.939453
	Iteration 7F: 3 clusters Score -1542701 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1543173.625000 Penalty: 4672.939453
	Iteration 8F: 3 clusters Score -1543174 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1543575.500000 Penalty: 4672.939453
	Iteration 9Q: 3 clusters Score -1543576 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -1543856.500000 Penalty: 4672.939453
	Iteration 10Q: 3 clusters Score -1543856 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1544076.500000 Penalty: 4672.939453
	Iteration 11Q: 3 clusters Score -1544076 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1544230.875000 Penalty: 4672.939453
	Iteration 12Q: 3 clusters Score -1544231 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1544348.125000 Penalty: 4672.939453
	Iteration 13Q: 3 clusters Score -1544348 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1544423.625000 Penalty: 4672.939453
	Iteration 14Q: 3 clusters Score -1544424 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 10710 members 
Entering Unmasked Estep 
Score: -1544488.750000 Penalty: 4672.939453
	Iteration 15Q: 3 clusters Score -1544489 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1544538.625000 Penalty: 4672.939453
	Iteration 16Q: 3 clusters Score -1544539 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1544580.875000 Penalty: 4672.939453
	Iteration 17Q: 3 clusters Score -1544581 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1544619.125000 Penalty: 4672.939453
	Iteration 18Q: 3 clusters Score -1544619 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1544656.750000 Penalty: 4672.939453
	Iteration 19Q: 3 clusters Score -1544657 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1544694.250000 Penalty: 4672.939453
	Iteration 20F: 3 clusters Score -1544694 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1544719.125000 Penalty: 4672.939453
	Iteration 21Q: 3 clusters Score -1544719 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1544734.125000 Penalty: 4672.939453
	Iteration 22Q: 3 clusters Score -1544734 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1544759.250000 Penalty: 4672.939453
	Iteration 23Q: 3 clusters Score -1544759 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1544787.750000 Penalty: 4672.939453
	Iteration 24Q: 3 clusters Score -1544788 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -1544816.250000 Penalty: 4672.939453
	Iteration 25Q: 3 clusters Score -1544816 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1544849.500000 Penalty: 4672.939453
	Iteration 26Q: 3 clusters Score -1544850 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1544874.625000 Penalty: 4672.939453
	Iteration 27Q: 3 clusters Score -1544875 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1544896.875000 Penalty: 4672.939453
	Iteration 28Q: 3 clusters Score -1544897 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -1544915.125000 Penalty: 4672.939453
	Iteration 29Q: 3 clusters Score -1544915 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -1544929.875000 Penalty: 4672.939453
	Iteration 30Q: 3 clusters Score -1544930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -1544939.875000 Penalty: 4672.939453
	Iteration 31Q: 3 clusters Score -1544940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1544943.250000 Penalty: 4672.939453
	Iteration 32Q: 3 clusters Score -1544943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -1544946.625000 Penalty: 4672.939453
	Iteration 33Q: 3 clusters Score -1544947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -1544950.125000 Penalty: 4672.939453
	Iteration 34Q: 3 clusters Score -1544950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1544950.875000 Penalty: 4672.939453
	Iteration 35Q: 3 clusters Score -1544951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -1544954.375000 Penalty: 4672.939453
	Iteration 36Q: 3 clusters Score -1544954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -1544953.750000 Penalty: 4672.939453
	Iteration 37Q: 3 clusters Score -1544954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1544957.750000 Penalty: 4672.939453
	Iteration 38Q: 3 clusters Score -1544958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -1544962.875000 Penalty: 4672.939453
	Iteration 39Q: 3 clusters Score -1544963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -1544967.500000 Penalty: 4672.939453
	Iteration 40F: 3 clusters Score -1544968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1544971.625000 Penalty: 4672.939453
	Iteration 41Q: 3 clusters Score -1544972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 11594 members 
Entering Unmasked Estep 
Score: -1544977.500000 Penalty: 4672.939453
	Iteration 42Q: 3 clusters Score -1544978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1544982.625000 Penalty: 4672.939453
	Iteration 43Q: 3 clusters Score -1544983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -1544988.375000 Penalty: 4672.939453
	Iteration 44Q: 3 clusters Score -1544988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1544989.250000 Penalty: 4672.939453
	Iteration 45Q: 3 clusters Score -1544989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1544987.375000 Penalty: 4672.939453
	Iteration 46Q: 3 clusters Score -1544987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -1544990.375000 Penalty: 4672.939453
	Iteration 47Q: 3 clusters Score -1544990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1544989.500000 Penalty: 4672.939453
	Iteration 48Q: 3 clusters Score -1544990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1544992.250000 Penalty: 4672.939453
	Iteration 49Q: 3 clusters Score -1544992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -1544996.875000 Penalty: 4672.939453
	Iteration 50Q: 3 clusters Score -1544997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1544999.250000 Penalty: 4672.939453
	Iteration 51Q: 3 clusters Score -1544999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1544998.250000 Penalty: 4672.939453
	Iteration 52Q: 3 clusters Score -1544998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1545001.000000 Penalty: 4672.939453
	Iteration 53Q: 3 clusters Score -1545001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1545001.000000 Penalty: 4672.939453
	Iteration 54F: 3 clusters Score -1545001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -81930.281250 Penalty: 1624.667847
	Iteration 0F: 2 clusters Score -81930.28 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 361 members 
Entering Unmasked Estep 
Score: -80260.710938 Penalty: 3249.335693
	Iteration 0F: 3 clusters Score -80260.71 nChanged 145
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: -80481.632812 Penalty: 3249.335693
	Iteration 1F: 3 clusters Score -80481.63 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -80541.265625 Penalty: 3249.335693
	Iteration 2F: 3 clusters Score -80541.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -80579.226562 Penalty: 3249.335693
	Iteration 3Q: 3 clusters Score -80579.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -80599.625000 Penalty: 3249.335693
	Iteration 4Q: 3 clusters Score -80599.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -80606.289062 Penalty: 3249.335693
	Iteration 5Q: 3 clusters Score -80606.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -80613.632812 Penalty: 3249.335693
	Iteration 6Q: 3 clusters Score -80613.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -80615.468750 Penalty: 3249.335693
	Iteration 7Q: 3 clusters Score -80615.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -80616.781250 Penalty: 3249.335693
	Iteration 8Q: 3 clusters Score -80616.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -80616.781250 Penalty: 3249.335693
	Iteration 9F: 3 clusters Score -80616.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Entering Unmasked Estep 
Score: -120329.195312 Penalty: 1723.802002
	Iteration 0F: 2 clusters Score -120329.2 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 543 members 
Entering Unmasked Estep 
Score: -118408.710938 Penalty: 3447.604004
	Iteration 0F: 3 clusters Score -118408.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -118874.078125 Penalty: 3447.604004
	Iteration 1F: 3 clusters Score -118874.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -118973.054688 Penalty: 3447.604004
	Iteration 2F: 3 clusters Score -118973.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -119008.843750 Penalty: 3447.604004
	Iteration 3Q: 3 clusters Score -119008.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -119023.828125 Penalty: 3447.604004
	Iteration 4Q: 3 clusters Score -119023.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -119032.382812 Penalty: 3447.604004
	Iteration 5Q: 3 clusters Score -119032.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -119038.140625 Penalty: 3447.604004
	Iteration 6Q: 3 clusters Score -119038.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -119044.367188 Penalty: 3447.604004
	Iteration 7Q: 3 clusters Score -119044.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -119049.593750 Penalty: 3447.604004
	Iteration 8Q: 3 clusters Score -119049.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -119052.789062 Penalty: 3447.604004
	Iteration 9Q: 3 clusters Score -119052.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -119054.984375 Penalty: 3447.604004
	Iteration 10Q: 3 clusters Score -119055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -119058.664062 Penalty: 3447.604004
	Iteration 11Q: 3 clusters Score -119058.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -119062.781250 Penalty: 3447.604004
	Iteration 12Q: 3 clusters Score -119062.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -119066.968750 Penalty: 3447.604004
	Iteration 13Q: 3 clusters Score -119067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -119070.359375 Penalty: 3447.604004
	Iteration 14Q: 3 clusters Score -119070.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -119072.468750 Penalty: 3447.604004
	Iteration 15Q: 3 clusters Score -119072.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -119080.273438 Penalty: 3447.604004
	Iteration 16Q: 3 clusters Score -119080.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -119090.500000 Penalty: 3447.604004
	Iteration 17Q: 3 clusters Score -119090.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -119095.054688 Penalty: 3447.604004
	Iteration 18Q: 3 clusters Score -119095.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -119097.054688 Penalty: 3447.604004
	Iteration 19Q: 3 clusters Score -119097.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -119097.054688 Penalty: 3447.604004
	Iteration 20F: 3 clusters Score -119097.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Entering Unmasked Estep 
Score: -727932.687500 Penalty: 2147.312744
	Iteration 0F: 2 clusters Score -727932.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -722943.437500 Penalty: 4294.625488
	Iteration 0F: 3 clusters Score -722943.4 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -724220.250000 Penalty: 4294.625488
	Iteration 1F: 3 clusters Score -724220.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -724471.312500 Penalty: 4294.625488
	Iteration 2F: 3 clusters Score -724471.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -724628.312500 Penalty: 4294.625488
	Iteration 3F: 3 clusters Score -724628.3 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -724754.312500 Penalty: 4294.625488
	Iteration 4Q: 3 clusters Score -724754.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -724869.000000 Penalty: 4294.625488
	Iteration 5Q: 3 clusters Score -724869 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -724958.687500 Penalty: 4294.625488
	Iteration 6Q: 3 clusters Score -724958.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -725033.500000 Penalty: 4294.625488
	Iteration 7Q: 3 clusters Score -725033.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -725087.187500 Penalty: 4294.625488
	Iteration 8Q: 3 clusters Score -725087.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -725131.062500 Penalty: 4294.625488
	Iteration 9Q: 3 clusters Score -725131.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -725161.750000 Penalty: 4294.625488
	Iteration 10Q: 3 clusters Score -725161.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -725194.937500 Penalty: 4294.625488
	Iteration 11Q: 3 clusters Score -725194.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -725222.812500 Penalty: 4294.625488
	Iteration 12Q: 3 clusters Score -725222.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -725243.312500 Penalty: 4294.625488
	Iteration 13Q: 3 clusters Score -725243.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -725264.250000 Penalty: 4294.625488
	Iteration 14Q: 3 clusters Score -725264.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -725281.375000 Penalty: 4294.625488
	Iteration 15Q: 3 clusters Score -725281.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -725302.250000 Penalty: 4294.625488
	Iteration 16Q: 3 clusters Score -725302.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -725324.000000 Penalty: 4294.625488
	Iteration 17Q: 3 clusters Score -725324 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -725348.625000 Penalty: 4294.625488
	Iteration 18Q: 3 clusters Score -725348.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -725365.250000 Penalty: 4294.625488
	Iteration 19Q: 3 clusters Score -725365.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -725379.375000 Penalty: 4294.625488
	Iteration 20F: 3 clusters Score -725379.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -725394.687500 Penalty: 4294.625488
	Iteration 21Q: 3 clusters Score -725394.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -725417.875000 Penalty: 4294.625488
	Iteration 22Q: 3 clusters Score -725417.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -725451.312500 Penalty: 4294.625488
	Iteration 23Q: 3 clusters Score -725451.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -725475.500000 Penalty: 4294.625488
	Iteration 24Q: 3 clusters Score -725475.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -725495.062500 Penalty: 4294.625488
	Iteration 25Q: 3 clusters Score -725495.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -725518.062500 Penalty: 4294.625488
	Iteration 26Q: 3 clusters Score -725518.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -725538.687500 Penalty: 4294.625488
	Iteration 27Q: 3 clusters Score -725538.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -725554.812500 Penalty: 4294.625488
	Iteration 28Q: 3 clusters Score -725554.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -725574.625000 Penalty: 4294.625488
	Iteration 29Q: 3 clusters Score -725574.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -725590.562500 Penalty: 4294.625488
	Iteration 30Q: 3 clusters Score -725590.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -725617.062500 Penalty: 4294.625488
	Iteration 31Q: 3 clusters Score -725617.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -725641.812500 Penalty: 4294.625488
	Iteration 32Q: 3 clusters Score -725641.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -725657.625000 Penalty: 4294.625488
	Iteration 33Q: 3 clusters Score -725657.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -725672.312500 Penalty: 4294.625488
	Iteration 34Q: 3 clusters Score -725672.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -725686.250000 Penalty: 4294.625488
	Iteration 35Q: 3 clusters Score -725686.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -725704.000000 Penalty: 4294.625488
	Iteration 36Q: 3 clusters Score -725704 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -725714.187500 Penalty: 4294.625488
	Iteration 37Q: 3 clusters Score -725714.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -725728.812500 Penalty: 4294.625488
	Iteration 38Q: 3 clusters Score -725728.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -725747.500000 Penalty: 4294.625488
	Iteration 39Q: 3 clusters Score -725747.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -725763.750000 Penalty: 4294.625488
	Iteration 40F: 3 clusters Score -725763.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -725773.375000 Penalty: 4294.625488
	Iteration 41Q: 3 clusters Score -725773.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -725781.000000 Penalty: 4294.625488
	Iteration 42Q: 3 clusters Score -725781 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -725786.750000 Penalty: 4294.625488
	Iteration 43Q: 3 clusters Score -725786.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -725788.125000 Penalty: 4294.625488
	Iteration 44Q: 3 clusters Score -725788.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -725791.937500 Penalty: 4294.625488
	Iteration 45Q: 3 clusters Score -725791.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -725794.375000 Penalty: 4294.625488
	Iteration 46Q: 3 clusters Score -725794.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -725795.500000 Penalty: 4294.625488
	Iteration 47Q: 3 clusters Score -725795.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -725794.312500 Penalty: 4294.625488
	Iteration 48Q: 3 clusters Score -725794.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -725794.750000 Penalty: 4294.625488
	Iteration 49Q: 3 clusters Score -725794.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -725796.625000 Penalty: 4294.625488
	Iteration 50Q: 3 clusters Score -725796.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -725795.500000 Penalty: 4294.625488
	Iteration 51Q: 3 clusters Score -725795.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -725798.500000 Penalty: 4294.625488
	Iteration 52Q: 3 clusters Score -725798.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -725799.062500 Penalty: 4294.625488
	Iteration 53Q: 3 clusters Score -725799.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -725800.687500 Penalty: 4294.625488
	Iteration 54Q: 3 clusters Score -725800.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -725803.375000 Penalty: 4294.625488
	Iteration 55Q: 3 clusters Score -725803.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -725805.375000 Penalty: 4294.625488
	Iteration 56Q: 3 clusters Score -725805.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -725806.562500 Penalty: 4294.625488
	Iteration 57Q: 3 clusters Score -725806.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -725806.812500 Penalty: 4294.625488
	Iteration 58Q: 3 clusters Score -725806.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -725807.375000 Penalty: 4294.625488
	Iteration 59Q: 3 clusters Score -725807.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -725808.750000 Penalty: 4294.625488
	Iteration 60F: 3 clusters Score -725808.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -725808.937500 Penalty: 4294.625488
	Iteration 61Q: 3 clusters Score -725808.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -725809.312500 Penalty: 4294.625488
	Iteration 62Q: 3 clusters Score -725809.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -725810.250000 Penalty: 4294.625488
	Iteration 63Q: 3 clusters Score -725810.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -725811.375000 Penalty: 4294.625488
	Iteration 64Q: 3 clusters Score -725811.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -725812.000000 Penalty: 4294.625488
	Iteration 65Q: 3 clusters Score -725812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -725814.187500 Penalty: 4294.625488
	Iteration 66Q: 3 clusters Score -725814.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -725815.875000 Penalty: 4294.625488
	Iteration 67Q: 3 clusters Score -725815.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -725816.187500 Penalty: 4294.625488
	Iteration 68Q: 3 clusters Score -725816.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -725817.937500 Penalty: 4294.625488
	Iteration 69Q: 3 clusters Score -725817.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -725820.000000 Penalty: 4294.625488
	Iteration 70Q: 3 clusters Score -725820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -725819.562500 Penalty: 4294.625488
	Iteration 71Q: 3 clusters Score -725819.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -725822.500000 Penalty: 4294.625488
	Iteration 72Q: 3 clusters Score -725822.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -725824.375000 Penalty: 4294.625488
	Iteration 73Q: 3 clusters Score -725824.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -725825.312500 Penalty: 4294.625488
	Iteration 74Q: 3 clusters Score -725825.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -725825.875000 Penalty: 4294.625488
	Iteration 75Q: 3 clusters Score -725825.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -725824.625000 Penalty: 4294.625488
	Iteration 76Q: 3 clusters Score -725824.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -725825.812500 Penalty: 4294.625488
	Iteration 77Q: 3 clusters Score -725825.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -725826.250000 Penalty: 4294.625488
	Iteration 78Q: 3 clusters Score -725826.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -725826.812500 Penalty: 4294.625488
	Iteration 79Q: 3 clusters Score -725826.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -725825.500000 Penalty: 4294.625488
	Iteration 80F: 3 clusters Score -725825.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (16875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Entering Unmasked Estep 
Score: -2119684.750000 Penalty: 2413.929932
	Iteration 0F: 2 clusters Score -2119685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -2107658.750000 Penalty: 4827.859863
	Iteration 0F: 3 clusters Score -2107659 nChanged 7312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -2111736.500000 Penalty: 4827.859863
	Iteration 1F: 3 clusters Score -2111736 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -2112288.500000 Penalty: 4827.859863
	Iteration 2F: 3 clusters Score -2112288 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -2112844.500000 Penalty: 4827.859863
	Iteration 3F: 3 clusters Score -2112844 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -2113474.250000 Penalty: 4827.859863
	Iteration 4F: 3 clusters Score -2113474 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -2114209.750000 Penalty: 4827.859863
	Iteration 5F: 3 clusters Score -2114210 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -2115030.000000 Penalty: 4827.859863
	Iteration 6F: 3 clusters Score -2115030 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -2115852.250000 Penalty: 4827.859863
	Iteration 7F: 3 clusters Score -2115852 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -2116533.750000 Penalty: 4827.859863
	Iteration 8Q: 3 clusters Score -2116534 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -2116986.250000 Penalty: 4827.859863
	Iteration 9Q: 3 clusters Score -2116986 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -2117268.500000 Penalty: 4827.859863
	Iteration 10Q: 3 clusters Score -2117268 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -2117413.750000 Penalty: 4827.859863
	Iteration 11Q: 3 clusters Score -2117414 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -2117482.750000 Penalty: 4827.859863
	Iteration 12Q: 3 clusters Score -2117483 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -2117534.500000 Penalty: 4827.859863
	Iteration 13Q: 3 clusters Score -2117534 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -2117576.750000 Penalty: 4827.859863
	Iteration 14Q: 3 clusters Score -2117577 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -2117617.250000 Penalty: 4827.859863
	Iteration 15Q: 3 clusters Score -2117617 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -2117654.250000 Penalty: 4827.859863
	Iteration 16Q: 3 clusters Score -2117654 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -2117676.250000 Penalty: 4827.859863
	Iteration 17Q: 3 clusters Score -2117676 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -2117690.750000 Penalty: 4827.859863
	Iteration 18Q: 3 clusters Score -2117691 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -2117701.750000 Penalty: 4827.859863
	Iteration 19Q: 3 clusters Score -2117702 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -2117714.000000 Penalty: 4827.859863
	Iteration 20F: 3 clusters Score -2117714 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -2117728.000000 Penalty: 4827.859863
	Iteration 21Q: 3 clusters Score -2117728 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -2117738.000000 Penalty: 4827.859863
	Iteration 22Q: 3 clusters Score -2117738 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -2117748.000000 Penalty: 4827.859863
	Iteration 23Q: 3 clusters Score -2117748 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -2117755.750000 Penalty: 4827.859863
	Iteration 24Q: 3 clusters Score -2117756 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -2117772.000000 Penalty: 4827.859863
	Iteration 25Q: 3 clusters Score -2117772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -2117773.000000 Penalty: 4827.859863
	Iteration 26Q: 3 clusters Score -2117773 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -2117778.250000 Penalty: 4827.859863
	Iteration 27Q: 3 clusters Score -2117778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -2117786.750000 Penalty: 4827.859863
	Iteration 28Q: 3 clusters Score -2117787 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -2117790.250000 Penalty: 4827.859863
	Iteration 29Q: 3 clusters Score -2117790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -2117788.250000 Penalty: 4827.859863
	Iteration 30Q: 3 clusters Score -2117788 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -2117795.500000 Penalty: 4827.859863
	Iteration 31Q: 3 clusters Score -2117796 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -2117796.750000 Penalty: 4827.859863
	Iteration 32Q: 3 clusters Score -2117797 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -2117805.500000 Penalty: 4827.859863
	Iteration 33Q: 3 clusters Score -2117806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -2117803.500000 Penalty: 4827.859863
	Iteration 34Q: 3 clusters Score -2117804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -2117805.250000 Penalty: 4827.859863
	Iteration 35Q: 3 clusters Score -2117805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -2117803.000000 Penalty: 4827.859863
	Iteration 36Q: 3 clusters Score -2117803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 14696 members 
Entering Unmasked Estep 
Score: -2117804.250000 Penalty: 4827.859863
	Iteration 37Q: 3 clusters Score -2117804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -2117806.500000 Penalty: 4827.859863
	Iteration 38Q: 3 clusters Score -2117806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -2117811.500000 Penalty: 4827.859863
	Iteration 39Q: 3 clusters Score -2117812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -2117811.500000 Penalty: 4827.859863
	Iteration 40F: 3 clusters Score -2117812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -2117811.500000 Penalty: 4827.859863
	Iteration 41Q: 3 clusters Score -2117812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -2117811.500000 Penalty: 4827.859863
	Iteration 42F: 3 clusters Score -2117812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44177 members 
Entering Unmasked Estep 
Score: -5577222.000000 Penalty: 2652.597900
	Iteration 0F: 2 clusters Score -5577222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -5547671.000000 Penalty: 5305.195801
	Iteration 0F: 3 clusters Score -5547671 nChanged 20126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -5558771.500000 Penalty: 5305.195801
	Iteration 1F: 3 clusters Score -5558772 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -5559296.000000 Penalty: 5305.195801
	Iteration 2Q: 3 clusters Score -5559296 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 22302 members 
Entering Unmasked Estep 
Score: -5559727.500000 Penalty: 5305.195801
	Iteration 3Q: 3 clusters Score -5559728 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -5560094.500000 Penalty: 5305.195801
	Iteration 4Q: 3 clusters Score -5560094 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -5560370.500000 Penalty: 5305.195801
	Iteration 5Q: 3 clusters Score -5560370 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -5560756.500000 Penalty: 5305.195801
	Iteration 6Q: 3 clusters Score -5560756 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -5561102.000000 Penalty: 5305.195801
	Iteration 7Q: 3 clusters Score -5561102 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -5561487.000000 Penalty: 5305.195801
	Iteration 8Q: 3 clusters Score -5561487 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -5561901.000000 Penalty: 5305.195801
	Iteration 9Q: 3 clusters Score -5561901 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -5562407.000000 Penalty: 5305.195801
	Iteration 10Q: 3 clusters Score -5562407 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -5562917.500000 Penalty: 5305.195801
	Iteration 11Q: 3 clusters Score -5562918 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -5563652.000000 Penalty: 5305.195801
	Iteration 12Q: 3 clusters Score -5563652 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -5564492.500000 Penalty: 5305.195801
	Iteration 13Q: 3 clusters Score -5564492 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -5565391.000000 Penalty: 5305.195801
	Iteration 14Q: 3 clusters Score -5565391 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 30858 members 
Entering Unmasked Estep 
Score: -5566529.000000 Penalty: 5305.195801
	Iteration 15Q: 3 clusters Score -5566529 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -5567820.000000 Penalty: 5305.195801
	Iteration 16Q: 3 clusters Score -5567820 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 34659 members 
Entering Unmasked Estep 
Score: -5569187.000000 Penalty: 5305.195801
	Iteration 17Q: 3 clusters Score -5569187 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 36383 members 
Entering Unmasked Estep 
Score: -5570458.000000 Penalty: 5305.195801
	Iteration 18Q: 3 clusters Score -5570458 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 37804 members 
Entering Unmasked Estep 
Score: -5571581.500000 Penalty: 5305.195801
	Iteration 19Q: 3 clusters Score -5571582 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 38940 members 
Entering Unmasked Estep 
Score: -5572394.500000 Penalty: 5305.195801
	Iteration 20F: 3 clusters Score -5572394 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 39752 members 
Entering Unmasked Estep 
Score: -5572945.500000 Penalty: 5305.195801
	Iteration 21Q: 3 clusters Score -5572946 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 40373 members 
Entering Unmasked Estep 
Score: -5573335.500000 Penalty: 5305.195801
	Iteration 22Q: 3 clusters Score -5573336 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -5573650.000000 Penalty: 5305.195801
	Iteration 23Q: 3 clusters Score -5573650 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 41287 members 
Entering Unmasked Estep 
Score: -5573863.000000 Penalty: 5305.195801
	Iteration 24Q: 3 clusters Score -5573863 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -5574022.500000 Penalty: 5305.195801
	Iteration 25Q: 3 clusters Score -5574022 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 41942 members 
Entering Unmasked Estep 
Score: -5574171.000000 Penalty: 5305.195801
	Iteration 26Q: 3 clusters Score -5574171 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 42188 members 
Entering Unmasked Estep 
Score: -5574316.000000 Penalty: 5305.195801
	Iteration 27Q: 3 clusters Score -5574316 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 42398 members 
Entering Unmasked Estep 
Score: -5574433.500000 Penalty: 5305.195801
	Iteration 28Q: 3 clusters Score -5574434 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 42579 members 
Entering Unmasked Estep 
Score: -5574511.500000 Penalty: 5305.195801
	Iteration 29Q: 3 clusters Score -5574512 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 42715 members 
Entering Unmasked Estep 
Score: -5574586.000000 Penalty: 5305.195801
	Iteration 30Q: 3 clusters Score -5574586 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 42828 members 
Entering Unmasked Estep 
Score: -5574640.500000 Penalty: 5305.195801
	Iteration 31Q: 3 clusters Score -5574640 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 42921 members 
Entering Unmasked Estep 
Score: -5574677.500000 Penalty: 5305.195801
	Iteration 32Q: 3 clusters Score -5574678 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 43007 members 
Entering Unmasked Estep 
Score: -5574719.500000 Penalty: 5305.195801
	Iteration 33Q: 3 clusters Score -5574720 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 43070 members 
Entering Unmasked Estep 
Score: -5574756.000000 Penalty: 5305.195801
	Iteration 34Q: 3 clusters Score -5574756 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 43125 members 
Entering Unmasked Estep 
Score: -5574771.500000 Penalty: 5305.195801
	Iteration 35Q: 3 clusters Score -5574772 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 43169 members 
Entering Unmasked Estep 
Score: -5574794.000000 Penalty: 5305.195801
	Iteration 36Q: 3 clusters Score -5574794 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 43213 members 
Entering Unmasked Estep 
Score: -5574808.000000 Penalty: 5305.195801
	Iteration 37Q: 3 clusters Score -5574808 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 43254 members 
Entering Unmasked Estep 
Score: -5574829.000000 Penalty: 5305.195801
	Iteration 38Q: 3 clusters Score -5574829 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 43290 members 
Entering Unmasked Estep 
Score: -5574854.500000 Penalty: 5305.195801
	Iteration 39Q: 3 clusters Score -5574854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 43313 members 
Entering Unmasked Estep 
Score: -5574867.500000 Penalty: 5305.195801
	Iteration 40F: 3 clusters Score -5574868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 43324 members 
Entering Unmasked Estep 
Score: -5574879.000000 Penalty: 5305.195801
	Iteration 41Q: 3 clusters Score -5574879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 43335 members 
Entering Unmasked Estep 
Score: -5574882.000000 Penalty: 5305.195801
	Iteration 42Q: 3 clusters Score -5574882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 43348 members 
Entering Unmasked Estep 
Score: -5574886.000000 Penalty: 5305.195801
	Iteration 43Q: 3 clusters Score -5574886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 43361 members 
Entering Unmasked Estep 
Score: -5574900.000000 Penalty: 5305.195801
	Iteration 44Q: 3 clusters Score -5574900 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 43380 members 
Entering Unmasked Estep 
Score: -5574894.000000 Penalty: 5305.195801
	Iteration 45Q: 3 clusters Score -5574894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 43397 members 
Entering Unmasked Estep 
Score: -5574901.500000 Penalty: 5305.195801
	Iteration 46Q: 3 clusters Score -5574902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 43411 members 
Entering Unmasked Estep 
Score: -5574906.500000 Penalty: 5305.195801
	Iteration 47Q: 3 clusters Score -5574906 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 43422 members 
Entering Unmasked Estep 
Score: -5574919.500000 Penalty: 5305.195801
	Iteration 48Q: 3 clusters Score -5574920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 43431 members 
Entering Unmasked Estep 
Score: -5574928.000000 Penalty: 5305.195801
	Iteration 49Q: 3 clusters Score -5574928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 43438 members 
Entering Unmasked Estep 
Score: -5574928.000000 Penalty: 5305.195801
	Iteration 50Q: 3 clusters Score -5574928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 43443 members 
Entering Unmasked Estep 
Score: -5574938.500000 Penalty: 5305.195801
	Iteration 51Q: 3 clusters Score -5574938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 43447 members 
Entering Unmasked Estep 
Score: -5574939.500000 Penalty: 5305.195801
	Iteration 52Q: 3 clusters Score -5574940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 43449 members 
Entering Unmasked Estep 
Score: -5574944.000000 Penalty: 5305.195801
	Iteration 53Q: 3 clusters Score -5574944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 43451 members 
Entering Unmasked Estep 
Score: -5574945.500000 Penalty: 5305.195801
	Iteration 54Q: 3 clusters Score -5574946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 43452 members 
Entering Unmasked Estep 
Score: -5574948.000000 Penalty: 5305.195801
	Iteration 55Q: 3 clusters Score -5574948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 43454 members 
Entering Unmasked Estep 
Score: -5574947.000000 Penalty: 5305.195801
	Iteration 56Q: 3 clusters Score -5574947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 43458 members 
Entering Unmasked Estep 
Score: -5574947.000000 Penalty: 5305.195801
	Iteration 57Q: 3 clusters Score -5574947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 43464 members 
Entering Unmasked Estep 
Score: -5574958.500000 Penalty: 5305.195801
	Iteration 58Q: 3 clusters Score -5574958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 43471 members 
Entering Unmasked Estep 
Score: -5574963.500000 Penalty: 5305.195801
	Iteration 59Q: 3 clusters Score -5574964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -5574958.000000 Penalty: 5305.195801
	Iteration 60F: 3 clusters Score -5574958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 43491 members 
Entering Unmasked Estep 
Score: -5574966.000000 Penalty: 5305.195801
	Iteration 61Q: 3 clusters Score -5574966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 43493 members 
Entering Unmasked Estep 
Score: -5574973.000000 Penalty: 5305.195801
	Iteration 62Q: 3 clusters Score -5574973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 43497 members 
Entering Unmasked Estep 
Score: -5574970.500000 Penalty: 5305.195801
	Iteration 63Q: 3 clusters Score -5574970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 43499 members 
Entering Unmasked Estep 
Score: -5574971.000000 Penalty: 5305.195801
	Iteration 64Q: 3 clusters Score -5574971 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 43501 members 
Entering Unmasked Estep 
Score: -5574969.500000 Penalty: 5305.195801
	Iteration 65Q: 3 clusters Score -5574970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 43501 members 
Entering Unmasked Estep 
Score: -5574973.500000 Penalty: 5305.195801
	Iteration 66Q: 3 clusters Score -5574974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 43504 members 
Entering Unmasked Estep 
Score: -5574979.000000 Penalty: 5305.195801
	Iteration 67Q: 3 clusters Score -5574979 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 43504 members 
Entering Unmasked Estep 
Score: -5574979.000000 Penalty: 5305.195801
	Iteration 68F: 3 clusters Score -5574979 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (233015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233015 members 
Entering Unmasked Estep 
Score: -28933324.000000 Penalty: 3064.996826
	Iteration 0F: 2 clusters Score -2.893332e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116292 members 
Mstep: Class 2 contains 116723 members 
Entering Unmasked Estep 
Score: -28784942.000000 Penalty: 6129.993652
	Iteration 0F: 3 clusters Score -2.878494e+07 nChanged 112621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113631 members 
Mstep: Class 2 contains 119384 members 
Entering Unmasked Estep 
Score: -28850332.000000 Penalty: 6129.993652
	Iteration 1F: 3 clusters Score -2.885033e+07 nChanged 5787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111688 members 
Mstep: Class 2 contains 121327 members 
Entering Unmasked Estep 
Score: -28851184.000000 Penalty: 6129.993652
	Iteration 2Q: 3 clusters Score -2.885118e+07 nChanged 6389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108821 members 
Mstep: Class 2 contains 124194 members 
Entering Unmasked Estep 
Score: -28852780.000000 Penalty: 6129.993652
	Iteration 3Q: 3 clusters Score -2.885278e+07 nChanged 7230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104553 members 
Mstep: Class 2 contains 128462 members 
Entering Unmasked Estep 
Score: -28854718.000000 Penalty: 6129.993652
	Iteration 4Q: 3 clusters Score -2.885472e+07 nChanged 8669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98172 members 
Mstep: Class 2 contains 134843 members 
Entering Unmasked Estep 
Score: -28858878.000000 Penalty: 6129.993652
	Iteration 5Q: 3 clusters Score -2.885888e+07 nChanged 10823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89129 members 
Mstep: Class 2 contains 143886 members 
Entering Unmasked Estep 
Score: -28865258.000000 Penalty: 6129.993652
	Iteration 6Q: 3 clusters Score -2.886526e+07 nChanged 13513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77134 members 
Mstep: Class 2 contains 155881 members 
Entering Unmasked Estep 
Score: -28875294.000000 Penalty: 6129.993652
	Iteration 7F: 3 clusters Score -2.887529e+07 nChanged 15440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62984 members 
Mstep: Class 2 contains 170031 members 
Entering Unmasked Estep 
Score: -28887652.000000 Penalty: 6129.993652
	Iteration 8F: 3 clusters Score -2.888765e+07 nChanged 15186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48862 members 
Mstep: Class 2 contains 184153 members 
Entering Unmasked Estep 
Score: -28899766.000000 Penalty: 6129.993652
	Iteration 9F: 3 clusters Score -2.889977e+07 nChanged 13049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36559 members 
Mstep: Class 2 contains 196456 members 
Entering Unmasked Estep 
Score: -28909500.000000 Penalty: 6129.993652
	Iteration 10F: 3 clusters Score -2.89095e+07 nChanged 10449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 206473 members 
Entering Unmasked Estep 
Score: -28916920.000000 Penalty: 6129.993652
	Iteration 11Q: 3 clusters Score -2.891692e+07 nChanged 7917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 214208 members 
Entering Unmasked Estep 
Score: -28921946.000000 Penalty: 6129.993652
	Iteration 12Q: 3 clusters Score -2.892195e+07 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 220182 members 
Entering Unmasked Estep 
Score: -28925148.000000 Penalty: 6129.993652
	Iteration 13Q: 3 clusters Score -2.892515e+07 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 224300 members 
Entering Unmasked Estep 
Score: -28927108.000000 Penalty: 6129.993652
	Iteration 14Q: 3 clusters Score -2.892711e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 227151 members 
Entering Unmasked Estep 
Score: -28928430.000000 Penalty: 6129.993652
	Iteration 15Q: 3 clusters Score -2.892843e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 228984 members 
Entering Unmasked Estep 
Score: -28929130.000000 Penalty: 6129.993652
	Iteration 16Q: 3 clusters Score -2.892913e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 230107 members 
Entering Unmasked Estep 
Score: -28929630.000000 Penalty: 6129.993652
	Iteration 17Q: 3 clusters Score -2.892963e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 230821 members 
Entering Unmasked Estep 
Score: -28930032.000000 Penalty: 6129.993652
	Iteration 18Q: 3 clusters Score -2.893003e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 231251 members 
Entering Unmasked Estep 
Score: -28930358.000000 Penalty: 6129.993652
	Iteration 19Q: 3 clusters Score -2.893036e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 231537 members 
Entering Unmasked Estep 
Score: -28930518.000000 Penalty: 6129.993652
	Iteration 20F: 3 clusters Score -2.893052e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 231730 members 
Entering Unmasked Estep 
Score: -28930580.000000 Penalty: 6129.993652
	Iteration 21Q: 3 clusters Score -2.893058e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 231849 members 
Entering Unmasked Estep 
Score: -28930638.000000 Penalty: 6129.993652
	Iteration 22Q: 3 clusters Score -2.893064e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 231945 members 
Entering Unmasked Estep 
Score: -28930624.000000 Penalty: 6129.993652
	Iteration 23Q: 3 clusters Score -2.893062e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 232014 members 
Entering Unmasked Estep 
Score: -28930616.000000 Penalty: 6129.993652
	Iteration 24Q: 3 clusters Score -2.893062e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 232066 members 
Entering Unmasked Estep 
Score: -28930640.000000 Penalty: 6129.993652
	Iteration 25Q: 3 clusters Score -2.893064e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 232098 members 
Entering Unmasked Estep 
Score: -28930674.000000 Penalty: 6129.993652
	Iteration 26Q: 3 clusters Score -2.893067e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 232126 members 
Entering Unmasked Estep 
Score: -28930690.000000 Penalty: 6129.993652
	Iteration 27Q: 3 clusters Score -2.893069e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 232139 members 
Entering Unmasked Estep 
Score: -28930700.000000 Penalty: 6129.993652
	Iteration 28Q: 3 clusters Score -2.89307e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 232157 members 
Entering Unmasked Estep 
Score: -28930716.000000 Penalty: 6129.993652
	Iteration 29Q: 3 clusters Score -2.893072e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 232166 members 
Entering Unmasked Estep 
Score: -28930726.000000 Penalty: 6129.993652
	Iteration 30Q: 3 clusters Score -2.893073e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 232181 members 
Entering Unmasked Estep 
Score: -28930738.000000 Penalty: 6129.993652
	Iteration 31Q: 3 clusters Score -2.893074e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 232190 members 
Entering Unmasked Estep 
Score: -28930750.000000 Penalty: 6129.993652
	Iteration 32Q: 3 clusters Score -2.893075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 232194 members 
Entering Unmasked Estep 
Score: -28930748.000000 Penalty: 6129.993652
	Iteration 33Q: 3 clusters Score -2.893075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 232198 members 
Entering Unmasked Estep 
Score: -28930756.000000 Penalty: 6129.993652
	Iteration 34Q: 3 clusters Score -2.893076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 232200 members 
Entering Unmasked Estep 
Score: -28930754.000000 Penalty: 6129.993652
	Iteration 35Q: 3 clusters Score -2.893075e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 232207 members 
Entering Unmasked Estep 
Score: -28930754.000000 Penalty: 6129.993652
	Iteration 36Q: 3 clusters Score -2.893075e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 232212 members 
Entering Unmasked Estep 
Score: -28930748.000000 Penalty: 6129.993652
	Iteration 37Q: 3 clusters Score -2.893075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 232214 members 
Entering Unmasked Estep 
Score: -28930752.000000 Penalty: 6129.993652
	Iteration 38Q: 3 clusters Score -2.893075e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 232215 members 
Entering Unmasked Estep 
Score: -28930752.000000 Penalty: 6129.993652
	Iteration 39Q: 3 clusters Score -2.893075e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 232215 members 
Entering Unmasked Estep 
Score: -28930752.000000 Penalty: 6129.993652
	Iteration 40F: 3 clusters Score -2.893075e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (102049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102049 members 
Entering Unmasked Estep 
Score: -12817760.000000 Penalty: 2860.235840
	Iteration 0F: 2 clusters Score -1.281776e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51053 members 
Mstep: Class 2 contains 50996 members 
Entering Unmasked Estep 
Score: -12749576.000000 Penalty: 5720.471680
	Iteration 0F: 3 clusters Score -1.274958e+07 nChanged 48350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52079 members 
Mstep: Class 2 contains 49970 members 
Entering Unmasked Estep 
Score: -12777239.000000 Penalty: 5720.471680
	Iteration 1F: 3 clusters Score -1.277724e+07 nChanged 3190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52775 members 
Mstep: Class 2 contains 49274 members 
Entering Unmasked Estep 
Score: -12777866.000000 Penalty: 5720.471680
	Iteration 2Q: 3 clusters Score -1.277787e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53773 members 
Mstep: Class 2 contains 48276 members 
Entering Unmasked Estep 
Score: -12778528.000000 Penalty: 5720.471680
	Iteration 3Q: 3 clusters Score -1.277853e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55196 members 
Mstep: Class 2 contains 46853 members 
Entering Unmasked Estep 
Score: -12779212.000000 Penalty: 5720.471680
	Iteration 4Q: 3 clusters Score -1.277921e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57305 members 
Mstep: Class 2 contains 44744 members 
Entering Unmasked Estep 
Score: -12780171.000000 Penalty: 5720.471680
	Iteration 5Q: 3 clusters Score -1.278017e+07 nChanged 3785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60416 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -12781545.000000 Penalty: 5720.471680
	Iteration 6Q: 3 clusters Score -1.278154e+07 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64706 members 
Mstep: Class 2 contains 37343 members 
Entering Unmasked Estep 
Score: -12783736.000000 Penalty: 5720.471680
	Iteration 7Q: 3 clusters Score -1.278374e+07 nChanged 5908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70504 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -12787391.000000 Penalty: 5720.471680
	Iteration 8F: 3 clusters Score -1.278739e+07 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77854 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -12792891.000000 Penalty: 5720.471680
	Iteration 9F: 3 clusters Score -1.279289e+07 nChanged 8225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86073 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -12800103.000000 Penalty: 5720.471680
	Iteration 10F: 3 clusters Score -1.28001e+07 nChanged 7475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93546 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -12807136.000000 Penalty: 5720.471680
	Iteration 11F: 3 clusters Score -1.280714e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98491 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -12811768.000000 Penalty: 5720.471680
	Iteration 12Q: 3 clusters Score -1.281177e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100814 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -12814026.000000 Penalty: 5720.471680
	Iteration 13Q: 3 clusters Score -1.281403e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101548 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -12814825.000000 Penalty: 5720.471680
	Iteration 14Q: 3 clusters Score -1.281482e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101731 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -12815023.000000 Penalty: 5720.471680
	Iteration 15Q: 3 clusters Score -1.281502e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101788 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -12815114.000000 Penalty: 5720.471680
	Iteration 16Q: 3 clusters Score -1.281511e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101818 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -12815165.000000 Penalty: 5720.471680
	Iteration 17Q: 3 clusters Score -1.281516e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101831 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -12815198.000000 Penalty: 5720.471680
	Iteration 18Q: 3 clusters Score -1.28152e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101830 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -12815216.000000 Penalty: 5720.471680
	Iteration 19Q: 3 clusters Score -1.281522e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101837 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -12815248.000000 Penalty: 5720.471680
	Iteration 20F: 3 clusters Score -1.281525e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101842 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -12815241.000000 Penalty: 5720.471680
	Iteration 21Q: 3 clusters Score -1.281524e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101842 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -12815241.000000 Penalty: 5720.471680
	Iteration 22F: 3 clusters Score -1.281524e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (193431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193431 members 
Entering Unmasked Estep 
Score: -24046646.000000 Penalty: 3018.823730
	Iteration 0F: 2 clusters Score -2.404665e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96714 members 
Mstep: Class 2 contains 96717 members 
Entering Unmasked Estep 
Score: -23920170.000000 Penalty: 6037.647461
	Iteration 0F: 3 clusters Score -2.392017e+07 nChanged 93063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99023 members 
Mstep: Class 2 contains 94408 members 
Entering Unmasked Estep 
Score: -23974438.000000 Penalty: 6037.647461
	Iteration 1F: 3 clusters Score -2.397444e+07 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100238 members 
Mstep: Class 2 contains 93193 members 
Entering Unmasked Estep 
Score: -23976358.000000 Penalty: 6037.647461
	Iteration 2Q: 3 clusters Score -2.397636e+07 nChanged 6999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102089 members 
Mstep: Class 2 contains 91342 members 
Entering Unmasked Estep 
Score: -23978514.000000 Penalty: 6037.647461
	Iteration 3Q: 3 clusters Score -2.397851e+07 nChanged 8633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104936 members 
Mstep: Class 2 contains 88495 members 
Entering Unmasked Estep 
Score: -23982302.000000 Penalty: 6037.647461
	Iteration 4Q: 3 clusters Score -2.39823e+07 nChanged 10562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109324 members 
Mstep: Class 2 contains 84107 members 
Entering Unmasked Estep 
Score: -23987954.000000 Penalty: 6037.647461
	Iteration 5F: 3 clusters Score -2.398795e+07 nChanged 12544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115596 members 
Mstep: Class 2 contains 77835 members 
Entering Unmasked Estep 
Score: -23996254.000000 Penalty: 6037.647461
	Iteration 6F: 3 clusters Score -2.399625e+07 nChanged 13849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123203 members 
Mstep: Class 2 contains 70228 members 
Entering Unmasked Estep 
Score: -24007440.000000 Penalty: 6037.647461
	Iteration 7F: 3 clusters Score -2.400744e+07 nChanged 13545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130742 members 
Mstep: Class 2 contains 62689 members 
Entering Unmasked Estep 
Score: -24019694.000000 Penalty: 6037.647461
	Iteration 8F: 3 clusters Score -2.401969e+07 nChanged 11098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136218 members 
Mstep: Class 2 contains 57213 members 
Entering Unmasked Estep 
Score: -24028590.000000 Penalty: 6037.647461
	Iteration 9F: 3 clusters Score -2.402859e+07 nChanged 7320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139980 members 
Mstep: Class 2 contains 53451 members 
Entering Unmasked Estep 
Score: -24032674.000000 Penalty: 6037.647461
	Iteration 10Q: 3 clusters Score -2.403267e+07 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143036 members 
Mstep: Class 2 contains 50395 members 
Entering Unmasked Estep 
Score: -24034552.000000 Penalty: 6037.647461
	Iteration 11Q: 3 clusters Score -2.403455e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145725 members 
Mstep: Class 2 contains 47706 members 
Entering Unmasked Estep 
Score: -24035764.000000 Penalty: 6037.647461
	Iteration 12Q: 3 clusters Score -2.403576e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148289 members 
Mstep: Class 2 contains 45142 members 
Entering Unmasked Estep 
Score: -24036614.000000 Penalty: 6037.647461
	Iteration 13Q: 3 clusters Score -2.403661e+07 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150768 members 
Mstep: Class 2 contains 42663 members 
Entering Unmasked Estep 
Score: -24037580.000000 Penalty: 6037.647461
	Iteration 14Q: 3 clusters Score -2.403758e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153063 members 
Mstep: Class 2 contains 40368 members 
Entering Unmasked Estep 
Score: -24038344.000000 Penalty: 6037.647461
	Iteration 15Q: 3 clusters Score -2.403834e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155246 members 
Mstep: Class 2 contains 38185 members 
Entering Unmasked Estep 
Score: -24039132.000000 Penalty: 6037.647461
	Iteration 16Q: 3 clusters Score -2.403913e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157423 members 
Mstep: Class 2 contains 36008 members 
Entering Unmasked Estep 
Score: -24039686.000000 Penalty: 6037.647461
	Iteration 17Q: 3 clusters Score -2.403969e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159443 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
Score: -24040126.000000 Penalty: 6037.647461
	Iteration 18Q: 3 clusters Score -2.404013e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161439 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
Score: -24040622.000000 Penalty: 6037.647461
	Iteration 19Q: 3 clusters Score -2.404062e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163385 members 
Mstep: Class 2 contains 30046 members 
Entering Unmasked Estep 
Score: -24040974.000000 Penalty: 6037.647461
	Iteration 20F: 3 clusters Score -2.404097e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165331 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -24041348.000000 Penalty: 6037.647461
	Iteration 21Q: 3 clusters Score -2.404135e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167282 members 
Mstep: Class 2 contains 26149 members 
Entering Unmasked Estep 
Score: -24041592.000000 Penalty: 6037.647461
	Iteration 22Q: 3 clusters Score -2.404159e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169228 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -24042016.000000 Penalty: 6037.647461
	Iteration 23Q: 3 clusters Score -2.404202e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171085 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -24042366.000000 Penalty: 6037.647461
	Iteration 24Q: 3 clusters Score -2.404237e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172851 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -24042688.000000 Penalty: 6037.647461
	Iteration 25Q: 3 clusters Score -2.404269e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174562 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -24042844.000000 Penalty: 6037.647461
	Iteration 26Q: 3 clusters Score -2.404284e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176202 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -24043160.000000 Penalty: 6037.647461
	Iteration 27Q: 3 clusters Score -2.404316e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177742 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -24043362.000000 Penalty: 6037.647461
	Iteration 28Q: 3 clusters Score -2.404336e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179219 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -24043694.000000 Penalty: 6037.647461
	Iteration 29Q: 3 clusters Score -2.404369e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180623 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -24043844.000000 Penalty: 6037.647461
	Iteration 30Q: 3 clusters Score -2.404384e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181853 members 
Mstep: Class 2 contains 11578 members 
Entering Unmasked Estep 
Score: -24044052.000000 Penalty: 6037.647461
	Iteration 31Q: 3 clusters Score -2.404405e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182938 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -24044282.000000 Penalty: 6037.647461
	Iteration 32Q: 3 clusters Score -2.404428e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183956 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -24044382.000000 Penalty: 6037.647461
	Iteration 33Q: 3 clusters Score -2.404438e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184952 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -24044620.000000 Penalty: 6037.647461
	Iteration 34Q: 3 clusters Score -2.404462e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185880 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -24044756.000000 Penalty: 6037.647461
	Iteration 35Q: 3 clusters Score -2.404476e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186674 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -24044732.000000 Penalty: 6037.647461
	Iteration 36Q: 3 clusters Score -2.404473e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187342 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -24044776.000000 Penalty: 6037.647461
	Iteration 37Q: 3 clusters Score -2.404478e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187948 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -24044856.000000 Penalty: 6037.647461
	Iteration 38Q: 3 clusters Score -2.404486e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188468 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -24044938.000000 Penalty: 6037.647461
	Iteration 39Q: 3 clusters Score -2.404494e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188911 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -24044968.000000 Penalty: 6037.647461
	Iteration 40F: 3 clusters Score -2.404497e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189291 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -24044982.000000 Penalty: 6037.647461
	Iteration 41Q: 3 clusters Score -2.404498e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189616 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -24045014.000000 Penalty: 6037.647461
	Iteration 42Q: 3 clusters Score -2.404501e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189881 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -24045004.000000 Penalty: 6037.647461
	Iteration 43Q: 3 clusters Score -2.4045e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190094 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -24045040.000000 Penalty: 6037.647461
	Iteration 44Q: 3 clusters Score -2.404504e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190288 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -24045094.000000 Penalty: 6037.647461
	Iteration 45Q: 3 clusters Score -2.404509e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190450 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -24045060.000000 Penalty: 6037.647461
	Iteration 46Q: 3 clusters Score -2.404506e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190581 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -24045054.000000 Penalty: 6037.647461
	Iteration 47Q: 3 clusters Score -2.404505e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190701 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -24045072.000000 Penalty: 6037.647461
	Iteration 48Q: 3 clusters Score -2.404507e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190805 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -24045060.000000 Penalty: 6037.647461
	Iteration 49Q: 3 clusters Score -2.404506e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190909 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -24045060.000000 Penalty: 6037.647461
	Iteration 50Q: 3 clusters Score -2.404506e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190986 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -24045100.000000 Penalty: 6037.647461
	Iteration 51Q: 3 clusters Score -2.40451e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191065 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -24045140.000000 Penalty: 6037.647461
	Iteration 52Q: 3 clusters Score -2.404514e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191134 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -24045086.000000 Penalty: 6037.647461
	Iteration 53Q: 3 clusters Score -2.404509e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191181 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -24045074.000000 Penalty: 6037.647461
	Iteration 54Q: 3 clusters Score -2.404507e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191220 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -24045090.000000 Penalty: 6037.647461
	Iteration 55Q: 3 clusters Score -2.404509e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191255 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -24045072.000000 Penalty: 6037.647461
	Iteration 56Q: 3 clusters Score -2.404507e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191289 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -24045068.000000 Penalty: 6037.647461
	Iteration 57Q: 3 clusters Score -2.404507e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191317 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -24045068.000000 Penalty: 6037.647461
	Iteration 58Q: 3 clusters Score -2.404507e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191341 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -24045050.000000 Penalty: 6037.647461
	Iteration 59Q: 3 clusters Score -2.404505e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191359 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -24045034.000000 Penalty: 6037.647461
	Iteration 60F: 3 clusters Score -2.404503e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191374 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -24045048.000000 Penalty: 6037.647461
	Iteration 61Q: 3 clusters Score -2.404505e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191384 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -24045062.000000 Penalty: 6037.647461
	Iteration 62Q: 3 clusters Score -2.404506e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191393 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -24045066.000000 Penalty: 6037.647461
	Iteration 63Q: 3 clusters Score -2.404507e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191398 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -24045058.000000 Penalty: 6037.647461
	Iteration 64Q: 3 clusters Score -2.404506e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191407 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -24045068.000000 Penalty: 6037.647461
	Iteration 65Q: 3 clusters Score -2.404507e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191414 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -24045068.000000 Penalty: 6037.647461
	Iteration 66Q: 3 clusters Score -2.404507e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191417 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -24045064.000000 Penalty: 6037.647461
	Iteration 67Q: 3 clusters Score -2.404506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191421 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -24045056.000000 Penalty: 6037.647461
	Iteration 68Q: 3 clusters Score -2.404506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191425 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -24045048.000000 Penalty: 6037.647461
	Iteration 69Q: 3 clusters Score -2.404505e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191429 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -24045042.000000 Penalty: 6037.647461
	Iteration 70Q: 3 clusters Score -2.404504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191432 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -24045044.000000 Penalty: 6037.647461
	Iteration 71Q: 3 clusters Score -2.404504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191433 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -24045054.000000 Penalty: 6037.647461
	Iteration 72Q: 3 clusters Score -2.404505e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191435 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -24045064.000000 Penalty: 6037.647461
	Iteration 73Q: 3 clusters Score -2.404506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191440 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -24045064.000000 Penalty: 6037.647461
	Iteration 74Q: 3 clusters Score -2.404506e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191444 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -24045066.000000 Penalty: 6037.647461
	Iteration 75Q: 3 clusters Score -2.404507e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191449 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -24045076.000000 Penalty: 6037.647461
	Iteration 76Q: 3 clusters Score -2.404508e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191454 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -24045076.000000 Penalty: 6037.647461
	Iteration 77Q: 3 clusters Score -2.404508e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191458 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -24045070.000000 Penalty: 6037.647461
	Iteration 78Q: 3 clusters Score -2.404507e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191459 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -24045066.000000 Penalty: 6037.647461
	Iteration 79Q: 3 clusters Score -2.404507e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191459 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -24045066.000000 Penalty: 6037.647461
	Iteration 80F: 3 clusters Score -2.404507e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Entering Unmasked Estep 
Score: -390895.656250 Penalty: 1998.543579
	Iteration 0F: 2 clusters Score -390895.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -387538.875000 Penalty: 3997.087158
	Iteration 0F: 3 clusters Score -387538.9 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -388188.406250 Penalty: 3997.087158
	Iteration 1F: 3 clusters Score -388188.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -388340.906250 Penalty: 3997.087158
	Iteration 2F: 3 clusters Score -388340.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -388404.156250 Penalty: 3997.087158
	Iteration 3Q: 3 clusters Score -388404.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -388447.875000 Penalty: 3997.087158
	Iteration 4Q: 3 clusters Score -388447.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -388484.812500 Penalty: 3997.087158
	Iteration 5Q: 3 clusters Score -388484.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -388515.000000 Penalty: 3997.087158
	Iteration 6Q: 3 clusters Score -388515 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -388537.343750 Penalty: 3997.087158
	Iteration 7Q: 3 clusters Score -388537.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -388550.937500 Penalty: 3997.087158
	Iteration 8Q: 3 clusters Score -388550.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -388562.906250 Penalty: 3997.087158
	Iteration 9Q: 3 clusters Score -388562.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -388574.187500 Penalty: 3997.087158
	Iteration 10Q: 3 clusters Score -388574.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -388584.750000 Penalty: 3997.087158
	Iteration 11Q: 3 clusters Score -388584.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -388590.500000 Penalty: 3997.087158
	Iteration 12Q: 3 clusters Score -388590.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -388599.156250 Penalty: 3997.087158
	Iteration 13Q: 3 clusters Score -388599.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -388610.031250 Penalty: 3997.087158
	Iteration 14Q: 3 clusters Score -388610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -388617.781250 Penalty: 3997.087158
	Iteration 15Q: 3 clusters Score -388617.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -388624.687500 Penalty: 3997.087158
	Iteration 16Q: 3 clusters Score -388624.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -388637.625000 Penalty: 3997.087158
	Iteration 17Q: 3 clusters Score -388637.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -388649.718750 Penalty: 3997.087158
	Iteration 18Q: 3 clusters Score -388649.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -388659.500000 Penalty: 3997.087158
	Iteration 19Q: 3 clusters Score -388659.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -388671.062500 Penalty: 3997.087158
	Iteration 20F: 3 clusters Score -388671.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -388682.687500 Penalty: 3997.087158
	Iteration 21Q: 3 clusters Score -388682.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -388696.781250 Penalty: 3997.087158
	Iteration 22Q: 3 clusters Score -388696.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -388707.156250 Penalty: 3997.087158
	Iteration 23Q: 3 clusters Score -388707.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -388715.781250 Penalty: 3997.087158
	Iteration 24Q: 3 clusters Score -388715.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -388721.062500 Penalty: 3997.087158
	Iteration 25Q: 3 clusters Score -388721.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -388729.125000 Penalty: 3997.087158
	Iteration 26Q: 3 clusters Score -388729.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -388734.250000 Penalty: 3997.087158
	Iteration 27Q: 3 clusters Score -388734.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -388738.375000 Penalty: 3997.087158
	Iteration 28Q: 3 clusters Score -388738.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -388744.062500 Penalty: 3997.087158
	Iteration 29Q: 3 clusters Score -388744.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -388749.968750 Penalty: 3997.087158
	Iteration 30Q: 3 clusters Score -388750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -388755.937500 Penalty: 3997.087158
	Iteration 31Q: 3 clusters Score -388755.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -388763.750000 Penalty: 3997.087158
	Iteration 32Q: 3 clusters Score -388763.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -388769.218750 Penalty: 3997.087158
	Iteration 33Q: 3 clusters Score -388769.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -388774.000000 Penalty: 3997.087158
	Iteration 34Q: 3 clusters Score -388774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -388780.625000 Penalty: 3997.087158
	Iteration 35Q: 3 clusters Score -388780.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -388783.437500 Penalty: 3997.087158
	Iteration 36Q: 3 clusters Score -388783.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -388787.312500 Penalty: 3997.087158
	Iteration 37Q: 3 clusters Score -388787.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -388790.656250 Penalty: 3997.087158
	Iteration 38Q: 3 clusters Score -388790.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -388794.562500 Penalty: 3997.087158
	Iteration 39Q: 3 clusters Score -388794.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -388797.812500 Penalty: 3997.087158
	Iteration 40F: 3 clusters Score -388797.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -388798.250000 Penalty: 3997.087158
	Iteration 41Q: 3 clusters Score -388798.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -388798.625000 Penalty: 3997.087158
	Iteration 42Q: 3 clusters Score -388798.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -388798.968750 Penalty: 3997.087158
	Iteration 43Q: 3 clusters Score -388799 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -388798.968750 Penalty: 3997.087158
	Iteration 44F: 3 clusters Score -388799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Entering Unmasked Estep 
Score: -517296.500000 Penalty: 2082.358398
	Iteration 0F: 2 clusters Score -517296.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -513236.187500 Penalty: 4164.716797
	Iteration 0F: 3 clusters Score -513236.2 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -514311.500000 Penalty: 4164.716797
	Iteration 1F: 3 clusters Score -514311.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -514593.843750 Penalty: 4164.716797
	Iteration 2F: 3 clusters Score -514593.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -514828.062500 Penalty: 4164.716797
	Iteration 3F: 3 clusters Score -514828.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -515058.750000 Penalty: 4164.716797
	Iteration 4F: 3 clusters Score -515058.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -515285.593750 Penalty: 4164.716797
	Iteration 5F: 3 clusters Score -515285.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -515520.000000 Penalty: 4164.716797
	Iteration 6F: 3 clusters Score -515520 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -515716.125000 Penalty: 4164.716797
	Iteration 7Q: 3 clusters Score -515716.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -515863.875000 Penalty: 4164.716797
	Iteration 8Q: 3 clusters Score -515863.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -515973.125000 Penalty: 4164.716797
	Iteration 9Q: 3 clusters Score -515973.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -516058.343750 Penalty: 4164.716797
	Iteration 10Q: 3 clusters Score -516058.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -516117.312500 Penalty: 4164.716797
	Iteration 11Q: 3 clusters Score -516117.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -516150.500000 Penalty: 4164.716797
	Iteration 12Q: 3 clusters Score -516150.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -516170.343750 Penalty: 4164.716797
	Iteration 13Q: 3 clusters Score -516170.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -516178.500000 Penalty: 4164.716797
	Iteration 14Q: 3 clusters Score -516178.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -516185.593750 Penalty: 4164.716797
	Iteration 15Q: 3 clusters Score -516185.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -516193.562500 Penalty: 4164.716797
	Iteration 16Q: 3 clusters Score -516193.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -516197.375000 Penalty: 4164.716797
	Iteration 17Q: 3 clusters Score -516197.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -516199.718750 Penalty: 4164.716797
	Iteration 18Q: 3 clusters Score -516199.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -516202.656250 Penalty: 4164.716797
	Iteration 19Q: 3 clusters Score -516202.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -516204.125000 Penalty: 4164.716797
	Iteration 20F: 3 clusters Score -516204.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -516204.937500 Penalty: 4164.716797
	Iteration 21Q: 3 clusters Score -516204.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -516205.062500 Penalty: 4164.716797
	Iteration 22Q: 3 clusters Score -516205.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -516205.906250 Penalty: 4164.716797
	Iteration 23Q: 3 clusters Score -516205.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -516206.375000 Penalty: 4164.716797
	Iteration 24Q: 3 clusters Score -516206.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -516206.375000 Penalty: 4164.716797
	Iteration 25F: 3 clusters Score -516206.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28416 members 
Entering Unmasked Estep 
Score: -3577757.750000 Penalty: 2543.167480
	Iteration 0F: 2 clusters Score -3577758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -3558365.500000 Penalty: 5086.334961
	Iteration 0F: 3 clusters Score -3558366 nChanged 12696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -3565286.000000 Penalty: 5086.334961
	Iteration 1F: 3 clusters Score -3565286 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -3565721.500000 Penalty: 5086.334961
	Iteration 2Q: 3 clusters Score -3565722 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -3566136.250000 Penalty: 5086.334961
	Iteration 3Q: 3 clusters Score -3566136 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -3566643.250000 Penalty: 5086.334961
	Iteration 4Q: 3 clusters Score -3566643 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -3567357.000000 Penalty: 5086.334961
	Iteration 5Q: 3 clusters Score -3567357 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -3568439.000000 Penalty: 5086.334961
	Iteration 6F: 3 clusters Score -3568439 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -3569983.000000 Penalty: 5086.334961
	Iteration 7F: 3 clusters Score -3569983 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -3571854.750000 Penalty: 5086.334961
	Iteration 8F: 3 clusters Score -3571855 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -3573494.750000 Penalty: 5086.334961
	Iteration 9F: 3 clusters Score -3573495 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -3574653.750000 Penalty: 5086.334961
	Iteration 10Q: 3 clusters Score -3574654 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26589 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -3575318.250000 Penalty: 5086.334961
	Iteration 11Q: 3 clusters Score -3575318 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3575696.750000 Penalty: 5086.334961
	Iteration 12Q: 3 clusters Score -3575697 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27296 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3575913.750000 Penalty: 5086.334961
	Iteration 13Q: 3 clusters Score -3575914 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3576014.500000 Penalty: 5086.334961
	Iteration 14Q: 3 clusters Score -3576014 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3576075.500000 Penalty: 5086.334961
	Iteration 15Q: 3 clusters Score -3576076 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3576108.750000 Penalty: 5086.334961
	Iteration 16Q: 3 clusters Score -3576109 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27571 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3576128.250000 Penalty: 5086.334961
	Iteration 17Q: 3 clusters Score -3576128 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3576150.750000 Penalty: 5086.334961
	Iteration 18Q: 3 clusters Score -3576151 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27602 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3576164.500000 Penalty: 5086.334961
	Iteration 19Q: 3 clusters Score -3576164 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3576178.500000 Penalty: 5086.334961
	Iteration 20F: 3 clusters Score -3576178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3576183.250000 Penalty: 5086.334961
	Iteration 21Q: 3 clusters Score -3576183 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3576185.750000 Penalty: 5086.334961
	Iteration 22Q: 3 clusters Score -3576186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3576193.750000 Penalty: 5086.334961
	Iteration 23Q: 3 clusters Score -3576194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3576194.250000 Penalty: 5086.334961
	Iteration 24Q: 3 clusters Score -3576194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3576197.250000 Penalty: 5086.334961
	Iteration 25Q: 3 clusters Score -3576197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3576196.750000 Penalty: 5086.334961
	Iteration 26Q: 3 clusters Score -3576197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27652 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3576196.750000 Penalty: 5086.334961
	Iteration 27Q: 3 clusters Score -3576197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3576200.000000 Penalty: 5086.334961
	Iteration 28Q: 3 clusters Score -3576200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3576201.500000 Penalty: 5086.334961
	Iteration 29Q: 3 clusters Score -3576202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3576209.500000 Penalty: 5086.334961
	Iteration 30Q: 3 clusters Score -3576210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27672 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3576211.750000 Penalty: 5086.334961
	Iteration 31Q: 3 clusters Score -3576212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27673 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3576217.250000 Penalty: 5086.334961
	Iteration 32Q: 3 clusters Score -3576217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3576222.000000 Penalty: 5086.334961
	Iteration 33Q: 3 clusters Score -3576222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -3576219.250000 Penalty: 5086.334961
	Iteration 34Q: 3 clusters Score -3576219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3576217.250000 Penalty: 5086.334961
	Iteration 35Q: 3 clusters Score -3576217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -3576219.500000 Penalty: 5086.334961
	Iteration 36Q: 3 clusters Score -3576220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3576221.000000 Penalty: 5086.334961
	Iteration 37Q: 3 clusters Score -3576221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3576221.000000 Penalty: 5086.334961
	Iteration 38F: 3 clusters Score -3576221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Entering Unmasked Estep 
Score: -2391714.000000 Penalty: 2441.733398
	Iteration 0F: 2 clusters Score -2391714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -2378299.000000 Penalty: 4883.466797
	Iteration 0F: 3 clusters Score -2378299 nChanged 8238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2382768.250000 Penalty: 4883.466797
	Iteration 1F: 3 clusters Score -2382768 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -2383123.750000 Penalty: 4883.466797
	Iteration 2F: 3 clusters Score -2383124 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -2383406.750000 Penalty: 4883.466797
	Iteration 3Q: 3 clusters Score -2383407 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -2383661.000000 Penalty: 4883.466797
	Iteration 4Q: 3 clusters Score -2383661 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -2383909.000000 Penalty: 4883.466797
	Iteration 5Q: 3 clusters Score -2383909 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -2384192.750000 Penalty: 4883.466797
	Iteration 6Q: 3 clusters Score -2384193 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -2384504.000000 Penalty: 4883.466797
	Iteration 7Q: 3 clusters Score -2384504 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -2384896.000000 Penalty: 4883.466797
	Iteration 8Q: 3 clusters Score -2384896 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -2385404.000000 Penalty: 4883.466797
	Iteration 9Q: 3 clusters Score -2385404 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -2386088.500000 Penalty: 4883.466797
	Iteration 10F: 3 clusters Score -2386088 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -2386812.750000 Penalty: 4883.466797
	Iteration 11F: 3 clusters Score -2386813 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -2387408.750000 Penalty: 4883.466797
	Iteration 12Q: 3 clusters Score -2387409 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -2387796.750000 Penalty: 4883.466797
	Iteration 13Q: 3 clusters Score -2387797 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -2388071.750000 Penalty: 4883.466797
	Iteration 14Q: 3 clusters Score -2388072 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -2388251.250000 Penalty: 4883.466797
	Iteration 15Q: 3 clusters Score -2388251 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -2388409.250000 Penalty: 4883.466797
	Iteration 16Q: 3 clusters Score -2388409 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -2388528.250000 Penalty: 4883.466797
	Iteration 17Q: 3 clusters Score -2388528 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -2388585.750000 Penalty: 4883.466797
	Iteration 18Q: 3 clusters Score -2388586 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -2388663.750000 Penalty: 4883.466797
	Iteration 19Q: 3 clusters Score -2388664 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -2388720.500000 Penalty: 4883.466797
	Iteration 20F: 3 clusters Score -2388720 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -2388792.000000 Penalty: 4883.466797
	Iteration 21Q: 3 clusters Score -2388792 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -2388850.250000 Penalty: 4883.466797
	Iteration 22Q: 3 clusters Score -2388850 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -2388908.250000 Penalty: 4883.466797
	Iteration 23Q: 3 clusters Score -2388908 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -2388948.750000 Penalty: 4883.466797
	Iteration 24Q: 3 clusters Score -2388949 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -2388987.250000 Penalty: 4883.466797
	Iteration 25Q: 3 clusters Score -2388987 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -2389021.500000 Penalty: 4883.466797
	Iteration 26Q: 3 clusters Score -2389022 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -2389064.250000 Penalty: 4883.466797
	Iteration 27Q: 3 clusters Score -2389064 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -2389096.000000 Penalty: 4883.466797
	Iteration 28Q: 3 clusters Score -2389096 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2389114.750000 Penalty: 4883.466797
	Iteration 29Q: 3 clusters Score -2389115 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -2389140.000000 Penalty: 4883.466797
	Iteration 30Q: 3 clusters Score -2389140 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -2389160.250000 Penalty: 4883.466797
	Iteration 31Q: 3 clusters Score -2389160 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2389180.000000 Penalty: 4883.466797
	Iteration 32Q: 3 clusters Score -2389180 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2389197.250000 Penalty: 4883.466797
	Iteration 33Q: 3 clusters Score -2389197 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -2389216.250000 Penalty: 4883.466797
	Iteration 34Q: 3 clusters Score -2389216 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2389234.000000 Penalty: 4883.466797
	Iteration 35Q: 3 clusters Score -2389234 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2389252.000000 Penalty: 4883.466797
	Iteration 36Q: 3 clusters Score -2389252 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2389275.500000 Penalty: 4883.466797
	Iteration 37Q: 3 clusters Score -2389276 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2389296.250000 Penalty: 4883.466797
	Iteration 38Q: 3 clusters Score -2389296 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -2389301.250000 Penalty: 4883.466797
	Iteration 39Q: 3 clusters Score -2389301 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2389325.750000 Penalty: 4883.466797
	Iteration 40F: 3 clusters Score -2389326 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2389357.000000 Penalty: 4883.466797
	Iteration 41Q: 3 clusters Score -2389357 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -2389370.750000 Penalty: 4883.466797
	Iteration 42Q: 3 clusters Score -2389371 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2389392.250000 Penalty: 4883.466797
	Iteration 43Q: 3 clusters Score -2389392 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2389413.750000 Penalty: 4883.466797
	Iteration 44Q: 3 clusters Score -2389414 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2389432.500000 Penalty: 4883.466797
	Iteration 45Q: 3 clusters Score -2389432 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2389453.000000 Penalty: 4883.466797
	Iteration 46Q: 3 clusters Score -2389453 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2389470.500000 Penalty: 4883.466797
	Iteration 47Q: 3 clusters Score -2389470 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2389490.500000 Penalty: 4883.466797
	Iteration 48Q: 3 clusters Score -2389490 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2389506.000000 Penalty: 4883.466797
	Iteration 49Q: 3 clusters Score -2389506 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2389507.750000 Penalty: 4883.466797
	Iteration 50Q: 3 clusters Score -2389508 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2389514.750000 Penalty: 4883.466797
	Iteration 51Q: 3 clusters Score -2389515 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2389529.500000 Penalty: 4883.466797
	Iteration 52Q: 3 clusters Score -2389530 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2389542.750000 Penalty: 4883.466797
	Iteration 53Q: 3 clusters Score -2389543 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2389557.000000 Penalty: 4883.466797
	Iteration 54Q: 3 clusters Score -2389557 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2389568.750000 Penalty: 4883.466797
	Iteration 55Q: 3 clusters Score -2389569 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -2389583.000000 Penalty: 4883.466797
	Iteration 56Q: 3 clusters Score -2389583 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17296 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2389594.750000 Penalty: 4883.466797
	Iteration 57Q: 3 clusters Score -2389595 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2389598.500000 Penalty: 4883.466797
	Iteration 58Q: 3 clusters Score -2389598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2389604.250000 Penalty: 4883.466797
	Iteration 59Q: 3 clusters Score -2389604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2389615.000000 Penalty: 4883.466797
	Iteration 60F: 3 clusters Score -2389615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2389621.250000 Penalty: 4883.466797
	Iteration 61Q: 3 clusters Score -2389621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2389620.250000 Penalty: 4883.466797
	Iteration 62Q: 3 clusters Score -2389620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2389620.500000 Penalty: 4883.466797
	Iteration 63Q: 3 clusters Score -2389620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2389617.250000 Penalty: 4883.466797
	Iteration 64Q: 3 clusters Score -2389617 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2389627.000000 Penalty: 4883.466797
	Iteration 65Q: 3 clusters Score -2389627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2389623.750000 Penalty: 4883.466797
	Iteration 66Q: 3 clusters Score -2389624 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2389633.500000 Penalty: 4883.466797
	Iteration 67Q: 3 clusters Score -2389634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2389635.750000 Penalty: 4883.466797
	Iteration 68Q: 3 clusters Score -2389636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2389635.500000 Penalty: 4883.466797
	Iteration 69Q: 3 clusters Score -2389636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2389639.500000 Penalty: 4883.466797
	Iteration 70Q: 3 clusters Score -2389640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2389640.250000 Penalty: 4883.466797
	Iteration 71Q: 3 clusters Score -2389640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2389643.250000 Penalty: 4883.466797
	Iteration 72Q: 3 clusters Score -2389643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2389645.500000 Penalty: 4883.466797
	Iteration 73Q: 3 clusters Score -2389646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2389649.000000 Penalty: 4883.466797
	Iteration 74Q: 3 clusters Score -2389649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -2389648.750000 Penalty: 4883.466797
	Iteration 75Q: 3 clusters Score -2389649 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2389653.750000 Penalty: 4883.466797
	Iteration 76Q: 3 clusters Score -2389654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2389655.750000 Penalty: 4883.466797
	Iteration 77Q: 3 clusters Score -2389656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2389657.500000 Penalty: 4883.466797
	Iteration 78Q: 3 clusters Score -2389658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2389656.250000 Penalty: 4883.466797
	Iteration 79Q: 3 clusters Score -2389656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2389660.000000 Penalty: 4883.466797
	Iteration 80F: 3 clusters Score -2389660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2389664.250000 Penalty: 4883.466797
	Iteration 81Q: 3 clusters Score -2389664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2389669.500000 Penalty: 4883.466797
	Iteration 82Q: 3 clusters Score -2389670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2389667.750000 Penalty: 4883.466797
	Iteration 83Q: 3 clusters Score -2389668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2389668.000000 Penalty: 4883.466797
	Iteration 84Q: 3 clusters Score -2389668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2389669.500000 Penalty: 4883.466797
	Iteration 85Q: 3 clusters Score -2389670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2389674.250000 Penalty: 4883.466797
	Iteration 86Q: 3 clusters Score -2389674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2389670.500000 Penalty: 4883.466797
	Iteration 87Q: 3 clusters Score -2389670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2389670.000000 Penalty: 4883.466797
	Iteration 88Q: 3 clusters Score -2389670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2389669.250000 Penalty: 4883.466797
	Iteration 89Q: 3 clusters Score -2389669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2389669.250000 Penalty: 4883.466797
	Iteration 90F: 3 clusters Score -2389669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Entering Unmasked Estep 
Score: -234315.046875 Penalty: 1901.455200
	Iteration 0F: 2 clusters Score -234315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -231692.968750 Penalty: 3802.910400
	Iteration 0F: 3 clusters Score -231693 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -232250.921875 Penalty: 3802.910400
	Iteration 1F: 3 clusters Score -232250.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -232430.406250 Penalty: 3802.910400
	Iteration 2F: 3 clusters Score -232430.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -232556.656250 Penalty: 3802.910400
	Iteration 3F: 3 clusters Score -232556.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -232681.250000 Penalty: 3802.910400
	Iteration 4Q: 3 clusters Score -232681.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -232768.796875 Penalty: 3802.910400
	Iteration 5Q: 3 clusters Score -232768.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -232848.484375 Penalty: 3802.910400
	Iteration 6Q: 3 clusters Score -232848.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -232917.375000 Penalty: 3802.910400
	Iteration 7Q: 3 clusters Score -232917.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -232989.890625 Penalty: 3802.910400
	Iteration 8Q: 3 clusters Score -232989.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -233070.109375 Penalty: 3802.910400
	Iteration 9Q: 3 clusters Score -233070.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -233150.656250 Penalty: 3802.910400
	Iteration 10Q: 3 clusters Score -233150.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -233234.484375 Penalty: 3802.910400
	Iteration 11Q: 3 clusters Score -233234.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -233339.359375 Penalty: 3802.910400
	Iteration 12Q: 3 clusters Score -233339.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -233401.312500 Penalty: 3802.910400
	Iteration 13Q: 3 clusters Score -233401.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -233464.093750 Penalty: 3802.910400
	Iteration 14Q: 3 clusters Score -233464.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -233568.703125 Penalty: 3802.910400
	Iteration 15Q: 3 clusters Score -233568.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -233644.953125 Penalty: 3802.910400
	Iteration 16Q: 3 clusters Score -233645 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -233758.531250 Penalty: 3802.910400
	Iteration 17Q: 3 clusters Score -233758.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -233834.812500 Penalty: 3802.910400
	Iteration 18Q: 3 clusters Score -233834.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -233870.609375 Penalty: 3802.910400
	Iteration 19Q: 3 clusters Score -233870.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -234024.734375 Penalty: 3802.910400
	Iteration 20F: 3 clusters Score -234024.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -234209.250000 Penalty: 3802.910400
	Iteration 21Q: 3 clusters Score -234209.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -234262.375000 Penalty: 3802.910400
	Iteration 22Q: 3 clusters Score -234262.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -234279.921875 Penalty: 3802.910400
	Iteration 23Q: 3 clusters Score -234279.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -234298.437500 Penalty: 3802.910400
	Iteration 24Q: 3 clusters Score -234298.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -234317.843750 Penalty: 3802.910400
	Iteration 25Q: 3 clusters Score -234317.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -234328.718750 Penalty: 3802.910400
	Iteration 26Q: 3 clusters Score -234328.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -234330.421875 Penalty: 3802.910400
	Iteration 27Q: 3 clusters Score -234330.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -234331.312500 Penalty: 3802.910400
	Iteration 28Q: 3 clusters Score -234331.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -234331.312500 Penalty: 3802.910400
	Iteration 29F: 3 clusters Score -234331.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55214 members 
Mstep: Class 2 contains 5566 members 
Mstep: Class 3 contains 36077 members 
Mstep: Class 4 contains 59227 members 
Mstep: Class 5 contains 4798 members 
Mstep: Class 6 contains 22213 members 
Mstep: Class 7 contains 12348 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5759 members 
Mstep: Class 11 contains 16875 members 
Mstep: Class 12 contains 44177 members 
Mstep: Class 13 contains 233015 members 
Mstep: Class 14 contains 102049 members 
Mstep: Class 15 contains 193431 members 
Mstep: Class 16 contains 3161 members 
Mstep: Class 17 contains 4432 members 
Mstep: Class 18 contains 28416 members 
Mstep: Class 19 contains 18877 members 
Mstep: Class 20 contains 239 members 
Mstep: Class 21 contains 6847 members 
Mstep: Class 22 contains 1038 members 
Mstep: Class 23 contains 1898 members 
Entering Unmasked Estep 
Score: -104770672.000000 Penalty: 77926.218750
Splitting cluster 20 changes total score from -104772072.000000 to -104770672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (6847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Entering Unmasked Estep 
Score: -867787.000000 Penalty: 2190.228271
	Iteration 0F: 2 clusters Score -867787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -862105.500000 Penalty: 4380.456543
	Iteration 0F: 3 clusters Score -862105.5 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -863565.187500 Penalty: 4380.456543
	Iteration 1F: 3 clusters Score -863565.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -863789.500000 Penalty: 4380.456543
	Iteration 2F: 3 clusters Score -863789.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -863929.687500 Penalty: 4380.456543
	Iteration 3Q: 3 clusters Score -863929.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -864014.000000 Penalty: 4380.456543
	Iteration 4Q: 3 clusters Score -864014 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -864084.812500 Penalty: 4380.456543
	Iteration 5Q: 3 clusters Score -864084.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -864142.125000 Penalty: 4380.456543
	Iteration 6Q: 3 clusters Score -864142.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -864193.625000 Penalty: 4380.456543
	Iteration 7Q: 3 clusters Score -864193.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -864239.250000 Penalty: 4380.456543
	Iteration 8Q: 3 clusters Score -864239.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -864284.000000 Penalty: 4380.456543
	Iteration 9Q: 3 clusters Score -864284 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -864331.375000 Penalty: 4380.456543
	Iteration 10Q: 3 clusters Score -864331.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -864388.500000 Penalty: 4380.456543
	Iteration 11Q: 3 clusters Score -864388.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -864450.062500 Penalty: 4380.456543
	Iteration 12Q: 3 clusters Score -864450.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -864535.875000 Penalty: 4380.456543
	Iteration 13Q: 3 clusters Score -864535.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -864618.375000 Penalty: 4380.456543
	Iteration 14Q: 3 clusters Score -864618.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -864714.625000 Penalty: 4380.456543
	Iteration 15Q: 3 clusters Score -864714.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -864830.812500 Penalty: 4380.456543
	Iteration 16Q: 3 clusters Score -864830.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -864958.437500 Penalty: 4380.456543
	Iteration 17Q: 3 clusters Score -864958.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -865091.000000 Penalty: 4380.456543
	Iteration 18Q: 3 clusters Score -865091 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -865203.437500 Penalty: 4380.456543
	Iteration 19Q: 3 clusters Score -865203.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -865306.437500 Penalty: 4380.456543
	Iteration 20F: 3 clusters Score -865306.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -865403.062500 Penalty: 4380.456543
	Iteration 21Q: 3 clusters Score -865403.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -865480.187500 Penalty: 4380.456543
	Iteration 22Q: 3 clusters Score -865480.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -865571.687500 Penalty: 4380.456543
	Iteration 23Q: 3 clusters Score -865571.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -865635.375000 Penalty: 4380.456543
	Iteration 24Q: 3 clusters Score -865635.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -865686.500000 Penalty: 4380.456543
	Iteration 25Q: 3 clusters Score -865686.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -865717.625000 Penalty: 4380.456543
	Iteration 26Q: 3 clusters Score -865717.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -865747.375000 Penalty: 4380.456543
	Iteration 27Q: 3 clusters Score -865747.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -865777.875000 Penalty: 4380.456543
	Iteration 28Q: 3 clusters Score -865777.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -865796.000000 Penalty: 4380.456543
	Iteration 29Q: 3 clusters Score -865796 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -865811.500000 Penalty: 4380.456543
	Iteration 30Q: 3 clusters Score -865811.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -865819.250000 Penalty: 4380.456543
	Iteration 31Q: 3 clusters Score -865819.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -865825.875000 Penalty: 4380.456543
	Iteration 32Q: 3 clusters Score -865825.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -865835.625000 Penalty: 4380.456543
	Iteration 33Q: 3 clusters Score -865835.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -865846.062500 Penalty: 4380.456543
	Iteration 34Q: 3 clusters Score -865846.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -865849.687500 Penalty: 4380.456543
	Iteration 35Q: 3 clusters Score -865849.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -865860.250000 Penalty: 4380.456543
	Iteration 36Q: 3 clusters Score -865860.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -865860.687500 Penalty: 4380.456543
	Iteration 37Q: 3 clusters Score -865860.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -865863.062500 Penalty: 4380.456543
	Iteration 38Q: 3 clusters Score -865863.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -865868.250000 Penalty: 4380.456543
	Iteration 39Q: 3 clusters Score -865868.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -865868.562500 Penalty: 4380.456543
	Iteration 40F: 3 clusters Score -865868.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -865869.937500 Penalty: 4380.456543
	Iteration 41Q: 3 clusters Score -865869.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -865872.375000 Penalty: 4380.456543
	Iteration 42Q: 3 clusters Score -865872.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -865877.312500 Penalty: 4380.456543
	Iteration 43Q: 3 clusters Score -865877.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -865878.312500 Penalty: 4380.456543
	Iteration 44Q: 3 clusters Score -865878.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -865879.750000 Penalty: 4380.456543
	Iteration 45Q: 3 clusters Score -865879.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -865879.750000 Penalty: 4380.456543
	Iteration 46F: 3 clusters Score -865879.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Entering Unmasked Estep 
Score: -121662.609375 Penalty: 1722.372681
	Iteration 0F: 2 clusters Score -121662.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -119704.929688 Penalty: 3444.745361
	Iteration 0F: 3 clusters Score -119704.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -119933.609375 Penalty: 3444.745361
	Iteration 1F: 3 clusters Score -119933.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -120012.648438 Penalty: 3444.745361
	Iteration 2Q: 3 clusters Score -120012.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -120074.507812 Penalty: 3444.745361
	Iteration 3Q: 3 clusters Score -120074.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -120138.437500 Penalty: 3444.745361
	Iteration 4Q: 3 clusters Score -120138.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -120173.562500 Penalty: 3444.745361
	Iteration 5Q: 3 clusters Score -120173.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -120227.171875 Penalty: 3444.745361
	Iteration 6Q: 3 clusters Score -120227.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -120284.679688 Penalty: 3444.745361
	Iteration 7Q: 3 clusters Score -120284.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -120318.937500 Penalty: 3444.745361
	Iteration 8Q: 3 clusters Score -120318.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -120365.367188 Penalty: 3444.745361
	Iteration 9Q: 3 clusters Score -120365.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -120462.757812 Penalty: 3444.745361
	Iteration 10Q: 3 clusters Score -120462.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -120584.000000 Penalty: 3444.745361
	Iteration 11Q: 3 clusters Score -120584 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -120660.093750 Penalty: 3444.745361
	Iteration 12Q: 3 clusters Score -120660.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -120711.648438 Penalty: 3444.745361
	Iteration 13Q: 3 clusters Score -120711.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -120766.671875 Penalty: 3444.745361
	Iteration 14Q: 3 clusters Score -120766.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -120826.671875 Penalty: 3444.745361
	Iteration 15Q: 3 clusters Score -120826.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -120863.914062 Penalty: 3444.745361
	Iteration 16Q: 3 clusters Score -120863.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -120880.640625 Penalty: 3444.745361
	Iteration 17Q: 3 clusters Score -120880.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -120885.218750 Penalty: 3444.745361
	Iteration 18Q: 3 clusters Score -120885.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -120890.429688 Penalty: 3444.745361
	Iteration 19Q: 3 clusters Score -120890.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -120892.890625 Penalty: 3444.745361
	Iteration 20F: 3 clusters Score -120892.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -120905.757812 Penalty: 3444.745361
	Iteration 21Q: 3 clusters Score -120905.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -120915.031250 Penalty: 3444.745361
	Iteration 22Q: 3 clusters Score -120915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -120922.570312 Penalty: 3444.745361
	Iteration 23Q: 3 clusters Score -120922.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -120928.937500 Penalty: 3444.745361
	Iteration 24Q: 3 clusters Score -120928.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -120932.992188 Penalty: 3444.745361
	Iteration 25Q: 3 clusters Score -120933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -120938.867188 Penalty: 3444.745361
	Iteration 26Q: 3 clusters Score -120938.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -120942.132812 Penalty: 3444.745361
	Iteration 27Q: 3 clusters Score -120942.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -120944.164062 Penalty: 3444.745361
	Iteration 28Q: 3 clusters Score -120944.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -120944.164062 Penalty: 3444.745361
	Iteration 29F: 3 clusters Score -120944.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55214 members 
Mstep: Class 2 contains 5566 members 
Mstep: Class 3 contains 36077 members 
Mstep: Class 4 contains 59227 members 
Mstep: Class 5 contains 4798 members 
Mstep: Class 6 contains 22213 members 
Mstep: Class 7 contains 12348 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5759 members 
Mstep: Class 11 contains 16875 members 
Mstep: Class 12 contains 44177 members 
Mstep: Class 13 contains 233015 members 
Mstep: Class 14 contains 102049 members 
Mstep: Class 15 contains 193431 members 
Mstep: Class 16 contains 3161 members 
Mstep: Class 17 contains 4432 members 
Mstep: Class 18 contains 28416 members 
Mstep: Class 19 contains 18877 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6847 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104772232.000000 Penalty: 74538.125000
Iteration 159Q: 23 clusters Score -1.047722e+08 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55216 members 
Mstep: Class 2 contains 5566 members 
Mstep: Class 3 contains 35932 members 
Mstep: Class 4 contains 59221 members 
Mstep: Class 5 contains 4790 members 
Mstep: Class 6 contains 22206 members 
Mstep: Class 7 contains 12353 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5761 members 
Mstep: Class 11 contains 16866 members 
Mstep: Class 12 contains 44173 members 
Mstep: Class 13 contains 233394 members 
Mstep: Class 14 contains 101912 members 
Mstep: Class 15 contains 193345 members 
Mstep: Class 16 contains 3160 members 
Mstep: Class 17 contains 4429 members 
Mstep: Class 18 contains 28423 members 
Mstep: Class 19 contains 18888 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6847 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104772368.000000 Penalty: 74538.125000
Iteration 160F: 23 clusters Score -1.047724e+08 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55235 members 
Mstep: Class 2 contains 5567 members 
Mstep: Class 3 contains 35789 members 
Mstep: Class 4 contains 59201 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 22190 members 
Mstep: Class 7 contains 12363 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5764 members 
Mstep: Class 11 contains 16838 members 
Mstep: Class 12 contains 44168 members 
Mstep: Class 13 contains 233753 members 
Mstep: Class 14 contains 101782 members 
Mstep: Class 15 contains 193294 members 
Mstep: Class 16 contains 3151 members 
Mstep: Class 17 contains 4429 members 
Mstep: Class 18 contains 28427 members 
Mstep: Class 19 contains 18901 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6847 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104772408.000000 Penalty: 74538.125000
Iteration 161Q: 23 clusters Score -1.047724e+08 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55245 members 
Mstep: Class 2 contains 5567 members 
Mstep: Class 3 contains 35660 members 
Mstep: Class 4 contains 59183 members 
Mstep: Class 5 contains 4782 members 
Mstep: Class 6 contains 22180 members 
Mstep: Class 7 contains 12366 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5765 members 
Mstep: Class 11 contains 16805 members 
Mstep: Class 12 contains 44161 members 
Mstep: Class 13 contains 234072 members 
Mstep: Class 14 contains 101668 members 
Mstep: Class 15 contains 193262 members 
Mstep: Class 16 contains 3147 members 
Mstep: Class 17 contains 4430 members 
Mstep: Class 18 contains 28427 members 
Mstep: Class 19 contains 18915 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6848 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104772144.000000 Penalty: 74538.125000
Iteration 162Q: 23 clusters Score -1.047721e+08 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55248 members 
Mstep: Class 2 contains 5567 members 
Mstep: Class 3 contains 35518 members 
Mstep: Class 4 contains 59173 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 22177 members 
Mstep: Class 7 contains 12367 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5765 members 
Mstep: Class 11 contains 16779 members 
Mstep: Class 12 contains 44154 members 
Mstep: Class 13 contains 234383 members 
Mstep: Class 14 contains 101576 members 
Mstep: Class 15 contains 193210 members 
Mstep: Class 16 contains 3146 members 
Mstep: Class 17 contains 4432 members 
Mstep: Class 18 contains 28429 members 
Mstep: Class 19 contains 18927 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6848 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104772112.000000 Penalty: 74538.125000
Iteration 163Q: 23 clusters Score -1.047721e+08 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55262 members 
Mstep: Class 2 contains 5567 members 
Mstep: Class 3 contains 35377 members 
Mstep: Class 4 contains 59156 members 
Mstep: Class 5 contains 4784 members 
Mstep: Class 6 contains 22170 members 
Mstep: Class 7 contains 12362 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5765 members 
Mstep: Class 11 contains 16749 members 
Mstep: Class 12 contains 44147 members 
Mstep: Class 13 contains 234704 members 
Mstep: Class 14 contains 101485 members 
Mstep: Class 15 contains 193153 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 4433 members 
Mstep: Class 18 contains 28441 members 
Mstep: Class 19 contains 18938 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6848 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104772248.000000 Penalty: 74538.125000
Iteration 164Q: 23 clusters Score -1.047722e+08 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55261 members 
Mstep: Class 2 contains 5567 members 
Mstep: Class 3 contains 35220 members 
Mstep: Class 4 contains 59124 members 
Mstep: Class 5 contains 4788 members 
Mstep: Class 6 contains 22173 members 
Mstep: Class 7 contains 12363 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5765 members 
Mstep: Class 11 contains 16713 members 
Mstep: Class 12 contains 44154 members 
Mstep: Class 13 contains 235006 members 
Mstep: Class 14 contains 101376 members 
Mstep: Class 15 contains 193150 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 4434 members 
Mstep: Class 18 contains 28443 members 
Mstep: Class 19 contains 18956 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6848 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771776.000000 Penalty: 74538.125000
Iteration 165Q: 23 clusters Score -1.047718e+08 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55252 members 
Mstep: Class 2 contains 5567 members 
Mstep: Class 3 contains 35085 members 
Mstep: Class 4 contains 59097 members 
Mstep: Class 5 contains 4789 members 
Mstep: Class 6 contains 22179 members 
Mstep: Class 7 contains 12362 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5765 members 
Mstep: Class 11 contains 16667 members 
Mstep: Class 12 contains 44146 members 
Mstep: Class 13 contains 235273 members 
Mstep: Class 14 contains 101261 members 
Mstep: Class 15 contains 193193 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 4434 members 
Mstep: Class 18 contains 28458 members 
Mstep: Class 19 contains 18965 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6848 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771568.000000 Penalty: 74538.125000
Iteration 166Q: 23 clusters Score -1.047716e+08 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55269 members 
Mstep: Class 2 contains 5567 members 
Mstep: Class 3 contains 34940 members 
Mstep: Class 4 contains 59097 members 
Mstep: Class 5 contains 4786 members 
Mstep: Class 6 contains 22179 members 
Mstep: Class 7 contains 12361 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5765 members 
Mstep: Class 11 contains 16631 members 
Mstep: Class 12 contains 44144 members 
Mstep: Class 13 contains 235513 members 
Mstep: Class 14 contains 101130 members 
Mstep: Class 15 contains 193241 members 
Mstep: Class 16 contains 3142 members 
Mstep: Class 17 contains 4432 members 
Mstep: Class 18 contains 28470 members 
Mstep: Class 19 contains 18967 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6849 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771584.000000 Penalty: 74538.125000
Iteration 167Q: 23 clusters Score -1.047716e+08 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55276 members 
Mstep: Class 2 contains 5567 members 
Mstep: Class 3 contains 34798 members 
Mstep: Class 4 contains 59095 members 
Mstep: Class 5 contains 4781 members 
Mstep: Class 6 contains 22178 members 
Mstep: Class 7 contains 12362 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5765 members 
Mstep: Class 11 contains 16596 members 
Mstep: Class 12 contains 44145 members 
Mstep: Class 13 contains 235713 members 
Mstep: Class 14 contains 100999 members 
Mstep: Class 15 contains 193333 members 
Mstep: Class 16 contains 3140 members 
Mstep: Class 17 contains 4430 members 
Mstep: Class 18 contains 28475 members 
Mstep: Class 19 contains 18982 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6848 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771672.000000 Penalty: 74538.125000
Iteration 168Q: 23 clusters Score -1.047717e+08 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55281 members 
Mstep: Class 2 contains 5566 members 
Mstep: Class 3 contains 34655 members 
Mstep: Class 4 contains 59094 members 
Mstep: Class 5 contains 4782 members 
Mstep: Class 6 contains 22177 members 
Mstep: Class 7 contains 12363 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5766 members 
Mstep: Class 11 contains 16561 members 
Mstep: Class 12 contains 44147 members 
Mstep: Class 13 contains 235890 members 
Mstep: Class 14 contains 100875 members 
Mstep: Class 15 contains 193454 members 
Mstep: Class 16 contains 3136 members 
Mstep: Class 17 contains 4426 members 
Mstep: Class 18 contains 28474 members 
Mstep: Class 19 contains 18988 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6848 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771888.000000 Penalty: 74538.125000
Iteration 169Q: 23 clusters Score -1.047719e+08 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55295 members 
Mstep: Class 2 contains 5566 members 
Mstep: Class 3 contains 34521 members 
Mstep: Class 4 contains 59084 members 
Mstep: Class 5 contains 4776 members 
Mstep: Class 6 contains 22178 members 
Mstep: Class 7 contains 12369 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5768 members 
Mstep: Class 11 contains 16541 members 
Mstep: Class 12 contains 44146 members 
Mstep: Class 13 contains 236081 members 
Mstep: Class 14 contains 100733 members 
Mstep: Class 15 contains 193540 members 
Mstep: Class 16 contains 3132 members 
Mstep: Class 17 contains 4430 members 
Mstep: Class 18 contains 28475 members 
Mstep: Class 19 contains 19000 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6849 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104772152.000000 Penalty: 74538.125000
Iteration 170Q: 23 clusters Score -1.047722e+08 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55296 members 
Mstep: Class 2 contains 5564 members 
Mstep: Class 3 contains 34377 members 
Mstep: Class 4 contains 59076 members 
Mstep: Class 5 contains 4772 members 
Mstep: Class 6 contains 22175 members 
Mstep: Class 7 contains 12381 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5770 members 
Mstep: Class 11 contains 16507 members 
Mstep: Class 12 contains 44134 members 
Mstep: Class 13 contains 236303 members 
Mstep: Class 14 contains 100633 members 
Mstep: Class 15 contains 193591 members 
Mstep: Class 16 contains 3131 members 
Mstep: Class 17 contains 4430 members 
Mstep: Class 18 contains 28475 members 
Mstep: Class 19 contains 19020 members 
Mstep: Class 20 contains 2134 members 
Mstep: Class 21 contains 6850 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104772256.000000 Penalty: 74538.125000
Iteration 171Q: 23 clusters Score -1.047723e+08 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55285 members 
Mstep: Class 2 contains 5562 members 
Mstep: Class 3 contains 34231 members 
Mstep: Class 4 contains 59077 members 
Mstep: Class 5 contains 4773 members 
Mstep: Class 6 contains 22175 members 
Mstep: Class 7 contains 12392 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5774 members 
Mstep: Class 11 contains 16475 members 
Mstep: Class 12 contains 44119 members 
Mstep: Class 13 contains 236621 members 
Mstep: Class 14 contains 100535 members 
Mstep: Class 15 contains 193534 members 
Mstep: Class 16 contains 3131 members 
Mstep: Class 17 contains 4428 members 
Mstep: Class 18 contains 28476 members 
Mstep: Class 19 contains 19046 members 
Mstep: Class 20 contains 2134 members 
Mstep: Class 21 contains 6851 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104772424.000000 Penalty: 74538.125000
Iteration 172Q: 23 clusters Score -1.047724e+08 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55283 members 
Mstep: Class 2 contains 5560 members 
Mstep: Class 3 contains 34101 members 
Mstep: Class 4 contains 59069 members 
Mstep: Class 5 contains 4766 members 
Mstep: Class 6 contains 22168 members 
Mstep: Class 7 contains 12397 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 16456 members 
Mstep: Class 12 contains 44117 members 
Mstep: Class 13 contains 236934 members 
Mstep: Class 14 contains 100463 members 
Mstep: Class 15 contains 193434 members 
Mstep: Class 16 contains 3130 members 
Mstep: Class 17 contains 4429 members 
Mstep: Class 18 contains 28487 members 
Mstep: Class 19 contains 19063 members 
Mstep: Class 20 contains 2134 members 
Mstep: Class 21 contains 6851 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104772632.000000 Penalty: 74538.125000
Iteration 173Q: 23 clusters Score -1.047726e+08 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55288 members 
Mstep: Class 2 contains 5558 members 
Mstep: Class 3 contains 33983 members 
Mstep: Class 4 contains 59058 members 
Mstep: Class 5 contains 4763 members 
Mstep: Class 6 contains 22165 members 
Mstep: Class 7 contains 12402 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 16426 members 
Mstep: Class 12 contains 44112 members 
Mstep: Class 13 contains 237235 members 
Mstep: Class 14 contains 100378 members 
Mstep: Class 15 contains 193347 members 
Mstep: Class 16 contains 3132 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 28494 members 
Mstep: Class 19 contains 19090 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6851 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104772432.000000 Penalty: 74538.125000
Iteration 174Q: 23 clusters Score -1.047724e+08 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55283 members 
Mstep: Class 2 contains 5557 members 
Mstep: Class 3 contains 33862 members 
Mstep: Class 4 contains 59047 members 
Mstep: Class 5 contains 4762 members 
Mstep: Class 6 contains 22165 members 
Mstep: Class 7 contains 12404 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 16406 members 
Mstep: Class 12 contains 44105 members 
Mstep: Class 13 contains 237586 members 
Mstep: Class 14 contains 100279 members 
Mstep: Class 15 contains 193236 members 
Mstep: Class 16 contains 3131 members 
Mstep: Class 17 contains 4425 members 
Mstep: Class 18 contains 28494 members 
Mstep: Class 19 contains 19113 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6852 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104772728.000000 Penalty: 74538.125000
Iteration 175Q: 23 clusters Score -1.047727e+08 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55293 members 
Mstep: Class 2 contains 5557 members 
Mstep: Class 3 contains 33741 members 
Mstep: Class 4 contains 59029 members 
Mstep: Class 5 contains 4760 members 
Mstep: Class 6 contains 22157 members 
Mstep: Class 7 contains 12407 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 16384 members 
Mstep: Class 12 contains 44092 members 
Mstep: Class 13 contains 237950 members 
Mstep: Class 14 contains 100182 members 
Mstep: Class 15 contains 193127 members 
Mstep: Class 16 contains 3126 members 
Mstep: Class 17 contains 4426 members 
Mstep: Class 18 contains 28491 members 
Mstep: Class 19 contains 19132 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6852 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104772672.000000 Penalty: 74538.125000
Iteration 176Q: 23 clusters Score -1.047727e+08 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55294 members 
Mstep: Class 2 contains 5556 members 
Mstep: Class 3 contains 33626 members 
Mstep: Class 4 contains 58997 members 
Mstep: Class 5 contains 4753 members 
Mstep: Class 6 contains 22152 members 
Mstep: Class 7 contains 12418 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 16356 members 
Mstep: Class 12 contains 44087 members 
Mstep: Class 13 contains 238271 members 
Mstep: Class 14 contains 100090 members 
Mstep: Class 15 contains 193056 members 
Mstep: Class 16 contains 3120 members 
Mstep: Class 17 contains 4426 members 
Mstep: Class 18 contains 28505 members 
Mstep: Class 19 contains 19147 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6852 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104772520.000000 Penalty: 74538.125000
Iteration 177Q: 23 clusters Score -1.047725e+08 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55292 members 
Mstep: Class 2 contains 5556 members 
Mstep: Class 3 contains 33541 members 
Mstep: Class 4 contains 58959 members 
Mstep: Class 5 contains 4747 members 
Mstep: Class 6 contains 22160 members 
Mstep: Class 7 contains 12423 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 16326 members 
Mstep: Class 12 contains 44084 members 
Mstep: Class 13 contains 238638 members 
Mstep: Class 14 contains 99995 members 
Mstep: Class 15 contains 192919 members 
Mstep: Class 16 contains 3118 members 
Mstep: Class 17 contains 4423 members 
Mstep: Class 18 contains 28514 members 
Mstep: Class 19 contains 19158 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6853 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104772744.000000 Penalty: 74538.125000
Iteration 178Q: 23 clusters Score -1.047727e+08 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55294 members 
Mstep: Class 2 contains 5555 members 
Mstep: Class 3 contains 33446 members 
Mstep: Class 4 contains 58940 members 
Mstep: Class 5 contains 4738 members 
Mstep: Class 6 contains 22160 members 
Mstep: Class 7 contains 12420 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 16308 members 
Mstep: Class 12 contains 44087 members 
Mstep: Class 13 contains 238974 members 
Mstep: Class 14 contains 99898 members 
Mstep: Class 15 contains 192788 members 
Mstep: Class 16 contains 3116 members 
Mstep: Class 17 contains 4422 members 
Mstep: Class 18 contains 28530 members 
Mstep: Class 19 contains 19177 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6853 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104772736.000000 Penalty: 74538.125000
Iteration 179Q: 23 clusters Score -1.047727e+08 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55289 members 
Mstep: Class 2 contains 5556 members 
Mstep: Class 3 contains 33373 members 
Mstep: Class 4 contains 58910 members 
Mstep: Class 5 contains 4730 members 
Mstep: Class 6 contains 22164 members 
Mstep: Class 7 contains 12416 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 16293 members 
Mstep: Class 12 contains 44084 members 
Mstep: Class 13 contains 239345 members 
Mstep: Class 14 contains 99789 members 
Mstep: Class 15 contains 192658 members 
Mstep: Class 16 contains 3113 members 
Mstep: Class 17 contains 4420 members 
Mstep: Class 18 contains 28530 members 
Mstep: Class 19 contains 19184 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6852 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104772888.000000 Penalty: 74538.125000
Iteration 180F: 23 clusters Score -1.047729e+08 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55283 members 
Mstep: Class 2 contains 5555 members 
Mstep: Class 3 contains 33305 members 
Mstep: Class 4 contains 58878 members 
Mstep: Class 5 contains 4722 members 
Mstep: Class 6 contains 22164 members 
Mstep: Class 7 contains 12423 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5777 members 
Mstep: Class 11 contains 16271 members 
Mstep: Class 12 contains 44083 members 
Mstep: Class 13 contains 239738 members 
Mstep: Class 14 contains 99670 members 
Mstep: Class 15 contains 192497 members 
Mstep: Class 16 contains 3111 members 
Mstep: Class 17 contains 4422 members 
Mstep: Class 18 contains 28539 members 
Mstep: Class 19 contains 19195 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6851 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104772816.000000 Penalty: 74538.125000
Iteration 181Q: 23 clusters Score -1.047728e+08 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55277 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 33245 members 
Mstep: Class 4 contains 58847 members 
Mstep: Class 5 contains 4716 members 
Mstep: Class 6 contains 22160 members 
Mstep: Class 7 contains 12420 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5776 members 
Mstep: Class 11 contains 16249 members 
Mstep: Class 12 contains 44080 members 
Mstep: Class 13 contains 240174 members 
Mstep: Class 14 contains 99551 members 
Mstep: Class 15 contains 192312 members 
Mstep: Class 16 contains 3107 members 
Mstep: Class 17 contains 4422 members 
Mstep: Class 18 contains 28532 members 
Mstep: Class 19 contains 19213 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6850 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773152.000000 Penalty: 74538.125000
Iteration 182Q: 23 clusters Score -1.047732e+08 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55263 members 
Mstep: Class 2 contains 5554 members 
Mstep: Class 3 contains 33194 members 
Mstep: Class 4 contains 58816 members 
Mstep: Class 5 contains 4713 members 
Mstep: Class 6 contains 22154 members 
Mstep: Class 7 contains 12419 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5776 members 
Mstep: Class 11 contains 16224 members 
Mstep: Class 12 contains 44082 members 
Mstep: Class 13 contains 240647 members 
Mstep: Class 14 contains 99433 members 
Mstep: Class 15 contains 192086 members 
Mstep: Class 16 contains 3104 members 
Mstep: Class 17 contains 4419 members 
Mstep: Class 18 contains 28516 members 
Mstep: Class 19 contains 19233 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6851 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773200.000000 Penalty: 74538.125000
Iteration 183Q: 23 clusters Score -1.047732e+08 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55248 members 
Mstep: Class 2 contains 5554 members 
Mstep: Class 3 contains 33116 members 
Mstep: Class 4 contains 58789 members 
Mstep: Class 5 contains 4710 members 
Mstep: Class 6 contains 22147 members 
Mstep: Class 7 contains 12426 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5778 members 
Mstep: Class 11 contains 16200 members 
Mstep: Class 12 contains 44087 members 
Mstep: Class 13 contains 241057 members 
Mstep: Class 14 contains 99289 members 
Mstep: Class 15 contains 191960 members 
Mstep: Class 16 contains 3098 members 
Mstep: Class 17 contains 4420 members 
Mstep: Class 18 contains 28516 members 
Mstep: Class 19 contains 19237 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6852 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773304.000000 Penalty: 74538.125000
Iteration 184Q: 23 clusters Score -1.047733e+08 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55237 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 33057 members 
Mstep: Class 4 contains 58744 members 
Mstep: Class 5 contains 4705 members 
Mstep: Class 6 contains 22142 members 
Mstep: Class 7 contains 12425 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5780 members 
Mstep: Class 11 contains 16180 members 
Mstep: Class 12 contains 44087 members 
Mstep: Class 13 contains 241475 members 
Mstep: Class 14 contains 99160 members 
Mstep: Class 15 contains 191812 members 
Mstep: Class 16 contains 3096 members 
Mstep: Class 17 contains 4418 members 
Mstep: Class 18 contains 28516 members 
Mstep: Class 19 contains 19245 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6852 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773408.000000 Penalty: 74538.125000
Iteration 185Q: 23 clusters Score -1.047734e+08 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55214 members 
Mstep: Class 2 contains 5552 members 
Mstep: Class 3 contains 33010 members 
Mstep: Class 4 contains 58713 members 
Mstep: Class 5 contains 4697 members 
Mstep: Class 6 contains 22142 members 
Mstep: Class 7 contains 12432 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5780 members 
Mstep: Class 11 contains 16164 members 
Mstep: Class 12 contains 44087 members 
Mstep: Class 13 contains 241924 members 
Mstep: Class 14 contains 99022 members 
Mstep: Class 15 contains 191616 members 
Mstep: Class 16 contains 3095 members 
Mstep: Class 17 contains 4415 members 
Mstep: Class 18 contains 28516 members 
Mstep: Class 19 contains 19253 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6852 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773528.000000 Penalty: 74538.125000
Iteration 186Q: 23 clusters Score -1.047735e+08 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55197 members 
Mstep: Class 2 contains 5551 members 
Mstep: Class 3 contains 32976 members 
Mstep: Class 4 contains 58684 members 
Mstep: Class 5 contains 4694 members 
Mstep: Class 6 contains 22141 members 
Mstep: Class 7 contains 12437 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5780 members 
Mstep: Class 11 contains 16142 members 
Mstep: Class 12 contains 44088 members 
Mstep: Class 13 contains 242341 members 
Mstep: Class 14 contains 98898 members 
Mstep: Class 15 contains 191415 members 
Mstep: Class 16 contains 3094 members 
Mstep: Class 17 contains 4414 members 
Mstep: Class 18 contains 28522 members 
Mstep: Class 19 contains 19258 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6852 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773288.000000 Penalty: 74538.125000
Iteration 187Q: 23 clusters Score -1.047733e+08 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55200 members 
Mstep: Class 2 contains 5551 members 
Mstep: Class 3 contains 32948 members 
Mstep: Class 4 contains 58654 members 
Mstep: Class 5 contains 4691 members 
Mstep: Class 6 contains 22139 members 
Mstep: Class 7 contains 12434 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5780 members 
Mstep: Class 11 contains 16113 members 
Mstep: Class 12 contains 44093 members 
Mstep: Class 13 contains 242692 members 
Mstep: Class 14 contains 98793 members 
Mstep: Class 15 contains 191247 members 
Mstep: Class 16 contains 3093 members 
Mstep: Class 17 contains 4412 members 
Mstep: Class 18 contains 28522 members 
Mstep: Class 19 contains 19270 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6852 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773632.000000 Penalty: 74538.125000
Iteration 188Q: 23 clusters Score -1.047736e+08 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55203 members 
Mstep: Class 2 contains 5551 members 
Mstep: Class 3 contains 32910 members 
Mstep: Class 4 contains 58636 members 
Mstep: Class 5 contains 4684 members 
Mstep: Class 6 contains 22135 members 
Mstep: Class 7 contains 12435 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5780 members 
Mstep: Class 11 contains 16093 members 
Mstep: Class 12 contains 44093 members 
Mstep: Class 13 contains 243086 members 
Mstep: Class 14 contains 98685 members 
Mstep: Class 15 contains 191056 members 
Mstep: Class 16 contains 3092 members 
Mstep: Class 17 contains 4410 members 
Mstep: Class 18 contains 28514 members 
Mstep: Class 19 contains 19270 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6851 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773456.000000 Penalty: 74538.125000
Iteration 189Q: 23 clusters Score -1.047735e+08 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55205 members 
Mstep: Class 2 contains 5551 members 
Mstep: Class 3 contains 32879 members 
Mstep: Class 4 contains 58619 members 
Mstep: Class 5 contains 4677 members 
Mstep: Class 6 contains 22127 members 
Mstep: Class 7 contains 12433 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5780 members 
Mstep: Class 11 contains 16072 members 
Mstep: Class 12 contains 44096 members 
Mstep: Class 13 contains 243471 members 
Mstep: Class 14 contains 98599 members 
Mstep: Class 15 contains 190841 members 
Mstep: Class 16 contains 3090 members 
Mstep: Class 17 contains 4402 members 
Mstep: Class 18 contains 28510 members 
Mstep: Class 19 contains 19282 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6850 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773600.000000 Penalty: 74538.125000
Iteration 190Q: 23 clusters Score -1.047736e+08 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55202 members 
Mstep: Class 2 contains 5551 members 
Mstep: Class 3 contains 32849 members 
Mstep: Class 4 contains 58599 members 
Mstep: Class 5 contains 4673 members 
Mstep: Class 6 contains 22121 members 
Mstep: Class 7 contains 12431 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5780 members 
Mstep: Class 11 contains 16057 members 
Mstep: Class 12 contains 44099 members 
Mstep: Class 13 contains 243855 members 
Mstep: Class 14 contains 98503 members 
Mstep: Class 15 contains 190627 members 
Mstep: Class 16 contains 3087 members 
Mstep: Class 17 contains 4404 members 
Mstep: Class 18 contains 28509 members 
Mstep: Class 19 contains 19287 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6850 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773456.000000 Penalty: 74538.125000
Iteration 191Q: 23 clusters Score -1.047735e+08 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55203 members 
Mstep: Class 2 contains 5552 members 
Mstep: Class 3 contains 32813 members 
Mstep: Class 4 contains 58563 members 
Mstep: Class 5 contains 4674 members 
Mstep: Class 6 contains 22122 members 
Mstep: Class 7 contains 12426 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5780 members 
Mstep: Class 11 contains 16048 members 
Mstep: Class 12 contains 44101 members 
Mstep: Class 13 contains 244166 members 
Mstep: Class 14 contains 98427 members 
Mstep: Class 15 contains 190467 members 
Mstep: Class 16 contains 3084 members 
Mstep: Class 17 contains 4400 members 
Mstep: Class 18 contains 28510 members 
Mstep: Class 19 contains 19299 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6849 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773480.000000 Penalty: 74538.125000
Iteration 192Q: 23 clusters Score -1.047735e+08 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55199 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 32783 members 
Mstep: Class 4 contains 58525 members 
Mstep: Class 5 contains 4674 members 
Mstep: Class 6 contains 22120 members 
Mstep: Class 7 contains 12427 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5780 members 
Mstep: Class 11 contains 16039 members 
Mstep: Class 12 contains 44097 members 
Mstep: Class 13 contains 244484 members 
Mstep: Class 14 contains 98338 members 
Mstep: Class 15 contains 190318 members 
Mstep: Class 16 contains 3084 members 
Mstep: Class 17 contains 4400 members 
Mstep: Class 18 contains 28512 members 
Mstep: Class 19 contains 19302 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6849 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773552.000000 Penalty: 74538.125000
Iteration 193Q: 23 clusters Score -1.047736e+08 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55200 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 32750 members 
Mstep: Class 4 contains 58474 members 
Mstep: Class 5 contains 4673 members 
Mstep: Class 6 contains 22113 members 
Mstep: Class 7 contains 12428 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5780 members 
Mstep: Class 11 contains 16031 members 
Mstep: Class 12 contains 44096 members 
Mstep: Class 13 contains 244809 members 
Mstep: Class 14 contains 98244 members 
Mstep: Class 15 contains 190182 members 
Mstep: Class 16 contains 3084 members 
Mstep: Class 17 contains 4396 members 
Mstep: Class 18 contains 28517 members 
Mstep: Class 19 contains 19305 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6849 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773672.000000 Penalty: 74538.125000
Iteration 194Q: 23 clusters Score -1.047737e+08 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55191 members 
Mstep: Class 2 contains 5552 members 
Mstep: Class 3 contains 32721 members 
Mstep: Class 4 contains 58438 members 
Mstep: Class 5 contains 4670 members 
Mstep: Class 6 contains 22105 members 
Mstep: Class 7 contains 12429 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5780 members 
Mstep: Class 11 contains 16017 members 
Mstep: Class 12 contains 44101 members 
Mstep: Class 13 contains 245176 members 
Mstep: Class 14 contains 98167 members 
Mstep: Class 15 contains 189969 members 
Mstep: Class 16 contains 3083 members 
Mstep: Class 17 contains 4398 members 
Mstep: Class 18 contains 28533 members 
Mstep: Class 19 contains 19305 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6849 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773640.000000 Penalty: 74538.125000
Iteration 195Q: 23 clusters Score -1.047736e+08 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55178 members 
Mstep: Class 2 contains 5552 members 
Mstep: Class 3 contains 32688 members 
Mstep: Class 4 contains 58398 members 
Mstep: Class 5 contains 4671 members 
Mstep: Class 6 contains 22106 members 
Mstep: Class 7 contains 12434 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5780 members 
Mstep: Class 11 contains 16011 members 
Mstep: Class 12 contains 44103 members 
Mstep: Class 13 contains 245506 members 
Mstep: Class 14 contains 98101 members 
Mstep: Class 15 contains 189765 members 
Mstep: Class 16 contains 3081 members 
Mstep: Class 17 contains 4396 members 
Mstep: Class 18 contains 28558 members 
Mstep: Class 19 contains 19307 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6849 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773608.000000 Penalty: 74538.125000
Iteration 196Q: 23 clusters Score -1.047736e+08 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55164 members 
Mstep: Class 2 contains 5552 members 
Mstep: Class 3 contains 32639 members 
Mstep: Class 4 contains 58370 members 
Mstep: Class 5 contains 4674 members 
Mstep: Class 6 contains 22105 members 
Mstep: Class 7 contains 12435 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5780 members 
Mstep: Class 11 contains 16013 members 
Mstep: Class 12 contains 44102 members 
Mstep: Class 13 contains 245826 members 
Mstep: Class 14 contains 98037 members 
Mstep: Class 15 contains 189598 members 
Mstep: Class 16 contains 3082 members 
Mstep: Class 17 contains 4393 members 
Mstep: Class 18 contains 28565 members 
Mstep: Class 19 contains 19300 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6849 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773632.000000 Penalty: 74538.125000
Iteration 197Q: 23 clusters Score -1.047736e+08 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55158 members 
Mstep: Class 2 contains 5552 members 
Mstep: Class 3 contains 32595 members 
Mstep: Class 4 contains 58349 members 
Mstep: Class 5 contains 4676 members 
Mstep: Class 6 contains 22100 members 
Mstep: Class 7 contains 12434 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5780 members 
Mstep: Class 11 contains 16006 members 
Mstep: Class 12 contains 44106 members 
Mstep: Class 13 contains 246076 members 
Mstep: Class 14 contains 97988 members 
Mstep: Class 15 contains 189474 members 
Mstep: Class 16 contains 3082 members 
Mstep: Class 17 contains 4393 members 
Mstep: Class 18 contains 28566 members 
Mstep: Class 19 contains 19299 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6850 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773712.000000 Penalty: 74538.125000
Iteration 198Q: 23 clusters Score -1.047737e+08 nChanged 636
Entering ConstructFrom: 
Score: -104773712.000000 Penalty: 74538.125000
Entering ConstructFrom: 
Trying to split cluster 1 (55159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55159 members 
Entering Unmasked Estep 
Score: -6693849.500000 Penalty: 2707.657959
	Iteration 0F: 2 clusters Score -6693850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 27658 members 
Entering Unmasked Estep 
Score: -6656792.500000 Penalty: 5415.315918
	Iteration 0F: 3 clusters Score -6656792 nChanged 25624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -6671687.000000 Penalty: 5415.315918
	Iteration 1F: 3 clusters Score -6671687 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 29939 members 
Entering Unmasked Estep 
Score: -6672598.000000 Penalty: 5415.315918
	Iteration 2Q: 3 clusters Score -6672598 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -6673683.000000 Penalty: 5415.315918
	Iteration 3Q: 3 clusters Score -6673683 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
Score: -6674960.000000 Penalty: 5415.315918
	Iteration 4F: 3 clusters Score -6674960 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20139 members 
Mstep: Class 2 contains 35020 members 
Entering Unmasked Estep 
Score: -6676563.500000 Penalty: 5415.315918
	Iteration 5F: 3 clusters Score -6676564 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 37449 members 
Entering Unmasked Estep 
Score: -6678279.000000 Penalty: 5415.315918
	Iteration 6F: 3 clusters Score -6678279 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 39843 members 
Entering Unmasked Estep 
Score: -6679874.000000 Penalty: 5415.315918
	Iteration 7F: 3 clusters Score -6679874 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 42083 members 
Entering Unmasked Estep 
Score: -6681239.500000 Penalty: 5415.315918
	Iteration 8Q: 3 clusters Score -6681240 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 44062 members 
Entering Unmasked Estep 
Score: -6682379.000000 Penalty: 5415.315918
	Iteration 9Q: 3 clusters Score -6682379 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 45850 members 
Entering Unmasked Estep 
Score: -6683288.000000 Penalty: 5415.315918
	Iteration 10Q: 3 clusters Score -6683288 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 47552 members 
Entering Unmasked Estep 
Score: -6684312.500000 Penalty: 5415.315918
	Iteration 11Q: 3 clusters Score -6684312 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 49260 members 
Entering Unmasked Estep 
Score: -6685522.000000 Penalty: 5415.315918
	Iteration 12Q: 3 clusters Score -6685522 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 51003 members 
Entering Unmasked Estep 
Score: -6687138.500000 Penalty: 5415.315918
	Iteration 13Q: 3 clusters Score -6687138 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 52675 members 
Entering Unmasked Estep 
Score: -6688961.500000 Penalty: 5415.315918
	Iteration 14Q: 3 clusters Score -6688962 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 53923 members 
Entering Unmasked Estep 
Score: -6690366.500000 Penalty: 5415.315918
	Iteration 15Q: 3 clusters Score -6690366 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 54513 members 
Entering Unmasked Estep 
Score: -6691015.000000 Penalty: 5415.315918
	Iteration 16Q: 3 clusters Score -6691015 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 54733 members 
Entering Unmasked Estep 
Score: -6691299.500000 Penalty: 5415.315918
	Iteration 17Q: 3 clusters Score -6691300 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 54812 members 
Entering Unmasked Estep 
Score: -6691419.500000 Penalty: 5415.315918
	Iteration 18Q: 3 clusters Score -6691420 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 54838 members 
Entering Unmasked Estep 
Score: -6691501.000000 Penalty: 5415.315918
	Iteration 19Q: 3 clusters Score -6691501 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 54838 members 
Entering Unmasked Estep 
Score: -6691538.500000 Penalty: 5415.315918
	Iteration 20F: 3 clusters Score -6691538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 54836 members 
Entering Unmasked Estep 
Score: -6691572.000000 Penalty: 5415.315918
	Iteration 21Q: 3 clusters Score -6691572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 54836 members 
Entering Unmasked Estep 
Score: -6691597.000000 Penalty: 5415.315918
	Iteration 22Q: 3 clusters Score -6691597 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 54836 members 
Entering Unmasked Estep 
Score: -6691634.000000 Penalty: 5415.315918
	Iteration 23Q: 3 clusters Score -6691634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 54841 members 
Entering Unmasked Estep 
Score: -6691665.000000 Penalty: 5415.315918
	Iteration 24Q: 3 clusters Score -6691665 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 54846 members 
Entering Unmasked Estep 
Score: -6691682.500000 Penalty: 5415.315918
	Iteration 25Q: 3 clusters Score -6691682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 54841 members 
Entering Unmasked Estep 
Score: -6691704.500000 Penalty: 5415.315918
	Iteration 26Q: 3 clusters Score -6691704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 54840 members 
Entering Unmasked Estep 
Score: -6691716.500000 Penalty: 5415.315918
	Iteration 27Q: 3 clusters Score -6691716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 54838 members 
Entering Unmasked Estep 
Score: -6691720.500000 Penalty: 5415.315918
	Iteration 28Q: 3 clusters Score -6691720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 54837 members 
Entering Unmasked Estep 
Score: -6691722.000000 Penalty: 5415.315918
	Iteration 29Q: 3 clusters Score -6691722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 54837 members 
Entering Unmasked Estep 
Score: -6691722.000000 Penalty: 5415.315918
	Iteration 30F: 3 clusters Score -6691722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Entering Unmasked Estep 
Score: -655720.437500 Penalty: 2138.189941
	Iteration 0F: 2 clusters Score -655720.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -650919.875000 Penalty: 4276.379883
	Iteration 0F: 3 clusters Score -650919.9 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -652158.687500 Penalty: 4276.379883
	Iteration 1F: 3 clusters Score -652158.7 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -652439.812500 Penalty: 4276.379883
	Iteration 2F: 3 clusters Score -652439.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -652659.062500 Penalty: 4276.379883
	Iteration 3F: 3 clusters Score -652659.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -652863.437500 Penalty: 4276.379883
	Iteration 4Q: 3 clusters Score -652863.4 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -653082.062500 Penalty: 4276.379883
	Iteration 5Q: 3 clusters Score -653082.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -653273.812500 Penalty: 4276.379883
	Iteration 6Q: 3 clusters Score -653273.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -653437.687500 Penalty: 4276.379883
	Iteration 7Q: 3 clusters Score -653437.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -653591.625000 Penalty: 4276.379883
	Iteration 8Q: 3 clusters Score -653591.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -653713.250000 Penalty: 4276.379883
	Iteration 9Q: 3 clusters Score -653713.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -653836.125000 Penalty: 4276.379883
	Iteration 10Q: 3 clusters Score -653836.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -653909.125000 Penalty: 4276.379883
	Iteration 11Q: 3 clusters Score -653909.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -653978.312500 Penalty: 4276.379883
	Iteration 12Q: 3 clusters Score -653978.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -654024.812500 Penalty: 4276.379883
	Iteration 13Q: 3 clusters Score -654024.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -654053.312500 Penalty: 4276.379883
	Iteration 14Q: 3 clusters Score -654053.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -654078.375000 Penalty: 4276.379883
	Iteration 15Q: 3 clusters Score -654078.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -654103.187500 Penalty: 4276.379883
	Iteration 16Q: 3 clusters Score -654103.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -654126.187500 Penalty: 4276.379883
	Iteration 17Q: 3 clusters Score -654126.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -654145.312500 Penalty: 4276.379883
	Iteration 18Q: 3 clusters Score -654145.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -654162.500000 Penalty: 4276.379883
	Iteration 19Q: 3 clusters Score -654162.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -654176.812500 Penalty: 4276.379883
	Iteration 20F: 3 clusters Score -654176.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -654186.250000 Penalty: 4276.379883
	Iteration 21Q: 3 clusters Score -654186.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -654195.687500 Penalty: 4276.379883
	Iteration 22Q: 3 clusters Score -654195.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -654206.562500 Penalty: 4276.379883
	Iteration 23Q: 3 clusters Score -654206.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -654213.812500 Penalty: 4276.379883
	Iteration 24Q: 3 clusters Score -654213.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -654220.625000 Penalty: 4276.379883
	Iteration 25Q: 3 clusters Score -654220.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -654227.500000 Penalty: 4276.379883
	Iteration 26Q: 3 clusters Score -654227.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -654232.875000 Penalty: 4276.379883
	Iteration 27Q: 3 clusters Score -654232.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -654239.750000 Penalty: 4276.379883
	Iteration 28Q: 3 clusters Score -654239.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -654246.062500 Penalty: 4276.379883
	Iteration 29Q: 3 clusters Score -654246.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -654254.250000 Penalty: 4276.379883
	Iteration 30Q: 3 clusters Score -654254.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -654265.437500 Penalty: 4276.379883
	Iteration 31Q: 3 clusters Score -654265.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -654270.875000 Penalty: 4276.379883
	Iteration 32Q: 3 clusters Score -654270.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -654279.875000 Penalty: 4276.379883
	Iteration 33Q: 3 clusters Score -654279.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -654287.562500 Penalty: 4276.379883
	Iteration 34Q: 3 clusters Score -654287.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -654292.875000 Penalty: 4276.379883
	Iteration 35Q: 3 clusters Score -654292.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -654299.250000 Penalty: 4276.379883
	Iteration 36Q: 3 clusters Score -654299.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -654302.437500 Penalty: 4276.379883
	Iteration 37Q: 3 clusters Score -654302.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -654303.375000 Penalty: 4276.379883
	Iteration 38Q: 3 clusters Score -654303.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -654304.375000 Penalty: 4276.379883
	Iteration 39Q: 3 clusters Score -654304.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -654305.375000 Penalty: 4276.379883
	Iteration 40F: 3 clusters Score -654305.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -654305.500000 Penalty: 4276.379883
	Iteration 41Q: 3 clusters Score -654305.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -654306.062500 Penalty: 4276.379883
	Iteration 42Q: 3 clusters Score -654306.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -654307.875000 Penalty: 4276.379883
	Iteration 43Q: 3 clusters Score -654307.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -654309.625000 Penalty: 4276.379883
	Iteration 44Q: 3 clusters Score -654309.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -654310.312500 Penalty: 4276.379883
	Iteration 45Q: 3 clusters Score -654310.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -654310.875000 Penalty: 4276.379883
	Iteration 46Q: 3 clusters Score -654310.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -654314.500000 Penalty: 4276.379883
	Iteration 47Q: 3 clusters Score -654314.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -654318.687500 Penalty: 4276.379883
	Iteration 48Q: 3 clusters Score -654318.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -654320.187500 Penalty: 4276.379883
	Iteration 49Q: 3 clusters Score -654320.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -654322.937500 Penalty: 4276.379883
	Iteration 50Q: 3 clusters Score -654322.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -654323.750000 Penalty: 4276.379883
	Iteration 51Q: 3 clusters Score -654323.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -654325.500000 Penalty: 4276.379883
	Iteration 52Q: 3 clusters Score -654325.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -654325.312500 Penalty: 4276.379883
	Iteration 53Q: 3 clusters Score -654325.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -654325.812500 Penalty: 4276.379883
	Iteration 54Q: 3 clusters Score -654325.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -654326.875000 Penalty: 4276.379883
	Iteration 55Q: 3 clusters Score -654326.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -654326.875000 Penalty: 4276.379883
	Iteration 56F: 3 clusters Score -654326.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (32554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32554 members 
Entering Unmasked Estep 
Score: -4088228.750000 Penalty: 2576.882568
	Iteration 0F: 2 clusters Score -4088229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -4065875.750000 Penalty: 5153.765137
	Iteration 0F: 3 clusters Score -4065876 nChanged 14758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -4074015.250000 Penalty: 5153.765137
	Iteration 1F: 3 clusters Score -4074015 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -4074567.000000 Penalty: 5153.765137
	Iteration 2Q: 3 clusters Score -4074567 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -4075148.750000 Penalty: 5153.765137
	Iteration 3Q: 3 clusters Score -4075149 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -4075869.500000 Penalty: 5153.765137
	Iteration 4Q: 3 clusters Score -4075870 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -4076646.000000 Penalty: 5153.765137
	Iteration 5F: 3 clusters Score -4076646 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -4077558.500000 Penalty: 5153.765137
	Iteration 6F: 3 clusters Score -4077558 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -4078712.250000 Penalty: 5153.765137
	Iteration 7F: 3 clusters Score -4078712 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -4080051.000000 Penalty: 5153.765137
	Iteration 8F: 3 clusters Score -4080051 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -4081580.500000 Penalty: 5153.765137
	Iteration 9F: 3 clusters Score -4081580 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -4082985.500000 Penalty: 5153.765137
	Iteration 10F: 3 clusters Score -4082986 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -4083953.500000 Penalty: 5153.765137
	Iteration 11Q: 3 clusters Score -4083954 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -4084436.500000 Penalty: 5153.765137
	Iteration 12Q: 3 clusters Score -4084436 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -4084655.250000 Penalty: 5153.765137
	Iteration 13Q: 3 clusters Score -4084655 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -4084818.000000 Penalty: 5153.765137
	Iteration 14Q: 3 clusters Score -4084818 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -4084922.000000 Penalty: 5153.765137
	Iteration 15Q: 3 clusters Score -4084922 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -4085023.250000 Penalty: 5153.765137
	Iteration 16Q: 3 clusters Score -4085023 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -4085122.750000 Penalty: 5153.765137
	Iteration 17Q: 3 clusters Score -4085123 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -4085188.000000 Penalty: 5153.765137
	Iteration 18Q: 3 clusters Score -4085188 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -4085255.250000 Penalty: 5153.765137
	Iteration 19Q: 3 clusters Score -4085255 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -4085333.250000 Penalty: 5153.765137
	Iteration 20F: 3 clusters Score -4085333 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -4085394.250000 Penalty: 5153.765137
	Iteration 21Q: 3 clusters Score -4085394 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -4085451.000000 Penalty: 5153.765137
	Iteration 22Q: 3 clusters Score -4085451 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -4085516.000000 Penalty: 5153.765137
	Iteration 23Q: 3 clusters Score -4085516 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -4085579.250000 Penalty: 5153.765137
	Iteration 24Q: 3 clusters Score -4085579 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 28731 members 
Entering Unmasked Estep 
Score: -4085647.750000 Penalty: 5153.765137
	Iteration 25Q: 3 clusters Score -4085648 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -4085689.500000 Penalty: 5153.765137
	Iteration 26Q: 3 clusters Score -4085690 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -4085730.000000 Penalty: 5153.765137
	Iteration 27Q: 3 clusters Score -4085730 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 29209 members 
Entering Unmasked Estep 
Score: -4085769.500000 Penalty: 5153.765137
	Iteration 28Q: 3 clusters Score -4085770 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 29345 members 
Entering Unmasked Estep 
Score: -4085807.750000 Penalty: 5153.765137
	Iteration 29Q: 3 clusters Score -4085808 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
Score: -4085849.500000 Penalty: 5153.765137
	Iteration 30Q: 3 clusters Score -4085850 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -4085894.750000 Penalty: 5153.765137
	Iteration 31Q: 3 clusters Score -4085895 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 29722 members 
Entering Unmasked Estep 
Score: -4085931.500000 Penalty: 5153.765137
	Iteration 32Q: 3 clusters Score -4085932 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 29848 members 
Entering Unmasked Estep 
Score: -4085985.750000 Penalty: 5153.765137
	Iteration 33Q: 3 clusters Score -4085986 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -4085999.750000 Penalty: 5153.765137
	Iteration 34Q: 3 clusters Score -4086000 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -4086035.500000 Penalty: 5153.765137
	Iteration 35Q: 3 clusters Score -4086036 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -4086066.500000 Penalty: 5153.765137
	Iteration 36Q: 3 clusters Score -4086066 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -4086101.750000 Penalty: 5153.765137
	Iteration 37Q: 3 clusters Score -4086102 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -4086133.250000 Penalty: 5153.765137
	Iteration 38Q: 3 clusters Score -4086133 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -4086155.000000 Penalty: 5153.765137
	Iteration 39Q: 3 clusters Score -4086155 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -4086186.500000 Penalty: 5153.765137
	Iteration 40F: 3 clusters Score -4086186 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -4086202.500000 Penalty: 5153.765137
	Iteration 41Q: 3 clusters Score -4086202 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 30633 members 
Entering Unmasked Estep 
Score: -4086225.250000 Penalty: 5153.765137
	Iteration 42Q: 3 clusters Score -4086225 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -4086232.500000 Penalty: 5153.765137
	Iteration 43Q: 3 clusters Score -4086232 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 30737 members 
Entering Unmasked Estep 
Score: -4086241.000000 Penalty: 5153.765137
	Iteration 44Q: 3 clusters Score -4086241 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
Score: -4086244.500000 Penalty: 5153.765137
	Iteration 45Q: 3 clusters Score -4086244 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 30805 members 
Entering Unmasked Estep 
Score: -4086245.250000 Penalty: 5153.765137
	Iteration 46Q: 3 clusters Score -4086245 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
Score: -4086246.250000 Penalty: 5153.765137
	Iteration 47Q: 3 clusters Score -4086246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -4086253.750000 Penalty: 5153.765137
	Iteration 48Q: 3 clusters Score -4086254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 30870 members 
Entering Unmasked Estep 
Score: -4086266.000000 Penalty: 5153.765137
	Iteration 49Q: 3 clusters Score -4086266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -4086280.250000 Penalty: 5153.765137
	Iteration 50Q: 3 clusters Score -4086280 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 30913 members 
Entering Unmasked Estep 
Score: -4086285.500000 Penalty: 5153.765137
	Iteration 51Q: 3 clusters Score -4086286 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -4086285.000000 Penalty: 5153.765137
	Iteration 52Q: 3 clusters Score -4086285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 30945 members 
Entering Unmasked Estep 
Score: -4086289.000000 Penalty: 5153.765137
	Iteration 53Q: 3 clusters Score -4086289 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 30958 members 
Entering Unmasked Estep 
Score: -4086290.000000 Penalty: 5153.765137
	Iteration 54Q: 3 clusters Score -4086290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -4086291.000000 Penalty: 5153.765137
	Iteration 55Q: 3 clusters Score -4086291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -4086291.750000 Penalty: 5153.765137
	Iteration 56Q: 3 clusters Score -4086292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 30982 members 
Entering Unmasked Estep 
Score: -4086293.500000 Penalty: 5153.765137
	Iteration 57Q: 3 clusters Score -4086294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 30991 members 
Entering Unmasked Estep 
Score: -4086298.000000 Penalty: 5153.765137
	Iteration 58Q: 3 clusters Score -4086298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 30999 members 
Entering Unmasked Estep 
Score: -4086300.750000 Penalty: 5153.765137
	Iteration 59Q: 3 clusters Score -4086301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 31005 members 
Entering Unmasked Estep 
Score: -4086302.500000 Penalty: 5153.765137
	Iteration 60F: 3 clusters Score -4086302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 31007 members 
Entering Unmasked Estep 
Score: -4086304.750000 Penalty: 5153.765137
	Iteration 61Q: 3 clusters Score -4086305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -4086303.000000 Penalty: 5153.765137
	Iteration 62Q: 3 clusters Score -4086303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -4086304.250000 Penalty: 5153.765137
	Iteration 63Q: 3 clusters Score -4086304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -4086304.250000 Penalty: 5153.765137
	Iteration 64F: 3 clusters Score -4086304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (58326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58326 members 
Entering Unmasked Estep 
Score: -7359154.500000 Penalty: 2721.503174
	Iteration 0F: 2 clusters Score -7359154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 29175 members 
Entering Unmasked Estep 
Score: -7320162.000000 Penalty: 5443.006348
	Iteration 0F: 3 clusters Score -7320162 nChanged 27064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -7335035.500000 Penalty: 5443.006348
	Iteration 1F: 3 clusters Score -7335036 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -7335489.000000 Penalty: 5443.006348
	Iteration 2Q: 3 clusters Score -7335489 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28246 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -7335875.500000 Penalty: 5443.006348
	Iteration 3Q: 3 clusters Score -7335876 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 30399 members 
Entering Unmasked Estep 
Score: -7336251.000000 Penalty: 5443.006348
	Iteration 4Q: 3 clusters Score -7336251 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -7336721.500000 Penalty: 5443.006348
	Iteration 5Q: 3 clusters Score -7336722 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 31417 members 
Entering Unmasked Estep 
Score: -7337240.000000 Penalty: 5443.006348
	Iteration 6Q: 3 clusters Score -7337240 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26099 members 
Mstep: Class 2 contains 32227 members 
Entering Unmasked Estep 
Score: -7337884.000000 Penalty: 5443.006348
	Iteration 7Q: 3 clusters Score -7337884 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -7338869.500000 Penalty: 5443.006348
	Iteration 8Q: 3 clusters Score -7338870 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -7340394.000000 Penalty: 5443.006348
	Iteration 9Q: 3 clusters Score -7340394 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 36320 members 
Entering Unmasked Estep 
Score: -7342366.000000 Penalty: 5443.006348
	Iteration 10Q: 3 clusters Score -7342366 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 38041 members 
Entering Unmasked Estep 
Score: -7344650.500000 Penalty: 5443.006348
	Iteration 11F: 3 clusters Score -7344650 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 39526 members 
Entering Unmasked Estep 
Score: -7346878.000000 Penalty: 5443.006348
	Iteration 12F: 3 clusters Score -7346878 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 40662 members 
Entering Unmasked Estep 
Score: -7348600.500000 Penalty: 5443.006348
	Iteration 13F: 3 clusters Score -7348600 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 41566 members 
Entering Unmasked Estep 
Score: -7349825.000000 Penalty: 5443.006348
	Iteration 14Q: 3 clusters Score -7349825 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 42281 members 
Entering Unmasked Estep 
Score: -7350457.500000 Penalty: 5443.006348
	Iteration 15Q: 3 clusters Score -7350458 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 42972 members 
Entering Unmasked Estep 
Score: -7350859.000000 Penalty: 5443.006348
	Iteration 16Q: 3 clusters Score -7350859 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 43640 members 
Entering Unmasked Estep 
Score: -7351144.000000 Penalty: 5443.006348
	Iteration 17Q: 3 clusters Score -7351144 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 44318 members 
Entering Unmasked Estep 
Score: -7351388.000000 Penalty: 5443.006348
	Iteration 18Q: 3 clusters Score -7351388 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 44977 members 
Entering Unmasked Estep 
Score: -7351585.500000 Penalty: 5443.006348
	Iteration 19Q: 3 clusters Score -7351586 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 45664 members 
Entering Unmasked Estep 
Score: -7351817.000000 Penalty: 5443.006348
	Iteration 20F: 3 clusters Score -7351817 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 46343 members 
Entering Unmasked Estep 
Score: -7351992.500000 Penalty: 5443.006348
	Iteration 21Q: 3 clusters Score -7351992 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 47051 members 
Entering Unmasked Estep 
Score: -7352242.500000 Penalty: 5443.006348
	Iteration 22Q: 3 clusters Score -7352242 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 47786 members 
Entering Unmasked Estep 
Score: -7352518.500000 Penalty: 5443.006348
	Iteration 23Q: 3 clusters Score -7352518 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 48551 members 
Entering Unmasked Estep 
Score: -7352747.500000 Penalty: 5443.006348
	Iteration 24Q: 3 clusters Score -7352748 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 49400 members 
Entering Unmasked Estep 
Score: -7353048.500000 Penalty: 5443.006348
	Iteration 25Q: 3 clusters Score -7353048 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 50265 members 
Entering Unmasked Estep 
Score: -7353440.000000 Penalty: 5443.006348
	Iteration 26Q: 3 clusters Score -7353440 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 51140 members 
Entering Unmasked Estep 
Score: -7353792.000000 Penalty: 5443.006348
	Iteration 27Q: 3 clusters Score -7353792 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 51943 members 
Entering Unmasked Estep 
Score: -7354121.500000 Penalty: 5443.006348
	Iteration 28Q: 3 clusters Score -7354122 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 52717 members 
Entering Unmasked Estep 
Score: -7354449.500000 Penalty: 5443.006348
	Iteration 29Q: 3 clusters Score -7354450 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 53466 members 
Entering Unmasked Estep 
Score: -7354794.500000 Penalty: 5443.006348
	Iteration 30Q: 3 clusters Score -7354794 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 54162 members 
Entering Unmasked Estep 
Score: -7355142.500000 Penalty: 5443.006348
	Iteration 31Q: 3 clusters Score -7355142 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 54751 members 
Entering Unmasked Estep 
Score: -7355446.000000 Penalty: 5443.006348
	Iteration 32Q: 3 clusters Score -7355446 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 55267 members 
Entering Unmasked Estep 
Score: -7355695.000000 Penalty: 5443.006348
	Iteration 33Q: 3 clusters Score -7355695 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 55707 members 
Entering Unmasked Estep 
Score: -7355900.000000 Penalty: 5443.006348
	Iteration 34Q: 3 clusters Score -7355900 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 56054 members 
Entering Unmasked Estep 
Score: -7356050.500000 Penalty: 5443.006348
	Iteration 35Q: 3 clusters Score -7356050 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 56360 members 
Entering Unmasked Estep 
Score: -7356195.500000 Penalty: 5443.006348
	Iteration 36Q: 3 clusters Score -7356196 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 56611 members 
Entering Unmasked Estep 
Score: -7356332.000000 Penalty: 5443.006348
	Iteration 37Q: 3 clusters Score -7356332 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 56796 members 
Entering Unmasked Estep 
Score: -7356398.500000 Penalty: 5443.006348
	Iteration 38Q: 3 clusters Score -7356398 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 56935 members 
Entering Unmasked Estep 
Score: -7356475.000000 Penalty: 5443.006348
	Iteration 39Q: 3 clusters Score -7356475 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 57045 members 
Entering Unmasked Estep 
Score: -7356532.500000 Penalty: 5443.006348
	Iteration 40F: 3 clusters Score -7356532 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 57138 members 
Entering Unmasked Estep 
Score: -7356580.500000 Penalty: 5443.006348
	Iteration 41Q: 3 clusters Score -7356580 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 57203 members 
Entering Unmasked Estep 
Score: -7356634.000000 Penalty: 5443.006348
	Iteration 42Q: 3 clusters Score -7356634 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 57258 members 
Entering Unmasked Estep 
Score: -7356659.000000 Penalty: 5443.006348
	Iteration 43Q: 3 clusters Score -7356659 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 57304 members 
Entering Unmasked Estep 
Score: -7356670.000000 Penalty: 5443.006348
	Iteration 44Q: 3 clusters Score -7356670 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 57347 members 
Entering Unmasked Estep 
Score: -7356695.000000 Penalty: 5443.006348
	Iteration 45Q: 3 clusters Score -7356695 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 57384 members 
Entering Unmasked Estep 
Score: -7356715.000000 Penalty: 5443.006348
	Iteration 46Q: 3 clusters Score -7356715 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 57413 members 
Entering Unmasked Estep 
Score: -7356729.000000 Penalty: 5443.006348
	Iteration 47Q: 3 clusters Score -7356729 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 57436 members 
Entering Unmasked Estep 
Score: -7356736.500000 Penalty: 5443.006348
	Iteration 48Q: 3 clusters Score -7356736 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 57456 members 
Entering Unmasked Estep 
Score: -7356746.000000 Penalty: 5443.006348
	Iteration 49Q: 3 clusters Score -7356746 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 57476 members 
Entering Unmasked Estep 
Score: -7356761.500000 Penalty: 5443.006348
	Iteration 50Q: 3 clusters Score -7356762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 57488 members 
Entering Unmasked Estep 
Score: -7356770.000000 Penalty: 5443.006348
	Iteration 51Q: 3 clusters Score -7356770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 57498 members 
Entering Unmasked Estep 
Score: -7356772.500000 Penalty: 5443.006348
	Iteration 52Q: 3 clusters Score -7356772 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 57509 members 
Entering Unmasked Estep 
Score: -7356786.500000 Penalty: 5443.006348
	Iteration 53Q: 3 clusters Score -7356786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 57525 members 
Entering Unmasked Estep 
Score: -7356791.000000 Penalty: 5443.006348
	Iteration 54Q: 3 clusters Score -7356791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 57532 members 
Entering Unmasked Estep 
Score: -7356802.000000 Penalty: 5443.006348
	Iteration 55Q: 3 clusters Score -7356802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 57541 members 
Entering Unmasked Estep 
Score: -7356804.000000 Penalty: 5443.006348
	Iteration 56Q: 3 clusters Score -7356804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 57547 members 
Entering Unmasked Estep 
Score: -7356813.500000 Penalty: 5443.006348
	Iteration 57Q: 3 clusters Score -7356814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 57554 members 
Entering Unmasked Estep 
Score: -7356808.000000 Penalty: 5443.006348
	Iteration 58Q: 3 clusters Score -7356808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 57560 members 
Entering Unmasked Estep 
Score: -7356806.500000 Penalty: 5443.006348
	Iteration 59Q: 3 clusters Score -7356806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 57566 members 
Entering Unmasked Estep 
Score: -7356818.000000 Penalty: 5443.006348
	Iteration 60F: 3 clusters Score -7356818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 57575 members 
Entering Unmasked Estep 
Score: -7356824.000000 Penalty: 5443.006348
	Iteration 61Q: 3 clusters Score -7356824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 57578 members 
Entering Unmasked Estep 
Score: -7356830.500000 Penalty: 5443.006348
	Iteration 62Q: 3 clusters Score -7356830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 57579 members 
Entering Unmasked Estep 
Score: -7356838.500000 Penalty: 5443.006348
	Iteration 63Q: 3 clusters Score -7356838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 57581 members 
Entering Unmasked Estep 
Score: -7356838.500000 Penalty: 5443.006348
	Iteration 64Q: 3 clusters Score -7356838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 57583 members 
Entering Unmasked Estep 
Score: -7356839.000000 Penalty: 5443.006348
	Iteration 65Q: 3 clusters Score -7356839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 57586 members 
Entering Unmasked Estep 
Score: -7356838.000000 Penalty: 5443.006348
	Iteration 66Q: 3 clusters Score -7356838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 57593 members 
Entering Unmasked Estep 
Score: -7356842.000000 Penalty: 5443.006348
	Iteration 67Q: 3 clusters Score -7356842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 57595 members 
Entering Unmasked Estep 
Score: -7356847.000000 Penalty: 5443.006348
	Iteration 68Q: 3 clusters Score -7356847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 57597 members 
Entering Unmasked Estep 
Score: -7356847.000000 Penalty: 5443.006348
	Iteration 69Q: 3 clusters Score -7356847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 57599 members 
Entering Unmasked Estep 
Score: -7356848.000000 Penalty: 5443.006348
	Iteration 70Q: 3 clusters Score -7356848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 57601 members 
Entering Unmasked Estep 
Score: -7356844.500000 Penalty: 5443.006348
	Iteration 71Q: 3 clusters Score -7356844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 57600 members 
Entering Unmasked Estep 
Score: -7356844.500000 Penalty: 5443.006348
	Iteration 72Q: 3 clusters Score -7356844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 57600 members 
Entering Unmasked Estep 
Score: -7356844.500000 Penalty: 5443.006348
	Iteration 73F: 3 clusters Score -7356844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Entering Unmasked Estep 
Score: -578718.750000 Penalty: 2095.861328
	Iteration 0F: 2 clusters Score -578718.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -574366.750000 Penalty: 4191.722656
	Iteration 0F: 3 clusters Score -574366.8 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -575447.437500 Penalty: 4191.722656
	Iteration 1F: 3 clusters Score -575447.4 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -575656.375000 Penalty: 4191.722656
	Iteration 2F: 3 clusters Score -575656.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -575796.625000 Penalty: 4191.722656
	Iteration 3Q: 3 clusters Score -575796.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -575902.812500 Penalty: 4191.722656
	Iteration 4Q: 3 clusters Score -575902.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -575992.437500 Penalty: 4191.722656
	Iteration 5Q: 3 clusters Score -575992.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -576060.687500 Penalty: 4191.722656
	Iteration 6Q: 3 clusters Score -576060.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -576129.375000 Penalty: 4191.722656
	Iteration 7Q: 3 clusters Score -576129.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -576209.625000 Penalty: 4191.722656
	Iteration 8Q: 3 clusters Score -576209.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -576337.000000 Penalty: 4191.722656
	Iteration 9Q: 3 clusters Score -576337 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -576510.562500 Penalty: 4191.722656
	Iteration 10Q: 3 clusters Score -576510.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -576700.937500 Penalty: 4191.722656
	Iteration 11Q: 3 clusters Score -576700.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -576894.125000 Penalty: 4191.722656
	Iteration 12Q: 3 clusters Score -576894.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -577050.187500 Penalty: 4191.722656
	Iteration 13Q: 3 clusters Score -577050.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -577172.062500 Penalty: 4191.722656
	Iteration 14Q: 3 clusters Score -577172.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -577260.062500 Penalty: 4191.722656
	Iteration 15Q: 3 clusters Score -577260.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -577314.500000 Penalty: 4191.722656
	Iteration 16Q: 3 clusters Score -577314.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -577348.062500 Penalty: 4191.722656
	Iteration 17Q: 3 clusters Score -577348.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -577362.312500 Penalty: 4191.722656
	Iteration 18Q: 3 clusters Score -577362.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -577372.125000 Penalty: 4191.722656
	Iteration 19Q: 3 clusters Score -577372.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -577383.500000 Penalty: 4191.722656
	Iteration 20F: 3 clusters Score -577383.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -577391.375000 Penalty: 4191.722656
	Iteration 21Q: 3 clusters Score -577391.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -577396.000000 Penalty: 4191.722656
	Iteration 22Q: 3 clusters Score -577396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -577399.000000 Penalty: 4191.722656
	Iteration 23Q: 3 clusters Score -577399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -577402.437500 Penalty: 4191.722656
	Iteration 24Q: 3 clusters Score -577402.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -577406.562500 Penalty: 4191.722656
	Iteration 25Q: 3 clusters Score -577406.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -577407.000000 Penalty: 4191.722656
	Iteration 26Q: 3 clusters Score -577407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -577409.937500 Penalty: 4191.722656
	Iteration 27Q: 3 clusters Score -577409.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -577412.625000 Penalty: 4191.722656
	Iteration 28Q: 3 clusters Score -577412.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -577416.687500 Penalty: 4191.722656
	Iteration 29Q: 3 clusters Score -577416.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -577418.562500 Penalty: 4191.722656
	Iteration 30Q: 3 clusters Score -577418.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -577419.312500 Penalty: 4191.722656
	Iteration 31Q: 3 clusters Score -577419.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -577419.625000 Penalty: 4191.722656
	Iteration 32Q: 3 clusters Score -577419.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -577419.625000 Penalty: 4191.722656
	Iteration 33F: 3 clusters Score -577419.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Entering Unmasked Estep 
Score: -2656667.250000 Penalty: 2480.849121
	Iteration 0F: 2 clusters Score -2656667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -2641360.250000 Penalty: 4961.698242
	Iteration 0F: 3 clusters Score -2641360 nChanged 9780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -2646789.750000 Penalty: 4961.698242
	Iteration 1F: 3 clusters Score -2646790 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -2647327.250000 Penalty: 4961.698242
	Iteration 2F: 3 clusters Score -2647327 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -2647802.750000 Penalty: 4961.698242
	Iteration 3Q: 3 clusters Score -2647803 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10266 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -2648311.500000 Penalty: 4961.698242
	Iteration 4Q: 3 clusters Score -2648312 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -2648806.000000 Penalty: 4961.698242
	Iteration 5Q: 3 clusters Score -2648806 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -2649303.000000 Penalty: 4961.698242
	Iteration 6Q: 3 clusters Score -2649303 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -2649857.250000 Penalty: 4961.698242
	Iteration 7Q: 3 clusters Score -2649857 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -2650424.000000 Penalty: 4961.698242
	Iteration 8Q: 3 clusters Score -2650424 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -2650955.750000 Penalty: 4961.698242
	Iteration 9Q: 3 clusters Score -2650956 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -2651470.250000 Penalty: 4961.698242
	Iteration 10Q: 3 clusters Score -2651470 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -2651849.250000 Penalty: 4961.698242
	Iteration 11Q: 3 clusters Score -2651849 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -2652167.750000 Penalty: 4961.698242
	Iteration 12Q: 3 clusters Score -2652168 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -2652429.750000 Penalty: 4961.698242
	Iteration 13Q: 3 clusters Score -2652430 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -2652623.250000 Penalty: 4961.698242
	Iteration 14Q: 3 clusters Score -2652623 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -2652792.500000 Penalty: 4961.698242
	Iteration 15Q: 3 clusters Score -2652792 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -2652946.500000 Penalty: 4961.698242
	Iteration 16Q: 3 clusters Score -2652946 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -2653088.250000 Penalty: 4961.698242
	Iteration 17Q: 3 clusters Score -2653088 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -2653219.750000 Penalty: 4961.698242
	Iteration 18Q: 3 clusters Score -2653220 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -2653341.750000 Penalty: 4961.698242
	Iteration 19Q: 3 clusters Score -2653342 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -2653463.000000 Penalty: 4961.698242
	Iteration 20F: 3 clusters Score -2653463 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -2653575.250000 Penalty: 4961.698242
	Iteration 21Q: 3 clusters Score -2653575 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -2653664.500000 Penalty: 4961.698242
	Iteration 22Q: 3 clusters Score -2653664 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -2653754.000000 Penalty: 4961.698242
	Iteration 23Q: 3 clusters Score -2653754 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -2653821.500000 Penalty: 4961.698242
	Iteration 24Q: 3 clusters Score -2653822 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -2653880.750000 Penalty: 4961.698242
	Iteration 25Q: 3 clusters Score -2653881 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -2653923.750000 Penalty: 4961.698242
	Iteration 26Q: 3 clusters Score -2653924 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -2653994.750000 Penalty: 4961.698242
	Iteration 27Q: 3 clusters Score -2653995 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -2654041.750000 Penalty: 4961.698242
	Iteration 28Q: 3 clusters Score -2654042 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -2654081.750000 Penalty: 4961.698242
	Iteration 29Q: 3 clusters Score -2654082 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -2654114.000000 Penalty: 4961.698242
	Iteration 30Q: 3 clusters Score -2654114 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -2654166.250000 Penalty: 4961.698242
	Iteration 31Q: 3 clusters Score -2654166 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -2654213.500000 Penalty: 4961.698242
	Iteration 32Q: 3 clusters Score -2654214 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -2654242.000000 Penalty: 4961.698242
	Iteration 33Q: 3 clusters Score -2654242 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -2654287.500000 Penalty: 4961.698242
	Iteration 34Q: 3 clusters Score -2654288 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -2654306.000000 Penalty: 4961.698242
	Iteration 35Q: 3 clusters Score -2654306 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -2654344.250000 Penalty: 4961.698242
	Iteration 36Q: 3 clusters Score -2654344 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -2654380.250000 Penalty: 4961.698242
	Iteration 37Q: 3 clusters Score -2654380 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 19609 members 
Entering Unmasked Estep 
Score: -2654402.750000 Penalty: 4961.698242
	Iteration 38Q: 3 clusters Score -2654403 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -2654428.500000 Penalty: 4961.698242
	Iteration 39Q: 3 clusters Score -2654428 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -2654466.750000 Penalty: 4961.698242
	Iteration 40F: 3 clusters Score -2654467 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -2654497.250000 Penalty: 4961.698242
	Iteration 41Q: 3 clusters Score -2654497 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -2654509.750000 Penalty: 4961.698242
	Iteration 42Q: 3 clusters Score -2654510 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -2654535.250000 Penalty: 4961.698242
	Iteration 43Q: 3 clusters Score -2654535 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -2654552.000000 Penalty: 4961.698242
	Iteration 44Q: 3 clusters Score -2654552 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -2654573.000000 Penalty: 4961.698242
	Iteration 45Q: 3 clusters Score -2654573 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -2654590.750000 Penalty: 4961.698242
	Iteration 46Q: 3 clusters Score -2654591 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -2654600.750000 Penalty: 4961.698242
	Iteration 47Q: 3 clusters Score -2654601 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -2654610.250000 Penalty: 4961.698242
	Iteration 48Q: 3 clusters Score -2654610 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -2654623.000000 Penalty: 4961.698242
	Iteration 49Q: 3 clusters Score -2654623 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -2654629.000000 Penalty: 4961.698242
	Iteration 50Q: 3 clusters Score -2654629 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -2654628.250000 Penalty: 4961.698242
	Iteration 51Q: 3 clusters Score -2654628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -2654637.250000 Penalty: 4961.698242
	Iteration 52Q: 3 clusters Score -2654637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -2654633.750000 Penalty: 4961.698242
	Iteration 53Q: 3 clusters Score -2654634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -2654634.500000 Penalty: 4961.698242
	Iteration 54Q: 3 clusters Score -2654634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -2654634.750000 Penalty: 4961.698242
	Iteration 55Q: 3 clusters Score -2654635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -2654638.000000 Penalty: 4961.698242
	Iteration 56Q: 3 clusters Score -2654638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -2654638.250000 Penalty: 4961.698242
	Iteration 57Q: 3 clusters Score -2654638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 20337 members 
Entering Unmasked Estep 
Score: -2654639.000000 Penalty: 4961.698242
	Iteration 58Q: 3 clusters Score -2654639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -2654639.250000 Penalty: 4961.698242
	Iteration 59Q: 3 clusters Score -2654639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -2654640.250000 Penalty: 4961.698242
	Iteration 60F: 3 clusters Score -2654640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -2654641.750000 Penalty: 4961.698242
	Iteration 61Q: 3 clusters Score -2654642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -2654639.750000 Penalty: 4961.698242
	Iteration 62Q: 3 clusters Score -2654640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -2654644.000000 Penalty: 4961.698242
	Iteration 63Q: 3 clusters Score -2654644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -2654643.500000 Penalty: 4961.698242
	Iteration 64Q: 3 clusters Score -2654644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -2654646.750000 Penalty: 4961.698242
	Iteration 65Q: 3 clusters Score -2654647 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -2654647.750000 Penalty: 4961.698242
	Iteration 66Q: 3 clusters Score -2654648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -2654651.250000 Penalty: 4961.698242
	Iteration 67Q: 3 clusters Score -2654651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -2654652.000000 Penalty: 4961.698242
	Iteration 68Q: 3 clusters Score -2654652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -2654649.250000 Penalty: 4961.698242
	Iteration 69Q: 3 clusters Score -2654649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -2654655.250000 Penalty: 4961.698242
	Iteration 70Q: 3 clusters Score -2654655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 20405 members 
Entering Unmasked Estep 
Score: -2654659.500000 Penalty: 4961.698242
	Iteration 71Q: 3 clusters Score -2654660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -2654663.500000 Penalty: 4961.698242
	Iteration 72Q: 3 clusters Score -2654664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 20422 members 
Entering Unmasked Estep 
Score: -2654663.000000 Penalty: 4961.698242
	Iteration 73Q: 3 clusters Score -2654663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -2654667.500000 Penalty: 4961.698242
	Iteration 74Q: 3 clusters Score -2654668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -2654673.000000 Penalty: 4961.698242
	Iteration 75Q: 3 clusters Score -2654673 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 20457 members 
Entering Unmasked Estep 
Score: -2654679.500000 Penalty: 4961.698242
	Iteration 76Q: 3 clusters Score -2654680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -2654687.500000 Penalty: 4961.698242
	Iteration 77Q: 3 clusters Score -2654688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -2654690.750000 Penalty: 4961.698242
	Iteration 78Q: 3 clusters Score -2654691 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -2654692.500000 Penalty: 4961.698242
	Iteration 79Q: 3 clusters Score -2654692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -2654693.750000 Penalty: 4961.698242
	Iteration 80F: 3 clusters Score -2654694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -2654695.250000 Penalty: 4961.698242
	Iteration 81Q: 3 clusters Score -2654695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -2654696.250000 Penalty: 4961.698242
	Iteration 82Q: 3 clusters Score -2654696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -2654695.250000 Penalty: 4961.698242
	Iteration 83Q: 3 clusters Score -2654695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -2654699.250000 Penalty: 4961.698242
	Iteration 84Q: 3 clusters Score -2654699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -2654699.250000 Penalty: 4961.698242
	Iteration 85Q: 3 clusters Score -2654699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -2654698.750000 Penalty: 4961.698242
	Iteration 86Q: 3 clusters Score -2654699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -2654698.000000 Penalty: 4961.698242
	Iteration 87Q: 3 clusters Score -2654698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -2654699.500000 Penalty: 4961.698242
	Iteration 88Q: 3 clusters Score -2654700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -2654703.000000 Penalty: 4961.698242
	Iteration 89Q: 3 clusters Score -2654703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 20541 members 
Entering Unmasked Estep 
Score: -2654704.000000 Penalty: 4961.698242
	Iteration 90Q: 3 clusters Score -2654704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -2654705.500000 Penalty: 4961.698242
	Iteration 91Q: 3 clusters Score -2654706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -2654710.750000 Penalty: 4961.698242
	Iteration 92Q: 3 clusters Score -2654711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -2654714.500000 Penalty: 4961.698242
	Iteration 93Q: 3 clusters Score -2654714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -2654713.000000 Penalty: 4961.698242
	Iteration 94Q: 3 clusters Score -2654713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -2654716.000000 Penalty: 4961.698242
	Iteration 95Q: 3 clusters Score -2654716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -2654716.500000 Penalty: 4961.698242
	Iteration 96Q: 3 clusters Score -2654716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -2654716.500000 Penalty: 4961.698242
	Iteration 97Q: 3 clusters Score -2654716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -2654717.500000 Penalty: 4961.698242
	Iteration 98Q: 3 clusters Score -2654718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -2654717.750000 Penalty: 4961.698242
	Iteration 99Q: 3 clusters Score -2654718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -2654720.750000 Penalty: 4961.698242
	Iteration 100F: 3 clusters Score -2654721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -2654718.500000 Penalty: 4961.698242
	Iteration 101Q: 3 clusters Score -2654718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -2654718.000000 Penalty: 4961.698242
	Iteration 102Q: 3 clusters Score -2654718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -2654715.750000 Penalty: 4961.698242
	Iteration 103Q: 3 clusters Score -2654716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -2654715.750000 Penalty: 4961.698242
	Iteration 104F: 3 clusters Score -2654716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Entering Unmasked Estep 
Score: -1557014.375000 Penalty: 2338.191162
	Iteration 0F: 2 clusters Score -1557014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1547888.000000 Penalty: 4676.382324
	Iteration 0F: 3 clusters Score -1547888 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1550716.375000 Penalty: 4676.382324
	Iteration 1F: 3 clusters Score -1550716 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1551129.875000 Penalty: 4676.382324
	Iteration 2F: 3 clusters Score -1551130 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1551411.500000 Penalty: 4676.382324
	Iteration 3F: 3 clusters Score -1551412 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1551608.375000 Penalty: 4676.382324
	Iteration 4Q: 3 clusters Score -1551608 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1551779.625000 Penalty: 4676.382324
	Iteration 5Q: 3 clusters Score -1551780 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1551968.625000 Penalty: 4676.382324
	Iteration 6Q: 3 clusters Score -1551969 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1552132.625000 Penalty: 4676.382324
	Iteration 7Q: 3 clusters Score -1552133 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1552307.500000 Penalty: 4676.382324
	Iteration 8Q: 3 clusters Score -1552308 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1552513.750000 Penalty: 4676.382324
	Iteration 9Q: 3 clusters Score -1552514 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -1552775.250000 Penalty: 4676.382324
	Iteration 10Q: 3 clusters Score -1552775 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1553053.625000 Penalty: 4676.382324
	Iteration 11Q: 3 clusters Score -1553054 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1553322.500000 Penalty: 4676.382324
	Iteration 12Q: 3 clusters Score -1553322 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1553570.875000 Penalty: 4676.382324
	Iteration 13Q: 3 clusters Score -1553571 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1553780.250000 Penalty: 4676.382324
	Iteration 14Q: 3 clusters Score -1553780 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -1553918.625000 Penalty: 4676.382324
	Iteration 15Q: 3 clusters Score -1553919 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1554034.375000 Penalty: 4676.382324
	Iteration 16Q: 3 clusters Score -1554034 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1554113.750000 Penalty: 4676.382324
	Iteration 17Q: 3 clusters Score -1554114 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1554191.125000 Penalty: 4676.382324
	Iteration 18Q: 3 clusters Score -1554191 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1554261.875000 Penalty: 4676.382324
	Iteration 19Q: 3 clusters Score -1554262 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1554336.125000 Penalty: 4676.382324
	Iteration 20F: 3 clusters Score -1554336 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1554411.500000 Penalty: 4676.382324
	Iteration 21Q: 3 clusters Score -1554412 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1554485.750000 Penalty: 4676.382324
	Iteration 22Q: 3 clusters Score -1554486 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -1554550.250000 Penalty: 4676.382324
	Iteration 23Q: 3 clusters Score -1554550 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1554607.625000 Penalty: 4676.382324
	Iteration 24Q: 3 clusters Score -1554608 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1554666.375000 Penalty: 4676.382324
	Iteration 25Q: 3 clusters Score -1554666 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -1554714.625000 Penalty: 4676.382324
	Iteration 26Q: 3 clusters Score -1554715 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1554781.000000 Penalty: 4676.382324
	Iteration 27Q: 3 clusters Score -1554781 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1554840.375000 Penalty: 4676.382324
	Iteration 28Q: 3 clusters Score -1554840 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1554897.875000 Penalty: 4676.382324
	Iteration 29Q: 3 clusters Score -1554898 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -1554939.625000 Penalty: 4676.382324
	Iteration 30Q: 3 clusters Score -1554940 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1554979.625000 Penalty: 4676.382324
	Iteration 31Q: 3 clusters Score -1554980 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -1555014.375000 Penalty: 4676.382324
	Iteration 32Q: 3 clusters Score -1555014 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -1555062.375000 Penalty: 4676.382324
	Iteration 33Q: 3 clusters Score -1555062 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1555103.375000 Penalty: 4676.382324
	Iteration 34Q: 3 clusters Score -1555103 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1555135.875000 Penalty: 4676.382324
	Iteration 35Q: 3 clusters Score -1555136 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1555165.375000 Penalty: 4676.382324
	Iteration 36Q: 3 clusters Score -1555165 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -1555182.625000 Penalty: 4676.382324
	Iteration 37Q: 3 clusters Score -1555183 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1555203.500000 Penalty: 4676.382324
	Iteration 38Q: 3 clusters Score -1555204 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1555217.000000 Penalty: 4676.382324
	Iteration 39Q: 3 clusters Score -1555217 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -1555233.625000 Penalty: 4676.382324
	Iteration 40F: 3 clusters Score -1555234 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1555244.875000 Penalty: 4676.382324
	Iteration 41Q: 3 clusters Score -1555245 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -1555257.125000 Penalty: 4676.382324
	Iteration 42Q: 3 clusters Score -1555257 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1555271.875000 Penalty: 4676.382324
	Iteration 43Q: 3 clusters Score -1555272 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -1555285.000000 Penalty: 4676.382324
	Iteration 44Q: 3 clusters Score -1555285 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -1555291.375000 Penalty: 4676.382324
	Iteration 45Q: 3 clusters Score -1555291 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1555298.000000 Penalty: 4676.382324
	Iteration 46Q: 3 clusters Score -1555298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -1555302.875000 Penalty: 4676.382324
	Iteration 47Q: 3 clusters Score -1555303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1555305.250000 Penalty: 4676.382324
	Iteration 48Q: 3 clusters Score -1555305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -1555311.125000 Penalty: 4676.382324
	Iteration 49Q: 3 clusters Score -1555311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1555312.250000 Penalty: 4676.382324
	Iteration 50Q: 3 clusters Score -1555312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1555311.750000 Penalty: 4676.382324
	Iteration 51Q: 3 clusters Score -1555312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1555318.625000 Penalty: 4676.382324
	Iteration 52Q: 3 clusters Score -1555319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 11640 members 
Entering Unmasked Estep 
Score: -1555320.625000 Penalty: 4676.382324
	Iteration 53Q: 3 clusters Score -1555321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -1555323.625000 Penalty: 4676.382324
	Iteration 54Q: 3 clusters Score -1555324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1555323.625000 Penalty: 4676.382324
	Iteration 55Q: 3 clusters Score -1555324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 11648 members 
Entering Unmasked Estep 
Score: -1555323.625000 Penalty: 4676.382324
	Iteration 56F: 3 clusters Score -1555324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -81930.281250 Penalty: 1624.667847
	Iteration 0F: 2 clusters Score -81930.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -80241.007812 Penalty: 3249.335693
	Iteration 0F: 3 clusters Score -80241.01 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -80459.960938 Penalty: 3249.335693
	Iteration 1F: 3 clusters Score -80459.96 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -80510.523438 Penalty: 3249.335693
	Iteration 2Q: 3 clusters Score -80510.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -80541.546875 Penalty: 3249.335693
	Iteration 3Q: 3 clusters Score -80541.55 nChanged 11
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: -80557.515625 Penalty: 3249.335693
	Iteration 4Q: 3 clusters Score -80557.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -80574.781250 Penalty: 3249.335693
	Iteration 5Q: 3 clusters Score -80574.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -80596.765625 Penalty: 3249.335693
	Iteration 6Q: 3 clusters Score -80596.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -80607.062500 Penalty: 3249.335693
	Iteration 7Q: 3 clusters Score -80607.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -80610.179688 Penalty: 3249.335693
	Iteration 8Q: 3 clusters Score -80610.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -80610.179688 Penalty: 3249.335693
	Iteration 9F: 3 clusters Score -80610.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Entering Unmasked Estep 
Score: -120329.195312 Penalty: 1723.802002
	Iteration 0F: 2 clusters Score -120329.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -118384.640625 Penalty: 3447.604004
	Iteration 0F: 3 clusters Score -118384.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -118773.242188 Penalty: 3447.604004
	Iteration 1F: 3 clusters Score -118773.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -118913.257812 Penalty: 3447.604004
	Iteration 2F: 3 clusters Score -118913.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -118959.320312 Penalty: 3447.604004
	Iteration 3Q: 3 clusters Score -118959.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -118984.929688 Penalty: 3447.604004
	Iteration 4Q: 3 clusters Score -118984.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -119007.023438 Penalty: 3447.604004
	Iteration 5Q: 3 clusters Score -119007 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -119017.359375 Penalty: 3447.604004
	Iteration 6Q: 3 clusters Score -119017.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -119018.812500 Penalty: 3447.604004
	Iteration 7Q: 3 clusters Score -119018.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -119020.375000 Penalty: 3447.604004
	Iteration 8Q: 3 clusters Score -119020.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -119021.312500 Penalty: 3447.604004
	Iteration 9Q: 3 clusters Score -119021.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -119023.351562 Penalty: 3447.604004
	Iteration 10Q: 3 clusters Score -119023.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -119024.273438 Penalty: 3447.604004
	Iteration 11Q: 3 clusters Score -119024.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -119025.781250 Penalty: 3447.604004
	Iteration 12Q: 3 clusters Score -119025.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -119032.062500 Penalty: 3447.604004
	Iteration 13Q: 3 clusters Score -119032.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -119034.437500 Penalty: 3447.604004
	Iteration 14Q: 3 clusters Score -119034.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -119035.960938 Penalty: 3447.604004
	Iteration 15Q: 3 clusters Score -119036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -119038.187500 Penalty: 3447.604004
	Iteration 16Q: 3 clusters Score -119038.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -119041.312500 Penalty: 3447.604004
	Iteration 17Q: 3 clusters Score -119041.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -119042.398438 Penalty: 3447.604004
	Iteration 18Q: 3 clusters Score -119042.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -119042.398438 Penalty: 3447.604004
	Iteration 19F: 3 clusters Score -119042.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Entering Unmasked Estep 
Score: -730552.312500 Penalty: 2148.215332
	Iteration 0F: 2 clusters Score -730552.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -725558.875000 Penalty: 4296.430664
	Iteration 0F: 3 clusters Score -725558.9 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -726772.687500 Penalty: 4296.430664
	Iteration 1F: 3 clusters Score -726772.7 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -726974.062500 Penalty: 4296.430664
	Iteration 2F: 3 clusters Score -726974.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -727111.312500 Penalty: 4296.430664
	Iteration 3Q: 3 clusters Score -727111.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -727230.500000 Penalty: 4296.430664
	Iteration 4Q: 3 clusters Score -727230.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -727336.000000 Penalty: 4296.430664
	Iteration 5Q: 3 clusters Score -727336 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -727440.875000 Penalty: 4296.430664
	Iteration 6Q: 3 clusters Score -727440.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -727528.937500 Penalty: 4296.430664
	Iteration 7Q: 3 clusters Score -727528.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -727604.312500 Penalty: 4296.430664
	Iteration 8Q: 3 clusters Score -727604.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -727676.437500 Penalty: 4296.430664
	Iteration 9Q: 3 clusters Score -727676.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -727750.437500 Penalty: 4296.430664
	Iteration 10Q: 3 clusters Score -727750.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -727825.375000 Penalty: 4296.430664
	Iteration 11Q: 3 clusters Score -727825.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -727903.437500 Penalty: 4296.430664
	Iteration 12Q: 3 clusters Score -727903.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -727984.750000 Penalty: 4296.430664
	Iteration 13Q: 3 clusters Score -727984.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -728066.687500 Penalty: 4296.430664
	Iteration 14Q: 3 clusters Score -728066.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -728139.125000 Penalty: 4296.430664
	Iteration 15Q: 3 clusters Score -728139.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -728206.625000 Penalty: 4296.430664
	Iteration 16Q: 3 clusters Score -728206.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -728281.375000 Penalty: 4296.430664
	Iteration 17Q: 3 clusters Score -728281.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -728358.375000 Penalty: 4296.430664
	Iteration 18Q: 3 clusters Score -728358.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -728419.500000 Penalty: 4296.430664
	Iteration 19Q: 3 clusters Score -728419.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -728475.750000 Penalty: 4296.430664
	Iteration 20F: 3 clusters Score -728475.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -728519.312500 Penalty: 4296.430664
	Iteration 21Q: 3 clusters Score -728519.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -728554.750000 Penalty: 4296.430664
	Iteration 22Q: 3 clusters Score -728554.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -728579.000000 Penalty: 4296.430664
	Iteration 23Q: 3 clusters Score -728579 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -728597.750000 Penalty: 4296.430664
	Iteration 24Q: 3 clusters Score -728597.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -728611.312500 Penalty: 4296.430664
	Iteration 25Q: 3 clusters Score -728611.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -728623.312500 Penalty: 4296.430664
	Iteration 26Q: 3 clusters Score -728623.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -728632.937500 Penalty: 4296.430664
	Iteration 27Q: 3 clusters Score -728632.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -728638.687500 Penalty: 4296.430664
	Iteration 28Q: 3 clusters Score -728638.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -728645.937500 Penalty: 4296.430664
	Iteration 29Q: 3 clusters Score -728645.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -728648.375000 Penalty: 4296.430664
	Iteration 30Q: 3 clusters Score -728648.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -728654.500000 Penalty: 4296.430664
	Iteration 31Q: 3 clusters Score -728654.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -728664.125000 Penalty: 4296.430664
	Iteration 32Q: 3 clusters Score -728664.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -728671.562500 Penalty: 4296.430664
	Iteration 33Q: 3 clusters Score -728671.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -728676.562500 Penalty: 4296.430664
	Iteration 34Q: 3 clusters Score -728676.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -728682.625000 Penalty: 4296.430664
	Iteration 35Q: 3 clusters Score -728682.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -728687.750000 Penalty: 4296.430664
	Iteration 36Q: 3 clusters Score -728687.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -728690.812500 Penalty: 4296.430664
	Iteration 37Q: 3 clusters Score -728690.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -728693.062500 Penalty: 4296.430664
	Iteration 38Q: 3 clusters Score -728693.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -728693.687500 Penalty: 4296.430664
	Iteration 39Q: 3 clusters Score -728693.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -728693.687500 Penalty: 4296.430664
	Iteration 40F: 3 clusters Score -728693.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -2009389.625000 Penalty: 2400.709961
	Iteration 0F: 2 clusters Score -2009390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -1997834.500000 Penalty: 4801.419922
	Iteration 0F: 3 clusters Score -1997834 nChanged 6944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -2001589.500000 Penalty: 4801.419922
	Iteration 1F: 3 clusters Score -2001590 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -2001900.500000 Penalty: 4801.419922
	Iteration 2F: 3 clusters Score -2001900 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -2002185.625000 Penalty: 4801.419922
	Iteration 3Q: 3 clusters Score -2002186 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -2002435.125000 Penalty: 4801.419922
	Iteration 4Q: 3 clusters Score -2002435 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -2002691.125000 Penalty: 4801.419922
	Iteration 5Q: 3 clusters Score -2002691 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -2002954.250000 Penalty: 4801.419922
	Iteration 6Q: 3 clusters Score -2002954 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -2003254.500000 Penalty: 4801.419922
	Iteration 7Q: 3 clusters Score -2003254 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -2003620.125000 Penalty: 4801.419922
	Iteration 8Q: 3 clusters Score -2003620 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -2004134.125000 Penalty: 4801.419922
	Iteration 9Q: 3 clusters Score -2004134 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -2004713.375000 Penalty: 4801.419922
	Iteration 10Q: 3 clusters Score -2004713 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -2005236.125000 Penalty: 4801.419922
	Iteration 11Q: 3 clusters Score -2005236 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2005715.000000 Penalty: 4801.419922
	Iteration 12Q: 3 clusters Score -2005715 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2006121.750000 Penalty: 4801.419922
	Iteration 13Q: 3 clusters Score -2006122 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2006429.875000 Penalty: 4801.419922
	Iteration 14Q: 3 clusters Score -2006430 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2006645.250000 Penalty: 4801.419922
	Iteration 15Q: 3 clusters Score -2006645 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2006796.375000 Penalty: 4801.419922
	Iteration 16Q: 3 clusters Score -2006796 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2006913.375000 Penalty: 4801.419922
	Iteration 17Q: 3 clusters Score -2006913 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2006996.625000 Penalty: 4801.419922
	Iteration 18Q: 3 clusters Score -2006997 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2007053.250000 Penalty: 4801.419922
	Iteration 19Q: 3 clusters Score -2007053 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2007101.500000 Penalty: 4801.419922
	Iteration 20F: 3 clusters Score -2007102 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2007134.750000 Penalty: 4801.419922
	Iteration 21Q: 3 clusters Score -2007135 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2007168.250000 Penalty: 4801.419922
	Iteration 22Q: 3 clusters Score -2007168 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2007187.250000 Penalty: 4801.419922
	Iteration 23Q: 3 clusters Score -2007187 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -2007198.875000 Penalty: 4801.419922
	Iteration 24Q: 3 clusters Score -2007199 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2007210.125000 Penalty: 4801.419922
	Iteration 25Q: 3 clusters Score -2007210 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2007223.500000 Penalty: 4801.419922
	Iteration 26Q: 3 clusters Score -2007224 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2007239.000000 Penalty: 4801.419922
	Iteration 27Q: 3 clusters Score -2007239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2007247.875000 Penalty: 4801.419922
	Iteration 28Q: 3 clusters Score -2007248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2007255.750000 Penalty: 4801.419922
	Iteration 29Q: 3 clusters Score -2007256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2007264.000000 Penalty: 4801.419922
	Iteration 30Q: 3 clusters Score -2007264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2007277.625000 Penalty: 4801.419922
	Iteration 31Q: 3 clusters Score -2007278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2007284.500000 Penalty: 4801.419922
	Iteration 32Q: 3 clusters Score -2007284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2007302.250000 Penalty: 4801.419922
	Iteration 33Q: 3 clusters Score -2007302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2007310.875000 Penalty: 4801.419922
	Iteration 34Q: 3 clusters Score -2007311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2007321.375000 Penalty: 4801.419922
	Iteration 35Q: 3 clusters Score -2007321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2007330.125000 Penalty: 4801.419922
	Iteration 36Q: 3 clusters Score -2007330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2007335.500000 Penalty: 4801.419922
	Iteration 37Q: 3 clusters Score -2007336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -2007338.000000 Penalty: 4801.419922
	Iteration 38Q: 3 clusters Score -2007338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2007340.500000 Penalty: 4801.419922
	Iteration 39Q: 3 clusters Score -2007340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2007348.250000 Penalty: 4801.419922
	Iteration 40F: 3 clusters Score -2007348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2007349.625000 Penalty: 4801.419922
	Iteration 41Q: 3 clusters Score -2007350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2007352.375000 Penalty: 4801.419922
	Iteration 42Q: 3 clusters Score -2007352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2007355.375000 Penalty: 4801.419922
	Iteration 43Q: 3 clusters Score -2007355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2007355.875000 Penalty: 4801.419922
	Iteration 44Q: 3 clusters Score -2007356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -2007355.875000 Penalty: 4801.419922
	Iteration 45F: 3 clusters Score -2007356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44105 members 
Entering Unmasked Estep 
Score: -5568002.500000 Penalty: 2652.193359
	Iteration 0F: 2 clusters Score -5568002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -5538268.000000 Penalty: 5304.386719
	Iteration 0F: 3 clusters Score -5538268 nChanged 20209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -5549442.500000 Penalty: 5304.386719
	Iteration 1F: 3 clusters Score -5549442 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -5549948.500000 Penalty: 5304.386719
	Iteration 2Q: 3 clusters Score -5549948 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -5550429.500000 Penalty: 5304.386719
	Iteration 3Q: 3 clusters Score -5550430 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -5550942.500000 Penalty: 5304.386719
	Iteration 4Q: 3 clusters Score -5550942 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -5551483.500000 Penalty: 5304.386719
	Iteration 5Q: 3 clusters Score -5551484 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24037 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -5552134.000000 Penalty: 5304.386719
	Iteration 6Q: 3 clusters Score -5552134 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -5553017.000000 Penalty: 5304.386719
	Iteration 7Q: 3 clusters Score -5553017 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -5553969.000000 Penalty: 5304.386719
	Iteration 8Q: 3 clusters Score -5553969 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -5555063.500000 Penalty: 5304.386719
	Iteration 9Q: 3 clusters Score -5555064 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -5556385.500000 Penalty: 5304.386719
	Iteration 10Q: 3 clusters Score -5556386 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29033 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -5557852.000000 Penalty: 5304.386719
	Iteration 11Q: 3 clusters Score -5557852 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -5559275.500000 Penalty: 5304.386719
	Iteration 12Q: 3 clusters Score -5559276 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -5560444.500000 Penalty: 5304.386719
	Iteration 13Q: 3 clusters Score -5560444 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -5561149.000000 Penalty: 5304.386719
	Iteration 14Q: 3 clusters Score -5561149 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31855 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -5561565.000000 Penalty: 5304.386719
	Iteration 15Q: 3 clusters Score -5561565 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -5561858.000000 Penalty: 5304.386719
	Iteration 16Q: 3 clusters Score -5561858 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32833 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -5562168.000000 Penalty: 5304.386719
	Iteration 17Q: 3 clusters Score -5562168 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33275 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -5562382.000000 Penalty: 5304.386719
	Iteration 18Q: 3 clusters Score -5562382 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -5562566.500000 Penalty: 5304.386719
	Iteration 19Q: 3 clusters Score -5562566 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34061 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -5562740.500000 Penalty: 5304.386719
	Iteration 20F: 3 clusters Score -5562740 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -5562895.000000 Penalty: 5304.386719
	Iteration 21Q: 3 clusters Score -5562895 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -5563046.500000 Penalty: 5304.386719
	Iteration 22Q: 3 clusters Score -5563046 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -5563206.000000 Penalty: 5304.386719
	Iteration 23Q: 3 clusters Score -5563206 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35461 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -5563342.500000 Penalty: 5304.386719
	Iteration 24Q: 3 clusters Score -5563342 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -5563467.500000 Penalty: 5304.386719
	Iteration 25Q: 3 clusters Score -5563468 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -5563556.500000 Penalty: 5304.386719
	Iteration 26Q: 3 clusters Score -5563556 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -5563619.000000 Penalty: 5304.386719
	Iteration 27Q: 3 clusters Score -5563619 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36599 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -5563686.000000 Penalty: 5304.386719
	Iteration 28Q: 3 clusters Score -5563686 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -5563792.000000 Penalty: 5304.386719
	Iteration 29Q: 3 clusters Score -5563792 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37148 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -5563892.000000 Penalty: 5304.386719
	Iteration 30Q: 3 clusters Score -5563892 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37425 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -5563981.500000 Penalty: 5304.386719
	Iteration 31Q: 3 clusters Score -5563982 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -5564076.000000 Penalty: 5304.386719
	Iteration 32Q: 3 clusters Score -5564076 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37981 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -5564199.500000 Penalty: 5304.386719
	Iteration 33Q: 3 clusters Score -5564200 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38252 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -5564284.000000 Penalty: 5304.386719
	Iteration 34Q: 3 clusters Score -5564284 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -5564358.500000 Penalty: 5304.386719
	Iteration 35Q: 3 clusters Score -5564358 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38775 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -5564460.000000 Penalty: 5304.386719
	Iteration 36Q: 3 clusters Score -5564460 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39023 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -5564562.000000 Penalty: 5304.386719
	Iteration 37Q: 3 clusters Score -5564562 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39242 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -5564634.000000 Penalty: 5304.386719
	Iteration 38Q: 3 clusters Score -5564634 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39442 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -5564688.500000 Penalty: 5304.386719
	Iteration 39Q: 3 clusters Score -5564688 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39648 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -5564756.500000 Penalty: 5304.386719
	Iteration 40F: 3 clusters Score -5564756 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39845 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -5564799.500000 Penalty: 5304.386719
	Iteration 41Q: 3 clusters Score -5564800 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40034 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -5564856.000000 Penalty: 5304.386719
	Iteration 42Q: 3 clusters Score -5564856 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40225 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -5564926.000000 Penalty: 5304.386719
	Iteration 43Q: 3 clusters Score -5564926 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40409 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -5564983.000000 Penalty: 5304.386719
	Iteration 44Q: 3 clusters Score -5564983 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40585 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -5565065.500000 Penalty: 5304.386719
	Iteration 45Q: 3 clusters Score -5565066 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40769 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -5565116.500000 Penalty: 5304.386719
	Iteration 46Q: 3 clusters Score -5565116 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40958 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -5565174.000000 Penalty: 5304.386719
	Iteration 47Q: 3 clusters Score -5565174 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41120 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -5565218.500000 Penalty: 5304.386719
	Iteration 48Q: 3 clusters Score -5565218 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41262 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -5565270.500000 Penalty: 5304.386719
	Iteration 49Q: 3 clusters Score -5565270 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41390 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -5565314.500000 Penalty: 5304.386719
	Iteration 50Q: 3 clusters Score -5565314 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41508 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -5565350.000000 Penalty: 5304.386719
	Iteration 51Q: 3 clusters Score -5565350 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41632 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -5565398.500000 Penalty: 5304.386719
	Iteration 52Q: 3 clusters Score -5565398 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41744 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -5565439.500000 Penalty: 5304.386719
	Iteration 53Q: 3 clusters Score -5565440 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41861 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -5565501.500000 Penalty: 5304.386719
	Iteration 54Q: 3 clusters Score -5565502 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41956 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -5565536.000000 Penalty: 5304.386719
	Iteration 55Q: 3 clusters Score -5565536 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42039 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -5565572.000000 Penalty: 5304.386719
	Iteration 56Q: 3 clusters Score -5565572 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42117 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -5565595.000000 Penalty: 5304.386719
	Iteration 57Q: 3 clusters Score -5565595 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42190 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -5565619.500000 Penalty: 5304.386719
	Iteration 58Q: 3 clusters Score -5565620 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42251 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -5565626.500000 Penalty: 5304.386719
	Iteration 59Q: 3 clusters Score -5565626 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42317 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -5565649.000000 Penalty: 5304.386719
	Iteration 60F: 3 clusters Score -5565649 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42363 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -5565671.500000 Penalty: 5304.386719
	Iteration 61Q: 3 clusters Score -5565672 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42399 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -5565679.000000 Penalty: 5304.386719
	Iteration 62Q: 3 clusters Score -5565679 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42435 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -5565698.500000 Penalty: 5304.386719
	Iteration 63Q: 3 clusters Score -5565698 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42468 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -5565704.000000 Penalty: 5304.386719
	Iteration 64Q: 3 clusters Score -5565704 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42495 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -5565717.500000 Penalty: 5304.386719
	Iteration 65Q: 3 clusters Score -5565718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42511 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -5565726.500000 Penalty: 5304.386719
	Iteration 66Q: 3 clusters Score -5565726 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42532 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -5565730.000000 Penalty: 5304.386719
	Iteration 67Q: 3 clusters Score -5565730 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42559 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -5565736.500000 Penalty: 5304.386719
	Iteration 68Q: 3 clusters Score -5565736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42580 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -5565746.500000 Penalty: 5304.386719
	Iteration 69Q: 3 clusters Score -5565746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42596 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -5565751.500000 Penalty: 5304.386719
	Iteration 70Q: 3 clusters Score -5565752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42615 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -5565765.500000 Penalty: 5304.386719
	Iteration 71Q: 3 clusters Score -5565766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42626 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -5565767.000000 Penalty: 5304.386719
	Iteration 72Q: 3 clusters Score -5565767 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -5565775.000000 Penalty: 5304.386719
	Iteration 73Q: 3 clusters Score -5565775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42649 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -5565778.000000 Penalty: 5304.386719
	Iteration 74Q: 3 clusters Score -5565778 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42658 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -5565785.500000 Penalty: 5304.386719
	Iteration 75Q: 3 clusters Score -5565786 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42665 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -5565789.000000 Penalty: 5304.386719
	Iteration 76Q: 3 clusters Score -5565789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42671 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -5565795.500000 Penalty: 5304.386719
	Iteration 77Q: 3 clusters Score -5565796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42677 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -5565798.000000 Penalty: 5304.386719
	Iteration 78Q: 3 clusters Score -5565798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42684 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -5565792.500000 Penalty: 5304.386719
	Iteration 79Q: 3 clusters Score -5565792 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42689 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -5565796.500000 Penalty: 5304.386719
	Iteration 80F: 3 clusters Score -5565796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42695 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -5565795.000000 Penalty: 5304.386719
	Iteration 81Q: 3 clusters Score -5565795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42700 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -5565798.000000 Penalty: 5304.386719
	Iteration 82Q: 3 clusters Score -5565798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42703 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -5565795.500000 Penalty: 5304.386719
	Iteration 83Q: 3 clusters Score -5565796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42704 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -5565795.000000 Penalty: 5304.386719
	Iteration 84Q: 3 clusters Score -5565795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42705 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -5565793.000000 Penalty: 5304.386719
	Iteration 85Q: 3 clusters Score -5565793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42705 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -5565793.000000 Penalty: 5304.386719
	Iteration 86F: 3 clusters Score -5565793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (246277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246277 members 
Entering Unmasked Estep 
Score: -30566586.000000 Penalty: 3078.724609
	Iteration 0F: 2 clusters Score -3.056659e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123227 members 
Mstep: Class 2 contains 123050 members 
Entering Unmasked Estep 
Score: -30410836.000000 Penalty: 6157.449219
	Iteration 0F: 3 clusters Score -3.041084e+07 nChanged 119002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125781 members 
Mstep: Class 2 contains 120496 members 
Entering Unmasked Estep 
Score: -30480768.000000 Penalty: 6157.449219
	Iteration 1F: 3 clusters Score -3.048077e+07 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127242 members 
Mstep: Class 2 contains 119035 members 
Entering Unmasked Estep 
Score: -30481528.000000 Penalty: 6157.449219
	Iteration 2Q: 3 clusters Score -3.048153e+07 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129531 members 
Mstep: Class 2 contains 116746 members 
Entering Unmasked Estep 
Score: -30482488.000000 Penalty: 6157.449219
	Iteration 3Q: 3 clusters Score -3.048249e+07 nChanged 6484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133147 members 
Mstep: Class 2 contains 113130 members 
Entering Unmasked Estep 
Score: -30483732.000000 Penalty: 6157.449219
	Iteration 4Q: 3 clusters Score -3.048373e+07 nChanged 7328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138657 members 
Mstep: Class 2 contains 107620 members 
Entering Unmasked Estep 
Score: -30485858.000000 Penalty: 6157.449219
	Iteration 5Q: 3 clusters Score -3.048586e+07 nChanged 9288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146969 members 
Mstep: Class 2 contains 99308 members 
Entering Unmasked Estep 
Score: -30489290.000000 Penalty: 6157.449219
	Iteration 6Q: 3 clusters Score -3.048929e+07 nChanged 12584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159105 members 
Mstep: Class 2 contains 87172 members 
Entering Unmasked Estep 
Score: -30495684.000000 Penalty: 6157.449219
	Iteration 7F: 3 clusters Score -3.049568e+07 nChanged 17159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176170 members 
Mstep: Class 2 contains 70107 members 
Entering Unmasked Estep 
Score: -30506876.000000 Penalty: 6157.449219
	Iteration 8F: 3 clusters Score -3.050688e+07 nChanged 21427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197591 members 
Mstep: Class 2 contains 48686 members 
Entering Unmasked Estep 
Score: -30523382.000000 Penalty: 6157.449219
	Iteration 9F: 3 clusters Score -3.052338e+07 nChanged 21371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218962 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -30540828.000000 Penalty: 6157.449219
	Iteration 10F: 3 clusters Score -3.054083e+07 nChanged 15361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234321 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -30553546.000000 Penalty: 6157.449219
	Iteration 11F: 3 clusters Score -3.055355e+07 nChanged 7568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241887 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -30559876.000000 Penalty: 6157.449219
	Iteration 12Q: 3 clusters Score -3.055988e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244636 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -30562324.000000 Penalty: 6157.449219
	Iteration 13Q: 3 clusters Score -3.056232e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245518 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -30563130.000000 Penalty: 6157.449219
	Iteration 14Q: 3 clusters Score -3.056313e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245800 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -30563458.000000 Penalty: 6157.449219
	Iteration 15Q: 3 clusters Score -3.056346e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245908 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -30563552.000000 Penalty: 6157.449219
	Iteration 16Q: 3 clusters Score -3.056355e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245952 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -30563620.000000 Penalty: 6157.449219
	Iteration 17Q: 3 clusters Score -3.056362e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245970 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -30563654.000000 Penalty: 6157.449219
	Iteration 18Q: 3 clusters Score -3.056365e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245983 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -30563706.000000 Penalty: 6157.449219
	Iteration 19Q: 3 clusters Score -3.056371e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245988 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -30563738.000000 Penalty: 6157.449219
	Iteration 20F: 3 clusters Score -3.056374e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245992 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -30563766.000000 Penalty: 6157.449219
	Iteration 21Q: 3 clusters Score -3.056377e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245999 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -30563778.000000 Penalty: 6157.449219
	Iteration 22Q: 3 clusters Score -3.056378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246002 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -30563770.000000 Penalty: 6157.449219
	Iteration 23Q: 3 clusters Score -3.056377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246004 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -30563774.000000 Penalty: 6157.449219
	Iteration 24Q: 3 clusters Score -3.056377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246006 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -30563790.000000 Penalty: 6157.449219
	Iteration 25Q: 3 clusters Score -3.056379e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246008 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -30563786.000000 Penalty: 6157.449219
	Iteration 26Q: 3 clusters Score -3.056379e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246010 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -30563780.000000 Penalty: 6157.449219
	Iteration 27Q: 3 clusters Score -3.056378e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246010 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -30563780.000000 Penalty: 6157.449219
	Iteration 28F: 3 clusters Score -3.056378e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (97944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97944 members 
Entering Unmasked Estep 
Score: -12306864.000000 Penalty: 2850.053467
	Iteration 0F: 2 clusters Score -1.230686e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49210 members 
Mstep: Class 2 contains 48734 members 
Entering Unmasked Estep 
Score: -12241413.000000 Penalty: 5700.106934
	Iteration 0F: 3 clusters Score -1.224141e+07 nChanged 46346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51214 members 
Mstep: Class 2 contains 46730 members 
Entering Unmasked Estep 
Score: -12268172.000000 Penalty: 5700.106934
	Iteration 1F: 3 clusters Score -1.226817e+07 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52319 members 
Mstep: Class 2 contains 45625 members 
Entering Unmasked Estep 
Score: -12269157.000000 Penalty: 5700.106934
	Iteration 2Q: 3 clusters Score -1.226916e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53971 members 
Mstep: Class 2 contains 43973 members 
Entering Unmasked Estep 
Score: -12270412.000000 Penalty: 5700.106934
	Iteration 3Q: 3 clusters Score -1.227041e+07 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56385 members 
Mstep: Class 2 contains 41559 members 
Entering Unmasked Estep 
Score: -12272215.000000 Penalty: 5700.106934
	Iteration 4Q: 3 clusters Score -1.227222e+07 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59763 members 
Mstep: Class 2 contains 38181 members 
Entering Unmasked Estep 
Score: -12275003.000000 Penalty: 5700.106934
	Iteration 5Q: 3 clusters Score -1.2275e+07 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64157 members 
Mstep: Class 2 contains 33787 members 
Entering Unmasked Estep 
Score: -12279217.000000 Penalty: 5700.106934
	Iteration 6F: 3 clusters Score -1.227922e+07 nChanged 6224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69265 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -12284488.000000 Penalty: 5700.106934
	Iteration 7F: 3 clusters Score -1.228449e+07 nChanged 5922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74085 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -12289463.000000 Penalty: 5700.106934
	Iteration 8F: 3 clusters Score -1.228946e+07 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78168 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -12293056.000000 Penalty: 5700.106934
	Iteration 9F: 3 clusters Score -1.229306e+07 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81609 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -12295752.000000 Penalty: 5700.106934
	Iteration 10Q: 3 clusters Score -1.229575e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84596 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -12297844.000000 Penalty: 5700.106934
	Iteration 11Q: 3 clusters Score -1.229784e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87131 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -12299481.000000 Penalty: 5700.106934
	Iteration 12Q: 3 clusters Score -1.229948e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89175 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -12300783.000000 Penalty: 5700.106934
	Iteration 13Q: 3 clusters Score -1.230078e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90774 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -12301724.000000 Penalty: 5700.106934
	Iteration 14Q: 3 clusters Score -1.230172e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92039 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -12302422.000000 Penalty: 5700.106934
	Iteration 15Q: 3 clusters Score -1.230242e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93074 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -12302973.000000 Penalty: 5700.106934
	Iteration 16Q: 3 clusters Score -1.230297e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93835 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -12303371.000000 Penalty: 5700.106934
	Iteration 17Q: 3 clusters Score -1.230337e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94440 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -12303731.000000 Penalty: 5700.106934
	Iteration 18Q: 3 clusters Score -1.230373e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94860 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -12303868.000000 Penalty: 5700.106934
	Iteration 19Q: 3 clusters Score -1.230387e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95195 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -12304067.000000 Penalty: 5700.106934
	Iteration 20F: 3 clusters Score -1.230407e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95470 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -12304204.000000 Penalty: 5700.106934
	Iteration 21Q: 3 clusters Score -1.23042e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95693 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -12304289.000000 Penalty: 5700.106934
	Iteration 22Q: 3 clusters Score -1.230429e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95844 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -12304353.000000 Penalty: 5700.106934
	Iteration 23Q: 3 clusters Score -1.230435e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95951 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -12304385.000000 Penalty: 5700.106934
	Iteration 24Q: 3 clusters Score -1.230438e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96044 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -12304421.000000 Penalty: 5700.106934
	Iteration 25Q: 3 clusters Score -1.230442e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96111 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -12304439.000000 Penalty: 5700.106934
	Iteration 26Q: 3 clusters Score -1.230444e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96163 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -12304471.000000 Penalty: 5700.106934
	Iteration 27Q: 3 clusters Score -1.230447e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96208 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -12304472.000000 Penalty: 5700.106934
	Iteration 28Q: 3 clusters Score -1.230447e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96243 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -12304470.000000 Penalty: 5700.106934
	Iteration 29Q: 3 clusters Score -1.230447e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96275 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -12304504.000000 Penalty: 5700.106934
	Iteration 30Q: 3 clusters Score -1.23045e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96318 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -12304517.000000 Penalty: 5700.106934
	Iteration 31Q: 3 clusters Score -1.230452e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96351 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -12304517.000000 Penalty: 5700.106934
	Iteration 32Q: 3 clusters Score -1.230452e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96393 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -12304518.000000 Penalty: 5700.106934
	Iteration 33Q: 3 clusters Score -1.230452e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96424 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -12304544.000000 Penalty: 5700.106934
	Iteration 34Q: 3 clusters Score -1.230454e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96445 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -12304552.000000 Penalty: 5700.106934
	Iteration 35Q: 3 clusters Score -1.230455e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96465 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -12304557.000000 Penalty: 5700.106934
	Iteration 36Q: 3 clusters Score -1.230456e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96475 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -12304555.000000 Penalty: 5700.106934
	Iteration 37Q: 3 clusters Score -1.230456e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96482 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -12304549.000000 Penalty: 5700.106934
	Iteration 38Q: 3 clusters Score -1.230455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96487 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -12304557.000000 Penalty: 5700.106934
	Iteration 39Q: 3 clusters Score -1.230456e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96492 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -12304554.000000 Penalty: 5700.106934
	Iteration 40F: 3 clusters Score -1.230455e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96496 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -12304549.000000 Penalty: 5700.106934
	Iteration 41Q: 3 clusters Score -1.230455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96498 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -12304550.000000 Penalty: 5700.106934
	Iteration 42Q: 3 clusters Score -1.230455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96500 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -12304542.000000 Penalty: 5700.106934
	Iteration 43Q: 3 clusters Score -1.230454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96503 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -12304543.000000 Penalty: 5700.106934
	Iteration 44Q: 3 clusters Score -1.230454e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96507 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -12304544.000000 Penalty: 5700.106934
	Iteration 45Q: 3 clusters Score -1.230454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96508 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -12304559.000000 Penalty: 5700.106934
	Iteration 46Q: 3 clusters Score -1.230456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96507 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -12304558.000000 Penalty: 5700.106934
	Iteration 47Q: 3 clusters Score -1.230456e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96509 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -12304561.000000 Penalty: 5700.106934
	Iteration 48Q: 3 clusters Score -1.230456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96512 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -12304559.000000 Penalty: 5700.106934
	Iteration 49Q: 3 clusters Score -1.230456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96515 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -12304556.000000 Penalty: 5700.106934
	Iteration 50Q: 3 clusters Score -1.230456e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96522 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -12304563.000000 Penalty: 5700.106934
	Iteration 51Q: 3 clusters Score -1.230456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96525 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -12304566.000000 Penalty: 5700.106934
	Iteration 52Q: 3 clusters Score -1.230457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96527 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -12304562.000000 Penalty: 5700.106934
	Iteration 53Q: 3 clusters Score -1.230456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96531 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -12304572.000000 Penalty: 5700.106934
	Iteration 54Q: 3 clusters Score -1.230457e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96536 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -12304579.000000 Penalty: 5700.106934
	Iteration 55Q: 3 clusters Score -1.230458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96541 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -12304583.000000 Penalty: 5700.106934
	Iteration 56Q: 3 clusters Score -1.230458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96544 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -12304585.000000 Penalty: 5700.106934
	Iteration 57Q: 3 clusters Score -1.230458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96548 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -12304577.000000 Penalty: 5700.106934
	Iteration 58Q: 3 clusters Score -1.230458e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96549 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -12304579.000000 Penalty: 5700.106934
	Iteration 59Q: 3 clusters Score -1.230458e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96550 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -12304580.000000 Penalty: 5700.106934
	Iteration 60F: 3 clusters Score -1.230458e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96551 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -12304577.000000 Penalty: 5700.106934
	Iteration 61Q: 3 clusters Score -1.230458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96554 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -12304575.000000 Penalty: 5700.106934
	Iteration 62Q: 3 clusters Score -1.230458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96557 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -12304568.000000 Penalty: 5700.106934
	Iteration 63Q: 3 clusters Score -1.230457e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96558 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -12304564.000000 Penalty: 5700.106934
	Iteration 64Q: 3 clusters Score -1.230456e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96558 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -12304564.000000 Penalty: 5700.106934
	Iteration 65F: 3 clusters Score -1.230456e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (189387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189387 members 
Entering Unmasked Estep 
Score: -23552366.000000 Penalty: 3013.583740
	Iteration 0F: 2 clusters Score -2.355237e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94498 members 
Mstep: Class 2 contains 94889 members 
Entering Unmasked Estep 
Score: -23428462.000000 Penalty: 6027.167480
	Iteration 0F: 3 clusters Score -2.342846e+07 nChanged 91076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91696 members 
Mstep: Class 2 contains 97691 members 
Entering Unmasked Estep 
Score: -23481862.000000 Penalty: 6027.167480
	Iteration 1F: 3 clusters Score -2.348186e+07 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90143 members 
Mstep: Class 2 contains 99244 members 
Entering Unmasked Estep 
Score: -23483000.000000 Penalty: 6027.167480
	Iteration 2Q: 3 clusters Score -2.3483e+07 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87768 members 
Mstep: Class 2 contains 101619 members 
Entering Unmasked Estep 
Score: -23484552.000000 Penalty: 6027.167480
	Iteration 3Q: 3 clusters Score -2.348455e+07 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84287 members 
Mstep: Class 2 contains 105100 members 
Entering Unmasked Estep 
Score: -23486572.000000 Penalty: 6027.167480
	Iteration 4Q: 3 clusters Score -2.348657e+07 nChanged 7441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79138 members 
Mstep: Class 2 contains 110249 members 
Entering Unmasked Estep 
Score: -23489802.000000 Penalty: 6027.167480
	Iteration 5Q: 3 clusters Score -2.34898e+07 nChanged 9041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71791 members 
Mstep: Class 2 contains 117596 members 
Entering Unmasked Estep 
Score: -23494834.000000 Penalty: 6027.167480
	Iteration 6Q: 3 clusters Score -2.349483e+07 nChanged 10864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62095 members 
Mstep: Class 2 contains 127292 members 
Entering Unmasked Estep 
Score: -23502104.000000 Penalty: 6027.167480
	Iteration 7F: 3 clusters Score -2.35021e+07 nChanged 12542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50243 members 
Mstep: Class 2 contains 139144 members 
Entering Unmasked Estep 
Score: -23511780.000000 Penalty: 6027.167480
	Iteration 8F: 3 clusters Score -2.351178e+07 nChanged 12819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37798 members 
Mstep: Class 2 contains 151589 members 
Entering Unmasked Estep 
Score: -23522326.000000 Penalty: 6027.167480
	Iteration 9F: 3 clusters Score -2.352233e+07 nChanged 11543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 162866 members 
Entering Unmasked Estep 
Score: -23531586.000000 Penalty: 6027.167480
	Iteration 10F: 3 clusters Score -2.353159e+07 nChanged 8855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 171561 members 
Entering Unmasked Estep 
Score: -23538092.000000 Penalty: 6027.167480
	Iteration 11Q: 3 clusters Score -2.353809e+07 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 177604 members 
Entering Unmasked Estep 
Score: -23542516.000000 Penalty: 6027.167480
	Iteration 12Q: 3 clusters Score -2.354252e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 181499 members 
Entering Unmasked Estep 
Score: -23545358.000000 Penalty: 6027.167480
	Iteration 13Q: 3 clusters Score -2.354536e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 184010 members 
Entering Unmasked Estep 
Score: -23547016.000000 Penalty: 6027.167480
	Iteration 14Q: 3 clusters Score -2.354702e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 185534 members 
Entering Unmasked Estep 
Score: -23547930.000000 Penalty: 6027.167480
	Iteration 15Q: 3 clusters Score -2.354793e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 186514 members 
Entering Unmasked Estep 
Score: -23548610.000000 Penalty: 6027.167480
	Iteration 16Q: 3 clusters Score -2.354861e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 187117 members 
Entering Unmasked Estep 
Score: -23549080.000000 Penalty: 6027.167480
	Iteration 17Q: 3 clusters Score -2.354908e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 187478 members 
Entering Unmasked Estep 
Score: -23549278.000000 Penalty: 6027.167480
	Iteration 18Q: 3 clusters Score -2.354928e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 187727 members 
Entering Unmasked Estep 
Score: -23549430.000000 Penalty: 6027.167480
	Iteration 19Q: 3 clusters Score -2.354943e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 187908 members 
Entering Unmasked Estep 
Score: -23549528.000000 Penalty: 6027.167480
	Iteration 20F: 3 clusters Score -2.354953e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 188027 members 
Entering Unmasked Estep 
Score: -23549606.000000 Penalty: 6027.167480
	Iteration 21Q: 3 clusters Score -2.354961e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 188101 members 
Entering Unmasked Estep 
Score: -23549684.000000 Penalty: 6027.167480
	Iteration 22Q: 3 clusters Score -2.354968e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 188179 members 
Entering Unmasked Estep 
Score: -23549760.000000 Penalty: 6027.167480
	Iteration 23Q: 3 clusters Score -2.354976e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 188232 members 
Entering Unmasked Estep 
Score: -23549790.000000 Penalty: 6027.167480
	Iteration 24Q: 3 clusters Score -2.354979e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 188269 members 
Entering Unmasked Estep 
Score: -23549792.000000 Penalty: 6027.167480
	Iteration 25Q: 3 clusters Score -2.354979e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 188306 members 
Entering Unmasked Estep 
Score: -23549818.000000 Penalty: 6027.167480
	Iteration 26Q: 3 clusters Score -2.354982e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 188331 members 
Entering Unmasked Estep 
Score: -23549838.000000 Penalty: 6027.167480
	Iteration 27Q: 3 clusters Score -2.354984e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 188351 members 
Entering Unmasked Estep 
Score: -23549840.000000 Penalty: 6027.167480
	Iteration 28Q: 3 clusters Score -2.354984e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 188367 members 
Entering Unmasked Estep 
Score: -23549854.000000 Penalty: 6027.167480
	Iteration 29Q: 3 clusters Score -2.354985e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 188378 members 
Entering Unmasked Estep 
Score: -23549846.000000 Penalty: 6027.167480
	Iteration 30Q: 3 clusters Score -2.354985e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 188380 members 
Entering Unmasked Estep 
Score: -23549854.000000 Penalty: 6027.167480
	Iteration 31Q: 3 clusters Score -2.354985e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 188386 members 
Entering Unmasked Estep 
Score: -23549866.000000 Penalty: 6027.167480
	Iteration 32Q: 3 clusters Score -2.354987e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 188394 members 
Entering Unmasked Estep 
Score: -23549884.000000 Penalty: 6027.167480
	Iteration 33Q: 3 clusters Score -2.354988e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 188402 members 
Entering Unmasked Estep 
Score: -23549896.000000 Penalty: 6027.167480
	Iteration 34Q: 3 clusters Score -2.35499e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 188415 members 
Entering Unmasked Estep 
Score: -23549882.000000 Penalty: 6027.167480
	Iteration 35Q: 3 clusters Score -2.354988e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 188427 members 
Entering Unmasked Estep 
Score: -23549906.000000 Penalty: 6027.167480
	Iteration 36Q: 3 clusters Score -2.354991e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 188436 members 
Entering Unmasked Estep 
Score: -23549892.000000 Penalty: 6027.167480
	Iteration 37Q: 3 clusters Score -2.354989e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 188440 members 
Entering Unmasked Estep 
Score: -23549882.000000 Penalty: 6027.167480
	Iteration 38Q: 3 clusters Score -2.354988e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 188443 members 
Entering Unmasked Estep 
Score: -23549884.000000 Penalty: 6027.167480
	Iteration 39Q: 3 clusters Score -2.354988e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 188446 members 
Entering Unmasked Estep 
Score: -23549894.000000 Penalty: 6027.167480
	Iteration 40F: 3 clusters Score -2.354989e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 188455 members 
Entering Unmasked Estep 
Score: -23549906.000000 Penalty: 6027.167480
	Iteration 41Q: 3 clusters Score -2.354991e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 188462 members 
Entering Unmasked Estep 
Score: -23549928.000000 Penalty: 6027.167480
	Iteration 42Q: 3 clusters Score -2.354993e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 188467 members 
Entering Unmasked Estep 
Score: -23549926.000000 Penalty: 6027.167480
	Iteration 43Q: 3 clusters Score -2.354993e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 188474 members 
Entering Unmasked Estep 
Score: -23549922.000000 Penalty: 6027.167480
	Iteration 44Q: 3 clusters Score -2.354992e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 188480 members 
Entering Unmasked Estep 
Score: -23549948.000000 Penalty: 6027.167480
	Iteration 45Q: 3 clusters Score -2.354995e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 188479 members 
Entering Unmasked Estep 
Score: -23549956.000000 Penalty: 6027.167480
	Iteration 46Q: 3 clusters Score -2.354996e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 188478 members 
Entering Unmasked Estep 
Score: -23549960.000000 Penalty: 6027.167480
	Iteration 47Q: 3 clusters Score -2.354996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 188484 members 
Entering Unmasked Estep 
Score: -23549946.000000 Penalty: 6027.167480
	Iteration 48Q: 3 clusters Score -2.354995e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 188489 members 
Entering Unmasked Estep 
Score: -23549942.000000 Penalty: 6027.167480
	Iteration 49Q: 3 clusters Score -2.354994e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 188490 members 
Entering Unmasked Estep 
Score: -23549958.000000 Penalty: 6027.167480
	Iteration 50Q: 3 clusters Score -2.354996e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 188495 members 
Entering Unmasked Estep 
Score: -23549954.000000 Penalty: 6027.167480
	Iteration 51Q: 3 clusters Score -2.354995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 188494 members 
Entering Unmasked Estep 
Score: -23549954.000000 Penalty: 6027.167480
	Iteration 52Q: 3 clusters Score -2.354995e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 188494 members 
Entering Unmasked Estep 
Score: -23549954.000000 Penalty: 6027.167480
	Iteration 53F: 3 clusters Score -2.354995e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Entering Unmasked Estep 
Score: -380820.093750 Penalty: 1992.186401
	Iteration 0F: 2 clusters Score -380820.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -377505.625000 Penalty: 3984.372803
	Iteration 0F: 3 clusters Score -377505.6 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -378214.062500 Penalty: 3984.372803
	Iteration 1F: 3 clusters Score -378214.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -378353.906250 Penalty: 3984.372803
	Iteration 2F: 3 clusters Score -378353.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -378426.187500 Penalty: 3984.372803
	Iteration 3Q: 3 clusters Score -378426.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -378468.031250 Penalty: 3984.372803
	Iteration 4Q: 3 clusters Score -378468 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -378496.875000 Penalty: 3984.372803
	Iteration 5Q: 3 clusters Score -378496.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -378523.625000 Penalty: 3984.372803
	Iteration 6Q: 3 clusters Score -378523.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -378545.093750 Penalty: 3984.372803
	Iteration 7Q: 3 clusters Score -378545.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -378562.937500 Penalty: 3984.372803
	Iteration 8Q: 3 clusters Score -378562.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -378576.718750 Penalty: 3984.372803
	Iteration 9Q: 3 clusters Score -378576.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -378586.500000 Penalty: 3984.372803
	Iteration 10Q: 3 clusters Score -378586.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -378592.375000 Penalty: 3984.372803
	Iteration 11Q: 3 clusters Score -378592.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -378595.312500 Penalty: 3984.372803
	Iteration 12Q: 3 clusters Score -378595.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -378598.593750 Penalty: 3984.372803
	Iteration 13Q: 3 clusters Score -378598.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -378601.031250 Penalty: 3984.372803
	Iteration 14Q: 3 clusters Score -378601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -378604.468750 Penalty: 3984.372803
	Iteration 15Q: 3 clusters Score -378604.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -378607.750000 Penalty: 3984.372803
	Iteration 16Q: 3 clusters Score -378607.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -378609.593750 Penalty: 3984.372803
	Iteration 17Q: 3 clusters Score -378609.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -378611.031250 Penalty: 3984.372803
	Iteration 18Q: 3 clusters Score -378611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -378614.531250 Penalty: 3984.372803
	Iteration 19Q: 3 clusters Score -378614.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -378616.375000 Penalty: 3984.372803
	Iteration 20F: 3 clusters Score -378616.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -378618.375000 Penalty: 3984.372803
	Iteration 21Q: 3 clusters Score -378618.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -378622.843750 Penalty: 3984.372803
	Iteration 22Q: 3 clusters Score -378622.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -378624.812500 Penalty: 3984.372803
	Iteration 23Q: 3 clusters Score -378624.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -378628.750000 Penalty: 3984.372803
	Iteration 24Q: 3 clusters Score -378628.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -378632.937500 Penalty: 3984.372803
	Iteration 25Q: 3 clusters Score -378632.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -378633.156250 Penalty: 3984.372803
	Iteration 26Q: 3 clusters Score -378633.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -378633.156250 Penalty: 3984.372803
	Iteration 27F: 3 clusters Score -378633.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Entering Unmasked Estep 
Score: -512716.750000 Penalty: 2080.109863
	Iteration 0F: 2 clusters Score -512716.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -508588.250000 Penalty: 4160.219727
	Iteration 0F: 3 clusters Score -508588.2 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -509804.250000 Penalty: 4160.219727
	Iteration 1F: 3 clusters Score -509804.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -510191.250000 Penalty: 4160.219727
	Iteration 2F: 3 clusters Score -510191.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -510423.343750 Penalty: 4160.219727
	Iteration 3F: 3 clusters Score -510423.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -510600.375000 Penalty: 4160.219727
	Iteration 4F: 3 clusters Score -510600.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -510733.125000 Penalty: 4160.219727
	Iteration 5Q: 3 clusters Score -510733.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -510846.281250 Penalty: 4160.219727
	Iteration 6Q: 3 clusters Score -510846.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -510953.875000 Penalty: 4160.219727
	Iteration 7Q: 3 clusters Score -510953.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -511041.531250 Penalty: 4160.219727
	Iteration 8Q: 3 clusters Score -511041.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -511106.343750 Penalty: 4160.219727
	Iteration 9Q: 3 clusters Score -511106.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -511173.250000 Penalty: 4160.219727
	Iteration 10Q: 3 clusters Score -511173.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -511244.562500 Penalty: 4160.219727
	Iteration 11Q: 3 clusters Score -511244.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -511308.218750 Penalty: 4160.219727
	Iteration 12Q: 3 clusters Score -511308.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -511359.156250 Penalty: 4160.219727
	Iteration 13Q: 3 clusters Score -511359.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -511385.250000 Penalty: 4160.219727
	Iteration 14Q: 3 clusters Score -511385.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -511410.250000 Penalty: 4160.219727
	Iteration 15Q: 3 clusters Score -511410.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -511429.718750 Penalty: 4160.219727
	Iteration 16Q: 3 clusters Score -511429.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -511450.312500 Penalty: 4160.219727
	Iteration 17Q: 3 clusters Score -511450.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -511465.687500 Penalty: 4160.219727
	Iteration 18Q: 3 clusters Score -511465.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -511483.937500 Penalty: 4160.219727
	Iteration 19Q: 3 clusters Score -511483.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -511501.843750 Penalty: 4160.219727
	Iteration 20F: 3 clusters Score -511501.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -511515.843750 Penalty: 4160.219727
	Iteration 21Q: 3 clusters Score -511515.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -511528.687500 Penalty: 4160.219727
	Iteration 22Q: 3 clusters Score -511528.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -511546.062500 Penalty: 4160.219727
	Iteration 23Q: 3 clusters Score -511546.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -511559.031250 Penalty: 4160.219727
	Iteration 24Q: 3 clusters Score -511559 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -511566.593750 Penalty: 4160.219727
	Iteration 25Q: 3 clusters Score -511566.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -511576.562500 Penalty: 4160.219727
	Iteration 26Q: 3 clusters Score -511576.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -511580.937500 Penalty: 4160.219727
	Iteration 27Q: 3 clusters Score -511580.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -511588.687500 Penalty: 4160.219727
	Iteration 28Q: 3 clusters Score -511588.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -511592.750000 Penalty: 4160.219727
	Iteration 29Q: 3 clusters Score -511592.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -511596.093750 Penalty: 4160.219727
	Iteration 30Q: 3 clusters Score -511596.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -511597.593750 Penalty: 4160.219727
	Iteration 31Q: 3 clusters Score -511597.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -511599.687500 Penalty: 4160.219727
	Iteration 32Q: 3 clusters Score -511599.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -511601.031250 Penalty: 4160.219727
	Iteration 33Q: 3 clusters Score -511601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -511602.687500 Penalty: 4160.219727
	Iteration 34Q: 3 clusters Score -511602.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -511603.250000 Penalty: 4160.219727
	Iteration 35Q: 3 clusters Score -511603.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -511603.500000 Penalty: 4160.219727
	Iteration 36Q: 3 clusters Score -511603.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -511604.187500 Penalty: 4160.219727
	Iteration 37Q: 3 clusters Score -511604.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -511604.375000 Penalty: 4160.219727
	Iteration 38Q: 3 clusters Score -511604.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -511604.375000 Penalty: 4160.219727
	Iteration 39F: 3 clusters Score -511604.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28564 members 
Entering Unmasked Estep 
Score: -3595824.750000 Penalty: 2544.455811
	Iteration 0F: 2 clusters Score -3595825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -3576135.500000 Penalty: 5088.911621
	Iteration 0F: 3 clusters Score -3576136 nChanged 12888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -3583126.250000 Penalty: 5088.911621
	Iteration 1F: 3 clusters Score -3583126 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -3583562.750000 Penalty: 5088.911621
	Iteration 2Q: 3 clusters Score -3583563 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -3583918.500000 Penalty: 5088.911621
	Iteration 3Q: 3 clusters Score -3583918 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -3584293.000000 Penalty: 5088.911621
	Iteration 4Q: 3 clusters Score -3584293 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -3584676.500000 Penalty: 5088.911621
	Iteration 5Q: 3 clusters Score -3584676 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -3585196.250000 Penalty: 5088.911621
	Iteration 6Q: 3 clusters Score -3585196 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -3585954.000000 Penalty: 5088.911621
	Iteration 7Q: 3 clusters Score -3585954 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -3587155.750000 Penalty: 5088.911621
	Iteration 8F: 3 clusters Score -3587156 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -3588812.750000 Penalty: 5088.911621
	Iteration 9F: 3 clusters Score -3588813 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -3590664.250000 Penalty: 5088.911621
	Iteration 10F: 3 clusters Score -3590664 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 26750 members 
Entering Unmasked Estep 
Score: -3592130.750000 Penalty: 5088.911621
	Iteration 11F: 3 clusters Score -3592131 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -3593003.000000 Penalty: 5088.911621
	Iteration 12Q: 3 clusters Score -3593003 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -3593382.000000 Penalty: 5088.911621
	Iteration 13Q: 3 clusters Score -3593382 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 28114 members 
Entering Unmasked Estep 
Score: -3593581.250000 Penalty: 5088.911621
	Iteration 14Q: 3 clusters Score -3593581 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -3593729.500000 Penalty: 5088.911621
	Iteration 15Q: 3 clusters Score -3593730 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -3593799.750000 Penalty: 5088.911621
	Iteration 16Q: 3 clusters Score -3593800 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -3593846.000000 Penalty: 5088.911621
	Iteration 17Q: 3 clusters Score -3593846 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 28250 members 
Entering Unmasked Estep 
Score: -3593872.250000 Penalty: 5088.911621
	Iteration 18Q: 3 clusters Score -3593872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -3593890.750000 Penalty: 5088.911621
	Iteration 19Q: 3 clusters Score -3593891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -3593917.000000 Penalty: 5088.911621
	Iteration 20F: 3 clusters Score -3593917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -3593933.750000 Penalty: 5088.911621
	Iteration 21Q: 3 clusters Score -3593934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 28252 members 
Entering Unmasked Estep 
Score: -3593947.500000 Penalty: 5088.911621
	Iteration 22Q: 3 clusters Score -3593948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -3593964.000000 Penalty: 5088.911621
	Iteration 23Q: 3 clusters Score -3593964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -3593969.000000 Penalty: 5088.911621
	Iteration 24Q: 3 clusters Score -3593969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 28252 members 
Entering Unmasked Estep 
Score: -3593986.250000 Penalty: 5088.911621
	Iteration 25Q: 3 clusters Score -3593986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -3593990.000000 Penalty: 5088.911621
	Iteration 26Q: 3 clusters Score -3593990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 28249 members 
Entering Unmasked Estep 
Score: -3594007.750000 Penalty: 5088.911621
	Iteration 27Q: 3 clusters Score -3594008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -3594006.250000 Penalty: 5088.911621
	Iteration 28Q: 3 clusters Score -3594006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
Score: -3594011.500000 Penalty: 5088.911621
	Iteration 29Q: 3 clusters Score -3594012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -3594013.250000 Penalty: 5088.911621
	Iteration 30Q: 3 clusters Score -3594013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -3594015.750000 Penalty: 5088.911621
	Iteration 31Q: 3 clusters Score -3594016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 28245 members 
Entering Unmasked Estep 
Score: -3594019.000000 Penalty: 5088.911621
	Iteration 32Q: 3 clusters Score -3594019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -3594021.250000 Penalty: 5088.911621
	Iteration 33Q: 3 clusters Score -3594021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -3594018.000000 Penalty: 5088.911621
	Iteration 34Q: 3 clusters Score -3594018 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -3594021.250000 Penalty: 5088.911621
	Iteration 35Q: 3 clusters Score -3594021 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -3594023.000000 Penalty: 5088.911621
	Iteration 36Q: 3 clusters Score -3594023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -3594023.250000 Penalty: 5088.911621
	Iteration 37F: 3 clusters Score -3594023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -3594025.000000 Penalty: 5088.911621
	Iteration 38Q: 3 clusters Score -3594025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -3594033.000000 Penalty: 5088.911621
	Iteration 39Q: 3 clusters Score -3594033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -3594035.500000 Penalty: 5088.911621
	Iteration 40F: 3 clusters Score -3594036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -3594046.500000 Penalty: 5088.911621
	Iteration 41Q: 3 clusters Score -3594046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 28234 members 
Entering Unmasked Estep 
Score: -3594049.750000 Penalty: 5088.911621
	Iteration 42Q: 3 clusters Score -3594050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 28230 members 
Entering Unmasked Estep 
Score: -3594056.250000 Penalty: 5088.911621
	Iteration 43Q: 3 clusters Score -3594056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -3594062.250000 Penalty: 5088.911621
	Iteration 44Q: 3 clusters Score -3594062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -3594062.250000 Penalty: 5088.911621
	Iteration 45F: 3 clusters Score -3594062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Entering Unmasked Estep 
Score: -2444525.000000 Penalty: 2447.203613
	Iteration 0F: 2 clusters Score -2444525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -2430834.250000 Penalty: 4894.407227
	Iteration 0F: 3 clusters Score -2430834 nChanged 8512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -2435367.500000 Penalty: 4894.407227
	Iteration 1F: 3 clusters Score -2435368 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -2435776.250000 Penalty: 4894.407227
	Iteration 2F: 3 clusters Score -2435776 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -2436101.000000 Penalty: 4894.407227
	Iteration 3Q: 3 clusters Score -2436101 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -2436445.250000 Penalty: 4894.407227
	Iteration 4Q: 3 clusters Score -2436445 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -2436787.250000 Penalty: 4894.407227
	Iteration 5Q: 3 clusters Score -2436787 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -2437190.250000 Penalty: 4894.407227
	Iteration 6Q: 3 clusters Score -2437190 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -2437678.250000 Penalty: 4894.407227
	Iteration 7Q: 3 clusters Score -2437678 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -2438266.000000 Penalty: 4894.407227
	Iteration 8F: 3 clusters Score -2438266 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -2438997.250000 Penalty: 4894.407227
	Iteration 9F: 3 clusters Score -2438997 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -2439824.250000 Penalty: 4894.407227
	Iteration 10F: 3 clusters Score -2439824 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -2440601.500000 Penalty: 4894.407227
	Iteration 11Q: 3 clusters Score -2440602 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -2441160.750000 Penalty: 4894.407227
	Iteration 12Q: 3 clusters Score -2441161 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -2441467.250000 Penalty: 4894.407227
	Iteration 13Q: 3 clusters Score -2441467 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -2441602.250000 Penalty: 4894.407227
	Iteration 14Q: 3 clusters Score -2441602 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 15361 members 
Entering Unmasked Estep 
Score: -2441689.250000 Penalty: 4894.407227
	Iteration 15Q: 3 clusters Score -2441689 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -2441752.750000 Penalty: 4894.407227
	Iteration 16Q: 3 clusters Score -2441753 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -2441814.250000 Penalty: 4894.407227
	Iteration 17Q: 3 clusters Score -2441814 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -2441854.000000 Penalty: 4894.407227
	Iteration 18Q: 3 clusters Score -2441854 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -2441895.750000 Penalty: 4894.407227
	Iteration 19Q: 3 clusters Score -2441896 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -2441934.750000 Penalty: 4894.407227
	Iteration 20F: 3 clusters Score -2441935 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -2441973.750000 Penalty: 4894.407227
	Iteration 21Q: 3 clusters Score -2441974 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -2441998.750000 Penalty: 4894.407227
	Iteration 22Q: 3 clusters Score -2441999 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -2442016.250000 Penalty: 4894.407227
	Iteration 23Q: 3 clusters Score -2442016 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -2442037.000000 Penalty: 4894.407227
	Iteration 24Q: 3 clusters Score -2442037 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2442054.000000 Penalty: 4894.407227
	Iteration 25Q: 3 clusters Score -2442054 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -2442075.000000 Penalty: 4894.407227
	Iteration 26Q: 3 clusters Score -2442075 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -2442104.750000 Penalty: 4894.407227
	Iteration 27Q: 3 clusters Score -2442105 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -2442122.750000 Penalty: 4894.407227
	Iteration 28Q: 3 clusters Score -2442123 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -2442133.250000 Penalty: 4894.407227
	Iteration 29Q: 3 clusters Score -2442133 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -2442154.500000 Penalty: 4894.407227
	Iteration 30Q: 3 clusters Score -2442154 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -2442168.250000 Penalty: 4894.407227
	Iteration 31Q: 3 clusters Score -2442168 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2442187.000000 Penalty: 4894.407227
	Iteration 32Q: 3 clusters Score -2442187 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -2442193.000000 Penalty: 4894.407227
	Iteration 33Q: 3 clusters Score -2442193 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -2442198.500000 Penalty: 4894.407227
	Iteration 34Q: 3 clusters Score -2442198 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -2442214.250000 Penalty: 4894.407227
	Iteration 35Q: 3 clusters Score -2442214 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -2442223.750000 Penalty: 4894.407227
	Iteration 36Q: 3 clusters Score -2442224 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -2442232.750000 Penalty: 4894.407227
	Iteration 37Q: 3 clusters Score -2442233 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -2442246.000000 Penalty: 4894.407227
	Iteration 38Q: 3 clusters Score -2442246 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -2442260.500000 Penalty: 4894.407227
	Iteration 39Q: 3 clusters Score -2442260 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -2442264.000000 Penalty: 4894.407227
	Iteration 40F: 3 clusters Score -2442264 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -2442281.500000 Penalty: 4894.407227
	Iteration 41Q: 3 clusters Score -2442282 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -2442294.500000 Penalty: 4894.407227
	Iteration 42Q: 3 clusters Score -2442294 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -2442305.750000 Penalty: 4894.407227
	Iteration 43Q: 3 clusters Score -2442306 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -2442314.250000 Penalty: 4894.407227
	Iteration 44Q: 3 clusters Score -2442314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -2442312.500000 Penalty: 4894.407227
	Iteration 45Q: 3 clusters Score -2442312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -2442317.500000 Penalty: 4894.407227
	Iteration 46Q: 3 clusters Score -2442318 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -2442325.750000 Penalty: 4894.407227
	Iteration 47Q: 3 clusters Score -2442326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -2442327.000000 Penalty: 4894.407227
	Iteration 48Q: 3 clusters Score -2442327 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -2442326.250000 Penalty: 4894.407227
	Iteration 49Q: 3 clusters Score -2442326 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -2442329.500000 Penalty: 4894.407227
	Iteration 50Q: 3 clusters Score -2442330 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -2442336.250000 Penalty: 4894.407227
	Iteration 51Q: 3 clusters Score -2442336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -2442349.000000 Penalty: 4894.407227
	Iteration 52Q: 3 clusters Score -2442349 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -2442365.750000 Penalty: 4894.407227
	Iteration 53Q: 3 clusters Score -2442366 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -2442375.750000 Penalty: 4894.407227
	Iteration 54Q: 3 clusters Score -2442376 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -2442388.250000 Penalty: 4894.407227
	Iteration 55Q: 3 clusters Score -2442388 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -2442399.750000 Penalty: 4894.407227
	Iteration 56Q: 3 clusters Score -2442400 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -2442411.250000 Penalty: 4894.407227
	Iteration 57Q: 3 clusters Score -2442411 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -2442417.000000 Penalty: 4894.407227
	Iteration 58Q: 3 clusters Score -2442417 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -2442427.000000 Penalty: 4894.407227
	Iteration 59Q: 3 clusters Score -2442427 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -2442433.250000 Penalty: 4894.407227
	Iteration 60F: 3 clusters Score -2442433 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -2442440.000000 Penalty: 4894.407227
	Iteration 61Q: 3 clusters Score -2442440 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -2442447.750000 Penalty: 4894.407227
	Iteration 62Q: 3 clusters Score -2442448 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -2442453.000000 Penalty: 4894.407227
	Iteration 63Q: 3 clusters Score -2442453 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -2442456.000000 Penalty: 4894.407227
	Iteration 64Q: 3 clusters Score -2442456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -2442466.250000 Penalty: 4894.407227
	Iteration 65Q: 3 clusters Score -2442466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -2442471.750000 Penalty: 4894.407227
	Iteration 66Q: 3 clusters Score -2442472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -2442471.500000 Penalty: 4894.407227
	Iteration 67Q: 3 clusters Score -2442472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -2442477.250000 Penalty: 4894.407227
	Iteration 68Q: 3 clusters Score -2442477 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -2442486.250000 Penalty: 4894.407227
	Iteration 69Q: 3 clusters Score -2442486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -2442482.250000 Penalty: 4894.407227
	Iteration 70Q: 3 clusters Score -2442482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -2442485.750000 Penalty: 4894.407227
	Iteration 71Q: 3 clusters Score -2442486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -2442491.500000 Penalty: 4894.407227
	Iteration 72Q: 3 clusters Score -2442492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -2442500.250000 Penalty: 4894.407227
	Iteration 73Q: 3 clusters Score -2442500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -2442500.000000 Penalty: 4894.407227
	Iteration 74Q: 3 clusters Score -2442500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -2442497.500000 Penalty: 4894.407227
	Iteration 75Q: 3 clusters Score -2442498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -2442499.750000 Penalty: 4894.407227
	Iteration 76Q: 3 clusters Score -2442500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -2442499.000000 Penalty: 4894.407227
	Iteration 77Q: 3 clusters Score -2442499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -2442505.750000 Penalty: 4894.407227
	Iteration 78Q: 3 clusters Score -2442506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -2442508.750000 Penalty: 4894.407227
	Iteration 79Q: 3 clusters Score -2442509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -2442511.000000 Penalty: 4894.407227
	Iteration 80F: 3 clusters Score -2442511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -2442517.500000 Penalty: 4894.407227
	Iteration 81Q: 3 clusters Score -2442518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -2442521.000000 Penalty: 4894.407227
	Iteration 82Q: 3 clusters Score -2442521 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -2442524.500000 Penalty: 4894.407227
	Iteration 83Q: 3 clusters Score -2442524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -2442527.750000 Penalty: 4894.407227
	Iteration 84Q: 3 clusters Score -2442528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -2442538.000000 Penalty: 4894.407227
	Iteration 85Q: 3 clusters Score -2442538 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -2442541.500000 Penalty: 4894.407227
	Iteration 86Q: 3 clusters Score -2442542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -2442547.000000 Penalty: 4894.407227
	Iteration 87Q: 3 clusters Score -2442547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -2442546.500000 Penalty: 4894.407227
	Iteration 88Q: 3 clusters Score -2442546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -2442552.000000 Penalty: 4894.407227
	Iteration 89Q: 3 clusters Score -2442552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -2442549.250000 Penalty: 4894.407227
	Iteration 90Q: 3 clusters Score -2442549 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -2442553.750000 Penalty: 4894.407227
	Iteration 91Q: 3 clusters Score -2442554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -2442556.000000 Penalty: 4894.407227
	Iteration 92Q: 3 clusters Score -2442556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -2442559.000000 Penalty: 4894.407227
	Iteration 93Q: 3 clusters Score -2442559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -2442559.250000 Penalty: 4894.407227
	Iteration 94Q: 3 clusters Score -2442559 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -2442557.750000 Penalty: 4894.407227
	Iteration 95Q: 3 clusters Score -2442558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -2442562.750000 Penalty: 4894.407227
	Iteration 96Q: 3 clusters Score -2442563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -2442564.500000 Penalty: 4894.407227
	Iteration 97Q: 3 clusters Score -2442564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -2442568.000000 Penalty: 4894.407227
	Iteration 98Q: 3 clusters Score -2442568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -2442569.250000 Penalty: 4894.407227
	Iteration 99Q: 3 clusters Score -2442569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -2442569.000000 Penalty: 4894.407227
	Iteration 100F: 3 clusters Score -2442569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -2442568.000000 Penalty: 4894.407227
	Iteration 101Q: 3 clusters Score -2442568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -2442568.000000 Penalty: 4894.407227
	Iteration 102F: 3 clusters Score -2442568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -234081.812500 Penalty: 1901.223022
	Iteration 0F: 2 clusters Score -234081.8 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 1057 members 
Entering Unmasked Estep 
Score: -231493.125000 Penalty: 3802.446045
	Iteration 0F: 3 clusters Score -231493.1 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -232144.546875 Penalty: 3802.446045
	Iteration 1F: 3 clusters Score -232144.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -232410.984375 Penalty: 3802.446045
	Iteration 2F: 3 clusters Score -232411 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -232607.687500 Penalty: 3802.446045
	Iteration 3F: 3 clusters Score -232607.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -232782.015625 Penalty: 3802.446045
	Iteration 4F: 3 clusters Score -232782 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -232941.546875 Penalty: 3802.446045
	Iteration 5F: 3 clusters Score -232941.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -233046.328125 Penalty: 3802.446045
	Iteration 6Q: 3 clusters Score -233046.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -233119.375000 Penalty: 3802.446045
	Iteration 7Q: 3 clusters Score -233119.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -233163.031250 Penalty: 3802.446045
	Iteration 8Q: 3 clusters Score -233163 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -233188.734375 Penalty: 3802.446045
	Iteration 9Q: 3 clusters Score -233188.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -233205.578125 Penalty: 3802.446045
	Iteration 10Q: 3 clusters Score -233205.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -233224.218750 Penalty: 3802.446045
	Iteration 11Q: 3 clusters Score -233224.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -233232.906250 Penalty: 3802.446045
	Iteration 12Q: 3 clusters Score -233232.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -233242.171875 Penalty: 3802.446045
	Iteration 13Q: 3 clusters Score -233242.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -233248.406250 Penalty: 3802.446045
	Iteration 14Q: 3 clusters Score -233248.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -233256.609375 Penalty: 3802.446045
	Iteration 15Q: 3 clusters Score -233256.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -233260.015625 Penalty: 3802.446045
	Iteration 16Q: 3 clusters Score -233260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -233265.921875 Penalty: 3802.446045
	Iteration 17Q: 3 clusters Score -233265.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -233268.640625 Penalty: 3802.446045
	Iteration 18Q: 3 clusters Score -233268.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -233269.937500 Penalty: 3802.446045
	Iteration 19Q: 3 clusters Score -233269.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -233273.593750 Penalty: 3802.446045
	Iteration 20F: 3 clusters Score -233273.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -233276.562500 Penalty: 3802.446045
	Iteration 21Q: 3 clusters Score -233276.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -233279.578125 Penalty: 3802.446045
	Iteration 22Q: 3 clusters Score -233279.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -233280.250000 Penalty: 3802.446045
	Iteration 23Q: 3 clusters Score -233280.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -233281.437500 Penalty: 3802.446045
	Iteration 24Q: 3 clusters Score -233281.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -233281.750000 Penalty: 3802.446045
	Iteration 25Q: 3 clusters Score -233281.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -233282.734375 Penalty: 3802.446045
	Iteration 26Q: 3 clusters Score -233282.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -233282.734375 Penalty: 3802.446045
	Iteration 27F: 3 clusters Score -233282.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Entering Unmasked Estep 
Score: -868294.000000 Penalty: 2190.373047
	Iteration 0F: 2 clusters Score -868294 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 3429 members 
Entering Unmasked Estep 
Score: -862625.187500 Penalty: 4380.746094
	Iteration 0F: 3 clusters Score -862625.2 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -864140.375000 Penalty: 4380.746094
	Iteration 1F: 3 clusters Score -864140.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -864342.187500 Penalty: 4380.746094
	Iteration 2F: 3 clusters Score -864342.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -864478.562500 Penalty: 4380.746094
	Iteration 3Q: 3 clusters Score -864478.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -864574.375000 Penalty: 4380.746094
	Iteration 4Q: 3 clusters Score -864574.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -864659.062500 Penalty: 4380.746094
	Iteration 5Q: 3 clusters Score -864659.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -864725.875000 Penalty: 4380.746094
	Iteration 6Q: 3 clusters Score -864725.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -864784.125000 Penalty: 4380.746094
	Iteration 7Q: 3 clusters Score -864784.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -864826.250000 Penalty: 4380.746094
	Iteration 8Q: 3 clusters Score -864826.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -864859.437500 Penalty: 4380.746094
	Iteration 9Q: 3 clusters Score -864859.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -864887.375000 Penalty: 4380.746094
	Iteration 10Q: 3 clusters Score -864887.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -864909.937500 Penalty: 4380.746094
	Iteration 11Q: 3 clusters Score -864909.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -864929.750000 Penalty: 4380.746094
	Iteration 12Q: 3 clusters Score -864929.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -864952.500000 Penalty: 4380.746094
	Iteration 13Q: 3 clusters Score -864952.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -864971.562500 Penalty: 4380.746094
	Iteration 14Q: 3 clusters Score -864971.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -864987.125000 Penalty: 4380.746094
	Iteration 15Q: 3 clusters Score -864987.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -865012.062500 Penalty: 4380.746094
	Iteration 16Q: 3 clusters Score -865012.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -865047.625000 Penalty: 4380.746094
	Iteration 17Q: 3 clusters Score -865047.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -865082.687500 Penalty: 4380.746094
	Iteration 18Q: 3 clusters Score -865082.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -865116.500000 Penalty: 4380.746094
	Iteration 19Q: 3 clusters Score -865116.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -865146.125000 Penalty: 4380.746094
	Iteration 20F: 3 clusters Score -865146.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -865174.562500 Penalty: 4380.746094
	Iteration 21Q: 3 clusters Score -865174.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -865211.312500 Penalty: 4380.746094
	Iteration 22Q: 3 clusters Score -865211.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -865244.000000 Penalty: 4380.746094
	Iteration 23Q: 3 clusters Score -865244 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -865273.250000 Penalty: 4380.746094
	Iteration 24Q: 3 clusters Score -865273.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -865306.625000 Penalty: 4380.746094
	Iteration 25Q: 3 clusters Score -865306.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -865341.625000 Penalty: 4380.746094
	Iteration 26Q: 3 clusters Score -865341.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -865379.062500 Penalty: 4380.746094
	Iteration 27Q: 3 clusters Score -865379.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -865424.937500 Penalty: 4380.746094
	Iteration 28Q: 3 clusters Score -865424.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -865472.312500 Penalty: 4380.746094
	Iteration 29Q: 3 clusters Score -865472.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -865519.812500 Penalty: 4380.746094
	Iteration 30Q: 3 clusters Score -865519.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -865579.437500 Penalty: 4380.746094
	Iteration 31Q: 3 clusters Score -865579.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -865646.062500 Penalty: 4380.746094
	Iteration 32Q: 3 clusters Score -865646.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -865732.000000 Penalty: 4380.746094
	Iteration 33Q: 3 clusters Score -865732 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -865804.375000 Penalty: 4380.746094
	Iteration 34Q: 3 clusters Score -865804.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -865871.500000 Penalty: 4380.746094
	Iteration 35Q: 3 clusters Score -865871.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -865940.687500 Penalty: 4380.746094
	Iteration 36Q: 3 clusters Score -865940.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -866002.625000 Penalty: 4380.746094
	Iteration 37Q: 3 clusters Score -866002.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -866069.250000 Penalty: 4380.746094
	Iteration 38Q: 3 clusters Score -866069.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -866123.625000 Penalty: 4380.746094
	Iteration 39Q: 3 clusters Score -866123.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -866166.687500 Penalty: 4380.746094
	Iteration 40F: 3 clusters Score -866166.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -866201.437500 Penalty: 4380.746094
	Iteration 41Q: 3 clusters Score -866201.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -866226.187500 Penalty: 4380.746094
	Iteration 42Q: 3 clusters Score -866226.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -866252.312500 Penalty: 4380.746094
	Iteration 43Q: 3 clusters Score -866252.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -866274.937500 Penalty: 4380.746094
	Iteration 44Q: 3 clusters Score -866274.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -866288.250000 Penalty: 4380.746094
	Iteration 45Q: 3 clusters Score -866288.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -866298.500000 Penalty: 4380.746094
	Iteration 46Q: 3 clusters Score -866298.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -866309.375000 Penalty: 4380.746094
	Iteration 47Q: 3 clusters Score -866309.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -866320.000000 Penalty: 4380.746094
	Iteration 48Q: 3 clusters Score -866320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -866323.437500 Penalty: 4380.746094
	Iteration 49Q: 3 clusters Score -866323.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -866330.750000 Penalty: 4380.746094
	Iteration 50Q: 3 clusters Score -866330.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -866340.125000 Penalty: 4380.746094
	Iteration 51Q: 3 clusters Score -866340.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -866348.437500 Penalty: 4380.746094
	Iteration 52Q: 3 clusters Score -866348.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -866355.812500 Penalty: 4380.746094
	Iteration 53Q: 3 clusters Score -866355.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -866358.812500 Penalty: 4380.746094
	Iteration 54Q: 3 clusters Score -866358.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -866363.750000 Penalty: 4380.746094
	Iteration 55Q: 3 clusters Score -866363.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -866363.875000 Penalty: 4380.746094
	Iteration 56Q: 3 clusters Score -866363.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -866363.625000 Penalty: 4380.746094
	Iteration 57Q: 3 clusters Score -866363.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -866365.375000 Penalty: 4380.746094
	Iteration 58Q: 3 clusters Score -866365.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -866367.312500 Penalty: 4380.746094
	Iteration 59Q: 3 clusters Score -866367.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -866368.750000 Penalty: 4380.746094
	Iteration 60F: 3 clusters Score -866368.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -866371.875000 Penalty: 4380.746094
	Iteration 61Q: 3 clusters Score -866371.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -866375.000000 Penalty: 4380.746094
	Iteration 62Q: 3 clusters Score -866375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -866377.250000 Penalty: 4380.746094
	Iteration 63Q: 3 clusters Score -866377.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -866381.000000 Penalty: 4380.746094
	Iteration 64Q: 3 clusters Score -866381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -866382.000000 Penalty: 4380.746094
	Iteration 65Q: 3 clusters Score -866382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -866386.000000 Penalty: 4380.746094
	Iteration 66Q: 3 clusters Score -866386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -866390.687500 Penalty: 4380.746094
	Iteration 67Q: 3 clusters Score -866390.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -866397.250000 Penalty: 4380.746094
	Iteration 68Q: 3 clusters Score -866397.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -866403.375000 Penalty: 4380.746094
	Iteration 69Q: 3 clusters Score -866403.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -866407.125000 Penalty: 4380.746094
	Iteration 70Q: 3 clusters Score -866407.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -866414.625000 Penalty: 4380.746094
	Iteration 71Q: 3 clusters Score -866414.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -866421.937500 Penalty: 4380.746094
	Iteration 72Q: 3 clusters Score -866421.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -866428.937500 Penalty: 4380.746094
	Iteration 73Q: 3 clusters Score -866428.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -866431.375000 Penalty: 4380.746094
	Iteration 74Q: 3 clusters Score -866431.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -866433.562500 Penalty: 4380.746094
	Iteration 75Q: 3 clusters Score -866433.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -866434.625000 Penalty: 4380.746094
	Iteration 76Q: 3 clusters Score -866434.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -866437.000000 Penalty: 4380.746094
	Iteration 77Q: 3 clusters Score -866437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -866441.812500 Penalty: 4380.746094
	Iteration 78Q: 3 clusters Score -866441.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -866441.625000 Penalty: 4380.746094
	Iteration 79Q: 3 clusters Score -866441.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -866441.625000 Penalty: 4380.746094
	Iteration 80F: 3 clusters Score -866441.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Entering Unmasked Estep 
Score: -121662.609375 Penalty: 1722.372681
	Iteration 0F: 2 clusters Score -121662.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -119744.179688 Penalty: 3444.745361
	Iteration 0F: 3 clusters Score -119744.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -120082.734375 Penalty: 3444.745361
	Iteration 1F: 3 clusters Score -120082.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -120176.984375 Penalty: 3444.745361
	Iteration 2F: 3 clusters Score -120177 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -120300.843750 Penalty: 3444.745361
	Iteration 3Q: 3 clusters Score -120300.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -120381.320312 Penalty: 3444.745361
	Iteration 4Q: 3 clusters Score -120381.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -120431.140625 Penalty: 3444.745361
	Iteration 5Q: 3 clusters Score -120431.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -120508.585938 Penalty: 3444.745361
	Iteration 6Q: 3 clusters Score -120508.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -120577.945312 Penalty: 3444.745361
	Iteration 7Q: 3 clusters Score -120577.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -120634.242188 Penalty: 3444.745361
	Iteration 8Q: 3 clusters Score -120634.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -120691.851562 Penalty: 3444.745361
	Iteration 9Q: 3 clusters Score -120691.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -120735.437500 Penalty: 3444.745361
	Iteration 10Q: 3 clusters Score -120735.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -120777.484375 Penalty: 3444.745361
	Iteration 11Q: 3 clusters Score -120777.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -120818.023438 Penalty: 3444.745361
	Iteration 12Q: 3 clusters Score -120818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -120847.351562 Penalty: 3444.745361
	Iteration 13Q: 3 clusters Score -120847.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -120868.421875 Penalty: 3444.745361
	Iteration 14Q: 3 clusters Score -120868.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -120876.960938 Penalty: 3444.745361
	Iteration 15Q: 3 clusters Score -120877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -120879.867188 Penalty: 3444.745361
	Iteration 16Q: 3 clusters Score -120879.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -120883.164062 Penalty: 3444.745361
	Iteration 17Q: 3 clusters Score -120883.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -120885.562500 Penalty: 3444.745361
	Iteration 18Q: 3 clusters Score -120885.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -120888.531250 Penalty: 3444.745361
	Iteration 19Q: 3 clusters Score -120888.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -120890.851562 Penalty: 3444.745361
	Iteration 20F: 3 clusters Score -120890.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -120893.953125 Penalty: 3444.745361
	Iteration 21Q: 3 clusters Score -120894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -120897.148438 Penalty: 3444.745361
	Iteration 22Q: 3 clusters Score -120897.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -120897.148438 Penalty: 3444.745361
	Iteration 23F: 3 clusters Score -120897.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55159 members 
Mstep: Class 2 contains 5551 members 
Mstep: Class 3 contains 32554 members 
Mstep: Class 4 contains 58326 members 
Mstep: Class 5 contains 4680 members 
Mstep: Class 6 contains 22102 members 
Mstep: Class 7 contains 12434 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5780 members 
Mstep: Class 11 contains 15999 members 
Mstep: Class 12 contains 44105 members 
Mstep: Class 13 contains 246277 members 
Mstep: Class 14 contains 97944 members 
Mstep: Class 15 contains 189387 members 
Mstep: Class 16 contains 3081 members 
Mstep: Class 17 contains 4392 members 
Mstep: Class 18 contains 28564 members 
Mstep: Class 19 contains 19298 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6851 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773896.000000 Penalty: 74538.125000
Iteration 199Q: 23 clusters Score -1.047739e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55151 members 
Mstep: Class 2 contains 5550 members 
Mstep: Class 3 contains 32532 members 
Mstep: Class 4 contains 58301 members 
Mstep: Class 5 contains 4682 members 
Mstep: Class 6 contains 22101 members 
Mstep: Class 7 contains 12437 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5780 members 
Mstep: Class 11 contains 15991 members 
Mstep: Class 12 contains 44107 members 
Mstep: Class 13 contains 246513 members 
Mstep: Class 14 contains 97908 members 
Mstep: Class 15 contains 189240 members 
Mstep: Class 16 contains 3079 members 
Mstep: Class 17 contains 4389 members 
Mstep: Class 18 contains 28569 members 
Mstep: Class 19 contains 19303 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6851 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773976.000000 Penalty: 74538.125000
Iteration 200F: 23 clusters Score -1.04774e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55146 members 
Mstep: Class 2 contains 5549 members 
Mstep: Class 3 contains 32502 members 
Mstep: Class 4 contains 58280 members 
Mstep: Class 5 contains 4686 members 
Mstep: Class 6 contains 22100 members 
Mstep: Class 7 contains 12435 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5780 members 
Mstep: Class 11 contains 15984 members 
Mstep: Class 12 contains 44100 members 
Mstep: Class 13 contains 246729 members 
Mstep: Class 14 contains 97857 members 
Mstep: Class 15 contains 189145 members 
Mstep: Class 16 contains 3077 members 
Mstep: Class 17 contains 4389 members 
Mstep: Class 18 contains 28562 members 
Mstep: Class 19 contains 19312 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6851 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104774040.000000 Penalty: 74538.125000
Iteration 201Q: 23 clusters Score -1.04774e+08 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55140 members 
Mstep: Class 2 contains 5549 members 
Mstep: Class 3 contains 32476 members 
Mstep: Class 4 contains 58262 members 
Mstep: Class 5 contains 4691 members 
Mstep: Class 6 contains 22100 members 
Mstep: Class 7 contains 12434 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5780 members 
Mstep: Class 11 contains 15981 members 
Mstep: Class 12 contains 44098 members 
Mstep: Class 13 contains 246894 members 
Mstep: Class 14 contains 97822 members 
Mstep: Class 15 contains 189069 members 
Mstep: Class 16 contains 3072 members 
Mstep: Class 17 contains 4389 members 
Mstep: Class 18 contains 28566 members 
Mstep: Class 19 contains 19310 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6851 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773896.000000 Penalty: 74538.125000
Iteration 202Q: 23 clusters Score -1.047739e+08 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55132 members 
Mstep: Class 2 contains 5549 members 
Mstep: Class 3 contains 32455 members 
Mstep: Class 4 contains 58248 members 
Mstep: Class 5 contains 4696 members 
Mstep: Class 6 contains 22092 members 
Mstep: Class 7 contains 12436 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5780 members 
Mstep: Class 11 contains 15971 members 
Mstep: Class 12 contains 44095 members 
Mstep: Class 13 contains 247060 members 
Mstep: Class 14 contains 97770 members 
Mstep: Class 15 contains 189005 members 
Mstep: Class 16 contains 3070 members 
Mstep: Class 17 contains 4383 members 
Mstep: Class 18 contains 28584 members 
Mstep: Class 19 contains 19307 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6851 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773936.000000 Penalty: 74538.125000
Iteration 203Q: 23 clusters Score -1.047739e+08 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55125 members 
Mstep: Class 2 contains 5549 members 
Mstep: Class 3 contains 32432 members 
Mstep: Class 4 contains 58231 members 
Mstep: Class 5 contains 4700 members 
Mstep: Class 6 contains 22084 members 
Mstep: Class 7 contains 12435 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5780 members 
Mstep: Class 11 contains 15965 members 
Mstep: Class 12 contains 44094 members 
Mstep: Class 13 contains 247229 members 
Mstep: Class 14 contains 97726 members 
Mstep: Class 15 contains 188938 members 
Mstep: Class 16 contains 3066 members 
Mstep: Class 17 contains 4380 members 
Mstep: Class 18 contains 28592 members 
Mstep: Class 19 contains 19307 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6851 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773864.000000 Penalty: 74538.125000
Iteration 204Q: 23 clusters Score -1.047739e+08 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55115 members 
Mstep: Class 2 contains 5550 members 
Mstep: Class 3 contains 32404 members 
Mstep: Class 4 contains 58221 members 
Mstep: Class 5 contains 4703 members 
Mstep: Class 6 contains 22079 members 
Mstep: Class 7 contains 12434 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5780 members 
Mstep: Class 11 contains 15965 members 
Mstep: Class 12 contains 44095 members 
Mstep: Class 13 contains 247387 members 
Mstep: Class 14 contains 97696 members 
Mstep: Class 15 contains 188845 members 
Mstep: Class 16 contains 3067 members 
Mstep: Class 17 contains 4378 members 
Mstep: Class 18 contains 28597 members 
Mstep: Class 19 contains 19317 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6850 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773824.000000 Penalty: 74538.125000
Iteration 205Q: 23 clusters Score -1.047738e+08 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55099 members 
Mstep: Class 2 contains 5550 members 
Mstep: Class 3 contains 32368 members 
Mstep: Class 4 contains 58214 members 
Mstep: Class 5 contains 4710 members 
Mstep: Class 6 contains 22077 members 
Mstep: Class 7 contains 12435 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5780 members 
Mstep: Class 11 contains 15957 members 
Mstep: Class 12 contains 44093 members 
Mstep: Class 13 contains 247584 members 
Mstep: Class 14 contains 97664 members 
Mstep: Class 15 contains 188744 members 
Mstep: Class 16 contains 3064 members 
Mstep: Class 17 contains 4379 members 
Mstep: Class 18 contains 28602 members 
Mstep: Class 19 contains 19314 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6849 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773968.000000 Penalty: 74538.125000
Iteration 206Q: 23 clusters Score -1.04774e+08 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55090 members 
Mstep: Class 2 contains 5550 members 
Mstep: Class 3 contains 32323 members 
Mstep: Class 4 contains 58206 members 
Mstep: Class 5 contains 4714 members 
Mstep: Class 6 contains 22072 members 
Mstep: Class 7 contains 12436 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5780 members 
Mstep: Class 11 contains 15946 members 
Mstep: Class 12 contains 44102 members 
Mstep: Class 13 contains 247774 members 
Mstep: Class 14 contains 97635 members 
Mstep: Class 15 contains 188650 members 
Mstep: Class 16 contains 3063 members 
Mstep: Class 17 contains 4380 members 
Mstep: Class 18 contains 28598 members 
Mstep: Class 19 contains 19315 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6849 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773912.000000 Penalty: 74538.125000
Iteration 207Q: 23 clusters Score -1.047739e+08 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55088 members 
Mstep: Class 2 contains 5550 members 
Mstep: Class 3 contains 32288 members 
Mstep: Class 4 contains 58190 members 
Mstep: Class 5 contains 4718 members 
Mstep: Class 6 contains 22074 members 
Mstep: Class 7 contains 12436 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5781 members 
Mstep: Class 11 contains 15938 members 
Mstep: Class 12 contains 44111 members 
Mstep: Class 13 contains 247912 members 
Mstep: Class 14 contains 97610 members 
Mstep: Class 15 contains 188570 members 
Mstep: Class 16 contains 3062 members 
Mstep: Class 17 contains 4378 members 
Mstep: Class 18 contains 28611 members 
Mstep: Class 19 contains 19317 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6849 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104774056.000000 Penalty: 74538.125000
Iteration 208Q: 23 clusters Score -1.047741e+08 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55079 members 
Mstep: Class 2 contains 5550 members 
Mstep: Class 3 contains 32245 members 
Mstep: Class 4 contains 58165 members 
Mstep: Class 5 contains 4718 members 
Mstep: Class 6 contains 22075 members 
Mstep: Class 7 contains 12433 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5781 members 
Mstep: Class 11 contains 15929 members 
Mstep: Class 12 contains 44116 members 
Mstep: Class 13 contains 248047 members 
Mstep: Class 14 contains 97598 members 
Mstep: Class 15 contains 188527 members 
Mstep: Class 16 contains 3061 members 
Mstep: Class 17 contains 4379 members 
Mstep: Class 18 contains 28612 members 
Mstep: Class 19 contains 19319 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6849 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773952.000000 Penalty: 74538.125000
Iteration 209Q: 23 clusters Score -1.04774e+08 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55068 members 
Mstep: Class 2 contains 5549 members 
Mstep: Class 3 contains 32208 members 
Mstep: Class 4 contains 58141 members 
Mstep: Class 5 contains 4719 members 
Mstep: Class 6 contains 22075 members 
Mstep: Class 7 contains 12437 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5781 members 
Mstep: Class 11 contains 15918 members 
Mstep: Class 12 contains 44117 members 
Mstep: Class 13 contains 248195 members 
Mstep: Class 14 contains 97578 members 
Mstep: Class 15 contains 188482 members 
Mstep: Class 16 contains 3061 members 
Mstep: Class 17 contains 4377 members 
Mstep: Class 18 contains 28608 members 
Mstep: Class 19 contains 19321 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6848 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773960.000000 Penalty: 74538.125000
Iteration 210Q: 23 clusters Score -1.04774e+08 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55049 members 
Mstep: Class 2 contains 5548 members 
Mstep: Class 3 contains 32182 members 
Mstep: Class 4 contains 58115 members 
Mstep: Class 5 contains 4718 members 
Mstep: Class 6 contains 22074 members 
Mstep: Class 7 contains 12437 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5781 members 
Mstep: Class 11 contains 15907 members 
Mstep: Class 12 contains 44115 members 
Mstep: Class 13 contains 248360 members 
Mstep: Class 14 contains 97563 members 
Mstep: Class 15 contains 188425 members 
Mstep: Class 16 contains 3060 members 
Mstep: Class 17 contains 4372 members 
Mstep: Class 18 contains 28614 members 
Mstep: Class 19 contains 19315 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6848 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773872.000000 Penalty: 74538.125000
Iteration 211Q: 23 clusters Score -1.047739e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55043 members 
Mstep: Class 2 contains 5548 members 
Mstep: Class 3 contains 32154 members 
Mstep: Class 4 contains 58099 members 
Mstep: Class 5 contains 4716 members 
Mstep: Class 6 contains 22073 members 
Mstep: Class 7 contains 12435 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5781 members 
Mstep: Class 11 contains 15893 members 
Mstep: Class 12 contains 44119 members 
Mstep: Class 13 contains 248510 members 
Mstep: Class 14 contains 97538 members 
Mstep: Class 15 contains 188374 members 
Mstep: Class 16 contains 3059 members 
Mstep: Class 17 contains 4371 members 
Mstep: Class 18 contains 28610 members 
Mstep: Class 19 contains 19312 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6848 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773840.000000 Penalty: 74538.125000
Iteration 212Q: 23 clusters Score -1.047738e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55033 members 
Mstep: Class 2 contains 5548 members 
Mstep: Class 3 contains 32125 members 
Mstep: Class 4 contains 58083 members 
Mstep: Class 5 contains 4714 members 
Mstep: Class 6 contains 22069 members 
Mstep: Class 7 contains 12438 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5781 members 
Mstep: Class 11 contains 15880 members 
Mstep: Class 12 contains 44122 members 
Mstep: Class 13 contains 248667 members 
Mstep: Class 14 contains 97518 members 
Mstep: Class 15 contains 188304 members 
Mstep: Class 16 contains 3055 members 
Mstep: Class 17 contains 4366 members 
Mstep: Class 18 contains 28616 members 
Mstep: Class 19 contains 19316 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6848 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104774152.000000 Penalty: 74538.125000
Iteration 213Q: 23 clusters Score -1.047742e+08 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55026 members 
Mstep: Class 2 contains 5548 members 
Mstep: Class 3 contains 32101 members 
Mstep: Class 4 contains 58067 members 
Mstep: Class 5 contains 4714 members 
Mstep: Class 6 contains 22068 members 
Mstep: Class 7 contains 12439 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5781 members 
Mstep: Class 11 contains 15867 members 
Mstep: Class 12 contains 44127 members 
Mstep: Class 13 contains 248806 members 
Mstep: Class 14 contains 97504 members 
Mstep: Class 15 contains 188223 members 
Mstep: Class 16 contains 3054 members 
Mstep: Class 17 contains 4365 members 
Mstep: Class 18 contains 28624 members 
Mstep: Class 19 contains 19321 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6848 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104774144.000000 Penalty: 74538.125000
Iteration 214Q: 23 clusters Score -1.047741e+08 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55012 members 
Mstep: Class 2 contains 5548 members 
Mstep: Class 3 contains 32070 members 
Mstep: Class 4 contains 58054 members 
Mstep: Class 5 contains 4715 members 
Mstep: Class 6 contains 22065 members 
Mstep: Class 7 contains 12440 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5781 members 
Mstep: Class 11 contains 15853 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 248934 members 
Mstep: Class 14 contains 97483 members 
Mstep: Class 15 contains 188185 members 
Mstep: Class 16 contains 3051 members 
Mstep: Class 17 contains 4364 members 
Mstep: Class 18 contains 28627 members 
Mstep: Class 19 contains 19325 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6848 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104774096.000000 Penalty: 74538.125000
Iteration 215Q: 23 clusters Score -1.047741e+08 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54995 members 
Mstep: Class 2 contains 5548 members 
Mstep: Class 3 contains 32040 members 
Mstep: Class 4 contains 58050 members 
Mstep: Class 5 contains 4714 members 
Mstep: Class 6 contains 22061 members 
Mstep: Class 7 contains 12439 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5781 members 
Mstep: Class 11 contains 15841 members 
Mstep: Class 12 contains 44125 members 
Mstep: Class 13 contains 249077 members 
Mstep: Class 14 contains 97459 members 
Mstep: Class 15 contains 188137 members 
Mstep: Class 16 contains 3049 members 
Mstep: Class 17 contains 4361 members 
Mstep: Class 18 contains 28632 members 
Mstep: Class 19 contains 19326 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6848 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104774040.000000 Penalty: 74538.125000
Iteration 216Q: 23 clusters Score -1.04774e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54976 members 
Mstep: Class 2 contains 5548 members 
Mstep: Class 3 contains 32016 members 
Mstep: Class 4 contains 58048 members 
Mstep: Class 5 contains 4715 members 
Mstep: Class 6 contains 22062 members 
Mstep: Class 7 contains 12439 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5781 members 
Mstep: Class 11 contains 15834 members 
Mstep: Class 12 contains 44124 members 
Mstep: Class 13 contains 249238 members 
Mstep: Class 14 contains 97441 members 
Mstep: Class 15 contains 188038 members 
Mstep: Class 16 contains 3048 members 
Mstep: Class 17 contains 4358 members 
Mstep: Class 18 contains 28640 members 
Mstep: Class 19 contains 19329 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6848 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104774248.000000 Penalty: 74538.125000
Iteration 217Q: 23 clusters Score -1.047742e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54952 members 
Mstep: Class 2 contains 5548 members 
Mstep: Class 3 contains 31993 members 
Mstep: Class 4 contains 58042 members 
Mstep: Class 5 contains 4714 members 
Mstep: Class 6 contains 22062 members 
Mstep: Class 7 contains 12442 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5781 members 
Mstep: Class 11 contains 15827 members 
Mstep: Class 12 contains 44126 members 
Mstep: Class 13 contains 249377 members 
Mstep: Class 14 contains 97428 members 
Mstep: Class 15 contains 187966 members 
Mstep: Class 16 contains 3048 members 
Mstep: Class 17 contains 4358 members 
Mstep: Class 18 contains 28642 members 
Mstep: Class 19 contains 19329 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6848 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104774224.000000 Penalty: 74538.125000
Iteration 218Q: 23 clusters Score -1.047742e+08 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54934 members 
Mstep: Class 2 contains 5547 members 
Mstep: Class 3 contains 31969 members 
Mstep: Class 4 contains 58036 members 
Mstep: Class 5 contains 4713 members 
Mstep: Class 6 contains 22062 members 
Mstep: Class 7 contains 12442 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5781 members 
Mstep: Class 11 contains 15819 members 
Mstep: Class 12 contains 44131 members 
Mstep: Class 13 contains 249487 members 
Mstep: Class 14 contains 97412 members 
Mstep: Class 15 contains 187928 members 
Mstep: Class 16 contains 3047 members 
Mstep: Class 17 contains 4359 members 
Mstep: Class 18 contains 28638 members 
Mstep: Class 19 contains 19330 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6848 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104774400.000000 Penalty: 74538.125000
Iteration 219Q: 23 clusters Score -1.047744e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54918 members 
Mstep: Class 2 contains 5548 members 
Mstep: Class 3 contains 31963 members 
Mstep: Class 4 contains 58020 members 
Mstep: Class 5 contains 4712 members 
Mstep: Class 6 contains 22056 members 
Mstep: Class 7 contains 12442 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5781 members 
Mstep: Class 11 contains 15816 members 
Mstep: Class 12 contains 44134 members 
Mstep: Class 13 contains 249582 members 
Mstep: Class 14 contains 97391 members 
Mstep: Class 15 contains 187892 members 
Mstep: Class 16 contains 3044 members 
Mstep: Class 17 contains 4362 members 
Mstep: Class 18 contains 28636 members 
Mstep: Class 19 contains 19337 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6849 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104774376.000000 Penalty: 74538.125000
Iteration 220F: 23 clusters Score -1.047744e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54904 members 
Mstep: Class 2 contains 5548 members 
Mstep: Class 3 contains 31957 members 
Mstep: Class 4 contains 58017 members 
Mstep: Class 5 contains 4712 members 
Mstep: Class 6 contains 22051 members 
Mstep: Class 7 contains 12442 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5781 members 
Mstep: Class 11 contains 15807 members 
Mstep: Class 12 contains 44131 members 
Mstep: Class 13 contains 249671 members 
Mstep: Class 14 contains 97388 members 
Mstep: Class 15 contains 187853 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 4360 members 
Mstep: Class 18 contains 28636 members 
Mstep: Class 19 contains 19339 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6849 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104774456.000000 Penalty: 74538.125000
Iteration 221Q: 23 clusters Score -1.047745e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54894 members 
Mstep: Class 2 contains 5548 members 
Mstep: Class 3 contains 31945 members 
Mstep: Class 4 contains 58006 members 
Mstep: Class 5 contains 4712 members 
Mstep: Class 6 contains 22049 members 
Mstep: Class 7 contains 12442 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5781 members 
Mstep: Class 11 contains 15798 members 
Mstep: Class 12 contains 44127 members 
Mstep: Class 13 contains 249761 members 
Mstep: Class 14 contains 97379 members 
Mstep: Class 15 contains 187815 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 4360 members 
Mstep: Class 18 contains 28641 members 
Mstep: Class 19 contains 19338 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6850 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104774568.000000 Penalty: 74538.125000
Iteration 222Q: 23 clusters Score -1.047746e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54886 members 
Mstep: Class 2 contains 5548 members 
Mstep: Class 3 contains 31934 members 
Mstep: Class 4 contains 57994 members 
Mstep: Class 5 contains 4711 members 
Mstep: Class 6 contains 22046 members 
Mstep: Class 7 contains 12441 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5781 members 
Mstep: Class 11 contains 15790 members 
Mstep: Class 12 contains 44125 members 
Mstep: Class 13 contains 249827 members 
Mstep: Class 14 contains 97367 members 
Mstep: Class 15 contains 187799 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 4359 members 
Mstep: Class 18 contains 28649 members 
Mstep: Class 19 contains 19339 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6850 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104774648.000000 Penalty: 74538.125000
Iteration 223Q: 23 clusters Score -1.047746e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54882 members 
Mstep: Class 2 contains 5547 members 
Mstep: Class 3 contains 31924 members 
Mstep: Class 4 contains 57990 members 
Mstep: Class 5 contains 4710 members 
Mstep: Class 6 contains 22044 members 
Mstep: Class 7 contains 12440 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5781 members 
Mstep: Class 11 contains 15783 members 
Mstep: Class 12 contains 44126 members 
Mstep: Class 13 contains 249891 members 
Mstep: Class 14 contains 97365 members 
Mstep: Class 15 contains 187774 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 4357 members 
Mstep: Class 18 contains 28646 members 
Mstep: Class 19 contains 19336 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6850 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104774784.000000 Penalty: 74538.125000
Iteration 224Q: 23 clusters Score -1.047748e+08 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54879 members 
Mstep: Class 2 contains 5547 members 
Mstep: Class 3 contains 31906 members 
Mstep: Class 4 contains 57988 members 
Mstep: Class 5 contains 4708 members 
Mstep: Class 6 contains 22045 members 
Mstep: Class 7 contains 12440 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5781 members 
Mstep: Class 11 contains 15779 members 
Mstep: Class 12 contains 44126 members 
Mstep: Class 13 contains 249965 members 
Mstep: Class 14 contains 97355 members 
Mstep: Class 15 contains 187749 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 4357 members 
Mstep: Class 18 contains 28645 members 
Mstep: Class 19 contains 19326 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6850 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104774840.000000 Penalty: 74538.125000
Iteration 225Q: 23 clusters Score -1.047748e+08 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54868 members 
Mstep: Class 2 contains 5546 members 
Mstep: Class 3 contains 31890 members 
Mstep: Class 4 contains 57980 members 
Mstep: Class 5 contains 4711 members 
Mstep: Class 6 contains 22048 members 
Mstep: Class 7 contains 12439 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5781 members 
Mstep: Class 11 contains 15774 members 
Mstep: Class 12 contains 44123 members 
Mstep: Class 13 contains 250060 members 
Mstep: Class 14 contains 97339 members 
Mstep: Class 15 contains 187708 members 
Mstep: Class 16 contains 3040 members 
Mstep: Class 17 contains 4358 members 
Mstep: Class 18 contains 28647 members 
Mstep: Class 19 contains 19322 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6850 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104774872.000000 Penalty: 74538.125000
Iteration 226Q: 23 clusters Score -1.047749e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54865 members 
Mstep: Class 2 contains 5546 members 
Mstep: Class 3 contains 31876 members 
Mstep: Class 4 contains 57977 members 
Mstep: Class 5 contains 4708 members 
Mstep: Class 6 contains 22044 members 
Mstep: Class 7 contains 12439 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5781 members 
Mstep: Class 11 contains 15765 members 
Mstep: Class 12 contains 44123 members 
Mstep: Class 13 contains 250168 members 
Mstep: Class 14 contains 97333 members 
Mstep: Class 15 contains 187646 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 4358 members 
Mstep: Class 18 contains 28650 members 
Mstep: Class 19 contains 19317 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6850 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104774936.000000 Penalty: 74538.125000
Iteration 227Q: 23 clusters Score -1.047749e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54864 members 
Mstep: Class 2 contains 5545 members 
Mstep: Class 3 contains 31866 members 
Mstep: Class 4 contains 57954 members 
Mstep: Class 5 contains 4706 members 
Mstep: Class 6 contains 22041 members 
Mstep: Class 7 contains 12438 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5781 members 
Mstep: Class 11 contains 15755 members 
Mstep: Class 12 contains 44124 members 
Mstep: Class 13 contains 250262 members 
Mstep: Class 14 contains 97326 members 
Mstep: Class 15 contains 187614 members 
Mstep: Class 16 contains 3036 members 
Mstep: Class 17 contains 4360 members 
Mstep: Class 18 contains 28650 members 
Mstep: Class 19 contains 19312 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6850 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104774968.000000 Penalty: 74538.125000
Iteration 228Q: 23 clusters Score -1.04775e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54862 members 
Mstep: Class 2 contains 5545 members 
Mstep: Class 3 contains 31845 members 
Mstep: Class 4 contains 57938 members 
Mstep: Class 5 contains 4704 members 
Mstep: Class 6 contains 22046 members 
Mstep: Class 7 contains 12439 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5781 members 
Mstep: Class 11 contains 15755 members 
Mstep: Class 12 contains 44127 members 
Mstep: Class 13 contains 250336 members 
Mstep: Class 14 contains 97319 members 
Mstep: Class 15 contains 187578 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 4360 members 
Mstep: Class 18 contains 28646 members 
Mstep: Class 19 contains 19316 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6850 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775032.000000 Penalty: 74538.125000
Iteration 229Q: 23 clusters Score -1.04775e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54864 members 
Mstep: Class 2 contains 5545 members 
Mstep: Class 3 contains 31835 members 
Mstep: Class 4 contains 57932 members 
Mstep: Class 5 contains 4703 members 
Mstep: Class 6 contains 22047 members 
Mstep: Class 7 contains 12439 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5781 members 
Mstep: Class 11 contains 15751 members 
Mstep: Class 12 contains 44127 members 
Mstep: Class 13 contains 250427 members 
Mstep: Class 14 contains 97302 members 
Mstep: Class 15 contains 187520 members 
Mstep: Class 16 contains 3038 members 
Mstep: Class 17 contains 4360 members 
Mstep: Class 18 contains 28649 members 
Mstep: Class 19 contains 19314 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6850 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104774976.000000 Penalty: 74538.125000
Iteration 230Q: 23 clusters Score -1.04775e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54865 members 
Mstep: Class 2 contains 5545 members 
Mstep: Class 3 contains 31821 members 
Mstep: Class 4 contains 57923 members 
Mstep: Class 5 contains 4706 members 
Mstep: Class 6 contains 22046 members 
Mstep: Class 7 contains 12440 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5781 members 
Mstep: Class 11 contains 15747 members 
Mstep: Class 12 contains 44129 members 
Mstep: Class 13 contains 250518 members 
Mstep: Class 14 contains 97288 members 
Mstep: Class 15 contains 187459 members 
Mstep: Class 16 contains 3039 members 
Mstep: Class 17 contains 4359 members 
Mstep: Class 18 contains 28653 members 
Mstep: Class 19 contains 19314 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6851 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775144.000000 Penalty: 74538.125000
Iteration 231Q: 23 clusters Score -1.047751e+08 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54868 members 
Mstep: Class 2 contains 5545 members 
Mstep: Class 3 contains 31799 members 
Mstep: Class 4 contains 57910 members 
Mstep: Class 5 contains 4709 members 
Mstep: Class 6 contains 22045 members 
Mstep: Class 7 contains 12440 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5781 members 
Mstep: Class 11 contains 15744 members 
Mstep: Class 12 contains 44130 members 
Mstep: Class 13 contains 250590 members 
Mstep: Class 14 contains 97271 members 
Mstep: Class 15 contains 187438 members 
Mstep: Class 16 contains 3039 members 
Mstep: Class 17 contains 4358 members 
Mstep: Class 18 contains 28651 members 
Mstep: Class 19 contains 19315 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6851 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775200.000000 Penalty: 74538.125000
Iteration 232Q: 23 clusters Score -1.047752e+08 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54870 members 
Mstep: Class 2 contains 5545 members 
Mstep: Class 3 contains 31782 members 
Mstep: Class 4 contains 57901 members 
Mstep: Class 5 contains 4712 members 
Mstep: Class 6 contains 22045 members 
Mstep: Class 7 contains 12440 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5781 members 
Mstep: Class 11 contains 15743 members 
Mstep: Class 12 contains 44125 members 
Mstep: Class 13 contains 250649 members 
Mstep: Class 14 contains 97269 members 
Mstep: Class 15 contains 187413 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 4357 members 
Mstep: Class 18 contains 28646 members 
Mstep: Class 19 contains 19319 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6850 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775168.000000 Penalty: 74538.125000
Iteration 233Q: 23 clusters Score -1.047752e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54873 members 
Mstep: Class 2 contains 5545 members 
Mstep: Class 3 contains 31766 members 
Mstep: Class 4 contains 57889 members 
Mstep: Class 5 contains 4712 members 
Mstep: Class 6 contains 22042 members 
Mstep: Class 7 contains 12441 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5781 members 
Mstep: Class 11 contains 15745 members 
Mstep: Class 12 contains 44122 members 
Mstep: Class 13 contains 250702 members 
Mstep: Class 14 contains 97258 members 
Mstep: Class 15 contains 187397 members 
Mstep: Class 16 contains 3036 members 
Mstep: Class 17 contains 4358 members 
Mstep: Class 18 contains 28646 members 
Mstep: Class 19 contains 19321 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6850 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775112.000000 Penalty: 74538.125000
Iteration 234Q: 23 clusters Score -1.047751e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54863 members 
Mstep: Class 2 contains 5545 members 
Mstep: Class 3 contains 31755 members 
Mstep: Class 4 contains 57873 members 
Mstep: Class 5 contains 4710 members 
Mstep: Class 6 contains 22041 members 
Mstep: Class 7 contains 12441 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5781 members 
Mstep: Class 11 contains 15740 members 
Mstep: Class 12 contains 44124 members 
Mstep: Class 13 contains 250763 members 
Mstep: Class 14 contains 97244 members 
Mstep: Class 15 contains 187389 members 
Mstep: Class 16 contains 3036 members 
Mstep: Class 17 contains 4358 members 
Mstep: Class 18 contains 28649 members 
Mstep: Class 19 contains 19322 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 6850 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775104.000000 Penalty: 74538.125000
Iteration 235Q: 23 clusters Score -1.047751e+08 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54859 members 
Mstep: Class 2 contains 5545 members 
Mstep: Class 3 contains 31741 members 
Mstep: Class 4 contains 57850 members 
Mstep: Class 5 contains 4710 members 
Mstep: Class 6 contains 22037 members 
Mstep: Class 7 contains 12440 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5781 members 
Mstep: Class 11 contains 15738 members 
Mstep: Class 12 contains 44125 members 
Mstep: Class 13 contains 250807 members 
Mstep: Class 14 contains 97244 members 
Mstep: Class 15 contains 187388 members 
Mstep: Class 16 contains 3036 members 
Mstep: Class 17 contains 4358 members 
Mstep: Class 18 contains 28652 members 
Mstep: Class 19 contains 19321 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6851 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775192.000000 Penalty: 74538.125000
Iteration 236Q: 23 clusters Score -1.047752e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54857 members 
Mstep: Class 2 contains 5545 members 
Mstep: Class 3 contains 31728 members 
Mstep: Class 4 contains 57834 members 
Mstep: Class 5 contains 4708 members 
Mstep: Class 6 contains 22037 members 
Mstep: Class 7 contains 12438 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5781 members 
Mstep: Class 11 contains 15736 members 
Mstep: Class 12 contains 44126 members 
Mstep: Class 13 contains 250852 members 
Mstep: Class 14 contains 97229 members 
Mstep: Class 15 contains 187383 members 
Mstep: Class 16 contains 3036 members 
Mstep: Class 17 contains 4357 members 
Mstep: Class 18 contains 28661 members 
Mstep: Class 19 contains 19322 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6852 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775104.000000 Penalty: 74538.125000
Iteration 237Q: 23 clusters Score -1.047751e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54861 members 
Mstep: Class 2 contains 5545 members 
Mstep: Class 3 contains 31714 members 
Mstep: Class 4 contains 57813 members 
Mstep: Class 5 contains 4706 members 
Mstep: Class 6 contains 22040 members 
Mstep: Class 7 contains 12436 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5781 members 
Mstep: Class 11 contains 15734 members 
Mstep: Class 12 contains 44130 members 
Mstep: Class 13 contains 250907 members 
Mstep: Class 14 contains 97216 members 
Mstep: Class 15 contains 187371 members 
Mstep: Class 16 contains 3035 members 
Mstep: Class 17 contains 4358 members 
Mstep: Class 18 contains 28663 members 
Mstep: Class 19 contains 19320 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6852 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775248.000000 Penalty: 74538.125000
Iteration 238Q: 23 clusters Score -1.047752e+08 nChanged 213
Entering ConstructFrom: 
Score: -104775248.000000 Penalty: 74538.125000
Entering ConstructFrom: 
Trying to split cluster 1 (54862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54862 members 
Entering Unmasked Estep 
Score: -6658134.000000 Penalty: 2706.319092
	Iteration 0F: 2 clusters Score -6658134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -6621214.000000 Penalty: 5412.638184
	Iteration 0F: 3 clusters Score -6621214 nChanged 25460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -6635477.500000 Penalty: 5412.638184
	Iteration 1F: 3 clusters Score -6635478 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -6636155.000000 Penalty: 5412.638184
	Iteration 2Q: 3 clusters Score -6636155 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -6636726.000000 Penalty: 5412.638184
	Iteration 3Q: 3 clusters Score -6636726 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -6637373.500000 Penalty: 5412.638184
	Iteration 4Q: 3 clusters Score -6637374 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -6638172.500000 Penalty: 5412.638184
	Iteration 5Q: 3 clusters Score -6638172 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -6639072.500000 Penalty: 5412.638184
	Iteration 6Q: 3 clusters Score -6639072 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -6640093.000000 Penalty: 5412.638184
	Iteration 7Q: 3 clusters Score -6640093 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -6641363.000000 Penalty: 5412.638184
	Iteration 8Q: 3 clusters Score -6641363 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -6642655.500000 Penalty: 5412.638184
	Iteration 9Q: 3 clusters Score -6642656 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27674 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -6643870.000000 Penalty: 5412.638184
	Iteration 10Q: 3 clusters Score -6643870 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 27574 members 
Entering Unmasked Estep 
Score: -6644814.000000 Penalty: 5412.638184
	Iteration 11Q: 3 clusters Score -6644814 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -6645647.500000 Penalty: 5412.638184
	Iteration 12Q: 3 clusters Score -6645648 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26091 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -6646339.500000 Penalty: 5412.638184
	Iteration 13Q: 3 clusters Score -6646340 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -6647033.500000 Penalty: 5412.638184
	Iteration 14Q: 3 clusters Score -6647034 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -6647529.500000 Penalty: 5412.638184
	Iteration 15Q: 3 clusters Score -6647530 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 31723 members 
Entering Unmasked Estep 
Score: -6648036.000000 Penalty: 5412.638184
	Iteration 16Q: 3 clusters Score -6648036 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21958 members 
Mstep: Class 2 contains 32904 members 
Entering Unmasked Estep 
Score: -6648495.500000 Penalty: 5412.638184
	Iteration 17Q: 3 clusters Score -6648496 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 34157 members 
Entering Unmasked Estep 
Score: -6648985.000000 Penalty: 5412.638184
	Iteration 18Q: 3 clusters Score -6648985 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 35465 members 
Entering Unmasked Estep 
Score: -6649460.000000 Penalty: 5412.638184
	Iteration 19Q: 3 clusters Score -6649460 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 36844 members 
Entering Unmasked Estep 
Score: -6649946.000000 Penalty: 5412.638184
	Iteration 20F: 3 clusters Score -6649946 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 38214 members 
Entering Unmasked Estep 
Score: -6650421.000000 Penalty: 5412.638184
	Iteration 21Q: 3 clusters Score -6650421 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 39565 members 
Entering Unmasked Estep 
Score: -6650893.500000 Penalty: 5412.638184
	Iteration 22Q: 3 clusters Score -6650894 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
Score: -6651376.000000 Penalty: 5412.638184
	Iteration 23Q: 3 clusters Score -6651376 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 42191 members 
Entering Unmasked Estep 
Score: -6651823.000000 Penalty: 5412.638184
	Iteration 24Q: 3 clusters Score -6651823 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 43449 members 
Entering Unmasked Estep 
Score: -6652275.500000 Penalty: 5412.638184
	Iteration 25Q: 3 clusters Score -6652276 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 44631 members 
Entering Unmasked Estep 
Score: -6652723.500000 Penalty: 5412.638184
	Iteration 26Q: 3 clusters Score -6652724 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 45741 members 
Entering Unmasked Estep 
Score: -6653111.500000 Penalty: 5412.638184
	Iteration 27Q: 3 clusters Score -6653112 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 46775 members 
Entering Unmasked Estep 
Score: -6653477.000000 Penalty: 5412.638184
	Iteration 28Q: 3 clusters Score -6653477 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 47683 members 
Entering Unmasked Estep 
Score: -6653747.000000 Penalty: 5412.638184
	Iteration 29Q: 3 clusters Score -6653747 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 48531 members 
Entering Unmasked Estep 
Score: -6654082.000000 Penalty: 5412.638184
	Iteration 30Q: 3 clusters Score -6654082 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 49237 members 
Entering Unmasked Estep 
Score: -6654374.500000 Penalty: 5412.638184
	Iteration 31Q: 3 clusters Score -6654374 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 49889 members 
Entering Unmasked Estep 
Score: -6654596.000000 Penalty: 5412.638184
	Iteration 32Q: 3 clusters Score -6654596 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 50454 members 
Entering Unmasked Estep 
Score: -6654794.000000 Penalty: 5412.638184
	Iteration 33Q: 3 clusters Score -6654794 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 50917 members 
Entering Unmasked Estep 
Score: -6654991.000000 Penalty: 5412.638184
	Iteration 34Q: 3 clusters Score -6654991 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 51311 members 
Entering Unmasked Estep 
Score: -6655121.500000 Penalty: 5412.638184
	Iteration 35Q: 3 clusters Score -6655122 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 51651 members 
Entering Unmasked Estep 
Score: -6655213.000000 Penalty: 5412.638184
	Iteration 36Q: 3 clusters Score -6655213 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 51943 members 
Entering Unmasked Estep 
Score: -6655330.500000 Penalty: 5412.638184
	Iteration 37Q: 3 clusters Score -6655330 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 52161 members 
Entering Unmasked Estep 
Score: -6655416.000000 Penalty: 5412.638184
	Iteration 38Q: 3 clusters Score -6655416 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 52361 members 
Entering Unmasked Estep 
Score: -6655492.500000 Penalty: 5412.638184
	Iteration 39Q: 3 clusters Score -6655492 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 52534 members 
Entering Unmasked Estep 
Score: -6655563.000000 Penalty: 5412.638184
	Iteration 40F: 3 clusters Score -6655563 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 52686 members 
Entering Unmasked Estep 
Score: -6655627.500000 Penalty: 5412.638184
	Iteration 41Q: 3 clusters Score -6655628 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 52796 members 
Entering Unmasked Estep 
Score: -6655661.500000 Penalty: 5412.638184
	Iteration 42Q: 3 clusters Score -6655662 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 52890 members 
Entering Unmasked Estep 
Score: -6655701.000000 Penalty: 5412.638184
	Iteration 43Q: 3 clusters Score -6655701 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 52985 members 
Entering Unmasked Estep 
Score: -6655735.500000 Penalty: 5412.638184
	Iteration 44Q: 3 clusters Score -6655736 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 53065 members 
Entering Unmasked Estep 
Score: -6655763.000000 Penalty: 5412.638184
	Iteration 45Q: 3 clusters Score -6655763 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 53140 members 
Entering Unmasked Estep 
Score: -6655789.500000 Penalty: 5412.638184
	Iteration 46Q: 3 clusters Score -6655790 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 53199 members 
Entering Unmasked Estep 
Score: -6655785.000000 Penalty: 5412.638184
	Iteration 47Q: 3 clusters Score -6655785 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 53244 members 
Entering Unmasked Estep 
Score: -6655799.000000 Penalty: 5412.638184
	Iteration 48Q: 3 clusters Score -6655799 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 53283 members 
Entering Unmasked Estep 
Score: -6655827.500000 Penalty: 5412.638184
	Iteration 49Q: 3 clusters Score -6655828 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 53315 members 
Entering Unmasked Estep 
Score: -6655835.000000 Penalty: 5412.638184
	Iteration 50Q: 3 clusters Score -6655835 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 53333 members 
Entering Unmasked Estep 
Score: -6655834.000000 Penalty: 5412.638184
	Iteration 51Q: 3 clusters Score -6655834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 53344 members 
Entering Unmasked Estep 
Score: -6655836.500000 Penalty: 5412.638184
	Iteration 52Q: 3 clusters Score -6655836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 53356 members 
Entering Unmasked Estep 
Score: -6655843.000000 Penalty: 5412.638184
	Iteration 53Q: 3 clusters Score -6655843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 53367 members 
Entering Unmasked Estep 
Score: -6655843.000000 Penalty: 5412.638184
	Iteration 54Q: 3 clusters Score -6655843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 53380 members 
Entering Unmasked Estep 
Score: -6655852.000000 Penalty: 5412.638184
	Iteration 55Q: 3 clusters Score -6655852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 53394 members 
Entering Unmasked Estep 
Score: -6655858.000000 Penalty: 5412.638184
	Iteration 56Q: 3 clusters Score -6655858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 53405 members 
Entering Unmasked Estep 
Score: -6655865.000000 Penalty: 5412.638184
	Iteration 57Q: 3 clusters Score -6655865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 53413 members 
Entering Unmasked Estep 
Score: -6655864.000000 Penalty: 5412.638184
	Iteration 58Q: 3 clusters Score -6655864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 53421 members 
Entering Unmasked Estep 
Score: -6655871.500000 Penalty: 5412.638184
	Iteration 59Q: 3 clusters Score -6655872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 53429 members 
Entering Unmasked Estep 
Score: -6655879.000000 Penalty: 5412.638184
	Iteration 60F: 3 clusters Score -6655879 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 53439 members 
Entering Unmasked Estep 
Score: -6655879.500000 Penalty: 5412.638184
	Iteration 61Q: 3 clusters Score -6655880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 53446 members 
Entering Unmasked Estep 
Score: -6655881.000000 Penalty: 5412.638184
	Iteration 62Q: 3 clusters Score -6655881 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 53455 members 
Entering Unmasked Estep 
Score: -6655892.500000 Penalty: 5412.638184
	Iteration 63Q: 3 clusters Score -6655892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 53461 members 
Entering Unmasked Estep 
Score: -6655897.500000 Penalty: 5412.638184
	Iteration 64Q: 3 clusters Score -6655898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 53469 members 
Entering Unmasked Estep 
Score: -6655898.500000 Penalty: 5412.638184
	Iteration 65Q: 3 clusters Score -6655898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 53477 members 
Entering Unmasked Estep 
Score: -6655896.000000 Penalty: 5412.638184
	Iteration 66Q: 3 clusters Score -6655896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 53481 members 
Entering Unmasked Estep 
Score: -6655899.500000 Penalty: 5412.638184
	Iteration 67Q: 3 clusters Score -6655900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 53484 members 
Entering Unmasked Estep 
Score: -6655896.500000 Penalty: 5412.638184
	Iteration 68Q: 3 clusters Score -6655896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 53489 members 
Entering Unmasked Estep 
Score: -6655899.000000 Penalty: 5412.638184
	Iteration 69Q: 3 clusters Score -6655899 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 53493 members 
Entering Unmasked Estep 
Score: -6655903.000000 Penalty: 5412.638184
	Iteration 70Q: 3 clusters Score -6655903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 53496 members 
Entering Unmasked Estep 
Score: -6655905.000000 Penalty: 5412.638184
	Iteration 71Q: 3 clusters Score -6655905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 53500 members 
Entering Unmasked Estep 
Score: -6655909.500000 Penalty: 5412.638184
	Iteration 72Q: 3 clusters Score -6655910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 53501 members 
Entering Unmasked Estep 
Score: -6655908.000000 Penalty: 5412.638184
	Iteration 73Q: 3 clusters Score -6655908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 53502 members 
Entering Unmasked Estep 
Score: -6655914.500000 Penalty: 5412.638184
	Iteration 74Q: 3 clusters Score -6655914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 53506 members 
Entering Unmasked Estep 
Score: -6655917.000000 Penalty: 5412.638184
	Iteration 75Q: 3 clusters Score -6655917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 53509 members 
Entering Unmasked Estep 
Score: -6655920.500000 Penalty: 5412.638184
	Iteration 76Q: 3 clusters Score -6655920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 53511 members 
Entering Unmasked Estep 
Score: -6655923.000000 Penalty: 5412.638184
	Iteration 77Q: 3 clusters Score -6655923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 53514 members 
Entering Unmasked Estep 
Score: -6655915.000000 Penalty: 5412.638184
	Iteration 78Q: 3 clusters Score -6655915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 53520 members 
Entering Unmasked Estep 
Score: -6655920.500000 Penalty: 5412.638184
	Iteration 79Q: 3 clusters Score -6655920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 53526 members 
Entering Unmasked Estep 
Score: -6655919.500000 Penalty: 5412.638184
	Iteration 80F: 3 clusters Score -6655920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 53530 members 
Entering Unmasked Estep 
Score: -6655921.000000 Penalty: 5412.638184
	Iteration 81Q: 3 clusters Score -6655921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 53534 members 
Entering Unmasked Estep 
Score: -6655923.500000 Penalty: 5412.638184
	Iteration 82Q: 3 clusters Score -6655924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 53537 members 
Entering Unmasked Estep 
Score: -6655922.000000 Penalty: 5412.638184
	Iteration 83Q: 3 clusters Score -6655922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 53541 members 
Entering Unmasked Estep 
Score: -6655923.500000 Penalty: 5412.638184
	Iteration 84Q: 3 clusters Score -6655924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 53548 members 
Entering Unmasked Estep 
Score: -6655924.000000 Penalty: 5412.638184
	Iteration 85Q: 3 clusters Score -6655924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 53556 members 
Entering Unmasked Estep 
Score: -6655926.000000 Penalty: 5412.638184
	Iteration 86Q: 3 clusters Score -6655926 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 53560 members 
Entering Unmasked Estep 
Score: -6655931.000000 Penalty: 5412.638184
	Iteration 87Q: 3 clusters Score -6655931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 53562 members 
Entering Unmasked Estep 
Score: -6655933.000000 Penalty: 5412.638184
	Iteration 88Q: 3 clusters Score -6655933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 53567 members 
Entering Unmasked Estep 
Score: -6655932.500000 Penalty: 5412.638184
	Iteration 89Q: 3 clusters Score -6655932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 53573 members 
Entering Unmasked Estep 
Score: -6655931.500000 Penalty: 5412.638184
	Iteration 90Q: 3 clusters Score -6655932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 53575 members 
Entering Unmasked Estep 
Score: -6655938.000000 Penalty: 5412.638184
	Iteration 91Q: 3 clusters Score -6655938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 53576 members 
Entering Unmasked Estep 
Score: -6655936.500000 Penalty: 5412.638184
	Iteration 92Q: 3 clusters Score -6655936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 53577 members 
Entering Unmasked Estep 
Score: -6655940.000000 Penalty: 5412.638184
	Iteration 93Q: 3 clusters Score -6655940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 53579 members 
Entering Unmasked Estep 
Score: -6655937.000000 Penalty: 5412.638184
	Iteration 94Q: 3 clusters Score -6655937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 53579 members 
Entering Unmasked Estep 
Score: -6655937.000000 Penalty: 5412.638184
	Iteration 95F: 3 clusters Score -6655937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Entering Unmasked Estep 
Score: -655018.562500 Penalty: 2137.921631
	Iteration 0F: 2 clusters Score -655018.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -650179.000000 Penalty: 4275.843262
	Iteration 0F: 3 clusters Score -650179 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -651330.500000 Penalty: 4275.843262
	Iteration 1F: 3 clusters Score -651330.5 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -651566.937500 Penalty: 4275.843262
	Iteration 2F: 3 clusters Score -651566.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -651755.250000 Penalty: 4275.843262
	Iteration 3Q: 3 clusters Score -651755.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -651946.937500 Penalty: 4275.843262
	Iteration 4Q: 3 clusters Score -651946.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -652124.000000 Penalty: 4275.843262
	Iteration 5Q: 3 clusters Score -652124 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -652293.250000 Penalty: 4275.843262
	Iteration 6Q: 3 clusters Score -652293.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -652420.750000 Penalty: 4275.843262
	Iteration 7Q: 3 clusters Score -652420.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -652523.625000 Penalty: 4275.843262
	Iteration 8Q: 3 clusters Score -652523.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -652616.062500 Penalty: 4275.843262
	Iteration 9Q: 3 clusters Score -652616.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -652704.937500 Penalty: 4275.843262
	Iteration 10Q: 3 clusters Score -652704.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -652795.562500 Penalty: 4275.843262
	Iteration 11Q: 3 clusters Score -652795.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -652867.937500 Penalty: 4275.843262
	Iteration 12Q: 3 clusters Score -652867.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -652927.062500 Penalty: 4275.843262
	Iteration 13Q: 3 clusters Score -652927.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -652989.687500 Penalty: 4275.843262
	Iteration 14Q: 3 clusters Score -652989.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -653044.875000 Penalty: 4275.843262
	Iteration 15Q: 3 clusters Score -653044.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -653082.000000 Penalty: 4275.843262
	Iteration 16Q: 3 clusters Score -653082 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -653106.062500 Penalty: 4275.843262
	Iteration 17Q: 3 clusters Score -653106.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -653127.562500 Penalty: 4275.843262
	Iteration 18Q: 3 clusters Score -653127.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -653150.250000 Penalty: 4275.843262
	Iteration 19Q: 3 clusters Score -653150.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -653166.500000 Penalty: 4275.843262
	Iteration 20F: 3 clusters Score -653166.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -653187.062500 Penalty: 4275.843262
	Iteration 21Q: 3 clusters Score -653187.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -653210.875000 Penalty: 4275.843262
	Iteration 22Q: 3 clusters Score -653210.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -653227.312500 Penalty: 4275.843262
	Iteration 23Q: 3 clusters Score -653227.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -653239.000000 Penalty: 4275.843262
	Iteration 24Q: 3 clusters Score -653239 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -653249.875000 Penalty: 4275.843262
	Iteration 25Q: 3 clusters Score -653249.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -653260.812500 Penalty: 4275.843262
	Iteration 26Q: 3 clusters Score -653260.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -653268.812500 Penalty: 4275.843262
	Iteration 27Q: 3 clusters Score -653268.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -653280.750000 Penalty: 4275.843262
	Iteration 28Q: 3 clusters Score -653280.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -653289.062500 Penalty: 4275.843262
	Iteration 29Q: 3 clusters Score -653289.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -653302.125000 Penalty: 4275.843262
	Iteration 30Q: 3 clusters Score -653302.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -653312.937500 Penalty: 4275.843262
	Iteration 31Q: 3 clusters Score -653312.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -653322.812500 Penalty: 4275.843262
	Iteration 32Q: 3 clusters Score -653322.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -653328.437500 Penalty: 4275.843262
	Iteration 33Q: 3 clusters Score -653328.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -653335.375000 Penalty: 4275.843262
	Iteration 34Q: 3 clusters Score -653335.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -653338.812500 Penalty: 4275.843262
	Iteration 35Q: 3 clusters Score -653338.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -653341.687500 Penalty: 4275.843262
	Iteration 36Q: 3 clusters Score -653341.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -653346.125000 Penalty: 4275.843262
	Iteration 37Q: 3 clusters Score -653346.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -653346.562500 Penalty: 4275.843262
	Iteration 38Q: 3 clusters Score -653346.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -653350.437500 Penalty: 4275.843262
	Iteration 39Q: 3 clusters Score -653350.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -653353.375000 Penalty: 4275.843262
	Iteration 40F: 3 clusters Score -653353.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -653355.375000 Penalty: 4275.843262
	Iteration 41Q: 3 clusters Score -653355.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -653355.812500 Penalty: 4275.843262
	Iteration 42Q: 3 clusters Score -653355.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -653359.312500 Penalty: 4275.843262
	Iteration 43Q: 3 clusters Score -653359.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -653363.687500 Penalty: 4275.843262
	Iteration 44Q: 3 clusters Score -653363.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -653367.937500 Penalty: 4275.843262
	Iteration 45Q: 3 clusters Score -653367.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -653369.437500 Penalty: 4275.843262
	Iteration 46Q: 3 clusters Score -653369.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -653372.312500 Penalty: 4275.843262
	Iteration 47Q: 3 clusters Score -653372.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -653378.375000 Penalty: 4275.843262
	Iteration 48Q: 3 clusters Score -653378.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -653384.500000 Penalty: 4275.843262
	Iteration 49Q: 3 clusters Score -653384.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -653390.500000 Penalty: 4275.843262
	Iteration 50Q: 3 clusters Score -653390.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -653392.812500 Penalty: 4275.843262
	Iteration 51Q: 3 clusters Score -653392.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -653396.250000 Penalty: 4275.843262
	Iteration 52Q: 3 clusters Score -653396.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -653399.625000 Penalty: 4275.843262
	Iteration 53Q: 3 clusters Score -653399.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -653401.812500 Penalty: 4275.843262
	Iteration 54Q: 3 clusters Score -653401.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -653405.187500 Penalty: 4275.843262
	Iteration 55Q: 3 clusters Score -653405.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -653410.000000 Penalty: 4275.843262
	Iteration 56Q: 3 clusters Score -653410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -653411.125000 Penalty: 4275.843262
	Iteration 57Q: 3 clusters Score -653411.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -653416.875000 Penalty: 4275.843262
	Iteration 58Q: 3 clusters Score -653416.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -653420.187500 Penalty: 4275.843262
	Iteration 59Q: 3 clusters Score -653420.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -653425.500000 Penalty: 4275.843262
	Iteration 60F: 3 clusters Score -653425.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -653428.750000 Penalty: 4275.843262
	Iteration 61Q: 3 clusters Score -653428.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -653431.875000 Penalty: 4275.843262
	Iteration 62Q: 3 clusters Score -653431.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -653434.750000 Penalty: 4275.843262
	Iteration 63Q: 3 clusters Score -653434.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -653436.375000 Penalty: 4275.843262
	Iteration 64Q: 3 clusters Score -653436.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -653439.937500 Penalty: 4275.843262
	Iteration 65Q: 3 clusters Score -653439.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -653441.812500 Penalty: 4275.843262
	Iteration 66Q: 3 clusters Score -653441.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -653444.187500 Penalty: 4275.843262
	Iteration 67Q: 3 clusters Score -653444.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -653445.812500 Penalty: 4275.843262
	Iteration 68Q: 3 clusters Score -653445.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -653449.937500 Penalty: 4275.843262
	Iteration 69Q: 3 clusters Score -653449.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -653455.875000 Penalty: 4275.843262
	Iteration 70Q: 3 clusters Score -653455.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -653461.812500 Penalty: 4275.843262
	Iteration 71Q: 3 clusters Score -653461.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -653465.750000 Penalty: 4275.843262
	Iteration 72Q: 3 clusters Score -653465.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -653468.937500 Penalty: 4275.843262
	Iteration 73Q: 3 clusters Score -653468.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -653471.437500 Penalty: 4275.843262
	Iteration 74Q: 3 clusters Score -653471.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -653475.750000 Penalty: 4275.843262
	Iteration 75Q: 3 clusters Score -653475.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -653482.875000 Penalty: 4275.843262
	Iteration 76Q: 3 clusters Score -653482.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -653488.812500 Penalty: 4275.843262
	Iteration 77Q: 3 clusters Score -653488.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -653493.562500 Penalty: 4275.843262
	Iteration 78Q: 3 clusters Score -653493.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -653497.312500 Penalty: 4275.843262
	Iteration 79Q: 3 clusters Score -653497.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -653506.812500 Penalty: 4275.843262
	Iteration 80F: 3 clusters Score -653506.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -653512.375000 Penalty: 4275.843262
	Iteration 81Q: 3 clusters Score -653512.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -653519.750000 Penalty: 4275.843262
	Iteration 82Q: 3 clusters Score -653519.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -653524.250000 Penalty: 4275.843262
	Iteration 83Q: 3 clusters Score -653524.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -653525.375000 Penalty: 4275.843262
	Iteration 84Q: 3 clusters Score -653525.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -653526.937500 Penalty: 4275.843262
	Iteration 85Q: 3 clusters Score -653526.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -653528.187500 Penalty: 4275.843262
	Iteration 86Q: 3 clusters Score -653528.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -653530.500000 Penalty: 4275.843262
	Iteration 87Q: 3 clusters Score -653530.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -653533.375000 Penalty: 4275.843262
	Iteration 88Q: 3 clusters Score -653533.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -653533.937500 Penalty: 4275.843262
	Iteration 89Q: 3 clusters Score -653533.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -653534.500000 Penalty: 4275.843262
	Iteration 90Q: 3 clusters Score -653534.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -653535.375000 Penalty: 4275.843262
	Iteration 91Q: 3 clusters Score -653535.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -653536.250000 Penalty: 4275.843262
	Iteration 92Q: 3 clusters Score -653536.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -653537.187500 Penalty: 4275.843262
	Iteration 93Q: 3 clusters Score -653537.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -653537.187500 Penalty: 4275.843262
	Iteration 94F: 3 clusters Score -653537.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (31701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31701 members 
Entering Unmasked Estep 
Score: -3981273.500000 Penalty: 2570.297607
	Iteration 0F: 2 clusters Score -3981274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -3959730.250000 Penalty: 5140.595215
	Iteration 0F: 3 clusters Score -3959730 nChanged 14280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -3967643.250000 Penalty: 5140.595215
	Iteration 1F: 3 clusters Score -3967643 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -3968228.000000 Penalty: 5140.595215
	Iteration 2Q: 3 clusters Score -3968228 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -3968806.750000 Penalty: 5140.595215
	Iteration 3Q: 3 clusters Score -3968807 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -3969453.250000 Penalty: 5140.595215
	Iteration 4Q: 3 clusters Score -3969453 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -3970104.500000 Penalty: 5140.595215
	Iteration 5Q: 3 clusters Score -3970104 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -3970947.250000 Penalty: 5140.595215
	Iteration 6Q: 3 clusters Score -3970947 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -3972035.000000 Penalty: 5140.595215
	Iteration 7F: 3 clusters Score -3972035 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -3973317.500000 Penalty: 5140.595215
	Iteration 8F: 3 clusters Score -3973318 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -3974594.250000 Penalty: 5140.595215
	Iteration 9F: 3 clusters Score -3974594 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -3975402.000000 Penalty: 5140.595215
	Iteration 10Q: 3 clusters Score -3975402 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -3975800.500000 Penalty: 5140.595215
	Iteration 11Q: 3 clusters Score -3975800 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 12661 members 
Entering Unmasked Estep 
Score: -3976053.000000 Penalty: 5140.595215
	Iteration 12Q: 3 clusters Score -3976053 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -3976218.250000 Penalty: 5140.595215
	Iteration 13Q: 3 clusters Score -3976218 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -3976361.250000 Penalty: 5140.595215
	Iteration 14Q: 3 clusters Score -3976361 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -3976508.750000 Penalty: 5140.595215
	Iteration 15Q: 3 clusters Score -3976509 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -3976648.250000 Penalty: 5140.595215
	Iteration 16Q: 3 clusters Score -3976648 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -3976763.750000 Penalty: 5140.595215
	Iteration 17Q: 3 clusters Score -3976764 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -3976913.500000 Penalty: 5140.595215
	Iteration 18Q: 3 clusters Score -3976914 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -3977040.000000 Penalty: 5140.595215
	Iteration 19Q: 3 clusters Score -3977040 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -3977119.250000 Penalty: 5140.595215
	Iteration 20F: 3 clusters Score -3977119 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -3977209.500000 Penalty: 5140.595215
	Iteration 21Q: 3 clusters Score -3977210 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -3977311.750000 Penalty: 5140.595215
	Iteration 22Q: 3 clusters Score -3977312 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -3977376.000000 Penalty: 5140.595215
	Iteration 23Q: 3 clusters Score -3977376 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -3977458.750000 Penalty: 5140.595215
	Iteration 24Q: 3 clusters Score -3977459 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -3977528.750000 Penalty: 5140.595215
	Iteration 25Q: 3 clusters Score -3977529 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -3977596.250000 Penalty: 5140.595215
	Iteration 26Q: 3 clusters Score -3977596 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -3977658.750000 Penalty: 5140.595215
	Iteration 27Q: 3 clusters Score -3977659 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -3977720.750000 Penalty: 5140.595215
	Iteration 28Q: 3 clusters Score -3977721 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -3977780.500000 Penalty: 5140.595215
	Iteration 29Q: 3 clusters Score -3977780 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -3977828.000000 Penalty: 5140.595215
	Iteration 30Q: 3 clusters Score -3977828 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25005 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -3977894.250000 Penalty: 5140.595215
	Iteration 31Q: 3 clusters Score -3977894 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -3977964.750000 Penalty: 5140.595215
	Iteration 32Q: 3 clusters Score -3977965 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -3978023.250000 Penalty: 5140.595215
	Iteration 33Q: 3 clusters Score -3978023 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -3978080.500000 Penalty: 5140.595215
	Iteration 34Q: 3 clusters Score -3978080 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25983 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -3978155.750000 Penalty: 5140.595215
	Iteration 35Q: 3 clusters Score -3978156 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26205 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -3978205.250000 Penalty: 5140.595215
	Iteration 36Q: 3 clusters Score -3978205 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -3978275.500000 Penalty: 5140.595215
	Iteration 37Q: 3 clusters Score -3978276 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -3978335.000000 Penalty: 5140.595215
	Iteration 38Q: 3 clusters Score -3978335 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -3978394.250000 Penalty: 5140.595215
	Iteration 39Q: 3 clusters Score -3978394 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -3978456.500000 Penalty: 5140.595215
	Iteration 40F: 3 clusters Score -3978456 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27326 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -3978519.750000 Penalty: 5140.595215
	Iteration 41Q: 3 clusters Score -3978520 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -3978589.750000 Penalty: 5140.595215
	Iteration 42Q: 3 clusters Score -3978590 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27778 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -3978657.000000 Penalty: 5140.595215
	Iteration 43Q: 3 clusters Score -3978657 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -3978710.250000 Penalty: 5140.595215
	Iteration 44Q: 3 clusters Score -3978710 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -3978753.000000 Penalty: 5140.595215
	Iteration 45Q: 3 clusters Score -3978753 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -3978800.000000 Penalty: 5140.595215
	Iteration 46Q: 3 clusters Score -3978800 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -3978844.500000 Penalty: 5140.595215
	Iteration 47Q: 3 clusters Score -3978844 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -3978883.250000 Penalty: 5140.595215
	Iteration 48Q: 3 clusters Score -3978883 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28713 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -3978927.250000 Penalty: 5140.595215
	Iteration 49Q: 3 clusters Score -3978927 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -3978972.500000 Penalty: 5140.595215
	Iteration 50Q: 3 clusters Score -3978972 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -3979002.000000 Penalty: 5140.595215
	Iteration 51Q: 3 clusters Score -3979002 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -3979035.250000 Penalty: 5140.595215
	Iteration 52Q: 3 clusters Score -3979035 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -3979086.000000 Penalty: 5140.595215
	Iteration 53Q: 3 clusters Score -3979086 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -3979141.000000 Penalty: 5140.595215
	Iteration 54Q: 3 clusters Score -3979141 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29458 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -3979186.000000 Penalty: 5140.595215
	Iteration 55Q: 3 clusters Score -3979186 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29556 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3979199.250000 Penalty: 5140.595215
	Iteration 56Q: 3 clusters Score -3979199 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29636 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -3979219.750000 Penalty: 5140.595215
	Iteration 57Q: 3 clusters Score -3979220 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29694 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3979238.250000 Penalty: 5140.595215
	Iteration 58Q: 3 clusters Score -3979238 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29757 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -3979252.750000 Penalty: 5140.595215
	Iteration 59Q: 3 clusters Score -3979253 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -3979268.000000 Penalty: 5140.595215
	Iteration 60F: 3 clusters Score -3979268 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -3979281.250000 Penalty: 5140.595215
	Iteration 61Q: 3 clusters Score -3979281 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -3979292.250000 Penalty: 5140.595215
	Iteration 62Q: 3 clusters Score -3979292 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29913 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -3979296.000000 Penalty: 5140.595215
	Iteration 63Q: 3 clusters Score -3979296 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29944 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -3979307.750000 Penalty: 5140.595215
	Iteration 64Q: 3 clusters Score -3979308 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3979305.750000 Penalty: 5140.595215
	Iteration 65Q: 3 clusters Score -3979306 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -3979319.750000 Penalty: 5140.595215
	Iteration 66Q: 3 clusters Score -3979320 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -3979337.750000 Penalty: 5140.595215
	Iteration 67Q: 3 clusters Score -3979338 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -3979341.000000 Penalty: 5140.595215
	Iteration 68Q: 3 clusters Score -3979341 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -3979346.750000 Penalty: 5140.595215
	Iteration 69Q: 3 clusters Score -3979347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30109 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3979347.750000 Penalty: 5140.595215
	Iteration 70Q: 3 clusters Score -3979348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -3979352.750000 Penalty: 5140.595215
	Iteration 71Q: 3 clusters Score -3979353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30132 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3979356.250000 Penalty: 5140.595215
	Iteration 72Q: 3 clusters Score -3979356 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -3979356.500000 Penalty: 5140.595215
	Iteration 73Q: 3 clusters Score -3979356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -3979356.000000 Penalty: 5140.595215
	Iteration 74Q: 3 clusters Score -3979356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3979358.750000 Penalty: 5140.595215
	Iteration 75Q: 3 clusters Score -3979359 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30160 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -3979361.000000 Penalty: 5140.595215
	Iteration 76Q: 3 clusters Score -3979361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30167 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -3979357.750000 Penalty: 5140.595215
	Iteration 77Q: 3 clusters Score -3979358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -3979359.500000 Penalty: 5140.595215
	Iteration 78Q: 3 clusters Score -3979360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -3979367.000000 Penalty: 5140.595215
	Iteration 79Q: 3 clusters Score -3979367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -3979370.750000 Penalty: 5140.595215
	Iteration 80F: 3 clusters Score -3979371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3979377.500000 Penalty: 5140.595215
	Iteration 81Q: 3 clusters Score -3979378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -3979380.250000 Penalty: 5140.595215
	Iteration 82Q: 3 clusters Score -3979380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30222 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3979382.500000 Penalty: 5140.595215
	Iteration 83Q: 3 clusters Score -3979382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -3979384.250000 Penalty: 5140.595215
	Iteration 84Q: 3 clusters Score -3979384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -3979386.000000 Penalty: 5140.595215
	Iteration 85Q: 3 clusters Score -3979386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30256 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -3979392.250000 Penalty: 5140.595215
	Iteration 86Q: 3 clusters Score -3979392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3979385.250000 Penalty: 5140.595215
	Iteration 87Q: 3 clusters Score -3979385 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -3979395.000000 Penalty: 5140.595215
	Iteration 88Q: 3 clusters Score -3979395 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3979401.750000 Penalty: 5140.595215
	Iteration 89Q: 3 clusters Score -3979402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30307 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -3979402.750000 Penalty: 5140.595215
	Iteration 90Q: 3 clusters Score -3979403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3979406.250000 Penalty: 5140.595215
	Iteration 91Q: 3 clusters Score -3979406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3979408.500000 Penalty: 5140.595215
	Iteration 92Q: 3 clusters Score -3979408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3979407.250000 Penalty: 5140.595215
	Iteration 93Q: 3 clusters Score -3979407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3979409.250000 Penalty: 5140.595215
	Iteration 94Q: 3 clusters Score -3979409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -3979409.750000 Penalty: 5140.595215
	Iteration 95Q: 3 clusters Score -3979410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -3979409.500000 Penalty: 5140.595215
	Iteration 96Q: 3 clusters Score -3979410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3979415.250000 Penalty: 5140.595215
	Iteration 97Q: 3 clusters Score -3979415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30360 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -3979417.750000 Penalty: 5140.595215
	Iteration 98Q: 3 clusters Score -3979418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30365 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3979418.000000 Penalty: 5140.595215
	Iteration 99Q: 3 clusters Score -3979418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30370 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3979420.500000 Penalty: 5140.595215
	Iteration 100F: 3 clusters Score -3979420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3979417.250000 Penalty: 5140.595215
	Iteration 101Q: 3 clusters Score -3979417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3979418.250000 Penalty: 5140.595215
	Iteration 102Q: 3 clusters Score -3979418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -3979418.750000 Penalty: 5140.595215
	Iteration 103Q: 3 clusters Score -3979419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -3979415.500000 Penalty: 5140.595215
	Iteration 104Q: 3 clusters Score -3979416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3979422.250000 Penalty: 5140.595215
	Iteration 105Q: 3 clusters Score -3979422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3979421.500000 Penalty: 5140.595215
	Iteration 106Q: 3 clusters Score -3979422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -3979423.750000 Penalty: 5140.595215
	Iteration 107Q: 3 clusters Score -3979424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3979420.750000 Penalty: 5140.595215
	Iteration 108Q: 3 clusters Score -3979421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3979423.500000 Penalty: 5140.595215
	Iteration 109Q: 3 clusters Score -3979424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30428 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3979427.250000 Penalty: 5140.595215
	Iteration 110Q: 3 clusters Score -3979427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30430 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3979426.500000 Penalty: 5140.595215
	Iteration 111Q: 3 clusters Score -3979426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -3979425.250000 Penalty: 5140.595215
	Iteration 112Q: 3 clusters Score -3979425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30434 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3979428.250000 Penalty: 5140.595215
	Iteration 113Q: 3 clusters Score -3979428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30435 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3979424.250000 Penalty: 5140.595215
	Iteration 114Q: 3 clusters Score -3979424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -3979427.250000 Penalty: 5140.595215
	Iteration 115Q: 3 clusters Score -3979427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30440 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3979424.250000 Penalty: 5140.595215
	Iteration 116Q: 3 clusters Score -3979424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3979427.250000 Penalty: 5140.595215
	Iteration 117Q: 3 clusters Score -3979427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3979427.250000 Penalty: 5140.595215
	Iteration 118F: 3 clusters Score -3979427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (57798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57798 members 
Entering Unmasked Estep 
Score: -7292752.500000 Penalty: 2719.247803
	Iteration 0F: 2 clusters Score -7292752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28855 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -7254065.000000 Penalty: 5438.495605
	Iteration 0F: 3 clusters Score -7254065 nChanged 26748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 29281 members 
Entering Unmasked Estep 
Score: -7268797.000000 Penalty: 5438.495605
	Iteration 1F: 3 clusters Score -7268797 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 29470 members 
Entering Unmasked Estep 
Score: -7269260.000000 Penalty: 5438.495605
	Iteration 2Q: 3 clusters Score -7269260 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
Score: -7269698.500000 Penalty: 5438.495605
	Iteration 3Q: 3 clusters Score -7269698 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -7270224.500000 Penalty: 5438.495605
	Iteration 4Q: 3 clusters Score -7270224 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 31089 members 
Entering Unmasked Estep 
Score: -7270959.000000 Penalty: 5438.495605
	Iteration 5Q: 3 clusters Score -7270959 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 32263 members 
Entering Unmasked Estep 
Score: -7271896.000000 Penalty: 5438.495605
	Iteration 6Q: 3 clusters Score -7271896 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 33882 members 
Entering Unmasked Estep 
Score: -7273242.500000 Penalty: 5438.495605
	Iteration 7Q: 3 clusters Score -7273242 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 35965 members 
Entering Unmasked Estep 
Score: -7275376.500000 Penalty: 5438.495605
	Iteration 8F: 3 clusters Score -7275376 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 38294 members 
Entering Unmasked Estep 
Score: -7278171.500000 Penalty: 5438.495605
	Iteration 9F: 3 clusters Score -7278172 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 40579 members 
Entering Unmasked Estep 
Score: -7281343.000000 Penalty: 5438.495605
	Iteration 10F: 3 clusters Score -7281343 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 42344 members 
Entering Unmasked Estep 
Score: -7284416.500000 Penalty: 5438.495605
	Iteration 11F: 3 clusters Score -7284416 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 43417 members 
Entering Unmasked Estep 
Score: -7286485.500000 Penalty: 5438.495605
	Iteration 12Q: 3 clusters Score -7286486 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 44159 members 
Entering Unmasked Estep 
Score: -7287567.000000 Penalty: 5438.495605
	Iteration 13Q: 3 clusters Score -7287567 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 44744 members 
Entering Unmasked Estep 
Score: -7288207.000000 Penalty: 5438.495605
	Iteration 14Q: 3 clusters Score -7288207 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 45315 members 
Entering Unmasked Estep 
Score: -7288762.000000 Penalty: 5438.495605
	Iteration 15Q: 3 clusters Score -7288762 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 45799 members 
Entering Unmasked Estep 
Score: -7289077.000000 Penalty: 5438.495605
	Iteration 16Q: 3 clusters Score -7289077 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 46238 members 
Entering Unmasked Estep 
Score: -7289320.500000 Penalty: 5438.495605
	Iteration 17Q: 3 clusters Score -7289320 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 46658 members 
Entering Unmasked Estep 
Score: -7289479.000000 Penalty: 5438.495605
	Iteration 18Q: 3 clusters Score -7289479 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 47057 members 
Entering Unmasked Estep 
Score: -7289569.500000 Penalty: 5438.495605
	Iteration 19Q: 3 clusters Score -7289570 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 47384 members 
Entering Unmasked Estep 
Score: -7289673.000000 Penalty: 5438.495605
	Iteration 20F: 3 clusters Score -7289673 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 47718 members 
Entering Unmasked Estep 
Score: -7289753.500000 Penalty: 5438.495605
	Iteration 21Q: 3 clusters Score -7289754 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 48007 members 
Entering Unmasked Estep 
Score: -7289814.500000 Penalty: 5438.495605
	Iteration 22Q: 3 clusters Score -7289814 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 48249 members 
Entering Unmasked Estep 
Score: -7289886.500000 Penalty: 5438.495605
	Iteration 23Q: 3 clusters Score -7289886 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 48472 members 
Entering Unmasked Estep 
Score: -7289905.000000 Penalty: 5438.495605
	Iteration 24Q: 3 clusters Score -7289905 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 48679 members 
Entering Unmasked Estep 
Score: -7289942.000000 Penalty: 5438.495605
	Iteration 25Q: 3 clusters Score -7289942 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 48868 members 
Entering Unmasked Estep 
Score: -7289962.000000 Penalty: 5438.495605
	Iteration 26Q: 3 clusters Score -7289962 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 49024 members 
Entering Unmasked Estep 
Score: -7289990.000000 Penalty: 5438.495605
	Iteration 27Q: 3 clusters Score -7289990 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 49170 members 
Entering Unmasked Estep 
Score: -7290007.000000 Penalty: 5438.495605
	Iteration 28Q: 3 clusters Score -7290007 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 49299 members 
Entering Unmasked Estep 
Score: -7290001.000000 Penalty: 5438.495605
	Iteration 29Q: 3 clusters Score -7290001 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 49416 members 
Entering Unmasked Estep 
Score: -7290019.500000 Penalty: 5438.495605
	Iteration 30Q: 3 clusters Score -7290020 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 49527 members 
Entering Unmasked Estep 
Score: -7290055.500000 Penalty: 5438.495605
	Iteration 31Q: 3 clusters Score -7290056 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 49618 members 
Entering Unmasked Estep 
Score: -7290067.000000 Penalty: 5438.495605
	Iteration 32Q: 3 clusters Score -7290067 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 49722 members 
Entering Unmasked Estep 
Score: -7290068.500000 Penalty: 5438.495605
	Iteration 33Q: 3 clusters Score -7290068 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 49831 members 
Entering Unmasked Estep 
Score: -7290083.000000 Penalty: 5438.495605
	Iteration 34Q: 3 clusters Score -7290083 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 49926 members 
Entering Unmasked Estep 
Score: -7290091.500000 Penalty: 5438.495605
	Iteration 35Q: 3 clusters Score -7290092 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 50016 members 
Entering Unmasked Estep 
Score: -7290092.500000 Penalty: 5438.495605
	Iteration 36Q: 3 clusters Score -7290092 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 50103 members 
Entering Unmasked Estep 
Score: -7290107.000000 Penalty: 5438.495605
	Iteration 37Q: 3 clusters Score -7290107 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 50193 members 
Entering Unmasked Estep 
Score: -7290138.500000 Penalty: 5438.495605
	Iteration 38Q: 3 clusters Score -7290138 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 50273 members 
Entering Unmasked Estep 
Score: -7290138.000000 Penalty: 5438.495605
	Iteration 39Q: 3 clusters Score -7290138 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 50352 members 
Entering Unmasked Estep 
Score: -7290139.500000 Penalty: 5438.495605
	Iteration 40F: 3 clusters Score -7290140 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 50432 members 
Entering Unmasked Estep 
Score: -7290139.000000 Penalty: 5438.495605
	Iteration 41Q: 3 clusters Score -7290139 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 50514 members 
Entering Unmasked Estep 
Score: -7290149.500000 Penalty: 5438.495605
	Iteration 42Q: 3 clusters Score -7290150 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 50608 members 
Entering Unmasked Estep 
Score: -7290167.000000 Penalty: 5438.495605
	Iteration 43Q: 3 clusters Score -7290167 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 50684 members 
Entering Unmasked Estep 
Score: -7290182.000000 Penalty: 5438.495605
	Iteration 44Q: 3 clusters Score -7290182 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 50750 members 
Entering Unmasked Estep 
Score: -7290183.500000 Penalty: 5438.495605
	Iteration 45Q: 3 clusters Score -7290184 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 50823 members 
Entering Unmasked Estep 
Score: -7290197.500000 Penalty: 5438.495605
	Iteration 46Q: 3 clusters Score -7290198 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 50900 members 
Entering Unmasked Estep 
Score: -7290199.500000 Penalty: 5438.495605
	Iteration 47Q: 3 clusters Score -7290200 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 50974 members 
Entering Unmasked Estep 
Score: -7290204.500000 Penalty: 5438.495605
	Iteration 48Q: 3 clusters Score -7290204 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 51044 members 
Entering Unmasked Estep 
Score: -7290190.000000 Penalty: 5438.495605
	Iteration 49Q: 3 clusters Score -7290190 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 51096 members 
Entering Unmasked Estep 
Score: -7290185.500000 Penalty: 5438.495605
	Iteration 50Q: 3 clusters Score -7290186 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 51146 members 
Entering Unmasked Estep 
Score: -7290203.500000 Penalty: 5438.495605
	Iteration 51Q: 3 clusters Score -7290204 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 51193 members 
Entering Unmasked Estep 
Score: -7290215.000000 Penalty: 5438.495605
	Iteration 52Q: 3 clusters Score -7290215 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 51244 members 
Entering Unmasked Estep 
Score: -7290251.500000 Penalty: 5438.495605
	Iteration 53Q: 3 clusters Score -7290252 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 51279 members 
Entering Unmasked Estep 
Score: -7290246.500000 Penalty: 5438.495605
	Iteration 54Q: 3 clusters Score -7290246 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 51312 members 
Entering Unmasked Estep 
Score: -7290236.500000 Penalty: 5438.495605
	Iteration 55Q: 3 clusters Score -7290236 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 51343 members 
Entering Unmasked Estep 
Score: -7290244.000000 Penalty: 5438.495605
	Iteration 56Q: 3 clusters Score -7290244 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 51377 members 
Entering Unmasked Estep 
Score: -7290227.000000 Penalty: 5438.495605
	Iteration 57Q: 3 clusters Score -7290227 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 51408 members 
Entering Unmasked Estep 
Score: -7290225.000000 Penalty: 5438.495605
	Iteration 58Q: 3 clusters Score -7290225 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 51435 members 
Entering Unmasked Estep 
Score: -7290222.000000 Penalty: 5438.495605
	Iteration 59Q: 3 clusters Score -7290222 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 51460 members 
Entering Unmasked Estep 
Score: -7290239.000000 Penalty: 5438.495605
	Iteration 60F: 3 clusters Score -7290239 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 51486 members 
Entering Unmasked Estep 
Score: -7290235.000000 Penalty: 5438.495605
	Iteration 61Q: 3 clusters Score -7290235 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 51524 members 
Entering Unmasked Estep 
Score: -7290227.000000 Penalty: 5438.495605
	Iteration 62Q: 3 clusters Score -7290227 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 51567 members 
Entering Unmasked Estep 
Score: -7290247.500000 Penalty: 5438.495605
	Iteration 63Q: 3 clusters Score -7290248 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 51600 members 
Entering Unmasked Estep 
Score: -7290246.000000 Penalty: 5438.495605
	Iteration 64Q: 3 clusters Score -7290246 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 51635 members 
Entering Unmasked Estep 
Score: -7290254.500000 Penalty: 5438.495605
	Iteration 65Q: 3 clusters Score -7290254 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 51666 members 
Entering Unmasked Estep 
Score: -7290257.000000 Penalty: 5438.495605
	Iteration 66Q: 3 clusters Score -7290257 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 51693 members 
Entering Unmasked Estep 
Score: -7290258.500000 Penalty: 5438.495605
	Iteration 67Q: 3 clusters Score -7290258 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 51720 members 
Entering Unmasked Estep 
Score: -7290264.000000 Penalty: 5438.495605
	Iteration 68Q: 3 clusters Score -7290264 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 51752 members 
Entering Unmasked Estep 
Score: -7290285.000000 Penalty: 5438.495605
	Iteration 69Q: 3 clusters Score -7290285 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 51782 members 
Entering Unmasked Estep 
Score: -7290283.000000 Penalty: 5438.495605
	Iteration 70Q: 3 clusters Score -7290283 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 51820 members 
Entering Unmasked Estep 
Score: -7290274.000000 Penalty: 5438.495605
	Iteration 71Q: 3 clusters Score -7290274 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 51861 members 
Entering Unmasked Estep 
Score: -7290282.000000 Penalty: 5438.495605
	Iteration 72Q: 3 clusters Score -7290282 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 51901 members 
Entering Unmasked Estep 
Score: -7290277.000000 Penalty: 5438.495605
	Iteration 73Q: 3 clusters Score -7290277 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 51925 members 
Entering Unmasked Estep 
Score: -7290292.500000 Penalty: 5438.495605
	Iteration 74Q: 3 clusters Score -7290292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 51941 members 
Entering Unmasked Estep 
Score: -7290289.000000 Penalty: 5438.495605
	Iteration 75Q: 3 clusters Score -7290289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 51955 members 
Entering Unmasked Estep 
Score: -7290301.500000 Penalty: 5438.495605
	Iteration 76Q: 3 clusters Score -7290302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 51975 members 
Entering Unmasked Estep 
Score: -7290305.500000 Penalty: 5438.495605
	Iteration 77Q: 3 clusters Score -7290306 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 51998 members 
Entering Unmasked Estep 
Score: -7290289.000000 Penalty: 5438.495605
	Iteration 78Q: 3 clusters Score -7290289 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 52019 members 
Entering Unmasked Estep 
Score: -7290286.500000 Penalty: 5438.495605
	Iteration 79Q: 3 clusters Score -7290286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 52030 members 
Entering Unmasked Estep 
Score: -7290296.500000 Penalty: 5438.495605
	Iteration 80F: 3 clusters Score -7290296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 52044 members 
Entering Unmasked Estep 
Score: -7290287.500000 Penalty: 5438.495605
	Iteration 81Q: 3 clusters Score -7290288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 52055 members 
Entering Unmasked Estep 
Score: -7290292.000000 Penalty: 5438.495605
	Iteration 82Q: 3 clusters Score -7290292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 52067 members 
Entering Unmasked Estep 
Score: -7290292.500000 Penalty: 5438.495605
	Iteration 83Q: 3 clusters Score -7290292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 52076 members 
Entering Unmasked Estep 
Score: -7290307.000000 Penalty: 5438.495605
	Iteration 84Q: 3 clusters Score -7290307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 52082 members 
Entering Unmasked Estep 
Score: -7290301.500000 Penalty: 5438.495605
	Iteration 85Q: 3 clusters Score -7290302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 52089 members 
Entering Unmasked Estep 
Score: -7290297.000000 Penalty: 5438.495605
	Iteration 86Q: 3 clusters Score -7290297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 52095 members 
Entering Unmasked Estep 
Score: -7290300.000000 Penalty: 5438.495605
	Iteration 87Q: 3 clusters Score -7290300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 52104 members 
Entering Unmasked Estep 
Score: -7290298.000000 Penalty: 5438.495605
	Iteration 88Q: 3 clusters Score -7290298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 52110 members 
Entering Unmasked Estep 
Score: -7290295.000000 Penalty: 5438.495605
	Iteration 89Q: 3 clusters Score -7290295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 52119 members 
Entering Unmasked Estep 
Score: -7290305.000000 Penalty: 5438.495605
	Iteration 90Q: 3 clusters Score -7290305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 52122 members 
Entering Unmasked Estep 
Score: -7290306.500000 Penalty: 5438.495605
	Iteration 91Q: 3 clusters Score -7290306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 52124 members 
Entering Unmasked Estep 
Score: -7290309.000000 Penalty: 5438.495605
	Iteration 92Q: 3 clusters Score -7290309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 52126 members 
Entering Unmasked Estep 
Score: -7290310.000000 Penalty: 5438.495605
	Iteration 93Q: 3 clusters Score -7290310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 52129 members 
Entering Unmasked Estep 
Score: -7290311.000000 Penalty: 5438.495605
	Iteration 94Q: 3 clusters Score -7290311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 52131 members 
Entering Unmasked Estep 
Score: -7290313.500000 Penalty: 5438.495605
	Iteration 95Q: 3 clusters Score -7290314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 52134 members 
Entering Unmasked Estep 
Score: -7290309.500000 Penalty: 5438.495605
	Iteration 96Q: 3 clusters Score -7290310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 52134 members 
Entering Unmasked Estep 
Score: -7290309.500000 Penalty: 5438.495605
	Iteration 97F: 3 clusters Score -7290310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Entering Unmasked Estep 
Score: -581512.562500 Penalty: 2097.129639
	Iteration 0F: 2 clusters Score -581512.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -577203.375000 Penalty: 4194.259277
	Iteration 0F: 3 clusters Score -577203.4 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -578161.812500 Penalty: 4194.259277
	Iteration 1F: 3 clusters Score -578161.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -578341.937500 Penalty: 4194.259277
	Iteration 2F: 3 clusters Score -578341.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -578464.000000 Penalty: 4194.259277
	Iteration 3Q: 3 clusters Score -578464 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -578569.562500 Penalty: 4194.259277
	Iteration 4Q: 3 clusters Score -578569.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -578662.437500 Penalty: 4194.259277
	Iteration 5Q: 3 clusters Score -578662.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -578767.437500 Penalty: 4194.259277
	Iteration 6Q: 3 clusters Score -578767.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -578897.500000 Penalty: 4194.259277
	Iteration 7Q: 3 clusters Score -578897.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -579049.312500 Penalty: 4194.259277
	Iteration 8Q: 3 clusters Score -579049.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -579237.500000 Penalty: 4194.259277
	Iteration 9Q: 3 clusters Score -579237.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -579425.500000 Penalty: 4194.259277
	Iteration 10Q: 3 clusters Score -579425.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -579627.687500 Penalty: 4194.259277
	Iteration 11Q: 3 clusters Score -579627.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -579798.875000 Penalty: 4194.259277
	Iteration 12Q: 3 clusters Score -579798.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -579929.062500 Penalty: 4194.259277
	Iteration 13Q: 3 clusters Score -579929.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -580003.312500 Penalty: 4194.259277
	Iteration 14Q: 3 clusters Score -580003.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -580055.125000 Penalty: 4194.259277
	Iteration 15Q: 3 clusters Score -580055.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -580096.187500 Penalty: 4194.259277
	Iteration 16Q: 3 clusters Score -580096.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -580138.687500 Penalty: 4194.259277
	Iteration 17Q: 3 clusters Score -580138.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -580171.562500 Penalty: 4194.259277
	Iteration 18Q: 3 clusters Score -580171.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -580191.437500 Penalty: 4194.259277
	Iteration 19Q: 3 clusters Score -580191.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -580206.937500 Penalty: 4194.259277
	Iteration 20F: 3 clusters Score -580206.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -580221.062500 Penalty: 4194.259277
	Iteration 21Q: 3 clusters Score -580221.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -580226.625000 Penalty: 4194.259277
	Iteration 22Q: 3 clusters Score -580226.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -580232.625000 Penalty: 4194.259277
	Iteration 23Q: 3 clusters Score -580232.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -580237.750000 Penalty: 4194.259277
	Iteration 24Q: 3 clusters Score -580237.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -580242.062500 Penalty: 4194.259277
	Iteration 25Q: 3 clusters Score -580242.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -580244.062500 Penalty: 4194.259277
	Iteration 26Q: 3 clusters Score -580244.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -580246.875000 Penalty: 4194.259277
	Iteration 27Q: 3 clusters Score -580246.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -580251.687500 Penalty: 4194.259277
	Iteration 28Q: 3 clusters Score -580251.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -580255.312500 Penalty: 4194.259277
	Iteration 29Q: 3 clusters Score -580255.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -580259.187500 Penalty: 4194.259277
	Iteration 30Q: 3 clusters Score -580259.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -580261.750000 Penalty: 4194.259277
	Iteration 31Q: 3 clusters Score -580261.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -580262.500000 Penalty: 4194.259277
	Iteration 32Q: 3 clusters Score -580262.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -580263.875000 Penalty: 4194.259277
	Iteration 33Q: 3 clusters Score -580263.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -580264.812500 Penalty: 4194.259277
	Iteration 34Q: 3 clusters Score -580264.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -580264.812500 Penalty: 4194.259277
	Iteration 35F: 3 clusters Score -580264.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Entering Unmasked Estep 
Score: -2649038.500000 Penalty: 2480.141113
	Iteration 0F: 2 clusters Score -2649038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -2633640.500000 Penalty: 4960.282227
	Iteration 0F: 3 clusters Score -2633640 nChanged 9706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -2638808.000000 Penalty: 4960.282227
	Iteration 1F: 3 clusters Score -2638808 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -2639278.750000 Penalty: 4960.282227
	Iteration 2F: 3 clusters Score -2639279 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -2639657.000000 Penalty: 4960.282227
	Iteration 3Q: 3 clusters Score -2639657 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -2639966.750000 Penalty: 4960.282227
	Iteration 4Q: 3 clusters Score -2639967 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -2640263.250000 Penalty: 4960.282227
	Iteration 5Q: 3 clusters Score -2640263 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -2640550.250000 Penalty: 4960.282227
	Iteration 6Q: 3 clusters Score -2640550 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -2640840.250000 Penalty: 4960.282227
	Iteration 7Q: 3 clusters Score -2640840 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -2641131.250000 Penalty: 4960.282227
	Iteration 8Q: 3 clusters Score -2641131 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -2641430.250000 Penalty: 4960.282227
	Iteration 9Q: 3 clusters Score -2641430 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -2641771.750000 Penalty: 4960.282227
	Iteration 10Q: 3 clusters Score -2641772 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -2642123.750000 Penalty: 4960.282227
	Iteration 11Q: 3 clusters Score -2642124 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -2642498.250000 Penalty: 4960.282227
	Iteration 12Q: 3 clusters Score -2642498 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -2642874.250000 Penalty: 4960.282227
	Iteration 13Q: 3 clusters Score -2642874 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -2643321.250000 Penalty: 4960.282227
	Iteration 14Q: 3 clusters Score -2643321 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -2643836.250000 Penalty: 4960.282227
	Iteration 15Q: 3 clusters Score -2643836 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -2644380.000000 Penalty: 4960.282227
	Iteration 16Q: 3 clusters Score -2644380 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -2644950.000000 Penalty: 4960.282227
	Iteration 17Q: 3 clusters Score -2644950 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -2645456.750000 Penalty: 4960.282227
	Iteration 18Q: 3 clusters Score -2645457 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -2645893.500000 Penalty: 4960.282227
	Iteration 19Q: 3 clusters Score -2645894 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -2646228.250000 Penalty: 4960.282227
	Iteration 20F: 3 clusters Score -2646228 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -2646442.000000 Penalty: 4960.282227
	Iteration 21Q: 3 clusters Score -2646442 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -2646587.750000 Penalty: 4960.282227
	Iteration 22Q: 3 clusters Score -2646588 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -2646670.250000 Penalty: 4960.282227
	Iteration 23Q: 3 clusters Score -2646670 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -2646742.000000 Penalty: 4960.282227
	Iteration 24Q: 3 clusters Score -2646742 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -2646781.750000 Penalty: 4960.282227
	Iteration 25Q: 3 clusters Score -2646782 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -2646799.250000 Penalty: 4960.282227
	Iteration 26Q: 3 clusters Score -2646799 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -2646825.750000 Penalty: 4960.282227
	Iteration 27Q: 3 clusters Score -2646826 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -2646844.250000 Penalty: 4960.282227
	Iteration 28Q: 3 clusters Score -2646844 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -2646864.000000 Penalty: 4960.282227
	Iteration 29Q: 3 clusters Score -2646864 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -2646888.250000 Penalty: 4960.282227
	Iteration 30Q: 3 clusters Score -2646888 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -2646907.750000 Penalty: 4960.282227
	Iteration 31Q: 3 clusters Score -2646908 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -2646928.500000 Penalty: 4960.282227
	Iteration 32Q: 3 clusters Score -2646928 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -2646940.750000 Penalty: 4960.282227
	Iteration 33Q: 3 clusters Score -2646941 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -2646940.750000 Penalty: 4960.282227
	Iteration 34Q: 3 clusters Score -2646941 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -2646944.250000 Penalty: 4960.282227
	Iteration 35Q: 3 clusters Score -2646944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -2646958.500000 Penalty: 4960.282227
	Iteration 36Q: 3 clusters Score -2646958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -2646969.500000 Penalty: 4960.282227
	Iteration 37Q: 3 clusters Score -2646970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -2646978.250000 Penalty: 4960.282227
	Iteration 38Q: 3 clusters Score -2646978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -2646981.000000 Penalty: 4960.282227
	Iteration 39Q: 3 clusters Score -2646981 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -2646978.250000 Penalty: 4960.282227
	Iteration 40F: 3 clusters Score -2646978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -2646984.750000 Penalty: 4960.282227
	Iteration 41Q: 3 clusters Score -2646985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -2646989.250000 Penalty: 4960.282227
	Iteration 42Q: 3 clusters Score -2646989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -2646998.000000 Penalty: 4960.282227
	Iteration 43Q: 3 clusters Score -2646998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -2647006.000000 Penalty: 4960.282227
	Iteration 44Q: 3 clusters Score -2647006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -2647015.000000 Penalty: 4960.282227
	Iteration 45Q: 3 clusters Score -2647015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -2647013.750000 Penalty: 4960.282227
	Iteration 46Q: 3 clusters Score -2647014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -2647016.000000 Penalty: 4960.282227
	Iteration 47Q: 3 clusters Score -2647016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -2647021.250000 Penalty: 4960.282227
	Iteration 48Q: 3 clusters Score -2647021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -2647023.000000 Penalty: 4960.282227
	Iteration 49Q: 3 clusters Score -2647023 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -2647029.500000 Penalty: 4960.282227
	Iteration 50Q: 3 clusters Score -2647030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -2647034.000000 Penalty: 4960.282227
	Iteration 51Q: 3 clusters Score -2647034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -2647041.000000 Penalty: 4960.282227
	Iteration 52Q: 3 clusters Score -2647041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -2647043.000000 Penalty: 4960.282227
	Iteration 53Q: 3 clusters Score -2647043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -2647049.500000 Penalty: 4960.282227
	Iteration 54Q: 3 clusters Score -2647050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -2647055.000000 Penalty: 4960.282227
	Iteration 55Q: 3 clusters Score -2647055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -2647054.500000 Penalty: 4960.282227
	Iteration 56Q: 3 clusters Score -2647054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -2647055.000000 Penalty: 4960.282227
	Iteration 57Q: 3 clusters Score -2647055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -2647053.250000 Penalty: 4960.282227
	Iteration 58Q: 3 clusters Score -2647053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -2647055.250000 Penalty: 4960.282227
	Iteration 59Q: 3 clusters Score -2647055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -2647055.500000 Penalty: 4960.282227
	Iteration 60F: 3 clusters Score -2647056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -2647059.000000 Penalty: 4960.282227
	Iteration 61Q: 3 clusters Score -2647059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -2647059.000000 Penalty: 4960.282227
	Iteration 62F: 3 clusters Score -2647059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Entering Unmasked Estep 
Score: -1557064.125000 Penalty: 2338.191162
	Iteration 0F: 2 clusters Score -1557064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1547844.500000 Penalty: 4676.382324
	Iteration 0F: 3 clusters Score -1547844 nChanged 5285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1550604.125000 Penalty: 4676.382324
	Iteration 1F: 3 clusters Score -1550604 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1550949.375000 Penalty: 4676.382324
	Iteration 2F: 3 clusters Score -1550949 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1551264.500000 Penalty: 4676.382324
	Iteration 3F: 3 clusters Score -1551264 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1551577.375000 Penalty: 4676.382324
	Iteration 4Q: 3 clusters Score -1551577 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1551914.375000 Penalty: 4676.382324
	Iteration 5Q: 3 clusters Score -1551914 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1552232.750000 Penalty: 4676.382324
	Iteration 6Q: 3 clusters Score -1552233 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1552539.250000 Penalty: 4676.382324
	Iteration 7Q: 3 clusters Score -1552539 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1552868.625000 Penalty: 4676.382324
	Iteration 8Q: 3 clusters Score -1552869 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1553200.625000 Penalty: 4676.382324
	Iteration 9Q: 3 clusters Score -1553201 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1553505.750000 Penalty: 4676.382324
	Iteration 10Q: 3 clusters Score -1553506 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -1553783.750000 Penalty: 4676.382324
	Iteration 11Q: 3 clusters Score -1553784 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1554057.750000 Penalty: 4676.382324
	Iteration 12Q: 3 clusters Score -1554058 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1554278.750000 Penalty: 4676.382324
	Iteration 13Q: 3 clusters Score -1554279 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -1554439.000000 Penalty: 4676.382324
	Iteration 14Q: 3 clusters Score -1554439 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1554552.125000 Penalty: 4676.382324
	Iteration 15Q: 3 clusters Score -1554552 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1554644.125000 Penalty: 4676.382324
	Iteration 16Q: 3 clusters Score -1554644 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1554717.625000 Penalty: 4676.382324
	Iteration 17Q: 3 clusters Score -1554718 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1554774.750000 Penalty: 4676.382324
	Iteration 18Q: 3 clusters Score -1554775 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1554821.125000 Penalty: 4676.382324
	Iteration 19Q: 3 clusters Score -1554821 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1554874.375000 Penalty: 4676.382324
	Iteration 20F: 3 clusters Score -1554874 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1554919.250000 Penalty: 4676.382324
	Iteration 21Q: 3 clusters Score -1554919 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1554959.250000 Penalty: 4676.382324
	Iteration 22Q: 3 clusters Score -1554959 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1554990.500000 Penalty: 4676.382324
	Iteration 23Q: 3 clusters Score -1554990 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1555025.625000 Penalty: 4676.382324
	Iteration 24Q: 3 clusters Score -1555026 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1555057.125000 Penalty: 4676.382324
	Iteration 25Q: 3 clusters Score -1555057 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1555082.250000 Penalty: 4676.382324
	Iteration 26Q: 3 clusters Score -1555082 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1555097.250000 Penalty: 4676.382324
	Iteration 27Q: 3 clusters Score -1555097 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1555108.625000 Penalty: 4676.382324
	Iteration 28Q: 3 clusters Score -1555109 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1555118.125000 Penalty: 4676.382324
	Iteration 29Q: 3 clusters Score -1555118 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1555129.875000 Penalty: 4676.382324
	Iteration 30Q: 3 clusters Score -1555130 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1555140.000000 Penalty: 4676.382324
	Iteration 31Q: 3 clusters Score -1555140 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1555152.125000 Penalty: 4676.382324
	Iteration 32Q: 3 clusters Score -1555152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1555162.250000 Penalty: 4676.382324
	Iteration 33Q: 3 clusters Score -1555162 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1555179.250000 Penalty: 4676.382324
	Iteration 34Q: 3 clusters Score -1555179 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1555198.250000 Penalty: 4676.382324
	Iteration 35Q: 3 clusters Score -1555198 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1555218.500000 Penalty: 4676.382324
	Iteration 36Q: 3 clusters Score -1555218 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1555236.125000 Penalty: 4676.382324
	Iteration 37Q: 3 clusters Score -1555236 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1555258.000000 Penalty: 4676.382324
	Iteration 38Q: 3 clusters Score -1555258 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1555272.000000 Penalty: 4676.382324
	Iteration 39Q: 3 clusters Score -1555272 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1555282.375000 Penalty: 4676.382324
	Iteration 40F: 3 clusters Score -1555282 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1555293.750000 Penalty: 4676.382324
	Iteration 41Q: 3 clusters Score -1555294 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1555303.250000 Penalty: 4676.382324
	Iteration 42Q: 3 clusters Score -1555303 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1555308.625000 Penalty: 4676.382324
	Iteration 43Q: 3 clusters Score -1555309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1555312.125000 Penalty: 4676.382324
	Iteration 44Q: 3 clusters Score -1555312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1555316.625000 Penalty: 4676.382324
	Iteration 45Q: 3 clusters Score -1555317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1555317.625000 Penalty: 4676.382324
	Iteration 46Q: 3 clusters Score -1555318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1555318.875000 Penalty: 4676.382324
	Iteration 47Q: 3 clusters Score -1555319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1555318.375000 Penalty: 4676.382324
	Iteration 48Q: 3 clusters Score -1555318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1555318.750000 Penalty: 4676.382324
	Iteration 49Q: 3 clusters Score -1555319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1555321.125000 Penalty: 4676.382324
	Iteration 50Q: 3 clusters Score -1555321 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1555324.500000 Penalty: 4676.382324
	Iteration 51Q: 3 clusters Score -1555324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1555322.250000 Penalty: 4676.382324
	Iteration 52Q: 3 clusters Score -1555322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1555323.250000 Penalty: 4676.382324
	Iteration 53Q: 3 clusters Score -1555323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1555325.875000 Penalty: 4676.382324
	Iteration 54Q: 3 clusters Score -1555326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1555325.125000 Penalty: 4676.382324
	Iteration 55Q: 3 clusters Score -1555325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1555325.125000 Penalty: 4676.382324
	Iteration 56F: 3 clusters Score -1555325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -81930.281250 Penalty: 1624.667847
	Iteration 0F: 2 clusters Score -81930.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -80215.406250 Penalty: 3249.335693
	Iteration 0F: 3 clusters Score -80215.41 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -80455.289062 Penalty: 3249.335693
	Iteration 1F: 3 clusters Score -80455.29 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -80525.703125 Penalty: 3249.335693
	Iteration 2F: 3 clusters Score -80525.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -80564.210938 Penalty: 3249.335693
	Iteration 3Q: 3 clusters Score -80564.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -80594.437500 Penalty: 3249.335693
	Iteration 4Q: 3 clusters Score -80594.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -80619.289062 Penalty: 3249.335693
	Iteration 5Q: 3 clusters Score -80619.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -80638.132812 Penalty: 3249.335693
	Iteration 6Q: 3 clusters Score -80638.13 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -80648.070312 Penalty: 3249.335693
	Iteration 7Q: 3 clusters Score -80648.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -80653.335938 Penalty: 3249.335693
	Iteration 8Q: 3 clusters Score -80653.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -80662.320312 Penalty: 3249.335693
	Iteration 9Q: 3 clusters Score -80662.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -80668.406250 Penalty: 3249.335693
	Iteration 10Q: 3 clusters Score -80668.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -80678.343750 Penalty: 3249.335693
	Iteration 11Q: 3 clusters Score -80678.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -80679.937500 Penalty: 3249.335693
	Iteration 12Q: 3 clusters Score -80679.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -80679.937500 Penalty: 3249.335693
	Iteration 13F: 3 clusters Score -80679.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Entering Unmasked Estep 
Score: -120329.195312 Penalty: 1723.802002
	Iteration 0F: 2 clusters Score -120329.2 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 538 members 
Entering Unmasked Estep 
Score: -118383.789062 Penalty: 3447.604004
	Iteration 0F: 3 clusters Score -118383.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -118721.453125 Penalty: 3447.604004
	Iteration 1F: 3 clusters Score -118721.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -118885.757812 Penalty: 3447.604004
	Iteration 2F: 3 clusters Score -118885.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -119047.203125 Penalty: 3447.604004
	Iteration 3Q: 3 clusters Score -119047.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -119123.875000 Penalty: 3447.604004
	Iteration 4Q: 3 clusters Score -119123.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -119175.671875 Penalty: 3447.604004
	Iteration 5Q: 3 clusters Score -119175.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -119231.835938 Penalty: 3447.604004
	Iteration 6Q: 3 clusters Score -119231.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -119278.085938 Penalty: 3447.604004
	Iteration 7Q: 3 clusters Score -119278.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -119323.359375 Penalty: 3447.604004
	Iteration 8Q: 3 clusters Score -119323.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -119368.265625 Penalty: 3447.604004
	Iteration 9Q: 3 clusters Score -119368.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -119415.859375 Penalty: 3447.604004
	Iteration 10Q: 3 clusters Score -119415.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -119468.875000 Penalty: 3447.604004
	Iteration 11Q: 3 clusters Score -119468.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -119531.109375 Penalty: 3447.604004
	Iteration 12Q: 3 clusters Score -119531.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -119587.242188 Penalty: 3447.604004
	Iteration 13Q: 3 clusters Score -119587.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -119606.859375 Penalty: 3447.604004
	Iteration 14Q: 3 clusters Score -119606.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -119625.804688 Penalty: 3447.604004
	Iteration 15Q: 3 clusters Score -119625.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -119636.117188 Penalty: 3447.604004
	Iteration 16Q: 3 clusters Score -119636.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -119652.210938 Penalty: 3447.604004
	Iteration 17Q: 3 clusters Score -119652.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -119667.609375 Penalty: 3447.604004
	Iteration 18Q: 3 clusters Score -119667.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -119673.351562 Penalty: 3447.604004
	Iteration 19Q: 3 clusters Score -119673.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -119680.359375 Penalty: 3447.604004
	Iteration 20F: 3 clusters Score -119680.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -119684.945312 Penalty: 3447.604004
	Iteration 21Q: 3 clusters Score -119684.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -119688.468750 Penalty: 3447.604004
	Iteration 22Q: 3 clusters Score -119688.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -119691.687500 Penalty: 3447.604004
	Iteration 23Q: 3 clusters Score -119691.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -119698.203125 Penalty: 3447.604004
	Iteration 24Q: 3 clusters Score -119698.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -119713.375000 Penalty: 3447.604004
	Iteration 25Q: 3 clusters Score -119713.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -119754.242188 Penalty: 3447.604004
	Iteration 26Q: 3 clusters Score -119754.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -119802.687500 Penalty: 3447.604004
	Iteration 27Q: 3 clusters Score -119802.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -119841.507812 Penalty: 3447.604004
	Iteration 28Q: 3 clusters Score -119841.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -119863.585938 Penalty: 3447.604004
	Iteration 29Q: 3 clusters Score -119863.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -119883.085938 Penalty: 3447.604004
	Iteration 30Q: 3 clusters Score -119883.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -119900.695312 Penalty: 3447.604004
	Iteration 31Q: 3 clusters Score -119900.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -119912.687500 Penalty: 3447.604004
	Iteration 32Q: 3 clusters Score -119912.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -119914.453125 Penalty: 3447.604004
	Iteration 33Q: 3 clusters Score -119914.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -119914.453125 Penalty: 3447.604004
	Iteration 34F: 3 clusters Score -119914.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Entering Unmasked Estep 
Score: -730684.312500 Penalty: 2148.258301
	Iteration 0F: 2 clusters Score -730684.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -725719.062500 Penalty: 4296.516602
	Iteration 0F: 3 clusters Score -725719.1 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -726953.250000 Penalty: 4296.516602
	Iteration 1F: 3 clusters Score -726953.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -727172.437500 Penalty: 4296.516602
	Iteration 2F: 3 clusters Score -727172.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -727306.312500 Penalty: 4296.516602
	Iteration 3Q: 3 clusters Score -727306.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -727395.125000 Penalty: 4296.516602
	Iteration 4Q: 3 clusters Score -727395.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -727467.812500 Penalty: 4296.516602
	Iteration 5Q: 3 clusters Score -727467.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -727528.250000 Penalty: 4296.516602
	Iteration 6Q: 3 clusters Score -727528.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -727576.812500 Penalty: 4296.516602
	Iteration 7Q: 3 clusters Score -727576.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -727616.000000 Penalty: 4296.516602
	Iteration 8Q: 3 clusters Score -727616 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -727654.375000 Penalty: 4296.516602
	Iteration 9Q: 3 clusters Score -727654.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -727694.062500 Penalty: 4296.516602
	Iteration 10Q: 3 clusters Score -727694.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -727735.375000 Penalty: 4296.516602
	Iteration 11Q: 3 clusters Score -727735.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -727787.187500 Penalty: 4296.516602
	Iteration 12Q: 3 clusters Score -727787.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -727837.250000 Penalty: 4296.516602
	Iteration 13Q: 3 clusters Score -727837.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -727887.937500 Penalty: 4296.516602
	Iteration 14Q: 3 clusters Score -727887.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -727938.250000 Penalty: 4296.516602
	Iteration 15Q: 3 clusters Score -727938.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -727997.687500 Penalty: 4296.516602
	Iteration 16Q: 3 clusters Score -727997.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -728063.625000 Penalty: 4296.516602
	Iteration 17Q: 3 clusters Score -728063.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -728119.875000 Penalty: 4296.516602
	Iteration 18Q: 3 clusters Score -728119.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -728174.687500 Penalty: 4296.516602
	Iteration 19Q: 3 clusters Score -728174.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -728237.125000 Penalty: 4296.516602
	Iteration 20F: 3 clusters Score -728237.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -728286.875000 Penalty: 4296.516602
	Iteration 21Q: 3 clusters Score -728286.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -728339.375000 Penalty: 4296.516602
	Iteration 22Q: 3 clusters Score -728339.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -728387.312500 Penalty: 4296.516602
	Iteration 23Q: 3 clusters Score -728387.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -728426.562500 Penalty: 4296.516602
	Iteration 24Q: 3 clusters Score -728426.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -728463.375000 Penalty: 4296.516602
	Iteration 25Q: 3 clusters Score -728463.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -728494.375000 Penalty: 4296.516602
	Iteration 26Q: 3 clusters Score -728494.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -728526.250000 Penalty: 4296.516602
	Iteration 27Q: 3 clusters Score -728526.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -728559.250000 Penalty: 4296.516602
	Iteration 28Q: 3 clusters Score -728559.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -728583.187500 Penalty: 4296.516602
	Iteration 29Q: 3 clusters Score -728583.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -728607.812500 Penalty: 4296.516602
	Iteration 30Q: 3 clusters Score -728607.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -728622.375000 Penalty: 4296.516602
	Iteration 31Q: 3 clusters Score -728622.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -728636.312500 Penalty: 4296.516602
	Iteration 32Q: 3 clusters Score -728636.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -728650.937500 Penalty: 4296.516602
	Iteration 33Q: 3 clusters Score -728650.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -728664.437500 Penalty: 4296.516602
	Iteration 34Q: 3 clusters Score -728664.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -728676.187500 Penalty: 4296.516602
	Iteration 35Q: 3 clusters Score -728676.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -728679.875000 Penalty: 4296.516602
	Iteration 36Q: 3 clusters Score -728679.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -728684.375000 Penalty: 4296.516602
	Iteration 37Q: 3 clusters Score -728684.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -728688.500000 Penalty: 4296.516602
	Iteration 38Q: 3 clusters Score -728688.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -728694.812500 Penalty: 4296.516602
	Iteration 39Q: 3 clusters Score -728694.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -728696.062500 Penalty: 4296.516602
	Iteration 40F: 3 clusters Score -728696.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -728698.937500 Penalty: 4296.516602
	Iteration 41Q: 3 clusters Score -728698.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -728700.687500 Penalty: 4296.516602
	Iteration 42Q: 3 clusters Score -728700.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -728703.312500 Penalty: 4296.516602
	Iteration 43Q: 3 clusters Score -728703.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -728708.937500 Penalty: 4296.516602
	Iteration 44Q: 3 clusters Score -728708.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -728721.500000 Penalty: 4296.516602
	Iteration 45Q: 3 clusters Score -728721.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -728727.500000 Penalty: 4296.516602
	Iteration 46Q: 3 clusters Score -728727.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -728733.250000 Penalty: 4296.516602
	Iteration 47Q: 3 clusters Score -728733.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -728738.875000 Penalty: 4296.516602
	Iteration 48Q: 3 clusters Score -728738.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -728743.875000 Penalty: 4296.516602
	Iteration 49Q: 3 clusters Score -728743.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -728747.937500 Penalty: 4296.516602
	Iteration 50Q: 3 clusters Score -728747.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -728751.750000 Penalty: 4296.516602
	Iteration 51Q: 3 clusters Score -728751.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -728754.000000 Penalty: 4296.516602
	Iteration 52Q: 3 clusters Score -728754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -728754.375000 Penalty: 4296.516602
	Iteration 53Q: 3 clusters Score -728754.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -728757.562500 Penalty: 4296.516602
	Iteration 54Q: 3 clusters Score -728757.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -728758.812500 Penalty: 4296.516602
	Iteration 55Q: 3 clusters Score -728758.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -728764.875000 Penalty: 4296.516602
	Iteration 56Q: 3 clusters Score -728764.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -728765.250000 Penalty: 4296.516602
	Iteration 57Q: 3 clusters Score -728765.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -728765.562500 Penalty: 4296.516602
	Iteration 58Q: 3 clusters Score -728765.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -728765.562500 Penalty: 4296.516602
	Iteration 59F: 3 clusters Score -728765.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Entering Unmasked Estep 
Score: -1975372.125000 Penalty: 2396.504639
	Iteration 0F: 2 clusters Score -1975372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -1964113.250000 Penalty: 4793.009277
	Iteration 0F: 3 clusters Score -1964113 nChanged 6827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1967730.625000 Penalty: 4793.009277
	Iteration 1F: 3 clusters Score -1967731 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1968038.000000 Penalty: 4793.009277
	Iteration 2F: 3 clusters Score -1968038 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1968288.500000 Penalty: 4793.009277
	Iteration 3Q: 3 clusters Score -1968288 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1968493.500000 Penalty: 4793.009277
	Iteration 4Q: 3 clusters Score -1968494 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1968714.625000 Penalty: 4793.009277
	Iteration 5Q: 3 clusters Score -1968715 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1968938.250000 Penalty: 4793.009277
	Iteration 6Q: 3 clusters Score -1968938 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1969194.000000 Penalty: 4793.009277
	Iteration 7Q: 3 clusters Score -1969194 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1969532.750000 Penalty: 4793.009277
	Iteration 8Q: 3 clusters Score -1969533 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1969976.625000 Penalty: 4793.009277
	Iteration 9Q: 3 clusters Score -1969977 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1970562.750000 Penalty: 4793.009277
	Iteration 10F: 3 clusters Score -1970563 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1971201.125000 Penalty: 4793.009277
	Iteration 11F: 3 clusters Score -1971201 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1971843.000000 Penalty: 4793.009277
	Iteration 12F: 3 clusters Score -1971843 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1972401.500000 Penalty: 4793.009277
	Iteration 13Q: 3 clusters Score -1972402 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1972760.625000 Penalty: 4793.009277
	Iteration 14Q: 3 clusters Score -1972761 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1972934.250000 Penalty: 4793.009277
	Iteration 15Q: 3 clusters Score -1972934 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1973042.125000 Penalty: 4793.009277
	Iteration 16Q: 3 clusters Score -1973042 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1973116.250000 Penalty: 4793.009277
	Iteration 17Q: 3 clusters Score -1973116 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1973170.625000 Penalty: 4793.009277
	Iteration 18Q: 3 clusters Score -1973171 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1973213.125000 Penalty: 4793.009277
	Iteration 19Q: 3 clusters Score -1973213 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -1973249.625000 Penalty: 4793.009277
	Iteration 20F: 3 clusters Score -1973250 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1973283.500000 Penalty: 4793.009277
	Iteration 21Q: 3 clusters Score -1973284 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1973315.875000 Penalty: 4793.009277
	Iteration 22Q: 3 clusters Score -1973316 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1973345.000000 Penalty: 4793.009277
	Iteration 23Q: 3 clusters Score -1973345 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1973365.625000 Penalty: 4793.009277
	Iteration 24Q: 3 clusters Score -1973366 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1973379.875000 Penalty: 4793.009277
	Iteration 25Q: 3 clusters Score -1973380 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -1973400.000000 Penalty: 4793.009277
	Iteration 26Q: 3 clusters Score -1973400 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1973420.875000 Penalty: 4793.009277
	Iteration 27Q: 3 clusters Score -1973421 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1973426.625000 Penalty: 4793.009277
	Iteration 28Q: 3 clusters Score -1973427 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1973434.500000 Penalty: 4793.009277
	Iteration 29Q: 3 clusters Score -1973434 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1973437.375000 Penalty: 4793.009277
	Iteration 30Q: 3 clusters Score -1973437 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1973436.500000 Penalty: 4793.009277
	Iteration 31Q: 3 clusters Score -1973436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1973451.875000 Penalty: 4793.009277
	Iteration 32Q: 3 clusters Score -1973452 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1973450.625000 Penalty: 4793.009277
	Iteration 33Q: 3 clusters Score -1973451 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1973457.625000 Penalty: 4793.009277
	Iteration 34Q: 3 clusters Score -1973458 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1973464.625000 Penalty: 4793.009277
	Iteration 35Q: 3 clusters Score -1973465 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1973469.625000 Penalty: 4793.009277
	Iteration 36Q: 3 clusters Score -1973470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1973474.125000 Penalty: 4793.009277
	Iteration 37Q: 3 clusters Score -1973474 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1973473.875000 Penalty: 4793.009277
	Iteration 38Q: 3 clusters Score -1973474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1973481.500000 Penalty: 4793.009277
	Iteration 39Q: 3 clusters Score -1973482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1973479.875000 Penalty: 4793.009277
	Iteration 40F: 3 clusters Score -1973480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1973484.500000 Penalty: 4793.009277
	Iteration 41Q: 3 clusters Score -1973484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13502 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1973487.625000 Penalty: 4793.009277
	Iteration 42Q: 3 clusters Score -1973488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1973490.125000 Penalty: 4793.009277
	Iteration 43Q: 3 clusters Score -1973490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1973498.000000 Penalty: 4793.009277
	Iteration 44Q: 3 clusters Score -1973498 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1973494.375000 Penalty: 4793.009277
	Iteration 45Q: 3 clusters Score -1973494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1973498.875000 Penalty: 4793.009277
	Iteration 46Q: 3 clusters Score -1973499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1973500.750000 Penalty: 4793.009277
	Iteration 47Q: 3 clusters Score -1973501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1973504.250000 Penalty: 4793.009277
	Iteration 48Q: 3 clusters Score -1973504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1973508.250000 Penalty: 4793.009277
	Iteration 49Q: 3 clusters Score -1973508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1973501.375000 Penalty: 4793.009277
	Iteration 50Q: 3 clusters Score -1973501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1973506.000000 Penalty: 4793.009277
	Iteration 51Q: 3 clusters Score -1973506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1973504.625000 Penalty: 4793.009277
	Iteration 52Q: 3 clusters Score -1973505 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1973510.125000 Penalty: 4793.009277
	Iteration 53Q: 3 clusters Score -1973510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1973506.750000 Penalty: 4793.009277
	Iteration 54Q: 3 clusters Score -1973507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1973511.000000 Penalty: 4793.009277
	Iteration 55Q: 3 clusters Score -1973511 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1973513.125000 Penalty: 4793.009277
	Iteration 56Q: 3 clusters Score -1973513 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1973515.125000 Penalty: 4793.009277
	Iteration 57Q: 3 clusters Score -1973515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1973515.750000 Penalty: 4793.009277
	Iteration 58Q: 3 clusters Score -1973516 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1973517.375000 Penalty: 4793.009277
	Iteration 59Q: 3 clusters Score -1973517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1973522.125000 Penalty: 4793.009277
	Iteration 60F: 3 clusters Score -1973522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13677 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1973519.500000 Penalty: 4793.009277
	Iteration 61Q: 3 clusters Score -1973520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1973526.000000 Penalty: 4793.009277
	Iteration 62Q: 3 clusters Score -1973526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1973523.375000 Penalty: 4793.009277
	Iteration 63Q: 3 clusters Score -1973523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1973527.000000 Penalty: 4793.009277
	Iteration 64Q: 3 clusters Score -1973527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1973530.500000 Penalty: 4793.009277
	Iteration 65Q: 3 clusters Score -1973530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1973530.250000 Penalty: 4793.009277
	Iteration 66Q: 3 clusters Score -1973530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1973536.500000 Penalty: 4793.009277
	Iteration 67Q: 3 clusters Score -1973536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -1973537.250000 Penalty: 4793.009277
	Iteration 68Q: 3 clusters Score -1973537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1973539.750000 Penalty: 4793.009277
	Iteration 69Q: 3 clusters Score -1973540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1973538.125000 Penalty: 4793.009277
	Iteration 70Q: 3 clusters Score -1973538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1973541.000000 Penalty: 4793.009277
	Iteration 71Q: 3 clusters Score -1973541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1973540.625000 Penalty: 4793.009277
	Iteration 72Q: 3 clusters Score -1973541 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1973546.500000 Penalty: 4793.009277
	Iteration 73Q: 3 clusters Score -1973546 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1973553.250000 Penalty: 4793.009277
	Iteration 74Q: 3 clusters Score -1973553 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1973553.500000 Penalty: 4793.009277
	Iteration 75Q: 3 clusters Score -1973554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1973556.250000 Penalty: 4793.009277
	Iteration 76Q: 3 clusters Score -1973556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1973561.375000 Penalty: 4793.009277
	Iteration 77Q: 3 clusters Score -1973561 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1973564.625000 Penalty: 4793.009277
	Iteration 78Q: 3 clusters Score -1973565 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1973569.125000 Penalty: 4793.009277
	Iteration 79Q: 3 clusters Score -1973569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1973573.000000 Penalty: 4793.009277
	Iteration 80F: 3 clusters Score -1973573 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1973576.500000 Penalty: 4793.009277
	Iteration 81Q: 3 clusters Score -1973576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -1973588.000000 Penalty: 4793.009277
	Iteration 82Q: 3 clusters Score -1973588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1973588.000000 Penalty: 4793.009277
	Iteration 83Q: 3 clusters Score -1973588 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1973597.125000 Penalty: 4793.009277
	Iteration 84Q: 3 clusters Score -1973597 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1973599.625000 Penalty: 4793.009277
	Iteration 85Q: 3 clusters Score -1973600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -1973601.750000 Penalty: 4793.009277
	Iteration 86Q: 3 clusters Score -1973602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1973605.375000 Penalty: 4793.009277
	Iteration 87Q: 3 clusters Score -1973605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1973609.000000 Penalty: 4793.009277
	Iteration 88Q: 3 clusters Score -1973609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1973609.250000 Penalty: 4793.009277
	Iteration 89Q: 3 clusters Score -1973609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1973610.625000 Penalty: 4793.009277
	Iteration 90Q: 3 clusters Score -1973611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1973610.250000 Penalty: 4793.009277
	Iteration 91Q: 3 clusters Score -1973610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1973613.250000 Penalty: 4793.009277
	Iteration 92Q: 3 clusters Score -1973613 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1973613.750000 Penalty: 4793.009277
	Iteration 93Q: 3 clusters Score -1973614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -1973609.875000 Penalty: 4793.009277
	Iteration 94Q: 3 clusters Score -1973610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1973618.500000 Penalty: 4793.009277
	Iteration 95Q: 3 clusters Score -1973618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1973619.625000 Penalty: 4793.009277
	Iteration 96Q: 3 clusters Score -1973620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1973616.500000 Penalty: 4793.009277
	Iteration 97Q: 3 clusters Score -1973616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1973614.500000 Penalty: 4793.009277
	Iteration 98Q: 3 clusters Score -1973614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1973617.250000 Penalty: 4793.009277
	Iteration 99Q: 3 clusters Score -1973617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1973619.250000 Penalty: 4793.009277
	Iteration 100F: 3 clusters Score -1973619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1973619.375000 Penalty: 4793.009277
	Iteration 101Q: 3 clusters Score -1973619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1973621.250000 Penalty: 4793.009277
	Iteration 102Q: 3 clusters Score -1973621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1973619.500000 Penalty: 4793.009277
	Iteration 103Q: 3 clusters Score -1973620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1973624.750000 Penalty: 4793.009277
	Iteration 104Q: 3 clusters Score -1973625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1973625.000000 Penalty: 4793.009277
	Iteration 105Q: 3 clusters Score -1973625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1973625.625000 Penalty: 4793.009277
	Iteration 106Q: 3 clusters Score -1973626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1973623.125000 Penalty: 4793.009277
	Iteration 107Q: 3 clusters Score -1973623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1973624.125000 Penalty: 4793.009277
	Iteration 108Q: 3 clusters Score -1973624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1973623.875000 Penalty: 4793.009277
	Iteration 109Q: 3 clusters Score -1973624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1973626.000000 Penalty: 4793.009277
	Iteration 110Q: 3 clusters Score -1973626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1973628.750000 Penalty: 4793.009277
	Iteration 111Q: 3 clusters Score -1973629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1973626.125000 Penalty: 4793.009277
	Iteration 112Q: 3 clusters Score -1973626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1973629.750000 Penalty: 4793.009277
	Iteration 113Q: 3 clusters Score -1973630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1973629.750000 Penalty: 4793.009277
	Iteration 114F: 3 clusters Score -1973630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44134 members 
Entering Unmasked Estep 
Score: -5571424.000000 Penalty: 2652.356445
	Iteration 0F: 2 clusters Score -5571424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -5541783.000000 Penalty: 5304.712891
	Iteration 0F: 3 clusters Score -5541783 nChanged 20177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 21910 members 
Entering Unmasked Estep 
Score: -5552703.500000 Penalty: 5304.712891
	Iteration 1F: 3 clusters Score -5552704 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -5553168.000000 Penalty: 5304.712891
	Iteration 2Q: 3 clusters Score -5553168 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -5553570.500000 Penalty: 5304.712891
	Iteration 3Q: 3 clusters Score -5553570 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22560 members 
Mstep: Class 2 contains 21574 members 
Entering Unmasked Estep 
Score: -5553890.500000 Penalty: 5304.712891
	Iteration 4Q: 3 clusters Score -5553890 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -5554159.000000 Penalty: 5304.712891
	Iteration 5Q: 3 clusters Score -5554159 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -5554406.500000 Penalty: 5304.712891
	Iteration 6Q: 3 clusters Score -5554406 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23097 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -5554671.000000 Penalty: 5304.712891
	Iteration 7Q: 3 clusters Score -5554671 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -5554955.500000 Penalty: 5304.712891
	Iteration 8Q: 3 clusters Score -5554956 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -5555240.500000 Penalty: 5304.712891
	Iteration 9Q: 3 clusters Score -5555240 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -5555644.000000 Penalty: 5304.712891
	Iteration 10Q: 3 clusters Score -5555644 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -5556258.500000 Penalty: 5304.712891
	Iteration 11Q: 3 clusters Score -5556258 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26259 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -5557190.500000 Penalty: 5304.712891
	Iteration 12Q: 3 clusters Score -5557190 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27660 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -5558735.000000 Penalty: 5304.712891
	Iteration 13F: 3 clusters Score -5558735 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -5560995.000000 Penalty: 5304.712891
	Iteration 14F: 3 clusters Score -5560995 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30680 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -5563282.000000 Penalty: 5304.712891
	Iteration 15F: 3 clusters Score -5563282 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -5564735.000000 Penalty: 5304.712891
	Iteration 16Q: 3 clusters Score -5564735 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -5565521.500000 Penalty: 5304.712891
	Iteration 17Q: 3 clusters Score -5565522 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -5566015.000000 Penalty: 5304.712891
	Iteration 18Q: 3 clusters Score -5566015 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33506 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -5566362.000000 Penalty: 5304.712891
	Iteration 19Q: 3 clusters Score -5566362 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33983 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -5566616.500000 Penalty: 5304.712891
	Iteration 20F: 3 clusters Score -5566616 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -5566808.500000 Penalty: 5304.712891
	Iteration 21Q: 3 clusters Score -5566808 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -5566988.000000 Penalty: 5304.712891
	Iteration 22Q: 3 clusters Score -5566988 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35150 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -5567140.000000 Penalty: 5304.712891
	Iteration 23Q: 3 clusters Score -5567140 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35548 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -5567301.000000 Penalty: 5304.712891
	Iteration 24Q: 3 clusters Score -5567301 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35930 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -5567439.000000 Penalty: 5304.712891
	Iteration 25Q: 3 clusters Score -5567439 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36318 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -5567581.000000 Penalty: 5304.712891
	Iteration 26Q: 3 clusters Score -5567581 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36676 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -5567692.000000 Penalty: 5304.712891
	Iteration 27Q: 3 clusters Score -5567692 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -5567765.000000 Penalty: 5304.712891
	Iteration 28Q: 3 clusters Score -5567765 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37279 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -5567842.500000 Penalty: 5304.712891
	Iteration 29Q: 3 clusters Score -5567842 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37548 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -5567905.500000 Penalty: 5304.712891
	Iteration 30Q: 3 clusters Score -5567906 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37790 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -5567971.000000 Penalty: 5304.712891
	Iteration 31Q: 3 clusters Score -5567971 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38022 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -5568029.500000 Penalty: 5304.712891
	Iteration 32Q: 3 clusters Score -5568030 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38236 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -5568094.000000 Penalty: 5304.712891
	Iteration 33Q: 3 clusters Score -5568094 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38478 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -5568152.000000 Penalty: 5304.712891
	Iteration 34Q: 3 clusters Score -5568152 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38709 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -5568201.500000 Penalty: 5304.712891
	Iteration 35Q: 3 clusters Score -5568202 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38940 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -5568257.500000 Penalty: 5304.712891
	Iteration 36Q: 3 clusters Score -5568258 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39148 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -5568311.000000 Penalty: 5304.712891
	Iteration 37Q: 3 clusters Score -5568311 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -5568382.000000 Penalty: 5304.712891
	Iteration 38Q: 3 clusters Score -5568382 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39545 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -5568417.500000 Penalty: 5304.712891
	Iteration 39Q: 3 clusters Score -5568418 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39729 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -5568475.500000 Penalty: 5304.712891
	Iteration 40F: 3 clusters Score -5568476 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39906 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -5568535.000000 Penalty: 5304.712891
	Iteration 41Q: 3 clusters Score -5568535 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -5568564.500000 Penalty: 5304.712891
	Iteration 42Q: 3 clusters Score -5568564 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -5568587.000000 Penalty: 5304.712891
	Iteration 43Q: 3 clusters Score -5568587 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40283 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -5568626.000000 Penalty: 5304.712891
	Iteration 44Q: 3 clusters Score -5568626 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40394 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -5568649.500000 Penalty: 5304.712891
	Iteration 45Q: 3 clusters Score -5568650 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -5568677.500000 Penalty: 5304.712891
	Iteration 46Q: 3 clusters Score -5568678 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40575 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -5568697.500000 Penalty: 5304.712891
	Iteration 47Q: 3 clusters Score -5568698 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40657 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -5568718.000000 Penalty: 5304.712891
	Iteration 48Q: 3 clusters Score -5568718 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40732 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -5568742.000000 Penalty: 5304.712891
	Iteration 49Q: 3 clusters Score -5568742 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -5568757.000000 Penalty: 5304.712891
	Iteration 50Q: 3 clusters Score -5568757 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40860 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -5568763.000000 Penalty: 5304.712891
	Iteration 51Q: 3 clusters Score -5568763 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40920 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -5568767.000000 Penalty: 5304.712891
	Iteration 52Q: 3 clusters Score -5568767 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40979 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -5568764.500000 Penalty: 5304.712891
	Iteration 53Q: 3 clusters Score -5568764 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -5568789.500000 Penalty: 5304.712891
	Iteration 54Q: 3 clusters Score -5568790 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -5568788.000000 Penalty: 5304.712891
	Iteration 55Q: 3 clusters Score -5568788 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41136 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -5568803.500000 Penalty: 5304.712891
	Iteration 56Q: 3 clusters Score -5568804 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41181 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -5568791.000000 Penalty: 5304.712891
	Iteration 57Q: 3 clusters Score -5568791 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41218 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -5568798.000000 Penalty: 5304.712891
	Iteration 58Q: 3 clusters Score -5568798 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41247 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -5568801.500000 Penalty: 5304.712891
	Iteration 59Q: 3 clusters Score -5568802 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41288 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -5568803.500000 Penalty: 5304.712891
	Iteration 60F: 3 clusters Score -5568804 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41328 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -5568811.500000 Penalty: 5304.712891
	Iteration 61Q: 3 clusters Score -5568812 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -5568817.500000 Penalty: 5304.712891
	Iteration 62Q: 3 clusters Score -5568818 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41398 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -5568825.500000 Penalty: 5304.712891
	Iteration 63Q: 3 clusters Score -5568826 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41431 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -5568837.500000 Penalty: 5304.712891
	Iteration 64Q: 3 clusters Score -5568838 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41475 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -5568852.000000 Penalty: 5304.712891
	Iteration 65Q: 3 clusters Score -5568852 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41519 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -5568855.500000 Penalty: 5304.712891
	Iteration 66Q: 3 clusters Score -5568856 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41557 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -5568863.000000 Penalty: 5304.712891
	Iteration 67Q: 3 clusters Score -5568863 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41588 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -5568875.000000 Penalty: 5304.712891
	Iteration 68Q: 3 clusters Score -5568875 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41614 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -5568874.500000 Penalty: 5304.712891
	Iteration 69Q: 3 clusters Score -5568874 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41647 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -5568891.500000 Penalty: 5304.712891
	Iteration 70Q: 3 clusters Score -5568892 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41670 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -5568884.500000 Penalty: 5304.712891
	Iteration 71Q: 3 clusters Score -5568884 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41695 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -5568900.000000 Penalty: 5304.712891
	Iteration 72Q: 3 clusters Score -5568900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41712 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -5568901.000000 Penalty: 5304.712891
	Iteration 73Q: 3 clusters Score -5568901 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41727 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -5568918.000000 Penalty: 5304.712891
	Iteration 74Q: 3 clusters Score -5568918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41741 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -5568909.000000 Penalty: 5304.712891
	Iteration 75Q: 3 clusters Score -5568909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41751 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -5568911.000000 Penalty: 5304.712891
	Iteration 76Q: 3 clusters Score -5568911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -5568923.000000 Penalty: 5304.712891
	Iteration 77Q: 3 clusters Score -5568923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41768 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -5568917.000000 Penalty: 5304.712891
	Iteration 78Q: 3 clusters Score -5568917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41775 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -5568922.500000 Penalty: 5304.712891
	Iteration 79Q: 3 clusters Score -5568922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41779 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -5568918.000000 Penalty: 5304.712891
	Iteration 80F: 3 clusters Score -5568918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -5568930.500000 Penalty: 5304.712891
	Iteration 81Q: 3 clusters Score -5568930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41795 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -5568933.000000 Penalty: 5304.712891
	Iteration 82Q: 3 clusters Score -5568933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41802 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -5568933.000000 Penalty: 5304.712891
	Iteration 83Q: 3 clusters Score -5568933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41807 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -5568937.500000 Penalty: 5304.712891
	Iteration 84Q: 3 clusters Score -5568938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41812 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -5568934.500000 Penalty: 5304.712891
	Iteration 85Q: 3 clusters Score -5568934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41814 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -5568939.000000 Penalty: 5304.712891
	Iteration 86Q: 3 clusters Score -5568939 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41814 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -5568939.000000 Penalty: 5304.712891
	Iteration 87F: 3 clusters Score -5568939 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (250964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250964 members 
Entering Unmasked Estep 
Score: -31141776.000000 Penalty: 3083.399902
	Iteration 0F: 2 clusters Score -3.114178e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125491 members 
Mstep: Class 2 contains 125473 members 
Entering Unmasked Estep 
Score: -30983758.000000 Penalty: 6166.799805
	Iteration 0F: 3 clusters Score -3.098376e+07 nChanged 121252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125463 members 
Mstep: Class 2 contains 125501 members 
Entering Unmasked Estep 
Score: -31054994.000000 Penalty: 6166.799805
	Iteration 1F: 3 clusters Score -3.105499e+07 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125417 members 
Mstep: Class 2 contains 125547 members 
Entering Unmasked Estep 
Score: -31056250.000000 Penalty: 6166.799805
	Iteration 2Q: 3 clusters Score -3.105625e+07 nChanged 6814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125427 members 
Mstep: Class 2 contains 125537 members 
Entering Unmasked Estep 
Score: -31057734.000000 Penalty: 6166.799805
	Iteration 3Q: 3 clusters Score -3.105773e+07 nChanged 7089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125426 members 
Mstep: Class 2 contains 125538 members 
Entering Unmasked Estep 
Score: -31059648.000000 Penalty: 6166.799805
	Iteration 4Q: 3 clusters Score -3.105965e+07 nChanged 8017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125517 members 
Mstep: Class 2 contains 125447 members 
Entering Unmasked Estep 
Score: -31061920.000000 Penalty: 6166.799805
	Iteration 5Q: 3 clusters Score -3.106192e+07 nChanged 9094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125921 members 
Mstep: Class 2 contains 125043 members 
Entering Unmasked Estep 
Score: -31064944.000000 Penalty: 6166.799805
	Iteration 6Q: 3 clusters Score -3.106494e+07 nChanged 10616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126885 members 
Mstep: Class 2 contains 124079 members 
Entering Unmasked Estep 
Score: -31069724.000000 Penalty: 6166.799805
	Iteration 7Q: 3 clusters Score -3.106972e+07 nChanged 12815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128590 members 
Mstep: Class 2 contains 122374 members 
Entering Unmasked Estep 
Score: -31076822.000000 Penalty: 6166.799805
	Iteration 8F: 3 clusters Score -3.107682e+07 nChanged 15227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131041 members 
Mstep: Class 2 contains 119923 members 
Entering Unmasked Estep 
Score: -31087976.000000 Penalty: 6166.799805
	Iteration 9F: 3 clusters Score -3.108798e+07 nChanged 16772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133669 members 
Mstep: Class 2 contains 117295 members 
Entering Unmasked Estep 
Score: -31100680.000000 Penalty: 6166.799805
	Iteration 10F: 3 clusters Score -3.110068e+07 nChanged 15350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135677 members 
Mstep: Class 2 contains 115287 members 
Entering Unmasked Estep 
Score: -31109582.000000 Penalty: 6166.799805
	Iteration 11F: 3 clusters Score -3.110958e+07 nChanged 10728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137195 members 
Mstep: Class 2 contains 113769 members 
Entering Unmasked Estep 
Score: -31113328.000000 Penalty: 6166.799805
	Iteration 12Q: 3 clusters Score -3.111333e+07 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138895 members 
Mstep: Class 2 contains 112069 members 
Entering Unmasked Estep 
Score: -31114850.000000 Penalty: 6166.799805
	Iteration 13Q: 3 clusters Score -3.111485e+07 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141048 members 
Mstep: Class 2 contains 109916 members 
Entering Unmasked Estep 
Score: -31116122.000000 Penalty: 6166.799805
	Iteration 14Q: 3 clusters Score -3.111612e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143492 members 
Mstep: Class 2 contains 107472 members 
Entering Unmasked Estep 
Score: -31117410.000000 Penalty: 6166.799805
	Iteration 15Q: 3 clusters Score -3.111741e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146256 members 
Mstep: Class 2 contains 104708 members 
Entering Unmasked Estep 
Score: -31118694.000000 Penalty: 6166.799805
	Iteration 16Q: 3 clusters Score -3.111869e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149323 members 
Mstep: Class 2 contains 101641 members 
Entering Unmasked Estep 
Score: -31120100.000000 Penalty: 6166.799805
	Iteration 17Q: 3 clusters Score -3.11201e+07 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152654 members 
Mstep: Class 2 contains 98310 members 
Entering Unmasked Estep 
Score: -31121438.000000 Penalty: 6166.799805
	Iteration 18Q: 3 clusters Score -3.112144e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156268 members 
Mstep: Class 2 contains 94696 members 
Entering Unmasked Estep 
Score: -31123362.000000 Penalty: 6166.799805
	Iteration 19Q: 3 clusters Score -3.112336e+07 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159835 members 
Mstep: Class 2 contains 91129 members 
Entering Unmasked Estep 
Score: -31125132.000000 Penalty: 6166.799805
	Iteration 20F: 3 clusters Score -3.112513e+07 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163325 members 
Mstep: Class 2 contains 87639 members 
Entering Unmasked Estep 
Score: -31126750.000000 Penalty: 6166.799805
	Iteration 21Q: 3 clusters Score -3.112675e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166746 members 
Mstep: Class 2 contains 84218 members 
Entering Unmasked Estep 
Score: -31128226.000000 Penalty: 6166.799805
	Iteration 22Q: 3 clusters Score -3.112823e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170145 members 
Mstep: Class 2 contains 80819 members 
Entering Unmasked Estep 
Score: -31129576.000000 Penalty: 6166.799805
	Iteration 23Q: 3 clusters Score -3.112958e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173478 members 
Mstep: Class 2 contains 77486 members 
Entering Unmasked Estep 
Score: -31130918.000000 Penalty: 6166.799805
	Iteration 24Q: 3 clusters Score -3.113092e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176678 members 
Mstep: Class 2 contains 74286 members 
Entering Unmasked Estep 
Score: -31131630.000000 Penalty: 6166.799805
	Iteration 25Q: 3 clusters Score -3.113163e+07 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179810 members 
Mstep: Class 2 contains 71154 members 
Entering Unmasked Estep 
Score: -31132444.000000 Penalty: 6166.799805
	Iteration 26Q: 3 clusters Score -3.113244e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182935 members 
Mstep: Class 2 contains 68029 members 
Entering Unmasked Estep 
Score: -31133030.000000 Penalty: 6166.799805
	Iteration 27Q: 3 clusters Score -3.113303e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186149 members 
Mstep: Class 2 contains 64815 members 
Entering Unmasked Estep 
Score: -31133670.000000 Penalty: 6166.799805
	Iteration 28Q: 3 clusters Score -3.113367e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189421 members 
Mstep: Class 2 contains 61543 members 
Entering Unmasked Estep 
Score: -31134430.000000 Penalty: 6166.799805
	Iteration 29Q: 3 clusters Score -3.113443e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192700 members 
Mstep: Class 2 contains 58264 members 
Entering Unmasked Estep 
Score: -31135108.000000 Penalty: 6166.799805
	Iteration 30Q: 3 clusters Score -3.113511e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195950 members 
Mstep: Class 2 contains 55014 members 
Entering Unmasked Estep 
Score: -31135422.000000 Penalty: 6166.799805
	Iteration 31Q: 3 clusters Score -3.113542e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199235 members 
Mstep: Class 2 contains 51729 members 
Entering Unmasked Estep 
Score: -31136098.000000 Penalty: 6166.799805
	Iteration 32Q: 3 clusters Score -3.11361e+07 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202446 members 
Mstep: Class 2 contains 48518 members 
Entering Unmasked Estep 
Score: -31136518.000000 Penalty: 6166.799805
	Iteration 33Q: 3 clusters Score -3.113652e+07 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205592 members 
Mstep: Class 2 contains 45372 members 
Entering Unmasked Estep 
Score: -31137056.000000 Penalty: 6166.799805
	Iteration 34Q: 3 clusters Score -3.113706e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208652 members 
Mstep: Class 2 contains 42312 members 
Entering Unmasked Estep 
Score: -31137260.000000 Penalty: 6166.799805
	Iteration 35Q: 3 clusters Score -3.113726e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211605 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -31137572.000000 Penalty: 6166.799805
	Iteration 36Q: 3 clusters Score -3.113757e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214459 members 
Mstep: Class 2 contains 36505 members 
Entering Unmasked Estep 
Score: -31138048.000000 Penalty: 6166.799805
	Iteration 37Q: 3 clusters Score -3.113805e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217129 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -31138292.000000 Penalty: 6166.799805
	Iteration 38Q: 3 clusters Score -3.113829e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219564 members 
Mstep: Class 2 contains 31400 members 
Entering Unmasked Estep 
Score: -31138472.000000 Penalty: 6166.799805
	Iteration 39Q: 3 clusters Score -3.113847e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221793 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -31138750.000000 Penalty: 6166.799805
	Iteration 40F: 3 clusters Score -3.113875e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223997 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -31138890.000000 Penalty: 6166.799805
	Iteration 41Q: 3 clusters Score -3.113889e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226110 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
Score: -31139024.000000 Penalty: 6166.799805
	Iteration 42Q: 3 clusters Score -3.113902e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228053 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -31138914.000000 Penalty: 6166.799805
	Iteration 43Q: 3 clusters Score -3.113891e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229907 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -31139028.000000 Penalty: 6166.799805
	Iteration 44Q: 3 clusters Score -3.113903e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231619 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -31139144.000000 Penalty: 6166.799805
	Iteration 45Q: 3 clusters Score -3.113914e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233241 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -31139238.000000 Penalty: 6166.799805
	Iteration 46Q: 3 clusters Score -3.113924e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234708 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -31139216.000000 Penalty: 6166.799805
	Iteration 47Q: 3 clusters Score -3.113922e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236071 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -31139520.000000 Penalty: 6166.799805
	Iteration 48Q: 3 clusters Score -3.113952e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237316 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -31139552.000000 Penalty: 6166.799805
	Iteration 49Q: 3 clusters Score -3.113955e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238448 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -31139630.000000 Penalty: 6166.799805
	Iteration 50Q: 3 clusters Score -3.113963e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239482 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -31139560.000000 Penalty: 6166.799805
	Iteration 51Q: 3 clusters Score -3.113956e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240395 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -31139754.000000 Penalty: 6166.799805
	Iteration 52Q: 3 clusters Score -3.113975e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241215 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -31139840.000000 Penalty: 6166.799805
	Iteration 53Q: 3 clusters Score -3.113984e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241961 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -31139780.000000 Penalty: 6166.799805
	Iteration 54Q: 3 clusters Score -3.113978e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242647 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -31139792.000000 Penalty: 6166.799805
	Iteration 55Q: 3 clusters Score -3.113979e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243253 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -31139850.000000 Penalty: 6166.799805
	Iteration 56Q: 3 clusters Score -3.113985e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243826 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -31139766.000000 Penalty: 6166.799805
	Iteration 57Q: 3 clusters Score -3.113977e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244346 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -31139836.000000 Penalty: 6166.799805
	Iteration 58Q: 3 clusters Score -3.113984e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244838 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -31139802.000000 Penalty: 6166.799805
	Iteration 59Q: 3 clusters Score -3.11398e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245289 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -31139834.000000 Penalty: 6166.799805
	Iteration 60F: 3 clusters Score -3.113983e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245687 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -31139812.000000 Penalty: 6166.799805
	Iteration 61Q: 3 clusters Score -3.113981e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246040 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -31139778.000000 Penalty: 6166.799805
	Iteration 62Q: 3 clusters Score -3.113978e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246374 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -31139726.000000 Penalty: 6166.799805
	Iteration 63Q: 3 clusters Score -3.113973e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246694 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -31139656.000000 Penalty: 6166.799805
	Iteration 64Q: 3 clusters Score -3.113966e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246973 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -31139674.000000 Penalty: 6166.799805
	Iteration 65Q: 3 clusters Score -3.113967e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247242 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -31139720.000000 Penalty: 6166.799805
	Iteration 66Q: 3 clusters Score -3.113972e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247484 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -31139776.000000 Penalty: 6166.799805
	Iteration 67Q: 3 clusters Score -3.113978e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247699 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -31139734.000000 Penalty: 6166.799805
	Iteration 68Q: 3 clusters Score -3.113973e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247916 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -31139704.000000 Penalty: 6166.799805
	Iteration 69Q: 3 clusters Score -3.11397e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248131 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -31139756.000000 Penalty: 6166.799805
	Iteration 70Q: 3 clusters Score -3.113976e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248303 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -31139744.000000 Penalty: 6166.799805
	Iteration 71Q: 3 clusters Score -3.113974e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248455 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -31139758.000000 Penalty: 6166.799805
	Iteration 72Q: 3 clusters Score -3.113976e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248586 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -31139798.000000 Penalty: 6166.799805
	Iteration 73Q: 3 clusters Score -3.11398e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248683 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -31139674.000000 Penalty: 6166.799805
	Iteration 74Q: 3 clusters Score -3.113967e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248771 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -31139704.000000 Penalty: 6166.799805
	Iteration 75Q: 3 clusters Score -3.11397e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248858 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -31139758.000000 Penalty: 6166.799805
	Iteration 76Q: 3 clusters Score -3.113976e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248929 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -31139740.000000 Penalty: 6166.799805
	Iteration 77Q: 3 clusters Score -3.113974e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248995 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -31139752.000000 Penalty: 6166.799805
	Iteration 78Q: 3 clusters Score -3.113975e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249060 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -31139694.000000 Penalty: 6166.799805
	Iteration 79Q: 3 clusters Score -3.113969e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249120 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -31139638.000000 Penalty: 6166.799805
	Iteration 80F: 3 clusters Score -3.113964e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249175 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -31139672.000000 Penalty: 6166.799805
	Iteration 81Q: 3 clusters Score -3.113967e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249221 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -31139684.000000 Penalty: 6166.799805
	Iteration 82Q: 3 clusters Score -3.113968e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249265 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -31139624.000000 Penalty: 6166.799805
	Iteration 83Q: 3 clusters Score -3.113962e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249315 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -31139644.000000 Penalty: 6166.799805
	Iteration 84Q: 3 clusters Score -3.113964e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249363 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -31139652.000000 Penalty: 6166.799805
	Iteration 85Q: 3 clusters Score -3.113965e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249396 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -31139594.000000 Penalty: 6166.799805
	Iteration 86Q: 3 clusters Score -3.113959e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249416 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -31139576.000000 Penalty: 6166.799805
	Iteration 87Q: 3 clusters Score -3.113958e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249437 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -31139576.000000 Penalty: 6166.799805
	Iteration 88Q: 3 clusters Score -3.113958e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249457 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -31139588.000000 Penalty: 6166.799805
	Iteration 89Q: 3 clusters Score -3.113959e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249485 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -31139590.000000 Penalty: 6166.799805
	Iteration 90Q: 3 clusters Score -3.113959e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249505 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -31139592.000000 Penalty: 6166.799805
	Iteration 91Q: 3 clusters Score -3.113959e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249526 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -31139596.000000 Penalty: 6166.799805
	Iteration 92Q: 3 clusters Score -3.11396e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249541 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -31139570.000000 Penalty: 6166.799805
	Iteration 93Q: 3 clusters Score -3.113957e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249557 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -31139568.000000 Penalty: 6166.799805
	Iteration 94Q: 3 clusters Score -3.113957e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249570 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -31139568.000000 Penalty: 6166.799805
	Iteration 95Q: 3 clusters Score -3.113957e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249584 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -31139578.000000 Penalty: 6166.799805
	Iteration 96Q: 3 clusters Score -3.113958e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249596 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -31139584.000000 Penalty: 6166.799805
	Iteration 97Q: 3 clusters Score -3.113958e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249611 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -31139550.000000 Penalty: 6166.799805
	Iteration 98Q: 3 clusters Score -3.113955e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249628 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -31139560.000000 Penalty: 6166.799805
	Iteration 99Q: 3 clusters Score -3.113956e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249643 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -31139554.000000 Penalty: 6166.799805
	Iteration 100F: 3 clusters Score -3.113955e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249657 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -31139576.000000 Penalty: 6166.799805
	Iteration 101Q: 3 clusters Score -3.113958e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249668 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -31139572.000000 Penalty: 6166.799805
	Iteration 102Q: 3 clusters Score -3.113957e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249687 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -31139552.000000 Penalty: 6166.799805
	Iteration 103Q: 3 clusters Score -3.113955e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249702 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -31139556.000000 Penalty: 6166.799805
	Iteration 104Q: 3 clusters Score -3.113956e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249711 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -31139546.000000 Penalty: 6166.799805
	Iteration 105Q: 3 clusters Score -3.113955e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249717 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -31139556.000000 Penalty: 6166.799805
	Iteration 106Q: 3 clusters Score -3.113956e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249728 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -31139560.000000 Penalty: 6166.799805
	Iteration 107Q: 3 clusters Score -3.113956e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249738 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -31139540.000000 Penalty: 6166.799805
	Iteration 108Q: 3 clusters Score -3.113954e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249744 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -31139574.000000 Penalty: 6166.799805
	Iteration 109Q: 3 clusters Score -3.113957e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249751 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -31139590.000000 Penalty: 6166.799805
	Iteration 110Q: 3 clusters Score -3.113959e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249751 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -31139584.000000 Penalty: 6166.799805
	Iteration 111Q: 3 clusters Score -3.113958e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249753 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -31139594.000000 Penalty: 6166.799805
	Iteration 112Q: 3 clusters Score -3.113959e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249758 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -31139572.000000 Penalty: 6166.799805
	Iteration 113Q: 3 clusters Score -3.113957e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249760 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -31139588.000000 Penalty: 6166.799805
	Iteration 114Q: 3 clusters Score -3.113959e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249761 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -31139574.000000 Penalty: 6166.799805
	Iteration 115Q: 3 clusters Score -3.113957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249762 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -31139586.000000 Penalty: 6166.799805
	Iteration 116Q: 3 clusters Score -3.113959e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249765 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -31139574.000000 Penalty: 6166.799805
	Iteration 117Q: 3 clusters Score -3.113957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249766 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -31139594.000000 Penalty: 6166.799805
	Iteration 118Q: 3 clusters Score -3.113959e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249769 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -31139578.000000 Penalty: 6166.799805
	Iteration 119Q: 3 clusters Score -3.113958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249772 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -31139574.000000 Penalty: 6166.799805
	Iteration 120F: 3 clusters Score -3.113957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249773 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -31139578.000000 Penalty: 6166.799805
	Iteration 121Q: 3 clusters Score -3.113958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249776 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -31139576.000000 Penalty: 6166.799805
	Iteration 122Q: 3 clusters Score -3.113958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249779 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -31139578.000000 Penalty: 6166.799805
	Iteration 123Q: 3 clusters Score -3.113958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249781 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -31139556.000000 Penalty: 6166.799805
	Iteration 124Q: 3 clusters Score -3.113956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249783 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -31139562.000000 Penalty: 6166.799805
	Iteration 125Q: 3 clusters Score -3.113956e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249787 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -31139540.000000 Penalty: 6166.799805
	Iteration 126Q: 3 clusters Score -3.113954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249789 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -31139540.000000 Penalty: 6166.799805
	Iteration 127Q: 3 clusters Score -3.113954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249790 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -31139542.000000 Penalty: 6166.799805
	Iteration 128Q: 3 clusters Score -3.113954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249791 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -31139540.000000 Penalty: 6166.799805
	Iteration 129Q: 3 clusters Score -3.113954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249793 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -31139546.000000 Penalty: 6166.799805
	Iteration 130Q: 3 clusters Score -3.113955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249795 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -31139552.000000 Penalty: 6166.799805
	Iteration 131Q: 3 clusters Score -3.113955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249797 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -31139546.000000 Penalty: 6166.799805
	Iteration 132Q: 3 clusters Score -3.113955e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249800 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -31139540.000000 Penalty: 6166.799805
	Iteration 133Q: 3 clusters Score -3.113954e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249801 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -31139526.000000 Penalty: 6166.799805
	Iteration 134Q: 3 clusters Score -3.113953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249801 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -31139528.000000 Penalty: 6166.799805
	Iteration 135Q: 3 clusters Score -3.113953e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249801 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -31139528.000000 Penalty: 6166.799805
	Iteration 136F: 3 clusters Score -3.113953e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (97208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97208 members 
Entering Unmasked Estep 
Score: -12215235.000000 Penalty: 2848.182861
	Iteration 0F: 2 clusters Score -1.221524e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48903 members 
Mstep: Class 2 contains 48305 members 
Entering Unmasked Estep 
Score: -12150428.000000 Penalty: 5696.365723
	Iteration 0F: 3 clusters Score -1.215043e+07 nChanged 45883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53416 members 
Mstep: Class 2 contains 43792 members 
Entering Unmasked Estep 
Score: -12177345.000000 Penalty: 5696.365723
	Iteration 1F: 3 clusters Score -1.217734e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56035 members 
Mstep: Class 2 contains 41173 members 
Entering Unmasked Estep 
Score: -12179093.000000 Penalty: 5696.365723
	Iteration 2Q: 3 clusters Score -1.217909e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59755 members 
Mstep: Class 2 contains 37453 members 
Entering Unmasked Estep 
Score: -12181640.000000 Penalty: 5696.365723
	Iteration 3F: 3 clusters Score -1.218164e+07 nChanged 5850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64721 members 
Mstep: Class 2 contains 32487 members 
Entering Unmasked Estep 
Score: -12185269.000000 Penalty: 5696.365723
	Iteration 4F: 3 clusters Score -1.218527e+07 nChanged 6625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70866 members 
Mstep: Class 2 contains 26342 members 
Entering Unmasked Estep 
Score: -12190255.000000 Penalty: 5696.365723
	Iteration 5F: 3 clusters Score -1.219026e+07 nChanged 7178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77800 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -12196266.000000 Penalty: 5696.365723
	Iteration 6F: 3 clusters Score -1.219627e+07 nChanged 6794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84474 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -12202280.000000 Penalty: 5696.365723
	Iteration 7F: 3 clusters Score -1.220228e+07 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89696 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -12206955.000000 Penalty: 5696.365723
	Iteration 8F: 3 clusters Score -1.220696e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93245 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -12210103.000000 Penalty: 5696.365723
	Iteration 9Q: 3 clusters Score -1.22101e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95125 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -12211600.000000 Penalty: 5696.365723
	Iteration 10Q: 3 clusters Score -1.22116e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95990 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -12212253.000000 Penalty: 5696.365723
	Iteration 11Q: 3 clusters Score -1.221225e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96383 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -12212538.000000 Penalty: 5696.365723
	Iteration 12Q: 3 clusters Score -1.221254e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96539 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -12212629.000000 Penalty: 5696.365723
	Iteration 13Q: 3 clusters Score -1.221263e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96624 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -12212682.000000 Penalty: 5696.365723
	Iteration 14Q: 3 clusters Score -1.221268e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96685 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -12212738.000000 Penalty: 5696.365723
	Iteration 15Q: 3 clusters Score -1.221274e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96720 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -12212767.000000 Penalty: 5696.365723
	Iteration 16Q: 3 clusters Score -1.221277e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96744 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -12212784.000000 Penalty: 5696.365723
	Iteration 17Q: 3 clusters Score -1.221278e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96761 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -12212806.000000 Penalty: 5696.365723
	Iteration 18Q: 3 clusters Score -1.221281e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96768 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -12212796.000000 Penalty: 5696.365723
	Iteration 19Q: 3 clusters Score -1.22128e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96771 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -12212804.000000 Penalty: 5696.365723
	Iteration 20F: 3 clusters Score -1.22128e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96778 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -12212817.000000 Penalty: 5696.365723
	Iteration 21Q: 3 clusters Score -1.221282e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96781 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -12212823.000000 Penalty: 5696.365723
	Iteration 22Q: 3 clusters Score -1.221282e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96785 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -12212834.000000 Penalty: 5696.365723
	Iteration 23Q: 3 clusters Score -1.221283e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96787 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -12212828.000000 Penalty: 5696.365723
	Iteration 24Q: 3 clusters Score -1.221283e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96789 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -12212826.000000 Penalty: 5696.365723
	Iteration 25Q: 3 clusters Score -1.221283e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96791 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -12212836.000000 Penalty: 5696.365723
	Iteration 26Q: 3 clusters Score -1.221284e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96792 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -12212838.000000 Penalty: 5696.365723
	Iteration 27Q: 3 clusters Score -1.221284e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96793 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -12212836.000000 Penalty: 5696.365723
	Iteration 28Q: 3 clusters Score -1.221284e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96794 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -12212835.000000 Penalty: 5696.365723
	Iteration 29Q: 3 clusters Score -1.221284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96796 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -12212830.000000 Penalty: 5696.365723
	Iteration 30Q: 3 clusters Score -1.221283e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96798 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -12212829.000000 Penalty: 5696.365723
	Iteration 31Q: 3 clusters Score -1.221283e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96804 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -12212842.000000 Penalty: 5696.365723
	Iteration 32Q: 3 clusters Score -1.221284e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96809 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -12212849.000000 Penalty: 5696.365723
	Iteration 33Q: 3 clusters Score -1.221285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96811 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -12212844.000000 Penalty: 5696.365723
	Iteration 34Q: 3 clusters Score -1.221284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96816 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -12212857.000000 Penalty: 5696.365723
	Iteration 35Q: 3 clusters Score -1.221286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96818 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -12212856.000000 Penalty: 5696.365723
	Iteration 36Q: 3 clusters Score -1.221286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96819 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -12212865.000000 Penalty: 5696.365723
	Iteration 37Q: 3 clusters Score -1.221286e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96819 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -12212865.000000 Penalty: 5696.365723
	Iteration 38F: 3 clusters Score -1.221286e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (187348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187348 members 
Entering Unmasked Estep 
Score: -23303272.000000 Penalty: 3010.899414
	Iteration 0F: 2 clusters Score -2.330327e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93815 members 
Mstep: Class 2 contains 93533 members 
Entering Unmasked Estep 
Score: -23180262.000000 Penalty: 6021.798828
	Iteration 0F: 3 clusters Score -2.318026e+07 nChanged 90084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97479 members 
Mstep: Class 2 contains 89869 members 
Entering Unmasked Estep 
Score: -23234318.000000 Penalty: 6021.798828
	Iteration 1F: 3 clusters Score -2.323432e+07 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100091 members 
Mstep: Class 2 contains 87257 members 
Entering Unmasked Estep 
Score: -23236656.000000 Penalty: 6021.798828
	Iteration 2Q: 3 clusters Score -2.323666e+07 nChanged 8716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104435 members 
Mstep: Class 2 contains 82913 members 
Entering Unmasked Estep 
Score: -23240458.000000 Penalty: 6021.798828
	Iteration 3Q: 3 clusters Score -2.324046e+07 nChanged 10839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110820 members 
Mstep: Class 2 contains 76528 members 
Entering Unmasked Estep 
Score: -23246686.000000 Penalty: 6021.798828
	Iteration 4F: 3 clusters Score -2.324669e+07 nChanged 12912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119256 members 
Mstep: Class 2 contains 68092 members 
Entering Unmasked Estep 
Score: -23255384.000000 Penalty: 6021.798828
	Iteration 5F: 3 clusters Score -2.325538e+07 nChanged 13899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128833 members 
Mstep: Class 2 contains 58515 members 
Entering Unmasked Estep 
Score: -23266468.000000 Penalty: 6021.798828
	Iteration 6F: 3 clusters Score -2.326647e+07 nChanged 12809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137548 members 
Mstep: Class 2 contains 49800 members 
Entering Unmasked Estep 
Score: -23277384.000000 Penalty: 6021.798828
	Iteration 7F: 3 clusters Score -2.327738e+07 nChanged 9849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143695 members 
Mstep: Class 2 contains 43653 members 
Entering Unmasked Estep 
Score: -23285048.000000 Penalty: 6021.798828
	Iteration 8F: 3 clusters Score -2.328505e+07 nChanged 6842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147847 members 
Mstep: Class 2 contains 39501 members 
Entering Unmasked Estep 
Score: -23289300.000000 Penalty: 6021.798828
	Iteration 9Q: 3 clusters Score -2.32893e+07 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151219 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -23291742.000000 Penalty: 6021.798828
	Iteration 10Q: 3 clusters Score -2.329174e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154332 members 
Mstep: Class 2 contains 33016 members 
Entering Unmasked Estep 
Score: -23293546.000000 Penalty: 6021.798828
	Iteration 11Q: 3 clusters Score -2.329355e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157173 members 
Mstep: Class 2 contains 30175 members 
Entering Unmasked Estep 
Score: -23295032.000000 Penalty: 6021.798828
	Iteration 12Q: 3 clusters Score -2.329503e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159785 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -23296234.000000 Penalty: 6021.798828
	Iteration 13Q: 3 clusters Score -2.329623e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162166 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -23297214.000000 Penalty: 6021.798828
	Iteration 14Q: 3 clusters Score -2.329721e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164271 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -23297950.000000 Penalty: 6021.798828
	Iteration 15Q: 3 clusters Score -2.329795e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166139 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -23298560.000000 Penalty: 6021.798828
	Iteration 16Q: 3 clusters Score -2.329856e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167900 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -23299140.000000 Penalty: 6021.798828
	Iteration 17Q: 3 clusters Score -2.329914e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169467 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -23299450.000000 Penalty: 6021.798828
	Iteration 18Q: 3 clusters Score -2.329945e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170884 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -23299756.000000 Penalty: 6021.798828
	Iteration 19Q: 3 clusters Score -2.329976e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172165 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -23299982.000000 Penalty: 6021.798828
	Iteration 20F: 3 clusters Score -2.329998e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173359 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -23300098.000000 Penalty: 6021.798828
	Iteration 21Q: 3 clusters Score -2.33001e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174507 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -23300262.000000 Penalty: 6021.798828
	Iteration 22Q: 3 clusters Score -2.330026e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175640 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -23300446.000000 Penalty: 6021.798828
	Iteration 23Q: 3 clusters Score -2.330045e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176693 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -23300608.000000 Penalty: 6021.798828
	Iteration 24Q: 3 clusters Score -2.330061e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177628 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -23300786.000000 Penalty: 6021.798828
	Iteration 25Q: 3 clusters Score -2.330079e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178463 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -23300988.000000 Penalty: 6021.798828
	Iteration 26Q: 3 clusters Score -2.330099e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179217 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -23301100.000000 Penalty: 6021.798828
	Iteration 27Q: 3 clusters Score -2.33011e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179867 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -23301136.000000 Penalty: 6021.798828
	Iteration 28Q: 3 clusters Score -2.330114e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180454 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -23301176.000000 Penalty: 6021.798828
	Iteration 29Q: 3 clusters Score -2.330118e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180987 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -23301312.000000 Penalty: 6021.798828
	Iteration 30Q: 3 clusters Score -2.330131e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181455 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -23301336.000000 Penalty: 6021.798828
	Iteration 31Q: 3 clusters Score -2.330134e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181896 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -23301384.000000 Penalty: 6021.798828
	Iteration 32Q: 3 clusters Score -2.330138e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182294 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -23301362.000000 Penalty: 6021.798828
	Iteration 33Q: 3 clusters Score -2.330136e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182647 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -23301418.000000 Penalty: 6021.798828
	Iteration 34Q: 3 clusters Score -2.330142e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182976 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -23301414.000000 Penalty: 6021.798828
	Iteration 35Q: 3 clusters Score -2.330141e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183255 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -23301392.000000 Penalty: 6021.798828
	Iteration 36Q: 3 clusters Score -2.330139e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183513 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -23301436.000000 Penalty: 6021.798828
	Iteration 37Q: 3 clusters Score -2.330144e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183721 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -23301406.000000 Penalty: 6021.798828
	Iteration 38Q: 3 clusters Score -2.330141e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183895 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -23301406.000000 Penalty: 6021.798828
	Iteration 39Q: 3 clusters Score -2.330141e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184044 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -23301408.000000 Penalty: 6021.798828
	Iteration 40F: 3 clusters Score -2.330141e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184168 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -23301448.000000 Penalty: 6021.798828
	Iteration 41Q: 3 clusters Score -2.330145e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184300 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -23301408.000000 Penalty: 6021.798828
	Iteration 42Q: 3 clusters Score -2.330141e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184404 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -23301382.000000 Penalty: 6021.798828
	Iteration 43Q: 3 clusters Score -2.330138e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184491 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -23301394.000000 Penalty: 6021.798828
	Iteration 44Q: 3 clusters Score -2.330139e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184570 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -23301400.000000 Penalty: 6021.798828
	Iteration 45Q: 3 clusters Score -2.33014e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184644 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -23301414.000000 Penalty: 6021.798828
	Iteration 46Q: 3 clusters Score -2.330141e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184716 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -23301412.000000 Penalty: 6021.798828
	Iteration 47Q: 3 clusters Score -2.330141e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184784 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -23301448.000000 Penalty: 6021.798828
	Iteration 48Q: 3 clusters Score -2.330145e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184838 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -23301424.000000 Penalty: 6021.798828
	Iteration 49Q: 3 clusters Score -2.330142e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184894 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -23301448.000000 Penalty: 6021.798828
	Iteration 50Q: 3 clusters Score -2.330145e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184949 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -23301444.000000 Penalty: 6021.798828
	Iteration 51Q: 3 clusters Score -2.330144e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185005 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -23301476.000000 Penalty: 6021.798828
	Iteration 52Q: 3 clusters Score -2.330148e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185057 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -23301446.000000 Penalty: 6021.798828
	Iteration 53Q: 3 clusters Score -2.330145e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185112 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -23301464.000000 Penalty: 6021.798828
	Iteration 54Q: 3 clusters Score -2.330146e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185162 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -23301496.000000 Penalty: 6021.798828
	Iteration 55Q: 3 clusters Score -2.33015e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185211 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -23301482.000000 Penalty: 6021.798828
	Iteration 56Q: 3 clusters Score -2.330148e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185254 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -23301458.000000 Penalty: 6021.798828
	Iteration 57Q: 3 clusters Score -2.330146e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185286 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -23301454.000000 Penalty: 6021.798828
	Iteration 58Q: 3 clusters Score -2.330145e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185314 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -23301446.000000 Penalty: 6021.798828
	Iteration 59Q: 3 clusters Score -2.330145e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185343 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -23301440.000000 Penalty: 6021.798828
	Iteration 60F: 3 clusters Score -2.330144e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185364 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -23301440.000000 Penalty: 6021.798828
	Iteration 61Q: 3 clusters Score -2.330144e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185384 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -23301448.000000 Penalty: 6021.798828
	Iteration 62Q: 3 clusters Score -2.330145e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185402 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -23301422.000000 Penalty: 6021.798828
	Iteration 63Q: 3 clusters Score -2.330142e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185416 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -23301432.000000 Penalty: 6021.798828
	Iteration 64Q: 3 clusters Score -2.330143e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185427 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -23301428.000000 Penalty: 6021.798828
	Iteration 65Q: 3 clusters Score -2.330143e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185442 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -23301440.000000 Penalty: 6021.798828
	Iteration 66Q: 3 clusters Score -2.330144e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185454 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -23301434.000000 Penalty: 6021.798828
	Iteration 67Q: 3 clusters Score -2.330143e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185460 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -23301426.000000 Penalty: 6021.798828
	Iteration 68Q: 3 clusters Score -2.330143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185465 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -23301416.000000 Penalty: 6021.798828
	Iteration 69Q: 3 clusters Score -2.330142e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185469 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -23301440.000000 Penalty: 6021.798828
	Iteration 70Q: 3 clusters Score -2.330144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185472 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -23301442.000000 Penalty: 6021.798828
	Iteration 71Q: 3 clusters Score -2.330144e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185475 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -23301438.000000 Penalty: 6021.798828
	Iteration 72Q: 3 clusters Score -2.330144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185477 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -23301436.000000 Penalty: 6021.798828
	Iteration 73Q: 3 clusters Score -2.330144e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185477 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -23301436.000000 Penalty: 6021.798828
	Iteration 74F: 3 clusters Score -2.330144e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Entering Unmasked Estep 
Score: -374856.500000 Penalty: 1988.374023
	Iteration 0F: 2 clusters Score -374856.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -371622.468750 Penalty: 3976.748047
	Iteration 0F: 3 clusters Score -371622.5 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -372209.312500 Penalty: 3976.748047
	Iteration 1F: 3 clusters Score -372209.3 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -372366.843750 Penalty: 3976.748047
	Iteration 2F: 3 clusters Score -372366.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -372466.562500 Penalty: 3976.748047
	Iteration 3F: 3 clusters Score -372466.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -372528.218750 Penalty: 3976.748047
	Iteration 4Q: 3 clusters Score -372528.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -372569.343750 Penalty: 3976.748047
	Iteration 5Q: 3 clusters Score -372569.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -372601.625000 Penalty: 3976.748047
	Iteration 6Q: 3 clusters Score -372601.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -372626.531250 Penalty: 3976.748047
	Iteration 7Q: 3 clusters Score -372626.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -372643.906250 Penalty: 3976.748047
	Iteration 8Q: 3 clusters Score -372643.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -372656.406250 Penalty: 3976.748047
	Iteration 9Q: 3 clusters Score -372656.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -372674.500000 Penalty: 3976.748047
	Iteration 10Q: 3 clusters Score -372674.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -372694.968750 Penalty: 3976.748047
	Iteration 11Q: 3 clusters Score -372695 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -372713.937500 Penalty: 3976.748047
	Iteration 12Q: 3 clusters Score -372713.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -372724.062500 Penalty: 3976.748047
	Iteration 13Q: 3 clusters Score -372724.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -372734.281250 Penalty: 3976.748047
	Iteration 14Q: 3 clusters Score -372734.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -372743.062500 Penalty: 3976.748047
	Iteration 15Q: 3 clusters Score -372743.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -372749.468750 Penalty: 3976.748047
	Iteration 16Q: 3 clusters Score -372749.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -372755.031250 Penalty: 3976.748047
	Iteration 17Q: 3 clusters Score -372755 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -372761.250000 Penalty: 3976.748047
	Iteration 18Q: 3 clusters Score -372761.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -372767.000000 Penalty: 3976.748047
	Iteration 19Q: 3 clusters Score -372767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -372772.406250 Penalty: 3976.748047
	Iteration 20F: 3 clusters Score -372772.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -372777.218750 Penalty: 3976.748047
	Iteration 21Q: 3 clusters Score -372777.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -372780.375000 Penalty: 3976.748047
	Iteration 22Q: 3 clusters Score -372780.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -372782.281250 Penalty: 3976.748047
	Iteration 23Q: 3 clusters Score -372782.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -372784.187500 Penalty: 3976.748047
	Iteration 24Q: 3 clusters Score -372784.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -372788.875000 Penalty: 3976.748047
	Iteration 25Q: 3 clusters Score -372788.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -372792.906250 Penalty: 3976.748047
	Iteration 26Q: 3 clusters Score -372792.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -372800.375000 Penalty: 3976.748047
	Iteration 27Q: 3 clusters Score -372800.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -372807.250000 Penalty: 3976.748047
	Iteration 28Q: 3 clusters Score -372807.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -372815.093750 Penalty: 3976.748047
	Iteration 29Q: 3 clusters Score -372815.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -372820.312500 Penalty: 3976.748047
	Iteration 30Q: 3 clusters Score -372820.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -372827.000000 Penalty: 3976.748047
	Iteration 31Q: 3 clusters Score -372827 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -372831.656250 Penalty: 3976.748047
	Iteration 32Q: 3 clusters Score -372831.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -372837.375000 Penalty: 3976.748047
	Iteration 33Q: 3 clusters Score -372837.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -372842.656250 Penalty: 3976.748047
	Iteration 34Q: 3 clusters Score -372842.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -372849.531250 Penalty: 3976.748047
	Iteration 35Q: 3 clusters Score -372849.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -372858.343750 Penalty: 3976.748047
	Iteration 36Q: 3 clusters Score -372858.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -372869.281250 Penalty: 3976.748047
	Iteration 37Q: 3 clusters Score -372869.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -372880.843750 Penalty: 3976.748047
	Iteration 38Q: 3 clusters Score -372880.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -372896.781250 Penalty: 3976.748047
	Iteration 39Q: 3 clusters Score -372896.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -372910.750000 Penalty: 3976.748047
	Iteration 40F: 3 clusters Score -372910.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -372926.500000 Penalty: 3976.748047
	Iteration 41Q: 3 clusters Score -372926.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -372937.937500 Penalty: 3976.748047
	Iteration 42Q: 3 clusters Score -372937.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -372949.343750 Penalty: 3976.748047
	Iteration 43Q: 3 clusters Score -372949.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -372958.656250 Penalty: 3976.748047
	Iteration 44Q: 3 clusters Score -372958.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -372976.562500 Penalty: 3976.748047
	Iteration 45Q: 3 clusters Score -372976.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -372995.218750 Penalty: 3976.748047
	Iteration 46Q: 3 clusters Score -372995.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -373016.000000 Penalty: 3976.748047
	Iteration 47Q: 3 clusters Score -373016 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -373030.875000 Penalty: 3976.748047
	Iteration 48Q: 3 clusters Score -373030.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -373048.000000 Penalty: 3976.748047
	Iteration 49Q: 3 clusters Score -373048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -373064.843750 Penalty: 3976.748047
	Iteration 50Q: 3 clusters Score -373064.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -373081.062500 Penalty: 3976.748047
	Iteration 51Q: 3 clusters Score -373081.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -373107.156250 Penalty: 3976.748047
	Iteration 52Q: 3 clusters Score -373107.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -373123.531250 Penalty: 3976.748047
	Iteration 53Q: 3 clusters Score -373123.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -373140.656250 Penalty: 3976.748047
	Iteration 54Q: 3 clusters Score -373140.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -373147.406250 Penalty: 3976.748047
	Iteration 55Q: 3 clusters Score -373147.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -373150.812500 Penalty: 3976.748047
	Iteration 56Q: 3 clusters Score -373150.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -373153.812500 Penalty: 3976.748047
	Iteration 57Q: 3 clusters Score -373153.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -373155.375000 Penalty: 3976.748047
	Iteration 58Q: 3 clusters Score -373155.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -373157.437500 Penalty: 3976.748047
	Iteration 59Q: 3 clusters Score -373157.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -373161.031250 Penalty: 3976.748047
	Iteration 60F: 3 clusters Score -373161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -373164.531250 Penalty: 3976.748047
	Iteration 61Q: 3 clusters Score -373164.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -373165.156250 Penalty: 3976.748047
	Iteration 62Q: 3 clusters Score -373165.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -373165.812500 Penalty: 3976.748047
	Iteration 63Q: 3 clusters Score -373165.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -373165.812500 Penalty: 3976.748047
	Iteration 64F: 3 clusters Score -373165.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Entering Unmasked Estep 
Score: -508703.593750 Penalty: 2078.125732
	Iteration 0F: 2 clusters Score -508703.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -504567.687500 Penalty: 4156.251465
	Iteration 0F: 3 clusters Score -504567.7 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -505803.187500 Penalty: 4156.251465
	Iteration 1F: 3 clusters Score -505803.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -506235.125000 Penalty: 4156.251465
	Iteration 2F: 3 clusters Score -506235.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -506554.375000 Penalty: 4156.251465
	Iteration 3F: 3 clusters Score -506554.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -506806.687500 Penalty: 4156.251465
	Iteration 4F: 3 clusters Score -506806.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -507006.125000 Penalty: 4156.251465
	Iteration 5F: 3 clusters Score -507006.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -507196.406250 Penalty: 4156.251465
	Iteration 6Q: 3 clusters Score -507196.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -507371.812500 Penalty: 4156.251465
	Iteration 7Q: 3 clusters Score -507371.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -507474.906250 Penalty: 4156.251465
	Iteration 8Q: 3 clusters Score -507474.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -507534.906250 Penalty: 4156.251465
	Iteration 9Q: 3 clusters Score -507534.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -507578.031250 Penalty: 4156.251465
	Iteration 10Q: 3 clusters Score -507578 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -507604.281250 Penalty: 4156.251465
	Iteration 11Q: 3 clusters Score -507604.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -507629.250000 Penalty: 4156.251465
	Iteration 12Q: 3 clusters Score -507629.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -507643.781250 Penalty: 4156.251465
	Iteration 13Q: 3 clusters Score -507643.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -507655.937500 Penalty: 4156.251465
	Iteration 14Q: 3 clusters Score -507655.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -507661.843750 Penalty: 4156.251465
	Iteration 15Q: 3 clusters Score -507661.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -507666.218750 Penalty: 4156.251465
	Iteration 16Q: 3 clusters Score -507666.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -507669.375000 Penalty: 4156.251465
	Iteration 17Q: 3 clusters Score -507669.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -507674.125000 Penalty: 4156.251465
	Iteration 18Q: 3 clusters Score -507674.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -507677.062500 Penalty: 4156.251465
	Iteration 19Q: 3 clusters Score -507677.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -507678.218750 Penalty: 4156.251465
	Iteration 20F: 3 clusters Score -507678.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -507679.250000 Penalty: 4156.251465
	Iteration 21Q: 3 clusters Score -507679.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -507680.093750 Penalty: 4156.251465
	Iteration 22Q: 3 clusters Score -507680.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -507680.093750 Penalty: 4156.251465
	Iteration 23F: 3 clusters Score -507680.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Entering Unmasked Estep 
Score: -3608701.500000 Penalty: 2545.348633
	Iteration 0F: 2 clusters Score -3608702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -3588941.500000 Penalty: 5090.697266
	Iteration 0F: 3 clusters Score -3588942 nChanged 12856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -3595852.500000 Penalty: 5090.697266
	Iteration 1F: 3 clusters Score -3595852 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -3596309.500000 Penalty: 5090.697266
	Iteration 2Q: 3 clusters Score -3596310 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -3596688.250000 Penalty: 5090.697266
	Iteration 3Q: 3 clusters Score -3596688 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -3597153.500000 Penalty: 5090.697266
	Iteration 4Q: 3 clusters Score -3597154 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -3597669.750000 Penalty: 5090.697266
	Iteration 5Q: 3 clusters Score -3597670 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -3598338.750000 Penalty: 5090.697266
	Iteration 6Q: 3 clusters Score -3598339 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -3599203.250000 Penalty: 5090.697266
	Iteration 7F: 3 clusters Score -3599203 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -3600356.500000 Penalty: 5090.697266
	Iteration 8F: 3 clusters Score -3600356 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -3601733.250000 Penalty: 5090.697266
	Iteration 9F: 3 clusters Score -3601733 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -3603004.250000 Penalty: 5090.697266
	Iteration 10F: 3 clusters Score -3603004 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -3603942.750000 Penalty: 5090.697266
	Iteration 11Q: 3 clusters Score -3603943 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -3604536.500000 Penalty: 5090.697266
	Iteration 12Q: 3 clusters Score -3604536 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -3604947.000000 Penalty: 5090.697266
	Iteration 13Q: 3 clusters Score -3604947 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -3605230.750000 Penalty: 5090.697266
	Iteration 14Q: 3 clusters Score -3605231 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -3605448.750000 Penalty: 5090.697266
	Iteration 15Q: 3 clusters Score -3605449 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 24351 members 
Entering Unmasked Estep 
Score: -3605651.750000 Penalty: 5090.697266
	Iteration 16Q: 3 clusters Score -3605652 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 24715 members 
Entering Unmasked Estep 
Score: -3605794.000000 Penalty: 5090.697266
	Iteration 17Q: 3 clusters Score -3605794 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -3605953.250000 Penalty: 5090.697266
	Iteration 18Q: 3 clusters Score -3605953 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 25355 members 
Entering Unmasked Estep 
Score: -3606100.000000 Penalty: 5090.697266
	Iteration 19Q: 3 clusters Score -3606100 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -3606238.500000 Penalty: 5090.697266
	Iteration 20F: 3 clusters Score -3606238 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -3606367.500000 Penalty: 5090.697266
	Iteration 21Q: 3 clusters Score -3606368 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -3606478.000000 Penalty: 5090.697266
	Iteration 22Q: 3 clusters Score -3606478 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 26380 members 
Entering Unmasked Estep 
Score: -3606583.500000 Penalty: 5090.697266
	Iteration 23Q: 3 clusters Score -3606584 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -3606659.250000 Penalty: 5090.697266
	Iteration 24Q: 3 clusters Score -3606659 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -3606750.250000 Penalty: 5090.697266
	Iteration 25Q: 3 clusters Score -3606750 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 26848 members 
Entering Unmasked Estep 
Score: -3606797.500000 Penalty: 5090.697266
	Iteration 26Q: 3 clusters Score -3606798 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -3606826.250000 Penalty: 5090.697266
	Iteration 27Q: 3 clusters Score -3606826 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -3606859.750000 Penalty: 5090.697266
	Iteration 28Q: 3 clusters Score -3606860 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -3606887.750000 Penalty: 5090.697266
	Iteration 29Q: 3 clusters Score -3606888 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -3606907.750000 Penalty: 5090.697266
	Iteration 30Q: 3 clusters Score -3606908 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -3606935.250000 Penalty: 5090.697266
	Iteration 31Q: 3 clusters Score -3606935 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -3606960.250000 Penalty: 5090.697266
	Iteration 32Q: 3 clusters Score -3606960 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -3606993.500000 Penalty: 5090.697266
	Iteration 33Q: 3 clusters Score -3606994 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -3607011.750000 Penalty: 5090.697266
	Iteration 34Q: 3 clusters Score -3607012 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -3607040.000000 Penalty: 5090.697266
	Iteration 35Q: 3 clusters Score -3607040 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -3607047.000000 Penalty: 5090.697266
	Iteration 36Q: 3 clusters Score -3607047 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -3607049.500000 Penalty: 5090.697266
	Iteration 37Q: 3 clusters Score -3607050 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -3607058.250000 Penalty: 5090.697266
	Iteration 38Q: 3 clusters Score -3607058 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -3607069.500000 Penalty: 5090.697266
	Iteration 39Q: 3 clusters Score -3607070 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -3607083.750000 Penalty: 5090.697266
	Iteration 40F: 3 clusters Score -3607084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -3607090.750000 Penalty: 5090.697266
	Iteration 41Q: 3 clusters Score -3607091 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -3607102.000000 Penalty: 5090.697266
	Iteration 42Q: 3 clusters Score -3607102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -3607099.500000 Penalty: 5090.697266
	Iteration 43Q: 3 clusters Score -3607100 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -3607106.750000 Penalty: 5090.697266
	Iteration 44Q: 3 clusters Score -3607107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 27711 members 
Entering Unmasked Estep 
Score: -3607110.750000 Penalty: 5090.697266
	Iteration 45Q: 3 clusters Score -3607111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -3607121.000000 Penalty: 5090.697266
	Iteration 46Q: 3 clusters Score -3607121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 27730 members 
Entering Unmasked Estep 
Score: -3607117.500000 Penalty: 5090.697266
	Iteration 47Q: 3 clusters Score -3607118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -3607118.000000 Penalty: 5090.697266
	Iteration 48Q: 3 clusters Score -3607118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -3607118.500000 Penalty: 5090.697266
	Iteration 49Q: 3 clusters Score -3607118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 27735 members 
Entering Unmasked Estep 
Score: -3607121.250000 Penalty: 5090.697266
	Iteration 50Q: 3 clusters Score -3607121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -3607123.250000 Penalty: 5090.697266
	Iteration 51Q: 3 clusters Score -3607123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -3607122.500000 Penalty: 5090.697266
	Iteration 52Q: 3 clusters Score -3607122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -3607126.000000 Penalty: 5090.697266
	Iteration 53Q: 3 clusters Score -3607126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -3607125.500000 Penalty: 5090.697266
	Iteration 54Q: 3 clusters Score -3607126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 27740 members 
Entering Unmasked Estep 
Score: -3607123.000000 Penalty: 5090.697266
	Iteration 55Q: 3 clusters Score -3607123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 27742 members 
Entering Unmasked Estep 
Score: -3607120.000000 Penalty: 5090.697266
	Iteration 56Q: 3 clusters Score -3607120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 27743 members 
Entering Unmasked Estep 
Score: -3607120.500000 Penalty: 5090.697266
	Iteration 57Q: 3 clusters Score -3607120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 27744 members 
Entering Unmasked Estep 
Score: -3607123.000000 Penalty: 5090.697266
	Iteration 58Q: 3 clusters Score -3607123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
Score: -3607122.250000 Penalty: 5090.697266
	Iteration 59Q: 3 clusters Score -3607122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 27746 members 
Entering Unmasked Estep 
Score: -3607124.250000 Penalty: 5090.697266
	Iteration 60F: 3 clusters Score -3607124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Entering Unmasked Estep 
Score: -2447598.000000 Penalty: 2447.524658
	Iteration 0F: 2 clusters Score -2447598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -2433940.500000 Penalty: 4895.049316
	Iteration 0F: 3 clusters Score -2433940 nChanged 8485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -2438421.500000 Penalty: 4895.049316
	Iteration 1F: 3 clusters Score -2438422 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -2438760.250000 Penalty: 4895.049316
	Iteration 2F: 3 clusters Score -2438760 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -2439021.000000 Penalty: 4895.049316
	Iteration 3Q: 3 clusters Score -2439021 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -2439250.250000 Penalty: 4895.049316
	Iteration 4Q: 3 clusters Score -2439250 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -2439422.750000 Penalty: 4895.049316
	Iteration 5Q: 3 clusters Score -2439423 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -2439570.750000 Penalty: 4895.049316
	Iteration 6Q: 3 clusters Score -2439571 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -2439735.000000 Penalty: 4895.049316
	Iteration 7Q: 3 clusters Score -2439735 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -2439878.000000 Penalty: 4895.049316
	Iteration 8Q: 3 clusters Score -2439878 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -2440055.500000 Penalty: 4895.049316
	Iteration 9Q: 3 clusters Score -2440056 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -2440293.750000 Penalty: 4895.049316
	Iteration 10Q: 3 clusters Score -2440294 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -2440575.750000 Penalty: 4895.049316
	Iteration 11Q: 3 clusters Score -2440576 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -2440926.000000 Penalty: 4895.049316
	Iteration 12Q: 3 clusters Score -2440926 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -2441441.000000 Penalty: 4895.049316
	Iteration 13Q: 3 clusters Score -2441441 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -2442164.000000 Penalty: 4895.049316
	Iteration 14F: 3 clusters Score -2442164 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -2443005.500000 Penalty: 4895.049316
	Iteration 15F: 3 clusters Score -2443006 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -2443809.250000 Penalty: 4895.049316
	Iteration 16Q: 3 clusters Score -2443809 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -2444283.250000 Penalty: 4895.049316
	Iteration 17Q: 3 clusters Score -2444283 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -2444487.750000 Penalty: 4895.049316
	Iteration 18Q: 3 clusters Score -2444488 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -2444583.000000 Penalty: 4895.049316
	Iteration 19Q: 3 clusters Score -2444583 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -2444659.750000 Penalty: 4895.049316
	Iteration 20F: 3 clusters Score -2444660 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -2444706.500000 Penalty: 4895.049316
	Iteration 21Q: 3 clusters Score -2444706 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -2444743.750000 Penalty: 4895.049316
	Iteration 22Q: 3 clusters Score -2444744 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -2444768.500000 Penalty: 4895.049316
	Iteration 23Q: 3 clusters Score -2444768 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -2444795.000000 Penalty: 4895.049316
	Iteration 24Q: 3 clusters Score -2444795 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 15291 members 
Entering Unmasked Estep 
Score: -2444830.250000 Penalty: 4895.049316
	Iteration 25Q: 3 clusters Score -2444830 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -2444846.250000 Penalty: 4895.049316
	Iteration 26Q: 3 clusters Score -2444846 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -2444877.750000 Penalty: 4895.049316
	Iteration 27Q: 3 clusters Score -2444878 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -2444904.000000 Penalty: 4895.049316
	Iteration 28Q: 3 clusters Score -2444904 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 15669 members 
Entering Unmasked Estep 
Score: -2444930.750000 Penalty: 4895.049316
	Iteration 29Q: 3 clusters Score -2444931 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -2444949.250000 Penalty: 4895.049316
	Iteration 30Q: 3 clusters Score -2444949 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -2444976.000000 Penalty: 4895.049316
	Iteration 31Q: 3 clusters Score -2444976 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -2444987.750000 Penalty: 4895.049316
	Iteration 32Q: 3 clusters Score -2444988 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -2445000.250000 Penalty: 4895.049316
	Iteration 33Q: 3 clusters Score -2445000 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -2445026.750000 Penalty: 4895.049316
	Iteration 34Q: 3 clusters Score -2445027 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -2445050.250000 Penalty: 4895.049316
	Iteration 35Q: 3 clusters Score -2445050 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -2445068.750000 Penalty: 4895.049316
	Iteration 36Q: 3 clusters Score -2445069 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -2445088.000000 Penalty: 4895.049316
	Iteration 37Q: 3 clusters Score -2445088 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -2445102.250000 Penalty: 4895.049316
	Iteration 38Q: 3 clusters Score -2445102 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -2445112.250000 Penalty: 4895.049316
	Iteration 39Q: 3 clusters Score -2445112 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -2445128.000000 Penalty: 4895.049316
	Iteration 40F: 3 clusters Score -2445128 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -2445145.500000 Penalty: 4895.049316
	Iteration 41Q: 3 clusters Score -2445146 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -2445160.000000 Penalty: 4895.049316
	Iteration 42Q: 3 clusters Score -2445160 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -2445169.750000 Penalty: 4895.049316
	Iteration 43Q: 3 clusters Score -2445170 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -2445184.000000 Penalty: 4895.049316
	Iteration 44Q: 3 clusters Score -2445184 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -2445200.500000 Penalty: 4895.049316
	Iteration 45Q: 3 clusters Score -2445200 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -2445199.250000 Penalty: 4895.049316
	Iteration 46Q: 3 clusters Score -2445199 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -2445205.500000 Penalty: 4895.049316
	Iteration 47Q: 3 clusters Score -2445206 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -2445211.500000 Penalty: 4895.049316
	Iteration 48Q: 3 clusters Score -2445212 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -2445226.750000 Penalty: 4895.049316
	Iteration 49Q: 3 clusters Score -2445227 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -2445243.750000 Penalty: 4895.049316
	Iteration 50Q: 3 clusters Score -2445244 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -2445262.250000 Penalty: 4895.049316
	Iteration 51Q: 3 clusters Score -2445262 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -2445275.750000 Penalty: 4895.049316
	Iteration 52Q: 3 clusters Score -2445276 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -2445298.000000 Penalty: 4895.049316
	Iteration 53Q: 3 clusters Score -2445298 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -2445305.500000 Penalty: 4895.049316
	Iteration 54Q: 3 clusters Score -2445306 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -2445326.250000 Penalty: 4895.049316
	Iteration 55Q: 3 clusters Score -2445326 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -2445327.500000 Penalty: 4895.049316
	Iteration 56Q: 3 clusters Score -2445328 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -2445335.750000 Penalty: 4895.049316
	Iteration 57Q: 3 clusters Score -2445336 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 17318 members 
Entering Unmasked Estep 
Score: -2445348.250000 Penalty: 4895.049316
	Iteration 58Q: 3 clusters Score -2445348 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -2445358.250000 Penalty: 4895.049316
	Iteration 59Q: 3 clusters Score -2445358 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -2445367.000000 Penalty: 4895.049316
	Iteration 60F: 3 clusters Score -2445367 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -2445373.000000 Penalty: 4895.049316
	Iteration 61Q: 3 clusters Score -2445373 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -2445381.750000 Penalty: 4895.049316
	Iteration 62Q: 3 clusters Score -2445382 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -2445393.250000 Penalty: 4895.049316
	Iteration 63Q: 3 clusters Score -2445393 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -2445402.000000 Penalty: 4895.049316
	Iteration 64Q: 3 clusters Score -2445402 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -2445410.250000 Penalty: 4895.049316
	Iteration 65Q: 3 clusters Score -2445410 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -2445421.750000 Penalty: 4895.049316
	Iteration 66Q: 3 clusters Score -2445422 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -2445432.250000 Penalty: 4895.049316
	Iteration 67Q: 3 clusters Score -2445432 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -2445444.500000 Penalty: 4895.049316
	Iteration 68Q: 3 clusters Score -2445444 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -2445454.500000 Penalty: 4895.049316
	Iteration 69Q: 3 clusters Score -2445454 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -2445467.500000 Penalty: 4895.049316
	Iteration 70Q: 3 clusters Score -2445468 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -2445466.750000 Penalty: 4895.049316
	Iteration 71Q: 3 clusters Score -2445467 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -2445476.500000 Penalty: 4895.049316
	Iteration 72Q: 3 clusters Score -2445476 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -2445483.750000 Penalty: 4895.049316
	Iteration 73Q: 3 clusters Score -2445484 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -2445493.000000 Penalty: 4895.049316
	Iteration 74Q: 3 clusters Score -2445493 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -2445500.500000 Penalty: 4895.049316
	Iteration 75Q: 3 clusters Score -2445500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -2445507.000000 Penalty: 4895.049316
	Iteration 76Q: 3 clusters Score -2445507 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -2445517.250000 Penalty: 4895.049316
	Iteration 77Q: 3 clusters Score -2445517 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -2445526.250000 Penalty: 4895.049316
	Iteration 78Q: 3 clusters Score -2445526 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -2445532.000000 Penalty: 4895.049316
	Iteration 79Q: 3 clusters Score -2445532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -2445538.750000 Penalty: 4895.049316
	Iteration 80F: 3 clusters Score -2445539 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -2445547.250000 Penalty: 4895.049316
	Iteration 81Q: 3 clusters Score -2445547 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -2445552.000000 Penalty: 4895.049316
	Iteration 82Q: 3 clusters Score -2445552 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -2445552.250000 Penalty: 4895.049316
	Iteration 83Q: 3 clusters Score -2445552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -2445559.500000 Penalty: 4895.049316
	Iteration 84Q: 3 clusters Score -2445560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -2445562.500000 Penalty: 4895.049316
	Iteration 85Q: 3 clusters Score -2445562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -2445565.000000 Penalty: 4895.049316
	Iteration 86Q: 3 clusters Score -2445565 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -2445573.000000 Penalty: 4895.049316
	Iteration 87Q: 3 clusters Score -2445573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -2445569.750000 Penalty: 4895.049316
	Iteration 88Q: 3 clusters Score -2445570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -2445567.750000 Penalty: 4895.049316
	Iteration 89Q: 3 clusters Score -2445568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -2445573.000000 Penalty: 4895.049316
	Iteration 90Q: 3 clusters Score -2445573 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -2445575.500000 Penalty: 4895.049316
	Iteration 91Q: 3 clusters Score -2445576 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -2445586.750000 Penalty: 4895.049316
	Iteration 92Q: 3 clusters Score -2445587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -2445581.000000 Penalty: 4895.049316
	Iteration 93Q: 3 clusters Score -2445581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -2445584.500000 Penalty: 4895.049316
	Iteration 94Q: 3 clusters Score -2445584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -2445585.750000 Penalty: 4895.049316
	Iteration 95Q: 3 clusters Score -2445586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -2445590.750000 Penalty: 4895.049316
	Iteration 96Q: 3 clusters Score -2445591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -2445599.000000 Penalty: 4895.049316
	Iteration 97Q: 3 clusters Score -2445599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -2445599.500000 Penalty: 4895.049316
	Iteration 98Q: 3 clusters Score -2445600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -2445596.500000 Penalty: 4895.049316
	Iteration 99Q: 3 clusters Score -2445596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -2445603.500000 Penalty: 4895.049316
	Iteration 100F: 3 clusters Score -2445604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -2445605.750000 Penalty: 4895.049316
	Iteration 101Q: 3 clusters Score -2445606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -2445610.500000 Penalty: 4895.049316
	Iteration 102Q: 3 clusters Score -2445610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -2445615.750000 Penalty: 4895.049316
	Iteration 103Q: 3 clusters Score -2445616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -2445617.000000 Penalty: 4895.049316
	Iteration 104Q: 3 clusters Score -2445617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -2445615.750000 Penalty: 4895.049316
	Iteration 105Q: 3 clusters Score -2445616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -2445613.250000 Penalty: 4895.049316
	Iteration 106Q: 3 clusters Score -2445613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -2445616.000000 Penalty: 4895.049316
	Iteration 107Q: 3 clusters Score -2445616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -2445617.000000 Penalty: 4895.049316
	Iteration 108Q: 3 clusters Score -2445617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -2445616.750000 Penalty: 4895.049316
	Iteration 109Q: 3 clusters Score -2445617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -2445617.000000 Penalty: 4895.049316
	Iteration 110Q: 3 clusters Score -2445617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -2445617.250000 Penalty: 4895.049316
	Iteration 111Q: 3 clusters Score -2445617 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -2445624.000000 Penalty: 4895.049316
	Iteration 112Q: 3 clusters Score -2445624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -2445626.000000 Penalty: 4895.049316
	Iteration 113Q: 3 clusters Score -2445626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -2445624.000000 Penalty: 4895.049316
	Iteration 114Q: 3 clusters Score -2445624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -2445626.500000 Penalty: 4895.049316
	Iteration 115Q: 3 clusters Score -2445626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -2445628.250000 Penalty: 4895.049316
	Iteration 116Q: 3 clusters Score -2445628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -2445627.250000 Penalty: 4895.049316
	Iteration 117Q: 3 clusters Score -2445627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -2445631.500000 Penalty: 4895.049316
	Iteration 118Q: 3 clusters Score -2445632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -2445634.750000 Penalty: 4895.049316
	Iteration 119Q: 3 clusters Score -2445635 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -2445641.250000 Penalty: 4895.049316
	Iteration 120F: 3 clusters Score -2445641 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -2445641.500000 Penalty: 4895.049316
	Iteration 121Q: 3 clusters Score -2445642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -2445641.750000 Penalty: 4895.049316
	Iteration 122Q: 3 clusters Score -2445642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -2445641.500000 Penalty: 4895.049316
	Iteration 123Q: 3 clusters Score -2445642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -2445643.000000 Penalty: 4895.049316
	Iteration 124Q: 3 clusters Score -2445643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -2445643.000000 Penalty: 4895.049316
	Iteration 125F: 3 clusters Score -2445643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Entering Unmasked Estep 
Score: -234305.328125 Penalty: 1901.455200
	Iteration 0F: 2 clusters Score -234305.3 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 1054 members 
Entering Unmasked Estep 
Score: -231709.000000 Penalty: 3802.910400
	Iteration 0F: 3 clusters Score -231709 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -232290.343750 Penalty: 3802.910400
	Iteration 1F: 3 clusters Score -232290.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -232483.843750 Penalty: 3802.910400
	Iteration 2F: 3 clusters Score -232483.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -232603.750000 Penalty: 3802.910400
	Iteration 3F: 3 clusters Score -232603.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -232705.031250 Penalty: 3802.910400
	Iteration 4Q: 3 clusters Score -232705 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -232818.750000 Penalty: 3802.910400
	Iteration 5Q: 3 clusters Score -232818.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -232906.671875 Penalty: 3802.910400
	Iteration 6Q: 3 clusters Score -232906.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -232989.328125 Penalty: 3802.910400
	Iteration 7Q: 3 clusters Score -232989.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -233091.468750 Penalty: 3802.910400
	Iteration 8Q: 3 clusters Score -233091.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -233201.703125 Penalty: 3802.910400
	Iteration 9Q: 3 clusters Score -233201.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -233308.781250 Penalty: 3802.910400
	Iteration 10Q: 3 clusters Score -233308.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -233378.921875 Penalty: 3802.910400
	Iteration 11Q: 3 clusters Score -233378.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -233422.000000 Penalty: 3802.910400
	Iteration 12Q: 3 clusters Score -233422 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -233440.078125 Penalty: 3802.910400
	Iteration 13Q: 3 clusters Score -233440.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -233450.531250 Penalty: 3802.910400
	Iteration 14Q: 3 clusters Score -233450.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -233453.593750 Penalty: 3802.910400
	Iteration 15Q: 3 clusters Score -233453.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -233454.953125 Penalty: 3802.910400
	Iteration 16Q: 3 clusters Score -233455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -233456.343750 Penalty: 3802.910400
	Iteration 17Q: 3 clusters Score -233456.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -233457.156250 Penalty: 3802.910400
	Iteration 18Q: 3 clusters Score -233457.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -233457.640625 Penalty: 3802.910400
	Iteration 19Q: 3 clusters Score -233457.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -233461.703125 Penalty: 3802.910400
	Iteration 20F: 3 clusters Score -233461.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -233468.531250 Penalty: 3802.910400
	Iteration 21Q: 3 clusters Score -233468.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -233481.093750 Penalty: 3802.910400
	Iteration 22Q: 3 clusters Score -233481.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -233491.468750 Penalty: 3802.910400
	Iteration 23Q: 3 clusters Score -233491.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -233497.968750 Penalty: 3802.910400
	Iteration 24Q: 3 clusters Score -233498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -233503.953125 Penalty: 3802.910400
	Iteration 25Q: 3 clusters Score -233504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -233509.296875 Penalty: 3802.910400
	Iteration 26Q: 3 clusters Score -233509.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -233514.156250 Penalty: 3802.910400
	Iteration 27Q: 3 clusters Score -233514.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -233522.203125 Penalty: 3802.910400
	Iteration 28Q: 3 clusters Score -233522.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -233528.031250 Penalty: 3802.910400
	Iteration 29Q: 3 clusters Score -233528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -233529.234375 Penalty: 3802.910400
	Iteration 30Q: 3 clusters Score -233529.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -233530.359375 Penalty: 3802.910400
	Iteration 31Q: 3 clusters Score -233530.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -233530.359375 Penalty: 3802.910400
	Iteration 32F: 3 clusters Score -233530.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Entering Unmasked Estep 
Score: -868542.875000 Penalty: 2190.445557
	Iteration 0F: 2 clusters Score -868542.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -862868.062500 Penalty: 4380.891113
	Iteration 0F: 3 clusters Score -862868.1 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -864309.500000 Penalty: 4380.891113
	Iteration 1F: 3 clusters Score -864309.5 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -864512.125000 Penalty: 4380.891113
	Iteration 2F: 3 clusters Score -864512.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -864642.812500 Penalty: 4380.891113
	Iteration 3Q: 3 clusters Score -864642.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -864740.062500 Penalty: 4380.891113
	Iteration 4Q: 3 clusters Score -864740.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -864805.187500 Penalty: 4380.891113
	Iteration 5Q: 3 clusters Score -864805.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -864848.000000 Penalty: 4380.891113
	Iteration 6Q: 3 clusters Score -864848 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -864882.500000 Penalty: 4380.891113
	Iteration 7Q: 3 clusters Score -864882.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -864912.500000 Penalty: 4380.891113
	Iteration 8Q: 3 clusters Score -864912.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -864933.687500 Penalty: 4380.891113
	Iteration 9Q: 3 clusters Score -864933.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -864954.812500 Penalty: 4380.891113
	Iteration 10Q: 3 clusters Score -864954.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -864973.875000 Penalty: 4380.891113
	Iteration 11Q: 3 clusters Score -864973.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -864984.500000 Penalty: 4380.891113
	Iteration 12Q: 3 clusters Score -864984.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -864995.000000 Penalty: 4380.891113
	Iteration 13Q: 3 clusters Score -864995 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -865003.500000 Penalty: 4380.891113
	Iteration 14Q: 3 clusters Score -865003.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -865007.562500 Penalty: 4380.891113
	Iteration 15Q: 3 clusters Score -865007.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -865014.625000 Penalty: 4380.891113
	Iteration 16Q: 3 clusters Score -865014.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -865021.562500 Penalty: 4380.891113
	Iteration 17Q: 3 clusters Score -865021.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -865035.000000 Penalty: 4380.891113
	Iteration 18Q: 3 clusters Score -865035 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -865045.375000 Penalty: 4380.891113
	Iteration 19Q: 3 clusters Score -865045.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -865061.937500 Penalty: 4380.891113
	Iteration 20F: 3 clusters Score -865061.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -865075.625000 Penalty: 4380.891113
	Iteration 21Q: 3 clusters Score -865075.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -865092.625000 Penalty: 4380.891113
	Iteration 22Q: 3 clusters Score -865092.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -865105.812500 Penalty: 4380.891113
	Iteration 23Q: 3 clusters Score -865105.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -865124.687500 Penalty: 4380.891113
	Iteration 24Q: 3 clusters Score -865124.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -865141.687500 Penalty: 4380.891113
	Iteration 25Q: 3 clusters Score -865141.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -865161.000000 Penalty: 4380.891113
	Iteration 26Q: 3 clusters Score -865161 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -865175.500000 Penalty: 4380.891113
	Iteration 27Q: 3 clusters Score -865175.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -865195.750000 Penalty: 4380.891113
	Iteration 28Q: 3 clusters Score -865195.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -865224.562500 Penalty: 4380.891113
	Iteration 29Q: 3 clusters Score -865224.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -865260.437500 Penalty: 4380.891113
	Iteration 30Q: 3 clusters Score -865260.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -865303.750000 Penalty: 4380.891113
	Iteration 31Q: 3 clusters Score -865303.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -865358.812500 Penalty: 4380.891113
	Iteration 32Q: 3 clusters Score -865358.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -865433.562500 Penalty: 4380.891113
	Iteration 33Q: 3 clusters Score -865433.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -865518.500000 Penalty: 4380.891113
	Iteration 34Q: 3 clusters Score -865518.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -865615.500000 Penalty: 4380.891113
	Iteration 35Q: 3 clusters Score -865615.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -865719.812500 Penalty: 4380.891113
	Iteration 36Q: 3 clusters Score -865719.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -865824.062500 Penalty: 4380.891113
	Iteration 37Q: 3 clusters Score -865824.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -865930.437500 Penalty: 4380.891113
	Iteration 38Q: 3 clusters Score -865930.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -866038.187500 Penalty: 4380.891113
	Iteration 39Q: 3 clusters Score -866038.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -866129.812500 Penalty: 4380.891113
	Iteration 40F: 3 clusters Score -866129.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -866200.750000 Penalty: 4380.891113
	Iteration 41Q: 3 clusters Score -866200.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -866266.125000 Penalty: 4380.891113
	Iteration 42Q: 3 clusters Score -866266.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -866311.500000 Penalty: 4380.891113
	Iteration 43Q: 3 clusters Score -866311.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -866350.187500 Penalty: 4380.891113
	Iteration 44Q: 3 clusters Score -866350.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -866392.875000 Penalty: 4380.891113
	Iteration 45Q: 3 clusters Score -866392.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -866437.687500 Penalty: 4380.891113
	Iteration 46Q: 3 clusters Score -866437.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -866470.187500 Penalty: 4380.891113
	Iteration 47Q: 3 clusters Score -866470.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -866494.437500 Penalty: 4380.891113
	Iteration 48Q: 3 clusters Score -866494.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -866513.062500 Penalty: 4380.891113
	Iteration 49Q: 3 clusters Score -866513.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -866520.375000 Penalty: 4380.891113
	Iteration 50Q: 3 clusters Score -866520.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -866530.937500 Penalty: 4380.891113
	Iteration 51Q: 3 clusters Score -866530.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -866536.812500 Penalty: 4380.891113
	Iteration 52Q: 3 clusters Score -866536.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -866541.312500 Penalty: 4380.891113
	Iteration 53Q: 3 clusters Score -866541.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -866544.500000 Penalty: 4380.891113
	Iteration 54Q: 3 clusters Score -866544.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -866546.937500 Penalty: 4380.891113
	Iteration 55Q: 3 clusters Score -866546.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -866549.375000 Penalty: 4380.891113
	Iteration 56Q: 3 clusters Score -866549.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -866550.812500 Penalty: 4380.891113
	Iteration 57Q: 3 clusters Score -866550.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -866554.750000 Penalty: 4380.891113
	Iteration 58Q: 3 clusters Score -866554.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -866560.062500 Penalty: 4380.891113
	Iteration 59Q: 3 clusters Score -866560.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -866567.250000 Penalty: 4380.891113
	Iteration 60F: 3 clusters Score -866567.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -866571.125000 Penalty: 4380.891113
	Iteration 61Q: 3 clusters Score -866571.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -866572.875000 Penalty: 4380.891113
	Iteration 62Q: 3 clusters Score -866572.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -866576.875000 Penalty: 4380.891113
	Iteration 63Q: 3 clusters Score -866576.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -866583.937500 Penalty: 4380.891113
	Iteration 64Q: 3 clusters Score -866583.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -866587.437500 Penalty: 4380.891113
	Iteration 65Q: 3 clusters Score -866587.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -866588.625000 Penalty: 4380.891113
	Iteration 66Q: 3 clusters Score -866588.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -866588.625000 Penalty: 4380.891113
	Iteration 67Q: 3 clusters Score -866588.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -866588.625000 Penalty: 4380.891113
	Iteration 68F: 3 clusters Score -866588.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Entering Unmasked Estep 
Score: -121662.609375 Penalty: 1722.372681
	Iteration 0F: 2 clusters Score -121662.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -119695.664062 Penalty: 3444.745361
	Iteration 0F: 3 clusters Score -119695.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -120019.703125 Penalty: 3444.745361
	Iteration 1F: 3 clusters Score -120019.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -120115.335938 Penalty: 3444.745361
	Iteration 2F: 3 clusters Score -120115.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -120187.367188 Penalty: 3444.745361
	Iteration 3Q: 3 clusters Score -120187.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -120229.992188 Penalty: 3444.745361
	Iteration 4Q: 3 clusters Score -120230 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -120263.859375 Penalty: 3444.745361
	Iteration 5Q: 3 clusters Score -120263.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -120281.414062 Penalty: 3444.745361
	Iteration 6Q: 3 clusters Score -120281.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -120291.453125 Penalty: 3444.745361
	Iteration 7Q: 3 clusters Score -120291.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -120299.898438 Penalty: 3444.745361
	Iteration 8Q: 3 clusters Score -120299.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -120304.601562 Penalty: 3444.745361
	Iteration 9Q: 3 clusters Score -120304.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -120308.226562 Penalty: 3444.745361
	Iteration 10Q: 3 clusters Score -120308.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -120313.039062 Penalty: 3444.745361
	Iteration 11Q: 3 clusters Score -120313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -120334.328125 Penalty: 3444.745361
	Iteration 12Q: 3 clusters Score -120334.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -120345.812500 Penalty: 3444.745361
	Iteration 13Q: 3 clusters Score -120345.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -120354.867188 Penalty: 3444.745361
	Iteration 14Q: 3 clusters Score -120354.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -120361.367188 Penalty: 3444.745361
	Iteration 15Q: 3 clusters Score -120361.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -120366.484375 Penalty: 3444.745361
	Iteration 16Q: 3 clusters Score -120366.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -120370.695312 Penalty: 3444.745361
	Iteration 17Q: 3 clusters Score -120370.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -120379.703125 Penalty: 3444.745361
	Iteration 18Q: 3 clusters Score -120379.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -120384.679688 Penalty: 3444.745361
	Iteration 19Q: 3 clusters Score -120384.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -120390.656250 Penalty: 3444.745361
	Iteration 20F: 3 clusters Score -120390.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -120392.937500 Penalty: 3444.745361
	Iteration 21Q: 3 clusters Score -120392.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -120393.960938 Penalty: 3444.745361
	Iteration 22Q: 3 clusters Score -120394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -120396.492188 Penalty: 3444.745361
	Iteration 23Q: 3 clusters Score -120396.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -120396.960938 Penalty: 3444.745361
	Iteration 24Q: 3 clusters Score -120397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -120396.960938 Penalty: 3444.745361
	Iteration 25F: 3 clusters Score -120397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54862 members 
Mstep: Class 2 contains 5545 members 
Mstep: Class 3 contains 31701 members 
Mstep: Class 4 contains 57798 members 
Mstep: Class 5 contains 4704 members 
Mstep: Class 6 contains 22039 members 
Mstep: Class 7 contains 12434 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5781 members 
Mstep: Class 11 contains 15730 members 
Mstep: Class 12 contains 44134 members 
Mstep: Class 13 contains 250964 members 
Mstep: Class 14 contains 97208 members 
Mstep: Class 15 contains 187348 members 
Mstep: Class 16 contains 3034 members 
Mstep: Class 17 contains 4357 members 
Mstep: Class 18 contains 28667 members 
Mstep: Class 19 contains 19323 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6853 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775160.000000 Penalty: 74538.125000
Iteration 239Q: 23 clusters Score -1.047752e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54869 members 
Mstep: Class 2 contains 5545 members 
Mstep: Class 3 contains 31685 members 
Mstep: Class 4 contains 57782 members 
Mstep: Class 5 contains 4701 members 
Mstep: Class 6 contains 22039 members 
Mstep: Class 7 contains 12432 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5781 members 
Mstep: Class 11 contains 15719 members 
Mstep: Class 12 contains 44131 members 
Mstep: Class 13 contains 251015 members 
Mstep: Class 14 contains 97197 members 
Mstep: Class 15 contains 187348 members 
Mstep: Class 16 contains 3034 members 
Mstep: Class 17 contains 4357 members 
Mstep: Class 18 contains 28669 members 
Mstep: Class 19 contains 19323 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6855 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775168.000000 Penalty: 74538.125000
Iteration 240F: 23 clusters Score -1.047752e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54873 members 
Mstep: Class 2 contains 5545 members 
Mstep: Class 3 contains 31662 members 
Mstep: Class 4 contains 57767 members 
Mstep: Class 5 contains 4697 members 
Mstep: Class 6 contains 22039 members 
Mstep: Class 7 contains 12430 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5782 members 
Mstep: Class 11 contains 15718 members 
Mstep: Class 12 contains 44126 members 
Mstep: Class 13 contains 251047 members 
Mstep: Class 14 contains 97193 members 
Mstep: Class 15 contains 187355 members 
Mstep: Class 16 contains 3035 members 
Mstep: Class 17 contains 4357 members 
Mstep: Class 18 contains 28672 members 
Mstep: Class 19 contains 19329 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6855 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775232.000000 Penalty: 74538.125000
Iteration 241Q: 23 clusters Score -1.047752e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54871 members 
Mstep: Class 2 contains 5545 members 
Mstep: Class 3 contains 31646 members 
Mstep: Class 4 contains 57762 members 
Mstep: Class 5 contains 4695 members 
Mstep: Class 6 contains 22038 members 
Mstep: Class 7 contains 12430 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5782 members 
Mstep: Class 11 contains 15719 members 
Mstep: Class 12 contains 44127 members 
Mstep: Class 13 contains 251078 members 
Mstep: Class 14 contains 97173 members 
Mstep: Class 15 contains 187358 members 
Mstep: Class 16 contains 3035 members 
Mstep: Class 17 contains 4357 members 
Mstep: Class 18 contains 28679 members 
Mstep: Class 19 contains 19332 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6855 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775152.000000 Penalty: 74538.125000
Iteration 242Q: 23 clusters Score -1.047752e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54869 members 
Mstep: Class 2 contains 5545 members 
Mstep: Class 3 contains 31627 members 
Mstep: Class 4 contains 57752 members 
Mstep: Class 5 contains 4692 members 
Mstep: Class 6 contains 22038 members 
Mstep: Class 7 contains 12431 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5782 members 
Mstep: Class 11 contains 15716 members 
Mstep: Class 12 contains 44125 members 
Mstep: Class 13 contains 251115 members 
Mstep: Class 14 contains 97150 members 
Mstep: Class 15 contains 187379 members 
Mstep: Class 16 contains 3035 members 
Mstep: Class 17 contains 4358 members 
Mstep: Class 18 contains 28679 members 
Mstep: Class 19 contains 19333 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6856 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775200.000000 Penalty: 74538.125000
Iteration 243Q: 23 clusters Score -1.047752e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54867 members 
Mstep: Class 2 contains 5546 members 
Mstep: Class 3 contains 31608 members 
Mstep: Class 4 contains 57737 members 
Mstep: Class 5 contains 4692 members 
Mstep: Class 6 contains 22038 members 
Mstep: Class 7 contains 12432 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5782 members 
Mstep: Class 11 contains 15714 members 
Mstep: Class 12 contains 44125 members 
Mstep: Class 13 contains 251147 members 
Mstep: Class 14 contains 97138 members 
Mstep: Class 15 contains 187395 members 
Mstep: Class 16 contains 3035 members 
Mstep: Class 17 contains 4359 members 
Mstep: Class 18 contains 28678 members 
Mstep: Class 19 contains 19332 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6857 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775240.000000 Penalty: 74538.125000
Iteration 244Q: 23 clusters Score -1.047752e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54865 members 
Mstep: Class 2 contains 5548 members 
Mstep: Class 3 contains 31597 members 
Mstep: Class 4 contains 57722 members 
Mstep: Class 5 contains 4691 members 
Mstep: Class 6 contains 22037 members 
Mstep: Class 7 contains 12434 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5782 members 
Mstep: Class 11 contains 15713 members 
Mstep: Class 12 contains 44120 members 
Mstep: Class 13 contains 251171 members 
Mstep: Class 14 contains 97124 members 
Mstep: Class 15 contains 187414 members 
Mstep: Class 16 contains 3035 members 
Mstep: Class 17 contains 4360 members 
Mstep: Class 18 contains 28677 members 
Mstep: Class 19 contains 19334 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6858 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775296.000000 Penalty: 74538.125000
Iteration 245Q: 23 clusters Score -1.047753e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54862 members 
Mstep: Class 2 contains 5550 members 
Mstep: Class 3 contains 31582 members 
Mstep: Class 4 contains 57703 members 
Mstep: Class 5 contains 4690 members 
Mstep: Class 6 contains 22037 members 
Mstep: Class 7 contains 12435 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5782 members 
Mstep: Class 11 contains 15713 members 
Mstep: Class 12 contains 44119 members 
Mstep: Class 13 contains 251195 members 
Mstep: Class 14 contains 97107 members 
Mstep: Class 15 contains 187445 members 
Mstep: Class 16 contains 3036 members 
Mstep: Class 17 contains 4360 members 
Mstep: Class 18 contains 28673 members 
Mstep: Class 19 contains 19334 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6859 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775280.000000 Penalty: 74538.125000
Iteration 246Q: 23 clusters Score -1.047753e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54863 members 
Mstep: Class 2 contains 5550 members 
Mstep: Class 3 contains 31570 members 
Mstep: Class 4 contains 57685 members 
Mstep: Class 5 contains 4688 members 
Mstep: Class 6 contains 22038 members 
Mstep: Class 7 contains 12436 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5782 members 
Mstep: Class 11 contains 15713 members 
Mstep: Class 12 contains 44117 members 
Mstep: Class 13 contains 251228 members 
Mstep: Class 14 contains 97082 members 
Mstep: Class 15 contains 187468 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 4360 members 
Mstep: Class 18 contains 28669 members 
Mstep: Class 19 contains 19336 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6860 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775320.000000 Penalty: 74538.125000
Iteration 247Q: 23 clusters Score -1.047753e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54858 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 31558 members 
Mstep: Class 4 contains 57675 members 
Mstep: Class 5 contains 4688 members 
Mstep: Class 6 contains 22037 members 
Mstep: Class 7 contains 12435 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5782 members 
Mstep: Class 11 contains 15713 members 
Mstep: Class 12 contains 44115 members 
Mstep: Class 13 contains 251274 members 
Mstep: Class 14 contains 97049 members 
Mstep: Class 15 contains 187480 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 4362 members 
Mstep: Class 18 contains 28668 members 
Mstep: Class 19 contains 19337 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6861 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775216.000000 Penalty: 74538.125000
Iteration 248Q: 23 clusters Score -1.047752e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54855 members 
Mstep: Class 2 contains 5552 members 
Mstep: Class 3 contains 31547 members 
Mstep: Class 4 contains 57669 members 
Mstep: Class 5 contains 4689 members 
Mstep: Class 6 contains 22037 members 
Mstep: Class 7 contains 12434 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5782 members 
Mstep: Class 11 contains 15711 members 
Mstep: Class 12 contains 44115 members 
Mstep: Class 13 contains 251305 members 
Mstep: Class 14 contains 97018 members 
Mstep: Class 15 contains 187503 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 4362 members 
Mstep: Class 18 contains 28668 members 
Mstep: Class 19 contains 19338 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6860 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775376.000000 Penalty: 74538.125000
Iteration 249Q: 23 clusters Score -1.047754e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54856 members 
Mstep: Class 2 contains 5552 members 
Mstep: Class 3 contains 31534 members 
Mstep: Class 4 contains 57665 members 
Mstep: Class 5 contains 4689 members 
Mstep: Class 6 contains 22037 members 
Mstep: Class 7 contains 12432 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5782 members 
Mstep: Class 11 contains 15707 members 
Mstep: Class 12 contains 44111 members 
Mstep: Class 13 contains 251332 members 
Mstep: Class 14 contains 96991 members 
Mstep: Class 15 contains 187532 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 4362 members 
Mstep: Class 18 contains 28666 members 
Mstep: Class 19 contains 19337 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6860 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775424.000000 Penalty: 74538.125000
Iteration 250Q: 23 clusters Score -1.047754e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54851 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 31523 members 
Mstep: Class 4 contains 57667 members 
Mstep: Class 5 contains 4689 members 
Mstep: Class 6 contains 22038 members 
Mstep: Class 7 contains 12431 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5782 members 
Mstep: Class 11 contains 15704 members 
Mstep: Class 12 contains 44113 members 
Mstep: Class 13 contains 251344 members 
Mstep: Class 14 contains 96976 members 
Mstep: Class 15 contains 187551 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 4362 members 
Mstep: Class 18 contains 28665 members 
Mstep: Class 19 contains 19336 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6860 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775416.000000 Penalty: 74538.125000
Iteration 251Q: 23 clusters Score -1.047754e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54848 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 31514 members 
Mstep: Class 4 contains 57664 members 
Mstep: Class 5 contains 4689 members 
Mstep: Class 6 contains 22037 members 
Mstep: Class 7 contains 12430 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5782 members 
Mstep: Class 11 contains 15697 members 
Mstep: Class 12 contains 44114 members 
Mstep: Class 13 contains 251366 members 
Mstep: Class 14 contains 96962 members 
Mstep: Class 15 contains 187572 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 4362 members 
Mstep: Class 18 contains 28664 members 
Mstep: Class 19 contains 19331 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6860 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775536.000000 Penalty: 74538.125000
Iteration 252Q: 23 clusters Score -1.047755e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54846 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 31504 members 
Mstep: Class 4 contains 57663 members 
Mstep: Class 5 contains 4688 members 
Mstep: Class 6 contains 22037 members 
Mstep: Class 7 contains 12430 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5782 members 
Mstep: Class 11 contains 15694 members 
Mstep: Class 12 contains 44117 members 
Mstep: Class 13 contains 251392 members 
Mstep: Class 14 contains 96943 members 
Mstep: Class 15 contains 187585 members 
Mstep: Class 16 contains 3037 members 
Mstep: Class 17 contains 4362 members 
Mstep: Class 18 contains 28661 members 
Mstep: Class 19 contains 19328 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6860 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775608.000000 Penalty: 74538.125000
Iteration 253Q: 23 clusters Score -1.047756e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54848 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 31488 members 
Mstep: Class 4 contains 57667 members 
Mstep: Class 5 contains 4688 members 
Mstep: Class 6 contains 22038 members 
Mstep: Class 7 contains 12429 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5782 members 
Mstep: Class 11 contains 15695 members 
Mstep: Class 12 contains 44118 members 
Mstep: Class 13 contains 251402 members 
Mstep: Class 14 contains 96921 members 
Mstep: Class 15 contains 187615 members 
Mstep: Class 16 contains 3036 members 
Mstep: Class 17 contains 4362 members 
Mstep: Class 18 contains 28659 members 
Mstep: Class 19 contains 19321 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6860 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775536.000000 Penalty: 74538.125000
Iteration 254Q: 23 clusters Score -1.047755e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54850 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 31480 members 
Mstep: Class 4 contains 57658 members 
Mstep: Class 5 contains 4689 members 
Mstep: Class 6 contains 22040 members 
Mstep: Class 7 contains 12430 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5782 members 
Mstep: Class 11 contains 15692 members 
Mstep: Class 12 contains 44119 members 
Mstep: Class 13 contains 251417 members 
Mstep: Class 14 contains 96903 members 
Mstep: Class 15 contains 187638 members 
Mstep: Class 16 contains 3035 members 
Mstep: Class 17 contains 4360 members 
Mstep: Class 18 contains 28661 members 
Mstep: Class 19 contains 19315 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6860 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775576.000000 Penalty: 74538.125000
Iteration 255Q: 23 clusters Score -1.047756e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54848 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 31474 members 
Mstep: Class 4 contains 57655 members 
Mstep: Class 5 contains 4688 members 
Mstep: Class 6 contains 22039 members 
Mstep: Class 7 contains 12431 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5782 members 
Mstep: Class 11 contains 15691 members 
Mstep: Class 12 contains 44117 members 
Mstep: Class 13 contains 251460 members 
Mstep: Class 14 contains 96879 members 
Mstep: Class 15 contains 187652 members 
Mstep: Class 16 contains 3034 members 
Mstep: Class 17 contains 4358 members 
Mstep: Class 18 contains 28652 members 
Mstep: Class 19 contains 19309 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6860 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775600.000000 Penalty: 74538.125000
Iteration 256Q: 23 clusters Score -1.047756e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54850 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 31471 members 
Mstep: Class 4 contains 57648 members 
Mstep: Class 5 contains 4686 members 
Mstep: Class 6 contains 22037 members 
Mstep: Class 7 contains 12429 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5783 members 
Mstep: Class 11 contains 15692 members 
Mstep: Class 12 contains 44116 members 
Mstep: Class 13 contains 251501 members 
Mstep: Class 14 contains 96861 members 
Mstep: Class 15 contains 187654 members 
Mstep: Class 16 contains 3033 members 
Mstep: Class 17 contains 4358 members 
Mstep: Class 18 contains 28648 members 
Mstep: Class 19 contains 19302 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6860 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775600.000000 Penalty: 74538.125000
Iteration 257Q: 23 clusters Score -1.047756e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54854 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 31464 members 
Mstep: Class 4 contains 57638 members 
Mstep: Class 5 contains 4687 members 
Mstep: Class 6 contains 22036 members 
Mstep: Class 7 contains 12426 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 15692 members 
Mstep: Class 12 contains 44115 members 
Mstep: Class 13 contains 251530 members 
Mstep: Class 14 contains 96835 members 
Mstep: Class 15 contains 187676 members 
Mstep: Class 16 contains 3032 members 
Mstep: Class 17 contains 4358 members 
Mstep: Class 18 contains 28642 members 
Mstep: Class 19 contains 19300 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6860 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775600.000000 Penalty: 74538.125000
Iteration 258Q: 23 clusters Score -1.047756e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54855 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 31459 members 
Mstep: Class 4 contains 57631 members 
Mstep: Class 5 contains 4685 members 
Mstep: Class 6 contains 22036 members 
Mstep: Class 7 contains 12425 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 15692 members 
Mstep: Class 12 contains 44115 members 
Mstep: Class 13 contains 251571 members 
Mstep: Class 14 contains 96802 members 
Mstep: Class 15 contains 187688 members 
Mstep: Class 16 contains 3031 members 
Mstep: Class 17 contains 4358 members 
Mstep: Class 18 contains 28638 members 
Mstep: Class 19 contains 19299 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6860 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775672.000000 Penalty: 74538.125000
Iteration 259Q: 23 clusters Score -1.047757e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54851 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 31449 members 
Mstep: Class 4 contains 57625 members 
Mstep: Class 5 contains 4684 members 
Mstep: Class 6 contains 22037 members 
Mstep: Class 7 contains 12426 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 15689 members 
Mstep: Class 12 contains 44110 members 
Mstep: Class 13 contains 251621 members 
Mstep: Class 14 contains 96779 members 
Mstep: Class 15 contains 187690 members 
Mstep: Class 16 contains 3032 members 
Mstep: Class 17 contains 4358 members 
Mstep: Class 18 contains 28634 members 
Mstep: Class 19 contains 19300 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6860 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775736.000000 Penalty: 74538.125000
Iteration 260F: 23 clusters Score -1.047757e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54852 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 31439 members 
Mstep: Class 4 contains 57615 members 
Mstep: Class 5 contains 4683 members 
Mstep: Class 6 contains 22037 members 
Mstep: Class 7 contains 12426 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 15687 members 
Mstep: Class 12 contains 44108 members 
Mstep: Class 13 contains 251664 members 
Mstep: Class 14 contains 96765 members 
Mstep: Class 15 contains 187686 members 
Mstep: Class 16 contains 3032 members 
Mstep: Class 17 contains 4359 members 
Mstep: Class 18 contains 28630 members 
Mstep: Class 19 contains 19302 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6860 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775672.000000 Penalty: 74538.125000
Iteration 261Q: 23 clusters Score -1.047757e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54859 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 31429 members 
Mstep: Class 4 contains 57601 members 
Mstep: Class 5 contains 4686 members 
Mstep: Class 6 contains 22037 members 
Mstep: Class 7 contains 12426 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 15685 members 
Mstep: Class 12 contains 44113 members 
Mstep: Class 13 contains 251695 members 
Mstep: Class 14 contains 96756 members 
Mstep: Class 15 contains 187679 members 
Mstep: Class 16 contains 3032 members 
Mstep: Class 17 contains 4358 members 
Mstep: Class 18 contains 28628 members 
Mstep: Class 19 contains 19300 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6861 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775704.000000 Penalty: 74538.125000
Iteration 262Q: 23 clusters Score -1.047757e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54864 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 31422 members 
Mstep: Class 4 contains 57594 members 
Mstep: Class 5 contains 4686 members 
Mstep: Class 6 contains 22038 members 
Mstep: Class 7 contains 12426 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 15682 members 
Mstep: Class 12 contains 44119 members 
Mstep: Class 13 contains 251729 members 
Mstep: Class 14 contains 96751 members 
Mstep: Class 15 contains 187657 members 
Mstep: Class 16 contains 3033 members 
Mstep: Class 17 contains 4358 members 
Mstep: Class 18 contains 28626 members 
Mstep: Class 19 contains 19299 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6861 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775704.000000 Penalty: 74538.125000
Iteration 263Q: 23 clusters Score -1.047757e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54866 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 31414 members 
Mstep: Class 4 contains 57585 members 
Mstep: Class 5 contains 4686 members 
Mstep: Class 6 contains 22037 members 
Mstep: Class 7 contains 12428 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 15681 members 
Mstep: Class 12 contains 44122 members 
Mstep: Class 13 contains 251771 members 
Mstep: Class 14 contains 96741 members 
Mstep: Class 15 contains 187638 members 
Mstep: Class 16 contains 3033 members 
Mstep: Class 17 contains 4358 members 
Mstep: Class 18 contains 28623 members 
Mstep: Class 19 contains 19301 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6861 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775832.000000 Penalty: 74538.125000
Iteration 264Q: 23 clusters Score -1.047758e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54866 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 31406 members 
Mstep: Class 4 contains 57579 members 
Mstep: Class 5 contains 4685 members 
Mstep: Class 6 contains 22038 members 
Mstep: Class 7 contains 12430 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 15681 members 
Mstep: Class 12 contains 44121 members 
Mstep: Class 13 contains 251811 members 
Mstep: Class 14 contains 96729 members 
Mstep: Class 15 contains 187623 members 
Mstep: Class 16 contains 3031 members 
Mstep: Class 17 contains 4358 members 
Mstep: Class 18 contains 28620 members 
Mstep: Class 19 contains 19307 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6860 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775840.000000 Penalty: 74538.125000
Iteration 265Q: 23 clusters Score -1.047758e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54869 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 31407 members 
Mstep: Class 4 contains 57571 members 
Mstep: Class 5 contains 4683 members 
Mstep: Class 6 contains 22036 members 
Mstep: Class 7 contains 12432 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 15682 members 
Mstep: Class 12 contains 44122 members 
Mstep: Class 13 contains 251856 members 
Mstep: Class 14 contains 96724 members 
Mstep: Class 15 contains 187589 members 
Mstep: Class 16 contains 3028 members 
Mstep: Class 17 contains 4358 members 
Mstep: Class 18 contains 28620 members 
Mstep: Class 19 contains 19308 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6860 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775880.000000 Penalty: 74538.125000
Iteration 266Q: 23 clusters Score -1.047759e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54872 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 31402 members 
Mstep: Class 4 contains 57563 members 
Mstep: Class 5 contains 4683 members 
Mstep: Class 6 contains 22034 members 
Mstep: Class 7 contains 12433 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 15684 members 
Mstep: Class 12 contains 44124 members 
Mstep: Class 13 contains 251897 members 
Mstep: Class 14 contains 96716 members 
Mstep: Class 15 contains 187563 members 
Mstep: Class 16 contains 3027 members 
Mstep: Class 17 contains 4358 members 
Mstep: Class 18 contains 28620 members 
Mstep: Class 19 contains 19309 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6860 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775944.000000 Penalty: 74538.125000
Iteration 267Q: 23 clusters Score -1.047759e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54874 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 31395 members 
Mstep: Class 4 contains 57555 members 
Mstep: Class 5 contains 4683 members 
Mstep: Class 6 contains 22037 members 
Mstep: Class 7 contains 12434 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 15685 members 
Mstep: Class 12 contains 44126 members 
Mstep: Class 13 contains 251923 members 
Mstep: Class 14 contains 96705 members 
Mstep: Class 15 contains 187548 members 
Mstep: Class 16 contains 3027 members 
Mstep: Class 17 contains 4359 members 
Mstep: Class 18 contains 28621 members 
Mstep: Class 19 contains 19313 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6860 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775856.000000 Penalty: 74538.125000
Iteration 268Q: 23 clusters Score -1.047759e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54875 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 31392 members 
Mstep: Class 4 contains 57554 members 
Mstep: Class 5 contains 4683 members 
Mstep: Class 6 contains 22038 members 
Mstep: Class 7 contains 12432 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 15687 members 
Mstep: Class 12 contains 44129 members 
Mstep: Class 13 contains 251978 members 
Mstep: Class 14 contains 96691 members 
Mstep: Class 15 contains 187506 members 
Mstep: Class 16 contains 3027 members 
Mstep: Class 17 contains 4358 members 
Mstep: Class 18 contains 28623 members 
Mstep: Class 19 contains 19311 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6861 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775920.000000 Penalty: 74538.125000
Iteration 269Q: 23 clusters Score -1.047759e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54877 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 31387 members 
Mstep: Class 4 contains 57548 members 
Mstep: Class 5 contains 4683 members 
Mstep: Class 6 contains 22040 members 
Mstep: Class 7 contains 12432 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 15687 members 
Mstep: Class 12 contains 44130 members 
Mstep: Class 13 contains 252051 members 
Mstep: Class 14 contains 96685 members 
Mstep: Class 15 contains 187451 members 
Mstep: Class 16 contains 3027 members 
Mstep: Class 17 contains 4358 members 
Mstep: Class 18 contains 28621 members 
Mstep: Class 19 contains 19307 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6861 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775944.000000 Penalty: 74538.125000
Iteration 270Q: 23 clusters Score -1.047759e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54880 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 31384 members 
Mstep: Class 4 contains 57540 members 
Mstep: Class 5 contains 4683 members 
Mstep: Class 6 contains 22042 members 
Mstep: Class 7 contains 12431 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 15686 members 
Mstep: Class 12 contains 44132 members 
Mstep: Class 13 contains 252112 members 
Mstep: Class 14 contains 96672 members 
Mstep: Class 15 contains 187416 members 
Mstep: Class 16 contains 3026 members 
Mstep: Class 17 contains 4358 members 
Mstep: Class 18 contains 28616 members 
Mstep: Class 19 contains 19306 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6861 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775912.000000 Penalty: 74538.125000
Iteration 271Q: 23 clusters Score -1.047759e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54879 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 31382 members 
Mstep: Class 4 contains 57530 members 
Mstep: Class 5 contains 4683 members 
Mstep: Class 6 contains 22042 members 
Mstep: Class 7 contains 12433 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 15685 members 
Mstep: Class 12 contains 44136 members 
Mstep: Class 13 contains 252184 members 
Mstep: Class 14 contains 96662 members 
Mstep: Class 15 contains 187375 members 
Mstep: Class 16 contains 3025 members 
Mstep: Class 17 contains 4358 members 
Mstep: Class 18 contains 28608 members 
Mstep: Class 19 contains 19302 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6861 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775904.000000 Penalty: 74538.125000
Iteration 272Q: 23 clusters Score -1.047759e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54880 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 31380 members 
Mstep: Class 4 contains 57524 members 
Mstep: Class 5 contains 4684 members 
Mstep: Class 6 contains 22045 members 
Mstep: Class 7 contains 12434 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 15682 members 
Mstep: Class 12 contains 44134 members 
Mstep: Class 13 contains 252262 members 
Mstep: Class 14 contains 96657 members 
Mstep: Class 15 contains 187316 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 4358 members 
Mstep: Class 18 contains 28608 members 
Mstep: Class 19 contains 19298 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6860 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775960.000000 Penalty: 74538.125000
Iteration 273Q: 23 clusters Score -1.04776e+08 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54885 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 31378 members 
Mstep: Class 4 contains 57514 members 
Mstep: Class 5 contains 4684 members 
Mstep: Class 6 contains 22045 members 
Mstep: Class 7 contains 12433 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 15683 members 
Mstep: Class 12 contains 44133 members 
Mstep: Class 13 contains 252338 members 
Mstep: Class 14 contains 96655 members 
Mstep: Class 15 contains 187253 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 4358 members 
Mstep: Class 18 contains 28609 members 
Mstep: Class 19 contains 19295 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6859 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775968.000000 Penalty: 74538.125000
Iteration 274Q: 23 clusters Score -1.04776e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54889 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 31375 members 
Mstep: Class 4 contains 57500 members 
Mstep: Class 5 contains 4682 members 
Mstep: Class 6 contains 22046 members 
Mstep: Class 7 contains 12434 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 15683 members 
Mstep: Class 12 contains 44134 members 
Mstep: Class 13 contains 252399 members 
Mstep: Class 14 contains 96657 members 
Mstep: Class 15 contains 187205 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 4358 members 
Mstep: Class 18 contains 28611 members 
Mstep: Class 19 contains 19291 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6858 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775968.000000 Penalty: 74538.125000
Iteration 275Q: 23 clusters Score -1.04776e+08 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54897 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 31373 members 
Mstep: Class 4 contains 57491 members 
Mstep: Class 5 contains 4682 members 
Mstep: Class 6 contains 22045 members 
Mstep: Class 7 contains 12435 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 15682 members 
Mstep: Class 12 contains 44130 members 
Mstep: Class 13 contains 252467 members 
Mstep: Class 14 contains 96657 members 
Mstep: Class 15 contains 187162 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 4359 members 
Mstep: Class 18 contains 28600 members 
Mstep: Class 19 contains 19284 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6858 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775920.000000 Penalty: 74538.125000
Iteration 276Q: 23 clusters Score -1.047759e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54903 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 31369 members 
Mstep: Class 4 contains 57480 members 
Mstep: Class 5 contains 4683 members 
Mstep: Class 6 contains 22049 members 
Mstep: Class 7 contains 12435 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 15680 members 
Mstep: Class 12 contains 44134 members 
Mstep: Class 13 contains 252519 members 
Mstep: Class 14 contains 96645 members 
Mstep: Class 15 contains 187138 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 4358 members 
Mstep: Class 18 contains 28589 members 
Mstep: Class 19 contains 19282 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6858 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775872.000000 Penalty: 74538.125000
Iteration 277Q: 23 clusters Score -1.047759e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54905 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 31366 members 
Mstep: Class 4 contains 57465 members 
Mstep: Class 5 contains 4684 members 
Mstep: Class 6 contains 22049 members 
Mstep: Class 7 contains 12434 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 15679 members 
Mstep: Class 12 contains 44137 members 
Mstep: Class 13 contains 252564 members 
Mstep: Class 14 contains 96640 members 
Mstep: Class 15 contains 187113 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 4359 members 
Mstep: Class 18 contains 28584 members 
Mstep: Class 19 contains 19285 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6858 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775920.000000 Penalty: 74538.125000
Iteration 278Q: 23 clusters Score -1.047759e+08 nChanged 130
Entering ConstructFrom: 
Score: -104775920.000000 Penalty: 74538.125000
Entering ConstructFrom: 
Trying to split cluster 1 (54911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54911 members 
Entering Unmasked Estep 
Score: -6664492.000000 Penalty: 2706.540283
	Iteration 0F: 2 clusters Score -6664492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -6627384.500000 Penalty: 5413.080566
	Iteration 0F: 3 clusters Score -6627384 nChanged 25672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27421 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -6641456.500000 Penalty: 5413.080566
	Iteration 1F: 3 clusters Score -6641456 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 27509 members 
Entering Unmasked Estep 
Score: -6641878.500000 Penalty: 5413.080566
	Iteration 2Q: 3 clusters Score -6641878 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 27532 members 
Entering Unmasked Estep 
Score: -6642267.000000 Penalty: 5413.080566
	Iteration 3Q: 3 clusters Score -6642267 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -6642630.500000 Penalty: 5413.080566
	Iteration 4Q: 3 clusters Score -6642630 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 27586 members 
Entering Unmasked Estep 
Score: -6642948.000000 Penalty: 5413.080566
	Iteration 5Q: 3 clusters Score -6642948 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -6643221.500000 Penalty: 5413.080566
	Iteration 6Q: 3 clusters Score -6643222 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -6643555.500000 Penalty: 5413.080566
	Iteration 7Q: 3 clusters Score -6643556 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -6643818.500000 Penalty: 5413.080566
	Iteration 8Q: 3 clusters Score -6643818 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -6644145.500000 Penalty: 5413.080566
	Iteration 9Q: 3 clusters Score -6644146 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -6644539.500000 Penalty: 5413.080566
	Iteration 10Q: 3 clusters Score -6644540 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 30388 members 
Entering Unmasked Estep 
Score: -6645101.000000 Penalty: 5413.080566
	Iteration 11Q: 3 clusters Score -6645101 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 31562 members 
Entering Unmasked Estep 
Score: -6645842.500000 Penalty: 5413.080566
	Iteration 12Q: 3 clusters Score -6645842 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 33053 members 
Entering Unmasked Estep 
Score: -6646762.500000 Penalty: 5413.080566
	Iteration 13Q: 3 clusters Score -6646762 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20148 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -6648019.500000 Penalty: 5413.080566
	Iteration 14Q: 3 clusters Score -6648020 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 36654 members 
Entering Unmasked Estep 
Score: -6649275.500000 Penalty: 5413.080566
	Iteration 15Q: 3 clusters Score -6649276 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 38611 members 
Entering Unmasked Estep 
Score: -6650576.000000 Penalty: 5413.080566
	Iteration 16Q: 3 clusters Score -6650576 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 40482 members 
Entering Unmasked Estep 
Score: -6651667.000000 Penalty: 5413.080566
	Iteration 17Q: 3 clusters Score -6651667 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 42155 members 
Entering Unmasked Estep 
Score: -6652539.500000 Penalty: 5413.080566
	Iteration 18Q: 3 clusters Score -6652540 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 43678 members 
Entering Unmasked Estep 
Score: -6653290.500000 Penalty: 5413.080566
	Iteration 19Q: 3 clusters Score -6653290 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 45019 members 
Entering Unmasked Estep 
Score: -6653920.500000 Penalty: 5413.080566
	Iteration 20F: 3 clusters Score -6653920 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 46329 members 
Entering Unmasked Estep 
Score: -6654545.000000 Penalty: 5413.080566
	Iteration 21Q: 3 clusters Score -6654545 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 47673 members 
Entering Unmasked Estep 
Score: -6655313.000000 Penalty: 5413.080566
	Iteration 22Q: 3 clusters Score -6655313 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 49082 members 
Entering Unmasked Estep 
Score: -6656273.000000 Penalty: 5413.080566
	Iteration 23Q: 3 clusters Score -6656273 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 50508 members 
Entering Unmasked Estep 
Score: -6657465.000000 Penalty: 5413.080566
	Iteration 24Q: 3 clusters Score -6657465 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 51937 members 
Entering Unmasked Estep 
Score: -6658943.500000 Penalty: 5413.080566
	Iteration 25Q: 3 clusters Score -6658944 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 53191 members 
Entering Unmasked Estep 
Score: -6660525.000000 Penalty: 5413.080566
	Iteration 26Q: 3 clusters Score -6660525 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 53894 members 
Entering Unmasked Estep 
Score: -6661371.000000 Penalty: 5413.080566
	Iteration 27Q: 3 clusters Score -6661371 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 54185 members 
Entering Unmasked Estep 
Score: -6661680.000000 Penalty: 5413.080566
	Iteration 28Q: 3 clusters Score -6661680 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 54337 members 
Entering Unmasked Estep 
Score: -6661843.000000 Penalty: 5413.080566
	Iteration 29Q: 3 clusters Score -6661843 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 54410 members 
Entering Unmasked Estep 
Score: -6661950.000000 Penalty: 5413.080566
	Iteration 30Q: 3 clusters Score -6661950 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 54442 members 
Entering Unmasked Estep 
Score: -6662009.500000 Penalty: 5413.080566
	Iteration 31Q: 3 clusters Score -6662010 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 54469 members 
Entering Unmasked Estep 
Score: -6662024.000000 Penalty: 5413.080566
	Iteration 32Q: 3 clusters Score -6662024 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 54491 members 
Entering Unmasked Estep 
Score: -6662055.000000 Penalty: 5413.080566
	Iteration 33Q: 3 clusters Score -6662055 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 54498 members 
Entering Unmasked Estep 
Score: -6662070.500000 Penalty: 5413.080566
	Iteration 34Q: 3 clusters Score -6662070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 54503 members 
Entering Unmasked Estep 
Score: -6662073.000000 Penalty: 5413.080566
	Iteration 35Q: 3 clusters Score -6662073 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 54509 members 
Entering Unmasked Estep 
Score: -6662093.500000 Penalty: 5413.080566
	Iteration 36Q: 3 clusters Score -6662094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 54514 members 
Entering Unmasked Estep 
Score: -6662100.500000 Penalty: 5413.080566
	Iteration 37Q: 3 clusters Score -6662100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 54520 members 
Entering Unmasked Estep 
Score: -6662113.500000 Penalty: 5413.080566
	Iteration 38Q: 3 clusters Score -6662114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 54527 members 
Entering Unmasked Estep 
Score: -6662124.500000 Penalty: 5413.080566
	Iteration 39Q: 3 clusters Score -6662124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 54531 members 
Entering Unmasked Estep 
Score: -6662133.000000 Penalty: 5413.080566
	Iteration 40F: 3 clusters Score -6662133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 54533 members 
Entering Unmasked Estep 
Score: -6662138.000000 Penalty: 5413.080566
	Iteration 41Q: 3 clusters Score -6662138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 54534 members 
Entering Unmasked Estep 
Score: -6662139.000000 Penalty: 5413.080566
	Iteration 42Q: 3 clusters Score -6662139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 54535 members 
Entering Unmasked Estep 
Score: -6662142.000000 Penalty: 5413.080566
	Iteration 43Q: 3 clusters Score -6662142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 54536 members 
Entering Unmasked Estep 
Score: -6662136.500000 Penalty: 5413.080566
	Iteration 44Q: 3 clusters Score -6662136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 54536 members 
Entering Unmasked Estep 
Score: -6662136.500000 Penalty: 5413.080566
	Iteration 45F: 3 clusters Score -6662136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Entering Unmasked Estep 
Score: -655959.312500 Penalty: 2138.279053
	Iteration 0F: 2 clusters Score -655959.3 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 2741 members 
Entering Unmasked Estep 
Score: -651120.125000 Penalty: 4276.558105
	Iteration 0F: 3 clusters Score -651120.1 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -652235.250000 Penalty: 4276.558105
	Iteration 1F: 3 clusters Score -652235.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -652444.312500 Penalty: 4276.558105
	Iteration 2F: 3 clusters Score -652444.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -652579.750000 Penalty: 4276.558105
	Iteration 3Q: 3 clusters Score -652579.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -652688.875000 Penalty: 4276.558105
	Iteration 4Q: 3 clusters Score -652688.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -652784.437500 Penalty: 4276.558105
	Iteration 5Q: 3 clusters Score -652784.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -652876.062500 Penalty: 4276.558105
	Iteration 6Q: 3 clusters Score -652876.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -652982.437500 Penalty: 4276.558105
	Iteration 7Q: 3 clusters Score -652982.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -653091.437500 Penalty: 4276.558105
	Iteration 8Q: 3 clusters Score -653091.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -653216.187500 Penalty: 4276.558105
	Iteration 9Q: 3 clusters Score -653216.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -653362.937500 Penalty: 4276.558105
	Iteration 10Q: 3 clusters Score -653362.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -653494.062500 Penalty: 4276.558105
	Iteration 11Q: 3 clusters Score -653494.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -653630.625000 Penalty: 4276.558105
	Iteration 12Q: 3 clusters Score -653630.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -653799.500000 Penalty: 4276.558105
	Iteration 13Q: 3 clusters Score -653799.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -653955.125000 Penalty: 4276.558105
	Iteration 14Q: 3 clusters Score -653955.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -654105.937500 Penalty: 4276.558105
	Iteration 15Q: 3 clusters Score -654105.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -654223.437500 Penalty: 4276.558105
	Iteration 16Q: 3 clusters Score -654223.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -654317.687500 Penalty: 4276.558105
	Iteration 17Q: 3 clusters Score -654317.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -654385.937500 Penalty: 4276.558105
	Iteration 18Q: 3 clusters Score -654385.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -654443.000000 Penalty: 4276.558105
	Iteration 19Q: 3 clusters Score -654443 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -654475.312500 Penalty: 4276.558105
	Iteration 20F: 3 clusters Score -654475.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -654494.125000 Penalty: 4276.558105
	Iteration 21Q: 3 clusters Score -654494.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -654516.687500 Penalty: 4276.558105
	Iteration 22Q: 3 clusters Score -654516.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -654534.937500 Penalty: 4276.558105
	Iteration 23Q: 3 clusters Score -654534.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -654546.687500 Penalty: 4276.558105
	Iteration 24Q: 3 clusters Score -654546.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -654556.625000 Penalty: 4276.558105
	Iteration 25Q: 3 clusters Score -654556.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -654564.500000 Penalty: 4276.558105
	Iteration 26Q: 3 clusters Score -654564.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -654572.687500 Penalty: 4276.558105
	Iteration 27Q: 3 clusters Score -654572.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -654576.750000 Penalty: 4276.558105
	Iteration 28Q: 3 clusters Score -654576.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -654578.125000 Penalty: 4276.558105
	Iteration 29Q: 3 clusters Score -654578.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -654579.437500 Penalty: 4276.558105
	Iteration 30Q: 3 clusters Score -654579.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -654580.687500 Penalty: 4276.558105
	Iteration 31Q: 3 clusters Score -654580.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -654582.000000 Penalty: 4276.558105
	Iteration 32Q: 3 clusters Score -654582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -654582.000000 Penalty: 4276.558105
	Iteration 33F: 3 clusters Score -654582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (31358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31358 members 
Entering Unmasked Estep 
Score: -3938239.000000 Penalty: 2567.599854
	Iteration 0F: 2 clusters Score -3938239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -3916773.000000 Penalty: 5135.199707
	Iteration 0F: 3 clusters Score -3916773 nChanged 14239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -3924484.500000 Penalty: 5135.199707
	Iteration 1F: 3 clusters Score -3924484 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -3924959.500000 Penalty: 5135.199707
	Iteration 2Q: 3 clusters Score -3924960 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -3925409.750000 Penalty: 5135.199707
	Iteration 3Q: 3 clusters Score -3925410 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -3925962.250000 Penalty: 5135.199707
	Iteration 4Q: 3 clusters Score -3925962 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -3926703.750000 Penalty: 5135.199707
	Iteration 5Q: 3 clusters Score -3926704 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -3927802.000000 Penalty: 5135.199707
	Iteration 6F: 3 clusters Score -3927802 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23826 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -3929310.750000 Penalty: 5135.199707
	Iteration 7F: 3 clusters Score -3929311 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -3931109.750000 Penalty: 5135.199707
	Iteration 8F: 3 clusters Score -3931110 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -3933005.250000 Penalty: 5135.199707
	Iteration 9F: 3 clusters Score -3933005 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29647 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3934473.250000 Penalty: 5135.199707
	Iteration 10F: 3 clusters Score -3934473 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30483 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3935255.000000 Penalty: 5135.199707
	Iteration 11Q: 3 clusters Score -3935255 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3935597.000000 Penalty: 5135.199707
	Iteration 12Q: 3 clusters Score -3935597 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3935745.250000 Penalty: 5135.199707
	Iteration 13Q: 3 clusters Score -3935745 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3935820.500000 Penalty: 5135.199707
	Iteration 14Q: 3 clusters Score -3935820 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31038 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3935864.250000 Penalty: 5135.199707
	Iteration 15Q: 3 clusters Score -3935864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -3935891.250000 Penalty: 5135.199707
	Iteration 16Q: 3 clusters Score -3935891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31061 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3935907.750000 Penalty: 5135.199707
	Iteration 17Q: 3 clusters Score -3935908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31064 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -3935913.250000 Penalty: 5135.199707
	Iteration 18Q: 3 clusters Score -3935913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3935925.500000 Penalty: 5135.199707
	Iteration 19Q: 3 clusters Score -3935926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3935927.750000 Penalty: 5135.199707
	Iteration 20F: 3 clusters Score -3935928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3935933.750000 Penalty: 5135.199707
	Iteration 21Q: 3 clusters Score -3935934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3935936.250000 Penalty: 5135.199707
	Iteration 22Q: 3 clusters Score -3935936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3935939.750000 Penalty: 5135.199707
	Iteration 23Q: 3 clusters Score -3935940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31079 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -3935948.500000 Penalty: 5135.199707
	Iteration 24Q: 3 clusters Score -3935948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31082 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -3935956.750000 Penalty: 5135.199707
	Iteration 25Q: 3 clusters Score -3935957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3935971.250000 Penalty: 5135.199707
	Iteration 26Q: 3 clusters Score -3935971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31087 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -3935978.500000 Penalty: 5135.199707
	Iteration 27Q: 3 clusters Score -3935978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -3935988.000000 Penalty: 5135.199707
	Iteration 28Q: 3 clusters Score -3935988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3935999.250000 Penalty: 5135.199707
	Iteration 29Q: 3 clusters Score -3935999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3936001.250000 Penalty: 5135.199707
	Iteration 30Q: 3 clusters Score -3936001 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3936005.000000 Penalty: 5135.199707
	Iteration 31Q: 3 clusters Score -3936005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31100 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3936003.000000 Penalty: 5135.199707
	Iteration 32Q: 3 clusters Score -3936003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31100 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -3936003.000000 Penalty: 5135.199707
	Iteration 33F: 3 clusters Score -3936003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (57457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57457 members 
Entering Unmasked Estep 
Score: -7249710.500000 Penalty: 2717.780273
	Iteration 0F: 2 clusters Score -7249710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 28811 members 
Entering Unmasked Estep 
Score: -7211031.000000 Penalty: 5435.560547
	Iteration 0F: 3 clusters Score -7211031 nChanged 26720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -7225899.000000 Penalty: 5435.560547
	Iteration 1F: 3 clusters Score -7225899 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 30654 members 
Entering Unmasked Estep 
Score: -7226422.500000 Penalty: 5435.560547
	Iteration 2Q: 3 clusters Score -7226422 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 31552 members 
Entering Unmasked Estep 
Score: -7226970.500000 Penalty: 5435.560547
	Iteration 3Q: 3 clusters Score -7226970 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 32893 members 
Entering Unmasked Estep 
Score: -7227614.500000 Penalty: 5435.560547
	Iteration 4Q: 3 clusters Score -7227614 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 34759 members 
Entering Unmasked Estep 
Score: -7228509.500000 Penalty: 5435.560547
	Iteration 5Q: 3 clusters Score -7228510 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 37336 members 
Entering Unmasked Estep 
Score: -7229925.000000 Penalty: 5435.560547
	Iteration 6Q: 3 clusters Score -7229925 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 40833 members 
Entering Unmasked Estep 
Score: -7232179.000000 Penalty: 5435.560547
	Iteration 7F: 3 clusters Score -7232179 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 45141 members 
Entering Unmasked Estep 
Score: -7235649.000000 Penalty: 5435.560547
	Iteration 8F: 3 clusters Score -7235649 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 49745 members 
Entering Unmasked Estep 
Score: -7239910.000000 Penalty: 5435.560547
	Iteration 9F: 3 clusters Score -7239910 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 53596 members 
Entering Unmasked Estep 
Score: -7243737.500000 Penalty: 5435.560547
	Iteration 10F: 3 clusters Score -7243738 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 55813 members 
Entering Unmasked Estep 
Score: -7245793.000000 Penalty: 5435.560547
	Iteration 11Q: 3 clusters Score -7245793 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 56728 members 
Entering Unmasked Estep 
Score: -7246680.500000 Penalty: 5435.560547
	Iteration 12Q: 3 clusters Score -7246680 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 57064 members 
Entering Unmasked Estep 
Score: -7247020.000000 Penalty: 5435.560547
	Iteration 13Q: 3 clusters Score -7247020 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 57162 members 
Entering Unmasked Estep 
Score: -7247143.500000 Penalty: 5435.560547
	Iteration 14Q: 3 clusters Score -7247144 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 57198 members 
Entering Unmasked Estep 
Score: -7247200.000000 Penalty: 5435.560547
	Iteration 15Q: 3 clusters Score -7247200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 57210 members 
Entering Unmasked Estep 
Score: -7247216.500000 Penalty: 5435.560547
	Iteration 16Q: 3 clusters Score -7247216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 57215 members 
Entering Unmasked Estep 
Score: -7247226.000000 Penalty: 5435.560547
	Iteration 17Q: 3 clusters Score -7247226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 57225 members 
Entering Unmasked Estep 
Score: -7247242.000000 Penalty: 5435.560547
	Iteration 18Q: 3 clusters Score -7247242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 57228 members 
Entering Unmasked Estep 
Score: -7247245.500000 Penalty: 5435.560547
	Iteration 19Q: 3 clusters Score -7247246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 57233 members 
Entering Unmasked Estep 
Score: -7247261.000000 Penalty: 5435.560547
	Iteration 20F: 3 clusters Score -7247261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 57235 members 
Entering Unmasked Estep 
Score: -7247268.000000 Penalty: 5435.560547
	Iteration 21Q: 3 clusters Score -7247268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 57238 members 
Entering Unmasked Estep 
Score: -7247273.500000 Penalty: 5435.560547
	Iteration 22Q: 3 clusters Score -7247274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 57238 members 
Entering Unmasked Estep 
Score: -7247281.000000 Penalty: 5435.560547
	Iteration 23Q: 3 clusters Score -7247281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 57241 members 
Entering Unmasked Estep 
Score: -7247284.000000 Penalty: 5435.560547
	Iteration 24Q: 3 clusters Score -7247284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 57239 members 
Entering Unmasked Estep 
Score: -7247289.000000 Penalty: 5435.560547
	Iteration 25Q: 3 clusters Score -7247289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 57238 members 
Entering Unmasked Estep 
Score: -7247290.000000 Penalty: 5435.560547
	Iteration 26Q: 3 clusters Score -7247290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 57240 members 
Entering Unmasked Estep 
Score: -7247292.000000 Penalty: 5435.560547
	Iteration 27Q: 3 clusters Score -7247292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 57241 members 
Entering Unmasked Estep 
Score: -7247294.000000 Penalty: 5435.560547
	Iteration 28Q: 3 clusters Score -7247294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 57243 members 
Entering Unmasked Estep 
Score: -7247294.000000 Penalty: 5435.560547
	Iteration 29Q: 3 clusters Score -7247294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 57242 members 
Entering Unmasked Estep 
Score: -7247296.500000 Penalty: 5435.560547
	Iteration 30Q: 3 clusters Score -7247296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 57243 members 
Entering Unmasked Estep 
Score: -7247297.500000 Penalty: 5435.560547
	Iteration 31Q: 3 clusters Score -7247298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 57243 members 
Entering Unmasked Estep 
Score: -7247297.500000 Penalty: 5435.560547
	Iteration 32F: 3 clusters Score -7247298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Entering Unmasked Estep 
Score: -579211.687500 Penalty: 2096.178955
	Iteration 0F: 2 clusters Score -579211.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -574874.437500 Penalty: 4192.357910
	Iteration 0F: 3 clusters Score -574874.4 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -575895.250000 Penalty: 4192.357910
	Iteration 1F: 3 clusters Score -575895.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -576116.375000 Penalty: 4192.357910
	Iteration 2F: 3 clusters Score -576116.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -576282.875000 Penalty: 4192.357910
	Iteration 3F: 3 clusters Score -576282.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -576401.375000 Penalty: 4192.357910
	Iteration 4Q: 3 clusters Score -576401.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -576501.000000 Penalty: 4192.357910
	Iteration 5Q: 3 clusters Score -576501 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -576596.875000 Penalty: 4192.357910
	Iteration 6Q: 3 clusters Score -576596.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -576668.812500 Penalty: 4192.357910
	Iteration 7Q: 3 clusters Score -576668.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -576743.312500 Penalty: 4192.357910
	Iteration 8Q: 3 clusters Score -576743.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -576833.250000 Penalty: 4192.357910
	Iteration 9Q: 3 clusters Score -576833.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -576945.187500 Penalty: 4192.357910
	Iteration 10Q: 3 clusters Score -576945.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -577081.875000 Penalty: 4192.357910
	Iteration 11Q: 3 clusters Score -577081.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -577210.812500 Penalty: 4192.357910
	Iteration 12Q: 3 clusters Score -577210.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -577322.437500 Penalty: 4192.357910
	Iteration 13Q: 3 clusters Score -577322.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -577420.437500 Penalty: 4192.357910
	Iteration 14Q: 3 clusters Score -577420.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -577491.625000 Penalty: 4192.357910
	Iteration 15Q: 3 clusters Score -577491.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -577549.500000 Penalty: 4192.357910
	Iteration 16Q: 3 clusters Score -577549.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -577600.625000 Penalty: 4192.357910
	Iteration 17Q: 3 clusters Score -577600.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -577637.375000 Penalty: 4192.357910
	Iteration 18Q: 3 clusters Score -577637.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -577667.750000 Penalty: 4192.357910
	Iteration 19Q: 3 clusters Score -577667.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -577688.125000 Penalty: 4192.357910
	Iteration 20F: 3 clusters Score -577688.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -577707.125000 Penalty: 4192.357910
	Iteration 21Q: 3 clusters Score -577707.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -577723.562500 Penalty: 4192.357910
	Iteration 22Q: 3 clusters Score -577723.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -577735.750000 Penalty: 4192.357910
	Iteration 23Q: 3 clusters Score -577735.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -577745.625000 Penalty: 4192.357910
	Iteration 24Q: 3 clusters Score -577745.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -577752.375000 Penalty: 4192.357910
	Iteration 25Q: 3 clusters Score -577752.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -577756.437500 Penalty: 4192.357910
	Iteration 26Q: 3 clusters Score -577756.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -577760.375000 Penalty: 4192.357910
	Iteration 27Q: 3 clusters Score -577760.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -577766.250000 Penalty: 4192.357910
	Iteration 28Q: 3 clusters Score -577766.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -577770.687500 Penalty: 4192.357910
	Iteration 29Q: 3 clusters Score -577770.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -577775.312500 Penalty: 4192.357910
	Iteration 30Q: 3 clusters Score -577775.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -577778.875000 Penalty: 4192.357910
	Iteration 31Q: 3 clusters Score -577778.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -577782.125000 Penalty: 4192.357910
	Iteration 32Q: 3 clusters Score -577782.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -577784.437500 Penalty: 4192.357910
	Iteration 33Q: 3 clusters Score -577784.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -577785.312500 Penalty: 4192.357910
	Iteration 34Q: 3 clusters Score -577785.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -577786.500000 Penalty: 4192.357910
	Iteration 35Q: 3 clusters Score -577786.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -577786.500000 Penalty: 4192.357910
	Iteration 36Q: 3 clusters Score -577786.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -577788.562500 Penalty: 4192.357910
	Iteration 37Q: 3 clusters Score -577788.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -577791.187500 Penalty: 4192.357910
	Iteration 38Q: 3 clusters Score -577791.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -577793.687500 Penalty: 4192.357910
	Iteration 39Q: 3 clusters Score -577793.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -577797.312500 Penalty: 4192.357910
	Iteration 40F: 3 clusters Score -577797.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -577800.437500 Penalty: 4192.357910
	Iteration 41Q: 3 clusters Score -577800.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -577802.875000 Penalty: 4192.357910
	Iteration 42Q: 3 clusters Score -577802.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -577806.375000 Penalty: 4192.357910
	Iteration 43Q: 3 clusters Score -577806.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -577808.375000 Penalty: 4192.357910
	Iteration 44Q: 3 clusters Score -577808.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -577810.312500 Penalty: 4192.357910
	Iteration 45Q: 3 clusters Score -577810.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -577812.812500 Penalty: 4192.357910
	Iteration 46Q: 3 clusters Score -577812.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -577812.625000 Penalty: 4192.357910
	Iteration 47Q: 3 clusters Score -577812.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -577814.125000 Penalty: 4192.357910
	Iteration 48Q: 3 clusters Score -577814.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -577814.125000 Penalty: 4192.357910
	Iteration 49F: 3 clusters Score -577814.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Entering Unmasked Estep 
Score: -2650202.750000 Penalty: 2480.253418
	Iteration 0F: 2 clusters Score -2650203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -2634850.500000 Penalty: 4960.506836
	Iteration 0F: 3 clusters Score -2634850 nChanged 9774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -2639982.250000 Penalty: 4960.506836
	Iteration 1F: 3 clusters Score -2639982 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -2640373.500000 Penalty: 4960.506836
	Iteration 2F: 3 clusters Score -2640374 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -2640705.500000 Penalty: 4960.506836
	Iteration 3Q: 3 clusters Score -2640706 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -2640989.250000 Penalty: 4960.506836
	Iteration 4Q: 3 clusters Score -2640989 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -2641284.000000 Penalty: 4960.506836
	Iteration 5Q: 3 clusters Score -2641284 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -2641564.250000 Penalty: 4960.506836
	Iteration 6Q: 3 clusters Score -2641564 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -2641853.750000 Penalty: 4960.506836
	Iteration 7Q: 3 clusters Score -2641854 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -2642209.750000 Penalty: 4960.506836
	Iteration 8Q: 3 clusters Score -2642210 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -2642585.250000 Penalty: 4960.506836
	Iteration 9Q: 3 clusters Score -2642585 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2642999.000000 Penalty: 4960.506836
	Iteration 10Q: 3 clusters Score -2642999 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -2643418.500000 Penalty: 4960.506836
	Iteration 11Q: 3 clusters Score -2643418 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -2643853.500000 Penalty: 4960.506836
	Iteration 12Q: 3 clusters Score -2643854 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -2644265.500000 Penalty: 4960.506836
	Iteration 13Q: 3 clusters Score -2644266 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -2644681.500000 Penalty: 4960.506836
	Iteration 14Q: 3 clusters Score -2644682 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -2645107.000000 Penalty: 4960.506836
	Iteration 15Q: 3 clusters Score -2645107 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -2645499.500000 Penalty: 4960.506836
	Iteration 16Q: 3 clusters Score -2645500 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -2645863.250000 Penalty: 4960.506836
	Iteration 17Q: 3 clusters Score -2645863 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -2646265.500000 Penalty: 4960.506836
	Iteration 18Q: 3 clusters Score -2646266 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -2646612.000000 Penalty: 4960.506836
	Iteration 19Q: 3 clusters Score -2646612 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -2646910.750000 Penalty: 4960.506836
	Iteration 20F: 3 clusters Score -2646911 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -2647166.750000 Penalty: 4960.506836
	Iteration 21Q: 3 clusters Score -2647167 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2647380.500000 Penalty: 4960.506836
	Iteration 22Q: 3 clusters Score -2647380 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19486 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -2647534.000000 Penalty: 4960.506836
	Iteration 23Q: 3 clusters Score -2647534 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -2647639.750000 Penalty: 4960.506836
	Iteration 24Q: 3 clusters Score -2647640 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2647716.000000 Penalty: 4960.506836
	Iteration 25Q: 3 clusters Score -2647716 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2647772.750000 Penalty: 4960.506836
	Iteration 26Q: 3 clusters Score -2647773 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2647830.000000 Penalty: 4960.506836
	Iteration 27Q: 3 clusters Score -2647830 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2647857.500000 Penalty: 4960.506836
	Iteration 28Q: 3 clusters Score -2647858 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2647886.250000 Penalty: 4960.506836
	Iteration 29Q: 3 clusters Score -2647886 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2647906.750000 Penalty: 4960.506836
	Iteration 30Q: 3 clusters Score -2647907 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2647937.500000 Penalty: 4960.506836
	Iteration 31Q: 3 clusters Score -2647938 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2647955.750000 Penalty: 4960.506836
	Iteration 32Q: 3 clusters Score -2647956 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2647970.750000 Penalty: 4960.506836
	Iteration 33Q: 3 clusters Score -2647971 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2647977.000000 Penalty: 4960.506836
	Iteration 34Q: 3 clusters Score -2647977 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2647985.500000 Penalty: 4960.506836
	Iteration 35Q: 3 clusters Score -2647986 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2647999.250000 Penalty: 4960.506836
	Iteration 36Q: 3 clusters Score -2647999 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2648010.750000 Penalty: 4960.506836
	Iteration 37Q: 3 clusters Score -2648011 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2648024.000000 Penalty: 4960.506836
	Iteration 38Q: 3 clusters Score -2648024 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2648043.750000 Penalty: 4960.506836
	Iteration 39Q: 3 clusters Score -2648044 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2648047.250000 Penalty: 4960.506836
	Iteration 40F: 3 clusters Score -2648047 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2648060.750000 Penalty: 4960.506836
	Iteration 41Q: 3 clusters Score -2648061 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2648075.750000 Penalty: 4960.506836
	Iteration 42Q: 3 clusters Score -2648076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2648075.000000 Penalty: 4960.506836
	Iteration 43Q: 3 clusters Score -2648075 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2648087.500000 Penalty: 4960.506836
	Iteration 44Q: 3 clusters Score -2648088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2648095.250000 Penalty: 4960.506836
	Iteration 45Q: 3 clusters Score -2648095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -2648096.000000 Penalty: 4960.506836
	Iteration 46Q: 3 clusters Score -2648096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2648101.500000 Penalty: 4960.506836
	Iteration 47Q: 3 clusters Score -2648102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2648102.250000 Penalty: 4960.506836
	Iteration 48Q: 3 clusters Score -2648102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2648107.500000 Penalty: 4960.506836
	Iteration 49Q: 3 clusters Score -2648108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2648111.500000 Penalty: 4960.506836
	Iteration 50Q: 3 clusters Score -2648112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2648115.250000 Penalty: 4960.506836
	Iteration 51Q: 3 clusters Score -2648115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2648119.000000 Penalty: 4960.506836
	Iteration 52Q: 3 clusters Score -2648119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2648116.250000 Penalty: 4960.506836
	Iteration 53Q: 3 clusters Score -2648116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20900 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2648115.500000 Penalty: 4960.506836
	Iteration 54Q: 3 clusters Score -2648116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2648114.000000 Penalty: 4960.506836
	Iteration 55Q: 3 clusters Score -2648114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2648113.250000 Penalty: 4960.506836
	Iteration 56Q: 3 clusters Score -2648113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2648117.750000 Penalty: 4960.506836
	Iteration 57Q: 3 clusters Score -2648118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2648116.750000 Penalty: 4960.506836
	Iteration 58Q: 3 clusters Score -2648117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2648119.250000 Penalty: 4960.506836
	Iteration 59Q: 3 clusters Score -2648119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2648119.000000 Penalty: 4960.506836
	Iteration 60F: 3 clusters Score -2648119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2648119.750000 Penalty: 4960.506836
	Iteration 61Q: 3 clusters Score -2648120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2648121.000000 Penalty: 4960.506836
	Iteration 62Q: 3 clusters Score -2648121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2648121.000000 Penalty: 4960.506836
	Iteration 63Q: 3 clusters Score -2648121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2648118.750000 Penalty: 4960.506836
	Iteration 64Q: 3 clusters Score -2648119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2648118.750000 Penalty: 4960.506836
	Iteration 65F: 3 clusters Score -2648119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Entering Unmasked Estep 
Score: -1557102.125000 Penalty: 2338.191162
	Iteration 0F: 2 clusters Score -1557102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1547828.125000 Penalty: 4676.382324
	Iteration 0F: 3 clusters Score -1547828 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1550733.375000 Penalty: 4676.382324
	Iteration 1F: 3 clusters Score -1550733 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1551143.000000 Penalty: 4676.382324
	Iteration 2F: 3 clusters Score -1551143 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1551429.125000 Penalty: 4676.382324
	Iteration 3F: 3 clusters Score -1551429 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1551688.750000 Penalty: 4676.382324
	Iteration 4Q: 3 clusters Score -1551689 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1551928.750000 Penalty: 4676.382324
	Iteration 5Q: 3 clusters Score -1551929 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1552163.250000 Penalty: 4676.382324
	Iteration 6Q: 3 clusters Score -1552163 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1552380.625000 Penalty: 4676.382324
	Iteration 7Q: 3 clusters Score -1552381 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1552619.125000 Penalty: 4676.382324
	Iteration 8Q: 3 clusters Score -1552619 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1552860.250000 Penalty: 4676.382324
	Iteration 9Q: 3 clusters Score -1552860 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1553100.875000 Penalty: 4676.382324
	Iteration 10Q: 3 clusters Score -1553101 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1553347.125000 Penalty: 4676.382324
	Iteration 11Q: 3 clusters Score -1553347 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1553564.500000 Penalty: 4676.382324
	Iteration 12Q: 3 clusters Score -1553564 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1553747.125000 Penalty: 4676.382324
	Iteration 13Q: 3 clusters Score -1553747 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1553950.250000 Penalty: 4676.382324
	Iteration 14Q: 3 clusters Score -1553950 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1554122.000000 Penalty: 4676.382324
	Iteration 15Q: 3 clusters Score -1554122 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1554283.875000 Penalty: 4676.382324
	Iteration 16Q: 3 clusters Score -1554284 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1554438.500000 Penalty: 4676.382324
	Iteration 17Q: 3 clusters Score -1554438 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1554575.750000 Penalty: 4676.382324
	Iteration 18Q: 3 clusters Score -1554576 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1554670.125000 Penalty: 4676.382324
	Iteration 19Q: 3 clusters Score -1554670 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1554759.500000 Penalty: 4676.382324
	Iteration 20F: 3 clusters Score -1554760 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1554842.500000 Penalty: 4676.382324
	Iteration 21Q: 3 clusters Score -1554842 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1554913.750000 Penalty: 4676.382324
	Iteration 22Q: 3 clusters Score -1554914 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1554966.375000 Penalty: 4676.382324
	Iteration 23Q: 3 clusters Score -1554966 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1555000.125000 Penalty: 4676.382324
	Iteration 24Q: 3 clusters Score -1555000 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1555020.250000 Penalty: 4676.382324
	Iteration 25Q: 3 clusters Score -1555020 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1555036.625000 Penalty: 4676.382324
	Iteration 26Q: 3 clusters Score -1555037 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1555057.250000 Penalty: 4676.382324
	Iteration 27Q: 3 clusters Score -1555057 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1555071.875000 Penalty: 4676.382324
	Iteration 28Q: 3 clusters Score -1555072 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1555085.375000 Penalty: 4676.382324
	Iteration 29Q: 3 clusters Score -1555085 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1555097.625000 Penalty: 4676.382324
	Iteration 30Q: 3 clusters Score -1555098 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1555108.750000 Penalty: 4676.382324
	Iteration 31Q: 3 clusters Score -1555109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1555117.500000 Penalty: 4676.382324
	Iteration 32Q: 3 clusters Score -1555118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1555125.000000 Penalty: 4676.382324
	Iteration 33Q: 3 clusters Score -1555125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1555132.000000 Penalty: 4676.382324
	Iteration 34Q: 3 clusters Score -1555132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1555137.125000 Penalty: 4676.382324
	Iteration 35Q: 3 clusters Score -1555137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1555135.250000 Penalty: 4676.382324
	Iteration 36Q: 3 clusters Score -1555135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1555136.500000 Penalty: 4676.382324
	Iteration 37Q: 3 clusters Score -1555136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1555139.625000 Penalty: 4676.382324
	Iteration 38Q: 3 clusters Score -1555140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1555141.250000 Penalty: 4676.382324
	Iteration 39Q: 3 clusters Score -1555141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1555144.750000 Penalty: 4676.382324
	Iteration 40F: 3 clusters Score -1555145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1555148.500000 Penalty: 4676.382324
	Iteration 41Q: 3 clusters Score -1555148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1555150.625000 Penalty: 4676.382324
	Iteration 42Q: 3 clusters Score -1555151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1555151.875000 Penalty: 4676.382324
	Iteration 43Q: 3 clusters Score -1555152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1555151.125000 Penalty: 4676.382324
	Iteration 44Q: 3 clusters Score -1555151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1555152.250000 Penalty: 4676.382324
	Iteration 45Q: 3 clusters Score -1555152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1555153.000000 Penalty: 4676.382324
	Iteration 46Q: 3 clusters Score -1555153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1555153.000000 Penalty: 4676.382324
	Iteration 47Q: 3 clusters Score -1555153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1555153.375000 Penalty: 4676.382324
	Iteration 48Q: 3 clusters Score -1555153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1555152.000000 Penalty: 4676.382324
	Iteration 49Q: 3 clusters Score -1555152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1555152.000000 Penalty: 4676.382324
	Iteration 50F: 3 clusters Score -1555152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -81930.281250 Penalty: 1624.667847
	Iteration 0F: 2 clusters Score -81930.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -80266.992188 Penalty: 3249.335693
	Iteration 0F: 3 clusters Score -80266.99 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -80521.320312 Penalty: 3249.335693
	Iteration 1F: 3 clusters Score -80521.32 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -80607.304688 Penalty: 3249.335693
	Iteration 2Q: 3 clusters Score -80607.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -80636.578125 Penalty: 3249.335693
	Iteration 3Q: 3 clusters Score -80636.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -80655.742188 Penalty: 3249.335693
	Iteration 4Q: 3 clusters Score -80655.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -80677.234375 Penalty: 3249.335693
	Iteration 5Q: 3 clusters Score -80677.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -80689.078125 Penalty: 3249.335693
	Iteration 6Q: 3 clusters Score -80689.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -80698.140625 Penalty: 3249.335693
	Iteration 7Q: 3 clusters Score -80698.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -80706.289062 Penalty: 3249.335693
	Iteration 8Q: 3 clusters Score -80706.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -80715.867188 Penalty: 3249.335693
	Iteration 9Q: 3 clusters Score -80715.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -80725.312500 Penalty: 3249.335693
	Iteration 10Q: 3 clusters Score -80725.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -80732.585938 Penalty: 3249.335693
	Iteration 11Q: 3 clusters Score -80732.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -80743.546875 Penalty: 3249.335693
	Iteration 12Q: 3 clusters Score -80743.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -80756.195312 Penalty: 3249.335693
	Iteration 13Q: 3 clusters Score -80756.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -80776.289062 Penalty: 3249.335693
	Iteration 14Q: 3 clusters Score -80776.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -80787.078125 Penalty: 3249.335693
	Iteration 15Q: 3 clusters Score -80787.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -80800.468750 Penalty: 3249.335693
	Iteration 16Q: 3 clusters Score -80800.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -80812.929688 Penalty: 3249.335693
	Iteration 17Q: 3 clusters Score -80812.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -80832.578125 Penalty: 3249.335693
	Iteration 18Q: 3 clusters Score -80832.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -80859.257812 Penalty: 3249.335693
	Iteration 19Q: 3 clusters Score -80859.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -80881.929688 Penalty: 3249.335693
	Iteration 20F: 3 clusters Score -80881.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -80903.210938 Penalty: 3249.335693
	Iteration 21Q: 3 clusters Score -80903.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -80909.250000 Penalty: 3249.335693
	Iteration 22Q: 3 clusters Score -80909.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -80919.789062 Penalty: 3249.335693
	Iteration 23Q: 3 clusters Score -80919.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -80933.242188 Penalty: 3249.335693
	Iteration 24Q: 3 clusters Score -80933.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -80945.554688 Penalty: 3249.335693
	Iteration 25Q: 3 clusters Score -80945.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -80950.257812 Penalty: 3249.335693
	Iteration 26Q: 3 clusters Score -80950.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -80955.375000 Penalty: 3249.335693
	Iteration 27Q: 3 clusters Score -80955.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -80955.375000 Penalty: 3249.335693
	Iteration 28F: 3 clusters Score -80955.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Entering Unmasked Estep 
Score: -120329.195312 Penalty: 1723.802002
	Iteration 0F: 2 clusters Score -120329.2 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 567 members 
Entering Unmasked Estep 
Score: -118369.210938 Penalty: 3447.604004
	Iteration 0F: 3 clusters Score -118369.2 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -118692.414062 Penalty: 3447.604004
	Iteration 1F: 3 clusters Score -118692.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -118817.437500 Penalty: 3447.604004
	Iteration 2F: 3 clusters Score -118817.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -118866.843750 Penalty: 3447.604004
	Iteration 3Q: 3 clusters Score -118866.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -118898.570312 Penalty: 3447.604004
	Iteration 4Q: 3 clusters Score -118898.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -118913.210938 Penalty: 3447.604004
	Iteration 5Q: 3 clusters Score -118913.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -118931.781250 Penalty: 3447.604004
	Iteration 6Q: 3 clusters Score -118931.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -118946.554688 Penalty: 3447.604004
	Iteration 7Q: 3 clusters Score -118946.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -118950.179688 Penalty: 3447.604004
	Iteration 8Q: 3 clusters Score -118950.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -118952.320312 Penalty: 3447.604004
	Iteration 9Q: 3 clusters Score -118952.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -118954.687500 Penalty: 3447.604004
	Iteration 10Q: 3 clusters Score -118954.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -118954.687500 Penalty: 3447.604004
	Iteration 11F: 3 clusters Score -118954.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Entering Unmasked Estep 
Score: -731058.125000 Penalty: 2148.386963
	Iteration 0F: 2 clusters Score -731058.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -726039.625000 Penalty: 4296.773926
	Iteration 0F: 3 clusters Score -726039.6 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -727306.812500 Penalty: 4296.773926
	Iteration 1F: 3 clusters Score -727306.8 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -727542.750000 Penalty: 4296.773926
	Iteration 2F: 3 clusters Score -727542.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -727705.562500 Penalty: 4296.773926
	Iteration 3F: 3 clusters Score -727705.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -727808.875000 Penalty: 4296.773926
	Iteration 4Q: 3 clusters Score -727808.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -727867.312500 Penalty: 4296.773926
	Iteration 5Q: 3 clusters Score -727867.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -727916.250000 Penalty: 4296.773926
	Iteration 6Q: 3 clusters Score -727916.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -727956.062500 Penalty: 4296.773926
	Iteration 7Q: 3 clusters Score -727956.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -727997.000000 Penalty: 4296.773926
	Iteration 8Q: 3 clusters Score -727997 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -728042.437500 Penalty: 4296.773926
	Iteration 9Q: 3 clusters Score -728042.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -728086.937500 Penalty: 4296.773926
	Iteration 10Q: 3 clusters Score -728086.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -728131.750000 Penalty: 4296.773926
	Iteration 11Q: 3 clusters Score -728131.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -728171.750000 Penalty: 4296.773926
	Iteration 12Q: 3 clusters Score -728171.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -728215.687500 Penalty: 4296.773926
	Iteration 13Q: 3 clusters Score -728215.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -728259.750000 Penalty: 4296.773926
	Iteration 14Q: 3 clusters Score -728259.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -728304.812500 Penalty: 4296.773926
	Iteration 15Q: 3 clusters Score -728304.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -728339.125000 Penalty: 4296.773926
	Iteration 16Q: 3 clusters Score -728339.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -728375.437500 Penalty: 4296.773926
	Iteration 17Q: 3 clusters Score -728375.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -728420.875000 Penalty: 4296.773926
	Iteration 18Q: 3 clusters Score -728420.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -728474.812500 Penalty: 4296.773926
	Iteration 19Q: 3 clusters Score -728474.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -728526.375000 Penalty: 4296.773926
	Iteration 20F: 3 clusters Score -728526.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -728587.687500 Penalty: 4296.773926
	Iteration 21Q: 3 clusters Score -728587.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -728651.187500 Penalty: 4296.773926
	Iteration 22Q: 3 clusters Score -728651.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -728730.312500 Penalty: 4296.773926
	Iteration 23Q: 3 clusters Score -728730.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -728812.750000 Penalty: 4296.773926
	Iteration 24Q: 3 clusters Score -728812.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -728901.750000 Penalty: 4296.773926
	Iteration 25Q: 3 clusters Score -728901.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -728982.750000 Penalty: 4296.773926
	Iteration 26Q: 3 clusters Score -728982.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -729052.250000 Penalty: 4296.773926
	Iteration 27Q: 3 clusters Score -729052.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -729118.750000 Penalty: 4296.773926
	Iteration 28Q: 3 clusters Score -729118.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -729176.250000 Penalty: 4296.773926
	Iteration 29Q: 3 clusters Score -729176.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -729210.437500 Penalty: 4296.773926
	Iteration 30Q: 3 clusters Score -729210.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -729229.687500 Penalty: 4296.773926
	Iteration 31Q: 3 clusters Score -729229.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -729246.750000 Penalty: 4296.773926
	Iteration 32Q: 3 clusters Score -729246.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -729258.312500 Penalty: 4296.773926
	Iteration 33Q: 3 clusters Score -729258.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -729264.375000 Penalty: 4296.773926
	Iteration 34Q: 3 clusters Score -729264.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -729271.312500 Penalty: 4296.773926
	Iteration 35Q: 3 clusters Score -729271.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -729278.750000 Penalty: 4296.773926
	Iteration 36Q: 3 clusters Score -729278.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -729280.687500 Penalty: 4296.773926
	Iteration 37Q: 3 clusters Score -729280.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -729285.250000 Penalty: 4296.773926
	Iteration 38Q: 3 clusters Score -729285.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -729286.937500 Penalty: 4296.773926
	Iteration 39Q: 3 clusters Score -729286.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -729287.437500 Penalty: 4296.773926
	Iteration 40F: 3 clusters Score -729287.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -729289.312500 Penalty: 4296.773926
	Iteration 41Q: 3 clusters Score -729289.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -729289.812500 Penalty: 4296.773926
	Iteration 42Q: 3 clusters Score -729289.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -729292.437500 Penalty: 4296.773926
	Iteration 43Q: 3 clusters Score -729292.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -729295.375000 Penalty: 4296.773926
	Iteration 44Q: 3 clusters Score -729295.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -729295.875000 Penalty: 4296.773926
	Iteration 45Q: 3 clusters Score -729295.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -729295.937500 Penalty: 4296.773926
	Iteration 46Q: 3 clusters Score -729295.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -729297.750000 Penalty: 4296.773926
	Iteration 47Q: 3 clusters Score -729297.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -729298.875000 Penalty: 4296.773926
	Iteration 48Q: 3 clusters Score -729298.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -729298.562500 Penalty: 4296.773926
	Iteration 49Q: 3 clusters Score -729298.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -729298.562500 Penalty: 4296.773926
	Iteration 50F: 3 clusters Score -729298.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Entering Unmasked Estep 
Score: -1968970.000000 Penalty: 2395.699219
	Iteration 0F: 2 clusters Score -1968970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -1957639.750000 Penalty: 4791.398438
	Iteration 0F: 3 clusters Score -1957640 nChanged 6822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1961236.750000 Penalty: 4791.398438
	Iteration 1F: 3 clusters Score -1961237 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -1961587.250000 Penalty: 4791.398438
	Iteration 2F: 3 clusters Score -1961587 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1961851.125000 Penalty: 4791.398438
	Iteration 3Q: 3 clusters Score -1961851 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1962112.750000 Penalty: 4791.398438
	Iteration 4Q: 3 clusters Score -1962113 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1962416.000000 Penalty: 4791.398438
	Iteration 5Q: 3 clusters Score -1962416 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1962729.875000 Penalty: 4791.398438
	Iteration 6Q: 3 clusters Score -1962730 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -1963114.250000 Penalty: 4791.398438
	Iteration 7Q: 3 clusters Score -1963114 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1963586.375000 Penalty: 4791.398438
	Iteration 8Q: 3 clusters Score -1963586 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1964135.250000 Penalty: 4791.398438
	Iteration 9F: 3 clusters Score -1964135 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1964736.250000 Penalty: 4791.398438
	Iteration 10F: 3 clusters Score -1964736 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1965339.000000 Penalty: 4791.398438
	Iteration 11F: 3 clusters Score -1965339 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1965778.375000 Penalty: 4791.398438
	Iteration 12Q: 3 clusters Score -1965778 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1966074.250000 Penalty: 4791.398438
	Iteration 13Q: 3 clusters Score -1966074 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -1966278.625000 Penalty: 4791.398438
	Iteration 14Q: 3 clusters Score -1966279 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1966428.500000 Penalty: 4791.398438
	Iteration 15Q: 3 clusters Score -1966428 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -1966532.125000 Penalty: 4791.398438
	Iteration 16Q: 3 clusters Score -1966532 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1966603.875000 Penalty: 4791.398438
	Iteration 17Q: 3 clusters Score -1966604 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1966655.250000 Penalty: 4791.398438
	Iteration 18Q: 3 clusters Score -1966655 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -1966697.250000 Penalty: 4791.398438
	Iteration 19Q: 3 clusters Score -1966697 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -1966734.250000 Penalty: 4791.398438
	Iteration 20F: 3 clusters Score -1966734 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1966779.125000 Penalty: 4791.398438
	Iteration 21Q: 3 clusters Score -1966779 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1966825.000000 Penalty: 4791.398438
	Iteration 22Q: 3 clusters Score -1966825 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 12683 members 
Entering Unmasked Estep 
Score: -1966862.875000 Penalty: 4791.398438
	Iteration 23Q: 3 clusters Score -1966863 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -1966899.375000 Penalty: 4791.398438
	Iteration 24Q: 3 clusters Score -1966899 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -1966925.375000 Penalty: 4791.398438
	Iteration 25Q: 3 clusters Score -1966925 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -1966957.875000 Penalty: 4791.398438
	Iteration 26Q: 3 clusters Score -1966958 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -1966978.000000 Penalty: 4791.398438
	Iteration 27Q: 3 clusters Score -1966978 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -1966987.000000 Penalty: 4791.398438
	Iteration 28Q: 3 clusters Score -1966987 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1967006.125000 Penalty: 4791.398438
	Iteration 29Q: 3 clusters Score -1967006 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -1967014.750000 Penalty: 4791.398438
	Iteration 30Q: 3 clusters Score -1967015 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -1967034.875000 Penalty: 4791.398438
	Iteration 31Q: 3 clusters Score -1967035 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -1967032.750000 Penalty: 4791.398438
	Iteration 32Q: 3 clusters Score -1967033 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1967039.500000 Penalty: 4791.398438
	Iteration 33Q: 3 clusters Score -1967040 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -1967044.000000 Penalty: 4791.398438
	Iteration 34Q: 3 clusters Score -1967044 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -1967048.375000 Penalty: 4791.398438
	Iteration 35Q: 3 clusters Score -1967048 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -1967061.000000 Penalty: 4791.398438
	Iteration 36Q: 3 clusters Score -1967061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -1967064.000000 Penalty: 4791.398438
	Iteration 37Q: 3 clusters Score -1967064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -1967064.125000 Penalty: 4791.398438
	Iteration 38Q: 3 clusters Score -1967064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -1967068.375000 Penalty: 4791.398438
	Iteration 39Q: 3 clusters Score -1967068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -1967068.500000 Penalty: 4791.398438
	Iteration 40F: 3 clusters Score -1967068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -1967067.375000 Penalty: 4791.398438
	Iteration 41Q: 3 clusters Score -1967067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -1967064.250000 Penalty: 4791.398438
	Iteration 42Q: 3 clusters Score -1967064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -1967072.000000 Penalty: 4791.398438
	Iteration 43Q: 3 clusters Score -1967072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -1967070.500000 Penalty: 4791.398438
	Iteration 44Q: 3 clusters Score -1967070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -1967072.625000 Penalty: 4791.398438
	Iteration 45Q: 3 clusters Score -1967073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -1967070.875000 Penalty: 4791.398438
	Iteration 46Q: 3 clusters Score -1967071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -1967072.250000 Penalty: 4791.398438
	Iteration 47Q: 3 clusters Score -1967072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1967076.750000 Penalty: 4791.398438
	Iteration 48Q: 3 clusters Score -1967077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -1967075.750000 Penalty: 4791.398438
	Iteration 49Q: 3 clusters Score -1967076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -1967078.750000 Penalty: 4791.398438
	Iteration 50Q: 3 clusters Score -1967079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -1967084.750000 Penalty: 4791.398438
	Iteration 51Q: 3 clusters Score -1967085 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -1967083.875000 Penalty: 4791.398438
	Iteration 52Q: 3 clusters Score -1967084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -1967088.250000 Penalty: 4791.398438
	Iteration 53Q: 3 clusters Score -1967088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -1967092.250000 Penalty: 4791.398438
	Iteration 54Q: 3 clusters Score -1967092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -1967098.500000 Penalty: 4791.398438
	Iteration 55Q: 3 clusters Score -1967098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -1967098.250000 Penalty: 4791.398438
	Iteration 56Q: 3 clusters Score -1967098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -1967097.125000 Penalty: 4791.398438
	Iteration 57Q: 3 clusters Score -1967097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 13608 members 
Entering Unmasked Estep 
Score: -1967101.500000 Penalty: 4791.398438
	Iteration 58Q: 3 clusters Score -1967102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -1967101.250000 Penalty: 4791.398438
	Iteration 59Q: 3 clusters Score -1967101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -1967099.000000 Penalty: 4791.398438
	Iteration 60F: 3 clusters Score -1967099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -1967099.125000 Penalty: 4791.398438
	Iteration 61Q: 3 clusters Score -1967099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -1967099.875000 Penalty: 4791.398438
	Iteration 62Q: 3 clusters Score -1967100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -1967103.875000 Penalty: 4791.398438
	Iteration 63Q: 3 clusters Score -1967104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -1967106.500000 Penalty: 4791.398438
	Iteration 64Q: 3 clusters Score -1967106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -1967103.750000 Penalty: 4791.398438
	Iteration 65Q: 3 clusters Score -1967104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -1967106.500000 Penalty: 4791.398438
	Iteration 66Q: 3 clusters Score -1967106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -1967106.000000 Penalty: 4791.398438
	Iteration 67Q: 3 clusters Score -1967106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -1967107.625000 Penalty: 4791.398438
	Iteration 68Q: 3 clusters Score -1967108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -1967107.875000 Penalty: 4791.398438
	Iteration 69Q: 3 clusters Score -1967108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -1967107.875000 Penalty: 4791.398438
	Iteration 70F: 3 clusters Score -1967108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44136 members 
Entering Unmasked Estep 
Score: -5571725.000000 Penalty: 2652.367676
	Iteration 0F: 2 clusters Score -5571725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22223 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -5541888.000000 Penalty: 5304.735352
	Iteration 0F: 3 clusters Score -5541888 nChanged 20354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -5553151.000000 Penalty: 5304.735352
	Iteration 1F: 3 clusters Score -5553151 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23977 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -5553834.000000 Penalty: 5304.735352
	Iteration 2Q: 3 clusters Score -5553834 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -5554631.000000 Penalty: 5304.735352
	Iteration 3Q: 3 clusters Score -5554631 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26484 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -5555772.000000 Penalty: 5304.735352
	Iteration 4F: 3 clusters Score -5555772 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -5557373.000000 Penalty: 5304.735352
	Iteration 5F: 3 clusters Score -5557373 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -5559677.000000 Penalty: 5304.735352
	Iteration 6F: 3 clusters Score -5559677 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -5562461.000000 Penalty: 5304.735352
	Iteration 7F: 3 clusters Score -5562461 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -5565016.000000 Penalty: 5304.735352
	Iteration 8F: 3 clusters Score -5565016 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35829 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -5566474.500000 Penalty: 5304.735352
	Iteration 9Q: 3 clusters Score -5566474 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36358 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -5567177.000000 Penalty: 5304.735352
	Iteration 10Q: 3 clusters Score -5567177 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36799 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -5567595.500000 Penalty: 5304.735352
	Iteration 11Q: 3 clusters Score -5567596 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37211 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -5567874.000000 Penalty: 5304.735352
	Iteration 12Q: 3 clusters Score -5567874 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37565 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -5568073.000000 Penalty: 5304.735352
	Iteration 13Q: 3 clusters Score -5568073 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37874 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -5568196.500000 Penalty: 5304.735352
	Iteration 14Q: 3 clusters Score -5568196 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38163 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -5568301.000000 Penalty: 5304.735352
	Iteration 15Q: 3 clusters Score -5568301 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38438 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -5568393.500000 Penalty: 5304.735352
	Iteration 16Q: 3 clusters Score -5568394 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38705 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -5568489.000000 Penalty: 5304.735352
	Iteration 17Q: 3 clusters Score -5568489 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38953 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -5568552.000000 Penalty: 5304.735352
	Iteration 18Q: 3 clusters Score -5568552 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -5568642.000000 Penalty: 5304.735352
	Iteration 19Q: 3 clusters Score -5568642 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39453 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -5568724.500000 Penalty: 5304.735352
	Iteration 20F: 3 clusters Score -5568724 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39668 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -5568780.000000 Penalty: 5304.735352
	Iteration 21Q: 3 clusters Score -5568780 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39841 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -5568818.000000 Penalty: 5304.735352
	Iteration 22Q: 3 clusters Score -5568818 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40004 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -5568852.500000 Penalty: 5304.735352
	Iteration 23Q: 3 clusters Score -5568852 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40142 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -5568897.000000 Penalty: 5304.735352
	Iteration 24Q: 3 clusters Score -5568897 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -5568915.000000 Penalty: 5304.735352
	Iteration 25Q: 3 clusters Score -5568915 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40367 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -5568936.500000 Penalty: 5304.735352
	Iteration 26Q: 3 clusters Score -5568936 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40458 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -5568965.500000 Penalty: 5304.735352
	Iteration 27Q: 3 clusters Score -5568966 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40536 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -5568981.500000 Penalty: 5304.735352
	Iteration 28Q: 3 clusters Score -5568982 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40609 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -5568988.000000 Penalty: 5304.735352
	Iteration 29Q: 3 clusters Score -5568988 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40673 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -5569019.500000 Penalty: 5304.735352
	Iteration 30Q: 3 clusters Score -5569020 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -5569030.000000 Penalty: 5304.735352
	Iteration 31Q: 3 clusters Score -5569030 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40813 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -5569037.500000 Penalty: 5304.735352
	Iteration 32Q: 3 clusters Score -5569038 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40886 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -5569048.500000 Penalty: 5304.735352
	Iteration 33Q: 3 clusters Score -5569048 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40945 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -5569056.000000 Penalty: 5304.735352
	Iteration 34Q: 3 clusters Score -5569056 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41004 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -5569062.500000 Penalty: 5304.735352
	Iteration 35Q: 3 clusters Score -5569062 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -5569086.000000 Penalty: 5304.735352
	Iteration 36Q: 3 clusters Score -5569086 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41109 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -5569097.500000 Penalty: 5304.735352
	Iteration 37Q: 3 clusters Score -5569098 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41162 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -5569101.500000 Penalty: 5304.735352
	Iteration 38Q: 3 clusters Score -5569102 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41207 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -5569103.000000 Penalty: 5304.735352
	Iteration 39Q: 3 clusters Score -5569103 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41240 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -5569113.000000 Penalty: 5304.735352
	Iteration 40F: 3 clusters Score -5569113 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41275 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -5569112.500000 Penalty: 5304.735352
	Iteration 41Q: 3 clusters Score -5569112 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41307 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -5569116.500000 Penalty: 5304.735352
	Iteration 42Q: 3 clusters Score -5569116 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41343 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -5569120.500000 Penalty: 5304.735352
	Iteration 43Q: 3 clusters Score -5569120 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41383 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -5569136.500000 Penalty: 5304.735352
	Iteration 44Q: 3 clusters Score -5569136 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -5569153.000000 Penalty: 5304.735352
	Iteration 45Q: 3 clusters Score -5569153 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41455 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -5569145.000000 Penalty: 5304.735352
	Iteration 46Q: 3 clusters Score -5569145 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41497 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -5569159.000000 Penalty: 5304.735352
	Iteration 47Q: 3 clusters Score -5569159 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41537 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -5569170.500000 Penalty: 5304.735352
	Iteration 48Q: 3 clusters Score -5569170 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41568 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -5569175.500000 Penalty: 5304.735352
	Iteration 49Q: 3 clusters Score -5569176 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41598 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -5569180.500000 Penalty: 5304.735352
	Iteration 50Q: 3 clusters Score -5569180 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41626 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -5569190.500000 Penalty: 5304.735352
	Iteration 51Q: 3 clusters Score -5569190 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -5569207.500000 Penalty: 5304.735352
	Iteration 52Q: 3 clusters Score -5569208 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -5569211.500000 Penalty: 5304.735352
	Iteration 53Q: 3 clusters Score -5569212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41703 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -5569215.500000 Penalty: 5304.735352
	Iteration 54Q: 3 clusters Score -5569216 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41722 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -5569219.000000 Penalty: 5304.735352
	Iteration 55Q: 3 clusters Score -5569219 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -5569226.500000 Penalty: 5304.735352
	Iteration 56Q: 3 clusters Score -5569226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41743 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -5569235.000000 Penalty: 5304.735352
	Iteration 57Q: 3 clusters Score -5569235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41752 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -5569226.500000 Penalty: 5304.735352
	Iteration 58Q: 3 clusters Score -5569226 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41764 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -5569218.000000 Penalty: 5304.735352
	Iteration 59Q: 3 clusters Score -5569218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41770 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -5569218.500000 Penalty: 5304.735352
	Iteration 60F: 3 clusters Score -5569218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41776 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -5569229.500000 Penalty: 5304.735352
	Iteration 61Q: 3 clusters Score -5569230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41781 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -5569227.000000 Penalty: 5304.735352
	Iteration 62Q: 3 clusters Score -5569227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41790 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -5569236.000000 Penalty: 5304.735352
	Iteration 63Q: 3 clusters Score -5569236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41801 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -5569236.000000 Penalty: 5304.735352
	Iteration 64Q: 3 clusters Score -5569236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41811 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -5569231.500000 Penalty: 5304.735352
	Iteration 65Q: 3 clusters Score -5569232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41817 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -5569235.500000 Penalty: 5304.735352
	Iteration 66Q: 3 clusters Score -5569236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41821 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -5569244.000000 Penalty: 5304.735352
	Iteration 67Q: 3 clusters Score -5569244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -5569239.500000 Penalty: 5304.735352
	Iteration 68Q: 3 clusters Score -5569240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41827 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -5569244.000000 Penalty: 5304.735352
	Iteration 69Q: 3 clusters Score -5569244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41831 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -5569246.000000 Penalty: 5304.735352
	Iteration 70Q: 3 clusters Score -5569246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41834 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -5569244.000000 Penalty: 5304.735352
	Iteration 71Q: 3 clusters Score -5569244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41836 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -5569243.000000 Penalty: 5304.735352
	Iteration 72Q: 3 clusters Score -5569243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41837 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -5569246.000000 Penalty: 5304.735352
	Iteration 73Q: 3 clusters Score -5569246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41837 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -5569246.000000 Penalty: 5304.735352
	Iteration 74F: 3 clusters Score -5569246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (252604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252604 members 
Entering Unmasked Estep 
Score: -31344422.000000 Penalty: 3085.015381
	Iteration 0F: 2 clusters Score -3.134442e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126204 members 
Mstep: Class 2 contains 126400 members 
Entering Unmasked Estep 
Score: -31185358.000000 Penalty: 6170.030762
	Iteration 0F: 3 clusters Score -3.118536e+07 nChanged 121855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122959 members 
Mstep: Class 2 contains 129645 members 
Entering Unmasked Estep 
Score: -31257338.000000 Penalty: 6170.030762
	Iteration 1F: 3 clusters Score -3.125734e+07 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120551 members 
Mstep: Class 2 contains 132053 members 
Entering Unmasked Estep 
Score: -31258612.000000 Penalty: 6170.030762
	Iteration 2Q: 3 clusters Score -3.125861e+07 nChanged 7493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116656 members 
Mstep: Class 2 contains 135948 members 
Entering Unmasked Estep 
Score: -31260184.000000 Penalty: 6170.030762
	Iteration 3Q: 3 clusters Score -3.126018e+07 nChanged 8716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110814 members 
Mstep: Class 2 contains 141790 members 
Entering Unmasked Estep 
Score: -31262776.000000 Penalty: 6170.030762
	Iteration 4Q: 3 clusters Score -3.126278e+07 nChanged 11047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101939 members 
Mstep: Class 2 contains 150665 members 
Entering Unmasked Estep 
Score: -31267146.000000 Penalty: 6170.030762
	Iteration 5Q: 3 clusters Score -3.126715e+07 nChanged 14145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89236 members 
Mstep: Class 2 contains 163368 members 
Entering Unmasked Estep 
Score: -31274800.000000 Penalty: 6170.030762
	Iteration 6F: 3 clusters Score -3.12748e+07 nChanged 17879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72061 members 
Mstep: Class 2 contains 180543 members 
Entering Unmasked Estep 
Score: -31286832.000000 Penalty: 6170.030762
	Iteration 7F: 3 clusters Score -3.128683e+07 nChanged 20286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52093 members 
Mstep: Class 2 contains 200511 members 
Entering Unmasked Estep 
Score: -31302678.000000 Penalty: 6170.030762
	Iteration 8F: 3 clusters Score -3.130268e+07 nChanged 18304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33987 members 
Mstep: Class 2 contains 218617 members 
Entering Unmasked Estep 
Score: -31317442.000000 Penalty: 6170.030762
	Iteration 9F: 3 clusters Score -3.131744e+07 nChanged 12680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 231183 members 
Entering Unmasked Estep 
Score: -31327164.000000 Penalty: 6170.030762
	Iteration 10F: 3 clusters Score -3.132716e+07 nChanged 7269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 238258 members 
Entering Unmasked Estep 
Score: -31333058.000000 Penalty: 6170.030762
	Iteration 11Q: 3 clusters Score -3.133306e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 242036 members 
Entering Unmasked Estep 
Score: -31335902.000000 Penalty: 6170.030762
	Iteration 12Q: 3 clusters Score -3.13359e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 244277 members 
Entering Unmasked Estep 
Score: -31337444.000000 Penalty: 6170.030762
	Iteration 13Q: 3 clusters Score -3.133744e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 245781 members 
Entering Unmasked Estep 
Score: -31338548.000000 Penalty: 6170.030762
	Iteration 14Q: 3 clusters Score -3.133855e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 246889 members 
Entering Unmasked Estep 
Score: -31339096.000000 Penalty: 6170.030762
	Iteration 15Q: 3 clusters Score -3.13391e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 247706 members 
Entering Unmasked Estep 
Score: -31339686.000000 Penalty: 6170.030762
	Iteration 16Q: 3 clusters Score -3.133969e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 248330 members 
Entering Unmasked Estep 
Score: -31340190.000000 Penalty: 6170.030762
	Iteration 17Q: 3 clusters Score -3.134019e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 248844 members 
Entering Unmasked Estep 
Score: -31340422.000000 Penalty: 6170.030762
	Iteration 18Q: 3 clusters Score -3.134042e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 249231 members 
Entering Unmasked Estep 
Score: -31340696.000000 Penalty: 6170.030762
	Iteration 19Q: 3 clusters Score -3.13407e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 249538 members 
Entering Unmasked Estep 
Score: -31340894.000000 Penalty: 6170.030762
	Iteration 20F: 3 clusters Score -3.134089e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 249777 members 
Entering Unmasked Estep 
Score: -31341048.000000 Penalty: 6170.030762
	Iteration 21Q: 3 clusters Score -3.134105e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 249968 members 
Entering Unmasked Estep 
Score: -31341108.000000 Penalty: 6170.030762
	Iteration 22Q: 3 clusters Score -3.134111e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 250106 members 
Entering Unmasked Estep 
Score: -31341188.000000 Penalty: 6170.030762
	Iteration 23Q: 3 clusters Score -3.134119e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 250229 members 
Entering Unmasked Estep 
Score: -31341286.000000 Penalty: 6170.030762
	Iteration 24Q: 3 clusters Score -3.134129e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 250337 members 
Entering Unmasked Estep 
Score: -31341392.000000 Penalty: 6170.030762
	Iteration 25Q: 3 clusters Score -3.134139e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 250425 members 
Entering Unmasked Estep 
Score: -31341492.000000 Penalty: 6170.030762
	Iteration 26Q: 3 clusters Score -3.134149e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 250489 members 
Entering Unmasked Estep 
Score: -31341464.000000 Penalty: 6170.030762
	Iteration 27Q: 3 clusters Score -3.134146e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 250542 members 
Entering Unmasked Estep 
Score: -31341474.000000 Penalty: 6170.030762
	Iteration 28Q: 3 clusters Score -3.134147e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 250586 members 
Entering Unmasked Estep 
Score: -31341508.000000 Penalty: 6170.030762
	Iteration 29Q: 3 clusters Score -3.134151e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 250617 members 
Entering Unmasked Estep 
Score: -31341522.000000 Penalty: 6170.030762
	Iteration 30Q: 3 clusters Score -3.134152e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 250649 members 
Entering Unmasked Estep 
Score: -31341500.000000 Penalty: 6170.030762
	Iteration 31Q: 3 clusters Score -3.13415e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 250672 members 
Entering Unmasked Estep 
Score: -31341544.000000 Penalty: 6170.030762
	Iteration 32Q: 3 clusters Score -3.134154e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 250699 members 
Entering Unmasked Estep 
Score: -31341526.000000 Penalty: 6170.030762
	Iteration 33Q: 3 clusters Score -3.134153e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 250727 members 
Entering Unmasked Estep 
Score: -31341522.000000 Penalty: 6170.030762
	Iteration 34Q: 3 clusters Score -3.134152e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 250752 members 
Entering Unmasked Estep 
Score: -31341554.000000 Penalty: 6170.030762
	Iteration 35Q: 3 clusters Score -3.134155e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 250778 members 
Entering Unmasked Estep 
Score: -31341572.000000 Penalty: 6170.030762
	Iteration 36Q: 3 clusters Score -3.134157e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 250803 members 
Entering Unmasked Estep 
Score: -31341582.000000 Penalty: 6170.030762
	Iteration 37Q: 3 clusters Score -3.134158e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 250817 members 
Entering Unmasked Estep 
Score: -31341602.000000 Penalty: 6170.030762
	Iteration 38Q: 3 clusters Score -3.13416e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 250835 members 
Entering Unmasked Estep 
Score: -31341590.000000 Penalty: 6170.030762
	Iteration 39Q: 3 clusters Score -3.134159e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 250856 members 
Entering Unmasked Estep 
Score: -31341610.000000 Penalty: 6170.030762
	Iteration 40F: 3 clusters Score -3.134161e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 250880 members 
Entering Unmasked Estep 
Score: -31341604.000000 Penalty: 6170.030762
	Iteration 41Q: 3 clusters Score -3.13416e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 250889 members 
Entering Unmasked Estep 
Score: -31341610.000000 Penalty: 6170.030762
	Iteration 42Q: 3 clusters Score -3.134161e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 250899 members 
Entering Unmasked Estep 
Score: -31341588.000000 Penalty: 6170.030762
	Iteration 43Q: 3 clusters Score -3.134159e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 250908 members 
Entering Unmasked Estep 
Score: -31341590.000000 Penalty: 6170.030762
	Iteration 44Q: 3 clusters Score -3.134159e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 250913 members 
Entering Unmasked Estep 
Score: -31341574.000000 Penalty: 6170.030762
	Iteration 45Q: 3 clusters Score -3.134157e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 250914 members 
Entering Unmasked Estep 
Score: -31341592.000000 Penalty: 6170.030762
	Iteration 46Q: 3 clusters Score -3.134159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 250917 members 
Entering Unmasked Estep 
Score: -31341606.000000 Penalty: 6170.030762
	Iteration 47Q: 3 clusters Score -3.134161e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 250921 members 
Entering Unmasked Estep 
Score: -31341588.000000 Penalty: 6170.030762
	Iteration 48Q: 3 clusters Score -3.134159e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 250925 members 
Entering Unmasked Estep 
Score: -31341598.000000 Penalty: 6170.030762
	Iteration 49Q: 3 clusters Score -3.13416e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 250932 members 
Entering Unmasked Estep 
Score: -31341586.000000 Penalty: 6170.030762
	Iteration 50Q: 3 clusters Score -3.134159e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 250941 members 
Entering Unmasked Estep 
Score: -31341588.000000 Penalty: 6170.030762
	Iteration 51Q: 3 clusters Score -3.134159e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 250944 members 
Entering Unmasked Estep 
Score: -31341608.000000 Penalty: 6170.030762
	Iteration 52Q: 3 clusters Score -3.134161e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 250948 members 
Entering Unmasked Estep 
Score: -31341626.000000 Penalty: 6170.030762
	Iteration 53Q: 3 clusters Score -3.134163e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 250953 members 
Entering Unmasked Estep 
Score: -31341634.000000 Penalty: 6170.030762
	Iteration 54Q: 3 clusters Score -3.134163e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 250959 members 
Entering Unmasked Estep 
Score: -31341642.000000 Penalty: 6170.030762
	Iteration 55Q: 3 clusters Score -3.134164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 250961 members 
Entering Unmasked Estep 
Score: -31341654.000000 Penalty: 6170.030762
	Iteration 56Q: 3 clusters Score -3.134165e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 250963 members 
Entering Unmasked Estep 
Score: -31341658.000000 Penalty: 6170.030762
	Iteration 57Q: 3 clusters Score -3.134166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 250963 members 
Entering Unmasked Estep 
Score: -31341642.000000 Penalty: 6170.030762
	Iteration 58Q: 3 clusters Score -3.134164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 250965 members 
Entering Unmasked Estep 
Score: -31341656.000000 Penalty: 6170.030762
	Iteration 59Q: 3 clusters Score -3.134166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 250967 members 
Entering Unmasked Estep 
Score: -31341654.000000 Penalty: 6170.030762
	Iteration 60F: 3 clusters Score -3.134165e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 250972 members 
Entering Unmasked Estep 
Score: -31341626.000000 Penalty: 6170.030762
	Iteration 61Q: 3 clusters Score -3.134163e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 250977 members 
Entering Unmasked Estep 
Score: -31341646.000000 Penalty: 6170.030762
	Iteration 62Q: 3 clusters Score -3.134165e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 250984 members 
Entering Unmasked Estep 
Score: -31341662.000000 Penalty: 6170.030762
	Iteration 63Q: 3 clusters Score -3.134166e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 250985 members 
Entering Unmasked Estep 
Score: -31341666.000000 Penalty: 6170.030762
	Iteration 64Q: 3 clusters Score -3.134167e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 250987 members 
Entering Unmasked Estep 
Score: -31341636.000000 Penalty: 6170.030762
	Iteration 65Q: 3 clusters Score -3.134164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 250990 members 
Entering Unmasked Estep 
Score: -31341676.000000 Penalty: 6170.030762
	Iteration 66Q: 3 clusters Score -3.134168e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 250993 members 
Entering Unmasked Estep 
Score: -31341678.000000 Penalty: 6170.030762
	Iteration 67Q: 3 clusters Score -3.134168e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 250995 members 
Entering Unmasked Estep 
Score: -31341670.000000 Penalty: 6170.030762
	Iteration 68Q: 3 clusters Score -3.134167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 250996 members 
Entering Unmasked Estep 
Score: -31341676.000000 Penalty: 6170.030762
	Iteration 69Q: 3 clusters Score -3.134168e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 250998 members 
Entering Unmasked Estep 
Score: -31341674.000000 Penalty: 6170.030762
	Iteration 70Q: 3 clusters Score -3.134167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 251001 members 
Entering Unmasked Estep 
Score: -31341670.000000 Penalty: 6170.030762
	Iteration 71Q: 3 clusters Score -3.134167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 251004 members 
Entering Unmasked Estep 
Score: -31341648.000000 Penalty: 6170.030762
	Iteration 72Q: 3 clusters Score -3.134165e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 251008 members 
Entering Unmasked Estep 
Score: -31341652.000000 Penalty: 6170.030762
	Iteration 73Q: 3 clusters Score -3.134165e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 251010 members 
Entering Unmasked Estep 
Score: -31341662.000000 Penalty: 6170.030762
	Iteration 74Q: 3 clusters Score -3.134166e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 251013 members 
Entering Unmasked Estep 
Score: -31341674.000000 Penalty: 6170.030762
	Iteration 75Q: 3 clusters Score -3.134167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 251014 members 
Entering Unmasked Estep 
Score: -31341674.000000 Penalty: 6170.030762
	Iteration 76Q: 3 clusters Score -3.134167e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 251014 members 
Entering Unmasked Estep 
Score: -31341674.000000 Penalty: 6170.030762
	Iteration 77F: 3 clusters Score -3.134167e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (96631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96631 members 
Entering Unmasked Estep 
Score: -12143281.000000 Penalty: 2846.706299
	Iteration 0F: 2 clusters Score -1.214328e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48248 members 
Mstep: Class 2 contains 48383 members 
Entering Unmasked Estep 
Score: -12078816.000000 Penalty: 5693.412598
	Iteration 0F: 3 clusters Score -1.207882e+07 nChanged 45652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46612 members 
Mstep: Class 2 contains 50019 members 
Entering Unmasked Estep 
Score: -12104822.000000 Penalty: 5693.412598
	Iteration 1F: 3 clusters Score -1.210482e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45803 members 
Mstep: Class 2 contains 50828 members 
Entering Unmasked Estep 
Score: -12105727.000000 Penalty: 5693.412598
	Iteration 2Q: 3 clusters Score -1.210573e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44660 members 
Mstep: Class 2 contains 51971 members 
Entering Unmasked Estep 
Score: -12106677.000000 Penalty: 5693.412598
	Iteration 3Q: 3 clusters Score -1.210668e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 53545 members 
Entering Unmasked Estep 
Score: -12107995.000000 Penalty: 5693.412598
	Iteration 4Q: 3 clusters Score -1.2108e+07 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40905 members 
Mstep: Class 2 contains 55726 members 
Entering Unmasked Estep 
Score: -12109765.000000 Penalty: 5693.412598
	Iteration 5Q: 3 clusters Score -1.210976e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38025 members 
Mstep: Class 2 contains 58606 members 
Entering Unmasked Estep 
Score: -12112240.000000 Penalty: 5693.412598
	Iteration 6Q: 3 clusters Score -1.211224e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34471 members 
Mstep: Class 2 contains 62160 members 
Entering Unmasked Estep 
Score: -12115627.000000 Penalty: 5693.412598
	Iteration 7F: 3 clusters Score -1.211563e+07 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 66147 members 
Entering Unmasked Estep 
Score: -12119593.000000 Penalty: 5693.412598
	Iteration 8F: 3 clusters Score -1.211959e+07 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 70037 members 
Entering Unmasked Estep 
Score: -12123452.000000 Penalty: 5693.412598
	Iteration 9F: 3 clusters Score -1.212345e+07 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 73500 members 
Entering Unmasked Estep 
Score: -12126965.000000 Penalty: 5693.412598
	Iteration 10Q: 3 clusters Score -1.212696e+07 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 76397 members 
Entering Unmasked Estep 
Score: -12129770.000000 Penalty: 5693.412598
	Iteration 11Q: 3 clusters Score -1.212977e+07 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 78741 members 
Entering Unmasked Estep 
Score: -12131842.000000 Penalty: 5693.412598
	Iteration 12Q: 3 clusters Score -1.213184e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 80666 members 
Entering Unmasked Estep 
Score: -12133160.000000 Penalty: 5693.412598
	Iteration 13Q: 3 clusters Score -1.213316e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 82399 members 
Entering Unmasked Estep 
Score: -12134194.000000 Penalty: 5693.412598
	Iteration 14Q: 3 clusters Score -1.213419e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12651 members 
Mstep: Class 2 contains 83980 members 
Entering Unmasked Estep 
Score: -12135074.000000 Penalty: 5693.412598
	Iteration 15Q: 3 clusters Score -1.213507e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 85468 members 
Entering Unmasked Estep 
Score: -12135758.000000 Penalty: 5693.412598
	Iteration 16Q: 3 clusters Score -1.213576e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 86768 members 
Entering Unmasked Estep 
Score: -12136390.000000 Penalty: 5693.412598
	Iteration 17Q: 3 clusters Score -1.213639e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 88046 members 
Entering Unmasked Estep 
Score: -12136917.000000 Penalty: 5693.412598
	Iteration 18Q: 3 clusters Score -1.213692e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 89233 members 
Entering Unmasked Estep 
Score: -12137433.000000 Penalty: 5693.412598
	Iteration 19Q: 3 clusters Score -1.213743e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 90339 members 
Entering Unmasked Estep 
Score: -12137935.000000 Penalty: 5693.412598
	Iteration 20F: 3 clusters Score -1.213794e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 91313 members 
Entering Unmasked Estep 
Score: -12138424.000000 Penalty: 5693.412598
	Iteration 21Q: 3 clusters Score -1.213842e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 92131 members 
Entering Unmasked Estep 
Score: -12138874.000000 Penalty: 5693.412598
	Iteration 22Q: 3 clusters Score -1.213887e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 92810 members 
Entering Unmasked Estep 
Score: -12139262.000000 Penalty: 5693.412598
	Iteration 23Q: 3 clusters Score -1.213926e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 93421 members 
Entering Unmasked Estep 
Score: -12139629.000000 Penalty: 5693.412598
	Iteration 24Q: 3 clusters Score -1.213963e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 93919 members 
Entering Unmasked Estep 
Score: -12139841.000000 Penalty: 5693.412598
	Iteration 25Q: 3 clusters Score -1.213984e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 94316 members 
Entering Unmasked Estep 
Score: -12140041.000000 Penalty: 5693.412598
	Iteration 26Q: 3 clusters Score -1.214004e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 94634 members 
Entering Unmasked Estep 
Score: -12140187.000000 Penalty: 5693.412598
	Iteration 27Q: 3 clusters Score -1.214019e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 94868 members 
Entering Unmasked Estep 
Score: -12140321.000000 Penalty: 5693.412598
	Iteration 28Q: 3 clusters Score -1.214032e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 95059 members 
Entering Unmasked Estep 
Score: -12140394.000000 Penalty: 5693.412598
	Iteration 29Q: 3 clusters Score -1.214039e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 95212 members 
Entering Unmasked Estep 
Score: -12140459.000000 Penalty: 5693.412598
	Iteration 30Q: 3 clusters Score -1.214046e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 95329 members 
Entering Unmasked Estep 
Score: -12140507.000000 Penalty: 5693.412598
	Iteration 31Q: 3 clusters Score -1.214051e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 95412 members 
Entering Unmasked Estep 
Score: -12140560.000000 Penalty: 5693.412598
	Iteration 32Q: 3 clusters Score -1.214056e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 95471 members 
Entering Unmasked Estep 
Score: -12140606.000000 Penalty: 5693.412598
	Iteration 33Q: 3 clusters Score -1.214061e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 95523 members 
Entering Unmasked Estep 
Score: -12140620.000000 Penalty: 5693.412598
	Iteration 34Q: 3 clusters Score -1.214062e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 95561 members 
Entering Unmasked Estep 
Score: -12140654.000000 Penalty: 5693.412598
	Iteration 35Q: 3 clusters Score -1.214065e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 95599 members 
Entering Unmasked Estep 
Score: -12140644.000000 Penalty: 5693.412598
	Iteration 36Q: 3 clusters Score -1.214064e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 95634 members 
Entering Unmasked Estep 
Score: -12140676.000000 Penalty: 5693.412598
	Iteration 37Q: 3 clusters Score -1.214068e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 95671 members 
Entering Unmasked Estep 
Score: -12140710.000000 Penalty: 5693.412598
	Iteration 38Q: 3 clusters Score -1.214071e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 95705 members 
Entering Unmasked Estep 
Score: -12140745.000000 Penalty: 5693.412598
	Iteration 39Q: 3 clusters Score -1.214074e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 95742 members 
Entering Unmasked Estep 
Score: -12140755.000000 Penalty: 5693.412598
	Iteration 40F: 3 clusters Score -1.214076e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 95772 members 
Entering Unmasked Estep 
Score: -12140769.000000 Penalty: 5693.412598
	Iteration 41Q: 3 clusters Score -1.214077e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 95790 members 
Entering Unmasked Estep 
Score: -12140782.000000 Penalty: 5693.412598
	Iteration 42Q: 3 clusters Score -1.214078e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 95808 members 
Entering Unmasked Estep 
Score: -12140784.000000 Penalty: 5693.412598
	Iteration 43Q: 3 clusters Score -1.214078e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 95815 members 
Entering Unmasked Estep 
Score: -12140789.000000 Penalty: 5693.412598
	Iteration 44Q: 3 clusters Score -1.214079e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 95820 members 
Entering Unmasked Estep 
Score: -12140790.000000 Penalty: 5693.412598
	Iteration 45Q: 3 clusters Score -1.214079e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 95825 members 
Entering Unmasked Estep 
Score: -12140795.000000 Penalty: 5693.412598
	Iteration 46Q: 3 clusters Score -1.21408e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 95832 members 
Entering Unmasked Estep 
Score: -12140805.000000 Penalty: 5693.412598
	Iteration 47Q: 3 clusters Score -1.21408e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 95836 members 
Entering Unmasked Estep 
Score: -12140818.000000 Penalty: 5693.412598
	Iteration 48Q: 3 clusters Score -1.214082e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 95841 members 
Entering Unmasked Estep 
Score: -12140819.000000 Penalty: 5693.412598
	Iteration 49Q: 3 clusters Score -1.214082e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 95847 members 
Entering Unmasked Estep 
Score: -12140830.000000 Penalty: 5693.412598
	Iteration 50Q: 3 clusters Score -1.214083e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 95852 members 
Entering Unmasked Estep 
Score: -12140833.000000 Penalty: 5693.412598
	Iteration 51Q: 3 clusters Score -1.214083e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 95855 members 
Entering Unmasked Estep 
Score: -12140825.000000 Penalty: 5693.412598
	Iteration 52Q: 3 clusters Score -1.214082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 95857 members 
Entering Unmasked Estep 
Score: -12140835.000000 Penalty: 5693.412598
	Iteration 53Q: 3 clusters Score -1.214084e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 95859 members 
Entering Unmasked Estep 
Score: -12140835.000000 Penalty: 5693.412598
	Iteration 54Q: 3 clusters Score -1.214084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 95859 members 
Entering Unmasked Estep 
Score: -12140839.000000 Penalty: 5693.412598
	Iteration 55Q: 3 clusters Score -1.214084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 95859 members 
Entering Unmasked Estep 
Score: -12140846.000000 Penalty: 5693.412598
	Iteration 56Q: 3 clusters Score -1.214085e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 95861 members 
Entering Unmasked Estep 
Score: -12140845.000000 Penalty: 5693.412598
	Iteration 57Q: 3 clusters Score -1.214084e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 95864 members 
Entering Unmasked Estep 
Score: -12140838.000000 Penalty: 5693.412598
	Iteration 58Q: 3 clusters Score -1.214084e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 95868 members 
Entering Unmasked Estep 
Score: -12140842.000000 Penalty: 5693.412598
	Iteration 59Q: 3 clusters Score -1.214084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 95873 members 
Entering Unmasked Estep 
Score: -12140836.000000 Penalty: 5693.412598
	Iteration 60F: 3 clusters Score -1.214084e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 95879 members 
Entering Unmasked Estep 
Score: -12140820.000000 Penalty: 5693.412598
	Iteration 61Q: 3 clusters Score -1.214082e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 95885 members 
Entering Unmasked Estep 
Score: -12140838.000000 Penalty: 5693.412598
	Iteration 62Q: 3 clusters Score -1.214084e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 95886 members 
Entering Unmasked Estep 
Score: -12140833.000000 Penalty: 5693.412598
	Iteration 63Q: 3 clusters Score -1.214083e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 95892 members 
Entering Unmasked Estep 
Score: -12140830.000000 Penalty: 5693.412598
	Iteration 64Q: 3 clusters Score -1.214083e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 95895 members 
Entering Unmasked Estep 
Score: -12140834.000000 Penalty: 5693.412598
	Iteration 65Q: 3 clusters Score -1.214083e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 95897 members 
Entering Unmasked Estep 
Score: -12140838.000000 Penalty: 5693.412598
	Iteration 66Q: 3 clusters Score -1.214084e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 95897 members 
Entering Unmasked Estep 
Score: -12140838.000000 Penalty: 5693.412598
	Iteration 67F: 3 clusters Score -1.214084e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (187087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187087 members 
Entering Unmasked Estep 
Score: -23271640.000000 Penalty: 3010.553467
	Iteration 0F: 2 clusters Score -2.327164e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93084 members 
Mstep: Class 2 contains 94003 members 
Entering Unmasked Estep 
Score: -23149308.000000 Penalty: 6021.106934
	Iteration 0F: 3 clusters Score -2.314931e+07 nChanged 89930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84996 members 
Mstep: Class 2 contains 102091 members 
Entering Unmasked Estep 
Score: -23202540.000000 Penalty: 6021.106934
	Iteration 1F: 3 clusters Score -2.320254e+07 nChanged 7011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79933 members 
Mstep: Class 2 contains 107154 members 
Entering Unmasked Estep 
Score: -23204852.000000 Penalty: 6021.106934
	Iteration 2Q: 3 clusters Score -2.320485e+07 nChanged 8668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72451 members 
Mstep: Class 2 contains 114636 members 
Entering Unmasked Estep 
Score: -23208726.000000 Penalty: 6021.106934
	Iteration 3Q: 3 clusters Score -2.320873e+07 nChanged 11255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61740 members 
Mstep: Class 2 contains 125347 members 
Entering Unmasked Estep 
Score: -23215164.000000 Penalty: 6021.106934
	Iteration 4F: 3 clusters Score -2.321516e+07 nChanged 14399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47527 members 
Mstep: Class 2 contains 139560 members 
Entering Unmasked Estep 
Score: -23226128.000000 Penalty: 6021.106934
	Iteration 5F: 3 clusters Score -2.322613e+07 nChanged 16540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31031 members 
Mstep: Class 2 contains 156056 members 
Entering Unmasked Estep 
Score: -23240764.000000 Penalty: 6021.106934
	Iteration 6F: 3 clusters Score -2.324076e+07 nChanged 14818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 170864 members 
Entering Unmasked Estep 
Score: -23254274.000000 Penalty: 6021.106934
	Iteration 7F: 3 clusters Score -2.325427e+07 nChanged 9552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 180408 members 
Entering Unmasked Estep 
Score: -23262886.000000 Penalty: 6021.106934
	Iteration 8F: 3 clusters Score -2.326289e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 184761 members 
Entering Unmasked Estep 
Score: -23266842.000000 Penalty: 6021.106934
	Iteration 9Q: 3 clusters Score -2.326684e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 186232 members 
Entering Unmasked Estep 
Score: -23268178.000000 Penalty: 6021.106934
	Iteration 10Q: 3 clusters Score -2.326818e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 186657 members 
Entering Unmasked Estep 
Score: -23268662.000000 Penalty: 6021.106934
	Iteration 11Q: 3 clusters Score -2.326866e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 186779 members 
Entering Unmasked Estep 
Score: -23268790.000000 Penalty: 6021.106934
	Iteration 12Q: 3 clusters Score -2.326879e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 186818 members 
Entering Unmasked Estep 
Score: -23268874.000000 Penalty: 6021.106934
	Iteration 13Q: 3 clusters Score -2.326887e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 186836 members 
Entering Unmasked Estep 
Score: -23268912.000000 Penalty: 6021.106934
	Iteration 14Q: 3 clusters Score -2.326891e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 186841 members 
Entering Unmasked Estep 
Score: -23268962.000000 Penalty: 6021.106934
	Iteration 15Q: 3 clusters Score -2.326896e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 186853 members 
Entering Unmasked Estep 
Score: -23268952.000000 Penalty: 6021.106934
	Iteration 16Q: 3 clusters Score -2.326895e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 186852 members 
Entering Unmasked Estep 
Score: -23268968.000000 Penalty: 6021.106934
	Iteration 17Q: 3 clusters Score -2.326897e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 186857 members 
Entering Unmasked Estep 
Score: -23268986.000000 Penalty: 6021.106934
	Iteration 18Q: 3 clusters Score -2.326899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 186861 members 
Entering Unmasked Estep 
Score: -23268982.000000 Penalty: 6021.106934
	Iteration 19Q: 3 clusters Score -2.326898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 186862 members 
Entering Unmasked Estep 
Score: -23268990.000000 Penalty: 6021.106934
	Iteration 20F: 3 clusters Score -2.326899e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 186861 members 
Entering Unmasked Estep 
Score: -23268982.000000 Penalty: 6021.106934
	Iteration 21Q: 3 clusters Score -2.326898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 186860 members 
Entering Unmasked Estep 
Score: -23268982.000000 Penalty: 6021.106934
	Iteration 22Q: 3 clusters Score -2.326898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 186858 members 
Entering Unmasked Estep 
Score: -23269000.000000 Penalty: 6021.106934
	Iteration 23Q: 3 clusters Score -2.3269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 186859 members 
Entering Unmasked Estep 
Score: -23268986.000000 Penalty: 6021.106934
	Iteration 24Q: 3 clusters Score -2.326899e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 186860 members 
Entering Unmasked Estep 
Score: -23268984.000000 Penalty: 6021.106934
	Iteration 25Q: 3 clusters Score -2.326898e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 186861 members 
Entering Unmasked Estep 
Score: -23268984.000000 Penalty: 6021.106934
	Iteration 26Q: 3 clusters Score -2.326898e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 186861 members 
Entering Unmasked Estep 
Score: -23268984.000000 Penalty: 6021.106934
	Iteration 27F: 3 clusters Score -2.326898e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Entering Unmasked Estep 
Score: -373451.500000 Penalty: 1987.473145
	Iteration 0F: 2 clusters Score -373451.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -370114.000000 Penalty: 3974.946289
	Iteration 0F: 3 clusters Score -370114 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -370755.468750 Penalty: 3974.946289
	Iteration 1F: 3 clusters Score -370755.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -370905.156250 Penalty: 3974.946289
	Iteration 2F: 3 clusters Score -370905.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -371013.468750 Penalty: 3974.946289
	Iteration 3Q: 3 clusters Score -371013.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -371074.968750 Penalty: 3974.946289
	Iteration 4Q: 3 clusters Score -371075 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -371120.125000 Penalty: 3974.946289
	Iteration 5Q: 3 clusters Score -371120.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -371157.531250 Penalty: 3974.946289
	Iteration 6Q: 3 clusters Score -371157.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -371188.312500 Penalty: 3974.946289
	Iteration 7Q: 3 clusters Score -371188.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -371208.750000 Penalty: 3974.946289
	Iteration 8Q: 3 clusters Score -371208.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -371226.187500 Penalty: 3974.946289
	Iteration 9Q: 3 clusters Score -371226.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -371240.156250 Penalty: 3974.946289
	Iteration 10Q: 3 clusters Score -371240.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -371251.375000 Penalty: 3974.946289
	Iteration 11Q: 3 clusters Score -371251.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -371263.500000 Penalty: 3974.946289
	Iteration 12Q: 3 clusters Score -371263.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -371270.906250 Penalty: 3974.946289
	Iteration 13Q: 3 clusters Score -371270.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -371278.593750 Penalty: 3974.946289
	Iteration 14Q: 3 clusters Score -371278.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -371283.906250 Penalty: 3974.946289
	Iteration 15Q: 3 clusters Score -371283.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -371289.968750 Penalty: 3974.946289
	Iteration 16Q: 3 clusters Score -371290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -371295.062500 Penalty: 3974.946289
	Iteration 17Q: 3 clusters Score -371295.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -371300.687500 Penalty: 3974.946289
	Iteration 18Q: 3 clusters Score -371300.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -371305.843750 Penalty: 3974.946289
	Iteration 19Q: 3 clusters Score -371305.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -371311.625000 Penalty: 3974.946289
	Iteration 20F: 3 clusters Score -371311.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -371314.125000 Penalty: 3974.946289
	Iteration 21Q: 3 clusters Score -371314.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -371318.687500 Penalty: 3974.946289
	Iteration 22Q: 3 clusters Score -371318.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -371321.406250 Penalty: 3974.946289
	Iteration 23Q: 3 clusters Score -371321.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -371325.500000 Penalty: 3974.946289
	Iteration 24Q: 3 clusters Score -371325.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -371329.593750 Penalty: 3974.946289
	Iteration 25Q: 3 clusters Score -371329.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -371333.125000 Penalty: 3974.946289
	Iteration 26Q: 3 clusters Score -371333.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -371334.812500 Penalty: 3974.946289
	Iteration 27Q: 3 clusters Score -371334.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -371336.812500 Penalty: 3974.946289
	Iteration 28Q: 3 clusters Score -371336.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -371336.437500 Penalty: 3974.946289
	Iteration 29Q: 3 clusters Score -371336.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -371338.125000 Penalty: 3974.946289
	Iteration 30Q: 3 clusters Score -371338.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -371339.625000 Penalty: 3974.946289
	Iteration 31Q: 3 clusters Score -371339.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -371340.312500 Penalty: 3974.946289
	Iteration 32Q: 3 clusters Score -371340.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -371341.218750 Penalty: 3974.946289
	Iteration 33Q: 3 clusters Score -371341.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -371341.343750 Penalty: 3974.946289
	Iteration 34Q: 3 clusters Score -371341.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -371342.062500 Penalty: 3974.946289
	Iteration 35Q: 3 clusters Score -371342.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -371342.812500 Penalty: 3974.946289
	Iteration 36Q: 3 clusters Score -371342.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -371342.812500 Penalty: 3974.946289
	Iteration 37F: 3 clusters Score -371342.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Entering Unmasked Estep 
Score: -508918.968750 Penalty: 2078.239502
	Iteration 0F: 2 clusters Score -508919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -504845.375000 Penalty: 4156.479004
	Iteration 0F: 3 clusters Score -504845.4 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -505999.625000 Penalty: 4156.479004
	Iteration 1F: 3 clusters Score -505999.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -506316.031250 Penalty: 4156.479004
	Iteration 2F: 3 clusters Score -506316 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -506506.000000 Penalty: 4156.479004
	Iteration 3F: 3 clusters Score -506506 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -506671.906250 Penalty: 4156.479004
	Iteration 4Q: 3 clusters Score -506671.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -506839.156250 Penalty: 4156.479004
	Iteration 5Q: 3 clusters Score -506839.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -506998.718750 Penalty: 4156.479004
	Iteration 6Q: 3 clusters Score -506998.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -507130.187500 Penalty: 4156.479004
	Iteration 7Q: 3 clusters Score -507130.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -507239.312500 Penalty: 4156.479004
	Iteration 8Q: 3 clusters Score -507239.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -507329.687500 Penalty: 4156.479004
	Iteration 9Q: 3 clusters Score -507329.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -507418.562500 Penalty: 4156.479004
	Iteration 10Q: 3 clusters Score -507418.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -507483.875000 Penalty: 4156.479004
	Iteration 11Q: 3 clusters Score -507483.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -507531.437500 Penalty: 4156.479004
	Iteration 12Q: 3 clusters Score -507531.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -507572.562500 Penalty: 4156.479004
	Iteration 13Q: 3 clusters Score -507572.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -507599.656250 Penalty: 4156.479004
	Iteration 14Q: 3 clusters Score -507599.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -507621.281250 Penalty: 4156.479004
	Iteration 15Q: 3 clusters Score -507621.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -507640.312500 Penalty: 4156.479004
	Iteration 16Q: 3 clusters Score -507640.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -507652.843750 Penalty: 4156.479004
	Iteration 17Q: 3 clusters Score -507652.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -507661.500000 Penalty: 4156.479004
	Iteration 18Q: 3 clusters Score -507661.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -507666.406250 Penalty: 4156.479004
	Iteration 19Q: 3 clusters Score -507666.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -507669.781250 Penalty: 4156.479004
	Iteration 20F: 3 clusters Score -507669.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -507674.250000 Penalty: 4156.479004
	Iteration 21Q: 3 clusters Score -507674.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -507678.312500 Penalty: 4156.479004
	Iteration 22Q: 3 clusters Score -507678.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -507680.218750 Penalty: 4156.479004
	Iteration 23Q: 3 clusters Score -507680.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -507683.281250 Penalty: 4156.479004
	Iteration 24Q: 3 clusters Score -507683.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -507685.062500 Penalty: 4156.479004
	Iteration 25Q: 3 clusters Score -507685.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -507686.250000 Penalty: 4156.479004
	Iteration 26Q: 3 clusters Score -507686.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -507686.687500 Penalty: 4156.479004
	Iteration 27Q: 3 clusters Score -507686.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -507687.437500 Penalty: 4156.479004
	Iteration 28Q: 3 clusters Score -507687.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -507688.250000 Penalty: 4156.479004
	Iteration 29Q: 3 clusters Score -507688.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -507689.750000 Penalty: 4156.479004
	Iteration 30Q: 3 clusters Score -507689.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -507689.218750 Penalty: 4156.479004
	Iteration 31Q: 3 clusters Score -507689.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -507689.906250 Penalty: 4156.479004
	Iteration 32Q: 3 clusters Score -507689.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -507689.312500 Penalty: 4156.479004
	Iteration 33Q: 3 clusters Score -507689.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -507691.000000 Penalty: 4156.479004
	Iteration 34Q: 3 clusters Score -507691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -507691.062500 Penalty: 4156.479004
	Iteration 35Q: 3 clusters Score -507691.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -507691.437500 Penalty: 4156.479004
	Iteration 36Q: 3 clusters Score -507691.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -507691.437500 Penalty: 4156.479004
	Iteration 37F: 3 clusters Score -507691.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Entering Unmasked Estep 
Score: -3598169.250000 Penalty: 2544.612061
	Iteration 0F: 2 clusters Score -3598169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -3578477.500000 Penalty: 5089.224121
	Iteration 0F: 3 clusters Score -3578478 nChanged 12815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -3585456.000000 Penalty: 5089.224121
	Iteration 1F: 3 clusters Score -3585456 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -3586015.000000 Penalty: 5089.224121
	Iteration 2F: 3 clusters Score -3586015 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -3586624.250000 Penalty: 5089.224121
	Iteration 3Q: 3 clusters Score -3586624 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -3587313.750000 Penalty: 5089.224121
	Iteration 4F: 3 clusters Score -3587314 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -3588170.500000 Penalty: 5089.224121
	Iteration 5F: 3 clusters Score -3588170 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -3589233.250000 Penalty: 5089.224121
	Iteration 6F: 3 clusters Score -3589233 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -3590468.750000 Penalty: 5089.224121
	Iteration 7F: 3 clusters Score -3590469 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -3591777.000000 Penalty: 5089.224121
	Iteration 8F: 3 clusters Score -3591777 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -3592936.250000 Penalty: 5089.224121
	Iteration 9F: 3 clusters Score -3592936 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -3593915.500000 Penalty: 5089.224121
	Iteration 10Q: 3 clusters Score -3593916 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -3594602.500000 Penalty: 5089.224121
	Iteration 11Q: 3 clusters Score -3594602 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -3595169.750000 Penalty: 5089.224121
	Iteration 12Q: 3 clusters Score -3595170 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -3595641.250000 Penalty: 5089.224121
	Iteration 13Q: 3 clusters Score -3595641 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -3595928.250000 Penalty: 5089.224121
	Iteration 14Q: 3 clusters Score -3595928 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26573 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -3596100.500000 Penalty: 5089.224121
	Iteration 15Q: 3 clusters Score -3596100 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -3596219.500000 Penalty: 5089.224121
	Iteration 16Q: 3 clusters Score -3596220 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26951 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -3596307.000000 Penalty: 5089.224121
	Iteration 17Q: 3 clusters Score -3596307 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -3596363.250000 Penalty: 5089.224121
	Iteration 18Q: 3 clusters Score -3596363 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -3596398.000000 Penalty: 5089.224121
	Iteration 19Q: 3 clusters Score -3596398 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -3596430.250000 Penalty: 5089.224121
	Iteration 20F: 3 clusters Score -3596430 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -3596471.250000 Penalty: 5089.224121
	Iteration 21Q: 3 clusters Score -3596471 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27371 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3596495.500000 Penalty: 5089.224121
	Iteration 22Q: 3 clusters Score -3596496 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3596518.000000 Penalty: 5089.224121
	Iteration 23Q: 3 clusters Score -3596518 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27453 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3596536.500000 Penalty: 5089.224121
	Iteration 24Q: 3 clusters Score -3596536 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3596543.500000 Penalty: 5089.224121
	Iteration 25Q: 3 clusters Score -3596544 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -3596548.500000 Penalty: 5089.224121
	Iteration 26Q: 3 clusters Score -3596548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3596561.000000 Penalty: 5089.224121
	Iteration 27Q: 3 clusters Score -3596561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27526 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3596561.750000 Penalty: 5089.224121
	Iteration 28Q: 3 clusters Score -3596562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -3596567.500000 Penalty: 5089.224121
	Iteration 29Q: 3 clusters Score -3596568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3596570.000000 Penalty: 5089.224121
	Iteration 30Q: 3 clusters Score -3596570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -3596563.750000 Penalty: 5089.224121
	Iteration 31Q: 3 clusters Score -3596564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3596560.250000 Penalty: 5089.224121
	Iteration 32Q: 3 clusters Score -3596560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3596562.750000 Penalty: 5089.224121
	Iteration 33Q: 3 clusters Score -3596563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3596568.000000 Penalty: 5089.224121
	Iteration 34Q: 3 clusters Score -3596568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3596567.250000 Penalty: 5089.224121
	Iteration 35Q: 3 clusters Score -3596567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3596567.250000 Penalty: 5089.224121
	Iteration 36F: 3 clusters Score -3596567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Entering Unmasked Estep 
Score: -2443632.250000 Penalty: 2447.113525
	Iteration 0F: 2 clusters Score -2443632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -2430069.000000 Penalty: 4894.227051
	Iteration 0F: 3 clusters Score -2430069 nChanged 8427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -2434643.000000 Penalty: 4894.227051
	Iteration 1F: 3 clusters Score -2434643 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8565 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -2435063.500000 Penalty: 4894.227051
	Iteration 2F: 3 clusters Score -2435064 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -2435530.500000 Penalty: 4894.227051
	Iteration 3Q: 3 clusters Score -2435530 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -2436096.250000 Penalty: 4894.227051
	Iteration 4F: 3 clusters Score -2436096 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -2436827.000000 Penalty: 4894.227051
	Iteration 5F: 3 clusters Score -2436827 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -2437752.500000 Penalty: 4894.227051
	Iteration 6F: 3 clusters Score -2437752 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -2438705.000000 Penalty: 4894.227051
	Iteration 7F: 3 clusters Score -2438705 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -2439651.250000 Penalty: 4894.227051
	Iteration 8F: 3 clusters Score -2439651 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -2440395.000000 Penalty: 4894.227051
	Iteration 9Q: 3 clusters Score -2440395 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -2440926.250000 Penalty: 4894.227051
	Iteration 10Q: 3 clusters Score -2440926 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -2441187.250000 Penalty: 4894.227051
	Iteration 11Q: 3 clusters Score -2441187 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -2441308.500000 Penalty: 4894.227051
	Iteration 12Q: 3 clusters Score -2441308 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -2441380.000000 Penalty: 4894.227051
	Iteration 13Q: 3 clusters Score -2441380 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -2441409.750000 Penalty: 4894.227051
	Iteration 14Q: 3 clusters Score -2441410 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -2441445.500000 Penalty: 4894.227051
	Iteration 15Q: 3 clusters Score -2441446 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -2441466.250000 Penalty: 4894.227051
	Iteration 16Q: 3 clusters Score -2441466 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -2441500.500000 Penalty: 4894.227051
	Iteration 17Q: 3 clusters Score -2441500 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -2441527.750000 Penalty: 4894.227051
	Iteration 18Q: 3 clusters Score -2441528 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -2441547.250000 Penalty: 4894.227051
	Iteration 19Q: 3 clusters Score -2441547 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -2441566.500000 Penalty: 4894.227051
	Iteration 20F: 3 clusters Score -2441566 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -2441580.750000 Penalty: 4894.227051
	Iteration 21Q: 3 clusters Score -2441581 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -2441594.000000 Penalty: 4894.227051
	Iteration 22Q: 3 clusters Score -2441594 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -2441596.000000 Penalty: 4894.227051
	Iteration 23Q: 3 clusters Score -2441596 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -2441610.000000 Penalty: 4894.227051
	Iteration 24Q: 3 clusters Score -2441610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -2441611.750000 Penalty: 4894.227051
	Iteration 25Q: 3 clusters Score -2441612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -2441614.000000 Penalty: 4894.227051
	Iteration 26Q: 3 clusters Score -2441614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -2441619.250000 Penalty: 4894.227051
	Iteration 27Q: 3 clusters Score -2441619 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -2441623.500000 Penalty: 4894.227051
	Iteration 28Q: 3 clusters Score -2441624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -2441624.750000 Penalty: 4894.227051
	Iteration 29Q: 3 clusters Score -2441625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -2441625.750000 Penalty: 4894.227051
	Iteration 30Q: 3 clusters Score -2441626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -2441629.750000 Penalty: 4894.227051
	Iteration 31Q: 3 clusters Score -2441630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -2441634.000000 Penalty: 4894.227051
	Iteration 32Q: 3 clusters Score -2441634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -2441638.000000 Penalty: 4894.227051
	Iteration 33Q: 3 clusters Score -2441638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -2441639.250000 Penalty: 4894.227051
	Iteration 34Q: 3 clusters Score -2441639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -2441640.750000 Penalty: 4894.227051
	Iteration 35Q: 3 clusters Score -2441641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -2441640.750000 Penalty: 4894.227051
	Iteration 36F: 3 clusters Score -2441641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Entering Unmasked Estep 
Score: -234305.328125 Penalty: 1901.455200
	Iteration 0F: 2 clusters Score -234305.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -231645.859375 Penalty: 3802.910400
	Iteration 0F: 3 clusters Score -231645.9 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -232193.250000 Penalty: 3802.910400
	Iteration 1F: 3 clusters Score -232193.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -232391.140625 Penalty: 3802.910400
	Iteration 2F: 3 clusters Score -232391.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -232624.546875 Penalty: 3802.910400
	Iteration 3F: 3 clusters Score -232624.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -232853.250000 Penalty: 3802.910400
	Iteration 4F: 3 clusters Score -232853.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -233079.093750 Penalty: 3802.910400
	Iteration 5F: 3 clusters Score -233079.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -233422.015625 Penalty: 3802.910400
	Iteration 6F: 3 clusters Score -233422 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -233754.828125 Penalty: 3802.910400
	Iteration 7F: 3 clusters Score -233754.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -233953.859375 Penalty: 3802.910400
	Iteration 8Q: 3 clusters Score -233953.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -234112.640625 Penalty: 3802.910400
	Iteration 9Q: 3 clusters Score -234112.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -234208.921875 Penalty: 3802.910400
	Iteration 10Q: 3 clusters Score -234208.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -234251.015625 Penalty: 3802.910400
	Iteration 11Q: 3 clusters Score -234251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -234275.812500 Penalty: 3802.910400
	Iteration 12Q: 3 clusters Score -234275.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -234299.468750 Penalty: 3802.910400
	Iteration 13Q: 3 clusters Score -234299.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -234308.968750 Penalty: 3802.910400
	Iteration 14Q: 3 clusters Score -234309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -234314.828125 Penalty: 3802.910400
	Iteration 15Q: 3 clusters Score -234314.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -234317.218750 Penalty: 3802.910400
	Iteration 16Q: 3 clusters Score -234317.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -234322.031250 Penalty: 3802.910400
	Iteration 17Q: 3 clusters Score -234322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -234329.625000 Penalty: 3802.910400
	Iteration 18Q: 3 clusters Score -234329.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -234333.156250 Penalty: 3802.910400
	Iteration 19Q: 3 clusters Score -234333.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -234334.265625 Penalty: 3802.910400
	Iteration 20F: 3 clusters Score -234334.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54911 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 31358 members 
Mstep: Class 4 contains 57457 members 
Mstep: Class 5 contains 4686 members 
Mstep: Class 6 contains 22049 members 
Mstep: Class 7 contains 12434 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 15679 members 
Mstep: Class 12 contains 44136 members 
Mstep: Class 13 contains 252604 members 
Mstep: Class 14 contains 96631 members 
Mstep: Class 15 contains 187087 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 4359 members 
Mstep: Class 18 contains 28582 members 
Mstep: Class 19 contains 19291 members 
Mstep: Class 20 contains 250 members 
Mstep: Class 21 contains 6858 members 
Mstep: Class 22 contains 1038 members 
Mstep: Class 23 contains 1887 members 
Entering Unmasked Estep 
Score: -104774312.000000 Penalty: 77926.218750
Splitting cluster 20 changes total score from -104775920.000000 to -104774312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (6858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Entering Unmasked Estep 
Score: -869180.562500 Penalty: 2190.626465
	Iteration 0F: 2 clusters Score -869180.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -863457.375000 Penalty: 4381.252930
	Iteration 0F: 3 clusters Score -863457.4 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -864907.500000 Penalty: 4381.252930
	Iteration 1F: 3 clusters Score -864907.5 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -865144.187500 Penalty: 4381.252930
	Iteration 2F: 3 clusters Score -865144.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -865323.062500 Penalty: 4381.252930
	Iteration 3F: 3 clusters Score -865323.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -865429.562500 Penalty: 4381.252930
	Iteration 4Q: 3 clusters Score -865429.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -865499.062500 Penalty: 4381.252930
	Iteration 5Q: 3 clusters Score -865499.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -865554.625000 Penalty: 4381.252930
	Iteration 6Q: 3 clusters Score -865554.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -865591.062500 Penalty: 4381.252930
	Iteration 7Q: 3 clusters Score -865591.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -865612.375000 Penalty: 4381.252930
	Iteration 8Q: 3 clusters Score -865612.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -865629.000000 Penalty: 4381.252930
	Iteration 9Q: 3 clusters Score -865629 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -865650.125000 Penalty: 4381.252930
	Iteration 10Q: 3 clusters Score -865650.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -865671.062500 Penalty: 4381.252930
	Iteration 11Q: 3 clusters Score -865671.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -865685.312500 Penalty: 4381.252930
	Iteration 12Q: 3 clusters Score -865685.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -865703.625000 Penalty: 4381.252930
	Iteration 13Q: 3 clusters Score -865703.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -865726.375000 Penalty: 4381.252930
	Iteration 14Q: 3 clusters Score -865726.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -865742.000000 Penalty: 4381.252930
	Iteration 15Q: 3 clusters Score -865742 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -865759.812500 Penalty: 4381.252930
	Iteration 16Q: 3 clusters Score -865759.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -865776.625000 Penalty: 4381.252930
	Iteration 17Q: 3 clusters Score -865776.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -865784.375000 Penalty: 4381.252930
	Iteration 18Q: 3 clusters Score -865784.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -865793.437500 Penalty: 4381.252930
	Iteration 19Q: 3 clusters Score -865793.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -865797.812500 Penalty: 4381.252930
	Iteration 20F: 3 clusters Score -865797.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -865803.375000 Penalty: 4381.252930
	Iteration 21Q: 3 clusters Score -865803.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -865809.562500 Penalty: 4381.252930
	Iteration 22Q: 3 clusters Score -865809.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -865814.437500 Penalty: 4381.252930
	Iteration 23Q: 3 clusters Score -865814.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -865820.312500 Penalty: 4381.252930
	Iteration 24Q: 3 clusters Score -865820.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -865824.187500 Penalty: 4381.252930
	Iteration 25Q: 3 clusters Score -865824.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -865825.812500 Penalty: 4381.252930
	Iteration 26Q: 3 clusters Score -865825.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -865830.062500 Penalty: 4381.252930
	Iteration 27Q: 3 clusters Score -865830.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -865835.812500 Penalty: 4381.252930
	Iteration 28Q: 3 clusters Score -865835.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -865836.625000 Penalty: 4381.252930
	Iteration 29Q: 3 clusters Score -865836.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -865841.312500 Penalty: 4381.252930
	Iteration 30Q: 3 clusters Score -865841.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -865844.000000 Penalty: 4381.252930
	Iteration 31Q: 3 clusters Score -865844 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -865848.125000 Penalty: 4381.252930
	Iteration 32Q: 3 clusters Score -865848.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -865853.375000 Penalty: 4381.252930
	Iteration 33Q: 3 clusters Score -865853.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -865856.812500 Penalty: 4381.252930
	Iteration 34Q: 3 clusters Score -865856.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -865863.125000 Penalty: 4381.252930
	Iteration 35Q: 3 clusters Score -865863.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -865864.562500 Penalty: 4381.252930
	Iteration 36Q: 3 clusters Score -865864.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -865870.375000 Penalty: 4381.252930
	Iteration 37Q: 3 clusters Score -865870.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -865873.312500 Penalty: 4381.252930
	Iteration 38Q: 3 clusters Score -865873.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -865880.125000 Penalty: 4381.252930
	Iteration 39Q: 3 clusters Score -865880.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -865887.062500 Penalty: 4381.252930
	Iteration 40F: 3 clusters Score -865887.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -865888.437500 Penalty: 4381.252930
	Iteration 41Q: 3 clusters Score -865888.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -865894.187500 Penalty: 4381.252930
	Iteration 42Q: 3 clusters Score -865894.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -865898.750000 Penalty: 4381.252930
	Iteration 43Q: 3 clusters Score -865898.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -865903.875000 Penalty: 4381.252930
	Iteration 44Q: 3 clusters Score -865903.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -865906.812500 Penalty: 4381.252930
	Iteration 45Q: 3 clusters Score -865906.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -865910.125000 Penalty: 4381.252930
	Iteration 46Q: 3 clusters Score -865910.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -865915.937500 Penalty: 4381.252930
	Iteration 47Q: 3 clusters Score -865915.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -865923.000000 Penalty: 4381.252930
	Iteration 48Q: 3 clusters Score -865923 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -865929.375000 Penalty: 4381.252930
	Iteration 49Q: 3 clusters Score -865929.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -865935.500000 Penalty: 4381.252930
	Iteration 50Q: 3 clusters Score -865935.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -865940.312500 Penalty: 4381.252930
	Iteration 51Q: 3 clusters Score -865940.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -865948.187500 Penalty: 4381.252930
	Iteration 52Q: 3 clusters Score -865948.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -865954.937500 Penalty: 4381.252930
	Iteration 53Q: 3 clusters Score -865954.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -865957.812500 Penalty: 4381.252930
	Iteration 54Q: 3 clusters Score -865957.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -865960.750000 Penalty: 4381.252930
	Iteration 55Q: 3 clusters Score -865960.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -865963.562500 Penalty: 4381.252930
	Iteration 56Q: 3 clusters Score -865963.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -865966.625000 Penalty: 4381.252930
	Iteration 57Q: 3 clusters Score -865966.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -865967.875000 Penalty: 4381.252930
	Iteration 58Q: 3 clusters Score -865967.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -865968.750000 Penalty: 4381.252930
	Iteration 59Q: 3 clusters Score -865968.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -865971.062500 Penalty: 4381.252930
	Iteration 60F: 3 clusters Score -865971.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -865976.000000 Penalty: 4381.252930
	Iteration 61Q: 3 clusters Score -865976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -865975.500000 Penalty: 4381.252930
	Iteration 62Q: 3 clusters Score -865975.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -865979.750000 Penalty: 4381.252930
	Iteration 63Q: 3 clusters Score -865979.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -865982.062500 Penalty: 4381.252930
	Iteration 64Q: 3 clusters Score -865982.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -865985.125000 Penalty: 4381.252930
	Iteration 65Q: 3 clusters Score -865985.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -865987.687500 Penalty: 4381.252930
	Iteration 66Q: 3 clusters Score -865987.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -865987.937500 Penalty: 4381.252930
	Iteration 67Q: 3 clusters Score -865987.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -865992.187500 Penalty: 4381.252930
	Iteration 68Q: 3 clusters Score -865992.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -865994.875000 Penalty: 4381.252930
	Iteration 69Q: 3 clusters Score -865994.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -865996.250000 Penalty: 4381.252930
	Iteration 70Q: 3 clusters Score -865996.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -865997.250000 Penalty: 4381.252930
	Iteration 71Q: 3 clusters Score -865997.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -866001.000000 Penalty: 4381.252930
	Iteration 72Q: 3 clusters Score -866001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -866000.312500 Penalty: 4381.252930
	Iteration 73Q: 3 clusters Score -866000.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -866005.750000 Penalty: 4381.252930
	Iteration 74Q: 3 clusters Score -866005.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -866008.312500 Penalty: 4381.252930
	Iteration 75Q: 3 clusters Score -866008.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -866014.625000 Penalty: 4381.252930
	Iteration 76Q: 3 clusters Score -866014.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -866018.312500 Penalty: 4381.252930
	Iteration 77Q: 3 clusters Score -866018.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -866021.562500 Penalty: 4381.252930
	Iteration 78Q: 3 clusters Score -866021.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -866023.875000 Penalty: 4381.252930
	Iteration 79Q: 3 clusters Score -866023.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -866029.250000 Penalty: 4381.252930
	Iteration 80F: 3 clusters Score -866029.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -866032.000000 Penalty: 4381.252930
	Iteration 81Q: 3 clusters Score -866032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -866035.875000 Penalty: 4381.252930
	Iteration 82Q: 3 clusters Score -866035.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -866038.750000 Penalty: 4381.252930
	Iteration 83Q: 3 clusters Score -866038.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -866041.687500 Penalty: 4381.252930
	Iteration 84Q: 3 clusters Score -866041.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -866042.125000 Penalty: 4381.252930
	Iteration 85Q: 3 clusters Score -866042.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -866044.000000 Penalty: 4381.252930
	Iteration 86Q: 3 clusters Score -866044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -866046.125000 Penalty: 4381.252930
	Iteration 87Q: 3 clusters Score -866046.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -866048.187500 Penalty: 4381.252930
	Iteration 88Q: 3 clusters Score -866048.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -866049.312500 Penalty: 4381.252930
	Iteration 89Q: 3 clusters Score -866049.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -866054.250000 Penalty: 4381.252930
	Iteration 90Q: 3 clusters Score -866054.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -866058.812500 Penalty: 4381.252930
	Iteration 91Q: 3 clusters Score -866058.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -866063.312500 Penalty: 4381.252930
	Iteration 92Q: 3 clusters Score -866063.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -866067.125000 Penalty: 4381.252930
	Iteration 93Q: 3 clusters Score -866067.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -866071.687500 Penalty: 4381.252930
	Iteration 94Q: 3 clusters Score -866071.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -866074.750000 Penalty: 4381.252930
	Iteration 95Q: 3 clusters Score -866074.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -866082.000000 Penalty: 4381.252930
	Iteration 96Q: 3 clusters Score -866082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -866083.750000 Penalty: 4381.252930
	Iteration 97Q: 3 clusters Score -866083.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -866084.562500 Penalty: 4381.252930
	Iteration 98Q: 3 clusters Score -866084.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -866084.500000 Penalty: 4381.252930
	Iteration 99Q: 3 clusters Score -866084.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -866089.812500 Penalty: 4381.252930
	Iteration 100F: 3 clusters Score -866089.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -866090.062500 Penalty: 4381.252930
	Iteration 101Q: 3 clusters Score -866090.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -866092.437500 Penalty: 4381.252930
	Iteration 102Q: 3 clusters Score -866092.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -866094.250000 Penalty: 4381.252930
	Iteration 103Q: 3 clusters Score -866094.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -866097.250000 Penalty: 4381.252930
	Iteration 104Q: 3 clusters Score -866097.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -866101.875000 Penalty: 4381.252930
	Iteration 105Q: 3 clusters Score -866101.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -866104.562500 Penalty: 4381.252930
	Iteration 106Q: 3 clusters Score -866104.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -866109.687500 Penalty: 4381.252930
	Iteration 107Q: 3 clusters Score -866109.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -866111.937500 Penalty: 4381.252930
	Iteration 108Q: 3 clusters Score -866111.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -866113.812500 Penalty: 4381.252930
	Iteration 109Q: 3 clusters Score -866113.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -866117.312500 Penalty: 4381.252930
	Iteration 110Q: 3 clusters Score -866117.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -866118.625000 Penalty: 4381.252930
	Iteration 111Q: 3 clusters Score -866118.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -866121.562500 Penalty: 4381.252930
	Iteration 112Q: 3 clusters Score -866121.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -866122.312500 Penalty: 4381.252930
	Iteration 113Q: 3 clusters Score -866122.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -866123.562500 Penalty: 4381.252930
	Iteration 114Q: 3 clusters Score -866123.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -866127.687500 Penalty: 4381.252930
	Iteration 115Q: 3 clusters Score -866127.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -866131.875000 Penalty: 4381.252930
	Iteration 116Q: 3 clusters Score -866131.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -866135.687500 Penalty: 4381.252930
	Iteration 117Q: 3 clusters Score -866135.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -866137.250000 Penalty: 4381.252930
	Iteration 118Q: 3 clusters Score -866137.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -866139.812500 Penalty: 4381.252930
	Iteration 119Q: 3 clusters Score -866139.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -866140.000000 Penalty: 4381.252930
	Iteration 120F: 3 clusters Score -866140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -866142.562500 Penalty: 4381.252930
	Iteration 121Q: 3 clusters Score -866142.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -866150.000000 Penalty: 4381.252930
	Iteration 122Q: 3 clusters Score -866150 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -866156.750000 Penalty: 4381.252930
	Iteration 123Q: 3 clusters Score -866156.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -866163.875000 Penalty: 4381.252930
	Iteration 124Q: 3 clusters Score -866163.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -866171.187500 Penalty: 4381.252930
	Iteration 125Q: 3 clusters Score -866171.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -866178.562500 Penalty: 4381.252930
	Iteration 126Q: 3 clusters Score -866178.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -866183.000000 Penalty: 4381.252930
	Iteration 127Q: 3 clusters Score -866183 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -866192.750000 Penalty: 4381.252930
	Iteration 128Q: 3 clusters Score -866192.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -866196.937500 Penalty: 4381.252930
	Iteration 129Q: 3 clusters Score -866196.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -866206.562500 Penalty: 4381.252930
	Iteration 130Q: 3 clusters Score -866206.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -866215.062500 Penalty: 4381.252930
	Iteration 131Q: 3 clusters Score -866215.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -866226.062500 Penalty: 4381.252930
	Iteration 132Q: 3 clusters Score -866226.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -866248.437500 Penalty: 4381.252930
	Iteration 133Q: 3 clusters Score -866248.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -866274.187500 Penalty: 4381.252930
	Iteration 134Q: 3 clusters Score -866274.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -866311.437500 Penalty: 4381.252930
	Iteration 135Q: 3 clusters Score -866311.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -866357.500000 Penalty: 4381.252930
	Iteration 136Q: 3 clusters Score -866357.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -866399.187500 Penalty: 4381.252930
	Iteration 137Q: 3 clusters Score -866399.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -866430.437500 Penalty: 4381.252930
	Iteration 138Q: 3 clusters Score -866430.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -866471.625000 Penalty: 4381.252930
	Iteration 139Q: 3 clusters Score -866471.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -866502.812500 Penalty: 4381.252930
	Iteration 140F: 3 clusters Score -866502.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -866532.812500 Penalty: 4381.252930
	Iteration 141Q: 3 clusters Score -866532.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -866563.250000 Penalty: 4381.252930
	Iteration 142Q: 3 clusters Score -866563.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -866597.562500 Penalty: 4381.252930
	Iteration 143Q: 3 clusters Score -866597.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -866626.812500 Penalty: 4381.252930
	Iteration 144Q: 3 clusters Score -866626.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -866656.062500 Penalty: 4381.252930
	Iteration 145Q: 3 clusters Score -866656.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -866684.937500 Penalty: 4381.252930
	Iteration 146Q: 3 clusters Score -866684.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -866717.187500 Penalty: 4381.252930
	Iteration 147Q: 3 clusters Score -866717.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -866748.312500 Penalty: 4381.252930
	Iteration 148Q: 3 clusters Score -866748.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -866775.187500 Penalty: 4381.252930
	Iteration 149Q: 3 clusters Score -866775.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -866804.062500 Penalty: 4381.252930
	Iteration 150Q: 3 clusters Score -866804.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -866827.125000 Penalty: 4381.252930
	Iteration 151Q: 3 clusters Score -866827.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -866857.125000 Penalty: 4381.252930
	Iteration 152Q: 3 clusters Score -866857.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -866886.812500 Penalty: 4381.252930
	Iteration 153Q: 3 clusters Score -866886.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -866924.750000 Penalty: 4381.252930
	Iteration 154Q: 3 clusters Score -866924.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -866960.375000 Penalty: 4381.252930
	Iteration 155Q: 3 clusters Score -866960.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -866997.687500 Penalty: 4381.252930
	Iteration 156Q: 3 clusters Score -866997.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -867034.062500 Penalty: 4381.252930
	Iteration 157Q: 3 clusters Score -867034.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -867061.187500 Penalty: 4381.252930
	Iteration 158Q: 3 clusters Score -867061.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -867088.375000 Penalty: 4381.252930
	Iteration 159Q: 3 clusters Score -867088.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -867105.750000 Penalty: 4381.252930
	Iteration 160F: 3 clusters Score -867105.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -867119.125000 Penalty: 4381.252930
	Iteration 161Q: 3 clusters Score -867119.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -867129.312500 Penalty: 4381.252930
	Iteration 162Q: 3 clusters Score -867129.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -867138.062500 Penalty: 4381.252930
	Iteration 163Q: 3 clusters Score -867138.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -867148.937500 Penalty: 4381.252930
	Iteration 164Q: 3 clusters Score -867148.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -867154.500000 Penalty: 4381.252930
	Iteration 165Q: 3 clusters Score -867154.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -867162.437500 Penalty: 4381.252930
	Iteration 166Q: 3 clusters Score -867162.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -867166.687500 Penalty: 4381.252930
	Iteration 167Q: 3 clusters Score -867166.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -867167.562500 Penalty: 4381.252930
	Iteration 168Q: 3 clusters Score -867167.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -867169.187500 Penalty: 4381.252930
	Iteration 169Q: 3 clusters Score -867169.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -867170.312500 Penalty: 4381.252930
	Iteration 170Q: 3 clusters Score -867170.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -867173.062500 Penalty: 4381.252930
	Iteration 171Q: 3 clusters Score -867173.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -867175.750000 Penalty: 4381.252930
	Iteration 172Q: 3 clusters Score -867175.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -867177.187500 Penalty: 4381.252930
	Iteration 173Q: 3 clusters Score -867177.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -867177.937500 Penalty: 4381.252930
	Iteration 174Q: 3 clusters Score -867177.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -867181.000000 Penalty: 4381.252930
	Iteration 175Q: 3 clusters Score -867181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -867181.625000 Penalty: 4381.252930
	Iteration 176Q: 3 clusters Score -867181.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -867186.375000 Penalty: 4381.252930
	Iteration 177Q: 3 clusters Score -867186.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -867191.000000 Penalty: 4381.252930
	Iteration 178Q: 3 clusters Score -867191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -867192.375000 Penalty: 4381.252930
	Iteration 179Q: 3 clusters Score -867192.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -867193.750000 Penalty: 4381.252930
	Iteration 180F: 3 clusters Score -867193.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -867193.437500 Penalty: 4381.252930
	Iteration 181Q: 3 clusters Score -867193.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -867193.375000 Penalty: 4381.252930
	Iteration 182Q: 3 clusters Score -867193.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -867194.500000 Penalty: 4381.252930
	Iteration 183Q: 3 clusters Score -867194.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -867195.312500 Penalty: 4381.252930
	Iteration 184Q: 3 clusters Score -867195.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -867195.000000 Penalty: 4381.252930
	Iteration 185Q: 3 clusters Score -867195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -867196.625000 Penalty: 4381.252930
	Iteration 186Q: 3 clusters Score -867196.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -867198.875000 Penalty: 4381.252930
	Iteration 187Q: 3 clusters Score -867198.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -867201.312500 Penalty: 4381.252930
	Iteration 188Q: 3 clusters Score -867201.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -867201.500000 Penalty: 4381.252930
	Iteration 189Q: 3 clusters Score -867201.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -867202.187500 Penalty: 4381.252930
	Iteration 190Q: 3 clusters Score -867202.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -867202.187500 Penalty: 4381.252930
	Iteration 191F: 3 clusters Score -867202.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Entering Unmasked Estep 
Score: -121662.609375 Penalty: 1722.372681
	Iteration 0F: 2 clusters Score -121662.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -119799.843750 Penalty: 3444.745361
	Iteration 0F: 3 clusters Score -119799.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -120133.992188 Penalty: 3444.745361
	Iteration 1F: 3 clusters Score -120134 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -120215.851562 Penalty: 3444.745361
	Iteration 2F: 3 clusters Score -120215.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -120274.742188 Penalty: 3444.745361
	Iteration 3Q: 3 clusters Score -120274.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -120322.390625 Penalty: 3444.745361
	Iteration 4Q: 3 clusters Score -120322.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -120365.562500 Penalty: 3444.745361
	Iteration 5Q: 3 clusters Score -120365.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -120436.742188 Penalty: 3444.745361
	Iteration 6Q: 3 clusters Score -120436.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -120539.750000 Penalty: 3444.745361
	Iteration 7Q: 3 clusters Score -120539.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -120634.312500 Penalty: 3444.745361
	Iteration 8Q: 3 clusters Score -120634.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -120678.250000 Penalty: 3444.745361
	Iteration 9Q: 3 clusters Score -120678.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -120722.937500 Penalty: 3444.745361
	Iteration 10Q: 3 clusters Score -120722.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -120756.976562 Penalty: 3444.745361
	Iteration 11Q: 3 clusters Score -120757 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -120781.585938 Penalty: 3444.745361
	Iteration 12Q: 3 clusters Score -120781.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -120806.945312 Penalty: 3444.745361
	Iteration 13Q: 3 clusters Score -120806.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -120817.328125 Penalty: 3444.745361
	Iteration 14Q: 3 clusters Score -120817.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -120822.437500 Penalty: 3444.745361
	Iteration 15Q: 3 clusters Score -120822.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -120823.937500 Penalty: 3444.745361
	Iteration 16Q: 3 clusters Score -120823.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -120824.656250 Penalty: 3444.745361
	Iteration 17Q: 3 clusters Score -120824.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -120825.687500 Penalty: 3444.745361
	Iteration 18Q: 3 clusters Score -120825.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -120827.289062 Penalty: 3444.745361
	Iteration 19Q: 3 clusters Score -120827.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -120828.328125 Penalty: 3444.745361
	Iteration 20F: 3 clusters Score -120828.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -120831.390625 Penalty: 3444.745361
	Iteration 21Q: 3 clusters Score -120831.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -120835.476562 Penalty: 3444.745361
	Iteration 22Q: 3 clusters Score -120835.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -120838.484375 Penalty: 3444.745361
	Iteration 23Q: 3 clusters Score -120838.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -120841.851562 Penalty: 3444.745361
	Iteration 24Q: 3 clusters Score -120841.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -120842.921875 Penalty: 3444.745361
	Iteration 25Q: 3 clusters Score -120842.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -120842.921875 Penalty: 3444.745361
	Iteration 26F: 3 clusters Score -120842.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54911 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 31358 members 
Mstep: Class 4 contains 57457 members 
Mstep: Class 5 contains 4686 members 
Mstep: Class 6 contains 22049 members 
Mstep: Class 7 contains 12434 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 15679 members 
Mstep: Class 12 contains 44136 members 
Mstep: Class 13 contains 252604 members 
Mstep: Class 14 contains 96631 members 
Mstep: Class 15 contains 187087 members 
Mstep: Class 16 contains 3023 members 
Mstep: Class 17 contains 4359 members 
Mstep: Class 18 contains 28582 members 
Mstep: Class 19 contains 19291 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6858 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775816.000000 Penalty: 74538.125000
Iteration 279Q: 23 clusters Score -1.047758e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54916 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 31353 members 
Mstep: Class 4 contains 57448 members 
Mstep: Class 5 contains 4688 members 
Mstep: Class 6 contains 22050 members 
Mstep: Class 7 contains 12432 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 15679 members 
Mstep: Class 12 contains 44135 members 
Mstep: Class 13 contains 252655 members 
Mstep: Class 14 contains 96627 members 
Mstep: Class 15 contains 187052 members 
Mstep: Class 16 contains 3022 members 
Mstep: Class 17 contains 4359 members 
Mstep: Class 18 contains 28579 members 
Mstep: Class 19 contains 19292 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6858 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775760.000000 Penalty: 74538.125000
Iteration 280F: 23 clusters Score -1.047758e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54919 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 31348 members 
Mstep: Class 4 contains 57445 members 
Mstep: Class 5 contains 4690 members 
Mstep: Class 6 contains 22051 members 
Mstep: Class 7 contains 12432 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 15677 members 
Mstep: Class 12 contains 44136 members 
Mstep: Class 13 contains 252712 members 
Mstep: Class 14 contains 96617 members 
Mstep: Class 15 contains 187013 members 
Mstep: Class 16 contains 3021 members 
Mstep: Class 17 contains 4358 members 
Mstep: Class 18 contains 28575 members 
Mstep: Class 19 contains 19292 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6859 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775744.000000 Penalty: 74538.125000
Iteration 281Q: 23 clusters Score -1.047757e+08 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54924 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 31344 members 
Mstep: Class 4 contains 57442 members 
Mstep: Class 5 contains 4689 members 
Mstep: Class 6 contains 22050 members 
Mstep: Class 7 contains 12432 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 15680 members 
Mstep: Class 12 contains 44137 members 
Mstep: Class 13 contains 252764 members 
Mstep: Class 14 contains 96613 members 
Mstep: Class 15 contains 186964 members 
Mstep: Class 16 contains 3020 members 
Mstep: Class 17 contains 4357 members 
Mstep: Class 18 contains 28578 members 
Mstep: Class 19 contains 19292 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6859 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775880.000000 Penalty: 74538.125000
Iteration 282Q: 23 clusters Score -1.047759e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54932 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 31342 members 
Mstep: Class 4 contains 57440 members 
Mstep: Class 5 contains 4688 members 
Mstep: Class 6 contains 22048 members 
Mstep: Class 7 contains 12434 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 15677 members 
Mstep: Class 12 contains 44137 members 
Mstep: Class 13 contains 252803 members 
Mstep: Class 14 contains 96608 members 
Mstep: Class 15 contains 186934 members 
Mstep: Class 16 contains 3018 members 
Mstep: Class 17 contains 4355 members 
Mstep: Class 18 contains 28580 members 
Mstep: Class 19 contains 19290 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6859 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775880.000000 Penalty: 74538.125000
Iteration 283Q: 23 clusters Score -1.047759e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54941 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 31340 members 
Mstep: Class 4 contains 57436 members 
Mstep: Class 5 contains 4687 members 
Mstep: Class 6 contains 22049 members 
Mstep: Class 7 contains 12435 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 15677 members 
Mstep: Class 12 contains 44137 members 
Mstep: Class 13 contains 252860 members 
Mstep: Class 14 contains 96601 members 
Mstep: Class 15 contains 186888 members 
Mstep: Class 16 contains 3017 members 
Mstep: Class 17 contains 4354 members 
Mstep: Class 18 contains 28577 members 
Mstep: Class 19 contains 19287 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6859 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775912.000000 Penalty: 74538.125000
Iteration 284Q: 23 clusters Score -1.047759e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54946 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 31333 members 
Mstep: Class 4 contains 57432 members 
Mstep: Class 5 contains 4687 members 
Mstep: Class 6 contains 22048 members 
Mstep: Class 7 contains 12434 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 15676 members 
Mstep: Class 12 contains 44136 members 
Mstep: Class 13 contains 252930 members 
Mstep: Class 14 contains 96588 members 
Mstep: Class 15 contains 186849 members 
Mstep: Class 16 contains 3017 members 
Mstep: Class 17 contains 4353 members 
Mstep: Class 18 contains 28572 members 
Mstep: Class 19 contains 19285 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6859 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775936.000000 Penalty: 74538.125000
Iteration 285Q: 23 clusters Score -1.047759e+08 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54948 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 31325 members 
Mstep: Class 4 contains 57425 members 
Mstep: Class 5 contains 4689 members 
Mstep: Class 6 contains 22047 members 
Mstep: Class 7 contains 12435 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 15677 members 
Mstep: Class 12 contains 44133 members 
Mstep: Class 13 contains 252992 members 
Mstep: Class 14 contains 96561 members 
Mstep: Class 15 contains 186829 members 
Mstep: Class 16 contains 3017 members 
Mstep: Class 17 contains 4353 members 
Mstep: Class 18 contains 28569 members 
Mstep: Class 19 contains 19286 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6859 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776144.000000 Penalty: 74538.125000
Iteration 286Q: 23 clusters Score -1.047761e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54950 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 31319 members 
Mstep: Class 4 contains 57418 members 
Mstep: Class 5 contains 4691 members 
Mstep: Class 6 contains 22046 members 
Mstep: Class 7 contains 12437 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 15676 members 
Mstep: Class 12 contains 44129 members 
Mstep: Class 13 contains 253060 members 
Mstep: Class 14 contains 96527 members 
Mstep: Class 15 contains 186811 members 
Mstep: Class 16 contains 3017 members 
Mstep: Class 17 contains 4354 members 
Mstep: Class 18 contains 28568 members 
Mstep: Class 19 contains 19283 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6859 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776080.000000 Penalty: 74538.125000
Iteration 287Q: 23 clusters Score -1.047761e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54957 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 31316 members 
Mstep: Class 4 contains 57406 members 
Mstep: Class 5 contains 4690 members 
Mstep: Class 6 contains 22046 members 
Mstep: Class 7 contains 12438 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 15672 members 
Mstep: Class 12 contains 44127 members 
Mstep: Class 13 contains 253154 members 
Mstep: Class 14 contains 96477 members 
Mstep: Class 15 contains 186789 members 
Mstep: Class 16 contains 3016 members 
Mstep: Class 17 contains 4353 members 
Mstep: Class 18 contains 28562 members 
Mstep: Class 19 contains 19283 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6859 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776144.000000 Penalty: 74538.125000
Iteration 288Q: 23 clusters Score -1.047761e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54960 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 31308 members 
Mstep: Class 4 contains 57400 members 
Mstep: Class 5 contains 4690 members 
Mstep: Class 6 contains 22043 members 
Mstep: Class 7 contains 12437 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 15667 members 
Mstep: Class 12 contains 44125 members 
Mstep: Class 13 contains 253257 members 
Mstep: Class 14 contains 96438 members 
Mstep: Class 15 contains 186757 members 
Mstep: Class 16 contains 3015 members 
Mstep: Class 17 contains 4353 members 
Mstep: Class 18 contains 28557 members 
Mstep: Class 19 contains 19279 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6859 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776080.000000 Penalty: 74538.125000
Iteration 289Q: 23 clusters Score -1.047761e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54966 members 
Mstep: Class 2 contains 5552 members 
Mstep: Class 3 contains 31303 members 
Mstep: Class 4 contains 57395 members 
Mstep: Class 5 contains 4690 members 
Mstep: Class 6 contains 22041 members 
Mstep: Class 7 contains 12438 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 15665 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 253354 members 
Mstep: Class 14 contains 96404 members 
Mstep: Class 15 contains 186704 members 
Mstep: Class 16 contains 3015 members 
Mstep: Class 17 contains 4353 members 
Mstep: Class 18 contains 28551 members 
Mstep: Class 19 contains 19280 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6859 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776184.000000 Penalty: 74538.125000
Iteration 290Q: 23 clusters Score -1.047762e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54968 members 
Mstep: Class 2 contains 5551 members 
Mstep: Class 3 contains 31299 members 
Mstep: Class 4 contains 57386 members 
Mstep: Class 5 contains 4690 members 
Mstep: Class 6 contains 22038 members 
Mstep: Class 7 contains 12438 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 15668 members 
Mstep: Class 12 contains 44127 members 
Mstep: Class 13 contains 253448 members 
Mstep: Class 14 contains 96360 members 
Mstep: Class 15 contains 186658 members 
Mstep: Class 16 contains 3015 members 
Mstep: Class 17 contains 4355 members 
Mstep: Class 18 contains 28555 members 
Mstep: Class 19 contains 19283 members 
Mstep: Class 20 contains 2138 members 
Mstep: Class 21 contains 6858 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776184.000000 Penalty: 74538.125000
Iteration 291Q: 23 clusters Score -1.047762e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54974 members 
Mstep: Class 2 contains 5553 members 
Mstep: Class 3 contains 31290 members 
Mstep: Class 4 contains 57380 members 
Mstep: Class 5 contains 4692 members 
Mstep: Class 6 contains 22037 members 
Mstep: Class 7 contains 12438 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 15666 members 
Mstep: Class 12 contains 44125 members 
Mstep: Class 13 contains 253540 members 
Mstep: Class 14 contains 96330 members 
Mstep: Class 15 contains 186603 members 
Mstep: Class 16 contains 3015 members 
Mstep: Class 17 contains 4355 members 
Mstep: Class 18 contains 28556 members 
Mstep: Class 19 contains 19285 members 
Mstep: Class 20 contains 2138 members 
Mstep: Class 21 contains 6858 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776112.000000 Penalty: 74538.125000
Iteration 292Q: 23 clusters Score -1.047761e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54982 members 
Mstep: Class 2 contains 5554 members 
Mstep: Class 3 contains 31282 members 
Mstep: Class 4 contains 57376 members 
Mstep: Class 5 contains 4693 members 
Mstep: Class 6 contains 22035 members 
Mstep: Class 7 contains 12438 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 15664 members 
Mstep: Class 12 contains 44123 members 
Mstep: Class 13 contains 253631 members 
Mstep: Class 14 contains 96301 members 
Mstep: Class 15 contains 186551 members 
Mstep: Class 16 contains 3014 members 
Mstep: Class 17 contains 4355 members 
Mstep: Class 18 contains 28556 members 
Mstep: Class 19 contains 19284 members 
Mstep: Class 20 contains 2138 members 
Mstep: Class 21 contains 6858 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776272.000000 Penalty: 74538.125000
Iteration 293Q: 23 clusters Score -1.047763e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54985 members 
Mstep: Class 2 contains 5555 members 
Mstep: Class 3 contains 31275 members 
Mstep: Class 4 contains 57367 members 
Mstep: Class 5 contains 4692 members 
Mstep: Class 6 contains 22033 members 
Mstep: Class 7 contains 12438 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 15663 members 
Mstep: Class 12 contains 44124 members 
Mstep: Class 13 contains 253712 members 
Mstep: Class 14 contains 96282 members 
Mstep: Class 15 contains 186507 members 
Mstep: Class 16 contains 3011 members 
Mstep: Class 17 contains 4354 members 
Mstep: Class 18 contains 28553 members 
Mstep: Class 19 contains 19288 members 
Mstep: Class 20 contains 2138 members 
Mstep: Class 21 contains 6858 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776216.000000 Penalty: 74538.125000
Iteration 294Q: 23 clusters Score -1.047762e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54997 members 
Mstep: Class 2 contains 5555 members 
Mstep: Class 3 contains 31267 members 
Mstep: Class 4 contains 57364 members 
Mstep: Class 5 contains 4690 members 
Mstep: Class 6 contains 22033 members 
Mstep: Class 7 contains 12440 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 15661 members 
Mstep: Class 12 contains 44126 members 
Mstep: Class 13 contains 253780 members 
Mstep: Class 14 contains 96256 members 
Mstep: Class 15 contains 186469 members 
Mstep: Class 16 contains 3009 members 
Mstep: Class 17 contains 4353 members 
Mstep: Class 18 contains 28551 members 
Mstep: Class 19 contains 19287 members 
Mstep: Class 20 contains 2138 members 
Mstep: Class 21 contains 6859 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776256.000000 Penalty: 74538.125000
Iteration 295Q: 23 clusters Score -1.047763e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55004 members 
Mstep: Class 2 contains 5555 members 
Mstep: Class 3 contains 31261 members 
Mstep: Class 4 contains 57354 members 
Mstep: Class 5 contains 4689 members 
Mstep: Class 6 contains 22033 members 
Mstep: Class 7 contains 12444 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 15657 members 
Mstep: Class 12 contains 44124 members 
Mstep: Class 13 contains 253867 members 
Mstep: Class 14 contains 96230 members 
Mstep: Class 15 contains 186421 members 
Mstep: Class 16 contains 3009 members 
Mstep: Class 17 contains 4353 members 
Mstep: Class 18 contains 28550 members 
Mstep: Class 19 contains 19286 members 
Mstep: Class 20 contains 2138 members 
Mstep: Class 21 contains 6860 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776280.000000 Penalty: 74538.125000
Iteration 296Q: 23 clusters Score -1.047763e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55007 members 
Mstep: Class 2 contains 5555 members 
Mstep: Class 3 contains 31254 members 
Mstep: Class 4 contains 57341 members 
Mstep: Class 5 contains 4689 members 
Mstep: Class 6 contains 22034 members 
Mstep: Class 7 contains 12445 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 15656 members 
Mstep: Class 12 contains 44126 members 
Mstep: Class 13 contains 253944 members 
Mstep: Class 14 contains 96198 members 
Mstep: Class 15 contains 186389 members 
Mstep: Class 16 contains 3010 members 
Mstep: Class 17 contains 4353 members 
Mstep: Class 18 contains 28547 members 
Mstep: Class 19 contains 19289 members 
Mstep: Class 20 contains 2138 members 
Mstep: Class 21 contains 6860 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776200.000000 Penalty: 74538.125000
Iteration 297Q: 23 clusters Score -1.047762e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55011 members 
Mstep: Class 2 contains 5555 members 
Mstep: Class 3 contains 31250 members 
Mstep: Class 4 contains 57329 members 
Mstep: Class 5 contains 4689 members 
Mstep: Class 6 contains 22032 members 
Mstep: Class 7 contains 12446 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 15652 members 
Mstep: Class 12 contains 44129 members 
Mstep: Class 13 contains 254020 members 
Mstep: Class 14 contains 96164 members 
Mstep: Class 15 contains 186361 members 
Mstep: Class 16 contains 3011 members 
Mstep: Class 17 contains 4353 members 
Mstep: Class 18 contains 28545 members 
Mstep: Class 19 contains 19290 members 
Mstep: Class 20 contains 2138 members 
Mstep: Class 21 contains 6860 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776144.000000 Penalty: 74538.125000
Iteration 298Q: 23 clusters Score -1.047761e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55011 members 
Mstep: Class 2 contains 5555 members 
Mstep: Class 3 contains 31245 members 
Mstep: Class 4 contains 57319 members 
Mstep: Class 5 contains 4689 members 
Mstep: Class 6 contains 22031 members 
Mstep: Class 7 contains 12448 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 15649 members 
Mstep: Class 12 contains 44130 members 
Mstep: Class 13 contains 254098 members 
Mstep: Class 14 contains 96140 members 
Mstep: Class 15 contains 186328 members 
Mstep: Class 16 contains 3010 members 
Mstep: Class 17 contains 4354 members 
Mstep: Class 18 contains 28539 members 
Mstep: Class 19 contains 19291 members 
Mstep: Class 20 contains 2138 members 
Mstep: Class 21 contains 6860 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776176.000000 Penalty: 74538.125000
Iteration 299Q: 23 clusters Score -1.047762e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55016 members 
Mstep: Class 2 contains 5556 members 
Mstep: Class 3 contains 31243 members 
Mstep: Class 4 contains 57306 members 
Mstep: Class 5 contains 4690 members 
Mstep: Class 6 contains 22032 members 
Mstep: Class 7 contains 12447 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 15647 members 
Mstep: Class 12 contains 44132 members 
Mstep: Class 13 contains 254166 members 
Mstep: Class 14 contains 96125 members 
Mstep: Class 15 contains 186296 members 
Mstep: Class 16 contains 3009 members 
Mstep: Class 17 contains 4352 members 
Mstep: Class 18 contains 28530 members 
Mstep: Class 19 contains 19290 members 
Mstep: Class 20 contains 2138 members 
Mstep: Class 21 contains 6860 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776112.000000 Penalty: 74538.125000
Iteration 300F: 23 clusters Score -1.047761e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55021 members 
Mstep: Class 2 contains 5556 members 
Mstep: Class 3 contains 31240 members 
Mstep: Class 4 contains 57298 members 
Mstep: Class 5 contains 4691 members 
Mstep: Class 6 contains 22032 members 
Mstep: Class 7 contains 12447 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5784 members 
Mstep: Class 11 contains 15645 members 
Mstep: Class 12 contains 44132 members 
Mstep: Class 13 contains 254240 members 
Mstep: Class 14 contains 96102 members 
Mstep: Class 15 contains 186258 members 
Mstep: Class 16 contains 3009 members 
Mstep: Class 17 contains 4352 members 
Mstep: Class 18 contains 28526 members 
Mstep: Class 19 contains 19288 members 
Mstep: Class 20 contains 2138 members 
Mstep: Class 21 contains 6860 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776112.000000 Penalty: 74538.125000
Iteration 301Q: 23 clusters Score -1.047761e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55024 members 
Mstep: Class 2 contains 5556 members 
Mstep: Class 3 contains 31236 members 
Mstep: Class 4 contains 57295 members 
Mstep: Class 5 contains 4692 members 
Mstep: Class 6 contains 22031 members 
Mstep: Class 7 contains 12446 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15644 members 
Mstep: Class 12 contains 44132 members 
Mstep: Class 13 contains 254318 members 
Mstep: Class 14 contains 96085 members 
Mstep: Class 15 contains 186203 members 
Mstep: Class 16 contains 3009 members 
Mstep: Class 17 contains 4352 members 
Mstep: Class 18 contains 28521 members 
Mstep: Class 19 contains 19292 members 
Mstep: Class 20 contains 2138 members 
Mstep: Class 21 contains 6860 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776192.000000 Penalty: 74538.125000
Iteration 302Q: 23 clusters Score -1.047762e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55031 members 
Mstep: Class 2 contains 5556 members 
Mstep: Class 3 contains 31234 members 
Mstep: Class 4 contains 57287 members 
Mstep: Class 5 contains 4692 members 
Mstep: Class 6 contains 22030 members 
Mstep: Class 7 contains 12448 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5786 members 
Mstep: Class 11 contains 15643 members 
Mstep: Class 12 contains 44132 members 
Mstep: Class 13 contains 254397 members 
Mstep: Class 14 contains 96066 members 
Mstep: Class 15 contains 186147 members 
Mstep: Class 16 contains 3009 members 
Mstep: Class 17 contains 4351 members 
Mstep: Class 18 contains 28517 members 
Mstep: Class 19 contains 19294 members 
Mstep: Class 20 contains 2138 members 
Mstep: Class 21 contains 6861 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776160.000000 Penalty: 74538.125000
Iteration 303Q: 23 clusters Score -1.047762e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55039 members 
Mstep: Class 2 contains 5556 members 
Mstep: Class 3 contains 31234 members 
Mstep: Class 4 contains 57282 members 
Mstep: Class 5 contains 4692 members 
Mstep: Class 6 contains 22030 members 
Mstep: Class 7 contains 12448 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15641 members 
Mstep: Class 12 contains 44131 members 
Mstep: Class 13 contains 254462 members 
Mstep: Class 14 contains 96054 members 
Mstep: Class 15 contains 186100 members 
Mstep: Class 16 contains 3009 members 
Mstep: Class 17 contains 4351 members 
Mstep: Class 18 contains 28512 members 
Mstep: Class 19 contains 19293 members 
Mstep: Class 20 contains 2138 members 
Mstep: Class 21 contains 6862 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776192.000000 Penalty: 74538.125000
Iteration 304Q: 23 clusters Score -1.047762e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55043 members 
Mstep: Class 2 contains 5556 members 
Mstep: Class 3 contains 31233 members 
Mstep: Class 4 contains 57280 members 
Mstep: Class 5 contains 4692 members 
Mstep: Class 6 contains 22028 members 
Mstep: Class 7 contains 12448 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15641 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 254538 members 
Mstep: Class 14 contains 96035 members 
Mstep: Class 15 contains 186043 members 
Mstep: Class 16 contains 3009 members 
Mstep: Class 17 contains 4351 members 
Mstep: Class 18 contains 28517 members 
Mstep: Class 19 contains 19292 members 
Mstep: Class 20 contains 2138 members 
Mstep: Class 21 contains 6862 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776048.000000 Penalty: 74538.125000
Iteration 305Q: 23 clusters Score -1.04776e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55049 members 
Mstep: Class 2 contains 5556 members 
Mstep: Class 3 contains 31229 members 
Mstep: Class 4 contains 57273 members 
Mstep: Class 5 contains 4692 members 
Mstep: Class 6 contains 22026 members 
Mstep: Class 7 contains 12446 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15641 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 254597 members 
Mstep: Class 14 contains 96012 members 
Mstep: Class 15 contains 186023 members 
Mstep: Class 16 contains 3009 members 
Mstep: Class 17 contains 4350 members 
Mstep: Class 18 contains 28510 members 
Mstep: Class 19 contains 19293 members 
Mstep: Class 20 contains 2138 members 
Mstep: Class 21 contains 6862 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776072.000000 Penalty: 74538.125000
Iteration 306Q: 23 clusters Score -1.047761e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55050 members 
Mstep: Class 2 contains 5556 members 
Mstep: Class 3 contains 31223 members 
Mstep: Class 4 contains 57272 members 
Mstep: Class 5 contains 4693 members 
Mstep: Class 6 contains 22025 members 
Mstep: Class 7 contains 12443 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15644 members 
Mstep: Class 12 contains 44128 members 
Mstep: Class 13 contains 254638 members 
Mstep: Class 14 contains 95999 members 
Mstep: Class 15 contains 186004 members 
Mstep: Class 16 contains 3008 members 
Mstep: Class 17 contains 4351 members 
Mstep: Class 18 contains 28507 members 
Mstep: Class 19 contains 19293 members 
Mstep: Class 20 contains 2138 members 
Mstep: Class 21 contains 6862 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776136.000000 Penalty: 74538.125000
Iteration 307Q: 23 clusters Score -1.047761e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55053 members 
Mstep: Class 2 contains 5556 members 
Mstep: Class 3 contains 31216 members 
Mstep: Class 4 contains 57269 members 
Mstep: Class 5 contains 4693 members 
Mstep: Class 6 contains 22025 members 
Mstep: Class 7 contains 12444 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15645 members 
Mstep: Class 12 contains 44126 members 
Mstep: Class 13 contains 254688 members 
Mstep: Class 14 contains 95992 members 
Mstep: Class 15 contains 185978 members 
Mstep: Class 16 contains 3007 members 
Mstep: Class 17 contains 4351 members 
Mstep: Class 18 contains 28500 members 
Mstep: Class 19 contains 19291 members 
Mstep: Class 20 contains 2138 members 
Mstep: Class 21 contains 6862 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776136.000000 Penalty: 74538.125000
Iteration 308Q: 23 clusters Score -1.047761e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55056 members 
Mstep: Class 2 contains 5556 members 
Mstep: Class 3 contains 31213 members 
Mstep: Class 4 contains 57266 members 
Mstep: Class 5 contains 4693 members 
Mstep: Class 6 contains 22024 members 
Mstep: Class 7 contains 12444 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15645 members 
Mstep: Class 12 contains 44125 members 
Mstep: Class 13 contains 254739 members 
Mstep: Class 14 contains 95989 members 
Mstep: Class 15 contains 185945 members 
Mstep: Class 16 contains 3007 members 
Mstep: Class 17 contains 4351 members 
Mstep: Class 18 contains 28492 members 
Mstep: Class 19 contains 19289 members 
Mstep: Class 20 contains 2138 members 
Mstep: Class 21 contains 6862 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776208.000000 Penalty: 74538.125000
Iteration 309Q: 23 clusters Score -1.047762e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55058 members 
Mstep: Class 2 contains 5556 members 
Mstep: Class 3 contains 31208 members 
Mstep: Class 4 contains 57266 members 
Mstep: Class 5 contains 4692 members 
Mstep: Class 6 contains 22020 members 
Mstep: Class 7 contains 12444 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15643 members 
Mstep: Class 12 contains 44124 members 
Mstep: Class 13 contains 254785 members 
Mstep: Class 14 contains 95978 members 
Mstep: Class 15 contains 185931 members 
Mstep: Class 16 contains 3007 members 
Mstep: Class 17 contains 4350 members 
Mstep: Class 18 contains 28482 members 
Mstep: Class 19 contains 19290 members 
Mstep: Class 20 contains 2138 members 
Mstep: Class 21 contains 6862 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776280.000000 Penalty: 74538.125000
Iteration 310Q: 23 clusters Score -1.047763e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55057 members 
Mstep: Class 2 contains 5556 members 
Mstep: Class 3 contains 31205 members 
Mstep: Class 4 contains 57264 members 
Mstep: Class 5 contains 4692 members 
Mstep: Class 6 contains 22020 members 
Mstep: Class 7 contains 12444 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15644 members 
Mstep: Class 12 contains 44122 members 
Mstep: Class 13 contains 254827 members 
Mstep: Class 14 contains 95973 members 
Mstep: Class 15 contains 185907 members 
Mstep: Class 16 contains 3007 members 
Mstep: Class 17 contains 4348 members 
Mstep: Class 18 contains 28476 members 
Mstep: Class 19 contains 19292 members 
Mstep: Class 20 contains 2138 members 
Mstep: Class 21 contains 6862 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776320.000000 Penalty: 74538.125000
Iteration 311Q: 23 clusters Score -1.047763e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55058 members 
Mstep: Class 2 contains 5556 members 
Mstep: Class 3 contains 31202 members 
Mstep: Class 4 contains 57262 members 
Mstep: Class 5 contains 4691 members 
Mstep: Class 6 contains 22020 members 
Mstep: Class 7 contains 12444 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15643 members 
Mstep: Class 12 contains 44121 members 
Mstep: Class 13 contains 254875 members 
Mstep: Class 14 contains 95957 members 
Mstep: Class 15 contains 185881 members 
Mstep: Class 16 contains 3007 members 
Mstep: Class 17 contains 4347 members 
Mstep: Class 18 contains 28478 members 
Mstep: Class 19 contains 19292 members 
Mstep: Class 20 contains 2138 members 
Mstep: Class 21 contains 6862 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776304.000000 Penalty: 74538.125000
Iteration 312Q: 23 clusters Score -1.047763e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55063 members 
Mstep: Class 2 contains 5556 members 
Mstep: Class 3 contains 31198 members 
Mstep: Class 4 contains 57269 members 
Mstep: Class 5 contains 4689 members 
Mstep: Class 6 contains 22021 members 
Mstep: Class 7 contains 12444 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15643 members 
Mstep: Class 12 contains 44117 members 
Mstep: Class 13 contains 254919 members 
Mstep: Class 14 contains 95942 members 
Mstep: Class 15 contains 185855 members 
Mstep: Class 16 contains 3007 members 
Mstep: Class 17 contains 4348 members 
Mstep: Class 18 contains 28471 members 
Mstep: Class 19 contains 19292 members 
Mstep: Class 20 contains 2138 members 
Mstep: Class 21 contains 6862 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776328.000000 Penalty: 74538.125000
Iteration 313Q: 23 clusters Score -1.047763e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55062 members 
Mstep: Class 2 contains 5556 members 
Mstep: Class 3 contains 31195 members 
Mstep: Class 4 contains 57271 members 
Mstep: Class 5 contains 4690 members 
Mstep: Class 6 contains 22021 members 
Mstep: Class 7 contains 12445 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15647 members 
Mstep: Class 12 contains 44113 members 
Mstep: Class 13 contains 254986 members 
Mstep: Class 14 contains 95923 members 
Mstep: Class 15 contains 185810 members 
Mstep: Class 16 contains 3007 members 
Mstep: Class 17 contains 4350 members 
Mstep: Class 18 contains 28468 members 
Mstep: Class 19 contains 19290 members 
Mstep: Class 20 contains 2138 members 
Mstep: Class 21 contains 6862 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776536.000000 Penalty: 74538.125000
Iteration 314Q: 23 clusters Score -1.047765e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55068 members 
Mstep: Class 2 contains 5556 members 
Mstep: Class 3 contains 31192 members 
Mstep: Class 4 contains 57267 members 
Mstep: Class 5 contains 4691 members 
Mstep: Class 6 contains 22022 members 
Mstep: Class 7 contains 12445 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15650 members 
Mstep: Class 12 contains 44114 members 
Mstep: Class 13 contains 255052 members 
Mstep: Class 14 contains 95903 members 
Mstep: Class 15 contains 185768 members 
Mstep: Class 16 contains 3007 members 
Mstep: Class 17 contains 4350 members 
Mstep: Class 18 contains 28465 members 
Mstep: Class 19 contains 19284 members 
Mstep: Class 20 contains 2138 members 
Mstep: Class 21 contains 6862 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776480.000000 Penalty: 74538.125000
Iteration 315Q: 23 clusters Score -1.047765e+08 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55071 members 
Mstep: Class 2 contains 5556 members 
Mstep: Class 3 contains 31189 members 
Mstep: Class 4 contains 57264 members 
Mstep: Class 5 contains 4692 members 
Mstep: Class 6 contains 22021 members 
Mstep: Class 7 contains 12444 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15649 members 
Mstep: Class 12 contains 44118 members 
Mstep: Class 13 contains 255099 members 
Mstep: Class 14 contains 95884 members 
Mstep: Class 15 contains 185746 members 
Mstep: Class 16 contains 3006 members 
Mstep: Class 17 contains 4350 members 
Mstep: Class 18 contains 28465 members 
Mstep: Class 19 contains 19280 members 
Mstep: Class 20 contains 2138 members 
Mstep: Class 21 contains 6862 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776488.000000 Penalty: 74538.125000
Iteration 316Q: 23 clusters Score -1.047765e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55071 members 
Mstep: Class 2 contains 5556 members 
Mstep: Class 3 contains 31188 members 
Mstep: Class 4 contains 57260 members 
Mstep: Class 5 contains 4693 members 
Mstep: Class 6 contains 22022 members 
Mstep: Class 7 contains 12444 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15650 members 
Mstep: Class 12 contains 44120 members 
Mstep: Class 13 contains 255142 members 
Mstep: Class 14 contains 95858 members 
Mstep: Class 15 contains 185731 members 
Mstep: Class 16 contains 3006 members 
Mstep: Class 17 contains 4348 members 
Mstep: Class 18 contains 28468 members 
Mstep: Class 19 contains 19277 members 
Mstep: Class 20 contains 2138 members 
Mstep: Class 21 contains 6862 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776584.000000 Penalty: 74538.125000
Iteration 317Q: 23 clusters Score -1.047766e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55069 members 
Mstep: Class 2 contains 5556 members 
Mstep: Class 3 contains 31185 members 
Mstep: Class 4 contains 57257 members 
Mstep: Class 5 contains 4694 members 
Mstep: Class 6 contains 22023 members 
Mstep: Class 7 contains 12444 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15652 members 
Mstep: Class 12 contains 44119 members 
Mstep: Class 13 contains 255165 members 
Mstep: Class 14 contains 95844 members 
Mstep: Class 15 contains 185727 members 
Mstep: Class 16 contains 3006 members 
Mstep: Class 17 contains 4348 members 
Mstep: Class 18 contains 28470 members 
Mstep: Class 19 contains 19275 members 
Mstep: Class 20 contains 2138 members 
Mstep: Class 21 contains 6862 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776728.000000 Penalty: 74538.125000
Iteration 318Q: 23 clusters Score -1.047767e+08 nChanged 155
Entering ConstructFrom: 
Score: -104776728.000000 Penalty: 74538.125000
Entering ConstructFrom: 
Trying to split cluster 1 (55071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55071 members 
Entering Unmasked Estep 
Score: -6684399.000000 Penalty: 2707.261963
	Iteration 0F: 2 clusters Score -6684399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -6647426.500000 Penalty: 5414.523926
	Iteration 0F: 3 clusters Score -6647426 nChanged 25553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -6661254.000000 Penalty: 5414.523926
	Iteration 1F: 3 clusters Score -6661254 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 26438 members 
Entering Unmasked Estep 
Score: -6661669.500000 Penalty: 5414.523926
	Iteration 2Q: 3 clusters Score -6661670 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -6662120.500000 Penalty: 5414.523926
	Iteration 3Q: 3 clusters Score -6662120 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30123 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -6662596.500000 Penalty: 5414.523926
	Iteration 4Q: 3 clusters Score -6662596 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -6663254.000000 Penalty: 5414.523926
	Iteration 5Q: 3 clusters Score -6663254 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -6664098.000000 Penalty: 5414.523926
	Iteration 6Q: 3 clusters Score -6664098 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35918 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -6665459.500000 Penalty: 5414.523926
	Iteration 7Q: 3 clusters Score -6665460 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39445 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -6667883.500000 Penalty: 5414.523926
	Iteration 8F: 3 clusters Score -6667884 nChanged 4350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43781 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -6671498.500000 Penalty: 5414.523926
	Iteration 9F: 3 clusters Score -6671498 nChanged 4392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48169 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -6675581.000000 Penalty: 5414.523926
	Iteration 10F: 3 clusters Score -6675581 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51586 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -6678871.000000 Penalty: 5414.523926
	Iteration 11F: 3 clusters Score -6678871 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53526 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -6680676.500000 Penalty: 5414.523926
	Iteration 12Q: 3 clusters Score -6680676 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54333 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -6681435.000000 Penalty: 5414.523926
	Iteration 13Q: 3 clusters Score -6681435 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54636 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -6681751.000000 Penalty: 5414.523926
	Iteration 14Q: 3 clusters Score -6681751 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54750 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -6681887.000000 Penalty: 5414.523926
	Iteration 15Q: 3 clusters Score -6681887 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54789 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -6681945.500000 Penalty: 5414.523926
	Iteration 16Q: 3 clusters Score -6681946 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54811 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -6681990.500000 Penalty: 5414.523926
	Iteration 17Q: 3 clusters Score -6681990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54821 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -6682009.000000 Penalty: 5414.523926
	Iteration 18Q: 3 clusters Score -6682009 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54828 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -6682027.000000 Penalty: 5414.523926
	Iteration 19Q: 3 clusters Score -6682027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54832 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -6682039.500000 Penalty: 5414.523926
	Iteration 20F: 3 clusters Score -6682040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54836 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -6682040.500000 Penalty: 5414.523926
	Iteration 21Q: 3 clusters Score -6682040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54838 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -6682052.000000 Penalty: 5414.523926
	Iteration 22Q: 3 clusters Score -6682052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54839 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -6682055.500000 Penalty: 5414.523926
	Iteration 23Q: 3 clusters Score -6682056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54839 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -6682055.500000 Penalty: 5414.523926
	Iteration 24F: 3 clusters Score -6682056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Entering Unmasked Estep 
Score: -656455.750000 Penalty: 2138.457764
	Iteration 0F: 2 clusters Score -656455.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -651613.750000 Penalty: 4276.915527
	Iteration 0F: 3 clusters Score -651613.8 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -652834.500000 Penalty: 4276.915527
	Iteration 1F: 3 clusters Score -652834.5 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -653076.000000 Penalty: 4276.915527
	Iteration 2F: 3 clusters Score -653076 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -653208.687500 Penalty: 4276.915527
	Iteration 3F: 3 clusters Score -653208.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -653301.000000 Penalty: 4276.915527
	Iteration 4Q: 3 clusters Score -653301 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -653380.875000 Penalty: 4276.915527
	Iteration 5Q: 3 clusters Score -653380.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -653455.000000 Penalty: 4276.915527
	Iteration 6Q: 3 clusters Score -653455 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -653512.000000 Penalty: 4276.915527
	Iteration 7Q: 3 clusters Score -653512 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -653556.812500 Penalty: 4276.915527
	Iteration 8Q: 3 clusters Score -653556.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -653592.812500 Penalty: 4276.915527
	Iteration 9Q: 3 clusters Score -653592.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -653629.750000 Penalty: 4276.915527
	Iteration 10Q: 3 clusters Score -653629.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -653684.312500 Penalty: 4276.915527
	Iteration 11Q: 3 clusters Score -653684.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -653737.250000 Penalty: 4276.915527
	Iteration 12Q: 3 clusters Score -653737.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -653784.437500 Penalty: 4276.915527
	Iteration 13Q: 3 clusters Score -653784.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -653838.625000 Penalty: 4276.915527
	Iteration 14Q: 3 clusters Score -653838.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -653901.500000 Penalty: 4276.915527
	Iteration 15Q: 3 clusters Score -653901.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -653962.687500 Penalty: 4276.915527
	Iteration 16Q: 3 clusters Score -653962.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -654024.125000 Penalty: 4276.915527
	Iteration 17Q: 3 clusters Score -654024.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -654093.625000 Penalty: 4276.915527
	Iteration 18Q: 3 clusters Score -654093.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -654202.625000 Penalty: 4276.915527
	Iteration 19Q: 3 clusters Score -654202.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -654330.000000 Penalty: 4276.915527
	Iteration 20F: 3 clusters Score -654330 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -654496.000000 Penalty: 4276.915527
	Iteration 21Q: 3 clusters Score -654496 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -654689.875000 Penalty: 4276.915527
	Iteration 22Q: 3 clusters Score -654689.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -654830.875000 Penalty: 4276.915527
	Iteration 23Q: 3 clusters Score -654830.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -654933.500000 Penalty: 4276.915527
	Iteration 24Q: 3 clusters Score -654933.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -654994.000000 Penalty: 4276.915527
	Iteration 25Q: 3 clusters Score -654994 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -655038.125000 Penalty: 4276.915527
	Iteration 26Q: 3 clusters Score -655038.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -655058.375000 Penalty: 4276.915527
	Iteration 27Q: 3 clusters Score -655058.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -655076.937500 Penalty: 4276.915527
	Iteration 28Q: 3 clusters Score -655076.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -655093.375000 Penalty: 4276.915527
	Iteration 29Q: 3 clusters Score -655093.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -655102.562500 Penalty: 4276.915527
	Iteration 30Q: 3 clusters Score -655102.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -655105.437500 Penalty: 4276.915527
	Iteration 31Q: 3 clusters Score -655105.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -655108.125000 Penalty: 4276.915527
	Iteration 32Q: 3 clusters Score -655108.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -655108.125000 Penalty: 4276.915527
	Iteration 33F: 3 clusters Score -655108.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (31179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Entering Unmasked Estep 
Score: -3915816.250000 Penalty: 2566.179932
	Iteration 0F: 2 clusters Score -3915816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -3894474.000000 Penalty: 5132.359863
	Iteration 0F: 3 clusters Score -3894474 nChanged 14045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -3902089.750000 Penalty: 5132.359863
	Iteration 1F: 3 clusters Score -3902090 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -3902535.000000 Penalty: 5132.359863
	Iteration 2Q: 3 clusters Score -3902535 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -3902898.250000 Penalty: 5132.359863
	Iteration 3Q: 3 clusters Score -3902898 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -3903247.500000 Penalty: 5132.359863
	Iteration 4Q: 3 clusters Score -3903248 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -3903640.750000 Penalty: 5132.359863
	Iteration 5Q: 3 clusters Score -3903641 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -3904166.500000 Penalty: 5132.359863
	Iteration 6Q: 3 clusters Score -3904166 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -3904947.000000 Penalty: 5132.359863
	Iteration 7Q: 3 clusters Score -3904947 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -3906054.250000 Penalty: 5132.359863
	Iteration 8F: 3 clusters Score -3906054 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -3907563.250000 Penalty: 5132.359863
	Iteration 9F: 3 clusters Score -3907563 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -3909313.000000 Penalty: 5132.359863
	Iteration 10F: 3 clusters Score -3909313 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -3910947.500000 Penalty: 5132.359863
	Iteration 11F: 3 clusters Score -3910948 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29360 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -3912130.250000 Penalty: 5132.359863
	Iteration 12Q: 3 clusters Score -3912130 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3912892.000000 Penalty: 5132.359863
	Iteration 13Q: 3 clusters Score -3912892 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30496 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3913235.000000 Penalty: 5132.359863
	Iteration 14Q: 3 clusters Score -3913235 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3913375.250000 Penalty: 5132.359863
	Iteration 15Q: 3 clusters Score -3913375 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30728 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -3913473.000000 Penalty: 5132.359863
	Iteration 16Q: 3 clusters Score -3913473 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3913535.000000 Penalty: 5132.359863
	Iteration 17Q: 3 clusters Score -3913535 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30799 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3913584.250000 Penalty: 5132.359863
	Iteration 18Q: 3 clusters Score -3913584 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30824 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3913629.250000 Penalty: 5132.359863
	Iteration 19Q: 3 clusters Score -3913629 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30838 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3913643.000000 Penalty: 5132.359863
	Iteration 20F: 3 clusters Score -3913643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -3913658.000000 Penalty: 5132.359863
	Iteration 21Q: 3 clusters Score -3913658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30851 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -3913667.250000 Penalty: 5132.359863
	Iteration 22Q: 3 clusters Score -3913667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3913681.000000 Penalty: 5132.359863
	Iteration 23Q: 3 clusters Score -3913681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30852 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3913689.500000 Penalty: 5132.359863
	Iteration 24Q: 3 clusters Score -3913690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3913692.000000 Penalty: 5132.359863
	Iteration 25Q: 3 clusters Score -3913692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3913704.250000 Penalty: 5132.359863
	Iteration 26Q: 3 clusters Score -3913704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3913706.250000 Penalty: 5132.359863
	Iteration 27Q: 3 clusters Score -3913706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30860 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3913713.500000 Penalty: 5132.359863
	Iteration 28Q: 3 clusters Score -3913714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3913719.750000 Penalty: 5132.359863
	Iteration 29Q: 3 clusters Score -3913720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3913719.750000 Penalty: 5132.359863
	Iteration 30Q: 3 clusters Score -3913720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3913719.750000 Penalty: 5132.359863
	Iteration 31F: 3 clusters Score -3913720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (57263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57263 members 
Entering Unmasked Estep 
Score: -7225278.500000 Penalty: 2716.941650
	Iteration 0F: 2 clusters Score -7225278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28642 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -7186894.000000 Penalty: 5433.883301
	Iteration 0F: 3 clusters Score -7186894 nChanged 26460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -7201477.000000 Penalty: 5433.883301
	Iteration 1F: 3 clusters Score -7201477 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -7201980.500000 Penalty: 5433.883301
	Iteration 2Q: 3 clusters Score -7201980 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 29292 members 
Entering Unmasked Estep 
Score: -7202546.000000 Penalty: 5433.883301
	Iteration 3Q: 3 clusters Score -7202546 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27598 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -7202970.500000 Penalty: 5433.883301
	Iteration 4Q: 3 clusters Score -7202970 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -7203399.500000 Penalty: 5433.883301
	Iteration 5Q: 3 clusters Score -7203400 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26452 members 
Mstep: Class 2 contains 30811 members 
Entering Unmasked Estep 
Score: -7203853.500000 Penalty: 5433.883301
	Iteration 6Q: 3 clusters Score -7203854 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
Score: -7204400.500000 Penalty: 5433.883301
	Iteration 7Q: 3 clusters Score -7204400 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -7205014.000000 Penalty: 5433.883301
	Iteration 8Q: 3 clusters Score -7205014 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 34335 members 
Entering Unmasked Estep 
Score: -7205891.500000 Penalty: 5433.883301
	Iteration 9Q: 3 clusters Score -7205892 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 36296 members 
Entering Unmasked Estep 
Score: -7207074.000000 Penalty: 5433.883301
	Iteration 10Q: 3 clusters Score -7207074 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 38818 members 
Entering Unmasked Estep 
Score: -7208867.000000 Penalty: 5433.883301
	Iteration 11Q: 3 clusters Score -7208867 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 41721 members 
Entering Unmasked Estep 
Score: -7211366.500000 Penalty: 5433.883301
	Iteration 12F: 3 clusters Score -7211366 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 44549 members 
Entering Unmasked Estep 
Score: -7214020.500000 Penalty: 5433.883301
	Iteration 13F: 3 clusters Score -7214020 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 46949 members 
Entering Unmasked Estep 
Score: -7216227.000000 Penalty: 5433.883301
	Iteration 14Q: 3 clusters Score -7216227 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 48768 members 
Entering Unmasked Estep 
Score: -7217775.000000 Penalty: 5433.883301
	Iteration 15Q: 3 clusters Score -7217775 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 50202 members 
Entering Unmasked Estep 
Score: -7218834.000000 Penalty: 5433.883301
	Iteration 16Q: 3 clusters Score -7218834 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 51398 members 
Entering Unmasked Estep 
Score: -7219629.000000 Penalty: 5433.883301
	Iteration 17Q: 3 clusters Score -7219629 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 52373 members 
Entering Unmasked Estep 
Score: -7220269.000000 Penalty: 5433.883301
	Iteration 18Q: 3 clusters Score -7220269 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 53260 members 
Entering Unmasked Estep 
Score: -7220837.500000 Penalty: 5433.883301
	Iteration 19Q: 3 clusters Score -7220838 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 54007 members 
Entering Unmasked Estep 
Score: -7221334.000000 Penalty: 5433.883301
	Iteration 20F: 3 clusters Score -7221334 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 54603 members 
Entering Unmasked Estep 
Score: -7221682.500000 Penalty: 5433.883301
	Iteration 21Q: 3 clusters Score -7221682 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 55063 members 
Entering Unmasked Estep 
Score: -7221954.000000 Penalty: 5433.883301
	Iteration 22Q: 3 clusters Score -7221954 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 55445 members 
Entering Unmasked Estep 
Score: -7222175.500000 Penalty: 5433.883301
	Iteration 23Q: 3 clusters Score -7222176 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 55739 members 
Entering Unmasked Estep 
Score: -7222333.500000 Penalty: 5433.883301
	Iteration 24Q: 3 clusters Score -7222334 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 55961 members 
Entering Unmasked Estep 
Score: -7222437.500000 Penalty: 5433.883301
	Iteration 25Q: 3 clusters Score -7222438 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 56134 members 
Entering Unmasked Estep 
Score: -7222548.000000 Penalty: 5433.883301
	Iteration 26Q: 3 clusters Score -7222548 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 56246 members 
Entering Unmasked Estep 
Score: -7222624.000000 Penalty: 5433.883301
	Iteration 27Q: 3 clusters Score -7222624 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 56329 members 
Entering Unmasked Estep 
Score: -7222672.500000 Penalty: 5433.883301
	Iteration 28Q: 3 clusters Score -7222672 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 56398 members 
Entering Unmasked Estep 
Score: -7222714.000000 Penalty: 5433.883301
	Iteration 29Q: 3 clusters Score -7222714 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 56451 members 
Entering Unmasked Estep 
Score: -7222754.000000 Penalty: 5433.883301
	Iteration 30Q: 3 clusters Score -7222754 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 56493 members 
Entering Unmasked Estep 
Score: -7222783.000000 Penalty: 5433.883301
	Iteration 31Q: 3 clusters Score -7222783 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 56532 members 
Entering Unmasked Estep 
Score: -7222811.000000 Penalty: 5433.883301
	Iteration 32Q: 3 clusters Score -7222811 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 56563 members 
Entering Unmasked Estep 
Score: -7222840.000000 Penalty: 5433.883301
	Iteration 33Q: 3 clusters Score -7222840 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 56590 members 
Entering Unmasked Estep 
Score: -7222851.500000 Penalty: 5433.883301
	Iteration 34Q: 3 clusters Score -7222852 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 56609 members 
Entering Unmasked Estep 
Score: -7222868.500000 Penalty: 5433.883301
	Iteration 35Q: 3 clusters Score -7222868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 56625 members 
Entering Unmasked Estep 
Score: -7222873.000000 Penalty: 5433.883301
	Iteration 36Q: 3 clusters Score -7222873 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 56635 members 
Entering Unmasked Estep 
Score: -7222881.500000 Penalty: 5433.883301
	Iteration 37Q: 3 clusters Score -7222882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 56640 members 
Entering Unmasked Estep 
Score: -7222888.500000 Penalty: 5433.883301
	Iteration 38Q: 3 clusters Score -7222888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 56649 members 
Entering Unmasked Estep 
Score: -7222893.500000 Penalty: 5433.883301
	Iteration 39Q: 3 clusters Score -7222894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 56650 members 
Entering Unmasked Estep 
Score: -7222898.500000 Penalty: 5433.883301
	Iteration 40F: 3 clusters Score -7222898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 56650 members 
Entering Unmasked Estep 
Score: -7222900.000000 Penalty: 5433.883301
	Iteration 41Q: 3 clusters Score -7222900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 56652 members 
Entering Unmasked Estep 
Score: -7222900.500000 Penalty: 5433.883301
	Iteration 42Q: 3 clusters Score -7222900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 56650 members 
Entering Unmasked Estep 
Score: -7222902.000000 Penalty: 5433.883301
	Iteration 43Q: 3 clusters Score -7222902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 56650 members 
Entering Unmasked Estep 
Score: -7222907.500000 Penalty: 5433.883301
	Iteration 44Q: 3 clusters Score -7222908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 56650 members 
Entering Unmasked Estep 
Score: -7222906.500000 Penalty: 5433.883301
	Iteration 45Q: 3 clusters Score -7222906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 56651 members 
Entering Unmasked Estep 
Score: -7222912.000000 Penalty: 5433.883301
	Iteration 46Q: 3 clusters Score -7222912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 56651 members 
Entering Unmasked Estep 
Score: -7222912.000000 Penalty: 5433.883301
	Iteration 47F: 3 clusters Score -7222912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Entering Unmasked Estep 
Score: -580145.687500 Penalty: 2096.602051
	Iteration 0F: 2 clusters Score -580145.7 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 2354 members 
Entering Unmasked Estep 
Score: -575835.437500 Penalty: 4193.204102
	Iteration 0F: 3 clusters Score -575835.4 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -576816.500000 Penalty: 4193.204102
	Iteration 1F: 3 clusters Score -576816.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -577020.375000 Penalty: 4193.204102
	Iteration 2F: 3 clusters Score -577020.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -577157.875000 Penalty: 4193.204102
	Iteration 3F: 3 clusters Score -577157.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -577242.312500 Penalty: 4193.204102
	Iteration 4Q: 3 clusters Score -577242.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -577305.500000 Penalty: 4193.204102
	Iteration 5Q: 3 clusters Score -577305.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -577354.937500 Penalty: 4193.204102
	Iteration 6Q: 3 clusters Score -577354.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -577399.312500 Penalty: 4193.204102
	Iteration 7Q: 3 clusters Score -577399.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -577448.937500 Penalty: 4193.204102
	Iteration 8Q: 3 clusters Score -577448.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -577493.437500 Penalty: 4193.204102
	Iteration 9Q: 3 clusters Score -577493.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -577546.125000 Penalty: 4193.204102
	Iteration 10Q: 3 clusters Score -577546.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -577614.562500 Penalty: 4193.204102
	Iteration 11Q: 3 clusters Score -577614.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -577699.000000 Penalty: 4193.204102
	Iteration 12Q: 3 clusters Score -577699 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -577814.312500 Penalty: 4193.204102
	Iteration 13Q: 3 clusters Score -577814.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -577914.812500 Penalty: 4193.204102
	Iteration 14Q: 3 clusters Score -577914.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -578018.062500 Penalty: 4193.204102
	Iteration 15Q: 3 clusters Score -578018.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -578131.062500 Penalty: 4193.204102
	Iteration 16Q: 3 clusters Score -578131.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -578227.812500 Penalty: 4193.204102
	Iteration 17Q: 3 clusters Score -578227.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -578308.250000 Penalty: 4193.204102
	Iteration 18Q: 3 clusters Score -578308.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -578401.125000 Penalty: 4193.204102
	Iteration 19Q: 3 clusters Score -578401.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -578485.375000 Penalty: 4193.204102
	Iteration 20F: 3 clusters Score -578485.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -578555.312500 Penalty: 4193.204102
	Iteration 21Q: 3 clusters Score -578555.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -578634.562500 Penalty: 4193.204102
	Iteration 22Q: 3 clusters Score -578634.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -578706.125000 Penalty: 4193.204102
	Iteration 23Q: 3 clusters Score -578706.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -578767.125000 Penalty: 4193.204102
	Iteration 24Q: 3 clusters Score -578767.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -578802.750000 Penalty: 4193.204102
	Iteration 25Q: 3 clusters Score -578802.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -578831.125000 Penalty: 4193.204102
	Iteration 26Q: 3 clusters Score -578831.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -578849.562500 Penalty: 4193.204102
	Iteration 27Q: 3 clusters Score -578849.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -578861.625000 Penalty: 4193.204102
	Iteration 28Q: 3 clusters Score -578861.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -578870.500000 Penalty: 4193.204102
	Iteration 29Q: 3 clusters Score -578870.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -578879.750000 Penalty: 4193.204102
	Iteration 30Q: 3 clusters Score -578879.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -578886.187500 Penalty: 4193.204102
	Iteration 31Q: 3 clusters Score -578886.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -578889.375000 Penalty: 4193.204102
	Iteration 32Q: 3 clusters Score -578889.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -578893.875000 Penalty: 4193.204102
	Iteration 33Q: 3 clusters Score -578893.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -578899.187500 Penalty: 4193.204102
	Iteration 34Q: 3 clusters Score -578899.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -578900.375000 Penalty: 4193.204102
	Iteration 35Q: 3 clusters Score -578900.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -578902.812500 Penalty: 4193.204102
	Iteration 36Q: 3 clusters Score -578902.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -578904.437500 Penalty: 4193.204102
	Iteration 37Q: 3 clusters Score -578904.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -578907.000000 Penalty: 4193.204102
	Iteration 38Q: 3 clusters Score -578907 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -578907.750000 Penalty: 4193.204102
	Iteration 39Q: 3 clusters Score -578907.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -578908.750000 Penalty: 4193.204102
	Iteration 40F: 3 clusters Score -578908.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Entering Unmasked Estep 
Score: -2647125.000000 Penalty: 2479.960938
	Iteration 0F: 2 clusters Score -2647125 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -2631802.250000 Penalty: 4959.921875
	Iteration 0F: 3 clusters Score -2631802 nChanged 9723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -2637077.250000 Penalty: 4959.921875
	Iteration 1F: 3 clusters Score -2637077 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -2637493.000000 Penalty: 4959.921875
	Iteration 2F: 3 clusters Score -2637493 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -2637872.500000 Penalty: 4959.921875
	Iteration 3Q: 3 clusters Score -2637872 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -2638252.000000 Penalty: 4959.921875
	Iteration 4Q: 3 clusters Score -2638252 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -2638702.500000 Penalty: 4959.921875
	Iteration 5Q: 3 clusters Score -2638702 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -2639336.250000 Penalty: 4959.921875
	Iteration 6F: 3 clusters Score -2639336 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -2640175.500000 Penalty: 4959.921875
	Iteration 7F: 3 clusters Score -2640176 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -2641125.000000 Penalty: 4959.921875
	Iteration 8F: 3 clusters Score -2641125 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -2642032.000000 Penalty: 4959.921875
	Iteration 9F: 3 clusters Score -2642032 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -2642808.750000 Penalty: 4959.921875
	Iteration 10Q: 3 clusters Score -2642809 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -2643306.750000 Penalty: 4959.921875
	Iteration 11Q: 3 clusters Score -2643307 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -2643699.750000 Penalty: 4959.921875
	Iteration 12Q: 3 clusters Score -2643700 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -2644026.750000 Penalty: 4959.921875
	Iteration 13Q: 3 clusters Score -2644027 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -2644322.750000 Penalty: 4959.921875
	Iteration 14Q: 3 clusters Score -2644323 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -2644569.000000 Penalty: 4959.921875
	Iteration 15Q: 3 clusters Score -2644569 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -2644741.000000 Penalty: 4959.921875
	Iteration 16Q: 3 clusters Score -2644741 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -2644819.750000 Penalty: 4959.921875
	Iteration 17Q: 3 clusters Score -2644820 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -2644865.750000 Penalty: 4959.921875
	Iteration 18Q: 3 clusters Score -2644866 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -2644905.250000 Penalty: 4959.921875
	Iteration 19Q: 3 clusters Score -2644905 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -2644944.500000 Penalty: 4959.921875
	Iteration 20F: 3 clusters Score -2644944 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 21086 members 
Entering Unmasked Estep 
Score: -2644969.500000 Penalty: 4959.921875
	Iteration 21Q: 3 clusters Score -2644970 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -2644986.750000 Penalty: 4959.921875
	Iteration 22Q: 3 clusters Score -2644987 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -2645012.500000 Penalty: 4959.921875
	Iteration 23Q: 3 clusters Score -2645012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -2645022.750000 Penalty: 4959.921875
	Iteration 24Q: 3 clusters Score -2645023 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -2645038.750000 Penalty: 4959.921875
	Iteration 25Q: 3 clusters Score -2645039 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -2645048.000000 Penalty: 4959.921875
	Iteration 26Q: 3 clusters Score -2645048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -2645049.500000 Penalty: 4959.921875
	Iteration 27Q: 3 clusters Score -2645050 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 21184 members 
Entering Unmasked Estep 
Score: -2645059.250000 Penalty: 4959.921875
	Iteration 28Q: 3 clusters Score -2645059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -2645063.750000 Penalty: 4959.921875
	Iteration 29Q: 3 clusters Score -2645064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -2645064.500000 Penalty: 4959.921875
	Iteration 30Q: 3 clusters Score -2645064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -2645068.500000 Penalty: 4959.921875
	Iteration 31Q: 3 clusters Score -2645068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -2645073.750000 Penalty: 4959.921875
	Iteration 32Q: 3 clusters Score -2645074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -2645071.000000 Penalty: 4959.921875
	Iteration 33Q: 3 clusters Score -2645071 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -2645076.250000 Penalty: 4959.921875
	Iteration 34Q: 3 clusters Score -2645076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -2645081.250000 Penalty: 4959.921875
	Iteration 35Q: 3 clusters Score -2645081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -2645085.250000 Penalty: 4959.921875
	Iteration 36Q: 3 clusters Score -2645085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -2645091.000000 Penalty: 4959.921875
	Iteration 37Q: 3 clusters Score -2645091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -2645087.000000 Penalty: 4959.921875
	Iteration 38Q: 3 clusters Score -2645087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -2645086.250000 Penalty: 4959.921875
	Iteration 39Q: 3 clusters Score -2645086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -2645086.250000 Penalty: 4959.921875
	Iteration 40F: 3 clusters Score -2645086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Entering Unmasked Estep 
Score: -1558359.875000 Penalty: 2338.390625
	Iteration 0F: 2 clusters Score -1558360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1549108.000000 Penalty: 4676.781250
	Iteration 0F: 3 clusters Score -1549108 nChanged 5232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1551904.875000 Penalty: 4676.781250
	Iteration 1F: 3 clusters Score -1551905 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1552214.875000 Penalty: 4676.781250
	Iteration 2F: 3 clusters Score -1552215 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1552453.750000 Penalty: 4676.781250
	Iteration 3Q: 3 clusters Score -1552454 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1552646.750000 Penalty: 4676.781250
	Iteration 4Q: 3 clusters Score -1552647 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1552831.125000 Penalty: 4676.781250
	Iteration 5Q: 3 clusters Score -1552831 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1553002.625000 Penalty: 4676.781250
	Iteration 6Q: 3 clusters Score -1553003 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1553172.000000 Penalty: 4676.781250
	Iteration 7Q: 3 clusters Score -1553172 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1553326.375000 Penalty: 4676.781250
	Iteration 8Q: 3 clusters Score -1553326 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1553542.875000 Penalty: 4676.781250
	Iteration 9Q: 3 clusters Score -1553543 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1553790.625000 Penalty: 4676.781250
	Iteration 10Q: 3 clusters Score -1553791 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1554076.750000 Penalty: 4676.781250
	Iteration 11Q: 3 clusters Score -1554077 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1554390.750000 Penalty: 4676.781250
	Iteration 12Q: 3 clusters Score -1554391 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1554728.375000 Penalty: 4676.781250
	Iteration 13Q: 3 clusters Score -1554728 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1555034.625000 Penalty: 4676.781250
	Iteration 14Q: 3 clusters Score -1555035 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1555253.000000 Penalty: 4676.781250
	Iteration 15Q: 3 clusters Score -1555253 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1555432.750000 Penalty: 4676.781250
	Iteration 16Q: 3 clusters Score -1555433 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1555566.500000 Penalty: 4676.781250
	Iteration 17Q: 3 clusters Score -1555566 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1555674.500000 Penalty: 4676.781250
	Iteration 18Q: 3 clusters Score -1555674 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1555762.500000 Penalty: 4676.781250
	Iteration 19Q: 3 clusters Score -1555762 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1555834.625000 Penalty: 4676.781250
	Iteration 20F: 3 clusters Score -1555835 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1555886.875000 Penalty: 4676.781250
	Iteration 21Q: 3 clusters Score -1555887 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1555930.750000 Penalty: 4676.781250
	Iteration 22Q: 3 clusters Score -1555931 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1555967.875000 Penalty: 4676.781250
	Iteration 23Q: 3 clusters Score -1555968 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1555993.625000 Penalty: 4676.781250
	Iteration 24Q: 3 clusters Score -1555994 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1556020.125000 Penalty: 4676.781250
	Iteration 25Q: 3 clusters Score -1556020 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1556042.500000 Penalty: 4676.781250
	Iteration 26Q: 3 clusters Score -1556042 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1556053.750000 Penalty: 4676.781250
	Iteration 27Q: 3 clusters Score -1556054 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1556080.250000 Penalty: 4676.781250
	Iteration 28Q: 3 clusters Score -1556080 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1556103.125000 Penalty: 4676.781250
	Iteration 29Q: 3 clusters Score -1556103 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1556128.625000 Penalty: 4676.781250
	Iteration 30Q: 3 clusters Score -1556129 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1556147.250000 Penalty: 4676.781250
	Iteration 31Q: 3 clusters Score -1556147 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1556175.625000 Penalty: 4676.781250
	Iteration 32Q: 3 clusters Score -1556176 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1556192.875000 Penalty: 4676.781250
	Iteration 33Q: 3 clusters Score -1556193 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1556212.625000 Penalty: 4676.781250
	Iteration 34Q: 3 clusters Score -1556213 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1556230.625000 Penalty: 4676.781250
	Iteration 35Q: 3 clusters Score -1556231 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1556244.375000 Penalty: 4676.781250
	Iteration 36Q: 3 clusters Score -1556244 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1556271.750000 Penalty: 4676.781250
	Iteration 37Q: 3 clusters Score -1556272 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1556296.125000 Penalty: 4676.781250
	Iteration 38Q: 3 clusters Score -1556296 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1556318.625000 Penalty: 4676.781250
	Iteration 39Q: 3 clusters Score -1556319 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1556343.625000 Penalty: 4676.781250
	Iteration 40F: 3 clusters Score -1556344 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1556368.625000 Penalty: 4676.781250
	Iteration 41Q: 3 clusters Score -1556369 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1556386.875000 Penalty: 4676.781250
	Iteration 42Q: 3 clusters Score -1556387 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1556407.000000 Penalty: 4676.781250
	Iteration 43Q: 3 clusters Score -1556407 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1556417.375000 Penalty: 4676.781250
	Iteration 44Q: 3 clusters Score -1556417 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1556436.750000 Penalty: 4676.781250
	Iteration 45Q: 3 clusters Score -1556437 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1556460.375000 Penalty: 4676.781250
	Iteration 46Q: 3 clusters Score -1556460 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1556480.875000 Penalty: 4676.781250
	Iteration 47Q: 3 clusters Score -1556481 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1556499.250000 Penalty: 4676.781250
	Iteration 48Q: 3 clusters Score -1556499 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1556517.875000 Penalty: 4676.781250
	Iteration 49Q: 3 clusters Score -1556518 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1556530.875000 Penalty: 4676.781250
	Iteration 50Q: 3 clusters Score -1556531 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11418 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1556541.625000 Penalty: 4676.781250
	Iteration 51Q: 3 clusters Score -1556542 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1556556.875000 Penalty: 4676.781250
	Iteration 52Q: 3 clusters Score -1556557 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1556564.750000 Penalty: 4676.781250
	Iteration 53Q: 3 clusters Score -1556565 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1556573.750000 Penalty: 4676.781250
	Iteration 54Q: 3 clusters Score -1556574 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1556582.375000 Penalty: 4676.781250
	Iteration 55Q: 3 clusters Score -1556582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1556590.750000 Penalty: 4676.781250
	Iteration 56Q: 3 clusters Score -1556591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1556591.750000 Penalty: 4676.781250
	Iteration 57Q: 3 clusters Score -1556592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1556596.500000 Penalty: 4676.781250
	Iteration 58Q: 3 clusters Score -1556596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1556600.250000 Penalty: 4676.781250
	Iteration 59Q: 3 clusters Score -1556600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11558 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1556605.000000 Penalty: 4676.781250
	Iteration 60F: 3 clusters Score -1556605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1556610.500000 Penalty: 4676.781250
	Iteration 61Q: 3 clusters Score -1556610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1556610.750000 Penalty: 4676.781250
	Iteration 62Q: 3 clusters Score -1556611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1556614.250000 Penalty: 4676.781250
	Iteration 63Q: 3 clusters Score -1556614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1556612.125000 Penalty: 4676.781250
	Iteration 64Q: 3 clusters Score -1556612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1556616.125000 Penalty: 4676.781250
	Iteration 65Q: 3 clusters Score -1556616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1556618.250000 Penalty: 4676.781250
	Iteration 66Q: 3 clusters Score -1556618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -1556620.500000 Penalty: 4676.781250
	Iteration 67Q: 3 clusters Score -1556620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1556623.000000 Penalty: 4676.781250
	Iteration 68Q: 3 clusters Score -1556623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1556624.500000 Penalty: 4676.781250
	Iteration 69Q: 3 clusters Score -1556624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1556623.250000 Penalty: 4676.781250
	Iteration 70Q: 3 clusters Score -1556623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1556625.625000 Penalty: 4676.781250
	Iteration 71Q: 3 clusters Score -1556626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1556625.625000 Penalty: 4676.781250
	Iteration 72F: 3 clusters Score -1556626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -81930.281250 Penalty: 1624.667847
	Iteration 0F: 2 clusters Score -81930.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -80261.593750 Penalty: 3249.335693
	Iteration 0F: 3 clusters Score -80261.59 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -80510.375000 Penalty: 3249.335693
	Iteration 1F: 3 clusters Score -80510.38 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -80604.507812 Penalty: 3249.335693
	Iteration 2F: 3 clusters Score -80604.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -80635.773438 Penalty: 3249.335693
	Iteration 3Q: 3 clusters Score -80635.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -80678.351562 Penalty: 3249.335693
	Iteration 4Q: 3 clusters Score -80678.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -80711.515625 Penalty: 3249.335693
	Iteration 5Q: 3 clusters Score -80711.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -80734.484375 Penalty: 3249.335693
	Iteration 6Q: 3 clusters Score -80734.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -80746.234375 Penalty: 3249.335693
	Iteration 7Q: 3 clusters Score -80746.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -80754.140625 Penalty: 3249.335693
	Iteration 8Q: 3 clusters Score -80754.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -80760.507812 Penalty: 3249.335693
	Iteration 9Q: 3 clusters Score -80760.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -80760.507812 Penalty: 3249.335693
	Iteration 10F: 3 clusters Score -80760.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Entering Unmasked Estep 
Score: -120329.195312 Penalty: 1723.802002
	Iteration 0F: 2 clusters Score -120329.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -118415.195312 Penalty: 3447.604004
	Iteration 0F: 3 clusters Score -118415.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -118748.468750 Penalty: 3447.604004
	Iteration 1F: 3 clusters Score -118748.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -118870.320312 Penalty: 3447.604004
	Iteration 2F: 3 clusters Score -118870.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -118938.765625 Penalty: 3447.604004
	Iteration 3Q: 3 clusters Score -118938.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -119005.320312 Penalty: 3447.604004
	Iteration 4Q: 3 clusters Score -119005.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -119047.781250 Penalty: 3447.604004
	Iteration 5Q: 3 clusters Score -119047.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -119090.179688 Penalty: 3447.604004
	Iteration 6Q: 3 clusters Score -119090.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -119122.671875 Penalty: 3447.604004
	Iteration 7Q: 3 clusters Score -119122.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -119145.867188 Penalty: 3447.604004
	Iteration 8Q: 3 clusters Score -119145.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -119166.429688 Penalty: 3447.604004
	Iteration 9Q: 3 clusters Score -119166.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -119190.382812 Penalty: 3447.604004
	Iteration 10Q: 3 clusters Score -119190.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -119200.671875 Penalty: 3447.604004
	Iteration 11Q: 3 clusters Score -119200.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -119205.390625 Penalty: 3447.604004
	Iteration 12Q: 3 clusters Score -119205.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -119214.390625 Penalty: 3447.604004
	Iteration 13Q: 3 clusters Score -119214.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -119218.601562 Penalty: 3447.604004
	Iteration 14Q: 3 clusters Score -119218.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -119220.382812 Penalty: 3447.604004
	Iteration 15Q: 3 clusters Score -119220.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -119220.914062 Penalty: 3447.604004
	Iteration 16Q: 3 clusters Score -119220.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -119220.914062 Penalty: 3447.604004
	Iteration 17F: 3 clusters Score -119220.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Entering Unmasked Estep 
Score: -731178.375000 Penalty: 2148.429932
	Iteration 0F: 2 clusters Score -731178.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -726108.375000 Penalty: 4296.859863
	Iteration 0F: 3 clusters Score -726108.4 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -727299.062500 Penalty: 4296.859863
	Iteration 1F: 3 clusters Score -727299.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -727515.312500 Penalty: 4296.859863
	Iteration 2F: 3 clusters Score -727515.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -727665.000000 Penalty: 4296.859863
	Iteration 3F: 3 clusters Score -727665 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -727763.312500 Penalty: 4296.859863
	Iteration 4Q: 3 clusters Score -727763.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -727831.125000 Penalty: 4296.859863
	Iteration 5Q: 3 clusters Score -727831.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -727876.812500 Penalty: 4296.859863
	Iteration 6Q: 3 clusters Score -727876.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -727913.437500 Penalty: 4296.859863
	Iteration 7Q: 3 clusters Score -727913.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -727946.875000 Penalty: 4296.859863
	Iteration 8Q: 3 clusters Score -727946.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -727975.062500 Penalty: 4296.859863
	Iteration 9Q: 3 clusters Score -727975.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -728000.437500 Penalty: 4296.859863
	Iteration 10Q: 3 clusters Score -728000.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -728033.812500 Penalty: 4296.859863
	Iteration 11Q: 3 clusters Score -728033.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -728069.562500 Penalty: 4296.859863
	Iteration 12Q: 3 clusters Score -728069.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -728100.437500 Penalty: 4296.859863
	Iteration 13Q: 3 clusters Score -728100.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -728131.125000 Penalty: 4296.859863
	Iteration 14Q: 3 clusters Score -728131.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -728162.812500 Penalty: 4296.859863
	Iteration 15Q: 3 clusters Score -728162.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -728203.437500 Penalty: 4296.859863
	Iteration 16Q: 3 clusters Score -728203.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -728250.937500 Penalty: 4296.859863
	Iteration 17Q: 3 clusters Score -728250.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -728309.125000 Penalty: 4296.859863
	Iteration 18Q: 3 clusters Score -728309.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -728386.437500 Penalty: 4296.859863
	Iteration 19Q: 3 clusters Score -728386.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -728477.000000 Penalty: 4296.859863
	Iteration 20F: 3 clusters Score -728477 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -728567.437500 Penalty: 4296.859863
	Iteration 21Q: 3 clusters Score -728567.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -728651.687500 Penalty: 4296.859863
	Iteration 22Q: 3 clusters Score -728651.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -728735.812500 Penalty: 4296.859863
	Iteration 23Q: 3 clusters Score -728735.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -728807.312500 Penalty: 4296.859863
	Iteration 24Q: 3 clusters Score -728807.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -728862.437500 Penalty: 4296.859863
	Iteration 25Q: 3 clusters Score -728862.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -728925.750000 Penalty: 4296.859863
	Iteration 26Q: 3 clusters Score -728925.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -728976.437500 Penalty: 4296.859863
	Iteration 27Q: 3 clusters Score -728976.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -729016.062500 Penalty: 4296.859863
	Iteration 28Q: 3 clusters Score -729016.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -729055.375000 Penalty: 4296.859863
	Iteration 29Q: 3 clusters Score -729055.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -729090.625000 Penalty: 4296.859863
	Iteration 30Q: 3 clusters Score -729090.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -729118.937500 Penalty: 4296.859863
	Iteration 31Q: 3 clusters Score -729118.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -729149.750000 Penalty: 4296.859863
	Iteration 32Q: 3 clusters Score -729149.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -729174.125000 Penalty: 4296.859863
	Iteration 33Q: 3 clusters Score -729174.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -729194.375000 Penalty: 4296.859863
	Iteration 34Q: 3 clusters Score -729194.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -729208.000000 Penalty: 4296.859863
	Iteration 35Q: 3 clusters Score -729208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -729214.500000 Penalty: 4296.859863
	Iteration 36Q: 3 clusters Score -729214.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -729219.062500 Penalty: 4296.859863
	Iteration 37Q: 3 clusters Score -729219.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -729221.125000 Penalty: 4296.859863
	Iteration 38Q: 3 clusters Score -729221.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -729223.500000 Penalty: 4296.859863
	Iteration 39Q: 3 clusters Score -729223.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -729226.250000 Penalty: 4296.859863
	Iteration 40F: 3 clusters Score -729226.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -729230.937500 Penalty: 4296.859863
	Iteration 41Q: 3 clusters Score -729230.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -729235.250000 Penalty: 4296.859863
	Iteration 42Q: 3 clusters Score -729235.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -729240.250000 Penalty: 4296.859863
	Iteration 43Q: 3 clusters Score -729240.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -729242.437500 Penalty: 4296.859863
	Iteration 44Q: 3 clusters Score -729242.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -729245.187500 Penalty: 4296.859863
	Iteration 45Q: 3 clusters Score -729245.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -729248.750000 Penalty: 4296.859863
	Iteration 46Q: 3 clusters Score -729248.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -729250.500000 Penalty: 4296.859863
	Iteration 47Q: 3 clusters Score -729250.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -729252.187500 Penalty: 4296.859863
	Iteration 48Q: 3 clusters Score -729252.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -729253.562500 Penalty: 4296.859863
	Iteration 49Q: 3 clusters Score -729253.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -729253.812500 Penalty: 4296.859863
	Iteration 50Q: 3 clusters Score -729253.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -729253.812500 Penalty: 4296.859863
	Iteration 51F: 3 clusters Score -729253.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Entering Unmasked Estep 
Score: -1965030.125000 Penalty: 2395.208252
	Iteration 0F: 2 clusters Score -1965030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1953744.875000 Penalty: 4790.416504
	Iteration 0F: 3 clusters Score -1953745 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1957266.875000 Penalty: 4790.416504
	Iteration 1F: 3 clusters Score -1957267 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1957644.750000 Penalty: 4790.416504
	Iteration 2F: 3 clusters Score -1957645 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -1957953.250000 Penalty: 4790.416504
	Iteration 3F: 3 clusters Score -1957953 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1958227.125000 Penalty: 4790.416504
	Iteration 4Q: 3 clusters Score -1958227 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1958493.500000 Penalty: 4790.416504
	Iteration 5Q: 3 clusters Score -1958494 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1958789.000000 Penalty: 4790.416504
	Iteration 6Q: 3 clusters Score -1958789 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1959172.875000 Penalty: 4790.416504
	Iteration 7Q: 3 clusters Score -1959173 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1959649.750000 Penalty: 4790.416504
	Iteration 8F: 3 clusters Score -1959650 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1960219.125000 Penalty: 4790.416504
	Iteration 9F: 3 clusters Score -1960219 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -1960901.250000 Penalty: 4790.416504
	Iteration 10F: 3 clusters Score -1960901 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1961612.875000 Penalty: 4790.416504
	Iteration 11F: 3 clusters Score -1961613 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -1962230.375000 Penalty: 4790.416504
	Iteration 12Q: 3 clusters Score -1962230 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -1962653.500000 Penalty: 4790.416504
	Iteration 13Q: 3 clusters Score -1962654 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1962913.250000 Penalty: 4790.416504
	Iteration 14Q: 3 clusters Score -1962913 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -1963054.750000 Penalty: 4790.416504
	Iteration 15Q: 3 clusters Score -1963055 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1963125.875000 Penalty: 4790.416504
	Iteration 16Q: 3 clusters Score -1963126 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1963161.375000 Penalty: 4790.416504
	Iteration 17Q: 3 clusters Score -1963161 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -1963185.375000 Penalty: 4790.416504
	Iteration 18Q: 3 clusters Score -1963185 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -1963202.250000 Penalty: 4790.416504
	Iteration 19Q: 3 clusters Score -1963202 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -1963213.875000 Penalty: 4790.416504
	Iteration 20F: 3 clusters Score -1963214 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -1963221.125000 Penalty: 4790.416504
	Iteration 21Q: 3 clusters Score -1963221 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -1963231.625000 Penalty: 4790.416504
	Iteration 22Q: 3 clusters Score -1963232 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -1963237.375000 Penalty: 4790.416504
	Iteration 23Q: 3 clusters Score -1963237 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -1963249.000000 Penalty: 4790.416504
	Iteration 24Q: 3 clusters Score -1963249 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -1963263.375000 Penalty: 4790.416504
	Iteration 25Q: 3 clusters Score -1963263 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -1963267.500000 Penalty: 4790.416504
	Iteration 26Q: 3 clusters Score -1963268 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -1963272.875000 Penalty: 4790.416504
	Iteration 27Q: 3 clusters Score -1963273 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -1963283.750000 Penalty: 4790.416504
	Iteration 28Q: 3 clusters Score -1963284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -1963288.250000 Penalty: 4790.416504
	Iteration 29Q: 3 clusters Score -1963288 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -1963292.500000 Penalty: 4790.416504
	Iteration 30Q: 3 clusters Score -1963292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -1963293.250000 Penalty: 4790.416504
	Iteration 31Q: 3 clusters Score -1963293 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -1963295.375000 Penalty: 4790.416504
	Iteration 32Q: 3 clusters Score -1963295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -1963297.875000 Penalty: 4790.416504
	Iteration 33Q: 3 clusters Score -1963298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -1963301.250000 Penalty: 4790.416504
	Iteration 34Q: 3 clusters Score -1963301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -1963301.250000 Penalty: 4790.416504
	Iteration 35Q: 3 clusters Score -1963301 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -1963304.125000 Penalty: 4790.416504
	Iteration 36Q: 3 clusters Score -1963304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -1963305.000000 Penalty: 4790.416504
	Iteration 37Q: 3 clusters Score -1963305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -1963306.250000 Penalty: 4790.416504
	Iteration 38Q: 3 clusters Score -1963306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -1963309.500000 Penalty: 4790.416504
	Iteration 39Q: 3 clusters Score -1963310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -1963309.250000 Penalty: 4790.416504
	Iteration 40F: 3 clusters Score -1963309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -1963310.875000 Penalty: 4790.416504
	Iteration 41Q: 3 clusters Score -1963311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -1963311.250000 Penalty: 4790.416504
	Iteration 42Q: 3 clusters Score -1963311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -1963311.750000 Penalty: 4790.416504
	Iteration 43Q: 3 clusters Score -1963312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -1963312.250000 Penalty: 4790.416504
	Iteration 44Q: 3 clusters Score -1963312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -1963314.125000 Penalty: 4790.416504
	Iteration 45Q: 3 clusters Score -1963314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -1963314.125000 Penalty: 4790.416504
	Iteration 46F: 3 clusters Score -1963314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44119 members 
Entering Unmasked Estep 
Score: -5569514.000000 Penalty: 2652.272217
	Iteration 0F: 2 clusters Score -5569514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -5539779.000000 Penalty: 5304.544434
	Iteration 0F: 3 clusters Score -5539779 nChanged 20337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -5550981.500000 Penalty: 5304.544434
	Iteration 1F: 3 clusters Score -5550982 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -5551487.000000 Penalty: 5304.544434
	Iteration 2Q: 3 clusters Score -5551487 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -5552072.500000 Penalty: 5304.544434
	Iteration 3Q: 3 clusters Score -5552072 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -5552748.500000 Penalty: 5304.544434
	Iteration 4Q: 3 clusters Score -5552748 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19885 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -5553457.500000 Penalty: 5304.544434
	Iteration 5Q: 3 clusters Score -5553458 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -5554197.500000 Penalty: 5304.544434
	Iteration 6Q: 3 clusters Score -5554198 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -5555055.000000 Penalty: 5304.544434
	Iteration 7Q: 3 clusters Score -5555055 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -5556051.500000 Penalty: 5304.544434
	Iteration 8Q: 3 clusters Score -5556052 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 29048 members 
Entering Unmasked Estep 
Score: -5557112.000000 Penalty: 5304.544434
	Iteration 9Q: 3 clusters Score -5557112 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 31035 members 
Entering Unmasked Estep 
Score: -5558374.000000 Penalty: 5304.544434
	Iteration 10Q: 3 clusters Score -5558374 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 33235 members 
Entering Unmasked Estep 
Score: -5559817.000000 Penalty: 5304.544434
	Iteration 11F: 3 clusters Score -5559817 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -5561371.000000 Penalty: 5304.544434
	Iteration 12F: 3 clusters Score -5561371 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 37758 members 
Entering Unmasked Estep 
Score: -5562962.000000 Penalty: 5304.544434
	Iteration 13Q: 3 clusters Score -5562962 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 39626 members 
Entering Unmasked Estep 
Score: -5564274.500000 Penalty: 5304.544434
	Iteration 14Q: 3 clusters Score -5564274 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 41036 members 
Entering Unmasked Estep 
Score: -5565265.500000 Penalty: 5304.544434
	Iteration 15Q: 3 clusters Score -5565266 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 42024 members 
Entering Unmasked Estep 
Score: -5566017.500000 Penalty: 5304.544434
	Iteration 16Q: 3 clusters Score -5566018 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -5566463.000000 Penalty: 5304.544434
	Iteration 17Q: 3 clusters Score -5566463 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 42995 members 
Entering Unmasked Estep 
Score: -5566754.500000 Penalty: 5304.544434
	Iteration 18Q: 3 clusters Score -5566754 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 43201 members 
Entering Unmasked Estep 
Score: -5566912.500000 Penalty: 5304.544434
	Iteration 19Q: 3 clusters Score -5566912 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 43322 members 
Entering Unmasked Estep 
Score: -5567012.000000 Penalty: 5304.544434
	Iteration 20F: 3 clusters Score -5567012 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 43399 members 
Entering Unmasked Estep 
Score: -5567071.500000 Penalty: 5304.544434
	Iteration 21Q: 3 clusters Score -5567072 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 43455 members 
Entering Unmasked Estep 
Score: -5567107.000000 Penalty: 5304.544434
	Iteration 22Q: 3 clusters Score -5567107 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 43488 members 
Entering Unmasked Estep 
Score: -5567140.500000 Penalty: 5304.544434
	Iteration 23Q: 3 clusters Score -5567140 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 43514 members 
Entering Unmasked Estep 
Score: -5567172.000000 Penalty: 5304.544434
	Iteration 24Q: 3 clusters Score -5567172 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 43538 members 
Entering Unmasked Estep 
Score: -5567194.500000 Penalty: 5304.544434
	Iteration 25Q: 3 clusters Score -5567194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 43552 members 
Entering Unmasked Estep 
Score: -5567206.500000 Penalty: 5304.544434
	Iteration 26Q: 3 clusters Score -5567206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 43569 members 
Entering Unmasked Estep 
Score: -5567211.500000 Penalty: 5304.544434
	Iteration 27Q: 3 clusters Score -5567212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 43583 members 
Entering Unmasked Estep 
Score: -5567233.500000 Penalty: 5304.544434
	Iteration 28Q: 3 clusters Score -5567234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 43590 members 
Entering Unmasked Estep 
Score: -5567240.000000 Penalty: 5304.544434
	Iteration 29Q: 3 clusters Score -5567240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 43595 members 
Entering Unmasked Estep 
Score: -5567236.500000 Penalty: 5304.544434
	Iteration 30Q: 3 clusters Score -5567236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 43597 members 
Entering Unmasked Estep 
Score: -5567246.000000 Penalty: 5304.544434
	Iteration 31Q: 3 clusters Score -5567246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 43597 members 
Entering Unmasked Estep 
Score: -5567249.000000 Penalty: 5304.544434
	Iteration 32Q: 3 clusters Score -5567249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 43599 members 
Entering Unmasked Estep 
Score: -5567246.000000 Penalty: 5304.544434
	Iteration 33Q: 3 clusters Score -5567246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 43599 members 
Entering Unmasked Estep 
Score: -5567246.000000 Penalty: 5304.544434
	Iteration 34F: 3 clusters Score -5567246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (255185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255185 members 
Entering Unmasked Estep 
Score: -31662236.000000 Penalty: 3087.536621
	Iteration 0F: 2 clusters Score -3.166224e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127771 members 
Mstep: Class 2 contains 127414 members 
Entering Unmasked Estep 
Score: -31501054.000000 Penalty: 6175.073242
	Iteration 0F: 3 clusters Score -3.150105e+07 nChanged 123338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131031 members 
Mstep: Class 2 contains 124154 members 
Entering Unmasked Estep 
Score: -31574294.000000 Penalty: 6175.073242
	Iteration 1F: 3 clusters Score -3.157429e+07 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133552 members 
Mstep: Class 2 contains 121633 members 
Entering Unmasked Estep 
Score: -31575332.000000 Penalty: 6175.073242
	Iteration 2Q: 3 clusters Score -3.157533e+07 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137398 members 
Mstep: Class 2 contains 117787 members 
Entering Unmasked Estep 
Score: -31576862.000000 Penalty: 6175.073242
	Iteration 3Q: 3 clusters Score -3.157686e+07 nChanged 7921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143353 members 
Mstep: Class 2 contains 111832 members 
Entering Unmasked Estep 
Score: -31579240.000000 Penalty: 6175.073242
	Iteration 4Q: 3 clusters Score -3.157924e+07 nChanged 10238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152345 members 
Mstep: Class 2 contains 102840 members 
Entering Unmasked Estep 
Score: -31583060.000000 Penalty: 6175.073242
	Iteration 5Q: 3 clusters Score -3.158306e+07 nChanged 13901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165602 members 
Mstep: Class 2 contains 89583 members 
Entering Unmasked Estep 
Score: -31590434.000000 Penalty: 6175.073242
	Iteration 6F: 3 clusters Score -3.159043e+07 nChanged 18700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184096 members 
Mstep: Class 2 contains 71089 members 
Entering Unmasked Estep 
Score: -31603656.000000 Penalty: 6175.073242
	Iteration 7F: 3 clusters Score -3.160366e+07 nChanged 22963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207015 members 
Mstep: Class 2 contains 48170 members 
Entering Unmasked Estep 
Score: -31622420.000000 Penalty: 6175.073242
	Iteration 8F: 3 clusters Score -3.162242e+07 nChanged 22345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229358 members 
Mstep: Class 2 contains 25827 members 
Entering Unmasked Estep 
Score: -31640858.000000 Penalty: 6175.073242
	Iteration 9F: 3 clusters Score -3.164086e+07 nChanged 15594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244952 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -31652526.000000 Penalty: 6175.073242
	Iteration 10F: 3 clusters Score -3.165253e+07 nChanged 7064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252016 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -31657382.000000 Penalty: 6175.073242
	Iteration 11Q: 3 clusters Score -3.165738e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254165 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -31658768.000000 Penalty: 6175.073242
	Iteration 12Q: 3 clusters Score -3.165877e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254715 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -31659182.000000 Penalty: 6175.073242
	Iteration 13Q: 3 clusters Score -3.165918e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254873 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -31659324.000000 Penalty: 6175.073242
	Iteration 14Q: 3 clusters Score -3.165932e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254922 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -31659418.000000 Penalty: 6175.073242
	Iteration 15Q: 3 clusters Score -3.165942e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254936 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -31659442.000000 Penalty: 6175.073242
	Iteration 16Q: 3 clusters Score -3.165944e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254949 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -31659474.000000 Penalty: 6175.073242
	Iteration 17Q: 3 clusters Score -3.165947e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254956 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -31659484.000000 Penalty: 6175.073242
	Iteration 18Q: 3 clusters Score -3.165948e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254957 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -31659492.000000 Penalty: 6175.073242
	Iteration 19Q: 3 clusters Score -3.165949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254959 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -31659468.000000 Penalty: 6175.073242
	Iteration 20F: 3 clusters Score -3.165947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254960 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -31659484.000000 Penalty: 6175.073242
	Iteration 21Q: 3 clusters Score -3.165948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254960 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -31659490.000000 Penalty: 6175.073242
	Iteration 22Q: 3 clusters Score -3.165949e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254961 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -31659486.000000 Penalty: 6175.073242
	Iteration 23Q: 3 clusters Score -3.165949e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254961 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -31659502.000000 Penalty: 6175.073242
	Iteration 24Q: 3 clusters Score -3.16595e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254960 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -31659486.000000 Penalty: 6175.073242
	Iteration 25Q: 3 clusters Score -3.165949e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254960 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -31659498.000000 Penalty: 6175.073242
	Iteration 26Q: 3 clusters Score -3.16595e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254960 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -31659498.000000 Penalty: 6175.073242
	Iteration 27F: 3 clusters Score -3.16595e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (95831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95831 members 
Entering Unmasked Estep 
Score: -12043910.000000 Penalty: 2844.644775
	Iteration 0F: 2 clusters Score -1.204391e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47721 members 
Mstep: Class 2 contains 48110 members 
Entering Unmasked Estep 
Score: -11979810.000000 Penalty: 5689.289551
	Iteration 0F: 3 clusters Score -1.197981e+07 nChanged 45406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43745 members 
Mstep: Class 2 contains 52086 members 
Entering Unmasked Estep 
Score: -12005795.000000 Penalty: 5689.289551
	Iteration 1F: 3 clusters Score -1.20058e+07 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41424 members 
Mstep: Class 2 contains 54407 members 
Entering Unmasked Estep 
Score: -12006966.000000 Penalty: 5689.289551
	Iteration 2Q: 3 clusters Score -1.200697e+07 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38125 members 
Mstep: Class 2 contains 57706 members 
Entering Unmasked Estep 
Score: -12008546.000000 Penalty: 5689.289551
	Iteration 3Q: 3 clusters Score -1.200855e+07 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 62362 members 
Entering Unmasked Estep 
Score: -12011196.000000 Penalty: 5689.289551
	Iteration 4F: 3 clusters Score -1.20112e+07 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 68707 members 
Entering Unmasked Estep 
Score: -12015742.000000 Penalty: 5689.289551
	Iteration 5F: 3 clusters Score -1.201574e+07 nChanged 8009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 76580 members 
Entering Unmasked Estep 
Score: -12022716.000000 Penalty: 5689.289551
	Iteration 6F: 3 clusters Score -1.202272e+07 nChanged 8097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 84623 members 
Entering Unmasked Estep 
Score: -12030774.000000 Penalty: 5689.289551
	Iteration 7F: 3 clusters Score -1.203077e+07 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 90605 members 
Entering Unmasked Estep 
Score: -12036843.000000 Penalty: 5689.289551
	Iteration 8F: 3 clusters Score -1.203684e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 93698 members 
Entering Unmasked Estep 
Score: -12039812.000000 Penalty: 5689.289551
	Iteration 9Q: 3 clusters Score -1.203981e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 94896 members 
Entering Unmasked Estep 
Score: -12040914.000000 Penalty: 5689.289551
	Iteration 10Q: 3 clusters Score -1.204091e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 95267 members 
Entering Unmasked Estep 
Score: -12041283.000000 Penalty: 5689.289551
	Iteration 11Q: 3 clusters Score -1.204128e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 95412 members 
Entering Unmasked Estep 
Score: -12041394.000000 Penalty: 5689.289551
	Iteration 12Q: 3 clusters Score -1.204139e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 95470 members 
Entering Unmasked Estep 
Score: -12041448.000000 Penalty: 5689.289551
	Iteration 13Q: 3 clusters Score -1.204145e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 95489 members 
Entering Unmasked Estep 
Score: -12041473.000000 Penalty: 5689.289551
	Iteration 14Q: 3 clusters Score -1.204147e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 95496 members 
Entering Unmasked Estep 
Score: -12041486.000000 Penalty: 5689.289551
	Iteration 15Q: 3 clusters Score -1.204149e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 95503 members 
Entering Unmasked Estep 
Score: -12041500.000000 Penalty: 5689.289551
	Iteration 16Q: 3 clusters Score -1.20415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 95506 members 
Entering Unmasked Estep 
Score: -12041505.000000 Penalty: 5689.289551
	Iteration 17Q: 3 clusters Score -1.20415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 95509 members 
Entering Unmasked Estep 
Score: -12041492.000000 Penalty: 5689.289551
	Iteration 18Q: 3 clusters Score -1.204149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 95510 members 
Entering Unmasked Estep 
Score: -12041499.000000 Penalty: 5689.289551
	Iteration 19Q: 3 clusters Score -1.20415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 95511 members 
Entering Unmasked Estep 
Score: -12041498.000000 Penalty: 5689.289551
	Iteration 20F: 3 clusters Score -1.20415e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 95512 members 
Entering Unmasked Estep 
Score: -12041503.000000 Penalty: 5689.289551
	Iteration 21Q: 3 clusters Score -1.20415e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 95512 members 
Entering Unmasked Estep 
Score: -12041503.000000 Penalty: 5689.289551
	Iteration 22F: 3 clusters Score -1.20415e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (185722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185722 members 
Entering Unmasked Estep 
Score: -23104082.000000 Penalty: 3008.737549
	Iteration 0F: 2 clusters Score -2.310408e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92785 members 
Mstep: Class 2 contains 92937 members 
Entering Unmasked Estep 
Score: -22982102.000000 Penalty: 6017.475098
	Iteration 0F: 3 clusters Score -2.29821e+07 nChanged 89219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89294 members 
Mstep: Class 2 contains 96428 members 
Entering Unmasked Estep 
Score: -23034332.000000 Penalty: 6017.475098
	Iteration 1F: 3 clusters Score -2.303433e+07 nChanged 5819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86873 members 
Mstep: Class 2 contains 98849 members 
Entering Unmasked Estep 
Score: -23035744.000000 Penalty: 6017.475098
	Iteration 2Q: 3 clusters Score -2.303574e+07 nChanged 6316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83239 members 
Mstep: Class 2 contains 102483 members 
Entering Unmasked Estep 
Score: -23037438.000000 Penalty: 6017.475098
	Iteration 3Q: 3 clusters Score -2.303744e+07 nChanged 7410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77843 members 
Mstep: Class 2 contains 107879 members 
Entering Unmasked Estep 
Score: -23040008.000000 Penalty: 6017.475098
	Iteration 4Q: 3 clusters Score -2.304001e+07 nChanged 9181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70062 members 
Mstep: Class 2 contains 115660 members 
Entering Unmasked Estep 
Score: -23044244.000000 Penalty: 6017.475098
	Iteration 5Q: 3 clusters Score -2.304424e+07 nChanged 11660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59206 members 
Mstep: Class 2 contains 126516 members 
Entering Unmasked Estep 
Score: -23051546.000000 Penalty: 6017.475098
	Iteration 6F: 3 clusters Score -2.305155e+07 nChanged 14150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45512 members 
Mstep: Class 2 contains 140210 members 
Entering Unmasked Estep 
Score: -23062428.000000 Penalty: 6017.475098
	Iteration 7F: 3 clusters Score -2.306243e+07 nChanged 14835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30841 members 
Mstep: Class 2 contains 154881 members 
Entering Unmasked Estep 
Score: -23075354.000000 Penalty: 6017.475098
	Iteration 8F: 3 clusters Score -2.307535e+07 nChanged 12739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 167554 members 
Entering Unmasked Estep 
Score: -23086432.000000 Penalty: 6017.475098
	Iteration 9F: 3 clusters Score -2.308643e+07 nChanged 8700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 176226 members 
Entering Unmasked Estep 
Score: -23093890.000000 Penalty: 6017.475098
	Iteration 10Q: 3 clusters Score -2.309389e+07 nChanged 4781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 180993 members 
Entering Unmasked Estep 
Score: -23097996.000000 Penalty: 6017.475098
	Iteration 11Q: 3 clusters Score -2.3098e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 183228 members 
Entering Unmasked Estep 
Score: -23099724.000000 Penalty: 6017.475098
	Iteration 12Q: 3 clusters Score -2.309972e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 184252 members 
Entering Unmasked Estep 
Score: -23100544.000000 Penalty: 6017.475098
	Iteration 13Q: 3 clusters Score -2.310054e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 184691 members 
Entering Unmasked Estep 
Score: -23100878.000000 Penalty: 6017.475098
	Iteration 14Q: 3 clusters Score -2.310088e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 184895 members 
Entering Unmasked Estep 
Score: -23101054.000000 Penalty: 6017.475098
	Iteration 15Q: 3 clusters Score -2.310105e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 184993 members 
Entering Unmasked Estep 
Score: -23101222.000000 Penalty: 6017.475098
	Iteration 16Q: 3 clusters Score -2.310122e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 185058 members 
Entering Unmasked Estep 
Score: -23101268.000000 Penalty: 6017.475098
	Iteration 17Q: 3 clusters Score -2.310127e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 185092 members 
Entering Unmasked Estep 
Score: -23101326.000000 Penalty: 6017.475098
	Iteration 18Q: 3 clusters Score -2.310133e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 185110 members 
Entering Unmasked Estep 
Score: -23101350.000000 Penalty: 6017.475098
	Iteration 19Q: 3 clusters Score -2.310135e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 185128 members 
Entering Unmasked Estep 
Score: -23101358.000000 Penalty: 6017.475098
	Iteration 20F: 3 clusters Score -2.310136e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 185135 members 
Entering Unmasked Estep 
Score: -23101370.000000 Penalty: 6017.475098
	Iteration 21Q: 3 clusters Score -2.310137e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 185142 members 
Entering Unmasked Estep 
Score: -23101368.000000 Penalty: 6017.475098
	Iteration 22Q: 3 clusters Score -2.310137e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 185150 members 
Entering Unmasked Estep 
Score: -23101372.000000 Penalty: 6017.475098
	Iteration 23Q: 3 clusters Score -2.310137e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 185152 members 
Entering Unmasked Estep 
Score: -23101390.000000 Penalty: 6017.475098
	Iteration 24Q: 3 clusters Score -2.310139e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 185154 members 
Entering Unmasked Estep 
Score: -23101398.000000 Penalty: 6017.475098
	Iteration 25Q: 3 clusters Score -2.31014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 185156 members 
Entering Unmasked Estep 
Score: -23101408.000000 Penalty: 6017.475098
	Iteration 26Q: 3 clusters Score -2.310141e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 185157 members 
Entering Unmasked Estep 
Score: -23101414.000000 Penalty: 6017.475098
	Iteration 27Q: 3 clusters Score -2.310141e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 185159 members 
Entering Unmasked Estep 
Score: -23101406.000000 Penalty: 6017.475098
	Iteration 28Q: 3 clusters Score -2.310141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 185162 members 
Entering Unmasked Estep 
Score: -23101408.000000 Penalty: 6017.475098
	Iteration 29Q: 3 clusters Score -2.310141e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 185162 members 
Entering Unmasked Estep 
Score: -23101404.000000 Penalty: 6017.475098
	Iteration 30Q: 3 clusters Score -2.31014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 185162 members 
Entering Unmasked Estep 
Score: -23101414.000000 Penalty: 6017.475098
	Iteration 31Q: 3 clusters Score -2.310141e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 185162 members 
Entering Unmasked Estep 
Score: -23101414.000000 Penalty: 6017.475098
	Iteration 32F: 3 clusters Score -2.310141e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Entering Unmasked Estep 
Score: -371271.843750 Penalty: 1986.074707
	Iteration 0F: 2 clusters Score -371271.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -367996.437500 Penalty: 3972.149414
	Iteration 0F: 3 clusters Score -367996.4 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -368592.125000 Penalty: 3972.149414
	Iteration 1F: 3 clusters Score -368592.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -368761.656250 Penalty: 3972.149414
	Iteration 2F: 3 clusters Score -368761.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -368861.718750 Penalty: 3972.149414
	Iteration 3F: 3 clusters Score -368861.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -368927.906250 Penalty: 3972.149414
	Iteration 4Q: 3 clusters Score -368927.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -368972.125000 Penalty: 3972.149414
	Iteration 5Q: 3 clusters Score -368972.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -369004.843750 Penalty: 3972.149414
	Iteration 6Q: 3 clusters Score -369004.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -369026.812500 Penalty: 3972.149414
	Iteration 7Q: 3 clusters Score -369026.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -369044.812500 Penalty: 3972.149414
	Iteration 8Q: 3 clusters Score -369044.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -369057.062500 Penalty: 3972.149414
	Iteration 9Q: 3 clusters Score -369057.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -369065.750000 Penalty: 3972.149414
	Iteration 10Q: 3 clusters Score -369065.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -369072.156250 Penalty: 3972.149414
	Iteration 11Q: 3 clusters Score -369072.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -369078.687500 Penalty: 3972.149414
	Iteration 12Q: 3 clusters Score -369078.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -369084.687500 Penalty: 3972.149414
	Iteration 13Q: 3 clusters Score -369084.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -369088.812500 Penalty: 3972.149414
	Iteration 14Q: 3 clusters Score -369088.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -369092.531250 Penalty: 3972.149414
	Iteration 15Q: 3 clusters Score -369092.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -369094.437500 Penalty: 3972.149414
	Iteration 16Q: 3 clusters Score -369094.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -369097.093750 Penalty: 3972.149414
	Iteration 17Q: 3 clusters Score -369097.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -369098.093750 Penalty: 3972.149414
	Iteration 18Q: 3 clusters Score -369098.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -369097.625000 Penalty: 3972.149414
	Iteration 19Q: 3 clusters Score -369097.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -369098.156250 Penalty: 3972.149414
	Iteration 20F: 3 clusters Score -369098.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Entering Unmasked Estep 
Score: -507503.718750 Penalty: 2077.555908
	Iteration 0F: 2 clusters Score -507503.7 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 2146 members 
Entering Unmasked Estep 
Score: -503442.781250 Penalty: 4155.111816
	Iteration 0F: 3 clusters Score -503442.8 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -504520.468750 Penalty: 4155.111816
	Iteration 1F: 3 clusters Score -504520.5 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -504799.000000 Penalty: 4155.111816
	Iteration 2F: 3 clusters Score -504799 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -504982.781250 Penalty: 4155.111816
	Iteration 3F: 3 clusters Score -504982.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -505146.718750 Penalty: 4155.111816
	Iteration 4Q: 3 clusters Score -505146.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -505288.468750 Penalty: 4155.111816
	Iteration 5Q: 3 clusters Score -505288.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -505444.656250 Penalty: 4155.111816
	Iteration 6Q: 3 clusters Score -505444.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -505596.187500 Penalty: 4155.111816
	Iteration 7Q: 3 clusters Score -505596.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -505754.593750 Penalty: 4155.111816
	Iteration 8Q: 3 clusters Score -505754.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -505907.843750 Penalty: 4155.111816
	Iteration 9Q: 3 clusters Score -505907.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -506072.812500 Penalty: 4155.111816
	Iteration 10Q: 3 clusters Score -506072.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -506185.031250 Penalty: 4155.111816
	Iteration 11Q: 3 clusters Score -506185 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -506253.031250 Penalty: 4155.111816
	Iteration 12Q: 3 clusters Score -506253 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -506287.406250 Penalty: 4155.111816
	Iteration 13Q: 3 clusters Score -506287.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -506310.281250 Penalty: 4155.111816
	Iteration 14Q: 3 clusters Score -506310.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -506336.281250 Penalty: 4155.111816
	Iteration 15Q: 3 clusters Score -506336.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -506362.468750 Penalty: 4155.111816
	Iteration 16Q: 3 clusters Score -506362.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -506387.937500 Penalty: 4155.111816
	Iteration 17Q: 3 clusters Score -506387.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -506430.031250 Penalty: 4155.111816
	Iteration 18Q: 3 clusters Score -506430 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -506480.937500 Penalty: 4155.111816
	Iteration 19Q: 3 clusters Score -506480.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -506511.968750 Penalty: 4155.111816
	Iteration 20F: 3 clusters Score -506512 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -506528.187500 Penalty: 4155.111816
	Iteration 21Q: 3 clusters Score -506528.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -506536.843750 Penalty: 4155.111816
	Iteration 22Q: 3 clusters Score -506536.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -506541.562500 Penalty: 4155.111816
	Iteration 23Q: 3 clusters Score -506541.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -506545.750000 Penalty: 4155.111816
	Iteration 24Q: 3 clusters Score -506545.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -506548.031250 Penalty: 4155.111816
	Iteration 25Q: 3 clusters Score -506548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -506552.218750 Penalty: 4155.111816
	Iteration 26Q: 3 clusters Score -506552.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -506553.593750 Penalty: 4155.111816
	Iteration 27Q: 3 clusters Score -506553.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -506558.031250 Penalty: 4155.111816
	Iteration 28Q: 3 clusters Score -506558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -506558.625000 Penalty: 4155.111816
	Iteration 29Q: 3 clusters Score -506558.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -506561.125000 Penalty: 4155.111816
	Iteration 30Q: 3 clusters Score -506561.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -506563.218750 Penalty: 4155.111816
	Iteration 31Q: 3 clusters Score -506563.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -506564.281250 Penalty: 4155.111816
	Iteration 32Q: 3 clusters Score -506564.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -506565.656250 Penalty: 4155.111816
	Iteration 33Q: 3 clusters Score -506565.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -506567.625000 Penalty: 4155.111816
	Iteration 34Q: 3 clusters Score -506567.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -506570.625000 Penalty: 4155.111816
	Iteration 35Q: 3 clusters Score -506570.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -506573.031250 Penalty: 4155.111816
	Iteration 36Q: 3 clusters Score -506573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -506573.812500 Penalty: 4155.111816
	Iteration 37Q: 3 clusters Score -506573.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -506575.031250 Penalty: 4155.111816
	Iteration 38Q: 3 clusters Score -506575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -506575.750000 Penalty: 4155.111816
	Iteration 39Q: 3 clusters Score -506575.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -506575.750000 Penalty: 4155.111816
	Iteration 40F: 3 clusters Score -506575.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Entering Unmasked Estep 
Score: -3584365.250000 Penalty: 2543.646973
	Iteration 0F: 2 clusters Score -3584365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -3564783.750000 Penalty: 5087.293945
	Iteration 0F: 3 clusters Score -3564784 nChanged 12763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -3571707.000000 Penalty: 5087.293945
	Iteration 1F: 3 clusters Score -3571707 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -3572240.250000 Penalty: 5087.293945
	Iteration 2F: 3 clusters Score -3572240 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 15045 members 
Entering Unmasked Estep 
Score: -3572807.750000 Penalty: 5087.293945
	Iteration 3Q: 3 clusters Score -3572808 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -3573507.000000 Penalty: 5087.293945
	Iteration 4F: 3 clusters Score -3573507 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -3574344.250000 Penalty: 5087.293945
	Iteration 5F: 3 clusters Score -3574344 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -3575333.500000 Penalty: 5087.293945
	Iteration 6F: 3 clusters Score -3575334 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -3576430.500000 Penalty: 5087.293945
	Iteration 7F: 3 clusters Score -3576430 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -3577589.000000 Penalty: 5087.293945
	Iteration 8F: 3 clusters Score -3577589 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -3578577.500000 Penalty: 5087.293945
	Iteration 9F: 3 clusters Score -3578578 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -3579401.750000 Penalty: 5087.293945
	Iteration 10Q: 3 clusters Score -3579402 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -3580046.250000 Penalty: 5087.293945
	Iteration 11Q: 3 clusters Score -3580046 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -3580508.750000 Penalty: 5087.293945
	Iteration 12Q: 3 clusters Score -3580509 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -3580901.500000 Penalty: 5087.293945
	Iteration 13Q: 3 clusters Score -3580902 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -3581215.000000 Penalty: 5087.293945
	Iteration 14Q: 3 clusters Score -3581215 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -3581475.750000 Penalty: 5087.293945
	Iteration 15Q: 3 clusters Score -3581476 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -3581653.000000 Penalty: 5087.293945
	Iteration 16Q: 3 clusters Score -3581653 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -3581806.500000 Penalty: 5087.293945
	Iteration 17Q: 3 clusters Score -3581806 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -3581934.250000 Penalty: 5087.293945
	Iteration 18Q: 3 clusters Score -3581934 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -3582032.750000 Penalty: 5087.293945
	Iteration 19Q: 3 clusters Score -3582033 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -3582130.500000 Penalty: 5087.293945
	Iteration 20F: 3 clusters Score -3582130 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 26294 members 
Entering Unmasked Estep 
Score: -3582227.250000 Penalty: 5087.293945
	Iteration 21Q: 3 clusters Score -3582227 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -3582324.250000 Penalty: 5087.293945
	Iteration 22Q: 3 clusters Score -3582324 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -3582393.000000 Penalty: 5087.293945
	Iteration 23Q: 3 clusters Score -3582393 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -3582463.250000 Penalty: 5087.293945
	Iteration 24Q: 3 clusters Score -3582463 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -3582509.250000 Penalty: 5087.293945
	Iteration 25Q: 3 clusters Score -3582509 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -3582564.500000 Penalty: 5087.293945
	Iteration 26Q: 3 clusters Score -3582564 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -3582592.750000 Penalty: 5087.293945
	Iteration 27Q: 3 clusters Score -3582593 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -3582619.500000 Penalty: 5087.293945
	Iteration 28Q: 3 clusters Score -3582620 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 27157 members 
Entering Unmasked Estep 
Score: -3582632.750000 Penalty: 5087.293945
	Iteration 29Q: 3 clusters Score -3582633 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -3582651.500000 Penalty: 5087.293945
	Iteration 30Q: 3 clusters Score -3582652 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -3582669.500000 Penalty: 5087.293945
	Iteration 31Q: 3 clusters Score -3582670 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -3582682.250000 Penalty: 5087.293945
	Iteration 32Q: 3 clusters Score -3582682 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -3582705.500000 Penalty: 5087.293945
	Iteration 33Q: 3 clusters Score -3582706 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -3582713.750000 Penalty: 5087.293945
	Iteration 34Q: 3 clusters Score -3582714 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 27380 members 
Entering Unmasked Estep 
Score: -3582719.500000 Penalty: 5087.293945
	Iteration 35Q: 3 clusters Score -3582720 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -3582726.000000 Penalty: 5087.293945
	Iteration 36Q: 3 clusters Score -3582726 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -3582748.250000 Penalty: 5087.293945
	Iteration 37Q: 3 clusters Score -3582748 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -3582749.000000 Penalty: 5087.293945
	Iteration 38Q: 3 clusters Score -3582749 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 27463 members 
Entering Unmasked Estep 
Score: -3582750.500000 Penalty: 5087.293945
	Iteration 39Q: 3 clusters Score -3582750 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -3582762.250000 Penalty: 5087.293945
	Iteration 40F: 3 clusters Score -3582762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -3582766.250000 Penalty: 5087.293945
	Iteration 41Q: 3 clusters Score -3582766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
Score: -3582767.000000 Penalty: 5087.293945
	Iteration 42Q: 3 clusters Score -3582767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -3582770.500000 Penalty: 5087.293945
	Iteration 43Q: 3 clusters Score -3582770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -3582769.000000 Penalty: 5087.293945
	Iteration 44Q: 3 clusters Score -3582769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 27515 members 
Entering Unmasked Estep 
Score: -3582769.000000 Penalty: 5087.293945
	Iteration 45Q: 3 clusters Score -3582769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -3582772.000000 Penalty: 5087.293945
	Iteration 46Q: 3 clusters Score -3582772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -3582772.000000 Penalty: 5087.293945
	Iteration 47F: 3 clusters Score -3582772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Entering Unmasked Estep 
Score: -2441336.000000 Penalty: 2446.895020
	Iteration 0F: 2 clusters Score -2441336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -2427670.750000 Penalty: 4893.790039
	Iteration 0F: 3 clusters Score -2427671 nChanged 8470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -2432311.000000 Penalty: 4893.790039
	Iteration 1F: 3 clusters Score -2432311 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -2432771.750000 Penalty: 4893.790039
	Iteration 2F: 3 clusters Score -2432772 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -2433164.000000 Penalty: 4893.790039
	Iteration 3Q: 3 clusters Score -2433164 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -2433508.750000 Penalty: 4893.790039
	Iteration 4Q: 3 clusters Score -2433509 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -2433863.750000 Penalty: 4893.790039
	Iteration 5Q: 3 clusters Score -2433864 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2434250.750000 Penalty: 4893.790039
	Iteration 6Q: 3 clusters Score -2434251 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -2434609.750000 Penalty: 4893.790039
	Iteration 7Q: 3 clusters Score -2434610 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -2435020.250000 Penalty: 4893.790039
	Iteration 8Q: 3 clusters Score -2435020 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -2435478.250000 Penalty: 4893.790039
	Iteration 9Q: 3 clusters Score -2435478 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -2436022.500000 Penalty: 4893.790039
	Iteration 10Q: 3 clusters Score -2436022 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2436537.750000 Penalty: 4893.790039
	Iteration 11Q: 3 clusters Score -2436538 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -2436962.000000 Penalty: 4893.790039
	Iteration 12Q: 3 clusters Score -2436962 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -2437232.250000 Penalty: 4893.790039
	Iteration 13Q: 3 clusters Score -2437232 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -2437376.500000 Penalty: 4893.790039
	Iteration 14Q: 3 clusters Score -2437376 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -2437510.750000 Penalty: 4893.790039
	Iteration 15Q: 3 clusters Score -2437511 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -2437606.750000 Penalty: 4893.790039
	Iteration 16Q: 3 clusters Score -2437607 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -2437707.250000 Penalty: 4893.790039
	Iteration 17Q: 3 clusters Score -2437707 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -2437774.750000 Penalty: 4893.790039
	Iteration 18Q: 3 clusters Score -2437775 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -2437856.000000 Penalty: 4893.790039
	Iteration 19Q: 3 clusters Score -2437856 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -2437918.000000 Penalty: 4893.790039
	Iteration 20F: 3 clusters Score -2437918 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -2437965.750000 Penalty: 4893.790039
	Iteration 21Q: 3 clusters Score -2437966 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -2438009.500000 Penalty: 4893.790039
	Iteration 22Q: 3 clusters Score -2438010 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -2438044.500000 Penalty: 4893.790039
	Iteration 23Q: 3 clusters Score -2438044 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -2438095.250000 Penalty: 4893.790039
	Iteration 24Q: 3 clusters Score -2438095 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -2438125.500000 Penalty: 4893.790039
	Iteration 25Q: 3 clusters Score -2438126 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -2438155.500000 Penalty: 4893.790039
	Iteration 26Q: 3 clusters Score -2438156 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -2438185.750000 Penalty: 4893.790039
	Iteration 27Q: 3 clusters Score -2438186 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -2438202.000000 Penalty: 4893.790039
	Iteration 28Q: 3 clusters Score -2438202 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -2438227.000000 Penalty: 4893.790039
	Iteration 29Q: 3 clusters Score -2438227 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -2438251.000000 Penalty: 4893.790039
	Iteration 30Q: 3 clusters Score -2438251 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -2438266.500000 Penalty: 4893.790039
	Iteration 31Q: 3 clusters Score -2438266 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -2438281.500000 Penalty: 4893.790039
	Iteration 32Q: 3 clusters Score -2438282 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -2438292.750000 Penalty: 4893.790039
	Iteration 33Q: 3 clusters Score -2438293 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -2438302.750000 Penalty: 4893.790039
	Iteration 34Q: 3 clusters Score -2438303 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -2438320.250000 Penalty: 4893.790039
	Iteration 35Q: 3 clusters Score -2438320 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -2438327.000000 Penalty: 4893.790039
	Iteration 36Q: 3 clusters Score -2438327 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -2438341.250000 Penalty: 4893.790039
	Iteration 37Q: 3 clusters Score -2438341 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -2438353.000000 Penalty: 4893.790039
	Iteration 38Q: 3 clusters Score -2438353 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -2438370.500000 Penalty: 4893.790039
	Iteration 39Q: 3 clusters Score -2438370 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -2438384.750000 Penalty: 4893.790039
	Iteration 40F: 3 clusters Score -2438385 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -2438405.500000 Penalty: 4893.790039
	Iteration 41Q: 3 clusters Score -2438406 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -2438429.000000 Penalty: 4893.790039
	Iteration 42Q: 3 clusters Score -2438429 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -2438437.000000 Penalty: 4893.790039
	Iteration 43Q: 3 clusters Score -2438437 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -2438470.750000 Penalty: 4893.790039
	Iteration 44Q: 3 clusters Score -2438471 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -2438480.000000 Penalty: 4893.790039
	Iteration 45Q: 3 clusters Score -2438480 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -2438494.250000 Penalty: 4893.790039
	Iteration 46Q: 3 clusters Score -2438494 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -2438520.500000 Penalty: 4893.790039
	Iteration 47Q: 3 clusters Score -2438520 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -2438532.750000 Penalty: 4893.790039
	Iteration 48Q: 3 clusters Score -2438533 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -2438559.000000 Penalty: 4893.790039
	Iteration 49Q: 3 clusters Score -2438559 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -2438565.500000 Penalty: 4893.790039
	Iteration 50Q: 3 clusters Score -2438566 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -2438592.500000 Penalty: 4893.790039
	Iteration 51Q: 3 clusters Score -2438592 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -2438617.250000 Penalty: 4893.790039
	Iteration 52Q: 3 clusters Score -2438617 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -2438643.000000 Penalty: 4893.790039
	Iteration 53Q: 3 clusters Score -2438643 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15577 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -2438673.250000 Penalty: 4893.790039
	Iteration 54Q: 3 clusters Score -2438673 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -2438703.250000 Penalty: 4893.790039
	Iteration 55Q: 3 clusters Score -2438703 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -2438710.250000 Penalty: 4893.790039
	Iteration 56Q: 3 clusters Score -2438710 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -2438731.250000 Penalty: 4893.790039
	Iteration 57Q: 3 clusters Score -2438731 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -2438749.750000 Penalty: 4893.790039
	Iteration 58Q: 3 clusters Score -2438750 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -2438780.500000 Penalty: 4893.790039
	Iteration 59Q: 3 clusters Score -2438780 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -2438799.250000 Penalty: 4893.790039
	Iteration 60F: 3 clusters Score -2438799 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -2438820.750000 Penalty: 4893.790039
	Iteration 61Q: 3 clusters Score -2438821 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -2438834.750000 Penalty: 4893.790039
	Iteration 62Q: 3 clusters Score -2438835 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16296 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -2438859.250000 Penalty: 4893.790039
	Iteration 63Q: 3 clusters Score -2438859 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2438877.250000 Penalty: 4893.790039
	Iteration 64Q: 3 clusters Score -2438877 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2438893.500000 Penalty: 4893.790039
	Iteration 65Q: 3 clusters Score -2438894 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -2438911.000000 Penalty: 4893.790039
	Iteration 66Q: 3 clusters Score -2438911 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2438925.000000 Penalty: 4893.790039
	Iteration 67Q: 3 clusters Score -2438925 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2438947.000000 Penalty: 4893.790039
	Iteration 68Q: 3 clusters Score -2438947 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2438953.500000 Penalty: 4893.790039
	Iteration 69Q: 3 clusters Score -2438954 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2438959.250000 Penalty: 4893.790039
	Iteration 70Q: 3 clusters Score -2438959 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2438969.250000 Penalty: 4893.790039
	Iteration 71Q: 3 clusters Score -2438969 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -2438985.750000 Penalty: 4893.790039
	Iteration 72Q: 3 clusters Score -2438986 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2438992.500000 Penalty: 4893.790039
	Iteration 73Q: 3 clusters Score -2438992 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2439013.500000 Penalty: 4893.790039
	Iteration 74Q: 3 clusters Score -2439014 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16922 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -2439023.750000 Penalty: 4893.790039
	Iteration 75Q: 3 clusters Score -2439024 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2439029.750000 Penalty: 4893.790039
	Iteration 76Q: 3 clusters Score -2439030 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2439046.750000 Penalty: 4893.790039
	Iteration 77Q: 3 clusters Score -2439047 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2439053.750000 Penalty: 4893.790039
	Iteration 78Q: 3 clusters Score -2439054 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2439060.000000 Penalty: 4893.790039
	Iteration 79Q: 3 clusters Score -2439060 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2439073.000000 Penalty: 4893.790039
	Iteration 80F: 3 clusters Score -2439073 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2439089.500000 Penalty: 4893.790039
	Iteration 81Q: 3 clusters Score -2439090 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2439094.250000 Penalty: 4893.790039
	Iteration 82Q: 3 clusters Score -2439094 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2439109.750000 Penalty: 4893.790039
	Iteration 83Q: 3 clusters Score -2439110 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -2439105.750000 Penalty: 4893.790039
	Iteration 84Q: 3 clusters Score -2439106 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -2439109.000000 Penalty: 4893.790039
	Iteration 85Q: 3 clusters Score -2439109 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2439116.000000 Penalty: 4893.790039
	Iteration 86Q: 3 clusters Score -2439116 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2439126.250000 Penalty: 4893.790039
	Iteration 87Q: 3 clusters Score -2439126 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2439129.250000 Penalty: 4893.790039
	Iteration 88Q: 3 clusters Score -2439129 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2439131.750000 Penalty: 4893.790039
	Iteration 89Q: 3 clusters Score -2439132 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2439142.500000 Penalty: 4893.790039
	Iteration 90Q: 3 clusters Score -2439142 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2439147.750000 Penalty: 4893.790039
	Iteration 91Q: 3 clusters Score -2439148 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2439150.250000 Penalty: 4893.790039
	Iteration 92Q: 3 clusters Score -2439150 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2439168.250000 Penalty: 4893.790039
	Iteration 93Q: 3 clusters Score -2439168 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2439174.250000 Penalty: 4893.790039
	Iteration 94Q: 3 clusters Score -2439174 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2439184.250000 Penalty: 4893.790039
	Iteration 95Q: 3 clusters Score -2439184 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2439190.750000 Penalty: 4893.790039
	Iteration 96Q: 3 clusters Score -2439191 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2439211.000000 Penalty: 4893.790039
	Iteration 97Q: 3 clusters Score -2439211 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -2439232.000000 Penalty: 4893.790039
	Iteration 98Q: 3 clusters Score -2439232 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2439239.000000 Penalty: 4893.790039
	Iteration 99Q: 3 clusters Score -2439239 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -2439256.000000 Penalty: 4893.790039
	Iteration 100F: 3 clusters Score -2439256 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -2439262.500000 Penalty: 4893.790039
	Iteration 101Q: 3 clusters Score -2439262 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17789 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2439271.000000 Penalty: 4893.790039
	Iteration 102Q: 3 clusters Score -2439271 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2439276.250000 Penalty: 4893.790039
	Iteration 103Q: 3 clusters Score -2439276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2439277.750000 Penalty: 4893.790039
	Iteration 104Q: 3 clusters Score -2439278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2439284.250000 Penalty: 4893.790039
	Iteration 105Q: 3 clusters Score -2439284 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2439292.000000 Penalty: 4893.790039
	Iteration 106Q: 3 clusters Score -2439292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2439297.000000 Penalty: 4893.790039
	Iteration 107Q: 3 clusters Score -2439297 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2439304.000000 Penalty: 4893.790039
	Iteration 108Q: 3 clusters Score -2439304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2439308.000000 Penalty: 4893.790039
	Iteration 109Q: 3 clusters Score -2439308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2439301.500000 Penalty: 4893.790039
	Iteration 110Q: 3 clusters Score -2439302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2439304.250000 Penalty: 4893.790039
	Iteration 111Q: 3 clusters Score -2439304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -2439307.500000 Penalty: 4893.790039
	Iteration 112Q: 3 clusters Score -2439308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2439310.250000 Penalty: 4893.790039
	Iteration 113Q: 3 clusters Score -2439310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2439316.500000 Penalty: 4893.790039
	Iteration 114Q: 3 clusters Score -2439316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2439322.000000 Penalty: 4893.790039
	Iteration 115Q: 3 clusters Score -2439322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2439326.250000 Penalty: 4893.790039
	Iteration 116Q: 3 clusters Score -2439326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2439327.750000 Penalty: 4893.790039
	Iteration 117Q: 3 clusters Score -2439328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2439322.750000 Penalty: 4893.790039
	Iteration 118Q: 3 clusters Score -2439323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2439324.250000 Penalty: 4893.790039
	Iteration 119Q: 3 clusters Score -2439324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2439324.250000 Penalty: 4893.790039
	Iteration 120F: 3 clusters Score -2439324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -234417.078125 Penalty: 1901.571167
	Iteration 0F: 2 clusters Score -234417.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -231824.296875 Penalty: 3803.142334
	Iteration 0F: 3 clusters Score -231824.3 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -232688.156250 Penalty: 3803.142334
	Iteration 1F: 3 clusters Score -232688.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -233275.250000 Penalty: 3803.142334
	Iteration 2F: 3 clusters Score -233275.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -233679.078125 Penalty: 3803.142334
	Iteration 3F: 3 clusters Score -233679.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -233943.359375 Penalty: 3803.142334
	Iteration 4F: 3 clusters Score -233943.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -234113.687500 Penalty: 3803.142334
	Iteration 5F: 3 clusters Score -234113.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -234226.328125 Penalty: 3803.142334
	Iteration 6Q: 3 clusters Score -234226.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -234290.593750 Penalty: 3803.142334
	Iteration 7Q: 3 clusters Score -234290.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -234351.984375 Penalty: 3803.142334
	Iteration 8Q: 3 clusters Score -234352 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -234386.562500 Penalty: 3803.142334
	Iteration 9Q: 3 clusters Score -234386.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -234405.062500 Penalty: 3803.142334
	Iteration 10Q: 3 clusters Score -234405.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -234413.375000 Penalty: 3803.142334
	Iteration 11Q: 3 clusters Score -234413.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -234422.718750 Penalty: 3803.142334
	Iteration 12Q: 3 clusters Score -234422.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -234424.687500 Penalty: 3803.142334
	Iteration 13Q: 3 clusters Score -234424.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -234425.218750 Penalty: 3803.142334
	Iteration 14Q: 3 clusters Score -234425.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -234425.406250 Penalty: 3803.142334
	Iteration 15Q: 3 clusters Score -234425.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -234426.843750 Penalty: 3803.142334
	Iteration 16F: 3 clusters Score -234426.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -234436.343750 Penalty: 3803.142334
	Iteration 17Q: 3 clusters Score -234436.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -234443.671875 Penalty: 3803.142334
	Iteration 18Q: 3 clusters Score -234443.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -234452.062500 Penalty: 3803.142334
	Iteration 19Q: 3 clusters Score -234452.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -234455.343750 Penalty: 3803.142334
	Iteration 20F: 3 clusters Score -234455.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -234460.687500 Penalty: 3803.142334
	Iteration 21Q: 3 clusters Score -234460.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -234464.187500 Penalty: 3803.142334
	Iteration 22Q: 3 clusters Score -234464.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -234466.968750 Penalty: 3803.142334
	Iteration 23Q: 3 clusters Score -234467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -234467.781250 Penalty: 3803.142334
	Iteration 24Q: 3 clusters Score -234467.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -234467.781250 Penalty: 3803.142334
	Iteration 25F: 3 clusters Score -234467.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55071 members 
Mstep: Class 2 contains 5557 members 
Mstep: Class 3 contains 31179 members 
Mstep: Class 4 contains 57263 members 
Mstep: Class 5 contains 4694 members 
Mstep: Class 6 contains 22023 members 
Mstep: Class 7 contains 12444 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15648 members 
Mstep: Class 12 contains 44119 members 
Mstep: Class 13 contains 255185 members 
Mstep: Class 14 contains 95831 members 
Mstep: Class 15 contains 185722 members 
Mstep: Class 16 contains 3006 members 
Mstep: Class 17 contains 4347 members 
Mstep: Class 18 contains 28471 members 
Mstep: Class 19 contains 19274 members 
Mstep: Class 20 contains 308 members 
Mstep: Class 21 contains 6862 members 
Mstep: Class 22 contains 1038 members 
Mstep: Class 23 contains 1830 members 
Entering Unmasked Estep 
Score: -104775216.000000 Penalty: 77926.218750
Splitting cluster 20 changes total score from -104776728.000000 to -104775216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (6862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Entering Unmasked Estep 
Score: -869678.187500 Penalty: 2190.771240
	Iteration 0F: 2 clusters Score -869678.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -863991.125000 Penalty: 4381.542480
	Iteration 0F: 3 clusters Score -863991.1 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -865492.687500 Penalty: 4381.542480
	Iteration 1F: 3 clusters Score -865492.7 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -865717.625000 Penalty: 4381.542480
	Iteration 2F: 3 clusters Score -865717.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -865857.375000 Penalty: 4381.542480
	Iteration 3Q: 3 clusters Score -865857.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -865959.625000 Penalty: 4381.542480
	Iteration 4Q: 3 clusters Score -865959.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -866057.375000 Penalty: 4381.542480
	Iteration 5Q: 3 clusters Score -866057.4 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -866144.250000 Penalty: 4381.542480
	Iteration 6Q: 3 clusters Score -866144.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -866203.812500 Penalty: 4381.542480
	Iteration 7Q: 3 clusters Score -866203.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -866254.187500 Penalty: 4381.542480
	Iteration 8Q: 3 clusters Score -866254.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -866302.875000 Penalty: 4381.542480
	Iteration 9Q: 3 clusters Score -866302.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -866351.062500 Penalty: 4381.542480
	Iteration 10Q: 3 clusters Score -866351.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -866396.312500 Penalty: 4381.542480
	Iteration 11Q: 3 clusters Score -866396.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -866449.750000 Penalty: 4381.542480
	Iteration 12Q: 3 clusters Score -866449.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -866500.000000 Penalty: 4381.542480
	Iteration 13Q: 3 clusters Score -866500 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -866551.375000 Penalty: 4381.542480
	Iteration 14Q: 3 clusters Score -866551.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -866604.500000 Penalty: 4381.542480
	Iteration 15Q: 3 clusters Score -866604.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -866651.875000 Penalty: 4381.542480
	Iteration 16Q: 3 clusters Score -866651.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -866702.125000 Penalty: 4381.542480
	Iteration 17Q: 3 clusters Score -866702.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -866753.312500 Penalty: 4381.542480
	Iteration 18Q: 3 clusters Score -866753.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -866798.937500 Penalty: 4381.542480
	Iteration 19Q: 3 clusters Score -866798.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -866837.937500 Penalty: 4381.542480
	Iteration 20F: 3 clusters Score -866837.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -866871.875000 Penalty: 4381.542480
	Iteration 21Q: 3 clusters Score -866871.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -866907.125000 Penalty: 4381.542480
	Iteration 22Q: 3 clusters Score -866907.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -866949.812500 Penalty: 4381.542480
	Iteration 23Q: 3 clusters Score -866949.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -866975.312500 Penalty: 4381.542480
	Iteration 24Q: 3 clusters Score -866975.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -867010.687500 Penalty: 4381.542480
	Iteration 25Q: 3 clusters Score -867010.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -867050.625000 Penalty: 4381.542480
	Iteration 26Q: 3 clusters Score -867050.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -867087.000000 Penalty: 4381.542480
	Iteration 27Q: 3 clusters Score -867087 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -867117.500000 Penalty: 4381.542480
	Iteration 28Q: 3 clusters Score -867117.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -867145.625000 Penalty: 4381.542480
	Iteration 29Q: 3 clusters Score -867145.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -867176.125000 Penalty: 4381.542480
	Iteration 30Q: 3 clusters Score -867176.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -867208.375000 Penalty: 4381.542480
	Iteration 31Q: 3 clusters Score -867208.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -867232.375000 Penalty: 4381.542480
	Iteration 32Q: 3 clusters Score -867232.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -867249.562500 Penalty: 4381.542480
	Iteration 33Q: 3 clusters Score -867249.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -867263.437500 Penalty: 4381.542480
	Iteration 34Q: 3 clusters Score -867263.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -867277.125000 Penalty: 4381.542480
	Iteration 35Q: 3 clusters Score -867277.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -867296.500000 Penalty: 4381.542480
	Iteration 36Q: 3 clusters Score -867296.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -867315.187500 Penalty: 4381.542480
	Iteration 37Q: 3 clusters Score -867315.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -867331.375000 Penalty: 4381.542480
	Iteration 38Q: 3 clusters Score -867331.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -867349.687500 Penalty: 4381.542480
	Iteration 39Q: 3 clusters Score -867349.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -867362.875000 Penalty: 4381.542480
	Iteration 40F: 3 clusters Score -867362.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -867369.687500 Penalty: 4381.542480
	Iteration 41Q: 3 clusters Score -867369.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -867381.000000 Penalty: 4381.542480
	Iteration 42Q: 3 clusters Score -867381 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -867393.500000 Penalty: 4381.542480
	Iteration 43Q: 3 clusters Score -867393.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -867406.000000 Penalty: 4381.542480
	Iteration 44Q: 3 clusters Score -867406 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -867416.687500 Penalty: 4381.542480
	Iteration 45Q: 3 clusters Score -867416.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -867428.062500 Penalty: 4381.542480
	Iteration 46Q: 3 clusters Score -867428.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -867434.312500 Penalty: 4381.542480
	Iteration 47Q: 3 clusters Score -867434.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -867436.062500 Penalty: 4381.542480
	Iteration 48Q: 3 clusters Score -867436.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -867438.125000 Penalty: 4381.542480
	Iteration 49Q: 3 clusters Score -867438.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -867439.625000 Penalty: 4381.542480
	Iteration 50Q: 3 clusters Score -867439.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -867442.062500 Penalty: 4381.542480
	Iteration 51Q: 3 clusters Score -867442.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -867447.625000 Penalty: 4381.542480
	Iteration 52Q: 3 clusters Score -867447.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -867453.125000 Penalty: 4381.542480
	Iteration 53Q: 3 clusters Score -867453.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -867461.000000 Penalty: 4381.542480
	Iteration 54Q: 3 clusters Score -867461 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -867473.875000 Penalty: 4381.542480
	Iteration 55Q: 3 clusters Score -867473.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -867478.875000 Penalty: 4381.542480
	Iteration 56Q: 3 clusters Score -867478.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -867487.187500 Penalty: 4381.542480
	Iteration 57Q: 3 clusters Score -867487.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -867497.562500 Penalty: 4381.542480
	Iteration 58Q: 3 clusters Score -867497.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -867504.437500 Penalty: 4381.542480
	Iteration 59Q: 3 clusters Score -867504.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -867511.937500 Penalty: 4381.542480
	Iteration 60F: 3 clusters Score -867511.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -867521.062500 Penalty: 4381.542480
	Iteration 61Q: 3 clusters Score -867521.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -867528.687500 Penalty: 4381.542480
	Iteration 62Q: 3 clusters Score -867528.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -867541.937500 Penalty: 4381.542480
	Iteration 63Q: 3 clusters Score -867541.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -867549.312500 Penalty: 4381.542480
	Iteration 64Q: 3 clusters Score -867549.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -867552.937500 Penalty: 4381.542480
	Iteration 65Q: 3 clusters Score -867552.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -867557.187500 Penalty: 4381.542480
	Iteration 66Q: 3 clusters Score -867557.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -867559.125000 Penalty: 4381.542480
	Iteration 67Q: 3 clusters Score -867559.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -867559.750000 Penalty: 4381.542480
	Iteration 68Q: 3 clusters Score -867559.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -867562.812500 Penalty: 4381.542480
	Iteration 69Q: 3 clusters Score -867562.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -867563.875000 Penalty: 4381.542480
	Iteration 70Q: 3 clusters Score -867563.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -867566.937500 Penalty: 4381.542480
	Iteration 71Q: 3 clusters Score -867566.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -867569.875000 Penalty: 4381.542480
	Iteration 72Q: 3 clusters Score -867569.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -867577.375000 Penalty: 4381.542480
	Iteration 73Q: 3 clusters Score -867577.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -867581.937500 Penalty: 4381.542480
	Iteration 74Q: 3 clusters Score -867581.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -867586.750000 Penalty: 4381.542480
	Iteration 75Q: 3 clusters Score -867586.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -867589.000000 Penalty: 4381.542480
	Iteration 76Q: 3 clusters Score -867589 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -867590.750000 Penalty: 4381.542480
	Iteration 77Q: 3 clusters Score -867590.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -867593.812500 Penalty: 4381.542480
	Iteration 78Q: 3 clusters Score -867593.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -867595.187500 Penalty: 4381.542480
	Iteration 79Q: 3 clusters Score -867595.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -867599.562500 Penalty: 4381.542480
	Iteration 80F: 3 clusters Score -867599.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -867601.937500 Penalty: 4381.542480
	Iteration 81Q: 3 clusters Score -867601.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -867607.812500 Penalty: 4381.542480
	Iteration 82Q: 3 clusters Score -867607.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -867610.812500 Penalty: 4381.542480
	Iteration 83Q: 3 clusters Score -867610.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -867613.437500 Penalty: 4381.542480
	Iteration 84Q: 3 clusters Score -867613.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -867615.187500 Penalty: 4381.542480
	Iteration 85Q: 3 clusters Score -867615.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -867616.125000 Penalty: 4381.542480
	Iteration 86Q: 3 clusters Score -867616.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -867618.125000 Penalty: 4381.542480
	Iteration 87Q: 3 clusters Score -867618.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -867621.062500 Penalty: 4381.542480
	Iteration 88Q: 3 clusters Score -867621.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -867623.812500 Penalty: 4381.542480
	Iteration 89Q: 3 clusters Score -867623.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -867627.062500 Penalty: 4381.542480
	Iteration 90Q: 3 clusters Score -867627.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -867628.687500 Penalty: 4381.542480
	Iteration 91Q: 3 clusters Score -867628.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -867628.687500 Penalty: 4381.542480
	Iteration 92Q: 3 clusters Score -867628.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -867632.750000 Penalty: 4381.542480
	Iteration 93Q: 3 clusters Score -867632.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -867632.750000 Penalty: 4381.542480
	Iteration 94F: 3 clusters Score -867632.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Entering Unmasked Estep 
Score: -121662.609375 Penalty: 1722.372681
	Iteration 0F: 2 clusters Score -121662.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -119689.460938 Penalty: 3444.745361
	Iteration 0F: 3 clusters Score -119689.5 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -120015.054688 Penalty: 3444.745361
	Iteration 1F: 3 clusters Score -120015.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -120168.726562 Penalty: 3444.745361
	Iteration 2F: 3 clusters Score -120168.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -120277.492188 Penalty: 3444.745361
	Iteration 3F: 3 clusters Score -120277.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -120354.710938 Penalty: 3444.745361
	Iteration 4Q: 3 clusters Score -120354.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -120466.195312 Penalty: 3444.745361
	Iteration 5Q: 3 clusters Score -120466.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -120583.976562 Penalty: 3444.745361
	Iteration 6Q: 3 clusters Score -120584 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -120670.554688 Penalty: 3444.745361
	Iteration 7Q: 3 clusters Score -120670.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -120772.398438 Penalty: 3444.745361
	Iteration 8Q: 3 clusters Score -120772.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -120815.914062 Penalty: 3444.745361
	Iteration 9Q: 3 clusters Score -120815.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -120851.000000 Penalty: 3444.745361
	Iteration 10Q: 3 clusters Score -120851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -120870.656250 Penalty: 3444.745361
	Iteration 11Q: 3 clusters Score -120870.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -120880.632812 Penalty: 3444.745361
	Iteration 12Q: 3 clusters Score -120880.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -120890.492188 Penalty: 3444.745361
	Iteration 13Q: 3 clusters Score -120890.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -120903.789062 Penalty: 3444.745361
	Iteration 14Q: 3 clusters Score -120903.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -120913.046875 Penalty: 3444.745361
	Iteration 15Q: 3 clusters Score -120913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -120922.750000 Penalty: 3444.745361
	Iteration 16Q: 3 clusters Score -120922.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -120929.750000 Penalty: 3444.745361
	Iteration 17Q: 3 clusters Score -120929.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -120937.304688 Penalty: 3444.745361
	Iteration 18Q: 3 clusters Score -120937.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -120943.218750 Penalty: 3444.745361
	Iteration 19Q: 3 clusters Score -120943.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -120944.812500 Penalty: 3444.745361
	Iteration 20F: 3 clusters Score -120944.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -120945.625000 Penalty: 3444.745361
	Iteration 21Q: 3 clusters Score -120945.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -120945.625000 Penalty: 3444.745361
	Iteration 22F: 3 clusters Score -120945.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55071 members 
Mstep: Class 2 contains 5557 members 
Mstep: Class 3 contains 31179 members 
Mstep: Class 4 contains 57263 members 
Mstep: Class 5 contains 4694 members 
Mstep: Class 6 contains 22023 members 
Mstep: Class 7 contains 12444 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15648 members 
Mstep: Class 12 contains 44119 members 
Mstep: Class 13 contains 255185 members 
Mstep: Class 14 contains 95831 members 
Mstep: Class 15 contains 185722 members 
Mstep: Class 16 contains 3006 members 
Mstep: Class 17 contains 4347 members 
Mstep: Class 18 contains 28471 members 
Mstep: Class 19 contains 19274 members 
Mstep: Class 20 contains 2138 members 
Mstep: Class 21 contains 6862 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776688.000000 Penalty: 74538.125000
Iteration 319Q: 23 clusters Score -1.047767e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55070 members 
Mstep: Class 2 contains 5558 members 
Mstep: Class 3 contains 31175 members 
Mstep: Class 4 contains 57264 members 
Mstep: Class 5 contains 4694 members 
Mstep: Class 6 contains 22023 members 
Mstep: Class 7 contains 12445 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15649 members 
Mstep: Class 12 contains 44118 members 
Mstep: Class 13 contains 255227 members 
Mstep: Class 14 contains 95814 members 
Mstep: Class 15 contains 185703 members 
Mstep: Class 16 contains 3006 members 
Mstep: Class 17 contains 4347 members 
Mstep: Class 18 contains 28468 members 
Mstep: Class 19 contains 19273 members 
Mstep: Class 20 contains 2138 members 
Mstep: Class 21 contains 6862 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776832.000000 Penalty: 74538.125000
Iteration 320F: 23 clusters Score -1.047768e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55073 members 
Mstep: Class 2 contains 5557 members 
Mstep: Class 3 contains 31173 members 
Mstep: Class 4 contains 57265 members 
Mstep: Class 5 contains 4694 members 
Mstep: Class 6 contains 22020 members 
Mstep: Class 7 contains 12445 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15649 members 
Mstep: Class 12 contains 44121 members 
Mstep: Class 13 contains 255267 members 
Mstep: Class 14 contains 95796 members 
Mstep: Class 15 contains 185677 members 
Mstep: Class 16 contains 3006 members 
Mstep: Class 17 contains 4347 members 
Mstep: Class 18 contains 28468 members 
Mstep: Class 19 contains 19275 members 
Mstep: Class 20 contains 2138 members 
Mstep: Class 21 contains 6863 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776768.000000 Penalty: 74538.125000
Iteration 321Q: 23 clusters Score -1.047768e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55075 members 
Mstep: Class 2 contains 5557 members 
Mstep: Class 3 contains 31169 members 
Mstep: Class 4 contains 57262 members 
Mstep: Class 5 contains 4694 members 
Mstep: Class 6 contains 22018 members 
Mstep: Class 7 contains 12445 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15649 members 
Mstep: Class 12 contains 44123 members 
Mstep: Class 13 contains 255314 members 
Mstep: Class 14 contains 95788 members 
Mstep: Class 15 contains 185649 members 
Mstep: Class 16 contains 3006 members 
Mstep: Class 17 contains 4347 members 
Mstep: Class 18 contains 28464 members 
Mstep: Class 19 contains 19272 members 
Mstep: Class 20 contains 2138 members 
Mstep: Class 21 contains 6864 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776704.000000 Penalty: 74538.125000
Iteration 322Q: 23 clusters Score -1.047767e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55076 members 
Mstep: Class 2 contains 5557 members 
Mstep: Class 3 contains 31164 members 
Mstep: Class 4 contains 57260 members 
Mstep: Class 5 contains 4695 members 
Mstep: Class 6 contains 22017 members 
Mstep: Class 7 contains 12445 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15649 members 
Mstep: Class 12 contains 44124 members 
Mstep: Class 13 contains 255356 members 
Mstep: Class 14 contains 95781 members 
Mstep: Class 15 contains 185625 members 
Mstep: Class 16 contains 3006 members 
Mstep: Class 17 contains 4347 members 
Mstep: Class 18 contains 28458 members 
Mstep: Class 19 contains 19272 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6865 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776744.000000 Penalty: 74538.125000
Iteration 323Q: 23 clusters Score -1.047767e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55075 members 
Mstep: Class 2 contains 5557 members 
Mstep: Class 3 contains 31159 members 
Mstep: Class 4 contains 57258 members 
Mstep: Class 5 contains 4696 members 
Mstep: Class 6 contains 22017 members 
Mstep: Class 7 contains 12445 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15649 members 
Mstep: Class 12 contains 44121 members 
Mstep: Class 13 contains 255399 members 
Mstep: Class 14 contains 95774 members 
Mstep: Class 15 contains 185600 members 
Mstep: Class 16 contains 3006 members 
Mstep: Class 17 contains 4347 members 
Mstep: Class 18 contains 28455 members 
Mstep: Class 19 contains 19273 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6866 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776704.000000 Penalty: 74538.125000
Iteration 324Q: 23 clusters Score -1.047767e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55074 members 
Mstep: Class 2 contains 5557 members 
Mstep: Class 3 contains 31151 members 
Mstep: Class 4 contains 57258 members 
Mstep: Class 5 contains 4699 members 
Mstep: Class 6 contains 22015 members 
Mstep: Class 7 contains 12445 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15648 members 
Mstep: Class 12 contains 44120 members 
Mstep: Class 13 contains 255435 members 
Mstep: Class 14 contains 95767 members 
Mstep: Class 15 contains 185577 members 
Mstep: Class 16 contains 3007 members 
Mstep: Class 17 contains 4350 members 
Mstep: Class 18 contains 28456 members 
Mstep: Class 19 contains 19271 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6867 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776792.000000 Penalty: 74538.125000
Iteration 325Q: 23 clusters Score -1.047768e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55078 members 
Mstep: Class 2 contains 5557 members 
Mstep: Class 3 contains 31145 members 
Mstep: Class 4 contains 57258 members 
Mstep: Class 5 contains 4697 members 
Mstep: Class 6 contains 22016 members 
Mstep: Class 7 contains 12444 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15649 members 
Mstep: Class 12 contains 44119 members 
Mstep: Class 13 contains 255469 members 
Mstep: Class 14 contains 95760 members 
Mstep: Class 15 contains 185557 members 
Mstep: Class 16 contains 3005 members 
Mstep: Class 17 contains 4349 members 
Mstep: Class 18 contains 28450 members 
Mstep: Class 19 contains 19277 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6867 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776864.000000 Penalty: 74538.125000
Iteration 326Q: 23 clusters Score -1.047769e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55076 members 
Mstep: Class 2 contains 5557 members 
Mstep: Class 3 contains 31142 members 
Mstep: Class 4 contains 57264 members 
Mstep: Class 5 contains 4699 members 
Mstep: Class 6 contains 22014 members 
Mstep: Class 7 contains 12442 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15648 members 
Mstep: Class 12 contains 44119 members 
Mstep: Class 13 contains 255499 members 
Mstep: Class 14 contains 95753 members 
Mstep: Class 15 contains 185539 members 
Mstep: Class 16 contains 3002 members 
Mstep: Class 17 contains 4348 members 
Mstep: Class 18 contains 28451 members 
Mstep: Class 19 contains 19277 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6867 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776784.000000 Penalty: 74538.125000
Iteration 327Q: 23 clusters Score -1.047768e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55074 members 
Mstep: Class 2 contains 5557 members 
Mstep: Class 3 contains 31138 members 
Mstep: Class 4 contains 57271 members 
Mstep: Class 5 contains 4699 members 
Mstep: Class 6 contains 22013 members 
Mstep: Class 7 contains 12440 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15647 members 
Mstep: Class 12 contains 44116 members 
Mstep: Class 13 contains 255517 members 
Mstep: Class 14 contains 95751 members 
Mstep: Class 15 contains 185525 members 
Mstep: Class 16 contains 3001 members 
Mstep: Class 17 contains 4347 members 
Mstep: Class 18 contains 28455 members 
Mstep: Class 19 contains 19279 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6867 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776744.000000 Penalty: 74538.125000
Iteration 328Q: 23 clusters Score -1.047767e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55075 members 
Mstep: Class 2 contains 5557 members 
Mstep: Class 3 contains 31134 members 
Mstep: Class 4 contains 57273 members 
Mstep: Class 5 contains 4700 members 
Mstep: Class 6 contains 22013 members 
Mstep: Class 7 contains 12442 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15649 members 
Mstep: Class 12 contains 44112 members 
Mstep: Class 13 contains 255528 members 
Mstep: Class 14 contains 95744 members 
Mstep: Class 15 contains 185525 members 
Mstep: Class 16 contains 3001 members 
Mstep: Class 17 contains 4347 members 
Mstep: Class 18 contains 28455 members 
Mstep: Class 19 contains 19275 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6867 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776792.000000 Penalty: 74538.125000
Iteration 329Q: 23 clusters Score -1.047768e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55075 members 
Mstep: Class 2 contains 5557 members 
Mstep: Class 3 contains 31127 members 
Mstep: Class 4 contains 57275 members 
Mstep: Class 5 contains 4701 members 
Mstep: Class 6 contains 22013 members 
Mstep: Class 7 contains 12444 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15647 members 
Mstep: Class 12 contains 44110 members 
Mstep: Class 13 contains 255541 members 
Mstep: Class 14 contains 95734 members 
Mstep: Class 15 contains 185530 members 
Mstep: Class 16 contains 3001 members 
Mstep: Class 17 contains 4347 members 
Mstep: Class 18 contains 28455 members 
Mstep: Class 19 contains 19273 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6867 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776816.000000 Penalty: 74538.125000
Iteration 330Q: 23 clusters Score -1.047768e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55071 members 
Mstep: Class 2 contains 5557 members 
Mstep: Class 3 contains 31122 members 
Mstep: Class 4 contains 57279 members 
Mstep: Class 5 contains 4701 members 
Mstep: Class 6 contains 22013 members 
Mstep: Class 7 contains 12444 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15644 members 
Mstep: Class 12 contains 44111 members 
Mstep: Class 13 contains 255562 members 
Mstep: Class 14 contains 95726 members 
Mstep: Class 15 contains 185530 members 
Mstep: Class 16 contains 3001 members 
Mstep: Class 17 contains 4347 members 
Mstep: Class 18 contains 28450 members 
Mstep: Class 19 contains 19271 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6868 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776872.000000 Penalty: 74538.125000
Iteration 331Q: 23 clusters Score -1.047769e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55071 members 
Mstep: Class 2 contains 5557 members 
Mstep: Class 3 contains 31118 members 
Mstep: Class 4 contains 57282 members 
Mstep: Class 5 contains 4701 members 
Mstep: Class 6 contains 22013 members 
Mstep: Class 7 contains 12445 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15643 members 
Mstep: Class 12 contains 44113 members 
Mstep: Class 13 contains 255575 members 
Mstep: Class 14 contains 95715 members 
Mstep: Class 15 contains 185537 members 
Mstep: Class 16 contains 3001 members 
Mstep: Class 17 contains 4347 members 
Mstep: Class 18 contains 28444 members 
Mstep: Class 19 contains 19267 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6868 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776800.000000 Penalty: 74538.125000
Iteration 332Q: 23 clusters Score -1.047768e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55068 members 
Mstep: Class 2 contains 5557 members 
Mstep: Class 3 contains 31118 members 
Mstep: Class 4 contains 57280 members 
Mstep: Class 5 contains 4701 members 
Mstep: Class 6 contains 22013 members 
Mstep: Class 7 contains 12445 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15642 members 
Mstep: Class 12 contains 44113 members 
Mstep: Class 13 contains 255604 members 
Mstep: Class 14 contains 95702 members 
Mstep: Class 15 contains 185537 members 
Mstep: Class 16 contains 3000 members 
Mstep: Class 17 contains 4347 members 
Mstep: Class 18 contains 28440 members 
Mstep: Class 19 contains 19262 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6868 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776816.000000 Penalty: 74538.125000
Iteration 333Q: 23 clusters Score -1.047768e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55065 members 
Mstep: Class 2 contains 5557 members 
Mstep: Class 3 contains 31117 members 
Mstep: Class 4 contains 57280 members 
Mstep: Class 5 contains 4700 members 
Mstep: Class 6 contains 22015 members 
Mstep: Class 7 contains 12445 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15638 members 
Mstep: Class 12 contains 44113 members 
Mstep: Class 13 contains 255621 members 
Mstep: Class 14 contains 95691 members 
Mstep: Class 15 contains 185540 members 
Mstep: Class 16 contains 2999 members 
Mstep: Class 17 contains 4347 members 
Mstep: Class 18 contains 28440 members 
Mstep: Class 19 contains 19261 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6868 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776840.000000 Penalty: 74538.125000
Iteration 334Q: 23 clusters Score -1.047768e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55066 members 
Mstep: Class 2 contains 5557 members 
Mstep: Class 3 contains 31117 members 
Mstep: Class 4 contains 57283 members 
Mstep: Class 5 contains 4701 members 
Mstep: Class 6 contains 22016 members 
Mstep: Class 7 contains 12446 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15636 members 
Mstep: Class 12 contains 44113 members 
Mstep: Class 13 contains 255634 members 
Mstep: Class 14 contains 95670 members 
Mstep: Class 15 contains 185544 members 
Mstep: Class 16 contains 2998 members 
Mstep: Class 17 contains 4348 members 
Mstep: Class 18 contains 28438 members 
Mstep: Class 19 contains 19262 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6868 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776872.000000 Penalty: 74538.125000
Iteration 335Q: 23 clusters Score -1.047769e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55069 members 
Mstep: Class 2 contains 5557 members 
Mstep: Class 3 contains 31113 members 
Mstep: Class 4 contains 57285 members 
Mstep: Class 5 contains 4700 members 
Mstep: Class 6 contains 22018 members 
Mstep: Class 7 contains 12447 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15636 members 
Mstep: Class 12 contains 44113 members 
Mstep: Class 13 contains 255648 members 
Mstep: Class 14 contains 95648 members 
Mstep: Class 15 contains 185550 members 
Mstep: Class 16 contains 2999 members 
Mstep: Class 17 contains 4348 members 
Mstep: Class 18 contains 28436 members 
Mstep: Class 19 contains 19262 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6868 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776912.000000 Penalty: 74538.125000
Iteration 336Q: 23 clusters Score -1.047769e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55065 members 
Mstep: Class 2 contains 5557 members 
Mstep: Class 3 contains 31110 members 
Mstep: Class 4 contains 57287 members 
Mstep: Class 5 contains 4699 members 
Mstep: Class 6 contains 22019 members 
Mstep: Class 7 contains 12449 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15638 members 
Mstep: Class 12 contains 44112 members 
Mstep: Class 13 contains 255670 members 
Mstep: Class 14 contains 95624 members 
Mstep: Class 15 contains 185553 members 
Mstep: Class 16 contains 2999 members 
Mstep: Class 17 contains 4349 members 
Mstep: Class 18 contains 28435 members 
Mstep: Class 19 contains 19263 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6868 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776928.000000 Penalty: 74538.125000
Iteration 337Q: 23 clusters Score -1.047769e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55062 members 
Mstep: Class 2 contains 5557 members 
Mstep: Class 3 contains 31108 members 
Mstep: Class 4 contains 57284 members 
Mstep: Class 5 contains 4699 members 
Mstep: Class 6 contains 22019 members 
Mstep: Class 7 contains 12448 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15639 members 
Mstep: Class 12 contains 44110 members 
Mstep: Class 13 contains 255695 members 
Mstep: Class 14 contains 95611 members 
Mstep: Class 15 contains 185547 members 
Mstep: Class 16 contains 2998 members 
Mstep: Class 17 contains 4348 members 
Mstep: Class 18 contains 28436 members 
Mstep: Class 19 contains 19267 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6869 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776976.000000 Penalty: 74538.125000
Iteration 338Q: 23 clusters Score -1.04777e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55065 members 
Mstep: Class 2 contains 5557 members 
Mstep: Class 3 contains 31104 members 
Mstep: Class 4 contains 57285 members 
Mstep: Class 5 contains 4699 members 
Mstep: Class 6 contains 22019 members 
Mstep: Class 7 contains 12448 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15638 members 
Mstep: Class 12 contains 44109 members 
Mstep: Class 13 contains 255716 members 
Mstep: Class 14 contains 95592 members 
Mstep: Class 15 contains 185545 members 
Mstep: Class 16 contains 2998 members 
Mstep: Class 17 contains 4347 members 
Mstep: Class 18 contains 28437 members 
Mstep: Class 19 contains 19269 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6869 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776864.000000 Penalty: 74538.125000
Iteration 339Q: 23 clusters Score -1.047769e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55068 members 
Mstep: Class 2 contains 5557 members 
Mstep: Class 3 contains 31098 members 
Mstep: Class 4 contains 57286 members 
Mstep: Class 5 contains 4698 members 
Mstep: Class 6 contains 22019 members 
Mstep: Class 7 contains 12447 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15637 members 
Mstep: Class 12 contains 44107 members 
Mstep: Class 13 contains 255742 members 
Mstep: Class 14 contains 95573 members 
Mstep: Class 15 contains 185548 members 
Mstep: Class 16 contains 2998 members 
Mstep: Class 17 contains 4346 members 
Mstep: Class 18 contains 28434 members 
Mstep: Class 19 contains 19270 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6869 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776896.000000 Penalty: 74538.125000
Iteration 340F: 23 clusters Score -1.047769e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55065 members 
Mstep: Class 2 contains 5557 members 
Mstep: Class 3 contains 31095 members 
Mstep: Class 4 contains 57283 members 
Mstep: Class 5 contains 4698 members 
Mstep: Class 6 contains 22021 members 
Mstep: Class 7 contains 12449 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15637 members 
Mstep: Class 12 contains 44104 members 
Mstep: Class 13 contains 255774 members 
Mstep: Class 14 contains 95560 members 
Mstep: Class 15 contains 185539 members 
Mstep: Class 16 contains 2998 members 
Mstep: Class 17 contains 4346 members 
Mstep: Class 18 contains 28428 members 
Mstep: Class 19 contains 19274 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6869 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776928.000000 Penalty: 74538.125000
Iteration 341Q: 23 clusters Score -1.047769e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55068 members 
Mstep: Class 2 contains 5557 members 
Mstep: Class 3 contains 31095 members 
Mstep: Class 4 contains 57282 members 
Mstep: Class 5 contains 4699 members 
Mstep: Class 6 contains 22020 members 
Mstep: Class 7 contains 12450 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15637 members 
Mstep: Class 12 contains 44104 members 
Mstep: Class 13 contains 255797 members 
Mstep: Class 14 contains 95545 members 
Mstep: Class 15 contains 185523 members 
Mstep: Class 16 contains 2998 members 
Mstep: Class 17 contains 4346 members 
Mstep: Class 18 contains 28428 members 
Mstep: Class 19 contains 19279 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6869 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776992.000000 Penalty: 74538.125000
Iteration 342Q: 23 clusters Score -1.04777e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55068 members 
Mstep: Class 2 contains 5557 members 
Mstep: Class 3 contains 31094 members 
Mstep: Class 4 contains 57281 members 
Mstep: Class 5 contains 4699 members 
Mstep: Class 6 contains 22021 members 
Mstep: Class 7 contains 12449 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15636 members 
Mstep: Class 12 contains 44105 members 
Mstep: Class 13 contains 255824 members 
Mstep: Class 14 contains 95536 members 
Mstep: Class 15 contains 185510 members 
Mstep: Class 16 contains 2998 members 
Mstep: Class 17 contains 4346 members 
Mstep: Class 18 contains 28425 members 
Mstep: Class 19 contains 19279 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6869 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777000.000000 Penalty: 74538.125000
Iteration 343Q: 23 clusters Score -1.04777e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55062 members 
Mstep: Class 2 contains 5557 members 
Mstep: Class 3 contains 31094 members 
Mstep: Class 4 contains 57282 members 
Mstep: Class 5 contains 4699 members 
Mstep: Class 6 contains 22022 members 
Mstep: Class 7 contains 12450 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15633 members 
Mstep: Class 12 contains 44105 members 
Mstep: Class 13 contains 255847 members 
Mstep: Class 14 contains 95521 members 
Mstep: Class 15 contains 185510 members 
Mstep: Class 16 contains 2998 members 
Mstep: Class 17 contains 4346 members 
Mstep: Class 18 contains 28424 members 
Mstep: Class 19 contains 19278 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6869 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777096.000000 Penalty: 74538.125000
Iteration 344Q: 23 clusters Score -1.047771e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55057 members 
Mstep: Class 2 contains 5560 members 
Mstep: Class 3 contains 31092 members 
Mstep: Class 4 contains 57290 members 
Mstep: Class 5 contains 4698 members 
Mstep: Class 6 contains 22022 members 
Mstep: Class 7 contains 12449 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15630 members 
Mstep: Class 12 contains 44105 members 
Mstep: Class 13 contains 255884 members 
Mstep: Class 14 contains 95510 members 
Mstep: Class 15 contains 185487 members 
Mstep: Class 16 contains 2999 members 
Mstep: Class 17 contains 4346 members 
Mstep: Class 18 contains 28424 members 
Mstep: Class 19 contains 19275 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6869 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776896.000000 Penalty: 74538.125000
Iteration 345Q: 23 clusters Score -1.047769e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55053 members 
Mstep: Class 2 contains 5561 members 
Mstep: Class 3 contains 31087 members 
Mstep: Class 4 contains 57291 members 
Mstep: Class 5 contains 4698 members 
Mstep: Class 6 contains 22023 members 
Mstep: Class 7 contains 12447 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15628 members 
Mstep: Class 12 contains 44106 members 
Mstep: Class 13 contains 255930 members 
Mstep: Class 14 contains 95489 members 
Mstep: Class 15 contains 185470 members 
Mstep: Class 16 contains 2998 members 
Mstep: Class 17 contains 4346 members 
Mstep: Class 18 contains 28425 members 
Mstep: Class 19 contains 19276 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6869 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777008.000000 Penalty: 74538.125000
Iteration 346Q: 23 clusters Score -1.04777e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55045 members 
Mstep: Class 2 contains 5562 members 
Mstep: Class 3 contains 31086 members 
Mstep: Class 4 contains 57290 members 
Mstep: Class 5 contains 4698 members 
Mstep: Class 6 contains 22023 members 
Mstep: Class 7 contains 12445 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15628 members 
Mstep: Class 12 contains 44106 members 
Mstep: Class 13 contains 255985 members 
Mstep: Class 14 contains 95465 members 
Mstep: Class 15 contains 185454 members 
Mstep: Class 16 contains 2998 members 
Mstep: Class 17 contains 4346 members 
Mstep: Class 18 contains 28425 members 
Mstep: Class 19 contains 19272 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6869 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776944.000000 Penalty: 74538.125000
Iteration 347Q: 23 clusters Score -1.047769e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55039 members 
Mstep: Class 2 contains 5563 members 
Mstep: Class 3 contains 31082 members 
Mstep: Class 4 contains 57287 members 
Mstep: Class 5 contains 4698 members 
Mstep: Class 6 contains 22020 members 
Mstep: Class 7 contains 12443 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15628 members 
Mstep: Class 12 contains 44107 members 
Mstep: Class 13 contains 256058 members 
Mstep: Class 14 contains 95461 members 
Mstep: Class 15 contains 185400 members 
Mstep: Class 16 contains 2997 members 
Mstep: Class 17 contains 4346 members 
Mstep: Class 18 contains 28426 members 
Mstep: Class 19 contains 19273 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6869 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777064.000000 Penalty: 74538.125000
Iteration 348Q: 23 clusters Score -1.047771e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55037 members 
Mstep: Class 2 contains 5563 members 
Mstep: Class 3 contains 31082 members 
Mstep: Class 4 contains 57286 members 
Mstep: Class 5 contains 4698 members 
Mstep: Class 6 contains 22020 members 
Mstep: Class 7 contains 12442 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15627 members 
Mstep: Class 12 contains 44105 members 
Mstep: Class 13 contains 256097 members 
Mstep: Class 14 contains 95449 members 
Mstep: Class 15 contains 185382 members 
Mstep: Class 16 contains 2998 members 
Mstep: Class 17 contains 4342 members 
Mstep: Class 18 contains 28424 members 
Mstep: Class 19 contains 19275 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6869 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777144.000000 Penalty: 74538.125000
Iteration 349Q: 23 clusters Score -1.047771e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55030 members 
Mstep: Class 2 contains 5563 members 
Mstep: Class 3 contains 31078 members 
Mstep: Class 4 contains 57288 members 
Mstep: Class 5 contains 4698 members 
Mstep: Class 6 contains 22020 members 
Mstep: Class 7 contains 12439 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15626 members 
Mstep: Class 12 contains 44105 members 
Mstep: Class 13 contains 256129 members 
Mstep: Class 14 contains 95437 members 
Mstep: Class 15 contains 185365 members 
Mstep: Class 16 contains 2998 members 
Mstep: Class 17 contains 4339 members 
Mstep: Class 18 contains 28431 members 
Mstep: Class 19 contains 19281 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6869 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777104.000000 Penalty: 74538.125000
Iteration 350Q: 23 clusters Score -1.047771e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55027 members 
Mstep: Class 2 contains 5563 members 
Mstep: Class 3 contains 31076 members 
Mstep: Class 4 contains 57295 members 
Mstep: Class 5 contains 4699 members 
Mstep: Class 6 contains 22019 members 
Mstep: Class 7 contains 12439 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15625 members 
Mstep: Class 12 contains 44103 members 
Mstep: Class 13 contains 256155 members 
Mstep: Class 14 contains 95429 members 
Mstep: Class 15 contains 185344 members 
Mstep: Class 16 contains 2998 members 
Mstep: Class 17 contains 4341 members 
Mstep: Class 18 contains 28436 members 
Mstep: Class 19 contains 19278 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6869 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777288.000000 Penalty: 74538.125000
Iteration 351Q: 23 clusters Score -1.047773e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55026 members 
Mstep: Class 2 contains 5564 members 
Mstep: Class 3 contains 31077 members 
Mstep: Class 4 contains 57298 members 
Mstep: Class 5 contains 4700 members 
Mstep: Class 6 contains 22017 members 
Mstep: Class 7 contains 12439 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15622 members 
Mstep: Class 12 contains 44105 members 
Mstep: Class 13 contains 256185 members 
Mstep: Class 14 contains 95414 members 
Mstep: Class 15 contains 185328 members 
Mstep: Class 16 contains 2998 members 
Mstep: Class 17 contains 4339 members 
Mstep: Class 18 contains 28440 members 
Mstep: Class 19 contains 19275 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6869 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777240.000000 Penalty: 74538.125000
Iteration 352Q: 23 clusters Score -1.047772e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55027 members 
Mstep: Class 2 contains 5564 members 
Mstep: Class 3 contains 31077 members 
Mstep: Class 4 contains 57301 members 
Mstep: Class 5 contains 4699 members 
Mstep: Class 6 contains 22020 members 
Mstep: Class 7 contains 12440 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15621 members 
Mstep: Class 12 contains 44108 members 
Mstep: Class 13 contains 256214 members 
Mstep: Class 14 contains 95393 members 
Mstep: Class 15 contains 185310 members 
Mstep: Class 16 contains 2999 members 
Mstep: Class 17 contains 4338 members 
Mstep: Class 18 contains 28443 members 
Mstep: Class 19 contains 19273 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6869 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777216.000000 Penalty: 74538.125000
Iteration 353Q: 23 clusters Score -1.047772e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55027 members 
Mstep: Class 2 contains 5564 members 
Mstep: Class 3 contains 31073 members 
Mstep: Class 4 contains 57305 members 
Mstep: Class 5 contains 4697 members 
Mstep: Class 6 contains 22021 members 
Mstep: Class 7 contains 12440 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15619 members 
Mstep: Class 12 contains 44109 members 
Mstep: Class 13 contains 256241 members 
Mstep: Class 14 contains 95385 members 
Mstep: Class 15 contains 185292 members 
Mstep: Class 16 contains 2999 members 
Mstep: Class 17 contains 4339 members 
Mstep: Class 18 contains 28442 members 
Mstep: Class 19 contains 19274 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6869 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777264.000000 Penalty: 74538.125000
Iteration 354Q: 23 clusters Score -1.047773e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55027 members 
Mstep: Class 2 contains 5564 members 
Mstep: Class 3 contains 31069 members 
Mstep: Class 4 contains 57301 members 
Mstep: Class 5 contains 4695 members 
Mstep: Class 6 contains 22022 members 
Mstep: Class 7 contains 12438 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15616 members 
Mstep: Class 12 contains 44108 members 
Mstep: Class 13 contains 256299 members 
Mstep: Class 14 contains 95370 members 
Mstep: Class 15 contains 185262 members 
Mstep: Class 16 contains 2999 members 
Mstep: Class 17 contains 4339 members 
Mstep: Class 18 contains 28442 members 
Mstep: Class 19 contains 19276 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6869 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777384.000000 Penalty: 74538.125000
Iteration 355Q: 23 clusters Score -1.047774e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55032 members 
Mstep: Class 2 contains 5564 members 
Mstep: Class 3 contains 31069 members 
Mstep: Class 4 contains 57298 members 
Mstep: Class 5 contains 4697 members 
Mstep: Class 6 contains 22022 members 
Mstep: Class 7 contains 12437 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15614 members 
Mstep: Class 12 contains 44107 members 
Mstep: Class 13 contains 256351 members 
Mstep: Class 14 contains 95348 members 
Mstep: Class 15 contains 185226 members 
Mstep: Class 16 contains 3000 members 
Mstep: Class 17 contains 4340 members 
Mstep: Class 18 contains 28443 members 
Mstep: Class 19 contains 19279 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6869 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777360.000000 Penalty: 74538.125000
Iteration 356Q: 23 clusters Score -1.047774e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55038 members 
Mstep: Class 2 contains 5564 members 
Mstep: Class 3 contains 31064 members 
Mstep: Class 4 contains 57302 members 
Mstep: Class 5 contains 4697 members 
Mstep: Class 6 contains 22025 members 
Mstep: Class 7 contains 12437 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15611 members 
Mstep: Class 12 contains 44106 members 
Mstep: Class 13 contains 256399 members 
Mstep: Class 14 contains 95328 members 
Mstep: Class 15 contains 185191 members 
Mstep: Class 16 contains 3000 members 
Mstep: Class 17 contains 4341 members 
Mstep: Class 18 contains 28443 members 
Mstep: Class 19 contains 19281 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6869 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777304.000000 Penalty: 74538.125000
Iteration 357Q: 23 clusters Score -1.047773e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55040 members 
Mstep: Class 2 contains 5564 members 
Mstep: Class 3 contains 31062 members 
Mstep: Class 4 contains 57300 members 
Mstep: Class 5 contains 4695 members 
Mstep: Class 6 contains 22026 members 
Mstep: Class 7 contains 12434 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15608 members 
Mstep: Class 12 contains 44107 members 
Mstep: Class 13 contains 256431 members 
Mstep: Class 14 contains 95320 members 
Mstep: Class 15 contains 185171 members 
Mstep: Class 16 contains 3000 members 
Mstep: Class 17 contains 4341 members 
Mstep: Class 18 contains 28441 members 
Mstep: Class 19 contains 19287 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6869 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777280.000000 Penalty: 74538.125000
Iteration 358Q: 23 clusters Score -1.047773e+08 nChanged 183
Entering ConstructFrom: 
Score: -104777280.000000 Penalty: 74538.125000
Entering ConstructFrom: 
Trying to split cluster 1 (55048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55048 members 
Entering Unmasked Estep 
Score: -6681864.500000 Penalty: 2707.158447
	Iteration 0F: 2 clusters Score -6681864 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -6644949.000000 Penalty: 5414.316895
	Iteration 0F: 3 clusters Score -6644949 nChanged 25367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -6658901.500000 Penalty: 5414.316895
	Iteration 1F: 3 clusters Score -6658902 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -6659336.000000 Penalty: 5414.316895
	Iteration 2Q: 3 clusters Score -6659336 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -6659825.500000 Penalty: 5414.316895
	Iteration 3Q: 3 clusters Score -6659826 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29726 members 
Mstep: Class 2 contains 25322 members 
Entering Unmasked Estep 
Score: -6660287.500000 Penalty: 5414.316895
	Iteration 4Q: 3 clusters Score -6660288 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30811 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
Score: -6660808.500000 Penalty: 5414.316895
	Iteration 5Q: 3 clusters Score -6660808 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -6661554.500000 Penalty: 5414.316895
	Iteration 6Q: 3 clusters Score -6661554 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -6662786.000000 Penalty: 5414.316895
	Iteration 7Q: 3 clusters Score -6662786 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37674 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -6664659.000000 Penalty: 5414.316895
	Iteration 8F: 3 clusters Score -6664659 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41436 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -6667469.000000 Penalty: 5414.316895
	Iteration 9F: 3 clusters Score -6667469 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45486 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -6670943.000000 Penalty: 5414.316895
	Iteration 10F: 3 clusters Score -6670943 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49237 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -6674453.000000 Penalty: 5414.316895
	Iteration 11F: 3 clusters Score -6674453 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51896 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -6677001.000000 Penalty: 5414.316895
	Iteration 12Q: 3 clusters Score -6677001 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53380 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -6678278.000000 Penalty: 5414.316895
	Iteration 13Q: 3 clusters Score -6678278 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54073 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -6678882.000000 Penalty: 5414.316895
	Iteration 14Q: 3 clusters Score -6678882 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54383 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -6679148.000000 Penalty: 5414.316895
	Iteration 15Q: 3 clusters Score -6679148 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54520 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -6679282.500000 Penalty: 5414.316895
	Iteration 16Q: 3 clusters Score -6679282 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54599 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -6679382.000000 Penalty: 5414.316895
	Iteration 17Q: 3 clusters Score -6679382 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54630 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -6679419.500000 Penalty: 5414.316895
	Iteration 18Q: 3 clusters Score -6679420 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54654 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -6679447.500000 Penalty: 5414.316895
	Iteration 19Q: 3 clusters Score -6679448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54663 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -6679481.500000 Penalty: 5414.316895
	Iteration 20F: 3 clusters Score -6679482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54672 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -6679488.000000 Penalty: 5414.316895
	Iteration 21Q: 3 clusters Score -6679488 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54682 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -6679501.500000 Penalty: 5414.316895
	Iteration 22Q: 3 clusters Score -6679502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54688 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -6679523.000000 Penalty: 5414.316895
	Iteration 23Q: 3 clusters Score -6679523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54692 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -6679528.500000 Penalty: 5414.316895
	Iteration 24Q: 3 clusters Score -6679528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54696 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -6679524.500000 Penalty: 5414.316895
	Iteration 25Q: 3 clusters Score -6679524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54699 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -6679533.000000 Penalty: 5414.316895
	Iteration 26Q: 3 clusters Score -6679533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54701 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -6679535.500000 Penalty: 5414.316895
	Iteration 27Q: 3 clusters Score -6679536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54704 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -6679544.500000 Penalty: 5414.316895
	Iteration 28Q: 3 clusters Score -6679544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54706 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -6679548.500000 Penalty: 5414.316895
	Iteration 29Q: 3 clusters Score -6679548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54708 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -6679544.000000 Penalty: 5414.316895
	Iteration 30Q: 3 clusters Score -6679544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54710 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -6679546.000000 Penalty: 5414.316895
	Iteration 31Q: 3 clusters Score -6679546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54710 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -6679546.000000 Penalty: 5414.316895
	Iteration 32F: 3 clusters Score -6679546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Entering Unmasked Estep 
Score: -657307.250000 Penalty: 2138.770020
	Iteration 0F: 2 clusters Score -657307.2 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 2823 members 
Entering Unmasked Estep 
Score: -652412.125000 Penalty: 4277.540039
	Iteration 0F: 3 clusters Score -652412.1 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -653666.500000 Penalty: 4277.540039
	Iteration 1F: 3 clusters Score -653666.5 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -653911.187500 Penalty: 4277.540039
	Iteration 2F: 3 clusters Score -653911.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -654069.750000 Penalty: 4277.540039
	Iteration 3Q: 3 clusters Score -654069.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -654186.375000 Penalty: 4277.540039
	Iteration 4Q: 3 clusters Score -654186.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -654311.250000 Penalty: 4277.540039
	Iteration 5Q: 3 clusters Score -654311.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -654447.812500 Penalty: 4277.540039
	Iteration 6Q: 3 clusters Score -654447.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -654588.625000 Penalty: 4277.540039
	Iteration 7Q: 3 clusters Score -654588.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -654717.250000 Penalty: 4277.540039
	Iteration 8Q: 3 clusters Score -654717.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -654862.000000 Penalty: 4277.540039
	Iteration 9Q: 3 clusters Score -654862 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -655012.500000 Penalty: 4277.540039
	Iteration 10Q: 3 clusters Score -655012.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -655185.000000 Penalty: 4277.540039
	Iteration 11Q: 3 clusters Score -655185 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -655346.812500 Penalty: 4277.540039
	Iteration 12Q: 3 clusters Score -655346.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -655467.687500 Penalty: 4277.540039
	Iteration 13Q: 3 clusters Score -655467.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -655563.375000 Penalty: 4277.540039
	Iteration 14Q: 3 clusters Score -655563.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -655630.375000 Penalty: 4277.540039
	Iteration 15Q: 3 clusters Score -655630.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -655676.500000 Penalty: 4277.540039
	Iteration 16Q: 3 clusters Score -655676.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -655720.500000 Penalty: 4277.540039
	Iteration 17Q: 3 clusters Score -655720.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -655753.437500 Penalty: 4277.540039
	Iteration 18Q: 3 clusters Score -655753.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -655778.437500 Penalty: 4277.540039
	Iteration 19Q: 3 clusters Score -655778.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -655806.750000 Penalty: 4277.540039
	Iteration 20F: 3 clusters Score -655806.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -655835.000000 Penalty: 4277.540039
	Iteration 21Q: 3 clusters Score -655835 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -655848.000000 Penalty: 4277.540039
	Iteration 22Q: 3 clusters Score -655848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -655859.812500 Penalty: 4277.540039
	Iteration 23Q: 3 clusters Score -655859.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -655867.062500 Penalty: 4277.540039
	Iteration 24Q: 3 clusters Score -655867.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -655876.000000 Penalty: 4277.540039
	Iteration 25Q: 3 clusters Score -655876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -655879.375000 Penalty: 4277.540039
	Iteration 26Q: 3 clusters Score -655879.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -655882.500000 Penalty: 4277.540039
	Iteration 27Q: 3 clusters Score -655882.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -655885.500000 Penalty: 4277.540039
	Iteration 28Q: 3 clusters Score -655885.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -655886.437500 Penalty: 4277.540039
	Iteration 29Q: 3 clusters Score -655886.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -655889.000000 Penalty: 4277.540039
	Iteration 30Q: 3 clusters Score -655889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -655891.437500 Penalty: 4277.540039
	Iteration 31Q: 3 clusters Score -655891.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -655895.937500 Penalty: 4277.540039
	Iteration 32Q: 3 clusters Score -655895.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -655898.437500 Penalty: 4277.540039
	Iteration 33Q: 3 clusters Score -655898.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -655899.500000 Penalty: 4277.540039
	Iteration 34Q: 3 clusters Score -655899.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -655899.375000 Penalty: 4277.540039
	Iteration 35Q: 3 clusters Score -655899.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -655900.937500 Penalty: 4277.540039
	Iteration 36Q: 3 clusters Score -655900.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -655900.437500 Penalty: 4277.540039
	Iteration 37Q: 3 clusters Score -655900.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -655900.437500 Penalty: 4277.540039
	Iteration 38F: 3 clusters Score -655900.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (31056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Entering Unmasked Estep 
Score: -3900347.500000 Penalty: 2565.199707
	Iteration 0F: 2 clusters Score -3900348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -3879164.250000 Penalty: 5130.399414
	Iteration 0F: 3 clusters Score -3879164 nChanged 14035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -3886574.750000 Penalty: 5130.399414
	Iteration 1F: 3 clusters Score -3886575 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -3886995.500000 Penalty: 5130.399414
	Iteration 2Q: 3 clusters Score -3886996 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -3887354.000000 Penalty: 5130.399414
	Iteration 3Q: 3 clusters Score -3887354 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -3887693.000000 Penalty: 5130.399414
	Iteration 4Q: 3 clusters Score -3887693 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -3888060.500000 Penalty: 5130.399414
	Iteration 5Q: 3 clusters Score -3888060 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -3888511.000000 Penalty: 5130.399414
	Iteration 6Q: 3 clusters Score -3888511 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13520 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -3889072.000000 Penalty: 5130.399414
	Iteration 7Q: 3 clusters Score -3889072 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -3889732.000000 Penalty: 5130.399414
	Iteration 8Q: 3 clusters Score -3889732 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -3890508.750000 Penalty: 5130.399414
	Iteration 9Q: 3 clusters Score -3890509 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -3891433.750000 Penalty: 5130.399414
	Iteration 10Q: 3 clusters Score -3891434 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -3892369.250000 Penalty: 5130.399414
	Iteration 11Q: 3 clusters Score -3892369 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -3893203.750000 Penalty: 5130.399414
	Iteration 12Q: 3 clusters Score -3893204 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -3894037.000000 Penalty: 5130.399414
	Iteration 13Q: 3 clusters Score -3894037 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -3894769.250000 Penalty: 5130.399414
	Iteration 14Q: 3 clusters Score -3894769 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 24132 members 
Entering Unmasked Estep 
Score: -3895348.500000 Penalty: 5130.399414
	Iteration 15Q: 3 clusters Score -3895348 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 24818 members 
Entering Unmasked Estep 
Score: -3895796.750000 Penalty: 5130.399414
	Iteration 16Q: 3 clusters Score -3895797 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 25390 members 
Entering Unmasked Estep 
Score: -3896141.500000 Penalty: 5130.399414
	Iteration 17Q: 3 clusters Score -3896142 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -3896415.750000 Penalty: 5130.399414
	Iteration 18Q: 3 clusters Score -3896416 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 26368 members 
Entering Unmasked Estep 
Score: -3896608.750000 Penalty: 5130.399414
	Iteration 19Q: 3 clusters Score -3896609 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -3896785.500000 Penalty: 5130.399414
	Iteration 20F: 3 clusters Score -3896786 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 27134 members 
Entering Unmasked Estep 
Score: -3896930.000000 Penalty: 5130.399414
	Iteration 21Q: 3 clusters Score -3896930 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -3897050.500000 Penalty: 5130.399414
	Iteration 22Q: 3 clusters Score -3897050 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -3897132.000000 Penalty: 5130.399414
	Iteration 23Q: 3 clusters Score -3897132 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -3897244.250000 Penalty: 5130.399414
	Iteration 24Q: 3 clusters Score -3897244 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -3897335.000000 Penalty: 5130.399414
	Iteration 25Q: 3 clusters Score -3897335 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 28408 members 
Entering Unmasked Estep 
Score: -3897437.000000 Penalty: 5130.399414
	Iteration 26Q: 3 clusters Score -3897437 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -3897526.000000 Penalty: 5130.399414
	Iteration 27Q: 3 clusters Score -3897526 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -3897611.000000 Penalty: 5130.399414
	Iteration 28Q: 3 clusters Score -3897611 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -3897700.500000 Penalty: 5130.399414
	Iteration 29Q: 3 clusters Score -3897700 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -3897758.250000 Penalty: 5130.399414
	Iteration 30Q: 3 clusters Score -3897758 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -3897807.000000 Penalty: 5130.399414
	Iteration 31Q: 3 clusters Score -3897807 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 29326 members 
Entering Unmasked Estep 
Score: -3897848.000000 Penalty: 5130.399414
	Iteration 32Q: 3 clusters Score -3897848 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -3897888.500000 Penalty: 5130.399414
	Iteration 33Q: 3 clusters Score -3897888 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -3897928.750000 Penalty: 5130.399414
	Iteration 34Q: 3 clusters Score -3897929 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -3897944.000000 Penalty: 5130.399414
	Iteration 35Q: 3 clusters Score -3897944 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -3897954.750000 Penalty: 5130.399414
	Iteration 36Q: 3 clusters Score -3897955 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -3897955.000000 Penalty: 5130.399414
	Iteration 37Q: 3 clusters Score -3897955 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 29639 members 
Entering Unmasked Estep 
Score: -3897970.000000 Penalty: 5130.399414
	Iteration 38Q: 3 clusters Score -3897970 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -3897984.500000 Penalty: 5130.399414
	Iteration 39Q: 3 clusters Score -3897984 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 29689 members 
Entering Unmasked Estep 
Score: -3897999.250000 Penalty: 5130.399414
	Iteration 40F: 3 clusters Score -3897999 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -3898006.500000 Penalty: 5130.399414
	Iteration 41Q: 3 clusters Score -3898006 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 29738 members 
Entering Unmasked Estep 
Score: -3898009.000000 Penalty: 5130.399414
	Iteration 42Q: 3 clusters Score -3898009 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 29758 members 
Entering Unmasked Estep 
Score: -3898015.250000 Penalty: 5130.399414
	Iteration 43Q: 3 clusters Score -3898015 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -3898017.500000 Penalty: 5130.399414
	Iteration 44Q: 3 clusters Score -3898018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -3898024.750000 Penalty: 5130.399414
	Iteration 45Q: 3 clusters Score -3898025 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 29813 members 
Entering Unmasked Estep 
Score: -3898028.250000 Penalty: 5130.399414
	Iteration 46Q: 3 clusters Score -3898028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 29828 members 
Entering Unmasked Estep 
Score: -3898035.250000 Penalty: 5130.399414
	Iteration 47Q: 3 clusters Score -3898035 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 29844 members 
Entering Unmasked Estep 
Score: -3898042.000000 Penalty: 5130.399414
	Iteration 48Q: 3 clusters Score -3898042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -3898048.500000 Penalty: 5130.399414
	Iteration 49Q: 3 clusters Score -3898048 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 29892 members 
Entering Unmasked Estep 
Score: -3898061.500000 Penalty: 5130.399414
	Iteration 50Q: 3 clusters Score -3898062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 29915 members 
Entering Unmasked Estep 
Score: -3898068.250000 Penalty: 5130.399414
	Iteration 51Q: 3 clusters Score -3898068 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -3898080.250000 Penalty: 5130.399414
	Iteration 52Q: 3 clusters Score -3898080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 29960 members 
Entering Unmasked Estep 
Score: -3898080.500000 Penalty: 5130.399414
	Iteration 53Q: 3 clusters Score -3898080 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 29974 members 
Entering Unmasked Estep 
Score: -3898088.000000 Penalty: 5130.399414
	Iteration 54Q: 3 clusters Score -3898088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 29988 members 
Entering Unmasked Estep 
Score: -3898094.000000 Penalty: 5130.399414
	Iteration 55Q: 3 clusters Score -3898094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 29998 members 
Entering Unmasked Estep 
Score: -3898094.500000 Penalty: 5130.399414
	Iteration 56Q: 3 clusters Score -3898094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -3898094.250000 Penalty: 5130.399414
	Iteration 57Q: 3 clusters Score -3898094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 30009 members 
Entering Unmasked Estep 
Score: -3898098.500000 Penalty: 5130.399414
	Iteration 58Q: 3 clusters Score -3898098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
Score: -3898101.500000 Penalty: 5130.399414
	Iteration 59Q: 3 clusters Score -3898102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -3898100.750000 Penalty: 5130.399414
	Iteration 60F: 3 clusters Score -3898101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -3898103.250000 Penalty: 5130.399414
	Iteration 61Q: 3 clusters Score -3898103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -3898110.750000 Penalty: 5130.399414
	Iteration 62Q: 3 clusters Score -3898111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -3898112.000000 Penalty: 5130.399414
	Iteration 63Q: 3 clusters Score -3898112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -3898113.750000 Penalty: 5130.399414
	Iteration 64Q: 3 clusters Score -3898114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 30051 members 
Entering Unmasked Estep 
Score: -3898123.250000 Penalty: 5130.399414
	Iteration 65Q: 3 clusters Score -3898123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 30052 members 
Entering Unmasked Estep 
Score: -3898119.500000 Penalty: 5130.399414
	Iteration 66Q: 3 clusters Score -3898120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
Score: -3898125.000000 Penalty: 5130.399414
	Iteration 67Q: 3 clusters Score -3898125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -3898123.750000 Penalty: 5130.399414
	Iteration 68Q: 3 clusters Score -3898124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 30058 members 
Entering Unmasked Estep 
Score: -3898129.500000 Penalty: 5130.399414
	Iteration 69Q: 3 clusters Score -3898130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -3898127.750000 Penalty: 5130.399414
	Iteration 70Q: 3 clusters Score -3898128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 30063 members 
Entering Unmasked Estep 
Score: -3898128.250000 Penalty: 5130.399414
	Iteration 71Q: 3 clusters Score -3898128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 30065 members 
Entering Unmasked Estep 
Score: -3898130.250000 Penalty: 5130.399414
	Iteration 72Q: 3 clusters Score -3898130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 30066 members 
Entering Unmasked Estep 
Score: -3898129.500000 Penalty: 5130.399414
	Iteration 73Q: 3 clusters Score -3898130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 30069 members 
Entering Unmasked Estep 
Score: -3898135.250000 Penalty: 5130.399414
	Iteration 74Q: 3 clusters Score -3898135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -3898133.250000 Penalty: 5130.399414
	Iteration 75Q: 3 clusters Score -3898133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -3898128.500000 Penalty: 5130.399414
	Iteration 76Q: 3 clusters Score -3898128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -3898136.500000 Penalty: 5130.399414
	Iteration 77Q: 3 clusters Score -3898136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 30080 members 
Entering Unmasked Estep 
Score: -3898133.500000 Penalty: 5130.399414
	Iteration 78Q: 3 clusters Score -3898134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -3898136.250000 Penalty: 5130.399414
	Iteration 79Q: 3 clusters Score -3898136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 30088 members 
Entering Unmasked Estep 
Score: -3898137.250000 Penalty: 5130.399414
	Iteration 80F: 3 clusters Score -3898137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -3898137.500000 Penalty: 5130.399414
	Iteration 81Q: 3 clusters Score -3898138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 30095 members 
Entering Unmasked Estep 
Score: -3898142.500000 Penalty: 5130.399414
	Iteration 82Q: 3 clusters Score -3898142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 30098 members 
Entering Unmasked Estep 
Score: -3898145.750000 Penalty: 5130.399414
	Iteration 83Q: 3 clusters Score -3898146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
Score: -3898148.500000 Penalty: 5130.399414
	Iteration 84Q: 3 clusters Score -3898148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -3898147.500000 Penalty: 5130.399414
	Iteration 85Q: 3 clusters Score -3898148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 30102 members 
Entering Unmasked Estep 
Score: -3898145.250000 Penalty: 5130.399414
	Iteration 86Q: 3 clusters Score -3898145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -3898145.750000 Penalty: 5130.399414
	Iteration 87Q: 3 clusters Score -3898146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -3898145.750000 Penalty: 5130.399414
	Iteration 88F: 3 clusters Score -3898146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (57296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57296 members 
Entering Unmasked Estep 
Score: -7229217.000000 Penalty: 2717.084473
	Iteration 0F: 2 clusters Score -7229217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -7190779.500000 Penalty: 5434.168945
	Iteration 0F: 3 clusters Score -7190780 nChanged 26565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26776 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -7205440.000000 Penalty: 5434.168945
	Iteration 1F: 3 clusters Score -7205440 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
Score: -7206108.500000 Penalty: 5434.168945
	Iteration 2Q: 3 clusters Score -7206108 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 33314 members 
Entering Unmasked Estep 
Score: -7206916.500000 Penalty: 5434.168945
	Iteration 3Q: 3 clusters Score -7206916 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 35688 members 
Entering Unmasked Estep 
Score: -7208193.000000 Penalty: 5434.168945
	Iteration 4Q: 3 clusters Score -7208193 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 39001 members 
Entering Unmasked Estep 
Score: -7210186.500000 Penalty: 5434.168945
	Iteration 5F: 3 clusters Score -7210186 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 43325 members 
Entering Unmasked Estep 
Score: -7213469.000000 Penalty: 5434.168945
	Iteration 6F: 3 clusters Score -7213469 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 48316 members 
Entering Unmasked Estep 
Score: -7217969.000000 Penalty: 5434.168945
	Iteration 7F: 3 clusters Score -7217969 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 52815 members 
Entering Unmasked Estep 
Score: -7222415.000000 Penalty: 5434.168945
	Iteration 8F: 3 clusters Score -7222415 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 55572 members 
Entering Unmasked Estep 
Score: -7225174.500000 Penalty: 5434.168945
	Iteration 9Q: 3 clusters Score -7225174 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 56650 members 
Entering Unmasked Estep 
Score: -7226182.000000 Penalty: 5434.168945
	Iteration 10Q: 3 clusters Score -7226182 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 56952 members 
Entering Unmasked Estep 
Score: -7226511.000000 Penalty: 5434.168945
	Iteration 11Q: 3 clusters Score -7226511 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 57045 members 
Entering Unmasked Estep 
Score: -7226662.000000 Penalty: 5434.168945
	Iteration 12Q: 3 clusters Score -7226662 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 57072 members 
Entering Unmasked Estep 
Score: -7226719.000000 Penalty: 5434.168945
	Iteration 13Q: 3 clusters Score -7226719 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 57089 members 
Entering Unmasked Estep 
Score: -7226745.500000 Penalty: 5434.168945
	Iteration 14Q: 3 clusters Score -7226746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 57096 members 
Entering Unmasked Estep 
Score: -7226761.500000 Penalty: 5434.168945
	Iteration 15Q: 3 clusters Score -7226762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 57097 members 
Entering Unmasked Estep 
Score: -7226764.500000 Penalty: 5434.168945
	Iteration 16Q: 3 clusters Score -7226764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 57098 members 
Entering Unmasked Estep 
Score: -7226765.000000 Penalty: 5434.168945
	Iteration 17Q: 3 clusters Score -7226765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 57099 members 
Entering Unmasked Estep 
Score: -7226772.000000 Penalty: 5434.168945
	Iteration 18Q: 3 clusters Score -7226772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 57099 members 
Entering Unmasked Estep 
Score: -7226772.000000 Penalty: 5434.168945
	Iteration 19F: 3 clusters Score -7226772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Entering Unmasked Estep 
Score: -580090.625000 Penalty: 2096.602051
	Iteration 0F: 2 clusters Score -580090.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -575761.250000 Penalty: 4193.204102
	Iteration 0F: 3 clusters Score -575761.2 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -576744.000000 Penalty: 4193.204102
	Iteration 1F: 3 clusters Score -576744 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -577006.375000 Penalty: 4193.204102
	Iteration 2F: 3 clusters Score -577006.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -577218.312500 Penalty: 4193.204102
	Iteration 3F: 3 clusters Score -577218.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -577396.062500 Penalty: 4193.204102
	Iteration 4F: 3 clusters Score -577396.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -577573.875000 Penalty: 4193.204102
	Iteration 5Q: 3 clusters Score -577573.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -577717.187500 Penalty: 4193.204102
	Iteration 6Q: 3 clusters Score -577717.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -577865.125000 Penalty: 4193.204102
	Iteration 7Q: 3 clusters Score -577865.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -578028.187500 Penalty: 4193.204102
	Iteration 8Q: 3 clusters Score -578028.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -578176.750000 Penalty: 4193.204102
	Iteration 9Q: 3 clusters Score -578176.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -578314.000000 Penalty: 4193.204102
	Iteration 10Q: 3 clusters Score -578314 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -578427.812500 Penalty: 4193.204102
	Iteration 11Q: 3 clusters Score -578427.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -578505.062500 Penalty: 4193.204102
	Iteration 12Q: 3 clusters Score -578505.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -578574.375000 Penalty: 4193.204102
	Iteration 13Q: 3 clusters Score -578574.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -578634.750000 Penalty: 4193.204102
	Iteration 14Q: 3 clusters Score -578634.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -578680.625000 Penalty: 4193.204102
	Iteration 15Q: 3 clusters Score -578680.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -578713.312500 Penalty: 4193.204102
	Iteration 16Q: 3 clusters Score -578713.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -578736.375000 Penalty: 4193.204102
	Iteration 17Q: 3 clusters Score -578736.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -578749.062500 Penalty: 4193.204102
	Iteration 18Q: 3 clusters Score -578749.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -578756.562500 Penalty: 4193.204102
	Iteration 19Q: 3 clusters Score -578756.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -578764.437500 Penalty: 4193.204102
	Iteration 20F: 3 clusters Score -578764.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -578766.375000 Penalty: 4193.204102
	Iteration 21Q: 3 clusters Score -578766.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -578768.187500 Penalty: 4193.204102
	Iteration 22Q: 3 clusters Score -578768.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -578771.187500 Penalty: 4193.204102
	Iteration 23Q: 3 clusters Score -578771.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -578771.562500 Penalty: 4193.204102
	Iteration 24Q: 3 clusters Score -578771.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -578772.937500 Penalty: 4193.204102
	Iteration 25Q: 3 clusters Score -578772.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -578773.187500 Penalty: 4193.204102
	Iteration 26Q: 3 clusters Score -578773.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -578773.312500 Penalty: 4193.204102
	Iteration 27Q: 3 clusters Score -578773.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -578773.312500 Penalty: 4193.204102
	Iteration 28F: 3 clusters Score -578773.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Entering Unmasked Estep 
Score: -2647474.500000 Penalty: 2479.994873
	Iteration 0F: 2 clusters Score -2647474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -2632135.500000 Penalty: 4959.989746
	Iteration 0F: 3 clusters Score -2632136 nChanged 9666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -2637523.750000 Penalty: 4959.989746
	Iteration 1F: 3 clusters Score -2637524 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -2637963.750000 Penalty: 4959.989746
	Iteration 2F: 3 clusters Score -2637964 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -2638364.500000 Penalty: 4959.989746
	Iteration 3Q: 3 clusters Score -2638364 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 13022 members 
Entering Unmasked Estep 
Score: -2638796.250000 Penalty: 4959.989746
	Iteration 4Q: 3 clusters Score -2638796 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -2639292.250000 Penalty: 4959.989746
	Iteration 5Q: 3 clusters Score -2639292 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -2639936.750000 Penalty: 4959.989746
	Iteration 6F: 3 clusters Score -2639937 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -2640711.750000 Penalty: 4959.989746
	Iteration 7F: 3 clusters Score -2640712 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -2641643.500000 Penalty: 4959.989746
	Iteration 8F: 3 clusters Score -2641644 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -2642703.500000 Penalty: 4959.989746
	Iteration 9F: 3 clusters Score -2642704 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -2643607.000000 Penalty: 4959.989746
	Iteration 10F: 3 clusters Score -2643607 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 20168 members 
Entering Unmasked Estep 
Score: -2644248.500000 Penalty: 4959.989746
	Iteration 11Q: 3 clusters Score -2644248 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -2644715.000000 Penalty: 4959.989746
	Iteration 12Q: 3 clusters Score -2644715 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -2644931.500000 Penalty: 4959.989746
	Iteration 13Q: 3 clusters Score -2644932 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -2645071.500000 Penalty: 4959.989746
	Iteration 14Q: 3 clusters Score -2645072 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -2645175.500000 Penalty: 4959.989746
	Iteration 15Q: 3 clusters Score -2645176 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -2645234.500000 Penalty: 4959.989746
	Iteration 16Q: 3 clusters Score -2645234 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -2645276.500000 Penalty: 4959.989746
	Iteration 17Q: 3 clusters Score -2645276 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -2645303.250000 Penalty: 4959.989746
	Iteration 18Q: 3 clusters Score -2645303 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -2645329.750000 Penalty: 4959.989746
	Iteration 19Q: 3 clusters Score -2645330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -2645340.500000 Penalty: 4959.989746
	Iteration 20F: 3 clusters Score -2645340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -2645355.000000 Penalty: 4959.989746
	Iteration 21Q: 3 clusters Score -2645355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -2645370.750000 Penalty: 4959.989746
	Iteration 22Q: 3 clusters Score -2645371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -2645378.250000 Penalty: 4959.989746
	Iteration 23Q: 3 clusters Score -2645378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -2645383.500000 Penalty: 4959.989746
	Iteration 24Q: 3 clusters Score -2645384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -2645388.000000 Penalty: 4959.989746
	Iteration 25Q: 3 clusters Score -2645388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -2645387.500000 Penalty: 4959.989746
	Iteration 26Q: 3 clusters Score -2645388 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -2645387.000000 Penalty: 4959.989746
	Iteration 27Q: 3 clusters Score -2645387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -2645387.000000 Penalty: 4959.989746
	Iteration 28F: 3 clusters Score -2645387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Entering Unmasked Estep 
Score: -1556804.500000 Penalty: 2338.131348
	Iteration 0F: 2 clusters Score -1556804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1547650.375000 Penalty: 4676.262695
	Iteration 0F: 3 clusters Score -1547650 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1550332.375000 Penalty: 4676.262695
	Iteration 1F: 3 clusters Score -1550332 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1550626.750000 Penalty: 4676.262695
	Iteration 2F: 3 clusters Score -1550627 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1550828.500000 Penalty: 4676.262695
	Iteration 3Q: 3 clusters Score -1550828 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1550972.875000 Penalty: 4676.262695
	Iteration 4Q: 3 clusters Score -1550973 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1551099.250000 Penalty: 4676.262695
	Iteration 5Q: 3 clusters Score -1551099 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1551214.750000 Penalty: 4676.262695
	Iteration 6Q: 3 clusters Score -1551215 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1551344.250000 Penalty: 4676.262695
	Iteration 7Q: 3 clusters Score -1551344 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1551474.750000 Penalty: 4676.262695
	Iteration 8Q: 3 clusters Score -1551475 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1551613.625000 Penalty: 4676.262695
	Iteration 9Q: 3 clusters Score -1551614 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1551771.250000 Penalty: 4676.262695
	Iteration 10Q: 3 clusters Score -1551771 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1551965.250000 Penalty: 4676.262695
	Iteration 11Q: 3 clusters Score -1551965 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1552215.875000 Penalty: 4676.262695
	Iteration 12Q: 3 clusters Score -1552216 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1552536.000000 Penalty: 4676.262695
	Iteration 13Q: 3 clusters Score -1552536 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1552867.375000 Penalty: 4676.262695
	Iteration 14Q: 3 clusters Score -1552867 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1553168.500000 Penalty: 4676.262695
	Iteration 15Q: 3 clusters Score -1553168 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1553456.000000 Penalty: 4676.262695
	Iteration 16Q: 3 clusters Score -1553456 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1553730.250000 Penalty: 4676.262695
	Iteration 17Q: 3 clusters Score -1553730 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1553983.375000 Penalty: 4676.262695
	Iteration 18Q: 3 clusters Score -1553983 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1554193.875000 Penalty: 4676.262695
	Iteration 19Q: 3 clusters Score -1554194 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1554334.250000 Penalty: 4676.262695
	Iteration 20F: 3 clusters Score -1554334 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1554437.250000 Penalty: 4676.262695
	Iteration 21Q: 3 clusters Score -1554437 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1554511.875000 Penalty: 4676.262695
	Iteration 22Q: 3 clusters Score -1554512 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1554571.375000 Penalty: 4676.262695
	Iteration 23Q: 3 clusters Score -1554571 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1554615.125000 Penalty: 4676.262695
	Iteration 24Q: 3 clusters Score -1554615 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1554670.000000 Penalty: 4676.262695
	Iteration 25Q: 3 clusters Score -1554670 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1554700.000000 Penalty: 4676.262695
	Iteration 26Q: 3 clusters Score -1554700 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1554728.625000 Penalty: 4676.262695
	Iteration 27Q: 3 clusters Score -1554729 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1554758.000000 Penalty: 4676.262695
	Iteration 28Q: 3 clusters Score -1554758 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1554774.125000 Penalty: 4676.262695
	Iteration 29Q: 3 clusters Score -1554774 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1554794.125000 Penalty: 4676.262695
	Iteration 30Q: 3 clusters Score -1554794 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1554811.250000 Penalty: 4676.262695
	Iteration 31Q: 3 clusters Score -1554811 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1554818.500000 Penalty: 4676.262695
	Iteration 32Q: 3 clusters Score -1554818 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1554828.500000 Penalty: 4676.262695
	Iteration 33Q: 3 clusters Score -1554828 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1554832.875000 Penalty: 4676.262695
	Iteration 34Q: 3 clusters Score -1554833 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1554840.000000 Penalty: 4676.262695
	Iteration 35Q: 3 clusters Score -1554840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1554842.125000 Penalty: 4676.262695
	Iteration 36Q: 3 clusters Score -1554842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1554845.875000 Penalty: 4676.262695
	Iteration 37Q: 3 clusters Score -1554846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1554849.625000 Penalty: 4676.262695
	Iteration 38Q: 3 clusters Score -1554850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1554851.625000 Penalty: 4676.262695
	Iteration 39Q: 3 clusters Score -1554852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1554853.750000 Penalty: 4676.262695
	Iteration 40F: 3 clusters Score -1554854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1554856.750000 Penalty: 4676.262695
	Iteration 41Q: 3 clusters Score -1554857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1554856.000000 Penalty: 4676.262695
	Iteration 42Q: 3 clusters Score -1554856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1554858.250000 Penalty: 4676.262695
	Iteration 43Q: 3 clusters Score -1554858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1554863.500000 Penalty: 4676.262695
	Iteration 44Q: 3 clusters Score -1554864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1554867.875000 Penalty: 4676.262695
	Iteration 45Q: 3 clusters Score -1554868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -1554872.375000 Penalty: 4676.262695
	Iteration 46Q: 3 clusters Score -1554872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1554870.875000 Penalty: 4676.262695
	Iteration 47Q: 3 clusters Score -1554871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1554869.750000 Penalty: 4676.262695
	Iteration 48Q: 3 clusters Score -1554870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1554871.250000 Penalty: 4676.262695
	Iteration 49Q: 3 clusters Score -1554871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1554874.125000 Penalty: 4676.262695
	Iteration 50Q: 3 clusters Score -1554874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1554874.875000 Penalty: 4676.262695
	Iteration 51Q: 3 clusters Score -1554875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1554877.000000 Penalty: 4676.262695
	Iteration 52Q: 3 clusters Score -1554877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1554881.000000 Penalty: 4676.262695
	Iteration 53Q: 3 clusters Score -1554881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1554880.375000 Penalty: 4676.262695
	Iteration 54Q: 3 clusters Score -1554880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1554883.500000 Penalty: 4676.262695
	Iteration 55Q: 3 clusters Score -1554884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1554883.500000 Penalty: 4676.262695
	Iteration 56F: 3 clusters Score -1554884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -82052.640625 Penalty: 1625.021973
	Iteration 0F: 2 clusters Score -82052.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -80392.125000 Penalty: 3250.043945
	Iteration 0F: 3 clusters Score -80392.12 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -80579.039062 Penalty: 3250.043945
	Iteration 1F: 3 clusters Score -80579.04 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -80644.656250 Penalty: 3250.043945
	Iteration 2F: 3 clusters Score -80644.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -80691.789062 Penalty: 3250.043945
	Iteration 3Q: 3 clusters Score -80691.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -80709.148438 Penalty: 3250.043945
	Iteration 4Q: 3 clusters Score -80709.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -80724.281250 Penalty: 3250.043945
	Iteration 5Q: 3 clusters Score -80724.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -80731.015625 Penalty: 3250.043945
	Iteration 6Q: 3 clusters Score -80731.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -80735.843750 Penalty: 3250.043945
	Iteration 7Q: 3 clusters Score -80735.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -80745.359375 Penalty: 3250.043945
	Iteration 8Q: 3 clusters Score -80745.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -80753.226562 Penalty: 3250.043945
	Iteration 9Q: 3 clusters Score -80753.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -80757.523438 Penalty: 3250.043945
	Iteration 10Q: 3 clusters Score -80757.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -80757.523438 Penalty: 3250.043945
	Iteration 11F: 3 clusters Score -80757.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Entering Unmasked Estep 
Score: -120329.195312 Penalty: 1723.802002
	Iteration 0F: 2 clusters Score -120329.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -118409.492188 Penalty: 3447.604004
	Iteration 0F: 3 clusters Score -118409.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -118836.703125 Penalty: 3447.604004
	Iteration 1F: 3 clusters Score -118836.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -118962.859375 Penalty: 3447.604004
	Iteration 2F: 3 clusters Score -118962.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -119029.882812 Penalty: 3447.604004
	Iteration 3Q: 3 clusters Score -119029.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -119069.546875 Penalty: 3447.604004
	Iteration 4Q: 3 clusters Score -119069.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -119096.289062 Penalty: 3447.604004
	Iteration 5Q: 3 clusters Score -119096.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -119110.046875 Penalty: 3447.604004
	Iteration 6Q: 3 clusters Score -119110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -119121.742188 Penalty: 3447.604004
	Iteration 7Q: 3 clusters Score -119121.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -119135.984375 Penalty: 3447.604004
	Iteration 8Q: 3 clusters Score -119136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -119149.031250 Penalty: 3447.604004
	Iteration 9Q: 3 clusters Score -119149 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -119158.554688 Penalty: 3447.604004
	Iteration 10Q: 3 clusters Score -119158.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -119171.648438 Penalty: 3447.604004
	Iteration 11Q: 3 clusters Score -119171.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -119180.750000 Penalty: 3447.604004
	Iteration 12Q: 3 clusters Score -119180.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -119188.492188 Penalty: 3447.604004
	Iteration 13Q: 3 clusters Score -119188.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -119192.812500 Penalty: 3447.604004
	Iteration 14Q: 3 clusters Score -119192.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -119194.078125 Penalty: 3447.604004
	Iteration 15Q: 3 clusters Score -119194.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -119194.609375 Penalty: 3447.604004
	Iteration 16Q: 3 clusters Score -119194.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -119195.742188 Penalty: 3447.604004
	Iteration 17Q: 3 clusters Score -119195.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -119199.867188 Penalty: 3447.604004
	Iteration 18Q: 3 clusters Score -119199.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -119201.843750 Penalty: 3447.604004
	Iteration 19Q: 3 clusters Score -119201.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -119205.156250 Penalty: 3447.604004
	Iteration 20F: 3 clusters Score -119205.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -119209.218750 Penalty: 3447.604004
	Iteration 21Q: 3 clusters Score -119209.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -119214.796875 Penalty: 3447.604004
	Iteration 22Q: 3 clusters Score -119214.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -119221.398438 Penalty: 3447.604004
	Iteration 23Q: 3 clusters Score -119221.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -119225.023438 Penalty: 3447.604004
	Iteration 24Q: 3 clusters Score -119225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -119226.445312 Penalty: 3447.604004
	Iteration 25Q: 3 clusters Score -119226.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -119228.390625 Penalty: 3447.604004
	Iteration 26Q: 3 clusters Score -119228.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -119228.390625 Penalty: 3447.604004
	Iteration 27F: 3 clusters Score -119228.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Entering Unmasked Estep 
Score: -731178.375000 Penalty: 2148.429932
	Iteration 0F: 2 clusters Score -731178.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -726156.812500 Penalty: 4296.859863
	Iteration 0F: 3 clusters Score -726156.8 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -727398.187500 Penalty: 4296.859863
	Iteration 1F: 3 clusters Score -727398.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -727649.187500 Penalty: 4296.859863
	Iteration 2F: 3 clusters Score -727649.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -727777.375000 Penalty: 4296.859863
	Iteration 3Q: 3 clusters Score -727777.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -727853.687500 Penalty: 4296.859863
	Iteration 4Q: 3 clusters Score -727853.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -727921.500000 Penalty: 4296.859863
	Iteration 5Q: 3 clusters Score -727921.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -727976.562500 Penalty: 4296.859863
	Iteration 6Q: 3 clusters Score -727976.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -728020.000000 Penalty: 4296.859863
	Iteration 7Q: 3 clusters Score -728020 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -728058.812500 Penalty: 4296.859863
	Iteration 8Q: 3 clusters Score -728058.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -728081.062500 Penalty: 4296.859863
	Iteration 9Q: 3 clusters Score -728081.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -728101.000000 Penalty: 4296.859863
	Iteration 10Q: 3 clusters Score -728101 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -728119.875000 Penalty: 4296.859863
	Iteration 11Q: 3 clusters Score -728119.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -728136.937500 Penalty: 4296.859863
	Iteration 12Q: 3 clusters Score -728136.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -728150.125000 Penalty: 4296.859863
	Iteration 13Q: 3 clusters Score -728150.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -728167.062500 Penalty: 4296.859863
	Iteration 14Q: 3 clusters Score -728167.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -728180.500000 Penalty: 4296.859863
	Iteration 15Q: 3 clusters Score -728180.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -728191.437500 Penalty: 4296.859863
	Iteration 16Q: 3 clusters Score -728191.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -728204.500000 Penalty: 4296.859863
	Iteration 17Q: 3 clusters Score -728204.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -728217.687500 Penalty: 4296.859863
	Iteration 18Q: 3 clusters Score -728217.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -728226.750000 Penalty: 4296.859863
	Iteration 19Q: 3 clusters Score -728226.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -728236.312500 Penalty: 4296.859863
	Iteration 20F: 3 clusters Score -728236.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -728246.125000 Penalty: 4296.859863
	Iteration 21Q: 3 clusters Score -728246.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -728252.437500 Penalty: 4296.859863
	Iteration 22Q: 3 clusters Score -728252.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -728258.375000 Penalty: 4296.859863
	Iteration 23Q: 3 clusters Score -728258.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -728268.875000 Penalty: 4296.859863
	Iteration 24Q: 3 clusters Score -728268.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -728274.875000 Penalty: 4296.859863
	Iteration 25Q: 3 clusters Score -728274.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -728279.125000 Penalty: 4296.859863
	Iteration 26Q: 3 clusters Score -728279.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -728285.187500 Penalty: 4296.859863
	Iteration 27Q: 3 clusters Score -728285.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -728288.375000 Penalty: 4296.859863
	Iteration 28Q: 3 clusters Score -728288.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -728292.812500 Penalty: 4296.859863
	Iteration 29Q: 3 clusters Score -728292.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -728298.500000 Penalty: 4296.859863
	Iteration 30Q: 3 clusters Score -728298.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -728305.062500 Penalty: 4296.859863
	Iteration 31Q: 3 clusters Score -728305.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -728310.937500 Penalty: 4296.859863
	Iteration 32Q: 3 clusters Score -728310.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -728315.937500 Penalty: 4296.859863
	Iteration 33Q: 3 clusters Score -728315.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -728320.375000 Penalty: 4296.859863
	Iteration 34Q: 3 clusters Score -728320.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -728323.625000 Penalty: 4296.859863
	Iteration 35Q: 3 clusters Score -728323.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -728327.750000 Penalty: 4296.859863
	Iteration 36Q: 3 clusters Score -728327.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -728332.562500 Penalty: 4296.859863
	Iteration 37Q: 3 clusters Score -728332.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -728335.937500 Penalty: 4296.859863
	Iteration 38Q: 3 clusters Score -728335.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -728342.625000 Penalty: 4296.859863
	Iteration 39Q: 3 clusters Score -728342.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -728347.625000 Penalty: 4296.859863
	Iteration 40F: 3 clusters Score -728347.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -728353.625000 Penalty: 4296.859863
	Iteration 41Q: 3 clusters Score -728353.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -728357.812500 Penalty: 4296.859863
	Iteration 42Q: 3 clusters Score -728357.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -728364.875000 Penalty: 4296.859863
	Iteration 43Q: 3 clusters Score -728364.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -728371.812500 Penalty: 4296.859863
	Iteration 44Q: 3 clusters Score -728371.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -728379.687500 Penalty: 4296.859863
	Iteration 45Q: 3 clusters Score -728379.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -728388.625000 Penalty: 4296.859863
	Iteration 46Q: 3 clusters Score -728388.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -728398.625000 Penalty: 4296.859863
	Iteration 47Q: 3 clusters Score -728398.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -728410.875000 Penalty: 4296.859863
	Iteration 48Q: 3 clusters Score -728410.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -728421.562500 Penalty: 4296.859863
	Iteration 49Q: 3 clusters Score -728421.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -728432.500000 Penalty: 4296.859863
	Iteration 50Q: 3 clusters Score -728432.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -728444.687500 Penalty: 4296.859863
	Iteration 51Q: 3 clusters Score -728444.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -728461.312500 Penalty: 4296.859863
	Iteration 52Q: 3 clusters Score -728461.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -728476.000000 Penalty: 4296.859863
	Iteration 53Q: 3 clusters Score -728476 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -728496.750000 Penalty: 4296.859863
	Iteration 54Q: 3 clusters Score -728496.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -728509.625000 Penalty: 4296.859863
	Iteration 55Q: 3 clusters Score -728509.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -728520.312500 Penalty: 4296.859863
	Iteration 56Q: 3 clusters Score -728520.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -728530.687500 Penalty: 4296.859863
	Iteration 57Q: 3 clusters Score -728530.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -728540.062500 Penalty: 4296.859863
	Iteration 58Q: 3 clusters Score -728540.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -728557.250000 Penalty: 4296.859863
	Iteration 59Q: 3 clusters Score -728557.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -728570.812500 Penalty: 4296.859863
	Iteration 60F: 3 clusters Score -728570.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -728588.312500 Penalty: 4296.859863
	Iteration 61Q: 3 clusters Score -728588.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -728604.750000 Penalty: 4296.859863
	Iteration 62Q: 3 clusters Score -728604.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -728618.000000 Penalty: 4296.859863
	Iteration 63Q: 3 clusters Score -728618 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -728638.437500 Penalty: 4296.859863
	Iteration 64Q: 3 clusters Score -728638.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -728659.875000 Penalty: 4296.859863
	Iteration 65Q: 3 clusters Score -728659.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -728688.000000 Penalty: 4296.859863
	Iteration 66Q: 3 clusters Score -728688 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -728720.625000 Penalty: 4296.859863
	Iteration 67Q: 3 clusters Score -728720.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -728756.062500 Penalty: 4296.859863
	Iteration 68Q: 3 clusters Score -728756.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -728792.437500 Penalty: 4296.859863
	Iteration 69Q: 3 clusters Score -728792.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -728830.500000 Penalty: 4296.859863
	Iteration 70Q: 3 clusters Score -728830.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -728862.500000 Penalty: 4296.859863
	Iteration 71Q: 3 clusters Score -728862.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -728892.750000 Penalty: 4296.859863
	Iteration 72Q: 3 clusters Score -728892.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -728926.875000 Penalty: 4296.859863
	Iteration 73Q: 3 clusters Score -728926.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -728952.125000 Penalty: 4296.859863
	Iteration 74Q: 3 clusters Score -728952.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -728987.312500 Penalty: 4296.859863
	Iteration 75Q: 3 clusters Score -728987.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -729018.375000 Penalty: 4296.859863
	Iteration 76Q: 3 clusters Score -729018.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -729046.187500 Penalty: 4296.859863
	Iteration 77Q: 3 clusters Score -729046.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -729067.250000 Penalty: 4296.859863
	Iteration 78Q: 3 clusters Score -729067.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -729089.062500 Penalty: 4296.859863
	Iteration 79Q: 3 clusters Score -729089.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -729111.625000 Penalty: 4296.859863
	Iteration 80F: 3 clusters Score -729111.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -729125.000000 Penalty: 4296.859863
	Iteration 81Q: 3 clusters Score -729125 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -729139.750000 Penalty: 4296.859863
	Iteration 82Q: 3 clusters Score -729139.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -729151.000000 Penalty: 4296.859863
	Iteration 83Q: 3 clusters Score -729151 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -729164.062500 Penalty: 4296.859863
	Iteration 84Q: 3 clusters Score -729164.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -729174.500000 Penalty: 4296.859863
	Iteration 85Q: 3 clusters Score -729174.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -729184.437500 Penalty: 4296.859863
	Iteration 86Q: 3 clusters Score -729184.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -729193.125000 Penalty: 4296.859863
	Iteration 87Q: 3 clusters Score -729193.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -729205.125000 Penalty: 4296.859863
	Iteration 88Q: 3 clusters Score -729205.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -729218.312500 Penalty: 4296.859863
	Iteration 89Q: 3 clusters Score -729218.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -729225.687500 Penalty: 4296.859863
	Iteration 90Q: 3 clusters Score -729225.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -729230.062500 Penalty: 4296.859863
	Iteration 91Q: 3 clusters Score -729230.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -729232.687500 Penalty: 4296.859863
	Iteration 92Q: 3 clusters Score -729232.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -729237.000000 Penalty: 4296.859863
	Iteration 93Q: 3 clusters Score -729237 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -729239.125000 Penalty: 4296.859863
	Iteration 94Q: 3 clusters Score -729239.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -729242.750000 Penalty: 4296.859863
	Iteration 95Q: 3 clusters Score -729242.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -729244.625000 Penalty: 4296.859863
	Iteration 96Q: 3 clusters Score -729244.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -729248.312500 Penalty: 4296.859863
	Iteration 97Q: 3 clusters Score -729248.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -729249.625000 Penalty: 4296.859863
	Iteration 98Q: 3 clusters Score -729249.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -729252.375000 Penalty: 4296.859863
	Iteration 99Q: 3 clusters Score -729252.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -729252.000000 Penalty: 4296.859863
	Iteration 100F: 3 clusters Score -729252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -729254.937500 Penalty: 4296.859863
	Iteration 101Q: 3 clusters Score -729254.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -729255.687500 Penalty: 4296.859863
	Iteration 102Q: 3 clusters Score -729255.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -729257.437500 Penalty: 4296.859863
	Iteration 103Q: 3 clusters Score -729257.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -729257.437500 Penalty: 4296.859863
	Iteration 104F: 3 clusters Score -729257.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Entering Unmasked Estep 
Score: -1959926.750000 Penalty: 2394.557617
	Iteration 0F: 2 clusters Score -1959927 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 7736 members 
Entering Unmasked Estep 
Score: -1948740.375000 Penalty: 4789.115234
	Iteration 0F: 3 clusters Score -1948740 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1952380.000000 Penalty: 4789.115234
	Iteration 1F: 3 clusters Score -1952380 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1952758.250000 Penalty: 4789.115234
	Iteration 2F: 3 clusters Score -1952758 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1953079.750000 Penalty: 4789.115234
	Iteration 3F: 3 clusters Score -1953080 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1953385.875000 Penalty: 4789.115234
	Iteration 4Q: 3 clusters Score -1953386 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1953715.125000 Penalty: 4789.115234
	Iteration 5Q: 3 clusters Score -1953715 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1954117.500000 Penalty: 4789.115234
	Iteration 6Q: 3 clusters Score -1954118 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1954593.875000 Penalty: 4789.115234
	Iteration 7F: 3 clusters Score -1954594 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1955183.875000 Penalty: 4789.115234
	Iteration 8F: 3 clusters Score -1955184 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1955798.625000 Penalty: 4789.115234
	Iteration 9F: 3 clusters Score -1955799 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1956395.375000 Penalty: 4789.115234
	Iteration 10F: 3 clusters Score -1956395 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1956958.750000 Penalty: 4789.115234
	Iteration 11Q: 3 clusters Score -1956959 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1957404.125000 Penalty: 4789.115234
	Iteration 12Q: 3 clusters Score -1957404 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1957684.875000 Penalty: 4789.115234
	Iteration 13Q: 3 clusters Score -1957685 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1957820.875000 Penalty: 4789.115234
	Iteration 14Q: 3 clusters Score -1957821 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1957901.375000 Penalty: 4789.115234
	Iteration 15Q: 3 clusters Score -1957901 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1957958.250000 Penalty: 4789.115234
	Iteration 16Q: 3 clusters Score -1957958 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1957990.625000 Penalty: 4789.115234
	Iteration 17Q: 3 clusters Score -1957991 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1958011.250000 Penalty: 4789.115234
	Iteration 18Q: 3 clusters Score -1958011 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1958037.500000 Penalty: 4789.115234
	Iteration 19Q: 3 clusters Score -1958038 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1958052.500000 Penalty: 4789.115234
	Iteration 20F: 3 clusters Score -1958052 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1958058.125000 Penalty: 4789.115234
	Iteration 21Q: 3 clusters Score -1958058 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1958076.375000 Penalty: 4789.115234
	Iteration 22Q: 3 clusters Score -1958076 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1958084.875000 Penalty: 4789.115234
	Iteration 23Q: 3 clusters Score -1958085 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1958088.125000 Penalty: 4789.115234
	Iteration 24Q: 3 clusters Score -1958088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1958097.375000 Penalty: 4789.115234
	Iteration 25Q: 3 clusters Score -1958097 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1958106.375000 Penalty: 4789.115234
	Iteration 26Q: 3 clusters Score -1958106 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1958113.125000 Penalty: 4789.115234
	Iteration 27Q: 3 clusters Score -1958113 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1958115.125000 Penalty: 4789.115234
	Iteration 28Q: 3 clusters Score -1958115 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13856 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1958118.625000 Penalty: 4789.115234
	Iteration 29Q: 3 clusters Score -1958119 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1958120.500000 Penalty: 4789.115234
	Iteration 30Q: 3 clusters Score -1958120 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1958130.625000 Penalty: 4789.115234
	Iteration 31Q: 3 clusters Score -1958131 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -1958129.250000 Penalty: 4789.115234
	Iteration 32Q: 3 clusters Score -1958129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1958133.375000 Penalty: 4789.115234
	Iteration 33Q: 3 clusters Score -1958133 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1958137.500000 Penalty: 4789.115234
	Iteration 34Q: 3 clusters Score -1958138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1958140.000000 Penalty: 4789.115234
	Iteration 35Q: 3 clusters Score -1958140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1958139.625000 Penalty: 4789.115234
	Iteration 36Q: 3 clusters Score -1958140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1958139.125000 Penalty: 4789.115234
	Iteration 37Q: 3 clusters Score -1958139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1958141.500000 Penalty: 4789.115234
	Iteration 38Q: 3 clusters Score -1958142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1958146.500000 Penalty: 4789.115234
	Iteration 39Q: 3 clusters Score -1958146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1958144.625000 Penalty: 4789.115234
	Iteration 40F: 3 clusters Score -1958145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1958147.875000 Penalty: 4789.115234
	Iteration 41Q: 3 clusters Score -1958148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1958151.250000 Penalty: 4789.115234
	Iteration 42Q: 3 clusters Score -1958151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1958150.625000 Penalty: 4789.115234
	Iteration 43Q: 3 clusters Score -1958151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1958152.750000 Penalty: 4789.115234
	Iteration 44Q: 3 clusters Score -1958153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1958158.125000 Penalty: 4789.115234
	Iteration 45Q: 3 clusters Score -1958158 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1958155.500000 Penalty: 4789.115234
	Iteration 46Q: 3 clusters Score -1958156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1958161.250000 Penalty: 4789.115234
	Iteration 47Q: 3 clusters Score -1958161 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1958171.625000 Penalty: 4789.115234
	Iteration 48Q: 3 clusters Score -1958172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1958174.375000 Penalty: 4789.115234
	Iteration 49Q: 3 clusters Score -1958174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1958177.000000 Penalty: 4789.115234
	Iteration 50Q: 3 clusters Score -1958177 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1958182.375000 Penalty: 4789.115234
	Iteration 51Q: 3 clusters Score -1958182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1958185.875000 Penalty: 4789.115234
	Iteration 52Q: 3 clusters Score -1958186 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1958186.375000 Penalty: 4789.115234
	Iteration 53Q: 3 clusters Score -1958186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1958187.125000 Penalty: 4789.115234
	Iteration 54Q: 3 clusters Score -1958187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1958189.250000 Penalty: 4789.115234
	Iteration 55Q: 3 clusters Score -1958189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1958189.375000 Penalty: 4789.115234
	Iteration 56Q: 3 clusters Score -1958189 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1958192.625000 Penalty: 4789.115234
	Iteration 57Q: 3 clusters Score -1958193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1958191.125000 Penalty: 4789.115234
	Iteration 58Q: 3 clusters Score -1958191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14166 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1958195.500000 Penalty: 4789.115234
	Iteration 59Q: 3 clusters Score -1958196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1958197.750000 Penalty: 4789.115234
	Iteration 60F: 3 clusters Score -1958198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1958202.125000 Penalty: 4789.115234
	Iteration 61Q: 3 clusters Score -1958202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1958199.000000 Penalty: 4789.115234
	Iteration 62Q: 3 clusters Score -1958199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1958199.875000 Penalty: 4789.115234
	Iteration 63Q: 3 clusters Score -1958200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1958199.875000 Penalty: 4789.115234
	Iteration 64F: 3 clusters Score -1958200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44104 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44104 members 
Entering Unmasked Estep 
Score: -5567648.500000 Penalty: 2652.187744
	Iteration 0F: 2 clusters Score -5567648 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -5537935.500000 Penalty: 5304.375488
	Iteration 0F: 3 clusters Score -5537936 nChanged 20249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -5548831.000000 Penalty: 5304.375488
	Iteration 1F: 3 clusters Score -5548831 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -5549292.500000 Penalty: 5304.375488
	Iteration 2Q: 3 clusters Score -5549292 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 21902 members 
Entering Unmasked Estep 
Score: -5549763.000000 Penalty: 5304.375488
	Iteration 3Q: 3 clusters Score -5549763 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22222 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -5550163.000000 Penalty: 5304.375488
	Iteration 4Q: 3 clusters Score -5550163 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -5550520.000000 Penalty: 5304.375488
	Iteration 5Q: 3 clusters Score -5550520 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22417 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -5550860.500000 Penalty: 5304.375488
	Iteration 6Q: 3 clusters Score -5550860 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -5551202.000000 Penalty: 5304.375488
	Iteration 7Q: 3 clusters Score -5551202 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -5551573.000000 Penalty: 5304.375488
	Iteration 8Q: 3 clusters Score -5551573 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -5552053.000000 Penalty: 5304.375488
	Iteration 9Q: 3 clusters Score -5552053 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -5552441.500000 Penalty: 5304.375488
	Iteration 10Q: 3 clusters Score -5552442 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -5552979.000000 Penalty: 5304.375488
	Iteration 11Q: 3 clusters Score -5552979 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 19742 members 
Entering Unmasked Estep 
Score: -5553629.500000 Penalty: 5304.375488
	Iteration 12Q: 3 clusters Score -5553630 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -5554359.500000 Penalty: 5304.375488
	Iteration 13Q: 3 clusters Score -5554360 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -5555317.500000 Penalty: 5304.375488
	Iteration 14Q: 3 clusters Score -5555318 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -5556494.500000 Penalty: 5304.375488
	Iteration 15Q: 3 clusters Score -5556494 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27834 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -5557611.000000 Penalty: 5304.375488
	Iteration 16Q: 3 clusters Score -5557611 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -5558449.500000 Penalty: 5304.375488
	Iteration 17Q: 3 clusters Score -5558450 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29458 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -5558946.500000 Penalty: 5304.375488
	Iteration 18Q: 3 clusters Score -5558946 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -5559327.000000 Penalty: 5304.375488
	Iteration 19Q: 3 clusters Score -5559327 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -5559594.500000 Penalty: 5304.375488
	Iteration 20F: 3 clusters Score -5559594 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31808 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -5559875.500000 Penalty: 5304.375488
	Iteration 21Q: 3 clusters Score -5559876 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -5560168.000000 Penalty: 5304.375488
	Iteration 22Q: 3 clusters Score -5560168 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33430 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -5560429.500000 Penalty: 5304.375488
	Iteration 23Q: 3 clusters Score -5560430 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -5560707.000000 Penalty: 5304.375488
	Iteration 24Q: 3 clusters Score -5560707 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -5561025.000000 Penalty: 5304.375488
	Iteration 25Q: 3 clusters Score -5561025 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -5561393.000000 Penalty: 5304.375488
	Iteration 26Q: 3 clusters Score -5561393 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36718 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -5561771.000000 Penalty: 5304.375488
	Iteration 27Q: 3 clusters Score -5561771 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37540 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -5562124.000000 Penalty: 5304.375488
	Iteration 28Q: 3 clusters Score -5562124 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38355 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -5562534.500000 Penalty: 5304.375488
	Iteration 29Q: 3 clusters Score -5562534 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39131 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -5562959.000000 Penalty: 5304.375488
	Iteration 30Q: 3 clusters Score -5562959 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -5563296.500000 Penalty: 5304.375488
	Iteration 31Q: 3 clusters Score -5563296 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40372 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -5563596.500000 Penalty: 5304.375488
	Iteration 32Q: 3 clusters Score -5563596 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40889 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -5563869.500000 Penalty: 5304.375488
	Iteration 33Q: 3 clusters Score -5563870 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41342 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -5564150.500000 Penalty: 5304.375488
	Iteration 34Q: 3 clusters Score -5564150 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41721 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -5564363.500000 Penalty: 5304.375488
	Iteration 35Q: 3 clusters Score -5564364 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42045 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -5564597.000000 Penalty: 5304.375488
	Iteration 36Q: 3 clusters Score -5564597 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42300 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -5564759.500000 Penalty: 5304.375488
	Iteration 37Q: 3 clusters Score -5564760 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42508 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -5564910.000000 Penalty: 5304.375488
	Iteration 38Q: 3 clusters Score -5564910 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42673 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -5565025.500000 Penalty: 5304.375488
	Iteration 39Q: 3 clusters Score -5565026 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -5565113.000000 Penalty: 5304.375488
	Iteration 40F: 3 clusters Score -5565113 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42881 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -5565186.000000 Penalty: 5304.375488
	Iteration 41Q: 3 clusters Score -5565186 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42954 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -5565241.000000 Penalty: 5304.375488
	Iteration 42Q: 3 clusters Score -5565241 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43013 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -5565270.000000 Penalty: 5304.375488
	Iteration 43Q: 3 clusters Score -5565270 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43055 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -5565297.000000 Penalty: 5304.375488
	Iteration 44Q: 3 clusters Score -5565297 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43097 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -5565310.000000 Penalty: 5304.375488
	Iteration 45Q: 3 clusters Score -5565310 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43131 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -5565343.000000 Penalty: 5304.375488
	Iteration 46Q: 3 clusters Score -5565343 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43156 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -5565366.000000 Penalty: 5304.375488
	Iteration 47Q: 3 clusters Score -5565366 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43179 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -5565375.500000 Penalty: 5304.375488
	Iteration 48Q: 3 clusters Score -5565376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43198 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -5565386.000000 Penalty: 5304.375488
	Iteration 49Q: 3 clusters Score -5565386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43210 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -5565395.500000 Penalty: 5304.375488
	Iteration 50Q: 3 clusters Score -5565396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43222 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -5565398.000000 Penalty: 5304.375488
	Iteration 51Q: 3 clusters Score -5565398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43228 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -5565403.500000 Penalty: 5304.375488
	Iteration 52Q: 3 clusters Score -5565404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43238 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -5565404.500000 Penalty: 5304.375488
	Iteration 53Q: 3 clusters Score -5565404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43250 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -5565401.500000 Penalty: 5304.375488
	Iteration 54Q: 3 clusters Score -5565402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43256 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -5565407.500000 Penalty: 5304.375488
	Iteration 55Q: 3 clusters Score -5565408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43266 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -5565412.000000 Penalty: 5304.375488
	Iteration 56Q: 3 clusters Score -5565412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43277 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -5565415.000000 Penalty: 5304.375488
	Iteration 57Q: 3 clusters Score -5565415 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43288 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -5565424.000000 Penalty: 5304.375488
	Iteration 58Q: 3 clusters Score -5565424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43292 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -5565430.000000 Penalty: 5304.375488
	Iteration 59Q: 3 clusters Score -5565430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43298 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -5565430.000000 Penalty: 5304.375488
	Iteration 60F: 3 clusters Score -5565430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43306 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -5565430.000000 Penalty: 5304.375488
	Iteration 61Q: 3 clusters Score -5565430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43313 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -5565433.000000 Penalty: 5304.375488
	Iteration 62Q: 3 clusters Score -5565433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43321 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -5565434.500000 Penalty: 5304.375488
	Iteration 63Q: 3 clusters Score -5565434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43328 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -5565442.000000 Penalty: 5304.375488
	Iteration 64Q: 3 clusters Score -5565442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43333 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -5565453.000000 Penalty: 5304.375488
	Iteration 65Q: 3 clusters Score -5565453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43334 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -5565447.000000 Penalty: 5304.375488
	Iteration 66Q: 3 clusters Score -5565447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43339 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -5565454.000000 Penalty: 5304.375488
	Iteration 67Q: 3 clusters Score -5565454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43345 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5565453.500000 Penalty: 5304.375488
	Iteration 68Q: 3 clusters Score -5565454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43348 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -5565455.000000 Penalty: 5304.375488
	Iteration 69Q: 3 clusters Score -5565455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43352 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -5565458.000000 Penalty: 5304.375488
	Iteration 70Q: 3 clusters Score -5565458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43355 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -5565454.500000 Penalty: 5304.375488
	Iteration 71Q: 3 clusters Score -5565454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43357 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5565455.000000 Penalty: 5304.375488
	Iteration 72Q: 3 clusters Score -5565455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43356 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -5565458.500000 Penalty: 5304.375488
	Iteration 73Q: 3 clusters Score -5565458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43356 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -5565458.500000 Penalty: 5304.375488
	Iteration 74F: 3 clusters Score -5565458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (256464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256464 members 
Entering Unmasked Estep 
Score: -31820198.000000 Penalty: 3088.776367
	Iteration 0F: 2 clusters Score -3.18202e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128359 members 
Mstep: Class 2 contains 128105 members 
Entering Unmasked Estep 
Score: -31658412.000000 Penalty: 6177.552734
	Iteration 0F: 3 clusters Score -3.165841e+07 nChanged 123800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132071 members 
Mstep: Class 2 contains 124393 members 
Entering Unmasked Estep 
Score: -31730854.000000 Penalty: 6177.552734
	Iteration 1F: 3 clusters Score -3.173085e+07 nChanged 5976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134457 members 
Mstep: Class 2 contains 122007 members 
Entering Unmasked Estep 
Score: -31731932.000000 Penalty: 6177.552734
	Iteration 2Q: 3 clusters Score -3.173193e+07 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138142 members 
Mstep: Class 2 contains 118322 members 
Entering Unmasked Estep 
Score: -31733194.000000 Penalty: 6177.552734
	Iteration 3Q: 3 clusters Score -3.173319e+07 nChanged 7632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144070 members 
Mstep: Class 2 contains 112394 members 
Entering Unmasked Estep 
Score: -31735336.000000 Penalty: 6177.552734
	Iteration 4Q: 3 clusters Score -3.173534e+07 nChanged 10117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153257 members 
Mstep: Class 2 contains 103207 members 
Entering Unmasked Estep 
Score: -31738896.000000 Penalty: 6177.552734
	Iteration 5Q: 3 clusters Score -3.17389e+07 nChanged 14046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166987 members 
Mstep: Class 2 contains 89477 members 
Entering Unmasked Estep 
Score: -31745666.000000 Penalty: 6177.552734
	Iteration 6F: 3 clusters Score -3.174567e+07 nChanged 19355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186248 members 
Mstep: Class 2 contains 70216 members 
Entering Unmasked Estep 
Score: -31757918.000000 Penalty: 6177.552734
	Iteration 7F: 3 clusters Score -3.175792e+07 nChanged 23681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209893 members 
Mstep: Class 2 contains 46571 members 
Entering Unmasked Estep 
Score: -31776926.000000 Penalty: 6177.552734
	Iteration 8F: 3 clusters Score -3.177693e+07 nChanged 22273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232154 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -31795214.000000 Penalty: 6177.552734
	Iteration 9F: 3 clusters Score -3.179521e+07 nChanged 14779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246933 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -31808234.000000 Penalty: 6177.552734
	Iteration 10F: 3 clusters Score -3.180823e+07 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253410 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -31814340.000000 Penalty: 6177.552734
	Iteration 11Q: 3 clusters Score -3.181434e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255520 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -31816506.000000 Penalty: 6177.552734
	Iteration 12Q: 3 clusters Score -3.181651e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256037 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -31817126.000000 Penalty: 6177.552734
	Iteration 13Q: 3 clusters Score -3.181713e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256149 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -31817304.000000 Penalty: 6177.552734
	Iteration 14Q: 3 clusters Score -3.18173e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256190 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -31817410.000000 Penalty: 6177.552734
	Iteration 15Q: 3 clusters Score -3.181741e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256202 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -31817462.000000 Penalty: 6177.552734
	Iteration 16Q: 3 clusters Score -3.181746e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256212 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -31817532.000000 Penalty: 6177.552734
	Iteration 17Q: 3 clusters Score -3.181753e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256211 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -31817560.000000 Penalty: 6177.552734
	Iteration 18Q: 3 clusters Score -3.181756e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256210 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -31817554.000000 Penalty: 6177.552734
	Iteration 19Q: 3 clusters Score -3.181755e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256212 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -31817540.000000 Penalty: 6177.552734
	Iteration 20F: 3 clusters Score -3.181754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256213 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -31817556.000000 Penalty: 6177.552734
	Iteration 21Q: 3 clusters Score -3.181756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256213 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -31817552.000000 Penalty: 6177.552734
	Iteration 22Q: 3 clusters Score -3.181755e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256213 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -31817552.000000 Penalty: 6177.552734
	Iteration 23F: 3 clusters Score -3.181755e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (95306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95306 members 
Entering Unmasked Estep 
Score: -11978495.000000 Penalty: 2843.282227
	Iteration 0F: 2 clusters Score -1.19785e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47811 members 
Mstep: Class 2 contains 47495 members 
Entering Unmasked Estep 
Score: -11914657.000000 Penalty: 5686.564453
	Iteration 0F: 3 clusters Score -1.191466e+07 nChanged 45094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49187 members 
Mstep: Class 2 contains 46119 members 
Entering Unmasked Estep 
Score: -11940260.000000 Penalty: 5686.564453
	Iteration 1F: 3 clusters Score -1.194026e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50016 members 
Mstep: Class 2 contains 45290 members 
Entering Unmasked Estep 
Score: -11940811.000000 Penalty: 5686.564453
	Iteration 2Q: 3 clusters Score -1.194081e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51264 members 
Mstep: Class 2 contains 44042 members 
Entering Unmasked Estep 
Score: -11941589.000000 Penalty: 5686.564453
	Iteration 3Q: 3 clusters Score -1.194159e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53154 members 
Mstep: Class 2 contains 42152 members 
Entering Unmasked Estep 
Score: -11942740.000000 Penalty: 5686.564453
	Iteration 4Q: 3 clusters Score -1.194274e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56026 members 
Mstep: Class 2 contains 39280 members 
Entering Unmasked Estep 
Score: -11944689.000000 Penalty: 5686.564453
	Iteration 5Q: 3 clusters Score -1.194469e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60003 members 
Mstep: Class 2 contains 35303 members 
Entering Unmasked Estep 
Score: -11947789.000000 Penalty: 5686.564453
	Iteration 6F: 3 clusters Score -1.194779e+07 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65105 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -11952770.000000 Penalty: 5686.564453
	Iteration 7F: 3 clusters Score -1.195277e+07 nChanged 6674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70653 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -11958712.000000 Penalty: 5686.564453
	Iteration 8F: 3 clusters Score -1.195871e+07 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75510 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -11963638.000000 Penalty: 5686.564453
	Iteration 9F: 3 clusters Score -1.196364e+07 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79371 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -11967124.000000 Penalty: 5686.564453
	Iteration 10F: 3 clusters Score -1.196712e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82397 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -11969734.000000 Penalty: 5686.564453
	Iteration 11Q: 3 clusters Score -1.196973e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84617 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -11971434.000000 Penalty: 5686.564453
	Iteration 12Q: 3 clusters Score -1.197143e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86364 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -11972760.000000 Penalty: 5686.564453
	Iteration 13Q: 3 clusters Score -1.197276e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87721 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -11973620.000000 Penalty: 5686.564453
	Iteration 14Q: 3 clusters Score -1.197362e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88765 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -11974255.000000 Penalty: 5686.564453
	Iteration 15Q: 3 clusters Score -1.197426e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89622 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -11974712.000000 Penalty: 5686.564453
	Iteration 16Q: 3 clusters Score -1.197471e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90332 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -11975080.000000 Penalty: 5686.564453
	Iteration 17Q: 3 clusters Score -1.197508e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90901 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -11975269.000000 Penalty: 5686.564453
	Iteration 18Q: 3 clusters Score -1.197527e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91317 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -11975459.000000 Penalty: 5686.564453
	Iteration 19Q: 3 clusters Score -1.197546e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91657 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -11975569.000000 Penalty: 5686.564453
	Iteration 20F: 3 clusters Score -1.197557e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91942 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -11975636.000000 Penalty: 5686.564453
	Iteration 21Q: 3 clusters Score -1.197564e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92158 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -11975761.000000 Penalty: 5686.564453
	Iteration 22Q: 3 clusters Score -1.197576e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92338 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -11975773.000000 Penalty: 5686.564453
	Iteration 23Q: 3 clusters Score -1.197577e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92489 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -11975820.000000 Penalty: 5686.564453
	Iteration 24Q: 3 clusters Score -1.197582e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92625 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -11975877.000000 Penalty: 5686.564453
	Iteration 25Q: 3 clusters Score -1.197588e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92743 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -11975931.000000 Penalty: 5686.564453
	Iteration 26Q: 3 clusters Score -1.197593e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92843 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -11975987.000000 Penalty: 5686.564453
	Iteration 27Q: 3 clusters Score -1.197599e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92941 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -11976011.000000 Penalty: 5686.564453
	Iteration 28Q: 3 clusters Score -1.197601e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93027 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -11976034.000000 Penalty: 5686.564453
	Iteration 29Q: 3 clusters Score -1.197603e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93092 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -11976061.000000 Penalty: 5686.564453
	Iteration 30Q: 3 clusters Score -1.197606e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93139 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -11976061.000000 Penalty: 5686.564453
	Iteration 31Q: 3 clusters Score -1.197606e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93183 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -11976056.000000 Penalty: 5686.564453
	Iteration 32Q: 3 clusters Score -1.197606e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93221 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -11976069.000000 Penalty: 5686.564453
	Iteration 33Q: 3 clusters Score -1.197607e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93253 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -11976086.000000 Penalty: 5686.564453
	Iteration 34Q: 3 clusters Score -1.197609e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93278 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -11976072.000000 Penalty: 5686.564453
	Iteration 35Q: 3 clusters Score -1.197607e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93303 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -11976077.000000 Penalty: 5686.564453
	Iteration 36Q: 3 clusters Score -1.197608e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93322 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -11976075.000000 Penalty: 5686.564453
	Iteration 37Q: 3 clusters Score -1.197608e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93344 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -11976077.000000 Penalty: 5686.564453
	Iteration 38Q: 3 clusters Score -1.197608e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93362 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -11976096.000000 Penalty: 5686.564453
	Iteration 39Q: 3 clusters Score -1.19761e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93372 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -11976095.000000 Penalty: 5686.564453
	Iteration 40F: 3 clusters Score -1.19761e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93384 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -11976104.000000 Penalty: 5686.564453
	Iteration 41Q: 3 clusters Score -1.19761e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93399 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -11976098.000000 Penalty: 5686.564453
	Iteration 42Q: 3 clusters Score -1.19761e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93409 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -11976090.000000 Penalty: 5686.564453
	Iteration 43Q: 3 clusters Score -1.197609e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93418 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -11976101.000000 Penalty: 5686.564453
	Iteration 44Q: 3 clusters Score -1.19761e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93425 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -11976100.000000 Penalty: 5686.564453
	Iteration 45Q: 3 clusters Score -1.19761e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93433 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -11976106.000000 Penalty: 5686.564453
	Iteration 46Q: 3 clusters Score -1.197611e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93438 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -11976113.000000 Penalty: 5686.564453
	Iteration 47Q: 3 clusters Score -1.197611e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93446 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -11976112.000000 Penalty: 5686.564453
	Iteration 48Q: 3 clusters Score -1.197611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93447 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -11976110.000000 Penalty: 5686.564453
	Iteration 49Q: 3 clusters Score -1.197611e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93448 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -11976110.000000 Penalty: 5686.564453
	Iteration 50Q: 3 clusters Score -1.197611e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93448 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -11976110.000000 Penalty: 5686.564453
	Iteration 51F: 3 clusters Score -1.197611e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (185161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185161 members 
Entering Unmasked Estep 
Score: -23034780.000000 Penalty: 3007.987305
	Iteration 0F: 2 clusters Score -2.303478e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92781 members 
Mstep: Class 2 contains 92380 members 
Entering Unmasked Estep 
Score: -22913672.000000 Penalty: 6015.974609
	Iteration 0F: 3 clusters Score -2.291367e+07 nChanged 88795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96234 members 
Mstep: Class 2 contains 88927 members 
Entering Unmasked Estep 
Score: -22966238.000000 Penalty: 6015.974609
	Iteration 1F: 3 clusters Score -2.296624e+07 nChanged 6396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98684 members 
Mstep: Class 2 contains 86477 members 
Entering Unmasked Estep 
Score: -22968136.000000 Penalty: 6015.974609
	Iteration 2Q: 3 clusters Score -2.296814e+07 nChanged 7727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102537 members 
Mstep: Class 2 contains 82624 members 
Entering Unmasked Estep 
Score: -22971158.000000 Penalty: 6015.974609
	Iteration 3Q: 3 clusters Score -2.297116e+07 nChanged 9598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108213 members 
Mstep: Class 2 contains 76948 members 
Entering Unmasked Estep 
Score: -22975814.000000 Penalty: 6015.974609
	Iteration 4F: 3 clusters Score -2.297581e+07 nChanged 11342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115737 members 
Mstep: Class 2 contains 69424 members 
Entering Unmasked Estep 
Score: -22982410.000000 Penalty: 6015.974609
	Iteration 5F: 3 clusters Score -2.298241e+07 nChanged 12771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124964 members 
Mstep: Class 2 contains 60197 members 
Entering Unmasked Estep 
Score: -22991326.000000 Penalty: 6015.974609
	Iteration 6F: 3 clusters Score -2.299133e+07 nChanged 12799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134545 members 
Mstep: Class 2 contains 50616 members 
Entering Unmasked Estep 
Score: -23000810.000000 Penalty: 6015.974609
	Iteration 7F: 3 clusters Score -2.300081e+07 nChanged 11277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142996 members 
Mstep: Class 2 contains 42165 members 
Entering Unmasked Estep 
Score: -23009616.000000 Penalty: 6015.974609
	Iteration 8F: 3 clusters Score -2.300962e+07 nChanged 8601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149389 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
Score: -23016000.000000 Penalty: 6015.974609
	Iteration 9Q: 3 clusters Score -2.3016e+07 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154137 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -23019854.000000 Penalty: 6015.974609
	Iteration 10Q: 3 clusters Score -2.301985e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158128 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -23022558.000000 Penalty: 6015.974609
	Iteration 11Q: 3 clusters Score -2.302256e+07 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161599 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -23024624.000000 Penalty: 6015.974609
	Iteration 12Q: 3 clusters Score -2.302462e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164813 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -23026208.000000 Penalty: 6015.974609
	Iteration 13Q: 3 clusters Score -2.302621e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167732 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -23027696.000000 Penalty: 6015.974609
	Iteration 14Q: 3 clusters Score -2.30277e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170199 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -23028810.000000 Penalty: 6015.974609
	Iteration 15Q: 3 clusters Score -2.302881e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172241 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -23029600.000000 Penalty: 6015.974609
	Iteration 16Q: 3 clusters Score -2.30296e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173963 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -23030452.000000 Penalty: 6015.974609
	Iteration 17Q: 3 clusters Score -2.303045e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175387 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -23031012.000000 Penalty: 6015.974609
	Iteration 18Q: 3 clusters Score -2.303101e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176540 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -23031422.000000 Penalty: 6015.974609
	Iteration 19Q: 3 clusters Score -2.303142e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177497 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -23031822.000000 Penalty: 6015.974609
	Iteration 20F: 3 clusters Score -2.303182e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178268 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -23032184.000000 Penalty: 6015.974609
	Iteration 21Q: 3 clusters Score -2.303218e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178904 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -23032386.000000 Penalty: 6015.974609
	Iteration 22Q: 3 clusters Score -2.303239e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179479 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -23032480.000000 Penalty: 6015.974609
	Iteration 23Q: 3 clusters Score -2.303248e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179973 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -23032510.000000 Penalty: 6015.974609
	Iteration 24Q: 3 clusters Score -2.303251e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180378 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -23032576.000000 Penalty: 6015.974609
	Iteration 25Q: 3 clusters Score -2.303258e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180712 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -23032618.000000 Penalty: 6015.974609
	Iteration 26Q: 3 clusters Score -2.303262e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180986 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -23032636.000000 Penalty: 6015.974609
	Iteration 27Q: 3 clusters Score -2.303264e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181210 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -23032666.000000 Penalty: 6015.974609
	Iteration 28Q: 3 clusters Score -2.303267e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181415 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -23032706.000000 Penalty: 6015.974609
	Iteration 29Q: 3 clusters Score -2.303271e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181606 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -23032752.000000 Penalty: 6015.974609
	Iteration 30Q: 3 clusters Score -2.303275e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181762 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -23032750.000000 Penalty: 6015.974609
	Iteration 31Q: 3 clusters Score -2.303275e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181912 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -23032804.000000 Penalty: 6015.974609
	Iteration 32Q: 3 clusters Score -2.30328e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182048 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -23032844.000000 Penalty: 6015.974609
	Iteration 33Q: 3 clusters Score -2.303284e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182165 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -23032858.000000 Penalty: 6015.974609
	Iteration 34Q: 3 clusters Score -2.303286e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182274 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -23032832.000000 Penalty: 6015.974609
	Iteration 35Q: 3 clusters Score -2.303283e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182368 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -23032842.000000 Penalty: 6015.974609
	Iteration 36Q: 3 clusters Score -2.303284e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182451 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -23032834.000000 Penalty: 6015.974609
	Iteration 37Q: 3 clusters Score -2.303283e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182534 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -23032890.000000 Penalty: 6015.974609
	Iteration 38Q: 3 clusters Score -2.303289e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182607 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -23032908.000000 Penalty: 6015.974609
	Iteration 39Q: 3 clusters Score -2.303291e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182680 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -23032926.000000 Penalty: 6015.974609
	Iteration 40F: 3 clusters Score -2.303293e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182736 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -23032916.000000 Penalty: 6015.974609
	Iteration 41Q: 3 clusters Score -2.303292e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182785 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -23032944.000000 Penalty: 6015.974609
	Iteration 42Q: 3 clusters Score -2.303294e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182829 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -23032948.000000 Penalty: 6015.974609
	Iteration 43Q: 3 clusters Score -2.303295e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182885 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -23032948.000000 Penalty: 6015.974609
	Iteration 44Q: 3 clusters Score -2.303295e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182932 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -23032932.000000 Penalty: 6015.974609
	Iteration 45Q: 3 clusters Score -2.303293e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182971 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -23032998.000000 Penalty: 6015.974609
	Iteration 46Q: 3 clusters Score -2.3033e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183012 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -23032988.000000 Penalty: 6015.974609
	Iteration 47Q: 3 clusters Score -2.303299e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183042 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -23032994.000000 Penalty: 6015.974609
	Iteration 48Q: 3 clusters Score -2.303299e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183069 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -23032986.000000 Penalty: 6015.974609
	Iteration 49Q: 3 clusters Score -2.303299e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183086 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -23032992.000000 Penalty: 6015.974609
	Iteration 50Q: 3 clusters Score -2.303299e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183098 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -23032996.000000 Penalty: 6015.974609
	Iteration 51Q: 3 clusters Score -2.3033e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183115 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -23033002.000000 Penalty: 6015.974609
	Iteration 52Q: 3 clusters Score -2.3033e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183127 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -23032980.000000 Penalty: 6015.974609
	Iteration 53Q: 3 clusters Score -2.303298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183134 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -23032986.000000 Penalty: 6015.974609
	Iteration 54Q: 3 clusters Score -2.303299e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183141 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -23032998.000000 Penalty: 6015.974609
	Iteration 55Q: 3 clusters Score -2.3033e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183150 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -23032990.000000 Penalty: 6015.974609
	Iteration 56Q: 3 clusters Score -2.303299e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183157 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -23032980.000000 Penalty: 6015.974609
	Iteration 57Q: 3 clusters Score -2.303298e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183168 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -23032962.000000 Penalty: 6015.974609
	Iteration 58Q: 3 clusters Score -2.303296e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183181 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -23032968.000000 Penalty: 6015.974609
	Iteration 59Q: 3 clusters Score -2.303297e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183188 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -23032974.000000 Penalty: 6015.974609
	Iteration 60F: 3 clusters Score -2.303297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183191 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -23032976.000000 Penalty: 6015.974609
	Iteration 61Q: 3 clusters Score -2.303298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183195 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -23032978.000000 Penalty: 6015.974609
	Iteration 62Q: 3 clusters Score -2.303298e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183201 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -23032960.000000 Penalty: 6015.974609
	Iteration 63Q: 3 clusters Score -2.303296e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183210 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -23032978.000000 Penalty: 6015.974609
	Iteration 64Q: 3 clusters Score -2.303298e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183218 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -23032970.000000 Penalty: 6015.974609
	Iteration 65Q: 3 clusters Score -2.303297e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183225 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -23032962.000000 Penalty: 6015.974609
	Iteration 66Q: 3 clusters Score -2.303296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183227 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -23032960.000000 Penalty: 6015.974609
	Iteration 67Q: 3 clusters Score -2.303296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183230 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -23032952.000000 Penalty: 6015.974609
	Iteration 68Q: 3 clusters Score -2.303295e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183229 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -23032944.000000 Penalty: 6015.974609
	Iteration 69Q: 3 clusters Score -2.303294e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183231 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -23032958.000000 Penalty: 6015.974609
	Iteration 70Q: 3 clusters Score -2.303296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183233 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -23032962.000000 Penalty: 6015.974609
	Iteration 71Q: 3 clusters Score -2.303296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183236 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -23032970.000000 Penalty: 6015.974609
	Iteration 72Q: 3 clusters Score -2.303297e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183242 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -23032990.000000 Penalty: 6015.974609
	Iteration 73Q: 3 clusters Score -2.303299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183245 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -23032984.000000 Penalty: 6015.974609
	Iteration 74Q: 3 clusters Score -2.303298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183249 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -23032970.000000 Penalty: 6015.974609
	Iteration 75Q: 3 clusters Score -2.303297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183252 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -23032988.000000 Penalty: 6015.974609
	Iteration 76Q: 3 clusters Score -2.303299e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183255 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -23032974.000000 Penalty: 6015.974609
	Iteration 77Q: 3 clusters Score -2.303297e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183259 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -23032982.000000 Penalty: 6015.974609
	Iteration 78Q: 3 clusters Score -2.303298e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183264 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -23032986.000000 Penalty: 6015.974609
	Iteration 79Q: 3 clusters Score -2.303299e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183269 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -23032988.000000 Penalty: 6015.974609
	Iteration 80F: 3 clusters Score -2.303299e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183278 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -23032978.000000 Penalty: 6015.974609
	Iteration 81Q: 3 clusters Score -2.303298e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183286 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -23032998.000000 Penalty: 6015.974609
	Iteration 82Q: 3 clusters Score -2.3033e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183298 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -23032988.000000 Penalty: 6015.974609
	Iteration 83Q: 3 clusters Score -2.303299e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183306 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -23033000.000000 Penalty: 6015.974609
	Iteration 84Q: 3 clusters Score -2.3033e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183316 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -23033006.000000 Penalty: 6015.974609
	Iteration 85Q: 3 clusters Score -2.303301e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183334 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -23033002.000000 Penalty: 6015.974609
	Iteration 86Q: 3 clusters Score -2.3033e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183348 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -23032984.000000 Penalty: 6015.974609
	Iteration 87Q: 3 clusters Score -2.303298e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183363 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -23032986.000000 Penalty: 6015.974609
	Iteration 88Q: 3 clusters Score -2.303299e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183372 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -23032976.000000 Penalty: 6015.974609
	Iteration 89Q: 3 clusters Score -2.303298e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183381 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -23032964.000000 Penalty: 6015.974609
	Iteration 90Q: 3 clusters Score -2.303296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183385 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -23032954.000000 Penalty: 6015.974609
	Iteration 91Q: 3 clusters Score -2.303295e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183390 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -23032962.000000 Penalty: 6015.974609
	Iteration 92Q: 3 clusters Score -2.303296e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183400 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -23032968.000000 Penalty: 6015.974609
	Iteration 93Q: 3 clusters Score -2.303297e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183409 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -23032948.000000 Penalty: 6015.974609
	Iteration 94Q: 3 clusters Score -2.303295e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183412 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -23032934.000000 Penalty: 6015.974609
	Iteration 95Q: 3 clusters Score -2.303293e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183416 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -23032924.000000 Penalty: 6015.974609
	Iteration 96Q: 3 clusters Score -2.303292e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183418 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -23032926.000000 Penalty: 6015.974609
	Iteration 97Q: 3 clusters Score -2.303293e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183420 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -23032926.000000 Penalty: 6015.974609
	Iteration 98Q: 3 clusters Score -2.303293e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183420 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -23032926.000000 Penalty: 6015.974609
	Iteration 99F: 3 clusters Score -2.303293e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (3000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Entering Unmasked Estep 
Score: -370500.406250 Penalty: 1985.579224
	Iteration 0F: 2 clusters Score -370500.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -367228.593750 Penalty: 3971.158447
	Iteration 0F: 3 clusters Score -367228.6 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -367875.625000 Penalty: 3971.158447
	Iteration 1F: 3 clusters Score -367875.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -368027.062500 Penalty: 3971.158447
	Iteration 2F: 3 clusters Score -368027.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -368126.312500 Penalty: 3971.158447
	Iteration 3Q: 3 clusters Score -368126.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -368172.375000 Penalty: 3971.158447
	Iteration 4Q: 3 clusters Score -368172.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -368203.312500 Penalty: 3971.158447
	Iteration 5Q: 3 clusters Score -368203.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -368233.656250 Penalty: 3971.158447
	Iteration 6Q: 3 clusters Score -368233.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -368250.812500 Penalty: 3971.158447
	Iteration 7Q: 3 clusters Score -368250.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -368260.687500 Penalty: 3971.158447
	Iteration 8Q: 3 clusters Score -368260.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -368271.125000 Penalty: 3971.158447
	Iteration 9Q: 3 clusters Score -368271.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -368280.000000 Penalty: 3971.158447
	Iteration 10Q: 3 clusters Score -368280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -368294.281250 Penalty: 3971.158447
	Iteration 11Q: 3 clusters Score -368294.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -368304.843750 Penalty: 3971.158447
	Iteration 12Q: 3 clusters Score -368304.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -368315.937500 Penalty: 3971.158447
	Iteration 13Q: 3 clusters Score -368315.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -368325.937500 Penalty: 3971.158447
	Iteration 14Q: 3 clusters Score -368325.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -368335.093750 Penalty: 3971.158447
	Iteration 15Q: 3 clusters Score -368335.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -368338.843750 Penalty: 3971.158447
	Iteration 16Q: 3 clusters Score -368338.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -368340.343750 Penalty: 3971.158447
	Iteration 17Q: 3 clusters Score -368340.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -368340.531250 Penalty: 3971.158447
	Iteration 18Q: 3 clusters Score -368340.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -368340.531250 Penalty: 3971.158447
	Iteration 19Q: 3 clusters Score -368340.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -368340.531250 Penalty: 3971.158447
	Iteration 20F: 3 clusters Score -368340.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Entering Unmasked Estep 
Score: -506568.125000 Penalty: 2077.099121
	Iteration 0F: 2 clusters Score -506568.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -502479.031250 Penalty: 4154.198242
	Iteration 0F: 3 clusters Score -502479 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -503466.937500 Penalty: 4154.198242
	Iteration 1F: 3 clusters Score -503466.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -503750.000000 Penalty: 4154.198242
	Iteration 2F: 3 clusters Score -503750 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -503963.281250 Penalty: 4154.198242
	Iteration 3F: 3 clusters Score -503963.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -504142.875000 Penalty: 4154.198242
	Iteration 4F: 3 clusters Score -504142.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -504278.937500 Penalty: 4154.198242
	Iteration 5Q: 3 clusters Score -504278.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -504453.843750 Penalty: 4154.198242
	Iteration 6Q: 3 clusters Score -504453.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -504654.312500 Penalty: 4154.198242
	Iteration 7Q: 3 clusters Score -504654.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -504852.593750 Penalty: 4154.198242
	Iteration 8Q: 3 clusters Score -504852.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -505002.562500 Penalty: 4154.198242
	Iteration 9Q: 3 clusters Score -505002.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -505099.562500 Penalty: 4154.198242
	Iteration 10Q: 3 clusters Score -505099.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -505171.468750 Penalty: 4154.198242
	Iteration 11Q: 3 clusters Score -505171.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -505215.062500 Penalty: 4154.198242
	Iteration 12Q: 3 clusters Score -505215.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -505240.875000 Penalty: 4154.198242
	Iteration 13Q: 3 clusters Score -505240.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -505257.843750 Penalty: 4154.198242
	Iteration 14Q: 3 clusters Score -505257.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -505269.250000 Penalty: 4154.198242
	Iteration 15Q: 3 clusters Score -505269.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -505277.312500 Penalty: 4154.198242
	Iteration 16Q: 3 clusters Score -505277.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -505282.000000 Penalty: 4154.198242
	Iteration 17Q: 3 clusters Score -505282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -505286.125000 Penalty: 4154.198242
	Iteration 18Q: 3 clusters Score -505286.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -505288.406250 Penalty: 4154.198242
	Iteration 19Q: 3 clusters Score -505288.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -505288.750000 Penalty: 4154.198242
	Iteration 20F: 3 clusters Score -505288.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -505289.906250 Penalty: 4154.198242
	Iteration 21Q: 3 clusters Score -505289.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -505290.968750 Penalty: 4154.198242
	Iteration 22Q: 3 clusters Score -505291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -505291.500000 Penalty: 4154.198242
	Iteration 23Q: 3 clusters Score -505291.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -505293.031250 Penalty: 4154.198242
	Iteration 24Q: 3 clusters Score -505293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -505294.000000 Penalty: 4154.198242
	Iteration 25Q: 3 clusters Score -505294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -505294.000000 Penalty: 4154.198242
	Iteration 26F: 3 clusters Score -505294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Entering Unmasked Estep 
Score: -3580949.250000 Penalty: 2543.394287
	Iteration 0F: 2 clusters Score -3580949 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -3561398.500000 Penalty: 5086.788574
	Iteration 0F: 3 clusters Score -3561398 nChanged 12828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -3568333.000000 Penalty: 5086.788574
	Iteration 1F: 3 clusters Score -3568333 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -3568879.000000 Penalty: 5086.788574
	Iteration 2F: 3 clusters Score -3568879 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -3569420.000000 Penalty: 5086.788574
	Iteration 3Q: 3 clusters Score -3569420 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -3570014.000000 Penalty: 5086.788574
	Iteration 4Q: 3 clusters Score -3570014 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -3570683.500000 Penalty: 5086.788574
	Iteration 5Q: 3 clusters Score -3570684 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -3571532.000000 Penalty: 5086.788574
	Iteration 6F: 3 clusters Score -3571532 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -3572572.750000 Penalty: 5086.788574
	Iteration 7F: 3 clusters Score -3572573 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -3573770.500000 Penalty: 5086.788574
	Iteration 8F: 3 clusters Score -3573770 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -3575051.000000 Penalty: 5086.788574
	Iteration 9F: 3 clusters Score -3575051 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -3576262.000000 Penalty: 5086.788574
	Iteration 10F: 3 clusters Score -3576262 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -3577117.500000 Penalty: 5086.788574
	Iteration 11Q: 3 clusters Score -3577118 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -3577878.750000 Penalty: 5086.788574
	Iteration 12Q: 3 clusters Score -3577879 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 25640 members 
Entering Unmasked Estep 
Score: -3578352.000000 Penalty: 5086.788574
	Iteration 13Q: 3 clusters Score -3578352 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -3578668.000000 Penalty: 5086.788574
	Iteration 14Q: 3 clusters Score -3578668 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -3578851.500000 Penalty: 5086.788574
	Iteration 15Q: 3 clusters Score -3578852 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -3578944.750000 Penalty: 5086.788574
	Iteration 16Q: 3 clusters Score -3578945 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 26653 members 
Entering Unmasked Estep 
Score: -3579020.750000 Penalty: 5086.788574
	Iteration 17Q: 3 clusters Score -3579021 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -3579067.750000 Penalty: 5086.788574
	Iteration 18Q: 3 clusters Score -3579068 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -3579107.250000 Penalty: 5086.788574
	Iteration 19Q: 3 clusters Score -3579107 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -3579143.750000 Penalty: 5086.788574
	Iteration 20F: 3 clusters Score -3579144 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -3579165.000000 Penalty: 5086.788574
	Iteration 21Q: 3 clusters Score -3579165 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -3579199.000000 Penalty: 5086.788574
	Iteration 22Q: 3 clusters Score -3579199 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -3579221.250000 Penalty: 5086.788574
	Iteration 23Q: 3 clusters Score -3579221 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -3579245.750000 Penalty: 5086.788574
	Iteration 24Q: 3 clusters Score -3579246 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -3579266.750000 Penalty: 5086.788574
	Iteration 25Q: 3 clusters Score -3579267 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -3579281.500000 Penalty: 5086.788574
	Iteration 26Q: 3 clusters Score -3579282 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -3579290.250000 Penalty: 5086.788574
	Iteration 27Q: 3 clusters Score -3579290 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -3579302.500000 Penalty: 5086.788574
	Iteration 28Q: 3 clusters Score -3579302 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -3579306.250000 Penalty: 5086.788574
	Iteration 29Q: 3 clusters Score -3579306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -3579315.500000 Penalty: 5086.788574
	Iteration 30Q: 3 clusters Score -3579316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -3579318.750000 Penalty: 5086.788574
	Iteration 31Q: 3 clusters Score -3579319 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -3579326.750000 Penalty: 5086.788574
	Iteration 32Q: 3 clusters Score -3579327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -3579329.750000 Penalty: 5086.788574
	Iteration 33Q: 3 clusters Score -3579330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 27426 members 
Entering Unmasked Estep 
Score: -3579330.000000 Penalty: 5086.788574
	Iteration 34Q: 3 clusters Score -3579330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -3579326.250000 Penalty: 5086.788574
	Iteration 35Q: 3 clusters Score -3579326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -3579327.750000 Penalty: 5086.788574
	Iteration 36Q: 3 clusters Score -3579328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -3579329.750000 Penalty: 5086.788574
	Iteration 37Q: 3 clusters Score -3579330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -3579329.750000 Penalty: 5086.788574
	Iteration 38F: 3 clusters Score -3579330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Entering Unmasked Estep 
Score: -2442910.000000 Penalty: 2447.074951
	Iteration 0F: 2 clusters Score -2442910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -2429274.750000 Penalty: 4894.149902
	Iteration 0F: 3 clusters Score -2429275 nChanged 8504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -2433796.500000 Penalty: 4894.149902
	Iteration 1F: 3 clusters Score -2433796 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -2434135.000000 Penalty: 4894.149902
	Iteration 2F: 3 clusters Score -2434135 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -2434440.500000 Penalty: 4894.149902
	Iteration 3Q: 3 clusters Score -2434440 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -2434729.750000 Penalty: 4894.149902
	Iteration 4Q: 3 clusters Score -2434730 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -2435100.250000 Penalty: 4894.149902
	Iteration 5Q: 3 clusters Score -2435100 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -2435524.500000 Penalty: 4894.149902
	Iteration 6Q: 3 clusters Score -2435524 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -2436078.750000 Penalty: 4894.149902
	Iteration 7Q: 3 clusters Score -2436079 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -2436774.500000 Penalty: 4894.149902
	Iteration 8F: 3 clusters Score -2436774 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 7044 members 
Entering Unmasked Estep 
Score: -2437653.250000 Penalty: 4894.149902
	Iteration 9F: 3 clusters Score -2437653 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -2438572.750000 Penalty: 4894.149902
	Iteration 10F: 3 clusters Score -2438573 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13190 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -2439253.750000 Penalty: 4894.149902
	Iteration 11Q: 3 clusters Score -2439254 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -2439567.000000 Penalty: 4894.149902
	Iteration 12Q: 3 clusters Score -2439567 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -2439691.000000 Penalty: 4894.149902
	Iteration 13Q: 3 clusters Score -2439691 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -2439762.000000 Penalty: 4894.149902
	Iteration 14Q: 3 clusters Score -2439762 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -2439843.750000 Penalty: 4894.149902
	Iteration 15Q: 3 clusters Score -2439844 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -2439915.000000 Penalty: 4894.149902
	Iteration 16Q: 3 clusters Score -2439915 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -2439970.500000 Penalty: 4894.149902
	Iteration 17Q: 3 clusters Score -2439970 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -2439989.500000 Penalty: 4894.149902
	Iteration 18Q: 3 clusters Score -2439990 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -2440024.750000 Penalty: 4894.149902
	Iteration 19Q: 3 clusters Score -2440025 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -2440043.000000 Penalty: 4894.149902
	Iteration 20F: 3 clusters Score -2440043 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -2440056.500000 Penalty: 4894.149902
	Iteration 21Q: 3 clusters Score -2440056 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -2440081.000000 Penalty: 4894.149902
	Iteration 22Q: 3 clusters Score -2440081 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -2440088.750000 Penalty: 4894.149902
	Iteration 23Q: 3 clusters Score -2440089 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -2440105.750000 Penalty: 4894.149902
	Iteration 24Q: 3 clusters Score -2440106 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -2440122.500000 Penalty: 4894.149902
	Iteration 25Q: 3 clusters Score -2440122 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -2440141.750000 Penalty: 4894.149902
	Iteration 26Q: 3 clusters Score -2440142 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -2440159.250000 Penalty: 4894.149902
	Iteration 27Q: 3 clusters Score -2440159 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -2440171.500000 Penalty: 4894.149902
	Iteration 28Q: 3 clusters Score -2440172 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -2440188.250000 Penalty: 4894.149902
	Iteration 29Q: 3 clusters Score -2440188 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -2440199.250000 Penalty: 4894.149902
	Iteration 30Q: 3 clusters Score -2440199 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -2440216.250000 Penalty: 4894.149902
	Iteration 31Q: 3 clusters Score -2440216 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -2440236.500000 Penalty: 4894.149902
	Iteration 32Q: 3 clusters Score -2440236 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -2440258.000000 Penalty: 4894.149902
	Iteration 33Q: 3 clusters Score -2440258 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -2440277.250000 Penalty: 4894.149902
	Iteration 34Q: 3 clusters Score -2440277 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -2440300.250000 Penalty: 4894.149902
	Iteration 35Q: 3 clusters Score -2440300 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -2440315.500000 Penalty: 4894.149902
	Iteration 36Q: 3 clusters Score -2440316 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -2440334.750000 Penalty: 4894.149902
	Iteration 37Q: 3 clusters Score -2440335 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -2440351.750000 Penalty: 4894.149902
	Iteration 38Q: 3 clusters Score -2440352 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -2440365.750000 Penalty: 4894.149902
	Iteration 39Q: 3 clusters Score -2440366 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -2440380.500000 Penalty: 4894.149902
	Iteration 40F: 3 clusters Score -2440380 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -2440400.000000 Penalty: 4894.149902
	Iteration 41Q: 3 clusters Score -2440400 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -2440411.500000 Penalty: 4894.149902
	Iteration 42Q: 3 clusters Score -2440412 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16312 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -2440423.250000 Penalty: 4894.149902
	Iteration 43Q: 3 clusters Score -2440423 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -2440439.000000 Penalty: 4894.149902
	Iteration 44Q: 3 clusters Score -2440439 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2440448.750000 Penalty: 4894.149902
	Iteration 45Q: 3 clusters Score -2440449 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -2440458.250000 Penalty: 4894.149902
	Iteration 46Q: 3 clusters Score -2440458 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2440465.250000 Penalty: 4894.149902
	Iteration 47Q: 3 clusters Score -2440465 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16553 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2440478.750000 Penalty: 4894.149902
	Iteration 48Q: 3 clusters Score -2440479 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -2440486.000000 Penalty: 4894.149902
	Iteration 49Q: 3 clusters Score -2440486 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2440497.500000 Penalty: 4894.149902
	Iteration 50Q: 3 clusters Score -2440498 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2440510.750000 Penalty: 4894.149902
	Iteration 51Q: 3 clusters Score -2440511 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2440514.000000 Penalty: 4894.149902
	Iteration 52Q: 3 clusters Score -2440514 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -2440522.500000 Penalty: 4894.149902
	Iteration 53Q: 3 clusters Score -2440522 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2440531.750000 Penalty: 4894.149902
	Iteration 54Q: 3 clusters Score -2440532 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2440550.750000 Penalty: 4894.149902
	Iteration 55Q: 3 clusters Score -2440551 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2440570.750000 Penalty: 4894.149902
	Iteration 56Q: 3 clusters Score -2440571 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2440585.750000 Penalty: 4894.149902
	Iteration 57Q: 3 clusters Score -2440586 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -2440609.750000 Penalty: 4894.149902
	Iteration 58Q: 3 clusters Score -2440610 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2440625.250000 Penalty: 4894.149902
	Iteration 59Q: 3 clusters Score -2440625 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2440648.500000 Penalty: 4894.149902
	Iteration 60F: 3 clusters Score -2440648 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -2440663.750000 Penalty: 4894.149902
	Iteration 61Q: 3 clusters Score -2440664 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -2440682.750000 Penalty: 4894.149902
	Iteration 62Q: 3 clusters Score -2440683 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2440690.750000 Penalty: 4894.149902
	Iteration 63Q: 3 clusters Score -2440691 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2440705.750000 Penalty: 4894.149902
	Iteration 64Q: 3 clusters Score -2440706 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2440700.750000 Penalty: 4894.149902
	Iteration 65Q: 3 clusters Score -2440701 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2440714.000000 Penalty: 4894.149902
	Iteration 66Q: 3 clusters Score -2440714 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2440718.750000 Penalty: 4894.149902
	Iteration 67Q: 3 clusters Score -2440719 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2440728.000000 Penalty: 4894.149902
	Iteration 68Q: 3 clusters Score -2440728 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2440729.500000 Penalty: 4894.149902
	Iteration 69Q: 3 clusters Score -2440730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2440734.500000 Penalty: 4894.149902
	Iteration 70Q: 3 clusters Score -2440734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2440733.250000 Penalty: 4894.149902
	Iteration 71Q: 3 clusters Score -2440733 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2440741.750000 Penalty: 4894.149902
	Iteration 72Q: 3 clusters Score -2440742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2440741.250000 Penalty: 4894.149902
	Iteration 73Q: 3 clusters Score -2440741 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2440746.250000 Penalty: 4894.149902
	Iteration 74Q: 3 clusters Score -2440746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17585 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2440757.750000 Penalty: 4894.149902
	Iteration 75Q: 3 clusters Score -2440758 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2440759.500000 Penalty: 4894.149902
	Iteration 76Q: 3 clusters Score -2440760 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2440765.750000 Penalty: 4894.149902
	Iteration 77Q: 3 clusters Score -2440766 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2440769.750000 Penalty: 4894.149902
	Iteration 78Q: 3 clusters Score -2440770 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2440776.000000 Penalty: 4894.149902
	Iteration 79Q: 3 clusters Score -2440776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2440777.250000 Penalty: 4894.149902
	Iteration 80F: 3 clusters Score -2440777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2440789.750000 Penalty: 4894.149902
	Iteration 81Q: 3 clusters Score -2440790 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2440797.750000 Penalty: 4894.149902
	Iteration 82Q: 3 clusters Score -2440798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2440799.500000 Penalty: 4894.149902
	Iteration 83Q: 3 clusters Score -2440800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2440802.750000 Penalty: 4894.149902
	Iteration 84Q: 3 clusters Score -2440803 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2440810.500000 Penalty: 4894.149902
	Iteration 85Q: 3 clusters Score -2440810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2440816.250000 Penalty: 4894.149902
	Iteration 86Q: 3 clusters Score -2440816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2440816.500000 Penalty: 4894.149902
	Iteration 87Q: 3 clusters Score -2440816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2440816.500000 Penalty: 4894.149902
	Iteration 88Q: 3 clusters Score -2440816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2440823.500000 Penalty: 4894.149902
	Iteration 89Q: 3 clusters Score -2440824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2440829.750000 Penalty: 4894.149902
	Iteration 90Q: 3 clusters Score -2440830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2440833.500000 Penalty: 4894.149902
	Iteration 91Q: 3 clusters Score -2440834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2440837.000000 Penalty: 4894.149902
	Iteration 92Q: 3 clusters Score -2440837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17874 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2440840.250000 Penalty: 4894.149902
	Iteration 93Q: 3 clusters Score -2440840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2440840.750000 Penalty: 4894.149902
	Iteration 94Q: 3 clusters Score -2440841 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2440842.250000 Penalty: 4894.149902
	Iteration 95Q: 3 clusters Score -2440842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2440844.000000 Penalty: 4894.149902
	Iteration 96Q: 3 clusters Score -2440844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2440843.750000 Penalty: 4894.149902
	Iteration 97Q: 3 clusters Score -2440844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2440850.750000 Penalty: 4894.149902
	Iteration 98Q: 3 clusters Score -2440851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2440852.000000 Penalty: 4894.149902
	Iteration 99Q: 3 clusters Score -2440852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2440859.000000 Penalty: 4894.149902
	Iteration 100F: 3 clusters Score -2440859 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2440855.500000 Penalty: 4894.149902
	Iteration 101Q: 3 clusters Score -2440856 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2440866.750000 Penalty: 4894.149902
	Iteration 102Q: 3 clusters Score -2440867 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2440878.000000 Penalty: 4894.149902
	Iteration 103Q: 3 clusters Score -2440878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2440880.000000 Penalty: 4894.149902
	Iteration 104Q: 3 clusters Score -2440880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2440893.250000 Penalty: 4894.149902
	Iteration 105Q: 3 clusters Score -2440893 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2440898.250000 Penalty: 4894.149902
	Iteration 106Q: 3 clusters Score -2440898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2440905.250000 Penalty: 4894.149902
	Iteration 107Q: 3 clusters Score -2440905 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2440911.500000 Penalty: 4894.149902
	Iteration 108Q: 3 clusters Score -2440912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2440917.000000 Penalty: 4894.149902
	Iteration 109Q: 3 clusters Score -2440917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2440918.250000 Penalty: 4894.149902
	Iteration 110Q: 3 clusters Score -2440918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2440923.500000 Penalty: 4894.149902
	Iteration 111Q: 3 clusters Score -2440924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2440924.250000 Penalty: 4894.149902
	Iteration 112Q: 3 clusters Score -2440924 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18129 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2440925.000000 Penalty: 4894.149902
	Iteration 113Q: 3 clusters Score -2440925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2440932.750000 Penalty: 4894.149902
	Iteration 114Q: 3 clusters Score -2440933 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2440937.500000 Penalty: 4894.149902
	Iteration 115Q: 3 clusters Score -2440938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2440941.000000 Penalty: 4894.149902
	Iteration 116Q: 3 clusters Score -2440941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2440946.000000 Penalty: 4894.149902
	Iteration 117Q: 3 clusters Score -2440946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2440950.500000 Penalty: 4894.149902
	Iteration 118Q: 3 clusters Score -2440950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2440952.500000 Penalty: 4894.149902
	Iteration 119Q: 3 clusters Score -2440952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2440954.250000 Penalty: 4894.149902
	Iteration 120F: 3 clusters Score -2440954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2440956.250000 Penalty: 4894.149902
	Iteration 121Q: 3 clusters Score -2440956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2440954.250000 Penalty: 4894.149902
	Iteration 122Q: 3 clusters Score -2440954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2440954.250000 Penalty: 4894.149902
	Iteration 123F: 3 clusters Score -2440954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Entering Unmasked Estep 
Score: -234311.203125 Penalty: 1901.455200
	Iteration 0F: 2 clusters Score -234311.2 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 1050 members 
Entering Unmasked Estep 
Score: -231633.671875 Penalty: 3802.910400
	Iteration 0F: 3 clusters Score -231633.7 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -232187.625000 Penalty: 3802.910400
	Iteration 1F: 3 clusters Score -232187.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -232360.078125 Penalty: 3802.910400
	Iteration 2F: 3 clusters Score -232360.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -232480.703125 Penalty: 3802.910400
	Iteration 3F: 3 clusters Score -232480.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -232640.828125 Penalty: 3802.910400
	Iteration 4Q: 3 clusters Score -232640.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -232855.828125 Penalty: 3802.910400
	Iteration 5F: 3 clusters Score -232855.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -233099.875000 Penalty: 3802.910400
	Iteration 6F: 3 clusters Score -233099.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -233353.375000 Penalty: 3802.910400
	Iteration 7F: 3 clusters Score -233353.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -233656.781250 Penalty: 3802.910400
	Iteration 8F: 3 clusters Score -233656.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -233821.156250 Penalty: 3802.910400
	Iteration 9F: 3 clusters Score -233821.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -233917.656250 Penalty: 3802.910400
	Iteration 10Q: 3 clusters Score -233917.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -233976.078125 Penalty: 3802.910400
	Iteration 11Q: 3 clusters Score -233976.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -234025.234375 Penalty: 3802.910400
	Iteration 12Q: 3 clusters Score -234025.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -234070.734375 Penalty: 3802.910400
	Iteration 13Q: 3 clusters Score -234070.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -234134.953125 Penalty: 3802.910400
	Iteration 14Q: 3 clusters Score -234135 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -234206.078125 Penalty: 3802.910400
	Iteration 15Q: 3 clusters Score -234206.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -234246.046875 Penalty: 3802.910400
	Iteration 16Q: 3 clusters Score -234246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -234266.062500 Penalty: 3802.910400
	Iteration 17Q: 3 clusters Score -234266.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -234282.593750 Penalty: 3802.910400
	Iteration 18Q: 3 clusters Score -234282.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -234299.812500 Penalty: 3802.910400
	Iteration 19Q: 3 clusters Score -234299.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -234312.078125 Penalty: 3802.910400
	Iteration 20F: 3 clusters Score -234312.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -234316.265625 Penalty: 3802.910400
	Iteration 21Q: 3 clusters Score -234316.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -234329.671875 Penalty: 3802.910400
	Iteration 22Q: 3 clusters Score -234329.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -234348.390625 Penalty: 3802.910400
	Iteration 23Q: 3 clusters Score -234348.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -234356.625000 Penalty: 3802.910400
	Iteration 24Q: 3 clusters Score -234356.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -234358.859375 Penalty: 3802.910400
	Iteration 25Q: 3 clusters Score -234358.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -234359.031250 Penalty: 3802.910400
	Iteration 26Q: 3 clusters Score -234359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -234359.031250 Penalty: 3802.910400
	Iteration 27F: 3 clusters Score -234359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55048 members 
Mstep: Class 2 contains 5564 members 
Mstep: Class 3 contains 31056 members 
Mstep: Class 4 contains 57296 members 
Mstep: Class 5 contains 4694 members 
Mstep: Class 6 contains 22026 members 
Mstep: Class 7 contains 12431 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15607 members 
Mstep: Class 12 contains 44104 members 
Mstep: Class 13 contains 256464 members 
Mstep: Class 14 contains 95306 members 
Mstep: Class 15 contains 185161 members 
Mstep: Class 16 contains 3000 members 
Mstep: Class 17 contains 4339 members 
Mstep: Class 18 contains 28442 members 
Mstep: Class 19 contains 19288 members 
Mstep: Class 20 contains 314 members 
Mstep: Class 21 contains 6870 members 
Mstep: Class 22 contains 1038 members 
Mstep: Class 23 contains 1823 members 
Entering Unmasked Estep 
Score: -104775816.000000 Penalty: 77926.218750
Splitting cluster 20 changes total score from -104777280.000000 to -104775816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (6870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Entering Unmasked Estep 
Score: -870696.625000 Penalty: 2191.059814
	Iteration 0F: 2 clusters Score -870696.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -864998.250000 Penalty: 4382.119629
	Iteration 0F: 3 clusters Score -864998.2 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -866430.687500 Penalty: 4382.119629
	Iteration 1F: 3 clusters Score -866430.7 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -866646.812500 Penalty: 4382.119629
	Iteration 2F: 3 clusters Score -866646.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -866787.625000 Penalty: 4382.119629
	Iteration 3Q: 3 clusters Score -866787.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -866881.062500 Penalty: 4382.119629
	Iteration 4Q: 3 clusters Score -866881.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -866950.375000 Penalty: 4382.119629
	Iteration 5Q: 3 clusters Score -866950.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -867009.125000 Penalty: 4382.119629
	Iteration 6Q: 3 clusters Score -867009.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -867056.937500 Penalty: 4382.119629
	Iteration 7Q: 3 clusters Score -867056.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -867102.000000 Penalty: 4382.119629
	Iteration 8Q: 3 clusters Score -867102 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -867150.187500 Penalty: 4382.119629
	Iteration 9Q: 3 clusters Score -867150.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -867207.187500 Penalty: 4382.119629
	Iteration 10Q: 3 clusters Score -867207.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -867269.375000 Penalty: 4382.119629
	Iteration 11Q: 3 clusters Score -867269.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -867317.750000 Penalty: 4382.119629
	Iteration 12Q: 3 clusters Score -867317.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -867366.687500 Penalty: 4382.119629
	Iteration 13Q: 3 clusters Score -867366.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -867418.187500 Penalty: 4382.119629
	Iteration 14Q: 3 clusters Score -867418.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -867487.000000 Penalty: 4382.119629
	Iteration 15Q: 3 clusters Score -867487 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -867544.250000 Penalty: 4382.119629
	Iteration 16Q: 3 clusters Score -867544.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -867599.562500 Penalty: 4382.119629
	Iteration 17Q: 3 clusters Score -867599.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -867658.562500 Penalty: 4382.119629
	Iteration 18Q: 3 clusters Score -867658.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -867715.312500 Penalty: 4382.119629
	Iteration 19Q: 3 clusters Score -867715.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -867766.187500 Penalty: 4382.119629
	Iteration 20F: 3 clusters Score -867766.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -867815.687500 Penalty: 4382.119629
	Iteration 21Q: 3 clusters Score -867815.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -867874.812500 Penalty: 4382.119629
	Iteration 22Q: 3 clusters Score -867874.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -867936.562500 Penalty: 4382.119629
	Iteration 23Q: 3 clusters Score -867936.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -867994.375000 Penalty: 4382.119629
	Iteration 24Q: 3 clusters Score -867994.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -868047.312500 Penalty: 4382.119629
	Iteration 25Q: 3 clusters Score -868047.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -868095.062500 Penalty: 4382.119629
	Iteration 26Q: 3 clusters Score -868095.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -868149.562500 Penalty: 4382.119629
	Iteration 27Q: 3 clusters Score -868149.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -868216.937500 Penalty: 4382.119629
	Iteration 28Q: 3 clusters Score -868216.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -868304.562500 Penalty: 4382.119629
	Iteration 29Q: 3 clusters Score -868304.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -868377.187500 Penalty: 4382.119629
	Iteration 30Q: 3 clusters Score -868377.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -868457.312500 Penalty: 4382.119629
	Iteration 31Q: 3 clusters Score -868457.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -868513.000000 Penalty: 4382.119629
	Iteration 32Q: 3 clusters Score -868513 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -868560.250000 Penalty: 4382.119629
	Iteration 33Q: 3 clusters Score -868560.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -868612.687500 Penalty: 4382.119629
	Iteration 34Q: 3 clusters Score -868612.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -868650.500000 Penalty: 4382.119629
	Iteration 35Q: 3 clusters Score -868650.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -868670.125000 Penalty: 4382.119629
	Iteration 36Q: 3 clusters Score -868670.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -868688.187500 Penalty: 4382.119629
	Iteration 37Q: 3 clusters Score -868688.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -868696.125000 Penalty: 4382.119629
	Iteration 38Q: 3 clusters Score -868696.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -868700.750000 Penalty: 4382.119629
	Iteration 39Q: 3 clusters Score -868700.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -868710.375000 Penalty: 4382.119629
	Iteration 40F: 3 clusters Score -868710.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -868716.812500 Penalty: 4382.119629
	Iteration 41Q: 3 clusters Score -868716.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -868720.187500 Penalty: 4382.119629
	Iteration 42Q: 3 clusters Score -868720.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -868720.062500 Penalty: 4382.119629
	Iteration 43Q: 3 clusters Score -868720.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -868723.812500 Penalty: 4382.119629
	Iteration 44Q: 3 clusters Score -868723.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -868726.562500 Penalty: 4382.119629
	Iteration 45Q: 3 clusters Score -868726.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -868726.625000 Penalty: 4382.119629
	Iteration 46Q: 3 clusters Score -868726.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -868728.250000 Penalty: 4382.119629
	Iteration 47Q: 3 clusters Score -868728.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -868727.875000 Penalty: 4382.119629
	Iteration 48Q: 3 clusters Score -868727.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -868729.312500 Penalty: 4382.119629
	Iteration 49Q: 3 clusters Score -868729.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -868727.312500 Penalty: 4382.119629
	Iteration 50Q: 3 clusters Score -868727.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -868730.375000 Penalty: 4382.119629
	Iteration 51Q: 3 clusters Score -868730.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -868731.187500 Penalty: 4382.119629
	Iteration 52Q: 3 clusters Score -868731.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -868732.750000 Penalty: 4382.119629
	Iteration 53Q: 3 clusters Score -868732.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -868734.187500 Penalty: 4382.119629
	Iteration 54Q: 3 clusters Score -868734.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -868735.250000 Penalty: 4382.119629
	Iteration 55Q: 3 clusters Score -868735.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -868735.687500 Penalty: 4382.119629
	Iteration 56Q: 3 clusters Score -868735.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -868735.687500 Penalty: 4382.119629
	Iteration 57F: 3 clusters Score -868735.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Entering Unmasked Estep 
Score: -121662.609375 Penalty: 1722.372681
	Iteration 0F: 2 clusters Score -121662.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -119718.890625 Penalty: 3444.745361
	Iteration 0F: 3 clusters Score -119718.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -120017.820312 Penalty: 3444.745361
	Iteration 1F: 3 clusters Score -120017.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -120137.898438 Penalty: 3444.745361
	Iteration 2F: 3 clusters Score -120137.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -120229.398438 Penalty: 3444.745361
	Iteration 3Q: 3 clusters Score -120229.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -120273.281250 Penalty: 3444.745361
	Iteration 4Q: 3 clusters Score -120273.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -120307.250000 Penalty: 3444.745361
	Iteration 5Q: 3 clusters Score -120307.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -120326.148438 Penalty: 3444.745361
	Iteration 6Q: 3 clusters Score -120326.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -120335.453125 Penalty: 3444.745361
	Iteration 7Q: 3 clusters Score -120335.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -120343.796875 Penalty: 3444.745361
	Iteration 8Q: 3 clusters Score -120343.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -120353.164062 Penalty: 3444.745361
	Iteration 9Q: 3 clusters Score -120353.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -120361.968750 Penalty: 3444.745361
	Iteration 10Q: 3 clusters Score -120362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -120368.984375 Penalty: 3444.745361
	Iteration 11Q: 3 clusters Score -120369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -120372.812500 Penalty: 3444.745361
	Iteration 12Q: 3 clusters Score -120372.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -120374.320312 Penalty: 3444.745361
	Iteration 13Q: 3 clusters Score -120374.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -120375.171875 Penalty: 3444.745361
	Iteration 14Q: 3 clusters Score -120375.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -120376.820312 Penalty: 3444.745361
	Iteration 15Q: 3 clusters Score -120376.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -120377.664062 Penalty: 3444.745361
	Iteration 16Q: 3 clusters Score -120377.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -120377.664062 Penalty: 3444.745361
	Iteration 17F: 3 clusters Score -120377.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55048 members 
Mstep: Class 2 contains 5564 members 
Mstep: Class 3 contains 31056 members 
Mstep: Class 4 contains 57296 members 
Mstep: Class 5 contains 4694 members 
Mstep: Class 6 contains 22026 members 
Mstep: Class 7 contains 12431 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15607 members 
Mstep: Class 12 contains 44104 members 
Mstep: Class 13 contains 256464 members 
Mstep: Class 14 contains 95306 members 
Mstep: Class 15 contains 185161 members 
Mstep: Class 16 contains 3000 members 
Mstep: Class 17 contains 4339 members 
Mstep: Class 18 contains 28442 members 
Mstep: Class 19 contains 19288 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6870 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777320.000000 Penalty: 74538.125000
Iteration 359Q: 23 clusters Score -1.047773e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55052 members 
Mstep: Class 2 contains 5564 members 
Mstep: Class 3 contains 31048 members 
Mstep: Class 4 contains 57294 members 
Mstep: Class 5 contains 4690 members 
Mstep: Class 6 contains 22027 members 
Mstep: Class 7 contains 12431 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15605 members 
Mstep: Class 12 contains 44102 members 
Mstep: Class 13 contains 256507 members 
Mstep: Class 14 contains 95292 members 
Mstep: Class 15 contains 185145 members 
Mstep: Class 16 contains 2999 members 
Mstep: Class 17 contains 4336 members 
Mstep: Class 18 contains 28446 members 
Mstep: Class 19 contains 19288 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6870 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777440.000000 Penalty: 74538.125000
Iteration 360F: 23 clusters Score -1.047774e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55059 members 
Mstep: Class 2 contains 5564 members 
Mstep: Class 3 contains 31044 members 
Mstep: Class 4 contains 57292 members 
Mstep: Class 5 contains 4688 members 
Mstep: Class 6 contains 22029 members 
Mstep: Class 7 contains 12431 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15602 members 
Mstep: Class 12 contains 44101 members 
Mstep: Class 13 contains 256568 members 
Mstep: Class 14 contains 95282 members 
Mstep: Class 15 contains 185100 members 
Mstep: Class 16 contains 2999 members 
Mstep: Class 17 contains 4333 members 
Mstep: Class 18 contains 28447 members 
Mstep: Class 19 contains 19287 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6870 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777376.000000 Penalty: 74538.125000
Iteration 361Q: 23 clusters Score -1.047774e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55065 members 
Mstep: Class 2 contains 5564 members 
Mstep: Class 3 contains 31044 members 
Mstep: Class 4 contains 57296 members 
Mstep: Class 5 contains 4690 members 
Mstep: Class 6 contains 22027 members 
Mstep: Class 7 contains 12431 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15599 members 
Mstep: Class 12 contains 44101 members 
Mstep: Class 13 contains 256620 members 
Mstep: Class 14 contains 95261 members 
Mstep: Class 15 contains 185060 members 
Mstep: Class 16 contains 2998 members 
Mstep: Class 17 contains 4330 members 
Mstep: Class 18 contains 28452 members 
Mstep: Class 19 contains 19287 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6871 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777384.000000 Penalty: 74538.125000
Iteration 362Q: 23 clusters Score -1.047774e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55066 members 
Mstep: Class 2 contains 5565 members 
Mstep: Class 3 contains 31037 members 
Mstep: Class 4 contains 57297 members 
Mstep: Class 5 contains 4692 members 
Mstep: Class 6 contains 22028 members 
Mstep: Class 7 contains 12432 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15595 members 
Mstep: Class 12 contains 44102 members 
Mstep: Class 13 contains 256680 members 
Mstep: Class 14 contains 95243 members 
Mstep: Class 15 contains 185023 members 
Mstep: Class 16 contains 2998 members 
Mstep: Class 17 contains 4330 members 
Mstep: Class 18 contains 28454 members 
Mstep: Class 19 contains 19283 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6871 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777368.000000 Penalty: 74538.125000
Iteration 363Q: 23 clusters Score -1.047774e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55069 members 
Mstep: Class 2 contains 5565 members 
Mstep: Class 3 contains 31031 members 
Mstep: Class 4 contains 57294 members 
Mstep: Class 5 contains 4692 members 
Mstep: Class 6 contains 22025 members 
Mstep: Class 7 contains 12432 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15592 members 
Mstep: Class 12 contains 44097 members 
Mstep: Class 13 contains 256751 members 
Mstep: Class 14 contains 95216 members 
Mstep: Class 15 contains 184993 members 
Mstep: Class 16 contains 2998 members 
Mstep: Class 17 contains 4330 members 
Mstep: Class 18 contains 28458 members 
Mstep: Class 19 contains 19282 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6871 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777408.000000 Penalty: 74538.125000
Iteration 364Q: 23 clusters Score -1.047774e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55071 members 
Mstep: Class 2 contains 5565 members 
Mstep: Class 3 contains 31032 members 
Mstep: Class 4 contains 57289 members 
Mstep: Class 5 contains 4692 members 
Mstep: Class 6 contains 22023 members 
Mstep: Class 7 contains 12432 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15591 members 
Mstep: Class 12 contains 44094 members 
Mstep: Class 13 contains 256832 members 
Mstep: Class 14 contains 95190 members 
Mstep: Class 15 contains 184948 members 
Mstep: Class 16 contains 2998 members 
Mstep: Class 17 contains 4330 members 
Mstep: Class 18 contains 28461 members 
Mstep: Class 19 contains 19275 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6873 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777296.000000 Penalty: 74538.125000
Iteration 365Q: 23 clusters Score -1.047773e+08 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55079 members 
Mstep: Class 2 contains 5565 members 
Mstep: Class 3 contains 31033 members 
Mstep: Class 4 contains 57290 members 
Mstep: Class 5 contains 4693 members 
Mstep: Class 6 contains 22022 members 
Mstep: Class 7 contains 12435 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15590 members 
Mstep: Class 12 contains 44090 members 
Mstep: Class 13 contains 256898 members 
Mstep: Class 14 contains 95166 members 
Mstep: Class 15 contains 184900 members 
Mstep: Class 16 contains 2998 members 
Mstep: Class 17 contains 4329 members 
Mstep: Class 18 contains 28457 members 
Mstep: Class 19 contains 19277 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6874 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777296.000000 Penalty: 74538.125000
Iteration 366Q: 23 clusters Score -1.047773e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55083 members 
Mstep: Class 2 contains 5565 members 
Mstep: Class 3 contains 31027 members 
Mstep: Class 4 contains 57287 members 
Mstep: Class 5 contains 4692 members 
Mstep: Class 6 contains 22024 members 
Mstep: Class 7 contains 12436 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15589 members 
Mstep: Class 12 contains 44090 members 
Mstep: Class 13 contains 256961 members 
Mstep: Class 14 contains 95154 members 
Mstep: Class 15 contains 184844 members 
Mstep: Class 16 contains 2997 members 
Mstep: Class 17 contains 4329 members 
Mstep: Class 18 contains 28462 members 
Mstep: Class 19 contains 19282 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6874 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777312.000000 Penalty: 74538.125000
Iteration 367Q: 23 clusters Score -1.047773e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55087 members 
Mstep: Class 2 contains 5566 members 
Mstep: Class 3 contains 31017 members 
Mstep: Class 4 contains 57291 members 
Mstep: Class 5 contains 4689 members 
Mstep: Class 6 contains 22024 members 
Mstep: Class 7 contains 12435 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15589 members 
Mstep: Class 12 contains 44090 members 
Mstep: Class 13 contains 257025 members 
Mstep: Class 14 contains 95140 members 
Mstep: Class 15 contains 184794 members 
Mstep: Class 16 contains 2998 members 
Mstep: Class 17 contains 4328 members 
Mstep: Class 18 contains 28465 members 
Mstep: Class 19 contains 19284 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6874 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777304.000000 Penalty: 74538.125000
Iteration 368Q: 23 clusters Score -1.047773e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55093 members 
Mstep: Class 2 contains 5566 members 
Mstep: Class 3 contains 31014 members 
Mstep: Class 4 contains 57294 members 
Mstep: Class 5 contains 4688 members 
Mstep: Class 6 contains 22027 members 
Mstep: Class 7 contains 12436 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15586 members 
Mstep: Class 12 contains 44087 members 
Mstep: Class 13 contains 257089 members 
Mstep: Class 14 contains 95122 members 
Mstep: Class 15 contains 184748 members 
Mstep: Class 16 contains 2995 members 
Mstep: Class 17 contains 4328 members 
Mstep: Class 18 contains 28467 members 
Mstep: Class 19 contains 19282 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6874 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777384.000000 Penalty: 74538.125000
Iteration 369Q: 23 clusters Score -1.047774e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55096 members 
Mstep: Class 2 contains 5566 members 
Mstep: Class 3 contains 31009 members 
Mstep: Class 4 contains 57295 members 
Mstep: Class 5 contains 4688 members 
Mstep: Class 6 contains 22027 members 
Mstep: Class 7 contains 12435 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15585 members 
Mstep: Class 12 contains 44087 members 
Mstep: Class 13 contains 257160 members 
Mstep: Class 14 contains 95108 members 
Mstep: Class 15 contains 184697 members 
Mstep: Class 16 contains 2996 members 
Mstep: Class 17 contains 4328 members 
Mstep: Class 18 contains 28471 members 
Mstep: Class 19 contains 19274 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6874 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777504.000000 Penalty: 74538.125000
Iteration 370Q: 23 clusters Score -1.047775e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55095 members 
Mstep: Class 2 contains 5566 members 
Mstep: Class 3 contains 31006 members 
Mstep: Class 4 contains 57295 members 
Mstep: Class 5 contains 4687 members 
Mstep: Class 6 contains 22030 members 
Mstep: Class 7 contains 12434 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15584 members 
Mstep: Class 12 contains 44088 members 
Mstep: Class 13 contains 257227 members 
Mstep: Class 14 contains 95094 members 
Mstep: Class 15 contains 184654 members 
Mstep: Class 16 contains 2995 members 
Mstep: Class 17 contains 4328 members 
Mstep: Class 18 contains 28471 members 
Mstep: Class 19 contains 19268 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6874 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777512.000000 Penalty: 74538.125000
Iteration 371Q: 23 clusters Score -1.047775e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55092 members 
Mstep: Class 2 contains 5567 members 
Mstep: Class 3 contains 31003 members 
Mstep: Class 4 contains 57297 members 
Mstep: Class 5 contains 4685 members 
Mstep: Class 6 contains 22029 members 
Mstep: Class 7 contains 12434 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15583 members 
Mstep: Class 12 contains 44086 members 
Mstep: Class 13 contains 257290 members 
Mstep: Class 14 contains 95077 members 
Mstep: Class 15 contains 184623 members 
Mstep: Class 16 contains 2993 members 
Mstep: Class 17 contains 4328 members 
Mstep: Class 18 contains 28466 members 
Mstep: Class 19 contains 19269 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6874 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777592.000000 Penalty: 74538.125000
Iteration 372Q: 23 clusters Score -1.047776e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55086 members 
Mstep: Class 2 contains 5567 members 
Mstep: Class 3 contains 30992 members 
Mstep: Class 4 contains 57297 members 
Mstep: Class 5 contains 4683 members 
Mstep: Class 6 contains 22031 members 
Mstep: Class 7 contains 12433 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15583 members 
Mstep: Class 12 contains 44080 members 
Mstep: Class 13 contains 257343 members 
Mstep: Class 14 contains 95067 members 
Mstep: Class 15 contains 184593 members 
Mstep: Class 16 contains 2995 members 
Mstep: Class 17 contains 4329 members 
Mstep: Class 18 contains 28468 members 
Mstep: Class 19 contains 19275 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6874 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777552.000000 Penalty: 74538.125000
Iteration 373Q: 23 clusters Score -1.047776e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55081 members 
Mstep: Class 2 contains 5567 members 
Mstep: Class 3 contains 30988 members 
Mstep: Class 4 contains 57297 members 
Mstep: Class 5 contains 4682 members 
Mstep: Class 6 contains 22032 members 
Mstep: Class 7 contains 12430 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15583 members 
Mstep: Class 12 contains 44079 members 
Mstep: Class 13 contains 257421 members 
Mstep: Class 14 contains 95054 members 
Mstep: Class 15 contains 184543 members 
Mstep: Class 16 contains 2994 members 
Mstep: Class 17 contains 4328 members 
Mstep: Class 18 contains 28469 members 
Mstep: Class 19 contains 19274 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6874 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777536.000000 Penalty: 74538.125000
Iteration 374Q: 23 clusters Score -1.047775e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55076 members 
Mstep: Class 2 contains 5567 members 
Mstep: Class 3 contains 30981 members 
Mstep: Class 4 contains 57291 members 
Mstep: Class 5 contains 4684 members 
Mstep: Class 6 contains 22033 members 
Mstep: Class 7 contains 12433 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15581 members 
Mstep: Class 12 contains 44078 members 
Mstep: Class 13 contains 257482 members 
Mstep: Class 14 contains 95048 members 
Mstep: Class 15 contains 184509 members 
Mstep: Class 16 contains 2992 members 
Mstep: Class 17 contains 4328 members 
Mstep: Class 18 contains 28468 members 
Mstep: Class 19 contains 19271 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6874 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777560.000000 Penalty: 74538.125000
Iteration 375Q: 23 clusters Score -1.047776e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55080 members 
Mstep: Class 2 contains 5567 members 
Mstep: Class 3 contains 30979 members 
Mstep: Class 4 contains 57284 members 
Mstep: Class 5 contains 4684 members 
Mstep: Class 6 contains 22038 members 
Mstep: Class 7 contains 12434 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15581 members 
Mstep: Class 12 contains 44078 members 
Mstep: Class 13 contains 257527 members 
Mstep: Class 14 contains 95036 members 
Mstep: Class 15 contains 184480 members 
Mstep: Class 16 contains 2993 members 
Mstep: Class 17 contains 4328 members 
Mstep: Class 18 contains 28464 members 
Mstep: Class 19 contains 19268 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6875 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777440.000000 Penalty: 74538.125000
Iteration 376Q: 23 clusters Score -1.047774e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55080 members 
Mstep: Class 2 contains 5567 members 
Mstep: Class 3 contains 30972 members 
Mstep: Class 4 contains 57282 members 
Mstep: Class 5 contains 4686 members 
Mstep: Class 6 contains 22040 members 
Mstep: Class 7 contains 12436 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15580 members 
Mstep: Class 12 contains 44078 members 
Mstep: Class 13 contains 257594 members 
Mstep: Class 14 contains 95017 members 
Mstep: Class 15 contains 184443 members 
Mstep: Class 16 contains 2993 members 
Mstep: Class 17 contains 4327 members 
Mstep: Class 18 contains 28458 members 
Mstep: Class 19 contains 19267 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6876 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777488.000000 Penalty: 74538.125000
Iteration 377Q: 23 clusters Score -1.047775e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55086 members 
Mstep: Class 2 contains 5567 members 
Mstep: Class 3 contains 30965 members 
Mstep: Class 4 contains 57283 members 
Mstep: Class 5 contains 4687 members 
Mstep: Class 6 contains 22042 members 
Mstep: Class 7 contains 12438 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15581 members 
Mstep: Class 12 contains 44078 members 
Mstep: Class 13 contains 257648 members 
Mstep: Class 14 contains 95002 members 
Mstep: Class 15 contains 184409 members 
Mstep: Class 16 contains 2993 members 
Mstep: Class 17 contains 4321 members 
Mstep: Class 18 contains 28451 members 
Mstep: Class 19 contains 19268 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6877 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777536.000000 Penalty: 74538.125000
Iteration 378Q: 23 clusters Score -1.047775e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55088 members 
Mstep: Class 2 contains 5568 members 
Mstep: Class 3 contains 30955 members 
Mstep: Class 4 contains 57283 members 
Mstep: Class 5 contains 4689 members 
Mstep: Class 6 contains 22041 members 
Mstep: Class 7 contains 12435 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15583 members 
Mstep: Class 12 contains 44080 members 
Mstep: Class 13 contains 257719 members 
Mstep: Class 14 contains 94975 members 
Mstep: Class 15 contains 184376 members 
Mstep: Class 16 contains 2993 members 
Mstep: Class 17 contains 4320 members 
Mstep: Class 18 contains 28444 members 
Mstep: Class 19 contains 19270 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6877 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777544.000000 Penalty: 74538.125000
Iteration 379Q: 23 clusters Score -1.047775e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55088 members 
Mstep: Class 2 contains 5569 members 
Mstep: Class 3 contains 30949 members 
Mstep: Class 4 contains 57283 members 
Mstep: Class 5 contains 4692 members 
Mstep: Class 6 contains 22042 members 
Mstep: Class 7 contains 12434 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15584 members 
Mstep: Class 12 contains 44079 members 
Mstep: Class 13 contains 257776 members 
Mstep: Class 14 contains 94945 members 
Mstep: Class 15 contains 184352 members 
Mstep: Class 16 contains 2993 members 
Mstep: Class 17 contains 4321 members 
Mstep: Class 18 contains 28443 members 
Mstep: Class 19 contains 19269 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6877 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777568.000000 Penalty: 74538.125000
Iteration 380F: 23 clusters Score -1.047776e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55089 members 
Mstep: Class 2 contains 5570 members 
Mstep: Class 3 contains 30943 members 
Mstep: Class 4 contains 57278 members 
Mstep: Class 5 contains 4694 members 
Mstep: Class 6 contains 22042 members 
Mstep: Class 7 contains 12434 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15584 members 
Mstep: Class 12 contains 44073 members 
Mstep: Class 13 contains 257830 members 
Mstep: Class 14 contains 94912 members 
Mstep: Class 15 contains 184348 members 
Mstep: Class 16 contains 2993 members 
Mstep: Class 17 contains 4321 members 
Mstep: Class 18 contains 28439 members 
Mstep: Class 19 contains 19270 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6877 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777456.000000 Penalty: 74538.125000
Iteration 381Q: 23 clusters Score -1.047775e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55083 members 
Mstep: Class 2 contains 5571 members 
Mstep: Class 3 contains 30935 members 
Mstep: Class 4 contains 57272 members 
Mstep: Class 5 contains 4696 members 
Mstep: Class 6 contains 22041 members 
Mstep: Class 7 contains 12433 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15583 members 
Mstep: Class 12 contains 44069 members 
Mstep: Class 13 contains 257877 members 
Mstep: Class 14 contains 94891 members 
Mstep: Class 15 contains 184350 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 4321 members 
Mstep: Class 18 contains 28437 members 
Mstep: Class 19 contains 19270 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6877 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777432.000000 Penalty: 74538.125000
Iteration 382Q: 23 clusters Score -1.047774e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55082 members 
Mstep: Class 2 contains 5573 members 
Mstep: Class 3 contains 30929 members 
Mstep: Class 4 contains 57262 members 
Mstep: Class 5 contains 4698 members 
Mstep: Class 6 contains 22042 members 
Mstep: Class 7 contains 12433 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15581 members 
Mstep: Class 12 contains 44067 members 
Mstep: Class 13 contains 257929 members 
Mstep: Class 14 contains 94863 members 
Mstep: Class 15 contains 184343 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 4320 members 
Mstep: Class 18 contains 28438 members 
Mstep: Class 19 contains 19269 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6877 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777504.000000 Penalty: 74538.125000
Iteration 383Q: 23 clusters Score -1.047775e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55076 members 
Mstep: Class 2 contains 5574 members 
Mstep: Class 3 contains 30925 members 
Mstep: Class 4 contains 57264 members 
Mstep: Class 5 contains 4697 members 
Mstep: Class 6 contains 22041 members 
Mstep: Class 7 contains 12433 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15582 members 
Mstep: Class 12 contains 44067 members 
Mstep: Class 13 contains 257980 members 
Mstep: Class 14 contains 94837 members 
Mstep: Class 15 contains 184324 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 4320 members 
Mstep: Class 18 contains 28441 members 
Mstep: Class 19 contains 19268 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6877 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777432.000000 Penalty: 74538.125000
Iteration 384Q: 23 clusters Score -1.047774e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55075 members 
Mstep: Class 2 contains 5574 members 
Mstep: Class 3 contains 30922 members 
Mstep: Class 4 contains 57261 members 
Mstep: Class 5 contains 4699 members 
Mstep: Class 6 contains 22041 members 
Mstep: Class 7 contains 12433 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15583 members 
Mstep: Class 12 contains 44071 members 
Mstep: Class 13 contains 258032 members 
Mstep: Class 14 contains 94814 members 
Mstep: Class 15 contains 184294 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 4320 members 
Mstep: Class 18 contains 28439 members 
Mstep: Class 19 contains 19270 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6878 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777464.000000 Penalty: 74538.125000
Iteration 385Q: 23 clusters Score -1.047775e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55072 members 
Mstep: Class 2 contains 5574 members 
Mstep: Class 3 contains 30924 members 
Mstep: Class 4 contains 57263 members 
Mstep: Class 5 contains 4701 members 
Mstep: Class 6 contains 22045 members 
Mstep: Class 7 contains 12434 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15582 members 
Mstep: Class 12 contains 44072 members 
Mstep: Class 13 contains 258067 members 
Mstep: Class 14 contains 94791 members 
Mstep: Class 15 contains 184274 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 4319 members 
Mstep: Class 18 contains 28440 members 
Mstep: Class 19 contains 19270 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6878 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777320.000000 Penalty: 74538.125000
Iteration 386Q: 23 clusters Score -1.047773e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55069 members 
Mstep: Class 2 contains 5574 members 
Mstep: Class 3 contains 30923 members 
Mstep: Class 4 contains 57263 members 
Mstep: Class 5 contains 4704 members 
Mstep: Class 6 contains 22048 members 
Mstep: Class 7 contains 12433 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15584 members 
Mstep: Class 12 contains 44073 members 
Mstep: Class 13 contains 258108 members 
Mstep: Class 14 contains 94764 members 
Mstep: Class 15 contains 184258 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 4318 members 
Mstep: Class 18 contains 28445 members 
Mstep: Class 19 contains 19265 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6877 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777312.000000 Penalty: 74538.125000
Iteration 387Q: 23 clusters Score -1.047773e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55071 members 
Mstep: Class 2 contains 5574 members 
Mstep: Class 3 contains 30920 members 
Mstep: Class 4 contains 57262 members 
Mstep: Class 5 contains 4705 members 
Mstep: Class 6 contains 22050 members 
Mstep: Class 7 contains 12433 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15583 members 
Mstep: Class 12 contains 44075 members 
Mstep: Class 13 contains 258146 members 
Mstep: Class 14 contains 94734 members 
Mstep: Class 15 contains 184244 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 4318 members 
Mstep: Class 18 contains 28454 members 
Mstep: Class 19 contains 19260 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6877 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777448.000000 Penalty: 74538.125000
Iteration 388Q: 23 clusters Score -1.047774e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55072 members 
Mstep: Class 2 contains 5574 members 
Mstep: Class 3 contains 30917 members 
Mstep: Class 4 contains 57263 members 
Mstep: Class 5 contains 4706 members 
Mstep: Class 6 contains 22050 members 
Mstep: Class 7 contains 12433 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15585 members 
Mstep: Class 12 contains 44075 members 
Mstep: Class 13 contains 258179 members 
Mstep: Class 14 contains 94703 members 
Mstep: Class 15 contains 184240 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 4318 members 
Mstep: Class 18 contains 28451 members 
Mstep: Class 19 contains 19263 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6877 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777448.000000 Penalty: 74538.125000
Iteration 389Q: 23 clusters Score -1.047774e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55071 members 
Mstep: Class 2 contains 5574 members 
Mstep: Class 3 contains 30917 members 
Mstep: Class 4 contains 57262 members 
Mstep: Class 5 contains 4705 members 
Mstep: Class 6 contains 22051 members 
Mstep: Class 7 contains 12433 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15588 members 
Mstep: Class 12 contains 44074 members 
Mstep: Class 13 contains 258226 members 
Mstep: Class 14 contains 94671 members 
Mstep: Class 15 contains 184223 members 
Mstep: Class 16 contains 2991 members 
Mstep: Class 17 contains 4318 members 
Mstep: Class 18 contains 28449 members 
Mstep: Class 19 contains 19266 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6878 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777408.000000 Penalty: 74538.125000
Iteration 390Q: 23 clusters Score -1.047774e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55071 members 
Mstep: Class 2 contains 5574 members 
Mstep: Class 3 contains 30916 members 
Mstep: Class 4 contains 57253 members 
Mstep: Class 5 contains 4705 members 
Mstep: Class 6 contains 22052 members 
Mstep: Class 7 contains 12433 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15590 members 
Mstep: Class 12 contains 44075 members 
Mstep: Class 13 contains 258261 members 
Mstep: Class 14 contains 94639 members 
Mstep: Class 15 contains 184223 members 
Mstep: Class 16 contains 2990 members 
Mstep: Class 17 contains 4318 members 
Mstep: Class 18 contains 28451 members 
Mstep: Class 19 contains 19268 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6878 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777344.000000 Penalty: 74538.125000
Iteration 391Q: 23 clusters Score -1.047773e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55070 members 
Mstep: Class 2 contains 5574 members 
Mstep: Class 3 contains 30911 members 
Mstep: Class 4 contains 57253 members 
Mstep: Class 5 contains 4704 members 
Mstep: Class 6 contains 22052 members 
Mstep: Class 7 contains 12432 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15591 members 
Mstep: Class 12 contains 44076 members 
Mstep: Class 13 contains 258281 members 
Mstep: Class 14 contains 94615 members 
Mstep: Class 15 contains 184225 members 
Mstep: Class 16 contains 2989 members 
Mstep: Class 17 contains 4318 members 
Mstep: Class 18 contains 28458 members 
Mstep: Class 19 contains 19270 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6878 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777360.000000 Penalty: 74538.125000
Iteration 392Q: 23 clusters Score -1.047774e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55065 members 
Mstep: Class 2 contains 5574 members 
Mstep: Class 3 contains 30906 members 
Mstep: Class 4 contains 57255 members 
Mstep: Class 5 contains 4703 members 
Mstep: Class 6 contains 22051 members 
Mstep: Class 7 contains 12431 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15592 members 
Mstep: Class 12 contains 44077 members 
Mstep: Class 13 contains 258301 members 
Mstep: Class 14 contains 94595 members 
Mstep: Class 15 contains 184224 members 
Mstep: Class 16 contains 2989 members 
Mstep: Class 17 contains 4318 members 
Mstep: Class 18 contains 28465 members 
Mstep: Class 19 contains 19273 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6878 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777424.000000 Penalty: 74538.125000
Iteration 393Q: 23 clusters Score -1.047774e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55060 members 
Mstep: Class 2 contains 5574 members 
Mstep: Class 3 contains 30903 members 
Mstep: Class 4 contains 57263 members 
Mstep: Class 5 contains 4702 members 
Mstep: Class 6 contains 22050 members 
Mstep: Class 7 contains 12433 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15592 members 
Mstep: Class 12 contains 44077 members 
Mstep: Class 13 contains 258322 members 
Mstep: Class 14 contains 94571 members 
Mstep: Class 15 contains 184224 members 
Mstep: Class 16 contains 2989 members 
Mstep: Class 17 contains 4316 members 
Mstep: Class 18 contains 28471 members 
Mstep: Class 19 contains 19272 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6878 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777384.000000 Penalty: 74538.125000
Iteration 394Q: 23 clusters Score -1.047774e+08 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55058 members 
Mstep: Class 2 contains 5574 members 
Mstep: Class 3 contains 30901 members 
Mstep: Class 4 contains 57261 members 
Mstep: Class 5 contains 4702 members 
Mstep: Class 6 contains 22048 members 
Mstep: Class 7 contains 12433 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15591 members 
Mstep: Class 12 contains 44078 members 
Mstep: Class 13 contains 258340 members 
Mstep: Class 14 contains 94548 members 
Mstep: Class 15 contains 184233 members 
Mstep: Class 16 contains 2988 members 
Mstep: Class 17 contains 4316 members 
Mstep: Class 18 contains 28476 members 
Mstep: Class 19 contains 19272 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6878 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777536.000000 Penalty: 74538.125000
Iteration 395Q: 23 clusters Score -1.047775e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55059 members 
Mstep: Class 2 contains 5574 members 
Mstep: Class 3 contains 30898 members 
Mstep: Class 4 contains 57264 members 
Mstep: Class 5 contains 4701 members 
Mstep: Class 6 contains 22050 members 
Mstep: Class 7 contains 12433 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15591 members 
Mstep: Class 12 contains 44078 members 
Mstep: Class 13 contains 258363 members 
Mstep: Class 14 contains 94525 members 
Mstep: Class 15 contains 184228 members 
Mstep: Class 16 contains 2988 members 
Mstep: Class 17 contains 4317 members 
Mstep: Class 18 contains 28478 members 
Mstep: Class 19 contains 19273 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6877 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777568.000000 Penalty: 74538.125000
Iteration 396Q: 23 clusters Score -1.047776e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55058 members 
Mstep: Class 2 contains 5574 members 
Mstep: Class 3 contains 30897 members 
Mstep: Class 4 contains 57265 members 
Mstep: Class 5 contains 4702 members 
Mstep: Class 6 contains 22052 members 
Mstep: Class 7 contains 12433 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15591 members 
Mstep: Class 12 contains 44077 members 
Mstep: Class 13 contains 258391 members 
Mstep: Class 14 contains 94505 members 
Mstep: Class 15 contains 184212 members 
Mstep: Class 16 contains 2988 members 
Mstep: Class 17 contains 4317 members 
Mstep: Class 18 contains 28483 members 
Mstep: Class 19 contains 19275 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6877 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777624.000000 Penalty: 74538.125000
Iteration 397Q: 23 clusters Score -1.047776e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55058 members 
Mstep: Class 2 contains 5574 members 
Mstep: Class 3 contains 30896 members 
Mstep: Class 4 contains 57270 members 
Mstep: Class 5 contains 4702 members 
Mstep: Class 6 contains 22053 members 
Mstep: Class 7 contains 12434 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15592 members 
Mstep: Class 12 contains 44079 members 
Mstep: Class 13 contains 258421 members 
Mstep: Class 14 contains 94481 members 
Mstep: Class 15 contains 184196 members 
Mstep: Class 16 contains 2988 members 
Mstep: Class 17 contains 4317 members 
Mstep: Class 18 contains 28485 members 
Mstep: Class 19 contains 19274 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6877 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777560.000000 Penalty: 74538.125000
Iteration 398Q: 23 clusters Score -1.047776e+08 nChanged 102
Entering ConstructFrom: 
Score: -104777560.000000 Penalty: 74538.125000
Entering ConstructFrom: 
Trying to split cluster 1 (55057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55057 members 
Entering Unmasked Estep 
Score: -6683221.500000 Penalty: 2707.198730
	Iteration 0F: 2 clusters Score -6683222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27605 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -6646092.500000 Penalty: 5414.397461
	Iteration 0F: 3 clusters Score -6646092 nChanged 25637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -6660324.500000 Penalty: 5414.397461
	Iteration 1F: 3 clusters Score -6660324 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28912 members 
Mstep: Class 2 contains 26145 members 
Entering Unmasked Estep 
Score: -6660913.500000 Penalty: 5414.397461
	Iteration 2Q: 3 clusters Score -6660914 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -6661424.000000 Penalty: 5414.397461
	Iteration 3Q: 3 clusters Score -6661424 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -6661957.000000 Penalty: 5414.397461
	Iteration 4Q: 3 clusters Score -6661957 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -6662686.500000 Penalty: 5414.397461
	Iteration 5Q: 3 clusters Score -6662686 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -6663705.000000 Penalty: 5414.397461
	Iteration 6Q: 3 clusters Score -6663705 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37135 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -6665245.000000 Penalty: 5414.397461
	Iteration 7F: 3 clusters Score -6665245 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40770 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -6667699.000000 Penalty: 5414.397461
	Iteration 8F: 3 clusters Score -6667699 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -6671257.000000 Penalty: 5414.397461
	Iteration 9F: 3 clusters Score -6671257 nChanged 4310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49367 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -6675326.500000 Penalty: 5414.397461
	Iteration 10F: 3 clusters Score -6675326 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52520 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -6678395.000000 Penalty: 5414.397461
	Iteration 11F: 3 clusters Score -6678395 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54071 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -6679870.000000 Penalty: 5414.397461
	Iteration 12Q: 3 clusters Score -6679870 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54631 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -6680483.500000 Penalty: 5414.397461
	Iteration 13Q: 3 clusters Score -6680484 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54788 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -6680684.000000 Penalty: 5414.397461
	Iteration 14Q: 3 clusters Score -6680684 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54837 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -6680753.000000 Penalty: 5414.397461
	Iteration 15Q: 3 clusters Score -6680753 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54853 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -6680802.000000 Penalty: 5414.397461
	Iteration 16Q: 3 clusters Score -6680802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54858 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -6680816.500000 Penalty: 5414.397461
	Iteration 17Q: 3 clusters Score -6680816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54861 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -6680822.000000 Penalty: 5414.397461
	Iteration 18Q: 3 clusters Score -6680822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54864 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -6680824.500000 Penalty: 5414.397461
	Iteration 19Q: 3 clusters Score -6680824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54868 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -6680828.500000 Penalty: 5414.397461
	Iteration 20F: 3 clusters Score -6680828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54869 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -6680845.500000 Penalty: 5414.397461
	Iteration 21Q: 3 clusters Score -6680846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54872 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -6680850.000000 Penalty: 5414.397461
	Iteration 22Q: 3 clusters Score -6680850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54872 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -6680850.000000 Penalty: 5414.397461
	Iteration 23F: 3 clusters Score -6680850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Entering Unmasked Estep 
Score: -658496.562500 Penalty: 2139.215332
	Iteration 0F: 2 clusters Score -658496.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -653560.250000 Penalty: 4278.430664
	Iteration 0F: 3 clusters Score -653560.2 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -654775.250000 Penalty: 4278.430664
	Iteration 1F: 3 clusters Score -654775.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -655048.000000 Penalty: 4278.430664
	Iteration 2F: 3 clusters Score -655048 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -655266.125000 Penalty: 4278.430664
	Iteration 3F: 3 clusters Score -655266.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -655496.187500 Penalty: 4278.430664
	Iteration 4F: 3 clusters Score -655496.2 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -655732.125000 Penalty: 4278.430664
	Iteration 5F: 3 clusters Score -655732.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -655964.375000 Penalty: 4278.430664
	Iteration 6F: 3 clusters Score -655964.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -656189.937500 Penalty: 4278.430664
	Iteration 7Q: 3 clusters Score -656189.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -656400.187500 Penalty: 4278.430664
	Iteration 8Q: 3 clusters Score -656400.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -656593.625000 Penalty: 4278.430664
	Iteration 9Q: 3 clusters Score -656593.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -656732.312500 Penalty: 4278.430664
	Iteration 10Q: 3 clusters Score -656732.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -656844.312500 Penalty: 4278.430664
	Iteration 11Q: 3 clusters Score -656844.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -656924.562500 Penalty: 4278.430664
	Iteration 12Q: 3 clusters Score -656924.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -656979.937500 Penalty: 4278.430664
	Iteration 13Q: 3 clusters Score -656979.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -657016.625000 Penalty: 4278.430664
	Iteration 14Q: 3 clusters Score -657016.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -657047.375000 Penalty: 4278.430664
	Iteration 15Q: 3 clusters Score -657047.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -657060.562500 Penalty: 4278.430664
	Iteration 16Q: 3 clusters Score -657060.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -657065.187500 Penalty: 4278.430664
	Iteration 17Q: 3 clusters Score -657065.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -657071.187500 Penalty: 4278.430664
	Iteration 18Q: 3 clusters Score -657071.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -657075.125000 Penalty: 4278.430664
	Iteration 19Q: 3 clusters Score -657075.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -657080.750000 Penalty: 4278.430664
	Iteration 20F: 3 clusters Score -657080.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -657087.437500 Penalty: 4278.430664
	Iteration 21Q: 3 clusters Score -657087.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -657090.812500 Penalty: 4278.430664
	Iteration 22Q: 3 clusters Score -657090.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -657093.250000 Penalty: 4278.430664
	Iteration 23Q: 3 clusters Score -657093.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -657093.937500 Penalty: 4278.430664
	Iteration 24Q: 3 clusters Score -657093.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -657097.437500 Penalty: 4278.430664
	Iteration 25Q: 3 clusters Score -657097.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -657101.125000 Penalty: 4278.430664
	Iteration 26Q: 3 clusters Score -657101.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -657106.937500 Penalty: 4278.430664
	Iteration 27Q: 3 clusters Score -657106.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -657113.062500 Penalty: 4278.430664
	Iteration 28Q: 3 clusters Score -657113.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -657120.187500 Penalty: 4278.430664
	Iteration 29Q: 3 clusters Score -657120.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -657124.937500 Penalty: 4278.430664
	Iteration 30Q: 3 clusters Score -657124.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -657126.812500 Penalty: 4278.430664
	Iteration 31Q: 3 clusters Score -657126.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -657129.375000 Penalty: 4278.430664
	Iteration 32Q: 3 clusters Score -657129.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -657131.000000 Penalty: 4278.430664
	Iteration 33Q: 3 clusters Score -657131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -657132.375000 Penalty: 4278.430664
	Iteration 34Q: 3 clusters Score -657132.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -657133.437500 Penalty: 4278.430664
	Iteration 35Q: 3 clusters Score -657133.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -657135.250000 Penalty: 4278.430664
	Iteration 36Q: 3 clusters Score -657135.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -657138.812500 Penalty: 4278.430664
	Iteration 37Q: 3 clusters Score -657138.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -657137.875000 Penalty: 4278.430664
	Iteration 38Q: 3 clusters Score -657137.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -657139.687500 Penalty: 4278.430664
	Iteration 39Q: 3 clusters Score -657139.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -657141.250000 Penalty: 4278.430664
	Iteration 40F: 3 clusters Score -657141.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (30894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30894 members 
Entering Unmasked Estep 
Score: -3879969.750000 Penalty: 2563.902588
	Iteration 0F: 2 clusters Score -3879970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -3858811.500000 Penalty: 5127.805176
	Iteration 0F: 3 clusters Score -3858812 nChanged 13920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -3866399.750000 Penalty: 5127.805176
	Iteration 1F: 3 clusters Score -3866400 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -3866800.000000 Penalty: 5127.805176
	Iteration 2Q: 3 clusters Score -3866800 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -3867125.750000 Penalty: 5127.805176
	Iteration 3Q: 3 clusters Score -3867126 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -3867439.000000 Penalty: 5127.805176
	Iteration 4Q: 3 clusters Score -3867439 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -3867669.750000 Penalty: 5127.805176
	Iteration 5Q: 3 clusters Score -3867670 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -3867946.000000 Penalty: 5127.805176
	Iteration 6Q: 3 clusters Score -3867946 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -3868224.250000 Penalty: 5127.805176
	Iteration 7Q: 3 clusters Score -3868224 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -3868549.250000 Penalty: 5127.805176
	Iteration 8Q: 3 clusters Score -3868549 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -3868978.250000 Penalty: 5127.805176
	Iteration 9Q: 3 clusters Score -3868978 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -3869587.000000 Penalty: 5127.805176
	Iteration 10Q: 3 clusters Score -3869587 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -3870326.750000 Penalty: 5127.805176
	Iteration 11Q: 3 clusters Score -3870327 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -3871276.000000 Penalty: 5127.805176
	Iteration 12Q: 3 clusters Score -3871276 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -3872449.500000 Penalty: 5127.805176
	Iteration 13F: 3 clusters Score -3872450 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -3873623.750000 Penalty: 5127.805176
	Iteration 14F: 3 clusters Score -3873624 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -3874690.500000 Penalty: 5127.805176
	Iteration 15Q: 3 clusters Score -3874690 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -3875601.750000 Penalty: 5127.805176
	Iteration 16Q: 3 clusters Score -3875602 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -3876296.750000 Penalty: 5127.805176
	Iteration 17Q: 3 clusters Score -3876297 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3876783.000000 Penalty: 5127.805176
	Iteration 18Q: 3 clusters Score -3876783 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29754 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3877107.000000 Penalty: 5127.805176
	Iteration 19Q: 3 clusters Score -3877107 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30002 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3877298.000000 Penalty: 5127.805176
	Iteration 20F: 3 clusters Score -3877298 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3877422.250000 Penalty: 5127.805176
	Iteration 21Q: 3 clusters Score -3877422 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3877521.000000 Penalty: 5127.805176
	Iteration 22Q: 3 clusters Score -3877521 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3877579.250000 Penalty: 5127.805176
	Iteration 23Q: 3 clusters Score -3877579 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3877612.750000 Penalty: 5127.805176
	Iteration 24Q: 3 clusters Score -3877613 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3877649.500000 Penalty: 5127.805176
	Iteration 25Q: 3 clusters Score -3877650 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -3877680.000000 Penalty: 5127.805176
	Iteration 26Q: 3 clusters Score -3877680 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30434 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3877705.000000 Penalty: 5127.805176
	Iteration 27Q: 3 clusters Score -3877705 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -3877727.000000 Penalty: 5127.805176
	Iteration 28Q: 3 clusters Score -3877727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30463 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3877741.000000 Penalty: 5127.805176
	Iteration 29Q: 3 clusters Score -3877741 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3877748.500000 Penalty: 5127.805176
	Iteration 30Q: 3 clusters Score -3877748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3877765.750000 Penalty: 5127.805176
	Iteration 31Q: 3 clusters Score -3877766 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30494 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3877772.500000 Penalty: 5127.805176
	Iteration 32Q: 3 clusters Score -3877772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3877784.250000 Penalty: 5127.805176
	Iteration 33Q: 3 clusters Score -3877784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30509 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3877788.000000 Penalty: 5127.805176
	Iteration 34Q: 3 clusters Score -3877788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3877802.000000 Penalty: 5127.805176
	Iteration 35Q: 3 clusters Score -3877802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30520 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3877805.750000 Penalty: 5127.805176
	Iteration 36Q: 3 clusters Score -3877806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3877811.250000 Penalty: 5127.805176
	Iteration 37Q: 3 clusters Score -3877811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3877809.750000 Penalty: 5127.805176
	Iteration 38Q: 3 clusters Score -3877810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -3877809.750000 Penalty: 5127.805176
	Iteration 39F: 3 clusters Score -3877810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (57271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57271 members 
Entering Unmasked Estep 
Score: -7226066.000000 Penalty: 2716.976318
	Iteration 0F: 2 clusters Score -7226066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -7187696.000000 Penalty: 5433.952637
	Iteration 0F: 3 clusters Score -7187696 nChanged 26620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -7202365.000000 Penalty: 5433.952637
	Iteration 1F: 3 clusters Score -7202365 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26653 members 
Mstep: Class 2 contains 30618 members 
Entering Unmasked Estep 
Score: -7202891.000000 Penalty: 5433.952637
	Iteration 2Q: 3 clusters Score -7202891 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 31753 members 
Entering Unmasked Estep 
Score: -7203423.500000 Penalty: 5433.952637
	Iteration 3Q: 3 clusters Score -7203424 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 33415 members 
Entering Unmasked Estep 
Score: -7204131.500000 Penalty: 5433.952637
	Iteration 4Q: 3 clusters Score -7204132 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -7205353.000000 Penalty: 5433.952637
	Iteration 5Q: 3 clusters Score -7205353 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 39023 members 
Entering Unmasked Estep 
Score: -7207408.500000 Penalty: 5433.952637
	Iteration 6F: 3 clusters Score -7207408 nChanged 4356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 43293 members 
Entering Unmasked Estep 
Score: -7210716.000000 Penalty: 5433.952637
	Iteration 7F: 3 clusters Score -7210716 nChanged 4836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 48091 members 
Entering Unmasked Estep 
Score: -7215150.500000 Penalty: 5433.952637
	Iteration 8F: 3 clusters Score -7215150 nChanged 4162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 52231 members 
Entering Unmasked Estep 
Score: -7219254.000000 Penalty: 5433.952637
	Iteration 9F: 3 clusters Score -7219254 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 54850 members 
Entering Unmasked Estep 
Score: -7221850.000000 Penalty: 5433.952637
	Iteration 10Q: 3 clusters Score -7221850 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 56069 members 
Entering Unmasked Estep 
Score: -7223037.000000 Penalty: 5433.952637
	Iteration 11Q: 3 clusters Score -7223037 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 56539 members 
Entering Unmasked Estep 
Score: -7223544.000000 Penalty: 5433.952637
	Iteration 12Q: 3 clusters Score -7223544 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 56699 members 
Entering Unmasked Estep 
Score: -7223779.000000 Penalty: 5433.952637
	Iteration 13Q: 3 clusters Score -7223779 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 56764 members 
Entering Unmasked Estep 
Score: -7223935.500000 Penalty: 5433.952637
	Iteration 14Q: 3 clusters Score -7223936 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 56786 members 
Entering Unmasked Estep 
Score: -7224037.000000 Penalty: 5433.952637
	Iteration 15Q: 3 clusters Score -7224037 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 56789 members 
Entering Unmasked Estep 
Score: -7224088.000000 Penalty: 5433.952637
	Iteration 16Q: 3 clusters Score -7224088 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 56789 members 
Entering Unmasked Estep 
Score: -7224130.000000 Penalty: 5433.952637
	Iteration 17Q: 3 clusters Score -7224130 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 56791 members 
Entering Unmasked Estep 
Score: -7224156.500000 Penalty: 5433.952637
	Iteration 18Q: 3 clusters Score -7224156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 56787 members 
Entering Unmasked Estep 
Score: -7224170.000000 Penalty: 5433.952637
	Iteration 19Q: 3 clusters Score -7224170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 56792 members 
Entering Unmasked Estep 
Score: -7224184.000000 Penalty: 5433.952637
	Iteration 20F: 3 clusters Score -7224184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 56789 members 
Entering Unmasked Estep 
Score: -7224190.000000 Penalty: 5433.952637
	Iteration 21Q: 3 clusters Score -7224190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 56790 members 
Entering Unmasked Estep 
Score: -7224189.000000 Penalty: 5433.952637
	Iteration 22Q: 3 clusters Score -7224189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 56790 members 
Entering Unmasked Estep 
Score: -7224189.000000 Penalty: 5433.952637
	Iteration 23F: 3 clusters Score -7224189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Entering Unmasked Estep 
Score: -581052.937500 Penalty: 2097.024170
	Iteration 0F: 2 clusters Score -581052.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -576708.812500 Penalty: 4194.048340
	Iteration 0F: 3 clusters Score -576708.8 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -577734.125000 Penalty: 4194.048340
	Iteration 1F: 3 clusters Score -577734.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -577938.562500 Penalty: 4194.048340
	Iteration 2F: 3 clusters Score -577938.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -578076.000000 Penalty: 4194.048340
	Iteration 3Q: 3 clusters Score -578076 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -578187.625000 Penalty: 4194.048340
	Iteration 4Q: 3 clusters Score -578187.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -578281.750000 Penalty: 4194.048340
	Iteration 5Q: 3 clusters Score -578281.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -578367.500000 Penalty: 4194.048340
	Iteration 6Q: 3 clusters Score -578367.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -578446.000000 Penalty: 4194.048340
	Iteration 7Q: 3 clusters Score -578446 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -578535.000000 Penalty: 4194.048340
	Iteration 8Q: 3 clusters Score -578535 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -578643.875000 Penalty: 4194.048340
	Iteration 9Q: 3 clusters Score -578643.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -578760.875000 Penalty: 4194.048340
	Iteration 10Q: 3 clusters Score -578760.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -578899.062500 Penalty: 4194.048340
	Iteration 11Q: 3 clusters Score -578899.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -579052.187500 Penalty: 4194.048340
	Iteration 12Q: 3 clusters Score -579052.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -579187.937500 Penalty: 4194.048340
	Iteration 13Q: 3 clusters Score -579187.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -579279.250000 Penalty: 4194.048340
	Iteration 14Q: 3 clusters Score -579279.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -579349.750000 Penalty: 4194.048340
	Iteration 15Q: 3 clusters Score -579349.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -579397.500000 Penalty: 4194.048340
	Iteration 16Q: 3 clusters Score -579397.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -579434.375000 Penalty: 4194.048340
	Iteration 17Q: 3 clusters Score -579434.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -579461.875000 Penalty: 4194.048340
	Iteration 18Q: 3 clusters Score -579461.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -579487.625000 Penalty: 4194.048340
	Iteration 19Q: 3 clusters Score -579487.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -579511.625000 Penalty: 4194.048340
	Iteration 20F: 3 clusters Score -579511.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -579526.062500 Penalty: 4194.048340
	Iteration 21Q: 3 clusters Score -579526.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -579539.187500 Penalty: 4194.048340
	Iteration 22Q: 3 clusters Score -579539.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -579546.437500 Penalty: 4194.048340
	Iteration 23Q: 3 clusters Score -579546.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -579553.875000 Penalty: 4194.048340
	Iteration 24Q: 3 clusters Score -579553.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -579561.687500 Penalty: 4194.048340
	Iteration 25Q: 3 clusters Score -579561.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -579567.750000 Penalty: 4194.048340
	Iteration 26Q: 3 clusters Score -579567.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -579576.812500 Penalty: 4194.048340
	Iteration 27Q: 3 clusters Score -579576.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -579585.062500 Penalty: 4194.048340
	Iteration 28Q: 3 clusters Score -579585.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -579597.875000 Penalty: 4194.048340
	Iteration 29Q: 3 clusters Score -579597.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -579609.375000 Penalty: 4194.048340
	Iteration 30Q: 3 clusters Score -579609.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -579623.437500 Penalty: 4194.048340
	Iteration 31Q: 3 clusters Score -579623.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -579627.375000 Penalty: 4194.048340
	Iteration 32Q: 3 clusters Score -579627.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -579631.562500 Penalty: 4194.048340
	Iteration 33Q: 3 clusters Score -579631.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -579633.562500 Penalty: 4194.048340
	Iteration 34Q: 3 clusters Score -579633.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -579636.687500 Penalty: 4194.048340
	Iteration 35Q: 3 clusters Score -579636.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -579637.812500 Penalty: 4194.048340
	Iteration 36Q: 3 clusters Score -579637.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -579637.812500 Penalty: 4194.048340
	Iteration 37F: 3 clusters Score -579637.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Entering Unmasked Estep 
Score: -2650737.750000 Penalty: 2480.309814
	Iteration 0F: 2 clusters Score -2650738 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -2635379.250000 Penalty: 4960.619629
	Iteration 0F: 3 clusters Score -2635379 nChanged 9751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -2640668.000000 Penalty: 4960.619629
	Iteration 1F: 3 clusters Score -2640668 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -2641127.000000 Penalty: 4960.619629
	Iteration 2F: 3 clusters Score -2641127 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -2641564.000000 Penalty: 4960.619629
	Iteration 3Q: 3 clusters Score -2641564 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -2642055.250000 Penalty: 4960.619629
	Iteration 4Q: 3 clusters Score -2642055 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -2642663.500000 Penalty: 4960.619629
	Iteration 5F: 3 clusters Score -2642664 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -2643489.000000 Penalty: 4960.619629
	Iteration 6F: 3 clusters Score -2643489 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -2644495.750000 Penalty: 4960.619629
	Iteration 7F: 3 clusters Score -2644496 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -2645555.750000 Penalty: 4960.619629
	Iteration 8F: 3 clusters Score -2645556 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -2646521.250000 Penalty: 4960.619629
	Iteration 9F: 3 clusters Score -2646521 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -2647233.250000 Penalty: 4960.619629
	Iteration 10Q: 3 clusters Score -2647233 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2647680.750000 Penalty: 4960.619629
	Iteration 11Q: 3 clusters Score -2647681 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2647950.000000 Penalty: 4960.619629
	Iteration 12Q: 3 clusters Score -2647950 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2648138.000000 Penalty: 4960.619629
	Iteration 13Q: 3 clusters Score -2648138 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2648260.500000 Penalty: 4960.619629
	Iteration 14Q: 3 clusters Score -2648260 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2648345.250000 Penalty: 4960.619629
	Iteration 15Q: 3 clusters Score -2648345 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2648404.000000 Penalty: 4960.619629
	Iteration 16Q: 3 clusters Score -2648404 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2648443.500000 Penalty: 4960.619629
	Iteration 17Q: 3 clusters Score -2648444 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20878 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2648480.250000 Penalty: 4960.619629
	Iteration 18Q: 3 clusters Score -2648480 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2648508.250000 Penalty: 4960.619629
	Iteration 19Q: 3 clusters Score -2648508 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2648528.750000 Penalty: 4960.619629
	Iteration 20F: 3 clusters Score -2648529 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2648546.500000 Penalty: 4960.619629
	Iteration 21Q: 3 clusters Score -2648546 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2648564.250000 Penalty: 4960.619629
	Iteration 22Q: 3 clusters Score -2648564 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2648571.500000 Penalty: 4960.619629
	Iteration 23Q: 3 clusters Score -2648572 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2648581.000000 Penalty: 4960.619629
	Iteration 24Q: 3 clusters Score -2648581 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2648597.750000 Penalty: 4960.619629
	Iteration 25Q: 3 clusters Score -2648598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2648609.750000 Penalty: 4960.619629
	Iteration 26Q: 3 clusters Score -2648610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2648615.250000 Penalty: 4960.619629
	Iteration 27Q: 3 clusters Score -2648615 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2648620.000000 Penalty: 4960.619629
	Iteration 28Q: 3 clusters Score -2648620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -2648631.250000 Penalty: 4960.619629
	Iteration 29Q: 3 clusters Score -2648631 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2648645.750000 Penalty: 4960.619629
	Iteration 30Q: 3 clusters Score -2648646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21148 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2648648.500000 Penalty: 4960.619629
	Iteration 31Q: 3 clusters Score -2648648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2648656.250000 Penalty: 4960.619629
	Iteration 32Q: 3 clusters Score -2648656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2648662.000000 Penalty: 4960.619629
	Iteration 33Q: 3 clusters Score -2648662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2648663.000000 Penalty: 4960.619629
	Iteration 34Q: 3 clusters Score -2648663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2648666.500000 Penalty: 4960.619629
	Iteration 35Q: 3 clusters Score -2648666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2648666.500000 Penalty: 4960.619629
	Iteration 36Q: 3 clusters Score -2648666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2648675.500000 Penalty: 4960.619629
	Iteration 37Q: 3 clusters Score -2648676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2648677.500000 Penalty: 4960.619629
	Iteration 38Q: 3 clusters Score -2648678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2648676.000000 Penalty: 4960.619629
	Iteration 39Q: 3 clusters Score -2648676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21170 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2648677.750000 Penalty: 4960.619629
	Iteration 40F: 3 clusters Score -2648678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21172 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2648676.750000 Penalty: 4960.619629
	Iteration 41Q: 3 clusters Score -2648677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2648675.500000 Penalty: 4960.619629
	Iteration 42Q: 3 clusters Score -2648676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2648675.500000 Penalty: 4960.619629
	Iteration 43F: 3 clusters Score -2648676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Entering Unmasked Estep 
Score: -1557058.000000 Penalty: 2338.171143
	Iteration 0F: 2 clusters Score -1557058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1547750.500000 Penalty: 4676.342285
	Iteration 0F: 3 clusters Score -1547750 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1550650.875000 Penalty: 4676.342285
	Iteration 1F: 3 clusters Score -1550651 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1551121.375000 Penalty: 4676.342285
	Iteration 2F: 3 clusters Score -1551121 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1551571.375000 Penalty: 4676.342285
	Iteration 3F: 3 clusters Score -1551571 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1552028.625000 Penalty: 4676.342285
	Iteration 4F: 3 clusters Score -1552029 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1552463.000000 Penalty: 4676.342285
	Iteration 5F: 3 clusters Score -1552463 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1552904.000000 Penalty: 4676.342285
	Iteration 6F: 3 clusters Score -1552904 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1553360.375000 Penalty: 4676.342285
	Iteration 7F: 3 clusters Score -1553360 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1553782.625000 Penalty: 4676.342285
	Iteration 8Q: 3 clusters Score -1553783 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1554165.000000 Penalty: 4676.342285
	Iteration 9Q: 3 clusters Score -1554165 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1554488.750000 Penalty: 4676.342285
	Iteration 10Q: 3 clusters Score -1554489 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1554720.000000 Penalty: 4676.342285
	Iteration 11Q: 3 clusters Score -1554720 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1554864.750000 Penalty: 4676.342285
	Iteration 12Q: 3 clusters Score -1554865 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1554962.750000 Penalty: 4676.342285
	Iteration 13Q: 3 clusters Score -1554963 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1555051.000000 Penalty: 4676.342285
	Iteration 14Q: 3 clusters Score -1555051 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1555104.750000 Penalty: 4676.342285
	Iteration 15Q: 3 clusters Score -1555105 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1555146.000000 Penalty: 4676.342285
	Iteration 16Q: 3 clusters Score -1555146 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1555172.625000 Penalty: 4676.342285
	Iteration 17Q: 3 clusters Score -1555173 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1555196.500000 Penalty: 4676.342285
	Iteration 18Q: 3 clusters Score -1555196 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1555213.250000 Penalty: 4676.342285
	Iteration 19Q: 3 clusters Score -1555213 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1555230.250000 Penalty: 4676.342285
	Iteration 20F: 3 clusters Score -1555230 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1555253.375000 Penalty: 4676.342285
	Iteration 21Q: 3 clusters Score -1555253 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1555266.875000 Penalty: 4676.342285
	Iteration 22Q: 3 clusters Score -1555267 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1555281.625000 Penalty: 4676.342285
	Iteration 23Q: 3 clusters Score -1555282 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1555288.000000 Penalty: 4676.342285
	Iteration 24Q: 3 clusters Score -1555288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1555296.375000 Penalty: 4676.342285
	Iteration 25Q: 3 clusters Score -1555296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1555301.375000 Penalty: 4676.342285
	Iteration 26Q: 3 clusters Score -1555301 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1555307.375000 Penalty: 4676.342285
	Iteration 27Q: 3 clusters Score -1555307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1555311.875000 Penalty: 4676.342285
	Iteration 28Q: 3 clusters Score -1555312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1555313.125000 Penalty: 4676.342285
	Iteration 29Q: 3 clusters Score -1555313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1555311.000000 Penalty: 4676.342285
	Iteration 30Q: 3 clusters Score -1555311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1555313.750000 Penalty: 4676.342285
	Iteration 31Q: 3 clusters Score -1555314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1555316.500000 Penalty: 4676.342285
	Iteration 32Q: 3 clusters Score -1555316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1555321.875000 Penalty: 4676.342285
	Iteration 33Q: 3 clusters Score -1555322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1555324.250000 Penalty: 4676.342285
	Iteration 34Q: 3 clusters Score -1555324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1555326.500000 Penalty: 4676.342285
	Iteration 35Q: 3 clusters Score -1555326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1555326.250000 Penalty: 4676.342285
	Iteration 36Q: 3 clusters Score -1555326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1555326.250000 Penalty: 4676.342285
	Iteration 37F: 3 clusters Score -1555326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -82052.640625 Penalty: 1625.021973
	Iteration 0F: 2 clusters Score -82052.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -80366.742188 Penalty: 3250.043945
	Iteration 0F: 3 clusters Score -80366.74 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -80571.828125 Penalty: 3250.043945
	Iteration 1F: 3 clusters Score -80571.83 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -80618.539062 Penalty: 3250.043945
	Iteration 2Q: 3 clusters Score -80618.54 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -80647.500000 Penalty: 3250.043945
	Iteration 3Q: 3 clusters Score -80647.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -80665.546875 Penalty: 3250.043945
	Iteration 4Q: 3 clusters Score -80665.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -80677.085938 Penalty: 3250.043945
	Iteration 5Q: 3 clusters Score -80677.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -80684.515625 Penalty: 3250.043945
	Iteration 6Q: 3 clusters Score -80684.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -80694.929688 Penalty: 3250.043945
	Iteration 7Q: 3 clusters Score -80694.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -80703.328125 Penalty: 3250.043945
	Iteration 8Q: 3 clusters Score -80703.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -80709.203125 Penalty: 3250.043945
	Iteration 9Q: 3 clusters Score -80709.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -80713.976562 Penalty: 3250.043945
	Iteration 10Q: 3 clusters Score -80713.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -80717.257812 Penalty: 3250.043945
	Iteration 11Q: 3 clusters Score -80717.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -80727.101562 Penalty: 3250.043945
	Iteration 12Q: 3 clusters Score -80727.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -80729.203125 Penalty: 3250.043945
	Iteration 13Q: 3 clusters Score -80729.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -80731.546875 Penalty: 3250.043945
	Iteration 14Q: 3 clusters Score -80731.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -80731.546875 Penalty: 3250.043945
	Iteration 15F: 3 clusters Score -80731.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Entering Unmasked Estep 
Score: -120329.195312 Penalty: 1723.802002
	Iteration 0F: 2 clusters Score -120329.2 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 549 members 
Entering Unmasked Estep 
Score: -118456.953125 Penalty: 3447.604004
	Iteration 0F: 3 clusters Score -118457 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -118882.406250 Penalty: 3447.604004
	Iteration 1F: 3 clusters Score -118882.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -118994.265625 Penalty: 3447.604004
	Iteration 2F: 3 clusters Score -118994.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -119056.789062 Penalty: 3447.604004
	Iteration 3Q: 3 clusters Score -119056.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -119108.367188 Penalty: 3447.604004
	Iteration 4Q: 3 clusters Score -119108.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -119139.242188 Penalty: 3447.604004
	Iteration 5Q: 3 clusters Score -119139.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -119159.890625 Penalty: 3447.604004
	Iteration 6Q: 3 clusters Score -119159.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -119178.281250 Penalty: 3447.604004
	Iteration 7Q: 3 clusters Score -119178.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -119190.101562 Penalty: 3447.604004
	Iteration 8Q: 3 clusters Score -119190.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -119203.789062 Penalty: 3447.604004
	Iteration 9Q: 3 clusters Score -119203.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -119219.218750 Penalty: 3447.604004
	Iteration 10Q: 3 clusters Score -119219.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -119240.632812 Penalty: 3447.604004
	Iteration 11Q: 3 clusters Score -119240.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -119252.390625 Penalty: 3447.604004
	Iteration 12Q: 3 clusters Score -119252.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -119265.695312 Penalty: 3447.604004
	Iteration 13Q: 3 clusters Score -119265.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -119272.687500 Penalty: 3447.604004
	Iteration 14Q: 3 clusters Score -119272.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -119277.351562 Penalty: 3447.604004
	Iteration 15Q: 3 clusters Score -119277.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -119282.179688 Penalty: 3447.604004
	Iteration 16Q: 3 clusters Score -119282.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -119283.539062 Penalty: 3447.604004
	Iteration 17Q: 3 clusters Score -119283.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -119283.539062 Penalty: 3447.604004
	Iteration 18F: 3 clusters Score -119283.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Entering Unmasked Estep 
Score: -731178.375000 Penalty: 2148.429932
	Iteration 0F: 2 clusters Score -731178.4 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 2864 members 
Entering Unmasked Estep 
Score: -726135.875000 Penalty: 4296.859863
	Iteration 0F: 3 clusters Score -726135.9 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -727338.500000 Penalty: 4296.859863
	Iteration 1F: 3 clusters Score -727338.5 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -727584.375000 Penalty: 4296.859863
	Iteration 2F: 3 clusters Score -727584.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -727734.812500 Penalty: 4296.859863
	Iteration 3F: 3 clusters Score -727734.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -727857.937500 Penalty: 4296.859863
	Iteration 4Q: 3 clusters Score -727857.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -727950.750000 Penalty: 4296.859863
	Iteration 5Q: 3 clusters Score -727950.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -728029.625000 Penalty: 4296.859863
	Iteration 6Q: 3 clusters Score -728029.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -728106.625000 Penalty: 4296.859863
	Iteration 7Q: 3 clusters Score -728106.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -728170.312500 Penalty: 4296.859863
	Iteration 8Q: 3 clusters Score -728170.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -728236.687500 Penalty: 4296.859863
	Iteration 9Q: 3 clusters Score -728236.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -728297.000000 Penalty: 4296.859863
	Iteration 10Q: 3 clusters Score -728297 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -728355.875000 Penalty: 4296.859863
	Iteration 11Q: 3 clusters Score -728355.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -728402.562500 Penalty: 4296.859863
	Iteration 12Q: 3 clusters Score -728402.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -728449.187500 Penalty: 4296.859863
	Iteration 13Q: 3 clusters Score -728449.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -728493.625000 Penalty: 4296.859863
	Iteration 14Q: 3 clusters Score -728493.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -728538.187500 Penalty: 4296.859863
	Iteration 15Q: 3 clusters Score -728538.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -728583.625000 Penalty: 4296.859863
	Iteration 16Q: 3 clusters Score -728583.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -728636.375000 Penalty: 4296.859863
	Iteration 17Q: 3 clusters Score -728636.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -728710.062500 Penalty: 4296.859863
	Iteration 18Q: 3 clusters Score -728710.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -728781.000000 Penalty: 4296.859863
	Iteration 19Q: 3 clusters Score -728781 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -728838.375000 Penalty: 4296.859863
	Iteration 20F: 3 clusters Score -728838.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -728893.562500 Penalty: 4296.859863
	Iteration 21Q: 3 clusters Score -728893.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -728940.437500 Penalty: 4296.859863
	Iteration 22Q: 3 clusters Score -728940.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -728981.312500 Penalty: 4296.859863
	Iteration 23Q: 3 clusters Score -728981.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -729024.375000 Penalty: 4296.859863
	Iteration 24Q: 3 clusters Score -729024.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -729054.500000 Penalty: 4296.859863
	Iteration 25Q: 3 clusters Score -729054.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -729082.937500 Penalty: 4296.859863
	Iteration 26Q: 3 clusters Score -729082.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -729115.562500 Penalty: 4296.859863
	Iteration 27Q: 3 clusters Score -729115.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -729146.687500 Penalty: 4296.859863
	Iteration 28Q: 3 clusters Score -729146.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -729171.500000 Penalty: 4296.859863
	Iteration 29Q: 3 clusters Score -729171.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -729188.812500 Penalty: 4296.859863
	Iteration 30Q: 3 clusters Score -729188.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -729206.375000 Penalty: 4296.859863
	Iteration 31Q: 3 clusters Score -729206.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -729228.312500 Penalty: 4296.859863
	Iteration 32Q: 3 clusters Score -729228.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -729241.437500 Penalty: 4296.859863
	Iteration 33Q: 3 clusters Score -729241.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -729258.437500 Penalty: 4296.859863
	Iteration 34Q: 3 clusters Score -729258.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -729274.312500 Penalty: 4296.859863
	Iteration 35Q: 3 clusters Score -729274.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -729288.812500 Penalty: 4296.859863
	Iteration 36Q: 3 clusters Score -729288.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -729293.312500 Penalty: 4296.859863
	Iteration 37Q: 3 clusters Score -729293.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -729297.437500 Penalty: 4296.859863
	Iteration 38Q: 3 clusters Score -729297.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -729298.562500 Penalty: 4296.859863
	Iteration 39Q: 3 clusters Score -729298.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -729298.562500 Penalty: 4296.859863
	Iteration 40F: 3 clusters Score -729298.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Entering Unmasked Estep 
Score: -1958231.750000 Penalty: 2394.351074
	Iteration 0F: 2 clusters Score -1958232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1946946.500000 Penalty: 4788.702148
	Iteration 0F: 3 clusters Score -1946946 nChanged 6743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1950666.750000 Penalty: 4788.702148
	Iteration 1F: 3 clusters Score -1950667 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1951059.250000 Penalty: 4788.702148
	Iteration 2F: 3 clusters Score -1951059 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1951357.125000 Penalty: 4788.702148
	Iteration 3Q: 3 clusters Score -1951357 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1951640.500000 Penalty: 4788.702148
	Iteration 4Q: 3 clusters Score -1951640 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1951917.000000 Penalty: 4788.702148
	Iteration 5Q: 3 clusters Score -1951917 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1952221.125000 Penalty: 4788.702148
	Iteration 6Q: 3 clusters Score -1952221 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1952583.250000 Penalty: 4788.702148
	Iteration 7Q: 3 clusters Score -1952583 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1953012.375000 Penalty: 4788.702148
	Iteration 8Q: 3 clusters Score -1953012 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -1953545.500000 Penalty: 4788.702148
	Iteration 9F: 3 clusters Score -1953546 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1954112.125000 Penalty: 4788.702148
	Iteration 10F: 3 clusters Score -1954112 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1954722.000000 Penalty: 4788.702148
	Iteration 11F: 3 clusters Score -1954722 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1955236.625000 Penalty: 4788.702148
	Iteration 12Q: 3 clusters Score -1955237 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1955590.500000 Penalty: 4788.702148
	Iteration 13Q: 3 clusters Score -1955590 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1955807.000000 Penalty: 4788.702148
	Iteration 14Q: 3 clusters Score -1955807 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1955910.375000 Penalty: 4788.702148
	Iteration 15Q: 3 clusters Score -1955910 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1955973.000000 Penalty: 4788.702148
	Iteration 16Q: 3 clusters Score -1955973 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1956016.250000 Penalty: 4788.702148
	Iteration 17Q: 3 clusters Score -1956016 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1956056.375000 Penalty: 4788.702148
	Iteration 18Q: 3 clusters Score -1956056 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1956097.125000 Penalty: 4788.702148
	Iteration 19Q: 3 clusters Score -1956097 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -1956133.000000 Penalty: 4788.702148
	Iteration 20F: 3 clusters Score -1956133 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1956158.375000 Penalty: 4788.702148
	Iteration 21Q: 3 clusters Score -1956158 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1956183.000000 Penalty: 4788.702148
	Iteration 22Q: 3 clusters Score -1956183 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1956208.250000 Penalty: 4788.702148
	Iteration 23Q: 3 clusters Score -1956208 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1956222.625000 Penalty: 4788.702148
	Iteration 24Q: 3 clusters Score -1956223 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1956239.125000 Penalty: 4788.702148
	Iteration 25Q: 3 clusters Score -1956239 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1956250.125000 Penalty: 4788.702148
	Iteration 26Q: 3 clusters Score -1956250 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1956263.500000 Penalty: 4788.702148
	Iteration 27Q: 3 clusters Score -1956264 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1956268.625000 Penalty: 4788.702148
	Iteration 28Q: 3 clusters Score -1956269 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1956271.375000 Penalty: 4788.702148
	Iteration 29Q: 3 clusters Score -1956271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1956274.875000 Penalty: 4788.702148
	Iteration 30Q: 3 clusters Score -1956275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13090 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1956276.875000 Penalty: 4788.702148
	Iteration 31Q: 3 clusters Score -1956277 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1956278.375000 Penalty: 4788.702148
	Iteration 32Q: 3 clusters Score -1956278 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1956284.500000 Penalty: 4788.702148
	Iteration 33Q: 3 clusters Score -1956284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1956282.625000 Penalty: 4788.702148
	Iteration 34Q: 3 clusters Score -1956283 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1956287.875000 Penalty: 4788.702148
	Iteration 35Q: 3 clusters Score -1956288 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1956293.250000 Penalty: 4788.702148
	Iteration 36Q: 3 clusters Score -1956293 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1956299.125000 Penalty: 4788.702148
	Iteration 37Q: 3 clusters Score -1956299 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1956303.750000 Penalty: 4788.702148
	Iteration 38Q: 3 clusters Score -1956304 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1956300.625000 Penalty: 4788.702148
	Iteration 39Q: 3 clusters Score -1956301 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1956305.625000 Penalty: 4788.702148
	Iteration 40F: 3 clusters Score -1956306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1956304.375000 Penalty: 4788.702148
	Iteration 41Q: 3 clusters Score -1956304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1956307.125000 Penalty: 4788.702148
	Iteration 42Q: 3 clusters Score -1956307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1956307.000000 Penalty: 4788.702148
	Iteration 43Q: 3 clusters Score -1956307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1956307.625000 Penalty: 4788.702148
	Iteration 44Q: 3 clusters Score -1956308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1956306.125000 Penalty: 4788.702148
	Iteration 45Q: 3 clusters Score -1956306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1956303.500000 Penalty: 4788.702148
	Iteration 46Q: 3 clusters Score -1956304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1956304.750000 Penalty: 4788.702148
	Iteration 47Q: 3 clusters Score -1956305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1956301.750000 Penalty: 4788.702148
	Iteration 48Q: 3 clusters Score -1956302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1956304.625000 Penalty: 4788.702148
	Iteration 49Q: 3 clusters Score -1956305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1956302.875000 Penalty: 4788.702148
	Iteration 50Q: 3 clusters Score -1956303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1956303.500000 Penalty: 4788.702148
	Iteration 51Q: 3 clusters Score -1956304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1956303.750000 Penalty: 4788.702148
	Iteration 52Q: 3 clusters Score -1956304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1956303.750000 Penalty: 4788.702148
	Iteration 53F: 3 clusters Score -1956304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44078 members 
Entering Unmasked Estep 
Score: -5564412.500000 Penalty: 2652.041504
	Iteration 0F: 2 clusters Score -5564412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 22088 members 
Entering Unmasked Estep 
Score: -5534879.000000 Penalty: 5304.083008
	Iteration 0F: 3 clusters Score -5534879 nChanged 20250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -5545754.000000 Penalty: 5304.083008
	Iteration 1F: 3 clusters Score -5545754 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -5546167.000000 Penalty: 5304.083008
	Iteration 2Q: 3 clusters Score -5546167 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -5546546.000000 Penalty: 5304.083008
	Iteration 3Q: 3 clusters Score -5546546 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 23824 members 
Entering Unmasked Estep 
Score: -5546883.000000 Penalty: 5304.083008
	Iteration 4Q: 3 clusters Score -5546883 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -5547240.000000 Penalty: 5304.083008
	Iteration 5Q: 3 clusters Score -5547240 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -5547711.500000 Penalty: 5304.083008
	Iteration 6Q: 3 clusters Score -5547712 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 27338 members 
Entering Unmasked Estep 
Score: -5548381.000000 Penalty: 5304.083008
	Iteration 7Q: 3 clusters Score -5548381 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 29431 members 
Entering Unmasked Estep 
Score: -5549527.000000 Penalty: 5304.083008
	Iteration 8F: 3 clusters Score -5549527 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 32175 members 
Entering Unmasked Estep 
Score: -5551461.000000 Penalty: 5304.083008
	Iteration 9F: 3 clusters Score -5551461 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 35396 members 
Entering Unmasked Estep 
Score: -5554212.000000 Penalty: 5304.083008
	Iteration 10F: 3 clusters Score -5554212 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
Score: -5557357.000000 Penalty: 5304.083008
	Iteration 11F: 3 clusters Score -5557357 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 41132 members 
Entering Unmasked Estep 
Score: -5559704.000000 Penalty: 5304.083008
	Iteration 12F: 3 clusters Score -5559704 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 42472 members 
Entering Unmasked Estep 
Score: -5560937.000000 Penalty: 5304.083008
	Iteration 13Q: 3 clusters Score -5560937 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 43116 members 
Entering Unmasked Estep 
Score: -5561540.500000 Penalty: 5304.083008
	Iteration 14Q: 3 clusters Score -5561540 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 43422 members 
Entering Unmasked Estep 
Score: -5561822.500000 Penalty: 5304.083008
	Iteration 15Q: 3 clusters Score -5561822 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 43542 members 
Entering Unmasked Estep 
Score: -5561953.500000 Penalty: 5304.083008
	Iteration 16Q: 3 clusters Score -5561954 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -5562017.500000 Penalty: 5304.083008
	Iteration 17Q: 3 clusters Score -5562018 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 43624 members 
Entering Unmasked Estep 
Score: -5562058.500000 Penalty: 5304.083008
	Iteration 18Q: 3 clusters Score -5562058 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 43642 members 
Entering Unmasked Estep 
Score: -5562103.000000 Penalty: 5304.083008
	Iteration 19Q: 3 clusters Score -5562103 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 43657 members 
Entering Unmasked Estep 
Score: -5562112.500000 Penalty: 5304.083008
	Iteration 20F: 3 clusters Score -5562112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 43678 members 
Entering Unmasked Estep 
Score: -5562137.500000 Penalty: 5304.083008
	Iteration 21Q: 3 clusters Score -5562138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -5562144.000000 Penalty: 5304.083008
	Iteration 22Q: 3 clusters Score -5562144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 43691 members 
Entering Unmasked Estep 
Score: -5562151.000000 Penalty: 5304.083008
	Iteration 23Q: 3 clusters Score -5562151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 43693 members 
Entering Unmasked Estep 
Score: -5562151.000000 Penalty: 5304.083008
	Iteration 24Q: 3 clusters Score -5562151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 43696 members 
Entering Unmasked Estep 
Score: -5562154.500000 Penalty: 5304.083008
	Iteration 25Q: 3 clusters Score -5562154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 43701 members 
Entering Unmasked Estep 
Score: -5562153.000000 Penalty: 5304.083008
	Iteration 26Q: 3 clusters Score -5562153 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 43706 members 
Entering Unmasked Estep 
Score: -5562153.000000 Penalty: 5304.083008
	Iteration 27Q: 3 clusters Score -5562153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 43708 members 
Entering Unmasked Estep 
Score: -5562163.000000 Penalty: 5304.083008
	Iteration 28Q: 3 clusters Score -5562163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 43708 members 
Entering Unmasked Estep 
Score: -5562168.500000 Penalty: 5304.083008
	Iteration 29Q: 3 clusters Score -5562168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 43706 members 
Entering Unmasked Estep 
Score: -5562164.500000 Penalty: 5304.083008
	Iteration 30Q: 3 clusters Score -5562164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 43706 members 
Entering Unmasked Estep 
Score: -5562164.500000 Penalty: 5304.083008
	Iteration 31F: 3 clusters Score -5562164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (258452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258452 members 
Entering Unmasked Estep 
Score: -32064426.000000 Penalty: 3090.691406
	Iteration 0F: 2 clusters Score -3.206443e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129055 members 
Mstep: Class 2 contains 129397 members 
Entering Unmasked Estep 
Score: -31902122.000000 Penalty: 6181.382812
	Iteration 0F: 3 clusters Score -3.190212e+07 nChanged 124616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127161 members 
Mstep: Class 2 contains 131291 members 
Entering Unmasked Estep 
Score: -31975898.000000 Penalty: 6181.382812
	Iteration 1F: 3 clusters Score -3.19759e+07 nChanged 6382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125251 members 
Mstep: Class 2 contains 133201 members 
Entering Unmasked Estep 
Score: -31977050.000000 Penalty: 6181.382812
	Iteration 2Q: 3 clusters Score -3.197705e+07 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122355 members 
Mstep: Class 2 contains 136097 members 
Entering Unmasked Estep 
Score: -31978132.000000 Penalty: 6181.382812
	Iteration 3Q: 3 clusters Score -3.197813e+07 nChanged 7214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117973 members 
Mstep: Class 2 contains 140479 members 
Entering Unmasked Estep 
Score: -31979818.000000 Penalty: 6181.382812
	Iteration 4Q: 3 clusters Score -3.197982e+07 nChanged 8791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111232 members 
Mstep: Class 2 contains 147220 members 
Entering Unmasked Estep 
Score: -31982704.000000 Penalty: 6181.382812
	Iteration 5Q: 3 clusters Score -3.19827e+07 nChanged 11499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101163 members 
Mstep: Class 2 contains 157289 members 
Entering Unmasked Estep 
Score: -31987510.000000 Penalty: 6181.382812
	Iteration 6Q: 3 clusters Score -3.198751e+07 nChanged 15176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86947 members 
Mstep: Class 2 contains 171505 members 
Entering Unmasked Estep 
Score: -31995450.000000 Penalty: 6181.382812
	Iteration 7F: 3 clusters Score -3.199545e+07 nChanged 18772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68781 members 
Mstep: Class 2 contains 189671 members 
Entering Unmasked Estep 
Score: -32007984.000000 Penalty: 6181.382812
	Iteration 8F: 3 clusters Score -3.200798e+07 nChanged 20123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48952 members 
Mstep: Class 2 contains 209500 members 
Entering Unmasked Estep 
Score: -32022820.000000 Penalty: 6181.382812
	Iteration 9F: 3 clusters Score -3.202282e+07 nChanged 18146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 227586 members 
Entering Unmasked Estep 
Score: -32036480.000000 Penalty: 6181.382812
	Iteration 10F: 3 clusters Score -3.203648e+07 nChanged 13534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 241108 members 
Entering Unmasked Estep 
Score: -32047290.000000 Penalty: 6181.382812
	Iteration 11F: 3 clusters Score -3.204729e+07 nChanged 8855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 249955 members 
Entering Unmasked Estep 
Score: -32054440.000000 Penalty: 6181.382812
	Iteration 12Q: 3 clusters Score -3.205444e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 254834 members 
Entering Unmasked Estep 
Score: -32058462.000000 Penalty: 6181.382812
	Iteration 13Q: 3 clusters Score -3.205846e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 256975 members 
Entering Unmasked Estep 
Score: -32060354.000000 Penalty: 6181.382812
	Iteration 14Q: 3 clusters Score -3.206035e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 257774 members 
Entering Unmasked Estep 
Score: -32061058.000000 Penalty: 6181.382812
	Iteration 15Q: 3 clusters Score -3.206106e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 258046 members 
Entering Unmasked Estep 
Score: -32061328.000000 Penalty: 6181.382812
	Iteration 16Q: 3 clusters Score -3.206133e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 258143 members 
Entering Unmasked Estep 
Score: -32061486.000000 Penalty: 6181.382812
	Iteration 17Q: 3 clusters Score -3.206149e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 258182 members 
Entering Unmasked Estep 
Score: -32061556.000000 Penalty: 6181.382812
	Iteration 18Q: 3 clusters Score -3.206156e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 258200 members 
Entering Unmasked Estep 
Score: -32061600.000000 Penalty: 6181.382812
	Iteration 19Q: 3 clusters Score -3.20616e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 258208 members 
Entering Unmasked Estep 
Score: -32061636.000000 Penalty: 6181.382812
	Iteration 20F: 3 clusters Score -3.206164e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 258212 members 
Entering Unmasked Estep 
Score: -32061688.000000 Penalty: 6181.382812
	Iteration 21Q: 3 clusters Score -3.206169e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 258218 members 
Entering Unmasked Estep 
Score: -32061680.000000 Penalty: 6181.382812
	Iteration 22Q: 3 clusters Score -3.206168e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 258220 members 
Entering Unmasked Estep 
Score: -32061676.000000 Penalty: 6181.382812
	Iteration 23Q: 3 clusters Score -3.206168e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 258220 members 
Entering Unmasked Estep 
Score: -32061690.000000 Penalty: 6181.382812
	Iteration 24Q: 3 clusters Score -3.206169e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 258221 members 
Entering Unmasked Estep 
Score: -32061684.000000 Penalty: 6181.382812
	Iteration 25Q: 3 clusters Score -3.206168e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 258222 members 
Entering Unmasked Estep 
Score: -32061698.000000 Penalty: 6181.382812
	Iteration 26Q: 3 clusters Score -3.20617e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 258225 members 
Entering Unmasked Estep 
Score: -32061698.000000 Penalty: 6181.382812
	Iteration 27Q: 3 clusters Score -3.20617e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 258228 members 
Entering Unmasked Estep 
Score: -32061700.000000 Penalty: 6181.382812
	Iteration 28Q: 3 clusters Score -3.20617e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 258229 members 
Entering Unmasked Estep 
Score: -32061704.000000 Penalty: 6181.382812
	Iteration 29Q: 3 clusters Score -3.20617e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 258226 members 
Entering Unmasked Estep 
Score: -32061696.000000 Penalty: 6181.382812
	Iteration 30Q: 3 clusters Score -3.20617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 258224 members 
Entering Unmasked Estep 
Score: -32061706.000000 Penalty: 6181.382812
	Iteration 31Q: 3 clusters Score -3.206171e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 258224 members 
Entering Unmasked Estep 
Score: -32061706.000000 Penalty: 6181.382812
	Iteration 32F: 3 clusters Score -3.206171e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (94461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94461 members 
Entering Unmasked Estep 
Score: -11873049.000000 Penalty: 2841.073730
	Iteration 0F: 2 clusters Score -1.187305e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47265 members 
Mstep: Class 2 contains 47196 members 
Entering Unmasked Estep 
Score: -11809939.000000 Penalty: 5682.147461
	Iteration 0F: 3 clusters Score -1.180994e+07 nChanged 44678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47907 members 
Mstep: Class 2 contains 46554 members 
Entering Unmasked Estep 
Score: -11835905.000000 Penalty: 5682.147461
	Iteration 1F: 3 clusters Score -1.18359e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48093 members 
Mstep: Class 2 contains 46368 members 
Entering Unmasked Estep 
Score: -11837277.000000 Penalty: 5682.147461
	Iteration 2Q: 3 clusters Score -1.183728e+07 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48306 members 
Mstep: Class 2 contains 46155 members 
Entering Unmasked Estep 
Score: -11839171.000000 Penalty: 5682.147461
	Iteration 3Q: 3 clusters Score -1.183917e+07 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48423 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -11842446.000000 Penalty: 5682.147461
	Iteration 4F: 3 clusters Score -1.184245e+07 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48225 members 
Mstep: Class 2 contains 46236 members 
Entering Unmasked Estep 
Score: -11847171.000000 Penalty: 5682.147461
	Iteration 5F: 3 clusters Score -1.184717e+07 nChanged 6990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47419 members 
Mstep: Class 2 contains 47042 members 
Entering Unmasked Estep 
Score: -11852771.000000 Penalty: 5682.147461
	Iteration 6F: 3 clusters Score -1.185277e+07 nChanged 6740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46021 members 
Mstep: Class 2 contains 48440 members 
Entering Unmasked Estep 
Score: -11857847.000000 Penalty: 5682.147461
	Iteration 7F: 3 clusters Score -1.185785e+07 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44390 members 
Mstep: Class 2 contains 50071 members 
Entering Unmasked Estep 
Score: -11861435.000000 Penalty: 5682.147461
	Iteration 8F: 3 clusters Score -1.186144e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42806 members 
Mstep: Class 2 contains 51655 members 
Entering Unmasked Estep 
Score: -11863383.000000 Penalty: 5682.147461
	Iteration 9Q: 3 clusters Score -1.186338e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41274 members 
Mstep: Class 2 contains 53187 members 
Entering Unmasked Estep 
Score: -11864336.000000 Penalty: 5682.147461
	Iteration 10Q: 3 clusters Score -1.186434e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 54730 members 
Entering Unmasked Estep 
Score: -11865195.000000 Penalty: 5682.147461
	Iteration 11Q: 3 clusters Score -1.18652e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38219 members 
Mstep: Class 2 contains 56242 members 
Entering Unmasked Estep 
Score: -11865854.000000 Penalty: 5682.147461
	Iteration 12Q: 3 clusters Score -1.186585e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36802 members 
Mstep: Class 2 contains 57659 members 
Entering Unmasked Estep 
Score: -11866450.000000 Penalty: 5682.147461
	Iteration 13Q: 3 clusters Score -1.186645e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35407 members 
Mstep: Class 2 contains 59054 members 
Entering Unmasked Estep 
Score: -11866876.000000 Penalty: 5682.147461
	Iteration 14Q: 3 clusters Score -1.186688e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34069 members 
Mstep: Class 2 contains 60392 members 
Entering Unmasked Estep 
Score: -11867324.000000 Penalty: 5682.147461
	Iteration 15Q: 3 clusters Score -1.186732e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 61686 members 
Entering Unmasked Estep 
Score: -11867858.000000 Penalty: 5682.147461
	Iteration 16Q: 3 clusters Score -1.186786e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 62973 members 
Entering Unmasked Estep 
Score: -11868396.000000 Penalty: 5682.147461
	Iteration 17Q: 3 clusters Score -1.18684e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 64251 members 
Entering Unmasked Estep 
Score: -11868921.000000 Penalty: 5682.147461
	Iteration 18Q: 3 clusters Score -1.186892e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 65502 members 
Entering Unmasked Estep 
Score: -11869428.000000 Penalty: 5682.147461
	Iteration 19Q: 3 clusters Score -1.186943e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 66671 members 
Entering Unmasked Estep 
Score: -11869984.000000 Penalty: 5682.147461
	Iteration 20F: 3 clusters Score -1.186998e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 67760 members 
Entering Unmasked Estep 
Score: -11870449.000000 Penalty: 5682.147461
	Iteration 21Q: 3 clusters Score -1.187045e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 68717 members 
Entering Unmasked Estep 
Score: -11870800.000000 Penalty: 5682.147461
	Iteration 22Q: 3 clusters Score -1.18708e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 69549 members 
Entering Unmasked Estep 
Score: -11870985.000000 Penalty: 5682.147461
	Iteration 23Q: 3 clusters Score -1.187098e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 70263 members 
Entering Unmasked Estep 
Score: -11871168.000000 Penalty: 5682.147461
	Iteration 24Q: 3 clusters Score -1.187117e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 70901 members 
Entering Unmasked Estep 
Score: -11871289.000000 Penalty: 5682.147461
	Iteration 25Q: 3 clusters Score -1.187129e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 71493 members 
Entering Unmasked Estep 
Score: -11871408.000000 Penalty: 5682.147461
	Iteration 26Q: 3 clusters Score -1.187141e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22442 members 
Mstep: Class 2 contains 72019 members 
Entering Unmasked Estep 
Score: -11871486.000000 Penalty: 5682.147461
	Iteration 27Q: 3 clusters Score -1.187149e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 72463 members 
Entering Unmasked Estep 
Score: -11871544.000000 Penalty: 5682.147461
	Iteration 28Q: 3 clusters Score -1.187154e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 72828 members 
Entering Unmasked Estep 
Score: -11871642.000000 Penalty: 5682.147461
	Iteration 29Q: 3 clusters Score -1.187164e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 73132 members 
Entering Unmasked Estep 
Score: -11871673.000000 Penalty: 5682.147461
	Iteration 30Q: 3 clusters Score -1.187167e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 73389 members 
Entering Unmasked Estep 
Score: -11871720.000000 Penalty: 5682.147461
	Iteration 31Q: 3 clusters Score -1.187172e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 73620 members 
Entering Unmasked Estep 
Score: -11871759.000000 Penalty: 5682.147461
	Iteration 32Q: 3 clusters Score -1.187176e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 73829 members 
Entering Unmasked Estep 
Score: -11871791.000000 Penalty: 5682.147461
	Iteration 33Q: 3 clusters Score -1.187179e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 74017 members 
Entering Unmasked Estep 
Score: -11871810.000000 Penalty: 5682.147461
	Iteration 34Q: 3 clusters Score -1.187181e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 74207 members 
Entering Unmasked Estep 
Score: -11871794.000000 Penalty: 5682.147461
	Iteration 35Q: 3 clusters Score -1.187179e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 74380 members 
Entering Unmasked Estep 
Score: -11871826.000000 Penalty: 5682.147461
	Iteration 36Q: 3 clusters Score -1.187183e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Mstep: Class 2 contains 74547 members 
Entering Unmasked Estep 
Score: -11871845.000000 Penalty: 5682.147461
	Iteration 37Q: 3 clusters Score -1.187184e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 74719 members 
Entering Unmasked Estep 
Score: -11871861.000000 Penalty: 5682.147461
	Iteration 38Q: 3 clusters Score -1.187186e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 74859 members 
Entering Unmasked Estep 
Score: -11871874.000000 Penalty: 5682.147461
	Iteration 39Q: 3 clusters Score -1.187187e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 74983 members 
Entering Unmasked Estep 
Score: -11871855.000000 Penalty: 5682.147461
	Iteration 40F: 3 clusters Score -1.187186e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 75085 members 
Entering Unmasked Estep 
Score: -11871849.000000 Penalty: 5682.147461
	Iteration 41Q: 3 clusters Score -1.187185e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 75160 members 
Entering Unmasked Estep 
Score: -11871846.000000 Penalty: 5682.147461
	Iteration 42Q: 3 clusters Score -1.187185e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 75219 members 
Entering Unmasked Estep 
Score: -11871847.000000 Penalty: 5682.147461
	Iteration 43Q: 3 clusters Score -1.187185e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 75272 members 
Entering Unmasked Estep 
Score: -11871866.000000 Penalty: 5682.147461
	Iteration 44Q: 3 clusters Score -1.187187e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19139 members 
Mstep: Class 2 contains 75322 members 
Entering Unmasked Estep 
Score: -11871865.000000 Penalty: 5682.147461
	Iteration 45Q: 3 clusters Score -1.187186e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 75373 members 
Entering Unmasked Estep 
Score: -11871879.000000 Penalty: 5682.147461
	Iteration 46Q: 3 clusters Score -1.187188e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 75424 members 
Entering Unmasked Estep 
Score: -11871874.000000 Penalty: 5682.147461
	Iteration 47Q: 3 clusters Score -1.187187e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 75463 members 
Entering Unmasked Estep 
Score: -11871867.000000 Penalty: 5682.147461
	Iteration 48Q: 3 clusters Score -1.187187e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 75496 members 
Entering Unmasked Estep 
Score: -11871874.000000 Penalty: 5682.147461
	Iteration 49Q: 3 clusters Score -1.187187e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 75530 members 
Entering Unmasked Estep 
Score: -11871869.000000 Penalty: 5682.147461
	Iteration 50Q: 3 clusters Score -1.187187e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 75545 members 
Entering Unmasked Estep 
Score: -11871861.000000 Penalty: 5682.147461
	Iteration 51Q: 3 clusters Score -1.187186e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 75566 members 
Entering Unmasked Estep 
Score: -11871858.000000 Penalty: 5682.147461
	Iteration 52Q: 3 clusters Score -1.187186e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 75581 members 
Entering Unmasked Estep 
Score: -11871859.000000 Penalty: 5682.147461
	Iteration 53Q: 3 clusters Score -1.187186e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 75599 members 
Entering Unmasked Estep 
Score: -11871843.000000 Penalty: 5682.147461
	Iteration 54Q: 3 clusters Score -1.187184e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 75608 members 
Entering Unmasked Estep 
Score: -11871853.000000 Penalty: 5682.147461
	Iteration 55Q: 3 clusters Score -1.187185e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 75625 members 
Entering Unmasked Estep 
Score: -11871866.000000 Penalty: 5682.147461
	Iteration 56Q: 3 clusters Score -1.187187e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 75641 members 
Entering Unmasked Estep 
Score: -11871876.000000 Penalty: 5682.147461
	Iteration 57Q: 3 clusters Score -1.187188e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 75656 members 
Entering Unmasked Estep 
Score: -11871864.000000 Penalty: 5682.147461
	Iteration 58Q: 3 clusters Score -1.187186e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 75662 members 
Entering Unmasked Estep 
Score: -11871862.000000 Penalty: 5682.147461
	Iteration 59Q: 3 clusters Score -1.187186e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 75667 members 
Entering Unmasked Estep 
Score: -11871864.000000 Penalty: 5682.147461
	Iteration 60F: 3 clusters Score -1.187186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 75670 members 
Entering Unmasked Estep 
Score: -11871857.000000 Penalty: 5682.147461
	Iteration 61Q: 3 clusters Score -1.187186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 75673 members 
Entering Unmasked Estep 
Score: -11871859.000000 Penalty: 5682.147461
	Iteration 62Q: 3 clusters Score -1.187186e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 75677 members 
Entering Unmasked Estep 
Score: -11871857.000000 Penalty: 5682.147461
	Iteration 63Q: 3 clusters Score -1.187186e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 75683 members 
Entering Unmasked Estep 
Score: -11871850.000000 Penalty: 5682.147461
	Iteration 64Q: 3 clusters Score -1.187185e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 75690 members 
Entering Unmasked Estep 
Score: -11871860.000000 Penalty: 5682.147461
	Iteration 65Q: 3 clusters Score -1.187186e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 75700 members 
Entering Unmasked Estep 
Score: -11871858.000000 Penalty: 5682.147461
	Iteration 66Q: 3 clusters Score -1.187186e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 75713 members 
Entering Unmasked Estep 
Score: -11871854.000000 Penalty: 5682.147461
	Iteration 67Q: 3 clusters Score -1.187185e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 75721 members 
Entering Unmasked Estep 
Score: -11871853.000000 Penalty: 5682.147461
	Iteration 68Q: 3 clusters Score -1.187185e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 75726 members 
Entering Unmasked Estep 
Score: -11871853.000000 Penalty: 5682.147461
	Iteration 69Q: 3 clusters Score -1.187185e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18728 members 
Mstep: Class 2 contains 75733 members 
Entering Unmasked Estep 
Score: -11871850.000000 Penalty: 5682.147461
	Iteration 70Q: 3 clusters Score -1.187185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 75739 members 
Entering Unmasked Estep 
Score: -11871842.000000 Penalty: 5682.147461
	Iteration 71Q: 3 clusters Score -1.187184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 75744 members 
Entering Unmasked Estep 
Score: -11871854.000000 Penalty: 5682.147461
	Iteration 72Q: 3 clusters Score -1.187185e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 75746 members 
Entering Unmasked Estep 
Score: -11871861.000000 Penalty: 5682.147461
	Iteration 73Q: 3 clusters Score -1.187186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 75749 members 
Entering Unmasked Estep 
Score: -11871862.000000 Penalty: 5682.147461
	Iteration 74Q: 3 clusters Score -1.187186e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 75757 members 
Entering Unmasked Estep 
Score: -11871860.000000 Penalty: 5682.147461
	Iteration 75Q: 3 clusters Score -1.187186e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 75763 members 
Entering Unmasked Estep 
Score: -11871850.000000 Penalty: 5682.147461
	Iteration 76Q: 3 clusters Score -1.187185e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 75769 members 
Entering Unmasked Estep 
Score: -11871843.000000 Penalty: 5682.147461
	Iteration 77Q: 3 clusters Score -1.187184e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 75776 members 
Entering Unmasked Estep 
Score: -11871847.000000 Penalty: 5682.147461
	Iteration 78Q: 3 clusters Score -1.187185e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 75785 members 
Entering Unmasked Estep 
Score: -11871846.000000 Penalty: 5682.147461
	Iteration 79Q: 3 clusters Score -1.187185e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 75796 members 
Entering Unmasked Estep 
Score: -11871850.000000 Penalty: 5682.147461
	Iteration 80F: 3 clusters Score -1.187185e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 75807 members 
Entering Unmasked Estep 
Score: -11871847.000000 Penalty: 5682.147461
	Iteration 81Q: 3 clusters Score -1.187185e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 75814 members 
Entering Unmasked Estep 
Score: -11871860.000000 Penalty: 5682.147461
	Iteration 82Q: 3 clusters Score -1.187186e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 75822 members 
Entering Unmasked Estep 
Score: -11871845.000000 Penalty: 5682.147461
	Iteration 83Q: 3 clusters Score -1.187184e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 75828 members 
Entering Unmasked Estep 
Score: -11871859.000000 Penalty: 5682.147461
	Iteration 84Q: 3 clusters Score -1.187186e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 75837 members 
Entering Unmasked Estep 
Score: -11871861.000000 Penalty: 5682.147461
	Iteration 85Q: 3 clusters Score -1.187186e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 75845 members 
Entering Unmasked Estep 
Score: -11871859.000000 Penalty: 5682.147461
	Iteration 86Q: 3 clusters Score -1.187186e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 75861 members 
Entering Unmasked Estep 
Score: -11871879.000000 Penalty: 5682.147461
	Iteration 87Q: 3 clusters Score -1.187188e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 75874 members 
Entering Unmasked Estep 
Score: -11871894.000000 Penalty: 5682.147461
	Iteration 88Q: 3 clusters Score -1.187189e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 75885 members 
Entering Unmasked Estep 
Score: -11871886.000000 Penalty: 5682.147461
	Iteration 89Q: 3 clusters Score -1.187189e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 75889 members 
Entering Unmasked Estep 
Score: -11871893.000000 Penalty: 5682.147461
	Iteration 90Q: 3 clusters Score -1.187189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 75892 members 
Entering Unmasked Estep 
Score: -11871886.000000 Penalty: 5682.147461
	Iteration 91Q: 3 clusters Score -1.187189e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 75893 members 
Entering Unmasked Estep 
Score: -11871894.000000 Penalty: 5682.147461
	Iteration 92Q: 3 clusters Score -1.187189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 75895 members 
Entering Unmasked Estep 
Score: -11871887.000000 Penalty: 5682.147461
	Iteration 93Q: 3 clusters Score -1.187189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 75898 members 
Entering Unmasked Estep 
Score: -11871891.000000 Penalty: 5682.147461
	Iteration 94Q: 3 clusters Score -1.187189e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 75902 members 
Entering Unmasked Estep 
Score: -11871897.000000 Penalty: 5682.147461
	Iteration 95Q: 3 clusters Score -1.18719e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 75907 members 
Entering Unmasked Estep 
Score: -11871897.000000 Penalty: 5682.147461
	Iteration 96Q: 3 clusters Score -1.18719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 75911 members 
Entering Unmasked Estep 
Score: -11871890.000000 Penalty: 5682.147461
	Iteration 97Q: 3 clusters Score -1.187189e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 75914 members 
Entering Unmasked Estep 
Score: -11871894.000000 Penalty: 5682.147461
	Iteration 98Q: 3 clusters Score -1.187189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 75916 members 
Entering Unmasked Estep 
Score: -11871888.000000 Penalty: 5682.147461
	Iteration 99Q: 3 clusters Score -1.187189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 75918 members 
Entering Unmasked Estep 
Score: -11871893.000000 Penalty: 5682.147461
	Iteration 100F: 3 clusters Score -1.187189e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 75919 members 
Entering Unmasked Estep 
Score: -11871893.000000 Penalty: 5682.147461
	Iteration 101Q: 3 clusters Score -1.187189e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 75919 members 
Entering Unmasked Estep 
Score: -11871893.000000 Penalty: 5682.147461
	Iteration 102F: 3 clusters Score -1.187189e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (184185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184185 members 
Entering Unmasked Estep 
Score: -22915644.000000 Penalty: 3006.676758
	Iteration 0F: 2 clusters Score -2.291564e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92203 members 
Mstep: Class 2 contains 91982 members 
Entering Unmasked Estep 
Score: -22795088.000000 Penalty: 6013.353516
	Iteration 0F: 3 clusters Score -2.279509e+07 nChanged 88239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94240 members 
Mstep: Class 2 contains 89945 members 
Entering Unmasked Estep 
Score: -22847510.000000 Penalty: 6013.353516
	Iteration 1F: 3 clusters Score -2.284751e+07 nChanged 6643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95911 members 
Mstep: Class 2 contains 88274 members 
Entering Unmasked Estep 
Score: -22849538.000000 Penalty: 6013.353516
	Iteration 2Q: 3 clusters Score -2.284954e+07 nChanged 7487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98572 members 
Mstep: Class 2 contains 85613 members 
Entering Unmasked Estep 
Score: -22852230.000000 Penalty: 6013.353516
	Iteration 3Q: 3 clusters Score -2.285223e+07 nChanged 8810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102626 members 
Mstep: Class 2 contains 81559 members 
Entering Unmasked Estep 
Score: -22855972.000000 Penalty: 6013.353516
	Iteration 4Q: 3 clusters Score -2.285597e+07 nChanged 10394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108312 members 
Mstep: Class 2 contains 75873 members 
Entering Unmasked Estep 
Score: -22862014.000000 Penalty: 6013.353516
	Iteration 5F: 3 clusters Score -2.286201e+07 nChanged 12137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115561 members 
Mstep: Class 2 contains 68624 members 
Entering Unmasked Estep 
Score: -22870398.000000 Penalty: 6013.353516
	Iteration 6F: 3 clusters Score -2.28704e+07 nChanged 13115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123448 members 
Mstep: Class 2 contains 60737 members 
Entering Unmasked Estep 
Score: -22880856.000000 Penalty: 6013.353516
	Iteration 7F: 3 clusters Score -2.288086e+07 nChanged 12108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130386 members 
Mstep: Class 2 contains 53799 members 
Entering Unmasked Estep 
Score: -22890976.000000 Penalty: 6013.353516
	Iteration 8F: 3 clusters Score -2.289098e+07 nChanged 9267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135227 members 
Mstep: Class 2 contains 48958 members 
Entering Unmasked Estep 
Score: -22897788.000000 Penalty: 6013.353516
	Iteration 9F: 3 clusters Score -2.289779e+07 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138623 members 
Mstep: Class 2 contains 45562 members 
Entering Unmasked Estep 
Score: -22900730.000000 Penalty: 6013.353516
	Iteration 10Q: 3 clusters Score -2.290073e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141559 members 
Mstep: Class 2 contains 42626 members 
Entering Unmasked Estep 
Score: -22902494.000000 Penalty: 6013.353516
	Iteration 11Q: 3 clusters Score -2.290249e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144258 members 
Mstep: Class 2 contains 39927 members 
Entering Unmasked Estep 
Score: -22903960.000000 Penalty: 6013.353516
	Iteration 12Q: 3 clusters Score -2.290396e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146818 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -22905256.000000 Penalty: 6013.353516
	Iteration 13Q: 3 clusters Score -2.290526e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149242 members 
Mstep: Class 2 contains 34943 members 
Entering Unmasked Estep 
Score: -22906276.000000 Penalty: 6013.353516
	Iteration 14Q: 3 clusters Score -2.290628e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151508 members 
Mstep: Class 2 contains 32677 members 
Entering Unmasked Estep 
Score: -22907320.000000 Penalty: 6013.353516
	Iteration 15Q: 3 clusters Score -2.290732e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153630 members 
Mstep: Class 2 contains 30555 members 
Entering Unmasked Estep 
Score: -22908104.000000 Penalty: 6013.353516
	Iteration 16Q: 3 clusters Score -2.29081e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155636 members 
Mstep: Class 2 contains 28549 members 
Entering Unmasked Estep 
Score: -22908890.000000 Penalty: 6013.353516
	Iteration 17Q: 3 clusters Score -2.290889e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157537 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -22909470.000000 Penalty: 6013.353516
	Iteration 18Q: 3 clusters Score -2.290947e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159276 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -22909826.000000 Penalty: 6013.353516
	Iteration 19Q: 3 clusters Score -2.290983e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160898 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -22910246.000000 Penalty: 6013.353516
	Iteration 20F: 3 clusters Score -2.291025e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162398 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -22910558.000000 Penalty: 6013.353516
	Iteration 21Q: 3 clusters Score -2.291056e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163782 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -22911014.000000 Penalty: 6013.353516
	Iteration 22Q: 3 clusters Score -2.291101e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165155 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -22911362.000000 Penalty: 6013.353516
	Iteration 23Q: 3 clusters Score -2.291136e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166445 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -22911526.000000 Penalty: 6013.353516
	Iteration 24Q: 3 clusters Score -2.291153e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167735 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -22911760.000000 Penalty: 6013.353516
	Iteration 25Q: 3 clusters Score -2.291176e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168952 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -22911958.000000 Penalty: 6013.353516
	Iteration 26Q: 3 clusters Score -2.291196e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170105 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -22912202.000000 Penalty: 6013.353516
	Iteration 27Q: 3 clusters Score -2.29122e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171167 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -22912370.000000 Penalty: 6013.353516
	Iteration 28Q: 3 clusters Score -2.291237e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172130 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -22912654.000000 Penalty: 6013.353516
	Iteration 29Q: 3 clusters Score -2.291265e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173047 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -22912770.000000 Penalty: 6013.353516
	Iteration 30Q: 3 clusters Score -2.291277e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173915 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -22913074.000000 Penalty: 6013.353516
	Iteration 31Q: 3 clusters Score -2.291307e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174727 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -22913274.000000 Penalty: 6013.353516
	Iteration 32Q: 3 clusters Score -2.291327e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175434 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -22913372.000000 Penalty: 6013.353516
	Iteration 33Q: 3 clusters Score -2.291337e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176104 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -22913472.000000 Penalty: 6013.353516
	Iteration 34Q: 3 clusters Score -2.291347e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176735 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -22913542.000000 Penalty: 6013.353516
	Iteration 35Q: 3 clusters Score -2.291354e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177318 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -22913636.000000 Penalty: 6013.353516
	Iteration 36Q: 3 clusters Score -2.291364e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177825 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -22913640.000000 Penalty: 6013.353516
	Iteration 37Q: 3 clusters Score -2.291364e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178279 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -22913704.000000 Penalty: 6013.353516
	Iteration 38Q: 3 clusters Score -2.29137e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178676 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -22913794.000000 Penalty: 6013.353516
	Iteration 39Q: 3 clusters Score -2.291379e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179021 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -22913804.000000 Penalty: 6013.353516
	Iteration 40F: 3 clusters Score -2.29138e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179311 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -22913814.000000 Penalty: 6013.353516
	Iteration 41Q: 3 clusters Score -2.291381e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179557 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -22913776.000000 Penalty: 6013.353516
	Iteration 42Q: 3 clusters Score -2.291378e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179759 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -22913786.000000 Penalty: 6013.353516
	Iteration 43Q: 3 clusters Score -2.291379e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179965 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -22913786.000000 Penalty: 6013.353516
	Iteration 44Q: 3 clusters Score -2.291379e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180156 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -22913774.000000 Penalty: 6013.353516
	Iteration 45Q: 3 clusters Score -2.291377e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180332 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -22913764.000000 Penalty: 6013.353516
	Iteration 46Q: 3 clusters Score -2.291376e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180485 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -22913810.000000 Penalty: 6013.353516
	Iteration 47Q: 3 clusters Score -2.291381e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180621 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -22913818.000000 Penalty: 6013.353516
	Iteration 48Q: 3 clusters Score -2.291382e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180736 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -22913786.000000 Penalty: 6013.353516
	Iteration 49Q: 3 clusters Score -2.291379e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180846 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -22913826.000000 Penalty: 6013.353516
	Iteration 50Q: 3 clusters Score -2.291383e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180948 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -22913770.000000 Penalty: 6013.353516
	Iteration 51Q: 3 clusters Score -2.291377e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181049 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -22913814.000000 Penalty: 6013.353516
	Iteration 52Q: 3 clusters Score -2.291381e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181140 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -22913830.000000 Penalty: 6013.353516
	Iteration 53Q: 3 clusters Score -2.291383e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181220 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -22913836.000000 Penalty: 6013.353516
	Iteration 54Q: 3 clusters Score -2.291384e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181297 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -22913852.000000 Penalty: 6013.353516
	Iteration 55Q: 3 clusters Score -2.291385e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181363 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -22913876.000000 Penalty: 6013.353516
	Iteration 56Q: 3 clusters Score -2.291388e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181422 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -22913876.000000 Penalty: 6013.353516
	Iteration 57Q: 3 clusters Score -2.291388e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181477 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -22913860.000000 Penalty: 6013.353516
	Iteration 58Q: 3 clusters Score -2.291386e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181531 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -22913858.000000 Penalty: 6013.353516
	Iteration 59Q: 3 clusters Score -2.291386e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181571 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -22913848.000000 Penalty: 6013.353516
	Iteration 60F: 3 clusters Score -2.291385e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181605 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -22913876.000000 Penalty: 6013.353516
	Iteration 61Q: 3 clusters Score -2.291388e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181631 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -22913844.000000 Penalty: 6013.353516
	Iteration 62Q: 3 clusters Score -2.291384e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181654 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -22913856.000000 Penalty: 6013.353516
	Iteration 63Q: 3 clusters Score -2.291386e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181682 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -22913854.000000 Penalty: 6013.353516
	Iteration 64Q: 3 clusters Score -2.291385e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181710 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -22913832.000000 Penalty: 6013.353516
	Iteration 65Q: 3 clusters Score -2.291383e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181744 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -22913850.000000 Penalty: 6013.353516
	Iteration 66Q: 3 clusters Score -2.291385e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181770 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -22913850.000000 Penalty: 6013.353516
	Iteration 67Q: 3 clusters Score -2.291385e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181786 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -22913864.000000 Penalty: 6013.353516
	Iteration 68Q: 3 clusters Score -2.291386e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181800 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -22913864.000000 Penalty: 6013.353516
	Iteration 69Q: 3 clusters Score -2.291386e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181817 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -22913880.000000 Penalty: 6013.353516
	Iteration 70Q: 3 clusters Score -2.291388e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181839 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -22913896.000000 Penalty: 6013.353516
	Iteration 71Q: 3 clusters Score -2.29139e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181861 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -22913888.000000 Penalty: 6013.353516
	Iteration 72Q: 3 clusters Score -2.291389e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181871 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -22913894.000000 Penalty: 6013.353516
	Iteration 73Q: 3 clusters Score -2.291389e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181886 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -22913904.000000 Penalty: 6013.353516
	Iteration 74Q: 3 clusters Score -2.29139e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181896 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -22913910.000000 Penalty: 6013.353516
	Iteration 75Q: 3 clusters Score -2.291391e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181912 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -22913924.000000 Penalty: 6013.353516
	Iteration 76Q: 3 clusters Score -2.291392e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181928 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -22913930.000000 Penalty: 6013.353516
	Iteration 77Q: 3 clusters Score -2.291393e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181945 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -22913912.000000 Penalty: 6013.353516
	Iteration 78Q: 3 clusters Score -2.291391e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181963 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -22913926.000000 Penalty: 6013.353516
	Iteration 79Q: 3 clusters Score -2.291393e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181983 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -22913922.000000 Penalty: 6013.353516
	Iteration 80F: 3 clusters Score -2.291392e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181998 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -22913914.000000 Penalty: 6013.353516
	Iteration 81Q: 3 clusters Score -2.291391e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182011 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -22913914.000000 Penalty: 6013.353516
	Iteration 82Q: 3 clusters Score -2.291391e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182027 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -22913926.000000 Penalty: 6013.353516
	Iteration 83Q: 3 clusters Score -2.291393e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182038 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -22913932.000000 Penalty: 6013.353516
	Iteration 84Q: 3 clusters Score -2.291393e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182046 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -22913922.000000 Penalty: 6013.353516
	Iteration 85Q: 3 clusters Score -2.291392e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182056 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -22913936.000000 Penalty: 6013.353516
	Iteration 86Q: 3 clusters Score -2.291394e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182068 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -22913936.000000 Penalty: 6013.353516
	Iteration 87Q: 3 clusters Score -2.291394e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182083 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -22913938.000000 Penalty: 6013.353516
	Iteration 88Q: 3 clusters Score -2.291394e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182098 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -22913958.000000 Penalty: 6013.353516
	Iteration 89Q: 3 clusters Score -2.291396e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182112 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -22913934.000000 Penalty: 6013.353516
	Iteration 90Q: 3 clusters Score -2.291393e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182123 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -22913930.000000 Penalty: 6013.353516
	Iteration 91Q: 3 clusters Score -2.291393e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182136 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -22913934.000000 Penalty: 6013.353516
	Iteration 92Q: 3 clusters Score -2.291393e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182145 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -22913916.000000 Penalty: 6013.353516
	Iteration 93Q: 3 clusters Score -2.291392e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182152 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -22913936.000000 Penalty: 6013.353516
	Iteration 94Q: 3 clusters Score -2.291394e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182159 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -22913930.000000 Penalty: 6013.353516
	Iteration 95Q: 3 clusters Score -2.291393e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182171 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -22913934.000000 Penalty: 6013.353516
	Iteration 96Q: 3 clusters Score -2.291393e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182177 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -22913922.000000 Penalty: 6013.353516
	Iteration 97Q: 3 clusters Score -2.291392e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182180 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -22913932.000000 Penalty: 6013.353516
	Iteration 98Q: 3 clusters Score -2.291393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182183 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -22913912.000000 Penalty: 6013.353516
	Iteration 99Q: 3 clusters Score -2.291391e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182185 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -22913930.000000 Penalty: 6013.353516
	Iteration 100F: 3 clusters Score -2.291393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182188 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -22913912.000000 Penalty: 6013.353516
	Iteration 101Q: 3 clusters Score -2.291391e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182193 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -22913914.000000 Penalty: 6013.353516
	Iteration 102Q: 3 clusters Score -2.291391e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182196 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -22913934.000000 Penalty: 6013.353516
	Iteration 103Q: 3 clusters Score -2.291393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182199 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -22913918.000000 Penalty: 6013.353516
	Iteration 104Q: 3 clusters Score -2.291392e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182199 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -22913918.000000 Penalty: 6013.353516
	Iteration 105F: 3 clusters Score -2.291392e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Entering Unmasked Estep 
Score: -368954.968750 Penalty: 1984.585083
	Iteration 0F: 2 clusters Score -368955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -365722.562500 Penalty: 3969.170166
	Iteration 0F: 3 clusters Score -365722.6 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -366387.593750 Penalty: 3969.170166
	Iteration 1F: 3 clusters Score -366387.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -366541.281250 Penalty: 3969.170166
	Iteration 2F: 3 clusters Score -366541.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -366619.156250 Penalty: 3969.170166
	Iteration 3Q: 3 clusters Score -366619.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -366671.218750 Penalty: 3969.170166
	Iteration 4Q: 3 clusters Score -366671.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -366705.093750 Penalty: 3969.170166
	Iteration 5Q: 3 clusters Score -366705.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -366728.187500 Penalty: 3969.170166
	Iteration 6Q: 3 clusters Score -366728.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -366743.968750 Penalty: 3969.170166
	Iteration 7Q: 3 clusters Score -366744 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -366756.750000 Penalty: 3969.170166
	Iteration 8Q: 3 clusters Score -366756.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -366771.906250 Penalty: 3969.170166
	Iteration 9Q: 3 clusters Score -366771.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -366783.531250 Penalty: 3969.170166
	Iteration 10Q: 3 clusters Score -366783.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -366794.750000 Penalty: 3969.170166
	Iteration 11Q: 3 clusters Score -366794.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -366804.562500 Penalty: 3969.170166
	Iteration 12Q: 3 clusters Score -366804.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -366813.125000 Penalty: 3969.170166
	Iteration 13Q: 3 clusters Score -366813.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -366821.468750 Penalty: 3969.170166
	Iteration 14Q: 3 clusters Score -366821.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -366831.031250 Penalty: 3969.170166
	Iteration 15Q: 3 clusters Score -366831 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -366839.593750 Penalty: 3969.170166
	Iteration 16Q: 3 clusters Score -366839.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -366846.000000 Penalty: 3969.170166
	Iteration 17Q: 3 clusters Score -366846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -366852.937500 Penalty: 3969.170166
	Iteration 18Q: 3 clusters Score -366852.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -366857.625000 Penalty: 3969.170166
	Iteration 19Q: 3 clusters Score -366857.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -366860.531250 Penalty: 3969.170166
	Iteration 20F: 3 clusters Score -366860.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -366863.312500 Penalty: 3969.170166
	Iteration 21Q: 3 clusters Score -366863.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -366863.468750 Penalty: 3969.170166
	Iteration 22Q: 3 clusters Score -366863.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -366864.968750 Penalty: 3969.170166
	Iteration 23Q: 3 clusters Score -366865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -366866.000000 Penalty: 3969.170166
	Iteration 24Q: 3 clusters Score -366866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -366866.562500 Penalty: 3969.170166
	Iteration 25Q: 3 clusters Score -366866.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -366867.656250 Penalty: 3969.170166
	Iteration 26Q: 3 clusters Score -366867.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -366868.875000 Penalty: 3969.170166
	Iteration 27Q: 3 clusters Score -366868.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -366873.500000 Penalty: 3969.170166
	Iteration 28Q: 3 clusters Score -366873.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -366875.531250 Penalty: 3969.170166
	Iteration 29Q: 3 clusters Score -366875.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -366877.281250 Penalty: 3969.170166
	Iteration 30Q: 3 clusters Score -366877.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -366877.437500 Penalty: 3969.170166
	Iteration 31Q: 3 clusters Score -366877.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -366878.218750 Penalty: 3969.170166
	Iteration 32Q: 3 clusters Score -366878.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -366878.781250 Penalty: 3969.170166
	Iteration 33Q: 3 clusters Score -366878.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -366878.781250 Penalty: 3969.170166
	Iteration 34F: 3 clusters Score -366878.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Entering Unmasked Estep 
Score: -504009.093750 Penalty: 2075.838379
	Iteration 0F: 2 clusters Score -504009.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -499904.531250 Penalty: 4151.676758
	Iteration 0F: 3 clusters Score -499904.5 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -500911.687500 Penalty: 4151.676758
	Iteration 1F: 3 clusters Score -500911.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -501263.250000 Penalty: 4151.676758
	Iteration 2F: 3 clusters Score -501263.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -501520.968750 Penalty: 4151.676758
	Iteration 3F: 3 clusters Score -501521 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -501719.500000 Penalty: 4151.676758
	Iteration 4F: 3 clusters Score -501719.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -501900.562500 Penalty: 4151.676758
	Iteration 5Q: 3 clusters Score -501900.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -502045.687500 Penalty: 4151.676758
	Iteration 6Q: 3 clusters Score -502045.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -502143.812500 Penalty: 4151.676758
	Iteration 7Q: 3 clusters Score -502143.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -502208.125000 Penalty: 4151.676758
	Iteration 8Q: 3 clusters Score -502208.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -502267.531250 Penalty: 4151.676758
	Iteration 9Q: 3 clusters Score -502267.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -502311.250000 Penalty: 4151.676758
	Iteration 10Q: 3 clusters Score -502311.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -502344.750000 Penalty: 4151.676758
	Iteration 11Q: 3 clusters Score -502344.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -502374.531250 Penalty: 4151.676758
	Iteration 12Q: 3 clusters Score -502374.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -502401.500000 Penalty: 4151.676758
	Iteration 13Q: 3 clusters Score -502401.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -502418.906250 Penalty: 4151.676758
	Iteration 14Q: 3 clusters Score -502418.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -502430.093750 Penalty: 4151.676758
	Iteration 15Q: 3 clusters Score -502430.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -502441.031250 Penalty: 4151.676758
	Iteration 16Q: 3 clusters Score -502441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -502448.531250 Penalty: 4151.676758
	Iteration 17Q: 3 clusters Score -502448.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -502454.343750 Penalty: 4151.676758
	Iteration 18Q: 3 clusters Score -502454.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -502462.281250 Penalty: 4151.676758
	Iteration 19Q: 3 clusters Score -502462.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -502470.187500 Penalty: 4151.676758
	Iteration 20F: 3 clusters Score -502470.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -502475.312500 Penalty: 4151.676758
	Iteration 21Q: 3 clusters Score -502475.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -502477.375000 Penalty: 4151.676758
	Iteration 22Q: 3 clusters Score -502477.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -502478.750000 Penalty: 4151.676758
	Iteration 23Q: 3 clusters Score -502478.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -502480.656250 Penalty: 4151.676758
	Iteration 24Q: 3 clusters Score -502480.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -502481.875000 Penalty: 4151.676758
	Iteration 25Q: 3 clusters Score -502481.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -502481.656250 Penalty: 4151.676758
	Iteration 26Q: 3 clusters Score -502481.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -502482.031250 Penalty: 4151.676758
	Iteration 27Q: 3 clusters Score -502482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -502482.031250 Penalty: 4151.676758
	Iteration 28F: 3 clusters Score -502482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -3586794.000000 Penalty: 2543.795166
	Iteration 0F: 2 clusters Score -3586794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -3567274.000000 Penalty: 5087.590332
	Iteration 0F: 3 clusters Score -3567274 nChanged 12775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 14666 members 
Entering Unmasked Estep 
Score: -3573998.250000 Penalty: 5087.590332
	Iteration 1F: 3 clusters Score -3573998 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -3574463.250000 Penalty: 5087.590332
	Iteration 2Q: 3 clusters Score -3574463 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -3574792.500000 Penalty: 5087.590332
	Iteration 3Q: 3 clusters Score -3574792 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -3575062.500000 Penalty: 5087.590332
	Iteration 4Q: 3 clusters Score -3575062 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -3575364.250000 Penalty: 5087.590332
	Iteration 5Q: 3 clusters Score -3575364 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -3575662.750000 Penalty: 5087.590332
	Iteration 6Q: 3 clusters Score -3575663 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -3576040.500000 Penalty: 5087.590332
	Iteration 7Q: 3 clusters Score -3576040 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -3576541.500000 Penalty: 5087.590332
	Iteration 8Q: 3 clusters Score -3576542 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -3577280.000000 Penalty: 5087.590332
	Iteration 9Q: 3 clusters Score -3577280 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -3578334.750000 Penalty: 5087.590332
	Iteration 10F: 3 clusters Score -3578335 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -3579731.750000 Penalty: 5087.590332
	Iteration 11F: 3 clusters Score -3579732 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -3581320.000000 Penalty: 5087.590332
	Iteration 12F: 3 clusters Score -3581320 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -3582708.500000 Penalty: 5087.590332
	Iteration 13F: 3 clusters Score -3582708 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -3583686.000000 Penalty: 5087.590332
	Iteration 14Q: 3 clusters Score -3583686 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -3584140.750000 Penalty: 5087.590332
	Iteration 15Q: 3 clusters Score -3584141 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -3584334.000000 Penalty: 5087.590332
	Iteration 16Q: 3 clusters Score -3584334 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -3584447.000000 Penalty: 5087.590332
	Iteration 17Q: 3 clusters Score -3584447 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -3584497.750000 Penalty: 5087.590332
	Iteration 18Q: 3 clusters Score -3584498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -3584523.000000 Penalty: 5087.590332
	Iteration 19Q: 3 clusters Score -3584523 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 28223 members 
Entering Unmasked Estep 
Score: -3584541.500000 Penalty: 5087.590332
	Iteration 20F: 3 clusters Score -3584542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -3584552.000000 Penalty: 5087.590332
	Iteration 21Q: 3 clusters Score -3584552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -3584559.250000 Penalty: 5087.590332
	Iteration 22Q: 3 clusters Score -3584559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 28238 members 
Entering Unmasked Estep 
Score: -3584560.750000 Penalty: 5087.590332
	Iteration 23Q: 3 clusters Score -3584561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -3584561.750000 Penalty: 5087.590332
	Iteration 24Q: 3 clusters Score -3584562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 28237 members 
Entering Unmasked Estep 
Score: -3584561.750000 Penalty: 5087.590332
	Iteration 25F: 3 clusters Score -3584562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Entering Unmasked Estep 
Score: -2440987.750000 Penalty: 2446.869385
	Iteration 0F: 2 clusters Score -2440988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -2427357.750000 Penalty: 4893.738770
	Iteration 0F: 3 clusters Score -2427358 nChanged 8429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -2431818.500000 Penalty: 4893.738770
	Iteration 1F: 3 clusters Score -2431818 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -2432134.500000 Penalty: 4893.738770
	Iteration 2Q: 3 clusters Score -2432134 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -2432366.000000 Penalty: 4893.738770
	Iteration 3Q: 3 clusters Score -2432366 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -2432554.750000 Penalty: 4893.738770
	Iteration 4Q: 3 clusters Score -2432555 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -2432698.750000 Penalty: 4893.738770
	Iteration 5Q: 3 clusters Score -2432699 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2432806.000000 Penalty: 4893.738770
	Iteration 6Q: 3 clusters Score -2432806 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -2432918.500000 Penalty: 4893.738770
	Iteration 7Q: 3 clusters Score -2432918 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -2433001.750000 Penalty: 4893.738770
	Iteration 8Q: 3 clusters Score -2433002 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -2433113.000000 Penalty: 4893.738770
	Iteration 9Q: 3 clusters Score -2433113 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -2433220.750000 Penalty: 4893.738770
	Iteration 10Q: 3 clusters Score -2433221 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -2433354.500000 Penalty: 4893.738770
	Iteration 11Q: 3 clusters Score -2433354 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -2433540.500000 Penalty: 4893.738770
	Iteration 12Q: 3 clusters Score -2433540 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -2433777.500000 Penalty: 4893.738770
	Iteration 13Q: 3 clusters Score -2433778 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -2434103.500000 Penalty: 4893.738770
	Iteration 14Q: 3 clusters Score -2434104 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -2434653.250000 Penalty: 4893.738770
	Iteration 15Q: 3 clusters Score -2434653 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -2435376.500000 Penalty: 4893.738770
	Iteration 16F: 3 clusters Score -2435376 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -2436338.750000 Penalty: 4893.738770
	Iteration 17F: 3 clusters Score -2436339 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -2437156.500000 Penalty: 4893.738770
	Iteration 18F: 3 clusters Score -2437156 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -2437683.000000 Penalty: 4893.738770
	Iteration 19Q: 3 clusters Score -2437683 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -2437938.250000 Penalty: 4893.738770
	Iteration 20F: 3 clusters Score -2437938 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -2438082.750000 Penalty: 4893.738770
	Iteration 21Q: 3 clusters Score -2438083 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -2438190.750000 Penalty: 4893.738770
	Iteration 22Q: 3 clusters Score -2438191 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -2438282.500000 Penalty: 4893.738770
	Iteration 23Q: 3 clusters Score -2438282 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -2438343.250000 Penalty: 4893.738770
	Iteration 24Q: 3 clusters Score -2438343 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2438407.750000 Penalty: 4893.738770
	Iteration 25Q: 3 clusters Score -2438408 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -2438453.500000 Penalty: 4893.738770
	Iteration 26Q: 3 clusters Score -2438454 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2438499.750000 Penalty: 4893.738770
	Iteration 27Q: 3 clusters Score -2438500 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2438537.500000 Penalty: 4893.738770
	Iteration 28Q: 3 clusters Score -2438538 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2438563.500000 Penalty: 4893.738770
	Iteration 29Q: 3 clusters Score -2438564 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -2438587.750000 Penalty: 4893.738770
	Iteration 30Q: 3 clusters Score -2438588 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2438603.000000 Penalty: 4893.738770
	Iteration 31Q: 3 clusters Score -2438603 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -2438632.000000 Penalty: 4893.738770
	Iteration 32Q: 3 clusters Score -2438632 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -2438648.500000 Penalty: 4893.738770
	Iteration 33Q: 3 clusters Score -2438648 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2438674.000000 Penalty: 4893.738770
	Iteration 34Q: 3 clusters Score -2438674 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2438692.500000 Penalty: 4893.738770
	Iteration 35Q: 3 clusters Score -2438692 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -2438710.000000 Penalty: 4893.738770
	Iteration 36Q: 3 clusters Score -2438710 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2438732.000000 Penalty: 4893.738770
	Iteration 37Q: 3 clusters Score -2438732 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2438742.250000 Penalty: 4893.738770
	Iteration 38Q: 3 clusters Score -2438742 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2438748.500000 Penalty: 4893.738770
	Iteration 39Q: 3 clusters Score -2438748 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2438758.250000 Penalty: 4893.738770
	Iteration 40F: 3 clusters Score -2438758 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -2438766.250000 Penalty: 4893.738770
	Iteration 41Q: 3 clusters Score -2438766 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2438777.000000 Penalty: 4893.738770
	Iteration 42Q: 3 clusters Score -2438777 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2438783.000000 Penalty: 4893.738770
	Iteration 43Q: 3 clusters Score -2438783 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2438786.000000 Penalty: 4893.738770
	Iteration 44Q: 3 clusters Score -2438786 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2438802.250000 Penalty: 4893.738770
	Iteration 45Q: 3 clusters Score -2438802 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -2438806.250000 Penalty: 4893.738770
	Iteration 46Q: 3 clusters Score -2438806 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2438822.750000 Penalty: 4893.738770
	Iteration 47Q: 3 clusters Score -2438823 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2438828.750000 Penalty: 4893.738770
	Iteration 48Q: 3 clusters Score -2438829 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2438833.750000 Penalty: 4893.738770
	Iteration 49Q: 3 clusters Score -2438834 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2438849.250000 Penalty: 4893.738770
	Iteration 50Q: 3 clusters Score -2438849 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2438856.750000 Penalty: 4893.738770
	Iteration 51Q: 3 clusters Score -2438857 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2438874.000000 Penalty: 4893.738770
	Iteration 52Q: 3 clusters Score -2438874 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2438880.000000 Penalty: 4893.738770
	Iteration 53Q: 3 clusters Score -2438880 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2438891.000000 Penalty: 4893.738770
	Iteration 54Q: 3 clusters Score -2438891 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -2438898.750000 Penalty: 4893.738770
	Iteration 55Q: 3 clusters Score -2438899 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2438905.000000 Penalty: 4893.738770
	Iteration 56Q: 3 clusters Score -2438905 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2438920.000000 Penalty: 4893.738770
	Iteration 57Q: 3 clusters Score -2438920 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2438922.250000 Penalty: 4893.738770
	Iteration 58Q: 3 clusters Score -2438922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2438929.750000 Penalty: 4893.738770
	Iteration 59Q: 3 clusters Score -2438930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2438931.000000 Penalty: 4893.738770
	Iteration 60F: 3 clusters Score -2438931 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2438935.500000 Penalty: 4893.738770
	Iteration 61Q: 3 clusters Score -2438936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2438935.250000 Penalty: 4893.738770
	Iteration 62Q: 3 clusters Score -2438935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2438937.250000 Penalty: 4893.738770
	Iteration 63Q: 3 clusters Score -2438937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -2438945.250000 Penalty: 4893.738770
	Iteration 64Q: 3 clusters Score -2438945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2438943.500000 Penalty: 4893.738770
	Iteration 65Q: 3 clusters Score -2438944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2438951.000000 Penalty: 4893.738770
	Iteration 66Q: 3 clusters Score -2438951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2438947.250000 Penalty: 4893.738770
	Iteration 67Q: 3 clusters Score -2438947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2438948.500000 Penalty: 4893.738770
	Iteration 68Q: 3 clusters Score -2438948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2438949.250000 Penalty: 4893.738770
	Iteration 69Q: 3 clusters Score -2438949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2438952.750000 Penalty: 4893.738770
	Iteration 70Q: 3 clusters Score -2438953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2438963.000000 Penalty: 4893.738770
	Iteration 71Q: 3 clusters Score -2438963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2438964.250000 Penalty: 4893.738770
	Iteration 72Q: 3 clusters Score -2438964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2438966.250000 Penalty: 4893.738770
	Iteration 73Q: 3 clusters Score -2438966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2438970.750000 Penalty: 4893.738770
	Iteration 74Q: 3 clusters Score -2438971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2438973.250000 Penalty: 4893.738770
	Iteration 75Q: 3 clusters Score -2438973 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2438977.750000 Penalty: 4893.738770
	Iteration 76Q: 3 clusters Score -2438978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2438975.250000 Penalty: 4893.738770
	Iteration 77Q: 3 clusters Score -2438975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2438976.000000 Penalty: 4893.738770
	Iteration 78Q: 3 clusters Score -2438976 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2438976.000000 Penalty: 4893.738770
	Iteration 79F: 3 clusters Score -2438976 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Entering Unmasked Estep 
Score: -234193.328125 Penalty: 1901.339233
	Iteration 0F: 2 clusters Score -234193.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -231636.671875 Penalty: 3802.678467
	Iteration 0F: 3 clusters Score -231636.7 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -232264.750000 Penalty: 3802.678467
	Iteration 1F: 3 clusters Score -232264.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -232529.500000 Penalty: 3802.678467
	Iteration 2F: 3 clusters Score -232529.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -232811.062500 Penalty: 3802.678467
	Iteration 3F: 3 clusters Score -232811.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -233251.359375 Penalty: 3802.678467
	Iteration 4F: 3 clusters Score -233251.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -233750.187500 Penalty: 3802.678467
	Iteration 5F: 3 clusters Score -233750.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -234042.140625 Penalty: 3802.678467
	Iteration 6F: 3 clusters Score -234042.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -234165.875000 Penalty: 3802.678467
	Iteration 7Q: 3 clusters Score -234165.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -234208.453125 Penalty: 3802.678467
	Iteration 8Q: 3 clusters Score -234208.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -234223.984375 Penalty: 3802.678467
	Iteration 9Q: 3 clusters Score -234224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -234229.062500 Penalty: 3802.678467
	Iteration 10Q: 3 clusters Score -234229.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -234230.640625 Penalty: 3802.678467
	Iteration 11Q: 3 clusters Score -234230.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -234230.640625 Penalty: 3802.678467
	Iteration 12F: 3 clusters Score -234230.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55057 members 
Mstep: Class 2 contains 5574 members 
Mstep: Class 3 contains 30894 members 
Mstep: Class 4 contains 57271 members 
Mstep: Class 5 contains 4702 members 
Mstep: Class 6 contains 22054 members 
Mstep: Class 7 contains 12433 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15594 members 
Mstep: Class 12 contains 44078 members 
Mstep: Class 13 contains 258452 members 
Mstep: Class 14 contains 94461 members 
Mstep: Class 15 contains 184185 members 
Mstep: Class 16 contains 2988 members 
Mstep: Class 17 contains 4317 members 
Mstep: Class 18 contains 28488 members 
Mstep: Class 19 contains 19272 members 
Mstep: Class 20 contains 303 members 
Mstep: Class 21 contains 6877 members 
Mstep: Class 22 contains 1038 members 
Mstep: Class 23 contains 1833 members 
Entering Unmasked Estep 
Score: -104776080.000000 Penalty: 77926.218750
Splitting cluster 20 changes total score from -104777560.000000 to -104776080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (6877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Entering Unmasked Estep 
Score: -871573.937500 Penalty: 2191.312500
	Iteration 0F: 2 clusters Score -871573.9 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 3438 members 
Entering Unmasked Estep 
Score: -865892.562500 Penalty: 4382.625000
	Iteration 0F: 3 clusters Score -865892.6 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -867355.000000 Penalty: 4382.625000
	Iteration 1F: 3 clusters Score -867355 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -867586.187500 Penalty: 4382.625000
	Iteration 2F: 3 clusters Score -867586.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -867738.687500 Penalty: 4382.625000
	Iteration 3Q: 3 clusters Score -867738.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -867854.937500 Penalty: 4382.625000
	Iteration 4Q: 3 clusters Score -867854.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -867937.937500 Penalty: 4382.625000
	Iteration 5Q: 3 clusters Score -867937.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -867998.250000 Penalty: 4382.625000
	Iteration 6Q: 3 clusters Score -867998.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -868046.625000 Penalty: 4382.625000
	Iteration 7Q: 3 clusters Score -868046.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -868078.125000 Penalty: 4382.625000
	Iteration 8Q: 3 clusters Score -868078.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -868112.875000 Penalty: 4382.625000
	Iteration 9Q: 3 clusters Score -868112.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -868143.625000 Penalty: 4382.625000
	Iteration 10Q: 3 clusters Score -868143.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -868173.062500 Penalty: 4382.625000
	Iteration 11Q: 3 clusters Score -868173.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -868198.500000 Penalty: 4382.625000
	Iteration 12Q: 3 clusters Score -868198.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -868217.625000 Penalty: 4382.625000
	Iteration 13Q: 3 clusters Score -868217.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -868245.875000 Penalty: 4382.625000
	Iteration 14Q: 3 clusters Score -868245.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -868276.437500 Penalty: 4382.625000
	Iteration 15Q: 3 clusters Score -868276.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -868315.875000 Penalty: 4382.625000
	Iteration 16Q: 3 clusters Score -868315.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -868370.437500 Penalty: 4382.625000
	Iteration 17Q: 3 clusters Score -868370.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -868424.687500 Penalty: 4382.625000
	Iteration 18Q: 3 clusters Score -868424.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -868479.125000 Penalty: 4382.625000
	Iteration 19Q: 3 clusters Score -868479.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -868544.375000 Penalty: 4382.625000
	Iteration 20F: 3 clusters Score -868544.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -868601.750000 Penalty: 4382.625000
	Iteration 21Q: 3 clusters Score -868601.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -868666.187500 Penalty: 4382.625000
	Iteration 22Q: 3 clusters Score -868666.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -868732.562500 Penalty: 4382.625000
	Iteration 23Q: 3 clusters Score -868732.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -868818.187500 Penalty: 4382.625000
	Iteration 24Q: 3 clusters Score -868818.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -868899.125000 Penalty: 4382.625000
	Iteration 25Q: 3 clusters Score -868899.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -869003.562500 Penalty: 4382.625000
	Iteration 26Q: 3 clusters Score -869003.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -869127.125000 Penalty: 4382.625000
	Iteration 27Q: 3 clusters Score -869127.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -869269.562500 Penalty: 4382.625000
	Iteration 28Q: 3 clusters Score -869269.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -869370.750000 Penalty: 4382.625000
	Iteration 29Q: 3 clusters Score -869370.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -869442.125000 Penalty: 4382.625000
	Iteration 30Q: 3 clusters Score -869442.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -869492.937500 Penalty: 4382.625000
	Iteration 31Q: 3 clusters Score -869492.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -869533.750000 Penalty: 4382.625000
	Iteration 32Q: 3 clusters Score -869533.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -869576.125000 Penalty: 4382.625000
	Iteration 33Q: 3 clusters Score -869576.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -869603.687500 Penalty: 4382.625000
	Iteration 34Q: 3 clusters Score -869603.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -869619.250000 Penalty: 4382.625000
	Iteration 35Q: 3 clusters Score -869619.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -869628.437500 Penalty: 4382.625000
	Iteration 36Q: 3 clusters Score -869628.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -869635.312500 Penalty: 4382.625000
	Iteration 37Q: 3 clusters Score -869635.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -869639.625000 Penalty: 4382.625000
	Iteration 38Q: 3 clusters Score -869639.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -869640.750000 Penalty: 4382.625000
	Iteration 39Q: 3 clusters Score -869640.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -869644.062500 Penalty: 4382.625000
	Iteration 40F: 3 clusters Score -869644.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -869650.375000 Penalty: 4382.625000
	Iteration 41Q: 3 clusters Score -869650.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -869651.812500 Penalty: 4382.625000
	Iteration 42Q: 3 clusters Score -869651.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -869656.625000 Penalty: 4382.625000
	Iteration 43Q: 3 clusters Score -869656.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -869665.125000 Penalty: 4382.625000
	Iteration 44Q: 3 clusters Score -869665.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -869668.562500 Penalty: 4382.625000
	Iteration 45Q: 3 clusters Score -869668.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -869667.937500 Penalty: 4382.625000
	Iteration 46Q: 3 clusters Score -869667.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -869667.937500 Penalty: 4382.625000
	Iteration 47F: 3 clusters Score -869667.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Entering Unmasked Estep 
Score: -121662.609375 Penalty: 1722.372681
	Iteration 0F: 2 clusters Score -121662.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -119739.875000 Penalty: 3444.745361
	Iteration 0F: 3 clusters Score -119739.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -120042.117188 Penalty: 3444.745361
	Iteration 1F: 3 clusters Score -120042.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -120176.460938 Penalty: 3444.745361
	Iteration 2F: 3 clusters Score -120176.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -120273.039062 Penalty: 3444.745361
	Iteration 3Q: 3 clusters Score -120273 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -120362.507812 Penalty: 3444.745361
	Iteration 4Q: 3 clusters Score -120362.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -120454.890625 Penalty: 3444.745361
	Iteration 5Q: 3 clusters Score -120454.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -120521.875000 Penalty: 3444.745361
	Iteration 6Q: 3 clusters Score -120521.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -120601.781250 Penalty: 3444.745361
	Iteration 7Q: 3 clusters Score -120601.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -120659.500000 Penalty: 3444.745361
	Iteration 8Q: 3 clusters Score -120659.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -120723.937500 Penalty: 3444.745361
	Iteration 9Q: 3 clusters Score -120723.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -120792.312500 Penalty: 3444.745361
	Iteration 10Q: 3 clusters Score -120792.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -120831.773438 Penalty: 3444.745361
	Iteration 11Q: 3 clusters Score -120831.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -120867.453125 Penalty: 3444.745361
	Iteration 12Q: 3 clusters Score -120867.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -120885.398438 Penalty: 3444.745361
	Iteration 13Q: 3 clusters Score -120885.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -120898.031250 Penalty: 3444.745361
	Iteration 14Q: 3 clusters Score -120898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -120905.835938 Penalty: 3444.745361
	Iteration 15Q: 3 clusters Score -120905.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -120907.875000 Penalty: 3444.745361
	Iteration 16Q: 3 clusters Score -120907.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -120907.875000 Penalty: 3444.745361
	Iteration 17F: 3 clusters Score -120907.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55057 members 
Mstep: Class 2 contains 5574 members 
Mstep: Class 3 contains 30894 members 
Mstep: Class 4 contains 57271 members 
Mstep: Class 5 contains 4702 members 
Mstep: Class 6 contains 22054 members 
Mstep: Class 7 contains 12433 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15594 members 
Mstep: Class 12 contains 44078 members 
Mstep: Class 13 contains 258452 members 
Mstep: Class 14 contains 94461 members 
Mstep: Class 15 contains 184185 members 
Mstep: Class 16 contains 2988 members 
Mstep: Class 17 contains 4317 members 
Mstep: Class 18 contains 28488 members 
Mstep: Class 19 contains 19272 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6877 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777576.000000 Penalty: 74538.125000
Iteration 399Q: 23 clusters Score -1.047776e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55061 members 
Mstep: Class 2 contains 5574 members 
Mstep: Class 3 contains 30893 members 
Mstep: Class 4 contains 57274 members 
Mstep: Class 5 contains 4702 members 
Mstep: Class 6 contains 22055 members 
Mstep: Class 7 contains 12433 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15594 members 
Mstep: Class 12 contains 44078 members 
Mstep: Class 13 contains 258490 members 
Mstep: Class 14 contains 94442 members 
Mstep: Class 15 contains 184152 members 
Mstep: Class 16 contains 2988 members 
Mstep: Class 17 contains 4316 members 
Mstep: Class 18 contains 28491 members 
Mstep: Class 19 contains 19277 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6877 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777600.000000 Penalty: 74538.125000
Iteration 400F: 23 clusters Score -1.047776e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55060 members 
Mstep: Class 2 contains 5574 members 
Mstep: Class 3 contains 30891 members 
Mstep: Class 4 contains 57273 members 
Mstep: Class 5 contains 4702 members 
Mstep: Class 6 contains 22055 members 
Mstep: Class 7 contains 12433 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15591 members 
Mstep: Class 12 contains 44079 members 
Mstep: Class 13 contains 258523 members 
Mstep: Class 14 contains 94420 members 
Mstep: Class 15 contains 184145 members 
Mstep: Class 16 contains 2988 members 
Mstep: Class 17 contains 4315 members 
Mstep: Class 18 contains 28492 members 
Mstep: Class 19 contains 19279 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6877 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777656.000000 Penalty: 74538.125000
Iteration 401Q: 23 clusters Score -1.047777e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55061 members 
Mstep: Class 2 contains 5574 members 
Mstep: Class 3 contains 30888 members 
Mstep: Class 4 contains 57272 members 
Mstep: Class 5 contains 4702 members 
Mstep: Class 6 contains 22056 members 
Mstep: Class 7 contains 12433 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15593 members 
Mstep: Class 12 contains 44079 members 
Mstep: Class 13 contains 258560 members 
Mstep: Class 14 contains 94398 members 
Mstep: Class 15 contains 184132 members 
Mstep: Class 16 contains 2988 members 
Mstep: Class 17 contains 4316 members 
Mstep: Class 18 contains 28490 members 
Mstep: Class 19 contains 19278 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6877 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777632.000000 Penalty: 74538.125000
Iteration 402Q: 23 clusters Score -1.047776e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55062 members 
Mstep: Class 2 contains 5574 members 
Mstep: Class 3 contains 30886 members 
Mstep: Class 4 contains 57268 members 
Mstep: Class 5 contains 4702 members 
Mstep: Class 6 contains 22054 members 
Mstep: Class 7 contains 12433 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15596 members 
Mstep: Class 12 contains 44080 members 
Mstep: Class 13 contains 258608 members 
Mstep: Class 14 contains 94385 members 
Mstep: Class 15 contains 184107 members 
Mstep: Class 16 contains 2988 members 
Mstep: Class 17 contains 4315 members 
Mstep: Class 18 contains 28490 members 
Mstep: Class 19 contains 19272 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6877 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777792.000000 Penalty: 74538.125000
Iteration 403Q: 23 clusters Score -1.047778e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55057 members 
Mstep: Class 2 contains 5574 members 
Mstep: Class 3 contains 30881 members 
Mstep: Class 4 contains 57267 members 
Mstep: Class 5 contains 4702 members 
Mstep: Class 6 contains 22054 members 
Mstep: Class 7 contains 12432 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15596 members 
Mstep: Class 12 contains 44079 members 
Mstep: Class 13 contains 258656 members 
Mstep: Class 14 contains 94372 members 
Mstep: Class 15 contains 184084 members 
Mstep: Class 16 contains 2987 members 
Mstep: Class 17 contains 4314 members 
Mstep: Class 18 contains 28494 members 
Mstep: Class 19 contains 19271 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6877 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777744.000000 Penalty: 74538.125000
Iteration 404Q: 23 clusters Score -1.047777e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55055 members 
Mstep: Class 2 contains 5574 members 
Mstep: Class 3 contains 30878 members 
Mstep: Class 4 contains 57258 members 
Mstep: Class 5 contains 4702 members 
Mstep: Class 6 contains 22053 members 
Mstep: Class 7 contains 12432 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15595 members 
Mstep: Class 12 contains 44079 members 
Mstep: Class 13 contains 258706 members 
Mstep: Class 14 contains 94359 members 
Mstep: Class 15 contains 184062 members 
Mstep: Class 16 contains 2984 members 
Mstep: Class 17 contains 4313 members 
Mstep: Class 18 contains 28496 members 
Mstep: Class 19 contains 19273 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6878 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777728.000000 Penalty: 74538.125000
Iteration 405Q: 23 clusters Score -1.047777e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55053 members 
Mstep: Class 2 contains 5575 members 
Mstep: Class 3 contains 30872 members 
Mstep: Class 4 contains 57247 members 
Mstep: Class 5 contains 4702 members 
Mstep: Class 6 contains 22054 members 
Mstep: Class 7 contains 12433 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15596 members 
Mstep: Class 12 contains 44081 members 
Mstep: Class 13 contains 258766 members 
Mstep: Class 14 contains 94336 members 
Mstep: Class 15 contains 184031 members 
Mstep: Class 16 contains 2982 members 
Mstep: Class 17 contains 4312 members 
Mstep: Class 18 contains 28500 members 
Mstep: Class 19 contains 19276 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6881 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777776.000000 Penalty: 74538.125000
Iteration 406Q: 23 clusters Score -1.047778e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55055 members 
Mstep: Class 2 contains 5575 members 
Mstep: Class 3 contains 30868 members 
Mstep: Class 4 contains 57241 members 
Mstep: Class 5 contains 4703 members 
Mstep: Class 6 contains 22056 members 
Mstep: Class 7 contains 12433 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15596 members 
Mstep: Class 12 contains 44082 members 
Mstep: Class 13 contains 258810 members 
Mstep: Class 14 contains 94312 members 
Mstep: Class 15 contains 184004 members 
Mstep: Class 16 contains 2984 members 
Mstep: Class 17 contains 4313 members 
Mstep: Class 18 contains 28503 members 
Mstep: Class 19 contains 19279 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6883 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777672.000000 Penalty: 74538.125000
Iteration 407Q: 23 clusters Score -1.047777e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55055 members 
Mstep: Class 2 contains 5576 members 
Mstep: Class 3 contains 30868 members 
Mstep: Class 4 contains 57239 members 
Mstep: Class 5 contains 4704 members 
Mstep: Class 6 contains 22056 members 
Mstep: Class 7 contains 12434 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15596 members 
Mstep: Class 12 contains 44081 members 
Mstep: Class 13 contains 258860 members 
Mstep: Class 14 contains 94298 members 
Mstep: Class 15 contains 183965 members 
Mstep: Class 16 contains 2984 members 
Mstep: Class 17 contains 4313 members 
Mstep: Class 18 contains 28506 members 
Mstep: Class 19 contains 19278 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6884 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777680.000000 Penalty: 74538.125000
Iteration 408Q: 23 clusters Score -1.047777e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55058 members 
Mstep: Class 2 contains 5577 members 
Mstep: Class 3 contains 30865 members 
Mstep: Class 4 contains 57234 members 
Mstep: Class 5 contains 4704 members 
Mstep: Class 6 contains 22058 members 
Mstep: Class 7 contains 12434 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15598 members 
Mstep: Class 12 contains 44082 members 
Mstep: Class 13 contains 258908 members 
Mstep: Class 14 contains 94280 members 
Mstep: Class 15 contains 183930 members 
Mstep: Class 16 contains 2983 members 
Mstep: Class 17 contains 4313 members 
Mstep: Class 18 contains 28510 members 
Mstep: Class 19 contains 19278 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6885 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777680.000000 Penalty: 74538.125000
Iteration 409Q: 23 clusters Score -1.047777e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55061 members 
Mstep: Class 2 contains 5577 members 
Mstep: Class 3 contains 30863 members 
Mstep: Class 4 contains 57236 members 
Mstep: Class 5 contains 4704 members 
Mstep: Class 6 contains 22056 members 
Mstep: Class 7 contains 12434 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15596 members 
Mstep: Class 12 contains 44082 members 
Mstep: Class 13 contains 258961 members 
Mstep: Class 14 contains 94258 members 
Mstep: Class 15 contains 183897 members 
Mstep: Class 16 contains 2983 members 
Mstep: Class 17 contains 4312 members 
Mstep: Class 18 contains 28514 members 
Mstep: Class 19 contains 19277 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6886 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777720.000000 Penalty: 74538.125000
Iteration 410Q: 23 clusters Score -1.047777e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55065 members 
Mstep: Class 2 contains 5577 members 
Mstep: Class 3 contains 30863 members 
Mstep: Class 4 contains 57244 members 
Mstep: Class 5 contains 4704 members 
Mstep: Class 6 contains 22056 members 
Mstep: Class 7 contains 12436 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15592 members 
Mstep: Class 12 contains 44084 members 
Mstep: Class 13 contains 259004 members 
Mstep: Class 14 contains 94232 members 
Mstep: Class 15 contains 183871 members 
Mstep: Class 16 contains 2983 members 
Mstep: Class 17 contains 4309 members 
Mstep: Class 18 contains 28517 members 
Mstep: Class 19 contains 19275 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6885 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777760.000000 Penalty: 74538.125000
Iteration 411Q: 23 clusters Score -1.047778e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55067 members 
Mstep: Class 2 contains 5578 members 
Mstep: Class 3 contains 30860 members 
Mstep: Class 4 contains 57246 members 
Mstep: Class 5 contains 4704 members 
Mstep: Class 6 contains 22056 members 
Mstep: Class 7 contains 12437 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15592 members 
Mstep: Class 12 contains 44079 members 
Mstep: Class 13 contains 259050 members 
Mstep: Class 14 contains 94211 members 
Mstep: Class 15 contains 183854 members 
Mstep: Class 16 contains 2982 members 
Mstep: Class 17 contains 4306 members 
Mstep: Class 18 contains 28516 members 
Mstep: Class 19 contains 19274 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6885 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777672.000000 Penalty: 74538.125000
Iteration 412Q: 23 clusters Score -1.047777e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55070 members 
Mstep: Class 2 contains 5578 members 
Mstep: Class 3 contains 30857 members 
Mstep: Class 4 contains 57243 members 
Mstep: Class 5 contains 4705 members 
Mstep: Class 6 contains 22057 members 
Mstep: Class 7 contains 12435 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15592 members 
Mstep: Class 12 contains 44080 members 
Mstep: Class 13 contains 259101 members 
Mstep: Class 14 contains 94187 members 
Mstep: Class 15 contains 183829 members 
Mstep: Class 16 contains 2982 members 
Mstep: Class 17 contains 4307 members 
Mstep: Class 18 contains 28518 members 
Mstep: Class 19 contains 19271 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6885 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777608.000000 Penalty: 74538.125000
Iteration 413Q: 23 clusters Score -1.047776e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55070 members 
Mstep: Class 2 contains 5578 members 
Mstep: Class 3 contains 30849 members 
Mstep: Class 4 contains 57247 members 
Mstep: Class 5 contains 4703 members 
Mstep: Class 6 contains 22058 members 
Mstep: Class 7 contains 12435 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15590 members 
Mstep: Class 12 contains 44082 members 
Mstep: Class 13 contains 259155 members 
Mstep: Class 14 contains 94176 members 
Mstep: Class 15 contains 183789 members 
Mstep: Class 16 contains 2982 members 
Mstep: Class 17 contains 4308 members 
Mstep: Class 18 contains 28520 members 
Mstep: Class 19 contains 19271 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6884 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777560.000000 Penalty: 74538.125000
Iteration 414Q: 23 clusters Score -1.047776e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55071 members 
Mstep: Class 2 contains 5578 members 
Mstep: Class 3 contains 30844 members 
Mstep: Class 4 contains 57241 members 
Mstep: Class 5 contains 4705 members 
Mstep: Class 6 contains 22058 members 
Mstep: Class 7 contains 12437 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15591 members 
Mstep: Class 12 contains 44082 members 
Mstep: Class 13 contains 259233 members 
Mstep: Class 14 contains 94164 members 
Mstep: Class 15 contains 183725 members 
Mstep: Class 16 contains 2982 members 
Mstep: Class 17 contains 4308 members 
Mstep: Class 18 contains 28523 members 
Mstep: Class 19 contains 19271 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6884 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777576.000000 Penalty: 74538.125000
Iteration 415Q: 23 clusters Score -1.047776e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55071 members 
Mstep: Class 2 contains 5578 members 
Mstep: Class 3 contains 30838 members 
Mstep: Class 4 contains 57237 members 
Mstep: Class 5 contains 4703 members 
Mstep: Class 6 contains 22056 members 
Mstep: Class 7 contains 12435 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15592 members 
Mstep: Class 12 contains 44082 members 
Mstep: Class 13 contains 259309 members 
Mstep: Class 14 contains 94158 members 
Mstep: Class 15 contains 183663 members 
Mstep: Class 16 contains 2982 members 
Mstep: Class 17 contains 4308 members 
Mstep: Class 18 contains 28528 members 
Mstep: Class 19 contains 19273 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6884 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777640.000000 Penalty: 74538.125000
Iteration 416Q: 23 clusters Score -1.047776e+08 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55070 members 
Mstep: Class 2 contains 5578 members 
Mstep: Class 3 contains 30832 members 
Mstep: Class 4 contains 57232 members 
Mstep: Class 5 contains 4703 members 
Mstep: Class 6 contains 22056 members 
Mstep: Class 7 contains 12435 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15593 members 
Mstep: Class 12 contains 44082 members 
Mstep: Class 13 contains 259373 members 
Mstep: Class 14 contains 94141 members 
Mstep: Class 15 contains 183619 members 
Mstep: Class 16 contains 2982 members 
Mstep: Class 17 contains 4307 members 
Mstep: Class 18 contains 28532 members 
Mstep: Class 19 contains 19277 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6885 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777608.000000 Penalty: 74538.125000
Iteration 417Q: 23 clusters Score -1.047776e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55071 members 
Mstep: Class 2 contains 5578 members 
Mstep: Class 3 contains 30822 members 
Mstep: Class 4 contains 57236 members 
Mstep: Class 5 contains 4703 members 
Mstep: Class 6 contains 22059 members 
Mstep: Class 7 contains 12436 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15594 members 
Mstep: Class 12 contains 44083 members 
Mstep: Class 13 contains 259408 members 
Mstep: Class 14 contains 94134 members 
Mstep: Class 15 contains 183587 members 
Mstep: Class 16 contains 2983 members 
Mstep: Class 17 contains 4306 members 
Mstep: Class 18 contains 28534 members 
Mstep: Class 19 contains 19277 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6886 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777544.000000 Penalty: 74538.125000
Iteration 418Q: 23 clusters Score -1.047775e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55074 members 
Mstep: Class 2 contains 5578 members 
Mstep: Class 3 contains 30817 members 
Mstep: Class 4 contains 57234 members 
Mstep: Class 5 contains 4703 members 
Mstep: Class 6 contains 22057 members 
Mstep: Class 7 contains 12436 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15597 members 
Mstep: Class 12 contains 44083 members 
Mstep: Class 13 contains 259449 members 
Mstep: Class 14 contains 94129 members 
Mstep: Class 15 contains 183557 members 
Mstep: Class 16 contains 2982 members 
Mstep: Class 17 contains 4305 members 
Mstep: Class 18 contains 28534 members 
Mstep: Class 19 contains 19276 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6886 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777616.000000 Penalty: 74538.125000
Iteration 419Q: 23 clusters Score -1.047776e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55072 members 
Mstep: Class 2 contains 5578 members 
Mstep: Class 3 contains 30807 members 
Mstep: Class 4 contains 57230 members 
Mstep: Class 5 contains 4703 members 
Mstep: Class 6 contains 22059 members 
Mstep: Class 7 contains 12436 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15597 members 
Mstep: Class 12 contains 44082 members 
Mstep: Class 13 contains 259502 members 
Mstep: Class 14 contains 94119 members 
Mstep: Class 15 contains 183534 members 
Mstep: Class 16 contains 2979 members 
Mstep: Class 17 contains 4304 members 
Mstep: Class 18 contains 28534 members 
Mstep: Class 19 contains 19274 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6887 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777536.000000 Penalty: 74538.125000
Iteration 420F: 23 clusters Score -1.047775e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55071 members 
Mstep: Class 2 contains 5578 members 
Mstep: Class 3 contains 30800 members 
Mstep: Class 4 contains 57228 members 
Mstep: Class 5 contains 4704 members 
Mstep: Class 6 contains 22058 members 
Mstep: Class 7 contains 12436 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15597 members 
Mstep: Class 12 contains 44082 members 
Mstep: Class 13 contains 259554 members 
Mstep: Class 14 contains 94115 members 
Mstep: Class 15 contains 183498 members 
Mstep: Class 16 contains 2977 members 
Mstep: Class 17 contains 4306 members 
Mstep: Class 18 contains 28532 members 
Mstep: Class 19 contains 19273 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6888 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777512.000000 Penalty: 74538.125000
Iteration 421Q: 23 clusters Score -1.047775e+08 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55066 members 
Mstep: Class 2 contains 5578 members 
Mstep: Class 3 contains 30796 members 
Mstep: Class 4 contains 57224 members 
Mstep: Class 5 contains 4705 members 
Mstep: Class 6 contains 22061 members 
Mstep: Class 7 contains 12437 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15599 members 
Mstep: Class 12 contains 44081 members 
Mstep: Class 13 contains 259609 members 
Mstep: Class 14 contains 94105 members 
Mstep: Class 15 contains 183457 members 
Mstep: Class 16 contains 2978 members 
Mstep: Class 17 contains 4306 members 
Mstep: Class 18 contains 28531 members 
Mstep: Class 19 contains 19275 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6889 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777552.000000 Penalty: 74538.125000
Iteration 422Q: 23 clusters Score -1.047776e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55063 members 
Mstep: Class 2 contains 5578 members 
Mstep: Class 3 contains 30793 members 
Mstep: Class 4 contains 57216 members 
Mstep: Class 5 contains 4704 members 
Mstep: Class 6 contains 22061 members 
Mstep: Class 7 contains 12438 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15601 members 
Mstep: Class 12 contains 44078 members 
Mstep: Class 13 contains 259666 members 
Mstep: Class 14 contains 94098 members 
Mstep: Class 15 contains 183428 members 
Mstep: Class 16 contains 2975 members 
Mstep: Class 17 contains 4306 members 
Mstep: Class 18 contains 28529 members 
Mstep: Class 19 contains 19274 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6889 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777568.000000 Penalty: 74538.125000
Iteration 423Q: 23 clusters Score -1.047776e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55064 members 
Mstep: Class 2 contains 5578 members 
Mstep: Class 3 contains 30789 members 
Mstep: Class 4 contains 57213 members 
Mstep: Class 5 contains 4704 members 
Mstep: Class 6 contains 22061 members 
Mstep: Class 7 contains 12437 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15602 members 
Mstep: Class 12 contains 44077 members 
Mstep: Class 13 contains 259704 members 
Mstep: Class 14 contains 94093 members 
Mstep: Class 15 contains 183405 members 
Mstep: Class 16 contains 2973 members 
Mstep: Class 17 contains 4305 members 
Mstep: Class 18 contains 28532 members 
Mstep: Class 19 contains 19271 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6889 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777624.000000 Penalty: 74538.125000
Iteration 424Q: 23 clusters Score -1.047776e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55062 members 
Mstep: Class 2 contains 5578 members 
Mstep: Class 3 contains 30784 members 
Mstep: Class 4 contains 57217 members 
Mstep: Class 5 contains 4704 members 
Mstep: Class 6 contains 22061 members 
Mstep: Class 7 contains 12437 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15602 members 
Mstep: Class 12 contains 44075 members 
Mstep: Class 13 contains 259733 members 
Mstep: Class 14 contains 94087 members 
Mstep: Class 15 contains 183388 members 
Mstep: Class 16 contains 2973 members 
Mstep: Class 17 contains 4305 members 
Mstep: Class 18 contains 28529 members 
Mstep: Class 19 contains 19272 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6890 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777648.000000 Penalty: 74538.125000
Iteration 425Q: 23 clusters Score -1.047776e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55062 members 
Mstep: Class 2 contains 5578 members 
Mstep: Class 3 contains 30777 members 
Mstep: Class 4 contains 57214 members 
Mstep: Class 5 contains 4704 members 
Mstep: Class 6 contains 22062 members 
Mstep: Class 7 contains 12437 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15602 members 
Mstep: Class 12 contains 44073 members 
Mstep: Class 13 contains 259769 members 
Mstep: Class 14 contains 94085 members 
Mstep: Class 15 contains 183366 members 
Mstep: Class 16 contains 2972 members 
Mstep: Class 17 contains 4307 members 
Mstep: Class 18 contains 28525 members 
Mstep: Class 19 contains 19273 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6891 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777640.000000 Penalty: 74538.125000
Iteration 426Q: 23 clusters Score -1.047776e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55062 members 
Mstep: Class 2 contains 5578 members 
Mstep: Class 3 contains 30771 members 
Mstep: Class 4 contains 57210 members 
Mstep: Class 5 contains 4704 members 
Mstep: Class 6 contains 22063 members 
Mstep: Class 7 contains 12437 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15600 members 
Mstep: Class 12 contains 44076 members 
Mstep: Class 13 contains 259797 members 
Mstep: Class 14 contains 94068 members 
Mstep: Class 15 contains 183363 members 
Mstep: Class 16 contains 2969 members 
Mstep: Class 17 contains 4307 members 
Mstep: Class 18 contains 28527 members 
Mstep: Class 19 contains 19271 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6894 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777648.000000 Penalty: 74538.125000
Iteration 427Q: 23 clusters Score -1.047776e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55060 members 
Mstep: Class 2 contains 5578 members 
Mstep: Class 3 contains 30763 members 
Mstep: Class 4 contains 57206 members 
Mstep: Class 5 contains 4704 members 
Mstep: Class 6 contains 22063 members 
Mstep: Class 7 contains 12438 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15598 members 
Mstep: Class 12 contains 44074 members 
Mstep: Class 13 contains 259844 members 
Mstep: Class 14 contains 94046 members 
Mstep: Class 15 contains 183355 members 
Mstep: Class 16 contains 2967 members 
Mstep: Class 17 contains 4307 members 
Mstep: Class 18 contains 28529 members 
Mstep: Class 19 contains 19271 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 6894 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777680.000000 Penalty: 74538.125000
Iteration 428Q: 23 clusters Score -1.047777e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55059 members 
Mstep: Class 2 contains 5578 members 
Mstep: Class 3 contains 30757 members 
Mstep: Class 4 contains 57208 members 
Mstep: Class 5 contains 4704 members 
Mstep: Class 6 contains 22063 members 
Mstep: Class 7 contains 12440 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15599 members 
Mstep: Class 12 contains 44076 members 
Mstep: Class 13 contains 259896 members 
Mstep: Class 14 contains 94022 members 
Mstep: Class 15 contains 183325 members 
Mstep: Class 16 contains 2963 members 
Mstep: Class 17 contains 4307 members 
Mstep: Class 18 contains 28534 members 
Mstep: Class 19 contains 19271 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6894 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777576.000000 Penalty: 74538.125000
Iteration 429Q: 23 clusters Score -1.047776e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55054 members 
Mstep: Class 2 contains 5578 members 
Mstep: Class 3 contains 30747 members 
Mstep: Class 4 contains 57212 members 
Mstep: Class 5 contains 4704 members 
Mstep: Class 6 contains 22062 members 
Mstep: Class 7 contains 12440 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15597 members 
Mstep: Class 12 contains 44077 members 
Mstep: Class 13 contains 259948 members 
Mstep: Class 14 contains 94001 members 
Mstep: Class 15 contains 183308 members 
Mstep: Class 16 contains 2961 members 
Mstep: Class 17 contains 4307 members 
Mstep: Class 18 contains 28533 members 
Mstep: Class 19 contains 19272 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6895 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777640.000000 Penalty: 74538.125000
Iteration 430Q: 23 clusters Score -1.047776e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55053 members 
Mstep: Class 2 contains 5579 members 
Mstep: Class 3 contains 30740 members 
Mstep: Class 4 contains 57209 members 
Mstep: Class 5 contains 4703 members 
Mstep: Class 6 contains 22061 members 
Mstep: Class 7 contains 12438 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15597 members 
Mstep: Class 12 contains 44078 members 
Mstep: Class 13 contains 259978 members 
Mstep: Class 14 contains 93985 members 
Mstep: Class 15 contains 183304 members 
Mstep: Class 16 contains 2960 members 
Mstep: Class 17 contains 4305 members 
Mstep: Class 18 contains 28536 members 
Mstep: Class 19 contains 19274 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6896 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777608.000000 Penalty: 74538.125000
Iteration 431Q: 23 clusters Score -1.047776e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55050 members 
Mstep: Class 2 contains 5579 members 
Mstep: Class 3 contains 30738 members 
Mstep: Class 4 contains 57209 members 
Mstep: Class 5 contains 4702 members 
Mstep: Class 6 contains 22059 members 
Mstep: Class 7 contains 12438 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15596 members 
Mstep: Class 12 contains 44079 members 
Mstep: Class 13 contains 260013 members 
Mstep: Class 14 contains 93977 members 
Mstep: Class 15 contains 183283 members 
Mstep: Class 16 contains 2959 members 
Mstep: Class 17 contains 4304 members 
Mstep: Class 18 contains 28537 members 
Mstep: Class 19 contains 19277 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6896 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777520.000000 Penalty: 74538.125000
Iteration 432Q: 23 clusters Score -1.047775e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55048 members 
Mstep: Class 2 contains 5579 members 
Mstep: Class 3 contains 30739 members 
Mstep: Class 4 contains 57211 members 
Mstep: Class 5 contains 4702 members 
Mstep: Class 6 contains 22058 members 
Mstep: Class 7 contains 12439 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15595 members 
Mstep: Class 12 contains 44080 members 
Mstep: Class 13 contains 260049 members 
Mstep: Class 14 contains 93955 members 
Mstep: Class 15 contains 183268 members 
Mstep: Class 16 contains 2956 members 
Mstep: Class 17 contains 4304 members 
Mstep: Class 18 contains 28538 members 
Mstep: Class 19 contains 19279 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6896 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777512.000000 Penalty: 74538.125000
Iteration 433Q: 23 clusters Score -1.047775e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55046 members 
Mstep: Class 2 contains 5579 members 
Mstep: Class 3 contains 30737 members 
Mstep: Class 4 contains 57217 members 
Mstep: Class 5 contains 4702 members 
Mstep: Class 6 contains 22057 members 
Mstep: Class 7 contains 12440 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15593 members 
Mstep: Class 12 contains 44082 members 
Mstep: Class 13 contains 260091 members 
Mstep: Class 14 contains 93932 members 
Mstep: Class 15 contains 183251 members 
Mstep: Class 16 contains 2953 members 
Mstep: Class 17 contains 4303 members 
Mstep: Class 18 contains 28540 members 
Mstep: Class 19 contains 19277 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6896 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777472.000000 Penalty: 74538.125000
Iteration 434Q: 23 clusters Score -1.047775e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55044 members 
Mstep: Class 2 contains 5579 members 
Mstep: Class 3 contains 30737 members 
Mstep: Class 4 contains 57220 members 
Mstep: Class 5 contains 4703 members 
Mstep: Class 6 contains 22057 members 
Mstep: Class 7 contains 12439 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15595 members 
Mstep: Class 12 contains 44085 members 
Mstep: Class 13 contains 260152 members 
Mstep: Class 14 contains 93910 members 
Mstep: Class 15 contains 183205 members 
Mstep: Class 16 contains 2953 members 
Mstep: Class 17 contains 4303 members 
Mstep: Class 18 contains 28538 members 
Mstep: Class 19 contains 19280 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6896 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777424.000000 Penalty: 74538.125000
Iteration 435Q: 23 clusters Score -1.047774e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55043 members 
Mstep: Class 2 contains 5579 members 
Mstep: Class 3 contains 30734 members 
Mstep: Class 4 contains 57224 members 
Mstep: Class 5 contains 4703 members 
Mstep: Class 6 contains 22057 members 
Mstep: Class 7 contains 12439 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15591 members 
Mstep: Class 12 contains 44085 members 
Mstep: Class 13 contains 260214 members 
Mstep: Class 14 contains 93890 members 
Mstep: Class 15 contains 183162 members 
Mstep: Class 16 contains 2952 members 
Mstep: Class 17 contains 4304 members 
Mstep: Class 18 contains 28539 members 
Mstep: Class 19 contains 19283 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6897 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777512.000000 Penalty: 74538.125000
Iteration 436Q: 23 clusters Score -1.047775e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55038 members 
Mstep: Class 2 contains 5579 members 
Mstep: Class 3 contains 30733 members 
Mstep: Class 4 contains 57223 members 
Mstep: Class 5 contains 4703 members 
Mstep: Class 6 contains 22057 members 
Mstep: Class 7 contains 12439 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15589 members 
Mstep: Class 12 contains 44083 members 
Mstep: Class 13 contains 260275 members 
Mstep: Class 14 contains 93877 members 
Mstep: Class 15 contains 183127 members 
Mstep: Class 16 contains 2952 members 
Mstep: Class 17 contains 4303 members 
Mstep: Class 18 contains 28537 members 
Mstep: Class 19 contains 19283 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6898 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777600.000000 Penalty: 74538.125000
Iteration 437Q: 23 clusters Score -1.047776e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55034 members 
Mstep: Class 2 contains 5580 members 
Mstep: Class 3 contains 30731 members 
Mstep: Class 4 contains 57224 members 
Mstep: Class 5 contains 4703 members 
Mstep: Class 6 contains 22056 members 
Mstep: Class 7 contains 12439 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15586 members 
Mstep: Class 12 contains 44085 members 
Mstep: Class 13 contains 260342 members 
Mstep: Class 14 contains 93862 members 
Mstep: Class 15 contains 183077 members 
Mstep: Class 16 contains 2952 members 
Mstep: Class 17 contains 4303 members 
Mstep: Class 18 contains 28535 members 
Mstep: Class 19 contains 19289 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6898 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777584.000000 Penalty: 74538.125000
Iteration 438Q: 23 clusters Score -1.047776e+08 nChanged 178
Entering ConstructFrom: 
Score: -104777584.000000 Penalty: 74538.125000
Entering ConstructFrom: 
Trying to split cluster 1 (55027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55027 members 
Entering Unmasked Estep 
Score: -6679806.000000 Penalty: 2707.063477
	Iteration 0F: 2 clusters Score -6679806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -6642890.500000 Penalty: 5414.126953
	Iteration 0F: 3 clusters Score -6642890 nChanged 25502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -6657065.000000 Penalty: 5414.126953
	Iteration 1F: 3 clusters Score -6657065 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -6657621.500000 Penalty: 5414.126953
	Iteration 2Q: 3 clusters Score -6657622 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -6658284.000000 Penalty: 5414.126953
	Iteration 3Q: 3 clusters Score -6658284 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32696 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -6659190.500000 Penalty: 5414.126953
	Iteration 4Q: 3 clusters Score -6659190 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -6660516.000000 Penalty: 5414.126953
	Iteration 5F: 3 clusters Score -6660516 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38475 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -6662636.500000 Penalty: 5414.126953
	Iteration 6F: 3 clusters Score -6662636 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42598 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -6665904.000000 Penalty: 5414.126953
	Iteration 7F: 3 clusters Score -6665904 nChanged 4542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47120 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -6670038.500000 Penalty: 5414.126953
	Iteration 8F: 3 clusters Score -6670038 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50845 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -6673625.500000 Penalty: 5414.126953
	Iteration 9F: 3 clusters Score -6673626 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53163 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -6675899.000000 Penalty: 5414.126953
	Iteration 10Q: 3 clusters Score -6675899 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54175 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -6676798.000000 Penalty: 5414.126953
	Iteration 11Q: 3 clusters Score -6676798 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54524 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -6677143.000000 Penalty: 5414.126953
	Iteration 12Q: 3 clusters Score -6677143 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54654 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -6677288.000000 Penalty: 5414.126953
	Iteration 13Q: 3 clusters Score -6677288 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54701 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -6677348.000000 Penalty: 5414.126953
	Iteration 14Q: 3 clusters Score -6677348 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54723 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -6677399.000000 Penalty: 5414.126953
	Iteration 15Q: 3 clusters Score -6677399 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54734 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -6677422.000000 Penalty: 5414.126953
	Iteration 16Q: 3 clusters Score -6677422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54741 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -6677428.500000 Penalty: 5414.126953
	Iteration 17Q: 3 clusters Score -6677428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54743 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -6677439.000000 Penalty: 5414.126953
	Iteration 18Q: 3 clusters Score -6677439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54747 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -6677443.000000 Penalty: 5414.126953
	Iteration 19Q: 3 clusters Score -6677443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54751 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -6677446.500000 Penalty: 5414.126953
	Iteration 20F: 3 clusters Score -6677446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54754 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -6677438.000000 Penalty: 5414.126953
	Iteration 21Q: 3 clusters Score -6677438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54756 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -6677445.500000 Penalty: 5414.126953
	Iteration 22Q: 3 clusters Score -6677446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54756 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -6677447.000000 Penalty: 5414.126953
	Iteration 23Q: 3 clusters Score -6677447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -6677451.500000 Penalty: 5414.126953
	Iteration 24Q: 3 clusters Score -6677452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54759 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -6677458.000000 Penalty: 5414.126953
	Iteration 25Q: 3 clusters Score -6677458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54760 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -6677459.500000 Penalty: 5414.126953
	Iteration 26Q: 3 clusters Score -6677460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54763 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -6677466.500000 Penalty: 5414.126953
	Iteration 27Q: 3 clusters Score -6677466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54764 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -6677465.000000 Penalty: 5414.126953
	Iteration 28Q: 3 clusters Score -6677465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54764 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -6677465.000000 Penalty: 5414.126953
	Iteration 29F: 3 clusters Score -6677465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Entering Unmasked Estep 
Score: -659215.562500 Penalty: 2139.481934
	Iteration 0F: 2 clusters Score -659215.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -654350.812500 Penalty: 4278.963867
	Iteration 0F: 3 clusters Score -654350.8 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -655617.937500 Penalty: 4278.963867
	Iteration 1F: 3 clusters Score -655617.9 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -655910.375000 Penalty: 4278.963867
	Iteration 2F: 3 clusters Score -655910.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -656140.562500 Penalty: 4278.963867
	Iteration 3F: 3 clusters Score -656140.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -656371.562500 Penalty: 4278.963867
	Iteration 4F: 3 clusters Score -656371.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -656615.437500 Penalty: 4278.963867
	Iteration 5F: 3 clusters Score -656615.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -656850.937500 Penalty: 4278.963867
	Iteration 6F: 3 clusters Score -656850.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -657061.125000 Penalty: 4278.963867
	Iteration 7Q: 3 clusters Score -657061.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -657259.625000 Penalty: 4278.963867
	Iteration 8Q: 3 clusters Score -657259.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -657417.062500 Penalty: 4278.963867
	Iteration 9Q: 3 clusters Score -657417.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -657535.937500 Penalty: 4278.963867
	Iteration 10Q: 3 clusters Score -657535.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -657622.250000 Penalty: 4278.963867
	Iteration 11Q: 3 clusters Score -657622.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -657688.500000 Penalty: 4278.963867
	Iteration 12Q: 3 clusters Score -657688.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -657735.687500 Penalty: 4278.963867
	Iteration 13Q: 3 clusters Score -657735.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -657762.937500 Penalty: 4278.963867
	Iteration 14Q: 3 clusters Score -657762.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -657792.125000 Penalty: 4278.963867
	Iteration 15Q: 3 clusters Score -657792.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -657812.812500 Penalty: 4278.963867
	Iteration 16Q: 3 clusters Score -657812.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -657829.312500 Penalty: 4278.963867
	Iteration 17Q: 3 clusters Score -657829.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -657839.500000 Penalty: 4278.963867
	Iteration 18Q: 3 clusters Score -657839.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -657843.750000 Penalty: 4278.963867
	Iteration 19Q: 3 clusters Score -657843.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -657845.187500 Penalty: 4278.963867
	Iteration 20F: 3 clusters Score -657845.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -657848.000000 Penalty: 4278.963867
	Iteration 21Q: 3 clusters Score -657848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -657851.000000 Penalty: 4278.963867
	Iteration 22Q: 3 clusters Score -657851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -657851.500000 Penalty: 4278.963867
	Iteration 23Q: 3 clusters Score -657851.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -657853.250000 Penalty: 4278.963867
	Iteration 24Q: 3 clusters Score -657853.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -657852.187500 Penalty: 4278.963867
	Iteration 25Q: 3 clusters Score -657852.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -657852.187500 Penalty: 4278.963867
	Iteration 26F: 3 clusters Score -657852.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (30724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30724 members 
Entering Unmasked Estep 
Score: -3858460.250000 Penalty: 2562.534180
	Iteration 0F: 2 clusters Score -3858460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -3837259.000000 Penalty: 5125.068359
	Iteration 0F: 3 clusters Score -3837259 nChanged 14024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -3844836.000000 Penalty: 5125.068359
	Iteration 1F: 3 clusters Score -3844836 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -3845406.500000 Penalty: 5125.068359
	Iteration 2F: 3 clusters Score -3845406 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -3846092.250000 Penalty: 5125.068359
	Iteration 3F: 3 clusters Score -3846092 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -3846957.250000 Penalty: 5125.068359
	Iteration 4F: 3 clusters Score -3846957 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -3848207.500000 Penalty: 5125.068359
	Iteration 5F: 3 clusters Score -3848208 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -3849866.750000 Penalty: 5125.068359
	Iteration 6F: 3 clusters Score -3849867 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -3851798.500000 Penalty: 5125.068359
	Iteration 7F: 3 clusters Score -3851798 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -3853578.000000 Penalty: 5125.068359
	Iteration 8F: 3 clusters Score -3853578 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -3855010.500000 Penalty: 5125.068359
	Iteration 9Q: 3 clusters Score -3855010 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27933 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -3855757.500000 Penalty: 5125.068359
	Iteration 10Q: 3 clusters Score -3855758 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -3856102.500000 Penalty: 5125.068359
	Iteration 11Q: 3 clusters Score -3856102 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28568 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -3856279.250000 Penalty: 5125.068359
	Iteration 12Q: 3 clusters Score -3856279 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28752 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -3856361.250000 Penalty: 5125.068359
	Iteration 13Q: 3 clusters Score -3856361 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -3856420.500000 Penalty: 5125.068359
	Iteration 14Q: 3 clusters Score -3856420 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3856452.750000 Penalty: 5125.068359
	Iteration 15Q: 3 clusters Score -3856453 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3856493.750000 Penalty: 5125.068359
	Iteration 16Q: 3 clusters Score -3856494 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -3856522.000000 Penalty: 5125.068359
	Iteration 17Q: 3 clusters Score -3856522 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -3856543.000000 Penalty: 5125.068359
	Iteration 18Q: 3 clusters Score -3856543 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3856557.250000 Penalty: 5125.068359
	Iteration 19Q: 3 clusters Score -3856557 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -3856568.000000 Penalty: 5125.068359
	Iteration 20F: 3 clusters Score -3856568 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -3856589.750000 Penalty: 5125.068359
	Iteration 21Q: 3 clusters Score -3856590 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3856612.750000 Penalty: 5125.068359
	Iteration 22Q: 3 clusters Score -3856613 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -3856618.250000 Penalty: 5125.068359
	Iteration 23Q: 3 clusters Score -3856618 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3856631.500000 Penalty: 5125.068359
	Iteration 24Q: 3 clusters Score -3856632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3856640.000000 Penalty: 5125.068359
	Iteration 25Q: 3 clusters Score -3856640 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3856639.750000 Penalty: 5125.068359
	Iteration 26Q: 3 clusters Score -3856640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -3856646.000000 Penalty: 5125.068359
	Iteration 27Q: 3 clusters Score -3856646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -3856655.500000 Penalty: 5125.068359
	Iteration 28Q: 3 clusters Score -3856656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29454 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -3856653.500000 Penalty: 5125.068359
	Iteration 29Q: 3 clusters Score -3856654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -3856661.000000 Penalty: 5125.068359
	Iteration 30Q: 3 clusters Score -3856661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3856658.000000 Penalty: 5125.068359
	Iteration 31Q: 3 clusters Score -3856658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3856663.250000 Penalty: 5125.068359
	Iteration 32Q: 3 clusters Score -3856663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3856662.750000 Penalty: 5125.068359
	Iteration 33Q: 3 clusters Score -3856663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29490 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3856656.500000 Penalty: 5125.068359
	Iteration 34Q: 3 clusters Score -3856656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3856664.750000 Penalty: 5125.068359
	Iteration 35Q: 3 clusters Score -3856665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3856666.000000 Penalty: 5125.068359
	Iteration 36Q: 3 clusters Score -3856666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29505 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3856666.000000 Penalty: 5125.068359
	Iteration 37Q: 3 clusters Score -3856666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3856668.250000 Penalty: 5125.068359
	Iteration 38Q: 3 clusters Score -3856668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29507 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3856668.750000 Penalty: 5125.068359
	Iteration 39Q: 3 clusters Score -3856669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29507 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -3856668.750000 Penalty: 5125.068359
	Iteration 40F: 3 clusters Score -3856669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (57227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57227 members 
Entering Unmasked Estep 
Score: -7220260.000000 Penalty: 2716.785889
	Iteration 0F: 2 clusters Score -7220260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 28624 members 
Entering Unmasked Estep 
Score: -7181728.500000 Penalty: 5433.571777
	Iteration 0F: 3 clusters Score -7181728 nChanged 26512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28699 members 
Mstep: Class 2 contains 28528 members 
Entering Unmasked Estep 
Score: -7196459.500000 Penalty: 5433.571777
	Iteration 1F: 3 clusters Score -7196460 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -7196921.500000 Penalty: 5433.571777
	Iteration 2Q: 3 clusters Score -7196922 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28992 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -7197399.500000 Penalty: 5433.571777
	Iteration 3Q: 3 clusters Score -7197400 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29251 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -7197956.500000 Penalty: 5433.571777
	Iteration 4Q: 3 clusters Score -7197956 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -7198631.000000 Penalty: 5433.571777
	Iteration 5Q: 3 clusters Score -7198631 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -7199603.000000 Penalty: 5433.571777
	Iteration 6Q: 3 clusters Score -7199603 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -7200885.000000 Penalty: 5433.571777
	Iteration 7Q: 3 clusters Score -7200885 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31609 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -7202706.500000 Penalty: 5433.571777
	Iteration 8F: 3 clusters Score -7202706 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32756 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -7205426.000000 Penalty: 5433.571777
	Iteration 9F: 3 clusters Score -7205426 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33848 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -7208645.000000 Penalty: 5433.571777
	Iteration 10F: 3 clusters Score -7208645 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -7211308.500000 Penalty: 5433.571777
	Iteration 11F: 3 clusters Score -7211308 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35595 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -7212615.500000 Penalty: 5433.571777
	Iteration 12Q: 3 clusters Score -7212616 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36370 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -7213345.000000 Penalty: 5433.571777
	Iteration 13Q: 3 clusters Score -7213345 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37153 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -7213940.000000 Penalty: 5433.571777
	Iteration 14Q: 3 clusters Score -7213940 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37943 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -7214444.000000 Penalty: 5433.571777
	Iteration 15Q: 3 clusters Score -7214444 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38681 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -7214865.000000 Penalty: 5433.571777
	Iteration 16Q: 3 clusters Score -7214865 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39409 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -7215247.500000 Penalty: 5433.571777
	Iteration 17Q: 3 clusters Score -7215248 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -7215589.500000 Penalty: 5433.571777
	Iteration 18Q: 3 clusters Score -7215590 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -7215922.500000 Penalty: 5433.571777
	Iteration 19Q: 3 clusters Score -7215922 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41331 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -7216117.500000 Penalty: 5433.571777
	Iteration 20F: 3 clusters Score -7216118 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41830 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -7216257.500000 Penalty: 5433.571777
	Iteration 21Q: 3 clusters Score -7216258 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -7216365.000000 Penalty: 5433.571777
	Iteration 22Q: 3 clusters Score -7216365 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42763 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -7216493.000000 Penalty: 5433.571777
	Iteration 23Q: 3 clusters Score -7216493 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43164 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -7216578.000000 Penalty: 5433.571777
	Iteration 24Q: 3 clusters Score -7216578 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43530 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -7216644.500000 Penalty: 5433.571777
	Iteration 25Q: 3 clusters Score -7216644 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43871 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -7216741.500000 Penalty: 5433.571777
	Iteration 26Q: 3 clusters Score -7216742 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44212 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -7216844.500000 Penalty: 5433.571777
	Iteration 27Q: 3 clusters Score -7216844 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44545 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -7216918.000000 Penalty: 5433.571777
	Iteration 28Q: 3 clusters Score -7216918 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44872 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -7216967.500000 Penalty: 5433.571777
	Iteration 29Q: 3 clusters Score -7216968 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45150 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -7217023.500000 Penalty: 5433.571777
	Iteration 30Q: 3 clusters Score -7217024 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45430 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -7217051.500000 Penalty: 5433.571777
	Iteration 31Q: 3 clusters Score -7217052 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45705 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -7217105.000000 Penalty: 5433.571777
	Iteration 32Q: 3 clusters Score -7217105 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45985 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -7217139.000000 Penalty: 5433.571777
	Iteration 33Q: 3 clusters Score -7217139 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46256 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -7217211.000000 Penalty: 5433.571777
	Iteration 34Q: 3 clusters Score -7217211 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46522 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -7217250.000000 Penalty: 5433.571777
	Iteration 35Q: 3 clusters Score -7217250 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46769 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -7217298.500000 Penalty: 5433.571777
	Iteration 36Q: 3 clusters Score -7217298 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47015 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -7217348.000000 Penalty: 5433.571777
	Iteration 37Q: 3 clusters Score -7217348 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47244 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -7217369.000000 Penalty: 5433.571777
	Iteration 38Q: 3 clusters Score -7217369 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47475 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -7217444.000000 Penalty: 5433.571777
	Iteration 39Q: 3 clusters Score -7217444 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47695 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -7217482.000000 Penalty: 5433.571777
	Iteration 40F: 3 clusters Score -7217482 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47919 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -7217499.500000 Penalty: 5433.571777
	Iteration 41Q: 3 clusters Score -7217500 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48109 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -7217546.500000 Penalty: 5433.571777
	Iteration 42Q: 3 clusters Score -7217546 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48279 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -7217537.000000 Penalty: 5433.571777
	Iteration 43Q: 3 clusters Score -7217537 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48428 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -7217589.500000 Penalty: 5433.571777
	Iteration 44Q: 3 clusters Score -7217590 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48564 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -7217589.500000 Penalty: 5433.571777
	Iteration 45Q: 3 clusters Score -7217590 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48672 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -7217605.500000 Penalty: 5433.571777
	Iteration 46Q: 3 clusters Score -7217606 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48782 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -7217593.000000 Penalty: 5433.571777
	Iteration 47Q: 3 clusters Score -7217593 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48883 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -7217608.000000 Penalty: 5433.571777
	Iteration 48Q: 3 clusters Score -7217608 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48974 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -7217608.500000 Penalty: 5433.571777
	Iteration 49Q: 3 clusters Score -7217608 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49070 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -7217625.000000 Penalty: 5433.571777
	Iteration 50Q: 3 clusters Score -7217625 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49160 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -7217639.000000 Penalty: 5433.571777
	Iteration 51Q: 3 clusters Score -7217639 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49256 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -7217652.500000 Penalty: 5433.571777
	Iteration 52Q: 3 clusters Score -7217652 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49332 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -7217660.500000 Penalty: 5433.571777
	Iteration 53Q: 3 clusters Score -7217660 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49402 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -7217664.000000 Penalty: 5433.571777
	Iteration 54Q: 3 clusters Score -7217664 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49481 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -7217667.500000 Penalty: 5433.571777
	Iteration 55Q: 3 clusters Score -7217668 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49561 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -7217684.000000 Penalty: 5433.571777
	Iteration 56Q: 3 clusters Score -7217684 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49645 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -7217691.000000 Penalty: 5433.571777
	Iteration 57Q: 3 clusters Score -7217691 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49728 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -7217693.000000 Penalty: 5433.571777
	Iteration 58Q: 3 clusters Score -7217693 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49807 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -7217686.000000 Penalty: 5433.571777
	Iteration 59Q: 3 clusters Score -7217686 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49902 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -7217701.000000 Penalty: 5433.571777
	Iteration 60F: 3 clusters Score -7217701 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49988 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -7217713.500000 Penalty: 5433.571777
	Iteration 61Q: 3 clusters Score -7217714 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50051 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -7217707.000000 Penalty: 5433.571777
	Iteration 62Q: 3 clusters Score -7217707 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50111 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -7217699.000000 Penalty: 5433.571777
	Iteration 63Q: 3 clusters Score -7217699 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50164 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -7217702.000000 Penalty: 5433.571777
	Iteration 64Q: 3 clusters Score -7217702 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50209 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -7217697.000000 Penalty: 5433.571777
	Iteration 65Q: 3 clusters Score -7217697 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50248 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -7217707.000000 Penalty: 5433.571777
	Iteration 66Q: 3 clusters Score -7217707 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50286 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -7217706.500000 Penalty: 5433.571777
	Iteration 67Q: 3 clusters Score -7217706 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50328 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -7217695.500000 Penalty: 5433.571777
	Iteration 68Q: 3 clusters Score -7217696 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50372 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -7217709.500000 Penalty: 5433.571777
	Iteration 69Q: 3 clusters Score -7217710 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50418 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -7217733.000000 Penalty: 5433.571777
	Iteration 70Q: 3 clusters Score -7217733 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50469 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -7217738.500000 Penalty: 5433.571777
	Iteration 71Q: 3 clusters Score -7217738 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50511 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -7217738.000000 Penalty: 5433.571777
	Iteration 72Q: 3 clusters Score -7217738 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50557 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -7217751.000000 Penalty: 5433.571777
	Iteration 73Q: 3 clusters Score -7217751 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50592 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -7217754.000000 Penalty: 5433.571777
	Iteration 74Q: 3 clusters Score -7217754 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50630 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -7217767.500000 Penalty: 5433.571777
	Iteration 75Q: 3 clusters Score -7217768 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50672 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -7217774.000000 Penalty: 5433.571777
	Iteration 76Q: 3 clusters Score -7217774 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50702 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -7217774.000000 Penalty: 5433.571777
	Iteration 77Q: 3 clusters Score -7217774 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50734 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -7217781.000000 Penalty: 5433.571777
	Iteration 78Q: 3 clusters Score -7217781 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50774 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -7217796.500000 Penalty: 5433.571777
	Iteration 79Q: 3 clusters Score -7217796 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50815 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -7217802.500000 Penalty: 5433.571777
	Iteration 80F: 3 clusters Score -7217802 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50850 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -7217800.500000 Penalty: 5433.571777
	Iteration 81Q: 3 clusters Score -7217800 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50880 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -7217806.500000 Penalty: 5433.571777
	Iteration 82Q: 3 clusters Score -7217806 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50907 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -7217823.000000 Penalty: 5433.571777
	Iteration 83Q: 3 clusters Score -7217823 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50930 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -7217827.000000 Penalty: 5433.571777
	Iteration 84Q: 3 clusters Score -7217827 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50951 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -7217831.500000 Penalty: 5433.571777
	Iteration 85Q: 3 clusters Score -7217832 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50976 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -7217832.500000 Penalty: 5433.571777
	Iteration 86Q: 3 clusters Score -7217832 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51000 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -7217836.500000 Penalty: 5433.571777
	Iteration 87Q: 3 clusters Score -7217836 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51023 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -7217843.000000 Penalty: 5433.571777
	Iteration 88Q: 3 clusters Score -7217843 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51049 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -7217856.000000 Penalty: 5433.571777
	Iteration 89Q: 3 clusters Score -7217856 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51080 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -7217859.500000 Penalty: 5433.571777
	Iteration 90Q: 3 clusters Score -7217860 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51108 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -7217861.500000 Penalty: 5433.571777
	Iteration 91Q: 3 clusters Score -7217862 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51133 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -7217844.000000 Penalty: 5433.571777
	Iteration 92Q: 3 clusters Score -7217844 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51155 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -7217845.000000 Penalty: 5433.571777
	Iteration 93Q: 3 clusters Score -7217845 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51179 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -7217865.500000 Penalty: 5433.571777
	Iteration 94Q: 3 clusters Score -7217866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51195 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -7217860.500000 Penalty: 5433.571777
	Iteration 95Q: 3 clusters Score -7217860 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51207 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -7217868.000000 Penalty: 5433.571777
	Iteration 96Q: 3 clusters Score -7217868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51222 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -7217867.500000 Penalty: 5433.571777
	Iteration 97Q: 3 clusters Score -7217868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51242 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -7217877.000000 Penalty: 5433.571777
	Iteration 98Q: 3 clusters Score -7217877 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51258 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -7217869.500000 Penalty: 5433.571777
	Iteration 99Q: 3 clusters Score -7217870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51263 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -7217870.500000 Penalty: 5433.571777
	Iteration 100F: 3 clusters Score -7217870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51268 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -7217869.500000 Penalty: 5433.571777
	Iteration 101Q: 3 clusters Score -7217870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51275 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -7217875.500000 Penalty: 5433.571777
	Iteration 102Q: 3 clusters Score -7217876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51278 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -7217880.000000 Penalty: 5433.571777
	Iteration 103Q: 3 clusters Score -7217880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51282 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -7217885.000000 Penalty: 5433.571777
	Iteration 104Q: 3 clusters Score -7217885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51284 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -7217879.000000 Penalty: 5433.571777
	Iteration 105Q: 3 clusters Score -7217879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51284 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -7217879.000000 Penalty: 5433.571777
	Iteration 106F: 3 clusters Score -7217879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Entering Unmasked Estep 
Score: -581173.000000 Penalty: 2097.076904
	Iteration 0F: 2 clusters Score -581173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -576874.187500 Penalty: 4194.153809
	Iteration 0F: 3 clusters Score -576874.2 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -577898.125000 Penalty: 4194.153809
	Iteration 1F: 3 clusters Score -577898.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -578110.250000 Penalty: 4194.153809
	Iteration 2F: 3 clusters Score -578110.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -578242.812500 Penalty: 4194.153809
	Iteration 3Q: 3 clusters Score -578242.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -578378.250000 Penalty: 4194.153809
	Iteration 4Q: 3 clusters Score -578378.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -578511.187500 Penalty: 4194.153809
	Iteration 5Q: 3 clusters Score -578511.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -578645.312500 Penalty: 4194.153809
	Iteration 6Q: 3 clusters Score -578645.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -578768.375000 Penalty: 4194.153809
	Iteration 7Q: 3 clusters Score -578768.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -578906.875000 Penalty: 4194.153809
	Iteration 8Q: 3 clusters Score -578906.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -579056.750000 Penalty: 4194.153809
	Iteration 9Q: 3 clusters Score -579056.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -579205.625000 Penalty: 4194.153809
	Iteration 10Q: 3 clusters Score -579205.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -579338.812500 Penalty: 4194.153809
	Iteration 11Q: 3 clusters Score -579338.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -579455.562500 Penalty: 4194.153809
	Iteration 12Q: 3 clusters Score -579455.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -579563.250000 Penalty: 4194.153809
	Iteration 13Q: 3 clusters Score -579563.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -579645.750000 Penalty: 4194.153809
	Iteration 14Q: 3 clusters Score -579645.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -579714.000000 Penalty: 4194.153809
	Iteration 15Q: 3 clusters Score -579714 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -579785.937500 Penalty: 4194.153809
	Iteration 16Q: 3 clusters Score -579785.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -579843.312500 Penalty: 4194.153809
	Iteration 17Q: 3 clusters Score -579843.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -579870.750000 Penalty: 4194.153809
	Iteration 18Q: 3 clusters Score -579870.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -579891.125000 Penalty: 4194.153809
	Iteration 19Q: 3 clusters Score -579891.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -579916.437500 Penalty: 4194.153809
	Iteration 20F: 3 clusters Score -579916.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -579931.812500 Penalty: 4194.153809
	Iteration 21Q: 3 clusters Score -579931.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -579942.312500 Penalty: 4194.153809
	Iteration 22Q: 3 clusters Score -579942.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -579958.625000 Penalty: 4194.153809
	Iteration 23Q: 3 clusters Score -579958.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -579965.312500 Penalty: 4194.153809
	Iteration 24Q: 3 clusters Score -579965.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -579968.937500 Penalty: 4194.153809
	Iteration 25Q: 3 clusters Score -579968.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -579970.562500 Penalty: 4194.153809
	Iteration 26Q: 3 clusters Score -579970.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -579972.687500 Penalty: 4194.153809
	Iteration 27Q: 3 clusters Score -579972.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -579973.500000 Penalty: 4194.153809
	Iteration 28Q: 3 clusters Score -579973.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -579973.500000 Penalty: 4194.153809
	Iteration 29F: 3 clusters Score -579973.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Entering Unmasked Estep 
Score: -2651010.000000 Penalty: 2480.343750
	Iteration 0F: 2 clusters Score -2651010 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -2635536.750000 Penalty: 4960.687500
	Iteration 0F: 3 clusters Score -2635537 nChanged 9853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -2640734.750000 Penalty: 4960.687500
	Iteration 1F: 3 clusters Score -2640735 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -2641297.000000 Penalty: 4960.687500
	Iteration 2F: 3 clusters Score -2641297 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -2641852.000000 Penalty: 4960.687500
	Iteration 3F: 3 clusters Score -2641852 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -2642431.000000 Penalty: 4960.687500
	Iteration 4F: 3 clusters Score -2642431 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -2643063.000000 Penalty: 4960.687500
	Iteration 5F: 3 clusters Score -2643063 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -2643765.500000 Penalty: 4960.687500
	Iteration 6F: 3 clusters Score -2643766 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -2644505.000000 Penalty: 4960.687500
	Iteration 7F: 3 clusters Score -2644505 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -2645169.250000 Penalty: 4960.687500
	Iteration 8F: 3 clusters Score -2645169 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -2645647.500000 Penalty: 4960.687500
	Iteration 9Q: 3 clusters Score -2645648 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -2646037.750000 Penalty: 4960.687500
	Iteration 10Q: 3 clusters Score -2646038 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -2646364.250000 Penalty: 4960.687500
	Iteration 11Q: 3 clusters Score -2646364 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -2646579.750000 Penalty: 4960.687500
	Iteration 12Q: 3 clusters Score -2646580 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -2646813.250000 Penalty: 4960.687500
	Iteration 13Q: 3 clusters Score -2646813 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -2647035.250000 Penalty: 4960.687500
	Iteration 14Q: 3 clusters Score -2647035 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -2647247.500000 Penalty: 4960.687500
	Iteration 15Q: 3 clusters Score -2647248 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -2647505.500000 Penalty: 4960.687500
	Iteration 16Q: 3 clusters Score -2647506 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -2647722.500000 Penalty: 4960.687500
	Iteration 17Q: 3 clusters Score -2647722 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -2647983.000000 Penalty: 4960.687500
	Iteration 18Q: 3 clusters Score -2647983 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2648181.750000 Penalty: 4960.687500
	Iteration 19Q: 3 clusters Score -2648182 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2648357.750000 Penalty: 4960.687500
	Iteration 20F: 3 clusters Score -2648358 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2648488.000000 Penalty: 4960.687500
	Iteration 21Q: 3 clusters Score -2648488 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2648560.250000 Penalty: 4960.687500
	Iteration 22Q: 3 clusters Score -2648560 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2648634.250000 Penalty: 4960.687500
	Iteration 23Q: 3 clusters Score -2648634 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2648672.250000 Penalty: 4960.687500
	Iteration 24Q: 3 clusters Score -2648672 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2648710.500000 Penalty: 4960.687500
	Iteration 25Q: 3 clusters Score -2648710 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2648737.250000 Penalty: 4960.687500
	Iteration 26Q: 3 clusters Score -2648737 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2648754.750000 Penalty: 4960.687500
	Iteration 27Q: 3 clusters Score -2648755 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2648775.250000 Penalty: 4960.687500
	Iteration 28Q: 3 clusters Score -2648775 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2648796.250000 Penalty: 4960.687500
	Iteration 29Q: 3 clusters Score -2648796 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2648817.500000 Penalty: 4960.687500
	Iteration 30Q: 3 clusters Score -2648818 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20848 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2648825.750000 Penalty: 4960.687500
	Iteration 31Q: 3 clusters Score -2648826 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2648836.500000 Penalty: 4960.687500
	Iteration 32Q: 3 clusters Score -2648836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2648846.000000 Penalty: 4960.687500
	Iteration 33Q: 3 clusters Score -2648846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2648860.500000 Penalty: 4960.687500
	Iteration 34Q: 3 clusters Score -2648860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20911 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2648866.750000 Penalty: 4960.687500
	Iteration 35Q: 3 clusters Score -2648867 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2648878.000000 Penalty: 4960.687500
	Iteration 36Q: 3 clusters Score -2648878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20950 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2648887.500000 Penalty: 4960.687500
	Iteration 37Q: 3 clusters Score -2648888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2648890.250000 Penalty: 4960.687500
	Iteration 38Q: 3 clusters Score -2648890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2648892.000000 Penalty: 4960.687500
	Iteration 39Q: 3 clusters Score -2648892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2648902.750000 Penalty: 4960.687500
	Iteration 40F: 3 clusters Score -2648903 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -2648913.250000 Penalty: 4960.687500
	Iteration 41Q: 3 clusters Score -2648913 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2648912.500000 Penalty: 4960.687500
	Iteration 42Q: 3 clusters Score -2648912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2648914.250000 Penalty: 4960.687500
	Iteration 43Q: 3 clusters Score -2648914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2648919.750000 Penalty: 4960.687500
	Iteration 44Q: 3 clusters Score -2648920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2648926.250000 Penalty: 4960.687500
	Iteration 45Q: 3 clusters Score -2648926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2648925.250000 Penalty: 4960.687500
	Iteration 46Q: 3 clusters Score -2648925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2648925.250000 Penalty: 4960.687500
	Iteration 47F: 3 clusters Score -2648925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Entering Unmasked Estep 
Score: -1557837.500000 Penalty: 2338.290771
	Iteration 0F: 2 clusters Score -1557838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1548596.625000 Penalty: 4676.581543
	Iteration 0F: 3 clusters Score -1548597 nChanged 5206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1551349.500000 Penalty: 4676.581543
	Iteration 1F: 3 clusters Score -1551350 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1551702.750000 Penalty: 4676.581543
	Iteration 2F: 3 clusters Score -1551703 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1552013.750000 Penalty: 4676.581543
	Iteration 3F: 3 clusters Score -1552014 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1552336.250000 Penalty: 4676.581543
	Iteration 4F: 3 clusters Score -1552336 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1552735.750000 Penalty: 4676.581543
	Iteration 5F: 3 clusters Score -1552736 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1553214.125000 Penalty: 4676.581543
	Iteration 6F: 3 clusters Score -1553214 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1553778.000000 Penalty: 4676.581543
	Iteration 7F: 3 clusters Score -1553778 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -1554417.000000 Penalty: 4676.581543
	Iteration 8F: 3 clusters Score -1554417 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -1554996.250000 Penalty: 4676.581543
	Iteration 9F: 3 clusters Score -1554996 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1555424.000000 Penalty: 4676.581543
	Iteration 10Q: 3 clusters Score -1555424 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1555672.250000 Penalty: 4676.581543
	Iteration 11Q: 3 clusters Score -1555672 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -1555828.875000 Penalty: 4676.581543
	Iteration 12Q: 3 clusters Score -1555829 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1555934.625000 Penalty: 4676.581543
	Iteration 13Q: 3 clusters Score -1555935 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -1555995.750000 Penalty: 4676.581543
	Iteration 14Q: 3 clusters Score -1555996 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -1556035.375000 Penalty: 4676.581543
	Iteration 15Q: 3 clusters Score -1556035 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1556061.625000 Penalty: 4676.581543
	Iteration 16Q: 3 clusters Score -1556062 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -1556084.750000 Penalty: 4676.581543
	Iteration 17Q: 3 clusters Score -1556085 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -1556102.500000 Penalty: 4676.581543
	Iteration 18Q: 3 clusters Score -1556102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1556109.250000 Penalty: 4676.581543
	Iteration 19Q: 3 clusters Score -1556109 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1556123.125000 Penalty: 4676.581543
	Iteration 20F: 3 clusters Score -1556123 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -1556129.500000 Penalty: 4676.581543
	Iteration 21Q: 3 clusters Score -1556130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -1556137.000000 Penalty: 4676.581543
	Iteration 22Q: 3 clusters Score -1556137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1556139.750000 Penalty: 4676.581543
	Iteration 23Q: 3 clusters Score -1556140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -1556146.500000 Penalty: 4676.581543
	Iteration 24Q: 3 clusters Score -1556146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1556148.625000 Penalty: 4676.581543
	Iteration 25Q: 3 clusters Score -1556149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -1556152.500000 Penalty: 4676.581543
	Iteration 26Q: 3 clusters Score -1556152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1556152.750000 Penalty: 4676.581543
	Iteration 27Q: 3 clusters Score -1556153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1556153.250000 Penalty: 4676.581543
	Iteration 28Q: 3 clusters Score -1556153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1556154.375000 Penalty: 4676.581543
	Iteration 29Q: 3 clusters Score -1556154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -1556154.000000 Penalty: 4676.581543
	Iteration 30Q: 3 clusters Score -1556154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1556154.750000 Penalty: 4676.581543
	Iteration 31Q: 3 clusters Score -1556155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1556154.250000 Penalty: 4676.581543
	Iteration 32Q: 3 clusters Score -1556154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -1556157.750000 Penalty: 4676.581543
	Iteration 33Q: 3 clusters Score -1556158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1556160.000000 Penalty: 4676.581543
	Iteration 34Q: 3 clusters Score -1556160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1556160.125000 Penalty: 4676.581543
	Iteration 35Q: 3 clusters Score -1556160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 11743 members 
Entering Unmasked Estep 
Score: -1556160.125000 Penalty: 4676.581543
	Iteration 36F: 3 clusters Score -1556160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -82052.640625 Penalty: 1625.021973
	Iteration 0F: 2 clusters Score -82052.64 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 336 members 
Entering Unmasked Estep 
Score: -80371.687500 Penalty: 3250.043945
	Iteration 0F: 3 clusters Score -80371.69 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -80613.359375 Penalty: 3250.043945
	Iteration 1F: 3 clusters Score -80613.36 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -80694.273438 Penalty: 3250.043945
	Iteration 2F: 3 clusters Score -80694.27 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -80758.773438 Penalty: 3250.043945
	Iteration 3Q: 3 clusters Score -80758.77 nChanged 23
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: -80812.859375 Penalty: 3250.043945
	Iteration 4Q: 3 clusters Score -80812.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -80838.750000 Penalty: 3250.043945
	Iteration 5Q: 3 clusters Score -80838.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -80862.640625 Penalty: 3250.043945
	Iteration 6Q: 3 clusters Score -80862.64 nChanged 11
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: -80883.507812 Penalty: 3250.043945
	Iteration 7Q: 3 clusters Score -80883.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -80903.140625 Penalty: 3250.043945
	Iteration 8Q: 3 clusters Score -80903.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -80917.898438 Penalty: 3250.043945
	Iteration 9Q: 3 clusters Score -80917.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -80949.984375 Penalty: 3250.043945
	Iteration 10Q: 3 clusters Score -80949.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -80959.914062 Penalty: 3250.043945
	Iteration 11Q: 3 clusters Score -80959.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -80974.890625 Penalty: 3250.043945
	Iteration 12Q: 3 clusters Score -80974.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -80988.250000 Penalty: 3250.043945
	Iteration 13Q: 3 clusters Score -80988.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -80999.390625 Penalty: 3250.043945
	Iteration 14Q: 3 clusters Score -80999.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -81018.765625 Penalty: 3250.043945
	Iteration 15Q: 3 clusters Score -81018.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -81032.851562 Penalty: 3250.043945
	Iteration 16Q: 3 clusters Score -81032.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -81042.562500 Penalty: 3250.043945
	Iteration 17Q: 3 clusters Score -81042.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -81043.843750 Penalty: 3250.043945
	Iteration 18Q: 3 clusters Score -81043.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -81043.843750 Penalty: 3250.043945
	Iteration 19F: 3 clusters Score -81043.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Entering Unmasked Estep 
Score: -120329.195312 Penalty: 1723.802002
	Iteration 0F: 2 clusters Score -120329.2 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 553 members 
Entering Unmasked Estep 
Score: -118379.031250 Penalty: 3447.604004
	Iteration 0F: 3 clusters Score -118379 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -118684.390625 Penalty: 3447.604004
	Iteration 1F: 3 clusters Score -118684.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -118784.203125 Penalty: 3447.604004
	Iteration 2F: 3 clusters Score -118784.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -118839.250000 Penalty: 3447.604004
	Iteration 3Q: 3 clusters Score -118839.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -118882.039062 Penalty: 3447.604004
	Iteration 4Q: 3 clusters Score -118882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -118905.585938 Penalty: 3447.604004
	Iteration 5Q: 3 clusters Score -118905.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -118920.906250 Penalty: 3447.604004
	Iteration 6Q: 3 clusters Score -118920.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -118935.093750 Penalty: 3447.604004
	Iteration 7Q: 3 clusters Score -118935.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -118942.507812 Penalty: 3447.604004
	Iteration 8Q: 3 clusters Score -118942.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -118949.476562 Penalty: 3447.604004
	Iteration 9Q: 3 clusters Score -118949.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -118951.734375 Penalty: 3447.604004
	Iteration 10Q: 3 clusters Score -118951.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -118953.937500 Penalty: 3447.604004
	Iteration 11Q: 3 clusters Score -118953.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -118954.585938 Penalty: 3447.604004
	Iteration 12Q: 3 clusters Score -118954.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -118956.031250 Penalty: 3447.604004
	Iteration 13Q: 3 clusters Score -118956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -118956.031250 Penalty: 3447.604004
	Iteration 14F: 3 clusters Score -118956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Entering Unmasked Estep 
Score: -731178.375000 Penalty: 2148.429932
	Iteration 0F: 2 clusters Score -731178.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -726164.125000 Penalty: 4296.859863
	Iteration 0F: 3 clusters Score -726164.1 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -727437.187500 Penalty: 4296.859863
	Iteration 1F: 3 clusters Score -727437.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -727661.875000 Penalty: 4296.859863
	Iteration 2F: 3 clusters Score -727661.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -727807.125000 Penalty: 4296.859863
	Iteration 3Q: 3 clusters Score -727807.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -727924.312500 Penalty: 4296.859863
	Iteration 4Q: 3 clusters Score -727924.3 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -728028.500000 Penalty: 4296.859863
	Iteration 5Q: 3 clusters Score -728028.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -728118.375000 Penalty: 4296.859863
	Iteration 6Q: 3 clusters Score -728118.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -728199.062500 Penalty: 4296.859863
	Iteration 7Q: 3 clusters Score -728199.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -728276.187500 Penalty: 4296.859863
	Iteration 8Q: 3 clusters Score -728276.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -728345.750000 Penalty: 4296.859863
	Iteration 9Q: 3 clusters Score -728345.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -728418.625000 Penalty: 4296.859863
	Iteration 10Q: 3 clusters Score -728418.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -728510.437500 Penalty: 4296.859863
	Iteration 11Q: 3 clusters Score -728510.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -728622.625000 Penalty: 4296.859863
	Iteration 12Q: 3 clusters Score -728622.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -728712.500000 Penalty: 4296.859863
	Iteration 13Q: 3 clusters Score -728712.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -728776.750000 Penalty: 4296.859863
	Iteration 14Q: 3 clusters Score -728776.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -728830.625000 Penalty: 4296.859863
	Iteration 15Q: 3 clusters Score -728830.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -728878.750000 Penalty: 4296.859863
	Iteration 16Q: 3 clusters Score -728878.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -728922.812500 Penalty: 4296.859863
	Iteration 17Q: 3 clusters Score -728922.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -728963.937500 Penalty: 4296.859863
	Iteration 18Q: 3 clusters Score -728963.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -728998.250000 Penalty: 4296.859863
	Iteration 19Q: 3 clusters Score -728998.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -729028.937500 Penalty: 4296.859863
	Iteration 20F: 3 clusters Score -729028.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -729062.250000 Penalty: 4296.859863
	Iteration 21Q: 3 clusters Score -729062.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -729097.687500 Penalty: 4296.859863
	Iteration 22Q: 3 clusters Score -729097.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -729128.312500 Penalty: 4296.859863
	Iteration 23Q: 3 clusters Score -729128.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -729154.500000 Penalty: 4296.859863
	Iteration 24Q: 3 clusters Score -729154.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -729175.375000 Penalty: 4296.859863
	Iteration 25Q: 3 clusters Score -729175.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -729183.250000 Penalty: 4296.859863
	Iteration 26Q: 3 clusters Score -729183.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -729193.375000 Penalty: 4296.859863
	Iteration 27Q: 3 clusters Score -729193.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -729202.937500 Penalty: 4296.859863
	Iteration 28Q: 3 clusters Score -729202.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -729207.000000 Penalty: 4296.859863
	Iteration 29Q: 3 clusters Score -729207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -729216.375000 Penalty: 4296.859863
	Iteration 30Q: 3 clusters Score -729216.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -729219.687500 Penalty: 4296.859863
	Iteration 31Q: 3 clusters Score -729219.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -729224.687500 Penalty: 4296.859863
	Iteration 32Q: 3 clusters Score -729224.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -729226.937500 Penalty: 4296.859863
	Iteration 33Q: 3 clusters Score -729226.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -729226.937500 Penalty: 4296.859863
	Iteration 34F: 3 clusters Score -729226.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Entering Unmasked Estep 
Score: -1957039.000000 Penalty: 2394.208008
	Iteration 0F: 2 clusters Score -1957039 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1945789.125000 Penalty: 4788.416016
	Iteration 0F: 3 clusters Score -1945789 nChanged 6739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1949348.375000 Penalty: 4788.416016
	Iteration 1F: 3 clusters Score -1949348 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1949760.000000 Penalty: 4788.416016
	Iteration 2F: 3 clusters Score -1949760 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1950126.500000 Penalty: 4788.416016
	Iteration 3F: 3 clusters Score -1950126 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1950530.250000 Penalty: 4788.416016
	Iteration 4Q: 3 clusters Score -1950530 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -1951041.375000 Penalty: 4788.416016
	Iteration 5F: 3 clusters Score -1951041 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1951707.500000 Penalty: 4788.416016
	Iteration 6F: 3 clusters Score -1951708 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1952499.875000 Penalty: 4788.416016
	Iteration 7F: 3 clusters Score -1952500 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -1953345.125000 Penalty: 4788.416016
	Iteration 8F: 3 clusters Score -1953345 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -1954062.125000 Penalty: 4788.416016
	Iteration 9F: 3 clusters Score -1954062 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1954530.500000 Penalty: 4788.416016
	Iteration 10Q: 3 clusters Score -1954530 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -1954811.375000 Penalty: 4788.416016
	Iteration 11Q: 3 clusters Score -1954811 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -1954971.000000 Penalty: 4788.416016
	Iteration 12Q: 3 clusters Score -1954971 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -1955067.250000 Penalty: 4788.416016
	Iteration 13Q: 3 clusters Score -1955067 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1955131.375000 Penalty: 4788.416016
	Iteration 14Q: 3 clusters Score -1955131 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -1955163.000000 Penalty: 4788.416016
	Iteration 15Q: 3 clusters Score -1955163 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -1955191.250000 Penalty: 4788.416016
	Iteration 16Q: 3 clusters Score -1955191 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1955207.625000 Penalty: 4788.416016
	Iteration 17Q: 3 clusters Score -1955208 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -1955222.875000 Penalty: 4788.416016
	Iteration 18Q: 3 clusters Score -1955223 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -1955230.750000 Penalty: 4788.416016
	Iteration 19Q: 3 clusters Score -1955231 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -1955243.625000 Penalty: 4788.416016
	Iteration 20F: 3 clusters Score -1955244 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -1955252.500000 Penalty: 4788.416016
	Iteration 21Q: 3 clusters Score -1955252 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 13942 members 
Entering Unmasked Estep 
Score: -1955265.500000 Penalty: 4788.416016
	Iteration 22Q: 3 clusters Score -1955266 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1955275.250000 Penalty: 4788.416016
	Iteration 23Q: 3 clusters Score -1955275 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -1955285.750000 Penalty: 4788.416016
	Iteration 24Q: 3 clusters Score -1955286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -1955282.250000 Penalty: 4788.416016
	Iteration 25Q: 3 clusters Score -1955282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -1955284.250000 Penalty: 4788.416016
	Iteration 26Q: 3 clusters Score -1955284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -1955282.500000 Penalty: 4788.416016
	Iteration 27Q: 3 clusters Score -1955282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -1955284.625000 Penalty: 4788.416016
	Iteration 28Q: 3 clusters Score -1955285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -1955290.000000 Penalty: 4788.416016
	Iteration 29Q: 3 clusters Score -1955290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -1955289.500000 Penalty: 4788.416016
	Iteration 30Q: 3 clusters Score -1955290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -1955291.875000 Penalty: 4788.416016
	Iteration 31Q: 3 clusters Score -1955292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -1955293.750000 Penalty: 4788.416016
	Iteration 32Q: 3 clusters Score -1955294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -1955293.750000 Penalty: 4788.416016
	Iteration 33Q: 3 clusters Score -1955294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -1955296.375000 Penalty: 4788.416016
	Iteration 34Q: 3 clusters Score -1955296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -1955295.500000 Penalty: 4788.416016
	Iteration 35Q: 3 clusters Score -1955296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -1955294.625000 Penalty: 4788.416016
	Iteration 36Q: 3 clusters Score -1955295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -1955294.625000 Penalty: 4788.416016
	Iteration 37F: 3 clusters Score -1955295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44085 members 
Entering Unmasked Estep 
Score: -5565337.500000 Penalty: 2652.081055
	Iteration 0F: 2 clusters Score -5565338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -5535736.500000 Penalty: 5304.162109
	Iteration 0F: 3 clusters Score -5535736 nChanged 20211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22916 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -5546826.000000 Penalty: 5304.162109
	Iteration 1F: 3 clusters Score -5546826 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -5547404.500000 Penalty: 5304.162109
	Iteration 2Q: 3 clusters Score -5547404 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -5547951.000000 Penalty: 5304.162109
	Iteration 3Q: 3 clusters Score -5547951 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25030 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -5548646.000000 Penalty: 5304.162109
	Iteration 4Q: 3 clusters Score -5548646 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -5549506.500000 Penalty: 5304.162109
	Iteration 5Q: 3 clusters Score -5549506 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28211 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -5550639.000000 Penalty: 5304.162109
	Iteration 6F: 3 clusters Score -5550639 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -5552141.500000 Penalty: 5304.162109
	Iteration 7F: 3 clusters Score -5552142 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33249 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -5554215.500000 Penalty: 5304.162109
	Iteration 8F: 3 clusters Score -5554216 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -5556540.000000 Penalty: 5304.162109
	Iteration 9F: 3 clusters Score -5556540 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -5558793.500000 Penalty: 5304.162109
	Iteration 10F: 3 clusters Score -5558794 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -5560537.000000 Penalty: 5304.162109
	Iteration 11Q: 3 clusters Score -5560537 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42067 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -5561587.000000 Penalty: 5304.162109
	Iteration 12Q: 3 clusters Score -5561587 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42792 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -5562169.500000 Penalty: 5304.162109
	Iteration 13Q: 3 clusters Score -5562170 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43178 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -5562496.500000 Penalty: 5304.162109
	Iteration 14Q: 3 clusters Score -5562496 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43400 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -5562688.000000 Penalty: 5304.162109
	Iteration 15Q: 3 clusters Score -5562688 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43527 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5562833.500000 Penalty: 5304.162109
	Iteration 16Q: 3 clusters Score -5562834 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43599 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -5562881.500000 Penalty: 5304.162109
	Iteration 17Q: 3 clusters Score -5562882 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43632 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5562929.000000 Penalty: 5304.162109
	Iteration 18Q: 3 clusters Score -5562929 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43653 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -5562942.000000 Penalty: 5304.162109
	Iteration 19Q: 3 clusters Score -5562942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43665 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -5562961.000000 Penalty: 5304.162109
	Iteration 20F: 3 clusters Score -5562961 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43677 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -5562977.500000 Penalty: 5304.162109
	Iteration 21Q: 3 clusters Score -5562978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43689 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -5562988.000000 Penalty: 5304.162109
	Iteration 22Q: 3 clusters Score -5562988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43699 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5563001.000000 Penalty: 5304.162109
	Iteration 23Q: 3 clusters Score -5563001 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43706 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5563019.500000 Penalty: 5304.162109
	Iteration 24Q: 3 clusters Score -5563020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43713 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5563032.500000 Penalty: 5304.162109
	Iteration 25Q: 3 clusters Score -5563032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43719 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -5563035.000000 Penalty: 5304.162109
	Iteration 26Q: 3 clusters Score -5563035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43723 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -5563039.500000 Penalty: 5304.162109
	Iteration 27Q: 3 clusters Score -5563040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43724 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5563046.000000 Penalty: 5304.162109
	Iteration 28Q: 3 clusters Score -5563046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43727 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5563047.500000 Penalty: 5304.162109
	Iteration 29Q: 3 clusters Score -5563048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43735 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -5563065.500000 Penalty: 5304.162109
	Iteration 30Q: 3 clusters Score -5563066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43739 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -5563076.500000 Penalty: 5304.162109
	Iteration 31Q: 3 clusters Score -5563076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5563083.500000 Penalty: 5304.162109
	Iteration 32Q: 3 clusters Score -5563084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43748 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5563090.500000 Penalty: 5304.162109
	Iteration 33Q: 3 clusters Score -5563090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43750 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -5563092.500000 Penalty: 5304.162109
	Iteration 34Q: 3 clusters Score -5563092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43751 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -5563095.500000 Penalty: 5304.162109
	Iteration 35Q: 3 clusters Score -5563096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43751 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -5563095.500000 Penalty: 5304.162109
	Iteration 36F: 3 clusters Score -5563096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (260401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260401 members 
Entering Unmasked Estep 
Score: -32303948.000000 Penalty: 3092.554688
	Iteration 0F: 2 clusters Score -3.230395e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130474 members 
Mstep: Class 2 contains 129927 members 
Entering Unmasked Estep 
Score: -32140726.000000 Penalty: 6185.109375
	Iteration 0F: 3 clusters Score -3.214073e+07 nChanged 125950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132486 members 
Mstep: Class 2 contains 127915 members 
Entering Unmasked Estep 
Score: -32214848.000000 Penalty: 6185.109375
	Iteration 1F: 3 clusters Score -3.221485e+07 nChanged 6226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134096 members 
Mstep: Class 2 contains 126305 members 
Entering Unmasked Estep 
Score: -32216038.000000 Penalty: 6185.109375
	Iteration 2Q: 3 clusters Score -3.221604e+07 nChanged 6654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136640 members 
Mstep: Class 2 contains 123761 members 
Entering Unmasked Estep 
Score: -32217394.000000 Penalty: 6185.109375
	Iteration 3Q: 3 clusters Score -3.221739e+07 nChanged 7456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140612 members 
Mstep: Class 2 contains 119789 members 
Entering Unmasked Estep 
Score: -32219480.000000 Penalty: 6185.109375
	Iteration 4Q: 3 clusters Score -3.221948e+07 nChanged 8956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146970 members 
Mstep: Class 2 contains 113431 members 
Entering Unmasked Estep 
Score: -32222316.000000 Penalty: 6185.109375
	Iteration 5Q: 3 clusters Score -3.222232e+07 nChanged 11600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156754 members 
Mstep: Class 2 contains 103647 members 
Entering Unmasked Estep 
Score: -32227918.000000 Penalty: 6185.109375
	Iteration 6Q: 3 clusters Score -3.222792e+07 nChanged 15087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170633 members 
Mstep: Class 2 contains 89768 members 
Entering Unmasked Estep 
Score: -32236588.000000 Penalty: 6185.109375
	Iteration 7F: 3 clusters Score -3.223659e+07 nChanged 18739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188658 members 
Mstep: Class 2 contains 71743 members 
Entering Unmasked Estep 
Score: -32250122.000000 Penalty: 6185.109375
	Iteration 8F: 3 clusters Score -3.225012e+07 nChanged 20197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208381 members 
Mstep: Class 2 contains 52020 members 
Entering Unmasked Estep 
Score: -32265556.000000 Penalty: 6185.109375
	Iteration 9F: 3 clusters Score -3.226556e+07 nChanged 17583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225730 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -32278584.000000 Penalty: 6185.109375
	Iteration 10F: 3 clusters Score -3.227858e+07 nChanged 12914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238514 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -32287734.000000 Penalty: 6185.109375
	Iteration 11Q: 3 clusters Score -3.228773e+07 nChanged 8436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246870 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -32293592.000000 Penalty: 6185.109375
	Iteration 12Q: 3 clusters Score -3.229359e+07 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252135 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -32296848.000000 Penalty: 6185.109375
	Iteration 13Q: 3 clusters Score -3.229685e+07 nChanged 3245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255366 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -32298974.000000 Penalty: 6185.109375
	Iteration 14Q: 3 clusters Score -3.229897e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257247 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -32300156.000000 Penalty: 6185.109375
	Iteration 15Q: 3 clusters Score -3.230016e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258247 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -32300740.000000 Penalty: 6185.109375
	Iteration 16Q: 3 clusters Score -3.230074e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258804 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -32301044.000000 Penalty: 6185.109375
	Iteration 17Q: 3 clusters Score -3.230104e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259107 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -32301178.000000 Penalty: 6185.109375
	Iteration 18Q: 3 clusters Score -3.230118e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259306 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -32301276.000000 Penalty: 6185.109375
	Iteration 19Q: 3 clusters Score -3.230128e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259449 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -32301364.000000 Penalty: 6185.109375
	Iteration 20F: 3 clusters Score -3.230136e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259543 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -32301438.000000 Penalty: 6185.109375
	Iteration 21Q: 3 clusters Score -3.230144e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259606 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -32301466.000000 Penalty: 6185.109375
	Iteration 22Q: 3 clusters Score -3.230147e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259651 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -32301446.000000 Penalty: 6185.109375
	Iteration 23Q: 3 clusters Score -3.230145e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259681 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -32301432.000000 Penalty: 6185.109375
	Iteration 24Q: 3 clusters Score -3.230143e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259699 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -32301418.000000 Penalty: 6185.109375
	Iteration 25Q: 3 clusters Score -3.230142e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259717 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -32301454.000000 Penalty: 6185.109375
	Iteration 26Q: 3 clusters Score -3.230145e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259726 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -32301458.000000 Penalty: 6185.109375
	Iteration 27Q: 3 clusters Score -3.230146e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259732 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -32301462.000000 Penalty: 6185.109375
	Iteration 28Q: 3 clusters Score -3.230146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259736 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -32301482.000000 Penalty: 6185.109375
	Iteration 29Q: 3 clusters Score -3.230148e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259741 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -32301480.000000 Penalty: 6185.109375
	Iteration 30Q: 3 clusters Score -3.230148e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259748 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -32301500.000000 Penalty: 6185.109375
	Iteration 31Q: 3 clusters Score -3.23015e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259751 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -32301502.000000 Penalty: 6185.109375
	Iteration 32Q: 3 clusters Score -3.23015e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259753 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -32301504.000000 Penalty: 6185.109375
	Iteration 33Q: 3 clusters Score -3.23015e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259753 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -32301528.000000 Penalty: 6185.109375
	Iteration 34Q: 3 clusters Score -3.230153e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259755 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -32301520.000000 Penalty: 6185.109375
	Iteration 35Q: 3 clusters Score -3.230152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259756 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -32301516.000000 Penalty: 6185.109375
	Iteration 36Q: 3 clusters Score -3.230152e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259758 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -32301528.000000 Penalty: 6185.109375
	Iteration 37Q: 3 clusters Score -3.230153e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259759 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -32301514.000000 Penalty: 6185.109375
	Iteration 38Q: 3 clusters Score -3.230151e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259764 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -32301518.000000 Penalty: 6185.109375
	Iteration 39Q: 3 clusters Score -3.230152e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259771 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -32301522.000000 Penalty: 6185.109375
	Iteration 40F: 3 clusters Score -3.230152e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259775 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -32301548.000000 Penalty: 6185.109375
	Iteration 41Q: 3 clusters Score -3.230155e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259778 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -32301542.000000 Penalty: 6185.109375
	Iteration 42Q: 3 clusters Score -3.230154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259780 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -32301538.000000 Penalty: 6185.109375
	Iteration 43Q: 3 clusters Score -3.230154e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259783 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -32301532.000000 Penalty: 6185.109375
	Iteration 44Q: 3 clusters Score -3.230153e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259783 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -32301542.000000 Penalty: 6185.109375
	Iteration 45Q: 3 clusters Score -3.230154e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259780 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -32301552.000000 Penalty: 6185.109375
	Iteration 46Q: 3 clusters Score -3.230155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259780 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -32301550.000000 Penalty: 6185.109375
	Iteration 47Q: 3 clusters Score -3.230155e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259778 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -32301548.000000 Penalty: 6185.109375
	Iteration 48Q: 3 clusters Score -3.230155e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259778 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -32301548.000000 Penalty: 6185.109375
	Iteration 49F: 3 clusters Score -3.230155e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (93843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93843 members 
Entering Unmasked Estep 
Score: -11795659.000000 Penalty: 2839.445801
	Iteration 0F: 2 clusters Score -1.179566e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47163 members 
Mstep: Class 2 contains 46680 members 
Entering Unmasked Estep 
Score: -11733203.000000 Penalty: 5678.891602
	Iteration 0F: 3 clusters Score -1.17332e+07 nChanged 44200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49145 members 
Mstep: Class 2 contains 44698 members 
Entering Unmasked Estep 
Score: -11758305.000000 Penalty: 5678.891602
	Iteration 1F: 3 clusters Score -1.17583e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50471 members 
Mstep: Class 2 contains 43372 members 
Entering Unmasked Estep 
Score: -11759058.000000 Penalty: 5678.891602
	Iteration 2Q: 3 clusters Score -1.175906e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52465 members 
Mstep: Class 2 contains 41378 members 
Entering Unmasked Estep 
Score: -11760069.000000 Penalty: 5678.891602
	Iteration 3Q: 3 clusters Score -1.176007e+07 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55363 members 
Mstep: Class 2 contains 38480 members 
Entering Unmasked Estep 
Score: -11761538.000000 Penalty: 5678.891602
	Iteration 4Q: 3 clusters Score -1.176154e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59569 members 
Mstep: Class 2 contains 34274 members 
Entering Unmasked Estep 
Score: -11763968.000000 Penalty: 5678.891602
	Iteration 5Q: 3 clusters Score -1.176397e+07 nChanged 5867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65272 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -11767943.000000 Penalty: 5678.891602
	Iteration 6F: 3 clusters Score -1.176794e+07 nChanged 7177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72405 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -11773789.000000 Penalty: 5678.891602
	Iteration 7F: 3 clusters Score -1.177379e+07 nChanged 7451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79848 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -11780510.000000 Penalty: 5678.891602
	Iteration 8F: 3 clusters Score -1.178051e+07 nChanged 6253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86097 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -11786392.000000 Penalty: 5678.891602
	Iteration 9F: 3 clusters Score -1.178639e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90105 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -11789996.000000 Penalty: 5678.891602
	Iteration 10Q: 3 clusters Score -1.179e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92099 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -11791763.000000 Penalty: 5678.891602
	Iteration 11Q: 3 clusters Score -1.179176e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92948 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -11792537.000000 Penalty: 5678.891602
	Iteration 12Q: 3 clusters Score -1.179254e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93306 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -11792898.000000 Penalty: 5678.891602
	Iteration 13Q: 3 clusters Score -1.17929e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93423 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -11793057.000000 Penalty: 5678.891602
	Iteration 14Q: 3 clusters Score -1.179306e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93488 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -11793135.000000 Penalty: 5678.891602
	Iteration 15Q: 3 clusters Score -1.179314e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93508 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -11793173.000000 Penalty: 5678.891602
	Iteration 16Q: 3 clusters Score -1.179317e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93519 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -11793188.000000 Penalty: 5678.891602
	Iteration 17Q: 3 clusters Score -1.179319e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93527 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -11793196.000000 Penalty: 5678.891602
	Iteration 18Q: 3 clusters Score -1.17932e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93532 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -11793219.000000 Penalty: 5678.891602
	Iteration 19Q: 3 clusters Score -1.179322e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93538 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -11793223.000000 Penalty: 5678.891602
	Iteration 20F: 3 clusters Score -1.179322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93542 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -11793229.000000 Penalty: 5678.891602
	Iteration 21Q: 3 clusters Score -1.179323e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93547 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -11793230.000000 Penalty: 5678.891602
	Iteration 22Q: 3 clusters Score -1.179323e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93552 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -11793240.000000 Penalty: 5678.891602
	Iteration 23Q: 3 clusters Score -1.179324e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93554 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -11793247.000000 Penalty: 5678.891602
	Iteration 24Q: 3 clusters Score -1.179325e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93555 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -11793245.000000 Penalty: 5678.891602
	Iteration 25Q: 3 clusters Score -1.179324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93556 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -11793246.000000 Penalty: 5678.891602
	Iteration 26Q: 3 clusters Score -1.179325e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93557 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -11793242.000000 Penalty: 5678.891602
	Iteration 27Q: 3 clusters Score -1.179324e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93557 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -11793242.000000 Penalty: 5678.891602
	Iteration 28F: 3 clusters Score -1.179324e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (183045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183045 members 
Entering Unmasked Estep 
Score: -22776402.000000 Penalty: 3005.136719
	Iteration 0F: 2 clusters Score -2.27764e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91543 members 
Mstep: Class 2 contains 91502 members 
Entering Unmasked Estep 
Score: -22656398.000000 Penalty: 6010.273438
	Iteration 0F: 3 clusters Score -2.26564e+07 nChanged 87837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90520 members 
Mstep: Class 2 contains 92525 members 
Entering Unmasked Estep 
Score: -22707984.000000 Penalty: 6010.273438
	Iteration 1F: 3 clusters Score -2.270798e+07 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90046 members 
Mstep: Class 2 contains 92999 members 
Entering Unmasked Estep 
Score: -22709628.000000 Penalty: 6010.273438
	Iteration 2Q: 3 clusters Score -2.270963e+07 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89331 members 
Mstep: Class 2 contains 93714 members 
Entering Unmasked Estep 
Score: -22711892.000000 Penalty: 6010.273438
	Iteration 3Q: 3 clusters Score -2.271189e+07 nChanged 8049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88100 members 
Mstep: Class 2 contains 94945 members 
Entering Unmasked Estep 
Score: -22715394.000000 Penalty: 6010.273438
	Iteration 4Q: 3 clusters Score -2.271539e+07 nChanged 9602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86088 members 
Mstep: Class 2 contains 96957 members 
Entering Unmasked Estep 
Score: -22720696.000000 Penalty: 6010.273438
	Iteration 5F: 3 clusters Score -2.27207e+07 nChanged 11272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83276 members 
Mstep: Class 2 contains 99769 members 
Entering Unmasked Estep 
Score: -22728494.000000 Penalty: 6010.273438
	Iteration 6F: 3 clusters Score -2.272849e+07 nChanged 12505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79943 members 
Mstep: Class 2 contains 103102 members 
Entering Unmasked Estep 
Score: -22737860.000000 Penalty: 6010.273438
	Iteration 7F: 3 clusters Score -2.273786e+07 nChanged 12201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76986 members 
Mstep: Class 2 contains 106059 members 
Entering Unmasked Estep 
Score: -22746762.000000 Penalty: 6010.273438
	Iteration 8F: 3 clusters Score -2.274676e+07 nChanged 9855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74705 members 
Mstep: Class 2 contains 108340 members 
Entering Unmasked Estep 
Score: -22751802.000000 Penalty: 6010.273438
	Iteration 9F: 3 clusters Score -2.27518e+07 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72886 members 
Mstep: Class 2 contains 110159 members 
Entering Unmasked Estep 
Score: -22753894.000000 Penalty: 6010.273438
	Iteration 10Q: 3 clusters Score -2.275389e+07 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71127 members 
Mstep: Class 2 contains 111918 members 
Entering Unmasked Estep 
Score: -22754738.000000 Penalty: 6010.273438
	Iteration 11Q: 3 clusters Score -2.275474e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69312 members 
Mstep: Class 2 contains 113733 members 
Entering Unmasked Estep 
Score: -22755416.000000 Penalty: 6010.273438
	Iteration 12Q: 3 clusters Score -2.275542e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67357 members 
Mstep: Class 2 contains 115688 members 
Entering Unmasked Estep 
Score: -22756202.000000 Penalty: 6010.273438
	Iteration 13Q: 3 clusters Score -2.27562e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65290 members 
Mstep: Class 2 contains 117755 members 
Entering Unmasked Estep 
Score: -22756804.000000 Penalty: 6010.273438
	Iteration 14Q: 3 clusters Score -2.27568e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63134 members 
Mstep: Class 2 contains 119911 members 
Entering Unmasked Estep 
Score: -22757690.000000 Penalty: 6010.273438
	Iteration 15Q: 3 clusters Score -2.275769e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60926 members 
Mstep: Class 2 contains 122119 members 
Entering Unmasked Estep 
Score: -22758432.000000 Penalty: 6010.273438
	Iteration 16Q: 3 clusters Score -2.275843e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58645 members 
Mstep: Class 2 contains 124400 members 
Entering Unmasked Estep 
Score: -22759194.000000 Penalty: 6010.273438
	Iteration 17Q: 3 clusters Score -2.275919e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56338 members 
Mstep: Class 2 contains 126707 members 
Entering Unmasked Estep 
Score: -22760014.000000 Penalty: 6010.273438
	Iteration 18Q: 3 clusters Score -2.276001e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53965 members 
Mstep: Class 2 contains 129080 members 
Entering Unmasked Estep 
Score: -22760814.000000 Penalty: 6010.273438
	Iteration 19Q: 3 clusters Score -2.276081e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51473 members 
Mstep: Class 2 contains 131572 members 
Entering Unmasked Estep 
Score: -22761834.000000 Penalty: 6010.273438
	Iteration 20F: 3 clusters Score -2.276183e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49028 members 
Mstep: Class 2 contains 134017 members 
Entering Unmasked Estep 
Score: -22762956.000000 Penalty: 6010.273438
	Iteration 21Q: 3 clusters Score -2.276296e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46596 members 
Mstep: Class 2 contains 136449 members 
Entering Unmasked Estep 
Score: -22764018.000000 Penalty: 6010.273438
	Iteration 22Q: 3 clusters Score -2.276402e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44128 members 
Mstep: Class 2 contains 138917 members 
Entering Unmasked Estep 
Score: -22765182.000000 Penalty: 6010.273438
	Iteration 23Q: 3 clusters Score -2.276518e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41721 members 
Mstep: Class 2 contains 141324 members 
Entering Unmasked Estep 
Score: -22766280.000000 Penalty: 6010.273438
	Iteration 24Q: 3 clusters Score -2.276628e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39525 members 
Mstep: Class 2 contains 143520 members 
Entering Unmasked Estep 
Score: -22767002.000000 Penalty: 6010.273438
	Iteration 25Q: 3 clusters Score -2.2767e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37553 members 
Mstep: Class 2 contains 145492 members 
Entering Unmasked Estep 
Score: -22767588.000000 Penalty: 6010.273438
	Iteration 26Q: 3 clusters Score -2.276759e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 147384 members 
Entering Unmasked Estep 
Score: -22768202.000000 Penalty: 6010.273438
	Iteration 27Q: 3 clusters Score -2.27682e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 149210 members 
Entering Unmasked Estep 
Score: -22768728.000000 Penalty: 6010.273438
	Iteration 28Q: 3 clusters Score -2.276873e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32008 members 
Mstep: Class 2 contains 151037 members 
Entering Unmasked Estep 
Score: -22769316.000000 Penalty: 6010.273438
	Iteration 29Q: 3 clusters Score -2.276932e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 152790 members 
Entering Unmasked Estep 
Score: -22769896.000000 Penalty: 6010.273438
	Iteration 30Q: 3 clusters Score -2.27699e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 154509 members 
Entering Unmasked Estep 
Score: -22770290.000000 Penalty: 6010.273438
	Iteration 31Q: 3 clusters Score -2.277029e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 156226 members 
Entering Unmasked Estep 
Score: -22770796.000000 Penalty: 6010.273438
	Iteration 32Q: 3 clusters Score -2.27708e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 157833 members 
Entering Unmasked Estep 
Score: -22770988.000000 Penalty: 6010.273438
	Iteration 33Q: 3 clusters Score -2.277099e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 159435 members 
Entering Unmasked Estep 
Score: -22771388.000000 Penalty: 6010.273438
	Iteration 34Q: 3 clusters Score -2.277139e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 161001 members 
Entering Unmasked Estep 
Score: -22771734.000000 Penalty: 6010.273438
	Iteration 35Q: 3 clusters Score -2.277173e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 162437 members 
Entering Unmasked Estep 
Score: -22771948.000000 Penalty: 6010.273438
	Iteration 36Q: 3 clusters Score -2.277195e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 163831 members 
Entering Unmasked Estep 
Score: -22772220.000000 Penalty: 6010.273438
	Iteration 37Q: 3 clusters Score -2.277222e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 165182 members 
Entering Unmasked Estep 
Score: -22772480.000000 Penalty: 6010.273438
	Iteration 38Q: 3 clusters Score -2.277248e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 166476 members 
Entering Unmasked Estep 
Score: -22772836.000000 Penalty: 6010.273438
	Iteration 39Q: 3 clusters Score -2.277284e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 167742 members 
Entering Unmasked Estep 
Score: -22772998.000000 Penalty: 6010.273438
	Iteration 40F: 3 clusters Score -2.2773e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 168911 members 
Entering Unmasked Estep 
Score: -22773202.000000 Penalty: 6010.273438
	Iteration 41Q: 3 clusters Score -2.27732e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 170000 members 
Entering Unmasked Estep 
Score: -22773316.000000 Penalty: 6010.273438
	Iteration 42Q: 3 clusters Score -2.277332e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 170986 members 
Entering Unmasked Estep 
Score: -22773482.000000 Penalty: 6010.273438
	Iteration 43Q: 3 clusters Score -2.277348e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 171919 members 
Entering Unmasked Estep 
Score: -22773616.000000 Penalty: 6010.273438
	Iteration 44Q: 3 clusters Score -2.277362e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 172719 members 
Entering Unmasked Estep 
Score: -22773828.000000 Penalty: 6010.273438
	Iteration 45Q: 3 clusters Score -2.277383e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 173493 members 
Entering Unmasked Estep 
Score: -22773896.000000 Penalty: 6010.273438
	Iteration 46Q: 3 clusters Score -2.27739e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 174223 members 
Entering Unmasked Estep 
Score: -22773996.000000 Penalty: 6010.273438
	Iteration 47Q: 3 clusters Score -2.2774e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 174902 members 
Entering Unmasked Estep 
Score: -22774026.000000 Penalty: 6010.273438
	Iteration 48Q: 3 clusters Score -2.277403e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 175531 members 
Entering Unmasked Estep 
Score: -22774110.000000 Penalty: 6010.273438
	Iteration 49Q: 3 clusters Score -2.277411e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 176117 members 
Entering Unmasked Estep 
Score: -22774198.000000 Penalty: 6010.273438
	Iteration 50Q: 3 clusters Score -2.27742e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 176640 members 
Entering Unmasked Estep 
Score: -22774212.000000 Penalty: 6010.273438
	Iteration 51Q: 3 clusters Score -2.277421e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 177086 members 
Entering Unmasked Estep 
Score: -22774310.000000 Penalty: 6010.273438
	Iteration 52Q: 3 clusters Score -2.277431e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 177476 members 
Entering Unmasked Estep 
Score: -22774348.000000 Penalty: 6010.273438
	Iteration 53Q: 3 clusters Score -2.277435e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 177813 members 
Entering Unmasked Estep 
Score: -22774380.000000 Penalty: 6010.273438
	Iteration 54Q: 3 clusters Score -2.277438e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 178080 members 
Entering Unmasked Estep 
Score: -22774474.000000 Penalty: 6010.273438
	Iteration 55Q: 3 clusters Score -2.277447e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 178328 members 
Entering Unmasked Estep 
Score: -22774466.000000 Penalty: 6010.273438
	Iteration 56Q: 3 clusters Score -2.277447e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 178541 members 
Entering Unmasked Estep 
Score: -22774456.000000 Penalty: 6010.273438
	Iteration 57Q: 3 clusters Score -2.277446e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 178749 members 
Entering Unmasked Estep 
Score: -22774452.000000 Penalty: 6010.273438
	Iteration 58Q: 3 clusters Score -2.277445e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 178946 members 
Entering Unmasked Estep 
Score: -22774450.000000 Penalty: 6010.273438
	Iteration 59Q: 3 clusters Score -2.277445e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 179116 members 
Entering Unmasked Estep 
Score: -22774462.000000 Penalty: 6010.273438
	Iteration 60F: 3 clusters Score -2.277446e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 179249 members 
Entering Unmasked Estep 
Score: -22774422.000000 Penalty: 6010.273438
	Iteration 61Q: 3 clusters Score -2.277442e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 179370 members 
Entering Unmasked Estep 
Score: -22774384.000000 Penalty: 6010.273438
	Iteration 62Q: 3 clusters Score -2.277438e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 179482 members 
Entering Unmasked Estep 
Score: -22774354.000000 Penalty: 6010.273438
	Iteration 63Q: 3 clusters Score -2.277435e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 179572 members 
Entering Unmasked Estep 
Score: -22774366.000000 Penalty: 6010.273438
	Iteration 64Q: 3 clusters Score -2.277437e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 179671 members 
Entering Unmasked Estep 
Score: -22774408.000000 Penalty: 6010.273438
	Iteration 65Q: 3 clusters Score -2.277441e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 179764 members 
Entering Unmasked Estep 
Score: -22774400.000000 Penalty: 6010.273438
	Iteration 66Q: 3 clusters Score -2.27744e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 179854 members 
Entering Unmasked Estep 
Score: -22774416.000000 Penalty: 6010.273438
	Iteration 67Q: 3 clusters Score -2.277442e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 179959 members 
Entering Unmasked Estep 
Score: -22774382.000000 Penalty: 6010.273438
	Iteration 68Q: 3 clusters Score -2.277438e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 180059 members 
Entering Unmasked Estep 
Score: -22774394.000000 Penalty: 6010.273438
	Iteration 69Q: 3 clusters Score -2.277439e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 180137 members 
Entering Unmasked Estep 
Score: -22774378.000000 Penalty: 6010.273438
	Iteration 70Q: 3 clusters Score -2.277438e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 180196 members 
Entering Unmasked Estep 
Score: -22774382.000000 Penalty: 6010.273438
	Iteration 71Q: 3 clusters Score -2.277438e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 180243 members 
Entering Unmasked Estep 
Score: -22774406.000000 Penalty: 6010.273438
	Iteration 72Q: 3 clusters Score -2.277441e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 180280 members 
Entering Unmasked Estep 
Score: -22774428.000000 Penalty: 6010.273438
	Iteration 73Q: 3 clusters Score -2.277443e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 180305 members 
Entering Unmasked Estep 
Score: -22774422.000000 Penalty: 6010.273438
	Iteration 74Q: 3 clusters Score -2.277442e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 180331 members 
Entering Unmasked Estep 
Score: -22774426.000000 Penalty: 6010.273438
	Iteration 75Q: 3 clusters Score -2.277443e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 180357 members 
Entering Unmasked Estep 
Score: -22774416.000000 Penalty: 6010.273438
	Iteration 76Q: 3 clusters Score -2.277442e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 180379 members 
Entering Unmasked Estep 
Score: -22774408.000000 Penalty: 6010.273438
	Iteration 77Q: 3 clusters Score -2.277441e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 180400 members 
Entering Unmasked Estep 
Score: -22774410.000000 Penalty: 6010.273438
	Iteration 78Q: 3 clusters Score -2.277441e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 180419 members 
Entering Unmasked Estep 
Score: -22774424.000000 Penalty: 6010.273438
	Iteration 79Q: 3 clusters Score -2.277442e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 180440 members 
Entering Unmasked Estep 
Score: -22774416.000000 Penalty: 6010.273438
	Iteration 80F: 3 clusters Score -2.277442e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 180461 members 
Entering Unmasked Estep 
Score: -22774382.000000 Penalty: 6010.273438
	Iteration 81Q: 3 clusters Score -2.277438e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 180477 members 
Entering Unmasked Estep 
Score: -22774402.000000 Penalty: 6010.273438
	Iteration 82Q: 3 clusters Score -2.27744e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 180490 members 
Entering Unmasked Estep 
Score: -22774384.000000 Penalty: 6010.273438
	Iteration 83Q: 3 clusters Score -2.277438e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 180500 members 
Entering Unmasked Estep 
Score: -22774378.000000 Penalty: 6010.273438
	Iteration 84Q: 3 clusters Score -2.277438e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 180513 members 
Entering Unmasked Estep 
Score: -22774422.000000 Penalty: 6010.273438
	Iteration 85Q: 3 clusters Score -2.277442e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 180526 members 
Entering Unmasked Estep 
Score: -22774400.000000 Penalty: 6010.273438
	Iteration 86Q: 3 clusters Score -2.27744e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 180541 members 
Entering Unmasked Estep 
Score: -22774428.000000 Penalty: 6010.273438
	Iteration 87Q: 3 clusters Score -2.277443e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 180552 members 
Entering Unmasked Estep 
Score: -22774436.000000 Penalty: 6010.273438
	Iteration 88Q: 3 clusters Score -2.277444e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 180570 members 
Entering Unmasked Estep 
Score: -22774430.000000 Penalty: 6010.273438
	Iteration 89Q: 3 clusters Score -2.277443e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 180582 members 
Entering Unmasked Estep 
Score: -22774434.000000 Penalty: 6010.273438
	Iteration 90Q: 3 clusters Score -2.277443e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 180596 members 
Entering Unmasked Estep 
Score: -22774422.000000 Penalty: 6010.273438
	Iteration 91Q: 3 clusters Score -2.277442e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 180607 members 
Entering Unmasked Estep 
Score: -22774456.000000 Penalty: 6010.273438
	Iteration 92Q: 3 clusters Score -2.277446e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 180616 members 
Entering Unmasked Estep 
Score: -22774462.000000 Penalty: 6010.273438
	Iteration 93Q: 3 clusters Score -2.277446e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 180628 members 
Entering Unmasked Estep 
Score: -22774474.000000 Penalty: 6010.273438
	Iteration 94Q: 3 clusters Score -2.277447e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 180644 members 
Entering Unmasked Estep 
Score: -22774440.000000 Penalty: 6010.273438
	Iteration 95Q: 3 clusters Score -2.277444e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 180658 members 
Entering Unmasked Estep 
Score: -22774452.000000 Penalty: 6010.273438
	Iteration 96Q: 3 clusters Score -2.277445e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 180670 members 
Entering Unmasked Estep 
Score: -22774452.000000 Penalty: 6010.273438
	Iteration 97Q: 3 clusters Score -2.277445e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 180690 members 
Entering Unmasked Estep 
Score: -22774458.000000 Penalty: 6010.273438
	Iteration 98Q: 3 clusters Score -2.277446e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 180703 members 
Entering Unmasked Estep 
Score: -22774448.000000 Penalty: 6010.273438
	Iteration 99Q: 3 clusters Score -2.277445e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 180720 members 
Entering Unmasked Estep 
Score: -22774428.000000 Penalty: 6010.273438
	Iteration 100F: 3 clusters Score -2.277443e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 180733 members 
Entering Unmasked Estep 
Score: -22774432.000000 Penalty: 6010.273438
	Iteration 101Q: 3 clusters Score -2.277443e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 180749 members 
Entering Unmasked Estep 
Score: -22774438.000000 Penalty: 6010.273438
	Iteration 102Q: 3 clusters Score -2.277444e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 180765 members 
Entering Unmasked Estep 
Score: -22774444.000000 Penalty: 6010.273438
	Iteration 103Q: 3 clusters Score -2.277444e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 180777 members 
Entering Unmasked Estep 
Score: -22774438.000000 Penalty: 6010.273438
	Iteration 104Q: 3 clusters Score -2.277444e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 180789 members 
Entering Unmasked Estep 
Score: -22774428.000000 Penalty: 6010.273438
	Iteration 105Q: 3 clusters Score -2.277443e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 180799 members 
Entering Unmasked Estep 
Score: -22774438.000000 Penalty: 6010.273438
	Iteration 106Q: 3 clusters Score -2.277444e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 180813 members 
Entering Unmasked Estep 
Score: -22774444.000000 Penalty: 6010.273438
	Iteration 107Q: 3 clusters Score -2.277444e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 180826 members 
Entering Unmasked Estep 
Score: -22774436.000000 Penalty: 6010.273438
	Iteration 108Q: 3 clusters Score -2.277444e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 180834 members 
Entering Unmasked Estep 
Score: -22774438.000000 Penalty: 6010.273438
	Iteration 109Q: 3 clusters Score -2.277444e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 180842 members 
Entering Unmasked Estep 
Score: -22774440.000000 Penalty: 6010.273438
	Iteration 110Q: 3 clusters Score -2.277444e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 180853 members 
Entering Unmasked Estep 
Score: -22774434.000000 Penalty: 6010.273438
	Iteration 111Q: 3 clusters Score -2.277443e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 180863 members 
Entering Unmasked Estep 
Score: -22774452.000000 Penalty: 6010.273438
	Iteration 112Q: 3 clusters Score -2.277445e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 180878 members 
Entering Unmasked Estep 
Score: -22774448.000000 Penalty: 6010.273438
	Iteration 113Q: 3 clusters Score -2.277445e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 180886 members 
Entering Unmasked Estep 
Score: -22774448.000000 Penalty: 6010.273438
	Iteration 114Q: 3 clusters Score -2.277445e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 180893 members 
Entering Unmasked Estep 
Score: -22774454.000000 Penalty: 6010.273438
	Iteration 115Q: 3 clusters Score -2.277445e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 180904 members 
Entering Unmasked Estep 
Score: -22774454.000000 Penalty: 6010.273438
	Iteration 116Q: 3 clusters Score -2.277445e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 180917 members 
Entering Unmasked Estep 
Score: -22774444.000000 Penalty: 6010.273438
	Iteration 117Q: 3 clusters Score -2.277444e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 180928 members 
Entering Unmasked Estep 
Score: -22774440.000000 Penalty: 6010.273438
	Iteration 118Q: 3 clusters Score -2.277444e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 180937 members 
Entering Unmasked Estep 
Score: -22774462.000000 Penalty: 6010.273438
	Iteration 119Q: 3 clusters Score -2.277446e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 180945 members 
Entering Unmasked Estep 
Score: -22774452.000000 Penalty: 6010.273438
	Iteration 120F: 3 clusters Score -2.277445e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 180953 members 
Entering Unmasked Estep 
Score: -22774462.000000 Penalty: 6010.273438
	Iteration 121Q: 3 clusters Score -2.277446e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 180960 members 
Entering Unmasked Estep 
Score: -22774454.000000 Penalty: 6010.273438
	Iteration 122Q: 3 clusters Score -2.277445e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 180965 members 
Entering Unmasked Estep 
Score: -22774460.000000 Penalty: 6010.273438
	Iteration 123Q: 3 clusters Score -2.277446e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 180971 members 
Entering Unmasked Estep 
Score: -22774452.000000 Penalty: 6010.273438
	Iteration 124Q: 3 clusters Score -2.277445e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 180977 members 
Entering Unmasked Estep 
Score: -22774450.000000 Penalty: 6010.273438
	Iteration 125Q: 3 clusters Score -2.277445e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 180985 members 
Entering Unmasked Estep 
Score: -22774452.000000 Penalty: 6010.273438
	Iteration 126Q: 3 clusters Score -2.277445e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 180991 members 
Entering Unmasked Estep 
Score: -22774460.000000 Penalty: 6010.273438
	Iteration 127Q: 3 clusters Score -2.277446e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 180999 members 
Entering Unmasked Estep 
Score: -22774444.000000 Penalty: 6010.273438
	Iteration 128Q: 3 clusters Score -2.277444e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 181004 members 
Entering Unmasked Estep 
Score: -22774436.000000 Penalty: 6010.273438
	Iteration 129Q: 3 clusters Score -2.277444e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 181012 members 
Entering Unmasked Estep 
Score: -22774442.000000 Penalty: 6010.273438
	Iteration 130Q: 3 clusters Score -2.277444e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 181022 members 
Entering Unmasked Estep 
Score: -22774446.000000 Penalty: 6010.273438
	Iteration 131Q: 3 clusters Score -2.277445e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 181031 members 
Entering Unmasked Estep 
Score: -22774452.000000 Penalty: 6010.273438
	Iteration 132Q: 3 clusters Score -2.277445e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 181037 members 
Entering Unmasked Estep 
Score: -22774446.000000 Penalty: 6010.273438
	Iteration 133Q: 3 clusters Score -2.277445e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 181049 members 
Entering Unmasked Estep 
Score: -22774442.000000 Penalty: 6010.273438
	Iteration 134Q: 3 clusters Score -2.277444e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 181054 members 
Entering Unmasked Estep 
Score: -22774434.000000 Penalty: 6010.273438
	Iteration 135Q: 3 clusters Score -2.277443e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 181057 members 
Entering Unmasked Estep 
Score: -22774436.000000 Penalty: 6010.273438
	Iteration 136Q: 3 clusters Score -2.277444e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 181059 members 
Entering Unmasked Estep 
Score: -22774432.000000 Penalty: 6010.273438
	Iteration 137Q: 3 clusters Score -2.277443e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 181060 members 
Entering Unmasked Estep 
Score: -22774444.000000 Penalty: 6010.273438
	Iteration 138Q: 3 clusters Score -2.277444e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 181062 members 
Entering Unmasked Estep 
Score: -22774444.000000 Penalty: 6010.273438
	Iteration 139Q: 3 clusters Score -2.277444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 181065 members 
Entering Unmasked Estep 
Score: -22774456.000000 Penalty: 6010.273438
	Iteration 140F: 3 clusters Score -2.277446e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 181070 members 
Entering Unmasked Estep 
Score: -22774452.000000 Penalty: 6010.273438
	Iteration 141Q: 3 clusters Score -2.277445e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 181074 members 
Entering Unmasked Estep 
Score: -22774456.000000 Penalty: 6010.273438
	Iteration 142Q: 3 clusters Score -2.277446e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 181082 members 
Entering Unmasked Estep 
Score: -22774452.000000 Penalty: 6010.273438
	Iteration 143Q: 3 clusters Score -2.277445e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 181088 members 
Entering Unmasked Estep 
Score: -22774454.000000 Penalty: 6010.273438
	Iteration 144Q: 3 clusters Score -2.277445e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 181091 members 
Entering Unmasked Estep 
Score: -22774454.000000 Penalty: 6010.273438
	Iteration 145Q: 3 clusters Score -2.277445e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 181095 members 
Entering Unmasked Estep 
Score: -22774446.000000 Penalty: 6010.273438
	Iteration 146Q: 3 clusters Score -2.277445e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 181099 members 
Entering Unmasked Estep 
Score: -22774462.000000 Penalty: 6010.273438
	Iteration 147Q: 3 clusters Score -2.277446e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 181103 members 
Entering Unmasked Estep 
Score: -22774458.000000 Penalty: 6010.273438
	Iteration 148Q: 3 clusters Score -2.277446e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 181108 members 
Entering Unmasked Estep 
Score: -22774462.000000 Penalty: 6010.273438
	Iteration 149Q: 3 clusters Score -2.277446e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 181117 members 
Entering Unmasked Estep 
Score: -22774468.000000 Penalty: 6010.273438
	Iteration 150Q: 3 clusters Score -2.277447e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 181123 members 
Entering Unmasked Estep 
Score: -22774454.000000 Penalty: 6010.273438
	Iteration 151Q: 3 clusters Score -2.277445e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 181126 members 
Entering Unmasked Estep 
Score: -22774446.000000 Penalty: 6010.273438
	Iteration 152Q: 3 clusters Score -2.277445e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 181128 members 
Entering Unmasked Estep 
Score: -22774448.000000 Penalty: 6010.273438
	Iteration 153Q: 3 clusters Score -2.277445e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 181129 members 
Entering Unmasked Estep 
Score: -22774446.000000 Penalty: 6010.273438
	Iteration 154Q: 3 clusters Score -2.277445e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 181129 members 
Entering Unmasked Estep 
Score: -22774446.000000 Penalty: 6010.273438
	Iteration 155F: 3 clusters Score -2.277445e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Entering Unmasked Estep 
Score: -364416.875000 Penalty: 1981.579102
	Iteration 0F: 2 clusters Score -364416.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -361202.593750 Penalty: 3963.158203
	Iteration 0F: 3 clusters Score -361202.6 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -361837.593750 Penalty: 3963.158203
	Iteration 1F: 3 clusters Score -361837.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -361990.875000 Penalty: 3963.158203
	Iteration 2F: 3 clusters Score -361990.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -362084.468750 Penalty: 3963.158203
	Iteration 3Q: 3 clusters Score -362084.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -362167.843750 Penalty: 3963.158203
	Iteration 4Q: 3 clusters Score -362167.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -362220.156250 Penalty: 3963.158203
	Iteration 5Q: 3 clusters Score -362220.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -362259.218750 Penalty: 3963.158203
	Iteration 6Q: 3 clusters Score -362259.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -362281.906250 Penalty: 3963.158203
	Iteration 7Q: 3 clusters Score -362281.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -362305.875000 Penalty: 3963.158203
	Iteration 8Q: 3 clusters Score -362305.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -362327.218750 Penalty: 3963.158203
	Iteration 9Q: 3 clusters Score -362327.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -362348.156250 Penalty: 3963.158203
	Iteration 10Q: 3 clusters Score -362348.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -362369.093750 Penalty: 3963.158203
	Iteration 11Q: 3 clusters Score -362369.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -362383.156250 Penalty: 3963.158203
	Iteration 12Q: 3 clusters Score -362383.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -362396.843750 Penalty: 3963.158203
	Iteration 13Q: 3 clusters Score -362396.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -362408.906250 Penalty: 3963.158203
	Iteration 14Q: 3 clusters Score -362408.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -362420.000000 Penalty: 3963.158203
	Iteration 15Q: 3 clusters Score -362420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -362431.968750 Penalty: 3963.158203
	Iteration 16Q: 3 clusters Score -362432 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -362446.531250 Penalty: 3963.158203
	Iteration 17Q: 3 clusters Score -362446.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -362461.625000 Penalty: 3963.158203
	Iteration 18Q: 3 clusters Score -362461.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -362479.375000 Penalty: 3963.158203
	Iteration 19Q: 3 clusters Score -362479.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -362497.531250 Penalty: 3963.158203
	Iteration 20F: 3 clusters Score -362497.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -362508.187500 Penalty: 3963.158203
	Iteration 21Q: 3 clusters Score -362508.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -362525.125000 Penalty: 3963.158203
	Iteration 22Q: 3 clusters Score -362525.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -362539.812500 Penalty: 3963.158203
	Iteration 23Q: 3 clusters Score -362539.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -362546.937500 Penalty: 3963.158203
	Iteration 24Q: 3 clusters Score -362546.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -362553.812500 Penalty: 3963.158203
	Iteration 25Q: 3 clusters Score -362553.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -362563.718750 Penalty: 3963.158203
	Iteration 26Q: 3 clusters Score -362563.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -362575.250000 Penalty: 3963.158203
	Iteration 27Q: 3 clusters Score -362575.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -362582.281250 Penalty: 3963.158203
	Iteration 28Q: 3 clusters Score -362582.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -362593.875000 Penalty: 3963.158203
	Iteration 29Q: 3 clusters Score -362593.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -362604.656250 Penalty: 3963.158203
	Iteration 30Q: 3 clusters Score -362604.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -362613.093750 Penalty: 3963.158203
	Iteration 31Q: 3 clusters Score -362613.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -362618.093750 Penalty: 3963.158203
	Iteration 32Q: 3 clusters Score -362618.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -362621.218750 Penalty: 3963.158203
	Iteration 33Q: 3 clusters Score -362621.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -362624.250000 Penalty: 3963.158203
	Iteration 34Q: 3 clusters Score -362624.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -362627.687500 Penalty: 3963.158203
	Iteration 35Q: 3 clusters Score -362627.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -362628.000000 Penalty: 3963.158203
	Iteration 36Q: 3 clusters Score -362628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -362628.750000 Penalty: 3963.158203
	Iteration 37Q: 3 clusters Score -362628.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -362628.750000 Penalty: 3963.158203
	Iteration 38F: 3 clusters Score -362628.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Entering Unmasked Estep 
Score: -502438.687500 Penalty: 2075.032715
	Iteration 0F: 2 clusters Score -502438.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -498444.625000 Penalty: 4150.065430
	Iteration 0F: 3 clusters Score -498444.6 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -499539.875000 Penalty: 4150.065430
	Iteration 1F: 3 clusters Score -499539.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -499859.531250 Penalty: 4150.065430
	Iteration 2F: 3 clusters Score -499859.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -500099.281250 Penalty: 4150.065430
	Iteration 3F: 3 clusters Score -500099.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -500315.718750 Penalty: 4150.065430
	Iteration 4F: 3 clusters Score -500315.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -500446.250000 Penalty: 4150.065430
	Iteration 5Q: 3 clusters Score -500446.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -500568.468750 Penalty: 4150.065430
	Iteration 6Q: 3 clusters Score -500568.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -500720.343750 Penalty: 4150.065430
	Iteration 7Q: 3 clusters Score -500720.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -500866.968750 Penalty: 4150.065430
	Iteration 8Q: 3 clusters Score -500867 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -500990.718750 Penalty: 4150.065430
	Iteration 9Q: 3 clusters Score -500990.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -501099.250000 Penalty: 4150.065430
	Iteration 10Q: 3 clusters Score -501099.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -501203.343750 Penalty: 4150.065430
	Iteration 11Q: 3 clusters Score -501203.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -501271.406250 Penalty: 4150.065430
	Iteration 12Q: 3 clusters Score -501271.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -501339.718750 Penalty: 4150.065430
	Iteration 13Q: 3 clusters Score -501339.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -501404.750000 Penalty: 4150.065430
	Iteration 14Q: 3 clusters Score -501404.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -501466.500000 Penalty: 4150.065430
	Iteration 15Q: 3 clusters Score -501466.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -501538.250000 Penalty: 4150.065430
	Iteration 16Q: 3 clusters Score -501538.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -501605.500000 Penalty: 4150.065430
	Iteration 17Q: 3 clusters Score -501605.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -501657.125000 Penalty: 4150.065430
	Iteration 18Q: 3 clusters Score -501657.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -501702.937500 Penalty: 4150.065430
	Iteration 19Q: 3 clusters Score -501702.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -501741.593750 Penalty: 4150.065430
	Iteration 20F: 3 clusters Score -501741.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -501770.750000 Penalty: 4150.065430
	Iteration 21Q: 3 clusters Score -501770.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -501792.218750 Penalty: 4150.065430
	Iteration 22Q: 3 clusters Score -501792.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -501807.125000 Penalty: 4150.065430
	Iteration 23Q: 3 clusters Score -501807.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -501815.843750 Penalty: 4150.065430
	Iteration 24Q: 3 clusters Score -501815.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -501823.187500 Penalty: 4150.065430
	Iteration 25Q: 3 clusters Score -501823.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -501828.281250 Penalty: 4150.065430
	Iteration 26Q: 3 clusters Score -501828.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -501831.187500 Penalty: 4150.065430
	Iteration 27Q: 3 clusters Score -501831.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -501834.687500 Penalty: 4150.065430
	Iteration 28Q: 3 clusters Score -501834.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -501836.843750 Penalty: 4150.065430
	Iteration 29Q: 3 clusters Score -501836.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -501839.125000 Penalty: 4150.065430
	Iteration 30Q: 3 clusters Score -501839.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -501838.812500 Penalty: 4150.065430
	Iteration 31Q: 3 clusters Score -501838.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -501839.562500 Penalty: 4150.065430
	Iteration 32Q: 3 clusters Score -501839.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -501839.125000 Penalty: 4150.065430
	Iteration 33Q: 3 clusters Score -501839.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -501840.156250 Penalty: 4150.065430
	Iteration 34Q: 3 clusters Score -501840.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -501840.156250 Penalty: 4150.065430
	Iteration 35F: 3 clusters Score -501840.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28534 members 
Entering Unmasked Estep 
Score: -3592561.750000 Penalty: 2544.195312
	Iteration 0F: 2 clusters Score -3592562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -3572858.750000 Penalty: 5088.390625
	Iteration 0F: 3 clusters Score -3572859 nChanged 12941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -3579764.500000 Penalty: 5088.390625
	Iteration 1F: 3 clusters Score -3579764 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -3580204.000000 Penalty: 5088.390625
	Iteration 2Q: 3 clusters Score -3580204 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -3580631.250000 Penalty: 5088.390625
	Iteration 3Q: 3 clusters Score -3580631 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -3581062.250000 Penalty: 5088.390625
	Iteration 4Q: 3 clusters Score -3581062 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -3581639.750000 Penalty: 5088.390625
	Iteration 5Q: 3 clusters Score -3581640 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -3582439.500000 Penalty: 5088.390625
	Iteration 6Q: 3 clusters Score -3582440 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -3583531.000000 Penalty: 5088.390625
	Iteration 7F: 3 clusters Score -3583531 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -3584823.750000 Penalty: 5088.390625
	Iteration 8F: 3 clusters Score -3584824 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -3586362.250000 Penalty: 5088.390625
	Iteration 9F: 3 clusters Score -3586362 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -3587821.250000 Penalty: 5088.390625
	Iteration 10F: 3 clusters Score -3587821 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -3588956.750000 Penalty: 5088.390625
	Iteration 11Q: 3 clusters Score -3588957 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -3589612.750000 Penalty: 5088.390625
	Iteration 12Q: 3 clusters Score -3589613 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 27976 members 
Entering Unmasked Estep 
Score: -3589947.000000 Penalty: 5088.390625
	Iteration 13Q: 3 clusters Score -3589947 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -3590113.250000 Penalty: 5088.390625
	Iteration 14Q: 3 clusters Score -3590113 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -3590197.000000 Penalty: 5088.390625
	Iteration 15Q: 3 clusters Score -3590197 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -3590245.750000 Penalty: 5088.390625
	Iteration 16Q: 3 clusters Score -3590246 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -3590283.000000 Penalty: 5088.390625
	Iteration 17Q: 3 clusters Score -3590283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -3590303.000000 Penalty: 5088.390625
	Iteration 18Q: 3 clusters Score -3590303 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -3590328.750000 Penalty: 5088.390625
	Iteration 19Q: 3 clusters Score -3590329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -3590341.500000 Penalty: 5088.390625
	Iteration 20F: 3 clusters Score -3590342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -3590359.750000 Penalty: 5088.390625
	Iteration 21Q: 3 clusters Score -3590360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
Score: -3590370.750000 Penalty: 5088.390625
	Iteration 22Q: 3 clusters Score -3590371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 28266 members 
Entering Unmasked Estep 
Score: -3590375.000000 Penalty: 5088.390625
	Iteration 23Q: 3 clusters Score -3590375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -3590381.750000 Penalty: 5088.390625
	Iteration 24Q: 3 clusters Score -3590382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -3590388.250000 Penalty: 5088.390625
	Iteration 25Q: 3 clusters Score -3590388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -3590392.500000 Penalty: 5088.390625
	Iteration 26Q: 3 clusters Score -3590392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -3590395.250000 Penalty: 5088.390625
	Iteration 27Q: 3 clusters Score -3590395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -3590394.750000 Penalty: 5088.390625
	Iteration 28Q: 3 clusters Score -3590395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -3590396.500000 Penalty: 5088.390625
	Iteration 29Q: 3 clusters Score -3590396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -3590398.000000 Penalty: 5088.390625
	Iteration 30Q: 3 clusters Score -3590398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -3590398.000000 Penalty: 5088.390625
	Iteration 31F: 3 clusters Score -3590398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Entering Unmasked Estep 
Score: -2443540.750000 Penalty: 2447.139404
	Iteration 0F: 2 clusters Score -2443541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -2430018.000000 Penalty: 4894.278809
	Iteration 0F: 3 clusters Score -2430018 nChanged 8340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -2434418.500000 Penalty: 4894.278809
	Iteration 1F: 3 clusters Score -2434418 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -2434771.500000 Penalty: 4894.278809
	Iteration 2F: 3 clusters Score -2434772 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -2435029.750000 Penalty: 4894.278809
	Iteration 3Q: 3 clusters Score -2435030 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -2435232.000000 Penalty: 4894.278809
	Iteration 4Q: 3 clusters Score -2435232 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -2435379.250000 Penalty: 4894.278809
	Iteration 5Q: 3 clusters Score -2435379 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -2435498.000000 Penalty: 4894.278809
	Iteration 6Q: 3 clusters Score -2435498 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -2435630.750000 Penalty: 4894.278809
	Iteration 7Q: 3 clusters Score -2435631 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -2435760.750000 Penalty: 4894.278809
	Iteration 8Q: 3 clusters Score -2435761 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -2435937.500000 Penalty: 4894.278809
	Iteration 9Q: 3 clusters Score -2435938 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -2436197.500000 Penalty: 4894.278809
	Iteration 10Q: 3 clusters Score -2436198 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -2436516.750000 Penalty: 4894.278809
	Iteration 11Q: 3 clusters Score -2436517 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -2437000.000000 Penalty: 4894.278809
	Iteration 12Q: 3 clusters Score -2437000 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -2437629.250000 Penalty: 4894.278809
	Iteration 13F: 3 clusters Score -2437629 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -2438413.000000 Penalty: 4894.278809
	Iteration 14F: 3 clusters Score -2438413 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -2439283.000000 Penalty: 4894.278809
	Iteration 15F: 3 clusters Score -2439283 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2440031.500000 Penalty: 4894.278809
	Iteration 16Q: 3 clusters Score -2440032 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2440525.000000 Penalty: 4894.278809
	Iteration 17Q: 3 clusters Score -2440525 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2440866.750000 Penalty: 4894.278809
	Iteration 18Q: 3 clusters Score -2440867 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2441115.500000 Penalty: 4894.278809
	Iteration 19Q: 3 clusters Score -2441116 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2441311.500000 Penalty: 4894.278809
	Iteration 20F: 3 clusters Score -2441312 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2441428.250000 Penalty: 4894.278809
	Iteration 21Q: 3 clusters Score -2441428 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2441510.500000 Penalty: 4894.278809
	Iteration 22Q: 3 clusters Score -2441510 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2441550.250000 Penalty: 4894.278809
	Iteration 23Q: 3 clusters Score -2441550 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2441577.250000 Penalty: 4894.278809
	Iteration 24Q: 3 clusters Score -2441577 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2441600.000000 Penalty: 4894.278809
	Iteration 25Q: 3 clusters Score -2441600 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2441615.250000 Penalty: 4894.278809
	Iteration 26Q: 3 clusters Score -2441615 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2441628.750000 Penalty: 4894.278809
	Iteration 27Q: 3 clusters Score -2441629 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2441634.250000 Penalty: 4894.278809
	Iteration 28Q: 3 clusters Score -2441634 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2441643.250000 Penalty: 4894.278809
	Iteration 29Q: 3 clusters Score -2441643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2441648.500000 Penalty: 4894.278809
	Iteration 30Q: 3 clusters Score -2441648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2441652.250000 Penalty: 4894.278809
	Iteration 31Q: 3 clusters Score -2441652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2441652.250000 Penalty: 4894.278809
	Iteration 32Q: 3 clusters Score -2441652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -2441656.000000 Penalty: 4894.278809
	Iteration 33Q: 3 clusters Score -2441656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2441653.500000 Penalty: 4894.278809
	Iteration 34Q: 3 clusters Score -2441654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2441655.000000 Penalty: 4894.278809
	Iteration 35Q: 3 clusters Score -2441655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2441654.000000 Penalty: 4894.278809
	Iteration 36Q: 3 clusters Score -2441654 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -2441655.000000 Penalty: 4894.278809
	Iteration 37Q: 3 clusters Score -2441655 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2441655.750000 Penalty: 4894.278809
	Iteration 38Q: 3 clusters Score -2441656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2441657.750000 Penalty: 4894.278809
	Iteration 39Q: 3 clusters Score -2441658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2441662.750000 Penalty: 4894.278809
	Iteration 40F: 3 clusters Score -2441663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Entering Unmasked Estep 
Score: -234305.765625 Penalty: 1901.455200
	Iteration 0F: 2 clusters Score -234305.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -231634.281250 Penalty: 3802.910400
	Iteration 0F: 3 clusters Score -231634.3 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -232224.218750 Penalty: 3802.910400
	Iteration 1F: 3 clusters Score -232224.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -232416.234375 Penalty: 3802.910400
	Iteration 2F: 3 clusters Score -232416.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -232587.640625 Penalty: 3802.910400
	Iteration 3F: 3 clusters Score -232587.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -232822.125000 Penalty: 3802.910400
	Iteration 4F: 3 clusters Score -232822.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -233144.640625 Penalty: 3802.910400
	Iteration 5F: 3 clusters Score -233144.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -233533.109375 Penalty: 3802.910400
	Iteration 6F: 3 clusters Score -233533.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -233966.453125 Penalty: 3802.910400
	Iteration 7F: 3 clusters Score -233966.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -234173.484375 Penalty: 3802.910400
	Iteration 8Q: 3 clusters Score -234173.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -234262.140625 Penalty: 3802.910400
	Iteration 9Q: 3 clusters Score -234262.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -234303.500000 Penalty: 3802.910400
	Iteration 10Q: 3 clusters Score -234303.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -234334.312500 Penalty: 3802.910400
	Iteration 11Q: 3 clusters Score -234334.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -234345.156250 Penalty: 3802.910400
	Iteration 12Q: 3 clusters Score -234345.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -234348.375000 Penalty: 3802.910400
	Iteration 13Q: 3 clusters Score -234348.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -234350.968750 Penalty: 3802.910400
	Iteration 14Q: 3 clusters Score -234351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -234350.968750 Penalty: 3802.910400
	Iteration 15F: 3 clusters Score -234351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55027 members 
Mstep: Class 2 contains 5580 members 
Mstep: Class 3 contains 30724 members 
Mstep: Class 4 contains 57227 members 
Mstep: Class 5 contains 4703 members 
Mstep: Class 6 contains 22057 members 
Mstep: Class 7 contains 12439 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15585 members 
Mstep: Class 12 contains 44085 members 
Mstep: Class 13 contains 260401 members 
Mstep: Class 14 contains 93843 members 
Mstep: Class 15 contains 183045 members 
Mstep: Class 16 contains 2952 members 
Mstep: Class 17 contains 4303 members 
Mstep: Class 18 contains 28534 members 
Mstep: Class 19 contains 19293 members 
Mstep: Class 20 contains 1841 members 
Mstep: Class 21 contains 6898 members 
Mstep: Class 22 contains 1038 members 
Mstep: Class 23 contains 296 members 
Entering Unmasked Estep 
Score: -104776120.000000 Penalty: 77926.218750
Splitting cluster 20 changes total score from -104777584.000000 to -104776120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (6898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Entering Unmasked Estep 
Score: -874238.437500 Penalty: 2192.068604
	Iteration 0F: 2 clusters Score -874238.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -868537.875000 Penalty: 4384.137207
	Iteration 0F: 3 clusters Score -868537.9 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -870032.437500 Penalty: 4384.137207
	Iteration 1F: 3 clusters Score -870032.4 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -870260.687500 Penalty: 4384.137207
	Iteration 2F: 3 clusters Score -870260.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -870423.375000 Penalty: 4384.137207
	Iteration 3Q: 3 clusters Score -870423.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -870528.312500 Penalty: 4384.137207
	Iteration 4Q: 3 clusters Score -870528.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -870619.500000 Penalty: 4384.137207
	Iteration 5Q: 3 clusters Score -870619.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -870703.562500 Penalty: 4384.137207
	Iteration 6Q: 3 clusters Score -870703.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -870766.687500 Penalty: 4384.137207
	Iteration 7Q: 3 clusters Score -870766.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -870834.062500 Penalty: 4384.137207
	Iteration 8Q: 3 clusters Score -870834.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -870905.937500 Penalty: 4384.137207
	Iteration 9Q: 3 clusters Score -870905.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -870974.625000 Penalty: 4384.137207
	Iteration 10Q: 3 clusters Score -870974.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -871046.625000 Penalty: 4384.137207
	Iteration 11Q: 3 clusters Score -871046.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -871130.062500 Penalty: 4384.137207
	Iteration 12Q: 3 clusters Score -871130.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -871225.125000 Penalty: 4384.137207
	Iteration 13Q: 3 clusters Score -871225.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -871329.562500 Penalty: 4384.137207
	Iteration 14Q: 3 clusters Score -871329.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -871427.750000 Penalty: 4384.137207
	Iteration 15Q: 3 clusters Score -871427.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -871524.125000 Penalty: 4384.137207
	Iteration 16Q: 3 clusters Score -871524.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -871627.812500 Penalty: 4384.137207
	Iteration 17Q: 3 clusters Score -871627.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -871726.937500 Penalty: 4384.137207
	Iteration 18Q: 3 clusters Score -871726.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -871821.375000 Penalty: 4384.137207
	Iteration 19Q: 3 clusters Score -871821.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -871907.625000 Penalty: 4384.137207
	Iteration 20F: 3 clusters Score -871907.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -871983.875000 Penalty: 4384.137207
	Iteration 21Q: 3 clusters Score -871983.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -872062.625000 Penalty: 4384.137207
	Iteration 22Q: 3 clusters Score -872062.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -872117.437500 Penalty: 4384.137207
	Iteration 23Q: 3 clusters Score -872117.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -872151.375000 Penalty: 4384.137207
	Iteration 24Q: 3 clusters Score -872151.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -872173.750000 Penalty: 4384.137207
	Iteration 25Q: 3 clusters Score -872173.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -872197.437500 Penalty: 4384.137207
	Iteration 26Q: 3 clusters Score -872197.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -872209.812500 Penalty: 4384.137207
	Iteration 27Q: 3 clusters Score -872209.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -872219.187500 Penalty: 4384.137207
	Iteration 28Q: 3 clusters Score -872219.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -872226.125000 Penalty: 4384.137207
	Iteration 29Q: 3 clusters Score -872226.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -872233.875000 Penalty: 4384.137207
	Iteration 30Q: 3 clusters Score -872233.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -872237.687500 Penalty: 4384.137207
	Iteration 31Q: 3 clusters Score -872237.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -872241.500000 Penalty: 4384.137207
	Iteration 32Q: 3 clusters Score -872241.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -872246.062500 Penalty: 4384.137207
	Iteration 33Q: 3 clusters Score -872246.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -872251.375000 Penalty: 4384.137207
	Iteration 34Q: 3 clusters Score -872251.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -872256.250000 Penalty: 4384.137207
	Iteration 35Q: 3 clusters Score -872256.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -872261.000000 Penalty: 4384.137207
	Iteration 36Q: 3 clusters Score -872261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -872260.000000 Penalty: 4384.137207
	Iteration 37Q: 3 clusters Score -872260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -872260.000000 Penalty: 4384.137207
	Iteration 38F: 3 clusters Score -872260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Entering Unmasked Estep 
Score: -121662.609375 Penalty: 1722.372681
	Iteration 0F: 2 clusters Score -121662.6 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 542 members 
Entering Unmasked Estep 
Score: -119778.914062 Penalty: 3444.745361
	Iteration 0F: 3 clusters Score -119778.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -120133.890625 Penalty: 3444.745361
	Iteration 1F: 3 clusters Score -120133.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -120263.835938 Penalty: 3444.745361
	Iteration 2F: 3 clusters Score -120263.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -120331.710938 Penalty: 3444.745361
	Iteration 3Q: 3 clusters Score -120331.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -120351.429688 Penalty: 3444.745361
	Iteration 4Q: 3 clusters Score -120351.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -120371.625000 Penalty: 3444.745361
	Iteration 5Q: 3 clusters Score -120371.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -120378.921875 Penalty: 3444.745361
	Iteration 6Q: 3 clusters Score -120378.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -120382.992188 Penalty: 3444.745361
	Iteration 7Q: 3 clusters Score -120383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -120390.187500 Penalty: 3444.745361
	Iteration 8Q: 3 clusters Score -120390.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -120396.921875 Penalty: 3444.745361
	Iteration 9Q: 3 clusters Score -120396.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -120402.273438 Penalty: 3444.745361
	Iteration 10Q: 3 clusters Score -120402.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -120406.789062 Penalty: 3444.745361
	Iteration 11Q: 3 clusters Score -120406.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -120407.656250 Penalty: 3444.745361
	Iteration 12Q: 3 clusters Score -120407.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -120407.656250 Penalty: 3444.745361
	Iteration 13F: 3 clusters Score -120407.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55027 members 
Mstep: Class 2 contains 5580 members 
Mstep: Class 3 contains 30724 members 
Mstep: Class 4 contains 57227 members 
Mstep: Class 5 contains 4703 members 
Mstep: Class 6 contains 22057 members 
Mstep: Class 7 contains 12439 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15585 members 
Mstep: Class 12 contains 44085 members 
Mstep: Class 13 contains 260401 members 
Mstep: Class 14 contains 93843 members 
Mstep: Class 15 contains 183045 members 
Mstep: Class 16 contains 2952 members 
Mstep: Class 17 contains 4303 members 
Mstep: Class 18 contains 28534 members 
Mstep: Class 19 contains 19293 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6898 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777584.000000 Penalty: 74538.125000
Iteration 439Q: 23 clusters Score -1.047776e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55027 members 
Mstep: Class 2 contains 5580 members 
Mstep: Class 3 contains 30718 members 
Mstep: Class 4 contains 57223 members 
Mstep: Class 5 contains 4704 members 
Mstep: Class 6 contains 22056 members 
Mstep: Class 7 contains 12441 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15584 members 
Mstep: Class 12 contains 44084 members 
Mstep: Class 13 contains 260443 members 
Mstep: Class 14 contains 93824 members 
Mstep: Class 15 contains 183033 members 
Mstep: Class 16 contains 2952 members 
Mstep: Class 17 contains 4302 members 
Mstep: Class 18 contains 28535 members 
Mstep: Class 19 contains 19292 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6898 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777608.000000 Penalty: 74538.125000
Iteration 440F: 23 clusters Score -1.047776e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55029 members 
Mstep: Class 2 contains 5580 members 
Mstep: Class 3 contains 30713 members 
Mstep: Class 4 contains 57222 members 
Mstep: Class 5 contains 4701 members 
Mstep: Class 6 contains 22054 members 
Mstep: Class 7 contains 12442 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15585 members 
Mstep: Class 12 contains 44087 members 
Mstep: Class 13 contains 260479 members 
Mstep: Class 14 contains 93798 members 
Mstep: Class 15 contains 183021 members 
Mstep: Class 16 contains 2952 members 
Mstep: Class 17 contains 4304 members 
Mstep: Class 18 contains 28536 members 
Mstep: Class 19 contains 19295 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6898 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777616.000000 Penalty: 74538.125000
Iteration 441Q: 23 clusters Score -1.047776e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55027 members 
Mstep: Class 2 contains 5580 members 
Mstep: Class 3 contains 30707 members 
Mstep: Class 4 contains 57219 members 
Mstep: Class 5 contains 4701 members 
Mstep: Class 6 contains 22056 members 
Mstep: Class 7 contains 12442 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15583 members 
Mstep: Class 12 contains 44091 members 
Mstep: Class 13 contains 260532 members 
Mstep: Class 14 contains 93782 members 
Mstep: Class 15 contains 182989 members 
Mstep: Class 16 contains 2952 members 
Mstep: Class 17 contains 4304 members 
Mstep: Class 18 contains 28541 members 
Mstep: Class 19 contains 19292 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6898 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777488.000000 Penalty: 74538.125000
Iteration 442Q: 23 clusters Score -1.047775e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55030 members 
Mstep: Class 2 contains 5580 members 
Mstep: Class 3 contains 30702 members 
Mstep: Class 4 contains 57218 members 
Mstep: Class 5 contains 4702 members 
Mstep: Class 6 contains 22056 members 
Mstep: Class 7 contains 12443 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15582 members 
Mstep: Class 12 contains 44087 members 
Mstep: Class 13 contains 260565 members 
Mstep: Class 14 contains 93769 members 
Mstep: Class 15 contains 182972 members 
Mstep: Class 16 contains 2952 members 
Mstep: Class 17 contains 4304 members 
Mstep: Class 18 contains 28544 members 
Mstep: Class 19 contains 19292 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6898 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777488.000000 Penalty: 74538.125000
Iteration 443Q: 23 clusters Score -1.047775e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55033 members 
Mstep: Class 2 contains 5580 members 
Mstep: Class 3 contains 30696 members 
Mstep: Class 4 contains 57216 members 
Mstep: Class 5 contains 4702 members 
Mstep: Class 6 contains 22056 members 
Mstep: Class 7 contains 12444 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15581 members 
Mstep: Class 12 contains 44089 members 
Mstep: Class 13 contains 260592 members 
Mstep: Class 14 contains 93756 members 
Mstep: Class 15 contains 182960 members 
Mstep: Class 16 contains 2952 members 
Mstep: Class 17 contains 4303 members 
Mstep: Class 18 contains 28546 members 
Mstep: Class 19 contains 19292 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6898 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777392.000000 Penalty: 74538.125000
Iteration 444Q: 23 clusters Score -1.047774e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55028 members 
Mstep: Class 2 contains 5580 members 
Mstep: Class 3 contains 30693 members 
Mstep: Class 4 contains 57213 members 
Mstep: Class 5 contains 4702 members 
Mstep: Class 6 contains 22056 members 
Mstep: Class 7 contains 12445 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15581 members 
Mstep: Class 12 contains 44089 members 
Mstep: Class 13 contains 260630 members 
Mstep: Class 14 contains 93747 members 
Mstep: Class 15 contains 182943 members 
Mstep: Class 16 contains 2953 members 
Mstep: Class 17 contains 4303 members 
Mstep: Class 18 contains 28547 members 
Mstep: Class 19 contains 19288 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6898 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777440.000000 Penalty: 74538.125000
Iteration 445Q: 23 clusters Score -1.047774e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55025 members 
Mstep: Class 2 contains 5580 members 
Mstep: Class 3 contains 30691 members 
Mstep: Class 4 contains 57208 members 
Mstep: Class 5 contains 4702 members 
Mstep: Class 6 contains 22056 members 
Mstep: Class 7 contains 12445 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15580 members 
Mstep: Class 12 contains 44089 members 
Mstep: Class 13 contains 260660 members 
Mstep: Class 14 contains 93735 members 
Mstep: Class 15 contains 182938 members 
Mstep: Class 16 contains 2954 members 
Mstep: Class 17 contains 4303 members 
Mstep: Class 18 contains 28547 members 
Mstep: Class 19 contains 19285 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6898 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777488.000000 Penalty: 74538.125000
Iteration 446Q: 23 clusters Score -1.047775e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55026 members 
Mstep: Class 2 contains 5580 members 
Mstep: Class 3 contains 30689 members 
Mstep: Class 4 contains 57201 members 
Mstep: Class 5 contains 4702 members 
Mstep: Class 6 contains 22057 members 
Mstep: Class 7 contains 12443 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15579 members 
Mstep: Class 12 contains 44092 members 
Mstep: Class 13 contains 260697 members 
Mstep: Class 14 contains 93723 members 
Mstep: Class 15 contains 182923 members 
Mstep: Class 16 contains 2954 members 
Mstep: Class 17 contains 4303 members 
Mstep: Class 18 contains 28545 members 
Mstep: Class 19 contains 19284 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6898 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777456.000000 Penalty: 74538.125000
Iteration 447Q: 23 clusters Score -1.047775e+08 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55025 members 
Mstep: Class 2 contains 5580 members 
Mstep: Class 3 contains 30682 members 
Mstep: Class 4 contains 57195 members 
Mstep: Class 5 contains 4703 members 
Mstep: Class 6 contains 22057 members 
Mstep: Class 7 contains 12441 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15578 members 
Mstep: Class 12 contains 44093 members 
Mstep: Class 13 contains 260730 members 
Mstep: Class 14 contains 93704 members 
Mstep: Class 15 contains 182925 members 
Mstep: Class 16 contains 2953 members 
Mstep: Class 17 contains 4303 members 
Mstep: Class 18 contains 28546 members 
Mstep: Class 19 contains 19283 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6898 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777384.000000 Penalty: 74538.125000
Iteration 448Q: 23 clusters Score -1.047774e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55023 members 
Mstep: Class 2 contains 5580 members 
Mstep: Class 3 contains 30675 members 
Mstep: Class 4 contains 57198 members 
Mstep: Class 5 contains 4703 members 
Mstep: Class 6 contains 22057 members 
Mstep: Class 7 contains 12442 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15577 members 
Mstep: Class 12 contains 44092 members 
Mstep: Class 13 contains 260765 members 
Mstep: Class 14 contains 93684 members 
Mstep: Class 15 contains 182926 members 
Mstep: Class 16 contains 2952 members 
Mstep: Class 17 contains 4302 members 
Mstep: Class 18 contains 28544 members 
Mstep: Class 19 contains 19278 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6898 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777432.000000 Penalty: 74538.125000
Iteration 449Q: 23 clusters Score -1.047774e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55020 members 
Mstep: Class 2 contains 5581 members 
Mstep: Class 3 contains 30670 members 
Mstep: Class 4 contains 57199 members 
Mstep: Class 5 contains 4702 members 
Mstep: Class 6 contains 22057 members 
Mstep: Class 7 contains 12442 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15574 members 
Mstep: Class 12 contains 44089 members 
Mstep: Class 13 contains 260790 members 
Mstep: Class 14 contains 93665 members 
Mstep: Class 15 contains 182932 members 
Mstep: Class 16 contains 2952 members 
Mstep: Class 17 contains 4300 members 
Mstep: Class 18 contains 28548 members 
Mstep: Class 19 contains 19277 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6898 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777480.000000 Penalty: 74538.125000
Iteration 450Q: 23 clusters Score -1.047775e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55019 members 
Mstep: Class 2 contains 5581 members 
Mstep: Class 3 contains 30668 members 
Mstep: Class 4 contains 57197 members 
Mstep: Class 5 contains 4702 members 
Mstep: Class 6 contains 22056 members 
Mstep: Class 7 contains 12443 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15574 members 
Mstep: Class 12 contains 44088 members 
Mstep: Class 13 contains 260805 members 
Mstep: Class 14 contains 93650 members 
Mstep: Class 15 contains 182936 members 
Mstep: Class 16 contains 2952 members 
Mstep: Class 17 contains 4300 members 
Mstep: Class 18 contains 28550 members 
Mstep: Class 19 contains 19276 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6899 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777448.000000 Penalty: 74538.125000
Iteration 451Q: 23 clusters Score -1.047774e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55014 members 
Mstep: Class 2 contains 5581 members 
Mstep: Class 3 contains 30668 members 
Mstep: Class 4 contains 57195 members 
Mstep: Class 5 contains 4702 members 
Mstep: Class 6 contains 22057 members 
Mstep: Class 7 contains 12443 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15573 members 
Mstep: Class 12 contains 44087 members 
Mstep: Class 13 contains 260831 members 
Mstep: Class 14 contains 93643 members 
Mstep: Class 15 contains 182924 members 
Mstep: Class 16 contains 2952 members 
Mstep: Class 17 contains 4301 members 
Mstep: Class 18 contains 28550 members 
Mstep: Class 19 contains 19276 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6899 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777440.000000 Penalty: 74538.125000
Iteration 452Q: 23 clusters Score -1.047774e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55009 members 
Mstep: Class 2 contains 5581 members 
Mstep: Class 3 contains 30666 members 
Mstep: Class 4 contains 57199 members 
Mstep: Class 5 contains 4702 members 
Mstep: Class 6 contains 22056 members 
Mstep: Class 7 contains 12441 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15572 members 
Mstep: Class 12 contains 44085 members 
Mstep: Class 13 contains 260866 members 
Mstep: Class 14 contains 93634 members 
Mstep: Class 15 contains 182906 members 
Mstep: Class 16 contains 2952 members 
Mstep: Class 17 contains 4302 members 
Mstep: Class 18 contains 28547 members 
Mstep: Class 19 contains 19279 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6899 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777552.000000 Penalty: 74538.125000
Iteration 453Q: 23 clusters Score -1.047776e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55007 members 
Mstep: Class 2 contains 5581 members 
Mstep: Class 3 contains 30666 members 
Mstep: Class 4 contains 57201 members 
Mstep: Class 5 contains 4703 members 
Mstep: Class 6 contains 22057 members 
Mstep: Class 7 contains 12440 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15572 members 
Mstep: Class 12 contains 44081 members 
Mstep: Class 13 contains 260901 members 
Mstep: Class 14 contains 93630 members 
Mstep: Class 15 contains 182878 members 
Mstep: Class 16 contains 2952 members 
Mstep: Class 17 contains 4300 members 
Mstep: Class 18 contains 28548 members 
Mstep: Class 19 contains 19280 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6899 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777480.000000 Penalty: 74538.125000
Iteration 454Q: 23 clusters Score -1.047775e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55004 members 
Mstep: Class 2 contains 5582 members 
Mstep: Class 3 contains 30667 members 
Mstep: Class 4 contains 57197 members 
Mstep: Class 5 contains 4704 members 
Mstep: Class 6 contains 22060 members 
Mstep: Class 7 contains 12441 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15573 members 
Mstep: Class 12 contains 44081 members 
Mstep: Class 13 contains 260939 members 
Mstep: Class 14 contains 93618 members 
Mstep: Class 15 contains 182850 members 
Mstep: Class 16 contains 2952 members 
Mstep: Class 17 contains 4301 members 
Mstep: Class 18 contains 28547 members 
Mstep: Class 19 contains 19281 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6899 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777408.000000 Penalty: 74538.125000
Iteration 455Q: 23 clusters Score -1.047774e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 55000 members 
Mstep: Class 2 contains 5584 members 
Mstep: Class 3 contains 30667 members 
Mstep: Class 4 contains 57194 members 
Mstep: Class 5 contains 4703 members 
Mstep: Class 6 contains 22061 members 
Mstep: Class 7 contains 12443 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15573 members 
Mstep: Class 12 contains 44081 members 
Mstep: Class 13 contains 260962 members 
Mstep: Class 14 contains 93607 members 
Mstep: Class 15 contains 182846 members 
Mstep: Class 16 contains 2952 members 
Mstep: Class 17 contains 4300 members 
Mstep: Class 18 contains 28544 members 
Mstep: Class 19 contains 19280 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6899 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777392.000000 Penalty: 74538.125000
Iteration 456Q: 23 clusters Score -1.047774e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54995 members 
Mstep: Class 2 contains 5586 members 
Mstep: Class 3 contains 30663 members 
Mstep: Class 4 contains 57193 members 
Mstep: Class 5 contains 4702 members 
Mstep: Class 6 contains 22061 members 
Mstep: Class 7 contains 12446 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15575 members 
Mstep: Class 12 contains 44080 members 
Mstep: Class 13 contains 260980 members 
Mstep: Class 14 contains 93606 members 
Mstep: Class 15 contains 182837 members 
Mstep: Class 16 contains 2951 members 
Mstep: Class 17 contains 4300 members 
Mstep: Class 18 contains 28544 members 
Mstep: Class 19 contains 19277 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6900 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777384.000000 Penalty: 74538.125000
Iteration 457Q: 23 clusters Score -1.047774e+08 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54988 members 
Mstep: Class 2 contains 5590 members 
Mstep: Class 3 contains 30662 members 
Mstep: Class 4 contains 57191 members 
Mstep: Class 5 contains 4701 members 
Mstep: Class 6 contains 22062 members 
Mstep: Class 7 contains 12448 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15576 members 
Mstep: Class 12 contains 44079 members 
Mstep: Class 13 contains 260996 members 
Mstep: Class 14 contains 93593 members 
Mstep: Class 15 contains 182837 members 
Mstep: Class 16 contains 2951 members 
Mstep: Class 17 contains 4301 members 
Mstep: Class 18 contains 28545 members 
Mstep: Class 19 contains 19276 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6900 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777472.000000 Penalty: 74538.125000
Iteration 458Q: 23 clusters Score -1.047775e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54982 members 
Mstep: Class 2 contains 5594 members 
Mstep: Class 3 contains 30659 members 
Mstep: Class 4 contains 57189 members 
Mstep: Class 5 contains 4700 members 
Mstep: Class 6 contains 22063 members 
Mstep: Class 7 contains 12450 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15576 members 
Mstep: Class 12 contains 44081 members 
Mstep: Class 13 contains 261019 members 
Mstep: Class 14 contains 93585 members 
Mstep: Class 15 contains 182828 members 
Mstep: Class 16 contains 2951 members 
Mstep: Class 17 contains 4300 members 
Mstep: Class 18 contains 28545 members 
Mstep: Class 19 contains 19274 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6900 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777416.000000 Penalty: 74538.125000
Iteration 459Q: 23 clusters Score -1.047774e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54974 members 
Mstep: Class 2 contains 5597 members 
Mstep: Class 3 contains 30656 members 
Mstep: Class 4 contains 57196 members 
Mstep: Class 5 contains 4699 members 
Mstep: Class 6 contains 22065 members 
Mstep: Class 7 contains 12451 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15575 members 
Mstep: Class 12 contains 44082 members 
Mstep: Class 13 contains 261045 members 
Mstep: Class 14 contains 93579 members 
Mstep: Class 15 contains 182805 members 
Mstep: Class 16 contains 2951 members 
Mstep: Class 17 contains 4301 members 
Mstep: Class 18 contains 28546 members 
Mstep: Class 19 contains 19274 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6900 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777456.000000 Penalty: 74538.125000
Iteration 460F: 23 clusters Score -1.047775e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54968 members 
Mstep: Class 2 contains 5598 members 
Mstep: Class 3 contains 30657 members 
Mstep: Class 4 contains 57195 members 
Mstep: Class 5 contains 4699 members 
Mstep: Class 6 contains 22067 members 
Mstep: Class 7 contains 12452 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15575 members 
Mstep: Class 12 contains 44082 members 
Mstep: Class 13 contains 261078 members 
Mstep: Class 14 contains 93572 members 
Mstep: Class 15 contains 182778 members 
Mstep: Class 16 contains 2951 members 
Mstep: Class 17 contains 4302 members 
Mstep: Class 18 contains 28546 members 
Mstep: Class 19 contains 19276 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6900 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777440.000000 Penalty: 74538.125000
Iteration 461Q: 23 clusters Score -1.047774e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54965 members 
Mstep: Class 2 contains 5598 members 
Mstep: Class 3 contains 30657 members 
Mstep: Class 4 contains 57197 members 
Mstep: Class 5 contains 4699 members 
Mstep: Class 6 contains 22069 members 
Mstep: Class 7 contains 12452 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15575 members 
Mstep: Class 12 contains 44083 members 
Mstep: Class 13 contains 261108 members 
Mstep: Class 14 contains 93566 members 
Mstep: Class 15 contains 182748 members 
Mstep: Class 16 contains 2951 members 
Mstep: Class 17 contains 4305 members 
Mstep: Class 18 contains 28544 members 
Mstep: Class 19 contains 19278 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6901 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777416.000000 Penalty: 74538.125000
Iteration 462Q: 23 clusters Score -1.047774e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54963 members 
Mstep: Class 2 contains 5598 members 
Mstep: Class 3 contains 30653 members 
Mstep: Class 4 contains 57199 members 
Mstep: Class 5 contains 4699 members 
Mstep: Class 6 contains 22068 members 
Mstep: Class 7 contains 12452 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15574 members 
Mstep: Class 12 contains 44083 members 
Mstep: Class 13 contains 261150 members 
Mstep: Class 14 contains 93560 members 
Mstep: Class 15 contains 182720 members 
Mstep: Class 16 contains 2951 members 
Mstep: Class 17 contains 4305 members 
Mstep: Class 18 contains 28543 members 
Mstep: Class 19 contains 19277 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6901 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777528.000000 Penalty: 74538.125000
Iteration 463Q: 23 clusters Score -1.047775e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54962 members 
Mstep: Class 2 contains 5598 members 
Mstep: Class 3 contains 30649 members 
Mstep: Class 4 contains 57199 members 
Mstep: Class 5 contains 4699 members 
Mstep: Class 6 contains 22069 members 
Mstep: Class 7 contains 12452 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15574 members 
Mstep: Class 12 contains 44083 members 
Mstep: Class 13 contains 261180 members 
Mstep: Class 14 contains 93551 members 
Mstep: Class 15 contains 182706 members 
Mstep: Class 16 contains 2951 members 
Mstep: Class 17 contains 4306 members 
Mstep: Class 18 contains 28544 members 
Mstep: Class 19 contains 19272 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6901 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777608.000000 Penalty: 74538.125000
Iteration 464Q: 23 clusters Score -1.047776e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54961 members 
Mstep: Class 2 contains 5599 members 
Mstep: Class 3 contains 30645 members 
Mstep: Class 4 contains 57197 members 
Mstep: Class 5 contains 4699 members 
Mstep: Class 6 contains 22071 members 
Mstep: Class 7 contains 12452 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15572 members 
Mstep: Class 12 contains 44086 members 
Mstep: Class 13 contains 261222 members 
Mstep: Class 14 contains 93537 members 
Mstep: Class 15 contains 182687 members 
Mstep: Class 16 contains 2951 members 
Mstep: Class 17 contains 4306 members 
Mstep: Class 18 contains 28544 members 
Mstep: Class 19 contains 19266 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6901 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777520.000000 Penalty: 74538.125000
Iteration 465Q: 23 clusters Score -1.047775e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54963 members 
Mstep: Class 2 contains 5600 members 
Mstep: Class 3 contains 30641 members 
Mstep: Class 4 contains 57189 members 
Mstep: Class 5 contains 4699 members 
Mstep: Class 6 contains 22073 members 
Mstep: Class 7 contains 12451 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15571 members 
Mstep: Class 12 contains 44090 members 
Mstep: Class 13 contains 261252 members 
Mstep: Class 14 contains 93527 members 
Mstep: Class 15 contains 182677 members 
Mstep: Class 16 contains 2951 members 
Mstep: Class 17 contains 4306 members 
Mstep: Class 18 contains 28543 members 
Mstep: Class 19 contains 19262 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6901 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777528.000000 Penalty: 74538.125000
Iteration 466Q: 23 clusters Score -1.047775e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54962 members 
Mstep: Class 2 contains 5601 members 
Mstep: Class 3 contains 30639 members 
Mstep: Class 4 contains 57186 members 
Mstep: Class 5 contains 4700 members 
Mstep: Class 6 contains 22074 members 
Mstep: Class 7 contains 12451 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15570 members 
Mstep: Class 12 contains 44090 members 
Mstep: Class 13 contains 261270 members 
Mstep: Class 14 contains 93517 members 
Mstep: Class 15 contains 182678 members 
Mstep: Class 16 contains 2951 members 
Mstep: Class 17 contains 4306 members 
Mstep: Class 18 contains 28538 members 
Mstep: Class 19 contains 19262 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6901 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777480.000000 Penalty: 74538.125000
Iteration 467Q: 23 clusters Score -1.047775e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54961 members 
Mstep: Class 2 contains 5602 members 
Mstep: Class 3 contains 30635 members 
Mstep: Class 4 contains 57189 members 
Mstep: Class 5 contains 4700 members 
Mstep: Class 6 contains 22074 members 
Mstep: Class 7 contains 12451 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15569 members 
Mstep: Class 12 contains 44089 members 
Mstep: Class 13 contains 261293 members 
Mstep: Class 14 contains 93510 members 
Mstep: Class 15 contains 182665 members 
Mstep: Class 16 contains 2951 members 
Mstep: Class 17 contains 4306 members 
Mstep: Class 18 contains 28539 members 
Mstep: Class 19 contains 19261 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6901 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777464.000000 Penalty: 74538.125000
Iteration 468Q: 23 clusters Score -1.047775e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54961 members 
Mstep: Class 2 contains 5605 members 
Mstep: Class 3 contains 30629 members 
Mstep: Class 4 contains 57194 members 
Mstep: Class 5 contains 4700 members 
Mstep: Class 6 contains 22075 members 
Mstep: Class 7 contains 12451 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15569 members 
Mstep: Class 12 contains 44089 members 
Mstep: Class 13 contains 261310 members 
Mstep: Class 14 contains 93502 members 
Mstep: Class 15 contains 182654 members 
Mstep: Class 16 contains 2951 members 
Mstep: Class 17 contains 4306 members 
Mstep: Class 18 contains 28541 members 
Mstep: Class 19 contains 19257 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6902 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777480.000000 Penalty: 74538.125000
Iteration 469Q: 23 clusters Score -1.047775e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54961 members 
Mstep: Class 2 contains 5605 members 
Mstep: Class 3 contains 30628 members 
Mstep: Class 4 contains 57197 members 
Mstep: Class 5 contains 4700 members 
Mstep: Class 6 contains 22074 members 
Mstep: Class 7 contains 12450 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15569 members 
Mstep: Class 12 contains 44088 members 
Mstep: Class 13 contains 261332 members 
Mstep: Class 14 contains 93488 members 
Mstep: Class 15 contains 182642 members 
Mstep: Class 16 contains 2951 members 
Mstep: Class 17 contains 4306 members 
Mstep: Class 18 contains 28546 members 
Mstep: Class 19 contains 19257 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6902 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777368.000000 Penalty: 74538.125000
Iteration 470Q: 23 clusters Score -1.047774e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54963 members 
Mstep: Class 2 contains 5605 members 
Mstep: Class 3 contains 30626 members 
Mstep: Class 4 contains 57201 members 
Mstep: Class 5 contains 4700 members 
Mstep: Class 6 contains 22075 members 
Mstep: Class 7 contains 12450 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15569 members 
Mstep: Class 12 contains 44084 members 
Mstep: Class 13 contains 261362 members 
Mstep: Class 14 contains 93487 members 
Mstep: Class 15 contains 182615 members 
Mstep: Class 16 contains 2951 members 
Mstep: Class 17 contains 4306 members 
Mstep: Class 18 contains 28544 members 
Mstep: Class 19 contains 19256 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6902 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777456.000000 Penalty: 74538.125000
Iteration 471Q: 23 clusters Score -1.047775e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54964 members 
Mstep: Class 2 contains 5605 members 
Mstep: Class 3 contains 30622 members 
Mstep: Class 4 contains 57206 members 
Mstep: Class 5 contains 4700 members 
Mstep: Class 6 contains 22075 members 
Mstep: Class 7 contains 12451 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15569 members 
Mstep: Class 12 contains 44078 members 
Mstep: Class 13 contains 261397 members 
Mstep: Class 14 contains 93481 members 
Mstep: Class 15 contains 182591 members 
Mstep: Class 16 contains 2950 members 
Mstep: Class 17 contains 4306 members 
Mstep: Class 18 contains 28543 members 
Mstep: Class 19 contains 19255 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6903 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777472.000000 Penalty: 74538.125000
Iteration 472Q: 23 clusters Score -1.047775e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54960 members 
Mstep: Class 2 contains 5606 members 
Mstep: Class 3 contains 30618 members 
Mstep: Class 4 contains 57213 members 
Mstep: Class 5 contains 4700 members 
Mstep: Class 6 contains 22075 members 
Mstep: Class 7 contains 12452 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15568 members 
Mstep: Class 12 contains 44076 members 
Mstep: Class 13 contains 261426 members 
Mstep: Class 14 contains 93474 members 
Mstep: Class 15 contains 182575 members 
Mstep: Class 16 contains 2949 members 
Mstep: Class 17 contains 4304 members 
Mstep: Class 18 contains 28541 members 
Mstep: Class 19 contains 19255 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6904 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777504.000000 Penalty: 74538.125000
Iteration 473Q: 23 clusters Score -1.047775e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54959 members 
Mstep: Class 2 contains 5608 members 
Mstep: Class 3 contains 30614 members 
Mstep: Class 4 contains 57224 members 
Mstep: Class 5 contains 4700 members 
Mstep: Class 6 contains 22074 members 
Mstep: Class 7 contains 12452 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15567 members 
Mstep: Class 12 contains 44074 members 
Mstep: Class 13 contains 261455 members 
Mstep: Class 14 contains 93463 members 
Mstep: Class 15 contains 182555 members 
Mstep: Class 16 contains 2948 members 
Mstep: Class 17 contains 4304 members 
Mstep: Class 18 contains 28539 members 
Mstep: Class 19 contains 19255 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6905 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777464.000000 Penalty: 74538.125000
Iteration 474Q: 23 clusters Score -1.047775e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54960 members 
Mstep: Class 2 contains 5609 members 
Mstep: Class 3 contains 30612 members 
Mstep: Class 4 contains 57230 members 
Mstep: Class 5 contains 4700 members 
Mstep: Class 6 contains 22073 members 
Mstep: Class 7 contains 12452 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15568 members 
Mstep: Class 12 contains 44072 members 
Mstep: Class 13 contains 261476 members 
Mstep: Class 14 contains 93462 members 
Mstep: Class 15 contains 182533 members 
Mstep: Class 16 contains 2947 members 
Mstep: Class 17 contains 4305 members 
Mstep: Class 18 contains 28536 members 
Mstep: Class 19 contains 19256 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6905 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777496.000000 Penalty: 74538.125000
Iteration 475Q: 23 clusters Score -1.047775e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54958 members 
Mstep: Class 2 contains 5610 members 
Mstep: Class 3 contains 30608 members 
Mstep: Class 4 contains 57233 members 
Mstep: Class 5 contains 4700 members 
Mstep: Class 6 contains 22073 members 
Mstep: Class 7 contains 12454 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15567 members 
Mstep: Class 12 contains 44071 members 
Mstep: Class 13 contains 261510 members 
Mstep: Class 14 contains 93454 members 
Mstep: Class 15 contains 182509 members 
Mstep: Class 16 contains 2947 members 
Mstep: Class 17 contains 4306 members 
Mstep: Class 18 contains 28533 members 
Mstep: Class 19 contains 19258 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6905 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777456.000000 Penalty: 74538.125000
Iteration 476Q: 23 clusters Score -1.047775e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54955 members 
Mstep: Class 2 contains 5612 members 
Mstep: Class 3 contains 30607 members 
Mstep: Class 4 contains 57234 members 
Mstep: Class 5 contains 4700 members 
Mstep: Class 6 contains 22071 members 
Mstep: Class 7 contains 12455 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15567 members 
Mstep: Class 12 contains 44068 members 
Mstep: Class 13 contains 261543 members 
Mstep: Class 14 contains 93448 members 
Mstep: Class 15 contains 182492 members 
Mstep: Class 16 contains 2947 members 
Mstep: Class 17 contains 4306 members 
Mstep: Class 18 contains 28530 members 
Mstep: Class 19 contains 19256 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6905 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777376.000000 Penalty: 74538.125000
Iteration 477Q: 23 clusters Score -1.047774e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54953 members 
Mstep: Class 2 contains 5613 members 
Mstep: Class 3 contains 30606 members 
Mstep: Class 4 contains 57233 members 
Mstep: Class 5 contains 4700 members 
Mstep: Class 6 contains 22070 members 
Mstep: Class 7 contains 12455 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15568 members 
Mstep: Class 12 contains 44068 members 
Mstep: Class 13 contains 261565 members 
Mstep: Class 14 contains 93440 members 
Mstep: Class 15 contains 182484 members 
Mstep: Class 16 contains 2947 members 
Mstep: Class 17 contains 4306 members 
Mstep: Class 18 contains 28529 members 
Mstep: Class 19 contains 19254 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6905 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777424.000000 Penalty: 74538.125000
Iteration 478Q: 23 clusters Score -1.047774e+08 nChanged 94
Entering ConstructFrom: 
Score: -104777424.000000 Penalty: 74538.125000
Entering ConstructFrom: 
Trying to split cluster 1 (54952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54952 members 
Entering Unmasked Estep 
Score: -6671021.000000 Penalty: 2706.725342
	Iteration 0F: 2 clusters Score -6671021 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -6633965.000000 Penalty: 5413.450684
	Iteration 0F: 3 clusters Score -6633965 nChanged 25426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -6648002.500000 Penalty: 5413.450684
	Iteration 1F: 3 clusters Score -6648002 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 27877 members 
Entering Unmasked Estep 
Score: -6648526.000000 Penalty: 5413.450684
	Iteration 2Q: 3 clusters Score -6648526 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 28141 members 
Entering Unmasked Estep 
Score: -6649102.000000 Penalty: 5413.450684
	Iteration 3Q: 3 clusters Score -6649102 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26315 members 
Mstep: Class 2 contains 28637 members 
Entering Unmasked Estep 
Score: -6649805.500000 Penalty: 5413.450684
	Iteration 4Q: 3 clusters Score -6649806 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 29298 members 
Entering Unmasked Estep 
Score: -6650659.500000 Penalty: 5413.450684
	Iteration 5Q: 3 clusters Score -6650660 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -6651736.500000 Penalty: 5413.450684
	Iteration 6Q: 3 clusters Score -6651736 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 31326 members 
Entering Unmasked Estep 
Score: -6652995.500000 Penalty: 5413.450684
	Iteration 7F: 3 clusters Score -6652996 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22227 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -6654427.000000 Penalty: 5413.450684
	Iteration 8F: 3 clusters Score -6654427 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
Score: -6655912.500000 Penalty: 5413.450684
	Iteration 9F: 3 clusters Score -6655912 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -6657263.500000 Penalty: 5413.450684
	Iteration 10F: 3 clusters Score -6657264 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -6658405.500000 Penalty: 5413.450684
	Iteration 11Q: 3 clusters Score -6658406 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 38400 members 
Entering Unmasked Estep 
Score: -6659127.500000 Penalty: 5413.450684
	Iteration 12Q: 3 clusters Score -6659128 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 39263 members 
Entering Unmasked Estep 
Score: -6659618.000000 Penalty: 5413.450684
	Iteration 13Q: 3 clusters Score -6659618 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 39902 members 
Entering Unmasked Estep 
Score: -6659987.500000 Penalty: 5413.450684
	Iteration 14Q: 3 clusters Score -6659988 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 40408 members 
Entering Unmasked Estep 
Score: -6660208.000000 Penalty: 5413.450684
	Iteration 15Q: 3 clusters Score -6660208 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 40863 members 
Entering Unmasked Estep 
Score: -6660353.500000 Penalty: 5413.450684
	Iteration 16Q: 3 clusters Score -6660354 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 41290 members 
Entering Unmasked Estep 
Score: -6660471.500000 Penalty: 5413.450684
	Iteration 17Q: 3 clusters Score -6660472 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 41700 members 
Entering Unmasked Estep 
Score: -6660589.000000 Penalty: 5413.450684
	Iteration 18Q: 3 clusters Score -6660589 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 42076 members 
Entering Unmasked Estep 
Score: -6660677.500000 Penalty: 5413.450684
	Iteration 19Q: 3 clusters Score -6660678 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 42474 members 
Entering Unmasked Estep 
Score: -6660830.000000 Penalty: 5413.450684
	Iteration 20F: 3 clusters Score -6660830 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 42905 members 
Entering Unmasked Estep 
Score: -6660902.000000 Penalty: 5413.450684
	Iteration 21Q: 3 clusters Score -6660902 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 43334 members 
Entering Unmasked Estep 
Score: -6660975.500000 Penalty: 5413.450684
	Iteration 22Q: 3 clusters Score -6660976 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 43831 members 
Entering Unmasked Estep 
Score: -6661039.500000 Penalty: 5413.450684
	Iteration 23Q: 3 clusters Score -6661040 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 44358 members 
Entering Unmasked Estep 
Score: -6661184.500000 Penalty: 5413.450684
	Iteration 24Q: 3 clusters Score -6661184 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 44892 members 
Entering Unmasked Estep 
Score: -6661352.500000 Penalty: 5413.450684
	Iteration 25Q: 3 clusters Score -6661352 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 45494 members 
Entering Unmasked Estep 
Score: -6661573.500000 Penalty: 5413.450684
	Iteration 26Q: 3 clusters Score -6661574 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 46183 members 
Entering Unmasked Estep 
Score: -6661836.500000 Penalty: 5413.450684
	Iteration 27Q: 3 clusters Score -6661836 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 46968 members 
Entering Unmasked Estep 
Score: -6662223.000000 Penalty: 5413.450684
	Iteration 28Q: 3 clusters Score -6662223 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 47861 members 
Entering Unmasked Estep 
Score: -6662860.000000 Penalty: 5413.450684
	Iteration 29Q: 3 clusters Score -6662860 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 48820 members 
Entering Unmasked Estep 
Score: -6664331.000000 Penalty: 5413.450684
	Iteration 30Q: 3 clusters Score -6664331 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 49616 members 
Entering Unmasked Estep 
Score: -6666843.000000 Penalty: 5413.450684
	Iteration 31Q: 3 clusters Score -6666843 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 49823 members 
Entering Unmasked Estep 
Score: -6667554.500000 Penalty: 5413.450684
	Iteration 32Q: 3 clusters Score -6667554 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 50038 members 
Entering Unmasked Estep 
Score: -6667778.000000 Penalty: 5413.450684
	Iteration 33Q: 3 clusters Score -6667778 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 50244 members 
Entering Unmasked Estep 
Score: -6667870.000000 Penalty: 5413.450684
	Iteration 34Q: 3 clusters Score -6667870 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 50416 members 
Entering Unmasked Estep 
Score: -6667935.500000 Penalty: 5413.450684
	Iteration 35Q: 3 clusters Score -6667936 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 50564 members 
Entering Unmasked Estep 
Score: -6667975.000000 Penalty: 5413.450684
	Iteration 36Q: 3 clusters Score -6667975 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 50690 members 
Entering Unmasked Estep 
Score: -6668015.000000 Penalty: 5413.450684
	Iteration 37Q: 3 clusters Score -6668015 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 50807 members 
Entering Unmasked Estep 
Score: -6668027.500000 Penalty: 5413.450684
	Iteration 38Q: 3 clusters Score -6668028 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 50900 members 
Entering Unmasked Estep 
Score: -6668061.500000 Penalty: 5413.450684
	Iteration 39Q: 3 clusters Score -6668062 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 50977 members 
Entering Unmasked Estep 
Score: -6668079.500000 Penalty: 5413.450684
	Iteration 40F: 3 clusters Score -6668080 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 51053 members 
Entering Unmasked Estep 
Score: -6668109.500000 Penalty: 5413.450684
	Iteration 41Q: 3 clusters Score -6668110 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 51132 members 
Entering Unmasked Estep 
Score: -6668134.500000 Penalty: 5413.450684
	Iteration 42Q: 3 clusters Score -6668134 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 51199 members 
Entering Unmasked Estep 
Score: -6668143.000000 Penalty: 5413.450684
	Iteration 43Q: 3 clusters Score -6668143 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 51256 members 
Entering Unmasked Estep 
Score: -6668149.500000 Penalty: 5413.450684
	Iteration 44Q: 3 clusters Score -6668150 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 51310 members 
Entering Unmasked Estep 
Score: -6668171.000000 Penalty: 5413.450684
	Iteration 45Q: 3 clusters Score -6668171 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 51353 members 
Entering Unmasked Estep 
Score: -6668177.500000 Penalty: 5413.450684
	Iteration 46Q: 3 clusters Score -6668178 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 51401 members 
Entering Unmasked Estep 
Score: -6668171.500000 Penalty: 5413.450684
	Iteration 47Q: 3 clusters Score -6668172 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 51438 members 
Entering Unmasked Estep 
Score: -6668176.500000 Penalty: 5413.450684
	Iteration 48Q: 3 clusters Score -6668176 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 51469 members 
Entering Unmasked Estep 
Score: -6668185.000000 Penalty: 5413.450684
	Iteration 49Q: 3 clusters Score -6668185 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 51502 members 
Entering Unmasked Estep 
Score: -6668188.000000 Penalty: 5413.450684
	Iteration 50Q: 3 clusters Score -6668188 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 51534 members 
Entering Unmasked Estep 
Score: -6668195.500000 Penalty: 5413.450684
	Iteration 51Q: 3 clusters Score -6668196 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 51557 members 
Entering Unmasked Estep 
Score: -6668197.000000 Penalty: 5413.450684
	Iteration 52Q: 3 clusters Score -6668197 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 51580 members 
Entering Unmasked Estep 
Score: -6668208.500000 Penalty: 5413.450684
	Iteration 53Q: 3 clusters Score -6668208 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 51609 members 
Entering Unmasked Estep 
Score: -6668217.000000 Penalty: 5413.450684
	Iteration 54Q: 3 clusters Score -6668217 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 51636 members 
Entering Unmasked Estep 
Score: -6668210.500000 Penalty: 5413.450684
	Iteration 55Q: 3 clusters Score -6668210 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 51661 members 
Entering Unmasked Estep 
Score: -6668210.000000 Penalty: 5413.450684
	Iteration 56Q: 3 clusters Score -6668210 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 51694 members 
Entering Unmasked Estep 
Score: -6668218.500000 Penalty: 5413.450684
	Iteration 57Q: 3 clusters Score -6668218 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 51730 members 
Entering Unmasked Estep 
Score: -6668226.000000 Penalty: 5413.450684
	Iteration 58Q: 3 clusters Score -6668226 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 51769 members 
Entering Unmasked Estep 
Score: -6668236.000000 Penalty: 5413.450684
	Iteration 59Q: 3 clusters Score -6668236 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 51806 members 
Entering Unmasked Estep 
Score: -6668256.000000 Penalty: 5413.450684
	Iteration 60F: 3 clusters Score -6668256 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 51837 members 
Entering Unmasked Estep 
Score: -6668260.500000 Penalty: 5413.450684
	Iteration 61Q: 3 clusters Score -6668260 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 51867 members 
Entering Unmasked Estep 
Score: -6668257.500000 Penalty: 5413.450684
	Iteration 62Q: 3 clusters Score -6668258 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 51897 members 
Entering Unmasked Estep 
Score: -6668248.500000 Penalty: 5413.450684
	Iteration 63Q: 3 clusters Score -6668248 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 51933 members 
Entering Unmasked Estep 
Score: -6668262.000000 Penalty: 5413.450684
	Iteration 64Q: 3 clusters Score -6668262 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 51970 members 
Entering Unmasked Estep 
Score: -6668266.500000 Penalty: 5413.450684
	Iteration 65Q: 3 clusters Score -6668266 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 52015 members 
Entering Unmasked Estep 
Score: -6668274.500000 Penalty: 5413.450684
	Iteration 66Q: 3 clusters Score -6668274 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 52049 members 
Entering Unmasked Estep 
Score: -6668281.500000 Penalty: 5413.450684
	Iteration 67Q: 3 clusters Score -6668282 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 52083 members 
Entering Unmasked Estep 
Score: -6668280.500000 Penalty: 5413.450684
	Iteration 68Q: 3 clusters Score -6668280 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 52108 members 
Entering Unmasked Estep 
Score: -6668285.500000 Penalty: 5413.450684
	Iteration 69Q: 3 clusters Score -6668286 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 52138 members 
Entering Unmasked Estep 
Score: -6668308.500000 Penalty: 5413.450684
	Iteration 70Q: 3 clusters Score -6668308 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 52172 members 
Entering Unmasked Estep 
Score: -6668320.500000 Penalty: 5413.450684
	Iteration 71Q: 3 clusters Score -6668320 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 52213 members 
Entering Unmasked Estep 
Score: -6668337.000000 Penalty: 5413.450684
	Iteration 72Q: 3 clusters Score -6668337 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 52255 members 
Entering Unmasked Estep 
Score: -6668346.500000 Penalty: 5413.450684
	Iteration 73Q: 3 clusters Score -6668346 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 52286 members 
Entering Unmasked Estep 
Score: -6668342.500000 Penalty: 5413.450684
	Iteration 74Q: 3 clusters Score -6668342 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 52318 members 
Entering Unmasked Estep 
Score: -6668345.500000 Penalty: 5413.450684
	Iteration 75Q: 3 clusters Score -6668346 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 52343 members 
Entering Unmasked Estep 
Score: -6668350.000000 Penalty: 5413.450684
	Iteration 76Q: 3 clusters Score -6668350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 52360 members 
Entering Unmasked Estep 
Score: -6668354.000000 Penalty: 5413.450684
	Iteration 77Q: 3 clusters Score -6668354 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 52382 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -6668354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 52403 members 
Entering Unmasked Estep 
Score: -6668373.500000 Penalty: 5413.450684
	Iteration 79Q: 3 clusters Score -6668374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 52421 members 
Entering Unmasked Estep 
Score: -6668380.500000 Penalty: 5413.450684
	Iteration 80F: 3 clusters Score -6668380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 52435 members 
Entering Unmasked Estep 
Score: -6668384.000000 Penalty: 5413.450684
	Iteration 81Q: 3 clusters Score -6668384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 52449 members 
Entering Unmasked Estep 
Score: -6668381.500000 Penalty: 5413.450684
	Iteration 82Q: 3 clusters Score -6668382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 52459 members 
Entering Unmasked Estep 
Score: -6668372.000000 Penalty: 5413.450684
	Iteration 83Q: 3 clusters Score -6668372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 52469 members 
Entering Unmasked Estep 
Score: -6668380.500000 Penalty: 5413.450684
	Iteration 84Q: 3 clusters Score -6668380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 52480 members 
Entering Unmasked Estep 
Score: -6668375.500000 Penalty: 5413.450684
	Iteration 85Q: 3 clusters Score -6668376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 52491 members 
Entering Unmasked Estep 
Score: -6668383.000000 Penalty: 5413.450684
	Iteration 86Q: 3 clusters Score -6668383 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 52505 members 
Entering Unmasked Estep 
Score: -6668371.000000 Penalty: 5413.450684
	Iteration 87Q: 3 clusters Score -6668371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 52516 members 
Entering Unmasked Estep 
Score: -6668378.000000 Penalty: 5413.450684
	Iteration 88Q: 3 clusters Score -6668378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 52527 members 
Entering Unmasked Estep 
Score: -6668377.000000 Penalty: 5413.450684
	Iteration 89Q: 3 clusters Score -6668377 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 52542 members 
Entering Unmasked Estep 
Score: -6668383.500000 Penalty: 5413.450684
	Iteration 90Q: 3 clusters Score -6668384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 52553 members 
Entering Unmasked Estep 
Score: -6668399.000000 Penalty: 5413.450684
	Iteration 91Q: 3 clusters Score -6668399 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 52565 members 
Entering Unmasked Estep 
Score: -6668400.500000 Penalty: 5413.450684
	Iteration 92Q: 3 clusters Score -6668400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 52575 members 
Entering Unmasked Estep 
Score: -6668405.000000 Penalty: 5413.450684
	Iteration 93Q: 3 clusters Score -6668405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 52586 members 
Entering Unmasked Estep 
Score: -6668395.500000 Penalty: 5413.450684
	Iteration 94Q: 3 clusters Score -6668396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 52596 members 
Entering Unmasked Estep 
Score: -6668404.000000 Penalty: 5413.450684
	Iteration 95Q: 3 clusters Score -6668404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 52604 members 
Entering Unmasked Estep 
Score: -6668399.000000 Penalty: 5413.450684
	Iteration 96Q: 3 clusters Score -6668399 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 52618 members 
Entering Unmasked Estep 
Score: -6668399.500000 Penalty: 5413.450684
	Iteration 97Q: 3 clusters Score -6668400 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 52631 members 
Entering Unmasked Estep 
Score: -6668413.000000 Penalty: 5413.450684
	Iteration 98Q: 3 clusters Score -6668413 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 52646 members 
Entering Unmasked Estep 
Score: -6668413.000000 Penalty: 5413.450684
	Iteration 99Q: 3 clusters Score -6668413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 52653 members 
Entering Unmasked Estep 
Score: -6668419.500000 Penalty: 5413.450684
	Iteration 100F: 3 clusters Score -6668420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 52663 members 
Entering Unmasked Estep 
Score: -6668430.500000 Penalty: 5413.450684
	Iteration 101Q: 3 clusters Score -6668430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 52674 members 
Entering Unmasked Estep 
Score: -6668426.000000 Penalty: 5413.450684
	Iteration 102Q: 3 clusters Score -6668426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 52682 members 
Entering Unmasked Estep 
Score: -6668433.000000 Penalty: 5413.450684
	Iteration 103Q: 3 clusters Score -6668433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 52691 members 
Entering Unmasked Estep 
Score: -6668427.000000 Penalty: 5413.450684
	Iteration 104Q: 3 clusters Score -6668427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 52703 members 
Entering Unmasked Estep 
Score: -6668421.000000 Penalty: 5413.450684
	Iteration 105Q: 3 clusters Score -6668421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 52712 members 
Entering Unmasked Estep 
Score: -6668429.500000 Penalty: 5413.450684
	Iteration 106Q: 3 clusters Score -6668430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 52719 members 
Entering Unmasked Estep 
Score: -6668432.500000 Penalty: 5413.450684
	Iteration 107Q: 3 clusters Score -6668432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 52726 members 
Entering Unmasked Estep 
Score: -6668440.000000 Penalty: 5413.450684
	Iteration 108Q: 3 clusters Score -6668440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 52733 members 
Entering Unmasked Estep 
Score: -6668443.500000 Penalty: 5413.450684
	Iteration 109Q: 3 clusters Score -6668444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 52742 members 
Entering Unmasked Estep 
Score: -6668443.500000 Penalty: 5413.450684
	Iteration 110Q: 3 clusters Score -6668444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 52753 members 
Entering Unmasked Estep 
Score: -6668434.000000 Penalty: 5413.450684
	Iteration 111Q: 3 clusters Score -6668434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 52761 members 
Entering Unmasked Estep 
Score: -6668441.500000 Penalty: 5413.450684
	Iteration 112Q: 3 clusters Score -6668442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 52769 members 
Entering Unmasked Estep 
Score: -6668437.000000 Penalty: 5413.450684
	Iteration 113Q: 3 clusters Score -6668437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 52780 members 
Entering Unmasked Estep 
Score: -6668443.000000 Penalty: 5413.450684
	Iteration 114Q: 3 clusters Score -6668443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 52789 members 
Entering Unmasked Estep 
Score: -6668432.500000 Penalty: 5413.450684
	Iteration 115Q: 3 clusters Score -6668432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 52795 members 
Entering Unmasked Estep 
Score: -6668438.000000 Penalty: 5413.450684
	Iteration 116Q: 3 clusters Score -6668438 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 52799 members 
Entering Unmasked Estep 
Score: -6668440.500000 Penalty: 5413.450684
	Iteration 117Q: 3 clusters Score -6668440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 52802 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6668438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 52805 members 
Entering Unmasked Estep 
Score: -6668442.000000 Penalty: 5413.450684
	Iteration 119Q: 3 clusters Score -6668442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 52810 members 
Entering Unmasked Estep 
Score: -6668436.000000 Penalty: 5413.450684
	Iteration 120F: 3 clusters Score -6668436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 52813 members 
Entering Unmasked Estep 
Score: -6668439.000000 Penalty: 5413.450684
	Iteration 121Q: 3 clusters Score -6668439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 52816 members 
Entering Unmasked Estep 
Score: -6668441.500000 Penalty: 5413.450684
	Iteration 122Q: 3 clusters Score -6668442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 52821 members 
Entering Unmasked Estep 
Score: -6668442.500000 Penalty: 5413.450684
	Iteration 123Q: 3 clusters Score -6668442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 52823 members 
Entering Unmasked Estep 
Score: -6668446.500000 Penalty: 5413.450684
	Iteration 124Q: 3 clusters Score -6668446 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 52825 members 
Entering Unmasked Estep 
Score: -6668445.500000 Penalty: 5413.450684
	Iteration 125Q: 3 clusters Score -6668446 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 52828 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6668442 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2123 members 
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Entering Unmasked Estep 
Score: -6668435.500000 Penalty: 5413.450684
	Iteration 127Q: 3 clusters Score -6668436 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 52831 members 
Entering Unmasked Estep 
Score: -6668444.500000 Penalty: 5413.450684
	Iteration 128Q: 3 clusters Score -6668444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 52833 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -6668444 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 52836 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -6668445 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 2 contains 52839 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -6668440 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2109 members 
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Entering Unmasked Estep 
Score: -6668446.500000 Penalty: 5413.450684
	Iteration 132Q: 3 clusters Score -6668446 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -6668443 nChanged 3
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -6668442 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 2 contains 52848 members 
Entering Unmasked Estep 
Score: -6668440.000000 Penalty: 5413.450684
	Iteration 135Q: 3 clusters Score -6668440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 52854 members 
Entering Unmasked Estep 
Score: -6668445.000000 Penalty: 5413.450684
	Iteration 136Q: 3 clusters Score -6668445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 52861 members 
Entering Unmasked Estep 
Score: -6668447.000000 Penalty: 5413.450684
	Iteration 137Q: 3 clusters Score -6668447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 52867 members 
Entering Unmasked Estep 
Score: -6668454.500000 Penalty: 5413.450684
	Iteration 138Q: 3 clusters Score -6668454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 52872 members 
Entering Unmasked Estep 
Score: -6668455.500000 Penalty: 5413.450684
	Iteration 139Q: 3 clusters Score -6668456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 52876 members 
Entering Unmasked Estep 
Score: -6668453.000000 Penalty: 5413.450684
	Iteration 140F: 3 clusters Score -6668453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 52881 members 
Entering Unmasked Estep 
Score: -6668459.000000 Penalty: 5413.450684
	Iteration 141Q: 3 clusters Score -6668459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 52886 members 
Entering Unmasked Estep 
Score: -6668457.000000 Penalty: 5413.450684
	Iteration 142Q: 3 clusters Score -6668457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 52891 members 
Entering Unmasked Estep 
Score: -6668463.000000 Penalty: 5413.450684
	Iteration 143Q: 3 clusters Score -6668463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 52895 members 
Entering Unmasked Estep 
Score: -6668464.500000 Penalty: 5413.450684
	Iteration 144Q: 3 clusters Score -6668464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 52897 members 
Entering Unmasked Estep 
Score: -6668458.000000 Penalty: 5413.450684
	Iteration 145Q: 3 clusters Score -6668458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 52901 members 
Entering Unmasked Estep 
Score: -6668456.000000 Penalty: 5413.450684
	Iteration 146Q: 3 clusters Score -6668456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 52903 members 
Entering Unmasked Estep 
Score: -6668463.000000 Penalty: 5413.450684
	Iteration 147Q: 3 clusters Score -6668463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 52905 members 
Entering Unmasked Estep 
Score: -6668465.000000 Penalty: 5413.450684
	Iteration 148Q: 3 clusters Score -6668465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 52907 members 
Entering Unmasked Estep 
Score: -6668466.000000 Penalty: 5413.450684
	Iteration 149Q: 3 clusters Score -6668466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 52909 members 
Entering Unmasked Estep 
Score: -6668469.000000 Penalty: 5413.450684
	Iteration 150Q: 3 clusters Score -6668469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 52911 members 
Entering Unmasked Estep 
Score: -6668470.500000 Penalty: 5413.450684
	Iteration 151Q: 3 clusters Score -6668470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 52913 members 
Entering Unmasked Estep 
Score: -6668471.500000 Penalty: 5413.450684
	Iteration 152Q: 3 clusters Score -6668472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 52917 members 
Entering Unmasked Estep 
Score: -6668466.500000 Penalty: 5413.450684
	Iteration 153Q: 3 clusters Score -6668466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 52930 members 
Entering Unmasked Estep 
Score: -6668471.000000 Penalty: 5413.450684
	Iteration 154Q: 3 clusters Score -6668471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 52943 members 
Entering Unmasked Estep 
Score: -6668473.000000 Penalty: 5413.450684
	Iteration 155Q: 3 clusters Score -6668473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 52953 members 
Entering Unmasked Estep 
Score: -6668477.000000 Penalty: 5413.450684
	Iteration 156Q: 3 clusters Score -6668477 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 52965 members 
Entering Unmasked Estep 
Score: -6668482.500000 Penalty: 5413.450684
	Iteration 157Q: 3 clusters Score -6668482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 52976 members 
Entering Unmasked Estep 
Score: -6668485.500000 Penalty: 5413.450684
	Iteration 158Q: 3 clusters Score -6668486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 52983 members 
Entering Unmasked Estep 
Score: -6668483.000000 Penalty: 5413.450684
	Iteration 159Q: 3 clusters Score -6668483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 52992 members 
Entering Unmasked Estep 
Score: -6668478.500000 Penalty: 5413.450684
	Iteration 160F: 3 clusters Score -6668478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 53001 members 
Entering Unmasked Estep 
Score: -6668496.000000 Penalty: 5413.450684
	Iteration 161Q: 3 clusters Score -6668496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 53004 members 
Entering Unmasked Estep 
Score: -6668489.000000 Penalty: 5413.450684
	Iteration 162Q: 3 clusters Score -6668489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 53010 members 
Entering Unmasked Estep 
Score: -6668494.000000 Penalty: 5413.450684
	Iteration 163Q: 3 clusters Score -6668494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 53019 members 
Entering Unmasked Estep 
Score: -6668488.500000 Penalty: 5413.450684
	Iteration 164Q: 3 clusters Score -6668488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 53034 members 
Entering Unmasked Estep 
Score: -6668500.000000 Penalty: 5413.450684
	Iteration 165Q: 3 clusters Score -6668500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 53047 members 
Entering Unmasked Estep 
Score: -6668495.500000 Penalty: 5413.450684
	Iteration 166Q: 3 clusters Score -6668496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 53055 members 
Entering Unmasked Estep 
Score: -6668502.500000 Penalty: 5413.450684
	Iteration 167Q: 3 clusters Score -6668502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 53062 members 
Entering Unmasked Estep 
Score: -6668500.500000 Penalty: 5413.450684
	Iteration 168Q: 3 clusters Score -6668500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 53066 members 
Entering Unmasked Estep 
Score: -6668506.000000 Penalty: 5413.450684
	Iteration 169Q: 3 clusters Score -6668506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 53069 members 
Entering Unmasked Estep 
Score: -6668497.000000 Penalty: 5413.450684
	Iteration 170Q: 3 clusters Score -6668497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 53070 members 
Entering Unmasked Estep 
Score: -6668495.000000 Penalty: 5413.450684
	Iteration 171Q: 3 clusters Score -6668495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 53072 members 
Entering Unmasked Estep 
Score: -6668498.500000 Penalty: 5413.450684
	Iteration 172Q: 3 clusters Score -6668498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 53075 members 
Entering Unmasked Estep 
Score: -6668495.500000 Penalty: 5413.450684
	Iteration 173Q: 3 clusters Score -6668496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 53077 members 
Entering Unmasked Estep 
Score: -6668500.000000 Penalty: 5413.450684
	Iteration 174Q: 3 clusters Score -6668500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 53080 members 
Entering Unmasked Estep 
Score: -6668491.500000 Penalty: 5413.450684
	Iteration 175Q: 3 clusters Score -6668492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 53081 members 
Entering Unmasked Estep 
Score: -6668492.000000 Penalty: 5413.450684
	Iteration 176Q: 3 clusters Score -6668492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 53081 members 
Entering Unmasked Estep 
Score: -6668492.000000 Penalty: 5413.450684
	Iteration 177F: 3 clusters Score -6668492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Entering Unmasked Estep 
Score: -663180.250000 Penalty: 2140.944336
	Iteration 0F: 2 clusters Score -663180.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -658264.812500 Penalty: 4281.888672
	Iteration 0F: 3 clusters Score -658264.8 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -659404.312500 Penalty: 4281.888672
	Iteration 1F: 3 clusters Score -659404.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -659601.437500 Penalty: 4281.888672
	Iteration 2F: 3 clusters Score -659601.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -659734.500000 Penalty: 4281.888672
	Iteration 3Q: 3 clusters Score -659734.5 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -659829.937500 Penalty: 4281.888672
	Iteration 4Q: 3 clusters Score -659829.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -659903.375000 Penalty: 4281.888672
	Iteration 5Q: 3 clusters Score -659903.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -659987.750000 Penalty: 4281.888672
	Iteration 6Q: 3 clusters Score -659987.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -660110.312500 Penalty: 4281.888672
	Iteration 7Q: 3 clusters Score -660110.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -660246.312500 Penalty: 4281.888672
	Iteration 8Q: 3 clusters Score -660246.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -660420.312500 Penalty: 4281.888672
	Iteration 9Q: 3 clusters Score -660420.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -660602.687500 Penalty: 4281.888672
	Iteration 10Q: 3 clusters Score -660602.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -660829.625000 Penalty: 4281.888672
	Iteration 11F: 3 clusters Score -660829.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -661024.750000 Penalty: 4281.888672
	Iteration 12Q: 3 clusters Score -661024.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -661223.937500 Penalty: 4281.888672
	Iteration 13Q: 3 clusters Score -661223.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -661405.687500 Penalty: 4281.888672
	Iteration 14Q: 3 clusters Score -661405.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -661525.625000 Penalty: 4281.888672
	Iteration 15Q: 3 clusters Score -661525.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -661610.875000 Penalty: 4281.888672
	Iteration 16Q: 3 clusters Score -661610.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -661677.312500 Penalty: 4281.888672
	Iteration 17Q: 3 clusters Score -661677.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -661734.875000 Penalty: 4281.888672
	Iteration 18Q: 3 clusters Score -661734.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -661774.750000 Penalty: 4281.888672
	Iteration 19Q: 3 clusters Score -661774.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -661797.500000 Penalty: 4281.888672
	Iteration 20F: 3 clusters Score -661797.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -661808.937500 Penalty: 4281.888672
	Iteration 21Q: 3 clusters Score -661808.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -661817.687500 Penalty: 4281.888672
	Iteration 22Q: 3 clusters Score -661817.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -661821.312500 Penalty: 4281.888672
	Iteration 23Q: 3 clusters Score -661821.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -661823.250000 Penalty: 4281.888672
	Iteration 24Q: 3 clusters Score -661823.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -661824.250000 Penalty: 4281.888672
	Iteration 25Q: 3 clusters Score -661824.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -661825.500000 Penalty: 4281.888672
	Iteration 26Q: 3 clusters Score -661825.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -661828.562500 Penalty: 4281.888672
	Iteration 27Q: 3 clusters Score -661828.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -661828.312500 Penalty: 4281.888672
	Iteration 28Q: 3 clusters Score -661828.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -661829.187500 Penalty: 4281.888672
	Iteration 29Q: 3 clusters Score -661829.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -661830.187500 Penalty: 4281.888672
	Iteration 30Q: 3 clusters Score -661830.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -661830.875000 Penalty: 4281.888672
	Iteration 31Q: 3 clusters Score -661830.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -661831.437500 Penalty: 4281.888672
	Iteration 32Q: 3 clusters Score -661831.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -661830.812500 Penalty: 4281.888672
	Iteration 33Q: 3 clusters Score -661830.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -661830.812500 Penalty: 4281.888672
	Iteration 34F: 3 clusters Score -661830.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (30603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Entering Unmasked Estep 
Score: -3843239.000000 Penalty: 2561.555664
	Iteration 0F: 2 clusters Score -3843239 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -3822280.500000 Penalty: 5123.111328
	Iteration 0F: 3 clusters Score -3822280 nChanged 13788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -3829420.000000 Penalty: 5123.111328
	Iteration 1F: 3 clusters Score -3829420 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 15567 members 
Entering Unmasked Estep 
Score: -3829771.000000 Penalty: 5123.111328
	Iteration 2Q: 3 clusters Score -3829771 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -3830083.500000 Penalty: 5123.111328
	Iteration 3Q: 3 clusters Score -3830084 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -3830344.000000 Penalty: 5123.111328
	Iteration 4Q: 3 clusters Score -3830344 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -3830625.750000 Penalty: 5123.111328
	Iteration 5Q: 3 clusters Score -3830626 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -3830911.750000 Penalty: 5123.111328
	Iteration 6Q: 3 clusters Score -3830912 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -3831233.750000 Penalty: 5123.111328
	Iteration 7Q: 3 clusters Score -3831234 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -3831594.250000 Penalty: 5123.111328
	Iteration 8Q: 3 clusters Score -3831594 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12006 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -3832087.750000 Penalty: 5123.111328
	Iteration 9Q: 3 clusters Score -3832088 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -3832713.250000 Penalty: 5123.111328
	Iteration 10Q: 3 clusters Score -3832713 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -3833553.500000 Penalty: 5123.111328
	Iteration 11Q: 3 clusters Score -3833554 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -3834658.000000 Penalty: 5123.111328
	Iteration 12F: 3 clusters Score -3834658 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -3835952.000000 Penalty: 5123.111328
	Iteration 13F: 3 clusters Score -3835952 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -3837342.000000 Penalty: 5123.111328
	Iteration 14F: 3 clusters Score -3837342 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 27515 members 
Entering Unmasked Estep 
Score: -3838594.000000 Penalty: 5123.111328
	Iteration 15Q: 3 clusters Score -3838594 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -3839460.250000 Penalty: 5123.111328
	Iteration 16Q: 3 clusters Score -3839460 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -3840096.250000 Penalty: 5123.111328
	Iteration 17Q: 3 clusters Score -3840096 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 29698 members 
Entering Unmasked Estep 
Score: -3840438.750000 Penalty: 5123.111328
	Iteration 18Q: 3 clusters Score -3840439 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -3840662.500000 Penalty: 5123.111328
	Iteration 19Q: 3 clusters Score -3840662 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 30055 members 
Entering Unmasked Estep 
Score: -3840770.750000 Penalty: 5123.111328
	Iteration 20F: 3 clusters Score -3840771 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 30125 members 
Entering Unmasked Estep 
Score: -3840841.250000 Penalty: 5123.111328
	Iteration 21Q: 3 clusters Score -3840841 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -3840889.500000 Penalty: 5123.111328
	Iteration 22Q: 3 clusters Score -3840890 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 30196 members 
Entering Unmasked Estep 
Score: -3840906.000000 Penalty: 5123.111328
	Iteration 23Q: 3 clusters Score -3840906 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 30210 members 
Entering Unmasked Estep 
Score: -3840928.750000 Penalty: 5123.111328
	Iteration 24Q: 3 clusters Score -3840929 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
Score: -3840943.500000 Penalty: 5123.111328
	Iteration 25Q: 3 clusters Score -3840944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -3840952.000000 Penalty: 5123.111328
	Iteration 26Q: 3 clusters Score -3840952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 30238 members 
Entering Unmasked Estep 
Score: -3840955.000000 Penalty: 5123.111328
	Iteration 27Q: 3 clusters Score -3840955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -3840966.250000 Penalty: 5123.111328
	Iteration 28Q: 3 clusters Score -3840966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -3840976.500000 Penalty: 5123.111328
	Iteration 29Q: 3 clusters Score -3840976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -3840977.250000 Penalty: 5123.111328
	Iteration 30Q: 3 clusters Score -3840977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -3840981.000000 Penalty: 5123.111328
	Iteration 31Q: 3 clusters Score -3840981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 30260 members 
Entering Unmasked Estep 
Score: -3840985.000000 Penalty: 5123.111328
	Iteration 32Q: 3 clusters Score -3840985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 30264 members 
Entering Unmasked Estep 
Score: -3840984.500000 Penalty: 5123.111328
	Iteration 33Q: 3 clusters Score -3840984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -3840988.250000 Penalty: 5123.111328
	Iteration 34Q: 3 clusters Score -3840988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -3840988.250000 Penalty: 5123.111328
	Iteration 35F: 3 clusters Score -3840988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (57237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57237 members 
Entering Unmasked Estep 
Score: -7221303.500000 Penalty: 2716.829102
	Iteration 0F: 2 clusters Score -7221304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 28533 members 
Entering Unmasked Estep 
Score: -7182759.500000 Penalty: 5433.658203
	Iteration 0F: 3 clusters Score -7182760 nChanged 26647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 27572 members 
Entering Unmasked Estep 
Score: -7197596.500000 Penalty: 5433.658203
	Iteration 1F: 3 clusters Score -7197596 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -7198111.500000 Penalty: 5433.658203
	Iteration 2Q: 3 clusters Score -7198112 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -7198631.000000 Penalty: 5433.658203
	Iteration 3Q: 3 clusters Score -7198631 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -7199285.500000 Penalty: 5433.658203
	Iteration 4Q: 3 clusters Score -7199286 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -7200219.500000 Penalty: 5433.658203
	Iteration 5Q: 3 clusters Score -7200220 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35088 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -7201624.500000 Penalty: 5433.658203
	Iteration 6Q: 3 clusters Score -7201624 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37763 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -7203723.500000 Penalty: 5433.658203
	Iteration 7F: 3 clusters Score -7203724 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40982 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -7206608.500000 Penalty: 5433.658203
	Iteration 8F: 3 clusters Score -7206608 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44340 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -7210084.500000 Penalty: 5433.658203
	Iteration 9F: 3 clusters Score -7210084 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47112 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -7213179.000000 Penalty: 5433.658203
	Iteration 10F: 3 clusters Score -7213179 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48919 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -7215206.000000 Penalty: 5433.658203
	Iteration 11Q: 3 clusters Score -7215206 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49983 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -7216213.500000 Penalty: 5433.658203
	Iteration 12Q: 3 clusters Score -7216214 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50710 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -7216770.500000 Penalty: 5433.658203
	Iteration 13Q: 3 clusters Score -7216770 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51305 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -7217117.500000 Penalty: 5433.658203
	Iteration 14Q: 3 clusters Score -7217118 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51798 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -7217352.000000 Penalty: 5433.658203
	Iteration 15Q: 3 clusters Score -7217352 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52271 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -7217570.500000 Penalty: 5433.658203
	Iteration 16Q: 3 clusters Score -7217570 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52708 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -7217764.000000 Penalty: 5433.658203
	Iteration 17Q: 3 clusters Score -7217764 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53143 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -7217963.000000 Penalty: 5433.658203
	Iteration 18Q: 3 clusters Score -7217963 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53549 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -7218155.500000 Penalty: 5433.658203
	Iteration 19Q: 3 clusters Score -7218156 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53905 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -7218274.500000 Penalty: 5433.658203
	Iteration 20F: 3 clusters Score -7218274 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54219 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -7218413.500000 Penalty: 5433.658203
	Iteration 21Q: 3 clusters Score -7218414 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54503 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -7218512.000000 Penalty: 5433.658203
	Iteration 22Q: 3 clusters Score -7218512 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54777 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -7218607.500000 Penalty: 5433.658203
	Iteration 23Q: 3 clusters Score -7218608 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55024 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -7218702.000000 Penalty: 5433.658203
	Iteration 24Q: 3 clusters Score -7218702 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55232 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -7218816.500000 Penalty: 5433.658203
	Iteration 25Q: 3 clusters Score -7218816 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55402 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -7218882.000000 Penalty: 5433.658203
	Iteration 26Q: 3 clusters Score -7218882 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55544 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -7218933.000000 Penalty: 5433.658203
	Iteration 27Q: 3 clusters Score -7218933 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55665 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -7218995.000000 Penalty: 5433.658203
	Iteration 28Q: 3 clusters Score -7218995 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55784 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -7219061.500000 Penalty: 5433.658203
	Iteration 29Q: 3 clusters Score -7219062 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55885 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -7219092.500000 Penalty: 5433.658203
	Iteration 30Q: 3 clusters Score -7219092 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55968 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -7219141.000000 Penalty: 5433.658203
	Iteration 31Q: 3 clusters Score -7219141 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56041 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -7219183.000000 Penalty: 5433.658203
	Iteration 32Q: 3 clusters Score -7219183 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56105 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -7219222.500000 Penalty: 5433.658203
	Iteration 33Q: 3 clusters Score -7219222 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56171 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -7219256.500000 Penalty: 5433.658203
	Iteration 34Q: 3 clusters Score -7219256 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56241 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -7219298.500000 Penalty: 5433.658203
	Iteration 35Q: 3 clusters Score -7219298 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56289 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -7219327.500000 Penalty: 5433.658203
	Iteration 36Q: 3 clusters Score -7219328 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56322 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -7219343.500000 Penalty: 5433.658203
	Iteration 37Q: 3 clusters Score -7219344 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56362 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -7219364.500000 Penalty: 5433.658203
	Iteration 38Q: 3 clusters Score -7219364 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56398 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -7219379.000000 Penalty: 5433.658203
	Iteration 39Q: 3 clusters Score -7219379 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56429 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -7219394.000000 Penalty: 5433.658203
	Iteration 40F: 3 clusters Score -7219394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56445 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -7219416.500000 Penalty: 5433.658203
	Iteration 41Q: 3 clusters Score -7219416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56455 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -7219424.000000 Penalty: 5433.658203
	Iteration 42Q: 3 clusters Score -7219424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56471 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -7219438.000000 Penalty: 5433.658203
	Iteration 43Q: 3 clusters Score -7219438 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56492 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -7219449.500000 Penalty: 5433.658203
	Iteration 44Q: 3 clusters Score -7219450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56510 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -7219455.000000 Penalty: 5433.658203
	Iteration 45Q: 3 clusters Score -7219455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56523 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -7219461.500000 Penalty: 5433.658203
	Iteration 46Q: 3 clusters Score -7219462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56535 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -7219470.000000 Penalty: 5433.658203
	Iteration 47Q: 3 clusters Score -7219470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56550 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -7219470.500000 Penalty: 5433.658203
	Iteration 48Q: 3 clusters Score -7219470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56557 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -7219479.500000 Penalty: 5433.658203
	Iteration 49Q: 3 clusters Score -7219480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56562 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -7219478.000000 Penalty: 5433.658203
	Iteration 50Q: 3 clusters Score -7219478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56567 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -7219481.000000 Penalty: 5433.658203
	Iteration 51Q: 3 clusters Score -7219481 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56569 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -7219483.000000 Penalty: 5433.658203
	Iteration 52Q: 3 clusters Score -7219483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56571 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -7219488.000000 Penalty: 5433.658203
	Iteration 53Q: 3 clusters Score -7219488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56580 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -7219486.000000 Penalty: 5433.658203
	Iteration 54Q: 3 clusters Score -7219486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56584 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -7219489.000000 Penalty: 5433.658203
	Iteration 55Q: 3 clusters Score -7219489 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56588 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -7219487.500000 Penalty: 5433.658203
	Iteration 56Q: 3 clusters Score -7219488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56590 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -7219494.500000 Penalty: 5433.658203
	Iteration 57Q: 3 clusters Score -7219494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56593 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -7219493.500000 Penalty: 5433.658203
	Iteration 58Q: 3 clusters Score -7219494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56594 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -7219495.000000 Penalty: 5433.658203
	Iteration 59Q: 3 clusters Score -7219495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56594 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -7219495.000000 Penalty: 5433.658203
	Iteration 60F: 3 clusters Score -7219495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Entering Unmasked Estep 
Score: -580769.937500 Penalty: 2096.918701
	Iteration 0F: 2 clusters Score -580769.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -576432.375000 Penalty: 4193.837402
	Iteration 0F: 3 clusters Score -576432.4 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -577441.687500 Penalty: 4193.837402
	Iteration 1F: 3 clusters Score -577441.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -577619.750000 Penalty: 4193.837402
	Iteration 2F: 3 clusters Score -577619.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -577729.687500 Penalty: 4193.837402
	Iteration 3Q: 3 clusters Score -577729.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -577791.125000 Penalty: 4193.837402
	Iteration 4Q: 3 clusters Score -577791.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -577840.500000 Penalty: 4193.837402
	Iteration 5Q: 3 clusters Score -577840.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -577887.375000 Penalty: 4193.837402
	Iteration 6Q: 3 clusters Score -577887.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -577933.125000 Penalty: 4193.837402
	Iteration 7Q: 3 clusters Score -577933.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -577980.125000 Penalty: 4193.837402
	Iteration 8Q: 3 clusters Score -577980.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -578040.500000 Penalty: 4193.837402
	Iteration 9Q: 3 clusters Score -578040.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -578104.000000 Penalty: 4193.837402
	Iteration 10Q: 3 clusters Score -578104 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -578159.375000 Penalty: 4193.837402
	Iteration 11Q: 3 clusters Score -578159.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -578226.000000 Penalty: 4193.837402
	Iteration 12Q: 3 clusters Score -578226 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -578295.062500 Penalty: 4193.837402
	Iteration 13Q: 3 clusters Score -578295.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -578360.937500 Penalty: 4193.837402
	Iteration 14Q: 3 clusters Score -578360.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -578425.750000 Penalty: 4193.837402
	Iteration 15Q: 3 clusters Score -578425.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -578492.250000 Penalty: 4193.837402
	Iteration 16Q: 3 clusters Score -578492.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -578556.937500 Penalty: 4193.837402
	Iteration 17Q: 3 clusters Score -578556.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -578630.375000 Penalty: 4193.837402
	Iteration 18Q: 3 clusters Score -578630.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -578692.250000 Penalty: 4193.837402
	Iteration 19Q: 3 clusters Score -578692.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -578732.312500 Penalty: 4193.837402
	Iteration 20F: 3 clusters Score -578732.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -578776.500000 Penalty: 4193.837402
	Iteration 21Q: 3 clusters Score -578776.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -578823.437500 Penalty: 4193.837402
	Iteration 22Q: 3 clusters Score -578823.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -578868.250000 Penalty: 4193.837402
	Iteration 23Q: 3 clusters Score -578868.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -578901.812500 Penalty: 4193.837402
	Iteration 24Q: 3 clusters Score -578901.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -578943.125000 Penalty: 4193.837402
	Iteration 25Q: 3 clusters Score -578943.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -578982.812500 Penalty: 4193.837402
	Iteration 26Q: 3 clusters Score -578982.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -579014.500000 Penalty: 4193.837402
	Iteration 27Q: 3 clusters Score -579014.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -579045.625000 Penalty: 4193.837402
	Iteration 28Q: 3 clusters Score -579045.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -579073.312500 Penalty: 4193.837402
	Iteration 29Q: 3 clusters Score -579073.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -579105.437500 Penalty: 4193.837402
	Iteration 30Q: 3 clusters Score -579105.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -579135.562500 Penalty: 4193.837402
	Iteration 31Q: 3 clusters Score -579135.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -579160.687500 Penalty: 4193.837402
	Iteration 32Q: 3 clusters Score -579160.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -579182.312500 Penalty: 4193.837402
	Iteration 33Q: 3 clusters Score -579182.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -579202.687500 Penalty: 4193.837402
	Iteration 34Q: 3 clusters Score -579202.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -579219.125000 Penalty: 4193.837402
	Iteration 35Q: 3 clusters Score -579219.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -579237.687500 Penalty: 4193.837402
	Iteration 36Q: 3 clusters Score -579237.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -579258.500000 Penalty: 4193.837402
	Iteration 37Q: 3 clusters Score -579258.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -579281.750000 Penalty: 4193.837402
	Iteration 38Q: 3 clusters Score -579281.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -579300.500000 Penalty: 4193.837402
	Iteration 39Q: 3 clusters Score -579300.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -579324.437500 Penalty: 4193.837402
	Iteration 40F: 3 clusters Score -579324.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -579339.937500 Penalty: 4193.837402
	Iteration 41Q: 3 clusters Score -579339.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -579356.312500 Penalty: 4193.837402
	Iteration 42Q: 3 clusters Score -579356.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -579372.625000 Penalty: 4193.837402
	Iteration 43Q: 3 clusters Score -579372.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -579383.687500 Penalty: 4193.837402
	Iteration 44Q: 3 clusters Score -579383.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -579397.437500 Penalty: 4193.837402
	Iteration 45Q: 3 clusters Score -579397.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -579407.250000 Penalty: 4193.837402
	Iteration 46Q: 3 clusters Score -579407.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -579428.250000 Penalty: 4193.837402
	Iteration 47Q: 3 clusters Score -579428.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -579443.937500 Penalty: 4193.837402
	Iteration 48Q: 3 clusters Score -579443.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -579454.562500 Penalty: 4193.837402
	Iteration 49Q: 3 clusters Score -579454.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -579465.625000 Penalty: 4193.837402
	Iteration 50Q: 3 clusters Score -579465.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -579476.062500 Penalty: 4193.837402
	Iteration 51Q: 3 clusters Score -579476.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -579481.812500 Penalty: 4193.837402
	Iteration 52Q: 3 clusters Score -579481.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -579490.062500 Penalty: 4193.837402
	Iteration 53Q: 3 clusters Score -579490.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -579499.062500 Penalty: 4193.837402
	Iteration 54Q: 3 clusters Score -579499.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -579501.000000 Penalty: 4193.837402
	Iteration 55Q: 3 clusters Score -579501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -579507.750000 Penalty: 4193.837402
	Iteration 56Q: 3 clusters Score -579507.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -579509.937500 Penalty: 4193.837402
	Iteration 57Q: 3 clusters Score -579509.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -579512.687500 Penalty: 4193.837402
	Iteration 58Q: 3 clusters Score -579512.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -579513.812500 Penalty: 4193.837402
	Iteration 59Q: 3 clusters Score -579513.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -579516.500000 Penalty: 4193.837402
	Iteration 60F: 3 clusters Score -579516.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -579517.250000 Penalty: 4193.837402
	Iteration 61Q: 3 clusters Score -579517.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -579516.750000 Penalty: 4193.837402
	Iteration 62Q: 3 clusters Score -579516.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -579517.812500 Penalty: 4193.837402
	Iteration 63Q: 3 clusters Score -579517.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -579517.812500 Penalty: 4193.837402
	Iteration 64F: 3 clusters Score -579517.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Entering Unmasked Estep 
Score: -2652702.250000 Penalty: 2480.500977
	Iteration 0F: 2 clusters Score -2652702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -2637342.750000 Penalty: 4961.001953
	Iteration 0F: 3 clusters Score -2637343 nChanged 9755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -2642425.250000 Penalty: 4961.001953
	Iteration 1F: 3 clusters Score -2642425 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -2642847.750000 Penalty: 4961.001953
	Iteration 2F: 3 clusters Score -2642848 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -2643202.750000 Penalty: 4961.001953
	Iteration 3Q: 3 clusters Score -2643203 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -2643512.750000 Penalty: 4961.001953
	Iteration 4Q: 3 clusters Score -2643513 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -2643868.000000 Penalty: 4961.001953
	Iteration 5Q: 3 clusters Score -2643868 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -2644266.500000 Penalty: 4961.001953
	Iteration 6Q: 3 clusters Score -2644266 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -2644728.750000 Penalty: 4961.001953
	Iteration 7Q: 3 clusters Score -2644729 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -2645235.750000 Penalty: 4961.001953
	Iteration 8Q: 3 clusters Score -2645236 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -2645812.750000 Penalty: 4961.001953
	Iteration 9F: 3 clusters Score -2645813 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -2646407.000000 Penalty: 4961.001953
	Iteration 10F: 3 clusters Score -2646407 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -2646997.750000 Penalty: 4961.001953
	Iteration 11Q: 3 clusters Score -2646998 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -2647582.000000 Penalty: 4961.001953
	Iteration 12Q: 3 clusters Score -2647582 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -2648099.500000 Penalty: 4961.001953
	Iteration 13Q: 3 clusters Score -2648100 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -2648555.250000 Penalty: 4961.001953
	Iteration 14Q: 3 clusters Score -2648555 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -2648919.750000 Penalty: 4961.001953
	Iteration 15Q: 3 clusters Score -2648920 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2649230.250000 Penalty: 4961.001953
	Iteration 16Q: 3 clusters Score -2649230 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2649554.000000 Penalty: 4961.001953
	Iteration 17Q: 3 clusters Score -2649554 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2649769.000000 Penalty: 4961.001953
	Iteration 18Q: 3 clusters Score -2649769 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2649947.750000 Penalty: 4961.001953
	Iteration 19Q: 3 clusters Score -2649948 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2650132.750000 Penalty: 4961.001953
	Iteration 20F: 3 clusters Score -2650133 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2650250.000000 Penalty: 4961.001953
	Iteration 21Q: 3 clusters Score -2650250 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2650359.750000 Penalty: 4961.001953
	Iteration 22Q: 3 clusters Score -2650360 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2650426.750000 Penalty: 4961.001953
	Iteration 23Q: 3 clusters Score -2650427 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2650479.250000 Penalty: 4961.001953
	Iteration 24Q: 3 clusters Score -2650479 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2650528.500000 Penalty: 4961.001953
	Iteration 25Q: 3 clusters Score -2650528 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21089 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2650567.750000 Penalty: 4961.001953
	Iteration 26Q: 3 clusters Score -2650568 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2650595.250000 Penalty: 4961.001953
	Iteration 27Q: 3 clusters Score -2650595 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2650610.500000 Penalty: 4961.001953
	Iteration 28Q: 3 clusters Score -2650610 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2650630.500000 Penalty: 4961.001953
	Iteration 29Q: 3 clusters Score -2650630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2650631.000000 Penalty: 4961.001953
	Iteration 30Q: 3 clusters Score -2650631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2650636.750000 Penalty: 4961.001953
	Iteration 31Q: 3 clusters Score -2650637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2650637.250000 Penalty: 4961.001953
	Iteration 32Q: 3 clusters Score -2650637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21186 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2650638.500000 Penalty: 4961.001953
	Iteration 33Q: 3 clusters Score -2650638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2650641.500000 Penalty: 4961.001953
	Iteration 34Q: 3 clusters Score -2650642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2650647.750000 Penalty: 4961.001953
	Iteration 35Q: 3 clusters Score -2650648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21200 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2650654.000000 Penalty: 4961.001953
	Iteration 36Q: 3 clusters Score -2650654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21208 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2650658.250000 Penalty: 4961.001953
	Iteration 37Q: 3 clusters Score -2650658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2650662.000000 Penalty: 4961.001953
	Iteration 38Q: 3 clusters Score -2650662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2650660.750000 Penalty: 4961.001953
	Iteration 39Q: 3 clusters Score -2650661 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2650658.500000 Penalty: 4961.001953
	Iteration 40F: 3 clusters Score -2650658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (12455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Entering Unmasked Estep 
Score: -1559852.375000 Penalty: 2338.609619
	Iteration 0F: 2 clusters Score -1559852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1550657.625000 Penalty: 4677.219238
	Iteration 0F: 3 clusters Score -1550658 nChanged 5274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1553436.125000 Penalty: 4677.219238
	Iteration 1F: 3 clusters Score -1553436 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1553770.625000 Penalty: 4677.219238
	Iteration 2F: 3 clusters Score -1553771 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1554038.125000 Penalty: 4677.219238
	Iteration 3Q: 3 clusters Score -1554038 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1554305.500000 Penalty: 4677.219238
	Iteration 4Q: 3 clusters Score -1554306 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1554556.250000 Penalty: 4677.219238
	Iteration 5Q: 3 clusters Score -1554556 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1554758.625000 Penalty: 4677.219238
	Iteration 6Q: 3 clusters Score -1554759 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1554945.000000 Penalty: 4677.219238
	Iteration 7Q: 3 clusters Score -1554945 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1555138.625000 Penalty: 4677.219238
	Iteration 8Q: 3 clusters Score -1555139 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1555309.375000 Penalty: 4677.219238
	Iteration 9Q: 3 clusters Score -1555309 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1555471.250000 Penalty: 4677.219238
	Iteration 10Q: 3 clusters Score -1555471 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1555630.375000 Penalty: 4677.219238
	Iteration 11Q: 3 clusters Score -1555630 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1555789.875000 Penalty: 4677.219238
	Iteration 12Q: 3 clusters Score -1555790 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1555954.250000 Penalty: 4677.219238
	Iteration 13Q: 3 clusters Score -1555954 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1556118.375000 Penalty: 4677.219238
	Iteration 14Q: 3 clusters Score -1556118 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1556274.250000 Penalty: 4677.219238
	Iteration 15Q: 3 clusters Score -1556274 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1556390.750000 Penalty: 4677.219238
	Iteration 16Q: 3 clusters Score -1556391 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1556463.125000 Penalty: 4677.219238
	Iteration 17Q: 3 clusters Score -1556463 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1556528.625000 Penalty: 4677.219238
	Iteration 18Q: 3 clusters Score -1556529 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1556575.625000 Penalty: 4677.219238
	Iteration 19Q: 3 clusters Score -1556576 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -1556608.250000 Penalty: 4677.219238
	Iteration 20F: 3 clusters Score -1556608 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -1556637.625000 Penalty: 4677.219238
	Iteration 21Q: 3 clusters Score -1556638 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1556657.750000 Penalty: 4677.219238
	Iteration 22Q: 3 clusters Score -1556658 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1556682.000000 Penalty: 4677.219238
	Iteration 23Q: 3 clusters Score -1556682 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1556704.625000 Penalty: 4677.219238
	Iteration 24Q: 3 clusters Score -1556705 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1556728.000000 Penalty: 4677.219238
	Iteration 25Q: 3 clusters Score -1556728 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1556756.750000 Penalty: 4677.219238
	Iteration 26Q: 3 clusters Score -1556757 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -1556790.625000 Penalty: 4677.219238
	Iteration 27Q: 3 clusters Score -1556791 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
Score: -1556817.750000 Penalty: 4677.219238
	Iteration 28Q: 3 clusters Score -1556818 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -1556850.750000 Penalty: 4677.219238
	Iteration 29Q: 3 clusters Score -1556851 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -1556880.750000 Penalty: 4677.219238
	Iteration 30Q: 3 clusters Score -1556881 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1556910.625000 Penalty: 4677.219238
	Iteration 31Q: 3 clusters Score -1556911 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1556948.875000 Penalty: 4677.219238
	Iteration 32Q: 3 clusters Score -1556949 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1556985.250000 Penalty: 4677.219238
	Iteration 33Q: 3 clusters Score -1556985 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1557030.000000 Penalty: 4677.219238
	Iteration 34Q: 3 clusters Score -1557030 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1557080.500000 Penalty: 4677.219238
	Iteration 35Q: 3 clusters Score -1557080 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1557121.750000 Penalty: 4677.219238
	Iteration 36Q: 3 clusters Score -1557122 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1557164.250000 Penalty: 4677.219238
	Iteration 37Q: 3 clusters Score -1557164 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1557213.125000 Penalty: 4677.219238
	Iteration 38Q: 3 clusters Score -1557213 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1557253.250000 Penalty: 4677.219238
	Iteration 39Q: 3 clusters Score -1557253 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -1557294.000000 Penalty: 4677.219238
	Iteration 40F: 3 clusters Score -1557294 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1557331.375000 Penalty: 4677.219238
	Iteration 41Q: 3 clusters Score -1557331 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1557367.250000 Penalty: 4677.219238
	Iteration 42Q: 3 clusters Score -1557367 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1557396.125000 Penalty: 4677.219238
	Iteration 43Q: 3 clusters Score -1557396 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -1557432.875000 Penalty: 4677.219238
	Iteration 44Q: 3 clusters Score -1557433 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1557469.875000 Penalty: 4677.219238
	Iteration 45Q: 3 clusters Score -1557470 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1557503.250000 Penalty: 4677.219238
	Iteration 46Q: 3 clusters Score -1557503 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 10115 members 
Entering Unmasked Estep 
Score: -1557535.125000 Penalty: 4677.219238
	Iteration 47Q: 3 clusters Score -1557535 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1557564.000000 Penalty: 4677.219238
	Iteration 48Q: 3 clusters Score -1557564 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -1557584.000000 Penalty: 4677.219238
	Iteration 49Q: 3 clusters Score -1557584 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1557614.750000 Penalty: 4677.219238
	Iteration 50Q: 3 clusters Score -1557615 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1557635.875000 Penalty: 4677.219238
	Iteration 51Q: 3 clusters Score -1557636 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1557665.625000 Penalty: 4677.219238
	Iteration 52Q: 3 clusters Score -1557666 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1557694.875000 Penalty: 4677.219238
	Iteration 53Q: 3 clusters Score -1557695 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1557727.250000 Penalty: 4677.219238
	Iteration 54Q: 3 clusters Score -1557727 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -1557766.375000 Penalty: 4677.219238
	Iteration 55Q: 3 clusters Score -1557766 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1557793.375000 Penalty: 4677.219238
	Iteration 56Q: 3 clusters Score -1557793 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1557812.125000 Penalty: 4677.219238
	Iteration 57Q: 3 clusters Score -1557812 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1557830.375000 Penalty: 4677.219238
	Iteration 58Q: 3 clusters Score -1557830 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1557843.000000 Penalty: 4677.219238
	Iteration 59Q: 3 clusters Score -1557843 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1557849.125000 Penalty: 4677.219238
	Iteration 60F: 3 clusters Score -1557849 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -1557865.125000 Penalty: 4677.219238
	Iteration 61Q: 3 clusters Score -1557865 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1557875.875000 Penalty: 4677.219238
	Iteration 62Q: 3 clusters Score -1557876 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -1557890.125000 Penalty: 4677.219238
	Iteration 63Q: 3 clusters Score -1557890 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1557907.625000 Penalty: 4677.219238
	Iteration 64Q: 3 clusters Score -1557908 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -1557925.750000 Penalty: 4677.219238
	Iteration 65Q: 3 clusters Score -1557926 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -1557941.125000 Penalty: 4677.219238
	Iteration 66Q: 3 clusters Score -1557941 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -1557958.250000 Penalty: 4677.219238
	Iteration 67Q: 3 clusters Score -1557958 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1557965.750000 Penalty: 4677.219238
	Iteration 68Q: 3 clusters Score -1557966 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -1557970.500000 Penalty: 4677.219238
	Iteration 69Q: 3 clusters Score -1557970 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1557987.125000 Penalty: 4677.219238
	Iteration 70Q: 3 clusters Score -1557987 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1558001.750000 Penalty: 4677.219238
	Iteration 71Q: 3 clusters Score -1558002 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1558016.625000 Penalty: 4677.219238
	Iteration 72Q: 3 clusters Score -1558017 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -1558028.000000 Penalty: 4677.219238
	Iteration 73Q: 3 clusters Score -1558028 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1558045.625000 Penalty: 4677.219238
	Iteration 74Q: 3 clusters Score -1558046 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1558064.875000 Penalty: 4677.219238
	Iteration 75Q: 3 clusters Score -1558065 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1558085.375000 Penalty: 4677.219238
	Iteration 76Q: 3 clusters Score -1558085 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1558096.250000 Penalty: 4677.219238
	Iteration 77Q: 3 clusters Score -1558096 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -1558101.875000 Penalty: 4677.219238
	Iteration 78Q: 3 clusters Score -1558102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -1558109.250000 Penalty: 4677.219238
	Iteration 79Q: 3 clusters Score -1558109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -1558115.375000 Penalty: 4677.219238
	Iteration 80F: 3 clusters Score -1558115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -1558119.750000 Penalty: 4677.219238
	Iteration 81Q: 3 clusters Score -1558120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1558120.375000 Penalty: 4677.219238
	Iteration 82Q: 3 clusters Score -1558120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -1558129.875000 Penalty: 4677.219238
	Iteration 83Q: 3 clusters Score -1558130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1558131.000000 Penalty: 4677.219238
	Iteration 84Q: 3 clusters Score -1558131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1558131.375000 Penalty: 4677.219238
	Iteration 85Q: 3 clusters Score -1558131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1558129.250000 Penalty: 4677.219238
	Iteration 86Q: 3 clusters Score -1558129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -1558131.250000 Penalty: 4677.219238
	Iteration 87Q: 3 clusters Score -1558131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1558131.750000 Penalty: 4677.219238
	Iteration 88Q: 3 clusters Score -1558132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1558132.750000 Penalty: 4677.219238
	Iteration 89Q: 3 clusters Score -1558133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -1558132.750000 Penalty: 4677.219238
	Iteration 90F: 3 clusters Score -1558133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (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: -82052.640625 Penalty: 1625.021973
	Iteration 0F: 2 clusters Score -82052.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -80393.421875 Penalty: 3250.043945
	Iteration 0F: 3 clusters Score -80393.42 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -80611.960938 Penalty: 3250.043945
	Iteration 1F: 3 clusters Score -80611.96 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -80708.453125 Penalty: 3250.043945
	Iteration 2F: 3 clusters Score -80708.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -80773.820312 Penalty: 3250.043945
	Iteration 3Q: 3 clusters Score -80773.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -80820.609375 Penalty: 3250.043945
	Iteration 4Q: 3 clusters Score -80820.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -80846.125000 Penalty: 3250.043945
	Iteration 5Q: 3 clusters Score -80846.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -80867.414062 Penalty: 3250.043945
	Iteration 6Q: 3 clusters Score -80867.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -80884.093750 Penalty: 3250.043945
	Iteration 7Q: 3 clusters Score -80884.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -80894.914062 Penalty: 3250.043945
	Iteration 8Q: 3 clusters Score -80894.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -80908.757812 Penalty: 3250.043945
	Iteration 9Q: 3 clusters Score -80908.76 nChanged 7
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: -80926.382812 Penalty: 3250.043945
	Iteration 10Q: 3 clusters Score -80926.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -80958.000000 Penalty: 3250.043945
	Iteration 11Q: 3 clusters Score -80958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -80993.296875 Penalty: 3250.043945
	Iteration 12Q: 3 clusters Score -80993.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -81021.062500 Penalty: 3250.043945
	Iteration 13Q: 3 clusters Score -81021.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -81026.640625 Penalty: 3250.043945
	Iteration 14Q: 3 clusters Score -81026.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -81032.164062 Penalty: 3250.043945
	Iteration 15Q: 3 clusters Score -81032.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -81037.835938 Penalty: 3250.043945
	Iteration 16Q: 3 clusters Score -81037.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -81040.632812 Penalty: 3250.043945
	Iteration 17Q: 3 clusters Score -81040.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -81040.632812 Penalty: 3250.043945
	Iteration 18F: 3 clusters Score -81040.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (1044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Entering Unmasked Estep 
Score: -120329.195312 Penalty: 1723.802002
	Iteration 0F: 2 clusters Score -120329.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -118398.156250 Penalty: 3447.604004
	Iteration 0F: 3 clusters Score -118398.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -118738.820312 Penalty: 3447.604004
	Iteration 1F: 3 clusters Score -118738.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -118880.812500 Penalty: 3447.604004
	Iteration 2F: 3 clusters Score -118880.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -119011.187500 Penalty: 3447.604004
	Iteration 3Q: 3 clusters Score -119011.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -119109.515625 Penalty: 3447.604004
	Iteration 4Q: 3 clusters Score -119109.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -119171.929688 Penalty: 3447.604004
	Iteration 5Q: 3 clusters Score -119171.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -119214.890625 Penalty: 3447.604004
	Iteration 6Q: 3 clusters Score -119214.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -119261.007812 Penalty: 3447.604004
	Iteration 7Q: 3 clusters Score -119261 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -119303.140625 Penalty: 3447.604004
	Iteration 8Q: 3 clusters Score -119303.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -119337.289062 Penalty: 3447.604004
	Iteration 9Q: 3 clusters Score -119337.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -119372.460938 Penalty: 3447.604004
	Iteration 10Q: 3 clusters Score -119372.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -119419.984375 Penalty: 3447.604004
	Iteration 11Q: 3 clusters Score -119420 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -119460.867188 Penalty: 3447.604004
	Iteration 12Q: 3 clusters Score -119460.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -119484.437500 Penalty: 3447.604004
	Iteration 13Q: 3 clusters Score -119484.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -119519.046875 Penalty: 3447.604004
	Iteration 14Q: 3 clusters Score -119519 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -119557.250000 Penalty: 3447.604004
	Iteration 15Q: 3 clusters Score -119557.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -119589.960938 Penalty: 3447.604004
	Iteration 16Q: 3 clusters Score -119590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -119612.484375 Penalty: 3447.604004
	Iteration 17Q: 3 clusters Score -119612.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -119625.304688 Penalty: 3447.604004
	Iteration 18Q: 3 clusters Score -119625.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -119636.843750 Penalty: 3447.604004
	Iteration 19Q: 3 clusters Score -119636.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -119650.195312 Penalty: 3447.604004
	Iteration 20F: 3 clusters Score -119650.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -119660.882812 Penalty: 3447.604004
	Iteration 21Q: 3 clusters Score -119660.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -119660.882812 Penalty: 3447.604004
	Iteration 22F: 3 clusters Score -119660.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (5785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Entering Unmasked Estep 
Score: -731178.375000 Penalty: 2148.429932
	Iteration 0F: 2 clusters Score -731178.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -726112.687500 Penalty: 4296.859863
	Iteration 0F: 3 clusters Score -726112.7 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -727381.687500 Penalty: 4296.859863
	Iteration 1F: 3 clusters Score -727381.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -727586.312500 Penalty: 4296.859863
	Iteration 2F: 3 clusters Score -727586.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -727691.000000 Penalty: 4296.859863
	Iteration 3Q: 3 clusters Score -727691 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -727767.250000 Penalty: 4296.859863
	Iteration 4Q: 3 clusters Score -727767.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -727814.812500 Penalty: 4296.859863
	Iteration 5Q: 3 clusters Score -727814.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -727858.750000 Penalty: 4296.859863
	Iteration 6Q: 3 clusters Score -727858.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -727894.812500 Penalty: 4296.859863
	Iteration 7Q: 3 clusters Score -727894.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -727926.812500 Penalty: 4296.859863
	Iteration 8Q: 3 clusters Score -727926.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -727961.437500 Penalty: 4296.859863
	Iteration 9Q: 3 clusters Score -727961.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -728002.187500 Penalty: 4296.859863
	Iteration 10Q: 3 clusters Score -728002.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -728047.750000 Penalty: 4296.859863
	Iteration 11Q: 3 clusters Score -728047.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -728084.250000 Penalty: 4296.859863
	Iteration 12Q: 3 clusters Score -728084.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -728128.500000 Penalty: 4296.859863
	Iteration 13Q: 3 clusters Score -728128.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -728164.875000 Penalty: 4296.859863
	Iteration 14Q: 3 clusters Score -728164.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -728207.000000 Penalty: 4296.859863
	Iteration 15Q: 3 clusters Score -728207 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -728265.812500 Penalty: 4296.859863
	Iteration 16Q: 3 clusters Score -728265.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -728318.500000 Penalty: 4296.859863
	Iteration 17Q: 3 clusters Score -728318.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -728364.562500 Penalty: 4296.859863
	Iteration 18Q: 3 clusters Score -728364.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -728416.062500 Penalty: 4296.859863
	Iteration 19Q: 3 clusters Score -728416.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -728461.812500 Penalty: 4296.859863
	Iteration 20F: 3 clusters Score -728461.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -728505.125000 Penalty: 4296.859863
	Iteration 21Q: 3 clusters Score -728505.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -728547.312500 Penalty: 4296.859863
	Iteration 22Q: 3 clusters Score -728547.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -728599.750000 Penalty: 4296.859863
	Iteration 23Q: 3 clusters Score -728599.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -728662.125000 Penalty: 4296.859863
	Iteration 24Q: 3 clusters Score -728662.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -728721.375000 Penalty: 4296.859863
	Iteration 25Q: 3 clusters Score -728721.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -728781.687500 Penalty: 4296.859863
	Iteration 26Q: 3 clusters Score -728781.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -728835.687500 Penalty: 4296.859863
	Iteration 27Q: 3 clusters Score -728835.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -728889.500000 Penalty: 4296.859863
	Iteration 28Q: 3 clusters Score -728889.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -728939.687500 Penalty: 4296.859863
	Iteration 29Q: 3 clusters Score -728939.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -728983.937500 Penalty: 4296.859863
	Iteration 30Q: 3 clusters Score -728983.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -729032.750000 Penalty: 4296.859863
	Iteration 31Q: 3 clusters Score -729032.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -729084.250000 Penalty: 4296.859863
	Iteration 32Q: 3 clusters Score -729084.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -729126.187500 Penalty: 4296.859863
	Iteration 33Q: 3 clusters Score -729126.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -729158.812500 Penalty: 4296.859863
	Iteration 34Q: 3 clusters Score -729158.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -729183.625000 Penalty: 4296.859863
	Iteration 35Q: 3 clusters Score -729183.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -729205.375000 Penalty: 4296.859863
	Iteration 36Q: 3 clusters Score -729205.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -729226.812500 Penalty: 4296.859863
	Iteration 37Q: 3 clusters Score -729226.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -729258.062500 Penalty: 4296.859863
	Iteration 38Q: 3 clusters Score -729258.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -729280.687500 Penalty: 4296.859863
	Iteration 39Q: 3 clusters Score -729280.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -729298.125000 Penalty: 4296.859863
	Iteration 40F: 3 clusters Score -729298.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -729306.937500 Penalty: 4296.859863
	Iteration 41Q: 3 clusters Score -729306.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -729314.937500 Penalty: 4296.859863
	Iteration 42Q: 3 clusters Score -729314.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -729322.500000 Penalty: 4296.859863
	Iteration 43Q: 3 clusters Score -729322.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -729326.812500 Penalty: 4296.859863
	Iteration 44Q: 3 clusters Score -729326.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -729330.750000 Penalty: 4296.859863
	Iteration 45Q: 3 clusters Score -729330.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -729334.687500 Penalty: 4296.859863
	Iteration 46Q: 3 clusters Score -729334.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -729336.062500 Penalty: 4296.859863
	Iteration 47Q: 3 clusters Score -729336.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -729341.562500 Penalty: 4296.859863
	Iteration 48Q: 3 clusters Score -729341.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -729347.187500 Penalty: 4296.859863
	Iteration 49Q: 3 clusters Score -729347.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -729351.125000 Penalty: 4296.859863
	Iteration 50Q: 3 clusters Score -729351.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -729357.625000 Penalty: 4296.859863
	Iteration 51Q: 3 clusters Score -729357.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -729363.375000 Penalty: 4296.859863
	Iteration 52Q: 3 clusters Score -729363.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -729368.125000 Penalty: 4296.859863
	Iteration 53Q: 3 clusters Score -729368.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -729369.812500 Penalty: 4296.859863
	Iteration 54Q: 3 clusters Score -729369.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -729375.312500 Penalty: 4296.859863
	Iteration 55Q: 3 clusters Score -729375.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -729378.750000 Penalty: 4296.859863
	Iteration 56Q: 3 clusters Score -729378.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -729378.437500 Penalty: 4296.859863
	Iteration 57Q: 3 clusters Score -729378.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -729378.437500 Penalty: 4296.859863
	Iteration 58F: 3 clusters Score -729378.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Entering Unmasked Estep 
Score: -1954921.625000 Penalty: 2393.937256
	Iteration 0F: 2 clusters Score -1954922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1943636.875000 Penalty: 4787.874512
	Iteration 0F: 3 clusters Score -1943637 nChanged 6720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1947286.625000 Penalty: 4787.874512
	Iteration 1F: 3 clusters Score -1947287 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -1947714.750000 Penalty: 4787.874512
	Iteration 2F: 3 clusters Score -1947715 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1948102.250000 Penalty: 4787.874512
	Iteration 3F: 3 clusters Score -1948102 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1948521.625000 Penalty: 4787.874512
	Iteration 4Q: 3 clusters Score -1948522 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1949006.625000 Penalty: 4787.874512
	Iteration 5F: 3 clusters Score -1949007 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1949504.750000 Penalty: 4787.874512
	Iteration 6F: 3 clusters Score -1949505 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1949993.625000 Penalty: 4787.874512
	Iteration 7F: 3 clusters Score -1949994 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1950533.750000 Penalty: 4787.874512
	Iteration 8F: 3 clusters Score -1950534 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1951116.375000 Penalty: 4787.874512
	Iteration 9F: 3 clusters Score -1951116 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1951587.125000 Penalty: 4787.874512
	Iteration 10Q: 3 clusters Score -1951587 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1951906.250000 Penalty: 4787.874512
	Iteration 11Q: 3 clusters Score -1951906 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1952102.375000 Penalty: 4787.874512
	Iteration 12Q: 3 clusters Score -1952102 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1952222.000000 Penalty: 4787.874512
	Iteration 13Q: 3 clusters Score -1952222 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1952290.875000 Penalty: 4787.874512
	Iteration 14Q: 3 clusters Score -1952291 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1952350.875000 Penalty: 4787.874512
	Iteration 15Q: 3 clusters Score -1952351 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1952396.875000 Penalty: 4787.874512
	Iteration 16Q: 3 clusters Score -1952397 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1952436.000000 Penalty: 4787.874512
	Iteration 17Q: 3 clusters Score -1952436 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1952463.500000 Penalty: 4787.874512
	Iteration 18Q: 3 clusters Score -1952464 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1952486.375000 Penalty: 4787.874512
	Iteration 19Q: 3 clusters Score -1952486 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -1952514.500000 Penalty: 4787.874512
	Iteration 20F: 3 clusters Score -1952514 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -1952551.250000 Penalty: 4787.874512
	Iteration 21Q: 3 clusters Score -1952551 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1952577.625000 Penalty: 4787.874512
	Iteration 22Q: 3 clusters Score -1952578 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1952610.500000 Penalty: 4787.874512
	Iteration 23Q: 3 clusters Score -1952610 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -1952637.250000 Penalty: 4787.874512
	Iteration 24Q: 3 clusters Score -1952637 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -1952670.875000 Penalty: 4787.874512
	Iteration 25Q: 3 clusters Score -1952671 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -1952699.750000 Penalty: 4787.874512
	Iteration 26Q: 3 clusters Score -1952700 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -1952721.875000 Penalty: 4787.874512
	Iteration 27Q: 3 clusters Score -1952722 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -1952753.375000 Penalty: 4787.874512
	Iteration 28Q: 3 clusters Score -1952753 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -1952777.000000 Penalty: 4787.874512
	Iteration 29Q: 3 clusters Score -1952777 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -1952804.875000 Penalty: 4787.874512
	Iteration 30Q: 3 clusters Score -1952805 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -1952831.000000 Penalty: 4787.874512
	Iteration 31Q: 3 clusters Score -1952831 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1952851.125000 Penalty: 4787.874512
	Iteration 32Q: 3 clusters Score -1952851 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -1952870.375000 Penalty: 4787.874512
	Iteration 33Q: 3 clusters Score -1952870 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -1952892.625000 Penalty: 4787.874512
	Iteration 34Q: 3 clusters Score -1952893 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1952900.875000 Penalty: 4787.874512
	Iteration 35Q: 3 clusters Score -1952901 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1952915.875000 Penalty: 4787.874512
	Iteration 36Q: 3 clusters Score -1952916 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1952925.250000 Penalty: 4787.874512
	Iteration 37Q: 3 clusters Score -1952925 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -1952936.125000 Penalty: 4787.874512
	Iteration 38Q: 3 clusters Score -1952936 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -1952949.375000 Penalty: 4787.874512
	Iteration 39Q: 3 clusters Score -1952949 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -1952959.625000 Penalty: 4787.874512
	Iteration 40F: 3 clusters Score -1952960 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -1952966.125000 Penalty: 4787.874512
	Iteration 41Q: 3 clusters Score -1952966 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -1952969.625000 Penalty: 4787.874512
	Iteration 42Q: 3 clusters Score -1952970 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -1952974.500000 Penalty: 4787.874512
	Iteration 43Q: 3 clusters Score -1952974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -1952982.500000 Penalty: 4787.874512
	Iteration 44Q: 3 clusters Score -1952982 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -1952999.250000 Penalty: 4787.874512
	Iteration 45Q: 3 clusters Score -1952999 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1953001.250000 Penalty: 4787.874512
	Iteration 46Q: 3 clusters Score -1953001 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -1953006.875000 Penalty: 4787.874512
	Iteration 47Q: 3 clusters Score -1953007 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1953008.375000 Penalty: 4787.874512
	Iteration 48Q: 3 clusters Score -1953008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -1953010.625000 Penalty: 4787.874512
	Iteration 49Q: 3 clusters Score -1953011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -1953010.625000 Penalty: 4787.874512
	Iteration 50Q: 3 clusters Score -1953011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -1953012.875000 Penalty: 4787.874512
	Iteration 51Q: 3 clusters Score -1953013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -1953011.125000 Penalty: 4787.874512
	Iteration 52Q: 3 clusters Score -1953011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -1953016.125000 Penalty: 4787.874512
	Iteration 53Q: 3 clusters Score -1953016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -1953017.125000 Penalty: 4787.874512
	Iteration 54Q: 3 clusters Score -1953017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -1953021.125000 Penalty: 4787.874512
	Iteration 55Q: 3 clusters Score -1953021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -1953019.375000 Penalty: 4787.874512
	Iteration 56Q: 3 clusters Score -1953019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -1953024.250000 Penalty: 4787.874512
	Iteration 57Q: 3 clusters Score -1953024 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -1953025.250000 Penalty: 4787.874512
	Iteration 58Q: 3 clusters Score -1953025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -1953024.125000 Penalty: 4787.874512
	Iteration 59Q: 3 clusters Score -1953024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -1953026.875000 Penalty: 4787.874512
	Iteration 60F: 3 clusters Score -1953027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -1953031.750000 Penalty: 4787.874512
	Iteration 61Q: 3 clusters Score -1953032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -1953028.625000 Penalty: 4787.874512
	Iteration 62Q: 3 clusters Score -1953029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -1953030.250000 Penalty: 4787.874512
	Iteration 63Q: 3 clusters Score -1953030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -1953030.875000 Penalty: 4787.874512
	Iteration 64Q: 3 clusters Score -1953031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -1953031.875000 Penalty: 4787.874512
	Iteration 65Q: 3 clusters Score -1953032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -1953037.750000 Penalty: 4787.874512
	Iteration 66Q: 3 clusters Score -1953038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -1953036.250000 Penalty: 4787.874512
	Iteration 67Q: 3 clusters Score -1953036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -1953038.500000 Penalty: 4787.874512
	Iteration 68Q: 3 clusters Score -1953038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -1953044.625000 Penalty: 4787.874512
	Iteration 69Q: 3 clusters Score -1953045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -1953044.000000 Penalty: 4787.874512
	Iteration 70Q: 3 clusters Score -1953044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -1953043.000000 Penalty: 4787.874512
	Iteration 71Q: 3 clusters Score -1953043 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -1953046.750000 Penalty: 4787.874512
	Iteration 72Q: 3 clusters Score -1953047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -1953049.000000 Penalty: 4787.874512
	Iteration 73Q: 3 clusters Score -1953049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -1953049.625000 Penalty: 4787.874512
	Iteration 74Q: 3 clusters Score -1953050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -1953052.875000 Penalty: 4787.874512
	Iteration 75Q: 3 clusters Score -1953053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -1953048.375000 Penalty: 4787.874512
	Iteration 76Q: 3 clusters Score -1953048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -1953051.750000 Penalty: 4787.874512
	Iteration 77Q: 3 clusters Score -1953052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 13422 members 
Entering Unmasked Estep 
Score: -1953050.125000 Penalty: 4787.874512
	Iteration 78Q: 3 clusters Score -1953050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -1953052.000000 Penalty: 4787.874512
	Iteration 79Q: 3 clusters Score -1953052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -1953052.750000 Penalty: 4787.874512
	Iteration 80F: 3 clusters Score -1953053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -1953053.125000 Penalty: 4787.874512
	Iteration 81Q: 3 clusters Score -1953053 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -1953055.750000 Penalty: 4787.874512
	Iteration 82Q: 3 clusters Score -1953056 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -1953064.625000 Penalty: 4787.874512
	Iteration 83Q: 3 clusters Score -1953065 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -1953064.625000 Penalty: 4787.874512
	Iteration 84Q: 3 clusters Score -1953065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -1953067.375000 Penalty: 4787.874512
	Iteration 85Q: 3 clusters Score -1953067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -1953068.500000 Penalty: 4787.874512
	Iteration 86Q: 3 clusters Score -1953068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -1953071.000000 Penalty: 4787.874512
	Iteration 87Q: 3 clusters Score -1953071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -1953069.875000 Penalty: 4787.874512
	Iteration 88Q: 3 clusters Score -1953070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -1953076.125000 Penalty: 4787.874512
	Iteration 89Q: 3 clusters Score -1953076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -1953077.000000 Penalty: 4787.874512
	Iteration 90Q: 3 clusters Score -1953077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -1953075.250000 Penalty: 4787.874512
	Iteration 91Q: 3 clusters Score -1953075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -1953076.250000 Penalty: 4787.874512
	Iteration 92Q: 3 clusters Score -1953076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -1953081.625000 Penalty: 4787.874512
	Iteration 93Q: 3 clusters Score -1953082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -1953078.750000 Penalty: 4787.874512
	Iteration 94Q: 3 clusters Score -1953079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -1953080.375000 Penalty: 4787.874512
	Iteration 95Q: 3 clusters Score -1953080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -1953079.875000 Penalty: 4787.874512
	Iteration 96Q: 3 clusters Score -1953080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -1953081.250000 Penalty: 4787.874512
	Iteration 97Q: 3 clusters Score -1953081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -1953082.875000 Penalty: 4787.874512
	Iteration 98Q: 3 clusters Score -1953083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -1953089.125000 Penalty: 4787.874512
	Iteration 99Q: 3 clusters Score -1953089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -1953091.375000 Penalty: 4787.874512
	Iteration 100F: 3 clusters Score -1953091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -1953090.375000 Penalty: 4787.874512
	Iteration 101Q: 3 clusters Score -1953090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -1953093.625000 Penalty: 4787.874512
	Iteration 102Q: 3 clusters Score -1953094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -1953092.500000 Penalty: 4787.874512
	Iteration 103Q: 3 clusters Score -1953092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -1953092.000000 Penalty: 4787.874512
	Iteration 104Q: 3 clusters Score -1953092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -1953092.000000 Penalty: 4787.874512
	Iteration 105F: 3 clusters Score -1953092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44068 members 
Entering Unmasked Estep 
Score: -5563119.000000 Penalty: 2651.985352
	Iteration 0F: 2 clusters Score -5563119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -5533371.500000 Penalty: 5303.970703
	Iteration 0F: 3 clusters Score -5533372 nChanged 20269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -5544398.000000 Penalty: 5303.970703
	Iteration 1F: 3 clusters Score -5544398 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -5544846.500000 Penalty: 5303.970703
	Iteration 2Q: 3 clusters Score -5544846 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -5545191.500000 Penalty: 5303.970703
	Iteration 3Q: 3 clusters Score -5545192 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -5545455.000000 Penalty: 5303.970703
	Iteration 4Q: 3 clusters Score -5545455 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -5545675.000000 Penalty: 5303.970703
	Iteration 5Q: 3 clusters Score -5545675 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -5545879.000000 Penalty: 5303.970703
	Iteration 6Q: 3 clusters Score -5545879 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -5546110.500000 Penalty: 5303.970703
	Iteration 7Q: 3 clusters Score -5546110 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -5546349.000000 Penalty: 5303.970703
	Iteration 8Q: 3 clusters Score -5546349 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -5546657.000000 Penalty: 5303.970703
	Iteration 9Q: 3 clusters Score -5546657 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -5547186.500000 Penalty: 5303.970703
	Iteration 10Q: 3 clusters Score -5547186 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -5547950.500000 Penalty: 5303.970703
	Iteration 11Q: 3 clusters Score -5547950 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -5549117.000000 Penalty: 5303.970703
	Iteration 12Q: 3 clusters Score -5549117 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 30860 members 
Entering Unmasked Estep 
Score: -5550627.000000 Penalty: 5303.970703
	Iteration 13F: 3 clusters Score -5550627 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 33252 members 
Entering Unmasked Estep 
Score: -5552579.000000 Penalty: 5303.970703
	Iteration 14F: 3 clusters Score -5552579 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 35640 members 
Entering Unmasked Estep 
Score: -5554538.500000 Penalty: 5303.970703
	Iteration 15F: 3 clusters Score -5554538 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -5556264.500000 Penalty: 5303.970703
	Iteration 16Q: 3 clusters Score -5556264 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 39270 members 
Entering Unmasked Estep 
Score: -5557581.000000 Penalty: 5303.970703
	Iteration 17Q: 3 clusters Score -5557581 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 40508 members 
Entering Unmasked Estep 
Score: -5558617.500000 Penalty: 5303.970703
	Iteration 18Q: 3 clusters Score -5558618 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 41399 members 
Entering Unmasked Estep 
Score: -5559296.000000 Penalty: 5303.970703
	Iteration 19Q: 3 clusters Score -5559296 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 42065 members 
Entering Unmasked Estep 
Score: -5559776.500000 Penalty: 5303.970703
	Iteration 20F: 3 clusters Score -5559776 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 42534 members 
Entering Unmasked Estep 
Score: -5560120.500000 Penalty: 5303.970703
	Iteration 21Q: 3 clusters Score -5560120 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 42831 members 
Entering Unmasked Estep 
Score: -5560346.000000 Penalty: 5303.970703
	Iteration 22Q: 3 clusters Score -5560346 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 43046 members 
Entering Unmasked Estep 
Score: -5560548.500000 Penalty: 5303.970703
	Iteration 23Q: 3 clusters Score -5560548 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 43188 members 
Entering Unmasked Estep 
Score: -5560669.000000 Penalty: 5303.970703
	Iteration 24Q: 3 clusters Score -5560669 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 43282 members 
Entering Unmasked Estep 
Score: -5560746.500000 Penalty: 5303.970703
	Iteration 25Q: 3 clusters Score -5560746 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 43337 members 
Entering Unmasked Estep 
Score: -5560792.500000 Penalty: 5303.970703
	Iteration 26Q: 3 clusters Score -5560792 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 43375 members 
Entering Unmasked Estep 
Score: -5560823.500000 Penalty: 5303.970703
	Iteration 27Q: 3 clusters Score -5560824 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 43400 members 
Entering Unmasked Estep 
Score: -5560841.000000 Penalty: 5303.970703
	Iteration 28Q: 3 clusters Score -5560841 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 43429 members 
Entering Unmasked Estep 
Score: -5560860.500000 Penalty: 5303.970703
	Iteration 29Q: 3 clusters Score -5560860 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 43449 members 
Entering Unmasked Estep 
Score: -5560866.500000 Penalty: 5303.970703
	Iteration 30Q: 3 clusters Score -5560866 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 43457 members 
Entering Unmasked Estep 
Score: -5560869.500000 Penalty: 5303.970703
	Iteration 31Q: 3 clusters Score -5560870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 43469 members 
Entering Unmasked Estep 
Score: -5560875.000000 Penalty: 5303.970703
	Iteration 32Q: 3 clusters Score -5560875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 43476 members 
Entering Unmasked Estep 
Score: -5560883.000000 Penalty: 5303.970703
	Iteration 33Q: 3 clusters Score -5560883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 43480 members 
Entering Unmasked Estep 
Score: -5560882.000000 Penalty: 5303.970703
	Iteration 34Q: 3 clusters Score -5560882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -5560886.000000 Penalty: 5303.970703
	Iteration 35Q: 3 clusters Score -5560886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 43486 members 
Entering Unmasked Estep 
Score: -5560892.500000 Penalty: 5303.970703
	Iteration 36Q: 3 clusters Score -5560892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 43490 members 
Entering Unmasked Estep 
Score: -5560903.500000 Penalty: 5303.970703
	Iteration 37Q: 3 clusters Score -5560904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 43492 members 
Entering Unmasked Estep 
Score: -5560895.000000 Penalty: 5303.970703
	Iteration 38Q: 3 clusters Score -5560895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 43498 members 
Entering Unmasked Estep 
Score: -5560896.500000 Penalty: 5303.970703
	Iteration 39Q: 3 clusters Score -5560896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 43502 members 
Entering Unmasked Estep 
Score: -5560902.500000 Penalty: 5303.970703
	Iteration 40F: 3 clusters Score -5560902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 43506 members 
Entering Unmasked Estep 
Score: -5560903.000000 Penalty: 5303.970703
	Iteration 41Q: 3 clusters Score -5560903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 43508 members 
Entering Unmasked Estep 
Score: -5560903.000000 Penalty: 5303.970703
	Iteration 42Q: 3 clusters Score -5560903 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 43509 members 
Entering Unmasked Estep 
Score: -5560901.500000 Penalty: 5303.970703
	Iteration 43Q: 3 clusters Score -5560902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 43509 members 
Entering Unmasked Estep 
Score: -5560901.500000 Penalty: 5303.970703
	Iteration 44F: 3 clusters Score -5560902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (261593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261593 members 
Entering Unmasked Estep 
Score: -32450472.000000 Penalty: 3093.687256
	Iteration 0F: 2 clusters Score -3.245047e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130834 members 
Mstep: Class 2 contains 130759 members 
Entering Unmasked Estep 
Score: -32286070.000000 Penalty: 6187.374512
	Iteration 0F: 3 clusters Score -3.228607e+07 nChanged 126790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131882 members 
Mstep: Class 2 contains 129711 members 
Entering Unmasked Estep 
Score: -32360010.000000 Penalty: 6187.374512
	Iteration 1F: 3 clusters Score -3.236001e+07 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132404 members 
Mstep: Class 2 contains 129189 members 
Entering Unmasked Estep 
Score: -32361170.000000 Penalty: 6187.374512
	Iteration 2Q: 3 clusters Score -3.236117e+07 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133295 members 
Mstep: Class 2 contains 128298 members 
Entering Unmasked Estep 
Score: -32362268.000000 Penalty: 6187.374512
	Iteration 3Q: 3 clusters Score -3.236227e+07 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134769 members 
Mstep: Class 2 contains 126824 members 
Entering Unmasked Estep 
Score: -32363618.000000 Penalty: 6187.374512
	Iteration 4Q: 3 clusters Score -3.236362e+07 nChanged 7510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137103 members 
Mstep: Class 2 contains 124490 members 
Entering Unmasked Estep 
Score: -32365538.000000 Penalty: 6187.374512
	Iteration 5Q: 3 clusters Score -3.236554e+07 nChanged 8580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140547 members 
Mstep: Class 2 contains 121046 members 
Entering Unmasked Estep 
Score: -32368492.000000 Penalty: 6187.374512
	Iteration 6Q: 3 clusters Score -3.236849e+07 nChanged 10560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145689 members 
Mstep: Class 2 contains 115904 members 
Entering Unmasked Estep 
Score: -32372878.000000 Penalty: 6187.374512
	Iteration 7Q: 3 clusters Score -3.237288e+07 nChanged 12992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152861 members 
Mstep: Class 2 contains 108732 members 
Entering Unmasked Estep 
Score: -32379484.000000 Penalty: 6187.374512
	Iteration 8Q: 3 clusters Score -3.237948e+07 nChanged 15652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161755 members 
Mstep: Class 2 contains 99838 members 
Entering Unmasked Estep 
Score: -32390500.000000 Penalty: 6187.374512
	Iteration 9F: 3 clusters Score -3.23905e+07 nChanged 17309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170710 members 
Mstep: Class 2 contains 90883 members 
Entering Unmasked Estep 
Score: -32403900.000000 Penalty: 6187.374512
	Iteration 10F: 3 clusters Score -3.24039e+07 nChanged 16433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177547 members 
Mstep: Class 2 contains 84046 members 
Entering Unmasked Estep 
Score: -32416290.000000 Penalty: 6187.374512
	Iteration 11F: 3 clusters Score -3.241629e+07 nChanged 12772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182105 members 
Mstep: Class 2 contains 79488 members 
Entering Unmasked Estep 
Score: -32423280.000000 Penalty: 6187.374512
	Iteration 12Q: 3 clusters Score -3.242328e+07 nChanged 8001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185770 members 
Mstep: Class 2 contains 75823 members 
Entering Unmasked Estep 
Score: -32426416.000000 Penalty: 6187.374512
	Iteration 13Q: 3 clusters Score -3.242642e+07 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189479 members 
Mstep: Class 2 contains 72114 members 
Entering Unmasked Estep 
Score: -32428598.000000 Penalty: 6187.374512
	Iteration 14Q: 3 clusters Score -3.24286e+07 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193340 members 
Mstep: Class 2 contains 68253 members 
Entering Unmasked Estep 
Score: -32430556.000000 Penalty: 6187.374512
	Iteration 15Q: 3 clusters Score -3.243056e+07 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197230 members 
Mstep: Class 2 contains 64363 members 
Entering Unmasked Estep 
Score: -32432736.000000 Penalty: 6187.374512
	Iteration 16Q: 3 clusters Score -3.243274e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201129 members 
Mstep: Class 2 contains 60464 members 
Entering Unmasked Estep 
Score: -32434964.000000 Penalty: 6187.374512
	Iteration 17Q: 3 clusters Score -3.243496e+07 nChanged 4642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204999 members 
Mstep: Class 2 contains 56594 members 
Entering Unmasked Estep 
Score: -32437124.000000 Penalty: 6187.374512
	Iteration 18Q: 3 clusters Score -3.243712e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208806 members 
Mstep: Class 2 contains 52787 members 
Entering Unmasked Estep 
Score: -32439070.000000 Penalty: 6187.374512
	Iteration 19Q: 3 clusters Score -3.243907e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212326 members 
Mstep: Class 2 contains 49267 members 
Entering Unmasked Estep 
Score: -32440868.000000 Penalty: 6187.374512
	Iteration 20F: 3 clusters Score -3.244087e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215637 members 
Mstep: Class 2 contains 45956 members 
Entering Unmasked Estep 
Score: -32442210.000000 Penalty: 6187.374512
	Iteration 21Q: 3 clusters Score -3.244221e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218785 members 
Mstep: Class 2 contains 42808 members 
Entering Unmasked Estep 
Score: -32443112.000000 Penalty: 6187.374512
	Iteration 22Q: 3 clusters Score -3.244311e+07 nChanged 3153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221746 members 
Mstep: Class 2 contains 39847 members 
Entering Unmasked Estep 
Score: -32444070.000000 Penalty: 6187.374512
	Iteration 23Q: 3 clusters Score -3.244407e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224639 members 
Mstep: Class 2 contains 36954 members 
Entering Unmasked Estep 
Score: -32444792.000000 Penalty: 6187.374512
	Iteration 24Q: 3 clusters Score -3.244479e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227325 members 
Mstep: Class 2 contains 34268 members 
Entering Unmasked Estep 
Score: -32445562.000000 Penalty: 6187.374512
	Iteration 25Q: 3 clusters Score -3.244556e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229792 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -32446110.000000 Penalty: 6187.374512
	Iteration 26Q: 3 clusters Score -3.244611e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232090 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -32446684.000000 Penalty: 6187.374512
	Iteration 27Q: 3 clusters Score -3.244668e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234347 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -32447044.000000 Penalty: 6187.374512
	Iteration 28Q: 3 clusters Score -3.244704e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236433 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -32447434.000000 Penalty: 6187.374512
	Iteration 29Q: 3 clusters Score -3.244743e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238306 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -32447702.000000 Penalty: 6187.374512
	Iteration 30Q: 3 clusters Score -3.24477e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239968 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -32447826.000000 Penalty: 6187.374512
	Iteration 31Q: 3 clusters Score -3.244783e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241524 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -32448042.000000 Penalty: 6187.374512
	Iteration 32Q: 3 clusters Score -3.244804e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242947 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -32448098.000000 Penalty: 6187.374512
	Iteration 33Q: 3 clusters Score -3.24481e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244267 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -32448150.000000 Penalty: 6187.374512
	Iteration 34Q: 3 clusters Score -3.244815e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245503 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -32448108.000000 Penalty: 6187.374512
	Iteration 35Q: 3 clusters Score -3.244811e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246612 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -32448098.000000 Penalty: 6187.374512
	Iteration 36Q: 3 clusters Score -3.24481e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247605 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -32448264.000000 Penalty: 6187.374512
	Iteration 37Q: 3 clusters Score -3.244826e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248557 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -32448340.000000 Penalty: 6187.374512
	Iteration 38Q: 3 clusters Score -3.244834e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249425 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -32448356.000000 Penalty: 6187.374512
	Iteration 39Q: 3 clusters Score -3.244836e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250235 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -32448412.000000 Penalty: 6187.374512
	Iteration 40F: 3 clusters Score -3.244841e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250996 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -32448396.000000 Penalty: 6187.374512
	Iteration 41Q: 3 clusters Score -3.24484e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251737 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -32448312.000000 Penalty: 6187.374512
	Iteration 42Q: 3 clusters Score -3.244831e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252431 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -32448324.000000 Penalty: 6187.374512
	Iteration 43Q: 3 clusters Score -3.244832e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253034 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -32448422.000000 Penalty: 6187.374512
	Iteration 44Q: 3 clusters Score -3.244842e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253619 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -32448496.000000 Penalty: 6187.374512
	Iteration 45Q: 3 clusters Score -3.24485e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254192 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -32448462.000000 Penalty: 6187.374512
	Iteration 46Q: 3 clusters Score -3.244846e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254724 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -32448452.000000 Penalty: 6187.374512
	Iteration 47Q: 3 clusters Score -3.244845e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255247 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -32448502.000000 Penalty: 6187.374512
	Iteration 48Q: 3 clusters Score -3.24485e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255710 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -32448552.000000 Penalty: 6187.374512
	Iteration 49Q: 3 clusters Score -3.244855e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256151 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -32448598.000000 Penalty: 6187.374512
	Iteration 50Q: 3 clusters Score -3.24486e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256543 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -32448602.000000 Penalty: 6187.374512
	Iteration 51Q: 3 clusters Score -3.24486e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256894 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -32448590.000000 Penalty: 6187.374512
	Iteration 52Q: 3 clusters Score -3.244859e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257199 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -32448592.000000 Penalty: 6187.374512
	Iteration 53Q: 3 clusters Score -3.244859e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257488 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -32448656.000000 Penalty: 6187.374512
	Iteration 54Q: 3 clusters Score -3.244866e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257741 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -32448644.000000 Penalty: 6187.374512
	Iteration 55Q: 3 clusters Score -3.244864e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257975 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -32448688.000000 Penalty: 6187.374512
	Iteration 56Q: 3 clusters Score -3.244869e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258175 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -32448676.000000 Penalty: 6187.374512
	Iteration 57Q: 3 clusters Score -3.244868e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258333 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -32448686.000000 Penalty: 6187.374512
	Iteration 58Q: 3 clusters Score -3.244869e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258479 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -32448716.000000 Penalty: 6187.374512
	Iteration 59Q: 3 clusters Score -3.244872e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258611 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -32448696.000000 Penalty: 6187.374512
	Iteration 60F: 3 clusters Score -3.24487e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258743 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -32448602.000000 Penalty: 6187.374512
	Iteration 61Q: 3 clusters Score -3.24486e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258871 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -32448616.000000 Penalty: 6187.374512
	Iteration 62Q: 3 clusters Score -3.244862e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258992 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -32448570.000000 Penalty: 6187.374512
	Iteration 63Q: 3 clusters Score -3.244857e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259110 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -32448554.000000 Penalty: 6187.374512
	Iteration 64Q: 3 clusters Score -3.244855e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259214 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -32448552.000000 Penalty: 6187.374512
	Iteration 65Q: 3 clusters Score -3.244855e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259308 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -32448540.000000 Penalty: 6187.374512
	Iteration 66Q: 3 clusters Score -3.244854e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259403 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -32448508.000000 Penalty: 6187.374512
	Iteration 67Q: 3 clusters Score -3.244851e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259480 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -32448526.000000 Penalty: 6187.374512
	Iteration 68Q: 3 clusters Score -3.244853e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259561 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -32448506.000000 Penalty: 6187.374512
	Iteration 69Q: 3 clusters Score -3.244851e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259633 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -32448486.000000 Penalty: 6187.374512
	Iteration 70Q: 3 clusters Score -3.244849e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259687 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -32448432.000000 Penalty: 6187.374512
	Iteration 71Q: 3 clusters Score -3.244843e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259739 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -32448432.000000 Penalty: 6187.374512
	Iteration 72Q: 3 clusters Score -3.244843e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259780 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -32448414.000000 Penalty: 6187.374512
	Iteration 73Q: 3 clusters Score -3.244841e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259820 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -32448390.000000 Penalty: 6187.374512
	Iteration 74Q: 3 clusters Score -3.244839e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259849 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -32448426.000000 Penalty: 6187.374512
	Iteration 75Q: 3 clusters Score -3.244843e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259872 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -32448416.000000 Penalty: 6187.374512
	Iteration 76Q: 3 clusters Score -3.244842e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259893 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -32448422.000000 Penalty: 6187.374512
	Iteration 77Q: 3 clusters Score -3.244842e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259909 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -32448442.000000 Penalty: 6187.374512
	Iteration 78Q: 3 clusters Score -3.244844e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259923 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -32448428.000000 Penalty: 6187.374512
	Iteration 79Q: 3 clusters Score -3.244843e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259946 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -32448448.000000 Penalty: 6187.374512
	Iteration 80F: 3 clusters Score -3.244845e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259963 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -32448430.000000 Penalty: 6187.374512
	Iteration 81Q: 3 clusters Score -3.244843e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259976 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -32448486.000000 Penalty: 6187.374512
	Iteration 82Q: 3 clusters Score -3.244849e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259986 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -32448476.000000 Penalty: 6187.374512
	Iteration 83Q: 3 clusters Score -3.244848e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259996 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -32448476.000000 Penalty: 6187.374512
	Iteration 84Q: 3 clusters Score -3.244848e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260002 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -32448442.000000 Penalty: 6187.374512
	Iteration 85Q: 3 clusters Score -3.244844e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260010 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -32448444.000000 Penalty: 6187.374512
	Iteration 86Q: 3 clusters Score -3.244844e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260016 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -32448474.000000 Penalty: 6187.374512
	Iteration 87Q: 3 clusters Score -3.244847e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260021 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -32448446.000000 Penalty: 6187.374512
	Iteration 88Q: 3 clusters Score -3.244845e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260023 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -32448444.000000 Penalty: 6187.374512
	Iteration 89Q: 3 clusters Score -3.244844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260025 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -32448450.000000 Penalty: 6187.374512
	Iteration 90Q: 3 clusters Score -3.244845e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260027 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -32448448.000000 Penalty: 6187.374512
	Iteration 91Q: 3 clusters Score -3.244845e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260027 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -32448448.000000 Penalty: 6187.374512
	Iteration 92F: 3 clusters Score -3.244845e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (93430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93430 members 
Entering Unmasked Estep 
Score: -11744068.000000 Penalty: 2838.352051
	Iteration 0F: 2 clusters Score -1.174407e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46843 members 
Mstep: Class 2 contains 46587 members 
Entering Unmasked Estep 
Score: -11681611.000000 Penalty: 5676.704102
	Iteration 0F: 3 clusters Score -1.168161e+07 nChanged 44070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49281 members 
Mstep: Class 2 contains 44149 members 
Entering Unmasked Estep 
Score: -11707113.000000 Penalty: 5676.704102
	Iteration 1F: 3 clusters Score -1.170711e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50924 members 
Mstep: Class 2 contains 42506 members 
Entering Unmasked Estep 
Score: -11707970.000000 Penalty: 5676.704102
	Iteration 2Q: 3 clusters Score -1.170797e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53306 members 
Mstep: Class 2 contains 40124 members 
Entering Unmasked Estep 
Score: -11709053.000000 Penalty: 5676.704102
	Iteration 3Q: 3 clusters Score -1.170905e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56706 members 
Mstep: Class 2 contains 36724 members 
Entering Unmasked Estep 
Score: -11710875.000000 Penalty: 5676.704102
	Iteration 4Q: 3 clusters Score -1.171088e+07 nChanged 5111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61469 members 
Mstep: Class 2 contains 31961 members 
Entering Unmasked Estep 
Score: -11713572.000000 Penalty: 5676.704102
	Iteration 5F: 3 clusters Score -1.171357e+07 nChanged 6565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67872 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -11718074.000000 Penalty: 5676.704102
	Iteration 6F: 3 clusters Score -1.171807e+07 nChanged 7737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75547 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -11724898.000000 Penalty: 5676.704102
	Iteration 7F: 3 clusters Score -1.17249e+07 nChanged 7559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83082 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -11732348.000000 Penalty: 5676.704102
	Iteration 8F: 3 clusters Score -1.173235e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88346 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -11737576.000000 Penalty: 5676.704102
	Iteration 9F: 3 clusters Score -1.173758e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91025 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -11740040.000000 Penalty: 5676.704102
	Iteration 10Q: 3 clusters Score -1.174004e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92110 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -11740985.000000 Penalty: 5676.704102
	Iteration 11Q: 3 clusters Score -1.174098e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92526 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -11741381.000000 Penalty: 5676.704102
	Iteration 12Q: 3 clusters Score -1.174138e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92702 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -11741516.000000 Penalty: 5676.704102
	Iteration 13Q: 3 clusters Score -1.174152e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92786 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -11741605.000000 Penalty: 5676.704102
	Iteration 14Q: 3 clusters Score -1.17416e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92826 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -11741671.000000 Penalty: 5676.704102
	Iteration 15Q: 3 clusters Score -1.174167e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92856 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -11741720.000000 Penalty: 5676.704102
	Iteration 16Q: 3 clusters Score -1.174172e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92866 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -11741725.000000 Penalty: 5676.704102
	Iteration 17Q: 3 clusters Score -1.174172e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92873 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -11741744.000000 Penalty: 5676.704102
	Iteration 18Q: 3 clusters Score -1.174174e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92879 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -11741759.000000 Penalty: 5676.704102
	Iteration 19Q: 3 clusters Score -1.174176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92881 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -11741761.000000 Penalty: 5676.704102
	Iteration 20F: 3 clusters Score -1.174176e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92882 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -11741761.000000 Penalty: 5676.704102
	Iteration 21Q: 3 clusters Score -1.174176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92883 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -11741759.000000 Penalty: 5676.704102
	Iteration 22Q: 3 clusters Score -1.174176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92885 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -11741759.000000 Penalty: 5676.704102
	Iteration 23Q: 3 clusters Score -1.174176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92888 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -11741763.000000 Penalty: 5676.704102
	Iteration 24Q: 3 clusters Score -1.174176e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92888 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -11741763.000000 Penalty: 5676.704102
	Iteration 25F: 3 clusters Score -1.174176e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (182467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182467 members 
Entering Unmasked Estep 
Score: -22706080.000000 Penalty: 3004.352539
	Iteration 0F: 2 clusters Score -2.270608e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91119 members 
Mstep: Class 2 contains 91348 members 
Entering Unmasked Estep 
Score: -22586494.000000 Penalty: 6008.705078
	Iteration 0F: 3 clusters Score -2.258649e+07 nChanged 87651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88750 members 
Mstep: Class 2 contains 93717 members 
Entering Unmasked Estep 
Score: -22639034.000000 Penalty: 6008.705078
	Iteration 1F: 3 clusters Score -2.263903e+07 nChanged 6966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86812 members 
Mstep: Class 2 contains 95655 members 
Entering Unmasked Estep 
Score: -22641236.000000 Penalty: 6008.705078
	Iteration 2Q: 3 clusters Score -2.264124e+07 nChanged 8157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83829 members 
Mstep: Class 2 contains 98638 members 
Entering Unmasked Estep 
Score: -22644776.000000 Penalty: 6008.705078
	Iteration 3Q: 3 clusters Score -2.264478e+07 nChanged 10122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79371 members 
Mstep: Class 2 contains 103096 members 
Entering Unmasked Estep 
Score: -22650522.000000 Penalty: 6008.705078
	Iteration 4F: 3 clusters Score -2.265052e+07 nChanged 11889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73548 members 
Mstep: Class 2 contains 108919 members 
Entering Unmasked Estep 
Score: -22659026.000000 Penalty: 6008.705078
	Iteration 5F: 3 clusters Score -2.265903e+07 nChanged 12953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67273 members 
Mstep: Class 2 contains 115194 members 
Entering Unmasked Estep 
Score: -22669362.000000 Penalty: 6008.705078
	Iteration 6F: 3 clusters Score -2.266936e+07 nChanged 12233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61856 members 
Mstep: Class 2 contains 120611 members 
Entering Unmasked Estep 
Score: -22679076.000000 Penalty: 6008.705078
	Iteration 7F: 3 clusters Score -2.267908e+07 nChanged 9610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58130 members 
Mstep: Class 2 contains 124337 members 
Entering Unmasked Estep 
Score: -22684422.000000 Penalty: 6008.705078
	Iteration 8F: 3 clusters Score -2.268442e+07 nChanged 6140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55280 members 
Mstep: Class 2 contains 127187 members 
Entering Unmasked Estep 
Score: -22686688.000000 Penalty: 6008.705078
	Iteration 9Q: 3 clusters Score -2.268669e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52644 members 
Mstep: Class 2 contains 129823 members 
Entering Unmasked Estep 
Score: -22688054.000000 Penalty: 6008.705078
	Iteration 10Q: 3 clusters Score -2.268805e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50051 members 
Mstep: Class 2 contains 132416 members 
Entering Unmasked Estep 
Score: -22689334.000000 Penalty: 6008.705078
	Iteration 11Q: 3 clusters Score -2.268933e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47421 members 
Mstep: Class 2 contains 135046 members 
Entering Unmasked Estep 
Score: -22690410.000000 Penalty: 6008.705078
	Iteration 12Q: 3 clusters Score -2.269041e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 137645 members 
Entering Unmasked Estep 
Score: -22691622.000000 Penalty: 6008.705078
	Iteration 13Q: 3 clusters Score -2.269162e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42205 members 
Mstep: Class 2 contains 140262 members 
Entering Unmasked Estep 
Score: -22692858.000000 Penalty: 6008.705078
	Iteration 14Q: 3 clusters Score -2.269286e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39629 members 
Mstep: Class 2 contains 142838 members 
Entering Unmasked Estep 
Score: -22694120.000000 Penalty: 6008.705078
	Iteration 15Q: 3 clusters Score -2.269412e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 145299 members 
Entering Unmasked Estep 
Score: -22695426.000000 Penalty: 6008.705078
	Iteration 16Q: 3 clusters Score -2.269543e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34738 members 
Mstep: Class 2 contains 147729 members 
Entering Unmasked Estep 
Score: -22696692.000000 Penalty: 6008.705078
	Iteration 17Q: 3 clusters Score -2.269669e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32518 members 
Mstep: Class 2 contains 149949 members 
Entering Unmasked Estep 
Score: -22697710.000000 Penalty: 6008.705078
	Iteration 18Q: 3 clusters Score -2.269771e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Mstep: Class 2 contains 152009 members 
Entering Unmasked Estep 
Score: -22698654.000000 Penalty: 6008.705078
	Iteration 19Q: 3 clusters Score -2.269865e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 154027 members 
Entering Unmasked Estep 
Score: -22699362.000000 Penalty: 6008.705078
	Iteration 20F: 3 clusters Score -2.269936e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 155923 members 
Entering Unmasked Estep 
Score: -22700032.000000 Penalty: 6008.705078
	Iteration 21Q: 3 clusters Score -2.270003e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 157657 members 
Entering Unmasked Estep 
Score: -22700466.000000 Penalty: 6008.705078
	Iteration 22Q: 3 clusters Score -2.270047e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23195 members 
Mstep: Class 2 contains 159272 members 
Entering Unmasked Estep 
Score: -22700844.000000 Penalty: 6008.705078
	Iteration 23Q: 3 clusters Score -2.270084e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 160864 members 
Entering Unmasked Estep 
Score: -22701184.000000 Penalty: 6008.705078
	Iteration 24Q: 3 clusters Score -2.270118e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 162369 members 
Entering Unmasked Estep 
Score: -22701522.000000 Penalty: 6008.705078
	Iteration 25Q: 3 clusters Score -2.270152e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 163831 members 
Entering Unmasked Estep 
Score: -22701892.000000 Penalty: 6008.705078
	Iteration 26Q: 3 clusters Score -2.270189e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 165213 members 
Entering Unmasked Estep 
Score: -22702244.000000 Penalty: 6008.705078
	Iteration 27Q: 3 clusters Score -2.270224e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 166520 members 
Entering Unmasked Estep 
Score: -22702454.000000 Penalty: 6008.705078
	Iteration 28Q: 3 clusters Score -2.270245e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 167714 members 
Entering Unmasked Estep 
Score: -22702556.000000 Penalty: 6008.705078
	Iteration 29Q: 3 clusters Score -2.270256e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 168792 members 
Entering Unmasked Estep 
Score: -22702756.000000 Penalty: 6008.705078
	Iteration 30Q: 3 clusters Score -2.270276e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 169811 members 
Entering Unmasked Estep 
Score: -22702974.000000 Penalty: 6008.705078
	Iteration 31Q: 3 clusters Score -2.270297e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 170731 members 
Entering Unmasked Estep 
Score: -22703078.000000 Penalty: 6008.705078
	Iteration 32Q: 3 clusters Score -2.270308e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 171616 members 
Entering Unmasked Estep 
Score: -22703250.000000 Penalty: 6008.705078
	Iteration 33Q: 3 clusters Score -2.270325e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 172450 members 
Entering Unmasked Estep 
Score: -22703450.000000 Penalty: 6008.705078
	Iteration 34Q: 3 clusters Score -2.270345e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 173205 members 
Entering Unmasked Estep 
Score: -22703512.000000 Penalty: 6008.705078
	Iteration 35Q: 3 clusters Score -2.270351e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 173942 members 
Entering Unmasked Estep 
Score: -22703708.000000 Penalty: 6008.705078
	Iteration 36Q: 3 clusters Score -2.270371e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 174593 members 
Entering Unmasked Estep 
Score: -22703754.000000 Penalty: 6008.705078
	Iteration 37Q: 3 clusters Score -2.270375e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 175174 members 
Entering Unmasked Estep 
Score: -22703790.000000 Penalty: 6008.705078
	Iteration 38Q: 3 clusters Score -2.270379e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 175707 members 
Entering Unmasked Estep 
Score: -22703884.000000 Penalty: 6008.705078
	Iteration 39Q: 3 clusters Score -2.270388e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 176205 members 
Entering Unmasked Estep 
Score: -22703976.000000 Penalty: 6008.705078
	Iteration 40F: 3 clusters Score -2.270398e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 176636 members 
Entering Unmasked Estep 
Score: -22704034.000000 Penalty: 6008.705078
	Iteration 41Q: 3 clusters Score -2.270403e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 176989 members 
Entering Unmasked Estep 
Score: -22703928.000000 Penalty: 6008.705078
	Iteration 42Q: 3 clusters Score -2.270393e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 177297 members 
Entering Unmasked Estep 
Score: -22703982.000000 Penalty: 6008.705078
	Iteration 43Q: 3 clusters Score -2.270398e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 177574 members 
Entering Unmasked Estep 
Score: -22703994.000000 Penalty: 6008.705078
	Iteration 44Q: 3 clusters Score -2.270399e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 177823 members 
Entering Unmasked Estep 
Score: -22703996.000000 Penalty: 6008.705078
	Iteration 45Q: 3 clusters Score -2.2704e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 178044 members 
Entering Unmasked Estep 
Score: -22704032.000000 Penalty: 6008.705078
	Iteration 46Q: 3 clusters Score -2.270403e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 178229 members 
Entering Unmasked Estep 
Score: -22704070.000000 Penalty: 6008.705078
	Iteration 47Q: 3 clusters Score -2.270407e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 178395 members 
Entering Unmasked Estep 
Score: -22704044.000000 Penalty: 6008.705078
	Iteration 48Q: 3 clusters Score -2.270404e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 178541 members 
Entering Unmasked Estep 
Score: -22704014.000000 Penalty: 6008.705078
	Iteration 49Q: 3 clusters Score -2.270401e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 178679 members 
Entering Unmasked Estep 
Score: -22703996.000000 Penalty: 6008.705078
	Iteration 50Q: 3 clusters Score -2.2704e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 178791 members 
Entering Unmasked Estep 
Score: -22704008.000000 Penalty: 6008.705078
	Iteration 51Q: 3 clusters Score -2.270401e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 178897 members 
Entering Unmasked Estep 
Score: -22703992.000000 Penalty: 6008.705078
	Iteration 52Q: 3 clusters Score -2.270399e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 178979 members 
Entering Unmasked Estep 
Score: -22704020.000000 Penalty: 6008.705078
	Iteration 53Q: 3 clusters Score -2.270402e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 179050 members 
Entering Unmasked Estep 
Score: -22704042.000000 Penalty: 6008.705078
	Iteration 54Q: 3 clusters Score -2.270404e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 179114 members 
Entering Unmasked Estep 
Score: -22704010.000000 Penalty: 6008.705078
	Iteration 55Q: 3 clusters Score -2.270401e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 179188 members 
Entering Unmasked Estep 
Score: -22704026.000000 Penalty: 6008.705078
	Iteration 56Q: 3 clusters Score -2.270403e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 179272 members 
Entering Unmasked Estep 
Score: -22704068.000000 Penalty: 6008.705078
	Iteration 57Q: 3 clusters Score -2.270407e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 179362 members 
Entering Unmasked Estep 
Score: -22704094.000000 Penalty: 6008.705078
	Iteration 58Q: 3 clusters Score -2.270409e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 179454 members 
Entering Unmasked Estep 
Score: -22704080.000000 Penalty: 6008.705078
	Iteration 59Q: 3 clusters Score -2.270408e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 179519 members 
Entering Unmasked Estep 
Score: -22704098.000000 Penalty: 6008.705078
	Iteration 60F: 3 clusters Score -2.27041e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 179575 members 
Entering Unmasked Estep 
Score: -22704100.000000 Penalty: 6008.705078
	Iteration 61Q: 3 clusters Score -2.27041e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 179634 members 
Entering Unmasked Estep 
Score: -22704072.000000 Penalty: 6008.705078
	Iteration 62Q: 3 clusters Score -2.270407e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 179679 members 
Entering Unmasked Estep 
Score: -22704096.000000 Penalty: 6008.705078
	Iteration 63Q: 3 clusters Score -2.27041e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 179716 members 
Entering Unmasked Estep 
Score: -22704066.000000 Penalty: 6008.705078
	Iteration 64Q: 3 clusters Score -2.270407e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 179747 members 
Entering Unmasked Estep 
Score: -22704070.000000 Penalty: 6008.705078
	Iteration 65Q: 3 clusters Score -2.270407e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 179780 members 
Entering Unmasked Estep 
Score: -22704064.000000 Penalty: 6008.705078
	Iteration 66Q: 3 clusters Score -2.270406e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 179818 members 
Entering Unmasked Estep 
Score: -22704074.000000 Penalty: 6008.705078
	Iteration 67Q: 3 clusters Score -2.270407e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 179850 members 
Entering Unmasked Estep 
Score: -22704044.000000 Penalty: 6008.705078
	Iteration 68Q: 3 clusters Score -2.270404e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 179879 members 
Entering Unmasked Estep 
Score: -22704056.000000 Penalty: 6008.705078
	Iteration 69Q: 3 clusters Score -2.270406e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 179909 members 
Entering Unmasked Estep 
Score: -22704066.000000 Penalty: 6008.705078
	Iteration 70Q: 3 clusters Score -2.270407e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 179938 members 
Entering Unmasked Estep 
Score: -22704076.000000 Penalty: 6008.705078
	Iteration 71Q: 3 clusters Score -2.270408e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 179970 members 
Entering Unmasked Estep 
Score: -22704068.000000 Penalty: 6008.705078
	Iteration 72Q: 3 clusters Score -2.270407e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 180004 members 
Entering Unmasked Estep 
Score: -22704096.000000 Penalty: 6008.705078
	Iteration 73Q: 3 clusters Score -2.27041e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 180034 members 
Entering Unmasked Estep 
Score: -22704086.000000 Penalty: 6008.705078
	Iteration 74Q: 3 clusters Score -2.270409e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 180050 members 
Entering Unmasked Estep 
Score: -22704068.000000 Penalty: 6008.705078
	Iteration 75Q: 3 clusters Score -2.270407e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 180070 members 
Entering Unmasked Estep 
Score: -22704070.000000 Penalty: 6008.705078
	Iteration 76Q: 3 clusters Score -2.270407e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 180087 members 
Entering Unmasked Estep 
Score: -22704076.000000 Penalty: 6008.705078
	Iteration 77Q: 3 clusters Score -2.270408e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 180095 members 
Entering Unmasked Estep 
Score: -22704080.000000 Penalty: 6008.705078
	Iteration 78Q: 3 clusters Score -2.270408e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 180105 members 
Entering Unmasked Estep 
Score: -22704080.000000 Penalty: 6008.705078
	Iteration 79Q: 3 clusters Score -2.270408e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 180119 members 
Entering Unmasked Estep 
Score: -22704108.000000 Penalty: 6008.705078
	Iteration 80F: 3 clusters Score -2.270411e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 180130 members 
Entering Unmasked Estep 
Score: -22704114.000000 Penalty: 6008.705078
	Iteration 81Q: 3 clusters Score -2.270411e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 180138 members 
Entering Unmasked Estep 
Score: -22704108.000000 Penalty: 6008.705078
	Iteration 82Q: 3 clusters Score -2.270411e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 180147 members 
Entering Unmasked Estep 
Score: -22704102.000000 Penalty: 6008.705078
	Iteration 83Q: 3 clusters Score -2.27041e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 180156 members 
Entering Unmasked Estep 
Score: -22704114.000000 Penalty: 6008.705078
	Iteration 84Q: 3 clusters Score -2.270411e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 180159 members 
Entering Unmasked Estep 
Score: -22704106.000000 Penalty: 6008.705078
	Iteration 85Q: 3 clusters Score -2.270411e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 180163 members 
Entering Unmasked Estep 
Score: -22704098.000000 Penalty: 6008.705078
	Iteration 86Q: 3 clusters Score -2.27041e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 180164 members 
Entering Unmasked Estep 
Score: -22704100.000000 Penalty: 6008.705078
	Iteration 87Q: 3 clusters Score -2.27041e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 180164 members 
Entering Unmasked Estep 
Score: -22704100.000000 Penalty: 6008.705078
	Iteration 88F: 3 clusters Score -2.27041e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Entering Unmasked Estep 
Score: -363785.375000 Penalty: 1981.158691
	Iteration 0F: 2 clusters Score -363785.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -360562.062500 Penalty: 3962.317383
	Iteration 0F: 3 clusters Score -360562.1 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -361208.625000 Penalty: 3962.317383
	Iteration 1F: 3 clusters Score -361208.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -361346.750000 Penalty: 3962.317383
	Iteration 2F: 3 clusters Score -361346.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -361437.187500 Penalty: 3962.317383
	Iteration 3Q: 3 clusters Score -361437.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -361500.406250 Penalty: 3962.317383
	Iteration 4Q: 3 clusters Score -361500.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -361544.000000 Penalty: 3962.317383
	Iteration 5Q: 3 clusters Score -361544 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -361574.437500 Penalty: 3962.317383
	Iteration 6Q: 3 clusters Score -361574.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -361596.062500 Penalty: 3962.317383
	Iteration 7Q: 3 clusters Score -361596.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -361619.625000 Penalty: 3962.317383
	Iteration 8Q: 3 clusters Score -361619.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -361640.843750 Penalty: 3962.317383
	Iteration 9Q: 3 clusters Score -361640.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -361660.281250 Penalty: 3962.317383
	Iteration 10Q: 3 clusters Score -361660.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -361678.218750 Penalty: 3962.317383
	Iteration 11Q: 3 clusters Score -361678.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -361698.843750 Penalty: 3962.317383
	Iteration 12Q: 3 clusters Score -361698.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -361714.875000 Penalty: 3962.317383
	Iteration 13Q: 3 clusters Score -361714.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -361721.625000 Penalty: 3962.317383
	Iteration 14Q: 3 clusters Score -361721.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -361726.906250 Penalty: 3962.317383
	Iteration 15Q: 3 clusters Score -361726.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -361734.531250 Penalty: 3962.317383
	Iteration 16Q: 3 clusters Score -361734.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -361741.468750 Penalty: 3962.317383
	Iteration 17Q: 3 clusters Score -361741.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -361747.000000 Penalty: 3962.317383
	Iteration 18Q: 3 clusters Score -361747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -361753.593750 Penalty: 3962.317383
	Iteration 19Q: 3 clusters Score -361753.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -361758.281250 Penalty: 3962.317383
	Iteration 20F: 3 clusters Score -361758.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -361761.406250 Penalty: 3962.317383
	Iteration 21Q: 3 clusters Score -361761.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -361763.875000 Penalty: 3962.317383
	Iteration 22Q: 3 clusters Score -361763.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -361765.437500 Penalty: 3962.317383
	Iteration 23Q: 3 clusters Score -361765.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -361765.781250 Penalty: 3962.317383
	Iteration 24Q: 3 clusters Score -361765.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -361766.843750 Penalty: 3962.317383
	Iteration 25Q: 3 clusters Score -361766.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -361769.531250 Penalty: 3962.317383
	Iteration 26Q: 3 clusters Score -361769.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -361769.468750 Penalty: 3962.317383
	Iteration 27Q: 3 clusters Score -361769.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -361769.468750 Penalty: 3962.317383
	Iteration 28F: 3 clusters Score -361769.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Entering Unmasked Estep 
Score: -502785.093750 Penalty: 2075.205566
	Iteration 0F: 2 clusters Score -502785.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -498735.937500 Penalty: 4150.411133
	Iteration 0F: 3 clusters Score -498735.9 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -499979.156250 Penalty: 4150.411133
	Iteration 1F: 3 clusters Score -499979.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -500397.062500 Penalty: 4150.411133
	Iteration 2F: 3 clusters Score -500397.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -500696.187500 Penalty: 4150.411133
	Iteration 3F: 3 clusters Score -500696.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -500910.125000 Penalty: 4150.411133
	Iteration 4F: 3 clusters Score -500910.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -501065.625000 Penalty: 4150.411133
	Iteration 5Q: 3 clusters Score -501065.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -501157.312500 Penalty: 4150.411133
	Iteration 6Q: 3 clusters Score -501157.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -501226.593750 Penalty: 4150.411133
	Iteration 7Q: 3 clusters Score -501226.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -501272.968750 Penalty: 4150.411133
	Iteration 8Q: 3 clusters Score -501273 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -501316.937500 Penalty: 4150.411133
	Iteration 9Q: 3 clusters Score -501316.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -501360.250000 Penalty: 4150.411133
	Iteration 10Q: 3 clusters Score -501360.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -501398.875000 Penalty: 4150.411133
	Iteration 11Q: 3 clusters Score -501398.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -501435.281250 Penalty: 4150.411133
	Iteration 12Q: 3 clusters Score -501435.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -501469.500000 Penalty: 4150.411133
	Iteration 13Q: 3 clusters Score -501469.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -501502.625000 Penalty: 4150.411133
	Iteration 14Q: 3 clusters Score -501502.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -501541.468750 Penalty: 4150.411133
	Iteration 15Q: 3 clusters Score -501541.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -501582.750000 Penalty: 4150.411133
	Iteration 16Q: 3 clusters Score -501582.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -501622.593750 Penalty: 4150.411133
	Iteration 17Q: 3 clusters Score -501622.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -501664.375000 Penalty: 4150.411133
	Iteration 18Q: 3 clusters Score -501664.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -501702.031250 Penalty: 4150.411133
	Iteration 19Q: 3 clusters Score -501702 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -501730.906250 Penalty: 4150.411133
	Iteration 20F: 3 clusters Score -501730.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -501751.875000 Penalty: 4150.411133
	Iteration 21Q: 3 clusters Score -501751.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -501777.656250 Penalty: 4150.411133
	Iteration 22Q: 3 clusters Score -501777.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -501799.906250 Penalty: 4150.411133
	Iteration 23Q: 3 clusters Score -501799.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -501819.093750 Penalty: 4150.411133
	Iteration 24Q: 3 clusters Score -501819.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -501834.843750 Penalty: 4150.411133
	Iteration 25Q: 3 clusters Score -501834.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -501851.062500 Penalty: 4150.411133
	Iteration 26Q: 3 clusters Score -501851.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -501862.437500 Penalty: 4150.411133
	Iteration 27Q: 3 clusters Score -501862.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -501877.593750 Penalty: 4150.411133
	Iteration 28Q: 3 clusters Score -501877.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -501899.781250 Penalty: 4150.411133
	Iteration 29Q: 3 clusters Score -501899.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -501927.281250 Penalty: 4150.411133
	Iteration 30Q: 3 clusters Score -501927.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -501955.656250 Penalty: 4150.411133
	Iteration 31Q: 3 clusters Score -501955.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -501976.312500 Penalty: 4150.411133
	Iteration 32Q: 3 clusters Score -501976.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -501992.562500 Penalty: 4150.411133
	Iteration 33Q: 3 clusters Score -501992.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -502004.968750 Penalty: 4150.411133
	Iteration 34Q: 3 clusters Score -502005 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -502020.687500 Penalty: 4150.411133
	Iteration 35Q: 3 clusters Score -502020.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -502035.375000 Penalty: 4150.411133
	Iteration 36Q: 3 clusters Score -502035.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -502045.187500 Penalty: 4150.411133
	Iteration 37Q: 3 clusters Score -502045.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -502055.687500 Penalty: 4150.411133
	Iteration 38Q: 3 clusters Score -502055.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -502070.375000 Penalty: 4150.411133
	Iteration 39Q: 3 clusters Score -502070.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -502091.531250 Penalty: 4150.411133
	Iteration 40F: 3 clusters Score -502091.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -502104.031250 Penalty: 4150.411133
	Iteration 41Q: 3 clusters Score -502104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -502113.250000 Penalty: 4150.411133
	Iteration 42Q: 3 clusters Score -502113.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -502117.593750 Penalty: 4150.411133
	Iteration 43Q: 3 clusters Score -502117.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -502120.656250 Penalty: 4150.411133
	Iteration 44Q: 3 clusters Score -502120.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -502124.218750 Penalty: 4150.411133
	Iteration 45Q: 3 clusters Score -502124.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -502126.437500 Penalty: 4150.411133
	Iteration 46Q: 3 clusters Score -502126.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -502129.562500 Penalty: 4150.411133
	Iteration 47Q: 3 clusters Score -502129.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -502133.750000 Penalty: 4150.411133
	Iteration 48Q: 3 clusters Score -502133.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -502135.375000 Penalty: 4150.411133
	Iteration 49Q: 3 clusters Score -502135.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -502135.968750 Penalty: 4150.411133
	Iteration 50Q: 3 clusters Score -502136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -502136.875000 Penalty: 4150.411133
	Iteration 51Q: 3 clusters Score -502136.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -502136.875000 Penalty: 4150.411133
	Iteration 52F: 3 clusters Score -502136.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (28528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Entering Unmasked Estep 
Score: -3591728.500000 Penalty: 2544.143066
	Iteration 0F: 2 clusters Score -3591728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -3572240.750000 Penalty: 5088.286133
	Iteration 0F: 3 clusters Score -3572241 nChanged 12698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -3579019.000000 Penalty: 5088.286133
	Iteration 1F: 3 clusters Score -3579019 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -3579668.500000 Penalty: 5088.286133
	Iteration 2F: 3 clusters Score -3579668 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16347 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -3580461.500000 Penalty: 5088.286133
	Iteration 3F: 3 clusters Score -3580462 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -3581501.750000 Penalty: 5088.286133
	Iteration 4F: 3 clusters Score -3581502 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -3582736.000000 Penalty: 5088.286133
	Iteration 5F: 3 clusters Score -3582736 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -3584193.250000 Penalty: 5088.286133
	Iteration 6F: 3 clusters Score -3584193 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -3585600.250000 Penalty: 5088.286133
	Iteration 7F: 3 clusters Score -3585600 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -3586805.750000 Penalty: 5088.286133
	Iteration 8F: 3 clusters Score -3586806 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23985 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -3587809.500000 Penalty: 5088.286133
	Iteration 9Q: 3 clusters Score -3587810 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24805 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -3588498.500000 Penalty: 5088.286133
	Iteration 10Q: 3 clusters Score -3588498 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -3588964.250000 Penalty: 5088.286133
	Iteration 11Q: 3 clusters Score -3588964 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25831 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -3589270.500000 Penalty: 5088.286133
	Iteration 12Q: 3 clusters Score -3589270 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -3589461.250000 Penalty: 5088.286133
	Iteration 13Q: 3 clusters Score -3589461 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26396 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -3589605.750000 Penalty: 5088.286133
	Iteration 14Q: 3 clusters Score -3589606 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26593 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -3589711.500000 Penalty: 5088.286133
	Iteration 15Q: 3 clusters Score -3589712 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3589789.750000 Penalty: 5088.286133
	Iteration 16Q: 3 clusters Score -3589790 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -3589822.250000 Penalty: 5088.286133
	Iteration 17Q: 3 clusters Score -3589822 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3589870.000000 Penalty: 5088.286133
	Iteration 18Q: 3 clusters Score -3589870 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3589880.750000 Penalty: 5088.286133
	Iteration 19Q: 3 clusters Score -3589881 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -3589925.500000 Penalty: 5088.286133
	Iteration 20F: 3 clusters Score -3589926 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27172 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -3589957.500000 Penalty: 5088.286133
	Iteration 21Q: 3 clusters Score -3589958 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3589979.750000 Penalty: 5088.286133
	Iteration 22Q: 3 clusters Score -3589980 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3590010.250000 Penalty: 5088.286133
	Iteration 23Q: 3 clusters Score -3590010 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27335 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -3590036.750000 Penalty: 5088.286133
	Iteration 24Q: 3 clusters Score -3590037 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3590052.000000 Penalty: 5088.286133
	Iteration 25Q: 3 clusters Score -3590052 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3590075.000000 Penalty: 5088.286133
	Iteration 26Q: 3 clusters Score -3590075 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3590078.500000 Penalty: 5088.286133
	Iteration 27Q: 3 clusters Score -3590078 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3590090.000000 Penalty: 5088.286133
	Iteration 28Q: 3 clusters Score -3590090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3590090.000000 Penalty: 5088.286133
	Iteration 29Q: 3 clusters Score -3590090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3590097.750000 Penalty: 5088.286133
	Iteration 30Q: 3 clusters Score -3590098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -3590108.000000 Penalty: 5088.286133
	Iteration 31Q: 3 clusters Score -3590108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3590116.000000 Penalty: 5088.286133
	Iteration 32Q: 3 clusters Score -3590116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27552 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -3590119.000000 Penalty: 5088.286133
	Iteration 33Q: 3 clusters Score -3590119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3590112.250000 Penalty: 5088.286133
	Iteration 34Q: 3 clusters Score -3590112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3590115.750000 Penalty: 5088.286133
	Iteration 35Q: 3 clusters Score -3590116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27574 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3590116.750000 Penalty: 5088.286133
	Iteration 36Q: 3 clusters Score -3590117 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -3590122.000000 Penalty: 5088.286133
	Iteration 37Q: 3 clusters Score -3590122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27584 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3590121.750000 Penalty: 5088.286133
	Iteration 38Q: 3 clusters Score -3590122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3590124.500000 Penalty: 5088.286133
	Iteration 39Q: 3 clusters Score -3590124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3590121.750000 Penalty: 5088.286133
	Iteration 40F: 3 clusters Score -3590122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3590123.500000 Penalty: 5088.286133
	Iteration 41Q: 3 clusters Score -3590124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3590124.750000 Penalty: 5088.286133
	Iteration 42Q: 3 clusters Score -3590125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27609 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3590126.000000 Penalty: 5088.286133
	Iteration 43Q: 3 clusters Score -3590126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3590128.250000 Penalty: 5088.286133
	Iteration 44Q: 3 clusters Score -3590128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3590126.250000 Penalty: 5088.286133
	Iteration 45Q: 3 clusters Score -3590126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3590130.250000 Penalty: 5088.286133
	Iteration 46Q: 3 clusters Score -3590130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27622 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3590131.750000 Penalty: 5088.286133
	Iteration 47Q: 3 clusters Score -3590132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3590132.750000 Penalty: 5088.286133
	Iteration 48Q: 3 clusters Score -3590133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27623 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3590132.750000 Penalty: 5088.286133
	Iteration 49F: 3 clusters Score -3590133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Entering Unmasked Estep 
Score: -2438527.000000 Penalty: 2446.624756
	Iteration 0F: 2 clusters Score -2438527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -2424855.500000 Penalty: 4893.249512
	Iteration 0F: 3 clusters Score -2424856 nChanged 8479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -2429360.750000 Penalty: 4893.249512
	Iteration 1F: 3 clusters Score -2429361 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -2429678.750000 Penalty: 4893.249512
	Iteration 2Q: 3 clusters Score -2429679 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -2429922.500000 Penalty: 4893.249512
	Iteration 3Q: 3 clusters Score -2429922 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -2430135.750000 Penalty: 4893.249512
	Iteration 4Q: 3 clusters Score -2430136 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -2430375.000000 Penalty: 4893.249512
	Iteration 5Q: 3 clusters Score -2430375 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -2430655.750000 Penalty: 4893.249512
	Iteration 6Q: 3 clusters Score -2430656 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -2431003.000000 Penalty: 4893.249512
	Iteration 7Q: 3 clusters Score -2431003 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -2431516.750000 Penalty: 4893.249512
	Iteration 8Q: 3 clusters Score -2431517 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -2432222.750000 Penalty: 4893.249512
	Iteration 9F: 3 clusters Score -2432223 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -2433189.000000 Penalty: 4893.249512
	Iteration 10F: 3 clusters Score -2433189 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -2434264.250000 Penalty: 4893.249512
	Iteration 11F: 3 clusters Score -2434264 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2435145.500000 Penalty: 4893.249512
	Iteration 12Q: 3 clusters Score -2435146 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2435672.250000 Penalty: 4893.249512
	Iteration 13Q: 3 clusters Score -2435672 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2435962.500000 Penalty: 4893.249512
	Iteration 14Q: 3 clusters Score -2435962 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2436140.250000 Penalty: 4893.249512
	Iteration 15Q: 3 clusters Score -2436140 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2436253.000000 Penalty: 4893.249512
	Iteration 16Q: 3 clusters Score -2436253 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2436336.750000 Penalty: 4893.249512
	Iteration 17Q: 3 clusters Score -2436337 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2436379.000000 Penalty: 4893.249512
	Iteration 18Q: 3 clusters Score -2436379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -2436403.250000 Penalty: 4893.249512
	Iteration 19Q: 3 clusters Score -2436403 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -2436415.000000 Penalty: 4893.249512
	Iteration 20F: 3 clusters Score -2436415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -2436416.000000 Penalty: 4893.249512
	Iteration 21Q: 3 clusters Score -2436416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2436419.750000 Penalty: 4893.249512
	Iteration 22Q: 3 clusters Score -2436420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -2436419.750000 Penalty: 4893.249512
	Iteration 23F: 3 clusters Score -2436420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Entering Unmasked Estep 
Score: -234305.765625 Penalty: 1901.455200
	Iteration 0F: 2 clusters Score -234305.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -231672.015625 Penalty: 3802.910400
	Iteration 0F: 3 clusters Score -231672 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -232297.046875 Penalty: 3802.910400
	Iteration 1F: 3 clusters Score -232297 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -232596.953125 Penalty: 3802.910400
	Iteration 2F: 3 clusters Score -232597 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -232969.781250 Penalty: 3802.910400
	Iteration 3F: 3 clusters Score -232969.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -233349.687500 Penalty: 3802.910400
	Iteration 4F: 3 clusters Score -233349.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -233595.281250 Penalty: 3802.910400
	Iteration 5F: 3 clusters Score -233595.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -233749.203125 Penalty: 3802.910400
	Iteration 6F: 3 clusters Score -233749.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -233856.312500 Penalty: 3802.910400
	Iteration 7Q: 3 clusters Score -233856.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -233970.656250 Penalty: 3802.910400
	Iteration 8Q: 3 clusters Score -233970.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -234164.531250 Penalty: 3802.910400
	Iteration 9Q: 3 clusters Score -234164.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -234247.671875 Penalty: 3802.910400
	Iteration 10Q: 3 clusters Score -234247.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -234286.515625 Penalty: 3802.910400
	Iteration 11Q: 3 clusters Score -234286.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -234319.640625 Penalty: 3802.910400
	Iteration 12Q: 3 clusters Score -234319.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -234332.546875 Penalty: 3802.910400
	Iteration 13Q: 3 clusters Score -234332.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -234340.375000 Penalty: 3802.910400
	Iteration 14Q: 3 clusters Score -234340.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -234341.546875 Penalty: 3802.910400
	Iteration 15Q: 3 clusters Score -234341.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -234341.671875 Penalty: 3802.910400
	Iteration 16Q: 3 clusters Score -234341.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -234341.671875 Penalty: 3802.910400
	Iteration 17F: 3 clusters Score -234341.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54952 members 
Mstep: Class 2 contains 5613 members 
Mstep: Class 3 contains 30603 members 
Mstep: Class 4 contains 57237 members 
Mstep: Class 5 contains 4700 members 
Mstep: Class 6 contains 22071 members 
Mstep: Class 7 contains 12455 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15568 members 
Mstep: Class 12 contains 44068 members 
Mstep: Class 13 contains 261593 members 
Mstep: Class 14 contains 93430 members 
Mstep: Class 15 contains 182467 members 
Mstep: Class 16 contains 2947 members 
Mstep: Class 17 contains 4306 members 
Mstep: Class 18 contains 28528 members 
Mstep: Class 19 contains 19253 members 
Mstep: Class 20 contains 348 members 
Mstep: Class 21 contains 6905 members 
Mstep: Class 22 contains 1038 members 
Mstep: Class 23 contains 1789 members 
Entering Unmasked Estep 
Score: -104776032.000000 Penalty: 77926.218750
Splitting cluster 20 changes total score from -104777424.000000 to -104776032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (6905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Entering Unmasked Estep 
Score: -875128.312500 Penalty: 2192.320312
	Iteration 0F: 2 clusters Score -875128.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -869378.750000 Penalty: 4384.640625
	Iteration 0F: 3 clusters Score -869378.8 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -870832.562500 Penalty: 4384.640625
	Iteration 1F: 3 clusters Score -870832.6 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -871072.062500 Penalty: 4384.640625
	Iteration 2F: 3 clusters Score -871072.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -871212.750000 Penalty: 4384.640625
	Iteration 3Q: 3 clusters Score -871212.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -871331.187500 Penalty: 4384.640625
	Iteration 4Q: 3 clusters Score -871331.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -871432.687500 Penalty: 4384.640625
	Iteration 5Q: 3 clusters Score -871432.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -871541.812500 Penalty: 4384.640625
	Iteration 6Q: 3 clusters Score -871541.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -871648.875000 Penalty: 4384.640625
	Iteration 7Q: 3 clusters Score -871648.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -871761.687500 Penalty: 4384.640625
	Iteration 8Q: 3 clusters Score -871761.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -871883.312500 Penalty: 4384.640625
	Iteration 9Q: 3 clusters Score -871883.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -872035.375000 Penalty: 4384.640625
	Iteration 10Q: 3 clusters Score -872035.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -872197.250000 Penalty: 4384.640625
	Iteration 11Q: 3 clusters Score -872197.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -872377.875000 Penalty: 4384.640625
	Iteration 12Q: 3 clusters Score -872377.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -872545.062500 Penalty: 4384.640625
	Iteration 13Q: 3 clusters Score -872545.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -872704.437500 Penalty: 4384.640625
	Iteration 14Q: 3 clusters Score -872704.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -872797.937500 Penalty: 4384.640625
	Iteration 15Q: 3 clusters Score -872797.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -872887.250000 Penalty: 4384.640625
	Iteration 16Q: 3 clusters Score -872887.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -872953.125000 Penalty: 4384.640625
	Iteration 17Q: 3 clusters Score -872953.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -873002.625000 Penalty: 4384.640625
	Iteration 18Q: 3 clusters Score -873002.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -873047.687500 Penalty: 4384.640625
	Iteration 19Q: 3 clusters Score -873047.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -873069.187500 Penalty: 4384.640625
	Iteration 20F: 3 clusters Score -873069.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -873089.500000 Penalty: 4384.640625
	Iteration 21Q: 3 clusters Score -873089.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -873106.562500 Penalty: 4384.640625
	Iteration 22Q: 3 clusters Score -873106.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -873124.062500 Penalty: 4384.640625
	Iteration 23Q: 3 clusters Score -873124.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -873137.687500 Penalty: 4384.640625
	Iteration 24Q: 3 clusters Score -873137.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -873156.437500 Penalty: 4384.640625
	Iteration 25Q: 3 clusters Score -873156.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -873174.062500 Penalty: 4384.640625
	Iteration 26Q: 3 clusters Score -873174.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -873182.750000 Penalty: 4384.640625
	Iteration 27Q: 3 clusters Score -873182.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -873185.875000 Penalty: 4384.640625
	Iteration 28Q: 3 clusters Score -873185.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -873190.250000 Penalty: 4384.640625
	Iteration 29Q: 3 clusters Score -873190.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -873194.250000 Penalty: 4384.640625
	Iteration 30Q: 3 clusters Score -873194.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -873197.500000 Penalty: 4384.640625
	Iteration 31Q: 3 clusters Score -873197.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -873205.812500 Penalty: 4384.640625
	Iteration 32Q: 3 clusters Score -873205.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -873205.812500 Penalty: 4384.640625
	Iteration 33F: 3 clusters Score -873205.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Entering Unmasked Estep 
Score: -121662.609375 Penalty: 1722.372681
	Iteration 0F: 2 clusters Score -121662.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -119698.875000 Penalty: 3444.745361
	Iteration 0F: 3 clusters Score -119698.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -120094.531250 Penalty: 3444.745361
	Iteration 1F: 3 clusters Score -120094.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -120253.703125 Penalty: 3444.745361
	Iteration 2F: 3 clusters Score -120253.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -120355.648438 Penalty: 3444.745361
	Iteration 3F: 3 clusters Score -120355.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -120446.984375 Penalty: 3444.745361
	Iteration 4Q: 3 clusters Score -120447 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -120506.070312 Penalty: 3444.745361
	Iteration 5Q: 3 clusters Score -120506.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -120545.703125 Penalty: 3444.745361
	Iteration 6Q: 3 clusters Score -120545.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -120590.593750 Penalty: 3444.745361
	Iteration 7Q: 3 clusters Score -120590.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -120613.023438 Penalty: 3444.745361
	Iteration 8Q: 3 clusters Score -120613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -120632.585938 Penalty: 3444.745361
	Iteration 9Q: 3 clusters Score -120632.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -120643.703125 Penalty: 3444.745361
	Iteration 10Q: 3 clusters Score -120643.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -120666.328125 Penalty: 3444.745361
	Iteration 11Q: 3 clusters Score -120666.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -120679.648438 Penalty: 3444.745361
	Iteration 12Q: 3 clusters Score -120679.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -120687.734375 Penalty: 3444.745361
	Iteration 13Q: 3 clusters Score -120687.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -120692.648438 Penalty: 3444.745361
	Iteration 14Q: 3 clusters Score -120692.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -120698.062500 Penalty: 3444.745361
	Iteration 15Q: 3 clusters Score -120698.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -120702.718750 Penalty: 3444.745361
	Iteration 16Q: 3 clusters Score -120702.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -120709.460938 Penalty: 3444.745361
	Iteration 17Q: 3 clusters Score -120709.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -120713.726562 Penalty: 3444.745361
	Iteration 18Q: 3 clusters Score -120713.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -120715.507812 Penalty: 3444.745361
	Iteration 19Q: 3 clusters Score -120715.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -120716.601562 Penalty: 3444.745361
	Iteration 20F: 3 clusters Score -120716.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54952 members 
Mstep: Class 2 contains 5613 members 
Mstep: Class 3 contains 30603 members 
Mstep: Class 4 contains 57237 members 
Mstep: Class 5 contains 4700 members 
Mstep: Class 6 contains 22071 members 
Mstep: Class 7 contains 12455 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15568 members 
Mstep: Class 12 contains 44068 members 
Mstep: Class 13 contains 261593 members 
Mstep: Class 14 contains 93430 members 
Mstep: Class 15 contains 182467 members 
Mstep: Class 16 contains 2947 members 
Mstep: Class 17 contains 4306 members 
Mstep: Class 18 contains 28528 members 
Mstep: Class 19 contains 19253 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6905 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777512.000000 Penalty: 74538.125000
Iteration 479Q: 23 clusters Score -1.047775e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54953 members 
Mstep: Class 2 contains 5613 members 
Mstep: Class 3 contains 30598 members 
Mstep: Class 4 contains 57237 members 
Mstep: Class 5 contains 4700 members 
Mstep: Class 6 contains 22071 members 
Mstep: Class 7 contains 12456 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15568 members 
Mstep: Class 12 contains 44068 members 
Mstep: Class 13 contains 261624 members 
Mstep: Class 14 contains 93416 members 
Mstep: Class 15 contains 182451 members 
Mstep: Class 16 contains 2947 members 
Mstep: Class 17 contains 4307 members 
Mstep: Class 18 contains 28528 members 
Mstep: Class 19 contains 19254 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6905 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777456.000000 Penalty: 74538.125000
Iteration 480F: 23 clusters Score -1.047775e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54951 members 
Mstep: Class 2 contains 5613 members 
Mstep: Class 3 contains 30597 members 
Mstep: Class 4 contains 57234 members 
Mstep: Class 5 contains 4700 members 
Mstep: Class 6 contains 22071 members 
Mstep: Class 7 contains 12458 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15567 members 
Mstep: Class 12 contains 44069 members 
Mstep: Class 13 contains 261677 members 
Mstep: Class 14 contains 93402 members 
Mstep: Class 15 contains 182420 members 
Mstep: Class 16 contains 2947 members 
Mstep: Class 17 contains 4307 members 
Mstep: Class 18 contains 28524 members 
Mstep: Class 19 contains 19253 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6906 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777464.000000 Penalty: 74538.125000
Iteration 481Q: 23 clusters Score -1.047775e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54950 members 
Mstep: Class 2 contains 5613 members 
Mstep: Class 3 contains 30591 members 
Mstep: Class 4 contains 57230 members 
Mstep: Class 5 contains 4700 members 
Mstep: Class 6 contains 22070 members 
Mstep: Class 7 contains 12458 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15567 members 
Mstep: Class 12 contains 44070 members 
Mstep: Class 13 contains 261722 members 
Mstep: Class 14 contains 93386 members 
Mstep: Class 15 contains 182397 members 
Mstep: Class 16 contains 2947 members 
Mstep: Class 17 contains 4308 members 
Mstep: Class 18 contains 28526 members 
Mstep: Class 19 contains 19252 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6909 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777416.000000 Penalty: 74538.125000
Iteration 482Q: 23 clusters Score -1.047774e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54950 members 
Mstep: Class 2 contains 5613 members 
Mstep: Class 3 contains 30589 members 
Mstep: Class 4 contains 57227 members 
Mstep: Class 5 contains 4700 members 
Mstep: Class 6 contains 22071 members 
Mstep: Class 7 contains 12457 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15567 members 
Mstep: Class 12 contains 44067 members 
Mstep: Class 13 contains 261755 members 
Mstep: Class 14 contains 93377 members 
Mstep: Class 15 contains 182381 members 
Mstep: Class 16 contains 2947 members 
Mstep: Class 17 contains 4308 members 
Mstep: Class 18 contains 28525 members 
Mstep: Class 19 contains 19251 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6911 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777416.000000 Penalty: 74538.125000
Iteration 483Q: 23 clusters Score -1.047774e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54951 members 
Mstep: Class 2 contains 5613 members 
Mstep: Class 3 contains 30589 members 
Mstep: Class 4 contains 57221 members 
Mstep: Class 5 contains 4700 members 
Mstep: Class 6 contains 22071 members 
Mstep: Class 7 contains 12454 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15569 members 
Mstep: Class 12 contains 44069 members 
Mstep: Class 13 contains 261777 members 
Mstep: Class 14 contains 93368 members 
Mstep: Class 15 contains 182377 members 
Mstep: Class 16 contains 2946 members 
Mstep: Class 17 contains 4308 members 
Mstep: Class 18 contains 28520 members 
Mstep: Class 19 contains 19251 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6912 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777440.000000 Penalty: 74538.125000
Iteration 484Q: 23 clusters Score -1.047774e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54947 members 
Mstep: Class 2 contains 5613 members 
Mstep: Class 3 contains 30587 members 
Mstep: Class 4 contains 57218 members 
Mstep: Class 5 contains 4701 members 
Mstep: Class 6 contains 22070 members 
Mstep: Class 7 contains 12454 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15571 members 
Mstep: Class 12 contains 44070 members 
Mstep: Class 13 contains 261802 members 
Mstep: Class 14 contains 93357 members 
Mstep: Class 15 contains 182376 members 
Mstep: Class 16 contains 2943 members 
Mstep: Class 17 contains 4308 members 
Mstep: Class 18 contains 28518 members 
Mstep: Class 19 contains 19249 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6912 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777480.000000 Penalty: 74538.125000
Iteration 485Q: 23 clusters Score -1.047775e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54946 members 
Mstep: Class 2 contains 5613 members 
Mstep: Class 3 contains 30583 members 
Mstep: Class 4 contains 57218 members 
Mstep: Class 5 contains 4701 members 
Mstep: Class 6 contains 22071 members 
Mstep: Class 7 contains 12456 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15571 members 
Mstep: Class 12 contains 44072 members 
Mstep: Class 13 contains 261826 members 
Mstep: Class 14 contains 93347 members 
Mstep: Class 15 contains 182361 members 
Mstep: Class 16 contains 2943 members 
Mstep: Class 17 contains 4308 members 
Mstep: Class 18 contains 28516 members 
Mstep: Class 19 contains 19252 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6912 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777408.000000 Penalty: 74538.125000
Iteration 486Q: 23 clusters Score -1.047774e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54944 members 
Mstep: Class 2 contains 5613 members 
Mstep: Class 3 contains 30583 members 
Mstep: Class 4 contains 57217 members 
Mstep: Class 5 contains 4701 members 
Mstep: Class 6 contains 22072 members 
Mstep: Class 7 contains 12455 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15573 members 
Mstep: Class 12 contains 44073 members 
Mstep: Class 13 contains 261849 members 
Mstep: Class 14 contains 93332 members 
Mstep: Class 15 contains 182352 members 
Mstep: Class 16 contains 2943 members 
Mstep: Class 17 contains 4308 members 
Mstep: Class 18 contains 28516 members 
Mstep: Class 19 contains 19253 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6912 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777464.000000 Penalty: 74538.125000
Iteration 487Q: 23 clusters Score -1.047775e+08 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54945 members 
Mstep: Class 2 contains 5613 members 
Mstep: Class 3 contains 30579 members 
Mstep: Class 4 contains 57217 members 
Mstep: Class 5 contains 4701 members 
Mstep: Class 6 contains 22072 members 
Mstep: Class 7 contains 12454 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15573 members 
Mstep: Class 12 contains 44072 members 
Mstep: Class 13 contains 261866 members 
Mstep: Class 14 contains 93317 members 
Mstep: Class 15 contains 182353 members 
Mstep: Class 16 contains 2943 members 
Mstep: Class 17 contains 4308 members 
Mstep: Class 18 contains 28519 members 
Mstep: Class 19 contains 19252 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6912 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777376.000000 Penalty: 74538.125000
Iteration 488Q: 23 clusters Score -1.047774e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54942 members 
Mstep: Class 2 contains 5613 members 
Mstep: Class 3 contains 30575 members 
Mstep: Class 4 contains 57213 members 
Mstep: Class 5 contains 4701 members 
Mstep: Class 6 contains 22072 members 
Mstep: Class 7 contains 12451 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15572 members 
Mstep: Class 12 contains 44073 members 
Mstep: Class 13 contains 261889 members 
Mstep: Class 14 contains 93308 members 
Mstep: Class 15 contains 182352 members 
Mstep: Class 16 contains 2943 members 
Mstep: Class 17 contains 4308 members 
Mstep: Class 18 contains 28518 members 
Mstep: Class 19 contains 19254 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6912 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777352.000000 Penalty: 74538.125000
Iteration 489Q: 23 clusters Score -1.047774e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54943 members 
Mstep: Class 2 contains 5613 members 
Mstep: Class 3 contains 30571 members 
Mstep: Class 4 contains 57213 members 
Mstep: Class 5 contains 4701 members 
Mstep: Class 6 contains 22075 members 
Mstep: Class 7 contains 12450 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15571 members 
Mstep: Class 12 contains 44071 members 
Mstep: Class 13 contains 261915 members 
Mstep: Class 14 contains 93302 members 
Mstep: Class 15 contains 182339 members 
Mstep: Class 16 contains 2943 members 
Mstep: Class 17 contains 4308 members 
Mstep: Class 18 contains 28515 members 
Mstep: Class 19 contains 19254 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6912 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777328.000000 Penalty: 74538.125000
Iteration 490Q: 23 clusters Score -1.047773e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54945 members 
Mstep: Class 2 contains 5613 members 
Mstep: Class 3 contains 30564 members 
Mstep: Class 4 contains 57211 members 
Mstep: Class 5 contains 4701 members 
Mstep: Class 6 contains 22075 members 
Mstep: Class 7 contains 12450 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15569 members 
Mstep: Class 12 contains 44072 members 
Mstep: Class 13 contains 261948 members 
Mstep: Class 14 contains 93298 members 
Mstep: Class 15 contains 182321 members 
Mstep: Class 16 contains 2943 members 
Mstep: Class 17 contains 4308 members 
Mstep: Class 18 contains 28513 members 
Mstep: Class 19 contains 19253 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6912 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777328.000000 Penalty: 74538.125000
Iteration 491Q: 23 clusters Score -1.047773e+08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54940 members 
Mstep: Class 2 contains 5613 members 
Mstep: Class 3 contains 30556 members 
Mstep: Class 4 contains 57212 members 
Mstep: Class 5 contains 4701 members 
Mstep: Class 6 contains 22076 members 
Mstep: Class 7 contains 12450 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15568 members 
Mstep: Class 12 contains 44069 members 
Mstep: Class 13 contains 261968 members 
Mstep: Class 14 contains 93300 members 
Mstep: Class 15 contains 182317 members 
Mstep: Class 16 contains 2943 members 
Mstep: Class 17 contains 4308 members 
Mstep: Class 18 contains 28508 members 
Mstep: Class 19 contains 19255 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6912 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777344.000000 Penalty: 74538.125000
Iteration 492Q: 23 clusters Score -1.047773e+08 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54939 members 
Mstep: Class 2 contains 5614 members 
Mstep: Class 3 contains 30548 members 
Mstep: Class 4 contains 57210 members 
Mstep: Class 5 contains 4700 members 
Mstep: Class 6 contains 22075 members 
Mstep: Class 7 contains 12450 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15569 members 
Mstep: Class 12 contains 44069 members 
Mstep: Class 13 contains 262002 members 
Mstep: Class 14 contains 93294 members 
Mstep: Class 15 contains 182300 members 
Mstep: Class 16 contains 2943 members 
Mstep: Class 17 contains 4308 members 
Mstep: Class 18 contains 28508 members 
Mstep: Class 19 contains 19255 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6912 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777344.000000 Penalty: 74538.125000
Iteration 493Q: 23 clusters Score -1.047773e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54933 members 
Mstep: Class 2 contains 5615 members 
Mstep: Class 3 contains 30541 members 
Mstep: Class 4 contains 57206 members 
Mstep: Class 5 contains 4700 members 
Mstep: Class 6 contains 22075 members 
Mstep: Class 7 contains 12450 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15570 members 
Mstep: Class 12 contains 44070 members 
Mstep: Class 13 contains 262041 members 
Mstep: Class 14 contains 93290 members 
Mstep: Class 15 contains 182278 members 
Mstep: Class 16 contains 2943 members 
Mstep: Class 17 contains 4309 members 
Mstep: Class 18 contains 28507 members 
Mstep: Class 19 contains 19256 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6912 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777448.000000 Penalty: 74538.125000
Iteration 494Q: 23 clusters Score -1.047774e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54932 members 
Mstep: Class 2 contains 5615 members 
Mstep: Class 3 contains 30534 members 
Mstep: Class 4 contains 57199 members 
Mstep: Class 5 contains 4699 members 
Mstep: Class 6 contains 22075 members 
Mstep: Class 7 contains 12451 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15570 members 
Mstep: Class 12 contains 44073 members 
Mstep: Class 13 contains 262089 members 
Mstep: Class 14 contains 93284 members 
Mstep: Class 15 contains 182250 members 
Mstep: Class 16 contains 2943 members 
Mstep: Class 17 contains 4309 members 
Mstep: Class 18 contains 28507 members 
Mstep: Class 19 contains 19254 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6912 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777504.000000 Penalty: 74538.125000
Iteration 495Q: 23 clusters Score -1.047775e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54928 members 
Mstep: Class 2 contains 5615 members 
Mstep: Class 3 contains 30526 members 
Mstep: Class 4 contains 57196 members 
Mstep: Class 5 contains 4698 members 
Mstep: Class 6 contains 22077 members 
Mstep: Class 7 contains 12452 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15572 members 
Mstep: Class 12 contains 44070 members 
Mstep: Class 13 contains 262135 members 
Mstep: Class 14 contains 93279 members 
Mstep: Class 15 contains 182226 members 
Mstep: Class 16 contains 2943 members 
Mstep: Class 17 contains 4308 members 
Mstep: Class 18 contains 28506 members 
Mstep: Class 19 contains 19253 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6912 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777392.000000 Penalty: 74538.125000
Iteration 496Q: 23 clusters Score -1.047774e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54924 members 
Mstep: Class 2 contains 5615 members 
Mstep: Class 3 contains 30521 members 
Mstep: Class 4 contains 57198 members 
Mstep: Class 5 contains 4696 members 
Mstep: Class 6 contains 22078 members 
Mstep: Class 7 contains 12452 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15574 members 
Mstep: Class 12 contains 44070 members 
Mstep: Class 13 contains 262178 members 
Mstep: Class 14 contains 93271 members 
Mstep: Class 15 contains 182206 members 
Mstep: Class 16 contains 2943 members 
Mstep: Class 17 contains 4307 members 
Mstep: Class 18 contains 28496 members 
Mstep: Class 19 contains 19255 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6912 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777512.000000 Penalty: 74538.125000
Iteration 497Q: 23 clusters Score -1.047775e+08 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54922 members 
Mstep: Class 2 contains 5616 members 
Mstep: Class 3 contains 30517 members 
Mstep: Class 4 contains 57200 members 
Mstep: Class 5 contains 4696 members 
Mstep: Class 6 contains 22076 members 
Mstep: Class 7 contains 12453 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15572 members 
Mstep: Class 12 contains 44070 members 
Mstep: Class 13 contains 262225 members 
Mstep: Class 14 contains 93265 members 
Mstep: Class 15 contains 182177 members 
Mstep: Class 16 contains 2942 members 
Mstep: Class 17 contains 4306 members 
Mstep: Class 18 contains 28492 members 
Mstep: Class 19 contains 19255 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6912 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777560.000000 Penalty: 74538.125000
Iteration 498Q: 23 clusters Score -1.047776e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54912 members 
Mstep: Class 2 contains 5618 members 
Mstep: Class 3 contains 30515 members 
Mstep: Class 4 contains 57201 members 
Mstep: Class 5 contains 4696 members 
Mstep: Class 6 contains 22075 members 
Mstep: Class 7 contains 12454 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15570 members 
Mstep: Class 12 contains 44070 members 
Mstep: Class 13 contains 262278 members 
Mstep: Class 14 contains 93261 members 
Mstep: Class 15 contains 182144 members 
Mstep: Class 16 contains 2942 members 
Mstep: Class 17 contains 4307 members 
Mstep: Class 18 contains 28490 members 
Mstep: Class 19 contains 19251 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6912 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777672.000000 Penalty: 74538.125000
Iteration 499Q: 23 clusters Score -1.047777e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 54910 members 
Mstep: Class 2 contains 5619 members 
Mstep: Class 3 contains 30512 members 
Mstep: Class 4 contains 57203 members 
Mstep: Class 5 contains 4697 members 
Mstep: Class 6 contains 22075 members 
Mstep: Class 7 contains 12454 members 
Mstep: Class 8 contains 701 members 
Mstep: Class 9 contains 1044 members 
Mstep: Class 10 contains 5785 members 
Mstep: Class 11 contains 15569 members 
Mstep: Class 12 contains 44070 members 
Mstep: Class 13 contains 262305 members 
Mstep: Class 14 contains 93253 members 
Mstep: Class 15 contains 182123 members 
Mstep: Class 16 contains 2942 members 
Mstep: Class 17 contains 4307 members 
Mstep: Class 18 contains 28493 members 
Mstep: Class 19 contains 19252 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6912 members 
Mstep: Class 22 contains 1038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777672.000000 Penalty: 74538.125000
Iteration 500F: 23 clusters Score -1.047777e+08 nChanged 108
Maximum iterations exceeded
--- Evaluating fit on full set of 2572252 points ---
Entering Unmasked Estep 
Score: -317714432.000000 Penalty: 80532.156250
20->23 Clusters: Score -317714432.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 857417 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42961 members 
Mstep: Class 2 contains 42780 members 
Mstep: Class 3 contains 43125 members 
Mstep: Class 4 contains 42656 members 
Mstep: Class 5 contains 43154 members 
Mstep: Class 6 contains 43048 members 
Mstep: Class 7 contains 42741 members 
Mstep: Class 8 contains 43215 members 
Mstep: Class 9 contains 42504 members 
Mstep: Class 10 contains 42870 members 
Mstep: Class 11 contains 42671 members 
Mstep: Class 12 contains 42822 members 
Mstep: Class 13 contains 42871 members 
Mstep: Class 14 contains 42877 members 
Mstep: Class 15 contains 42613 members 
Mstep: Class 16 contains 43018 members 
Mstep: Class 17 contains 42911 members 
Mstep: Class 18 contains 42622 members 
Mstep: Class 19 contains 42887 members 
Mstep: Class 20 contains 43071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 331.098816 but Gain 3388.097656
Score: -100534672.000000 Penalty: 64373.832031
Iteration 0F: 20 clusters Score -1.005347e+08 nChanged 810147
Entering Unmasked Mstep 
Mstep: Class 0 contains 2379 members 
Mstep: Class 1 contains 63889 members 
Mstep: Class 2 contains 23697 members 
Mstep: Class 3 contains 15021 members 
Mstep: Class 4 contains 72196 members 
Mstep: Class 5 contains 53738 members 
Mstep: Class 7 contains 34625 members 
Mstep: Class 8 contains 61379 members 
Mstep: Class 9 contains 33223 members 
Mstep: Class 10 contains 20512 members 
Mstep: Class 11 contains 82251 members 
Mstep: Class 12 contains 17229 members 
Mstep: Class 13 contains 19297 members 
Mstep: Class 14 contains 73451 members 
Mstep: Class 15 contains 132520 members 
Mstep: Class 16 contains 28651 members 
Mstep: Class 17 contains 50239 members 
Mstep: Class 18 contains 38687 members 
Mstep: Class 19 contains 24261 members 
Mstep: Class 20 contains 10172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103297096.000000 Penalty: 64373.832031
Iteration 1F: 20 clusters Score -1.032971e+08 nChanged 308976
Entering Unmasked Mstep 
Mstep: Class 0 contains 2181 members 
Mstep: Class 1 contains 53429 members 
Mstep: Class 2 contains 29125 members 
Mstep: Class 3 contains 11756 members 
Mstep: Class 4 contains 61039 members 
Mstep: Class 5 contains 46808 members 
Mstep: Class 7 contains 26546 members 
Mstep: Class 8 contains 65814 members 
Mstep: Class 9 contains 23614 members 
Mstep: Class 10 contains 15490 members 
Mstep: Class 11 contains 86111 members 
Mstep: Class 12 contains 12425 members 
Mstep: Class 13 contains 16008 members 
Mstep: Class 14 contains 91750 members 
Mstep: Class 15 contains 195064 members 
Mstep: Class 16 contains 18151 members 
Mstep: Class 17 contains 35302 members 
Mstep: Class 18 contains 41615 members 
Mstep: Class 19 contains 21397 members 
Mstep: Class 20 contains 3792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1712.777710 but Gain 3388.097656
Score: -103791616.000000 Penalty: 60985.734375
Iteration 2F: 19 clusters Score -1.037916e+08 nChanged 206636
Entering Unmasked Mstep 
Mstep: Class 0 contains 2114 members 
Mstep: Class 1 contains 43329 members 
Mstep: Class 2 contains 37247 members 
Mstep: Class 3 contains 7925 members 
Mstep: Class 4 contains 54192 members 
Mstep: Class 5 contains 36431 members 
Mstep: Class 7 contains 19106 members 
Mstep: Class 8 contains 79454 members 
Mstep: Class 9 contains 24043 members 
Mstep: Class 10 contains 11761 members 
Mstep: Class 11 contains 87517 members 
Mstep: Class 12 contains 9545 members 
Mstep: Class 13 contains 10395 members 
Mstep: Class 14 contains 95402 members 
Mstep: Class 15 contains 242298 members 
Mstep: Class 16 contains 11818 members 
Mstep: Class 17 contains 28281 members 
Mstep: Class 18 contains 38305 members 
Mstep: Class 19 contains 18254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103983352.000000 Penalty: 60985.734375
Iteration 3F: 19 clusters Score -1.039834e+08 nChanged 148776
Entering Unmasked Mstep 
Mstep: Class 0 contains 2030 members 
Mstep: Class 1 contains 34327 members 
Mstep: Class 2 contains 45571 members 
Mstep: Class 3 contains 5234 members 
Mstep: Class 4 contains 46476 members 
Mstep: Class 5 contains 27884 members 
Mstep: Class 7 contains 12905 members 
Mstep: Class 8 contains 89343 members 
Mstep: Class 9 contains 26292 members 
Mstep: Class 10 contains 9760 members 
Mstep: Class 11 contains 89829 members 
Mstep: Class 12 contains 7939 members 
Mstep: Class 13 contains 6086 members 
Mstep: Class 14 contains 93633 members 
Mstep: Class 15 contains 273369 members 
Mstep: Class 16 contains 8198 members 
Mstep: Class 17 contains 25303 members 
Mstep: Class 18 contains 36105 members 
Mstep: Class 19 contains 17133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104084688.000000 Penalty: 60985.734375
Iteration 4F: 19 clusters Score -1.040847e+08 nChanged 110823
Entering Unmasked Mstep 
Mstep: Class 0 contains 1977 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 52477 members 
Mstep: Class 3 contains 3975 members 
Mstep: Class 4 contains 39114 members 
Mstep: Class 5 contains 21612 members 
Mstep: Class 7 contains 8702 members 
Mstep: Class 8 contains 93824 members 
Mstep: Class 9 contains 28997 members 
Mstep: Class 10 contains 8931 members 
Mstep: Class 11 contains 95807 members 
Mstep: Class 12 contains 7326 members 
Mstep: Class 13 contains 4618 members 
Mstep: Class 14 contains 92476 members 
Mstep: Class 15 contains 286484 members 
Mstep: Class 16 contains 6127 members 
Mstep: Class 17 contains 23973 members 
Mstep: Class 18 contains 37157 members 
Mstep: Class 19 contains 18264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104173080.000000 Penalty: 60985.734375
Iteration 5F: 19 clusters Score -1.041731e+08 nChanged 90965
Entering Unmasked Mstep 
Mstep: Class 0 contains 1287 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 57768 members 
Mstep: Class 3 contains 3742 members 
Mstep: Class 4 contains 32591 members 
Mstep: Class 5 contains 16107 members 
Mstep: Class 7 contains 5965 members 
Mstep: Class 8 contains 94779 members 
Mstep: Class 9 contains 31588 members 
Mstep: Class 10 contains 8825 members 
Mstep: Class 11 contains 104652 members 
Mstep: Class 12 contains 7368 members 
Mstep: Class 13 contains 4751 members 
Mstep: Class 14 contains 92480 members 
Mstep: Class 15 contains 288562 members 
Mstep: Class 16 contains 4964 members 
Mstep: Class 17 contains 23328 members 
Mstep: Class 18 contains 39418 members 
Mstep: Class 19 contains 20544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104312864.000000 Penalty: 60985.734375
Iteration 6F: 19 clusters Score -1.043129e+08 nChanged 82984
Entering Unmasked Mstep 
Mstep: Class 0 contains 746 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 62855 members 
Mstep: Class 3 contains 4244 members 
Mstep: Class 4 contains 27183 members 
Mstep: Class 5 contains 6500 members 
Mstep: Class 7 contains 4329 members 
Mstep: Class 8 contains 94156 members 
Mstep: Class 9 contains 33501 members 
Mstep: Class 10 contains 9364 members 
Mstep: Class 11 contains 116681 members 
Mstep: Class 12 contains 8193 members 
Mstep: Class 13 contains 5281 members 
Mstep: Class 14 contains 94148 members 
Mstep: Class 15 contains 283945 members 
Mstep: Class 16 contains 4498 members 
Mstep: Class 17 contains 22969 members 
Mstep: Class 18 contains 41845 members 
Mstep: Class 19 contains 23336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104461912.000000 Penalty: 60985.734375
Iteration 7F: 19 clusters Score -1.044619e+08 nChanged 74162
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 65918 members 
Mstep: Class 3 contains 5915 members 
Mstep: Class 4 contains 22535 members 
Mstep: Class 5 contains 2724 members 
Mstep: Class 7 contains 3474 members 
Mstep: Class 8 contains 92371 members 
Mstep: Class 9 contains 34845 members 
Mstep: Class 10 contains 9358 members 
Mstep: Class 11 contains 131675 members 
Mstep: Class 12 contains 8724 members 
Mstep: Class 13 contains 5850 members 
Mstep: Class 14 contains 97837 members 
Mstep: Class 15 contains 272219 members 
Mstep: Class 16 contains 4247 members 
Mstep: Class 17 contains 22751 members 
Mstep: Class 18 contains 42930 members 
Mstep: Class 19 contains 26584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104532792.000000 Penalty: 60985.734375
Iteration 8F: 19 clusters Score -1.045328e+08 nChanged 64909
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 67488 members 
Mstep: Class 3 contains 7960 members 
Mstep: Class 4 contains 18263 members 
Mstep: Class 5 contains 1845 members 
Mstep: Class 7 contains 2901 members 
Mstep: Class 8 contains 89894 members 
Mstep: Class 9 contains 35745 members 
Mstep: Class 10 contains 8739 members 
Mstep: Class 11 contains 149362 members 
Mstep: Class 12 contains 9089 members 
Mstep: Class 13 contains 6309 members 
Mstep: Class 14 contains 103201 members 
Mstep: Class 15 contains 254075 members 
Mstep: Class 16 contains 4029 members 
Mstep: Class 17 contains 22550 members 
Mstep: Class 18 contains 42682 members 
Mstep: Class 19 contains 30101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 3279.890625 but Gain 3388.093750
Score: -104580640.000000 Penalty: 57597.640625
Iteration 9F: 18 clusters Score -1.045806e+08 nChanged 58969
Entering Unmasked Mstep 
Mstep: Class 0 contains 42 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 68285 members 
Mstep: Class 3 contains 9485 members 
Mstep: Class 4 contains 14575 members 
Mstep: Class 5 contains 1627 members 
Mstep: Class 8 contains 86498 members 
Mstep: Class 9 contains 36575 members 
Mstep: Class 10 contains 7929 members 
Mstep: Class 11 contains 169016 members 
Mstep: Class 12 contains 9483 members 
Mstep: Class 13 contains 6634 members 
Mstep: Class 14 contains 110116 members 
Mstep: Class 15 contains 233837 members 
Mstep: Class 16 contains 3857 members 
Mstep: Class 17 contains 22451 members 
Mstep: Class 18 contains 41597 members 
Mstep: Class 19 contains 33552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104619640.000000 Penalty: 57597.640625
Iteration 10F: 18 clusters Score -1.046196e+08 nChanged 51113
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 68338 members 
Mstep: Class 3 contains 10530 members 
Mstep: Class 4 contains 11435 members 
Mstep: Class 5 contains 1533 members 
Mstep: Class 8 contains 82908 members 
Mstep: Class 9 contains 37343 members 
Mstep: Class 10 contains 6909 members 
Mstep: Class 11 contains 190107 members 
Mstep: Class 12 contains 10047 members 
Mstep: Class 13 contains 6859 members 
Mstep: Class 14 contains 115868 members 
Mstep: Class 15 contains 211121 members 
Mstep: Class 16 contains 3771 members 
Mstep: Class 17 contains 22197 members 
Mstep: Class 18 contains 40330 members 
Mstep: Class 19 contains 36575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104649912.000000 Penalty: 57597.640625
Iteration 11F: 18 clusters Score -1.046499e+08 nChanged 45116
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 67894 members 
Mstep: Class 3 contains 11329 members 
Mstep: Class 4 contains 9023 members 
Mstep: Class 5 contains 1482 members 
Mstep: Class 8 contains 79571 members 
Mstep: Class 9 contains 38199 members 
Mstep: Class 10 contains 5877 members 
Mstep: Class 11 contains 210793 members 
Mstep: Class 12 contains 10762 members 
Mstep: Class 13 contains 6966 members 
Mstep: Class 14 contains 120254 members 
Mstep: Class 15 contains 190145 members 
Mstep: Class 16 contains 3724 members 
Mstep: Class 17 contains 21910 members 
Mstep: Class 18 contains 38913 members 
Mstep: Class 19 contains 39124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104670216.000000 Penalty: 57597.640625
Iteration 12F: 18 clusters Score -1.046702e+08 nChanged 40043
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 67159 members 
Mstep: Class 3 contains 11959 members 
Mstep: Class 4 contains 7310 members 
Mstep: Class 5 contains 1436 members 
Mstep: Class 8 contains 76701 members 
Mstep: Class 9 contains 38921 members 
Mstep: Class 10 contains 4854 members 
Mstep: Class 11 contains 230679 members 
Mstep: Class 12 contains 11619 members 
Mstep: Class 13 contains 6998 members 
Mstep: Class 14 contains 123490 members 
Mstep: Class 15 contains 170868 members 
Mstep: Class 16 contains 3789 members 
Mstep: Class 17 contains 21617 members 
Mstep: Class 18 contains 37461 members 
Mstep: Class 19 contains 41137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104682664.000000 Penalty: 57597.640625
Iteration 13Q: 18 clusters Score -1.046827e+08 nChanged 36950
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 66500 members 
Mstep: Class 3 contains 12400 members 
Mstep: Class 4 contains 6149 members 
Mstep: Class 5 contains 1396 members 
Mstep: Class 8 contains 74612 members 
Mstep: Class 9 contains 39410 members 
Mstep: Class 10 contains 3978 members 
Mstep: Class 11 contains 249550 members 
Mstep: Class 12 contains 12695 members 
Mstep: Class 13 contains 7028 members 
Mstep: Class 14 contains 126224 members 
Mstep: Class 15 contains 152041 members 
Mstep: Class 16 contains 3921 members 
Mstep: Class 17 contains 21281 members 
Mstep: Class 18 contains 36077 members 
Mstep: Class 19 contains 42753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104691944.000000 Penalty: 57597.640625
Iteration 14Q: 18 clusters Score -1.046919e+08 nChanged 31760
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 65652 members 
Mstep: Class 3 contains 12698 members 
Mstep: Class 4 contains 5368 members 
Mstep: Class 5 contains 1363 members 
Mstep: Class 8 contains 73332 members 
Mstep: Class 9 contains 39650 members 
Mstep: Class 10 contains 3203 members 
Mstep: Class 11 contains 264616 members 
Mstep: Class 12 contains 13927 members 
Mstep: Class 13 contains 7080 members 
Mstep: Class 14 contains 127947 members 
Mstep: Class 15 contains 137365 members 
Mstep: Class 16 contains 4217 members 
Mstep: Class 17 contains 20900 members 
Mstep: Class 18 contains 34710 members 
Mstep: Class 19 contains 43997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104695464.000000 Penalty: 57597.640625
Iteration 15Q: 18 clusters Score -1.046955e+08 nChanged 28367
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 64969 members 
Mstep: Class 3 contains 12884 members 
Mstep: Class 4 contains 4816 members 
Mstep: Class 5 contains 1342 members 
Mstep: Class 8 contains 72603 members 
Mstep: Class 9 contains 39749 members 
Mstep: Class 10 contains 2582 members 
Mstep: Class 11 contains 276066 members 
Mstep: Class 12 contains 15267 members 
Mstep: Class 13 contains 7179 members 
Mstep: Class 14 contains 129627 members 
Mstep: Class 15 contains 125398 members 
Mstep: Class 16 contains 4721 members 
Mstep: Class 17 contains 20386 members 
Mstep: Class 18 contains 33349 members 
Mstep: Class 19 contains 45096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 3382.937500 but Gain 3388.097656
Score: -104697824.000000 Penalty: 54209.542969
Iteration 16Q: 17 clusters Score -1.046978e+08 nChanged 26696
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 64592 members 
Mstep: Class 3 contains 13053 members 
Mstep: Class 4 contains 4531 members 
Mstep: Class 5 contains 1335 members 
Mstep: Class 8 contains 72032 members 
Mstep: Class 9 contains 39832 members 
Mstep: Class 11 contains 284750 members 
Mstep: Class 12 contains 17218 members 
Mstep: Class 13 contains 7300 members 
Mstep: Class 14 contains 132512 members 
Mstep: Class 15 contains 115399 members 
Mstep: Class 16 contains 5338 members 
Mstep: Class 17 contains 19786 members 
Mstep: Class 18 contains 32315 members 
Mstep: Class 19 contains 46044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104703480.000000 Penalty: 54209.542969
Iteration 17Q: 17 clusters Score -1.047035e+08 nChanged 21867
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 64123 members 
Mstep: Class 3 contains 13103 members 
Mstep: Class 4 contains 4240 members 
Mstep: Class 5 contains 1333 members 
Mstep: Class 8 contains 71558 members 
Mstep: Class 9 contains 40041 members 
Mstep: Class 11 contains 290620 members 
Mstep: Class 12 contains 18648 members 
Mstep: Class 13 contains 7400 members 
Mstep: Class 14 contains 134981 members 
Mstep: Class 15 contains 106926 members 
Mstep: Class 16 contains 5971 members 
Mstep: Class 17 contains 19091 members 
Mstep: Class 18 contains 31051 members 
Mstep: Class 19 contains 46952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104707152.000000 Penalty: 54209.542969
Iteration 18Q: 17 clusters Score -1.047072e+08 nChanged 19445
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 63725 members 
Mstep: Class 3 contains 13153 members 
Mstep: Class 4 contains 4046 members 
Mstep: Class 5 contains 1332 members 
Mstep: Class 8 contains 70986 members 
Mstep: Class 9 contains 40296 members 
Mstep: Class 11 contains 295039 members 
Mstep: Class 12 contains 20137 members 
Mstep: Class 13 contains 7505 members 
Mstep: Class 14 contains 137646 members 
Mstep: Class 15 contains 99630 members 
Mstep: Class 16 contains 6624 members 
Mstep: Class 17 contains 18373 members 
Mstep: Class 18 contains 29770 members 
Mstep: Class 19 contains 47776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104712320.000000 Penalty: 54209.542969
Iteration 19Q: 17 clusters Score -1.047123e+08 nChanged 17792
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 63277 members 
Mstep: Class 3 contains 13203 members 
Mstep: Class 4 contains 3895 members 
Mstep: Class 5 contains 1332 members 
Mstep: Class 8 contains 70266 members 
Mstep: Class 9 contains 40617 members 
Mstep: Class 11 contains 298683 members 
Mstep: Class 12 contains 21591 members 
Mstep: Class 13 contains 7587 members 
Mstep: Class 14 contains 140280 members 
Mstep: Class 15 contains 93266 members 
Mstep: Class 16 contains 7274 members 
Mstep: Class 17 contains 17642 members 
Mstep: Class 18 contains 28517 members 
Mstep: Class 19 contains 48608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104719104.000000 Penalty: 54209.542969
Iteration 20F: 17 clusters Score -1.047191e+08 nChanged 17036
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 62890 members 
Mstep: Class 3 contains 13237 members 
Mstep: Class 4 contains 3779 members 
Mstep: Class 5 contains 1327 members 
Mstep: Class 8 contains 69364 members 
Mstep: Class 9 contains 40919 members 
Mstep: Class 11 contains 302705 members 
Mstep: Class 12 contains 23025 members 
Mstep: Class 13 contains 7659 members 
Mstep: Class 14 contains 142442 members 
Mstep: Class 15 contains 87321 members 
Mstep: Class 16 contains 7984 members 
Mstep: Class 17 contains 16851 members 
Mstep: Class 18 contains 27247 members 
Mstep: Class 19 contains 49292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104723616.000000 Penalty: 54209.542969
Iteration 21Q: 17 clusters Score -1.047236e+08 nChanged 16429
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 62593 members 
Mstep: Class 3 contains 13288 members 
Mstep: Class 4 contains 3673 members 
Mstep: Class 5 contains 1326 members 
Mstep: Class 8 contains 68340 members 
Mstep: Class 9 contains 41283 members 
Mstep: Class 11 contains 306777 members 
Mstep: Class 12 contains 24419 members 
Mstep: Class 13 contains 7702 members 
Mstep: Class 14 contains 144116 members 
Mstep: Class 15 contains 81961 members 
Mstep: Class 16 contains 8654 members 
Mstep: Class 17 contains 15996 members 
Mstep: Class 18 contains 25979 members 
Mstep: Class 19 contains 49935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104727120.000000 Penalty: 54209.542969
Iteration 22Q: 17 clusters Score -1.047271e+08 nChanged 16040
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 62344 members 
Mstep: Class 3 contains 13347 members 
Mstep: Class 4 contains 3590 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 8 contains 67385 members 
Mstep: Class 9 contains 41685 members 
Mstep: Class 11 contains 310513 members 
Mstep: Class 12 contains 25598 members 
Mstep: Class 13 contains 7717 members 
Mstep: Class 14 contains 145489 members 
Mstep: Class 15 contains 77129 members 
Mstep: Class 16 contains 9324 members 
Mstep: Class 17 contains 15166 members 
Mstep: Class 18 contains 24819 members 
Mstep: Class 19 contains 50612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104729608.000000 Penalty: 54209.542969
Iteration 23Q: 17 clusters Score -1.047296e+08 nChanged 15360
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 62083 members 
Mstep: Class 3 contains 13415 members 
Mstep: Class 4 contains 3526 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 8 contains 66501 members 
Mstep: Class 9 contains 42014 members 
Mstep: Class 11 contains 313583 members 
Mstep: Class 12 contains 26701 members 
Mstep: Class 13 contains 7708 members 
Mstep: Class 14 contains 146851 members 
Mstep: Class 15 contains 73018 members 
Mstep: Class 16 contains 10019 members 
Mstep: Class 17 contains 14308 members 
Mstep: Class 18 contains 23805 members 
Mstep: Class 19 contains 51186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104730592.000000 Penalty: 54209.542969
Iteration 24Q: 17 clusters Score -1.047306e+08 nChanged 14592
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 61942 members 
Mstep: Class 3 contains 13449 members 
Mstep: Class 4 contains 3485 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 8 contains 65846 members 
Mstep: Class 9 contains 42339 members 
Mstep: Class 11 contains 315752 members 
Mstep: Class 12 contains 27741 members 
Mstep: Class 13 contains 7682 members 
Mstep: Class 14 contains 148141 members 
Mstep: Class 15 contains 69690 members 
Mstep: Class 16 contains 10707 members 
Mstep: Class 17 contains 13453 members 
Mstep: Class 18 contains 22779 members 
Mstep: Class 19 contains 51712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104731680.000000 Penalty: 54209.542969
Iteration 25Q: 17 clusters Score -1.047317e+08 nChanged 13970
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 61851 members 
Mstep: Class 3 contains 13501 members 
Mstep: Class 4 contains 3439 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 8 contains 65312 members 
Mstep: Class 9 contains 42676 members 
Mstep: Class 11 contains 317164 members 
Mstep: Class 12 contains 28657 members 
Mstep: Class 13 contains 7640 members 
Mstep: Class 14 contains 149609 members 
Mstep: Class 15 contains 66783 members 
Mstep: Class 16 contains 11408 members 
Mstep: Class 17 contains 12603 members 
Mstep: Class 18 contains 21871 members 
Mstep: Class 19 contains 52204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104732904.000000 Penalty: 54209.542969
Iteration 26Q: 17 clusters Score -1.047329e+08 nChanged 13028
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 61819 members 
Mstep: Class 3 contains 13574 members 
Mstep: Class 4 contains 3406 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 8 contains 64807 members 
Mstep: Class 9 contains 42965 members 
Mstep: Class 11 contains 317631 members 
Mstep: Class 12 contains 29402 members 
Mstep: Class 13 contains 7587 members 
Mstep: Class 14 contains 151505 members 
Mstep: Class 15 contains 64347 members 
Mstep: Class 16 contains 12062 members 
Mstep: Class 17 contains 11834 members 
Mstep: Class 18 contains 21124 members 
Mstep: Class 19 contains 52657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104733744.000000 Penalty: 54209.542969
Iteration 27Q: 17 clusters Score -1.047337e+08 nChanged 12021
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 61845 members 
Mstep: Class 3 contains 13648 members 
Mstep: Class 4 contains 3383 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 8 contains 64364 members 
Mstep: Class 9 contains 43277 members 
Mstep: Class 11 contains 317408 members 
Mstep: Class 12 contains 30051 members 
Mstep: Class 13 contains 7521 members 
Mstep: Class 14 contains 153831 members 
Mstep: Class 15 contains 62175 members 
Mstep: Class 16 contains 12595 members 
Mstep: Class 17 contains 11180 members 
Mstep: Class 18 contains 20407 members 
Mstep: Class 19 contains 53035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104736472.000000 Penalty: 54209.542969
Iteration 28Q: 17 clusters Score -1.047365e+08 nChanged 11190
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 61862 members 
Mstep: Class 3 contains 13720 members 
Mstep: Class 4 contains 3378 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 8 contains 63950 members 
Mstep: Class 9 contains 43513 members 
Mstep: Class 11 contains 316405 members 
Mstep: Class 12 contains 30628 members 
Mstep: Class 13 contains 7450 members 
Mstep: Class 14 contains 156703 members 
Mstep: Class 15 contains 60342 members 
Mstep: Class 16 contains 12994 members 
Mstep: Class 17 contains 10662 members 
Mstep: Class 18 contains 19749 members 
Mstep: Class 19 contains 53364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104738480.000000 Penalty: 54209.542969
Iteration 29Q: 17 clusters Score -1.047385e+08 nChanged 10235
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 61927 members 
Mstep: Class 3 contains 13763 members 
Mstep: Class 4 contains 3379 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 8 contains 63515 members 
Mstep: Class 9 contains 43735 members 
Mstep: Class 11 contains 315021 members 
Mstep: Class 12 contains 31149 members 
Mstep: Class 13 contains 7363 members 
Mstep: Class 14 contains 159908 members 
Mstep: Class 15 contains 58631 members 
Mstep: Class 16 contains 13298 members 
Mstep: Class 17 contains 10302 members 
Mstep: Class 18 contains 19100 members 
Mstep: Class 19 contains 53629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104740080.000000 Penalty: 54209.542969
Iteration 30Q: 17 clusters Score -1.047401e+08 nChanged 9649
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 62013 members 
Mstep: Class 3 contains 13796 members 
Mstep: Class 4 contains 3380 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 8 contains 63074 members 
Mstep: Class 9 contains 43909 members 
Mstep: Class 11 contains 313436 members 
Mstep: Class 12 contains 31617 members 
Mstep: Class 13 contains 7275 members 
Mstep: Class 14 contains 163332 members 
Mstep: Class 15 contains 56972 members 
Mstep: Class 16 contains 13534 members 
Mstep: Class 17 contains 10037 members 
Mstep: Class 18 contains 18535 members 
Mstep: Class 19 contains 53810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104741616.000000 Penalty: 54209.542969
Iteration 31Q: 17 clusters Score -1.047416e+08 nChanged 9019
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 62141 members 
Mstep: Class 3 contains 13871 members 
Mstep: Class 4 contains 3374 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 8 contains 62678 members 
Mstep: Class 9 contains 44050 members 
Mstep: Class 11 contains 311864 members 
Mstep: Class 12 contains 32023 members 
Mstep: Class 13 contains 7188 members 
Mstep: Class 14 contains 166595 members 
Mstep: Class 15 contains 55374 members 
Mstep: Class 16 contains 13701 members 
Mstep: Class 17 contains 9865 members 
Mstep: Class 18 contains 18028 members 
Mstep: Class 19 contains 53968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104742968.000000 Penalty: 54209.542969
Iteration 32Q: 17 clusters Score -1.04743e+08 nChanged 8580
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 62281 members 
Mstep: Class 3 contains 13919 members 
Mstep: Class 4 contains 3379 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 8 contains 62310 members 
Mstep: Class 9 contains 44191 members 
Mstep: Class 11 contains 310362 members 
Mstep: Class 12 contains 32402 members 
Mstep: Class 13 contains 7099 members 
Mstep: Class 14 contains 169719 members 
Mstep: Class 15 contains 53869 members 
Mstep: Class 16 contains 13849 members 
Mstep: Class 17 contains 9732 members 
Mstep: Class 18 contains 17516 members 
Mstep: Class 19 contains 54092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104744304.000000 Penalty: 54209.542969
Iteration 33Q: 17 clusters Score -1.047443e+08 nChanged 8193
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 62411 members 
Mstep: Class 3 contains 13948 members 
Mstep: Class 4 contains 3383 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 8 contains 61955 members 
Mstep: Class 9 contains 44339 members 
Mstep: Class 11 contains 308951 members 
Mstep: Class 12 contains 32746 members 
Mstep: Class 13 contains 7020 members 
Mstep: Class 14 contains 172739 members 
Mstep: Class 15 contains 52486 members 
Mstep: Class 16 contains 13974 members 
Mstep: Class 17 contains 9632 members 
Mstep: Class 18 contains 16954 members 
Mstep: Class 19 contains 54183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104745416.000000 Penalty: 54209.542969
Iteration 34Q: 17 clusters Score -1.047454e+08 nChanged 7814
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 62533 members 
Mstep: Class 3 contains 13967 members 
Mstep: Class 4 contains 3390 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 8 contains 61669 members 
Mstep: Class 9 contains 44473 members 
Mstep: Class 11 contains 307817 members 
Mstep: Class 12 contains 33065 members 
Mstep: Class 13 contains 6931 members 
Mstep: Class 14 contains 175373 members 
Mstep: Class 15 contains 51213 members 
Mstep: Class 16 contains 14053 members 
Mstep: Class 17 contains 9571 members 
Mstep: Class 18 contains 16347 members 
Mstep: Class 19 contains 54319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104746136.000000 Penalty: 54209.542969
Iteration 35Q: 17 clusters Score -1.047461e+08 nChanged 7487
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 62661 members 
Mstep: Class 3 contains 13987 members 
Mstep: Class 4 contains 3388 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 8 contains 61412 members 
Mstep: Class 9 contains 44631 members 
Mstep: Class 11 contains 306951 members 
Mstep: Class 12 contains 33415 members 
Mstep: Class 13 contains 6841 members 
Mstep: Class 14 contains 177621 members 
Mstep: Class 15 contains 49913 members 
Mstep: Class 16 contains 14108 members 
Mstep: Class 17 contains 9530 members 
Mstep: Class 18 contains 15792 members 
Mstep: Class 19 contains 54471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104746720.000000 Penalty: 54209.542969
Iteration 36Q: 17 clusters Score -1.047467e+08 nChanged 7108
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 62827 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 4 contains 3382 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 8 contains 61214 members 
Mstep: Class 9 contains 44762 members 
Mstep: Class 11 contains 306231 members 
Mstep: Class 12 contains 33726 members 
Mstep: Class 13 contains 6742 members 
Mstep: Class 14 contains 179548 members 
Mstep: Class 15 contains 48733 members 
Mstep: Class 16 contains 14153 members 
Mstep: Class 17 contains 9499 members 
Mstep: Class 18 contains 15231 members 
Mstep: Class 19 contains 54667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104747288.000000 Penalty: 54209.542969
Iteration 37Q: 17 clusters Score -1.047473e+08 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63001 members 
Mstep: Class 3 contains 14025 members 
Mstep: Class 4 contains 3377 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 8 contains 60999 members 
Mstep: Class 9 contains 44868 members 
Mstep: Class 11 contains 305764 members 
Mstep: Class 12 contains 34018 members 
Mstep: Class 13 contains 6646 members 
Mstep: Class 14 contains 181152 members 
Mstep: Class 15 contains 47660 members 
Mstep: Class 16 contains 14184 members 
Mstep: Class 17 contains 9480 members 
Mstep: Class 18 contains 14704 members 
Mstep: Class 19 contains 54843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104747640.000000 Penalty: 54209.542969
Iteration 38Q: 17 clusters Score -1.047476e+08 nChanged 6014
Entering ConstructFrom: 
Score: -104747640.000000 Penalty: 54209.542969
Entering ConstructFrom: 
Trying to split cluster 1 (1339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Entering Unmasked Estep 
Score: -153129.359375 Penalty: 1785.520264
	Iteration 0F: 2 clusters Score -153129.4 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 696 members 
Entering Unmasked Estep 
Score: -150987.203125 Penalty: 3571.040527
	Iteration 0F: 3 clusters Score -150987.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -151372.593750 Penalty: 3571.040527
	Iteration 1F: 3 clusters Score -151372.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -151630.781250 Penalty: 3571.040527
	Iteration 2F: 3 clusters Score -151630.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -151841.843750 Penalty: 3571.040527
	Iteration 3F: 3 clusters Score -151841.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -152024.140625 Penalty: 3571.040527
	Iteration 4F: 3 clusters Score -152024.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -152190.437500 Penalty: 3571.040527
	Iteration 5F: 3 clusters Score -152190.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -152326.000000 Penalty: 3571.040527
	Iteration 6F: 3 clusters Score -152326 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -152418.390625 Penalty: 3571.040527
	Iteration 7Q: 3 clusters Score -152418.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -152461.515625 Penalty: 3571.040527
	Iteration 8Q: 3 clusters Score -152461.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -152484.656250 Penalty: 3571.040527
	Iteration 9Q: 3 clusters Score -152484.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -152509.875000 Penalty: 3571.040527
	Iteration 10Q: 3 clusters Score -152509.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -152529.078125 Penalty: 3571.040527
	Iteration 11Q: 3 clusters Score -152529.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -152538.421875 Penalty: 3571.040527
	Iteration 12Q: 3 clusters Score -152538.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -152552.546875 Penalty: 3571.040527
	Iteration 13Q: 3 clusters Score -152552.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -152563.031250 Penalty: 3571.040527
	Iteration 14Q: 3 clusters Score -152563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -152570.625000 Penalty: 3571.040527
	Iteration 15Q: 3 clusters Score -152570.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -152579.421875 Penalty: 3571.040527
	Iteration 16Q: 3 clusters Score -152579.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -152586.609375 Penalty: 3571.040527
	Iteration 17Q: 3 clusters Score -152586.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -152591.140625 Penalty: 3571.040527
	Iteration 18Q: 3 clusters Score -152591.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -152593.656250 Penalty: 3571.040527
	Iteration 19Q: 3 clusters Score -152593.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -152599.000000 Penalty: 3571.040527
	Iteration 20F: 3 clusters Score -152599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -152599.984375 Penalty: 3571.040527
	Iteration 21Q: 3 clusters Score -152600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -152599.984375 Penalty: 3571.040527
	Iteration 22F: 3 clusters Score -152600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (63158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63158 members 
Entering Unmasked Estep 
Score: -7947528.500000 Penalty: 2741.241943
	Iteration 0F: 2 clusters Score -7947528 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31581 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -7905101.500000 Penalty: 5482.483887
	Iteration 0F: 3 clusters Score -7905102 nChanged 29396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 31785 members 
Entering Unmasked Estep 
Score: -7921822.000000 Penalty: 5482.483887
	Iteration 1F: 3 clusters Score -7921822 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31518 members 
Mstep: Class 2 contains 31640 members 
Entering Unmasked Estep 
Score: -7923634.500000 Penalty: 5482.483887
	Iteration 2Q: 3 clusters Score -7923634 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32279 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -7926431.500000 Penalty: 5482.483887
	Iteration 3F: 3 clusters Score -7926432 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -7929419.500000 Penalty: 5482.483887
	Iteration 4F: 3 clusters Score -7929420 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 26237 members 
Entering Unmasked Estep 
Score: -7932517.000000 Penalty: 5482.483887
	Iteration 5F: 3 clusters Score -7932517 nChanged 4827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40410 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -7935791.000000 Penalty: 5482.483887
	Iteration 6F: 3 clusters Score -7935791 nChanged 4408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43966 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -7938980.500000 Penalty: 5482.483887
	Iteration 7F: 3 clusters Score -7938980 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47178 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -7941549.500000 Penalty: 5482.483887
	Iteration 8F: 3 clusters Score -7941550 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49792 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -7943751.500000 Penalty: 5482.483887
	Iteration 9Q: 3 clusters Score -7943752 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51843 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -7945388.000000 Penalty: 5482.483887
	Iteration 10Q: 3 clusters Score -7945388 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53542 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -7946738.500000 Penalty: 5482.483887
	Iteration 11Q: 3 clusters Score -7946738 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54890 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -7947742.000000 Penalty: 5482.483887
	Iteration 12Q: 3 clusters Score -7947742 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55923 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -7948457.500000 Penalty: 5482.483887
	Iteration 13Q: 3 clusters Score -7948458 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56669 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -7948951.500000 Penalty: 5482.483887
	Iteration 14Q: 3 clusters Score -7948952 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57233 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -7949325.000000 Penalty: 5482.483887
	Iteration 15Q: 3 clusters Score -7949325 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57653 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -7949567.000000 Penalty: 5482.483887
	Iteration 16Q: 3 clusters Score -7949567 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57947 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -7949663.500000 Penalty: 5482.483887
	Iteration 17Q: 3 clusters Score -7949664 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58172 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -7949746.000000 Penalty: 5482.483887
	Iteration 18Q: 3 clusters Score -7949746 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58336 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -7949786.500000 Penalty: 5482.483887
	Iteration 19Q: 3 clusters Score -7949786 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58440 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -7949814.500000 Penalty: 5482.483887
	Iteration 20F: 3 clusters Score -7949814 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58511 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -7949797.000000 Penalty: 5482.483887
	Iteration 21Q: 3 clusters Score -7949797 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58569 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -7949788.500000 Penalty: 5482.483887
	Iteration 22Q: 3 clusters Score -7949788 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58611 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -7949772.500000 Penalty: 5482.483887
	Iteration 23Q: 3 clusters Score -7949772 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58649 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -7949803.000000 Penalty: 5482.483887
	Iteration 24Q: 3 clusters Score -7949803 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58677 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -7949803.500000 Penalty: 5482.483887
	Iteration 25Q: 3 clusters Score -7949804 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58702 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -7949819.500000 Penalty: 5482.483887
	Iteration 26Q: 3 clusters Score -7949820 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58729 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -7949826.000000 Penalty: 5482.483887
	Iteration 27Q: 3 clusters Score -7949826 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58766 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -7949838.500000 Penalty: 5482.483887
	Iteration 28Q: 3 clusters Score -7949838 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58808 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -7949841.000000 Penalty: 5482.483887
	Iteration 29Q: 3 clusters Score -7949841 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58848 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -7949864.000000 Penalty: 5482.483887
	Iteration 30Q: 3 clusters Score -7949864 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58880 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -7949876.500000 Penalty: 5482.483887
	Iteration 31Q: 3 clusters Score -7949876 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58927 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -7949885.500000 Penalty: 5482.483887
	Iteration 32Q: 3 clusters Score -7949886 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58977 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -7949872.500000 Penalty: 5482.483887
	Iteration 33Q: 3 clusters Score -7949872 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59025 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -7949891.500000 Penalty: 5482.483887
	Iteration 34Q: 3 clusters Score -7949892 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59082 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -7949905.500000 Penalty: 5482.483887
	Iteration 35Q: 3 clusters Score -7949906 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59140 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -7949917.000000 Penalty: 5482.483887
	Iteration 36Q: 3 clusters Score -7949917 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59202 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -7949936.000000 Penalty: 5482.483887
	Iteration 37Q: 3 clusters Score -7949936 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59266 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -7949951.500000 Penalty: 5482.483887
	Iteration 38Q: 3 clusters Score -7949952 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59323 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -7949967.000000 Penalty: 5482.483887
	Iteration 39Q: 3 clusters Score -7949967 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59366 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -7949981.500000 Penalty: 5482.483887
	Iteration 40F: 3 clusters Score -7949982 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59396 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -7949986.500000 Penalty: 5482.483887
	Iteration 41Q: 3 clusters Score -7949986 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59431 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -7950000.000000 Penalty: 5482.483887
	Iteration 42Q: 3 clusters Score -7950000 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59453 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -7949991.500000 Penalty: 5482.483887
	Iteration 43Q: 3 clusters Score -7949992 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59470 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -7950002.500000 Penalty: 5482.483887
	Iteration 44Q: 3 clusters Score -7950002 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59489 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -7950020.000000 Penalty: 5482.483887
	Iteration 45Q: 3 clusters Score -7950020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59506 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -7950030.000000 Penalty: 5482.483887
	Iteration 46Q: 3 clusters Score -7950030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59520 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -7950037.000000 Penalty: 5482.483887
	Iteration 47Q: 3 clusters Score -7950037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59536 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -7950031.000000 Penalty: 5482.483887
	Iteration 48Q: 3 clusters Score -7950031 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59548 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -7950038.500000 Penalty: 5482.483887
	Iteration 49Q: 3 clusters Score -7950038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59559 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -7950042.000000 Penalty: 5482.483887
	Iteration 50Q: 3 clusters Score -7950042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59566 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -7950038.000000 Penalty: 5482.483887
	Iteration 51Q: 3 clusters Score -7950038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59569 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -7950035.000000 Penalty: 5482.483887
	Iteration 52Q: 3 clusters Score -7950035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59575 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -7950047.500000 Penalty: 5482.483887
	Iteration 53Q: 3 clusters Score -7950048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59583 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -7950045.000000 Penalty: 5482.483887
	Iteration 54Q: 3 clusters Score -7950045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59595 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -7950056.000000 Penalty: 5482.483887
	Iteration 55Q: 3 clusters Score -7950056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59604 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -7950042.500000 Penalty: 5482.483887
	Iteration 56Q: 3 clusters Score -7950042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59612 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -7950041.000000 Penalty: 5482.483887
	Iteration 57Q: 3 clusters Score -7950041 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59620 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -7950055.000000 Penalty: 5482.483887
	Iteration 58Q: 3 clusters Score -7950055 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59626 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -7950043.000000 Penalty: 5482.483887
	Iteration 59Q: 3 clusters Score -7950043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59629 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -7950053.500000 Penalty: 5482.483887
	Iteration 60F: 3 clusters Score -7950054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59636 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -7950053.000000 Penalty: 5482.483887
	Iteration 61Q: 3 clusters Score -7950053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59642 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -7950053.500000 Penalty: 5482.483887
	Iteration 62Q: 3 clusters Score -7950054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59648 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -7950055.500000 Penalty: 5482.483887
	Iteration 63Q: 3 clusters Score -7950056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59657 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -7950060.000000 Penalty: 5482.483887
	Iteration 64Q: 3 clusters Score -7950060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59664 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -7950043.000000 Penalty: 5482.483887
	Iteration 65Q: 3 clusters Score -7950043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59668 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -7950041.000000 Penalty: 5482.483887
	Iteration 66Q: 3 clusters Score -7950041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59672 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -7950044.000000 Penalty: 5482.483887
	Iteration 67Q: 3 clusters Score -7950044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59677 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -7950051.000000 Penalty: 5482.483887
	Iteration 68Q: 3 clusters Score -7950051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59678 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -7950058.500000 Penalty: 5482.483887
	Iteration 69Q: 3 clusters Score -7950058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59679 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -7950052.500000 Penalty: 5482.483887
	Iteration 70Q: 3 clusters Score -7950052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59677 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -7950050.500000 Penalty: 5482.483887
	Iteration 71Q: 3 clusters Score -7950050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59678 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -7950053.000000 Penalty: 5482.483887
	Iteration 72Q: 3 clusters Score -7950053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59678 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -7950053.000000 Penalty: 5482.483887
	Iteration 73F: 3 clusters Score -7950053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 59678 members 
Mstep: Class 3 contains 14018 members 
Mstep: Class 4 contains 3377 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3480 members 
Mstep: Class 8 contains 60798 members 
Mstep: Class 9 contains 44945 members 
Mstep: Class 11 contains 305548 members 
Mstep: Class 12 contains 34251 members 
Mstep: Class 13 contains 6559 members 
Mstep: Class 14 contains 182396 members 
Mstep: Class 15 contains 46751 members 
Mstep: Class 16 contains 14205 members 
Mstep: Class 17 contains 9458 members 
Mstep: Class 18 contains 14217 members 
Mstep: Class 19 contains 55040 members 
Entering Unmasked Estep 
Score: -104749936.000000 Penalty: 57597.640625
Splitting cluster 2 changes total score from -104747640.000000 to -104749936.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 3 (14018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Entering Unmasked Estep 
Score: -1746005.500000 Penalty: 2367.928223
	Iteration 0F: 2 clusters Score -1746006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -1735761.750000 Penalty: 4735.856445
	Iteration 0F: 3 clusters Score -1735762 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1738946.375000 Penalty: 4735.856445
	Iteration 1F: 3 clusters Score -1738946 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1739308.000000 Penalty: 4735.856445
	Iteration 2F: 3 clusters Score -1739308 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1739609.375000 Penalty: 4735.856445
	Iteration 3F: 3 clusters Score -1739609 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1739894.875000 Penalty: 4735.856445
	Iteration 4Q: 3 clusters Score -1739895 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1740177.750000 Penalty: 4735.856445
	Iteration 5Q: 3 clusters Score -1740178 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1740428.500000 Penalty: 4735.856445
	Iteration 6Q: 3 clusters Score -1740428 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1740673.500000 Penalty: 4735.856445
	Iteration 7Q: 3 clusters Score -1740674 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1740923.750000 Penalty: 4735.856445
	Iteration 8Q: 3 clusters Score -1740924 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1741168.500000 Penalty: 4735.856445
	Iteration 9Q: 3 clusters Score -1741168 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1741375.875000 Penalty: 4735.856445
	Iteration 10Q: 3 clusters Score -1741376 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1741568.750000 Penalty: 4735.856445
	Iteration 11Q: 3 clusters Score -1741569 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1741787.375000 Penalty: 4735.856445
	Iteration 12Q: 3 clusters Score -1741787 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1741979.125000 Penalty: 4735.856445
	Iteration 13Q: 3 clusters Score -1741979 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1742157.125000 Penalty: 4735.856445
	Iteration 14Q: 3 clusters Score -1742157 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1742307.125000 Penalty: 4735.856445
	Iteration 15Q: 3 clusters Score -1742307 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1742456.125000 Penalty: 4735.856445
	Iteration 16Q: 3 clusters Score -1742456 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1742592.125000 Penalty: 4735.856445
	Iteration 17Q: 3 clusters Score -1742592 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1742714.750000 Penalty: 4735.856445
	Iteration 18Q: 3 clusters Score -1742715 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1742846.250000 Penalty: 4735.856445
	Iteration 19Q: 3 clusters Score -1742846 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1742954.250000 Penalty: 4735.856445
	Iteration 20F: 3 clusters Score -1742954 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1743074.375000 Penalty: 4735.856445
	Iteration 21Q: 3 clusters Score -1743074 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -1743200.000000 Penalty: 4735.856445
	Iteration 22Q: 3 clusters Score -1743200 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1743315.750000 Penalty: 4735.856445
	Iteration 23Q: 3 clusters Score -1743316 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1743444.375000 Penalty: 4735.856445
	Iteration 24Q: 3 clusters Score -1743444 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1743586.125000 Penalty: 4735.856445
	Iteration 25Q: 3 clusters Score -1743586 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1743715.500000 Penalty: 4735.856445
	Iteration 26Q: 3 clusters Score -1743716 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1743815.250000 Penalty: 4735.856445
	Iteration 27Q: 3 clusters Score -1743815 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -1743923.875000 Penalty: 4735.856445
	Iteration 28Q: 3 clusters Score -1743924 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1744001.125000 Penalty: 4735.856445
	Iteration 29Q: 3 clusters Score -1744001 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1744066.750000 Penalty: 4735.856445
	Iteration 30Q: 3 clusters Score -1744067 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1744102.875000 Penalty: 4735.856445
	Iteration 31Q: 3 clusters Score -1744103 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1744134.500000 Penalty: 4735.856445
	Iteration 32Q: 3 clusters Score -1744134 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1744153.875000 Penalty: 4735.856445
	Iteration 33Q: 3 clusters Score -1744154 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1744161.125000 Penalty: 4735.856445
	Iteration 34Q: 3 clusters Score -1744161 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1744164.750000 Penalty: 4735.856445
	Iteration 35Q: 3 clusters Score -1744165 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1744166.500000 Penalty: 4735.856445
	Iteration 36Q: 3 clusters Score -1744166 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1744171.000000 Penalty: 4735.856445
	Iteration 37Q: 3 clusters Score -1744171 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1744179.125000 Penalty: 4735.856445
	Iteration 38Q: 3 clusters Score -1744179 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1744180.125000 Penalty: 4735.856445
	Iteration 39Q: 3 clusters Score -1744180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1744187.750000 Penalty: 4735.856445
	Iteration 40F: 3 clusters Score -1744188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -1744193.000000 Penalty: 4735.856445
	Iteration 41Q: 3 clusters Score -1744193 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1744193.125000 Penalty: 4735.856445
	Iteration 42Q: 3 clusters Score -1744193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1744195.000000 Penalty: 4735.856445
	Iteration 43Q: 3 clusters Score -1744195 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1744194.000000 Penalty: 4735.856445
	Iteration 44Q: 3 clusters Score -1744194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1744193.875000 Penalty: 4735.856445
	Iteration 45Q: 3 clusters Score -1744194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1744195.000000 Penalty: 4735.856445
	Iteration 46Q: 3 clusters Score -1744195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1744195.125000 Penalty: 4735.856445
	Iteration 47Q: 3 clusters Score -1744195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1744196.625000 Penalty: 4735.856445
	Iteration 48Q: 3 clusters Score -1744197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1744196.875000 Penalty: 4735.856445
	Iteration 49Q: 3 clusters Score -1744197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1744196.750000 Penalty: 4735.856445
	Iteration 50Q: 3 clusters Score -1744197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1744198.125000 Penalty: 4735.856445
	Iteration 51Q: 3 clusters Score -1744198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1744199.375000 Penalty: 4735.856445
	Iteration 52Q: 3 clusters Score -1744199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1744199.375000 Penalty: 4735.856445
	Iteration 53F: 3 clusters Score -1744199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -391167.906250 Penalty: 2014.936401
	Iteration 0F: 2 clusters Score -391167.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -387740.500000 Penalty: 4029.872803
	Iteration 0F: 3 clusters Score -387740.5 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -388699.906250 Penalty: 4029.872803
	Iteration 1F: 3 clusters Score -388699.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -389354.875000 Penalty: 4029.872803
	Iteration 2F: 3 clusters Score -389354.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -390012.343750 Penalty: 4029.872803
	Iteration 3F: 3 clusters Score -390012.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -390626.968750 Penalty: 4029.872803
	Iteration 4F: 3 clusters Score -390627 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -391061.562500 Penalty: 4029.872803
	Iteration 5F: 3 clusters Score -391061.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -391230.156250 Penalty: 4029.872803
	Iteration 6Q: 3 clusters Score -391230.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -391310.187500 Penalty: 4029.872803
	Iteration 7Q: 3 clusters Score -391310.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -391338.687500 Penalty: 4029.872803
	Iteration 8Q: 3 clusters Score -391338.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -391354.843750 Penalty: 4029.872803
	Iteration 9Q: 3 clusters Score -391354.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -391365.875000 Penalty: 4029.872803
	Iteration 10Q: 3 clusters Score -391365.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -391369.156250 Penalty: 4029.872803
	Iteration 11Q: 3 clusters Score -391369.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -391372.375000 Penalty: 4029.872803
	Iteration 12Q: 3 clusters Score -391372.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -391375.375000 Penalty: 4029.872803
	Iteration 13Q: 3 clusters Score -391375.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -391377.312500 Penalty: 4029.872803
	Iteration 14Q: 3 clusters Score -391377.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -391380.468750 Penalty: 4029.872803
	Iteration 15Q: 3 clusters Score -391380.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -391382.531250 Penalty: 4029.872803
	Iteration 16Q: 3 clusters Score -391382.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -391384.250000 Penalty: 4029.872803
	Iteration 17Q: 3 clusters Score -391384.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -391386.687500 Penalty: 4029.872803
	Iteration 18Q: 3 clusters Score -391386.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -391386.937500 Penalty: 4029.872803
	Iteration 19Q: 3 clusters Score -391386.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -391386.937500 Penalty: 4029.872803
	Iteration 20F: 3 clusters Score -391386.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 59678 members 
Mstep: Class 3 contains 14018 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3480 members 
Mstep: Class 7 contains 1025 members 
Mstep: Class 8 contains 60798 members 
Mstep: Class 9 contains 44945 members 
Mstep: Class 11 contains 305548 members 
Mstep: Class 12 contains 34251 members 
Mstep: Class 13 contains 6559 members 
Mstep: Class 14 contains 182396 members 
Mstep: Class 15 contains 46751 members 
Mstep: Class 16 contains 14205 members 
Mstep: Class 17 contains 9458 members 
Mstep: Class 18 contains 14217 members 
Mstep: Class 19 contains 55040 members 
Entering Unmasked Estep 
Score: -104748784.000000 Penalty: 60985.734375
Splitting cluster 4 changes total score from -104747640.000000 to -104748784.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 5 (1324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Entering Unmasked Estep 
Score: -154115.609375 Penalty: 1782.726318
	Iteration 0F: 2 clusters Score -154115.6 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 626 members 
Entering Unmasked Estep 
Score: -152050.515625 Penalty: 3565.452637
	Iteration 0F: 3 clusters Score -152050.5 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -152457.531250 Penalty: 3565.452637
	Iteration 1F: 3 clusters Score -152457.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -152589.625000 Penalty: 3565.452637
	Iteration 2F: 3 clusters Score -152589.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -152664.015625 Penalty: 3565.452637
	Iteration 3Q: 3 clusters Score -152664 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -152732.609375 Penalty: 3565.452637
	Iteration 4Q: 3 clusters Score -152732.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -152806.359375 Penalty: 3565.452637
	Iteration 5Q: 3 clusters Score -152806.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -152874.328125 Penalty: 3565.452637
	Iteration 6Q: 3 clusters Score -152874.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -152972.562500 Penalty: 3565.452637
	Iteration 7Q: 3 clusters Score -152972.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -153088.671875 Penalty: 3565.452637
	Iteration 8Q: 3 clusters Score -153088.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -153230.687500 Penalty: 3565.452637
	Iteration 9Q: 3 clusters Score -153230.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -153483.171875 Penalty: 3565.452637
	Iteration 10Q: 3 clusters Score -153483.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -153670.765625 Penalty: 3565.452637
	Iteration 11Q: 3 clusters Score -153670.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -153822.093750 Penalty: 3565.452637
	Iteration 12Q: 3 clusters Score -153822.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -153931.500000 Penalty: 3565.452637
	Iteration 13Q: 3 clusters Score -153931.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -154034.906250 Penalty: 3565.452637
	Iteration 14Q: 3 clusters Score -154034.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -154164.140625 Penalty: 3565.452637
	Iteration 15Q: 3 clusters Score -154164.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -154235.500000 Penalty: 3565.452637
	Iteration 16Q: 3 clusters Score -154235.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -154262.375000 Penalty: 3565.452637
	Iteration 17Q: 3 clusters Score -154262.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -154276.281250 Penalty: 3565.452637
	Iteration 18Q: 3 clusters Score -154276.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -154284.578125 Penalty: 3565.452637
	Iteration 19Q: 3 clusters Score -154284.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -154296.859375 Penalty: 3565.452637
	Iteration 20F: 3 clusters Score -154296.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -154309.265625 Penalty: 3565.452637
	Iteration 21Q: 3 clusters Score -154309.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -154320.437500 Penalty: 3565.452637
	Iteration 22Q: 3 clusters Score -154320.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -154325.593750 Penalty: 3565.452637
	Iteration 23Q: 3 clusters Score -154325.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -154325.593750 Penalty: 3565.452637
	Iteration 24F: 3 clusters Score -154325.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 59678 members 
Mstep: Class 3 contains 14018 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 390 members 
Mstep: Class 6 contains 3480 members 
Mstep: Class 7 contains 1025 members 
Mstep: Class 8 contains 60798 members 
Mstep: Class 9 contains 44945 members 
Mstep: Class 10 contains 934 members 
Mstep: Class 11 contains 305548 members 
Mstep: Class 12 contains 34251 members 
Mstep: Class 13 contains 6559 members 
Mstep: Class 14 contains 182396 members 
Mstep: Class 15 contains 46751 members 
Mstep: Class 16 contains 14205 members 
Mstep: Class 17 contains 9458 members 
Mstep: Class 18 contains 14217 members 
Mstep: Class 19 contains 55040 members 
Entering Unmasked Estep 
Score: -104747456.000000 Penalty: 64373.832031
Splitting cluster 5 changes total score from -104747640.000000 to -104747456.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (60798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60798 members 
Entering Unmasked Estep 
Score: -7385226.500000 Penalty: 2731.797363
	Iteration 0F: 2 clusters Score -7385226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 30393 members 
Entering Unmasked Estep 
Score: -7344356.500000 Penalty: 5463.594727
	Iteration 0F: 3 clusters Score -7344356 nChanged 28285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30914 members 
Mstep: Class 2 contains 29884 members 
Entering Unmasked Estep 
Score: -7360238.500000 Penalty: 5463.594727
	Iteration 1F: 3 clusters Score -7360238 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31266 members 
Mstep: Class 2 contains 29532 members 
Entering Unmasked Estep 
Score: -7360887.000000 Penalty: 5463.594727
	Iteration 2Q: 3 clusters Score -7360887 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -7361457.000000 Penalty: 5463.594727
	Iteration 3Q: 3 clusters Score -7361457 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32549 members 
Mstep: Class 2 contains 28249 members 
Entering Unmasked Estep 
Score: -7362107.000000 Penalty: 5463.594727
	Iteration 4Q: 3 clusters Score -7362107 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -7362775.500000 Penalty: 5463.594727
	Iteration 5Q: 3 clusters Score -7362776 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -7363609.000000 Penalty: 5463.594727
	Iteration 6Q: 3 clusters Score -7363609 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -7364747.000000 Penalty: 5463.594727
	Iteration 7Q: 3 clusters Score -7364747 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39919 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -7366382.000000 Penalty: 5463.594727
	Iteration 8F: 3 clusters Score -7366382 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43301 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -7368730.000000 Penalty: 5463.594727
	Iteration 9F: 3 clusters Score -7368730 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47165 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -7371939.000000 Penalty: 5463.594727
	Iteration 10F: 3 clusters Score -7371939 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50904 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -7375403.500000 Penalty: 5463.594727
	Iteration 11F: 3 clusters Score -7375404 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53786 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -7378023.000000 Penalty: 5463.594727
	Iteration 12Q: 3 clusters Score -7378023 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55769 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -7379709.500000 Penalty: 5463.594727
	Iteration 13Q: 3 clusters Score -7379710 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57080 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -7380804.500000 Penalty: 5463.594727
	Iteration 14Q: 3 clusters Score -7380804 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57943 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -7381469.500000 Penalty: 5463.594727
	Iteration 15Q: 3 clusters Score -7381470 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58531 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -7381915.000000 Penalty: 5463.594727
	Iteration 16Q: 3 clusters Score -7381915 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58911 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -7382152.500000 Penalty: 5463.594727
	Iteration 17Q: 3 clusters Score -7382152 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59193 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -7382332.500000 Penalty: 5463.594727
	Iteration 18Q: 3 clusters Score -7382332 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59393 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -7382461.500000 Penalty: 5463.594727
	Iteration 19Q: 3 clusters Score -7382462 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59538 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -7382537.000000 Penalty: 5463.594727
	Iteration 20F: 3 clusters Score -7382537 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59660 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -7382620.000000 Penalty: 5463.594727
	Iteration 21Q: 3 clusters Score -7382620 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59757 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -7382687.500000 Penalty: 5463.594727
	Iteration 22Q: 3 clusters Score -7382688 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59820 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -7382720.000000 Penalty: 5463.594727
	Iteration 23Q: 3 clusters Score -7382720 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59871 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -7382742.500000 Penalty: 5463.594727
	Iteration 24Q: 3 clusters Score -7382742 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59916 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -7382761.000000 Penalty: 5463.594727
	Iteration 25Q: 3 clusters Score -7382761 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59957 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -7382778.000000 Penalty: 5463.594727
	Iteration 26Q: 3 clusters Score -7382778 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59981 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -7382800.000000 Penalty: 5463.594727
	Iteration 27Q: 3 clusters Score -7382800 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60006 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -7382819.500000 Penalty: 5463.594727
	Iteration 28Q: 3 clusters Score -7382820 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60022 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -7382831.000000 Penalty: 5463.594727
	Iteration 29Q: 3 clusters Score -7382831 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60040 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -7382841.500000 Penalty: 5463.594727
	Iteration 30Q: 3 clusters Score -7382842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60051 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -7382849.500000 Penalty: 5463.594727
	Iteration 31Q: 3 clusters Score -7382850 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60060 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -7382856.000000 Penalty: 5463.594727
	Iteration 32Q: 3 clusters Score -7382856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60066 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -7382860.500000 Penalty: 5463.594727
	Iteration 33Q: 3 clusters Score -7382860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60078 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -7382875.000000 Penalty: 5463.594727
	Iteration 34Q: 3 clusters Score -7382875 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60092 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -7382891.500000 Penalty: 5463.594727
	Iteration 35Q: 3 clusters Score -7382892 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60103 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -7382899.000000 Penalty: 5463.594727
	Iteration 36Q: 3 clusters Score -7382899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60110 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -7382909.500000 Penalty: 5463.594727
	Iteration 37Q: 3 clusters Score -7382910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60120 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -7382914.000000 Penalty: 5463.594727
	Iteration 38Q: 3 clusters Score -7382914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60126 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -7382917.000000 Penalty: 5463.594727
	Iteration 39Q: 3 clusters Score -7382917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60130 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -7382915.000000 Penalty: 5463.594727
	Iteration 40F: 3 clusters Score -7382915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60130 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -7382915.000000 Penalty: 5463.594727
	Iteration 41Q: 3 clusters Score -7382915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60133 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -7382922.500000 Penalty: 5463.594727
	Iteration 42Q: 3 clusters Score -7382922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60134 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -7382917.500000 Penalty: 5463.594727
	Iteration 43Q: 3 clusters Score -7382918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60135 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -7382916.500000 Penalty: 5463.594727
	Iteration 44Q: 3 clusters Score -7382916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60136 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -7382920.000000 Penalty: 5463.594727
	Iteration 45Q: 3 clusters Score -7382920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60138 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -7382917.000000 Penalty: 5463.594727
	Iteration 46Q: 3 clusters Score -7382917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60143 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -7382921.000000 Penalty: 5463.594727
	Iteration 47Q: 3 clusters Score -7382921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60145 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -7382916.500000 Penalty: 5463.594727
	Iteration 48Q: 3 clusters Score -7382916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60148 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -7382915.000000 Penalty: 5463.594727
	Iteration 49Q: 3 clusters Score -7382915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60148 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -7382915.500000 Penalty: 5463.594727
	Iteration 50Q: 3 clusters Score -7382916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60148 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -7382912.500000 Penalty: 5463.594727
	Iteration 51Q: 3 clusters Score -7382912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60150 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -7382922.500000 Penalty: 5463.594727
	Iteration 52Q: 3 clusters Score -7382922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60150 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -7382922.500000 Penalty: 5463.594727
	Iteration 53F: 3 clusters Score -7382922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44945 members 
Entering Unmasked Estep 
Score: -5657693.500000 Penalty: 2656.872314
	Iteration 0F: 2 clusters Score -5657694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -5627388.000000 Penalty: 5313.744629
	Iteration 0F: 3 clusters Score -5627388 nChanged 20797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 21908 members 
Entering Unmasked Estep 
Score: -5639068.000000 Penalty: 5313.744629
	Iteration 1F: 3 clusters Score -5639068 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -5640014.500000 Penalty: 5313.744629
	Iteration 2Q: 3 clusters Score -5640014 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -5641872.500000 Penalty: 5313.744629
	Iteration 3F: 3 clusters Score -5641872 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -5645685.000000 Penalty: 5313.744629
	Iteration 4F: 3 clusters Score -5645685 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -5650498.000000 Penalty: 5313.744629
	Iteration 5F: 3 clusters Score -5650498 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30424 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -5655290.500000 Penalty: 5313.744629
	Iteration 6F: 3 clusters Score -5655290 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33148 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -5659250.000000 Penalty: 5313.744629
	Iteration 7F: 3 clusters Score -5659250 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -5661069.000000 Penalty: 5313.744629
	Iteration 8Q: 3 clusters Score -5661069 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35582 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -5661748.500000 Penalty: 5313.744629
	Iteration 9Q: 3 clusters Score -5661748 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -5662103.000000 Penalty: 5313.744629
	Iteration 10Q: 3 clusters Score -5662103 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36657 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -5662410.500000 Penalty: 5313.744629
	Iteration 11Q: 3 clusters Score -5662410 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -5662580.500000 Penalty: 5313.744629
	Iteration 12Q: 3 clusters Score -5662580 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37383 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -5662672.000000 Penalty: 5313.744629
	Iteration 13Q: 3 clusters Score -5662672 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -5662745.500000 Penalty: 5313.744629
	Iteration 14Q: 3 clusters Score -5662746 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37828 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -5662764.500000 Penalty: 5313.744629
	Iteration 15Q: 3 clusters Score -5662764 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -5662818.000000 Penalty: 5313.744629
	Iteration 16Q: 3 clusters Score -5662818 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38073 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -5662858.500000 Penalty: 5313.744629
	Iteration 17Q: 3 clusters Score -5662858 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -5662869.500000 Penalty: 5313.744629
	Iteration 18Q: 3 clusters Score -5662870 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38231 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -5662873.000000 Penalty: 5313.744629
	Iteration 19Q: 3 clusters Score -5662873 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38299 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -5662884.000000 Penalty: 5313.744629
	Iteration 20F: 3 clusters Score -5662884 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38353 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -5662882.000000 Penalty: 5313.744629
	Iteration 21Q: 3 clusters Score -5662882 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38391 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -5662898.000000 Penalty: 5313.744629
	Iteration 22Q: 3 clusters Score -5662898 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38419 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -5662904.000000 Penalty: 5313.744629
	Iteration 23Q: 3 clusters Score -5662904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38438 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -5662892.500000 Penalty: 5313.744629
	Iteration 24Q: 3 clusters Score -5662892 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38464 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -5662911.000000 Penalty: 5313.744629
	Iteration 25Q: 3 clusters Score -5662911 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -5662913.000000 Penalty: 5313.744629
	Iteration 26Q: 3 clusters Score -5662913 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38500 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -5662917.500000 Penalty: 5313.744629
	Iteration 27Q: 3 clusters Score -5662918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38509 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -5662923.500000 Penalty: 5313.744629
	Iteration 28Q: 3 clusters Score -5662924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38515 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -5662925.000000 Penalty: 5313.744629
	Iteration 29Q: 3 clusters Score -5662925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38519 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -5662925.000000 Penalty: 5313.744629
	Iteration 30Q: 3 clusters Score -5662925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38520 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -5662923.500000 Penalty: 5313.744629
	Iteration 31Q: 3 clusters Score -5662924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38521 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -5662924.000000 Penalty: 5313.744629
	Iteration 32Q: 3 clusters Score -5662924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38521 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -5662924.000000 Penalty: 5313.744629
	Iteration 33F: 3 clusters Score -5662924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 59678 members 
Mstep: Class 3 contains 14018 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3480 members 
Mstep: Class 7 contains 1025 members 
Mstep: Class 8 contains 60798 members 
Mstep: Class 9 contains 38521 members 
Mstep: Class 10 contains 6424 members 
Mstep: Class 11 contains 305548 members 
Mstep: Class 12 contains 34251 members 
Mstep: Class 13 contains 6559 members 
Mstep: Class 14 contains 182396 members 
Mstep: Class 15 contains 46751 members 
Mstep: Class 16 contains 14205 members 
Mstep: Class 17 contains 9458 members 
Mstep: Class 18 contains 14217 members 
Mstep: Class 19 contains 55040 members 
Entering Unmasked Estep 
Score: -104753152.000000 Penalty: 64373.832031
Splitting cluster 9 changes total score from -104747640.000000 to -104753152.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 11 (305548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305548 members 
Entering Unmasked Estep 
Score: -37859612.000000 Penalty: 3132.205811
	Iteration 0F: 2 clusters Score -3.785961e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152736 members 
Mstep: Class 2 contains 152812 members 
Entering Unmasked Estep 
Score: -37672376.000000 Penalty: 6264.411621
	Iteration 0F: 3 clusters Score -3.767238e+07 nChanged 147959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151219 members 
Mstep: Class 2 contains 154329 members 
Entering Unmasked Estep 
Score: -37759732.000000 Penalty: 6264.411621
	Iteration 1F: 3 clusters Score -3.775973e+07 nChanged 7310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149893 members 
Mstep: Class 2 contains 155655 members 
Entering Unmasked Estep 
Score: -37760912.000000 Penalty: 6264.411621
	Iteration 2Q: 3 clusters Score -3.776091e+07 nChanged 7824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147669 members 
Mstep: Class 2 contains 157879 members 
Entering Unmasked Estep 
Score: -37762416.000000 Penalty: 6264.411621
	Iteration 3Q: 3 clusters Score -3.776242e+07 nChanged 8794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144337 members 
Mstep: Class 2 contains 161211 members 
Entering Unmasked Estep 
Score: -37764476.000000 Penalty: 6264.411621
	Iteration 4Q: 3 clusters Score -3.776448e+07 nChanged 10362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139225 members 
Mstep: Class 2 contains 166323 members 
Entering Unmasked Estep 
Score: -37767260.000000 Penalty: 6264.411621
	Iteration 5Q: 3 clusters Score -3.776726e+07 nChanged 12661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131572 members 
Mstep: Class 2 contains 173976 members 
Entering Unmasked Estep 
Score: -37771836.000000 Penalty: 6264.411621
	Iteration 6Q: 3 clusters Score -3.777184e+07 nChanged 15204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121202 members 
Mstep: Class 2 contains 184346 members 
Entering Unmasked Estep 
Score: -37778820.000000 Penalty: 6264.411621
	Iteration 7Q: 3 clusters Score -3.777882e+07 nChanged 17849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108495 members 
Mstep: Class 2 contains 197053 members 
Entering Unmasked Estep 
Score: -37788872.000000 Penalty: 6264.411621
	Iteration 8F: 3 clusters Score -3.778887e+07 nChanged 19097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95580 members 
Mstep: Class 2 contains 209968 members 
Entering Unmasked Estep 
Score: -37802016.000000 Penalty: 6264.411621
	Iteration 9F: 3 clusters Score -3.780202e+07 nChanged 18285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84575 members 
Mstep: Class 2 contains 220973 members 
Entering Unmasked Estep 
Score: -37814160.000000 Penalty: 6264.411621
	Iteration 10F: 3 clusters Score -3.781416e+07 nChanged 15098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77269 members 
Mstep: Class 2 contains 228279 members 
Entering Unmasked Estep 
Score: -37821908.000000 Penalty: 6264.411621
	Iteration 11Q: 3 clusters Score -3.782191e+07 nChanged 10464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72529 members 
Mstep: Class 2 contains 233019 members 
Entering Unmasked Estep 
Score: -37824880.000000 Penalty: 6264.411621
	Iteration 12Q: 3 clusters Score -3.782488e+07 nChanged 6925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68724 members 
Mstep: Class 2 contains 236824 members 
Entering Unmasked Estep 
Score: -37826008.000000 Penalty: 6264.411621
	Iteration 13Q: 3 clusters Score -3.782601e+07 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65468 members 
Mstep: Class 2 contains 240080 members 
Entering Unmasked Estep 
Score: -37826460.000000 Penalty: 6264.411621
	Iteration 14Q: 3 clusters Score -3.782646e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62598 members 
Mstep: Class 2 contains 242950 members 
Entering Unmasked Estep 
Score: -37827164.000000 Penalty: 6264.411621
	Iteration 15Q: 3 clusters Score -3.782716e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59965 members 
Mstep: Class 2 contains 245583 members 
Entering Unmasked Estep 
Score: -37827260.000000 Penalty: 6264.411621
	Iteration 16Q: 3 clusters Score -3.782726e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57516 members 
Mstep: Class 2 contains 248032 members 
Entering Unmasked Estep 
Score: -37827940.000000 Penalty: 6264.411621
	Iteration 17Q: 3 clusters Score -3.782794e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55155 members 
Mstep: Class 2 contains 250393 members 
Entering Unmasked Estep 
Score: -37828532.000000 Penalty: 6264.411621
	Iteration 18Q: 3 clusters Score -3.782853e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53029 members 
Mstep: Class 2 contains 252519 members 
Entering Unmasked Estep 
Score: -37829324.000000 Penalty: 6264.411621
	Iteration 19Q: 3 clusters Score -3.782932e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51112 members 
Mstep: Class 2 contains 254436 members 
Entering Unmasked Estep 
Score: -37829828.000000 Penalty: 6264.411621
	Iteration 20F: 3 clusters Score -3.782983e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49219 members 
Mstep: Class 2 contains 256329 members 
Entering Unmasked Estep 
Score: -37830076.000000 Penalty: 6264.411621
	Iteration 21Q: 3 clusters Score -3.783008e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47372 members 
Mstep: Class 2 contains 258176 members 
Entering Unmasked Estep 
Score: -37830412.000000 Penalty: 6264.411621
	Iteration 22Q: 3 clusters Score -3.783041e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45635 members 
Mstep: Class 2 contains 259913 members 
Entering Unmasked Estep 
Score: -37830672.000000 Penalty: 6264.411621
	Iteration 23Q: 3 clusters Score -3.783067e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44017 members 
Mstep: Class 2 contains 261531 members 
Entering Unmasked Estep 
Score: -37831188.000000 Penalty: 6264.411621
	Iteration 24Q: 3 clusters Score -3.783119e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42443 members 
Mstep: Class 2 contains 263105 members 
Entering Unmasked Estep 
Score: -37831532.000000 Penalty: 6264.411621
	Iteration 25Q: 3 clusters Score -3.783153e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40910 members 
Mstep: Class 2 contains 264638 members 
Entering Unmasked Estep 
Score: -37831980.000000 Penalty: 6264.411621
	Iteration 26Q: 3 clusters Score -3.783198e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39359 members 
Mstep: Class 2 contains 266189 members 
Entering Unmasked Estep 
Score: -37832444.000000 Penalty: 6264.411621
	Iteration 27Q: 3 clusters Score -3.783244e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 267733 members 
Entering Unmasked Estep 
Score: -37832840.000000 Penalty: 6264.411621
	Iteration 28Q: 3 clusters Score -3.783284e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36261 members 
Mstep: Class 2 contains 269287 members 
Entering Unmasked Estep 
Score: -37833404.000000 Penalty: 6264.411621
	Iteration 29Q: 3 clusters Score -3.78334e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34745 members 
Mstep: Class 2 contains 270803 members 
Entering Unmasked Estep 
Score: -37833948.000000 Penalty: 6264.411621
	Iteration 30Q: 3 clusters Score -3.783395e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33222 members 
Mstep: Class 2 contains 272326 members 
Entering Unmasked Estep 
Score: -37834620.000000 Penalty: 6264.411621
	Iteration 31Q: 3 clusters Score -3.783462e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 273763 members 
Entering Unmasked Estep 
Score: -37835248.000000 Penalty: 6264.411621
	Iteration 32Q: 3 clusters Score -3.783525e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 275196 members 
Entering Unmasked Estep 
Score: -37835920.000000 Penalty: 6264.411621
	Iteration 33Q: 3 clusters Score -3.783592e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28942 members 
Mstep: Class 2 contains 276606 members 
Entering Unmasked Estep 
Score: -37836432.000000 Penalty: 6264.411621
	Iteration 34Q: 3 clusters Score -3.783643e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27483 members 
Mstep: Class 2 contains 278065 members 
Entering Unmasked Estep 
Score: -37837072.000000 Penalty: 6264.411621
	Iteration 35Q: 3 clusters Score -3.783707e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 279532 members 
Entering Unmasked Estep 
Score: -37837788.000000 Penalty: 6264.411621
	Iteration 36Q: 3 clusters Score -3.783779e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24518 members 
Mstep: Class 2 contains 281030 members 
Entering Unmasked Estep 
Score: -37838572.000000 Penalty: 6264.411621
	Iteration 37Q: 3 clusters Score -3.783857e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 282499 members 
Entering Unmasked Estep 
Score: -37839312.000000 Penalty: 6264.411621
	Iteration 38Q: 3 clusters Score -3.783931e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 284049 members 
Entering Unmasked Estep 
Score: -37840124.000000 Penalty: 6264.411621
	Iteration 39Q: 3 clusters Score -3.784012e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 285525 members 
Entering Unmasked Estep 
Score: -37840876.000000 Penalty: 6264.411621
	Iteration 40F: 3 clusters Score -3.784088e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 286998 members 
Entering Unmasked Estep 
Score: -37842096.000000 Penalty: 6264.411621
	Iteration 41Q: 3 clusters Score -3.78421e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 288459 members 
Entering Unmasked Estep 
Score: -37843068.000000 Penalty: 6264.411621
	Iteration 42Q: 3 clusters Score -3.784307e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 289919 members 
Entering Unmasked Estep 
Score: -37844160.000000 Penalty: 6264.411621
	Iteration 43Q: 3 clusters Score -3.784416e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 291371 members 
Entering Unmasked Estep 
Score: -37845160.000000 Penalty: 6264.411621
	Iteration 44Q: 3 clusters Score -3.784516e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 292817 members 
Entering Unmasked Estep 
Score: -37846532.000000 Penalty: 6264.411621
	Iteration 45Q: 3 clusters Score -3.784653e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 294187 members 
Entering Unmasked Estep 
Score: -37848568.000000 Penalty: 6264.411621
	Iteration 46Q: 3 clusters Score -3.784857e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 295532 members 
Entering Unmasked Estep 
Score: -37850064.000000 Penalty: 6264.411621
	Iteration 47Q: 3 clusters Score -3.785006e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 296817 members 
Entering Unmasked Estep 
Score: -37851828.000000 Penalty: 6264.411621
	Iteration 48Q: 3 clusters Score -3.785183e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 297992 members 
Entering Unmasked Estep 
Score: -37853284.000000 Penalty: 6264.411621
	Iteration 49Q: 3 clusters Score -3.785328e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 299083 members 
Entering Unmasked Estep 
Score: -37854468.000000 Penalty: 6264.411621
	Iteration 50Q: 3 clusters Score -3.785447e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 300045 members 
Entering Unmasked Estep 
Score: -37855296.000000 Penalty: 6264.411621
	Iteration 51Q: 3 clusters Score -3.78553e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 300848 members 
Entering Unmasked Estep 
Score: -37855876.000000 Penalty: 6264.411621
	Iteration 52Q: 3 clusters Score -3.785588e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 301501 members 
Entering Unmasked Estep 
Score: -37856320.000000 Penalty: 6264.411621
	Iteration 53Q: 3 clusters Score -3.785632e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 302021 members 
Entering Unmasked Estep 
Score: -37856704.000000 Penalty: 6264.411621
	Iteration 54Q: 3 clusters Score -3.78567e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 302426 members 
Entering Unmasked Estep 
Score: -37856932.000000 Penalty: 6264.411621
	Iteration 55Q: 3 clusters Score -3.785693e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 302735 members 
Entering Unmasked Estep 
Score: -37857116.000000 Penalty: 6264.411621
	Iteration 56Q: 3 clusters Score -3.785712e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 302960 members 
Entering Unmasked Estep 
Score: -37857236.000000 Penalty: 6264.411621
	Iteration 57Q: 3 clusters Score -3.785724e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 303163 members 
Entering Unmasked Estep 
Score: -37857344.000000 Penalty: 6264.411621
	Iteration 58Q: 3 clusters Score -3.785734e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 303300 members 
Entering Unmasked Estep 
Score: -37857356.000000 Penalty: 6264.411621
	Iteration 59Q: 3 clusters Score -3.785736e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 303408 members 
Entering Unmasked Estep 
Score: -37857520.000000 Penalty: 6264.411621
	Iteration 60F: 3 clusters Score -3.785752e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 303513 members 
Entering Unmasked Estep 
Score: -37857588.000000 Penalty: 6264.411621
	Iteration 61Q: 3 clusters Score -3.785759e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 303594 members 
Entering Unmasked Estep 
Score: -37857688.000000 Penalty: 6264.411621
	Iteration 62Q: 3 clusters Score -3.785769e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 303643 members 
Entering Unmasked Estep 
Score: -37857804.000000 Penalty: 6264.411621
	Iteration 63Q: 3 clusters Score -3.78578e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 303679 members 
Entering Unmasked Estep 
Score: -37857872.000000 Penalty: 6264.411621
	Iteration 64Q: 3 clusters Score -3.785787e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 303718 members 
Entering Unmasked Estep 
Score: -37857904.000000 Penalty: 6264.411621
	Iteration 65Q: 3 clusters Score -3.78579e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 303743 members 
Entering Unmasked Estep 
Score: -37857940.000000 Penalty: 6264.411621
	Iteration 66Q: 3 clusters Score -3.785794e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 303771 members 
Entering Unmasked Estep 
Score: -37857960.000000 Penalty: 6264.411621
	Iteration 67Q: 3 clusters Score -3.785796e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 303782 members 
Entering Unmasked Estep 
Score: -37858000.000000 Penalty: 6264.411621
	Iteration 68Q: 3 clusters Score -3.7858e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 303807 members 
Entering Unmasked Estep 
Score: -37857984.000000 Penalty: 6264.411621
	Iteration 69Q: 3 clusters Score -3.785798e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 303815 members 
Entering Unmasked Estep 
Score: -37858020.000000 Penalty: 6264.411621
	Iteration 70Q: 3 clusters Score -3.785802e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 303823 members 
Entering Unmasked Estep 
Score: -37858036.000000 Penalty: 6264.411621
	Iteration 71Q: 3 clusters Score -3.785804e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 303827 members 
Entering Unmasked Estep 
Score: -37858068.000000 Penalty: 6264.411621
	Iteration 72Q: 3 clusters Score -3.785807e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 303819 members 
Entering Unmasked Estep 
Score: -37858136.000000 Penalty: 6264.411621
	Iteration 73Q: 3 clusters Score -3.785814e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 303822 members 
Entering Unmasked Estep 
Score: -37858160.000000 Penalty: 6264.411621
	Iteration 74Q: 3 clusters Score -3.785816e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 303825 members 
Entering Unmasked Estep 
Score: -37858152.000000 Penalty: 6264.411621
	Iteration 75Q: 3 clusters Score -3.785815e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 303818 members 
Entering Unmasked Estep 
Score: -37858228.000000 Penalty: 6264.411621
	Iteration 76Q: 3 clusters Score -3.785823e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 303810 members 
Entering Unmasked Estep 
Score: -37858204.000000 Penalty: 6264.411621
	Iteration 77Q: 3 clusters Score -3.78582e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 303811 members 
Entering Unmasked Estep 
Score: -37858244.000000 Penalty: 6264.411621
	Iteration 78Q: 3 clusters Score -3.785824e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 303805 members 
Entering Unmasked Estep 
Score: -37858260.000000 Penalty: 6264.411621
	Iteration 79Q: 3 clusters Score -3.785826e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 303810 members 
Entering Unmasked Estep 
Score: -37858256.000000 Penalty: 6264.411621
	Iteration 80F: 3 clusters Score -3.785826e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 303816 members 
Entering Unmasked Estep 
Score: -37858284.000000 Penalty: 6264.411621
	Iteration 81Q: 3 clusters Score -3.785828e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 303820 members 
Entering Unmasked Estep 
Score: -37858292.000000 Penalty: 6264.411621
	Iteration 82Q: 3 clusters Score -3.785829e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 303814 members 
Entering Unmasked Estep 
Score: -37858304.000000 Penalty: 6264.411621
	Iteration 83Q: 3 clusters Score -3.78583e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 303818 members 
Entering Unmasked Estep 
Score: -37858292.000000 Penalty: 6264.411621
	Iteration 84Q: 3 clusters Score -3.785829e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 303823 members 
Entering Unmasked Estep 
Score: -37858280.000000 Penalty: 6264.411621
	Iteration 85Q: 3 clusters Score -3.785828e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 303826 members 
Entering Unmasked Estep 
Score: -37858316.000000 Penalty: 6264.411621
	Iteration 86Q: 3 clusters Score -3.785832e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 303828 members 
Entering Unmasked Estep 
Score: -37858308.000000 Penalty: 6264.411621
	Iteration 87Q: 3 clusters Score -3.785831e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 303825 members 
Entering Unmasked Estep 
Score: -37858320.000000 Penalty: 6264.411621
	Iteration 88Q: 3 clusters Score -3.785832e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 303825 members 
Entering Unmasked Estep 
Score: -37858340.000000 Penalty: 6264.411621
	Iteration 89Q: 3 clusters Score -3.785834e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 303826 members 
Entering Unmasked Estep 
Score: -37858324.000000 Penalty: 6264.411621
	Iteration 90Q: 3 clusters Score -3.785832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 303825 members 
Entering Unmasked Estep 
Score: -37858320.000000 Penalty: 6264.411621
	Iteration 91Q: 3 clusters Score -3.785832e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 303821 members 
Entering Unmasked Estep 
Score: -37858340.000000 Penalty: 6264.411621
	Iteration 92Q: 3 clusters Score -3.785834e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 303817 members 
Entering Unmasked Estep 
Score: -37858336.000000 Penalty: 6264.411621
	Iteration 93Q: 3 clusters Score -3.785834e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 303811 members 
Entering Unmasked Estep 
Score: -37858348.000000 Penalty: 6264.411621
	Iteration 94Q: 3 clusters Score -3.785835e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 303810 members 
Entering Unmasked Estep 
Score: -37858372.000000 Penalty: 6264.411621
	Iteration 95Q: 3 clusters Score -3.785837e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 303814 members 
Entering Unmasked Estep 
Score: -37858356.000000 Penalty: 6264.411621
	Iteration 96Q: 3 clusters Score -3.785836e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 303819 members 
Entering Unmasked Estep 
Score: -37858356.000000 Penalty: 6264.411621
	Iteration 97Q: 3 clusters Score -3.785836e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 303822 members 
Entering Unmasked Estep 
Score: -37858372.000000 Penalty: 6264.411621
	Iteration 98Q: 3 clusters Score -3.785837e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 303819 members 
Entering Unmasked Estep 
Score: -37858388.000000 Penalty: 6264.411621
	Iteration 99Q: 3 clusters Score -3.785839e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 303822 members 
Entering Unmasked Estep 
Score: -37858400.000000 Penalty: 6264.411621
	Iteration 100F: 3 clusters Score -3.78584e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 303825 members 
Entering Unmasked Estep 
Score: -37858436.000000 Penalty: 6264.411621
	Iteration 101Q: 3 clusters Score -3.785844e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 303822 members 
Entering Unmasked Estep 
Score: -37858428.000000 Penalty: 6264.411621
	Iteration 102Q: 3 clusters Score -3.785843e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 303822 members 
Entering Unmasked Estep 
Score: -37858432.000000 Penalty: 6264.411621
	Iteration 103Q: 3 clusters Score -3.785843e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 303819 members 
Entering Unmasked Estep 
Score: -37858436.000000 Penalty: 6264.411621
	Iteration 104Q: 3 clusters Score -3.785844e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 303819 members 
Entering Unmasked Estep 
Score: -37858436.000000 Penalty: 6264.411621
	Iteration 105F: 3 clusters Score -3.785844e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (34251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34251 members 
Entering Unmasked Estep 
Score: -4293455.500000 Penalty: 2589.484863
	Iteration 0F: 2 clusters Score -4293456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -4270229.500000 Penalty: 5178.969727
	Iteration 0F: 3 clusters Score -4270230 nChanged 15433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -4278845.000000 Penalty: 5178.969727
	Iteration 1F: 3 clusters Score -4278845 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -4279560.500000 Penalty: 5178.969727
	Iteration 2Q: 3 clusters Score -4279560 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -4280307.500000 Penalty: 5178.969727
	Iteration 3Q: 3 clusters Score -4280308 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16334 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -4281195.500000 Penalty: 5178.969727
	Iteration 4F: 3 clusters Score -4281196 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -4282167.000000 Penalty: 5178.969727
	Iteration 5F: 3 clusters Score -4282167 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -4283278.500000 Penalty: 5178.969727
	Iteration 6F: 3 clusters Score -4283278 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -4284758.500000 Penalty: 5178.969727
	Iteration 7F: 3 clusters Score -4284758 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -4286488.000000 Penalty: 5178.969727
	Iteration 8F: 3 clusters Score -4286488 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -4287934.000000 Penalty: 5178.969727
	Iteration 9F: 3 clusters Score -4287934 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -4288692.000000 Penalty: 5178.969727
	Iteration 10Q: 3 clusters Score -4288692 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -4289040.500000 Penalty: 5178.969727
	Iteration 11Q: 3 clusters Score -4289040 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -4289205.500000 Penalty: 5178.969727
	Iteration 12Q: 3 clusters Score -4289206 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 24896 members 
Entering Unmasked Estep 
Score: -4289326.500000 Penalty: 5178.969727
	Iteration 13Q: 3 clusters Score -4289326 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -4289450.500000 Penalty: 5178.969727
	Iteration 14Q: 3 clusters Score -4289450 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -4289537.500000 Penalty: 5178.969727
	Iteration 15Q: 3 clusters Score -4289538 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -4289643.500000 Penalty: 5178.969727
	Iteration 16Q: 3 clusters Score -4289644 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -4289715.000000 Penalty: 5178.969727
	Iteration 17Q: 3 clusters Score -4289715 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -4289798.500000 Penalty: 5178.969727
	Iteration 18Q: 3 clusters Score -4289798 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -4289870.000000 Penalty: 5178.969727
	Iteration 19Q: 3 clusters Score -4289870 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 27291 members 
Entering Unmasked Estep 
Score: -4289962.000000 Penalty: 5178.969727
	Iteration 20F: 3 clusters Score -4289962 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 27601 members 
Entering Unmasked Estep 
Score: -4290057.000000 Penalty: 5178.969727
	Iteration 21Q: 3 clusters Score -4290057 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
Score: -4290153.500000 Penalty: 5178.969727
	Iteration 22Q: 3 clusters Score -4290154 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 28211 members 
Entering Unmasked Estep 
Score: -4290240.000000 Penalty: 5178.969727
	Iteration 23Q: 3 clusters Score -4290240 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 28513 members 
Entering Unmasked Estep 
Score: -4290313.500000 Penalty: 5178.969727
	Iteration 24Q: 3 clusters Score -4290314 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -4290422.500000 Penalty: 5178.969727
	Iteration 25Q: 3 clusters Score -4290422 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -4290490.500000 Penalty: 5178.969727
	Iteration 26Q: 3 clusters Score -4290490 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 29371 members 
Entering Unmasked Estep 
Score: -4290571.000000 Penalty: 5178.969727
	Iteration 27Q: 3 clusters Score -4290571 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 29680 members 
Entering Unmasked Estep 
Score: -4290674.500000 Penalty: 5178.969727
	Iteration 28Q: 3 clusters Score -4290674 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -4290766.500000 Penalty: 5178.969727
	Iteration 29Q: 3 clusters Score -4290766 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -4290863.500000 Penalty: 5178.969727
	Iteration 30Q: 3 clusters Score -4290864 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -4290951.000000 Penalty: 5178.969727
	Iteration 31Q: 3 clusters Score -4290951 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -4291034.500000 Penalty: 5178.969727
	Iteration 32Q: 3 clusters Score -4291034 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -4291108.500000 Penalty: 5178.969727
	Iteration 33Q: 3 clusters Score -4291108 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 31097 members 
Entering Unmasked Estep 
Score: -4291175.500000 Penalty: 5178.969727
	Iteration 34Q: 3 clusters Score -4291176 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 31287 members 
Entering Unmasked Estep 
Score: -4291235.500000 Penalty: 5178.969727
	Iteration 35Q: 3 clusters Score -4291236 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -4291295.000000 Penalty: 5178.969727
	Iteration 36Q: 3 clusters Score -4291295 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -4291355.000000 Penalty: 5178.969727
	Iteration 37Q: 3 clusters Score -4291355 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -4291401.500000 Penalty: 5178.969727
	Iteration 38Q: 3 clusters Score -4291402 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 31933 members 
Entering Unmasked Estep 
Score: -4291453.500000 Penalty: 5178.969727
	Iteration 39Q: 3 clusters Score -4291454 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
Score: -4291507.500000 Penalty: 5178.969727
	Iteration 40F: 3 clusters Score -4291508 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 32163 members 
Entering Unmasked Estep 
Score: -4291540.500000 Penalty: 5178.969727
	Iteration 41Q: 3 clusters Score -4291540 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 32261 members 
Entering Unmasked Estep 
Score: -4291557.500000 Penalty: 5178.969727
	Iteration 42Q: 3 clusters Score -4291558 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 32346 members 
Entering Unmasked Estep 
Score: -4291587.000000 Penalty: 5178.969727
	Iteration 43Q: 3 clusters Score -4291587 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 32412 members 
Entering Unmasked Estep 
Score: -4291621.500000 Penalty: 5178.969727
	Iteration 44Q: 3 clusters Score -4291622 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 32455 members 
Entering Unmasked Estep 
Score: -4291635.000000 Penalty: 5178.969727
	Iteration 45Q: 3 clusters Score -4291635 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -4291644.000000 Penalty: 5178.969727
	Iteration 46Q: 3 clusters Score -4291644 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -4291667.000000 Penalty: 5178.969727
	Iteration 47Q: 3 clusters Score -4291667 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -4291674.000000 Penalty: 5178.969727
	Iteration 48Q: 3 clusters Score -4291674 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -4291686.500000 Penalty: 5178.969727
	Iteration 49Q: 3 clusters Score -4291686 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 32657 members 
Entering Unmasked Estep 
Score: -4291682.000000 Penalty: 5178.969727
	Iteration 50Q: 3 clusters Score -4291682 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
Score: -4291693.500000 Penalty: 5178.969727
	Iteration 51Q: 3 clusters Score -4291694 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 32730 members 
Entering Unmasked Estep 
Score: -4291702.500000 Penalty: 5178.969727
	Iteration 52Q: 3 clusters Score -4291702 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
Score: -4291707.000000 Penalty: 5178.969727
	Iteration 53Q: 3 clusters Score -4291707 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 32772 members 
Entering Unmasked Estep 
Score: -4291711.000000 Penalty: 5178.969727
	Iteration 54Q: 3 clusters Score -4291711 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 32800 members 
Entering Unmasked Estep 
Score: -4291719.500000 Penalty: 5178.969727
	Iteration 55Q: 3 clusters Score -4291720 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -4291735.500000 Penalty: 5178.969727
	Iteration 56Q: 3 clusters Score -4291736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 32836 members 
Entering Unmasked Estep 
Score: -4291738.000000 Penalty: 5178.969727
	Iteration 57Q: 3 clusters Score -4291738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -4291742.000000 Penalty: 5178.969727
	Iteration 58Q: 3 clusters Score -4291742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -4291744.000000 Penalty: 5178.969727
	Iteration 59Q: 3 clusters Score -4291744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 32869 members 
Entering Unmasked Estep 
Score: -4291747.000000 Penalty: 5178.969727
	Iteration 60F: 3 clusters Score -4291747 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 32876 members 
Entering Unmasked Estep 
Score: -4291749.000000 Penalty: 5178.969727
	Iteration 61Q: 3 clusters Score -4291749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
Score: -4291748.500000 Penalty: 5178.969727
	Iteration 62Q: 3 clusters Score -4291748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -4291750.500000 Penalty: 5178.969727
	Iteration 63Q: 3 clusters Score -4291750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -4291751.500000 Penalty: 5178.969727
	Iteration 64Q: 3 clusters Score -4291752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
Score: -4291752.000000 Penalty: 5178.969727
	Iteration 65Q: 3 clusters Score -4291752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 32903 members 
Entering Unmasked Estep 
Score: -4291753.000000 Penalty: 5178.969727
	Iteration 66Q: 3 clusters Score -4291753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 32908 members 
Entering Unmasked Estep 
Score: -4291758.500000 Penalty: 5178.969727
	Iteration 67Q: 3 clusters Score -4291758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -4291756.000000 Penalty: 5178.969727
	Iteration 68Q: 3 clusters Score -4291756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
Score: -4291757.000000 Penalty: 5178.969727
	Iteration 69Q: 3 clusters Score -4291757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 32916 members 
Entering Unmasked Estep 
Score: -4291758.000000 Penalty: 5178.969727
	Iteration 70Q: 3 clusters Score -4291758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 32916 members 
Entering Unmasked Estep 
Score: -4291758.000000 Penalty: 5178.969727
	Iteration 71F: 3 clusters Score -4291758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Entering Unmasked Estep 
Score: -769286.812500 Penalty: 2179.571045
	Iteration 0F: 2 clusters Score -769286.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -763749.812500 Penalty: 4359.142090
	Iteration 0F: 3 clusters Score -763749.8 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -765452.250000 Penalty: 4359.142090
	Iteration 1F: 3 clusters Score -765452.2 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -766086.875000 Penalty: 4359.142090
	Iteration 2F: 3 clusters Score -766086.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -766491.375000 Penalty: 4359.142090
	Iteration 3F: 3 clusters Score -766491.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -766673.687500 Penalty: 4359.142090
	Iteration 4Q: 3 clusters Score -766673.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -766787.000000 Penalty: 4359.142090
	Iteration 5Q: 3 clusters Score -766787 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -766863.187500 Penalty: 4359.142090
	Iteration 6Q: 3 clusters Score -766863.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -766921.500000 Penalty: 4359.142090
	Iteration 7Q: 3 clusters Score -766921.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -766971.937500 Penalty: 4359.142090
	Iteration 8Q: 3 clusters Score -766971.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -767016.625000 Penalty: 4359.142090
	Iteration 9Q: 3 clusters Score -767016.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -767047.312500 Penalty: 4359.142090
	Iteration 10Q: 3 clusters Score -767047.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -767064.875000 Penalty: 4359.142090
	Iteration 11Q: 3 clusters Score -767064.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -767077.437500 Penalty: 4359.142090
	Iteration 12Q: 3 clusters Score -767077.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -767086.437500 Penalty: 4359.142090
	Iteration 13Q: 3 clusters Score -767086.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -767091.437500 Penalty: 4359.142090
	Iteration 14Q: 3 clusters Score -767091.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -767098.187500 Penalty: 4359.142090
	Iteration 15Q: 3 clusters Score -767098.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -767102.812500 Penalty: 4359.142090
	Iteration 16Q: 3 clusters Score -767102.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -767105.062500 Penalty: 4359.142090
	Iteration 17Q: 3 clusters Score -767105.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -767112.562500 Penalty: 4359.142090
	Iteration 18Q: 3 clusters Score -767112.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -767113.750000 Penalty: 4359.142090
	Iteration 19Q: 3 clusters Score -767113.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -767116.750000 Penalty: 4359.142090
	Iteration 20F: 3 clusters Score -767116.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -767121.500000 Penalty: 4359.142090
	Iteration 21Q: 3 clusters Score -767121.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -767128.562500 Penalty: 4359.142090
	Iteration 22Q: 3 clusters Score -767128.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -767131.000000 Penalty: 4359.142090
	Iteration 23Q: 3 clusters Score -767131 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -767134.312500 Penalty: 4359.142090
	Iteration 24Q: 3 clusters Score -767134.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -767135.250000 Penalty: 4359.142090
	Iteration 25Q: 3 clusters Score -767135.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -767138.562500 Penalty: 4359.142090
	Iteration 26Q: 3 clusters Score -767138.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -767139.250000 Penalty: 4359.142090
	Iteration 27Q: 3 clusters Score -767139.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -767143.125000 Penalty: 4359.142090
	Iteration 28Q: 3 clusters Score -767143.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -767144.187500 Penalty: 4359.142090
	Iteration 29Q: 3 clusters Score -767144.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -767146.375000 Penalty: 4359.142090
	Iteration 30Q: 3 clusters Score -767146.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -767146.875000 Penalty: 4359.142090
	Iteration 31Q: 3 clusters Score -767146.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -767147.375000 Penalty: 4359.142090
	Iteration 32Q: 3 clusters Score -767147.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -767147.125000 Penalty: 4359.142090
	Iteration 33Q: 3 clusters Score -767147.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -767147.437500 Penalty: 4359.142090
	Iteration 34Q: 3 clusters Score -767147.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -767147.562500 Penalty: 4359.142090
	Iteration 35Q: 3 clusters Score -767147.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -767146.812500 Penalty: 4359.142090
	Iteration 36Q: 3 clusters Score -767146.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -767146.812500 Penalty: 4359.142090
	Iteration 37F: 3 clusters Score -767146.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (182396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182396 members 
Entering Unmasked Estep 
Score: -22653320.000000 Penalty: 3004.256104
	Iteration 0F: 2 clusters Score -2.265332e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91461 members 
Mstep: Class 2 contains 90935 members 
Entering Unmasked Estep 
Score: -22532774.000000 Penalty: 6008.512207
	Iteration 0F: 3 clusters Score -2.253277e+07 nChanged 87414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94213 members 
Mstep: Class 2 contains 88183 members 
Entering Unmasked Estep 
Score: -22584684.000000 Penalty: 6008.512207
	Iteration 1F: 3 clusters Score -2.258468e+07 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95633 members 
Mstep: Class 2 contains 86763 members 
Entering Unmasked Estep 
Score: -22586292.000000 Penalty: 6008.512207
	Iteration 2Q: 3 clusters Score -2.258629e+07 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97664 members 
Mstep: Class 2 contains 84732 members 
Entering Unmasked Estep 
Score: -22588378.000000 Penalty: 6008.512207
	Iteration 3Q: 3 clusters Score -2.258838e+07 nChanged 7171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100481 members 
Mstep: Class 2 contains 81915 members 
Entering Unmasked Estep 
Score: -22591422.000000 Penalty: 6008.512207
	Iteration 4Q: 3 clusters Score -2.259142e+07 nChanged 8331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104380 members 
Mstep: Class 2 contains 78016 members 
Entering Unmasked Estep 
Score: -22595722.000000 Penalty: 6008.512207
	Iteration 5Q: 3 clusters Score -2.259572e+07 nChanged 9733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109383 members 
Mstep: Class 2 contains 73013 members 
Entering Unmasked Estep 
Score: -22602348.000000 Penalty: 6008.512207
	Iteration 6F: 3 clusters Score -2.260235e+07 nChanged 10668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114901 members 
Mstep: Class 2 contains 67495 members 
Entering Unmasked Estep 
Score: -22610144.000000 Penalty: 6008.512207
	Iteration 7F: 3 clusters Score -2.261014e+07 nChanged 10827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120230 members 
Mstep: Class 2 contains 62166 members 
Entering Unmasked Estep 
Score: -22617712.000000 Penalty: 6008.512207
	Iteration 8F: 3 clusters Score -2.261771e+07 nChanged 9723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124527 members 
Mstep: Class 2 contains 57869 members 
Entering Unmasked Estep 
Score: -22623860.000000 Penalty: 6008.512207
	Iteration 9F: 3 clusters Score -2.262386e+07 nChanged 8110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127895 members 
Mstep: Class 2 contains 54501 members 
Entering Unmasked Estep 
Score: -22628372.000000 Penalty: 6008.512207
	Iteration 10Q: 3 clusters Score -2.262837e+07 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130570 members 
Mstep: Class 2 contains 51826 members 
Entering Unmasked Estep 
Score: -22630736.000000 Penalty: 6008.512207
	Iteration 11Q: 3 clusters Score -2.263074e+07 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132952 members 
Mstep: Class 2 contains 49444 members 
Entering Unmasked Estep 
Score: -22632058.000000 Penalty: 6008.512207
	Iteration 12Q: 3 clusters Score -2.263206e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135326 members 
Mstep: Class 2 contains 47070 members 
Entering Unmasked Estep 
Score: -22633076.000000 Penalty: 6008.512207
	Iteration 13Q: 3 clusters Score -2.263308e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137654 members 
Mstep: Class 2 contains 44742 members 
Entering Unmasked Estep 
Score: -22633748.000000 Penalty: 6008.512207
	Iteration 14Q: 3 clusters Score -2.263375e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140030 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -22634636.000000 Penalty: 6008.512207
	Iteration 15Q: 3 clusters Score -2.263464e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142518 members 
Mstep: Class 2 contains 39878 members 
Entering Unmasked Estep 
Score: -22635424.000000 Penalty: 6008.512207
	Iteration 16Q: 3 clusters Score -2.263542e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145121 members 
Mstep: Class 2 contains 37275 members 
Entering Unmasked Estep 
Score: -22636106.000000 Penalty: 6008.512207
	Iteration 17Q: 3 clusters Score -2.263611e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147899 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -22637068.000000 Penalty: 6008.512207
	Iteration 18Q: 3 clusters Score -2.263707e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150789 members 
Mstep: Class 2 contains 31607 members 
Entering Unmasked Estep 
Score: -22638110.000000 Penalty: 6008.512207
	Iteration 19Q: 3 clusters Score -2.263811e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153743 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -22639128.000000 Penalty: 6008.512207
	Iteration 20F: 3 clusters Score -2.263913e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156718 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -22640172.000000 Penalty: 6008.512207
	Iteration 21Q: 3 clusters Score -2.264017e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159729 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -22641082.000000 Penalty: 6008.512207
	Iteration 22Q: 3 clusters Score -2.264108e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162692 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -22642272.000000 Penalty: 6008.512207
	Iteration 23Q: 3 clusters Score -2.264227e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165643 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -22643594.000000 Penalty: 6008.512207
	Iteration 24Q: 3 clusters Score -2.264359e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168441 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -22644814.000000 Penalty: 6008.512207
	Iteration 25Q: 3 clusters Score -2.264481e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170909 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -22645676.000000 Penalty: 6008.512207
	Iteration 26Q: 3 clusters Score -2.264568e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173128 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -22646606.000000 Penalty: 6008.512207
	Iteration 27Q: 3 clusters Score -2.264661e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175062 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -22647522.000000 Penalty: 6008.512207
	Iteration 28Q: 3 clusters Score -2.264752e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176664 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -22648144.000000 Penalty: 6008.512207
	Iteration 29Q: 3 clusters Score -2.264814e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177978 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -22648772.000000 Penalty: 6008.512207
	Iteration 30Q: 3 clusters Score -2.264877e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178980 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -22649282.000000 Penalty: 6008.512207
	Iteration 31Q: 3 clusters Score -2.264928e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179751 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -22649602.000000 Penalty: 6008.512207
	Iteration 32Q: 3 clusters Score -2.26496e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180284 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -22649844.000000 Penalty: 6008.512207
	Iteration 33Q: 3 clusters Score -2.264984e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180639 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -22650006.000000 Penalty: 6008.512207
	Iteration 34Q: 3 clusters Score -2.265001e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180893 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -22650174.000000 Penalty: 6008.512207
	Iteration 35Q: 3 clusters Score -2.265017e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181083 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -22650278.000000 Penalty: 6008.512207
	Iteration 36Q: 3 clusters Score -2.265028e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181211 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -22650314.000000 Penalty: 6008.512207
	Iteration 37Q: 3 clusters Score -2.265031e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181310 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -22650450.000000 Penalty: 6008.512207
	Iteration 38Q: 3 clusters Score -2.265045e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181393 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -22650500.000000 Penalty: 6008.512207
	Iteration 39Q: 3 clusters Score -2.26505e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181457 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -22650556.000000 Penalty: 6008.512207
	Iteration 40F: 3 clusters Score -2.265056e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181502 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -22650586.000000 Penalty: 6008.512207
	Iteration 41Q: 3 clusters Score -2.265059e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181540 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -22650634.000000 Penalty: 6008.512207
	Iteration 42Q: 3 clusters Score -2.265063e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181583 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -22650668.000000 Penalty: 6008.512207
	Iteration 43Q: 3 clusters Score -2.265067e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181612 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -22650670.000000 Penalty: 6008.512207
	Iteration 44Q: 3 clusters Score -2.265067e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181632 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -22650696.000000 Penalty: 6008.512207
	Iteration 45Q: 3 clusters Score -2.26507e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181645 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -22650722.000000 Penalty: 6008.512207
	Iteration 46Q: 3 clusters Score -2.265072e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181662 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -22650716.000000 Penalty: 6008.512207
	Iteration 47Q: 3 clusters Score -2.265072e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181677 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -22650730.000000 Penalty: 6008.512207
	Iteration 48Q: 3 clusters Score -2.265073e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181686 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -22650758.000000 Penalty: 6008.512207
	Iteration 49Q: 3 clusters Score -2.265076e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181698 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -22650752.000000 Penalty: 6008.512207
	Iteration 50Q: 3 clusters Score -2.265075e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181700 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -22650750.000000 Penalty: 6008.512207
	Iteration 51Q: 3 clusters Score -2.265075e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181698 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -22650766.000000 Penalty: 6008.512207
	Iteration 52Q: 3 clusters Score -2.265077e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181700 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -22650764.000000 Penalty: 6008.512207
	Iteration 53Q: 3 clusters Score -2.265076e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181705 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -22650770.000000 Penalty: 6008.512207
	Iteration 54Q: 3 clusters Score -2.265077e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181710 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -22650776.000000 Penalty: 6008.512207
	Iteration 55Q: 3 clusters Score -2.265078e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181715 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -22650774.000000 Penalty: 6008.512207
	Iteration 56Q: 3 clusters Score -2.265077e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181722 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -22650756.000000 Penalty: 6008.512207
	Iteration 57Q: 3 clusters Score -2.265076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181727 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -22650770.000000 Penalty: 6008.512207
	Iteration 58Q: 3 clusters Score -2.265077e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181732 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -22650776.000000 Penalty: 6008.512207
	Iteration 59Q: 3 clusters Score -2.265078e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181739 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -22650772.000000 Penalty: 6008.512207
	Iteration 60F: 3 clusters Score -2.265077e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181749 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -22650780.000000 Penalty: 6008.512207
	Iteration 61Q: 3 clusters Score -2.265078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181749 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -22650790.000000 Penalty: 6008.512207
	Iteration 62Q: 3 clusters Score -2.265079e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181751 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -22650788.000000 Penalty: 6008.512207
	Iteration 63Q: 3 clusters Score -2.265079e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181753 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -22650786.000000 Penalty: 6008.512207
	Iteration 64Q: 3 clusters Score -2.265079e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181754 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -22650784.000000 Penalty: 6008.512207
	Iteration 65Q: 3 clusters Score -2.265078e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181754 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -22650784.000000 Penalty: 6008.512207
	Iteration 66F: 3 clusters Score -2.265078e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (46751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46751 members 
Entering Unmasked Estep 
Score: -5865308.500000 Penalty: 2666.642578
	Iteration 0F: 2 clusters Score -5865308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -5833810.000000 Penalty: 5333.285156
	Iteration 0F: 3 clusters Score -5833810 nChanged 21401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -5845706.500000 Penalty: 5333.285156
	Iteration 1F: 3 clusters Score -5845706 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24328 members 
Mstep: Class 2 contains 22423 members 
Entering Unmasked Estep 
Score: -5846298.000000 Penalty: 5333.285156
	Iteration 2Q: 3 clusters Score -5846298 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24871 members 
Mstep: Class 2 contains 21880 members 
Entering Unmasked Estep 
Score: -5846985.000000 Penalty: 5333.285156
	Iteration 3Q: 3 clusters Score -5846985 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -5847904.000000 Penalty: 5333.285156
	Iteration 4Q: 3 clusters Score -5847904 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -5849206.000000 Penalty: 5333.285156
	Iteration 5F: 3 clusters Score -5849206 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -5850976.000000 Penalty: 5333.285156
	Iteration 6F: 3 clusters Score -5850976 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29615 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -5853110.000000 Penalty: 5333.285156
	Iteration 7F: 3 clusters Score -5853110 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -5855404.000000 Penalty: 5333.285156
	Iteration 8F: 3 clusters Score -5855404 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33047 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -5857822.500000 Penalty: 5333.285156
	Iteration 9F: 3 clusters Score -5857822 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34443 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -5859661.500000 Penalty: 5333.285156
	Iteration 10Q: 3 clusters Score -5859662 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35406 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -5860661.500000 Penalty: 5333.285156
	Iteration 11Q: 3 clusters Score -5860662 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36184 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -5861220.500000 Penalty: 5333.285156
	Iteration 12Q: 3 clusters Score -5861220 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36803 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -5861484.500000 Penalty: 5333.285156
	Iteration 13Q: 3 clusters Score -5861484 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37290 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -5861672.500000 Penalty: 5333.285156
	Iteration 14Q: 3 clusters Score -5861672 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -5861828.500000 Penalty: 5333.285156
	Iteration 15Q: 3 clusters Score -5861828 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38140 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -5861965.000000 Penalty: 5333.285156
	Iteration 16Q: 3 clusters Score -5861965 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -5862073.000000 Penalty: 5333.285156
	Iteration 17Q: 3 clusters Score -5862073 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38852 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -5862173.500000 Penalty: 5333.285156
	Iteration 18Q: 3 clusters Score -5862174 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -5862279.000000 Penalty: 5333.285156
	Iteration 19Q: 3 clusters Score -5862279 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39494 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -5862347.500000 Penalty: 5333.285156
	Iteration 20F: 3 clusters Score -5862348 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39773 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -5862405.000000 Penalty: 5333.285156
	Iteration 21Q: 3 clusters Score -5862405 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40030 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -5862468.500000 Penalty: 5333.285156
	Iteration 22Q: 3 clusters Score -5862468 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40279 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -5862525.000000 Penalty: 5333.285156
	Iteration 23Q: 3 clusters Score -5862525 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40515 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -5862567.000000 Penalty: 5333.285156
	Iteration 24Q: 3 clusters Score -5862567 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40756 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -5862622.000000 Penalty: 5333.285156
	Iteration 25Q: 3 clusters Score -5862622 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -5862668.500000 Penalty: 5333.285156
	Iteration 26Q: 3 clusters Score -5862668 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -5862712.000000 Penalty: 5333.285156
	Iteration 27Q: 3 clusters Score -5862712 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -5862760.000000 Penalty: 5333.285156
	Iteration 28Q: 3 clusters Score -5862760 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41539 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -5862786.500000 Penalty: 5333.285156
	Iteration 29Q: 3 clusters Score -5862786 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41703 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -5862808.000000 Penalty: 5333.285156
	Iteration 30Q: 3 clusters Score -5862808 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41856 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -5862839.500000 Penalty: 5333.285156
	Iteration 31Q: 3 clusters Score -5862840 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42000 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -5862868.500000 Penalty: 5333.285156
	Iteration 32Q: 3 clusters Score -5862868 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42146 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -5862894.000000 Penalty: 5333.285156
	Iteration 33Q: 3 clusters Score -5862894 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42273 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -5862923.500000 Penalty: 5333.285156
	Iteration 34Q: 3 clusters Score -5862924 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42425 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -5862950.500000 Penalty: 5333.285156
	Iteration 35Q: 3 clusters Score -5862950 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42561 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -5862995.000000 Penalty: 5333.285156
	Iteration 36Q: 3 clusters Score -5862995 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42692 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -5863020.000000 Penalty: 5333.285156
	Iteration 37Q: 3 clusters Score -5863020 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42806 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -5863050.000000 Penalty: 5333.285156
	Iteration 38Q: 3 clusters Score -5863050 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42907 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -5863085.000000 Penalty: 5333.285156
	Iteration 39Q: 3 clusters Score -5863085 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43009 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -5863107.000000 Penalty: 5333.285156
	Iteration 40F: 3 clusters Score -5863107 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -5863137.000000 Penalty: 5333.285156
	Iteration 41Q: 3 clusters Score -5863137 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43193 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -5863155.500000 Penalty: 5333.285156
	Iteration 42Q: 3 clusters Score -5863156 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43277 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -5863184.500000 Penalty: 5333.285156
	Iteration 43Q: 3 clusters Score -5863184 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43367 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -5863204.000000 Penalty: 5333.285156
	Iteration 44Q: 3 clusters Score -5863204 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43454 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -5863236.000000 Penalty: 5333.285156
	Iteration 45Q: 3 clusters Score -5863236 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43533 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -5863248.500000 Penalty: 5333.285156
	Iteration 46Q: 3 clusters Score -5863248 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43620 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -5863272.000000 Penalty: 5333.285156
	Iteration 47Q: 3 clusters Score -5863272 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43692 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -5863286.500000 Penalty: 5333.285156
	Iteration 48Q: 3 clusters Score -5863286 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43745 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -5863304.500000 Penalty: 5333.285156
	Iteration 49Q: 3 clusters Score -5863304 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43784 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -5863306.000000 Penalty: 5333.285156
	Iteration 50Q: 3 clusters Score -5863306 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43813 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -5863312.000000 Penalty: 5333.285156
	Iteration 51Q: 3 clusters Score -5863312 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43838 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -5863313.500000 Penalty: 5333.285156
	Iteration 52Q: 3 clusters Score -5863314 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43863 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -5863310.500000 Penalty: 5333.285156
	Iteration 53Q: 3 clusters Score -5863310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -5863315.500000 Penalty: 5333.285156
	Iteration 54Q: 3 clusters Score -5863316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43899 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -5863328.000000 Penalty: 5333.285156
	Iteration 55Q: 3 clusters Score -5863328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43914 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -5863332.000000 Penalty: 5333.285156
	Iteration 56Q: 3 clusters Score -5863332 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43928 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -5863328.500000 Penalty: 5333.285156
	Iteration 57Q: 3 clusters Score -5863328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43934 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -5863335.000000 Penalty: 5333.285156
	Iteration 58Q: 3 clusters Score -5863335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43944 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -5863331.500000 Penalty: 5333.285156
	Iteration 59Q: 3 clusters Score -5863332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43959 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -5863339.000000 Penalty: 5333.285156
	Iteration 60F: 3 clusters Score -5863339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43967 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -5863342.000000 Penalty: 5333.285156
	Iteration 61Q: 3 clusters Score -5863342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43974 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -5863343.000000 Penalty: 5333.285156
	Iteration 62Q: 3 clusters Score -5863343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -5863348.000000 Penalty: 5333.285156
	Iteration 63Q: 3 clusters Score -5863348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -5863343.500000 Penalty: 5333.285156
	Iteration 64Q: 3 clusters Score -5863344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -5863347.000000 Penalty: 5333.285156
	Iteration 65Q: 3 clusters Score -5863347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43981 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -5863347.000000 Penalty: 5333.285156
	Iteration 66F: 3 clusters Score -5863347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (14205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Entering Unmasked Estep 
Score: -1734779.125000 Penalty: 2371.214600
	Iteration 0F: 2 clusters Score -1734779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1724417.625000 Penalty: 4742.429199
	Iteration 0F: 3 clusters Score -1724418 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1727653.000000 Penalty: 4742.429199
	Iteration 1F: 3 clusters Score -1727653 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1728082.375000 Penalty: 4742.429199
	Iteration 2F: 3 clusters Score -1728082 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1728642.625000 Penalty: 4742.429199
	Iteration 3F: 3 clusters Score -1728643 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1729340.125000 Penalty: 4742.429199
	Iteration 4F: 3 clusters Score -1729340 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1729897.375000 Penalty: 4742.429199
	Iteration 5F: 3 clusters Score -1729897 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1730404.750000 Penalty: 4742.429199
	Iteration 6F: 3 clusters Score -1730405 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1730913.250000 Penalty: 4742.429199
	Iteration 7F: 3 clusters Score -1730913 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1731489.000000 Penalty: 4742.429199
	Iteration 8F: 3 clusters Score -1731489 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -1732116.875000 Penalty: 4742.429199
	Iteration 9Q: 3 clusters Score -1732117 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -1732728.375000 Penalty: 4742.429199
	Iteration 10Q: 3 clusters Score -1732728 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1733181.875000 Penalty: 4742.429199
	Iteration 11Q: 3 clusters Score -1733182 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -1733494.750000 Penalty: 4742.429199
	Iteration 12Q: 3 clusters Score -1733495 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -1733723.000000 Penalty: 4742.429199
	Iteration 13Q: 3 clusters Score -1733723 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -1733872.250000 Penalty: 4742.429199
	Iteration 14Q: 3 clusters Score -1733872 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1733987.375000 Penalty: 4742.429199
	Iteration 15Q: 3 clusters Score -1733987 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -1734076.750000 Penalty: 4742.429199
	Iteration 16Q: 3 clusters Score -1734077 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -1734152.375000 Penalty: 4742.429199
	Iteration 17Q: 3 clusters Score -1734152 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 13109 members 
Entering Unmasked Estep 
Score: -1734196.625000 Penalty: 4742.429199
	Iteration 18Q: 3 clusters Score -1734197 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -1734238.875000 Penalty: 4742.429199
	Iteration 19Q: 3 clusters Score -1734239 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -1734274.500000 Penalty: 4742.429199
	Iteration 20F: 3 clusters Score -1734274 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -1734310.375000 Penalty: 4742.429199
	Iteration 21Q: 3 clusters Score -1734310 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -1734326.375000 Penalty: 4742.429199
	Iteration 22Q: 3 clusters Score -1734326 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -1734365.000000 Penalty: 4742.429199
	Iteration 23Q: 3 clusters Score -1734365 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -1734402.125000 Penalty: 4742.429199
	Iteration 24Q: 3 clusters Score -1734402 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -1734432.875000 Penalty: 4742.429199
	Iteration 25Q: 3 clusters Score -1734433 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -1734460.750000 Penalty: 4742.429199
	Iteration 26Q: 3 clusters Score -1734461 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -1734473.875000 Penalty: 4742.429199
	Iteration 27Q: 3 clusters Score -1734474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -1734485.000000 Penalty: 4742.429199
	Iteration 28Q: 3 clusters Score -1734485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1734487.250000 Penalty: 4742.429199
	Iteration 29Q: 3 clusters Score -1734487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -1734488.000000 Penalty: 4742.429199
	Iteration 30Q: 3 clusters Score -1734488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -1734488.625000 Penalty: 4742.429199
	Iteration 31Q: 3 clusters Score -1734489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -1734488.625000 Penalty: 4742.429199
	Iteration 32F: 3 clusters Score -1734489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Entering Unmasked Estep 
Score: -1090869.125000 Penalty: 2270.344971
	Iteration 0F: 2 clusters Score -1090869 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 4759 members 
Entering Unmasked Estep 
Score: -1083628.625000 Penalty: 4540.689941
	Iteration 0F: 3 clusters Score -1083629 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -1086021.375000 Penalty: 4540.689941
	Iteration 1F: 3 clusters Score -1086021 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1086607.625000 Penalty: 4540.689941
	Iteration 2F: 3 clusters Score -1086608 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1087174.875000 Penalty: 4540.689941
	Iteration 3F: 3 clusters Score -1087175 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1088140.625000 Penalty: 4540.689941
	Iteration 4F: 3 clusters Score -1088141 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1089712.750000 Penalty: 4540.689941
	Iteration 5F: 3 clusters Score -1089713 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1091786.125000 Penalty: 4540.689941
	Iteration 6F: 3 clusters Score -1091786 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1093260.125000 Penalty: 4540.689941
	Iteration 7F: 3 clusters Score -1093260 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1093937.500000 Penalty: 4540.689941
	Iteration 8F: 3 clusters Score -1093938 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1094235.125000 Penalty: 4540.689941
	Iteration 9Q: 3 clusters Score -1094235 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1094400.250000 Penalty: 4540.689941
	Iteration 10Q: 3 clusters Score -1094400 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1094478.875000 Penalty: 4540.689941
	Iteration 11Q: 3 clusters Score -1094479 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1094518.625000 Penalty: 4540.689941
	Iteration 12Q: 3 clusters Score -1094519 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1094545.500000 Penalty: 4540.689941
	Iteration 13Q: 3 clusters Score -1094546 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1094558.625000 Penalty: 4540.689941
	Iteration 14Q: 3 clusters Score -1094559 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1094565.500000 Penalty: 4540.689941
	Iteration 15Q: 3 clusters Score -1094566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1094567.500000 Penalty: 4540.689941
	Iteration 16Q: 3 clusters Score -1094568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1094568.875000 Penalty: 4540.689941
	Iteration 17Q: 3 clusters Score -1094569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1094570.125000 Penalty: 4540.689941
	Iteration 18Q: 3 clusters Score -1094570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1094568.750000 Penalty: 4540.689941
	Iteration 19Q: 3 clusters Score -1094569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1094575.750000 Penalty: 4540.689941
	Iteration 20F: 3 clusters Score -1094576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1094577.250000 Penalty: 4540.689941
	Iteration 21Q: 3 clusters Score -1094577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1094575.875000 Penalty: 4540.689941
	Iteration 22Q: 3 clusters Score -1094576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1094575.625000 Penalty: 4540.689941
	Iteration 23Q: 3 clusters Score -1094576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1094577.250000 Penalty: 4540.689941
	Iteration 24Q: 3 clusters Score -1094577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1094577.250000 Penalty: 4540.689941
	Iteration 25F: 3 clusters Score -1094577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 59678 members 
Mstep: Class 3 contains 14018 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3480 members 
Mstep: Class 7 contains 1025 members 
Mstep: Class 8 contains 60798 members 
Mstep: Class 9 contains 38521 members 
Mstep: Class 10 contains 6424 members 
Mstep: Class 11 contains 305548 members 
Mstep: Class 12 contains 34251 members 
Mstep: Class 13 contains 6559 members 
Mstep: Class 14 contains 182396 members 
Mstep: Class 15 contains 46751 members 
Mstep: Class 16 contains 14205 members 
Mstep: Class 17 contains 8505 members 
Mstep: Class 18 contains 14217 members 
Mstep: Class 19 contains 55040 members 
Mstep: Class 20 contains 953 members 
Entering Unmasked Estep 
Score: -104755600.000000 Penalty: 67761.929688
Splitting cluster 17 changes total score from -104747640.000000 to -104755600.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 18 (14217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Entering Unmasked Estep 
Score: -1822008.875000 Penalty: 2371.424072
	Iteration 0F: 2 clusters Score -1822009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1811672.625000 Penalty: 4742.848145
	Iteration 0F: 3 clusters Score -1811673 nChanged 6073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1814906.750000 Penalty: 4742.848145
	Iteration 1F: 3 clusters Score -1814907 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1815242.125000 Penalty: 4742.848145
	Iteration 2F: 3 clusters Score -1815242 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1815479.375000 Penalty: 4742.848145
	Iteration 3Q: 3 clusters Score -1815479 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1815708.250000 Penalty: 4742.848145
	Iteration 4Q: 3 clusters Score -1815708 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1815924.125000 Penalty: 4742.848145
	Iteration 5Q: 3 clusters Score -1815924 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1816100.000000 Penalty: 4742.848145
	Iteration 6Q: 3 clusters Score -1816100 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1816310.375000 Penalty: 4742.848145
	Iteration 7Q: 3 clusters Score -1816310 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1816515.875000 Penalty: 4742.848145
	Iteration 8Q: 3 clusters Score -1816516 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1816771.125000 Penalty: 4742.848145
	Iteration 9Q: 3 clusters Score -1816771 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1817066.625000 Penalty: 4742.848145
	Iteration 10Q: 3 clusters Score -1817067 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1817393.500000 Penalty: 4742.848145
	Iteration 11Q: 3 clusters Score -1817394 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1817737.875000 Penalty: 4742.848145
	Iteration 12Q: 3 clusters Score -1817738 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1818014.000000 Penalty: 4742.848145
	Iteration 13Q: 3 clusters Score -1818014 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1818209.000000 Penalty: 4742.848145
	Iteration 14Q: 3 clusters Score -1818209 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1818357.000000 Penalty: 4742.848145
	Iteration 15Q: 3 clusters Score -1818357 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1818449.625000 Penalty: 4742.848145
	Iteration 16Q: 3 clusters Score -1818450 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1818522.625000 Penalty: 4742.848145
	Iteration 17Q: 3 clusters Score -1818523 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1818556.625000 Penalty: 4742.848145
	Iteration 18Q: 3 clusters Score -1818557 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1818591.250000 Penalty: 4742.848145
	Iteration 19Q: 3 clusters Score -1818591 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1818610.500000 Penalty: 4742.848145
	Iteration 20F: 3 clusters Score -1818610 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1818618.625000 Penalty: 4742.848145
	Iteration 21Q: 3 clusters Score -1818619 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1818641.375000 Penalty: 4742.848145
	Iteration 22Q: 3 clusters Score -1818641 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1818664.125000 Penalty: 4742.848145
	Iteration 23Q: 3 clusters Score -1818664 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1818680.500000 Penalty: 4742.848145
	Iteration 24Q: 3 clusters Score -1818680 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1818707.375000 Penalty: 4742.848145
	Iteration 25Q: 3 clusters Score -1818707 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1818724.250000 Penalty: 4742.848145
	Iteration 26Q: 3 clusters Score -1818724 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1818739.875000 Penalty: 4742.848145
	Iteration 27Q: 3 clusters Score -1818740 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1818759.875000 Penalty: 4742.848145
	Iteration 28Q: 3 clusters Score -1818760 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1818780.000000 Penalty: 4742.848145
	Iteration 29Q: 3 clusters Score -1818780 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1818801.125000 Penalty: 4742.848145
	Iteration 30Q: 3 clusters Score -1818801 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -1818821.125000 Penalty: 4742.848145
	Iteration 31Q: 3 clusters Score -1818821 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1818845.500000 Penalty: 4742.848145
	Iteration 32Q: 3 clusters Score -1818846 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1818862.250000 Penalty: 4742.848145
	Iteration 33Q: 3 clusters Score -1818862 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1818867.250000 Penalty: 4742.848145
	Iteration 34Q: 3 clusters Score -1818867 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -1818875.125000 Penalty: 4742.848145
	Iteration 35Q: 3 clusters Score -1818875 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1818894.125000 Penalty: 4742.848145
	Iteration 36Q: 3 clusters Score -1818894 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1818905.750000 Penalty: 4742.848145
	Iteration 37Q: 3 clusters Score -1818906 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1818913.750000 Penalty: 4742.848145
	Iteration 38Q: 3 clusters Score -1818914 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1818927.875000 Penalty: 4742.848145
	Iteration 39Q: 3 clusters Score -1818928 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -1818952.125000 Penalty: 4742.848145
	Iteration 40F: 3 clusters Score -1818952 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1818961.375000 Penalty: 4742.848145
	Iteration 41Q: 3 clusters Score -1818961 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1818972.375000 Penalty: 4742.848145
	Iteration 42Q: 3 clusters Score -1818972 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1818987.750000 Penalty: 4742.848145
	Iteration 43Q: 3 clusters Score -1818988 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1819003.250000 Penalty: 4742.848145
	Iteration 44Q: 3 clusters Score -1819003 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1819026.250000 Penalty: 4742.848145
	Iteration 45Q: 3 clusters Score -1819026 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1819054.625000 Penalty: 4742.848145
	Iteration 46Q: 3 clusters Score -1819055 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1819083.125000 Penalty: 4742.848145
	Iteration 47Q: 3 clusters Score -1819083 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1819131.125000 Penalty: 4742.848145
	Iteration 48Q: 3 clusters Score -1819131 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1819194.750000 Penalty: 4742.848145
	Iteration 49Q: 3 clusters Score -1819195 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1819271.500000 Penalty: 4742.848145
	Iteration 50Q: 3 clusters Score -1819272 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1819351.125000 Penalty: 4742.848145
	Iteration 51Q: 3 clusters Score -1819351 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1819451.875000 Penalty: 4742.848145
	Iteration 52Q: 3 clusters Score -1819452 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1819562.500000 Penalty: 4742.848145
	Iteration 53Q: 3 clusters Score -1819562 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1819635.375000 Penalty: 4742.848145
	Iteration 54Q: 3 clusters Score -1819635 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1819686.750000 Penalty: 4742.848145
	Iteration 55Q: 3 clusters Score -1819687 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1819730.750000 Penalty: 4742.848145
	Iteration 56Q: 3 clusters Score -1819731 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1819756.625000 Penalty: 4742.848145
	Iteration 57Q: 3 clusters Score -1819757 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -1819797.375000 Penalty: 4742.848145
	Iteration 58Q: 3 clusters Score -1819797 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1819807.625000 Penalty: 4742.848145
	Iteration 59Q: 3 clusters Score -1819808 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1819820.375000 Penalty: 4742.848145
	Iteration 60F: 3 clusters Score -1819820 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1819835.125000 Penalty: 4742.848145
	Iteration 61Q: 3 clusters Score -1819835 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1819837.625000 Penalty: 4742.848145
	Iteration 62Q: 3 clusters Score -1819838 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1819842.250000 Penalty: 4742.848145
	Iteration 63Q: 3 clusters Score -1819842 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1819848.000000 Penalty: 4742.848145
	Iteration 64Q: 3 clusters Score -1819848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1819853.625000 Penalty: 4742.848145
	Iteration 65Q: 3 clusters Score -1819854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1819855.875000 Penalty: 4742.848145
	Iteration 66Q: 3 clusters Score -1819856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1819858.250000 Penalty: 4742.848145
	Iteration 67Q: 3 clusters Score -1819858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1819861.750000 Penalty: 4742.848145
	Iteration 68Q: 3 clusters Score -1819862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1819862.125000 Penalty: 4742.848145
	Iteration 69Q: 3 clusters Score -1819862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1819863.750000 Penalty: 4742.848145
	Iteration 70Q: 3 clusters Score -1819864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1819862.250000 Penalty: 4742.848145
	Iteration 71Q: 3 clusters Score -1819862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1819864.375000 Penalty: 4742.848145
	Iteration 72Q: 3 clusters Score -1819864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1819865.625000 Penalty: 4742.848145
	Iteration 73Q: 3 clusters Score -1819866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1819865.750000 Penalty: 4742.848145
	Iteration 74Q: 3 clusters Score -1819866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1819864.875000 Penalty: 4742.848145
	Iteration 75Q: 3 clusters Score -1819865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1819865.125000 Penalty: 4742.848145
	Iteration 76Q: 3 clusters Score -1819865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1819862.000000 Penalty: 4742.848145
	Iteration 77Q: 3 clusters Score -1819862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1819864.250000 Penalty: 4742.848145
	Iteration 78Q: 3 clusters Score -1819864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1819864.375000 Penalty: 4742.848145
	Iteration 79Q: 3 clusters Score -1819864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1819863.125000 Penalty: 4742.848145
	Iteration 80F: 3 clusters Score -1819863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1819862.625000 Penalty: 4742.848145
	Iteration 81Q: 3 clusters Score -1819863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1819864.875000 Penalty: 4742.848145
	Iteration 82Q: 3 clusters Score -1819865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1819864.875000 Penalty: 4742.848145
	Iteration 83F: 3 clusters Score -1819865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (55040 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55040 members 
Entering Unmasked Estep 
Score: -6956134.000000 Penalty: 2707.122314
	Iteration 0F: 2 clusters Score -6956134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -6919025.500000 Penalty: 5414.244629
	Iteration 0F: 3 clusters Score -6919026 nChanged 25420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 28067 members 
Entering Unmasked Estep 
Score: -6933509.000000 Penalty: 5414.244629
	Iteration 1F: 3 clusters Score -6933509 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -6934468.000000 Penalty: 5414.244629
	Iteration 2Q: 3 clusters Score -6934468 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
Score: -6935595.000000 Penalty: 5414.244629
	Iteration 3Q: 3 clusters Score -6935595 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -6936921.500000 Penalty: 5414.244629
	Iteration 4F: 3 clusters Score -6936922 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -6938360.000000 Penalty: 5414.244629
	Iteration 5F: 3 clusters Score -6938360 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 27308 members 
Entering Unmasked Estep 
Score: -6939804.500000 Penalty: 5414.244629
	Iteration 6F: 3 clusters Score -6939804 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -6941183 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -6942483.000000 Penalty: 5414.244629
	Iteration 8F: 3 clusters Score -6942483 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31985 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -6943704.500000 Penalty: 5414.244629
	Iteration 9Q: 3 clusters Score -6943704 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33647 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -6944686.500000 Penalty: 5414.244629
	Iteration 10Q: 3 clusters Score -6944686 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35320 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -6945595.500000 Penalty: 5414.244629
	Iteration 11Q: 3 clusters Score -6945596 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36941 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -6946401.000000 Penalty: 5414.244629
	Iteration 12Q: 3 clusters Score -6946401 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38519 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -6947215.000000 Penalty: 5414.244629
	Iteration 13Q: 3 clusters Score -6947215 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -6947920.000000 Penalty: 5414.244629
	Iteration 14Q: 3 clusters Score -6947920 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41531 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -6948570.500000 Penalty: 5414.244629
	Iteration 15Q: 3 clusters Score -6948570 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42949 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -6949279.500000 Penalty: 5414.244629
	Iteration 16Q: 3 clusters Score -6949280 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44339 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6950006 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45614 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -6950651.000000 Penalty: 5414.244629
	Iteration 18Q: 3 clusters Score -6950651 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46815 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6951296 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47939 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -6951960.000000 Penalty: 5414.244629
	Iteration 20F: 3 clusters Score -6951960 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48949 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -6952579.500000 Penalty: 5414.244629
	Iteration 21Q: 3 clusters Score -6952580 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49802 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -6953104.000000 Penalty: 5414.244629
	Iteration 22Q: 3 clusters Score -6953104 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50545 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -6953587.500000 Penalty: 5414.244629
	Iteration 23Q: 3 clusters Score -6953588 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51101 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -6953953.500000 Penalty: 5414.244629
	Iteration 24Q: 3 clusters Score -6953954 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51537 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -6954171.500000 Penalty: 5414.244629
	Iteration 25Q: 3 clusters Score -6954172 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51856 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -6954269.000000 Penalty: 5414.244629
	Iteration 26Q: 3 clusters Score -6954269 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52112 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -6954393.500000 Penalty: 5414.244629
	Iteration 27Q: 3 clusters Score -6954394 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52306 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6954452 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52478 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -6954523 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52603 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6954568 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52711 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -6954618.000000 Penalty: 5414.244629
	Iteration 31Q: 3 clusters Score -6954618 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52809 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -6954653.500000 Penalty: 5414.244629
	Iteration 32Q: 3 clusters Score -6954654 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52883 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6954664 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52945 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6954680 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52999 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6954694 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53036 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6954696 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53066 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6954696 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53096 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6954694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53114 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6954700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53129 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -6954700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53149 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6954694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53165 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -6954705.000000 Penalty: 5414.244629
	Iteration 42Q: 3 clusters Score -6954705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53175 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6954706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53185 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6954714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53194 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6954706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53201 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -6954718.500000 Penalty: 5414.244629
	Iteration 46Q: 3 clusters Score -6954718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53212 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6954714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53220 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6954714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53223 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -6954709.500000 Penalty: 5414.244629
	Iteration 49Q: 3 clusters Score -6954710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53224 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -6954711.500000 Penalty: 5414.244629
	Iteration 50Q: 3 clusters Score -6954712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53225 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6954711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53227 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6954714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53227 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
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	Iteration 53F: 3 clusters Score -6954714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 59678 members 
Mstep: Class 3 contains 14018 members 
Mstep: Class 4 contains 2352 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 8 contains 60798 members 
Mstep: Class 9 contains 38521 members 
Mstep: Class 11 contains 305548 members 
Mstep: Class 12 contains 34251 members 
Mstep: Class 13 contains 6559 members 
Mstep: Class 14 contains 182396 members 
Mstep: Class 15 contains 46751 members 
Mstep: Class 16 contains 14205 members 
Mstep: Class 17 contains 8505 members 
Mstep: Class 18 contains 14217 members 
Mstep: Class 19 contains 55040 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 21 clusters Score -1.047578e+08 nChanged 10626
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 60252 members 
Mstep: Class 3 contains 13994 members 
Mstep: Class 4 contains 2697 members 
Mstep: Class 5 contains 1325 members 
Mstep: Class 6 contains 3469 members 
Mstep: Class 7 contains 937 members 
Mstep: Class 8 contains 60554 members 
Mstep: Class 9 contains 39253 members 
Mstep: Class 10 contains 6418 members 
Mstep: Class 11 contains 304415 members 
Mstep: Class 12 contains 34252 members 
Mstep: Class 13 contains 6491 members 
Mstep: Class 14 contains 183292 members 
Mstep: Class 15 contains 45870 members 
Mstep: Class 16 contains 13785 members 
Mstep: Class 17 contains 9061 members 
Mstep: Class 18 contains 13816 members 
Mstep: Class 19 contains 55214 members 
Mstep: Class 20 contains 950 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 21 clusters Score -1.047607e+08 nChanged 8284
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 60311 members 
Mstep: Class 3 contains 13990 members 
Mstep: Class 4 contains 2937 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3524 members 
Mstep: Class 7 contains 1176 members 
Mstep: Class 8 contains 60318 members 
Mstep: Class 9 contains 39553 members 
Mstep: Class 10 contains 6456 members 
Mstep: Class 11 contains 303847 members 
Mstep: Class 12 contains 34280 members 
Mstep: Class 13 contains 6407 members 
Mstep: Class 14 contains 184285 members 
Mstep: Class 15 contains 45061 members 
Mstep: Class 16 contains 13622 members 
Mstep: Class 17 contains 9285 members 
Mstep: Class 18 contains 13487 members 
Mstep: Class 19 contains 55221 members 
Mstep: Class 20 contains 979 members 
Entering Unmasked Estep 
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Iteration 41Q: 21 clusters Score -1.04762e+08 nChanged 6847
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 60328 members 
Mstep: Class 3 contains 13988 members 
Mstep: Class 4 contains 3103 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3578 members 
Mstep: Class 7 contains 1330 members 
Mstep: Class 8 contains 60078 members 
Mstep: Class 9 contains 39727 members 
Mstep: Class 10 contains 6486 members 
Mstep: Class 11 contains 303719 members 
Mstep: Class 12 contains 34312 members 
Mstep: Class 13 contains 6341 members 
Mstep: Class 14 contains 184912 members 
Mstep: Class 15 contains 44376 members 
Mstep: Class 16 contains 13474 members 
Mstep: Class 17 contains 9495 members 
Mstep: Class 18 contains 13155 members 
Mstep: Class 19 contains 55375 members 
Mstep: Class 20 contains 962 members 
Entering Unmasked Estep 
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Iteration 42Q: 21 clusters Score -1.047621e+08 nChanged 6035
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 60371 members 
Mstep: Class 3 contains 14020 members 
Mstep: Class 4 contains 3242 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3629 members 
Mstep: Class 7 contains 1450 members 
Mstep: Class 8 contains 59870 members 
Mstep: Class 9 contains 39857 members 
Mstep: Class 10 contains 6512 members 
Mstep: Class 11 contains 303753 members 
Mstep: Class 12 contains 34356 members 
Mstep: Class 13 contains 6277 members 
Mstep: Class 14 contains 185220 members 
Mstep: Class 15 contains 43763 members 
Mstep: Class 16 contains 13366 members 
Mstep: Class 17 contains 9658 members 
Mstep: Class 18 contains 12837 members 
Mstep: Class 19 contains 55610 members 
Mstep: Class 20 contains 948 members 
Entering Unmasked Estep 
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Iteration 43Q: 21 clusters Score -1.047624e+08 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 60365 members 
Mstep: Class 3 contains 14029 members 
Mstep: Class 4 contains 3341 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3688 members 
Mstep: Class 7 contains 1548 members 
Mstep: Class 8 contains 59722 members 
Mstep: Class 9 contains 39958 members 
Mstep: Class 10 contains 6529 members 
Mstep: Class 11 contains 304093 members 
Mstep: Class 12 contains 34404 members 
Mstep: Class 13 contains 6206 members 
Mstep: Class 14 contains 185258 members 
Mstep: Class 15 contains 43205 members 
Mstep: Class 16 contains 13281 members 
Mstep: Class 17 contains 9764 members 
Mstep: Class 18 contains 12524 members 
Mstep: Class 19 contains 55883 members 
Mstep: Class 20 contains 940 members 
Entering Unmasked Estep 
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Iteration 44Q: 21 clusters Score -1.047627e+08 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 60396 members 
Mstep: Class 3 contains 14047 members 
Mstep: Class 4 contains 3409 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3730 members 
Mstep: Class 7 contains 1637 members 
Mstep: Class 8 contains 59576 members 
Mstep: Class 9 contains 39989 members 
Mstep: Class 10 contains 6549 members 
Mstep: Class 11 contains 304498 members 
Mstep: Class 12 contains 34464 members 
Mstep: Class 13 contains 6141 members 
Mstep: Class 14 contains 185339 members 
Mstep: Class 15 contains 42627 members 
Mstep: Class 16 contains 13202 members 
Mstep: Class 17 contains 9832 members 
Mstep: Class 18 contains 12196 members 
Mstep: Class 19 contains 56170 members 
Mstep: Class 20 contains 936 members 
Entering Unmasked Estep 
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Iteration 45Q: 21 clusters Score -1.047629e+08 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 60425 members 
Mstep: Class 3 contains 14057 members 
Mstep: Class 4 contains 3457 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3767 members 
Mstep: Class 7 contains 1708 members 
Mstep: Class 8 contains 59410 members 
Mstep: Class 9 contains 40002 members 
Mstep: Class 10 contains 6563 members 
Mstep: Class 11 contains 304987 members 
Mstep: Class 12 contains 34503 members 
Mstep: Class 13 contains 6087 members 
Mstep: Class 14 contains 185340 members 
Mstep: Class 15 contains 42085 members 
Mstep: Class 16 contains 13143 members 
Mstep: Class 17 contains 9881 members 
Mstep: Class 18 contains 11918 members 
Mstep: Class 19 contains 56470 members 
Mstep: Class 20 contains 935 members 
Entering Unmasked Estep 
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Iteration 46Q: 21 clusters Score -1.047634e+08 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 60432 members 
Mstep: Class 3 contains 14055 members 
Mstep: Class 4 contains 3485 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3805 members 
Mstep: Class 7 contains 1750 members 
Mstep: Class 8 contains 59263 members 
Mstep: Class 9 contains 40038 members 
Mstep: Class 10 contains 6574 members 
Mstep: Class 11 contains 305594 members 
Mstep: Class 12 contains 34534 members 
Mstep: Class 13 contains 6026 members 
Mstep: Class 14 contains 185211 members 
Mstep: Class 15 contains 41568 members 
Mstep: Class 16 contains 13075 members 
Mstep: Class 17 contains 9930 members 
Mstep: Class 18 contains 11652 members 
Mstep: Class 19 contains 56813 members 
Mstep: Class 20 contains 933 members 
Entering Unmasked Estep 
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Iteration 47Q: 21 clusters Score -1.047635e+08 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 60463 members 
Mstep: Class 3 contains 14061 members 
Mstep: Class 4 contains 3512 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3837 members 
Mstep: Class 7 contains 1793 members 
Mstep: Class 8 contains 59089 members 
Mstep: Class 9 contains 40065 members 
Mstep: Class 10 contains 6584 members 
Mstep: Class 11 contains 306097 members 
Mstep: Class 12 contains 34538 members 
Mstep: Class 13 contains 5978 members 
Mstep: Class 14 contains 185204 members 
Mstep: Class 15 contains 41053 members 
Mstep: Class 16 contains 13018 members 
Mstep: Class 17 contains 9972 members 
Mstep: Class 18 contains 11398 members 
Mstep: Class 19 contains 57145 members 
Mstep: Class 20 contains 931 members 
Entering Unmasked Estep 
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Iteration 48Q: 21 clusters Score -1.047628e+08 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 60507 members 
Mstep: Class 3 contains 14064 members 
Mstep: Class 4 contains 3528 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3862 members 
Mstep: Class 7 contains 1828 members 
Mstep: Class 8 contains 58923 members 
Mstep: Class 9 contains 40101 members 
Mstep: Class 10 contains 6597 members 
Mstep: Class 11 contains 306618 members 
Mstep: Class 12 contains 34527 members 
Mstep: Class 13 contains 5934 members 
Mstep: Class 14 contains 185186 members 
Mstep: Class 15 contains 40530 members 
Mstep: Class 16 contains 12958 members 
Mstep: Class 17 contains 10013 members 
Mstep: Class 18 contains 11157 members 
Mstep: Class 19 contains 57474 members 
Mstep: Class 20 contains 931 members 
Entering Unmasked Estep 
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Iteration 49Q: 21 clusters Score -1.04763e+08 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 60589 members 
Mstep: Class 3 contains 14079 members 
Mstep: Class 4 contains 3543 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3880 members 
Mstep: Class 7 contains 1845 members 
Mstep: Class 8 contains 58750 members 
Mstep: Class 9 contains 40129 members 
Mstep: Class 10 contains 6607 members 
Mstep: Class 11 contains 307178 members 
Mstep: Class 12 contains 34504 members 
Mstep: Class 13 contains 5911 members 
Mstep: Class 14 contains 185111 members 
Mstep: Class 15 contains 39983 members 
Mstep: Class 16 contains 12898 members 
Mstep: Class 17 contains 10058 members 
Mstep: Class 18 contains 10919 members 
Mstep: Class 19 contains 57821 members 
Mstep: Class 20 contains 933 members 
Entering Unmasked Estep 
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Iteration 50Q: 21 clusters Score -1.047634e+08 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 60663 members 
Mstep: Class 3 contains 14120 members 
Mstep: Class 4 contains 3567 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3893 members 
Mstep: Class 7 contains 1867 members 
Mstep: Class 8 contains 58618 members 
Mstep: Class 9 contains 40148 members 
Mstep: Class 10 contains 6609 members 
Mstep: Class 11 contains 307556 members 
Mstep: Class 12 contains 34491 members 
Mstep: Class 13 contains 5889 members 
Mstep: Class 14 contains 185128 members 
Mstep: Class 15 contains 39464 members 
Mstep: Class 16 contains 12852 members 
Mstep: Class 17 contains 10096 members 
Mstep: Class 18 contains 10697 members 
Mstep: Class 19 contains 58148 members 
Mstep: Class 20 contains 933 members 
Entering Unmasked Estep 
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Iteration 51Q: 21 clusters Score -1.047631e+08 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 60714 members 
Mstep: Class 3 contains 14143 members 
Mstep: Class 4 contains 3588 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3903 members 
Mstep: Class 7 contains 1881 members 
Mstep: Class 8 contains 58504 members 
Mstep: Class 9 contains 40160 members 
Mstep: Class 10 contains 6610 members 
Mstep: Class 11 contains 307929 members 
Mstep: Class 12 contains 34457 members 
Mstep: Class 13 contains 5872 members 
Mstep: Class 14 contains 185156 members 
Mstep: Class 15 contains 38964 members 
Mstep: Class 16 contains 12812 members 
Mstep: Class 17 contains 10125 members 
Mstep: Class 18 contains 10516 members 
Mstep: Class 19 contains 58471 members 
Mstep: Class 20 contains 934 members 
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Iteration 52Q: 21 clusters Score -1.047632e+08 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 60760 members 
Mstep: Class 3 contains 14160 members 
Mstep: Class 4 contains 3608 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3908 members 
Mstep: Class 7 contains 1901 members 
Mstep: Class 8 contains 58407 members 
Mstep: Class 9 contains 40174 members 
Mstep: Class 10 contains 6612 members 
Mstep: Class 11 contains 308276 members 
Mstep: Class 12 contains 34431 members 
Mstep: Class 13 contains 5846 members 
Mstep: Class 14 contains 185169 members 
Mstep: Class 15 contains 38475 members 
Mstep: Class 16 contains 12772 members 
Mstep: Class 17 contains 10148 members 
Mstep: Class 18 contains 10346 members 
Mstep: Class 19 contains 58812 members 
Mstep: Class 20 contains 934 members 
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Iteration 53Q: 21 clusters Score -1.047633e+08 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 60832 members 
Mstep: Class 3 contains 14172 members 
Mstep: Class 4 contains 3629 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3912 members 
Mstep: Class 7 contains 1926 members 
Mstep: Class 8 contains 58303 members 
Mstep: Class 9 contains 40197 members 
Mstep: Class 10 contains 6613 members 
Mstep: Class 11 contains 308611 members 
Mstep: Class 12 contains 34399 members 
Mstep: Class 13 contains 5811 members 
Mstep: Class 14 contains 185243 members 
Mstep: Class 15 contains 37922 members 
Mstep: Class 16 contains 12742 members 
Mstep: Class 17 contains 10178 members 
Mstep: Class 18 contains 10168 members 
Mstep: Class 19 contains 59147 members 
Mstep: Class 20 contains 934 members 
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Iteration 54Q: 21 clusters Score -1.047637e+08 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 60911 members 
Mstep: Class 3 contains 14174 members 
Mstep: Class 4 contains 3643 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3914 members 
Mstep: Class 7 contains 1934 members 
Mstep: Class 8 contains 58235 members 
Mstep: Class 9 contains 40203 members 
Mstep: Class 10 contains 6617 members 
Mstep: Class 11 contains 308868 members 
Mstep: Class 12 contains 34383 members 
Mstep: Class 13 contains 5777 members 
Mstep: Class 14 contains 185333 members 
Mstep: Class 15 contains 37403 members 
Mstep: Class 16 contains 12715 members 
Mstep: Class 17 contains 10194 members 
Mstep: Class 18 contains 10018 members 
Mstep: Class 19 contains 59482 members 
Mstep: Class 20 contains 935 members 
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Iteration 55Q: 21 clusters Score -1.04764e+08 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 61012 members 
Mstep: Class 3 contains 14167 members 
Mstep: Class 4 contains 3663 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3916 members 
Mstep: Class 7 contains 1934 members 
Mstep: Class 8 contains 58185 members 
Mstep: Class 9 contains 40204 members 
Mstep: Class 10 contains 6619 members 
Mstep: Class 11 contains 309126 members 
Mstep: Class 12 contains 34379 members 
Mstep: Class 13 contains 5730 members 
Mstep: Class 14 contains 185402 members 
Mstep: Class 15 contains 36872 members 
Mstep: Class 16 contains 12690 members 
Mstep: Class 17 contains 10213 members 
Mstep: Class 18 contains 9899 members 
Mstep: Class 19 contains 59794 members 
Mstep: Class 20 contains 934 members 
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Iteration 56Q: 21 clusters Score -1.04764e+08 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 61111 members 
Mstep: Class 3 contains 14158 members 
Mstep: Class 4 contains 3668 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3921 members 
Mstep: Class 7 contains 1936 members 
Mstep: Class 8 contains 58124 members 
Mstep: Class 9 contains 40200 members 
Mstep: Class 10 contains 6619 members 
Mstep: Class 11 contains 309489 members 
Mstep: Class 12 contains 34368 members 
Mstep: Class 13 contains 5689 members 
Mstep: Class 14 contains 185458 members 
Mstep: Class 15 contains 36362 members 
Mstep: Class 16 contains 12664 members 
Mstep: Class 17 contains 10231 members 
Mstep: Class 18 contains 9781 members 
Mstep: Class 19 contains 60028 members 
Mstep: Class 20 contains 932 members 
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Iteration 57Q: 21 clusters Score -1.047635e+08 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 61219 members 
Mstep: Class 3 contains 14164 members 
Mstep: Class 4 contains 3672 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3925 members 
Mstep: Class 7 contains 1945 members 
Mstep: Class 8 contains 58063 members 
Mstep: Class 9 contains 40208 members 
Mstep: Class 10 contains 6619 members 
Mstep: Class 11 contains 309786 members 
Mstep: Class 12 contains 34346 members 
Mstep: Class 13 contains 5652 members 
Mstep: Class 14 contains 185498 members 
Mstep: Class 15 contains 35879 members 
Mstep: Class 16 contains 12642 members 
Mstep: Class 17 contains 10239 members 
Mstep: Class 18 contains 9702 members 
Mstep: Class 19 contains 60248 members 
Mstep: Class 20 contains 932 members 
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Iteration 58Q: 21 clusters Score -1.047629e+08 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 61341 members 
Mstep: Class 3 contains 14148 members 
Mstep: Class 4 contains 3678 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3936 members 
Mstep: Class 7 contains 1956 members 
Mstep: Class 8 contains 58004 members 
Mstep: Class 9 contains 40233 members 
Mstep: Class 10 contains 6620 members 
Mstep: Class 11 contains 309970 members 
Mstep: Class 12 contains 34299 members 
Mstep: Class 13 contains 5623 members 
Mstep: Class 14 contains 185547 members 
Mstep: Class 15 contains 35448 members 
Mstep: Class 16 contains 12615 members 
Mstep: Class 17 contains 10251 members 
Mstep: Class 18 contains 9652 members 
Mstep: Class 19 contains 60486 members 
Mstep: Class 20 contains 932 members 
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Iteration 59Q: 21 clusters Score -1.04763e+08 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 61456 members 
Mstep: Class 3 contains 14137 members 
Mstep: Class 4 contains 3681 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3944 members 
Mstep: Class 7 contains 1962 members 
Mstep: Class 8 contains 57939 members 
Mstep: Class 9 contains 40249 members 
Mstep: Class 10 contains 6619 members 
Mstep: Class 11 contains 310114 members 
Mstep: Class 12 contains 34273 members 
Mstep: Class 13 contains 5595 members 
Mstep: Class 14 contains 185606 members 
Mstep: Class 15 contains 35050 members 
Mstep: Class 16 contains 12606 members 
Mstep: Class 17 contains 10263 members 
Mstep: Class 18 contains 9613 members 
Mstep: Class 19 contains 60701 members 
Mstep: Class 20 contains 931 members 
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Iteration 60F: 21 clusters Score -1.04763e+08 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 61577 members 
Mstep: Class 3 contains 14139 members 
Mstep: Class 4 contains 3686 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3950 members 
Mstep: Class 7 contains 1973 members 
Mstep: Class 8 contains 57879 members 
Mstep: Class 9 contains 40270 members 
Mstep: Class 10 contains 6619 members 
Mstep: Class 11 contains 310328 members 
Mstep: Class 12 contains 34252 members 
Mstep: Class 13 contains 5574 members 
Mstep: Class 14 contains 185542 members 
Mstep: Class 15 contains 34656 members 
Mstep: Class 16 contains 12595 members 
Mstep: Class 17 contains 10280 members 
Mstep: Class 18 contains 9586 members 
Mstep: Class 19 contains 60902 members 
Mstep: Class 20 contains 933 members 
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Iteration 61Q: 21 clusters Score -1.047631e+08 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 61692 members 
Mstep: Class 3 contains 14143 members 
Mstep: Class 4 contains 3690 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3960 members 
Mstep: Class 7 contains 1990 members 
Mstep: Class 8 contains 57831 members 
Mstep: Class 9 contains 40298 members 
Mstep: Class 10 contains 6614 members 
Mstep: Class 11 contains 310532 members 
Mstep: Class 12 contains 34230 members 
Mstep: Class 13 contains 5554 members 
Mstep: Class 14 contains 185470 members 
Mstep: Class 15 contains 34319 members 
Mstep: Class 16 contains 12581 members 
Mstep: Class 17 contains 10290 members 
Mstep: Class 18 contains 9536 members 
Mstep: Class 19 contains 61075 members 
Mstep: Class 20 contains 936 members 
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Iteration 62Q: 21 clusters Score -1.047631e+08 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 61796 members 
Mstep: Class 3 contains 14141 members 
Mstep: Class 4 contains 3689 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3967 members 
Mstep: Class 7 contains 2006 members 
Mstep: Class 8 contains 57778 members 
Mstep: Class 9 contains 40312 members 
Mstep: Class 10 contains 6607 members 
Mstep: Class 11 contains 310714 members 
Mstep: Class 12 contains 34191 members 
Mstep: Class 13 contains 5536 members 
Mstep: Class 14 contains 185422 members 
Mstep: Class 15 contains 34059 members 
Mstep: Class 16 contains 12564 members 
Mstep: Class 17 contains 10307 members 
Mstep: Class 18 contains 9511 members 
Mstep: Class 19 contains 61207 members 
Mstep: Class 20 contains 934 members 
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Iteration 63Q: 21 clusters Score -1.047629e+08 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 61884 members 
Mstep: Class 3 contains 14136 members 
Mstep: Class 4 contains 3687 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3972 members 
Mstep: Class 7 contains 2029 members 
Mstep: Class 8 contains 57724 members 
Mstep: Class 9 contains 40318 members 
Mstep: Class 10 contains 6611 members 
Mstep: Class 11 contains 310810 members 
Mstep: Class 12 contains 34161 members 
Mstep: Class 13 contains 5521 members 
Mstep: Class 14 contains 185461 members 
Mstep: Class 15 contains 33832 members 
Mstep: Class 16 contains 12539 members 
Mstep: Class 17 contains 10338 members 
Mstep: Class 18 contains 9465 members 
Mstep: Class 19 contains 61325 members 
Mstep: Class 20 contains 928 members 
Entering Unmasked Estep 
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Iteration 64Q: 21 clusters Score -1.047631e+08 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 61974 members 
Mstep: Class 3 contains 14134 members 
Mstep: Class 4 contains 3688 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3976 members 
Mstep: Class 7 contains 2055 members 
Mstep: Class 8 contains 57690 members 
Mstep: Class 9 contains 40325 members 
Mstep: Class 10 contains 6614 members 
Mstep: Class 11 contains 310874 members 
Mstep: Class 12 contains 34121 members 
Mstep: Class 13 contains 5501 members 
Mstep: Class 14 contains 185514 members 
Mstep: Class 15 contains 33603 members 
Mstep: Class 16 contains 12515 members 
Mstep: Class 17 contains 10362 members 
Mstep: Class 18 contains 9425 members 
Mstep: Class 19 contains 61447 members 
Mstep: Class 20 contains 923 members 
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Iteration 65Q: 21 clusters Score -1.047626e+08 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 62066 members 
Mstep: Class 3 contains 14132 members 
Mstep: Class 4 contains 3688 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3978 members 
Mstep: Class 7 contains 2071 members 
Mstep: Class 8 contains 57658 members 
Mstep: Class 9 contains 40331 members 
Mstep: Class 10 contains 6614 members 
Mstep: Class 11 contains 310950 members 
Mstep: Class 12 contains 34098 members 
Mstep: Class 13 contains 5487 members 
Mstep: Class 14 contains 185512 members 
Mstep: Class 15 contains 33392 members 
Mstep: Class 16 contains 12486 members 
Mstep: Class 17 contains 10384 members 
Mstep: Class 18 contains 9413 members 
Mstep: Class 19 contains 61561 members 
Mstep: Class 20 contains 920 members 
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Iteration 66Q: 21 clusters Score -1.047622e+08 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 62150 members 
Mstep: Class 3 contains 14124 members 
Mstep: Class 4 contains 3693 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3979 members 
Mstep: Class 7 contains 2086 members 
Mstep: Class 8 contains 57631 members 
Mstep: Class 9 contains 40323 members 
Mstep: Class 10 contains 6618 members 
Mstep: Class 11 contains 311012 members 
Mstep: Class 12 contains 34091 members 
Mstep: Class 13 contains 5474 members 
Mstep: Class 14 contains 185502 members 
Mstep: Class 15 contains 33204 members 
Mstep: Class 16 contains 12474 members 
Mstep: Class 17 contains 10394 members 
Mstep: Class 18 contains 9409 members 
Mstep: Class 19 contains 61657 members 
Mstep: Class 20 contains 920 members 
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Iteration 67Q: 21 clusters Score -1.047619e+08 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 62223 members 
Mstep: Class 3 contains 14115 members 
Mstep: Class 4 contains 3700 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3979 members 
Mstep: Class 7 contains 2099 members 
Mstep: Class 8 contains 57593 members 
Mstep: Class 9 contains 40319 members 
Mstep: Class 10 contains 6622 members 
Mstep: Class 11 contains 311141 members 
Mstep: Class 12 contains 34087 members 
Mstep: Class 13 contains 5463 members 
Mstep: Class 14 contains 185441 members 
Mstep: Class 15 contains 33051 members 
Mstep: Class 16 contains 12464 members 
Mstep: Class 17 contains 10403 members 
Mstep: Class 18 contains 9393 members 
Mstep: Class 19 contains 61728 members 
Mstep: Class 20 contains 920 members 
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Iteration 68Q: 21 clusters Score -1.047619e+08 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 62302 members 
Mstep: Class 3 contains 14113 members 
Mstep: Class 4 contains 3702 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3980 members 
Mstep: Class 7 contains 2103 members 
Mstep: Class 8 contains 57552 members 
Mstep: Class 9 contains 40324 members 
Mstep: Class 10 contains 6627 members 
Mstep: Class 11 contains 311247 members 
Mstep: Class 12 contains 34090 members 
Mstep: Class 13 contains 5453 members 
Mstep: Class 14 contains 185407 members 
Mstep: Class 15 contains 32905 members 
Mstep: Class 16 contains 12460 members 
Mstep: Class 17 contains 10411 members 
Mstep: Class 18 contains 9362 members 
Mstep: Class 19 contains 61783 members 
Mstep: Class 20 contains 920 members 
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Iteration 69Q: 21 clusters Score -1.047618e+08 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 62389 members 
Mstep: Class 3 contains 14115 members 
Mstep: Class 4 contains 3703 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3982 members 
Mstep: Class 7 contains 2106 members 
Mstep: Class 8 contains 57518 members 
Mstep: Class 9 contains 40319 members 
Mstep: Class 10 contains 6627 members 
Mstep: Class 11 contains 311397 members 
Mstep: Class 12 contains 34082 members 
Mstep: Class 13 contains 5439 members 
Mstep: Class 14 contains 185351 members 
Mstep: Class 15 contains 32747 members 
Mstep: Class 16 contains 12454 members 
Mstep: Class 17 contains 10414 members 
Mstep: Class 18 contains 9349 members 
Mstep: Class 19 contains 61829 members 
Mstep: Class 20 contains 920 members 
Entering Unmasked Estep 
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Iteration 70Q: 21 clusters Score -1.047618e+08 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 62471 members 
Mstep: Class 3 contains 14117 members 
Mstep: Class 4 contains 3705 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3983 members 
Mstep: Class 7 contains 2111 members 
Mstep: Class 8 contains 57501 members 
Mstep: Class 9 contains 40319 members 
Mstep: Class 10 contains 6626 members 
Mstep: Class 11 contains 311584 members 
Mstep: Class 12 contains 34065 members 
Mstep: Class 13 contains 5417 members 
Mstep: Class 14 contains 185279 members 
Mstep: Class 15 contains 32595 members 
Mstep: Class 16 contains 12442 members 
Mstep: Class 17 contains 10416 members 
Mstep: Class 18 contains 9324 members 
Mstep: Class 19 contains 61867 members 
Mstep: Class 20 contains 919 members 
Entering Unmasked Estep 
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Iteration 71Q: 21 clusters Score -1.047614e+08 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 62567 members 
Mstep: Class 3 contains 14123 members 
Mstep: Class 4 contains 3704 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3985 members 
Mstep: Class 7 contains 2119 members 
Mstep: Class 8 contains 57478 members 
Mstep: Class 9 contains 40327 members 
Mstep: Class 10 contains 6624 members 
Mstep: Class 11 contains 311696 members 
Mstep: Class 12 contains 34069 members 
Mstep: Class 13 contains 5401 members 
Mstep: Class 14 contains 185207 members 
Mstep: Class 15 contains 32448 members 
Mstep: Class 16 contains 12431 members 
Mstep: Class 17 contains 10421 members 
Mstep: Class 18 contains 9311 members 
Mstep: Class 19 contains 61913 members 
Mstep: Class 20 contains 917 members 
Entering Unmasked Estep 
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Iteration 72Q: 21 clusters Score -1.047614e+08 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 62630 members 
Mstep: Class 3 contains 14129 members 
Mstep: Class 4 contains 3706 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3987 members 
Mstep: Class 7 contains 2127 members 
Mstep: Class 8 contains 57469 members 
Mstep: Class 9 contains 40344 members 
Mstep: Class 10 contains 6624 members 
Mstep: Class 11 contains 311803 members 
Mstep: Class 12 contains 34063 members 
Mstep: Class 13 contains 5381 members 
Mstep: Class 14 contains 185124 members 
Mstep: Class 15 contains 32299 members 
Mstep: Class 16 contains 12417 members 
Mstep: Class 17 contains 10423 members 
Mstep: Class 18 contains 9323 members 
Mstep: Class 19 contains 61976 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
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Iteration 73Q: 21 clusters Score -1.04761e+08 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 62690 members 
Mstep: Class 3 contains 14131 members 
Mstep: Class 4 contains 3709 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3989 members 
Mstep: Class 7 contains 2139 members 
Mstep: Class 8 contains 57453 members 
Mstep: Class 9 contains 40342 members 
Mstep: Class 10 contains 6624 members 
Mstep: Class 11 contains 311925 members 
Mstep: Class 12 contains 34042 members 
Mstep: Class 13 contains 5363 members 
Mstep: Class 14 contains 185024 members 
Mstep: Class 15 contains 32172 members 
Mstep: Class 16 contains 12413 members 
Mstep: Class 17 contains 10427 members 
Mstep: Class 18 contains 9346 members 
Mstep: Class 19 contains 62037 members 
Mstep: Class 20 contains 915 members 
Entering Unmasked Estep 
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Iteration 74Q: 21 clusters Score -1.04761e+08 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 62730 members 
Mstep: Class 3 contains 14129 members 
Mstep: Class 4 contains 3714 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3988 members 
Mstep: Class 7 contains 2143 members 
Mstep: Class 8 contains 57436 members 
Mstep: Class 9 contains 40351 members 
Mstep: Class 10 contains 6625 members 
Mstep: Class 11 contains 312054 members 
Mstep: Class 12 contains 34025 members 
Mstep: Class 13 contains 5342 members 
Mstep: Class 14 contains 184929 members 
Mstep: Class 15 contains 32054 members 
Mstep: Class 16 contains 12412 members 
Mstep: Class 17 contains 10423 members 
Mstep: Class 18 contains 9380 members 
Mstep: Class 19 contains 62091 members 
Mstep: Class 20 contains 915 members 
Entering Unmasked Estep 
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Iteration 75Q: 21 clusters Score -1.047607e+08 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 62759 members 
Mstep: Class 3 contains 14132 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3988 members 
Mstep: Class 7 contains 2145 members 
Mstep: Class 8 contains 57414 members 
Mstep: Class 9 contains 40362 members 
Mstep: Class 10 contains 6627 members 
Mstep: Class 11 contains 312118 members 
Mstep: Class 12 contains 34020 members 
Mstep: Class 13 contains 5326 members 
Mstep: Class 14 contains 184885 members 
Mstep: Class 15 contains 31970 members 
Mstep: Class 16 contains 12411 members 
Mstep: Class 17 contains 10421 members 
Mstep: Class 18 contains 9406 members 
Mstep: Class 19 contains 62127 members 
Mstep: Class 20 contains 914 members 
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Iteration 76Q: 21 clusters Score -1.047606e+08 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 62805 members 
Mstep: Class 3 contains 14134 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3988 members 
Mstep: Class 7 contains 2146 members 
Mstep: Class 8 contains 57408 members 
Mstep: Class 9 contains 40364 members 
Mstep: Class 10 contains 6630 members 
Mstep: Class 11 contains 312178 members 
Mstep: Class 12 contains 34017 members 
Mstep: Class 13 contains 5308 members 
Mstep: Class 14 contains 184821 members 
Mstep: Class 15 contains 31886 members 
Mstep: Class 16 contains 12410 members 
Mstep: Class 17 contains 10419 members 
Mstep: Class 18 contains 9422 members 
Mstep: Class 19 contains 62175 members 
Mstep: Class 20 contains 914 members 
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Iteration 77Q: 21 clusters Score -1.047605e+08 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 62855 members 
Mstep: Class 3 contains 14143 members 
Mstep: Class 4 contains 3720 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3988 members 
Mstep: Class 7 contains 2150 members 
Mstep: Class 8 contains 57392 members 
Mstep: Class 9 contains 40363 members 
Mstep: Class 10 contains 6631 members 
Mstep: Class 11 contains 312253 members 
Mstep: Class 12 contains 34014 members 
Mstep: Class 13 contains 5300 members 
Mstep: Class 14 contains 184724 members 
Mstep: Class 15 contains 31824 members 
Mstep: Class 16 contains 12411 members 
Mstep: Class 17 contains 10417 members 
Mstep: Class 18 contains 9438 members 
Mstep: Class 19 contains 62204 members 
Mstep: Class 20 contains 914 members 
Entering Unmasked Estep 
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Iteration 78Q: 21 clusters Score -1.047604e+08 nChanged 961
Entering ConstructFrom: 
Score: -104760432.000000 Penalty: 67761.929688
Entering ConstructFrom: 
Trying to split cluster 1 (1339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Entering Unmasked Estep 
Score: -153111.625000 Penalty: 1785.520264
	Iteration 0F: 2 clusters Score -153111.6 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 687 members 
Entering Unmasked Estep 
Score: -150987.984375 Penalty: 3571.040527
	Iteration 0F: 3 clusters Score -150988 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -151579.093750 Penalty: 3571.040527
	Iteration 1F: 3 clusters Score -151579.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -151857.468750 Penalty: 3571.040527
	Iteration 2F: 3 clusters Score -151857.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -152036.328125 Penalty: 3571.040527
	Iteration 3F: 3 clusters Score -152036.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -152136.031250 Penalty: 3571.040527
	Iteration 4Q: 3 clusters Score -152136 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -152174.828125 Penalty: 3571.040527
	Iteration 5Q: 3 clusters Score -152174.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -152197.328125 Penalty: 3571.040527
	Iteration 6Q: 3 clusters Score -152197.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -152207.984375 Penalty: 3571.040527
	Iteration 7Q: 3 clusters Score -152208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -152217.015625 Penalty: 3571.040527
	Iteration 8Q: 3 clusters Score -152217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -152224.000000 Penalty: 3571.040527
	Iteration 9Q: 3 clusters Score -152224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -152228.546875 Penalty: 3571.040527
	Iteration 10Q: 3 clusters Score -152228.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -152231.921875 Penalty: 3571.040527
	Iteration 11Q: 3 clusters Score -152231.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -152234.703125 Penalty: 3571.040527
	Iteration 12Q: 3 clusters Score -152234.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -152236.984375 Penalty: 3571.040527
	Iteration 13Q: 3 clusters Score -152237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -152238.421875 Penalty: 3571.040527
	Iteration 14Q: 3 clusters Score -152238.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -152238.890625 Penalty: 3571.040527
	Iteration 15Q: 3 clusters Score -152238.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -152238.890625 Penalty: 3571.040527
	Iteration 16F: 3 clusters Score -152238.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (62883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62883 members 
Entering Unmasked Estep 
Score: -7927053.500000 Penalty: 2740.159668
	Iteration 0F: 2 clusters Score -7927054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 31598 members 
Entering Unmasked Estep 
Score: -7884841.500000 Penalty: 5480.319336
	Iteration 0F: 3 clusters Score -7884842 nChanged 29244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -7901086.500000 Penalty: 5480.319336
	Iteration 1F: 3 clusters Score -7901086 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -7901651.000000 Penalty: 5480.319336
	Iteration 2Q: 3 clusters Score -7901651 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 33224 members 
Entering Unmasked Estep 
Score: -7902320.000000 Penalty: 5480.319336
	Iteration 3Q: 3 clusters Score -7902320 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -7902945.500000 Penalty: 5480.319336
	Iteration 4Q: 3 clusters Score -7902946 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27071 members 
Mstep: Class 2 contains 35812 members 
Entering Unmasked Estep 
Score: -7903729.000000 Penalty: 5480.319336
	Iteration 5Q: 3 clusters Score -7903729 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
Score: -7904837.500000 Penalty: 5480.319336
	Iteration 6Q: 3 clusters Score -7904838 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 40835 members 
Entering Unmasked Estep 
Score: -7906514.000000 Penalty: 5480.319336
	Iteration 7Q: 3 clusters Score -7906514 nChanged 3902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 44669 members 
Entering Unmasked Estep 
Score: -7909197.500000 Penalty: 5480.319336
	Iteration 8F: 3 clusters Score -7909198 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 49190 members 
Entering Unmasked Estep 
Score: -7912902.500000 Penalty: 5480.319336
	Iteration 9F: 3 clusters Score -7912902 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 53827 members 
Entering Unmasked Estep 
Score: -7917055.000000 Penalty: 5480.319336
	Iteration 10F: 3 clusters Score -7917055 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 57517 members 
Entering Unmasked Estep 
Score: -7920430.500000 Penalty: 5480.319336
	Iteration 11F: 3 clusters Score -7920430 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 59867 members 
Entering Unmasked Estep 
Score: -7922473.500000 Penalty: 5480.319336
	Iteration 12Q: 3 clusters Score -7922474 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 61121 members 
Entering Unmasked Estep 
Score: -7923497.500000 Penalty: 5480.319336
	Iteration 13Q: 3 clusters Score -7923498 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 61722 members 
Entering Unmasked Estep 
Score: -7923996.500000 Penalty: 5480.319336
	Iteration 14Q: 3 clusters Score -7923996 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 62051 members 
Entering Unmasked Estep 
Score: -7924262.500000 Penalty: 5480.319336
	Iteration 15Q: 3 clusters Score -7924262 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 62205 members 
Entering Unmasked Estep 
Score: -7924402.000000 Penalty: 5480.319336
	Iteration 16Q: 3 clusters Score -7924402 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 62289 members 
Entering Unmasked Estep 
Score: -7924472.000000 Penalty: 5480.319336
	Iteration 17Q: 3 clusters Score -7924472 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 62335 members 
Entering Unmasked Estep 
Score: -7924542.500000 Penalty: 5480.319336
	Iteration 18Q: 3 clusters Score -7924542 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 62372 members 
Entering Unmasked Estep 
Score: -7924569.500000 Penalty: 5480.319336
	Iteration 19Q: 3 clusters Score -7924570 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 62390 members 
Entering Unmasked Estep 
Score: -7924604.000000 Penalty: 5480.319336
	Iteration 20F: 3 clusters Score -7924604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 62404 members 
Entering Unmasked Estep 
Score: -7924620.500000 Penalty: 5480.319336
	Iteration 21Q: 3 clusters Score -7924620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 62417 members 
Entering Unmasked Estep 
Score: -7924641.500000 Penalty: 5480.319336
	Iteration 22Q: 3 clusters Score -7924642 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 62424 members 
Entering Unmasked Estep 
Score: -7924655.500000 Penalty: 5480.319336
	Iteration 23Q: 3 clusters Score -7924656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 62426 members 
Entering Unmasked Estep 
Score: -7924666.000000 Penalty: 5480.319336
	Iteration 24Q: 3 clusters Score -7924666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 62433 members 
Entering Unmasked Estep 
Score: -7924673.500000 Penalty: 5480.319336
	Iteration 25Q: 3 clusters Score -7924674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 62436 members 
Entering Unmasked Estep 
Score: -7924685.000000 Penalty: 5480.319336
	Iteration 26Q: 3 clusters Score -7924685 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 62436 members 
Entering Unmasked Estep 
Score: -7924692.000000 Penalty: 5480.319336
	Iteration 27Q: 3 clusters Score -7924692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 62439 members 
Entering Unmasked Estep 
Score: -7924696.500000 Penalty: 5480.319336
	Iteration 28Q: 3 clusters Score -7924696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 62445 members 
Entering Unmasked Estep 
Score: -7924697.000000 Penalty: 5480.319336
	Iteration 29Q: 3 clusters Score -7924697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 62448 members 
Entering Unmasked Estep 
Score: -7924704.500000 Penalty: 5480.319336
	Iteration 30Q: 3 clusters Score -7924704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 62451 members 
Entering Unmasked Estep 
Score: -7924707.000000 Penalty: 5480.319336
	Iteration 31Q: 3 clusters Score -7924707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 62456 members 
Entering Unmasked Estep 
Score: -7924713.000000 Penalty: 5480.319336
	Iteration 32Q: 3 clusters Score -7924713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 62461 members 
Entering Unmasked Estep 
Score: -7924725.000000 Penalty: 5480.319336
	Iteration 33Q: 3 clusters Score -7924725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 62462 members 
Entering Unmasked Estep 
Score: -7924725.000000 Penalty: 5480.319336
	Iteration 34Q: 3 clusters Score -7924725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 62464 members 
Entering Unmasked Estep 
Score: -7924731.000000 Penalty: 5480.319336
	Iteration 35Q: 3 clusters Score -7924731 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 62467 members 
Entering Unmasked Estep 
Score: -7924731.000000 Penalty: 5480.319336
	Iteration 36Q: 3 clusters Score -7924731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 62467 members 
Entering Unmasked Estep 
Score: -7924734.000000 Penalty: 5480.319336
	Iteration 37Q: 3 clusters Score -7924734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 62466 members 
Entering Unmasked Estep 
Score: -7924741.500000 Penalty: 5480.319336
	Iteration 38Q: 3 clusters Score -7924742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 62466 members 
Entering Unmasked Estep 
Score: -7924741.500000 Penalty: 5480.319336
	Iteration 39F: 3 clusters Score -7924742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Entering Unmasked Estep 
Score: -1763313.500000 Penalty: 2370.305176
	Iteration 0F: 2 clusters Score -1763314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -1753048.375000 Penalty: 4740.610352
	Iteration 0F: 3 clusters Score -1753048 nChanged 5997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1756391.000000 Penalty: 4740.610352
	Iteration 1F: 3 clusters Score -1756391 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1756829.125000 Penalty: 4740.610352
	Iteration 2F: 3 clusters Score -1756829 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1757235.875000 Penalty: 4740.610352
	Iteration 3F: 3 clusters Score -1757236 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1757654.875000 Penalty: 4740.610352
	Iteration 4F: 3 clusters Score -1757655 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1758211.750000 Penalty: 4740.610352
	Iteration 5F: 3 clusters Score -1758212 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1758924.375000 Penalty: 4740.610352
	Iteration 6F: 3 clusters Score -1758924 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1759717.000000 Penalty: 4740.610352
	Iteration 7F: 3 clusters Score -1759717 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1760471.750000 Penalty: 4740.610352
	Iteration 8F: 3 clusters Score -1760472 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1760991.750000 Penalty: 4740.610352
	Iteration 9Q: 3 clusters Score -1760992 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1761373.000000 Penalty: 4740.610352
	Iteration 10Q: 3 clusters Score -1761373 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -1761748.875000 Penalty: 4740.610352
	Iteration 11Q: 3 clusters Score -1761749 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1762087.375000 Penalty: 4740.610352
	Iteration 12Q: 3 clusters Score -1762087 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1762331.625000 Penalty: 4740.610352
	Iteration 13Q: 3 clusters Score -1762332 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1762473.375000 Penalty: 4740.610352
	Iteration 14Q: 3 clusters Score -1762473 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1762553.500000 Penalty: 4740.610352
	Iteration 15Q: 3 clusters Score -1762554 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1762596.750000 Penalty: 4740.610352
	Iteration 16Q: 3 clusters Score -1762597 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1762632.000000 Penalty: 4740.610352
	Iteration 17Q: 3 clusters Score -1762632 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1762658.000000 Penalty: 4740.610352
	Iteration 18Q: 3 clusters Score -1762658 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1762669.875000 Penalty: 4740.610352
	Iteration 19Q: 3 clusters Score -1762670 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1762684.750000 Penalty: 4740.610352
	Iteration 20F: 3 clusters Score -1762685 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1762690.000000 Penalty: 4740.610352
	Iteration 21Q: 3 clusters Score -1762690 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1762698.125000 Penalty: 4740.610352
	Iteration 22Q: 3 clusters Score -1762698 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1762700.750000 Penalty: 4740.610352
	Iteration 23Q: 3 clusters Score -1762701 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
Score: -1762699.000000 Penalty: 4740.610352
	Iteration 24Q: 3 clusters Score -1762699 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1762696.375000 Penalty: 4740.610352
	Iteration 25Q: 3 clusters Score -1762696 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -1762701.125000 Penalty: 4740.610352
	Iteration 26Q: 3 clusters Score -1762701 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -1762699.625000 Penalty: 4740.610352
	Iteration 27Q: 3 clusters Score -1762700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -1762703.250000 Penalty: 4740.610352
	Iteration 28Q: 3 clusters Score -1762703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1762699.125000 Penalty: 4740.610352
	Iteration 29Q: 3 clusters Score -1762699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1762706.125000 Penalty: 4740.610352
	Iteration 30Q: 3 clusters Score -1762706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1762703.875000 Penalty: 4740.610352
	Iteration 31Q: 3 clusters Score -1762704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -1762705.500000 Penalty: 4740.610352
	Iteration 32Q: 3 clusters Score -1762706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1762703.500000 Penalty: 4740.610352
	Iteration 33Q: 3 clusters Score -1762704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -1762703.500000 Penalty: 4740.610352
	Iteration 34F: 3 clusters Score -1762704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Entering Unmasked Estep 
Score: -439705.968750 Penalty: 2039.060059
	Iteration 0F: 2 clusters Score -439706 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 1862 members 
Entering Unmasked Estep 
Score: -435989.500000 Penalty: 4078.120117
	Iteration 0F: 3 clusters Score -435989.5 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -436796.187500 Penalty: 4078.120117
	Iteration 1F: 3 clusters Score -436796.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -436982.906250 Penalty: 4078.120117
	Iteration 2F: 3 clusters Score -436982.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -437089.937500 Penalty: 4078.120117
	Iteration 3Q: 3 clusters Score -437089.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -437174.593750 Penalty: 4078.120117
	Iteration 4Q: 3 clusters Score -437174.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -437245.625000 Penalty: 4078.120117
	Iteration 5Q: 3 clusters Score -437245.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -437308.343750 Penalty: 4078.120117
	Iteration 6Q: 3 clusters Score -437308.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -437357.187500 Penalty: 4078.120117
	Iteration 7Q: 3 clusters Score -437357.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -437390.500000 Penalty: 4078.120117
	Iteration 8Q: 3 clusters Score -437390.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -437429.781250 Penalty: 4078.120117
	Iteration 9Q: 3 clusters Score -437429.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -437464.906250 Penalty: 4078.120117
	Iteration 10Q: 3 clusters Score -437464.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -437502.656250 Penalty: 4078.120117
	Iteration 11Q: 3 clusters Score -437502.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -437541.968750 Penalty: 4078.120117
	Iteration 12Q: 3 clusters Score -437542 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -437580.062500 Penalty: 4078.120117
	Iteration 13Q: 3 clusters Score -437580.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -437612.125000 Penalty: 4078.120117
	Iteration 14Q: 3 clusters Score -437612.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -437647.531250 Penalty: 4078.120117
	Iteration 15Q: 3 clusters Score -437647.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -437675.500000 Penalty: 4078.120117
	Iteration 16Q: 3 clusters Score -437675.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -437710.343750 Penalty: 4078.120117
	Iteration 17Q: 3 clusters Score -437710.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -437744.500000 Penalty: 4078.120117
	Iteration 18Q: 3 clusters Score -437744.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -437779.531250 Penalty: 4078.120117
	Iteration 19Q: 3 clusters Score -437779.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -437802.687500 Penalty: 4078.120117
	Iteration 20F: 3 clusters Score -437802.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -437835.093750 Penalty: 4078.120117
	Iteration 21Q: 3 clusters Score -437835.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -437862.625000 Penalty: 4078.120117
	Iteration 22Q: 3 clusters Score -437862.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -437888.031250 Penalty: 4078.120117
	Iteration 23Q: 3 clusters Score -437888 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -437904.875000 Penalty: 4078.120117
	Iteration 24Q: 3 clusters Score -437904.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -437917.531250 Penalty: 4078.120117
	Iteration 25Q: 3 clusters Score -437917.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -437928.468750 Penalty: 4078.120117
	Iteration 26Q: 3 clusters Score -437928.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -437944.343750 Penalty: 4078.120117
	Iteration 27Q: 3 clusters Score -437944.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -437961.375000 Penalty: 4078.120117
	Iteration 28Q: 3 clusters Score -437961.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -437980.968750 Penalty: 4078.120117
	Iteration 29Q: 3 clusters Score -437981 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -437999.000000 Penalty: 4078.120117
	Iteration 30Q: 3 clusters Score -437999 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -438024.375000 Penalty: 4078.120117
	Iteration 31Q: 3 clusters Score -438024.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -438053.281250 Penalty: 4078.120117
	Iteration 32Q: 3 clusters Score -438053.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -438096.531250 Penalty: 4078.120117
	Iteration 33Q: 3 clusters Score -438096.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -438132.593750 Penalty: 4078.120117
	Iteration 34Q: 3 clusters Score -438132.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -438168.625000 Penalty: 4078.120117
	Iteration 35Q: 3 clusters Score -438168.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -438199.906250 Penalty: 4078.120117
	Iteration 36Q: 3 clusters Score -438199.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -438223.812500 Penalty: 4078.120117
	Iteration 37Q: 3 clusters Score -438223.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -438249.625000 Penalty: 4078.120117
	Iteration 38Q: 3 clusters Score -438249.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -438268.312500 Penalty: 4078.120117
	Iteration 39Q: 3 clusters Score -438268.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -438279.843750 Penalty: 4078.120117
	Iteration 40F: 3 clusters Score -438279.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -438285.187500 Penalty: 4078.120117
	Iteration 41Q: 3 clusters Score -438285.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -438289.437500 Penalty: 4078.120117
	Iteration 42Q: 3 clusters Score -438289.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -438293.000000 Penalty: 4078.120117
	Iteration 43Q: 3 clusters Score -438293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -438294.218750 Penalty: 4078.120117
	Iteration 44Q: 3 clusters Score -438294.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -438295.625000 Penalty: 4078.120117
	Iteration 45Q: 3 clusters Score -438295.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -438295.937500 Penalty: 4078.120117
	Iteration 46Q: 3 clusters Score -438295.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -438295.937500 Penalty: 4078.120117
	Iteration 47F: 3 clusters Score -438295.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Entering Unmasked Estep 
Score: -154115.625000 Penalty: 1782.726318
	Iteration 0F: 2 clusters Score -154115.6 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 651 members 
Entering Unmasked Estep 
Score: -152006.000000 Penalty: 3565.452637
	Iteration 0F: 3 clusters Score -152006 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -152347.437500 Penalty: 3565.452637
	Iteration 1F: 3 clusters Score -152347.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -152522.890625 Penalty: 3565.452637
	Iteration 2F: 3 clusters Score -152522.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -152622.687500 Penalty: 3565.452637
	Iteration 3F: 3 clusters Score -152622.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -152679.171875 Penalty: 3565.452637
	Iteration 4Q: 3 clusters Score -152679.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -152713.875000 Penalty: 3565.452637
	Iteration 5Q: 3 clusters Score -152713.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -152734.406250 Penalty: 3565.452637
	Iteration 6Q: 3 clusters Score -152734.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -152745.578125 Penalty: 3565.452637
	Iteration 7Q: 3 clusters Score -152745.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -152755.031250 Penalty: 3565.452637
	Iteration 8Q: 3 clusters Score -152755 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -152776.687500 Penalty: 3565.452637
	Iteration 9Q: 3 clusters Score -152776.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -152782.031250 Penalty: 3565.452637
	Iteration 10Q: 3 clusters Score -152782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -152794.375000 Penalty: 3565.452637
	Iteration 11Q: 3 clusters Score -152794.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -152803.171875 Penalty: 3565.452637
	Iteration 12Q: 3 clusters Score -152803.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -152815.109375 Penalty: 3565.452637
	Iteration 13Q: 3 clusters Score -152815.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -152833.390625 Penalty: 3565.452637
	Iteration 14Q: 3 clusters Score -152833.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -152855.734375 Penalty: 3565.452637
	Iteration 15Q: 3 clusters Score -152855.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -152901.859375 Penalty: 3565.452637
	Iteration 16Q: 3 clusters Score -152901.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -152989.812500 Penalty: 3565.452637
	Iteration 17Q: 3 clusters Score -152989.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -153061.031250 Penalty: 3565.452637
	Iteration 18Q: 3 clusters Score -153061 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -153125.796875 Penalty: 3565.452637
	Iteration 19Q: 3 clusters Score -153125.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -153232.875000 Penalty: 3565.452637
	Iteration 20F: 3 clusters Score -153232.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -153294.546875 Penalty: 3565.452637
	Iteration 21Q: 3 clusters Score -153294.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -153313.125000 Penalty: 3565.452637
	Iteration 22Q: 3 clusters Score -153313.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -153324.359375 Penalty: 3565.452637
	Iteration 23Q: 3 clusters Score -153324.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -153331.171875 Penalty: 3565.452637
	Iteration 24Q: 3 clusters Score -153331.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -153343.687500 Penalty: 3565.452637
	Iteration 25Q: 3 clusters Score -153343.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -153357.187500 Penalty: 3565.452637
	Iteration 26Q: 3 clusters Score -153357.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -153380.625000 Penalty: 3565.452637
	Iteration 27Q: 3 clusters Score -153380.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -153400.421875 Penalty: 3565.452637
	Iteration 28Q: 3 clusters Score -153400.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -153424.453125 Penalty: 3565.452637
	Iteration 29Q: 3 clusters Score -153424.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -153442.125000 Penalty: 3565.452637
	Iteration 30Q: 3 clusters Score -153442.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -153456.046875 Penalty: 3565.452637
	Iteration 31Q: 3 clusters Score -153456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -153465.750000 Penalty: 3565.452637
	Iteration 32Q: 3 clusters Score -153465.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -153476.531250 Penalty: 3565.452637
	Iteration 33Q: 3 clusters Score -153476.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -153492.421875 Penalty: 3565.452637
	Iteration 34Q: 3 clusters Score -153492.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -153511.593750 Penalty: 3565.452637
	Iteration 35Q: 3 clusters Score -153511.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -153552.531250 Penalty: 3565.452637
	Iteration 36Q: 3 clusters Score -153552.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -153577.531250 Penalty: 3565.452637
	Iteration 37Q: 3 clusters Score -153577.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -153610.843750 Penalty: 3565.452637
	Iteration 38Q: 3 clusters Score -153610.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -153667.968750 Penalty: 3565.452637
	Iteration 39Q: 3 clusters Score -153668 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -153735.750000 Penalty: 3565.452637
	Iteration 40F: 3 clusters Score -153735.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -153818.265625 Penalty: 3565.452637
	Iteration 41Q: 3 clusters Score -153818.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -153906.343750 Penalty: 3565.452637
	Iteration 42Q: 3 clusters Score -153906.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -153972.921875 Penalty: 3565.452637
	Iteration 43Q: 3 clusters Score -153972.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -154037.296875 Penalty: 3565.452637
	Iteration 44Q: 3 clusters Score -154037.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -154074.453125 Penalty: 3565.452637
	Iteration 45Q: 3 clusters Score -154074.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -154096.031250 Penalty: 3565.452637
	Iteration 46Q: 3 clusters Score -154096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -154112.343750 Penalty: 3565.452637
	Iteration 47Q: 3 clusters Score -154112.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -154120.250000 Penalty: 3565.452637
	Iteration 48Q: 3 clusters Score -154120.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -154121.968750 Penalty: 3565.452637
	Iteration 49Q: 3 clusters Score -154122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -154123.703125 Penalty: 3565.452637
	Iteration 50Q: 3 clusters Score -154123.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -154124.968750 Penalty: 3565.452637
	Iteration 51Q: 3 clusters Score -154125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -154125.796875 Penalty: 3565.452637
	Iteration 52Q: 3 clusters Score -154125.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -154127.281250 Penalty: 3565.452637
	Iteration 53Q: 3 clusters Score -154127.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -154127.281250 Penalty: 3565.452637
	Iteration 54F: 3 clusters Score -154127.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 62883 members 
Mstep: Class 3 contains 14153 members 
Mstep: Class 4 contains 3722 members 
Mstep: Class 5 contains 487 members 
Mstep: Class 6 contains 3988 members 
Mstep: Class 7 contains 2158 members 
Mstep: Class 8 contains 57381 members 
Mstep: Class 9 contains 40367 members 
Mstep: Class 10 contains 6631 members 
Mstep: Class 11 contains 312320 members 
Mstep: Class 12 contains 34015 members 
Mstep: Class 13 contains 5287 members 
Mstep: Class 14 contains 184659 members 
Mstep: Class 15 contains 31767 members 
Mstep: Class 16 contains 12408 members 
Mstep: Class 17 contains 10416 members 
Mstep: Class 18 contains 9438 members 
Mstep: Class 19 contains 62234 members 
Mstep: Class 20 contains 914 members 
Mstep: Class 21 contains 837 members 
Entering Unmasked Estep 
Score: -104759080.000000 Penalty: 71150.023438
Splitting cluster 5 changes total score from -104760432.000000 to -104759080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (3988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Entering Unmasked Estep 
Score: -505031.437500 Penalty: 2056.179199
	Iteration 0F: 2 clusters Score -505031.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -501116.937500 Penalty: 4112.358398
	Iteration 0F: 3 clusters Score -501116.9 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -501990.656250 Penalty: 4112.358398
	Iteration 1F: 3 clusters Score -501990.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -502173.875000 Penalty: 4112.358398
	Iteration 2F: 3 clusters Score -502173.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -502265.968750 Penalty: 4112.358398
	Iteration 3Q: 3 clusters Score -502266 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -502313.000000 Penalty: 4112.358398
	Iteration 4Q: 3 clusters Score -502313 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -502361.406250 Penalty: 4112.358398
	Iteration 5Q: 3 clusters Score -502361.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -502400.906250 Penalty: 4112.358398
	Iteration 6Q: 3 clusters Score -502400.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -502429.687500 Penalty: 4112.358398
	Iteration 7Q: 3 clusters Score -502429.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -502457.906250 Penalty: 4112.358398
	Iteration 8Q: 3 clusters Score -502457.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -502476.843750 Penalty: 4112.358398
	Iteration 9Q: 3 clusters Score -502476.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -502490.625000 Penalty: 4112.358398
	Iteration 10Q: 3 clusters Score -502490.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -502506.031250 Penalty: 4112.358398
	Iteration 11Q: 3 clusters Score -502506 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -502519.843750 Penalty: 4112.358398
	Iteration 12Q: 3 clusters Score -502519.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -502533.500000 Penalty: 4112.358398
	Iteration 13Q: 3 clusters Score -502533.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -502543.406250 Penalty: 4112.358398
	Iteration 14Q: 3 clusters Score -502543.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -502550.593750 Penalty: 4112.358398
	Iteration 15Q: 3 clusters Score -502550.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -502554.812500 Penalty: 4112.358398
	Iteration 16Q: 3 clusters Score -502554.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -502559.656250 Penalty: 4112.358398
	Iteration 17Q: 3 clusters Score -502559.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -502567.687500 Penalty: 4112.358398
	Iteration 18Q: 3 clusters Score -502567.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -502574.437500 Penalty: 4112.358398
	Iteration 19Q: 3 clusters Score -502574.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -502579.281250 Penalty: 4112.358398
	Iteration 20F: 3 clusters Score -502579.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -502586.031250 Penalty: 4112.358398
	Iteration 21Q: 3 clusters Score -502586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -502593.281250 Penalty: 4112.358398
	Iteration 22Q: 3 clusters Score -502593.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -502602.687500 Penalty: 4112.358398
	Iteration 23Q: 3 clusters Score -502602.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -502614.343750 Penalty: 4112.358398
	Iteration 24Q: 3 clusters Score -502614.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -502626.750000 Penalty: 4112.358398
	Iteration 25Q: 3 clusters Score -502626.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -502636.906250 Penalty: 4112.358398
	Iteration 26Q: 3 clusters Score -502636.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -502646.687500 Penalty: 4112.358398
	Iteration 27Q: 3 clusters Score -502646.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -502659.687500 Penalty: 4112.358398
	Iteration 28Q: 3 clusters Score -502659.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -502673.000000 Penalty: 4112.358398
	Iteration 29Q: 3 clusters Score -502673 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -502686.437500 Penalty: 4112.358398
	Iteration 30Q: 3 clusters Score -502686.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -502699.093750 Penalty: 4112.358398
	Iteration 31Q: 3 clusters Score -502699.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -502711.875000 Penalty: 4112.358398
	Iteration 32Q: 3 clusters Score -502711.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -502723.968750 Penalty: 4112.358398
	Iteration 33Q: 3 clusters Score -502724 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -502735.812500 Penalty: 4112.358398
	Iteration 34Q: 3 clusters Score -502735.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -502748.843750 Penalty: 4112.358398
	Iteration 35Q: 3 clusters Score -502748.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -502763.218750 Penalty: 4112.358398
	Iteration 36Q: 3 clusters Score -502763.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -502780.218750 Penalty: 4112.358398
	Iteration 37Q: 3 clusters Score -502780.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -502797.500000 Penalty: 4112.358398
	Iteration 38Q: 3 clusters Score -502797.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -502815.906250 Penalty: 4112.358398
	Iteration 39Q: 3 clusters Score -502815.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -502832.437500 Penalty: 4112.358398
	Iteration 40F: 3 clusters Score -502832.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -502844.718750 Penalty: 4112.358398
	Iteration 41Q: 3 clusters Score -502844.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -502854.531250 Penalty: 4112.358398
	Iteration 42Q: 3 clusters Score -502854.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -502868.500000 Penalty: 4112.358398
	Iteration 43Q: 3 clusters Score -502868.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -502883.156250 Penalty: 4112.358398
	Iteration 44Q: 3 clusters Score -502883.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -502901.875000 Penalty: 4112.358398
	Iteration 45Q: 3 clusters Score -502901.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -502914.218750 Penalty: 4112.358398
	Iteration 46Q: 3 clusters Score -502914.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -502931.000000 Penalty: 4112.358398
	Iteration 47Q: 3 clusters Score -502931 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -502943.250000 Penalty: 4112.358398
	Iteration 48Q: 3 clusters Score -502943.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -502951.781250 Penalty: 4112.358398
	Iteration 49Q: 3 clusters Score -502951.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -502963.093750 Penalty: 4112.358398
	Iteration 50Q: 3 clusters Score -502963.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -502977.812500 Penalty: 4112.358398
	Iteration 51Q: 3 clusters Score -502977.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -502993.531250 Penalty: 4112.358398
	Iteration 52Q: 3 clusters Score -502993.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -503007.031250 Penalty: 4112.358398
	Iteration 53Q: 3 clusters Score -503007 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -503017.781250 Penalty: 4112.358398
	Iteration 54Q: 3 clusters Score -503017.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -503030.000000 Penalty: 4112.358398
	Iteration 55Q: 3 clusters Score -503030 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -503043.843750 Penalty: 4112.358398
	Iteration 56Q: 3 clusters Score -503043.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -503052.656250 Penalty: 4112.358398
	Iteration 57Q: 3 clusters Score -503052.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -503060.000000 Penalty: 4112.358398
	Iteration 58Q: 3 clusters Score -503060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -503066.687500 Penalty: 4112.358398
	Iteration 59Q: 3 clusters Score -503066.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -503075.000000 Penalty: 4112.358398
	Iteration 60F: 3 clusters Score -503075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -503079.750000 Penalty: 4112.358398
	Iteration 61Q: 3 clusters Score -503079.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -503088.562500 Penalty: 4112.358398
	Iteration 62Q: 3 clusters Score -503088.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -503095.968750 Penalty: 4112.358398
	Iteration 63Q: 3 clusters Score -503096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -503104.031250 Penalty: 4112.358398
	Iteration 64Q: 3 clusters Score -503104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -503112.968750 Penalty: 4112.358398
	Iteration 65Q: 3 clusters Score -503113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -503123.281250 Penalty: 4112.358398
	Iteration 66Q: 3 clusters Score -503123.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -503138.906250 Penalty: 4112.358398
	Iteration 67Q: 3 clusters Score -503138.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -503147.468750 Penalty: 4112.358398
	Iteration 68Q: 3 clusters Score -503147.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -503155.562500 Penalty: 4112.358398
	Iteration 69Q: 3 clusters Score -503155.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -503161.062500 Penalty: 4112.358398
	Iteration 70Q: 3 clusters Score -503161.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -503168.312500 Penalty: 4112.358398
	Iteration 71Q: 3 clusters Score -503168.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -503177.375000 Penalty: 4112.358398
	Iteration 72Q: 3 clusters Score -503177.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -503184.281250 Penalty: 4112.358398
	Iteration 73Q: 3 clusters Score -503184.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -503195.156250 Penalty: 4112.358398
	Iteration 74Q: 3 clusters Score -503195.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -503199.156250 Penalty: 4112.358398
	Iteration 75Q: 3 clusters Score -503199.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -503199.937500 Penalty: 4112.358398
	Iteration 76Q: 3 clusters Score -503199.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -503200.250000 Penalty: 4112.358398
	Iteration 77Q: 3 clusters Score -503200.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -503202.531250 Penalty: 4112.358398
	Iteration 78Q: 3 clusters Score -503202.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -503202.906250 Penalty: 4112.358398
	Iteration 79Q: 3 clusters Score -503202.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -503203.000000 Penalty: 4112.358398
	Iteration 80F: 3 clusters Score -503203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Entering Unmasked Estep 
Score: -257062.265625 Penalty: 1903.880371
	Iteration 0F: 2 clusters Score -257062.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -254354.984375 Penalty: 3807.760742
	Iteration 0F: 3 clusters Score -254355 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -254850.328125 Penalty: 3807.760742
	Iteration 1F: 3 clusters Score -254850.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -254979.968750 Penalty: 3807.760742
	Iteration 2F: 3 clusters Score -254980 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -255060.187500 Penalty: 3807.760742
	Iteration 3Q: 3 clusters Score -255060.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -255123.375000 Penalty: 3807.760742
	Iteration 4Q: 3 clusters Score -255123.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -255173.296875 Penalty: 3807.760742
	Iteration 5Q: 3 clusters Score -255173.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -255213.218750 Penalty: 3807.760742
	Iteration 6Q: 3 clusters Score -255213.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -255274.250000 Penalty: 3807.760742
	Iteration 7Q: 3 clusters Score -255274.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -255346.718750 Penalty: 3807.760742
	Iteration 8Q: 3 clusters Score -255346.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -255464.968750 Penalty: 3807.760742
	Iteration 9Q: 3 clusters Score -255465 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -255592.187500 Penalty: 3807.760742
	Iteration 10Q: 3 clusters Score -255592.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -255717.468750 Penalty: 3807.760742
	Iteration 11Q: 3 clusters Score -255717.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -255840.453125 Penalty: 3807.760742
	Iteration 12Q: 3 clusters Score -255840.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -255982.890625 Penalty: 3807.760742
	Iteration 13Q: 3 clusters Score -255982.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -256152.234375 Penalty: 3807.760742
	Iteration 14Q: 3 clusters Score -256152.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -256238.546875 Penalty: 3807.760742
	Iteration 15Q: 3 clusters Score -256238.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -256285.359375 Penalty: 3807.760742
	Iteration 16Q: 3 clusters Score -256285.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -256307.968750 Penalty: 3807.760742
	Iteration 17Q: 3 clusters Score -256308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -256324.281250 Penalty: 3807.760742
	Iteration 18Q: 3 clusters Score -256324.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -256339.343750 Penalty: 3807.760742
	Iteration 19Q: 3 clusters Score -256339.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -256347.859375 Penalty: 3807.760742
	Iteration 20F: 3 clusters Score -256347.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -256360.328125 Penalty: 3807.760742
	Iteration 21Q: 3 clusters Score -256360.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -256371.515625 Penalty: 3807.760742
	Iteration 22Q: 3 clusters Score -256371.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -256379.812500 Penalty: 3807.760742
	Iteration 23Q: 3 clusters Score -256379.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -256389.781250 Penalty: 3807.760742
	Iteration 24Q: 3 clusters Score -256389.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -256400.937500 Penalty: 3807.760742
	Iteration 25Q: 3 clusters Score -256400.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -256411.796875 Penalty: 3807.760742
	Iteration 26Q: 3 clusters Score -256411.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -256417.156250 Penalty: 3807.760742
	Iteration 27Q: 3 clusters Score -256417.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -256426.703125 Penalty: 3807.760742
	Iteration 28Q: 3 clusters Score -256426.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -256435.281250 Penalty: 3807.760742
	Iteration 29Q: 3 clusters Score -256435.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -256443.031250 Penalty: 3807.760742
	Iteration 30Q: 3 clusters Score -256443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -256448.359375 Penalty: 3807.760742
	Iteration 31Q: 3 clusters Score -256448.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -256451.968750 Penalty: 3807.760742
	Iteration 32Q: 3 clusters Score -256452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -256452.609375 Penalty: 3807.760742
	Iteration 33Q: 3 clusters Score -256452.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -256453.328125 Penalty: 3807.760742
	Iteration 34Q: 3 clusters Score -256453.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -256454.625000 Penalty: 3807.760742
	Iteration 35Q: 3 clusters Score -256454.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -256456.078125 Penalty: 3807.760742
	Iteration 36Q: 3 clusters Score -256456.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -256457.703125 Penalty: 3807.760742
	Iteration 37Q: 3 clusters Score -256457.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -256459.640625 Penalty: 3807.760742
	Iteration 38Q: 3 clusters Score -256459.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -256460.609375 Penalty: 3807.760742
	Iteration 39Q: 3 clusters Score -256460.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -256460.609375 Penalty: 3807.760742
	Iteration 40F: 3 clusters Score -256460.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (57381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57381 members 
Entering Unmasked Estep 
Score: -6960099.500000 Penalty: 2717.452148
	Iteration 0F: 2 clusters Score -6960100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28674 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -6921509.500000 Penalty: 5434.904297
	Iteration 0F: 3 clusters Score -6921510 nChanged 26651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28253 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -6936360.500000 Penalty: 5434.904297
	Iteration 1F: 3 clusters Score -6936360 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -6937064.500000 Penalty: 5434.904297
	Iteration 2Q: 3 clusters Score -6937064 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 29801 members 
Entering Unmasked Estep 
Score: -6937869.500000 Penalty: 5434.904297
	Iteration 3Q: 3 clusters Score -6937870 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -6938706.500000 Penalty: 5434.904297
	Iteration 4Q: 3 clusters Score -6938706 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 30919 members 
Entering Unmasked Estep 
Score: -6939672.500000 Penalty: 5434.904297
	Iteration 5Q: 3 clusters Score -6939672 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -6940710.000000 Penalty: 5434.904297
	Iteration 6Q: 3 clusters Score -6940710 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Mstep: Class 2 contains 32586 members 
Entering Unmasked Estep 
Score: -6941962.500000 Penalty: 5434.904297
	Iteration 7Q: 3 clusters Score -6941962 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 33711 members 
Entering Unmasked Estep 
Score: -6943520.000000 Penalty: 5434.904297
	Iteration 8Q: 3 clusters Score -6943520 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22405 members 
Mstep: Class 2 contains 34976 members 
Entering Unmasked Estep 
Score: -6945211.500000 Penalty: 5434.904297
	Iteration 9F: 3 clusters Score -6945212 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 36315 members 
Entering Unmasked Estep 
Score: -6946768.000000 Penalty: 5434.904297
	Iteration 10Q: 3 clusters Score -6946768 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 37753 members 
Entering Unmasked Estep 
Score: -6948090.500000 Penalty: 5434.904297
	Iteration 11Q: 3 clusters Score -6948090 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 39208 members 
Entering Unmasked Estep 
Score: -6949049.500000 Penalty: 5434.904297
	Iteration 12Q: 3 clusters Score -6949050 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 40679 members 
Entering Unmasked Estep 
Score: -6949746.500000 Penalty: 5434.904297
	Iteration 13Q: 3 clusters Score -6949746 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15243 members 
Mstep: Class 2 contains 42138 members 
Entering Unmasked Estep 
Score: -6950394.000000 Penalty: 5434.904297
	Iteration 14Q: 3 clusters Score -6950394 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 43580 members 
Entering Unmasked Estep 
Score: -6951035.500000 Penalty: 5434.904297
	Iteration 15Q: 3 clusters Score -6951036 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 44930 members 
Entering Unmasked Estep 
Score: -6951623.000000 Penalty: 5434.904297
	Iteration 16Q: 3 clusters Score -6951623 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 46258 members 
Entering Unmasked Estep 
Score: -6952234.500000 Penalty: 5434.904297
	Iteration 17Q: 3 clusters Score -6952234 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 47521 members 
Entering Unmasked Estep 
Score: -6952811.000000 Penalty: 5434.904297
	Iteration 18Q: 3 clusters Score -6952811 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 48782 members 
Entering Unmasked Estep 
Score: -6953502.000000 Penalty: 5434.904297
	Iteration 19Q: 3 clusters Score -6953502 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 50014 members 
Entering Unmasked Estep 
Score: -6954248.500000 Penalty: 5434.904297
	Iteration 20F: 3 clusters Score -6954248 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 51144 members 
Entering Unmasked Estep 
Score: -6954914.500000 Penalty: 5434.904297
	Iteration 21Q: 3 clusters Score -6954914 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 52099 members 
Entering Unmasked Estep 
Score: -6955461.500000 Penalty: 5434.904297
	Iteration 22Q: 3 clusters Score -6955462 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 52933 members 
Entering Unmasked Estep 
Score: -6955939.500000 Penalty: 5434.904297
	Iteration 23Q: 3 clusters Score -6955940 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 53629 members 
Entering Unmasked Estep 
Score: -6956342.500000 Penalty: 5434.904297
	Iteration 24Q: 3 clusters Score -6956342 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 54204 members 
Entering Unmasked Estep 
Score: -6956705.000000 Penalty: 5434.904297
	Iteration 25Q: 3 clusters Score -6956705 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 54665 members 
Entering Unmasked Estep 
Score: -6956996.000000 Penalty: 5434.904297
	Iteration 26Q: 3 clusters Score -6956996 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 55003 members 
Entering Unmasked Estep 
Score: -6957164.500000 Penalty: 5434.904297
	Iteration 27Q: 3 clusters Score -6957164 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 55245 members 
Entering Unmasked Estep 
Score: -6957279.000000 Penalty: 5434.904297
	Iteration 28Q: 3 clusters Score -6957279 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 55433 members 
Entering Unmasked Estep 
Score: -6957368.500000 Penalty: 5434.904297
	Iteration 29Q: 3 clusters Score -6957368 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 55580 members 
Entering Unmasked Estep 
Score: -6957443.000000 Penalty: 5434.904297
	Iteration 30Q: 3 clusters Score -6957443 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 55716 members 
Entering Unmasked Estep 
Score: -6957528.500000 Penalty: 5434.904297
	Iteration 31Q: 3 clusters Score -6957528 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 55830 members 
Entering Unmasked Estep 
Score: -6957576.000000 Penalty: 5434.904297
	Iteration 32Q: 3 clusters Score -6957576 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 55939 members 
Entering Unmasked Estep 
Score: -6957651.500000 Penalty: 5434.904297
	Iteration 33Q: 3 clusters Score -6957652 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 56023 members 
Entering Unmasked Estep 
Score: -6957700.000000 Penalty: 5434.904297
	Iteration 34Q: 3 clusters Score -6957700 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 56078 members 
Entering Unmasked Estep 
Score: -6957736.500000 Penalty: 5434.904297
	Iteration 35Q: 3 clusters Score -6957736 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 56122 members 
Entering Unmasked Estep 
Score: -6957750.500000 Penalty: 5434.904297
	Iteration 36Q: 3 clusters Score -6957750 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 56152 members 
Entering Unmasked Estep 
Score: -6957748.000000 Penalty: 5434.904297
	Iteration 37Q: 3 clusters Score -6957748 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 56173 members 
Entering Unmasked Estep 
Score: -6957752.500000 Penalty: 5434.904297
	Iteration 38Q: 3 clusters Score -6957752 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 56200 members 
Entering Unmasked Estep 
Score: -6957774.500000 Penalty: 5434.904297
	Iteration 39Q: 3 clusters Score -6957774 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 56221 members 
Entering Unmasked Estep 
Score: -6957802.000000 Penalty: 5434.904297
	Iteration 40F: 3 clusters Score -6957802 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 56235 members 
Entering Unmasked Estep 
Score: -6957808.000000 Penalty: 5434.904297
	Iteration 41Q: 3 clusters Score -6957808 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 56248 members 
Entering Unmasked Estep 
Score: -6957817.500000 Penalty: 5434.904297
	Iteration 42Q: 3 clusters Score -6957818 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 56262 members 
Entering Unmasked Estep 
Score: -6957820.500000 Penalty: 5434.904297
	Iteration 43Q: 3 clusters Score -6957820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 56274 members 
Entering Unmasked Estep 
Score: -6957841.000000 Penalty: 5434.904297
	Iteration 44Q: 3 clusters Score -6957841 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 56291 members 
Entering Unmasked Estep 
Score: -6957845.500000 Penalty: 5434.904297
	Iteration 45Q: 3 clusters Score -6957846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 56303 members 
Entering Unmasked Estep 
Score: -6957861.500000 Penalty: 5434.904297
	Iteration 46Q: 3 clusters Score -6957862 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 56324 members 
Entering Unmasked Estep 
Score: -6957860.000000 Penalty: 5434.904297
	Iteration 47Q: 3 clusters Score -6957860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 56338 members 
Entering Unmasked Estep 
Score: -6957862.500000 Penalty: 5434.904297
	Iteration 48Q: 3 clusters Score -6957862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 56348 members 
Entering Unmasked Estep 
Score: -6957869.000000 Penalty: 5434.904297
	Iteration 49Q: 3 clusters Score -6957869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 56352 members 
Entering Unmasked Estep 
Score: -6957865.000000 Penalty: 5434.904297
	Iteration 50Q: 3 clusters Score -6957865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 56362 members 
Entering Unmasked Estep 
Score: -6957877.500000 Penalty: 5434.904297
	Iteration 51Q: 3 clusters Score -6957878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 56369 members 
Entering Unmasked Estep 
Score: -6957871.500000 Penalty: 5434.904297
	Iteration 52Q: 3 clusters Score -6957872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 56374 members 
Entering Unmasked Estep 
Score: -6957874.000000 Penalty: 5434.904297
	Iteration 53Q: 3 clusters Score -6957874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 56379 members 
Entering Unmasked Estep 
Score: -6957875.000000 Penalty: 5434.904297
	Iteration 54Q: 3 clusters Score -6957875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 56387 members 
Entering Unmasked Estep 
Score: -6957872.000000 Penalty: 5434.904297
	Iteration 55Q: 3 clusters Score -6957872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 56393 members 
Entering Unmasked Estep 
Score: -6957875.000000 Penalty: 5434.904297
	Iteration 56Q: 3 clusters Score -6957875 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 56395 members 
Entering Unmasked Estep 
Score: -6957877.500000 Penalty: 5434.904297
	Iteration 57Q: 3 clusters Score -6957878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 56397 members 
Entering Unmasked Estep 
Score: -6957876.500000 Penalty: 5434.904297
	Iteration 58Q: 3 clusters Score -6957876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 56399 members 
Entering Unmasked Estep 
Score: -6957872.500000 Penalty: 5434.904297
	Iteration 59Q: 3 clusters Score -6957872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 56402 members 
Entering Unmasked Estep 
Score: -6957873.000000 Penalty: 5434.904297
	Iteration 60F: 3 clusters Score -6957873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 56406 members 
Entering Unmasked Estep 
Score: -6957880.000000 Penalty: 5434.904297
	Iteration 61Q: 3 clusters Score -6957880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 56409 members 
Entering Unmasked Estep 
Score: -6957872.500000 Penalty: 5434.904297
	Iteration 62Q: 3 clusters Score -6957872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 56414 members 
Entering Unmasked Estep 
Score: -6957877.000000 Penalty: 5434.904297
	Iteration 63Q: 3 clusters Score -6957877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 56422 members 
Entering Unmasked Estep 
Score: -6957881.000000 Penalty: 5434.904297
	Iteration 64Q: 3 clusters Score -6957881 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 56427 members 
Entering Unmasked Estep 
Score: -6957885.000000 Penalty: 5434.904297
	Iteration 65Q: 3 clusters Score -6957885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 56433 members 
Entering Unmasked Estep 
Score: -6957894.500000 Penalty: 5434.904297
	Iteration 66Q: 3 clusters Score -6957894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 56435 members 
Entering Unmasked Estep 
Score: -6957894.500000 Penalty: 5434.904297
	Iteration 67Q: 3 clusters Score -6957894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 56436 members 
Entering Unmasked Estep 
Score: -6957896.000000 Penalty: 5434.904297
	Iteration 68Q: 3 clusters Score -6957896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 56437 members 
Entering Unmasked Estep 
Score: -6957894.500000 Penalty: 5434.904297
	Iteration 69Q: 3 clusters Score -6957894 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 56437 members 
Entering Unmasked Estep 
Score: -6957894.500000 Penalty: 5434.904297
	Iteration 70F: 3 clusters Score -6957894 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (40367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40367 members 
Entering Unmasked Estep 
Score: -5098057.000000 Penalty: 2630.230469
	Iteration 0F: 2 clusters Score -5098057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -5070853.000000 Penalty: 5260.460938
	Iteration 0F: 3 clusters Score -5070853 nChanged 18314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -5081306.000000 Penalty: 5260.460938
	Iteration 1F: 3 clusters Score -5081306 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -5082301.000000 Penalty: 5260.460938
	Iteration 2F: 3 clusters Score -5082301 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -5083354.500000 Penalty: 5260.460938
	Iteration 3F: 3 clusters Score -5083354 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -5084693.500000 Penalty: 5260.460938
	Iteration 4F: 3 clusters Score -5084694 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13858 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -5086262.000000 Penalty: 5260.460938
	Iteration 5F: 3 clusters Score -5086262 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -5088116.000000 Penalty: 5260.460938
	Iteration 6F: 3 clusters Score -5088116 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -5090077.000000 Penalty: 5260.460938
	Iteration 7F: 3 clusters Score -5090077 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 32916 members 
Entering Unmasked Estep 
Score: -5091795.500000 Penalty: 5260.460938
	Iteration 8F: 3 clusters Score -5091796 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 34512 members 
Entering Unmasked Estep 
Score: -5093102.500000 Penalty: 5260.460938
	Iteration 9Q: 3 clusters Score -5093102 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 35720 members 
Entering Unmasked Estep 
Score: -5094020.000000 Penalty: 5260.460938
	Iteration 10Q: 3 clusters Score -5094020 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 36640 members 
Entering Unmasked Estep 
Score: -5094657.000000 Penalty: 5260.460938
	Iteration 11Q: 3 clusters Score -5094657 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 37360 members 
Entering Unmasked Estep 
Score: -5095103.000000 Penalty: 5260.460938
	Iteration 12Q: 3 clusters Score -5095103 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 37850 members 
Entering Unmasked Estep 
Score: -5095365.000000 Penalty: 5260.460938
	Iteration 13Q: 3 clusters Score -5095365 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 38169 members 
Entering Unmasked Estep 
Score: -5095545.500000 Penalty: 5260.460938
	Iteration 14Q: 3 clusters Score -5095546 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 38435 members 
Entering Unmasked Estep 
Score: -5095664.000000 Penalty: 5260.460938
	Iteration 15Q: 3 clusters Score -5095664 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
Score: -5095762.500000 Penalty: 5260.460938
	Iteration 16Q: 3 clusters Score -5095762 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 38845 members 
Entering Unmasked Estep 
Score: -5095834.000000 Penalty: 5260.460938
	Iteration 17Q: 3 clusters Score -5095834 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 38976 members 
Entering Unmasked Estep 
Score: -5095886.000000 Penalty: 5260.460938
	Iteration 18Q: 3 clusters Score -5095886 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 39081 members 
Entering Unmasked Estep 
Score: -5095949.000000 Penalty: 5260.460938
	Iteration 19Q: 3 clusters Score -5095949 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 39168 members 
Entering Unmasked Estep 
Score: -5095986.000000 Penalty: 5260.460938
	Iteration 20F: 3 clusters Score -5095986 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 39226 members 
Entering Unmasked Estep 
Score: -5096015.500000 Penalty: 5260.460938
	Iteration 21Q: 3 clusters Score -5096016 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 39269 members 
Entering Unmasked Estep 
Score: -5096032.500000 Penalty: 5260.460938
	Iteration 22Q: 3 clusters Score -5096032 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -5096044.000000 Penalty: 5260.460938
	Iteration 23Q: 3 clusters Score -5096044 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 39329 members 
Entering Unmasked Estep 
Score: -5096066.000000 Penalty: 5260.460938
	Iteration 24Q: 3 clusters Score -5096066 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 39358 members 
Entering Unmasked Estep 
Score: -5096077.500000 Penalty: 5260.460938
	Iteration 25Q: 3 clusters Score -5096078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 39375 members 
Entering Unmasked Estep 
Score: -5096084.000000 Penalty: 5260.460938
	Iteration 26Q: 3 clusters Score -5096084 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 39394 members 
Entering Unmasked Estep 
Score: -5096095.000000 Penalty: 5260.460938
	Iteration 27Q: 3 clusters Score -5096095 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 39409 members 
Entering Unmasked Estep 
Score: -5096106.000000 Penalty: 5260.460938
	Iteration 28Q: 3 clusters Score -5096106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 39418 members 
Entering Unmasked Estep 
Score: -5096111.000000 Penalty: 5260.460938
	Iteration 29Q: 3 clusters Score -5096111 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 39432 members 
Entering Unmasked Estep 
Score: -5096120.500000 Penalty: 5260.460938
	Iteration 30Q: 3 clusters Score -5096120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -5096133.000000 Penalty: 5260.460938
	Iteration 31Q: 3 clusters Score -5096133 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 39457 members 
Entering Unmasked Estep 
Score: -5096133.000000 Penalty: 5260.460938
	Iteration 32Q: 3 clusters Score -5096133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 39464 members 
Entering Unmasked Estep 
Score: -5096140.000000 Penalty: 5260.460938
	Iteration 33Q: 3 clusters Score -5096140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 39474 members 
Entering Unmasked Estep 
Score: -5096148.500000 Penalty: 5260.460938
	Iteration 34Q: 3 clusters Score -5096148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 39480 members 
Entering Unmasked Estep 
Score: -5096153.500000 Penalty: 5260.460938
	Iteration 35Q: 3 clusters Score -5096154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 39483 members 
Entering Unmasked Estep 
Score: -5096152.000000 Penalty: 5260.460938
	Iteration 36Q: 3 clusters Score -5096152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 39488 members 
Entering Unmasked Estep 
Score: -5096162.500000 Penalty: 5260.460938
	Iteration 37Q: 3 clusters Score -5096162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 39494 members 
Entering Unmasked Estep 
Score: -5096161.500000 Penalty: 5260.460938
	Iteration 38Q: 3 clusters Score -5096162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 39498 members 
Entering Unmasked Estep 
Score: -5096156.500000 Penalty: 5260.460938
	Iteration 39Q: 3 clusters Score -5096156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 39503 members 
Entering Unmasked Estep 
Score: -5096164.500000 Penalty: 5260.460938
	Iteration 40F: 3 clusters Score -5096164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 39508 members 
Entering Unmasked Estep 
Score: -5096160.000000 Penalty: 5260.460938
	Iteration 41Q: 3 clusters Score -5096160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -5096167.500000 Penalty: 5260.460938
	Iteration 42Q: 3 clusters Score -5096168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 39512 members 
Entering Unmasked Estep 
Score: -5096167.500000 Penalty: 5260.460938
	Iteration 43Q: 3 clusters Score -5096168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 39517 members 
Entering Unmasked Estep 
Score: -5096167.500000 Penalty: 5260.460938
	Iteration 44Q: 3 clusters Score -5096168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 39519 members 
Entering Unmasked Estep 
Score: -5096168.000000 Penalty: 5260.460938
	Iteration 45Q: 3 clusters Score -5096168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -5096172.000000 Penalty: 5260.460938
	Iteration 46Q: 3 clusters Score -5096172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 39523 members 
Entering Unmasked Estep 
Score: -5096167.500000 Penalty: 5260.460938
	Iteration 47Q: 3 clusters Score -5096168 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 39523 members 
Entering Unmasked Estep 
Score: -5096167.500000 Penalty: 5260.460938
	Iteration 48F: 3 clusters Score -5096168 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Entering Unmasked Estep 
Score: -838147.062500 Penalty: 2182.278809
	Iteration 0F: 2 clusters Score -838147.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -832536.750000 Penalty: 4364.557617
	Iteration 0F: 3 clusters Score -832536.8 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -834049.937500 Penalty: 4364.557617
	Iteration 1F: 3 clusters Score -834049.9 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -834301.062500 Penalty: 4364.557617
	Iteration 2F: 3 clusters Score -834301.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -834462.000000 Penalty: 4364.557617
	Iteration 3F: 3 clusters Score -834462 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -834569.250000 Penalty: 4364.557617
	Iteration 4Q: 3 clusters Score -834569.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -834646.062500 Penalty: 4364.557617
	Iteration 5Q: 3 clusters Score -834646.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -834699.500000 Penalty: 4364.557617
	Iteration 6Q: 3 clusters Score -834699.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -834746.375000 Penalty: 4364.557617
	Iteration 7Q: 3 clusters Score -834746.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -834790.750000 Penalty: 4364.557617
	Iteration 8Q: 3 clusters Score -834790.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -834830.687500 Penalty: 4364.557617
	Iteration 9Q: 3 clusters Score -834830.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -834875.125000 Penalty: 4364.557617
	Iteration 10Q: 3 clusters Score -834875.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -834915.437500 Penalty: 4364.557617
	Iteration 11Q: 3 clusters Score -834915.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -834952.687500 Penalty: 4364.557617
	Iteration 12Q: 3 clusters Score -834952.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -834989.062500 Penalty: 4364.557617
	Iteration 13Q: 3 clusters Score -834989.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -835038.812500 Penalty: 4364.557617
	Iteration 14Q: 3 clusters Score -835038.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -835093.625000 Penalty: 4364.557617
	Iteration 15Q: 3 clusters Score -835093.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -835167.375000 Penalty: 4364.557617
	Iteration 16Q: 3 clusters Score -835167.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -835257.875000 Penalty: 4364.557617
	Iteration 17Q: 3 clusters Score -835257.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -835373.812500 Penalty: 4364.557617
	Iteration 18Q: 3 clusters Score -835373.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -835516.187500 Penalty: 4364.557617
	Iteration 19Q: 3 clusters Score -835516.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -835676.875000 Penalty: 4364.557617
	Iteration 20F: 3 clusters Score -835676.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -835832.375000 Penalty: 4364.557617
	Iteration 21Q: 3 clusters Score -835832.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -835993.625000 Penalty: 4364.557617
	Iteration 22Q: 3 clusters Score -835993.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -836127.062500 Penalty: 4364.557617
	Iteration 23Q: 3 clusters Score -836127.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -836224.250000 Penalty: 4364.557617
	Iteration 24Q: 3 clusters Score -836224.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -836280.750000 Penalty: 4364.557617
	Iteration 25Q: 3 clusters Score -836280.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -836325.437500 Penalty: 4364.557617
	Iteration 26Q: 3 clusters Score -836325.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -836363.875000 Penalty: 4364.557617
	Iteration 27Q: 3 clusters Score -836363.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -836386.000000 Penalty: 4364.557617
	Iteration 28Q: 3 clusters Score -836386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -836400.562500 Penalty: 4364.557617
	Iteration 29Q: 3 clusters Score -836400.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -836416.625000 Penalty: 4364.557617
	Iteration 30Q: 3 clusters Score -836416.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -836423.500000 Penalty: 4364.557617
	Iteration 31Q: 3 clusters Score -836423.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -836431.187500 Penalty: 4364.557617
	Iteration 32Q: 3 clusters Score -836431.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -836437.750000 Penalty: 4364.557617
	Iteration 33Q: 3 clusters Score -836437.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -836443.687500 Penalty: 4364.557617
	Iteration 34Q: 3 clusters Score -836443.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -836452.000000 Penalty: 4364.557617
	Iteration 35Q: 3 clusters Score -836452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -836457.250000 Penalty: 4364.557617
	Iteration 36Q: 3 clusters Score -836457.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -836462.125000 Penalty: 4364.557617
	Iteration 37Q: 3 clusters Score -836462.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -836462.812500 Penalty: 4364.557617
	Iteration 38Q: 3 clusters Score -836462.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -836467.625000 Penalty: 4364.557617
	Iteration 39Q: 3 clusters Score -836467.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -836468.312500 Penalty: 4364.557617
	Iteration 40F: 3 clusters Score -836468.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (312320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312320 members 
Entering Unmasked Estep 
Score: -38687864.000000 Penalty: 3137.642334
	Iteration 0F: 2 clusters Score -3.868786e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156412 members 
Mstep: Class 2 contains 155908 members 
Entering Unmasked Estep 
Score: -38501728.000000 Penalty: 6275.284668
	Iteration 0F: 3 clusters Score -3.850173e+07 nChanged 151414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160296 members 
Mstep: Class 2 contains 152024 members 
Entering Unmasked Estep 
Score: -38592108.000000 Penalty: 6275.284668
	Iteration 1F: 3 clusters Score -3.859211e+07 nChanged 7904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163206 members 
Mstep: Class 2 contains 149114 members 
Entering Unmasked Estep 
Score: -38593324.000000 Penalty: 6275.284668
	Iteration 2Q: 3 clusters Score -3.859332e+07 nChanged 8908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167710 members 
Mstep: Class 2 contains 144610 members 
Entering Unmasked Estep 
Score: -38595324.000000 Penalty: 6275.284668
	Iteration 3Q: 3 clusters Score -3.859532e+07 nChanged 11243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174647 members 
Mstep: Class 2 contains 137673 members 
Entering Unmasked Estep 
Score: -38598836.000000 Penalty: 6275.284668
	Iteration 4Q: 3 clusters Score -3.859884e+07 nChanged 14321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185112 members 
Mstep: Class 2 contains 127208 members 
Entering Unmasked Estep 
Score: -38604608.000000 Penalty: 6275.284668
	Iteration 5Q: 3 clusters Score -3.860461e+07 nChanged 18753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199959 members 
Mstep: Class 2 contains 112361 members 
Entering Unmasked Estep 
Score: -38614192.000000 Penalty: 6275.284668
	Iteration 6F: 3 clusters Score -3.861419e+07 nChanged 22480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218755 members 
Mstep: Class 2 contains 93565 members 
Entering Unmasked Estep 
Score: -38627720.000000 Penalty: 6275.284668
	Iteration 7F: 3 clusters Score -3.862772e+07 nChanged 23473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239116 members 
Mstep: Class 2 contains 73204 members 
Entering Unmasked Estep 
Score: -38643788.000000 Penalty: 6275.284668
	Iteration 8F: 3 clusters Score -3.864379e+07 nChanged 19705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255723 members 
Mstep: Class 2 contains 56597 members 
Entering Unmasked Estep 
Score: -38658100.000000 Penalty: 6275.284668
	Iteration 9F: 3 clusters Score -3.86581e+07 nChanged 14221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266092 members 
Mstep: Class 2 contains 46228 members 
Entering Unmasked Estep 
Score: -38667728.000000 Penalty: 6275.284668
	Iteration 10Q: 3 clusters Score -3.866773e+07 nChanged 9408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271468 members 
Mstep: Class 2 contains 40852 members 
Entering Unmasked Estep 
Score: -38673056.000000 Penalty: 6275.284668
	Iteration 11Q: 3 clusters Score -3.867306e+07 nChanged 6026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274986 members 
Mstep: Class 2 contains 37334 members 
Entering Unmasked Estep 
Score: -38675852.000000 Penalty: 6275.284668
	Iteration 12Q: 3 clusters Score -3.867585e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277803 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -38677740.000000 Penalty: 6275.284668
	Iteration 13Q: 3 clusters Score -3.867774e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280358 members 
Mstep: Class 2 contains 31962 members 
Entering Unmasked Estep 
Score: -38679192.000000 Penalty: 6275.284668
	Iteration 14Q: 3 clusters Score -3.867919e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282649 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -38680276.000000 Penalty: 6275.284668
	Iteration 15Q: 3 clusters Score -3.868028e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284835 members 
Mstep: Class 2 contains 27485 members 
Entering Unmasked Estep 
Score: -38681284.000000 Penalty: 6275.284668
	Iteration 16Q: 3 clusters Score -3.868128e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286662 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -38682576.000000 Penalty: 6275.284668
	Iteration 17Q: 3 clusters Score -3.868258e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288331 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -38683640.000000 Penalty: 6275.284668
	Iteration 18Q: 3 clusters Score -3.868364e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289876 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -38684436.000000 Penalty: 6275.284668
	Iteration 19Q: 3 clusters Score -3.868444e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291287 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -38685240.000000 Penalty: 6275.284668
	Iteration 20F: 3 clusters Score -3.868524e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292626 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -38685964.000000 Penalty: 6275.284668
	Iteration 21Q: 3 clusters Score -3.868596e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293930 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -38686952.000000 Penalty: 6275.284668
	Iteration 22Q: 3 clusters Score -3.868695e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295273 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -38687804.000000 Penalty: 6275.284668
	Iteration 23Q: 3 clusters Score -3.86878e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296574 members 
Mstep: Class 2 contains 15746 members 
Entering Unmasked Estep 
Score: -38688784.000000 Penalty: 6275.284668
	Iteration 24Q: 3 clusters Score -3.868878e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297934 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -38689692.000000 Penalty: 6275.284668
	Iteration 25Q: 3 clusters Score -3.868969e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299352 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -38690280.000000 Penalty: 6275.284668
	Iteration 26Q: 3 clusters Score -3.869028e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300754 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -38690368.000000 Penalty: 6275.284668
	Iteration 27Q: 3 clusters Score -3.869037e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302067 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -38690328.000000 Penalty: 6275.284668
	Iteration 28Q: 3 clusters Score -3.869033e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303322 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -38690152.000000 Penalty: 6275.284668
	Iteration 29Q: 3 clusters Score -3.869015e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304518 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -38689972.000000 Penalty: 6275.284668
	Iteration 30Q: 3 clusters Score -3.868997e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305629 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -38689680.000000 Penalty: 6275.284668
	Iteration 31Q: 3 clusters Score -3.868968e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306622 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -38689308.000000 Penalty: 6275.284668
	Iteration 32Q: 3 clusters Score -3.868931e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307488 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -38688848.000000 Penalty: 6275.284668
	Iteration 33Q: 3 clusters Score -3.868885e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308236 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -38688432.000000 Penalty: 6275.284668
	Iteration 34Q: 3 clusters Score -3.868843e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308890 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -38687900.000000 Penalty: 6275.284668
	Iteration 35Q: 3 clusters Score -3.86879e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309430 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -38687560.000000 Penalty: 6275.284668
	Iteration 36Q: 3 clusters Score -3.868756e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309891 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -38687196.000000 Penalty: 6275.284668
	Iteration 37Q: 3 clusters Score -3.86872e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310268 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -38686928.000000 Penalty: 6275.284668
	Iteration 38Q: 3 clusters Score -3.868693e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310581 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -38686696.000000 Penalty: 6275.284668
	Iteration 39Q: 3 clusters Score -3.86867e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310848 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -38686524.000000 Penalty: 6275.284668
	Iteration 40F: 3 clusters Score -3.868652e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311039 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -38686400.000000 Penalty: 6275.284668
	Iteration 41Q: 3 clusters Score -3.86864e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311187 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -38686292.000000 Penalty: 6275.284668
	Iteration 42Q: 3 clusters Score -3.868629e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311295 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -38686264.000000 Penalty: 6275.284668
	Iteration 43Q: 3 clusters Score -3.868626e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311382 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -38686192.000000 Penalty: 6275.284668
	Iteration 44Q: 3 clusters Score -3.868619e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311447 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -38686192.000000 Penalty: 6275.284668
	Iteration 45Q: 3 clusters Score -3.868619e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311487 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -38686168.000000 Penalty: 6275.284668
	Iteration 46Q: 3 clusters Score -3.868617e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311521 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -38686116.000000 Penalty: 6275.284668
	Iteration 47Q: 3 clusters Score -3.868612e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311535 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -38686124.000000 Penalty: 6275.284668
	Iteration 48Q: 3 clusters Score -3.868612e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311545 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -38686132.000000 Penalty: 6275.284668
	Iteration 49Q: 3 clusters Score -3.868613e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311560 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -38686084.000000 Penalty: 6275.284668
	Iteration 50Q: 3 clusters Score -3.868608e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311571 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -38686096.000000 Penalty: 6275.284668
	Iteration 51Q: 3 clusters Score -3.86861e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311581 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -38686116.000000 Penalty: 6275.284668
	Iteration 52Q: 3 clusters Score -3.868612e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311591 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -38686092.000000 Penalty: 6275.284668
	Iteration 53Q: 3 clusters Score -3.868609e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311605 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -38686100.000000 Penalty: 6275.284668
	Iteration 54Q: 3 clusters Score -3.86861e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311616 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -38686068.000000 Penalty: 6275.284668
	Iteration 55Q: 3 clusters Score -3.868607e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311626 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -38686076.000000 Penalty: 6275.284668
	Iteration 56Q: 3 clusters Score -3.868608e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311641 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -38686012.000000 Penalty: 6275.284668
	Iteration 57Q: 3 clusters Score -3.868601e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311651 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -38685964.000000 Penalty: 6275.284668
	Iteration 58Q: 3 clusters Score -3.868596e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311662 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -38685916.000000 Penalty: 6275.284668
	Iteration 59Q: 3 clusters Score -3.868592e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311671 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -38685936.000000 Penalty: 6275.284668
	Iteration 60F: 3 clusters Score -3.868594e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311682 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -38685912.000000 Penalty: 6275.284668
	Iteration 61Q: 3 clusters Score -3.868591e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311689 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -38685904.000000 Penalty: 6275.284668
	Iteration 62Q: 3 clusters Score -3.86859e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311698 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -38685920.000000 Penalty: 6275.284668
	Iteration 63Q: 3 clusters Score -3.868592e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311702 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -38685892.000000 Penalty: 6275.284668
	Iteration 64Q: 3 clusters Score -3.868589e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311704 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -38685912.000000 Penalty: 6275.284668
	Iteration 65Q: 3 clusters Score -3.868591e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311707 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -38685908.000000 Penalty: 6275.284668
	Iteration 66Q: 3 clusters Score -3.868591e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311712 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -38685884.000000 Penalty: 6275.284668
	Iteration 67Q: 3 clusters Score -3.868588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311715 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -38685880.000000 Penalty: 6275.284668
	Iteration 68Q: 3 clusters Score -3.868588e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311720 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -38685880.000000 Penalty: 6275.284668
	Iteration 69Q: 3 clusters Score -3.868588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311723 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -38685904.000000 Penalty: 6275.284668
	Iteration 70Q: 3 clusters Score -3.86859e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311726 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -38685892.000000 Penalty: 6275.284668
	Iteration 71Q: 3 clusters Score -3.868589e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311728 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -38685888.000000 Penalty: 6275.284668
	Iteration 72Q: 3 clusters Score -3.868589e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311729 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -38685880.000000 Penalty: 6275.284668
	Iteration 73Q: 3 clusters Score -3.868588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311730 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -38685872.000000 Penalty: 6275.284668
	Iteration 74Q: 3 clusters Score -3.868587e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311731 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -38685860.000000 Penalty: 6275.284668
	Iteration 75Q: 3 clusters Score -3.868586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311732 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -38685860.000000 Penalty: 6275.284668
	Iteration 76Q: 3 clusters Score -3.868586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311732 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -38685864.000000 Penalty: 6275.284668
	Iteration 77Q: 3 clusters Score -3.868586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311733 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -38685856.000000 Penalty: 6275.284668
	Iteration 78Q: 3 clusters Score -3.868586e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311733 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -38685856.000000 Penalty: 6275.284668
	Iteration 79F: 3 clusters Score -3.868586e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (34015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34015 members 
Entering Unmasked Estep 
Score: -4268682.000000 Penalty: 2587.770020
	Iteration 0F: 2 clusters Score -4268682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -4245495.500000 Penalty: 5175.540039
	Iteration 0F: 3 clusters Score -4245496 nChanged 15517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -4253860.500000 Penalty: 5175.540039
	Iteration 1F: 3 clusters Score -4253860 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 19075 members 
Entering Unmasked Estep 
Score: -4254355.000000 Penalty: 5175.540039
	Iteration 2Q: 3 clusters Score -4254355 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -4254919.500000 Penalty: 5175.540039
	Iteration 3Q: 3 clusters Score -4254920 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12561 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -4255658.000000 Penalty: 5175.540039
	Iteration 4Q: 3 clusters Score -4255658 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -4256802.000000 Penalty: 5175.540039
	Iteration 5F: 3 clusters Score -4256802 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -4258587.000000 Penalty: 5175.540039
	Iteration 6F: 3 clusters Score -4258587 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -4260963.500000 Penalty: 5175.540039
	Iteration 7F: 3 clusters Score -4260964 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -4263315.000000 Penalty: 5175.540039
	Iteration 8F: 3 clusters Score -4263315 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -4264930.500000 Penalty: 5175.540039
	Iteration 9Q: 3 clusters Score -4264930 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 33247 members 
Entering Unmasked Estep 
Score: -4265743.500000 Penalty: 5175.540039
	Iteration 10Q: 3 clusters Score -4265744 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -4266115.500000 Penalty: 5175.540039
	Iteration 11Q: 3 clusters Score -4266116 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
Score: -4266269.500000 Penalty: 5175.540039
	Iteration 12Q: 3 clusters Score -4266270 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 33734 members 
Entering Unmasked Estep 
Score: -4266331.500000 Penalty: 5175.540039
	Iteration 13Q: 3 clusters Score -4266332 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -4266362.500000 Penalty: 5175.540039
	Iteration 14Q: 3 clusters Score -4266362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 33768 members 
Entering Unmasked Estep 
Score: -4266380.500000 Penalty: 5175.540039
	Iteration 15Q: 3 clusters Score -4266380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 33771 members 
Entering Unmasked Estep 
Score: -4266389.000000 Penalty: 5175.540039
	Iteration 16Q: 3 clusters Score -4266389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 33775 members 
Entering Unmasked Estep 
Score: -4266396.500000 Penalty: 5175.540039
	Iteration 17Q: 3 clusters Score -4266396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 33780 members 
Entering Unmasked Estep 
Score: -4266404.500000 Penalty: 5175.540039
	Iteration 18Q: 3 clusters Score -4266404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 33784 members 
Entering Unmasked Estep 
Score: -4266416.500000 Penalty: 5175.540039
	Iteration 19Q: 3 clusters Score -4266416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -4266423.000000 Penalty: 5175.540039
	Iteration 20F: 3 clusters Score -4266423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 33789 members 
Entering Unmasked Estep 
Score: -4266428.000000 Penalty: 5175.540039
	Iteration 21Q: 3 clusters Score -4266428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 33792 members 
Entering Unmasked Estep 
Score: -4266432.000000 Penalty: 5175.540039
	Iteration 22Q: 3 clusters Score -4266432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 33794 members 
Entering Unmasked Estep 
Score: -4266436.000000 Penalty: 5175.540039
	Iteration 23Q: 3 clusters Score -4266436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 33794 members 
Entering Unmasked Estep 
Score: -4266439.500000 Penalty: 5175.540039
	Iteration 24Q: 3 clusters Score -4266440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -4266443.500000 Penalty: 5175.540039
	Iteration 25Q: 3 clusters Score -4266444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -4266448.500000 Penalty: 5175.540039
	Iteration 26Q: 3 clusters Score -4266448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -4266448.500000 Penalty: 5175.540039
	Iteration 27F: 3 clusters Score -4266448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Entering Unmasked Estep 
Score: -618264.187500 Penalty: 2126.105713
	Iteration 0F: 2 clusters Score -618264.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -613578.875000 Penalty: 4252.211426
	Iteration 0F: 3 clusters Score -613578.9 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -614889.312500 Penalty: 4252.211426
	Iteration 1F: 3 clusters Score -614889.3 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -615471.750000 Penalty: 4252.211426
	Iteration 2F: 3 clusters Score -615471.8 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -616027.750000 Penalty: 4252.211426
	Iteration 3F: 3 clusters Score -616027.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -616485.687500 Penalty: 4252.211426
	Iteration 4F: 3 clusters Score -616485.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -616823.312500 Penalty: 4252.211426
	Iteration 5F: 3 clusters Score -616823.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -617073.625000 Penalty: 4252.211426
	Iteration 6F: 3 clusters Score -617073.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -617249.375000 Penalty: 4252.211426
	Iteration 7Q: 3 clusters Score -617249.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -617360.937500 Penalty: 4252.211426
	Iteration 8Q: 3 clusters Score -617360.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -617412.937500 Penalty: 4252.211426
	Iteration 9Q: 3 clusters Score -617412.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -617457.062500 Penalty: 4252.211426
	Iteration 10Q: 3 clusters Score -617457.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -617483.750000 Penalty: 4252.211426
	Iteration 11Q: 3 clusters Score -617483.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -617499.625000 Penalty: 4252.211426
	Iteration 12Q: 3 clusters Score -617499.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -617511.187500 Penalty: 4252.211426
	Iteration 13Q: 3 clusters Score -617511.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -617519.187500 Penalty: 4252.211426
	Iteration 14Q: 3 clusters Score -617519.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -617521.625000 Penalty: 4252.211426
	Iteration 15Q: 3 clusters Score -617521.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -617523.250000 Penalty: 4252.211426
	Iteration 16Q: 3 clusters Score -617523.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -617525.750000 Penalty: 4252.211426
	Iteration 17Q: 3 clusters Score -617525.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -617529.562500 Penalty: 4252.211426
	Iteration 18Q: 3 clusters Score -617529.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -617533.375000 Penalty: 4252.211426
	Iteration 19Q: 3 clusters Score -617533.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -617535.187500 Penalty: 4252.211426
	Iteration 20F: 3 clusters Score -617535.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -617536.937500 Penalty: 4252.211426
	Iteration 21Q: 3 clusters Score -617536.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -617536.437500 Penalty: 4252.211426
	Iteration 22Q: 3 clusters Score -617536.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -617538.375000 Penalty: 4252.211426
	Iteration 23Q: 3 clusters Score -617538.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -617539.250000 Penalty: 4252.211426
	Iteration 24Q: 3 clusters Score -617539.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -617541.062500 Penalty: 4252.211426
	Iteration 25Q: 3 clusters Score -617541.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -617542.125000 Penalty: 4252.211426
	Iteration 26Q: 3 clusters Score -617542.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -617542.875000 Penalty: 4252.211426
	Iteration 27Q: 3 clusters Score -617542.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -617543.937500 Penalty: 4252.211426
	Iteration 28Q: 3 clusters Score -617543.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -617545.187500 Penalty: 4252.211426
	Iteration 29Q: 3 clusters Score -617545.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -617546.250000 Penalty: 4252.211426
	Iteration 30Q: 3 clusters Score -617546.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -617547.062500 Penalty: 4252.211426
	Iteration 31Q: 3 clusters Score -617547.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -617546.250000 Penalty: 4252.211426
	Iteration 32Q: 3 clusters Score -617546.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -617546.250000 Penalty: 4252.211426
	Iteration 33F: 3 clusters Score -617546.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (184659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184659 members 
Entering Unmasked Estep 
Score: -22938088.000000 Penalty: 3007.313965
	Iteration 0F: 2 clusters Score -2.293809e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92230 members 
Mstep: Class 2 contains 92429 members 
Entering Unmasked Estep 
Score: -22818248.000000 Penalty: 6014.627930
	Iteration 0F: 3 clusters Score -2.281825e+07 nChanged 88655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90517 members 
Mstep: Class 2 contains 94142 members 
Entering Unmasked Estep 
Score: -22870104.000000 Penalty: 6014.627930
	Iteration 1F: 3 clusters Score -2.28701e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89467 members 
Mstep: Class 2 contains 95192 members 
Entering Unmasked Estep 
Score: -22871352.000000 Penalty: 6014.627930
	Iteration 2Q: 3 clusters Score -2.287135e+07 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87867 members 
Mstep: Class 2 contains 96792 members 
Entering Unmasked Estep 
Score: -22872946.000000 Penalty: 6014.627930
	Iteration 3Q: 3 clusters Score -2.287295e+07 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85485 members 
Mstep: Class 2 contains 99174 members 
Entering Unmasked Estep 
Score: -22875192.000000 Penalty: 6014.627930
	Iteration 4Q: 3 clusters Score -2.287519e+07 nChanged 7973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81674 members 
Mstep: Class 2 contains 102985 members 
Entering Unmasked Estep 
Score: -22878528.000000 Penalty: 6014.627930
	Iteration 5Q: 3 clusters Score -2.287853e+07 nChanged 9787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76217 members 
Mstep: Class 2 contains 108442 members 
Entering Unmasked Estep 
Score: -22883682.000000 Penalty: 6014.627930
	Iteration 6F: 3 clusters Score -2.288368e+07 nChanged 11687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68750 members 
Mstep: Class 2 contains 115909 members 
Entering Unmasked Estep 
Score: -22891004.000000 Penalty: 6014.627930
	Iteration 7F: 3 clusters Score -2.2891e+07 nChanged 12928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60112 members 
Mstep: Class 2 contains 124547 members 
Entering Unmasked Estep 
Score: -22900536.000000 Penalty: 6014.627930
	Iteration 8F: 3 clusters Score -2.290054e+07 nChanged 12749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51719 members 
Mstep: Class 2 contains 132940 members 
Entering Unmasked Estep 
Score: -22910836.000000 Penalty: 6014.627930
	Iteration 9F: 3 clusters Score -2.291084e+07 nChanged 10722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45431 members 
Mstep: Class 2 contains 139228 members 
Entering Unmasked Estep 
Score: -22919306.000000 Penalty: 6014.627930
	Iteration 10F: 3 clusters Score -2.291931e+07 nChanged 7716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41523 members 
Mstep: Class 2 contains 143136 members 
Entering Unmasked Estep 
Score: -22924208.000000 Penalty: 6014.627930
	Iteration 11Q: 3 clusters Score -2.292421e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38761 members 
Mstep: Class 2 contains 145898 members 
Entering Unmasked Estep 
Score: -22926762.000000 Penalty: 6014.627930
	Iteration 12Q: 3 clusters Score -2.292676e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36367 members 
Mstep: Class 2 contains 148292 members 
Entering Unmasked Estep 
Score: -22928484.000000 Penalty: 6014.627930
	Iteration 13Q: 3 clusters Score -2.292848e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33970 members 
Mstep: Class 2 contains 150689 members 
Entering Unmasked Estep 
Score: -22930260.000000 Penalty: 6014.627930
	Iteration 14Q: 3 clusters Score -2.293026e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 153208 members 
Entering Unmasked Estep 
Score: -22931548.000000 Penalty: 6014.627930
	Iteration 15Q: 3 clusters Score -2.293155e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 155712 members 
Entering Unmasked Estep 
Score: -22932760.000000 Penalty: 6014.627930
	Iteration 16Q: 3 clusters Score -2.293276e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 158131 members 
Entering Unmasked Estep 
Score: -22933850.000000 Penalty: 6014.627930
	Iteration 17Q: 3 clusters Score -2.293385e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 160488 members 
Entering Unmasked Estep 
Score: -22934688.000000 Penalty: 6014.627930
	Iteration 18Q: 3 clusters Score -2.293469e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 162620 members 
Entering Unmasked Estep 
Score: -22935356.000000 Penalty: 6014.627930
	Iteration 19Q: 3 clusters Score -2.293536e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 164644 members 
Entering Unmasked Estep 
Score: -22935824.000000 Penalty: 6014.627930
	Iteration 20F: 3 clusters Score -2.293582e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 166586 members 
Entering Unmasked Estep 
Score: -22936154.000000 Penalty: 6014.627930
	Iteration 21Q: 3 clusters Score -2.293615e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 168416 members 
Entering Unmasked Estep 
Score: -22936474.000000 Penalty: 6014.627930
	Iteration 22Q: 3 clusters Score -2.293647e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 170117 members 
Entering Unmasked Estep 
Score: -22936738.000000 Penalty: 6014.627930
	Iteration 23Q: 3 clusters Score -2.293674e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 171782 members 
Entering Unmasked Estep 
Score: -22936924.000000 Penalty: 6014.627930
	Iteration 24Q: 3 clusters Score -2.293692e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 173266 members 
Entering Unmasked Estep 
Score: -22937012.000000 Penalty: 6014.627930
	Iteration 25Q: 3 clusters Score -2.293701e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 174587 members 
Entering Unmasked Estep 
Score: -22936966.000000 Penalty: 6014.627930
	Iteration 26Q: 3 clusters Score -2.293697e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 175736 members 
Entering Unmasked Estep 
Score: -22937028.000000 Penalty: 6014.627930
	Iteration 27Q: 3 clusters Score -2.293703e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 176770 members 
Entering Unmasked Estep 
Score: -22937036.000000 Penalty: 6014.627930
	Iteration 28Q: 3 clusters Score -2.293704e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 177675 members 
Entering Unmasked Estep 
Score: -22937118.000000 Penalty: 6014.627930
	Iteration 29Q: 3 clusters Score -2.293712e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 178507 members 
Entering Unmasked Estep 
Score: -22937162.000000 Penalty: 6014.627930
	Iteration 30Q: 3 clusters Score -2.293716e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 179226 members 
Entering Unmasked Estep 
Score: -22937172.000000 Penalty: 6014.627930
	Iteration 31Q: 3 clusters Score -2.293717e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 179827 members 
Entering Unmasked Estep 
Score: -22937132.000000 Penalty: 6014.627930
	Iteration 32Q: 3 clusters Score -2.293713e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 180331 members 
Entering Unmasked Estep 
Score: -22937150.000000 Penalty: 6014.627930
	Iteration 33Q: 3 clusters Score -2.293715e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 180726 members 
Entering Unmasked Estep 
Score: -22937180.000000 Penalty: 6014.627930
	Iteration 34Q: 3 clusters Score -2.293718e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 181044 members 
Entering Unmasked Estep 
Score: -22937186.000000 Penalty: 6014.627930
	Iteration 35Q: 3 clusters Score -2.293719e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 181298 members 
Entering Unmasked Estep 
Score: -22937166.000000 Penalty: 6014.627930
	Iteration 36Q: 3 clusters Score -2.293717e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 181511 members 
Entering Unmasked Estep 
Score: -22937186.000000 Penalty: 6014.627930
	Iteration 37Q: 3 clusters Score -2.293719e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 181692 members 
Entering Unmasked Estep 
Score: -22937130.000000 Penalty: 6014.627930
	Iteration 38Q: 3 clusters Score -2.293713e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 181844 members 
Entering Unmasked Estep 
Score: -22937118.000000 Penalty: 6014.627930
	Iteration 39Q: 3 clusters Score -2.293712e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 181963 members 
Entering Unmasked Estep 
Score: -22937070.000000 Penalty: 6014.627930
	Iteration 40F: 3 clusters Score -2.293707e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 182069 members 
Entering Unmasked Estep 
Score: -22937052.000000 Penalty: 6014.627930
	Iteration 41Q: 3 clusters Score -2.293705e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 182142 members 
Entering Unmasked Estep 
Score: -22937030.000000 Penalty: 6014.627930
	Iteration 42Q: 3 clusters Score -2.293703e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 182199 members 
Entering Unmasked Estep 
Score: -22937010.000000 Penalty: 6014.627930
	Iteration 43Q: 3 clusters Score -2.293701e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 182244 members 
Entering Unmasked Estep 
Score: -22937010.000000 Penalty: 6014.627930
	Iteration 44Q: 3 clusters Score -2.293701e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 182288 members 
Entering Unmasked Estep 
Score: -22937004.000000 Penalty: 6014.627930
	Iteration 45Q: 3 clusters Score -2.2937e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 182318 members 
Entering Unmasked Estep 
Score: -22937020.000000 Penalty: 6014.627930
	Iteration 46Q: 3 clusters Score -2.293702e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 182355 members 
Entering Unmasked Estep 
Score: -22936976.000000 Penalty: 6014.627930
	Iteration 47Q: 3 clusters Score -2.293698e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 182392 members 
Entering Unmasked Estep 
Score: -22936980.000000 Penalty: 6014.627930
	Iteration 48Q: 3 clusters Score -2.293698e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 182433 members 
Entering Unmasked Estep 
Score: -22936952.000000 Penalty: 6014.627930
	Iteration 49Q: 3 clusters Score -2.293695e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 182478 members 
Entering Unmasked Estep 
Score: -22936968.000000 Penalty: 6014.627930
	Iteration 50Q: 3 clusters Score -2.293697e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 182503 members 
Entering Unmasked Estep 
Score: -22936964.000000 Penalty: 6014.627930
	Iteration 51Q: 3 clusters Score -2.293696e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 182528 members 
Entering Unmasked Estep 
Score: -22936938.000000 Penalty: 6014.627930
	Iteration 52Q: 3 clusters Score -2.293694e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 182543 members 
Entering Unmasked Estep 
Score: -22936946.000000 Penalty: 6014.627930
	Iteration 53Q: 3 clusters Score -2.293695e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 182562 members 
Entering Unmasked Estep 
Score: -22936964.000000 Penalty: 6014.627930
	Iteration 54Q: 3 clusters Score -2.293696e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 182578 members 
Entering Unmasked Estep 
Score: -22936954.000000 Penalty: 6014.627930
	Iteration 55Q: 3 clusters Score -2.293695e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 182590 members 
Entering Unmasked Estep 
Score: -22936942.000000 Penalty: 6014.627930
	Iteration 56Q: 3 clusters Score -2.293694e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 182602 members 
Entering Unmasked Estep 
Score: -22936950.000000 Penalty: 6014.627930
	Iteration 57Q: 3 clusters Score -2.293695e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 182611 members 
Entering Unmasked Estep 
Score: -22936952.000000 Penalty: 6014.627930
	Iteration 58Q: 3 clusters Score -2.293695e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 182625 members 
Entering Unmasked Estep 
Score: -22936928.000000 Penalty: 6014.627930
	Iteration 59Q: 3 clusters Score -2.293693e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 182638 members 
Entering Unmasked Estep 
Score: -22936974.000000 Penalty: 6014.627930
	Iteration 60F: 3 clusters Score -2.293697e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 182641 members 
Entering Unmasked Estep 
Score: -22936972.000000 Penalty: 6014.627930
	Iteration 61Q: 3 clusters Score -2.293697e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 182652 members 
Entering Unmasked Estep 
Score: -22936950.000000 Penalty: 6014.627930
	Iteration 62Q: 3 clusters Score -2.293695e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 182659 members 
Entering Unmasked Estep 
Score: -22936946.000000 Penalty: 6014.627930
	Iteration 63Q: 3 clusters Score -2.293695e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 182673 members 
Entering Unmasked Estep 
Score: -22936946.000000 Penalty: 6014.627930
	Iteration 64Q: 3 clusters Score -2.293695e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 182681 members 
Entering Unmasked Estep 
Score: -22936940.000000 Penalty: 6014.627930
	Iteration 65Q: 3 clusters Score -2.293694e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 182688 members 
Entering Unmasked Estep 
Score: -22936928.000000 Penalty: 6014.627930
	Iteration 66Q: 3 clusters Score -2.293693e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 182698 members 
Entering Unmasked Estep 
Score: -22936928.000000 Penalty: 6014.627930
	Iteration 67Q: 3 clusters Score -2.293693e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 182709 members 
Entering Unmasked Estep 
Score: -22936920.000000 Penalty: 6014.627930
	Iteration 68Q: 3 clusters Score -2.293692e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 182714 members 
Entering Unmasked Estep 
Score: -22936928.000000 Penalty: 6014.627930
	Iteration 69Q: 3 clusters Score -2.293693e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 182718 members 
Entering Unmasked Estep 
Score: -22936926.000000 Penalty: 6014.627930
	Iteration 70Q: 3 clusters Score -2.293693e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 182728 members 
Entering Unmasked Estep 
Score: -22936924.000000 Penalty: 6014.627930
	Iteration 71Q: 3 clusters Score -2.293692e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 182738 members 
Entering Unmasked Estep 
Score: -22936938.000000 Penalty: 6014.627930
	Iteration 72Q: 3 clusters Score -2.293694e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 182747 members 
Entering Unmasked Estep 
Score: -22936912.000000 Penalty: 6014.627930
	Iteration 73Q: 3 clusters Score -2.293691e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 182754 members 
Entering Unmasked Estep 
Score: -22936928.000000 Penalty: 6014.627930
	Iteration 74Q: 3 clusters Score -2.293693e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 182760 members 
Entering Unmasked Estep 
Score: -22936934.000000 Penalty: 6014.627930
	Iteration 75Q: 3 clusters Score -2.293693e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 182762 members 
Entering Unmasked Estep 
Score: -22936934.000000 Penalty: 6014.627930
	Iteration 76Q: 3 clusters Score -2.293693e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 182765 members 
Entering Unmasked Estep 
Score: -22936928.000000 Penalty: 6014.627930
	Iteration 77Q: 3 clusters Score -2.293693e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 182767 members 
Entering Unmasked Estep 
Score: -22936926.000000 Penalty: 6014.627930
	Iteration 78Q: 3 clusters Score -2.293693e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 182768 members 
Entering Unmasked Estep 
Score: -22936918.000000 Penalty: 6014.627930
	Iteration 79Q: 3 clusters Score -2.293692e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 182768 members 
Entering Unmasked Estep 
Score: -22936918.000000 Penalty: 6014.627930
	Iteration 80F: 3 clusters Score -2.293692e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (31767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Entering Unmasked Estep 
Score: -3995750.250000 Penalty: 2570.813477
	Iteration 0F: 2 clusters Score -3995750 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -3974036.000000 Penalty: 5141.626953
	Iteration 0F: 3 clusters Score -3974036 nChanged 14396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -3981790.750000 Penalty: 5141.626953
	Iteration 1F: 3 clusters Score -3981791 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -3982290.000000 Penalty: 5141.626953
	Iteration 2Q: 3 clusters Score -3982290 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -3982787.250000 Penalty: 5141.626953
	Iteration 3Q: 3 clusters Score -3982787 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -3983408.250000 Penalty: 5141.626953
	Iteration 4Q: 3 clusters Score -3983408 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -3984162.000000 Penalty: 5141.626953
	Iteration 5Q: 3 clusters Score -3984162 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -3985213.000000 Penalty: 5141.626953
	Iteration 6F: 3 clusters Score -3985213 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -3986624.250000 Penalty: 5141.626953
	Iteration 7F: 3 clusters Score -3986624 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -3988386.250000 Penalty: 5141.626953
	Iteration 8F: 3 clusters Score -3988386 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -3990210.250000 Penalty: 5141.626953
	Iteration 9F: 3 clusters Score -3990210 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -3991799.000000 Penalty: 5141.626953
	Iteration 10F: 3 clusters Score -3991799 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29016 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -3992799.250000 Penalty: 5141.626953
	Iteration 11Q: 3 clusters Score -3992799 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -3993480.250000 Penalty: 5141.626953
	Iteration 12Q: 3 clusters Score -3993480 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -3993795.750000 Penalty: 5141.626953
	Iteration 13Q: 3 clusters Score -3993796 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3993924.000000 Penalty: 5141.626953
	Iteration 14Q: 3 clusters Score -3993924 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29907 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -3993977.750000 Penalty: 5141.626953
	Iteration 15Q: 3 clusters Score -3993978 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3994003.750000 Penalty: 5141.626953
	Iteration 16Q: 3 clusters Score -3994004 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -3994027.000000 Penalty: 5141.626953
	Iteration 17Q: 3 clusters Score -3994027 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -3994031.500000 Penalty: 5141.626953
	Iteration 18Q: 3 clusters Score -3994032 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3994042.500000 Penalty: 5141.626953
	Iteration 19Q: 3 clusters Score -3994042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30050 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -3994045.750000 Penalty: 5141.626953
	Iteration 20F: 3 clusters Score -3994046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3994054.750000 Penalty: 5141.626953
	Iteration 21Q: 3 clusters Score -3994055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30063 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3994054.750000 Penalty: 5141.626953
	Iteration 22Q: 3 clusters Score -3994055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30064 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -3994057.750000 Penalty: 5141.626953
	Iteration 23Q: 3 clusters Score -3994058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30064 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -3994057.750000 Penalty: 5141.626953
	Iteration 24F: 3 clusters Score -3994058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Entering Unmasked Estep 
Score: -1520188.375000 Penalty: 2337.672119
	Iteration 0F: 2 clusters Score -1520188 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1510948.375000 Penalty: 4675.344238
	Iteration 0F: 3 clusters Score -1510948 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1513793.625000 Penalty: 4675.344238
	Iteration 1F: 3 clusters Score -1513794 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1514184.500000 Penalty: 4675.344238
	Iteration 2F: 3 clusters Score -1514184 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1514605.625000 Penalty: 4675.344238
	Iteration 3F: 3 clusters Score -1514606 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1515062.250000 Penalty: 4675.344238
	Iteration 4F: 3 clusters Score -1515062 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1515514.250000 Penalty: 4675.344238
	Iteration 5F: 3 clusters Score -1515514 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -1515998.750000 Penalty: 4675.344238
	Iteration 6F: 3 clusters Score -1515999 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -1516574.500000 Penalty: 4675.344238
	Iteration 7F: 3 clusters Score -1516574 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1517251.500000 Penalty: 4675.344238
	Iteration 8F: 3 clusters Score -1517252 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1517897.250000 Penalty: 4675.344238
	Iteration 9F: 3 clusters Score -1517897 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1518450.875000 Penalty: 4675.344238
	Iteration 10Q: 3 clusters Score -1518451 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1518814.125000 Penalty: 4675.344238
	Iteration 11Q: 3 clusters Score -1518814 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1519059.625000 Penalty: 4675.344238
	Iteration 12Q: 3 clusters Score -1519060 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -1519223.375000 Penalty: 4675.344238
	Iteration 13Q: 3 clusters Score -1519223 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1519335.875000 Penalty: 4675.344238
	Iteration 14Q: 3 clusters Score -1519336 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1519441.750000 Penalty: 4675.344238
	Iteration 15Q: 3 clusters Score -1519442 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1519522.500000 Penalty: 4675.344238
	Iteration 16Q: 3 clusters Score -1519522 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1519590.500000 Penalty: 4675.344238
	Iteration 17Q: 3 clusters Score -1519590 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1519626.875000 Penalty: 4675.344238
	Iteration 18Q: 3 clusters Score -1519627 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -1519650.375000 Penalty: 4675.344238
	Iteration 19Q: 3 clusters Score -1519650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -1519670.500000 Penalty: 4675.344238
	Iteration 20F: 3 clusters Score -1519670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -1519676.750000 Penalty: 4675.344238
	Iteration 21Q: 3 clusters Score -1519677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1519688.500000 Penalty: 4675.344238
	Iteration 22Q: 3 clusters Score -1519688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1519695.500000 Penalty: 4675.344238
	Iteration 23Q: 3 clusters Score -1519696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1519694.500000 Penalty: 4675.344238
	Iteration 24Q: 3 clusters Score -1519694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1519698.625000 Penalty: 4675.344238
	Iteration 25Q: 3 clusters Score -1519699 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1519704.125000 Penalty: 4675.344238
	Iteration 26Q: 3 clusters Score -1519704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -1519704.750000 Penalty: 4675.344238
	Iteration 27Q: 3 clusters Score -1519705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1519704.625000 Penalty: 4675.344238
	Iteration 28Q: 3 clusters Score -1519705 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1519704.625000 Penalty: 4675.344238
	Iteration 29F: 3 clusters Score -1519705 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -1224915.375000 Penalty: 2294.272461
	Iteration 0F: 2 clusters Score -1224915 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 5146 members 
Entering Unmasked Estep 
Score: -1216912.500000 Penalty: 4588.544922
	Iteration 0F: 3 clusters Score -1216912 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1219264.875000 Penalty: 4588.544922
	Iteration 1F: 3 clusters Score -1219265 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -1219726.000000 Penalty: 4588.544922
	Iteration 2F: 3 clusters Score -1219726 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1220121.250000 Penalty: 4588.544922
	Iteration 3F: 3 clusters Score -1220121 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1220432.750000 Penalty: 4588.544922
	Iteration 4F: 3 clusters Score -1220433 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1220676.750000 Penalty: 4588.544922
	Iteration 5Q: 3 clusters Score -1220677 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1220885.250000 Penalty: 4588.544922
	Iteration 6Q: 3 clusters Score -1220885 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1221069.750000 Penalty: 4588.544922
	Iteration 7Q: 3 clusters Score -1221070 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1221218.375000 Penalty: 4588.544922
	Iteration 8Q: 3 clusters Score -1221218 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1221357.625000 Penalty: 4588.544922
	Iteration 9Q: 3 clusters Score -1221358 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1221493.375000 Penalty: 4588.544922
	Iteration 10Q: 3 clusters Score -1221493 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1221620.125000 Penalty: 4588.544922
	Iteration 11Q: 3 clusters Score -1221620 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1221748.500000 Penalty: 4588.544922
	Iteration 12Q: 3 clusters Score -1221748 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1221863.625000 Penalty: 4588.544922
	Iteration 13Q: 3 clusters Score -1221864 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1221984.375000 Penalty: 4588.544922
	Iteration 14Q: 3 clusters Score -1221984 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1222118.250000 Penalty: 4588.544922
	Iteration 15Q: 3 clusters Score -1222118 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1222253.125000 Penalty: 4588.544922
	Iteration 16Q: 3 clusters Score -1222253 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1222404.500000 Penalty: 4588.544922
	Iteration 17Q: 3 clusters Score -1222404 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -1222565.875000 Penalty: 4588.544922
	Iteration 18Q: 3 clusters Score -1222566 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1222687.875000 Penalty: 4588.544922
	Iteration 19Q: 3 clusters Score -1222688 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1222781.875000 Penalty: 4588.544922
	Iteration 20F: 3 clusters Score -1222782 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1222843.500000 Penalty: 4588.544922
	Iteration 21Q: 3 clusters Score -1222844 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1222879.000000 Penalty: 4588.544922
	Iteration 22Q: 3 clusters Score -1222879 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1222895.875000 Penalty: 4588.544922
	Iteration 23Q: 3 clusters Score -1222896 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1222900.250000 Penalty: 4588.544922
	Iteration 24Q: 3 clusters Score -1222900 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1222911.250000 Penalty: 4588.544922
	Iteration 25Q: 3 clusters Score -1222911 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1222918.375000 Penalty: 4588.544922
	Iteration 26Q: 3 clusters Score -1222918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1222922.875000 Penalty: 4588.544922
	Iteration 27Q: 3 clusters Score -1222923 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1222925.750000 Penalty: 4588.544922
	Iteration 28Q: 3 clusters Score -1222926 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1222933.500000 Penalty: 4588.544922
	Iteration 29Q: 3 clusters Score -1222934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1222936.500000 Penalty: 4588.544922
	Iteration 30Q: 3 clusters Score -1222936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1222934.625000 Penalty: 4588.544922
	Iteration 31Q: 3 clusters Score -1222935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1222935.875000 Penalty: 4588.544922
	Iteration 32Q: 3 clusters Score -1222936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1222937.250000 Penalty: 4588.544922
	Iteration 33Q: 3 clusters Score -1222937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1222939.750000 Penalty: 4588.544922
	Iteration 34Q: 3 clusters Score -1222940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1222940.750000 Penalty: 4588.544922
	Iteration 35Q: 3 clusters Score -1222941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1222944.125000 Penalty: 4588.544922
	Iteration 36Q: 3 clusters Score -1222944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1222944.750000 Penalty: 4588.544922
	Iteration 37Q: 3 clusters Score -1222945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1222943.125000 Penalty: 4588.544922
	Iteration 38Q: 3 clusters Score -1222943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1222943.750000 Penalty: 4588.544922
	Iteration 39Q: 3 clusters Score -1222944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -1222945.000000 Penalty: 4588.544922
	Iteration 40F: 3 clusters Score -1222945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1222945.250000 Penalty: 4588.544922
	Iteration 41Q: 3 clusters Score -1222945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1222946.875000 Penalty: 4588.544922
	Iteration 42Q: 3 clusters Score -1222947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1222948.000000 Penalty: 4588.544922
	Iteration 43Q: 3 clusters Score -1222948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1222948.375000 Penalty: 4588.544922
	Iteration 44Q: 3 clusters Score -1222948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1222948.375000 Penalty: 4588.544922
	Iteration 45F: 3 clusters Score -1222948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Entering Unmasked Estep 
Score: -1213901.250000 Penalty: 2269.819824
	Iteration 0F: 2 clusters Score -1213901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1206570.500000 Penalty: 4539.639648
	Iteration 0F: 3 clusters Score -1206570 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1208682.125000 Penalty: 4539.639648
	Iteration 1F: 3 clusters Score -1208682 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1209006.750000 Penalty: 4539.639648
	Iteration 2F: 3 clusters Score -1209007 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1209232.500000 Penalty: 4539.639648
	Iteration 3F: 3 clusters Score -1209232 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1209421.000000 Penalty: 4539.639648
	Iteration 4Q: 3 clusters Score -1209421 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1209600.125000 Penalty: 4539.639648
	Iteration 5Q: 3 clusters Score -1209600 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1209756.875000 Penalty: 4539.639648
	Iteration 6Q: 3 clusters Score -1209757 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1209967.500000 Penalty: 4539.639648
	Iteration 7Q: 3 clusters Score -1209968 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1210193.750000 Penalty: 4539.639648
	Iteration 8Q: 3 clusters Score -1210194 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1210407.250000 Penalty: 4539.639648
	Iteration 9Q: 3 clusters Score -1210407 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1210648.000000 Penalty: 4539.639648
	Iteration 10Q: 3 clusters Score -1210648 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1210864.500000 Penalty: 4539.639648
	Iteration 11Q: 3 clusters Score -1210864 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1211077.000000 Penalty: 4539.639648
	Iteration 12Q: 3 clusters Score -1211077 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1211261.625000 Penalty: 4539.639648
	Iteration 13Q: 3 clusters Score -1211262 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1211421.125000 Penalty: 4539.639648
	Iteration 14Q: 3 clusters Score -1211421 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1211541.375000 Penalty: 4539.639648
	Iteration 15Q: 3 clusters Score -1211541 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1211635.500000 Penalty: 4539.639648
	Iteration 16Q: 3 clusters Score -1211636 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1211719.125000 Penalty: 4539.639648
	Iteration 17Q: 3 clusters Score -1211719 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1211782.500000 Penalty: 4539.639648
	Iteration 18Q: 3 clusters Score -1211782 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1211828.625000 Penalty: 4539.639648
	Iteration 19Q: 3 clusters Score -1211829 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1211862.375000 Penalty: 4539.639648
	Iteration 20F: 3 clusters Score -1211862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1211883.625000 Penalty: 4539.639648
	Iteration 21Q: 3 clusters Score -1211884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1211899.750000 Penalty: 4539.639648
	Iteration 22Q: 3 clusters Score -1211900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1211914.000000 Penalty: 4539.639648
	Iteration 23Q: 3 clusters Score -1211914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1211920.750000 Penalty: 4539.639648
	Iteration 24Q: 3 clusters Score -1211921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1211928.000000 Penalty: 4539.639648
	Iteration 25Q: 3 clusters Score -1211928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1211935.750000 Penalty: 4539.639648
	Iteration 26Q: 3 clusters Score -1211936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1211937.750000 Penalty: 4539.639648
	Iteration 27Q: 3 clusters Score -1211938 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1211942.250000 Penalty: 4539.639648
	Iteration 28Q: 3 clusters Score -1211942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1211946.500000 Penalty: 4539.639648
	Iteration 29Q: 3 clusters Score -1211946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1211946.500000 Penalty: 4539.639648
	Iteration 30F: 3 clusters Score -1211946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (62234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62234 members 
Entering Unmasked Estep 
Score: -7859290.000000 Penalty: 2737.586914
	Iteration 0F: 2 clusters Score -7859290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31121 members 
Mstep: Class 2 contains 31113 members 
Entering Unmasked Estep 
Score: -7817344.000000 Penalty: 5475.173828
	Iteration 0F: 3 clusters Score -7817344 nChanged 29126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 31407 members 
Entering Unmasked Estep 
Score: -7833618.000000 Penalty: 5475.173828
	Iteration 1F: 3 clusters Score -7833618 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30503 members 
Mstep: Class 2 contains 31731 members 
Entering Unmasked Estep 
Score: -7834123.000000 Penalty: 5475.173828
	Iteration 2Q: 3 clusters Score -7834123 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 32108 members 
Entering Unmasked Estep 
Score: -7834581.000000 Penalty: 5475.173828
	Iteration 3Q: 3 clusters Score -7834581 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29579 members 
Mstep: Class 2 contains 32655 members 
Entering Unmasked Estep 
Score: -7835010.500000 Penalty: 5475.173828
	Iteration 4Q: 3 clusters Score -7835010 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
Score: -7835496.000000 Penalty: 5475.173828
	Iteration 5Q: 3 clusters Score -7835496 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -7836130.500000 Penalty: 5475.173828
	Iteration 6Q: 3 clusters Score -7836130 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 36272 members 
Entering Unmasked Estep 
Score: -7836971.000000 Penalty: 5475.173828
	Iteration 7Q: 3 clusters Score -7836971 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 38542 members 
Entering Unmasked Estep 
Score: -7838282.000000 Penalty: 5475.173828
	Iteration 8Q: 3 clusters Score -7838282 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 41578 members 
Entering Unmasked Estep 
Score: -7840422.500000 Penalty: 5475.173828
	Iteration 9F: 3 clusters Score -7840422 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 45254 members 
Entering Unmasked Estep 
Score: -7843446.000000 Penalty: 5475.173828
	Iteration 10F: 3 clusters Score -7843446 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 49364 members 
Entering Unmasked Estep 
Score: -7847216.000000 Penalty: 5475.173828
	Iteration 11F: 3 clusters Score -7847216 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 53085 members 
Entering Unmasked Estep 
Score: -7850558.500000 Penalty: 5475.173828
	Iteration 12F: 3 clusters Score -7850558 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 56020 members 
Entering Unmasked Estep 
Score: -7853130.500000 Penalty: 5475.173828
	Iteration 13Q: 3 clusters Score -7853130 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 57942 members 
Entering Unmasked Estep 
Score: -7854639.500000 Penalty: 5475.173828
	Iteration 14Q: 3 clusters Score -7854640 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 59148 members 
Entering Unmasked Estep 
Score: -7855481.500000 Penalty: 5475.173828
	Iteration 15Q: 3 clusters Score -7855482 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 59913 members 
Entering Unmasked Estep 
Score: -7856001.000000 Penalty: 5475.173828
	Iteration 16Q: 3 clusters Score -7856001 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 60396 members 
Entering Unmasked Estep 
Score: -7856378.500000 Penalty: 5475.173828
	Iteration 17Q: 3 clusters Score -7856378 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 60705 members 
Entering Unmasked Estep 
Score: -7856648.000000 Penalty: 5475.173828
	Iteration 18Q: 3 clusters Score -7856648 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 60850 members 
Entering Unmasked Estep 
Score: -7856822.000000 Penalty: 5475.173828
	Iteration 19Q: 3 clusters Score -7856822 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 60962 members 
Entering Unmasked Estep 
Score: -7856996.000000 Penalty: 5475.173828
	Iteration 20F: 3 clusters Score -7856996 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 61026 members 
Entering Unmasked Estep 
Score: -7857077.500000 Penalty: 5475.173828
	Iteration 21Q: 3 clusters Score -7857078 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 61062 members 
Entering Unmasked Estep 
Score: -7857141.000000 Penalty: 5475.173828
	Iteration 22Q: 3 clusters Score -7857141 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 61091 members 
Entering Unmasked Estep 
Score: -7857176.500000 Penalty: 5475.173828
	Iteration 23Q: 3 clusters Score -7857176 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 61116 members 
Entering Unmasked Estep 
Score: -7857203.500000 Penalty: 5475.173828
	Iteration 24Q: 3 clusters Score -7857204 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 61140 members 
Entering Unmasked Estep 
Score: -7857224.500000 Penalty: 5475.173828
	Iteration 25Q: 3 clusters Score -7857224 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 61147 members 
Entering Unmasked Estep 
Score: -7857251.500000 Penalty: 5475.173828
	Iteration 26Q: 3 clusters Score -7857252 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 61148 members 
Entering Unmasked Estep 
Score: -7857269.500000 Penalty: 5475.173828
	Iteration 27Q: 3 clusters Score -7857270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 61155 members 
Entering Unmasked Estep 
Score: -7857264.500000 Penalty: 5475.173828
	Iteration 28Q: 3 clusters Score -7857264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 61160 members 
Entering Unmasked Estep 
Score: -7857274.000000 Penalty: 5475.173828
	Iteration 29Q: 3 clusters Score -7857274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 61161 members 
Entering Unmasked Estep 
Score: -7857284.000000 Penalty: 5475.173828
	Iteration 30Q: 3 clusters Score -7857284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 61168 members 
Entering Unmasked Estep 
Score: -7857301.000000 Penalty: 5475.173828
	Iteration 31Q: 3 clusters Score -7857301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 61169 members 
Entering Unmasked Estep 
Score: -7857300.000000 Penalty: 5475.173828
	Iteration 32Q: 3 clusters Score -7857300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 61171 members 
Entering Unmasked Estep 
Score: -7857302.500000 Penalty: 5475.173828
	Iteration 33Q: 3 clusters Score -7857302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 61170 members 
Entering Unmasked Estep 
Score: -7857302.500000 Penalty: 5475.173828
	Iteration 34Q: 3 clusters Score -7857302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 61168 members 
Entering Unmasked Estep 
Score: -7857302.000000 Penalty: 5475.173828
	Iteration 35Q: 3 clusters Score -7857302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 61166 members 
Entering Unmasked Estep 
Score: -7857301.500000 Penalty: 5475.173828
	Iteration 36Q: 3 clusters Score -7857302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 61165 members 
Entering Unmasked Estep 
Score: -7857301.500000 Penalty: 5475.173828
	Iteration 37Q: 3 clusters Score -7857302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 61166 members 
Entering Unmasked Estep 
Score: -7857306.500000 Penalty: 5475.173828
	Iteration 38Q: 3 clusters Score -7857306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 61167 members 
Entering Unmasked Estep 
Score: -7857302.000000 Penalty: 5475.173828
	Iteration 39Q: 3 clusters Score -7857302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 61168 members 
Entering Unmasked Estep 
Score: -7857302.000000 Penalty: 5475.173828
	Iteration 40F: 3 clusters Score -7857302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 61168 members 
Entering Unmasked Estep 
Score: -7857311.000000 Penalty: 5475.173828
	Iteration 41Q: 3 clusters Score -7857311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 61169 members 
Entering Unmasked Estep 
Score: -7857306.000000 Penalty: 5475.173828
	Iteration 42Q: 3 clusters Score -7857306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 61169 members 
Entering Unmasked Estep 
Score: -7857306.000000 Penalty: 5475.173828
	Iteration 43F: 3 clusters Score -7857306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Entering Unmasked Estep 
Score: -95851.687500 Penalty: 1690.822021
	Iteration 0F: 2 clusters Score -95851.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -94143.437500 Penalty: 3381.644043
	Iteration 0F: 3 clusters Score -94143.44 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -94509.226562 Penalty: 3381.644043
	Iteration 1F: 3 clusters Score -94509.23 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -94642.273438 Penalty: 3381.644043
	Iteration 2F: 3 clusters Score -94642.27 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -94695.367188 Penalty: 3381.644043
	Iteration 3Q: 3 clusters Score -94695.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -94729.414062 Penalty: 3381.644043
	Iteration 4Q: 3 clusters Score -94729.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -94749.117188 Penalty: 3381.644043
	Iteration 5Q: 3 clusters Score -94749.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -94769.226562 Penalty: 3381.644043
	Iteration 6Q: 3 clusters Score -94769.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -94792.187500 Penalty: 3381.644043
	Iteration 7Q: 3 clusters Score -94792.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -94804.242188 Penalty: 3381.644043
	Iteration 8Q: 3 clusters Score -94804.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -94809.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -94811.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -94812.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -94814.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -94814.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -94815.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -94816.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -94817.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
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	Iteration 17F: 3 clusters Score -94817.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 62883 members 
Mstep: Class 3 contains 14153 members 
Mstep: Class 4 contains 3722 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3988 members 
Mstep: Class 7 contains 2158 members 
Mstep: Class 8 contains 57381 members 
Mstep: Class 9 contains 40367 members 
Mstep: Class 10 contains 6631 members 
Mstep: Class 11 contains 312320 members 
Mstep: Class 12 contains 34015 members 
Mstep: Class 13 contains 5287 members 
Mstep: Class 14 contains 184659 members 
Mstep: Class 15 contains 31767 members 
Mstep: Class 16 contains 12408 members 
Mstep: Class 17 contains 10416 members 
Mstep: Class 18 contains 9438 members 
Mstep: Class 19 contains 62234 members 
Mstep: Class 20 contains 914 members 
Entering Unmasked Estep 
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Iteration 79Q: 21 clusters Score -1.047606e+08 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 62899 members 
Mstep: Class 3 contains 14156 members 
Mstep: Class 4 contains 3724 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3990 members 
Mstep: Class 7 contains 2161 members 
Mstep: Class 8 contains 57358 members 
Mstep: Class 9 contains 40369 members 
Mstep: Class 10 contains 6634 members 
Mstep: Class 11 contains 312421 members 
Mstep: Class 12 contains 34024 members 
Mstep: Class 13 contains 5277 members 
Mstep: Class 14 contains 184560 members 
Mstep: Class 15 contains 31698 members 
Mstep: Class 16 contains 12408 members 
Mstep: Class 17 contains 10417 members 
Mstep: Class 18 contains 9461 members 
Mstep: Class 19 contains 62270 members 
Mstep: Class 20 contains 914 members 
Entering Unmasked Estep 
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Iteration 80F: 21 clusters Score -1.047604e+08 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 62932 members 
Mstep: Class 3 contains 14161 members 
Mstep: Class 4 contains 3724 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3991 members 
Mstep: Class 7 contains 2164 members 
Mstep: Class 8 contains 57331 members 
Mstep: Class 9 contains 40377 members 
Mstep: Class 10 contains 6631 members 
Mstep: Class 11 contains 312507 members 
Mstep: Class 12 contains 34026 members 
Mstep: Class 13 contains 5268 members 
Mstep: Class 14 contains 184465 members 
Mstep: Class 15 contains 31644 members 
Mstep: Class 16 contains 12408 members 
Mstep: Class 17 contains 10415 members 
Mstep: Class 18 contains 9469 members 
Mstep: Class 19 contains 62305 members 
Mstep: Class 20 contains 923 members 
Entering Unmasked Estep 
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Iteration 81Q: 21 clusters Score -1.047603e+08 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 62960 members 
Mstep: Class 3 contains 14169 members 
Mstep: Class 4 contains 3724 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3991 members 
Mstep: Class 7 contains 2170 members 
Mstep: Class 8 contains 57303 members 
Mstep: Class 9 contains 40396 members 
Mstep: Class 10 contains 6624 members 
Mstep: Class 11 contains 312531 members 
Mstep: Class 12 contains 34036 members 
Mstep: Class 13 contains 5263 members 
Mstep: Class 14 contains 184400 members 
Mstep: Class 15 contains 31612 members 
Mstep: Class 16 contains 12408 members 
Mstep: Class 17 contains 10420 members 
Mstep: Class 18 contains 9474 members 
Mstep: Class 19 contains 62337 members 
Mstep: Class 20 contains 923 members 
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Iteration 82Q: 21 clusters Score -1.047603e+08 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 62975 members 
Mstep: Class 3 contains 14171 members 
Mstep: Class 4 contains 3721 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3992 members 
Mstep: Class 7 contains 2170 members 
Mstep: Class 8 contains 57279 members 
Mstep: Class 9 contains 40403 members 
Mstep: Class 10 contains 6624 members 
Mstep: Class 11 contains 312546 members 
Mstep: Class 12 contains 34036 members 
Mstep: Class 13 contains 5259 members 
Mstep: Class 14 contains 184349 members 
Mstep: Class 15 contains 31593 members 
Mstep: Class 16 contains 12407 members 
Mstep: Class 17 contains 10426 members 
Mstep: Class 18 contains 9497 members 
Mstep: Class 19 contains 62373 members 
Mstep: Class 20 contains 920 members 
Entering Unmasked Estep 
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Iteration 83Q: 21 clusters Score -1.047607e+08 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 62981 members 
Mstep: Class 3 contains 14171 members 
Mstep: Class 4 contains 3716 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3992 members 
Mstep: Class 7 contains 2170 members 
Mstep: Class 8 contains 57256 members 
Mstep: Class 9 contains 40407 members 
Mstep: Class 10 contains 6619 members 
Mstep: Class 11 contains 312552 members 
Mstep: Class 12 contains 34035 members 
Mstep: Class 13 contains 5258 members 
Mstep: Class 14 contains 184300 members 
Mstep: Class 15 contains 31589 members 
Mstep: Class 16 contains 12407 members 
Mstep: Class 17 contains 10431 members 
Mstep: Class 18 contains 9524 members 
Mstep: Class 19 contains 62416 members 
Mstep: Class 20 contains 917 members 
Entering Unmasked Estep 
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Iteration 84Q: 21 clusters Score -1.047605e+08 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 62986 members 
Mstep: Class 3 contains 14177 members 
Mstep: Class 4 contains 3719 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3992 members 
Mstep: Class 7 contains 2166 members 
Mstep: Class 8 contains 57242 members 
Mstep: Class 9 contains 40399 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312563 members 
Mstep: Class 12 contains 34032 members 
Mstep: Class 13 contains 5255 members 
Mstep: Class 14 contains 184284 members 
Mstep: Class 15 contains 31568 members 
Mstep: Class 16 contains 12408 members 
Mstep: Class 17 contains 10435 members 
Mstep: Class 18 contains 9536 members 
Mstep: Class 19 contains 62440 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
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Iteration 85Q: 21 clusters Score -1.047603e+08 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63011 members 
Mstep: Class 3 contains 14182 members 
Mstep: Class 4 contains 3721 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3992 members 
Mstep: Class 7 contains 2171 members 
Mstep: Class 8 contains 57225 members 
Mstep: Class 9 contains 40391 members 
Mstep: Class 10 contains 6622 members 
Mstep: Class 11 contains 312549 members 
Mstep: Class 12 contains 34031 members 
Mstep: Class 13 contains 5254 members 
Mstep: Class 14 contains 184270 members 
Mstep: Class 15 contains 31553 members 
Mstep: Class 16 contains 12406 members 
Mstep: Class 17 contains 10435 members 
Mstep: Class 18 contains 9552 members 
Mstep: Class 19 contains 62460 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
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Iteration 86Q: 21 clusters Score -1.047604e+08 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63027 members 
Mstep: Class 3 contains 14185 members 
Mstep: Class 4 contains 3729 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 2170 members 
Mstep: Class 8 contains 57214 members 
Mstep: Class 9 contains 40383 members 
Mstep: Class 10 contains 6622 members 
Mstep: Class 11 contains 312567 members 
Mstep: Class 12 contains 34033 members 
Mstep: Class 13 contains 5251 members 
Mstep: Class 14 contains 184232 members 
Mstep: Class 15 contains 31538 members 
Mstep: Class 16 contains 12404 members 
Mstep: Class 17 contains 10433 members 
Mstep: Class 18 contains 9570 members 
Mstep: Class 19 contains 62474 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
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Iteration 87Q: 21 clusters Score -1.047603e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63043 members 
Mstep: Class 3 contains 14187 members 
Mstep: Class 4 contains 3734 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 2170 members 
Mstep: Class 8 contains 57205 members 
Mstep: Class 9 contains 40383 members 
Mstep: Class 10 contains 6622 members 
Mstep: Class 11 contains 312571 members 
Mstep: Class 12 contains 34039 members 
Mstep: Class 13 contains 5250 members 
Mstep: Class 14 contains 184190 members 
Mstep: Class 15 contains 31528 members 
Mstep: Class 16 contains 12402 members 
Mstep: Class 17 contains 10433 members 
Mstep: Class 18 contains 9579 members 
Mstep: Class 19 contains 62496 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
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Iteration 88Q: 21 clusters Score -1.047603e+08 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63047 members 
Mstep: Class 3 contains 14186 members 
Mstep: Class 4 contains 3739 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 2172 members 
Mstep: Class 8 contains 57195 members 
Mstep: Class 9 contains 40386 members 
Mstep: Class 10 contains 6622 members 
Mstep: Class 11 contains 312567 members 
Mstep: Class 12 contains 34044 members 
Mstep: Class 13 contains 5250 members 
Mstep: Class 14 contains 184163 members 
Mstep: Class 15 contains 31518 members 
Mstep: Class 16 contains 12402 members 
Mstep: Class 17 contains 10434 members 
Mstep: Class 18 contains 9591 members 
Mstep: Class 19 contains 62516 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
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Iteration 89Q: 21 clusters Score -1.047603e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63059 members 
Mstep: Class 3 contains 14184 members 
Mstep: Class 4 contains 3740 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 2175 members 
Mstep: Class 8 contains 57192 members 
Mstep: Class 9 contains 40390 members 
Mstep: Class 10 contains 6622 members 
Mstep: Class 11 contains 312558 members 
Mstep: Class 12 contains 34047 members 
Mstep: Class 13 contains 5249 members 
Mstep: Class 14 contains 184146 members 
Mstep: Class 15 contains 31502 members 
Mstep: Class 16 contains 12397 members 
Mstep: Class 17 contains 10434 members 
Mstep: Class 18 contains 9610 members 
Mstep: Class 19 contains 62527 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
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Iteration 90Q: 21 clusters Score -1.047603e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63067 members 
Mstep: Class 3 contains 14182 members 
Mstep: Class 4 contains 3740 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 2178 members 
Mstep: Class 8 contains 57189 members 
Mstep: Class 9 contains 40393 members 
Mstep: Class 10 contains 6622 members 
Mstep: Class 11 contains 312569 members 
Mstep: Class 12 contains 34053 members 
Mstep: Class 13 contains 5245 members 
Mstep: Class 14 contains 184125 members 
Mstep: Class 15 contains 31474 members 
Mstep: Class 16 contains 12394 members 
Mstep: Class 17 contains 10436 members 
Mstep: Class 18 contains 9623 members 
Mstep: Class 19 contains 62542 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
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Iteration 91Q: 21 clusters Score -1.047604e+08 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63076 members 
Mstep: Class 3 contains 14181 members 
Mstep: Class 4 contains 3741 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 2180 members 
Mstep: Class 8 contains 57186 members 
Mstep: Class 9 contains 40393 members 
Mstep: Class 10 contains 6622 members 
Mstep: Class 11 contains 312589 members 
Mstep: Class 12 contains 34051 members 
Mstep: Class 13 contains 5242 members 
Mstep: Class 14 contains 184104 members 
Mstep: Class 15 contains 31451 members 
Mstep: Class 16 contains 12395 members 
Mstep: Class 17 contains 10433 members 
Mstep: Class 18 contains 9629 members 
Mstep: Class 19 contains 62559 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
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Iteration 92Q: 21 clusters Score -1.047602e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63088 members 
Mstep: Class 3 contains 14179 members 
Mstep: Class 4 contains 3740 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 2182 members 
Mstep: Class 8 contains 57180 members 
Mstep: Class 9 contains 40401 members 
Mstep: Class 10 contains 6622 members 
Mstep: Class 11 contains 312586 members 
Mstep: Class 12 contains 34053 members 
Mstep: Class 13 contains 5241 members 
Mstep: Class 14 contains 184091 members 
Mstep: Class 15 contains 31439 members 
Mstep: Class 16 contains 12394 members 
Mstep: Class 17 contains 10433 members 
Mstep: Class 18 contains 9628 members 
Mstep: Class 19 contains 62575 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
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Iteration 93Q: 21 clusters Score -1.047604e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63088 members 
Mstep: Class 3 contains 14180 members 
Mstep: Class 4 contains 3741 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 2182 members 
Mstep: Class 8 contains 57172 members 
Mstep: Class 9 contains 40406 members 
Mstep: Class 10 contains 6622 members 
Mstep: Class 11 contains 312613 members 
Mstep: Class 12 contains 34051 members 
Mstep: Class 13 contains 5240 members 
Mstep: Class 14 contains 184066 members 
Mstep: Class 15 contains 31432 members 
Mstep: Class 16 contains 12394 members 
Mstep: Class 17 contains 10433 members 
Mstep: Class 18 contains 9627 members 
Mstep: Class 19 contains 62585 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
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Iteration 94Q: 21 clusters Score -1.047603e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63097 members 
Mstep: Class 3 contains 14177 members 
Mstep: Class 4 contains 3740 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3993 members 
Mstep: Class 7 contains 2182 members 
Mstep: Class 8 contains 57166 members 
Mstep: Class 9 contains 40410 members 
Mstep: Class 10 contains 6622 members 
Mstep: Class 11 contains 312612 members 
Mstep: Class 12 contains 34050 members 
Mstep: Class 13 contains 5238 members 
Mstep: Class 14 contains 184062 members 
Mstep: Class 15 contains 31425 members 
Mstep: Class 16 contains 12396 members 
Mstep: Class 17 contains 10433 members 
Mstep: Class 18 contains 9625 members 
Mstep: Class 19 contains 62597 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
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Iteration 95Q: 21 clusters Score -1.047603e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63093 members 
Mstep: Class 3 contains 14177 members 
Mstep: Class 4 contains 3741 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3994 members 
Mstep: Class 7 contains 2182 members 
Mstep: Class 8 contains 57164 members 
Mstep: Class 9 contains 40418 members 
Mstep: Class 10 contains 6622 members 
Mstep: Class 11 contains 312627 members 
Mstep: Class 12 contains 34052 members 
Mstep: Class 13 contains 5238 members 
Mstep: Class 14 contains 184029 members 
Mstep: Class 15 contains 31427 members 
Mstep: Class 16 contains 12394 members 
Mstep: Class 17 contains 10434 members 
Mstep: Class 18 contains 9625 members 
Mstep: Class 19 contains 62608 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
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Iteration 96Q: 21 clusters Score -1.047603e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63096 members 
Mstep: Class 3 contains 14175 members 
Mstep: Class 4 contains 3740 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3995 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 57163 members 
Mstep: Class 9 contains 40422 members 
Mstep: Class 10 contains 6622 members 
Mstep: Class 11 contains 312660 members 
Mstep: Class 12 contains 34055 members 
Mstep: Class 13 contains 5238 members 
Mstep: Class 14 contains 183973 members 
Mstep: Class 15 contains 31424 members 
Mstep: Class 16 contains 12391 members 
Mstep: Class 17 contains 10438 members 
Mstep: Class 18 contains 9626 members 
Mstep: Class 19 contains 62623 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
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Iteration 97Q: 21 clusters Score -1.047602e+08 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63097 members 
Mstep: Class 3 contains 14173 members 
Mstep: Class 4 contains 3741 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3997 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 57155 members 
Mstep: Class 9 contains 40428 members 
Mstep: Class 10 contains 6622 members 
Mstep: Class 11 contains 312709 members 
Mstep: Class 12 contains 34056 members 
Mstep: Class 13 contains 5238 members 
Mstep: Class 14 contains 183887 members 
Mstep: Class 15 contains 31420 members 
Mstep: Class 16 contains 12389 members 
Mstep: Class 17 contains 10439 members 
Mstep: Class 18 contains 9638 members 
Mstep: Class 19 contains 62652 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
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Iteration 98Q: 21 clusters Score -1.047601e+08 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63093 members 
Mstep: Class 3 contains 14173 members 
Mstep: Class 4 contains 3740 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 57149 members 
Mstep: Class 9 contains 40432 members 
Mstep: Class 10 contains 6622 members 
Mstep: Class 11 contains 312746 members 
Mstep: Class 12 contains 34053 members 
Mstep: Class 13 contains 5238 members 
Mstep: Class 14 contains 183823 members 
Mstep: Class 15 contains 31428 members 
Mstep: Class 16 contains 12388 members 
Mstep: Class 17 contains 10440 members 
Mstep: Class 18 contains 9643 members 
Mstep: Class 19 contains 62674 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
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Iteration 99Q: 21 clusters Score -1.047599e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63095 members 
Mstep: Class 3 contains 14171 members 
Mstep: Class 4 contains 3739 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 57146 members 
Mstep: Class 9 contains 40443 members 
Mstep: Class 10 contains 6622 members 
Mstep: Class 11 contains 312766 members 
Mstep: Class 12 contains 34053 members 
Mstep: Class 13 contains 5237 members 
Mstep: Class 14 contains 183777 members 
Mstep: Class 15 contains 31431 members 
Mstep: Class 16 contains 12384 members 
Mstep: Class 17 contains 10443 members 
Mstep: Class 18 contains 9647 members 
Mstep: Class 19 contains 62688 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
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Iteration 100F: 21 clusters Score -1.047599e+08 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63098 members 
Mstep: Class 3 contains 14168 members 
Mstep: Class 4 contains 3737 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 57140 members 
Mstep: Class 9 contains 40456 members 
Mstep: Class 10 contains 6622 members 
Mstep: Class 11 contains 312776 members 
Mstep: Class 12 contains 34056 members 
Mstep: Class 13 contains 5236 members 
Mstep: Class 14 contains 183732 members 
Mstep: Class 15 contains 31425 members 
Mstep: Class 16 contains 12387 members 
Mstep: Class 17 contains 10443 members 
Mstep: Class 18 contains 9660 members 
Mstep: Class 19 contains 62705 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
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Iteration 101Q: 21 clusters Score -1.0476e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63101 members 
Mstep: Class 3 contains 14169 members 
Mstep: Class 4 contains 3735 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 57135 members 
Mstep: Class 9 contains 40461 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312816 members 
Mstep: Class 12 contains 34052 members 
Mstep: Class 13 contains 5234 members 
Mstep: Class 14 contains 183669 members 
Mstep: Class 15 contains 31427 members 
Mstep: Class 16 contains 12388 members 
Mstep: Class 17 contains 10442 members 
Mstep: Class 18 contains 9669 members 
Mstep: Class 19 contains 62720 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
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Iteration 102Q: 21 clusters Score -1.047601e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63108 members 
Mstep: Class 3 contains 14166 members 
Mstep: Class 4 contains 3735 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 57131 members 
Mstep: Class 9 contains 40464 members 
Mstep: Class 10 contains 6624 members 
Mstep: Class 11 contains 312848 members 
Mstep: Class 12 contains 34051 members 
Mstep: Class 13 contains 5233 members 
Mstep: Class 14 contains 183613 members 
Mstep: Class 15 contains 31429 members 
Mstep: Class 16 contains 12389 members 
Mstep: Class 17 contains 10442 members 
Mstep: Class 18 contains 9674 members 
Mstep: Class 19 contains 62734 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759920.000000 Penalty: 67761.929688
Iteration 103Q: 21 clusters Score -1.047599e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63121 members 
Mstep: Class 3 contains 14164 members 
Mstep: Class 4 contains 3735 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 57127 members 
Mstep: Class 9 contains 40455 members 
Mstep: Class 10 contains 6626 members 
Mstep: Class 11 contains 312873 members 
Mstep: Class 12 contains 34050 members 
Mstep: Class 13 contains 5233 members 
Mstep: Class 14 contains 183552 members 
Mstep: Class 15 contains 31433 members 
Mstep: Class 16 contains 12388 members 
Mstep: Class 17 contains 10444 members 
Mstep: Class 18 contains 9683 members 
Mstep: Class 19 contains 62758 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759920.000000 Penalty: 67761.929688
Iteration 104Q: 21 clusters Score -1.047599e+08 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63131 members 
Mstep: Class 3 contains 14163 members 
Mstep: Class 4 contains 3735 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 2183 members 
Mstep: Class 8 contains 57123 members 
Mstep: Class 9 contains 40455 members 
Mstep: Class 10 contains 6626 members 
Mstep: Class 11 contains 312890 members 
Mstep: Class 12 contains 34054 members 
Mstep: Class 13 contains 5233 members 
Mstep: Class 14 contains 183487 members 
Mstep: Class 15 contains 31436 members 
Mstep: Class 16 contains 12389 members 
Mstep: Class 17 contains 10446 members 
Mstep: Class 18 contains 9692 members 
Mstep: Class 19 contains 62783 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759888.000000 Penalty: 67761.929688
Iteration 105Q: 21 clusters Score -1.047599e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63143 members 
Mstep: Class 3 contains 14162 members 
Mstep: Class 4 contains 3735 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 2183 members 
Mstep: Class 8 contains 57122 members 
Mstep: Class 9 contains 40458 members 
Mstep: Class 10 contains 6626 members 
Mstep: Class 11 contains 312892 members 
Mstep: Class 12 contains 34057 members 
Mstep: Class 13 contains 5233 members 
Mstep: Class 14 contains 183435 members 
Mstep: Class 15 contains 31436 members 
Mstep: Class 16 contains 12390 members 
Mstep: Class 17 contains 10447 members 
Mstep: Class 18 contains 9697 members 
Mstep: Class 19 contains 62810 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759888.000000 Penalty: 67761.929688
Iteration 106Q: 21 clusters Score -1.047599e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63155 members 
Mstep: Class 3 contains 14162 members 
Mstep: Class 4 contains 3734 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 2183 members 
Mstep: Class 8 contains 57117 members 
Mstep: Class 9 contains 40458 members 
Mstep: Class 10 contains 6626 members 
Mstep: Class 11 contains 312892 members 
Mstep: Class 12 contains 34060 members 
Mstep: Class 13 contains 5233 members 
Mstep: Class 14 contains 183404 members 
Mstep: Class 15 contains 31434 members 
Mstep: Class 16 contains 12389 members 
Mstep: Class 17 contains 10449 members 
Mstep: Class 18 contains 9695 members 
Mstep: Class 19 contains 62835 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759848.000000 Penalty: 67761.929688
Iteration 107Q: 21 clusters Score -1.047598e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63167 members 
Mstep: Class 3 contains 14159 members 
Mstep: Class 4 contains 3733 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 57111 members 
Mstep: Class 9 contains 40458 members 
Mstep: Class 10 contains 6626 members 
Mstep: Class 11 contains 312909 members 
Mstep: Class 12 contains 34061 members 
Mstep: Class 13 contains 5233 members 
Mstep: Class 14 contains 183361 members 
Mstep: Class 15 contains 31427 members 
Mstep: Class 16 contains 12387 members 
Mstep: Class 17 contains 10449 members 
Mstep: Class 18 contains 9700 members 
Mstep: Class 19 contains 62861 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759672.000000 Penalty: 67761.929688
Iteration 108Q: 21 clusters Score -1.047597e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63175 members 
Mstep: Class 3 contains 14156 members 
Mstep: Class 4 contains 3733 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 57109 members 
Mstep: Class 9 contains 40460 members 
Mstep: Class 10 contains 6626 members 
Mstep: Class 11 contains 312926 members 
Mstep: Class 12 contains 34066 members 
Mstep: Class 13 contains 5232 members 
Mstep: Class 14 contains 183318 members 
Mstep: Class 15 contains 31420 members 
Mstep: Class 16 contains 12387 members 
Mstep: Class 17 contains 10449 members 
Mstep: Class 18 contains 9706 members 
Mstep: Class 19 contains 62879 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759720.000000 Penalty: 67761.929688
Iteration 109Q: 21 clusters Score -1.047597e+08 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63183 members 
Mstep: Class 3 contains 14156 members 
Mstep: Class 4 contains 3733 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 57112 members 
Mstep: Class 9 contains 40464 members 
Mstep: Class 10 contains 6626 members 
Mstep: Class 11 contains 312923 members 
Mstep: Class 12 contains 34070 members 
Mstep: Class 13 contains 5232 members 
Mstep: Class 14 contains 183285 members 
Mstep: Class 15 contains 31414 members 
Mstep: Class 16 contains 12387 members 
Mstep: Class 17 contains 10449 members 
Mstep: Class 18 contains 9711 members 
Mstep: Class 19 contains 62897 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759608.000000 Penalty: 67761.929688
Iteration 110Q: 21 clusters Score -1.047596e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63183 members 
Mstep: Class 3 contains 14157 members 
Mstep: Class 4 contains 3732 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 57114 members 
Mstep: Class 9 contains 40467 members 
Mstep: Class 10 contains 6626 members 
Mstep: Class 11 contains 312942 members 
Mstep: Class 12 contains 34071 members 
Mstep: Class 13 contains 5232 members 
Mstep: Class 14 contains 183258 members 
Mstep: Class 15 contains 31412 members 
Mstep: Class 16 contains 12386 members 
Mstep: Class 17 contains 10448 members 
Mstep: Class 18 contains 9707 members 
Mstep: Class 19 contains 62907 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759688.000000 Penalty: 67761.929688
Iteration 111Q: 21 clusters Score -1.047597e+08 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63186 members 
Mstep: Class 3 contains 14157 members 
Mstep: Class 4 contains 3732 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 57109 members 
Mstep: Class 9 contains 40472 members 
Mstep: Class 10 contains 6626 members 
Mstep: Class 11 contains 312941 members 
Mstep: Class 12 contains 34073 members 
Mstep: Class 13 contains 5232 members 
Mstep: Class 14 contains 183243 members 
Mstep: Class 15 contains 31412 members 
Mstep: Class 16 contains 12386 members 
Mstep: Class 17 contains 10447 members 
Mstep: Class 18 contains 9710 members 
Mstep: Class 19 contains 62916 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759752.000000 Penalty: 67761.929688
Iteration 112Q: 21 clusters Score -1.047598e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63189 members 
Mstep: Class 3 contains 14158 members 
Mstep: Class 4 contains 3732 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 2184 members 
Mstep: Class 8 contains 57102 members 
Mstep: Class 9 contains 40475 members 
Mstep: Class 10 contains 6626 members 
Mstep: Class 11 contains 312960 members 
Mstep: Class 12 contains 34072 members 
Mstep: Class 13 contains 5232 members 
Mstep: Class 14 contains 183215 members 
Mstep: Class 15 contains 31420 members 
Mstep: Class 16 contains 12384 members 
Mstep: Class 17 contains 10449 members 
Mstep: Class 18 contains 9709 members 
Mstep: Class 19 contains 62919 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759688.000000 Penalty: 67761.929688
Iteration 113Q: 21 clusters Score -1.047597e+08 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63187 members 
Mstep: Class 3 contains 14157 members 
Mstep: Class 4 contains 3732 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 57089 members 
Mstep: Class 9 contains 40478 members 
Mstep: Class 10 contains 6626 members 
Mstep: Class 11 contains 312958 members 
Mstep: Class 12 contains 34069 members 
Mstep: Class 13 contains 5232 members 
Mstep: Class 14 contains 183204 members 
Mstep: Class 15 contains 31429 members 
Mstep: Class 16 contains 12385 members 
Mstep: Class 17 contains 10450 members 
Mstep: Class 18 contains 9722 members 
Mstep: Class 19 contains 62923 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759840.000000 Penalty: 67761.929688
Iteration 114Q: 21 clusters Score -1.047598e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63193 members 
Mstep: Class 3 contains 14158 members 
Mstep: Class 4 contains 3732 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 3999 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 57085 members 
Mstep: Class 9 contains 40479 members 
Mstep: Class 10 contains 6626 members 
Mstep: Class 11 contains 312958 members 
Mstep: Class 12 contains 34069 members 
Mstep: Class 13 contains 5232 members 
Mstep: Class 14 contains 183187 members 
Mstep: Class 15 contains 31432 members 
Mstep: Class 16 contains 12386 members 
Mstep: Class 17 contains 10449 members 
Mstep: Class 18 contains 9727 members 
Mstep: Class 19 contains 62928 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759792.000000 Penalty: 67761.929688
Iteration 115Q: 21 clusters Score -1.047598e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63195 members 
Mstep: Class 3 contains 14158 members 
Mstep: Class 4 contains 3732 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4000 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 57080 members 
Mstep: Class 9 contains 40482 members 
Mstep: Class 10 contains 6626 members 
Mstep: Class 11 contains 312960 members 
Mstep: Class 12 contains 34066 members 
Mstep: Class 13 contains 5232 members 
Mstep: Class 14 contains 183162 members 
Mstep: Class 15 contains 31430 members 
Mstep: Class 16 contains 12387 members 
Mstep: Class 17 contains 10449 members 
Mstep: Class 18 contains 9736 members 
Mstep: Class 19 contains 62945 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759808.000000 Penalty: 67761.929688
Iteration 116Q: 21 clusters Score -1.047598e+08 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63200 members 
Mstep: Class 3 contains 14159 members 
Mstep: Class 4 contains 3732 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4001 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 57076 members 
Mstep: Class 9 contains 40480 members 
Mstep: Class 10 contains 6626 members 
Mstep: Class 11 contains 312960 members 
Mstep: Class 12 contains 34066 members 
Mstep: Class 13 contains 5232 members 
Mstep: Class 14 contains 183148 members 
Mstep: Class 15 contains 31421 members 
Mstep: Class 16 contains 12386 members 
Mstep: Class 17 contains 10449 members 
Mstep: Class 18 contains 9746 members 
Mstep: Class 19 contains 62958 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759824.000000 Penalty: 67761.929688
Iteration 117Q: 21 clusters Score -1.047598e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63196 members 
Mstep: Class 3 contains 14159 members 
Mstep: Class 4 contains 3732 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4002 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 57073 members 
Mstep: Class 9 contains 40482 members 
Mstep: Class 10 contains 6626 members 
Mstep: Class 11 contains 312954 members 
Mstep: Class 12 contains 34068 members 
Mstep: Class 13 contains 5233 members 
Mstep: Class 14 contains 183143 members 
Mstep: Class 15 contains 31413 members 
Mstep: Class 16 contains 12386 members 
Mstep: Class 17 contains 10449 members 
Mstep: Class 18 contains 9751 members 
Mstep: Class 19 contains 62973 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759744.000000 Penalty: 67761.929688
Iteration 118Q: 21 clusters Score -1.047597e+08 nChanged 138
Entering ConstructFrom: 
Score: -104759744.000000 Penalty: 67761.929688
Entering ConstructFrom: 
Trying to split cluster 1 (1339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Entering Unmasked Estep 
Score: -153111.625000 Penalty: 1785.520264
	Iteration 0F: 2 clusters Score -153111.6 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 687 members 
Entering Unmasked Estep 
Score: -150956.453125 Penalty: 3571.040527
	Iteration 0F: 3 clusters Score -150956.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -151509.593750 Penalty: 3571.040527
	Iteration 1F: 3 clusters Score -151509.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -151794.484375 Penalty: 3571.040527
	Iteration 2F: 3 clusters Score -151794.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -152010.562500 Penalty: 3571.040527
	Iteration 3F: 3 clusters Score -152010.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -152255.078125 Penalty: 3571.040527
	Iteration 4F: 3 clusters Score -152255.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -152434.234375 Penalty: 3571.040527
	Iteration 5F: 3 clusters Score -152434.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -152548.875000 Penalty: 3571.040527
	Iteration 6Q: 3 clusters Score -152548.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -152616.031250 Penalty: 3571.040527
	Iteration 7Q: 3 clusters Score -152616 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -152655.031250 Penalty: 3571.040527
	Iteration 8Q: 3 clusters Score -152655 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -152677.390625 Penalty: 3571.040527
	Iteration 9Q: 3 clusters Score -152677.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -152693.109375 Penalty: 3571.040527
	Iteration 10Q: 3 clusters Score -152693.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -152697.484375 Penalty: 3571.040527
	Iteration 11Q: 3 clusters Score -152697.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -152724.750000 Penalty: 3571.040527
	Iteration 12Q: 3 clusters Score -152724.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -152740.390625 Penalty: 3571.040527
	Iteration 13Q: 3 clusters Score -152740.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -152753.000000 Penalty: 3571.040527
	Iteration 14Q: 3 clusters Score -152753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -152755.906250 Penalty: 3571.040527
	Iteration 15Q: 3 clusters Score -152755.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -152756.343750 Penalty: 3571.040527
	Iteration 16Q: 3 clusters Score -152756.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -152756.343750 Penalty: 3571.040527
	Iteration 17F: 3 clusters Score -152756.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (63191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63191 members 
Entering Unmasked Estep 
Score: -7965904.500000 Penalty: 2741.371338
	Iteration 0F: 2 clusters Score -7965904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 31670 members 
Entering Unmasked Estep 
Score: -7923486.500000 Penalty: 5482.742676
	Iteration 0F: 3 clusters Score -7923486 nChanged 29397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 31991 members 
Entering Unmasked Estep 
Score: -7939724.500000 Penalty: 5482.742676
	Iteration 1F: 3 clusters Score -7939724 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 32282 members 
Entering Unmasked Estep 
Score: -7940193.500000 Penalty: 5482.742676
	Iteration 2Q: 3 clusters Score -7940194 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 32675 members 
Entering Unmasked Estep 
Score: -7940635.500000 Penalty: 5482.742676
	Iteration 3Q: 3 clusters Score -7940636 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29948 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -7941044.500000 Penalty: 5482.742676
	Iteration 4Q: 3 clusters Score -7941044 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -7941563.500000 Penalty: 5482.742676
	Iteration 5Q: 3 clusters Score -7941564 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -7942256.000000 Penalty: 5482.742676
	Iteration 6Q: 3 clusters Score -7942256 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 37275 members 
Entering Unmasked Estep 
Score: -7943236.000000 Penalty: 5482.742676
	Iteration 7Q: 3 clusters Score -7943236 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 39742 members 
Entering Unmasked Estep 
Score: -7944733.500000 Penalty: 5482.742676
	Iteration 8Q: 3 clusters Score -7944734 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 43009 members 
Entering Unmasked Estep 
Score: -7947029.500000 Penalty: 5482.742676
	Iteration 9F: 3 clusters Score -7947030 nChanged 3994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 46833 members 
Entering Unmasked Estep 
Score: -7950132.500000 Penalty: 5482.742676
	Iteration 10F: 3 clusters Score -7950132 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 50857 members 
Entering Unmasked Estep 
Score: -7953702.000000 Penalty: 5482.742676
	Iteration 11F: 3 clusters Score -7953702 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 54367 members 
Entering Unmasked Estep 
Score: -7956806.500000 Penalty: 5482.742676
	Iteration 12F: 3 clusters Score -7956806 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 57015 members 
Entering Unmasked Estep 
Score: -7959210.500000 Penalty: 5482.742676
	Iteration 13Q: 3 clusters Score -7959210 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 58890 members 
Entering Unmasked Estep 
Score: -7960811.500000 Penalty: 5482.742676
	Iteration 14Q: 3 clusters Score -7960812 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 60095 members 
Entering Unmasked Estep 
Score: -7961875.000000 Penalty: 5482.742676
	Iteration 15Q: 3 clusters Score -7961875 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 60853 members 
Entering Unmasked Estep 
Score: -7962469.000000 Penalty: 5482.742676
	Iteration 16Q: 3 clusters Score -7962469 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 61323 members 
Entering Unmasked Estep 
Score: -7962852.500000 Penalty: 5482.742676
	Iteration 17Q: 3 clusters Score -7962852 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 61603 members 
Entering Unmasked Estep 
Score: -7963064.500000 Penalty: 5482.742676
	Iteration 18Q: 3 clusters Score -7963064 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 61783 members 
Entering Unmasked Estep 
Score: -7963228.500000 Penalty: 5482.742676
	Iteration 19Q: 3 clusters Score -7963228 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 61892 members 
Entering Unmasked Estep 
Score: -7963329.500000 Penalty: 5482.742676
	Iteration 20F: 3 clusters Score -7963330 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 61989 members 
Entering Unmasked Estep 
Score: -7963395.500000 Penalty: 5482.742676
	Iteration 21Q: 3 clusters Score -7963396 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 62064 members 
Entering Unmasked Estep 
Score: -7963450.500000 Penalty: 5482.742676
	Iteration 22Q: 3 clusters Score -7963450 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 62108 members 
Entering Unmasked Estep 
Score: -7963506.500000 Penalty: 5482.742676
	Iteration 23Q: 3 clusters Score -7963506 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 62151 members 
Entering Unmasked Estep 
Score: -7963543.500000 Penalty: 5482.742676
	Iteration 24Q: 3 clusters Score -7963544 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 62188 members 
Entering Unmasked Estep 
Score: -7963560.500000 Penalty: 5482.742676
	Iteration 25Q: 3 clusters Score -7963560 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 62214 members 
Entering Unmasked Estep 
Score: -7963581.000000 Penalty: 5482.742676
	Iteration 26Q: 3 clusters Score -7963581 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 62239 members 
Entering Unmasked Estep 
Score: -7963597.000000 Penalty: 5482.742676
	Iteration 27Q: 3 clusters Score -7963597 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 62254 members 
Entering Unmasked Estep 
Score: -7963611.000000 Penalty: 5482.742676
	Iteration 28Q: 3 clusters Score -7963611 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 62272 members 
Entering Unmasked Estep 
Score: -7963625.000000 Penalty: 5482.742676
	Iteration 29Q: 3 clusters Score -7963625 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 62286 members 
Entering Unmasked Estep 
Score: -7963625.000000 Penalty: 5482.742676
	Iteration 30Q: 3 clusters Score -7963625 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 62295 members 
Entering Unmasked Estep 
Score: -7963625.500000 Penalty: 5482.742676
	Iteration 31Q: 3 clusters Score -7963626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 62303 members 
Entering Unmasked Estep 
Score: -7963629.500000 Penalty: 5482.742676
	Iteration 32Q: 3 clusters Score -7963630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 62303 members 
Entering Unmasked Estep 
Score: -7963633.000000 Penalty: 5482.742676
	Iteration 33Q: 3 clusters Score -7963633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 62307 members 
Entering Unmasked Estep 
Score: -7963633.000000 Penalty: 5482.742676
	Iteration 34Q: 3 clusters Score -7963633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 62312 members 
Entering Unmasked Estep 
Score: -7963634.000000 Penalty: 5482.742676
	Iteration 35Q: 3 clusters Score -7963634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 62315 members 
Entering Unmasked Estep 
Score: -7963647.000000 Penalty: 5482.742676
	Iteration 36Q: 3 clusters Score -7963647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 62321 members 
Entering Unmasked Estep 
Score: -7963647.500000 Penalty: 5482.742676
	Iteration 37Q: 3 clusters Score -7963648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 62328 members 
Entering Unmasked Estep 
Score: -7963662.000000 Penalty: 5482.742676
	Iteration 38Q: 3 clusters Score -7963662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 62334 members 
Entering Unmasked Estep 
Score: -7963661.000000 Penalty: 5482.742676
	Iteration 39Q: 3 clusters Score -7963661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 62338 members 
Entering Unmasked Estep 
Score: -7963663.500000 Penalty: 5482.742676
	Iteration 40F: 3 clusters Score -7963664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 62343 members 
Entering Unmasked Estep 
Score: -7963659.000000 Penalty: 5482.742676
	Iteration 41Q: 3 clusters Score -7963659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 62348 members 
Entering Unmasked Estep 
Score: -7963660.000000 Penalty: 5482.742676
	Iteration 42Q: 3 clusters Score -7963660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 62353 members 
Entering Unmasked Estep 
Score: -7963666.000000 Penalty: 5482.742676
	Iteration 43Q: 3 clusters Score -7963666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 62355 members 
Entering Unmasked Estep 
Score: -7963670.000000 Penalty: 5482.742676
	Iteration 44Q: 3 clusters Score -7963670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 62360 members 
Entering Unmasked Estep 
Score: -7963670.500000 Penalty: 5482.742676
	Iteration 45Q: 3 clusters Score -7963670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 62362 members 
Entering Unmasked Estep 
Score: -7963669.000000 Penalty: 5482.742676
	Iteration 46Q: 3 clusters Score -7963669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 62363 members 
Entering Unmasked Estep 
Score: -7963671.500000 Penalty: 5482.742676
	Iteration 47Q: 3 clusters Score -7963672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 62363 members 
Entering Unmasked Estep 
Score: -7963671.000000 Penalty: 5482.742676
	Iteration 48Q: 3 clusters Score -7963671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 62364 members 
Entering Unmasked Estep 
Score: -7963675.000000 Penalty: 5482.742676
	Iteration 49Q: 3 clusters Score -7963675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 62364 members 
Entering Unmasked Estep 
Score: -7963676.500000 Penalty: 5482.742676
	Iteration 50Q: 3 clusters Score -7963676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 62365 members 
Entering Unmasked Estep 
Score: -7963675.000000 Penalty: 5482.742676
	Iteration 51Q: 3 clusters Score -7963675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 62367 members 
Entering Unmasked Estep 
Score: -7963678.500000 Penalty: 5482.742676
	Iteration 52Q: 3 clusters Score -7963678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 62367 members 
Entering Unmasked Estep 
Score: -7963678.500000 Penalty: 5482.742676
	Iteration 53F: 3 clusters Score -7963678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Entering Unmasked Estep 
Score: -1763796.750000 Penalty: 2370.357666
	Iteration 0F: 2 clusters Score -1763797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1753437.875000 Penalty: 4740.715332
	Iteration 0F: 3 clusters Score -1753438 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1756724.500000 Penalty: 4740.715332
	Iteration 1F: 3 clusters Score -1756724 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1757103.000000 Penalty: 4740.715332
	Iteration 2F: 3 clusters Score -1757103 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -1757392.750000 Penalty: 4740.715332
	Iteration 3Q: 3 clusters Score -1757393 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1757688.000000 Penalty: 4740.715332
	Iteration 4Q: 3 clusters Score -1757688 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1758017.250000 Penalty: 4740.715332
	Iteration 5Q: 3 clusters Score -1758017 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1758378.000000 Penalty: 4740.715332
	Iteration 6Q: 3 clusters Score -1758378 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -1758773.375000 Penalty: 4740.715332
	Iteration 7Q: 3 clusters Score -1758773 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1759205.875000 Penalty: 4740.715332
	Iteration 8Q: 3 clusters Score -1759206 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1759642.500000 Penalty: 4740.715332
	Iteration 9Q: 3 clusters Score -1759642 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1760110.375000 Penalty: 4740.715332
	Iteration 10Q: 3 clusters Score -1760110 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -1760464.875000 Penalty: 4740.715332
	Iteration 11Q: 3 clusters Score -1760465 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1760734.875000 Penalty: 4740.715332
	Iteration 12Q: 3 clusters Score -1760735 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -1760924.125000 Penalty: 4740.715332
	Iteration 13Q: 3 clusters Score -1760924 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -1761072.875000 Penalty: 4740.715332
	Iteration 14Q: 3 clusters Score -1761073 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1761175.625000 Penalty: 4740.715332
	Iteration 15Q: 3 clusters Score -1761176 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -1761295.375000 Penalty: 4740.715332
	Iteration 16Q: 3 clusters Score -1761295 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1761409.500000 Penalty: 4740.715332
	Iteration 17Q: 3 clusters Score -1761410 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -1761523.000000 Penalty: 4740.715332
	Iteration 18Q: 3 clusters Score -1761523 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -1761594.125000 Penalty: 4740.715332
	Iteration 19Q: 3 clusters Score -1761594 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -1761648.000000 Penalty: 4740.715332
	Iteration 20F: 3 clusters Score -1761648 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1761688.875000 Penalty: 4740.715332
	Iteration 21Q: 3 clusters Score -1761689 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -1761722.625000 Penalty: 4740.715332
	Iteration 22Q: 3 clusters Score -1761723 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -1761760.875000 Penalty: 4740.715332
	Iteration 23Q: 3 clusters Score -1761761 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1761781.125000 Penalty: 4740.715332
	Iteration 24Q: 3 clusters Score -1761781 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1761798.750000 Penalty: 4740.715332
	Iteration 25Q: 3 clusters Score -1761799 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -1761816.375000 Penalty: 4740.715332
	Iteration 26Q: 3 clusters Score -1761816 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -1761828.000000 Penalty: 4740.715332
	Iteration 27Q: 3 clusters Score -1761828 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1761830.125000 Penalty: 4740.715332
	Iteration 28Q: 3 clusters Score -1761830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1761830.125000 Penalty: 4740.715332
	Iteration 29Q: 3 clusters Score -1761830 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -1761839.000000 Penalty: 4740.715332
	Iteration 30Q: 3 clusters Score -1761839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1761835.750000 Penalty: 4740.715332
	Iteration 31Q: 3 clusters Score -1761836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -1761838.250000 Penalty: 4740.715332
	Iteration 32Q: 3 clusters Score -1761838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1761842.750000 Penalty: 4740.715332
	Iteration 33Q: 3 clusters Score -1761843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -1761840.625000 Penalty: 4740.715332
	Iteration 34Q: 3 clusters Score -1761841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1761844.375000 Penalty: 4740.715332
	Iteration 35Q: 3 clusters Score -1761844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -1761843.125000 Penalty: 4740.715332
	Iteration 36Q: 3 clusters Score -1761843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1761842.250000 Penalty: 4740.715332
	Iteration 37Q: 3 clusters Score -1761842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1761844.250000 Penalty: 4740.715332
	Iteration 38Q: 3 clusters Score -1761844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1761843.875000 Penalty: 4740.715332
	Iteration 39Q: 3 clusters Score -1761844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1761843.375000 Penalty: 4740.715332
	Iteration 40F: 3 clusters Score -1761843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1761844.625000 Penalty: 4740.715332
	Iteration 41Q: 3 clusters Score -1761845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1761845.750000 Penalty: 4740.715332
	Iteration 42Q: 3 clusters Score -1761846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1761843.625000 Penalty: 4740.715332
	Iteration 43Q: 3 clusters Score -1761844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1761846.000000 Penalty: 4740.715332
	Iteration 44Q: 3 clusters Score -1761846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1761846.250000 Penalty: 4740.715332
	Iteration 45Q: 3 clusters Score -1761846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1761848.500000 Penalty: 4740.715332
	Iteration 46Q: 3 clusters Score -1761848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -1761847.000000 Penalty: 4740.715332
	Iteration 47Q: 3 clusters Score -1761847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1761849.625000 Penalty: 4740.715332
	Iteration 48Q: 3 clusters Score -1761850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1761849.625000 Penalty: 4740.715332
	Iteration 49Q: 3 clusters Score -1761850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1761849.250000 Penalty: 4740.715332
	Iteration 50Q: 3 clusters Score -1761849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1761848.625000 Penalty: 4740.715332
	Iteration 51Q: 3 clusters Score -1761849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1761849.625000 Penalty: 4740.715332
	Iteration 52Q: 3 clusters Score -1761850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1761848.125000 Penalty: 4740.715332
	Iteration 53Q: 3 clusters Score -1761848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -1761849.625000 Penalty: 4740.715332
	Iteration 54Q: 3 clusters Score -1761850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1761851.375000 Penalty: 4740.715332
	Iteration 55Q: 3 clusters Score -1761851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1761851.375000 Penalty: 4740.715332
	Iteration 56F: 3 clusters Score -1761851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Entering Unmasked Estep 
Score: -440888.906250 Penalty: 2039.725586
	Iteration 0F: 2 clusters Score -440888.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -437152.687500 Penalty: 4079.451172
	Iteration 0F: 3 clusters Score -437152.7 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -438040.812500 Penalty: 4079.451172
	Iteration 1F: 3 clusters Score -438040.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -438242.656250 Penalty: 4079.451172
	Iteration 2F: 3 clusters Score -438242.7 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -438377.750000 Penalty: 4079.451172
	Iteration 3F: 3 clusters Score -438377.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -438478.187500 Penalty: 4079.451172
	Iteration 4Q: 3 clusters Score -438478.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -438549.562500 Penalty: 4079.451172
	Iteration 5Q: 3 clusters Score -438549.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -438608.500000 Penalty: 4079.451172
	Iteration 6Q: 3 clusters Score -438608.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -438666.187500 Penalty: 4079.451172
	Iteration 7Q: 3 clusters Score -438666.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -438709.750000 Penalty: 4079.451172
	Iteration 8Q: 3 clusters Score -438709.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -438743.156250 Penalty: 4079.451172
	Iteration 9Q: 3 clusters Score -438743.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -438771.718750 Penalty: 4079.451172
	Iteration 10Q: 3 clusters Score -438771.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -438809.468750 Penalty: 4079.451172
	Iteration 11Q: 3 clusters Score -438809.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -438849.500000 Penalty: 4079.451172
	Iteration 12Q: 3 clusters Score -438849.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -438892.093750 Penalty: 4079.451172
	Iteration 13Q: 3 clusters Score -438892.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -438941.593750 Penalty: 4079.451172
	Iteration 14Q: 3 clusters Score -438941.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -438989.875000 Penalty: 4079.451172
	Iteration 15Q: 3 clusters Score -438989.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -439033.093750 Penalty: 4079.451172
	Iteration 16Q: 3 clusters Score -439033.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -439067.218750 Penalty: 4079.451172
	Iteration 17Q: 3 clusters Score -439067.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -439092.625000 Penalty: 4079.451172
	Iteration 18Q: 3 clusters Score -439092.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -439114.468750 Penalty: 4079.451172
	Iteration 19Q: 3 clusters Score -439114.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -439133.000000 Penalty: 4079.451172
	Iteration 20F: 3 clusters Score -439133 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -439143.687500 Penalty: 4079.451172
	Iteration 21Q: 3 clusters Score -439143.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -439157.406250 Penalty: 4079.451172
	Iteration 22Q: 3 clusters Score -439157.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -439169.781250 Penalty: 4079.451172
	Iteration 23Q: 3 clusters Score -439169.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -439183.500000 Penalty: 4079.451172
	Iteration 24Q: 3 clusters Score -439183.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -439196.687500 Penalty: 4079.451172
	Iteration 25Q: 3 clusters Score -439196.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -439210.843750 Penalty: 4079.451172
	Iteration 26Q: 3 clusters Score -439210.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -439216.531250 Penalty: 4079.451172
	Iteration 27Q: 3 clusters Score -439216.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -439221.656250 Penalty: 4079.451172
	Iteration 28Q: 3 clusters Score -439221.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -439226.406250 Penalty: 4079.451172
	Iteration 29Q: 3 clusters Score -439226.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -439230.187500 Penalty: 4079.451172
	Iteration 30Q: 3 clusters Score -439230.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -439232.656250 Penalty: 4079.451172
	Iteration 31Q: 3 clusters Score -439232.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -439232.812500 Penalty: 4079.451172
	Iteration 32Q: 3 clusters Score -439232.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -439233.343750 Penalty: 4079.451172
	Iteration 33Q: 3 clusters Score -439233.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -439233.687500 Penalty: 4079.451172
	Iteration 34Q: 3 clusters Score -439233.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -439235.531250 Penalty: 4079.451172
	Iteration 35Q: 3 clusters Score -439235.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -439235.687500 Penalty: 4079.451172
	Iteration 36Q: 3 clusters Score -439235.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -439234.937500 Penalty: 4079.451172
	Iteration 37Q: 3 clusters Score -439234.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -439236.687500 Penalty: 4079.451172
	Iteration 38Q: 3 clusters Score -439236.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -439237.218750 Penalty: 4079.451172
	Iteration 39Q: 3 clusters Score -439237.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -439237.437500 Penalty: 4079.451172
	Iteration 40F: 3 clusters Score -439237.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Entering Unmasked Estep 
Score: -154115.625000 Penalty: 1782.726318
	Iteration 0F: 2 clusters Score -154115.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -151998.765625 Penalty: 3565.452637
	Iteration 0F: 3 clusters Score -151998.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -152424.890625 Penalty: 3565.452637
	Iteration 1F: 3 clusters Score -152424.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -152577.046875 Penalty: 3565.452637
	Iteration 2F: 3 clusters Score -152577 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -152673.484375 Penalty: 3565.452637
	Iteration 3F: 3 clusters Score -152673.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -152758.562500 Penalty: 3565.452637
	Iteration 4Q: 3 clusters Score -152758.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -152828.671875 Penalty: 3565.452637
	Iteration 5Q: 3 clusters Score -152828.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -152920.234375 Penalty: 3565.452637
	Iteration 6Q: 3 clusters Score -152920.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -152970.093750 Penalty: 3565.452637
	Iteration 7Q: 3 clusters Score -152970.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -153027.375000 Penalty: 3565.452637
	Iteration 8Q: 3 clusters Score -153027.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -153061.609375 Penalty: 3565.452637
	Iteration 9Q: 3 clusters Score -153061.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -153093.968750 Penalty: 3565.452637
	Iteration 10Q: 3 clusters Score -153094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -153121.953125 Penalty: 3565.452637
	Iteration 11Q: 3 clusters Score -153122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -153140.125000 Penalty: 3565.452637
	Iteration 12Q: 3 clusters Score -153140.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -153160.718750 Penalty: 3565.452637
	Iteration 13Q: 3 clusters Score -153160.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -153177.718750 Penalty: 3565.452637
	Iteration 14Q: 3 clusters Score -153177.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -153204.828125 Penalty: 3565.452637
	Iteration 15Q: 3 clusters Score -153204.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -153212.156250 Penalty: 3565.452637
	Iteration 16Q: 3 clusters Score -153212.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -153216.593750 Penalty: 3565.452637
	Iteration 17Q: 3 clusters Score -153216.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -153221.359375 Penalty: 3565.452637
	Iteration 18Q: 3 clusters Score -153221.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -153223.343750 Penalty: 3565.452637
	Iteration 19Q: 3 clusters Score -153223.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -153230.937500 Penalty: 3565.452637
	Iteration 20F: 3 clusters Score -153230.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -153241.718750 Penalty: 3565.452637
	Iteration 21Q: 3 clusters Score -153241.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -153248.812500 Penalty: 3565.452637
	Iteration 22Q: 3 clusters Score -153248.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -153255.468750 Penalty: 3565.452637
	Iteration 23Q: 3 clusters Score -153255.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -153260.078125 Penalty: 3565.452637
	Iteration 24Q: 3 clusters Score -153260.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -153262.015625 Penalty: 3565.452637
	Iteration 25Q: 3 clusters Score -153262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -153263.296875 Penalty: 3565.452637
	Iteration 26Q: 3 clusters Score -153263.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -153264.031250 Penalty: 3565.452637
	Iteration 27Q: 3 clusters Score -153264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -153265.578125 Penalty: 3565.452637
	Iteration 28Q: 3 clusters Score -153265.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -153268.296875 Penalty: 3565.452637
	Iteration 29Q: 3 clusters Score -153268.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -153271.796875 Penalty: 3565.452637
	Iteration 30Q: 3 clusters Score -153271.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -153273.328125 Penalty: 3565.452637
	Iteration 31Q: 3 clusters Score -153273.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -153273.328125 Penalty: 3565.452637
	Iteration 32F: 3 clusters Score -153273.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -507050.406250 Penalty: 2057.172119
	Iteration 0F: 2 clusters Score -507050.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -503089.000000 Penalty: 4114.344238
	Iteration 0F: 3 clusters Score -503089 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -503943.625000 Penalty: 4114.344238
	Iteration 1F: 3 clusters Score -503943.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -504136.468750 Penalty: 4114.344238
	Iteration 2F: 3 clusters Score -504136.5 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -504268.718750 Penalty: 4114.344238
	Iteration 3F: 3 clusters Score -504268.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -504367.906250 Penalty: 4114.344238
	Iteration 4Q: 3 clusters Score -504367.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -504444.718750 Penalty: 4114.344238
	Iteration 5Q: 3 clusters Score -504444.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -504519.937500 Penalty: 4114.344238
	Iteration 6Q: 3 clusters Score -504519.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -504586.781250 Penalty: 4114.344238
	Iteration 7Q: 3 clusters Score -504586.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -504645.562500 Penalty: 4114.344238
	Iteration 8Q: 3 clusters Score -504645.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -504701.562500 Penalty: 4114.344238
	Iteration 9Q: 3 clusters Score -504701.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -504752.468750 Penalty: 4114.344238
	Iteration 10Q: 3 clusters Score -504752.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -504792.343750 Penalty: 4114.344238
	Iteration 11Q: 3 clusters Score -504792.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -504831.156250 Penalty: 4114.344238
	Iteration 12Q: 3 clusters Score -504831.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -504867.687500 Penalty: 4114.344238
	Iteration 13Q: 3 clusters Score -504867.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -504904.062500 Penalty: 4114.344238
	Iteration 14Q: 3 clusters Score -504904.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -504936.312500 Penalty: 4114.344238
	Iteration 15Q: 3 clusters Score -504936.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -504967.125000 Penalty: 4114.344238
	Iteration 16Q: 3 clusters Score -504967.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -504987.906250 Penalty: 4114.344238
	Iteration 17Q: 3 clusters Score -504987.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -505011.156250 Penalty: 4114.344238
	Iteration 18Q: 3 clusters Score -505011.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -505032.000000 Penalty: 4114.344238
	Iteration 19Q: 3 clusters Score -505032 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -505047.968750 Penalty: 4114.344238
	Iteration 20F: 3 clusters Score -505048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -505061.125000 Penalty: 4114.344238
	Iteration 21Q: 3 clusters Score -505061.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -505075.656250 Penalty: 4114.344238
	Iteration 22Q: 3 clusters Score -505075.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -505092.062500 Penalty: 4114.344238
	Iteration 23Q: 3 clusters Score -505092.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -505104.687500 Penalty: 4114.344238
	Iteration 24Q: 3 clusters Score -505104.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -505111.750000 Penalty: 4114.344238
	Iteration 25Q: 3 clusters Score -505111.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -505119.375000 Penalty: 4114.344238
	Iteration 26Q: 3 clusters Score -505119.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -505124.437500 Penalty: 4114.344238
	Iteration 27Q: 3 clusters Score -505124.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -505130.687500 Penalty: 4114.344238
	Iteration 28Q: 3 clusters Score -505130.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -505134.843750 Penalty: 4114.344238
	Iteration 29Q: 3 clusters Score -505134.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -505136.562500 Penalty: 4114.344238
	Iteration 30Q: 3 clusters Score -505136.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -505135.906250 Penalty: 4114.344238
	Iteration 31Q: 3 clusters Score -505135.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -505136.000000 Penalty: 4114.344238
	Iteration 32Q: 3 clusters Score -505136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -505136.000000 Penalty: 4114.344238
	Iteration 33F: 3 clusters Score -505136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Entering Unmasked Estep 
Score: -260377.218750 Penalty: 1906.963989
	Iteration 0F: 2 clusters Score -260377.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -257643.718750 Penalty: 3813.927979
	Iteration 0F: 3 clusters Score -257643.7 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -258143.390625 Penalty: 3813.927979
	Iteration 1F: 3 clusters Score -258143.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -258287.984375 Penalty: 3813.927979
	Iteration 2F: 3 clusters Score -258288 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -258415.265625 Penalty: 3813.927979
	Iteration 3F: 3 clusters Score -258415.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -258546.156250 Penalty: 3813.927979
	Iteration 4Q: 3 clusters Score -258546.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -258698.531250 Penalty: 3813.927979
	Iteration 5Q: 3 clusters Score -258698.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -258880.640625 Penalty: 3813.927979
	Iteration 6Q: 3 clusters Score -258880.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -259088.406250 Penalty: 3813.927979
	Iteration 7F: 3 clusters Score -259088.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -259321.968750 Penalty: 3813.927979
	Iteration 8F: 3 clusters Score -259322 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -259531.125000 Penalty: 3813.927979
	Iteration 9F: 3 clusters Score -259531.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -259673.468750 Penalty: 3813.927979
	Iteration 10Q: 3 clusters Score -259673.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -259750.359375 Penalty: 3813.927979
	Iteration 11Q: 3 clusters Score -259750.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -259796.859375 Penalty: 3813.927979
	Iteration 12Q: 3 clusters Score -259796.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -259813.406250 Penalty: 3813.927979
	Iteration 13Q: 3 clusters Score -259813.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -259831.562500 Penalty: 3813.927979
	Iteration 14Q: 3 clusters Score -259831.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -259839.937500 Penalty: 3813.927979
	Iteration 15Q: 3 clusters Score -259839.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -259842.265625 Penalty: 3813.927979
	Iteration 16Q: 3 clusters Score -259842.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -259844.703125 Penalty: 3813.927979
	Iteration 17Q: 3 clusters Score -259844.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -259846.062500 Penalty: 3813.927979
	Iteration 18Q: 3 clusters Score -259846.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -259847.437500 Penalty: 3813.927979
	Iteration 19Q: 3 clusters Score -259847.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -259849.171875 Penalty: 3813.927979
	Iteration 20F: 3 clusters Score -259849.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -259850.156250 Penalty: 3813.927979
	Iteration 21Q: 3 clusters Score -259850.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -259850.156250 Penalty: 3813.927979
	Iteration 22F: 3 clusters Score -259850.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (57068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57068 members 
Entering Unmasked Estep 
Score: -6921840.000000 Penalty: 2716.095703
	Iteration 0F: 2 clusters Score -6921840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 28445 members 
Entering Unmasked Estep 
Score: -6883462.000000 Penalty: 5432.191406
	Iteration 0F: 3 clusters Score -6883462 nChanged 26536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 27961 members 
Entering Unmasked Estep 
Score: -6898331.500000 Penalty: 5432.191406
	Iteration 1F: 3 clusters Score -6898332 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29260 members 
Mstep: Class 2 contains 27808 members 
Entering Unmasked Estep 
Score: -6898857.500000 Penalty: 5432.191406
	Iteration 2Q: 3 clusters Score -6898858 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -6899331.000000 Penalty: 5432.191406
	Iteration 3Q: 3 clusters Score -6899331 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29894 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -6899754.000000 Penalty: 5432.191406
	Iteration 4Q: 3 clusters Score -6899754 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30428 members 
Mstep: Class 2 contains 26640 members 
Entering Unmasked Estep 
Score: -6900161.500000 Penalty: 5432.191406
	Iteration 5Q: 3 clusters Score -6900162 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31239 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -6900637.000000 Penalty: 5432.191406
	Iteration 6Q: 3 clusters Score -6900637 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32377 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -6901370.500000 Penalty: 5432.191406
	Iteration 7Q: 3 clusters Score -6901370 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33965 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -6902309.500000 Penalty: 5432.191406
	Iteration 8Q: 3 clusters Score -6902310 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36004 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -6903618.500000 Penalty: 5432.191406
	Iteration 9Q: 3 clusters Score -6903618 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -6905408.000000 Penalty: 5432.191406
	Iteration 10Q: 3 clusters Score -6905408 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41401 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -6907582.500000 Penalty: 5432.191406
	Iteration 11F: 3 clusters Score -6907582 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44512 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -6909938.500000 Penalty: 5432.191406
	Iteration 12F: 3 clusters Score -6909938 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47526 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -6912300.500000 Penalty: 5432.191406
	Iteration 13F: 3 clusters Score -6912300 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50169 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -6914472.500000 Penalty: 5432.191406
	Iteration 14Q: 3 clusters Score -6914472 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52344 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -6916178.500000 Penalty: 5432.191406
	Iteration 15Q: 3 clusters Score -6916178 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53900 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -6917396.000000 Penalty: 5432.191406
	Iteration 16Q: 3 clusters Score -6917396 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54938 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -6918218.500000 Penalty: 5432.191406
	Iteration 17Q: 3 clusters Score -6918218 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55560 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -6918702.500000 Penalty: 5432.191406
	Iteration 18Q: 3 clusters Score -6918702 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55933 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -6918998.000000 Penalty: 5432.191406
	Iteration 19Q: 3 clusters Score -6918998 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56126 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -6919176.500000 Penalty: 5432.191406
	Iteration 20F: 3 clusters Score -6919176 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56250 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -6919277.500000 Penalty: 5432.191406
	Iteration 21Q: 3 clusters Score -6919278 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56327 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -6919345.000000 Penalty: 5432.191406
	Iteration 22Q: 3 clusters Score -6919345 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56381 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -6919394.500000 Penalty: 5432.191406
	Iteration 23Q: 3 clusters Score -6919394 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56417 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -6919429.000000 Penalty: 5432.191406
	Iteration 24Q: 3 clusters Score -6919429 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56446 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -6919457.000000 Penalty: 5432.191406
	Iteration 25Q: 3 clusters Score -6919457 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56456 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -6919475.000000 Penalty: 5432.191406
	Iteration 26Q: 3 clusters Score -6919475 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56469 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -6919484.500000 Penalty: 5432.191406
	Iteration 27Q: 3 clusters Score -6919484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56477 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -6919499.000000 Penalty: 5432.191406
	Iteration 28Q: 3 clusters Score -6919499 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56488 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -6919523.000000 Penalty: 5432.191406
	Iteration 29Q: 3 clusters Score -6919523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56497 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -6919531.500000 Penalty: 5432.191406
	Iteration 30Q: 3 clusters Score -6919532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56502 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -6919547.000000 Penalty: 5432.191406
	Iteration 31Q: 3 clusters Score -6919547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56508 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -6919550.500000 Penalty: 5432.191406
	Iteration 32Q: 3 clusters Score -6919550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56509 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -6919547.000000 Penalty: 5432.191406
	Iteration 33Q: 3 clusters Score -6919547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56514 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -6919548.000000 Penalty: 5432.191406
	Iteration 34Q: 3 clusters Score -6919548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56516 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6919551.000000 Penalty: 5432.191406
	Iteration 35Q: 3 clusters Score -6919551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56515 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -6919552.000000 Penalty: 5432.191406
	Iteration 36Q: 3 clusters Score -6919552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56513 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -6919549.000000 Penalty: 5432.191406
	Iteration 37Q: 3 clusters Score -6919549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56513 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -6919549.000000 Penalty: 5432.191406
	Iteration 38Q: 3 clusters Score -6919549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56513 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -6919553.000000 Penalty: 5432.191406
	Iteration 39Q: 3 clusters Score -6919553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56516 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6919553.000000 Penalty: 5432.191406
	Iteration 40F: 3 clusters Score -6919553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56517 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -6919565.000000 Penalty: 5432.191406
	Iteration 41Q: 3 clusters Score -6919565 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56522 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -6919570.500000 Penalty: 5432.191406
	Iteration 42Q: 3 clusters Score -6919570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56525 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -6919580.500000 Penalty: 5432.191406
	Iteration 43Q: 3 clusters Score -6919580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56526 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -6919581.500000 Penalty: 5432.191406
	Iteration 44Q: 3 clusters Score -6919582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56525 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -6919580.500000 Penalty: 5432.191406
	Iteration 45Q: 3 clusters Score -6919580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56526 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -6919581.500000 Penalty: 5432.191406
	Iteration 46Q: 3 clusters Score -6919582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56526 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -6919581.500000 Penalty: 5432.191406
	Iteration 47F: 3 clusters Score -6919582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (40486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40486 members 
Entering Unmasked Estep 
Score: -5112905.000000 Penalty: 2630.960449
	Iteration 0F: 2 clusters Score -5112905 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 20339 members 
Entering Unmasked Estep 
Score: -5085530.000000 Penalty: 5261.920898
	Iteration 0F: 3 clusters Score -5085530 nChanged 18464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -5095496.500000 Penalty: 5261.920898
	Iteration 1F: 3 clusters Score -5095496 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -5095957.000000 Penalty: 5261.920898
	Iteration 2Q: 3 clusters Score -5095957 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 22514 members 
Entering Unmasked Estep 
Score: -5096459.000000 Penalty: 5261.920898
	Iteration 3Q: 3 clusters Score -5096459 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -5096996.000000 Penalty: 5261.920898
	Iteration 4Q: 3 clusters Score -5096996 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -5097757.000000 Penalty: 5261.920898
	Iteration 5Q: 3 clusters Score -5097757 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -5098926.500000 Penalty: 5261.920898
	Iteration 6F: 3 clusters Score -5098926 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 29293 members 
Entering Unmasked Estep 
Score: -5100699.500000 Penalty: 5261.920898
	Iteration 7F: 3 clusters Score -5100700 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -5103112.500000 Penalty: 5261.920898
	Iteration 8F: 3 clusters Score -5103112 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 35171 members 
Entering Unmasked Estep 
Score: -5105753.500000 Penalty: 5261.920898
	Iteration 9F: 3 clusters Score -5105754 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 37520 members 
Entering Unmasked Estep 
Score: -5108044.000000 Penalty: 5261.920898
	Iteration 10F: 3 clusters Score -5108044 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -5109347.500000 Penalty: 5261.920898
	Iteration 11Q: 3 clusters Score -5109348 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 39531 members 
Entering Unmasked Estep 
Score: -5109942.000000 Penalty: 5261.920898
	Iteration 12Q: 3 clusters Score -5109942 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -5110189.500000 Penalty: 5261.920898
	Iteration 13Q: 3 clusters Score -5110190 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 39940 members 
Entering Unmasked Estep 
Score: -5110346.000000 Penalty: 5261.920898
	Iteration 14Q: 3 clusters Score -5110346 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 40014 members 
Entering Unmasked Estep 
Score: -5110444.500000 Penalty: 5261.920898
	Iteration 15Q: 3 clusters Score -5110444 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 40060 members 
Entering Unmasked Estep 
Score: -5110497.500000 Penalty: 5261.920898
	Iteration 16Q: 3 clusters Score -5110498 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 40082 members 
Entering Unmasked Estep 
Score: -5110515.500000 Penalty: 5261.920898
	Iteration 17Q: 3 clusters Score -5110516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 40097 members 
Entering Unmasked Estep 
Score: -5110544.500000 Penalty: 5261.920898
	Iteration 18Q: 3 clusters Score -5110544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
Score: -5110547.500000 Penalty: 5261.920898
	Iteration 19Q: 3 clusters Score -5110548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 40114 members 
Entering Unmasked Estep 
Score: -5110560.000000 Penalty: 5261.920898
	Iteration 20F: 3 clusters Score -5110560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 40118 members 
Entering Unmasked Estep 
Score: -5110561.000000 Penalty: 5261.920898
	Iteration 21Q: 3 clusters Score -5110561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 40117 members 
Entering Unmasked Estep 
Score: -5110565.500000 Penalty: 5261.920898
	Iteration 22Q: 3 clusters Score -5110566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 40120 members 
Entering Unmasked Estep 
Score: -5110571.500000 Penalty: 5261.920898
	Iteration 23Q: 3 clusters Score -5110572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 40122 members 
Entering Unmasked Estep 
Score: -5110574.500000 Penalty: 5261.920898
	Iteration 24Q: 3 clusters Score -5110574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 40129 members 
Entering Unmasked Estep 
Score: -5110580.500000 Penalty: 5261.920898
	Iteration 25Q: 3 clusters Score -5110580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 40133 members 
Entering Unmasked Estep 
Score: -5110586.000000 Penalty: 5261.920898
	Iteration 26Q: 3 clusters Score -5110586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -5110594.500000 Penalty: 5261.920898
	Iteration 27Q: 3 clusters Score -5110594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -5110596.500000 Penalty: 5261.920898
	Iteration 28Q: 3 clusters Score -5110596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 40141 members 
Entering Unmasked Estep 
Score: -5110597.000000 Penalty: 5261.920898
	Iteration 29Q: 3 clusters Score -5110597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 40140 members 
Entering Unmasked Estep 
Score: -5110597.500000 Penalty: 5261.920898
	Iteration 30Q: 3 clusters Score -5110598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 40140 members 
Entering Unmasked Estep 
Score: -5110597.500000 Penalty: 5261.920898
	Iteration 31F: 3 clusters Score -5110598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Entering Unmasked Estep 
Score: -838138.625000 Penalty: 2182.091553
	Iteration 0F: 2 clusters Score -838138.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -832545.750000 Penalty: 4364.183105
	Iteration 0F: 3 clusters Score -832545.8 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -833953.000000 Penalty: 4364.183105
	Iteration 1F: 3 clusters Score -833953 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -834138.687500 Penalty: 4364.183105
	Iteration 2F: 3 clusters Score -834138.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -834262.125000 Penalty: 4364.183105
	Iteration 3Q: 3 clusters Score -834262.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -834368.250000 Penalty: 4364.183105
	Iteration 4Q: 3 clusters Score -834368.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -834445.875000 Penalty: 4364.183105
	Iteration 5Q: 3 clusters Score -834445.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -834513.125000 Penalty: 4364.183105
	Iteration 6Q: 3 clusters Score -834513.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -834566.312500 Penalty: 4364.183105
	Iteration 7Q: 3 clusters Score -834566.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -834607.000000 Penalty: 4364.183105
	Iteration 8Q: 3 clusters Score -834607 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -834639.875000 Penalty: 4364.183105
	Iteration 9Q: 3 clusters Score -834639.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -834675.000000 Penalty: 4364.183105
	Iteration 10Q: 3 clusters Score -834675 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -834703.500000 Penalty: 4364.183105
	Iteration 11Q: 3 clusters Score -834703.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -834726.937500 Penalty: 4364.183105
	Iteration 12Q: 3 clusters Score -834726.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -834745.250000 Penalty: 4364.183105
	Iteration 13Q: 3 clusters Score -834745.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -834766.250000 Penalty: 4364.183105
	Iteration 14Q: 3 clusters Score -834766.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -834785.750000 Penalty: 4364.183105
	Iteration 15Q: 3 clusters Score -834785.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -834812.812500 Penalty: 4364.183105
	Iteration 16Q: 3 clusters Score -834812.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -834841.562500 Penalty: 4364.183105
	Iteration 17Q: 3 clusters Score -834841.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -834874.562500 Penalty: 4364.183105
	Iteration 18Q: 3 clusters Score -834874.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -834911.875000 Penalty: 4364.183105
	Iteration 19Q: 3 clusters Score -834911.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -834952.000000 Penalty: 4364.183105
	Iteration 20F: 3 clusters Score -834952 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -834997.625000 Penalty: 4364.183105
	Iteration 21Q: 3 clusters Score -834997.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -835058.375000 Penalty: 4364.183105
	Iteration 22Q: 3 clusters Score -835058.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -835127.375000 Penalty: 4364.183105
	Iteration 23Q: 3 clusters Score -835127.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -835219.062500 Penalty: 4364.183105
	Iteration 24Q: 3 clusters Score -835219.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -835336.000000 Penalty: 4364.183105
	Iteration 25Q: 3 clusters Score -835336 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -835457.687500 Penalty: 4364.183105
	Iteration 26Q: 3 clusters Score -835457.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -835598.937500 Penalty: 4364.183105
	Iteration 27Q: 3 clusters Score -835598.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -835751.500000 Penalty: 4364.183105
	Iteration 28Q: 3 clusters Score -835751.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -835924.250000 Penalty: 4364.183105
	Iteration 29Q: 3 clusters Score -835924.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -836059.187500 Penalty: 4364.183105
	Iteration 30Q: 3 clusters Score -836059.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -836159.000000 Penalty: 4364.183105
	Iteration 31Q: 3 clusters Score -836159 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -836231.375000 Penalty: 4364.183105
	Iteration 32Q: 3 clusters Score -836231.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -836286.875000 Penalty: 4364.183105
	Iteration 33Q: 3 clusters Score -836286.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -836342.437500 Penalty: 4364.183105
	Iteration 34Q: 3 clusters Score -836342.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -836374.500000 Penalty: 4364.183105
	Iteration 35Q: 3 clusters Score -836374.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -836400.500000 Penalty: 4364.183105
	Iteration 36Q: 3 clusters Score -836400.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -836413.875000 Penalty: 4364.183105
	Iteration 37Q: 3 clusters Score -836413.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -836432.250000 Penalty: 4364.183105
	Iteration 38Q: 3 clusters Score -836432.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -836438.062500 Penalty: 4364.183105
	Iteration 39Q: 3 clusters Score -836438.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -836443.687500 Penalty: 4364.183105
	Iteration 40F: 3 clusters Score -836443.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -836447.750000 Penalty: 4364.183105
	Iteration 41Q: 3 clusters Score -836447.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -836450.125000 Penalty: 4364.183105
	Iteration 42Q: 3 clusters Score -836450.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -836450.125000 Penalty: 4364.183105
	Iteration 43F: 3 clusters Score -836450.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (312950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312950 members 
Entering Unmasked Estep 
Score: -38761388.000000 Penalty: 3138.142090
	Iteration 0F: 2 clusters Score -3.876139e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156644 members 
Mstep: Class 2 contains 156306 members 
Entering Unmasked Estep 
Score: -38575424.000000 Penalty: 6276.284180
	Iteration 0F: 3 clusters Score -3.857542e+07 nChanged 151767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160043 members 
Mstep: Class 2 contains 152907 members 
Entering Unmasked Estep 
Score: -38666400.000000 Penalty: 6276.284180
	Iteration 1F: 3 clusters Score -3.86664e+07 nChanged 9391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162244 members 
Mstep: Class 2 contains 150706 members 
Entering Unmasked Estep 
Score: -38669352.000000 Penalty: 6276.284180
	Iteration 2Q: 3 clusters Score -3.866935e+07 nChanged 10785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165171 members 
Mstep: Class 2 contains 147779 members 
Entering Unmasked Estep 
Score: -38673512.000000 Penalty: 6276.284180
	Iteration 3Q: 3 clusters Score -3.867351e+07 nChanged 12855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169054 members 
Mstep: Class 2 contains 143896 members 
Entering Unmasked Estep 
Score: -38679416.000000 Penalty: 6276.284180
	Iteration 4Q: 3 clusters Score -3.867942e+07 nChanged 15159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173575 members 
Mstep: Class 2 contains 139375 members 
Entering Unmasked Estep 
Score: -38687188.000000 Penalty: 6276.284180
	Iteration 5Q: 3 clusters Score -3.868719e+07 nChanged 17059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178364 members 
Mstep: Class 2 contains 134586 members 
Entering Unmasked Estep 
Score: -38696884.000000 Penalty: 6276.284180
	Iteration 6F: 3 clusters Score -3.869688e+07 nChanged 18329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183331 members 
Mstep: Class 2 contains 129619 members 
Entering Unmasked Estep 
Score: -38707252.000000 Penalty: 6276.284180
	Iteration 7F: 3 clusters Score -3.870725e+07 nChanged 18123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188230 members 
Mstep: Class 2 contains 124720 members 
Entering Unmasked Estep 
Score: -38717380.000000 Penalty: 6276.284180
	Iteration 8F: 3 clusters Score -3.871738e+07 nChanged 16694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192892 members 
Mstep: Class 2 contains 120058 members 
Entering Unmasked Estep 
Score: -38725904.000000 Penalty: 6276.284180
	Iteration 9F: 3 clusters Score -3.87259e+07 nChanged 13882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197324 members 
Mstep: Class 2 contains 115626 members 
Entering Unmasked Estep 
Score: -38731876.000000 Penalty: 6276.284180
	Iteration 10Q: 3 clusters Score -3.873188e+07 nChanged 10693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201487 members 
Mstep: Class 2 contains 111463 members 
Entering Unmasked Estep 
Score: -38735312.000000 Penalty: 6276.284180
	Iteration 11Q: 3 clusters Score -3.873531e+07 nChanged 7921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205390 members 
Mstep: Class 2 contains 107560 members 
Entering Unmasked Estep 
Score: -38736976.000000 Penalty: 6276.284180
	Iteration 12Q: 3 clusters Score -3.873698e+07 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208987 members 
Mstep: Class 2 contains 103963 members 
Entering Unmasked Estep 
Score: -38737608.000000 Penalty: 6276.284180
	Iteration 13Q: 3 clusters Score -3.873761e+07 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212381 members 
Mstep: Class 2 contains 100569 members 
Entering Unmasked Estep 
Score: -38738060.000000 Penalty: 6276.284180
	Iteration 14Q: 3 clusters Score -3.873806e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215530 members 
Mstep: Class 2 contains 97420 members 
Entering Unmasked Estep 
Score: -38738140.000000 Penalty: 6276.284180
	Iteration 15Q: 3 clusters Score -3.873814e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218429 members 
Mstep: Class 2 contains 94521 members 
Entering Unmasked Estep 
Score: -38737944.000000 Penalty: 6276.284180
	Iteration 16Q: 3 clusters Score -3.873794e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221052 members 
Mstep: Class 2 contains 91898 members 
Entering Unmasked Estep 
Score: -38738088.000000 Penalty: 6276.284180
	Iteration 17Q: 3 clusters Score -3.873809e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223414 members 
Mstep: Class 2 contains 89536 members 
Entering Unmasked Estep 
Score: -38738144.000000 Penalty: 6276.284180
	Iteration 18Q: 3 clusters Score -3.873814e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225571 members 
Mstep: Class 2 contains 87379 members 
Entering Unmasked Estep 
Score: -38738180.000000 Penalty: 6276.284180
	Iteration 19Q: 3 clusters Score -3.873818e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227499 members 
Mstep: Class 2 contains 85451 members 
Entering Unmasked Estep 
Score: -38738088.000000 Penalty: 6276.284180
	Iteration 20F: 3 clusters Score -3.873809e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229348 members 
Mstep: Class 2 contains 83602 members 
Entering Unmasked Estep 
Score: -38738224.000000 Penalty: 6276.284180
	Iteration 21Q: 3 clusters Score -3.873822e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231090 members 
Mstep: Class 2 contains 81860 members 
Entering Unmasked Estep 
Score: -38738216.000000 Penalty: 6276.284180
	Iteration 22Q: 3 clusters Score -3.873822e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232688 members 
Mstep: Class 2 contains 80262 members 
Entering Unmasked Estep 
Score: -38738340.000000 Penalty: 6276.284180
	Iteration 23Q: 3 clusters Score -3.873834e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234230 members 
Mstep: Class 2 contains 78720 members 
Entering Unmasked Estep 
Score: -38738308.000000 Penalty: 6276.284180
	Iteration 24Q: 3 clusters Score -3.873831e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235635 members 
Mstep: Class 2 contains 77315 members 
Entering Unmasked Estep 
Score: -38738228.000000 Penalty: 6276.284180
	Iteration 25Q: 3 clusters Score -3.873823e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236907 members 
Mstep: Class 2 contains 76043 members 
Entering Unmasked Estep 
Score: -38738172.000000 Penalty: 6276.284180
	Iteration 26Q: 3 clusters Score -3.873817e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238044 members 
Mstep: Class 2 contains 74906 members 
Entering Unmasked Estep 
Score: -38738164.000000 Penalty: 6276.284180
	Iteration 27Q: 3 clusters Score -3.873816e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239169 members 
Mstep: Class 2 contains 73781 members 
Entering Unmasked Estep 
Score: -38738248.000000 Penalty: 6276.284180
	Iteration 28Q: 3 clusters Score -3.873825e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240156 members 
Mstep: Class 2 contains 72794 members 
Entering Unmasked Estep 
Score: -38738300.000000 Penalty: 6276.284180
	Iteration 29Q: 3 clusters Score -3.87383e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241111 members 
Mstep: Class 2 contains 71839 members 
Entering Unmasked Estep 
Score: -38738264.000000 Penalty: 6276.284180
	Iteration 30Q: 3 clusters Score -3.873826e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242002 members 
Mstep: Class 2 contains 70948 members 
Entering Unmasked Estep 
Score: -38738256.000000 Penalty: 6276.284180
	Iteration 31Q: 3 clusters Score -3.873826e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242899 members 
Mstep: Class 2 contains 70051 members 
Entering Unmasked Estep 
Score: -38738316.000000 Penalty: 6276.284180
	Iteration 32Q: 3 clusters Score -3.873832e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243774 members 
Mstep: Class 2 contains 69176 members 
Entering Unmasked Estep 
Score: -38738236.000000 Penalty: 6276.284180
	Iteration 33Q: 3 clusters Score -3.873824e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244571 members 
Mstep: Class 2 contains 68379 members 
Entering Unmasked Estep 
Score: -38738280.000000 Penalty: 6276.284180
	Iteration 34Q: 3 clusters Score -3.873828e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245345 members 
Mstep: Class 2 contains 67605 members 
Entering Unmasked Estep 
Score: -38738280.000000 Penalty: 6276.284180
	Iteration 35Q: 3 clusters Score -3.873828e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246112 members 
Mstep: Class 2 contains 66838 members 
Entering Unmasked Estep 
Score: -38738472.000000 Penalty: 6276.284180
	Iteration 36Q: 3 clusters Score -3.873847e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246833 members 
Mstep: Class 2 contains 66117 members 
Entering Unmasked Estep 
Score: -38738544.000000 Penalty: 6276.284180
	Iteration 37Q: 3 clusters Score -3.873854e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247544 members 
Mstep: Class 2 contains 65406 members 
Entering Unmasked Estep 
Score: -38738564.000000 Penalty: 6276.284180
	Iteration 38Q: 3 clusters Score -3.873856e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248218 members 
Mstep: Class 2 contains 64732 members 
Entering Unmasked Estep 
Score: -38738444.000000 Penalty: 6276.284180
	Iteration 39Q: 3 clusters Score -3.873844e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248853 members 
Mstep: Class 2 contains 64097 members 
Entering Unmasked Estep 
Score: -38738524.000000 Penalty: 6276.284180
	Iteration 40F: 3 clusters Score -3.873852e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249479 members 
Mstep: Class 2 contains 63471 members 
Entering Unmasked Estep 
Score: -38738664.000000 Penalty: 6276.284180
	Iteration 41Q: 3 clusters Score -3.873866e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250100 members 
Mstep: Class 2 contains 62850 members 
Entering Unmasked Estep 
Score: -38738648.000000 Penalty: 6276.284180
	Iteration 42Q: 3 clusters Score -3.873865e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250762 members 
Mstep: Class 2 contains 62188 members 
Entering Unmasked Estep 
Score: -38738724.000000 Penalty: 6276.284180
	Iteration 43Q: 3 clusters Score -3.873872e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251388 members 
Mstep: Class 2 contains 61562 members 
Entering Unmasked Estep 
Score: -38738728.000000 Penalty: 6276.284180
	Iteration 44Q: 3 clusters Score -3.873873e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252039 members 
Mstep: Class 2 contains 60911 members 
Entering Unmasked Estep 
Score: -38738884.000000 Penalty: 6276.284180
	Iteration 45Q: 3 clusters Score -3.873888e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252670 members 
Mstep: Class 2 contains 60280 members 
Entering Unmasked Estep 
Score: -38738876.000000 Penalty: 6276.284180
	Iteration 46Q: 3 clusters Score -3.873888e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253379 members 
Mstep: Class 2 contains 59571 members 
Entering Unmasked Estep 
Score: -38738884.000000 Penalty: 6276.284180
	Iteration 47Q: 3 clusters Score -3.873888e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254085 members 
Mstep: Class 2 contains 58865 members 
Entering Unmasked Estep 
Score: -38739008.000000 Penalty: 6276.284180
	Iteration 48Q: 3 clusters Score -3.873901e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254790 members 
Mstep: Class 2 contains 58160 members 
Entering Unmasked Estep 
Score: -38739088.000000 Penalty: 6276.284180
	Iteration 49Q: 3 clusters Score -3.873909e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255461 members 
Mstep: Class 2 contains 57489 members 
Entering Unmasked Estep 
Score: -38739112.000000 Penalty: 6276.284180
	Iteration 50Q: 3 clusters Score -3.873911e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256130 members 
Mstep: Class 2 contains 56820 members 
Entering Unmasked Estep 
Score: -38739092.000000 Penalty: 6276.284180
	Iteration 51Q: 3 clusters Score -3.873909e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256763 members 
Mstep: Class 2 contains 56187 members 
Entering Unmasked Estep 
Score: -38739164.000000 Penalty: 6276.284180
	Iteration 52Q: 3 clusters Score -3.873916e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257466 members 
Mstep: Class 2 contains 55484 members 
Entering Unmasked Estep 
Score: -38739152.000000 Penalty: 6276.284180
	Iteration 53Q: 3 clusters Score -3.873915e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258173 members 
Mstep: Class 2 contains 54777 members 
Entering Unmasked Estep 
Score: -38739268.000000 Penalty: 6276.284180
	Iteration 54Q: 3 clusters Score -3.873927e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258921 members 
Mstep: Class 2 contains 54029 members 
Entering Unmasked Estep 
Score: -38739428.000000 Penalty: 6276.284180
	Iteration 55Q: 3 clusters Score -3.873943e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259618 members 
Mstep: Class 2 contains 53332 members 
Entering Unmasked Estep 
Score: -38739592.000000 Penalty: 6276.284180
	Iteration 56Q: 3 clusters Score -3.873959e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260313 members 
Mstep: Class 2 contains 52637 members 
Entering Unmasked Estep 
Score: -38739884.000000 Penalty: 6276.284180
	Iteration 57Q: 3 clusters Score -3.873988e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260971 members 
Mstep: Class 2 contains 51979 members 
Entering Unmasked Estep 
Score: -38740200.000000 Penalty: 6276.284180
	Iteration 58Q: 3 clusters Score -3.87402e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261660 members 
Mstep: Class 2 contains 51290 members 
Entering Unmasked Estep 
Score: -38740280.000000 Penalty: 6276.284180
	Iteration 59Q: 3 clusters Score -3.874028e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262409 members 
Mstep: Class 2 contains 50541 members 
Entering Unmasked Estep 
Score: -38740464.000000 Penalty: 6276.284180
	Iteration 60F: 3 clusters Score -3.874046e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263179 members 
Mstep: Class 2 contains 49771 members 
Entering Unmasked Estep 
Score: -38740620.000000 Penalty: 6276.284180
	Iteration 61Q: 3 clusters Score -3.874062e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263974 members 
Mstep: Class 2 contains 48976 members 
Entering Unmasked Estep 
Score: -38740724.000000 Penalty: 6276.284180
	Iteration 62Q: 3 clusters Score -3.874072e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264830 members 
Mstep: Class 2 contains 48120 members 
Entering Unmasked Estep 
Score: -38740952.000000 Penalty: 6276.284180
	Iteration 63Q: 3 clusters Score -3.874095e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265741 members 
Mstep: Class 2 contains 47209 members 
Entering Unmasked Estep 
Score: -38741012.000000 Penalty: 6276.284180
	Iteration 64Q: 3 clusters Score -3.874101e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266648 members 
Mstep: Class 2 contains 46302 members 
Entering Unmasked Estep 
Score: -38741236.000000 Penalty: 6276.284180
	Iteration 65Q: 3 clusters Score -3.874124e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267593 members 
Mstep: Class 2 contains 45357 members 
Entering Unmasked Estep 
Score: -38741588.000000 Penalty: 6276.284180
	Iteration 66Q: 3 clusters Score -3.874159e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268593 members 
Mstep: Class 2 contains 44357 members 
Entering Unmasked Estep 
Score: -38741884.000000 Penalty: 6276.284180
	Iteration 67Q: 3 clusters Score -3.874188e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269598 members 
Mstep: Class 2 contains 43352 members 
Entering Unmasked Estep 
Score: -38742132.000000 Penalty: 6276.284180
	Iteration 68Q: 3 clusters Score -3.874213e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270641 members 
Mstep: Class 2 contains 42309 members 
Entering Unmasked Estep 
Score: -38742436.000000 Penalty: 6276.284180
	Iteration 69Q: 3 clusters Score -3.874244e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271693 members 
Mstep: Class 2 contains 41257 members 
Entering Unmasked Estep 
Score: -38742768.000000 Penalty: 6276.284180
	Iteration 70Q: 3 clusters Score -3.874277e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272772 members 
Mstep: Class 2 contains 40178 members 
Entering Unmasked Estep 
Score: -38743048.000000 Penalty: 6276.284180
	Iteration 71Q: 3 clusters Score -3.874305e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273902 members 
Mstep: Class 2 contains 39048 members 
Entering Unmasked Estep 
Score: -38743384.000000 Penalty: 6276.284180
	Iteration 72Q: 3 clusters Score -3.874338e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275054 members 
Mstep: Class 2 contains 37896 members 
Entering Unmasked Estep 
Score: -38743836.000000 Penalty: 6276.284180
	Iteration 73Q: 3 clusters Score -3.874384e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276288 members 
Mstep: Class 2 contains 36662 members 
Entering Unmasked Estep 
Score: -38744180.000000 Penalty: 6276.284180
	Iteration 74Q: 3 clusters Score -3.874418e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277606 members 
Mstep: Class 2 contains 35344 members 
Entering Unmasked Estep 
Score: -38744648.000000 Penalty: 6276.284180
	Iteration 75Q: 3 clusters Score -3.874465e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278966 members 
Mstep: Class 2 contains 33984 members 
Entering Unmasked Estep 
Score: -38745288.000000 Penalty: 6276.284180
	Iteration 76Q: 3 clusters Score -3.874529e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280350 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -38745844.000000 Penalty: 6276.284180
	Iteration 77Q: 3 clusters Score -3.874584e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281752 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
Score: -38746532.000000 Penalty: 6276.284180
	Iteration 78Q: 3 clusters Score -3.874653e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283194 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -38747104.000000 Penalty: 6276.284180
	Iteration 79Q: 3 clusters Score -3.87471e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284677 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -38747648.000000 Penalty: 6276.284180
	Iteration 80F: 3 clusters Score -3.874765e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286218 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -38748452.000000 Penalty: 6276.284180
	Iteration 81Q: 3 clusters Score -3.874845e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287856 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -38749796.000000 Penalty: 6276.284180
	Iteration 82Q: 3 clusters Score -3.87498e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289612 members 
Mstep: Class 2 contains 23338 members 
Entering Unmasked Estep 
Score: -38750840.000000 Penalty: 6276.284180
	Iteration 83Q: 3 clusters Score -3.875084e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291405 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -38752044.000000 Penalty: 6276.284180
	Iteration 84Q: 3 clusters Score -3.875204e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293173 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -38753492.000000 Penalty: 6276.284180
	Iteration 85Q: 3 clusters Score -3.875349e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294946 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -38755412.000000 Penalty: 6276.284180
	Iteration 86Q: 3 clusters Score -3.875541e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296732 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -38757180.000000 Penalty: 6276.284180
	Iteration 87Q: 3 clusters Score -3.875718e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298515 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -38758816.000000 Penalty: 6276.284180
	Iteration 88Q: 3 clusters Score -3.875882e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300314 members 
Mstep: Class 2 contains 12636 members 
Entering Unmasked Estep 
Score: -38759908.000000 Penalty: 6276.284180
	Iteration 89Q: 3 clusters Score -3.875991e+07 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302058 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -38760464.000000 Penalty: 6276.284180
	Iteration 90Q: 3 clusters Score -3.876046e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303610 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -38761156.000000 Penalty: 6276.284180
	Iteration 91Q: 3 clusters Score -3.876116e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304992 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -38761560.000000 Penalty: 6276.284180
	Iteration 92Q: 3 clusters Score -3.876156e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306198 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -38761612.000000 Penalty: 6276.284180
	Iteration 93Q: 3 clusters Score -3.876161e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307232 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -38761832.000000 Penalty: 6276.284180
	Iteration 94Q: 3 clusters Score -3.876183e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308120 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -38761744.000000 Penalty: 6276.284180
	Iteration 95Q: 3 clusters Score -3.876174e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308831 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -38761652.000000 Penalty: 6276.284180
	Iteration 96Q: 3 clusters Score -3.876165e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309400 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -38761424.000000 Penalty: 6276.284180
	Iteration 97Q: 3 clusters Score -3.876142e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309857 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -38761212.000000 Penalty: 6276.284180
	Iteration 98Q: 3 clusters Score -3.876121e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310237 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -38761132.000000 Penalty: 6276.284180
	Iteration 99Q: 3 clusters Score -3.876113e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310519 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -38761064.000000 Penalty: 6276.284180
	Iteration 100F: 3 clusters Score -3.876106e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310769 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -38760984.000000 Penalty: 6276.284180
	Iteration 101Q: 3 clusters Score -3.876098e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310930 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -38760884.000000 Penalty: 6276.284180
	Iteration 102Q: 3 clusters Score -3.876088e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311050 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -38760752.000000 Penalty: 6276.284180
	Iteration 103Q: 3 clusters Score -3.876075e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311145 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -38760780.000000 Penalty: 6276.284180
	Iteration 104Q: 3 clusters Score -3.876078e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311228 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -38760788.000000 Penalty: 6276.284180
	Iteration 105Q: 3 clusters Score -3.876079e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311309 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -38760820.000000 Penalty: 6276.284180
	Iteration 106Q: 3 clusters Score -3.876082e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311358 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -38760852.000000 Penalty: 6276.284180
	Iteration 107Q: 3 clusters Score -3.876085e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311393 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -38760836.000000 Penalty: 6276.284180
	Iteration 108Q: 3 clusters Score -3.876084e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311422 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -38760804.000000 Penalty: 6276.284180
	Iteration 109Q: 3 clusters Score -3.87608e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311447 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -38760824.000000 Penalty: 6276.284180
	Iteration 110Q: 3 clusters Score -3.876082e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311467 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -38760812.000000 Penalty: 6276.284180
	Iteration 111Q: 3 clusters Score -3.876081e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311481 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -38760808.000000 Penalty: 6276.284180
	Iteration 112Q: 3 clusters Score -3.876081e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311504 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -38760816.000000 Penalty: 6276.284180
	Iteration 113Q: 3 clusters Score -3.876082e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311517 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -38760816.000000 Penalty: 6276.284180
	Iteration 114Q: 3 clusters Score -3.876082e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311527 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -38760836.000000 Penalty: 6276.284180
	Iteration 115Q: 3 clusters Score -3.876084e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311543 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -38760824.000000 Penalty: 6276.284180
	Iteration 116Q: 3 clusters Score -3.876082e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311561 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -38760776.000000 Penalty: 6276.284180
	Iteration 117Q: 3 clusters Score -3.876078e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311572 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -38760772.000000 Penalty: 6276.284180
	Iteration 118Q: 3 clusters Score -3.876077e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311581 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -38760756.000000 Penalty: 6276.284180
	Iteration 119Q: 3 clusters Score -3.876076e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311585 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -38760756.000000 Penalty: 6276.284180
	Iteration 120F: 3 clusters Score -3.876076e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311595 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -38760768.000000 Penalty: 6276.284180
	Iteration 121Q: 3 clusters Score -3.876077e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311602 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -38760736.000000 Penalty: 6276.284180
	Iteration 122Q: 3 clusters Score -3.876074e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311615 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -38760740.000000 Penalty: 6276.284180
	Iteration 123Q: 3 clusters Score -3.876074e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311630 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -38760736.000000 Penalty: 6276.284180
	Iteration 124Q: 3 clusters Score -3.876074e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311638 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -38760704.000000 Penalty: 6276.284180
	Iteration 125Q: 3 clusters Score -3.87607e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311645 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -38760704.000000 Penalty: 6276.284180
	Iteration 126Q: 3 clusters Score -3.87607e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311648 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -38760700.000000 Penalty: 6276.284180
	Iteration 127Q: 3 clusters Score -3.87607e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311649 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -38760672.000000 Penalty: 6276.284180
	Iteration 128Q: 3 clusters Score -3.876067e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311651 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -38760664.000000 Penalty: 6276.284180
	Iteration 129Q: 3 clusters Score -3.876066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311650 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -38760700.000000 Penalty: 6276.284180
	Iteration 130Q: 3 clusters Score -3.87607e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311645 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -38760684.000000 Penalty: 6276.284180
	Iteration 131Q: 3 clusters Score -3.876068e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311644 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -38760696.000000 Penalty: 6276.284180
	Iteration 132Q: 3 clusters Score -3.87607e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311641 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -38760704.000000 Penalty: 6276.284180
	Iteration 133Q: 3 clusters Score -3.87607e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311636 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -38760732.000000 Penalty: 6276.284180
	Iteration 134Q: 3 clusters Score -3.876073e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311637 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -38760740.000000 Penalty: 6276.284180
	Iteration 135Q: 3 clusters Score -3.876074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311638 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -38760732.000000 Penalty: 6276.284180
	Iteration 136Q: 3 clusters Score -3.876073e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311640 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -38760740.000000 Penalty: 6276.284180
	Iteration 137Q: 3 clusters Score -3.876074e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311643 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -38760708.000000 Penalty: 6276.284180
	Iteration 138Q: 3 clusters Score -3.876071e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311642 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -38760732.000000 Penalty: 6276.284180
	Iteration 139Q: 3 clusters Score -3.876073e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311644 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -38760720.000000 Penalty: 6276.284180
	Iteration 140F: 3 clusters Score -3.876072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311647 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -38760704.000000 Penalty: 6276.284180
	Iteration 141Q: 3 clusters Score -3.87607e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311649 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -38760708.000000 Penalty: 6276.284180
	Iteration 142Q: 3 clusters Score -3.876071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311648 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -38760708.000000 Penalty: 6276.284180
	Iteration 143Q: 3 clusters Score -3.876071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311646 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -38760728.000000 Penalty: 6276.284180
	Iteration 144Q: 3 clusters Score -3.876073e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311642 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -38760752.000000 Penalty: 6276.284180
	Iteration 145Q: 3 clusters Score -3.876075e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311640 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -38760752.000000 Penalty: 6276.284180
	Iteration 146Q: 3 clusters Score -3.876075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311639 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -38760748.000000 Penalty: 6276.284180
	Iteration 147Q: 3 clusters Score -3.876075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311636 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -38760768.000000 Penalty: 6276.284180
	Iteration 148Q: 3 clusters Score -3.876077e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311639 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -38760744.000000 Penalty: 6276.284180
	Iteration 149Q: 3 clusters Score -3.876074e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311647 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -38760740.000000 Penalty: 6276.284180
	Iteration 150Q: 3 clusters Score -3.876074e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311649 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -38760712.000000 Penalty: 6276.284180
	Iteration 151Q: 3 clusters Score -3.876071e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311650 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -38760720.000000 Penalty: 6276.284180
	Iteration 152Q: 3 clusters Score -3.876072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311651 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -38760716.000000 Penalty: 6276.284180
	Iteration 153Q: 3 clusters Score -3.876072e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311649 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -38760704.000000 Penalty: 6276.284180
	Iteration 154Q: 3 clusters Score -3.87607e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311648 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -38760740.000000 Penalty: 6276.284180
	Iteration 155Q: 3 clusters Score -3.876074e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311652 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -38760720.000000 Penalty: 6276.284180
	Iteration 156Q: 3 clusters Score -3.876072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311657 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -38760740.000000 Penalty: 6276.284180
	Iteration 157Q: 3 clusters Score -3.876074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311658 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -38760728.000000 Penalty: 6276.284180
	Iteration 158Q: 3 clusters Score -3.876073e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311659 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -38760716.000000 Penalty: 6276.284180
	Iteration 159Q: 3 clusters Score -3.876072e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311658 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -38760712.000000 Penalty: 6276.284180
	Iteration 160F: 3 clusters Score -3.876071e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311659 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -38760708.000000 Penalty: 6276.284180
	Iteration 161Q: 3 clusters Score -3.876071e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311659 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -38760688.000000 Penalty: 6276.284180
	Iteration 162Q: 3 clusters Score -3.876069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311660 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -38760676.000000 Penalty: 6276.284180
	Iteration 163Q: 3 clusters Score -3.876068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311662 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -38760672.000000 Penalty: 6276.284180
	Iteration 164Q: 3 clusters Score -3.876067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311665 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -38760672.000000 Penalty: 6276.284180
	Iteration 165Q: 3 clusters Score -3.876067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311666 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -38760676.000000 Penalty: 6276.284180
	Iteration 166Q: 3 clusters Score -3.876068e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311667 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -38760672.000000 Penalty: 6276.284180
	Iteration 167Q: 3 clusters Score -3.876067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311664 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -38760672.000000 Penalty: 6276.284180
	Iteration 168Q: 3 clusters Score -3.876067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311665 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -38760660.000000 Penalty: 6276.284180
	Iteration 169Q: 3 clusters Score -3.876066e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311666 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -38760660.000000 Penalty: 6276.284180
	Iteration 170Q: 3 clusters Score -3.876066e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311666 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -38760660.000000 Penalty: 6276.284180
	Iteration 171F: 3 clusters Score -3.876066e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (34063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34063 members 
Entering Unmasked Estep 
Score: -4274727.500000 Penalty: 2588.119873
	Iteration 0F: 2 clusters Score -4274728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -4251548.500000 Penalty: 5176.239746
	Iteration 0F: 3 clusters Score -4251548 nChanged 15460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -4259847.500000 Penalty: 5176.239746
	Iteration 1F: 3 clusters Score -4259848 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -4260313.000000 Penalty: 5176.239746
	Iteration 2Q: 3 clusters Score -4260313 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -4260806.500000 Penalty: 5176.239746
	Iteration 3Q: 3 clusters Score -4260806 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -4261375.000000 Penalty: 5176.239746
	Iteration 4Q: 3 clusters Score -4261375 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -4262137.500000 Penalty: 5176.239746
	Iteration 5Q: 3 clusters Score -4262138 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -4263274.000000 Penalty: 5176.239746
	Iteration 6F: 3 clusters Score -4263274 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -4264787.500000 Penalty: 5176.239746
	Iteration 7F: 3 clusters Score -4264788 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 25186 members 
Entering Unmasked Estep 
Score: -4266580.000000 Penalty: 5176.239746
	Iteration 8F: 3 clusters Score -4266580 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 26957 members 
Entering Unmasked Estep 
Score: -4268400.000000 Penalty: 5176.239746
	Iteration 9F: 3 clusters Score -4268400 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -4269971.000000 Penalty: 5176.239746
	Iteration 10F: 3 clusters Score -4269971 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 29361 members 
Entering Unmasked Estep 
Score: -4271018.000000 Penalty: 5176.239746
	Iteration 11Q: 3 clusters Score -4271018 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -4271592.500000 Penalty: 5176.239746
	Iteration 12Q: 3 clusters Score -4271592 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -4271859.500000 Penalty: 5176.239746
	Iteration 13Q: 3 clusters Score -4271860 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 30671 members 
Entering Unmasked Estep 
Score: -4272002.500000 Penalty: 5176.239746
	Iteration 14Q: 3 clusters Score -4272002 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -4272108.500000 Penalty: 5176.239746
	Iteration 15Q: 3 clusters Score -4272108 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 31134 members 
Entering Unmasked Estep 
Score: -4272197.000000 Penalty: 5176.239746
	Iteration 16Q: 3 clusters Score -4272197 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 31339 members 
Entering Unmasked Estep 
Score: -4272267.000000 Penalty: 5176.239746
	Iteration 17Q: 3 clusters Score -4272267 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 31517 members 
Entering Unmasked Estep 
Score: -4272337.500000 Penalty: 5176.239746
	Iteration 18Q: 3 clusters Score -4272338 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 31663 members 
Entering Unmasked Estep 
Score: -4272382.000000 Penalty: 5176.239746
	Iteration 19Q: 3 clusters Score -4272382 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
Score: -4272424.500000 Penalty: 5176.239746
	Iteration 20F: 3 clusters Score -4272424 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 31905 members 
Entering Unmasked Estep 
Score: -4272462.000000 Penalty: 5176.239746
	Iteration 21Q: 3 clusters Score -4272462 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -4272506.500000 Penalty: 5176.239746
	Iteration 22Q: 3 clusters Score -4272506 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 32106 members 
Entering Unmasked Estep 
Score: -4272554.500000 Penalty: 5176.239746
	Iteration 23Q: 3 clusters Score -4272554 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -4272591.500000 Penalty: 5176.239746
	Iteration 24Q: 3 clusters Score -4272592 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 32288 members 
Entering Unmasked Estep 
Score: -4272624.000000 Penalty: 5176.239746
	Iteration 25Q: 3 clusters Score -4272624 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 32364 members 
Entering Unmasked Estep 
Score: -4272655.500000 Penalty: 5176.239746
	Iteration 26Q: 3 clusters Score -4272656 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 32430 members 
Entering Unmasked Estep 
Score: -4272677.000000 Penalty: 5176.239746
	Iteration 27Q: 3 clusters Score -4272677 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -4272696.500000 Penalty: 5176.239746
	Iteration 28Q: 3 clusters Score -4272696 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 32536 members 
Entering Unmasked Estep 
Score: -4272705.000000 Penalty: 5176.239746
	Iteration 29Q: 3 clusters Score -4272705 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 32583 members 
Entering Unmasked Estep 
Score: -4272724.500000 Penalty: 5176.239746
	Iteration 30Q: 3 clusters Score -4272724 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 32613 members 
Entering Unmasked Estep 
Score: -4272729.000000 Penalty: 5176.239746
	Iteration 31Q: 3 clusters Score -4272729 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -4272735.000000 Penalty: 5176.239746
	Iteration 32Q: 3 clusters Score -4272735 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 32655 members 
Entering Unmasked Estep 
Score: -4272734.500000 Penalty: 5176.239746
	Iteration 33Q: 3 clusters Score -4272734 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 32676 members 
Entering Unmasked Estep 
Score: -4272745.000000 Penalty: 5176.239746
	Iteration 34Q: 3 clusters Score -4272745 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 32696 members 
Entering Unmasked Estep 
Score: -4272761.000000 Penalty: 5176.239746
	Iteration 35Q: 3 clusters Score -4272761 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 32721 members 
Entering Unmasked Estep 
Score: -4272774.000000 Penalty: 5176.239746
	Iteration 36Q: 3 clusters Score -4272774 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 32744 members 
Entering Unmasked Estep 
Score: -4272777.000000 Penalty: 5176.239746
	Iteration 37Q: 3 clusters Score -4272777 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 32766 members 
Entering Unmasked Estep 
Score: -4272783.500000 Penalty: 5176.239746
	Iteration 38Q: 3 clusters Score -4272784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -4272792.500000 Penalty: 5176.239746
	Iteration 39Q: 3 clusters Score -4272792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -4272801.500000 Penalty: 5176.239746
	Iteration 40F: 3 clusters Score -4272802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 32811 members 
Entering Unmasked Estep 
Score: -4272804.000000 Penalty: 5176.239746
	Iteration 41Q: 3 clusters Score -4272804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 32818 members 
Entering Unmasked Estep 
Score: -4272804.500000 Penalty: 5176.239746
	Iteration 42Q: 3 clusters Score -4272804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -4272803.000000 Penalty: 5176.239746
	Iteration 43Q: 3 clusters Score -4272803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 32826 members 
Entering Unmasked Estep 
Score: -4272809.000000 Penalty: 5176.239746
	Iteration 44Q: 3 clusters Score -4272809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 32830 members 
Entering Unmasked Estep 
Score: -4272807.500000 Penalty: 5176.239746
	Iteration 45Q: 3 clusters Score -4272808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 32832 members 
Entering Unmasked Estep 
Score: -4272812.000000 Penalty: 5176.239746
	Iteration 46Q: 3 clusters Score -4272812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -4272808.500000 Penalty: 5176.239746
	Iteration 47Q: 3 clusters Score -4272808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 32836 members 
Entering Unmasked Estep 
Score: -4272808.500000 Penalty: 5176.239746
	Iteration 48Q: 3 clusters Score -4272808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -4272808.500000 Penalty: 5176.239746
	Iteration 49Q: 3 clusters Score -4272808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -4272808.500000 Penalty: 5176.239746
	Iteration 50F: 3 clusters Score -4272808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Entering Unmasked Estep 
Score: -611858.500000 Penalty: 2123.559570
	Iteration 0F: 2 clusters Score -611858.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -607248.250000 Penalty: 4247.119141
	Iteration 0F: 3 clusters Score -607248.2 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -608507.375000 Penalty: 4247.119141
	Iteration 1F: 3 clusters Score -608507.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -608891.062500 Penalty: 4247.119141
	Iteration 2F: 3 clusters Score -608891.1 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -609240.875000 Penalty: 4247.119141
	Iteration 3F: 3 clusters Score -609240.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -609525.250000 Penalty: 4247.119141
	Iteration 4F: 3 clusters Score -609525.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -609721.000000 Penalty: 4247.119141
	Iteration 5Q: 3 clusters Score -609721 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -609852.125000 Penalty: 4247.119141
	Iteration 6Q: 3 clusters Score -609852.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -609969.312500 Penalty: 4247.119141
	Iteration 7Q: 3 clusters Score -609969.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -610063.875000 Penalty: 4247.119141
	Iteration 8Q: 3 clusters Score -610063.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -610167.687500 Penalty: 4247.119141
	Iteration 9Q: 3 clusters Score -610167.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -610279.125000 Penalty: 4247.119141
	Iteration 10Q: 3 clusters Score -610279.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -610418.625000 Penalty: 4247.119141
	Iteration 11Q: 3 clusters Score -610418.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -610595.625000 Penalty: 4247.119141
	Iteration 12Q: 3 clusters Score -610595.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -610759.125000 Penalty: 4247.119141
	Iteration 13Q: 3 clusters Score -610759.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -610916.937500 Penalty: 4247.119141
	Iteration 14Q: 3 clusters Score -610916.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -611044.937500 Penalty: 4247.119141
	Iteration 15Q: 3 clusters Score -611044.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -611158.250000 Penalty: 4247.119141
	Iteration 16Q: 3 clusters Score -611158.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -611241.937500 Penalty: 4247.119141
	Iteration 17Q: 3 clusters Score -611241.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -611305.625000 Penalty: 4247.119141
	Iteration 18Q: 3 clusters Score -611305.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -611358.687500 Penalty: 4247.119141
	Iteration 19Q: 3 clusters Score -611358.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -611386.750000 Penalty: 4247.119141
	Iteration 20F: 3 clusters Score -611386.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -611405.500000 Penalty: 4247.119141
	Iteration 21Q: 3 clusters Score -611405.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -611420.375000 Penalty: 4247.119141
	Iteration 22Q: 3 clusters Score -611420.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -611431.000000 Penalty: 4247.119141
	Iteration 23Q: 3 clusters Score -611431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -611447.375000 Penalty: 4247.119141
	Iteration 24Q: 3 clusters Score -611447.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -611458.375000 Penalty: 4247.119141
	Iteration 25Q: 3 clusters Score -611458.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -611468.375000 Penalty: 4247.119141
	Iteration 26Q: 3 clusters Score -611468.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -611473.062500 Penalty: 4247.119141
	Iteration 27Q: 3 clusters Score -611473.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -611476.437500 Penalty: 4247.119141
	Iteration 28Q: 3 clusters Score -611476.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -611477.312500 Penalty: 4247.119141
	Iteration 29Q: 3 clusters Score -611477.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -611477.437500 Penalty: 4247.119141
	Iteration 30Q: 3 clusters Score -611477.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -611477.437500 Penalty: 4247.119141
	Iteration 31F: 3 clusters Score -611477.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (183151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183151 members 
Entering Unmasked Estep 
Score: -22753498.000000 Penalty: 3005.280273
	Iteration 0F: 2 clusters Score -2.27535e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91487 members 
Mstep: Class 2 contains 91664 members 
Entering Unmasked Estep 
Score: -22634860.000000 Penalty: 6010.560547
	Iteration 0F: 3 clusters Score -2.263486e+07 nChanged 87879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90398 members 
Mstep: Class 2 contains 92753 members 
Entering Unmasked Estep 
Score: -22686758.000000 Penalty: 6010.560547
	Iteration 1F: 3 clusters Score -2.268676e+07 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89947 members 
Mstep: Class 2 contains 93204 members 
Entering Unmasked Estep 
Score: -22688478.000000 Penalty: 6010.560547
	Iteration 2Q: 3 clusters Score -2.268848e+07 nChanged 6934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89373 members 
Mstep: Class 2 contains 93778 members 
Entering Unmasked Estep 
Score: -22690590.000000 Penalty: 6010.560547
	Iteration 3Q: 3 clusters Score -2.269059e+07 nChanged 7761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88476 members 
Mstep: Class 2 contains 94675 members 
Entering Unmasked Estep 
Score: -22693556.000000 Penalty: 6010.560547
	Iteration 4Q: 3 clusters Score -2.269356e+07 nChanged 9044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86880 members 
Mstep: Class 2 contains 96271 members 
Entering Unmasked Estep 
Score: -22698068.000000 Penalty: 6010.560547
	Iteration 5Q: 3 clusters Score -2.269807e+07 nChanged 10316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84708 members 
Mstep: Class 2 contains 98443 members 
Entering Unmasked Estep 
Score: -22704250.000000 Penalty: 6010.560547
	Iteration 6F: 3 clusters Score -2.270425e+07 nChanged 11260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81940 members 
Mstep: Class 2 contains 101211 members 
Entering Unmasked Estep 
Score: -22711644.000000 Penalty: 6010.560547
	Iteration 7F: 3 clusters Score -2.271164e+07 nChanged 11634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78808 members 
Mstep: Class 2 contains 104343 members 
Entering Unmasked Estep 
Score: -22719852.000000 Penalty: 6010.560547
	Iteration 8F: 3 clusters Score -2.271985e+07 nChanged 10248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76076 members 
Mstep: Class 2 contains 107075 members 
Entering Unmasked Estep 
Score: -22726030.000000 Penalty: 6010.560547
	Iteration 9F: 3 clusters Score -2.272603e+07 nChanged 7883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73821 members 
Mstep: Class 2 contains 109330 members 
Entering Unmasked Estep 
Score: -22729652.000000 Penalty: 6010.560547
	Iteration 10Q: 3 clusters Score -2.272965e+07 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71769 members 
Mstep: Class 2 contains 111382 members 
Entering Unmasked Estep 
Score: -22731724.000000 Penalty: 6010.560547
	Iteration 11Q: 3 clusters Score -2.273172e+07 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69786 members 
Mstep: Class 2 contains 113365 members 
Entering Unmasked Estep 
Score: -22733110.000000 Penalty: 6010.560547
	Iteration 12Q: 3 clusters Score -2.273311e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67699 members 
Mstep: Class 2 contains 115452 members 
Entering Unmasked Estep 
Score: -22734316.000000 Penalty: 6010.560547
	Iteration 13Q: 3 clusters Score -2.273432e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65555 members 
Mstep: Class 2 contains 117596 members 
Entering Unmasked Estep 
Score: -22735442.000000 Penalty: 6010.560547
	Iteration 14Q: 3 clusters Score -2.273544e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63383 members 
Mstep: Class 2 contains 119768 members 
Entering Unmasked Estep 
Score: -22736588.000000 Penalty: 6010.560547
	Iteration 15Q: 3 clusters Score -2.273659e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61278 members 
Mstep: Class 2 contains 121873 members 
Entering Unmasked Estep 
Score: -22737446.000000 Penalty: 6010.560547
	Iteration 16Q: 3 clusters Score -2.273745e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59258 members 
Mstep: Class 2 contains 123893 members 
Entering Unmasked Estep 
Score: -22738146.000000 Penalty: 6010.560547
	Iteration 17Q: 3 clusters Score -2.273815e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57321 members 
Mstep: Class 2 contains 125830 members 
Entering Unmasked Estep 
Score: -22738746.000000 Penalty: 6010.560547
	Iteration 18Q: 3 clusters Score -2.273875e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55397 members 
Mstep: Class 2 contains 127754 members 
Entering Unmasked Estep 
Score: -22739226.000000 Penalty: 6010.560547
	Iteration 19Q: 3 clusters Score -2.273923e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53537 members 
Mstep: Class 2 contains 129614 members 
Entering Unmasked Estep 
Score: -22739562.000000 Penalty: 6010.560547
	Iteration 20F: 3 clusters Score -2.273956e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51633 members 
Mstep: Class 2 contains 131518 members 
Entering Unmasked Estep 
Score: -22740044.000000 Penalty: 6010.560547
	Iteration 21Q: 3 clusters Score -2.274004e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49743 members 
Mstep: Class 2 contains 133408 members 
Entering Unmasked Estep 
Score: -22740406.000000 Penalty: 6010.560547
	Iteration 22Q: 3 clusters Score -2.274041e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47907 members 
Mstep: Class 2 contains 135244 members 
Entering Unmasked Estep 
Score: -22740782.000000 Penalty: 6010.560547
	Iteration 23Q: 3 clusters Score -2.274078e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46055 members 
Mstep: Class 2 contains 137096 members 
Entering Unmasked Estep 
Score: -22741184.000000 Penalty: 6010.560547
	Iteration 24Q: 3 clusters Score -2.274118e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44212 members 
Mstep: Class 2 contains 138939 members 
Entering Unmasked Estep 
Score: -22741592.000000 Penalty: 6010.560547
	Iteration 25Q: 3 clusters Score -2.274159e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42448 members 
Mstep: Class 2 contains 140703 members 
Entering Unmasked Estep 
Score: -22741968.000000 Penalty: 6010.560547
	Iteration 26Q: 3 clusters Score -2.274197e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40687 members 
Mstep: Class 2 contains 142464 members 
Entering Unmasked Estep 
Score: -22742276.000000 Penalty: 6010.560547
	Iteration 27Q: 3 clusters Score -2.274228e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38899 members 
Mstep: Class 2 contains 144252 members 
Entering Unmasked Estep 
Score: -22742642.000000 Penalty: 6010.560547
	Iteration 28Q: 3 clusters Score -2.274264e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 146067 members 
Entering Unmasked Estep 
Score: -22742908.000000 Penalty: 6010.560547
	Iteration 29Q: 3 clusters Score -2.274291e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 147980 members 
Entering Unmasked Estep 
Score: -22743312.000000 Penalty: 6010.560547
	Iteration 30Q: 3 clusters Score -2.274331e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33300 members 
Mstep: Class 2 contains 149851 members 
Entering Unmasked Estep 
Score: -22743814.000000 Penalty: 6010.560547
	Iteration 31Q: 3 clusters Score -2.274381e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31365 members 
Mstep: Class 2 contains 151786 members 
Entering Unmasked Estep 
Score: -22744308.000000 Penalty: 6010.560547
	Iteration 32Q: 3 clusters Score -2.274431e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 153850 members 
Entering Unmasked Estep 
Score: -22744910.000000 Penalty: 6010.560547
	Iteration 33Q: 3 clusters Score -2.274491e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 155890 members 
Entering Unmasked Estep 
Score: -22745330.000000 Penalty: 6010.560547
	Iteration 34Q: 3 clusters Score -2.274533e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 157957 members 
Entering Unmasked Estep 
Score: -22746026.000000 Penalty: 6010.560547
	Iteration 35Q: 3 clusters Score -2.274603e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23178 members 
Mstep: Class 2 contains 159973 members 
Entering Unmasked Estep 
Score: -22746700.000000 Penalty: 6010.560547
	Iteration 36Q: 3 clusters Score -2.27467e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 161912 members 
Entering Unmasked Estep 
Score: -22747516.000000 Penalty: 6010.560547
	Iteration 37Q: 3 clusters Score -2.274752e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 163798 members 
Entering Unmasked Estep 
Score: -22748540.000000 Penalty: 6010.560547
	Iteration 38Q: 3 clusters Score -2.274854e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 165583 members 
Entering Unmasked Estep 
Score: -22749692.000000 Penalty: 6010.560547
	Iteration 39Q: 3 clusters Score -2.274969e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 167113 members 
Entering Unmasked Estep 
Score: -22750850.000000 Penalty: 6010.560547
	Iteration 40F: 3 clusters Score -2.275085e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 168345 members 
Entering Unmasked Estep 
Score: -22751584.000000 Penalty: 6010.560547
	Iteration 41Q: 3 clusters Score -2.275158e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 169249 members 
Entering Unmasked Estep 
Score: -22752090.000000 Penalty: 6010.560547
	Iteration 42Q: 3 clusters Score -2.275209e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 169988 members 
Entering Unmasked Estep 
Score: -22752252.000000 Penalty: 6010.560547
	Iteration 43Q: 3 clusters Score -2.275225e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 170670 members 
Entering Unmasked Estep 
Score: -22752434.000000 Penalty: 6010.560547
	Iteration 44Q: 3 clusters Score -2.275243e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 171212 members 
Entering Unmasked Estep 
Score: -22752556.000000 Penalty: 6010.560547
	Iteration 45Q: 3 clusters Score -2.275256e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 171678 members 
Entering Unmasked Estep 
Score: -22752554.000000 Penalty: 6010.560547
	Iteration 46Q: 3 clusters Score -2.275255e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 172063 members 
Entering Unmasked Estep 
Score: -22752584.000000 Penalty: 6010.560547
	Iteration 47Q: 3 clusters Score -2.275258e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 172444 members 
Entering Unmasked Estep 
Score: -22752550.000000 Penalty: 6010.560547
	Iteration 48Q: 3 clusters Score -2.275255e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 172804 members 
Entering Unmasked Estep 
Score: -22752550.000000 Penalty: 6010.560547
	Iteration 49Q: 3 clusters Score -2.275255e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 173155 members 
Entering Unmasked Estep 
Score: -22752508.000000 Penalty: 6010.560547
	Iteration 50Q: 3 clusters Score -2.275251e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 173491 members 
Entering Unmasked Estep 
Score: -22752582.000000 Penalty: 6010.560547
	Iteration 51Q: 3 clusters Score -2.275258e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 173815 members 
Entering Unmasked Estep 
Score: -22752592.000000 Penalty: 6010.560547
	Iteration 52Q: 3 clusters Score -2.275259e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 174093 members 
Entering Unmasked Estep 
Score: -22752562.000000 Penalty: 6010.560547
	Iteration 53Q: 3 clusters Score -2.275256e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 174361 members 
Entering Unmasked Estep 
Score: -22752618.000000 Penalty: 6010.560547
	Iteration 54Q: 3 clusters Score -2.275262e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 174575 members 
Entering Unmasked Estep 
Score: -22752660.000000 Penalty: 6010.560547
	Iteration 55Q: 3 clusters Score -2.275266e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 174763 members 
Entering Unmasked Estep 
Score: -22752638.000000 Penalty: 6010.560547
	Iteration 56Q: 3 clusters Score -2.275264e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 174963 members 
Entering Unmasked Estep 
Score: -22752592.000000 Penalty: 6010.560547
	Iteration 57Q: 3 clusters Score -2.275259e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 175158 members 
Entering Unmasked Estep 
Score: -22752620.000000 Penalty: 6010.560547
	Iteration 58Q: 3 clusters Score -2.275262e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 175313 members 
Entering Unmasked Estep 
Score: -22752622.000000 Penalty: 6010.560547
	Iteration 59Q: 3 clusters Score -2.275262e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 175464 members 
Entering Unmasked Estep 
Score: -22752626.000000 Penalty: 6010.560547
	Iteration 60F: 3 clusters Score -2.275263e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 175585 members 
Entering Unmasked Estep 
Score: -22752656.000000 Penalty: 6010.560547
	Iteration 61Q: 3 clusters Score -2.275266e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 175706 members 
Entering Unmasked Estep 
Score: -22752700.000000 Penalty: 6010.560547
	Iteration 62Q: 3 clusters Score -2.27527e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 175815 members 
Entering Unmasked Estep 
Score: -22752734.000000 Penalty: 6010.560547
	Iteration 63Q: 3 clusters Score -2.275273e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 175918 members 
Entering Unmasked Estep 
Score: -22752746.000000 Penalty: 6010.560547
	Iteration 64Q: 3 clusters Score -2.275275e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 176002 members 
Entering Unmasked Estep 
Score: -22752762.000000 Penalty: 6010.560547
	Iteration 65Q: 3 clusters Score -2.275276e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 176087 members 
Entering Unmasked Estep 
Score: -22752750.000000 Penalty: 6010.560547
	Iteration 66Q: 3 clusters Score -2.275275e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 176176 members 
Entering Unmasked Estep 
Score: -22752728.000000 Penalty: 6010.560547
	Iteration 67Q: 3 clusters Score -2.275273e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 176243 members 
Entering Unmasked Estep 
Score: -22752736.000000 Penalty: 6010.560547
	Iteration 68Q: 3 clusters Score -2.275274e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 176305 members 
Entering Unmasked Estep 
Score: -22752708.000000 Penalty: 6010.560547
	Iteration 69Q: 3 clusters Score -2.275271e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 176355 members 
Entering Unmasked Estep 
Score: -22752690.000000 Penalty: 6010.560547
	Iteration 70Q: 3 clusters Score -2.275269e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 176414 members 
Entering Unmasked Estep 
Score: -22752688.000000 Penalty: 6010.560547
	Iteration 71Q: 3 clusters Score -2.275269e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 176464 members 
Entering Unmasked Estep 
Score: -22752704.000000 Penalty: 6010.560547
	Iteration 72Q: 3 clusters Score -2.27527e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 176518 members 
Entering Unmasked Estep 
Score: -22752708.000000 Penalty: 6010.560547
	Iteration 73Q: 3 clusters Score -2.275271e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 176569 members 
Entering Unmasked Estep 
Score: -22752696.000000 Penalty: 6010.560547
	Iteration 74Q: 3 clusters Score -2.27527e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 176616 members 
Entering Unmasked Estep 
Score: -22752708.000000 Penalty: 6010.560547
	Iteration 75Q: 3 clusters Score -2.275271e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 176667 members 
Entering Unmasked Estep 
Score: -22752706.000000 Penalty: 6010.560547
	Iteration 76Q: 3 clusters Score -2.275271e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 176709 members 
Entering Unmasked Estep 
Score: -22752688.000000 Penalty: 6010.560547
	Iteration 77Q: 3 clusters Score -2.275269e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 176756 members 
Entering Unmasked Estep 
Score: -22752704.000000 Penalty: 6010.560547
	Iteration 78Q: 3 clusters Score -2.27527e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 176815 members 
Entering Unmasked Estep 
Score: -22752718.000000 Penalty: 6010.560547
	Iteration 79Q: 3 clusters Score -2.275272e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 176865 members 
Entering Unmasked Estep 
Score: -22752702.000000 Penalty: 6010.560547
	Iteration 80F: 3 clusters Score -2.27527e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 176906 members 
Entering Unmasked Estep 
Score: -22752670.000000 Penalty: 6010.560547
	Iteration 81Q: 3 clusters Score -2.275267e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 176942 members 
Entering Unmasked Estep 
Score: -22752644.000000 Penalty: 6010.560547
	Iteration 82Q: 3 clusters Score -2.275264e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 176984 members 
Entering Unmasked Estep 
Score: -22752616.000000 Penalty: 6010.560547
	Iteration 83Q: 3 clusters Score -2.275262e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 177024 members 
Entering Unmasked Estep 
Score: -22752620.000000 Penalty: 6010.560547
	Iteration 84Q: 3 clusters Score -2.275262e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 177071 members 
Entering Unmasked Estep 
Score: -22752626.000000 Penalty: 6010.560547
	Iteration 85Q: 3 clusters Score -2.275263e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 177116 members 
Entering Unmasked Estep 
Score: -22752684.000000 Penalty: 6010.560547
	Iteration 86Q: 3 clusters Score -2.275268e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 177152 members 
Entering Unmasked Estep 
Score: -22752680.000000 Penalty: 6010.560547
	Iteration 87Q: 3 clusters Score -2.275268e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 177193 members 
Entering Unmasked Estep 
Score: -22752678.000000 Penalty: 6010.560547
	Iteration 88Q: 3 clusters Score -2.275268e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 177232 members 
Entering Unmasked Estep 
Score: -22752680.000000 Penalty: 6010.560547
	Iteration 89Q: 3 clusters Score -2.275268e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 177266 members 
Entering Unmasked Estep 
Score: -22752686.000000 Penalty: 6010.560547
	Iteration 90Q: 3 clusters Score -2.275269e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 177293 members 
Entering Unmasked Estep 
Score: -22752696.000000 Penalty: 6010.560547
	Iteration 91Q: 3 clusters Score -2.27527e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 177324 members 
Entering Unmasked Estep 
Score: -22752714.000000 Penalty: 6010.560547
	Iteration 92Q: 3 clusters Score -2.275271e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 177345 members 
Entering Unmasked Estep 
Score: -22752718.000000 Penalty: 6010.560547
	Iteration 93Q: 3 clusters Score -2.275272e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 177367 members 
Entering Unmasked Estep 
Score: -22752708.000000 Penalty: 6010.560547
	Iteration 94Q: 3 clusters Score -2.275271e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 177381 members 
Entering Unmasked Estep 
Score: -22752710.000000 Penalty: 6010.560547
	Iteration 95Q: 3 clusters Score -2.275271e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 177395 members 
Entering Unmasked Estep 
Score: -22752706.000000 Penalty: 6010.560547
	Iteration 96Q: 3 clusters Score -2.275271e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 177404 members 
Entering Unmasked Estep 
Score: -22752692.000000 Penalty: 6010.560547
	Iteration 97Q: 3 clusters Score -2.275269e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 177412 members 
Entering Unmasked Estep 
Score: -22752706.000000 Penalty: 6010.560547
	Iteration 98Q: 3 clusters Score -2.275271e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 177425 members 
Entering Unmasked Estep 
Score: -22752706.000000 Penalty: 6010.560547
	Iteration 99Q: 3 clusters Score -2.275271e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 177442 members 
Entering Unmasked Estep 
Score: -22752706.000000 Penalty: 6010.560547
	Iteration 100F: 3 clusters Score -2.275271e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 177453 members 
Entering Unmasked Estep 
Score: -22752706.000000 Penalty: 6010.560547
	Iteration 101Q: 3 clusters Score -2.275271e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 177464 members 
Entering Unmasked Estep 
Score: -22752696.000000 Penalty: 6010.560547
	Iteration 102Q: 3 clusters Score -2.27527e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 177479 members 
Entering Unmasked Estep 
Score: -22752704.000000 Penalty: 6010.560547
	Iteration 103Q: 3 clusters Score -2.27527e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 177493 members 
Entering Unmasked Estep 
Score: -22752688.000000 Penalty: 6010.560547
	Iteration 104Q: 3 clusters Score -2.275269e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 177506 members 
Entering Unmasked Estep 
Score: -22752710.000000 Penalty: 6010.560547
	Iteration 105Q: 3 clusters Score -2.275271e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 177515 members 
Entering Unmasked Estep 
Score: -22752700.000000 Penalty: 6010.560547
	Iteration 106Q: 3 clusters Score -2.27527e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 177536 members 
Entering Unmasked Estep 
Score: -22752702.000000 Penalty: 6010.560547
	Iteration 107Q: 3 clusters Score -2.27527e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 177557 members 
Entering Unmasked Estep 
Score: -22752704.000000 Penalty: 6010.560547
	Iteration 108Q: 3 clusters Score -2.27527e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 177571 members 
Entering Unmasked Estep 
Score: -22752700.000000 Penalty: 6010.560547
	Iteration 109Q: 3 clusters Score -2.27527e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 177581 members 
Entering Unmasked Estep 
Score: -22752702.000000 Penalty: 6010.560547
	Iteration 110Q: 3 clusters Score -2.27527e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 177591 members 
Entering Unmasked Estep 
Score: -22752698.000000 Penalty: 6010.560547
	Iteration 111Q: 3 clusters Score -2.27527e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 177604 members 
Entering Unmasked Estep 
Score: -22752706.000000 Penalty: 6010.560547
	Iteration 112Q: 3 clusters Score -2.275271e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 177617 members 
Entering Unmasked Estep 
Score: -22752704.000000 Penalty: 6010.560547
	Iteration 113Q: 3 clusters Score -2.27527e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 177628 members 
Entering Unmasked Estep 
Score: -22752688.000000 Penalty: 6010.560547
	Iteration 114Q: 3 clusters Score -2.275269e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 177635 members 
Entering Unmasked Estep 
Score: -22752692.000000 Penalty: 6010.560547
	Iteration 115Q: 3 clusters Score -2.275269e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 177646 members 
Entering Unmasked Estep 
Score: -22752710.000000 Penalty: 6010.560547
	Iteration 116Q: 3 clusters Score -2.275271e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 177655 members 
Entering Unmasked Estep 
Score: -22752698.000000 Penalty: 6010.560547
	Iteration 117Q: 3 clusters Score -2.27527e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 177665 members 
Entering Unmasked Estep 
Score: -22752694.000000 Penalty: 6010.560547
	Iteration 118Q: 3 clusters Score -2.275269e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 177673 members 
Entering Unmasked Estep 
Score: -22752706.000000 Penalty: 6010.560547
	Iteration 119Q: 3 clusters Score -2.275271e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 177682 members 
Entering Unmasked Estep 
Score: -22752694.000000 Penalty: 6010.560547
	Iteration 120F: 3 clusters Score -2.275269e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 177689 members 
Entering Unmasked Estep 
Score: -22752686.000000 Penalty: 6010.560547
	Iteration 121Q: 3 clusters Score -2.275269e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 177691 members 
Entering Unmasked Estep 
Score: -22752692.000000 Penalty: 6010.560547
	Iteration 122Q: 3 clusters Score -2.275269e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 177701 members 
Entering Unmasked Estep 
Score: -22752694.000000 Penalty: 6010.560547
	Iteration 123Q: 3 clusters Score -2.275269e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 177706 members 
Entering Unmasked Estep 
Score: -22752680.000000 Penalty: 6010.560547
	Iteration 124Q: 3 clusters Score -2.275268e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 177715 members 
Entering Unmasked Estep 
Score: -22752694.000000 Penalty: 6010.560547
	Iteration 125Q: 3 clusters Score -2.275269e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 177730 members 
Entering Unmasked Estep 
Score: -22752680.000000 Penalty: 6010.560547
	Iteration 126Q: 3 clusters Score -2.275268e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 177742 members 
Entering Unmasked Estep 
Score: -22752704.000000 Penalty: 6010.560547
	Iteration 127Q: 3 clusters Score -2.27527e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 177758 members 
Entering Unmasked Estep 
Score: -22752698.000000 Penalty: 6010.560547
	Iteration 128Q: 3 clusters Score -2.27527e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 177772 members 
Entering Unmasked Estep 
Score: -22752706.000000 Penalty: 6010.560547
	Iteration 129Q: 3 clusters Score -2.275271e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 177777 members 
Entering Unmasked Estep 
Score: -22752734.000000 Penalty: 6010.560547
	Iteration 130Q: 3 clusters Score -2.275273e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 177784 members 
Entering Unmasked Estep 
Score: -22752722.000000 Penalty: 6010.560547
	Iteration 131Q: 3 clusters Score -2.275272e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 177796 members 
Entering Unmasked Estep 
Score: -22752738.000000 Penalty: 6010.560547
	Iteration 132Q: 3 clusters Score -2.275274e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 177809 members 
Entering Unmasked Estep 
Score: -22752728.000000 Penalty: 6010.560547
	Iteration 133Q: 3 clusters Score -2.275273e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 177818 members 
Entering Unmasked Estep 
Score: -22752726.000000 Penalty: 6010.560547
	Iteration 134Q: 3 clusters Score -2.275273e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 177829 members 
Entering Unmasked Estep 
Score: -22752746.000000 Penalty: 6010.560547
	Iteration 135Q: 3 clusters Score -2.275275e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 177840 members 
Entering Unmasked Estep 
Score: -22752730.000000 Penalty: 6010.560547
	Iteration 136Q: 3 clusters Score -2.275273e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 177855 members 
Entering Unmasked Estep 
Score: -22752730.000000 Penalty: 6010.560547
	Iteration 137Q: 3 clusters Score -2.275273e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 177862 members 
Entering Unmasked Estep 
Score: -22752722.000000 Penalty: 6010.560547
	Iteration 138Q: 3 clusters Score -2.275272e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 177871 members 
Entering Unmasked Estep 
Score: -22752732.000000 Penalty: 6010.560547
	Iteration 139Q: 3 clusters Score -2.275273e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 177882 members 
Entering Unmasked Estep 
Score: -22752698.000000 Penalty: 6010.560547
	Iteration 140F: 3 clusters Score -2.27527e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 177890 members 
Entering Unmasked Estep 
Score: -22752714.000000 Penalty: 6010.560547
	Iteration 141Q: 3 clusters Score -2.275271e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 177899 members 
Entering Unmasked Estep 
Score: -22752718.000000 Penalty: 6010.560547
	Iteration 142Q: 3 clusters Score -2.275272e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 177908 members 
Entering Unmasked Estep 
Score: -22752720.000000 Penalty: 6010.560547
	Iteration 143Q: 3 clusters Score -2.275272e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 177917 members 
Entering Unmasked Estep 
Score: -22752730.000000 Penalty: 6010.560547
	Iteration 144Q: 3 clusters Score -2.275273e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 177928 members 
Entering Unmasked Estep 
Score: -22752720.000000 Penalty: 6010.560547
	Iteration 145Q: 3 clusters Score -2.275272e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 177940 members 
Entering Unmasked Estep 
Score: -22752714.000000 Penalty: 6010.560547
	Iteration 146Q: 3 clusters Score -2.275271e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 177953 members 
Entering Unmasked Estep 
Score: -22752724.000000 Penalty: 6010.560547
	Iteration 147Q: 3 clusters Score -2.275272e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 177963 members 
Entering Unmasked Estep 
Score: -22752708.000000 Penalty: 6010.560547
	Iteration 148Q: 3 clusters Score -2.275271e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 177967 members 
Entering Unmasked Estep 
Score: -22752710.000000 Penalty: 6010.560547
	Iteration 149Q: 3 clusters Score -2.275271e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 177974 members 
Entering Unmasked Estep 
Score: -22752722.000000 Penalty: 6010.560547
	Iteration 150Q: 3 clusters Score -2.275272e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 177981 members 
Entering Unmasked Estep 
Score: -22752712.000000 Penalty: 6010.560547
	Iteration 151Q: 3 clusters Score -2.275271e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 177993 members 
Entering Unmasked Estep 
Score: -22752712.000000 Penalty: 6010.560547
	Iteration 152Q: 3 clusters Score -2.275271e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 177999 members 
Entering Unmasked Estep 
Score: -22752700.000000 Penalty: 6010.560547
	Iteration 153Q: 3 clusters Score -2.27527e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 178012 members 
Entering Unmasked Estep 
Score: -22752690.000000 Penalty: 6010.560547
	Iteration 154Q: 3 clusters Score -2.275269e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 178024 members 
Entering Unmasked Estep 
Score: -22752694.000000 Penalty: 6010.560547
	Iteration 155Q: 3 clusters Score -2.275269e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 178036 members 
Entering Unmasked Estep 
Score: -22752684.000000 Penalty: 6010.560547
	Iteration 156Q: 3 clusters Score -2.275268e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 178042 members 
Entering Unmasked Estep 
Score: -22752686.000000 Penalty: 6010.560547
	Iteration 157Q: 3 clusters Score -2.275269e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 178050 members 
Entering Unmasked Estep 
Score: -22752690.000000 Penalty: 6010.560547
	Iteration 158Q: 3 clusters Score -2.275269e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 178059 members 
Entering Unmasked Estep 
Score: -22752680.000000 Penalty: 6010.560547
	Iteration 159Q: 3 clusters Score -2.275268e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 178067 members 
Entering Unmasked Estep 
Score: -22752694.000000 Penalty: 6010.560547
	Iteration 160F: 3 clusters Score -2.275269e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 178069 members 
Entering Unmasked Estep 
Score: -22752706.000000 Penalty: 6010.560547
	Iteration 161Q: 3 clusters Score -2.275271e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 178072 members 
Entering Unmasked Estep 
Score: -22752694.000000 Penalty: 6010.560547
	Iteration 162Q: 3 clusters Score -2.275269e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 178074 members 
Entering Unmasked Estep 
Score: -22752702.000000 Penalty: 6010.560547
	Iteration 163Q: 3 clusters Score -2.27527e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 178075 members 
Entering Unmasked Estep 
Score: -22752698.000000 Penalty: 6010.560547
	Iteration 164Q: 3 clusters Score -2.27527e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 178077 members 
Entering Unmasked Estep 
Score: -22752704.000000 Penalty: 6010.560547
	Iteration 165Q: 3 clusters Score -2.27527e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 178079 members 
Entering Unmasked Estep 
Score: -22752702.000000 Penalty: 6010.560547
	Iteration 166Q: 3 clusters Score -2.27527e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 178081 members 
Entering Unmasked Estep 
Score: -22752710.000000 Penalty: 6010.560547
	Iteration 167Q: 3 clusters Score -2.275271e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 178082 members 
Entering Unmasked Estep 
Score: -22752698.000000 Penalty: 6010.560547
	Iteration 168Q: 3 clusters Score -2.27527e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 178084 members 
Entering Unmasked Estep 
Score: -22752696.000000 Penalty: 6010.560547
	Iteration 169Q: 3 clusters Score -2.27527e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 178085 members 
Entering Unmasked Estep 
Score: -22752692.000000 Penalty: 6010.560547
	Iteration 170Q: 3 clusters Score -2.275269e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 178089 members 
Entering Unmasked Estep 
Score: -22752704.000000 Penalty: 6010.560547
	Iteration 171Q: 3 clusters Score -2.27527e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 178090 members 
Entering Unmasked Estep 
Score: -22752696.000000 Penalty: 6010.560547
	Iteration 172Q: 3 clusters Score -2.27527e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 178098 members 
Entering Unmasked Estep 
Score: -22752700.000000 Penalty: 6010.560547
	Iteration 173Q: 3 clusters Score -2.27527e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 178109 members 
Entering Unmasked Estep 
Score: -22752700.000000 Penalty: 6010.560547
	Iteration 174Q: 3 clusters Score -2.27527e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 178118 members 
Entering Unmasked Estep 
Score: -22752690.000000 Penalty: 6010.560547
	Iteration 175Q: 3 clusters Score -2.275269e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 178125 members 
Entering Unmasked Estep 
Score: -22752688.000000 Penalty: 6010.560547
	Iteration 176Q: 3 clusters Score -2.275269e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 178128 members 
Entering Unmasked Estep 
Score: -22752680.000000 Penalty: 6010.560547
	Iteration 177Q: 3 clusters Score -2.275268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 178129 members 
Entering Unmasked Estep 
Score: -22752686.000000 Penalty: 6010.560547
	Iteration 178Q: 3 clusters Score -2.275269e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 178131 members 
Entering Unmasked Estep 
Score: -22752702.000000 Penalty: 6010.560547
	Iteration 179Q: 3 clusters Score -2.27527e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 178132 members 
Entering Unmasked Estep 
Score: -22752704.000000 Penalty: 6010.560547
	Iteration 180F: 3 clusters Score -2.27527e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 178134 members 
Entering Unmasked Estep 
Score: -22752688.000000 Penalty: 6010.560547
	Iteration 181Q: 3 clusters Score -2.275269e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 178136 members 
Entering Unmasked Estep 
Score: -22752686.000000 Penalty: 6010.560547
	Iteration 182Q: 3 clusters Score -2.275269e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 178138 members 
Entering Unmasked Estep 
Score: -22752698.000000 Penalty: 6010.560547
	Iteration 183Q: 3 clusters Score -2.27527e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 178141 members 
Entering Unmasked Estep 
Score: -22752696.000000 Penalty: 6010.560547
	Iteration 184Q: 3 clusters Score -2.27527e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 178143 members 
Entering Unmasked Estep 
Score: -22752704.000000 Penalty: 6010.560547
	Iteration 185Q: 3 clusters Score -2.27527e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 178144 members 
Entering Unmasked Estep 
Score: -22752700.000000 Penalty: 6010.560547
	Iteration 186Q: 3 clusters Score -2.27527e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 178147 members 
Entering Unmasked Estep 
Score: -22752700.000000 Penalty: 6010.560547
	Iteration 187Q: 3 clusters Score -2.27527e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 178149 members 
Entering Unmasked Estep 
Score: -22752692.000000 Penalty: 6010.560547
	Iteration 188Q: 3 clusters Score -2.275269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 178150 members 
Entering Unmasked Estep 
Score: -22752694.000000 Penalty: 6010.560547
	Iteration 189Q: 3 clusters Score -2.275269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 178151 members 
Entering Unmasked Estep 
Score: -22752692.000000 Penalty: 6010.560547
	Iteration 190Q: 3 clusters Score -2.275269e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 178153 members 
Entering Unmasked Estep 
Score: -22752698.000000 Penalty: 6010.560547
	Iteration 191Q: 3 clusters Score -2.27527e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 178157 members 
Entering Unmasked Estep 
Score: -22752694.000000 Penalty: 6010.560547
	Iteration 192Q: 3 clusters Score -2.275269e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 178160 members 
Entering Unmasked Estep 
Score: -22752686.000000 Penalty: 6010.560547
	Iteration 193Q: 3 clusters Score -2.275269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 178161 members 
Entering Unmasked Estep 
Score: -22752686.000000 Penalty: 6010.560547
	Iteration 194Q: 3 clusters Score -2.275269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 178162 members 
Entering Unmasked Estep 
Score: -22752692.000000 Penalty: 6010.560547
	Iteration 195Q: 3 clusters Score -2.275269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 178163 members 
Entering Unmasked Estep 
Score: -22752690.000000 Penalty: 6010.560547
	Iteration 196Q: 3 clusters Score -2.275269e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 178163 members 
Entering Unmasked Estep 
Score: -22752690.000000 Penalty: 6010.560547
	Iteration 197F: 3 clusters Score -2.275269e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (31412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Entering Unmasked Estep 
Score: -3950607.500000 Penalty: 2568.026367
	Iteration 0F: 2 clusters Score -3950608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -3929138.000000 Penalty: 5136.052734
	Iteration 0F: 3 clusters Score -3929138 nChanged 14104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -3937188.250000 Penalty: 5136.052734
	Iteration 1F: 3 clusters Score -3937188 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -3938001.250000 Penalty: 5136.052734
	Iteration 2F: 3 clusters Score -3938001 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -3938933.500000 Penalty: 5136.052734
	Iteration 3F: 3 clusters Score -3938934 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -3939989.500000 Penalty: 5136.052734
	Iteration 4F: 3 clusters Score -3939990 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -3941109.750000 Penalty: 5136.052734
	Iteration 5F: 3 clusters Score -3941110 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -3942376.250000 Penalty: 5136.052734
	Iteration 6F: 3 clusters Score -3942376 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -3943560.250000 Penalty: 5136.052734
	Iteration 7F: 3 clusters Score -3943560 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -3944548.500000 Penalty: 5136.052734
	Iteration 8F: 3 clusters Score -3944548 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -3945207.000000 Penalty: 5136.052734
	Iteration 9Q: 3 clusters Score -3945207 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -3945575.000000 Penalty: 5136.052734
	Iteration 10Q: 3 clusters Score -3945575 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -3945808.250000 Penalty: 5136.052734
	Iteration 11Q: 3 clusters Score -3945808 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -3946032.250000 Penalty: 5136.052734
	Iteration 12Q: 3 clusters Score -3946032 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -3946230.500000 Penalty: 5136.052734
	Iteration 13Q: 3 clusters Score -3946230 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -3946453.000000 Penalty: 5136.052734
	Iteration 14Q: 3 clusters Score -3946453 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -3946650.250000 Penalty: 5136.052734
	Iteration 15Q: 3 clusters Score -3946650 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -3946888.750000 Penalty: 5136.052734
	Iteration 16Q: 3 clusters Score -3946889 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -3947055.000000 Penalty: 5136.052734
	Iteration 17Q: 3 clusters Score -3947055 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -3947216.250000 Penalty: 5136.052734
	Iteration 18Q: 3 clusters Score -3947216 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -3947332.250000 Penalty: 5136.052734
	Iteration 19Q: 3 clusters Score -3947332 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -3947459.000000 Penalty: 5136.052734
	Iteration 20F: 3 clusters Score -3947459 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -3947587.250000 Penalty: 5136.052734
	Iteration 21Q: 3 clusters Score -3947587 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -3947691.000000 Penalty: 5136.052734
	Iteration 22Q: 3 clusters Score -3947691 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -3947762.500000 Penalty: 5136.052734
	Iteration 23Q: 3 clusters Score -3947762 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -3947836.250000 Penalty: 5136.052734
	Iteration 24Q: 3 clusters Score -3947836 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -3947863.250000 Penalty: 5136.052734
	Iteration 25Q: 3 clusters Score -3947863 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -3947933.250000 Penalty: 5136.052734
	Iteration 26Q: 3 clusters Score -3947933 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -3947968.000000 Penalty: 5136.052734
	Iteration 27Q: 3 clusters Score -3947968 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -3947990.250000 Penalty: 5136.052734
	Iteration 28Q: 3 clusters Score -3947990 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -3948018.750000 Penalty: 5136.052734
	Iteration 29Q: 3 clusters Score -3948019 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -3948030.250000 Penalty: 5136.052734
	Iteration 30Q: 3 clusters Score -3948030 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -3948047.750000 Penalty: 5136.052734
	Iteration 31Q: 3 clusters Score -3948048 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -3948058.500000 Penalty: 5136.052734
	Iteration 32Q: 3 clusters Score -3948058 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -3948065.000000 Penalty: 5136.052734
	Iteration 33Q: 3 clusters Score -3948065 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -3948090.500000 Penalty: 5136.052734
	Iteration 34Q: 3 clusters Score -3948090 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -3948101.750000 Penalty: 5136.052734
	Iteration 35Q: 3 clusters Score -3948102 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -3948100.500000 Penalty: 5136.052734
	Iteration 36Q: 3 clusters Score -3948100 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -3948094.250000 Penalty: 5136.052734
	Iteration 37Q: 3 clusters Score -3948094 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -3948096.250000 Penalty: 5136.052734
	Iteration 38Q: 3 clusters Score -3948096 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -3948100.250000 Penalty: 5136.052734
	Iteration 39Q: 3 clusters Score -3948100 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -3948103.250000 Penalty: 5136.052734
	Iteration 40F: 3 clusters Score -3948103 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -3948098.000000 Penalty: 5136.052734
	Iteration 41Q: 3 clusters Score -3948098 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -3948108.250000 Penalty: 5136.052734
	Iteration 42Q: 3 clusters Score -3948108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -3948117.000000 Penalty: 5136.052734
	Iteration 43Q: 3 clusters Score -3948117 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -3948119.500000 Penalty: 5136.052734
	Iteration 44Q: 3 clusters Score -3948120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -3948112.500000 Penalty: 5136.052734
	Iteration 45Q: 3 clusters Score -3948112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 20562 members 
Entering Unmasked Estep 
Score: -3948107.750000 Penalty: 5136.052734
	Iteration 46Q: 3 clusters Score -3948108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 20582 members 
Entering Unmasked Estep 
Score: -3948124.500000 Penalty: 5136.052734
	Iteration 47Q: 3 clusters Score -3948124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 20598 members 
Entering Unmasked Estep 
Score: -3948121.500000 Penalty: 5136.052734
	Iteration 48Q: 3 clusters Score -3948122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -3948120.500000 Penalty: 5136.052734
	Iteration 49Q: 3 clusters Score -3948120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -3948118.000000 Penalty: 5136.052734
	Iteration 50Q: 3 clusters Score -3948118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -3948113.750000 Penalty: 5136.052734
	Iteration 51Q: 3 clusters Score -3948114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -3948116.250000 Penalty: 5136.052734
	Iteration 52Q: 3 clusters Score -3948116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -3948118.250000 Penalty: 5136.052734
	Iteration 53Q: 3 clusters Score -3948118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -3948118.500000 Penalty: 5136.052734
	Iteration 54Q: 3 clusters Score -3948118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -3948125.250000 Penalty: 5136.052734
	Iteration 55Q: 3 clusters Score -3948125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -3948124.000000 Penalty: 5136.052734
	Iteration 56Q: 3 clusters Score -3948124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -3948122.000000 Penalty: 5136.052734
	Iteration 57Q: 3 clusters Score -3948122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -3948123.000000 Penalty: 5136.052734
	Iteration 58Q: 3 clusters Score -3948123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -3948125.500000 Penalty: 5136.052734
	Iteration 59Q: 3 clusters Score -3948126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -3948125.500000 Penalty: 5136.052734
	Iteration 60F: 3 clusters Score -3948126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Entering Unmasked Estep 
Score: -1517753.000000 Penalty: 2337.251953
	Iteration 0F: 2 clusters Score -1517753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1508482.875000 Penalty: 4674.503906
	Iteration 0F: 3 clusters Score -1508483 nChanged 5277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1511351.750000 Penalty: 4674.503906
	Iteration 1F: 3 clusters Score -1511352 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1511718.875000 Penalty: 4674.503906
	Iteration 2F: 3 clusters Score -1511719 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1512030.125000 Penalty: 4674.503906
	Iteration 3Q: 3 clusters Score -1512030 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1512392.625000 Penalty: 4674.503906
	Iteration 4Q: 3 clusters Score -1512393 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1512805.500000 Penalty: 4674.503906
	Iteration 5Q: 3 clusters Score -1512806 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1513177.750000 Penalty: 4674.503906
	Iteration 6Q: 3 clusters Score -1513178 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1513504.750000 Penalty: 4674.503906
	Iteration 7Q: 3 clusters Score -1513505 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1513833.125000 Penalty: 4674.503906
	Iteration 8Q: 3 clusters Score -1513833 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1514155.500000 Penalty: 4674.503906
	Iteration 9Q: 3 clusters Score -1514156 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1514411.000000 Penalty: 4674.503906
	Iteration 10Q: 3 clusters Score -1514411 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1514611.375000 Penalty: 4674.503906
	Iteration 11Q: 3 clusters Score -1514611 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1514798.875000 Penalty: 4674.503906
	Iteration 12Q: 3 clusters Score -1514799 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1514993.500000 Penalty: 4674.503906
	Iteration 13Q: 3 clusters Score -1514994 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1515192.750000 Penalty: 4674.503906
	Iteration 14Q: 3 clusters Score -1515193 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1515439.250000 Penalty: 4674.503906
	Iteration 15Q: 3 clusters Score -1515439 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1515712.750000 Penalty: 4674.503906
	Iteration 16Q: 3 clusters Score -1515713 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1515956.750000 Penalty: 4674.503906
	Iteration 17Q: 3 clusters Score -1515957 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1516188.750000 Penalty: 4674.503906
	Iteration 18Q: 3 clusters Score -1516189 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1516392.625000 Penalty: 4674.503906
	Iteration 19Q: 3 clusters Score -1516393 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1516534.750000 Penalty: 4674.503906
	Iteration 20F: 3 clusters Score -1516535 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1516664.000000 Penalty: 4674.503906
	Iteration 21Q: 3 clusters Score -1516664 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1516749.250000 Penalty: 4674.503906
	Iteration 22Q: 3 clusters Score -1516749 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1516803.875000 Penalty: 4674.503906
	Iteration 23Q: 3 clusters Score -1516804 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1516849.125000 Penalty: 4674.503906
	Iteration 24Q: 3 clusters Score -1516849 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1516896.375000 Penalty: 4674.503906
	Iteration 25Q: 3 clusters Score -1516896 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1516934.125000 Penalty: 4674.503906
	Iteration 26Q: 3 clusters Score -1516934 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1516955.500000 Penalty: 4674.503906
	Iteration 27Q: 3 clusters Score -1516956 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11230 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1516975.625000 Penalty: 4674.503906
	Iteration 28Q: 3 clusters Score -1516976 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1516993.250000 Penalty: 4674.503906
	Iteration 29Q: 3 clusters Score -1516993 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1517008.500000 Penalty: 4674.503906
	Iteration 30Q: 3 clusters Score -1517008 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1517018.375000 Penalty: 4674.503906
	Iteration 31Q: 3 clusters Score -1517018 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1517028.000000 Penalty: 4674.503906
	Iteration 32Q: 3 clusters Score -1517028 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1517042.250000 Penalty: 4674.503906
	Iteration 33Q: 3 clusters Score -1517042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1517049.500000 Penalty: 4674.503906
	Iteration 34Q: 3 clusters Score -1517050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1517059.750000 Penalty: 4674.503906
	Iteration 35Q: 3 clusters Score -1517060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1517065.375000 Penalty: 4674.503906
	Iteration 36Q: 3 clusters Score -1517065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1517069.375000 Penalty: 4674.503906
	Iteration 37Q: 3 clusters Score -1517069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1517072.375000 Penalty: 4674.503906
	Iteration 38Q: 3 clusters Score -1517072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1517072.500000 Penalty: 4674.503906
	Iteration 39Q: 3 clusters Score -1517072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1517076.875000 Penalty: 4674.503906
	Iteration 40F: 3 clusters Score -1517077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1517080.125000 Penalty: 4674.503906
	Iteration 41Q: 3 clusters Score -1517080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1517086.250000 Penalty: 4674.503906
	Iteration 42Q: 3 clusters Score -1517086 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1517088.625000 Penalty: 4674.503906
	Iteration 43Q: 3 clusters Score -1517089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1517096.375000 Penalty: 4674.503906
	Iteration 44Q: 3 clusters Score -1517096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1517101.375000 Penalty: 4674.503906
	Iteration 45Q: 3 clusters Score -1517101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1517101.250000 Penalty: 4674.503906
	Iteration 46Q: 3 clusters Score -1517101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1517104.625000 Penalty: 4674.503906
	Iteration 47Q: 3 clusters Score -1517105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1517106.125000 Penalty: 4674.503906
	Iteration 48Q: 3 clusters Score -1517106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1517105.750000 Penalty: 4674.503906
	Iteration 49Q: 3 clusters Score -1517106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1517105.250000 Penalty: 4674.503906
	Iteration 50Q: 3 clusters Score -1517105 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1517105.250000 Penalty: 4674.503906
	Iteration 51F: 3 clusters Score -1517105 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Entering Unmasked Estep 
Score: -1228726.375000 Penalty: 2295.056885
	Iteration 0F: 2 clusters Score -1228726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1220814.375000 Penalty: 4590.113770
	Iteration 0F: 3 clusters Score -1220814 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1223046.000000 Penalty: 4590.113770
	Iteration 1F: 3 clusters Score -1223046 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1223379.875000 Penalty: 4590.113770
	Iteration 2F: 3 clusters Score -1223380 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1223604.500000 Penalty: 4590.113770
	Iteration 3F: 3 clusters Score -1223604 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1223778.625000 Penalty: 4590.113770
	Iteration 4Q: 3 clusters Score -1223779 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1223918.000000 Penalty: 4590.113770
	Iteration 5Q: 3 clusters Score -1223918 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1224030.250000 Penalty: 4590.113770
	Iteration 6Q: 3 clusters Score -1224030 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1224128.375000 Penalty: 4590.113770
	Iteration 7Q: 3 clusters Score -1224128 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1224226.125000 Penalty: 4590.113770
	Iteration 8Q: 3 clusters Score -1224226 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1224334.750000 Penalty: 4590.113770
	Iteration 9Q: 3 clusters Score -1224335 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1224429.625000 Penalty: 4590.113770
	Iteration 10Q: 3 clusters Score -1224430 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1224532.000000 Penalty: 4590.113770
	Iteration 11Q: 3 clusters Score -1224532 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1224653.125000 Penalty: 4590.113770
	Iteration 12Q: 3 clusters Score -1224653 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1224802.500000 Penalty: 4590.113770
	Iteration 13Q: 3 clusters Score -1224802 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1224955.500000 Penalty: 4590.113770
	Iteration 14Q: 3 clusters Score -1224956 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1225115.625000 Penalty: 4590.113770
	Iteration 15Q: 3 clusters Score -1225116 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1225262.000000 Penalty: 4590.113770
	Iteration 16Q: 3 clusters Score -1225262 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1225421.500000 Penalty: 4590.113770
	Iteration 17Q: 3 clusters Score -1225422 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1225630.000000 Penalty: 4590.113770
	Iteration 18Q: 3 clusters Score -1225630 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1225824.625000 Penalty: 4590.113770
	Iteration 19Q: 3 clusters Score -1225825 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1225988.750000 Penalty: 4590.113770
	Iteration 20F: 3 clusters Score -1225989 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1226123.750000 Penalty: 4590.113770
	Iteration 21Q: 3 clusters Score -1226124 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1226250.500000 Penalty: 4590.113770
	Iteration 22Q: 3 clusters Score -1226250 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1226361.000000 Penalty: 4590.113770
	Iteration 23Q: 3 clusters Score -1226361 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1226433.875000 Penalty: 4590.113770
	Iteration 24Q: 3 clusters Score -1226434 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1226511.750000 Penalty: 4590.113770
	Iteration 25Q: 3 clusters Score -1226512 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1226568.625000 Penalty: 4590.113770
	Iteration 26Q: 3 clusters Score -1226569 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1226617.750000 Penalty: 4590.113770
	Iteration 27Q: 3 clusters Score -1226618 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1226657.500000 Penalty: 4590.113770
	Iteration 28Q: 3 clusters Score -1226658 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1226697.000000 Penalty: 4590.113770
	Iteration 29Q: 3 clusters Score -1226697 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1226731.125000 Penalty: 4590.113770
	Iteration 30Q: 3 clusters Score -1226731 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1226763.375000 Penalty: 4590.113770
	Iteration 31Q: 3 clusters Score -1226763 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1226778.500000 Penalty: 4590.113770
	Iteration 32Q: 3 clusters Score -1226778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1226787.625000 Penalty: 4590.113770
	Iteration 33Q: 3 clusters Score -1226788 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1226797.750000 Penalty: 4590.113770
	Iteration 34Q: 3 clusters Score -1226798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1226804.750000 Penalty: 4590.113770
	Iteration 35Q: 3 clusters Score -1226805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1226810.250000 Penalty: 4590.113770
	Iteration 36Q: 3 clusters Score -1226810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1226812.125000 Penalty: 4590.113770
	Iteration 37Q: 3 clusters Score -1226812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1226817.375000 Penalty: 4590.113770
	Iteration 38Q: 3 clusters Score -1226817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1226819.875000 Penalty: 4590.113770
	Iteration 39Q: 3 clusters Score -1226820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1226825.875000 Penalty: 4590.113770
	Iteration 40F: 3 clusters Score -1226826 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1226826.000000 Penalty: 4590.113770
	Iteration 41Q: 3 clusters Score -1226826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1226831.750000 Penalty: 4590.113770
	Iteration 42Q: 3 clusters Score -1226832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1226833.375000 Penalty: 4590.113770
	Iteration 43Q: 3 clusters Score -1226833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1226838.625000 Penalty: 4590.113770
	Iteration 44Q: 3 clusters Score -1226839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1226841.875000 Penalty: 4590.113770
	Iteration 45Q: 3 clusters Score -1226842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1226844.625000 Penalty: 4590.113770
	Iteration 46Q: 3 clusters Score -1226845 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1226846.625000 Penalty: 4590.113770
	Iteration 47Q: 3 clusters Score -1226847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1226847.500000 Penalty: 4590.113770
	Iteration 48Q: 3 clusters Score -1226848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1226847.750000 Penalty: 4590.113770
	Iteration 49Q: 3 clusters Score -1226848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1226849.500000 Penalty: 4590.113770
	Iteration 50Q: 3 clusters Score -1226850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1226850.750000 Penalty: 4590.113770
	Iteration 51Q: 3 clusters Score -1226851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1226852.625000 Penalty: 4590.113770
	Iteration 52Q: 3 clusters Score -1226853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1226851.875000 Penalty: 4590.113770
	Iteration 53Q: 3 clusters Score -1226852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1226853.875000 Penalty: 4590.113770
	Iteration 54Q: 3 clusters Score -1226854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1226859.625000 Penalty: 4590.113770
	Iteration 55Q: 3 clusters Score -1226860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1226864.000000 Penalty: 4590.113770
	Iteration 56Q: 3 clusters Score -1226864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1226871.125000 Penalty: 4590.113770
	Iteration 57Q: 3 clusters Score -1226871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1226876.125000 Penalty: 4590.113770
	Iteration 58Q: 3 clusters Score -1226876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1226878.000000 Penalty: 4590.113770
	Iteration 59Q: 3 clusters Score -1226878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1226882.250000 Penalty: 4590.113770
	Iteration 60F: 3 clusters Score -1226882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1226883.125000 Penalty: 4590.113770
	Iteration 61Q: 3 clusters Score -1226883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1226883.500000 Penalty: 4590.113770
	Iteration 62Q: 3 clusters Score -1226884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1226882.500000 Penalty: 4590.113770
	Iteration 63Q: 3 clusters Score -1226882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1226882.000000 Penalty: 4590.113770
	Iteration 64Q: 3 clusters Score -1226882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1226882.875000 Penalty: 4590.113770
	Iteration 65Q: 3 clusters Score -1226883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1226884.000000 Penalty: 4590.113770
	Iteration 66Q: 3 clusters Score -1226884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1226885.000000 Penalty: 4590.113770
	Iteration 67Q: 3 clusters Score -1226885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1226884.500000 Penalty: 4590.113770
	Iteration 68Q: 3 clusters Score -1226884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1226883.250000 Penalty: 4590.113770
	Iteration 69Q: 3 clusters Score -1226883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1226885.250000 Penalty: 4590.113770
	Iteration 70Q: 3 clusters Score -1226885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1226885.125000 Penalty: 4590.113770
	Iteration 71Q: 3 clusters Score -1226885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1226888.125000 Penalty: 4590.113770
	Iteration 72Q: 3 clusters Score -1226888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1226892.750000 Penalty: 4590.113770
	Iteration 73Q: 3 clusters Score -1226893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1226899.500000 Penalty: 4590.113770
	Iteration 74Q: 3 clusters Score -1226900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9690 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1226903.625000 Penalty: 4590.113770
	Iteration 75Q: 3 clusters Score -1226904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1226905.125000 Penalty: 4590.113770
	Iteration 76Q: 3 clusters Score -1226905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1226909.125000 Penalty: 4590.113770
	Iteration 77Q: 3 clusters Score -1226909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1226910.000000 Penalty: 4590.113770
	Iteration 78Q: 3 clusters Score -1226910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1226910.000000 Penalty: 4590.113770
	Iteration 79F: 3 clusters Score -1226910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Entering Unmasked Estep 
Score: -1254175.000000 Penalty: 2277.987305
	Iteration 0F: 2 clusters Score -1254175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1246635.125000 Penalty: 4555.974609
	Iteration 0F: 3 clusters Score -1246635 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1248744.500000 Penalty: 4555.974609
	Iteration 1F: 3 clusters Score -1248744 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -1249016.500000 Penalty: 4555.974609
	Iteration 2F: 3 clusters Score -1249016 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1249230.250000 Penalty: 4555.974609
	Iteration 3F: 3 clusters Score -1249230 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -1249387.000000 Penalty: 4555.974609
	Iteration 4Q: 3 clusters Score -1249387 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1249502.750000 Penalty: 4555.974609
	Iteration 5Q: 3 clusters Score -1249503 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1249600.125000 Penalty: 4555.974609
	Iteration 6Q: 3 clusters Score -1249600 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1249705.250000 Penalty: 4555.974609
	Iteration 7Q: 3 clusters Score -1249705 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1249806.250000 Penalty: 4555.974609
	Iteration 8Q: 3 clusters Score -1249806 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1249912.125000 Penalty: 4555.974609
	Iteration 9Q: 3 clusters Score -1249912 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1250049.625000 Penalty: 4555.974609
	Iteration 10Q: 3 clusters Score -1250050 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1250218.125000 Penalty: 4555.974609
	Iteration 11Q: 3 clusters Score -1250218 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1250415.250000 Penalty: 4555.974609
	Iteration 12Q: 3 clusters Score -1250415 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1250614.500000 Penalty: 4555.974609
	Iteration 13Q: 3 clusters Score -1250614 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1250816.500000 Penalty: 4555.974609
	Iteration 14Q: 3 clusters Score -1250816 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1250991.875000 Penalty: 4555.974609
	Iteration 15Q: 3 clusters Score -1250992 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1251138.750000 Penalty: 4555.974609
	Iteration 16Q: 3 clusters Score -1251139 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1251244.750000 Penalty: 4555.974609
	Iteration 17Q: 3 clusters Score -1251245 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1251319.875000 Penalty: 4555.974609
	Iteration 18Q: 3 clusters Score -1251320 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1251379.250000 Penalty: 4555.974609
	Iteration 19Q: 3 clusters Score -1251379 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1251430.625000 Penalty: 4555.974609
	Iteration 20F: 3 clusters Score -1251431 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1251469.000000 Penalty: 4555.974609
	Iteration 21Q: 3 clusters Score -1251469 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1251501.000000 Penalty: 4555.974609
	Iteration 22Q: 3 clusters Score -1251501 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1251529.000000 Penalty: 4555.974609
	Iteration 23Q: 3 clusters Score -1251529 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1251547.500000 Penalty: 4555.974609
	Iteration 24Q: 3 clusters Score -1251548 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1251565.000000 Penalty: 4555.974609
	Iteration 25Q: 3 clusters Score -1251565 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1251578.500000 Penalty: 4555.974609
	Iteration 26Q: 3 clusters Score -1251578 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1251587.500000 Penalty: 4555.974609
	Iteration 27Q: 3 clusters Score -1251588 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1251599.250000 Penalty: 4555.974609
	Iteration 28Q: 3 clusters Score -1251599 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1251605.750000 Penalty: 4555.974609
	Iteration 29Q: 3 clusters Score -1251606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1251615.625000 Penalty: 4555.974609
	Iteration 30Q: 3 clusters Score -1251616 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1251621.500000 Penalty: 4555.974609
	Iteration 31Q: 3 clusters Score -1251622 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1251626.500000 Penalty: 4555.974609
	Iteration 32Q: 3 clusters Score -1251626 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1251637.375000 Penalty: 4555.974609
	Iteration 33Q: 3 clusters Score -1251637 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1251644.250000 Penalty: 4555.974609
	Iteration 34Q: 3 clusters Score -1251644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1251651.250000 Penalty: 4555.974609
	Iteration 35Q: 3 clusters Score -1251651 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1251659.625000 Penalty: 4555.974609
	Iteration 36Q: 3 clusters Score -1251660 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1251673.250000 Penalty: 4555.974609
	Iteration 37Q: 3 clusters Score -1251673 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1251687.625000 Penalty: 4555.974609
	Iteration 38Q: 3 clusters Score -1251688 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1251699.625000 Penalty: 4555.974609
	Iteration 39Q: 3 clusters Score -1251700 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -1251709.625000 Penalty: 4555.974609
	Iteration 40F: 3 clusters Score -1251710 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -1251724.250000 Penalty: 4555.974609
	Iteration 41Q: 3 clusters Score -1251724 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1251737.125000 Penalty: 4555.974609
	Iteration 42Q: 3 clusters Score -1251737 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1251752.000000 Penalty: 4555.974609
	Iteration 43Q: 3 clusters Score -1251752 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1251776.250000 Penalty: 4555.974609
	Iteration 44Q: 3 clusters Score -1251776 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1251799.750000 Penalty: 4555.974609
	Iteration 45Q: 3 clusters Score -1251800 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1251817.625000 Penalty: 4555.974609
	Iteration 46Q: 3 clusters Score -1251818 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1251831.000000 Penalty: 4555.974609
	Iteration 47Q: 3 clusters Score -1251831 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1251843.250000 Penalty: 4555.974609
	Iteration 48Q: 3 clusters Score -1251843 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1251850.875000 Penalty: 4555.974609
	Iteration 49Q: 3 clusters Score -1251851 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1251861.875000 Penalty: 4555.974609
	Iteration 50Q: 3 clusters Score -1251862 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1251869.625000 Penalty: 4555.974609
	Iteration 51Q: 3 clusters Score -1251870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1251875.125000 Penalty: 4555.974609
	Iteration 52Q: 3 clusters Score -1251875 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1251883.375000 Penalty: 4555.974609
	Iteration 53Q: 3 clusters Score -1251883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1251884.000000 Penalty: 4555.974609
	Iteration 54Q: 3 clusters Score -1251884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1251886.250000 Penalty: 4555.974609
	Iteration 55Q: 3 clusters Score -1251886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1251889.375000 Penalty: 4555.974609
	Iteration 56Q: 3 clusters Score -1251889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1251894.375000 Penalty: 4555.974609
	Iteration 57Q: 3 clusters Score -1251894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1251901.250000 Penalty: 4555.974609
	Iteration 58Q: 3 clusters Score -1251901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1251901.625000 Penalty: 4555.974609
	Iteration 59Q: 3 clusters Score -1251902 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1251910.500000 Penalty: 4555.974609
	Iteration 60F: 3 clusters Score -1251910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1251916.750000 Penalty: 4555.974609
	Iteration 61Q: 3 clusters Score -1251917 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1251921.500000 Penalty: 4555.974609
	Iteration 62Q: 3 clusters Score -1251922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1251929.375000 Penalty: 4555.974609
	Iteration 63Q: 3 clusters Score -1251929 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1251937.625000 Penalty: 4555.974609
	Iteration 64Q: 3 clusters Score -1251938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1251943.375000 Penalty: 4555.974609
	Iteration 65Q: 3 clusters Score -1251943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1251944.375000 Penalty: 4555.974609
	Iteration 66Q: 3 clusters Score -1251944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1251944.000000 Penalty: 4555.974609
	Iteration 67Q: 3 clusters Score -1251944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1251948.625000 Penalty: 4555.974609
	Iteration 68Q: 3 clusters Score -1251949 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1251950.125000 Penalty: 4555.974609
	Iteration 69Q: 3 clusters Score -1251950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1251953.375000 Penalty: 4555.974609
	Iteration 70Q: 3 clusters Score -1251953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1251953.250000 Penalty: 4555.974609
	Iteration 71Q: 3 clusters Score -1251953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1251955.750000 Penalty: 4555.974609
	Iteration 72Q: 3 clusters Score -1251956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1251960.000000 Penalty: 4555.974609
	Iteration 73Q: 3 clusters Score -1251960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -1251963.250000 Penalty: 4555.974609
	Iteration 74Q: 3 clusters Score -1251963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1251962.125000 Penalty: 4555.974609
	Iteration 75Q: 3 clusters Score -1251962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1251962.000000 Penalty: 4555.974609
	Iteration 76Q: 3 clusters Score -1251962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1251964.750000 Penalty: 4555.974609
	Iteration 77Q: 3 clusters Score -1251965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1251964.500000 Penalty: 4555.974609
	Iteration 78Q: 3 clusters Score -1251964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1251970.000000 Penalty: 4555.974609
	Iteration 79Q: 3 clusters Score -1251970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -1251970.000000 Penalty: 4555.974609
	Iteration 80F: 3 clusters Score -1251970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1251969.375000 Penalty: 4555.974609
	Iteration 81Q: 3 clusters Score -1251969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1251971.250000 Penalty: 4555.974609
	Iteration 82Q: 3 clusters Score -1251971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1251971.250000 Penalty: 4555.974609
	Iteration 83F: 3 clusters Score -1251971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (62978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62978 members 
Entering Unmasked Estep 
Score: -7951430.000000 Penalty: 2740.534180
	Iteration 0F: 2 clusters Score -7951430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31732 members 
Mstep: Class 2 contains 31246 members 
Entering Unmasked Estep 
Score: -7909148.000000 Penalty: 5481.068359
	Iteration 0F: 3 clusters Score -7909148 nChanged 29425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34827 members 
Mstep: Class 2 contains 28151 members 
Entering Unmasked Estep 
Score: -7926038.500000 Penalty: 5481.068359
	Iteration 1F: 3 clusters Score -7926038 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36750 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -7927015.000000 Penalty: 5481.068359
	Iteration 2Q: 3 clusters Score -7927015 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -7928526.500000 Penalty: 5481.068359
	Iteration 3F: 3 clusters Score -7928526 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43116 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -7930865.000000 Penalty: 5481.068359
	Iteration 4F: 3 clusters Score -7930865 nChanged 4763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47801 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -7934545.500000 Penalty: 5481.068359
	Iteration 5F: 3 clusters Score -7934546 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53140 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -7939516.000000 Penalty: 5481.068359
	Iteration 6F: 3 clusters Score -7939516 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57773 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -7944092.000000 Penalty: 5481.068359
	Iteration 7F: 3 clusters Score -7944092 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60719 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -7946981.000000 Penalty: 5481.068359
	Iteration 8Q: 3 clusters Score -7946981 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62047 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -7948204.000000 Penalty: 5481.068359
	Iteration 9Q: 3 clusters Score -7948204 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62484 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -7948649.500000 Penalty: 5481.068359
	Iteration 10Q: 3 clusters Score -7948650 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62629 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -7948835.000000 Penalty: 5481.068359
	Iteration 11Q: 3 clusters Score -7948835 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62687 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -7948915.500000 Penalty: 5481.068359
	Iteration 12Q: 3 clusters Score -7948916 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62708 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -7948965.500000 Penalty: 5481.068359
	Iteration 13Q: 3 clusters Score -7948966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62726 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -7948989.500000 Penalty: 5481.068359
	Iteration 14Q: 3 clusters Score -7948990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62734 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -7949006.000000 Penalty: 5481.068359
	Iteration 15Q: 3 clusters Score -7949006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62738 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -7949014.000000 Penalty: 5481.068359
	Iteration 16Q: 3 clusters Score -7949014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62740 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -7949020.000000 Penalty: 5481.068359
	Iteration 17Q: 3 clusters Score -7949020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62740 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -7949019.500000 Penalty: 5481.068359
	Iteration 18Q: 3 clusters Score -7949020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62741 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -7949018.500000 Penalty: 5481.068359
	Iteration 19Q: 3 clusters Score -7949018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62740 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -7949020.000000 Penalty: 5481.068359
	Iteration 20F: 3 clusters Score -7949020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -95917.335938 Penalty: 1691.364014
	Iteration 0F: 2 clusters Score -95917.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -94126.281250 Penalty: 3382.728027
	Iteration 0F: 3 clusters Score -94126.28 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -94530.375000 Penalty: 3382.728027
	Iteration 1F: 3 clusters Score -94530.38 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -94707.242188 Penalty: 3382.728027
	Iteration 2F: 3 clusters Score -94707.24 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -94823.203125 Penalty: 3382.728027
	Iteration 3Q: 3 clusters Score -94823.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -94877.632812 Penalty: 3382.728027
	Iteration 4Q: 3 clusters Score -94877.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -94909.593750 Penalty: 3382.728027
	Iteration 5Q: 3 clusters Score -94909.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -94925.843750 Penalty: 3382.728027
	Iteration 6Q: 3 clusters Score -94925.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -94943.531250 Penalty: 3382.728027
	Iteration 7Q: 3 clusters Score -94943.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -94956.953125 Penalty: 3382.728027
	Iteration 8Q: 3 clusters Score -94956.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -94961.835938 Penalty: 3382.728027
	Iteration 9Q: 3 clusters Score -94961.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -94969.953125 Penalty: 3382.728027
	Iteration 10Q: 3 clusters Score -94969.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -94974.234375 Penalty: 3382.728027
	Iteration 11Q: 3 clusters Score -94974.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -94981.039062 Penalty: 3382.728027
	Iteration 12Q: 3 clusters Score -94981.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -94990.320312 Penalty: 3382.728027
	Iteration 13Q: 3 clusters Score -94990.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -95004.460938 Penalty: 3382.728027
	Iteration 14Q: 3 clusters Score -95004.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -95011.609375 Penalty: 3382.728027
	Iteration 15Q: 3 clusters Score -95011.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -95015.625000 Penalty: 3382.728027
	Iteration 16Q: 3 clusters Score -95015.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -95024.546875 Penalty: 3382.728027
	Iteration 17Q: 3 clusters Score -95024.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -95032.718750 Penalty: 3382.728027
	Iteration 18Q: 3 clusters Score -95032.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -95039.414062 Penalty: 3382.728027
	Iteration 19Q: 3 clusters Score -95039.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -95045.046875 Penalty: 3382.728027
	Iteration 20F: 3 clusters Score -95045.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -95055.703125 Penalty: 3382.728027
	Iteration 21Q: 3 clusters Score -95055.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -95069.570312 Penalty: 3382.728027
	Iteration 22Q: 3 clusters Score -95069.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -95073.812500 Penalty: 3382.728027
	Iteration 23Q: 3 clusters Score -95073.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -95076.265625 Penalty: 3382.728027
	Iteration 24Q: 3 clusters Score -95076.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -95076.906250 Penalty: 3382.728027
	Iteration 25Q: 3 clusters Score -95076.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -95076.906250 Penalty: 3382.728027
	Iteration 26F: 3 clusters Score -95076.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63191 members 
Mstep: Class 3 contains 14156 members 
Mstep: Class 4 contains 3732 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 57068 members 
Mstep: Class 9 contains 40486 members 
Mstep: Class 10 contains 6626 members 
Mstep: Class 11 contains 312950 members 
Mstep: Class 12 contains 34063 members 
Mstep: Class 13 contains 5233 members 
Mstep: Class 14 contains 183151 members 
Mstep: Class 15 contains 31412 members 
Mstep: Class 16 contains 12387 members 
Mstep: Class 17 contains 10449 members 
Mstep: Class 18 contains 9754 members 
Mstep: Class 19 contains 62978 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759728.000000 Penalty: 67761.929688
Iteration 119Q: 21 clusters Score -1.047597e+08 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63192 members 
Mstep: Class 3 contains 14154 members 
Mstep: Class 4 contains 3732 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 57063 members 
Mstep: Class 9 contains 40489 members 
Mstep: Class 10 contains 6625 members 
Mstep: Class 11 contains 312941 members 
Mstep: Class 12 contains 34062 members 
Mstep: Class 13 contains 5230 members 
Mstep: Class 14 contains 183166 members 
Mstep: Class 15 contains 31411 members 
Mstep: Class 16 contains 12388 members 
Mstep: Class 17 contains 10448 members 
Mstep: Class 18 contains 9754 members 
Mstep: Class 19 contains 62981 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759792.000000 Penalty: 67761.929688
Iteration 120F: 21 clusters Score -1.047598e+08 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63197 members 
Mstep: Class 3 contains 14154 members 
Mstep: Class 4 contains 3732 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 57058 members 
Mstep: Class 9 contains 40487 members 
Mstep: Class 10 contains 6625 members 
Mstep: Class 11 contains 312939 members 
Mstep: Class 12 contains 34060 members 
Mstep: Class 13 contains 5227 members 
Mstep: Class 14 contains 183171 members 
Mstep: Class 15 contains 31407 members 
Mstep: Class 16 contains 12387 members 
Mstep: Class 17 contains 10449 members 
Mstep: Class 18 contains 9758 members 
Mstep: Class 19 contains 62985 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759832.000000 Penalty: 67761.929688
Iteration 121Q: 21 clusters Score -1.047598e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63204 members 
Mstep: Class 3 contains 14150 members 
Mstep: Class 4 contains 3733 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 57051 members 
Mstep: Class 9 contains 40489 members 
Mstep: Class 10 contains 6625 members 
Mstep: Class 11 contains 312944 members 
Mstep: Class 12 contains 34052 members 
Mstep: Class 13 contains 5226 members 
Mstep: Class 14 contains 183158 members 
Mstep: Class 15 contains 31409 members 
Mstep: Class 16 contains 12388 members 
Mstep: Class 17 contains 10450 members 
Mstep: Class 18 contains 9762 members 
Mstep: Class 19 contains 62995 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759776.000000 Penalty: 67761.929688
Iteration 122Q: 21 clusters Score -1.047598e+08 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63206 members 
Mstep: Class 3 contains 14147 members 
Mstep: Class 4 contains 3732 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 57043 members 
Mstep: Class 9 contains 40493 members 
Mstep: Class 10 contains 6625 members 
Mstep: Class 11 contains 312953 members 
Mstep: Class 12 contains 34051 members 
Mstep: Class 13 contains 5226 members 
Mstep: Class 14 contains 183136 members 
Mstep: Class 15 contains 31408 members 
Mstep: Class 16 contains 12388 members 
Mstep: Class 17 contains 10450 members 
Mstep: Class 18 contains 9772 members 
Mstep: Class 19 contains 63006 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759792.000000 Penalty: 67761.929688
Iteration 123Q: 21 clusters Score -1.047598e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63210 members 
Mstep: Class 3 contains 14142 members 
Mstep: Class 4 contains 3732 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 57043 members 
Mstep: Class 9 contains 40501 members 
Mstep: Class 10 contains 6625 members 
Mstep: Class 11 contains 312941 members 
Mstep: Class 12 contains 34050 members 
Mstep: Class 13 contains 5226 members 
Mstep: Class 14 contains 183125 members 
Mstep: Class 15 contains 31405 members 
Mstep: Class 16 contains 12388 members 
Mstep: Class 17 contains 10449 members 
Mstep: Class 18 contains 9773 members 
Mstep: Class 19 contains 63026 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759736.000000 Penalty: 67761.929688
Iteration 124Q: 21 clusters Score -1.047597e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63209 members 
Mstep: Class 3 contains 14139 members 
Mstep: Class 4 contains 3731 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 57037 members 
Mstep: Class 9 contains 40502 members 
Mstep: Class 10 contains 6625 members 
Mstep: Class 11 contains 312945 members 
Mstep: Class 12 contains 34045 members 
Mstep: Class 13 contains 5226 members 
Mstep: Class 14 contains 183125 members 
Mstep: Class 15 contains 31402 members 
Mstep: Class 16 contains 12389 members 
Mstep: Class 17 contains 10449 members 
Mstep: Class 18 contains 9771 members 
Mstep: Class 19 contains 63041 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759856.000000 Penalty: 67761.929688
Iteration 125Q: 21 clusters Score -1.047599e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63201 members 
Mstep: Class 3 contains 14137 members 
Mstep: Class 4 contains 3730 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 57036 members 
Mstep: Class 9 contains 40504 members 
Mstep: Class 10 contains 6625 members 
Mstep: Class 11 contains 312930 members 
Mstep: Class 12 contains 34044 members 
Mstep: Class 13 contains 5226 members 
Mstep: Class 14 contains 183125 members 
Mstep: Class 15 contains 31406 members 
Mstep: Class 16 contains 12389 members 
Mstep: Class 17 contains 10449 members 
Mstep: Class 18 contains 9780 members 
Mstep: Class 19 contains 63054 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759936.000000 Penalty: 67761.929688
Iteration 126Q: 21 clusters Score -1.047599e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63196 members 
Mstep: Class 3 contains 14137 members 
Mstep: Class 4 contains 3730 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 2185 members 
Mstep: Class 8 contains 57035 members 
Mstep: Class 9 contains 40505 members 
Mstep: Class 10 contains 6625 members 
Mstep: Class 11 contains 312913 members 
Mstep: Class 12 contains 34037 members 
Mstep: Class 13 contains 5226 members 
Mstep: Class 14 contains 183133 members 
Mstep: Class 15 contains 31402 members 
Mstep: Class 16 contains 12390 members 
Mstep: Class 17 contains 10448 members 
Mstep: Class 18 contains 9789 members 
Mstep: Class 19 contains 63070 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759896.000000 Penalty: 67761.929688
Iteration 127Q: 21 clusters Score -1.047599e+08 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63193 members 
Mstep: Class 3 contains 14137 members 
Mstep: Class 4 contains 3731 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 2186 members 
Mstep: Class 8 contains 57032 members 
Mstep: Class 9 contains 40503 members 
Mstep: Class 10 contains 6625 members 
Mstep: Class 11 contains 312899 members 
Mstep: Class 12 contains 34030 members 
Mstep: Class 13 contains 5226 members 
Mstep: Class 14 contains 183143 members 
Mstep: Class 15 contains 31398 members 
Mstep: Class 16 contains 12390 members 
Mstep: Class 17 contains 10450 members 
Mstep: Class 18 contains 9797 members 
Mstep: Class 19 contains 63081 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759944.000000 Penalty: 67761.929688
Iteration 128Q: 21 clusters Score -1.047599e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63191 members 
Mstep: Class 3 contains 14137 members 
Mstep: Class 4 contains 3729 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 2187 members 
Mstep: Class 8 contains 57029 members 
Mstep: Class 9 contains 40506 members 
Mstep: Class 10 contains 6624 members 
Mstep: Class 11 contains 312900 members 
Mstep: Class 12 contains 34026 members 
Mstep: Class 13 contains 5226 members 
Mstep: Class 14 contains 183146 members 
Mstep: Class 15 contains 31396 members 
Mstep: Class 16 contains 12390 members 
Mstep: Class 17 contains 10451 members 
Mstep: Class 18 contains 9802 members 
Mstep: Class 19 contains 63081 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759872.000000 Penalty: 67761.929688
Iteration 129Q: 21 clusters Score -1.047599e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63190 members 
Mstep: Class 3 contains 14136 members 
Mstep: Class 4 contains 3728 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 2188 members 
Mstep: Class 8 contains 57022 members 
Mstep: Class 9 contains 40506 members 
Mstep: Class 10 contains 6624 members 
Mstep: Class 11 contains 312904 members 
Mstep: Class 12 contains 34025 members 
Mstep: Class 13 contains 5226 members 
Mstep: Class 14 contains 183136 members 
Mstep: Class 15 contains 31396 members 
Mstep: Class 16 contains 12391 members 
Mstep: Class 17 contains 10452 members 
Mstep: Class 18 contains 9806 members 
Mstep: Class 19 contains 63091 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759800.000000 Penalty: 67761.929688
Iteration 130Q: 21 clusters Score -1.047598e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63191 members 
Mstep: Class 3 contains 14136 members 
Mstep: Class 4 contains 3728 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4003 members 
Mstep: Class 7 contains 2190 members 
Mstep: Class 8 contains 57015 members 
Mstep: Class 9 contains 40506 members 
Mstep: Class 10 contains 6624 members 
Mstep: Class 11 contains 312900 members 
Mstep: Class 12 contains 34024 members 
Mstep: Class 13 contains 5226 members 
Mstep: Class 14 contains 183131 members 
Mstep: Class 15 contains 31396 members 
Mstep: Class 16 contains 12389 members 
Mstep: Class 17 contains 10452 members 
Mstep: Class 18 contains 9812 members 
Mstep: Class 19 contains 63102 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759848.000000 Penalty: 67761.929688
Iteration 131Q: 21 clusters Score -1.047598e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63194 members 
Mstep: Class 3 contains 14133 members 
Mstep: Class 4 contains 3728 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4004 members 
Mstep: Class 7 contains 2191 members 
Mstep: Class 8 contains 57008 members 
Mstep: Class 9 contains 40508 members 
Mstep: Class 10 contains 6624 members 
Mstep: Class 11 contains 312900 members 
Mstep: Class 12 contains 34024 members 
Mstep: Class 13 contains 5226 members 
Mstep: Class 14 contains 183114 members 
Mstep: Class 15 contains 31394 members 
Mstep: Class 16 contains 12386 members 
Mstep: Class 17 contains 10454 members 
Mstep: Class 18 contains 9818 members 
Mstep: Class 19 contains 63119 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759752.000000 Penalty: 67761.929688
Iteration 132Q: 21 clusters Score -1.047598e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63195 members 
Mstep: Class 3 contains 14132 members 
Mstep: Class 4 contains 3727 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4005 members 
Mstep: Class 7 contains 2192 members 
Mstep: Class 8 contains 57002 members 
Mstep: Class 9 contains 40508 members 
Mstep: Class 10 contains 6624 members 
Mstep: Class 11 contains 312894 members 
Mstep: Class 12 contains 34026 members 
Mstep: Class 13 contains 5226 members 
Mstep: Class 14 contains 183106 members 
Mstep: Class 15 contains 31394 members 
Mstep: Class 16 contains 12386 members 
Mstep: Class 17 contains 10453 members 
Mstep: Class 18 contains 9821 members 
Mstep: Class 19 contains 63134 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759760.000000 Penalty: 67761.929688
Iteration 133Q: 21 clusters Score -1.047598e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63196 members 
Mstep: Class 3 contains 14132 members 
Mstep: Class 4 contains 3727 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4006 members 
Mstep: Class 7 contains 2193 members 
Mstep: Class 8 contains 56997 members 
Mstep: Class 9 contains 40510 members 
Mstep: Class 10 contains 6624 members 
Mstep: Class 11 contains 312886 members 
Mstep: Class 12 contains 34028 members 
Mstep: Class 13 contains 5226 members 
Mstep: Class 14 contains 183097 members 
Mstep: Class 15 contains 31392 members 
Mstep: Class 16 contains 12383 members 
Mstep: Class 17 contains 10456 members 
Mstep: Class 18 contains 9831 members 
Mstep: Class 19 contains 63141 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759704.000000 Penalty: 67761.929688
Iteration 134Q: 21 clusters Score -1.047597e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63199 members 
Mstep: Class 3 contains 14131 members 
Mstep: Class 4 contains 3727 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2193 members 
Mstep: Class 8 contains 56991 members 
Mstep: Class 9 contains 40511 members 
Mstep: Class 10 contains 6624 members 
Mstep: Class 11 contains 312884 members 
Mstep: Class 12 contains 34030 members 
Mstep: Class 13 contains 5226 members 
Mstep: Class 14 contains 183088 members 
Mstep: Class 15 contains 31386 members 
Mstep: Class 16 contains 12384 members 
Mstep: Class 17 contains 10456 members 
Mstep: Class 18 contains 9840 members 
Mstep: Class 19 contains 63148 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759696.000000 Penalty: 67761.929688
Iteration 135Q: 21 clusters Score -1.047597e+08 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63201 members 
Mstep: Class 3 contains 14129 members 
Mstep: Class 4 contains 3727 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2192 members 
Mstep: Class 8 contains 56986 members 
Mstep: Class 9 contains 40515 members 
Mstep: Class 10 contains 6624 members 
Mstep: Class 11 contains 312885 members 
Mstep: Class 12 contains 34028 members 
Mstep: Class 13 contains 5226 members 
Mstep: Class 14 contains 183085 members 
Mstep: Class 15 contains 31384 members 
Mstep: Class 16 contains 12383 members 
Mstep: Class 17 contains 10457 members 
Mstep: Class 18 contains 9843 members 
Mstep: Class 19 contains 63153 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759728.000000 Penalty: 67761.929688
Iteration 136Q: 21 clusters Score -1.047597e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63206 members 
Mstep: Class 3 contains 14128 members 
Mstep: Class 4 contains 3727 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2192 members 
Mstep: Class 8 contains 56983 members 
Mstep: Class 9 contains 40516 members 
Mstep: Class 10 contains 6624 members 
Mstep: Class 11 contains 312885 members 
Mstep: Class 12 contains 34029 members 
Mstep: Class 13 contains 5225 members 
Mstep: Class 14 contains 183079 members 
Mstep: Class 15 contains 31380 members 
Mstep: Class 16 contains 12383 members 
Mstep: Class 17 contains 10458 members 
Mstep: Class 18 contains 9851 members 
Mstep: Class 19 contains 63152 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759712.000000 Penalty: 67761.929688
Iteration 137Q: 21 clusters Score -1.047597e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63209 members 
Mstep: Class 3 contains 14129 members 
Mstep: Class 4 contains 3727 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2193 members 
Mstep: Class 8 contains 56981 members 
Mstep: Class 9 contains 40515 members 
Mstep: Class 10 contains 6624 members 
Mstep: Class 11 contains 312888 members 
Mstep: Class 12 contains 34028 members 
Mstep: Class 13 contains 5222 members 
Mstep: Class 14 contains 183072 members 
Mstep: Class 15 contains 31380 members 
Mstep: Class 16 contains 12382 members 
Mstep: Class 17 contains 10457 members 
Mstep: Class 18 contains 9855 members 
Mstep: Class 19 contains 63156 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759736.000000 Penalty: 67761.929688
Iteration 138Q: 21 clusters Score -1.047597e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63209 members 
Mstep: Class 3 contains 14128 members 
Mstep: Class 4 contains 3727 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2194 members 
Mstep: Class 8 contains 56981 members 
Mstep: Class 9 contains 40513 members 
Mstep: Class 10 contains 6624 members 
Mstep: Class 11 contains 312900 members 
Mstep: Class 12 contains 34026 members 
Mstep: Class 13 contains 5219 members 
Mstep: Class 14 contains 183057 members 
Mstep: Class 15 contains 31382 members 
Mstep: Class 16 contains 12382 members 
Mstep: Class 17 contains 10457 members 
Mstep: Class 18 contains 9857 members 
Mstep: Class 19 contains 63162 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759712.000000 Penalty: 67761.929688
Iteration 139Q: 21 clusters Score -1.047597e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63212 members 
Mstep: Class 3 contains 14129 members 
Mstep: Class 4 contains 3727 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2194 members 
Mstep: Class 8 contains 56982 members 
Mstep: Class 9 contains 40514 members 
Mstep: Class 10 contains 6624 members 
Mstep: Class 11 contains 312908 members 
Mstep: Class 12 contains 34027 members 
Mstep: Class 13 contains 5214 members 
Mstep: Class 14 contains 183041 members 
Mstep: Class 15 contains 31380 members 
Mstep: Class 16 contains 12382 members 
Mstep: Class 17 contains 10457 members 
Mstep: Class 18 contains 9857 members 
Mstep: Class 19 contains 63170 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759672.000000 Penalty: 67761.929688
Iteration 140F: 21 clusters Score -1.047597e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63209 members 
Mstep: Class 3 contains 14129 members 
Mstep: Class 4 contains 3727 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2194 members 
Mstep: Class 8 contains 56977 members 
Mstep: Class 9 contains 40515 members 
Mstep: Class 10 contains 6624 members 
Mstep: Class 11 contains 312912 members 
Mstep: Class 12 contains 34025 members 
Mstep: Class 13 contains 5213 members 
Mstep: Class 14 contains 183035 members 
Mstep: Class 15 contains 31381 members 
Mstep: Class 16 contains 12382 members 
Mstep: Class 17 contains 10458 members 
Mstep: Class 18 contains 9861 members 
Mstep: Class 19 contains 63176 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759616.000000 Penalty: 67761.929688
Iteration 141Q: 21 clusters Score -1.047596e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63210 members 
Mstep: Class 3 contains 14129 members 
Mstep: Class 4 contains 3727 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2194 members 
Mstep: Class 8 contains 56977 members 
Mstep: Class 9 contains 40514 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312922 members 
Mstep: Class 12 contains 34023 members 
Mstep: Class 13 contains 5211 members 
Mstep: Class 14 contains 183023 members 
Mstep: Class 15 contains 31378 members 
Mstep: Class 16 contains 12382 members 
Mstep: Class 17 contains 10458 members 
Mstep: Class 18 contains 9867 members 
Mstep: Class 19 contains 63180 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759624.000000 Penalty: 67761.929688
Iteration 142Q: 21 clusters Score -1.047596e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63210 members 
Mstep: Class 3 contains 14128 members 
Mstep: Class 4 contains 3726 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2194 members 
Mstep: Class 8 contains 56975 members 
Mstep: Class 9 contains 40516 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312937 members 
Mstep: Class 12 contains 34023 members 
Mstep: Class 13 contains 5210 members 
Mstep: Class 14 contains 183009 members 
Mstep: Class 15 contains 31378 members 
Mstep: Class 16 contains 12382 members 
Mstep: Class 17 contains 10458 members 
Mstep: Class 18 contains 9868 members 
Mstep: Class 19 contains 63181 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759464.000000 Penalty: 67761.929688
Iteration 143Q: 21 clusters Score -1.047595e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63213 members 
Mstep: Class 3 contains 14127 members 
Mstep: Class 4 contains 3726 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2193 members 
Mstep: Class 8 contains 56973 members 
Mstep: Class 9 contains 40515 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312936 members 
Mstep: Class 12 contains 34026 members 
Mstep: Class 13 contains 5208 members 
Mstep: Class 14 contains 183004 members 
Mstep: Class 15 contains 31378 members 
Mstep: Class 16 contains 12382 members 
Mstep: Class 17 contains 10458 members 
Mstep: Class 18 contains 9871 members 
Mstep: Class 19 contains 63185 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759568.000000 Penalty: 67761.929688
Iteration 144Q: 21 clusters Score -1.047596e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63218 members 
Mstep: Class 3 contains 14125 members 
Mstep: Class 4 contains 3726 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2191 members 
Mstep: Class 8 contains 56970 members 
Mstep: Class 9 contains 40514 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312941 members 
Mstep: Class 12 contains 34026 members 
Mstep: Class 13 contains 5207 members 
Mstep: Class 14 contains 182999 members 
Mstep: Class 15 contains 31378 members 
Mstep: Class 16 contains 12382 members 
Mstep: Class 17 contains 10458 members 
Mstep: Class 18 contains 9868 members 
Mstep: Class 19 contains 63192 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759536.000000 Penalty: 67761.929688
Iteration 145Q: 21 clusters Score -1.047595e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63224 members 
Mstep: Class 3 contains 14124 members 
Mstep: Class 4 contains 3726 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2192 members 
Mstep: Class 8 contains 56969 members 
Mstep: Class 9 contains 40516 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312944 members 
Mstep: Class 12 contains 34026 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 182987 members 
Mstep: Class 15 contains 31377 members 
Mstep: Class 16 contains 12382 members 
Mstep: Class 17 contains 10457 members 
Mstep: Class 18 contains 9865 members 
Mstep: Class 19 contains 63200 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759512.000000 Penalty: 67761.929688
Iteration 146Q: 21 clusters Score -1.047595e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63225 members 
Mstep: Class 3 contains 14124 members 
Mstep: Class 4 contains 3726 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2189 members 
Mstep: Class 8 contains 56964 members 
Mstep: Class 9 contains 40516 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312954 members 
Mstep: Class 12 contains 34025 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 182977 members 
Mstep: Class 15 contains 31377 members 
Mstep: Class 16 contains 12382 members 
Mstep: Class 17 contains 10458 members 
Mstep: Class 18 contains 9866 members 
Mstep: Class 19 contains 63206 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759520.000000 Penalty: 67761.929688
Iteration 147Q: 21 clusters Score -1.047595e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63229 members 
Mstep: Class 3 contains 14124 members 
Mstep: Class 4 contains 3726 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2191 members 
Mstep: Class 8 contains 56960 members 
Mstep: Class 9 contains 40518 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312950 members 
Mstep: Class 12 contains 34027 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 182972 members 
Mstep: Class 15 contains 31382 members 
Mstep: Class 16 contains 12381 members 
Mstep: Class 17 contains 10457 members 
Mstep: Class 18 contains 9864 members 
Mstep: Class 19 contains 63208 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759504.000000 Penalty: 67761.929688
Iteration 148Q: 21 clusters Score -1.047595e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63235 members 
Mstep: Class 3 contains 14124 members 
Mstep: Class 4 contains 3727 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2192 members 
Mstep: Class 8 contains 56956 members 
Mstep: Class 9 contains 40518 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312944 members 
Mstep: Class 12 contains 34027 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 182970 members 
Mstep: Class 15 contains 31381 members 
Mstep: Class 16 contains 12381 members 
Mstep: Class 17 contains 10457 members 
Mstep: Class 18 contains 9865 members 
Mstep: Class 19 contains 63212 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759496.000000 Penalty: 67761.929688
Iteration 149Q: 21 clusters Score -1.047595e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63237 members 
Mstep: Class 3 contains 14124 members 
Mstep: Class 4 contains 3727 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2192 members 
Mstep: Class 8 contains 56953 members 
Mstep: Class 9 contains 40520 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312940 members 
Mstep: Class 12 contains 34027 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 182968 members 
Mstep: Class 15 contains 31383 members 
Mstep: Class 16 contains 12381 members 
Mstep: Class 17 contains 10457 members 
Mstep: Class 18 contains 9865 members 
Mstep: Class 19 contains 63215 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759480.000000 Penalty: 67761.929688
Iteration 150Q: 21 clusters Score -1.047595e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63239 members 
Mstep: Class 3 contains 14124 members 
Mstep: Class 4 contains 3727 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2192 members 
Mstep: Class 8 contains 56951 members 
Mstep: Class 9 contains 40521 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312937 members 
Mstep: Class 12 contains 34026 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 182966 members 
Mstep: Class 15 contains 31380 members 
Mstep: Class 16 contains 12381 members 
Mstep: Class 17 contains 10457 members 
Mstep: Class 18 contains 9867 members 
Mstep: Class 19 contains 63221 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 151Q: 21 clusters Score -1.047595e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63240 members 
Mstep: Class 3 contains 14122 members 
Mstep: Class 4 contains 3727 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2192 members 
Mstep: Class 8 contains 56949 members 
Mstep: Class 9 contains 40522 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312943 members 
Mstep: Class 12 contains 34025 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 182960 members 
Mstep: Class 15 contains 31378 members 
Mstep: Class 16 contains 12381 members 
Mstep: Class 17 contains 10457 members 
Mstep: Class 18 contains 9869 members 
Mstep: Class 19 contains 63224 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759480.000000 Penalty: 67761.929688
Iteration 152Q: 21 clusters Score -1.047595e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63240 members 
Mstep: Class 3 contains 14120 members 
Mstep: Class 4 contains 3728 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2192 members 
Mstep: Class 8 contains 56947 members 
Mstep: Class 9 contains 40523 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312951 members 
Mstep: Class 12 contains 34023 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 182952 members 
Mstep: Class 15 contains 31379 members 
Mstep: Class 16 contains 12381 members 
Mstep: Class 17 contains 10457 members 
Mstep: Class 18 contains 9868 members 
Mstep: Class 19 contains 63228 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
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Iteration 153Q: 21 clusters Score -1.047595e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63241 members 
Mstep: Class 3 contains 14118 members 
Mstep: Class 4 contains 3727 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2192 members 
Mstep: Class 8 contains 56948 members 
Mstep: Class 9 contains 40524 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312952 members 
Mstep: Class 12 contains 34023 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 182945 members 
Mstep: Class 15 contains 31380 members 
Mstep: Class 16 contains 12381 members 
Mstep: Class 17 contains 10457 members 
Mstep: Class 18 contains 9869 members 
Mstep: Class 19 contains 63232 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
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Score: -104759496.000000 Penalty: 67761.929688
Iteration 154Q: 21 clusters Score -1.047595e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63241 members 
Mstep: Class 3 contains 14118 members 
Mstep: Class 4 contains 3727 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2192 members 
Mstep: Class 8 contains 56948 members 
Mstep: Class 9 contains 40524 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312947 members 
Mstep: Class 12 contains 34023 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 182945 members 
Mstep: Class 15 contains 31380 members 
Mstep: Class 16 contains 12381 members 
Mstep: Class 17 contains 10458 members 
Mstep: Class 18 contains 9869 members 
Mstep: Class 19 contains 63236 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 155Q: 21 clusters Score -1.047595e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63241 members 
Mstep: Class 3 contains 14117 members 
Mstep: Class 4 contains 3727 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2192 members 
Mstep: Class 8 contains 56948 members 
Mstep: Class 9 contains 40524 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312949 members 
Mstep: Class 12 contains 34024 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 182942 members 
Mstep: Class 15 contains 31381 members 
Mstep: Class 16 contains 12381 members 
Mstep: Class 17 contains 10458 members 
Mstep: Class 18 contains 9866 members 
Mstep: Class 19 contains 63239 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
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Iteration 156Q: 21 clusters Score -1.047594e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63241 members 
Mstep: Class 3 contains 14117 members 
Mstep: Class 4 contains 3727 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2192 members 
Mstep: Class 8 contains 56948 members 
Mstep: Class 9 contains 40524 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312948 members 
Mstep: Class 12 contains 34024 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 182937 members 
Mstep: Class 15 contains 31383 members 
Mstep: Class 16 contains 12381 members 
Mstep: Class 17 contains 10458 members 
Mstep: Class 18 contains 9864 members 
Mstep: Class 19 contains 63245 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759512.000000 Penalty: 67761.929688
Iteration 157Q: 21 clusters Score -1.047595e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63241 members 
Mstep: Class 3 contains 14117 members 
Mstep: Class 4 contains 3728 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2192 members 
Mstep: Class 8 contains 56947 members 
Mstep: Class 9 contains 40524 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312948 members 
Mstep: Class 12 contains 34022 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 182929 members 
Mstep: Class 15 contains 31383 members 
Mstep: Class 16 contains 12381 members 
Mstep: Class 17 contains 10458 members 
Mstep: Class 18 contains 9865 members 
Mstep: Class 19 contains 63254 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759480.000000 Penalty: 67761.929688
Iteration 158Q: 21 clusters Score -1.047595e+08 nChanged 27
Entering ConstructFrom: 
Score: -104759480.000000 Penalty: 67761.929688
Entering ConstructFrom: 
Trying to split cluster 1 (1339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Entering Unmasked Estep 
Score: -153111.625000 Penalty: 1785.520264
	Iteration 0F: 2 clusters Score -153111.6 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 687 members 
Entering Unmasked Estep 
Score: -151121.546875 Penalty: 3571.040527
	Iteration 0F: 3 clusters Score -151121.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -151968.703125 Penalty: 3571.040527
	Iteration 1F: 3 clusters Score -151968.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -152357.750000 Penalty: 3571.040527
	Iteration 2F: 3 clusters Score -152357.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -152508.875000 Penalty: 3571.040527
	Iteration 3F: 3 clusters Score -152508.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -152612.156250 Penalty: 3571.040527
	Iteration 4Q: 3 clusters Score -152612.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -152669.093750 Penalty: 3571.040527
	Iteration 5Q: 3 clusters Score -152669.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -152739.859375 Penalty: 3571.040527
	Iteration 6Q: 3 clusters Score -152739.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -152825.765625 Penalty: 3571.040527
	Iteration 7Q: 3 clusters Score -152825.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -152900.921875 Penalty: 3571.040527
	Iteration 8Q: 3 clusters Score -152900.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -152928.984375 Penalty: 3571.040527
	Iteration 9Q: 3 clusters Score -152929 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -152949.156250 Penalty: 3571.040527
	Iteration 10Q: 3 clusters Score -152949.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -152957.109375 Penalty: 3571.040527
	Iteration 11Q: 3 clusters Score -152957.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -152971.046875 Penalty: 3571.040527
	Iteration 12Q: 3 clusters Score -152971 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -152978.859375 Penalty: 3571.040527
	Iteration 13Q: 3 clusters Score -152978.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -152981.828125 Penalty: 3571.040527
	Iteration 14Q: 3 clusters Score -152981.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -152982.421875 Penalty: 3571.040527
	Iteration 15Q: 3 clusters Score -152982.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -152982.421875 Penalty: 3571.040527
	Iteration 16F: 3 clusters Score -152982.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (63241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63241 members 
Entering Unmasked Estep 
Score: -7972129.500000 Penalty: 2741.567627
	Iteration 0F: 2 clusters Score -7972130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -7929619.000000 Penalty: 5483.135254
	Iteration 0F: 3 clusters Score -7929619 nChanged 29680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -7946135.500000 Penalty: 5483.135254
	Iteration 1F: 3 clusters Score -7946136 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31990 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -7946713.000000 Penalty: 5483.135254
	Iteration 2Q: 3 clusters Score -7946713 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32163 members 
Mstep: Class 2 contains 31078 members 
Entering Unmasked Estep 
Score: -7947265.500000 Penalty: 5483.135254
	Iteration 3Q: 3 clusters Score -7947266 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32393 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -7947917.500000 Penalty: 5483.135254
	Iteration 4Q: 3 clusters Score -7947918 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32718 members 
Mstep: Class 2 contains 30523 members 
Entering Unmasked Estep 
Score: -7948595.000000 Penalty: 5483.135254
	Iteration 5Q: 3 clusters Score -7948595 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33077 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -7949433.500000 Penalty: 5483.135254
	Iteration 6Q: 3 clusters Score -7949434 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33461 members 
Mstep: Class 2 contains 29780 members 
Entering Unmasked Estep 
Score: -7950207.000000 Penalty: 5483.135254
	Iteration 7Q: 3 clusters Score -7950207 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33800 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -7951102.500000 Penalty: 5483.135254
	Iteration 8Q: 3 clusters Score -7951102 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34097 members 
Mstep: Class 2 contains 29144 members 
Entering Unmasked Estep 
Score: -7952121.500000 Penalty: 5483.135254
	Iteration 9Q: 3 clusters Score -7952122 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -7953353.500000 Penalty: 5483.135254
	Iteration 10Q: 3 clusters Score -7953354 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 28705 members 
Entering Unmasked Estep 
Score: -7954840.500000 Penalty: 5483.135254
	Iteration 11Q: 3 clusters Score -7954840 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34525 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -7956664.000000 Penalty: 5483.135254
	Iteration 12F: 3 clusters Score -7956664 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -7958653.000000 Penalty: 5483.135254
	Iteration 13F: 3 clusters Score -7958653 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 29073 members 
Entering Unmasked Estep 
Score: -7960285.000000 Penalty: 5483.135254
	Iteration 14Q: 3 clusters Score -7960285 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 29185 members 
Entering Unmasked Estep 
Score: -7961216.000000 Penalty: 5483.135254
	Iteration 15Q: 3 clusters Score -7961216 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34050 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -7961755.000000 Penalty: 5483.135254
	Iteration 16Q: 3 clusters Score -7961755 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 29126 members 
Entering Unmasked Estep 
Score: -7962129.000000 Penalty: 5483.135254
	Iteration 17Q: 3 clusters Score -7962129 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 28966 members 
Entering Unmasked Estep 
Score: -7962479.500000 Penalty: 5483.135254
	Iteration 18Q: 3 clusters Score -7962480 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34491 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -7962821.000000 Penalty: 5483.135254
	Iteration 19Q: 3 clusters Score -7962821 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34786 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -7963223.000000 Penalty: 5483.135254
	Iteration 20F: 3 clusters Score -7963223 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -7963628.500000 Penalty: 5483.135254
	Iteration 21Q: 3 clusters Score -7963628 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35570 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -7964089.000000 Penalty: 5483.135254
	Iteration 22Q: 3 clusters Score -7964089 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36022 members 
Mstep: Class 2 contains 27219 members 
Entering Unmasked Estep 
Score: -7964395.500000 Penalty: 5483.135254
	Iteration 23Q: 3 clusters Score -7964396 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36466 members 
Mstep: Class 2 contains 26775 members 
Entering Unmasked Estep 
Score: -7964746.500000 Penalty: 5483.135254
	Iteration 24Q: 3 clusters Score -7964746 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36960 members 
Mstep: Class 2 contains 26281 members 
Entering Unmasked Estep 
Score: -7964981.000000 Penalty: 5483.135254
	Iteration 25Q: 3 clusters Score -7964981 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37435 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -7965167.000000 Penalty: 5483.135254
	Iteration 26Q: 3 clusters Score -7965167 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37922 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -7965345.000000 Penalty: 5483.135254
	Iteration 27Q: 3 clusters Score -7965345 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -7965498.500000 Penalty: 5483.135254
	Iteration 28Q: 3 clusters Score -7965498 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38853 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -7965604.000000 Penalty: 5483.135254
	Iteration 29Q: 3 clusters Score -7965604 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39291 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -7965731.500000 Penalty: 5483.135254
	Iteration 30Q: 3 clusters Score -7965732 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39721 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -7965817.500000 Penalty: 5483.135254
	Iteration 31Q: 3 clusters Score -7965818 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -7965929.000000 Penalty: 5483.135254
	Iteration 32Q: 3 clusters Score -7965929 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40630 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -7965993.500000 Penalty: 5483.135254
	Iteration 33Q: 3 clusters Score -7965994 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41088 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -7966105.000000 Penalty: 5483.135254
	Iteration 34Q: 3 clusters Score -7966105 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -7966170.500000 Penalty: 5483.135254
	Iteration 35Q: 3 clusters Score -7966170 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42073 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -7966276.500000 Penalty: 5483.135254
	Iteration 36Q: 3 clusters Score -7966276 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42576 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -7966352.500000 Penalty: 5483.135254
	Iteration 37Q: 3 clusters Score -7966352 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43050 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -7966474.500000 Penalty: 5483.135254
	Iteration 38Q: 3 clusters Score -7966474 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43522 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -7966604.500000 Penalty: 5483.135254
	Iteration 39Q: 3 clusters Score -7966604 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43976 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -7966704.000000 Penalty: 5483.135254
	Iteration 40F: 3 clusters Score -7966704 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44414 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -7966798.000000 Penalty: 5483.135254
	Iteration 41Q: 3 clusters Score -7966798 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44836 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -7966901.000000 Penalty: 5483.135254
	Iteration 42Q: 3 clusters Score -7966901 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45231 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -7966984.500000 Penalty: 5483.135254
	Iteration 43Q: 3 clusters Score -7966984 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45658 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -7967084.000000 Penalty: 5483.135254
	Iteration 44Q: 3 clusters Score -7967084 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46091 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -7967182.000000 Penalty: 5483.135254
	Iteration 45Q: 3 clusters Score -7967182 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46540 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -7967268.500000 Penalty: 5483.135254
	Iteration 46Q: 3 clusters Score -7967268 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46959 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -7967365.000000 Penalty: 5483.135254
	Iteration 47Q: 3 clusters Score -7967365 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47365 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -7967428.000000 Penalty: 5483.135254
	Iteration 48Q: 3 clusters Score -7967428 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47738 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -7967495.500000 Penalty: 5483.135254
	Iteration 49Q: 3 clusters Score -7967496 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48095 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -7967577.500000 Penalty: 5483.135254
	Iteration 50Q: 3 clusters Score -7967578 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48441 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -7967643.000000 Penalty: 5483.135254
	Iteration 51Q: 3 clusters Score -7967643 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48801 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -7967719.000000 Penalty: 5483.135254
	Iteration 52Q: 3 clusters Score -7967719 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49121 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -7967759.500000 Penalty: 5483.135254
	Iteration 53Q: 3 clusters Score -7967760 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49399 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -7967787.500000 Penalty: 5483.135254
	Iteration 54Q: 3 clusters Score -7967788 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49688 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -7967840.000000 Penalty: 5483.135254
	Iteration 55Q: 3 clusters Score -7967840 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49980 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -7967917.000000 Penalty: 5483.135254
	Iteration 56Q: 3 clusters Score -7967917 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50237 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -7967964.500000 Penalty: 5483.135254
	Iteration 57Q: 3 clusters Score -7967964 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50502 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -7968010.000000 Penalty: 5483.135254
	Iteration 58Q: 3 clusters Score -7968010 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50788 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -7968054.500000 Penalty: 5483.135254
	Iteration 59Q: 3 clusters Score -7968054 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51063 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -7968054.500000 Penalty: 5483.135254
	Iteration 60F: 3 clusters Score -7968054 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51332 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -7968079.000000 Penalty: 5483.135254
	Iteration 61Q: 3 clusters Score -7968079 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51580 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -7968131.000000 Penalty: 5483.135254
	Iteration 62Q: 3 clusters Score -7968131 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51849 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -7968158.000000 Penalty: 5483.135254
	Iteration 63Q: 3 clusters Score -7968158 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52118 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -7968239.500000 Penalty: 5483.135254
	Iteration 64Q: 3 clusters Score -7968240 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52416 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -7968322.500000 Penalty: 5483.135254
	Iteration 65Q: 3 clusters Score -7968322 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52683 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -7968357.500000 Penalty: 5483.135254
	Iteration 66Q: 3 clusters Score -7968358 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52955 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -7968413.000000 Penalty: 5483.135254
	Iteration 67Q: 3 clusters Score -7968413 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53249 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -7968474.000000 Penalty: 5483.135254
	Iteration 68Q: 3 clusters Score -7968474 nChanged 332
Entering Unmasked Mstep 
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Mstep: Class 1 contains 53579 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7968557 nChanged 322
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Mstep: Class 1 contains 53899 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 54180 members 
Mstep: Class 2 contains 9061 members 
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Mstep: Class 2 contains 8788 members 
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	Iteration 72Q: 3 clusters Score -7968708 nChanged 266
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Mstep: Class 1 contains 54719 members 
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	Iteration 73Q: 3 clusters Score -7968763 nChanged 268
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Mstep: Class 1 contains 54985 members 
Mstep: Class 2 contains 8256 members 
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Mstep: Class 1 contains 55245 members 
Mstep: Class 2 contains 7996 members 
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Mstep: Class 1 contains 55724 members 
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Mstep: Class 1 contains 55974 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 56226 members 
Mstep: Class 2 contains 7015 members 
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	Iteration 79Q: 3 clusters Score -7969079 nChanged 238
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Mstep: Class 1 contains 56464 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7969117 nChanged 194
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Mstep: Class 2 contains 6583 members 
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	Iteration 81Q: 3 clusters Score -7969148 nChanged 179
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Mstep: Class 1 contains 56837 members 
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	Iteration 82Q: 3 clusters Score -7969198 nChanged 170
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Mstep: Class 1 contains 57005 members 
Mstep: Class 2 contains 6236 members 
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Mstep: Class 1 contains 57179 members 
Mstep: Class 2 contains 6062 members 
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Mstep: Class 1 contains 57352 members 
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	Iteration 85Q: 3 clusters Score -7969278 nChanged 160
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	Iteration 86Q: 3 clusters Score -7969308 nChanged 178
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Mstep: Class 1 contains 57684 members 
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	Iteration 87Q: 3 clusters Score -7969350 nChanged 168
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Mstep: Class 1 contains 57846 members 
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Mstep: Class 2 contains 5249 members 
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	Iteration 89Q: 3 clusters Score -7969445 nChanged 146
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Mstep: Class 1 contains 58136 members 
Mstep: Class 2 contains 5105 members 
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	Iteration 90Q: 3 clusters Score -7969454 nChanged 135
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Mstep: Class 2 contains 4854 members 
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	Iteration 93Q: 3 clusters Score -7969542 nChanged 100
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	Iteration 94Q: 3 clusters Score -7969556 nChanged 95
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	Iteration 99Q: 3 clusters Score -7969630 nChanged 95
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	Iteration 100F: 3 clusters Score -7969644 nChanged 86
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	Iteration 101Q: 3 clusters Score -7969669 nChanged 85
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	Iteration 102Q: 3 clusters Score -7969678 nChanged 83
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	Iteration 107Q: 3 clusters Score -7969713 nChanged 44
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	Iteration 108Q: 3 clusters Score -7969717 nChanged 55
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	Iteration 109Q: 3 clusters Score -7969735 nChanged 45
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	Iteration 110Q: 3 clusters Score -7969744 nChanged 43
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	Iteration 111Q: 3 clusters Score -7969760 nChanged 33
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	Iteration 112Q: 3 clusters Score -7969748 nChanged 30
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	Iteration 113Q: 3 clusters Score -7969744 nChanged 22
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	Iteration 114Q: 3 clusters Score -7969762 nChanged 18
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	Iteration 115Q: 3 clusters Score -7969766 nChanged 23
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	Iteration 116Q: 3 clusters Score -7969763 nChanged 18
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	Iteration 117Q: 3 clusters Score -7969770 nChanged 19
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	Iteration 118Q: 3 clusters Score -7969760 nChanged 21
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	Iteration 119Q: 3 clusters Score -7969760 nChanged 28
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	Iteration 120F: 3 clusters Score -7969765 nChanged 24
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	Iteration 121Q: 3 clusters Score -7969770 nChanged 23
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	Iteration 122Q: 3 clusters Score -7969769 nChanged 23
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	Iteration 125Q: 3 clusters Score -7969802 nChanged 38
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	Iteration 126Q: 3 clusters Score -7969796 nChanged 38
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	Iteration 127Q: 3 clusters Score -7969819 nChanged 42
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	Iteration 128Q: 3 clusters Score -7969830 nChanged 32
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	Iteration 129Q: 3 clusters Score -7969832 nChanged 33
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	Iteration 130Q: 3 clusters Score -7969842 nChanged 21
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	Iteration 132Q: 3 clusters Score -7969824 nChanged 22
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	Iteration 133Q: 3 clusters Score -7969826 nChanged 21
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	Iteration 134Q: 3 clusters Score -7969826 nChanged 22
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	Iteration 135Q: 3 clusters Score -7969840 nChanged 22
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	Iteration 136Q: 3 clusters Score -7969841 nChanged 30
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	Iteration 137Q: 3 clusters Score -7969851 nChanged 24
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	Iteration 138Q: 3 clusters Score -7969859 nChanged 17
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	Iteration 139Q: 3 clusters Score -7969866 nChanged 15
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	Iteration 140F: 3 clusters Score -7969872 nChanged 18
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	Iteration 141Q: 3 clusters Score -7969866 nChanged 12
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	Iteration 142Q: 3 clusters Score -7969866 nChanged 8
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	Iteration 143Q: 3 clusters Score -7969867 nChanged 14
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	Iteration 144Q: 3 clusters Score -7969865 nChanged 15
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	Iteration 145Q: 3 clusters Score -7969872 nChanged 16
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	Iteration 146Q: 3 clusters Score -7969871 nChanged 17
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	Iteration 147Q: 3 clusters Score -7969888 nChanged 20
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	Iteration 148Q: 3 clusters Score -7969901 nChanged 13
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	Iteration 149Q: 3 clusters Score -7969895 nChanged 9
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	Iteration 150Q: 3 clusters Score -7969897 nChanged 9
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	Iteration 151Q: 3 clusters Score -7969898 nChanged 5
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	Iteration 152Q: 3 clusters Score -7969898 nChanged 3
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	Iteration 153Q: 3 clusters Score -7969900 nChanged 4
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	Iteration 154Q: 3 clusters Score -7969894 nChanged 8
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	Iteration 155Q: 3 clusters Score -7969900 nChanged 9
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	Iteration 156Q: 3 clusters Score -7969904 nChanged 11
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	Iteration 157Q: 3 clusters Score -7969905 nChanged 10
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	Iteration 158Q: 3 clusters Score -7969918 nChanged 9
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	Iteration 159Q: 3 clusters Score -7969922 nChanged 5
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	Iteration 160F: 3 clusters Score -7969926 nChanged 8
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	Iteration 161Q: 3 clusters Score -7969927 nChanged 6
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	Iteration 162Q: 3 clusters Score -7969925 nChanged 5
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60686 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -7969926.500000 Penalty: 5483.135254
	Iteration 163Q: 3 clusters Score -7969926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60689 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -7969933.000000 Penalty: 5483.135254
	Iteration 164Q: 3 clusters Score -7969933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60695 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -7969931.000000 Penalty: 5483.135254
	Iteration 165Q: 3 clusters Score -7969931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60699 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -7969935.000000 Penalty: 5483.135254
	Iteration 166Q: 3 clusters Score -7969935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60702 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -7969934.000000 Penalty: 5483.135254
	Iteration 167Q: 3 clusters Score -7969934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60705 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -7969929.000000 Penalty: 5483.135254
	Iteration 168Q: 3 clusters Score -7969929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60707 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -7969933.000000 Penalty: 5483.135254
	Iteration 169Q: 3 clusters Score -7969933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60710 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -7969935.500000 Penalty: 5483.135254
	Iteration 170Q: 3 clusters Score -7969936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60713 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -7969930.500000 Penalty: 5483.135254
	Iteration 171Q: 3 clusters Score -7969930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60720 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -7969939.000000 Penalty: 5483.135254
	Iteration 172Q: 3 clusters Score -7969939 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60728 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -7969939.000000 Penalty: 5483.135254
	Iteration 173Q: 3 clusters Score -7969939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60735 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -7969948.500000 Penalty: 5483.135254
	Iteration 174Q: 3 clusters Score -7969948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60742 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -7969948.500000 Penalty: 5483.135254
	Iteration 175Q: 3 clusters Score -7969948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60745 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -7969950.500000 Penalty: 5483.135254
	Iteration 176Q: 3 clusters Score -7969950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60747 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -7969943.500000 Penalty: 5483.135254
	Iteration 177Q: 3 clusters Score -7969944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60749 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -7969946.500000 Penalty: 5483.135254
	Iteration 178Q: 3 clusters Score -7969946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60751 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -7969951.500000 Penalty: 5483.135254
	Iteration 179Q: 3 clusters Score -7969952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60752 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -7969951.500000 Penalty: 5483.135254
	Iteration 180F: 3 clusters Score -7969952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60753 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -7969946.500000 Penalty: 5483.135254
	Iteration 181Q: 3 clusters Score -7969946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60755 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -7969946.000000 Penalty: 5483.135254
	Iteration 182Q: 3 clusters Score -7969946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60759 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -7969945.000000 Penalty: 5483.135254
	Iteration 183Q: 3 clusters Score -7969945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60766 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -7969952.500000 Penalty: 5483.135254
	Iteration 184Q: 3 clusters Score -7969952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60775 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -7969949.000000 Penalty: 5483.135254
	Iteration 185Q: 3 clusters Score -7969949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60780 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -7969946.500000 Penalty: 5483.135254
	Iteration 186Q: 3 clusters Score -7969946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60785 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -7969947.500000 Penalty: 5483.135254
	Iteration 187Q: 3 clusters Score -7969948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60786 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -7969945.500000 Penalty: 5483.135254
	Iteration 188Q: 3 clusters Score -7969946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60786 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -7969945.500000 Penalty: 5483.135254
	Iteration 189F: 3 clusters Score -7969946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Entering Unmasked Estep 
Score: -1758988.625000 Penalty: 2369.673340
	Iteration 0F: 2 clusters Score -1758989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1748752.500000 Penalty: 4739.346680
	Iteration 0F: 3 clusters Score -1748752 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1752172.750000 Penalty: 4739.346680
	Iteration 1F: 3 clusters Score -1752173 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1752645.500000 Penalty: 4739.346680
	Iteration 2F: 3 clusters Score -1752646 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1753096.250000 Penalty: 4739.346680
	Iteration 3F: 3 clusters Score -1753096 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1753542.125000 Penalty: 4739.346680
	Iteration 4F: 3 clusters Score -1753542 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1753995.375000 Penalty: 4739.346680
	Iteration 5F: 3 clusters Score -1753995 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -1754528.375000 Penalty: 4739.346680
	Iteration 6F: 3 clusters Score -1754528 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1755069.250000 Penalty: 4739.346680
	Iteration 7F: 3 clusters Score -1755069 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1755560.875000 Penalty: 4739.346680
	Iteration 8Q: 3 clusters Score -1755561 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1755939.750000 Penalty: 4739.346680
	Iteration 9Q: 3 clusters Score -1755940 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1756203.125000 Penalty: 4739.346680
	Iteration 10Q: 3 clusters Score -1756203 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1756339.500000 Penalty: 4739.346680
	Iteration 11Q: 3 clusters Score -1756340 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1756443.125000 Penalty: 4739.346680
	Iteration 12Q: 3 clusters Score -1756443 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1756529.250000 Penalty: 4739.346680
	Iteration 13Q: 3 clusters Score -1756529 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1756593.750000 Penalty: 4739.346680
	Iteration 14Q: 3 clusters Score -1756594 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1756651.875000 Penalty: 4739.346680
	Iteration 15Q: 3 clusters Score -1756652 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1756693.125000 Penalty: 4739.346680
	Iteration 16Q: 3 clusters Score -1756693 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1756721.500000 Penalty: 4739.346680
	Iteration 17Q: 3 clusters Score -1756722 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1756747.625000 Penalty: 4739.346680
	Iteration 18Q: 3 clusters Score -1756748 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -1756773.250000 Penalty: 4739.346680
	Iteration 19Q: 3 clusters Score -1756773 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1756791.875000 Penalty: 4739.346680
	Iteration 20F: 3 clusters Score -1756792 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1756816.750000 Penalty: 4739.346680
	Iteration 21Q: 3 clusters Score -1756817 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1756828.875000 Penalty: 4739.346680
	Iteration 22Q: 3 clusters Score -1756829 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -1756844.625000 Penalty: 4739.346680
	Iteration 23Q: 3 clusters Score -1756845 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1756865.000000 Penalty: 4739.346680
	Iteration 24Q: 3 clusters Score -1756865 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1756879.625000 Penalty: 4739.346680
	Iteration 25Q: 3 clusters Score -1756880 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1756888.875000 Penalty: 4739.346680
	Iteration 26Q: 3 clusters Score -1756889 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1756907.125000 Penalty: 4739.346680
	Iteration 27Q: 3 clusters Score -1756907 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -1756933.125000 Penalty: 4739.346680
	Iteration 28Q: 3 clusters Score -1756933 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1756960.000000 Penalty: 4739.346680
	Iteration 29Q: 3 clusters Score -1756960 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1756980.750000 Penalty: 4739.346680
	Iteration 30Q: 3 clusters Score -1756981 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1757004.375000 Penalty: 4739.346680
	Iteration 31Q: 3 clusters Score -1757004 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -1757026.500000 Penalty: 4739.346680
	Iteration 32Q: 3 clusters Score -1757026 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1757052.375000 Penalty: 4739.346680
	Iteration 33Q: 3 clusters Score -1757052 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1757070.000000 Penalty: 4739.346680
	Iteration 34Q: 3 clusters Score -1757070 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -1757098.125000 Penalty: 4739.346680
	Iteration 35Q: 3 clusters Score -1757098 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1757137.000000 Penalty: 4739.346680
	Iteration 36Q: 3 clusters Score -1757137 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1757175.750000 Penalty: 4739.346680
	Iteration 37Q: 3 clusters Score -1757176 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1757228.125000 Penalty: 4739.346680
	Iteration 38Q: 3 clusters Score -1757228 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1757313.875000 Penalty: 4739.346680
	Iteration 39Q: 3 clusters Score -1757314 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -1757467.000000 Penalty: 4739.346680
	Iteration 40F: 3 clusters Score -1757467 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1757765.625000 Penalty: 4739.346680
	Iteration 41Q: 3 clusters Score -1757766 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1758022.375000 Penalty: 4739.346680
	Iteration 42Q: 3 clusters Score -1758022 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1758169.750000 Penalty: 4739.346680
	Iteration 43Q: 3 clusters Score -1758170 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1758239.625000 Penalty: 4739.346680
	Iteration 44Q: 3 clusters Score -1758240 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1758277.000000 Penalty: 4739.346680
	Iteration 45Q: 3 clusters Score -1758277 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1758301.250000 Penalty: 4739.346680
	Iteration 46Q: 3 clusters Score -1758301 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1758319.875000 Penalty: 4739.346680
	Iteration 47Q: 3 clusters Score -1758320 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1758336.000000 Penalty: 4739.346680
	Iteration 48Q: 3 clusters Score -1758336 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1758342.875000 Penalty: 4739.346680
	Iteration 49Q: 3 clusters Score -1758343 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1758358.250000 Penalty: 4739.346680
	Iteration 50Q: 3 clusters Score -1758358 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1758354.500000 Penalty: 4739.346680
	Iteration 51Q: 3 clusters Score -1758354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1758357.000000 Penalty: 4739.346680
	Iteration 52Q: 3 clusters Score -1758357 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1758362.500000 Penalty: 4739.346680
	Iteration 53Q: 3 clusters Score -1758362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1758363.500000 Penalty: 4739.346680
	Iteration 54Q: 3 clusters Score -1758364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1758365.000000 Penalty: 4739.346680
	Iteration 55Q: 3 clusters Score -1758365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1758368.125000 Penalty: 4739.346680
	Iteration 56Q: 3 clusters Score -1758368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1758371.375000 Penalty: 4739.346680
	Iteration 57Q: 3 clusters Score -1758371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1758370.875000 Penalty: 4739.346680
	Iteration 58Q: 3 clusters Score -1758371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1758370.750000 Penalty: 4739.346680
	Iteration 59Q: 3 clusters Score -1758371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -1758370.500000 Penalty: 4739.346680
	Iteration 60F: 3 clusters Score -1758370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1758372.125000 Penalty: 4739.346680
	Iteration 61Q: 3 clusters Score -1758372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1758373.750000 Penalty: 4739.346680
	Iteration 62Q: 3 clusters Score -1758374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1758373.750000 Penalty: 4739.346680
	Iteration 63F: 3 clusters Score -1758374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -440402.531250 Penalty: 2039.459473
	Iteration 0F: 2 clusters Score -440402.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -436710.750000 Penalty: 4078.918945
	Iteration 0F: 3 clusters Score -436710.8 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -437512.718750 Penalty: 4078.918945
	Iteration 1F: 3 clusters Score -437512.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -437712.281250 Penalty: 4078.918945
	Iteration 2F: 3 clusters Score -437712.3 nChanged 177
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: -437811.906250 Penalty: 4078.918945
	Iteration 3Q: 3 clusters Score -437811.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -437878.031250 Penalty: 4078.918945
	Iteration 4Q: 3 clusters Score -437878 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -437931.656250 Penalty: 4078.918945
	Iteration 5Q: 3 clusters Score -437931.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -437979.718750 Penalty: 4078.918945
	Iteration 6Q: 3 clusters Score -437979.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -438025.531250 Penalty: 4078.918945
	Iteration 7Q: 3 clusters Score -438025.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -438064.062500 Penalty: 4078.918945
	Iteration 8Q: 3 clusters Score -438064.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -438091.531250 Penalty: 4078.918945
	Iteration 9Q: 3 clusters Score -438091.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -438112.812500 Penalty: 4078.918945
	Iteration 10Q: 3 clusters Score -438112.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -438136.468750 Penalty: 4078.918945
	Iteration 11Q: 3 clusters Score -438136.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -438164.062500 Penalty: 4078.918945
	Iteration 12Q: 3 clusters Score -438164.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -438196.093750 Penalty: 4078.918945
	Iteration 13Q: 3 clusters Score -438196.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -438228.937500 Penalty: 4078.918945
	Iteration 14Q: 3 clusters Score -438228.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -438265.187500 Penalty: 4078.918945
	Iteration 15Q: 3 clusters Score -438265.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -438300.875000 Penalty: 4078.918945
	Iteration 16Q: 3 clusters Score -438300.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -438325.437500 Penalty: 4078.918945
	Iteration 17Q: 3 clusters Score -438325.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -438355.406250 Penalty: 4078.918945
	Iteration 18Q: 3 clusters Score -438355.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -438385.562500 Penalty: 4078.918945
	Iteration 19Q: 3 clusters Score -438385.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -438411.468750 Penalty: 4078.918945
	Iteration 20F: 3 clusters Score -438411.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -438438.968750 Penalty: 4078.918945
	Iteration 21Q: 3 clusters Score -438439 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -438474.093750 Penalty: 4078.918945
	Iteration 22Q: 3 clusters Score -438474.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -438507.250000 Penalty: 4078.918945
	Iteration 23Q: 3 clusters Score -438507.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -438540.250000 Penalty: 4078.918945
	Iteration 24Q: 3 clusters Score -438540.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -438575.312500 Penalty: 4078.918945
	Iteration 25Q: 3 clusters Score -438575.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -438613.593750 Penalty: 4078.918945
	Iteration 26Q: 3 clusters Score -438613.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -438642.656250 Penalty: 4078.918945
	Iteration 27Q: 3 clusters Score -438642.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -438665.687500 Penalty: 4078.918945
	Iteration 28Q: 3 clusters Score -438665.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -438687.125000 Penalty: 4078.918945
	Iteration 29Q: 3 clusters Score -438687.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -438705.437500 Penalty: 4078.918945
	Iteration 30Q: 3 clusters Score -438705.4 nChanged 27
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: -438728.125000 Penalty: 4078.918945
	Iteration 31Q: 3 clusters Score -438728.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -438746.437500 Penalty: 4078.918945
	Iteration 32Q: 3 clusters Score -438746.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -438755.281250 Penalty: 4078.918945
	Iteration 33Q: 3 clusters Score -438755.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -438765.218750 Penalty: 4078.918945
	Iteration 34Q: 3 clusters Score -438765.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -438777.156250 Penalty: 4078.918945
	Iteration 35Q: 3 clusters Score -438777.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -438793.281250 Penalty: 4078.918945
	Iteration 36Q: 3 clusters Score -438793.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -438810.125000 Penalty: 4078.918945
	Iteration 37Q: 3 clusters Score -438810.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -438825.937500 Penalty: 4078.918945
	Iteration 38Q: 3 clusters Score -438825.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -438844.156250 Penalty: 4078.918945
	Iteration 39Q: 3 clusters Score -438844.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -438864.843750 Penalty: 4078.918945
	Iteration 40F: 3 clusters Score -438864.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -438879.125000 Penalty: 4078.918945
	Iteration 41Q: 3 clusters Score -438879.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -438895.375000 Penalty: 4078.918945
	Iteration 42Q: 3 clusters Score -438895.4 nChanged 17
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: -438908.281250 Penalty: 4078.918945
	Iteration 43Q: 3 clusters Score -438908.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -438921.593750 Penalty: 4078.918945
	Iteration 44Q: 3 clusters Score -438921.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -438936.343750 Penalty: 4078.918945
	Iteration 45Q: 3 clusters Score -438936.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -438943.875000 Penalty: 4078.918945
	Iteration 46Q: 3 clusters Score -438943.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -438951.656250 Penalty: 4078.918945
	Iteration 47Q: 3 clusters Score -438951.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -438958.093750 Penalty: 4078.918945
	Iteration 48Q: 3 clusters Score -438958.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -438963.406250 Penalty: 4078.918945
	Iteration 49Q: 3 clusters Score -438963.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -438965.937500 Penalty: 4078.918945
	Iteration 50Q: 3 clusters Score -438965.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -438969.187500 Penalty: 4078.918945
	Iteration 51Q: 3 clusters Score -438969.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -438971.062500 Penalty: 4078.918945
	Iteration 52Q: 3 clusters Score -438971.1 nChanged 1
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: -438970.750000 Penalty: 4078.918945
	Iteration 53Q: 3 clusters Score -438970.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -438970.562500 Penalty: 4078.918945
	Iteration 54Q: 3 clusters Score -438970.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -438970.562500 Penalty: 4078.918945
	Iteration 55F: 3 clusters Score -438970.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Entering Unmasked Estep 
Score: -154115.625000 Penalty: 1782.726318
	Iteration 0F: 2 clusters Score -154115.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -152063.671875 Penalty: 3565.452637
	Iteration 0F: 3 clusters Score -152063.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -152460.765625 Penalty: 3565.452637
	Iteration 1F: 3 clusters Score -152460.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -152585.421875 Penalty: 3565.452637
	Iteration 2F: 3 clusters Score -152585.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -152683.796875 Penalty: 3565.452637
	Iteration 3Q: 3 clusters Score -152683.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -152772.328125 Penalty: 3565.452637
	Iteration 4Q: 3 clusters Score -152772.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -152845.687500 Penalty: 3565.452637
	Iteration 5Q: 3 clusters Score -152845.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -152919.281250 Penalty: 3565.452637
	Iteration 6Q: 3 clusters Score -152919.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -152976.156250 Penalty: 3565.452637
	Iteration 7Q: 3 clusters Score -152976.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -153054.406250 Penalty: 3565.452637
	Iteration 8Q: 3 clusters Score -153054.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -153157.281250 Penalty: 3565.452637
	Iteration 9Q: 3 clusters Score -153157.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -153201.718750 Penalty: 3565.452637
	Iteration 10Q: 3 clusters Score -153201.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -153250.500000 Penalty: 3565.452637
	Iteration 11Q: 3 clusters Score -153250.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -153331.296875 Penalty: 3565.452637
	Iteration 12Q: 3 clusters Score -153331.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -153379.234375 Penalty: 3565.452637
	Iteration 13Q: 3 clusters Score -153379.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -153411.937500 Penalty: 3565.452637
	Iteration 14Q: 3 clusters Score -153411.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -153435.609375 Penalty: 3565.452637
	Iteration 15Q: 3 clusters Score -153435.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -153459.078125 Penalty: 3565.452637
	Iteration 16Q: 3 clusters Score -153459.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -153482.796875 Penalty: 3565.452637
	Iteration 17Q: 3 clusters Score -153482.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -153506.093750 Penalty: 3565.452637
	Iteration 18Q: 3 clusters Score -153506.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -153521.156250 Penalty: 3565.452637
	Iteration 19Q: 3 clusters Score -153521.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -153558.281250 Penalty: 3565.452637
	Iteration 20F: 3 clusters Score -153558.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -153589.500000 Penalty: 3565.452637
	Iteration 21Q: 3 clusters Score -153589.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -153617.671875 Penalty: 3565.452637
	Iteration 22Q: 3 clusters Score -153617.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -153663.375000 Penalty: 3565.452637
	Iteration 23Q: 3 clusters Score -153663.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -153697.687500 Penalty: 3565.452637
	Iteration 24Q: 3 clusters Score -153697.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -153723.328125 Penalty: 3565.452637
	Iteration 25Q: 3 clusters Score -153723.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -153776.156250 Penalty: 3565.452637
	Iteration 26Q: 3 clusters Score -153776.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -153834.515625 Penalty: 3565.452637
	Iteration 27Q: 3 clusters Score -153834.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -153916.453125 Penalty: 3565.452637
	Iteration 28Q: 3 clusters Score -153916.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -153991.265625 Penalty: 3565.452637
	Iteration 29Q: 3 clusters Score -153991.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -154062.796875 Penalty: 3565.452637
	Iteration 30Q: 3 clusters Score -154062.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -154121.593750 Penalty: 3565.452637
	Iteration 31Q: 3 clusters Score -154121.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -154150.062500 Penalty: 3565.452637
	Iteration 32Q: 3 clusters Score -154150.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -154193.906250 Penalty: 3565.452637
	Iteration 33Q: 3 clusters Score -154193.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -154213.984375 Penalty: 3565.452637
	Iteration 34Q: 3 clusters Score -154214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -154219.296875 Penalty: 3565.452637
	Iteration 35Q: 3 clusters Score -154219.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -154223.593750 Penalty: 3565.452637
	Iteration 36Q: 3 clusters Score -154223.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -154234.171875 Penalty: 3565.452637
	Iteration 37Q: 3 clusters Score -154234.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -154246.125000 Penalty: 3565.452637
	Iteration 38Q: 3 clusters Score -154246.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -154262.078125 Penalty: 3565.452637
	Iteration 39Q: 3 clusters Score -154262.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -154267.781250 Penalty: 3565.452637
	Iteration 40F: 3 clusters Score -154267.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -154277.531250 Penalty: 3565.452637
	Iteration 41Q: 3 clusters Score -154277.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -154289.171875 Penalty: 3565.452637
	Iteration 42Q: 3 clusters Score -154289.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -154293.359375 Penalty: 3565.452637
	Iteration 43Q: 3 clusters Score -154293.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -154297.140625 Penalty: 3565.452637
	Iteration 44Q: 3 clusters Score -154297.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -154304.859375 Penalty: 3565.452637
	Iteration 45Q: 3 clusters Score -154304.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -154311.359375 Penalty: 3565.452637
	Iteration 46Q: 3 clusters Score -154311.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -154319.625000 Penalty: 3565.452637
	Iteration 47Q: 3 clusters Score -154319.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -154320.656250 Penalty: 3565.452637
	Iteration 48Q: 3 clusters Score -154320.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -154320.656250 Penalty: 3565.452637
	Iteration 49F: 3 clusters Score -154320.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63241 members 
Mstep: Class 3 contains 14117 members 
Mstep: Class 4 contains 3728 members 
Mstep: Class 5 contains 386 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2192 members 
Mstep: Class 8 contains 56946 members 
Mstep: Class 9 contains 40524 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312938 members 
Mstep: Class 12 contains 34022 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 182933 members 
Mstep: Class 15 contains 31382 members 
Mstep: Class 16 contains 12381 members 
Mstep: Class 17 contains 10458 members 
Mstep: Class 18 contains 9868 members 
Mstep: Class 19 contains 63259 members 
Mstep: Class 20 contains 916 members 
Mstep: Class 21 contains 938 members 
Entering Unmasked Estep 
Score: -104758096.000000 Penalty: 71150.023438
Splitting cluster 5 changes total score from -104759480.000000 to -104758096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (4007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Entering Unmasked Estep 
Score: -507440.718750 Penalty: 2057.357910
	Iteration 0F: 2 clusters Score -507440.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -503521.218750 Penalty: 4114.715820
	Iteration 0F: 3 clusters Score -503521.2 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -504376.250000 Penalty: 4114.715820
	Iteration 1F: 3 clusters Score -504376.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -504552.593750 Penalty: 4114.715820
	Iteration 2F: 3 clusters Score -504552.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -504656.625000 Penalty: 4114.715820
	Iteration 3Q: 3 clusters Score -504656.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -504717.968750 Penalty: 4114.715820
	Iteration 4Q: 3 clusters Score -504718 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -504756.687500 Penalty: 4114.715820
	Iteration 5Q: 3 clusters Score -504756.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -504786.562500 Penalty: 4114.715820
	Iteration 6Q: 3 clusters Score -504786.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -504812.406250 Penalty: 4114.715820
	Iteration 7Q: 3 clusters Score -504812.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -504835.906250 Penalty: 4114.715820
	Iteration 8Q: 3 clusters Score -504835.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -504854.750000 Penalty: 4114.715820
	Iteration 9Q: 3 clusters Score -504854.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -504865.218750 Penalty: 4114.715820
	Iteration 10Q: 3 clusters Score -504865.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -504877.312500 Penalty: 4114.715820
	Iteration 11Q: 3 clusters Score -504877.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -504887.531250 Penalty: 4114.715820
	Iteration 12Q: 3 clusters Score -504887.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -504901.312500 Penalty: 4114.715820
	Iteration 13Q: 3 clusters Score -504901.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -504913.187500 Penalty: 4114.715820
	Iteration 14Q: 3 clusters Score -504913.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -504919.437500 Penalty: 4114.715820
	Iteration 15Q: 3 clusters Score -504919.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -504928.593750 Penalty: 4114.715820
	Iteration 16Q: 3 clusters Score -504928.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -504937.000000 Penalty: 4114.715820
	Iteration 17Q: 3 clusters Score -504937 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -504945.125000 Penalty: 4114.715820
	Iteration 18Q: 3 clusters Score -504945.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -504954.156250 Penalty: 4114.715820
	Iteration 19Q: 3 clusters Score -504954.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -504962.687500 Penalty: 4114.715820
	Iteration 20F: 3 clusters Score -504962.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -504969.156250 Penalty: 4114.715820
	Iteration 21Q: 3 clusters Score -504969.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -504977.156250 Penalty: 4114.715820
	Iteration 22Q: 3 clusters Score -504977.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -504984.281250 Penalty: 4114.715820
	Iteration 23Q: 3 clusters Score -504984.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -504990.437500 Penalty: 4114.715820
	Iteration 24Q: 3 clusters Score -504990.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -504995.031250 Penalty: 4114.715820
	Iteration 25Q: 3 clusters Score -504995 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -504999.437500 Penalty: 4114.715820
	Iteration 26Q: 3 clusters Score -504999.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -505005.031250 Penalty: 4114.715820
	Iteration 27Q: 3 clusters Score -505005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -505010.656250 Penalty: 4114.715820
	Iteration 28Q: 3 clusters Score -505010.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -505015.687500 Penalty: 4114.715820
	Iteration 29Q: 3 clusters Score -505015.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -505020.843750 Penalty: 4114.715820
	Iteration 30Q: 3 clusters Score -505020.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -505024.906250 Penalty: 4114.715820
	Iteration 31Q: 3 clusters Score -505024.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -505030.156250 Penalty: 4114.715820
	Iteration 32Q: 3 clusters Score -505030.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -505035.437500 Penalty: 4114.715820
	Iteration 33Q: 3 clusters Score -505035.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -505037.687500 Penalty: 4114.715820
	Iteration 34Q: 3 clusters Score -505037.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -505039.625000 Penalty: 4114.715820
	Iteration 35Q: 3 clusters Score -505039.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -505042.406250 Penalty: 4114.715820
	Iteration 36Q: 3 clusters Score -505042.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -505044.125000 Penalty: 4114.715820
	Iteration 37Q: 3 clusters Score -505044.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -505046.000000 Penalty: 4114.715820
	Iteration 38Q: 3 clusters Score -505046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -505049.093750 Penalty: 4114.715820
	Iteration 39Q: 3 clusters Score -505049.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -505052.000000 Penalty: 4114.715820
	Iteration 40F: 3 clusters Score -505052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -505055.968750 Penalty: 4114.715820
	Iteration 41Q: 3 clusters Score -505056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -505058.062500 Penalty: 4114.715820
	Iteration 42Q: 3 clusters Score -505058.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -505059.000000 Penalty: 4114.715820
	Iteration 43Q: 3 clusters Score -505059 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -505061.812500 Penalty: 4114.715820
	Iteration 44Q: 3 clusters Score -505061.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -505063.906250 Penalty: 4114.715820
	Iteration 45Q: 3 clusters Score -505063.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -505065.812500 Penalty: 4114.715820
	Iteration 46Q: 3 clusters Score -505065.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -505067.843750 Penalty: 4114.715820
	Iteration 47Q: 3 clusters Score -505067.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -505068.593750 Penalty: 4114.715820
	Iteration 48Q: 3 clusters Score -505068.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -505070.812500 Penalty: 4114.715820
	Iteration 49Q: 3 clusters Score -505070.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -505072.000000 Penalty: 4114.715820
	Iteration 50Q: 3 clusters Score -505072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -505074.562500 Penalty: 4114.715820
	Iteration 51Q: 3 clusters Score -505074.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -505075.531250 Penalty: 4114.715820
	Iteration 52Q: 3 clusters Score -505075.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -505075.875000 Penalty: 4114.715820
	Iteration 53Q: 3 clusters Score -505075.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -505075.437500 Penalty: 4114.715820
	Iteration 54Q: 3 clusters Score -505075.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -505076.656250 Penalty: 4114.715820
	Iteration 55Q: 3 clusters Score -505076.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -505077.937500 Penalty: 4114.715820
	Iteration 56Q: 3 clusters Score -505077.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -505078.906250 Penalty: 4114.715820
	Iteration 57Q: 3 clusters Score -505078.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -505080.187500 Penalty: 4114.715820
	Iteration 58Q: 3 clusters Score -505080.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -505082.500000 Penalty: 4114.715820
	Iteration 59Q: 3 clusters Score -505082.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -505084.562500 Penalty: 4114.715820
	Iteration 60F: 3 clusters Score -505084.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -505089.156250 Penalty: 4114.715820
	Iteration 61Q: 3 clusters Score -505089.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -505093.625000 Penalty: 4114.715820
	Iteration 62Q: 3 clusters Score -505093.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -505096.687500 Penalty: 4114.715820
	Iteration 63Q: 3 clusters Score -505096.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -505099.187500 Penalty: 4114.715820
	Iteration 64Q: 3 clusters Score -505099.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -505102.343750 Penalty: 4114.715820
	Iteration 65Q: 3 clusters Score -505102.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -505103.437500 Penalty: 4114.715820
	Iteration 66Q: 3 clusters Score -505103.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -505103.281250 Penalty: 4114.715820
	Iteration 67Q: 3 clusters Score -505103.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -505105.406250 Penalty: 4114.715820
	Iteration 68Q: 3 clusters Score -505105.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -505106.375000 Penalty: 4114.715820
	Iteration 69Q: 3 clusters Score -505106.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -505105.812500 Penalty: 4114.715820
	Iteration 70Q: 3 clusters Score -505105.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -505105.812500 Penalty: 4114.715820
	Iteration 71F: 3 clusters Score -505105.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2192 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Entering Unmasked Estep 
Score: -261260.062500 Penalty: 1907.757324
	Iteration 0F: 2 clusters Score -261260.1 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 1059 members 
Entering Unmasked Estep 
Score: -258516.578125 Penalty: 3815.514648
	Iteration 0F: 3 clusters Score -258516.6 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -259231.484375 Penalty: 3815.514648
	Iteration 1F: 3 clusters Score -259231.5 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -259573.281250 Penalty: 3815.514648
	Iteration 2F: 3 clusters Score -259573.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -259957.140625 Penalty: 3815.514648
	Iteration 3F: 3 clusters Score -259957.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -260311.343750 Penalty: 3815.514648
	Iteration 4F: 3 clusters Score -260311.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -260542.203125 Penalty: 3815.514648
	Iteration 5F: 3 clusters Score -260542.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -260642.765625 Penalty: 3815.514648
	Iteration 6Q: 3 clusters Score -260642.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -260685.984375 Penalty: 3815.514648
	Iteration 7Q: 3 clusters Score -260686 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -260709.203125 Penalty: 3815.514648
	Iteration 8Q: 3 clusters Score -260709.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -260727.218750 Penalty: 3815.514648
	Iteration 9Q: 3 clusters Score -260727.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -260738.359375 Penalty: 3815.514648
	Iteration 10Q: 3 clusters Score -260738.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -260743.718750 Penalty: 3815.514648
	Iteration 11Q: 3 clusters Score -260743.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -260747.750000 Penalty: 3815.514648
	Iteration 12Q: 3 clusters Score -260747.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -260754.375000 Penalty: 3815.514648
	Iteration 13Q: 3 clusters Score -260754.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -260759.328125 Penalty: 3815.514648
	Iteration 14Q: 3 clusters Score -260759.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -260765.609375 Penalty: 3815.514648
	Iteration 15Q: 3 clusters Score -260765.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -260774.609375 Penalty: 3815.514648
	Iteration 16Q: 3 clusters Score -260774.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -260780.656250 Penalty: 3815.514648
	Iteration 17Q: 3 clusters Score -260780.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -260789.281250 Penalty: 3815.514648
	Iteration 18Q: 3 clusters Score -260789.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -260792.015625 Penalty: 3815.514648
	Iteration 19Q: 3 clusters Score -260792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -260793.546875 Penalty: 3815.514648
	Iteration 20F: 3 clusters Score -260793.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -260794.500000 Penalty: 3815.514648
	Iteration 21Q: 3 clusters Score -260794.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -260794.500000 Penalty: 3815.514648
	Iteration 22F: 3 clusters Score -260794.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (56946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56946 members 
Entering Unmasked Estep 
Score: -6906626.000000 Penalty: 2715.564941
	Iteration 0F: 2 clusters Score -6906626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28390 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -6868382.000000 Penalty: 5431.129883
	Iteration 0F: 3 clusters Score -6868382 nChanged 26388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -6883027.500000 Penalty: 5431.129883
	Iteration 1F: 3 clusters Score -6883028 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -6883615.500000 Penalty: 5431.129883
	Iteration 2Q: 3 clusters Score -6883616 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -6884303.000000 Penalty: 5431.129883
	Iteration 3Q: 3 clusters Score -6884303 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 32200 members 
Entering Unmasked Estep 
Score: -6885216.000000 Penalty: 5431.129883
	Iteration 4Q: 3 clusters Score -6885216 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -6886578.500000 Penalty: 5431.129883
	Iteration 5F: 3 clusters Score -6886578 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 36664 members 
Entering Unmasked Estep 
Score: -6888405.000000 Penalty: 5431.129883
	Iteration 6F: 3 clusters Score -6888405 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 39742 members 
Entering Unmasked Estep 
Score: -6890693.000000 Penalty: 5431.129883
	Iteration 7F: 3 clusters Score -6890693 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 43003 members 
Entering Unmasked Estep 
Score: -6893206.500000 Penalty: 5431.129883
	Iteration 8F: 3 clusters Score -6893206 nChanged 3350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 46069 members 
Entering Unmasked Estep 
Score: -6895550.500000 Penalty: 5431.129883
	Iteration 9F: 3 clusters Score -6895550 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 48681 members 
Entering Unmasked Estep 
Score: -6897838.500000 Penalty: 5431.129883
	Iteration 10Q: 3 clusters Score -6897838 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 50714 members 
Entering Unmasked Estep 
Score: -6900372.500000 Penalty: 5431.129883
	Iteration 11Q: 3 clusters Score -6900372 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 51866 members 
Entering Unmasked Estep 
Score: -6902579.500000 Penalty: 5431.129883
	Iteration 12Q: 3 clusters Score -6902580 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 52283 members 
Entering Unmasked Estep 
Score: -6903404.000000 Penalty: 5431.129883
	Iteration 13Q: 3 clusters Score -6903404 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 52530 members 
Entering Unmasked Estep 
Score: -6903656.000000 Penalty: 5431.129883
	Iteration 14Q: 3 clusters Score -6903656 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 52769 members 
Entering Unmasked Estep 
Score: -6903790.000000 Penalty: 5431.129883
	Iteration 15Q: 3 clusters Score -6903790 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 52964 members 
Entering Unmasked Estep 
Score: -6903877.500000 Penalty: 5431.129883
	Iteration 16Q: 3 clusters Score -6903878 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 53129 members 
Entering Unmasked Estep 
Score: -6903905.500000 Penalty: 5431.129883
	Iteration 17Q: 3 clusters Score -6903906 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 53263 members 
Entering Unmasked Estep 
Score: -6903944.000000 Penalty: 5431.129883
	Iteration 18Q: 3 clusters Score -6903944 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 53373 members 
Entering Unmasked Estep 
Score: -6903982.000000 Penalty: 5431.129883
	Iteration 19Q: 3 clusters Score -6903982 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 53482 members 
Entering Unmasked Estep 
Score: -6904001.500000 Penalty: 5431.129883
	Iteration 20F: 3 clusters Score -6904002 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 53576 members 
Entering Unmasked Estep 
Score: -6904028.500000 Penalty: 5431.129883
	Iteration 21Q: 3 clusters Score -6904028 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 53667 members 
Entering Unmasked Estep 
Score: -6904054.000000 Penalty: 5431.129883
	Iteration 22Q: 3 clusters Score -6904054 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 53735 members 
Entering Unmasked Estep 
Score: -6904067.500000 Penalty: 5431.129883
	Iteration 23Q: 3 clusters Score -6904068 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 53800 members 
Entering Unmasked Estep 
Score: -6904069.500000 Penalty: 5431.129883
	Iteration 24Q: 3 clusters Score -6904070 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 53872 members 
Entering Unmasked Estep 
Score: -6904087.500000 Penalty: 5431.129883
	Iteration 25Q: 3 clusters Score -6904088 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 53946 members 
Entering Unmasked Estep 
Score: -6904084.000000 Penalty: 5431.129883
	Iteration 26Q: 3 clusters Score -6904084 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 54006 members 
Entering Unmasked Estep 
Score: -6904096.000000 Penalty: 5431.129883
	Iteration 27Q: 3 clusters Score -6904096 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 54063 members 
Entering Unmasked Estep 
Score: -6904114.000000 Penalty: 5431.129883
	Iteration 28Q: 3 clusters Score -6904114 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 54124 members 
Entering Unmasked Estep 
Score: -6904131.000000 Penalty: 5431.129883
	Iteration 29Q: 3 clusters Score -6904131 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 54180 members 
Entering Unmasked Estep 
Score: -6904149.500000 Penalty: 5431.129883
	Iteration 30Q: 3 clusters Score -6904150 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 54234 members 
Entering Unmasked Estep 
Score: -6904157.500000 Penalty: 5431.129883
	Iteration 31Q: 3 clusters Score -6904158 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 54282 members 
Entering Unmasked Estep 
Score: -6904172.500000 Penalty: 5431.129883
	Iteration 32Q: 3 clusters Score -6904172 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 54321 members 
Entering Unmasked Estep 
Score: -6904179.000000 Penalty: 5431.129883
	Iteration 33Q: 3 clusters Score -6904179 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 54347 members 
Entering Unmasked Estep 
Score: -6904189.000000 Penalty: 5431.129883
	Iteration 34Q: 3 clusters Score -6904189 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 54373 members 
Entering Unmasked Estep 
Score: -6904203.500000 Penalty: 5431.129883
	Iteration 35Q: 3 clusters Score -6904204 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 54396 members 
Entering Unmasked Estep 
Score: -6904215.500000 Penalty: 5431.129883
	Iteration 36Q: 3 clusters Score -6904216 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 54419 members 
Entering Unmasked Estep 
Score: -6904218.000000 Penalty: 5431.129883
	Iteration 37Q: 3 clusters Score -6904218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 54434 members 
Entering Unmasked Estep 
Score: -6904224.500000 Penalty: 5431.129883
	Iteration 38Q: 3 clusters Score -6904224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 54450 members 
Entering Unmasked Estep 
Score: -6904220.000000 Penalty: 5431.129883
	Iteration 39Q: 3 clusters Score -6904220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 54456 members 
Entering Unmasked Estep 
Score: -6904215.000000 Penalty: 5431.129883
	Iteration 40F: 3 clusters Score -6904215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 54463 members 
Entering Unmasked Estep 
Score: -6904226.000000 Penalty: 5431.129883
	Iteration 41Q: 3 clusters Score -6904226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 54471 members 
Entering Unmasked Estep 
Score: -6904229.000000 Penalty: 5431.129883
	Iteration 42Q: 3 clusters Score -6904229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 54476 members 
Entering Unmasked Estep 
Score: -6904228.000000 Penalty: 5431.129883
	Iteration 43Q: 3 clusters Score -6904228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 54484 members 
Entering Unmasked Estep 
Score: -6904229.000000 Penalty: 5431.129883
	Iteration 44Q: 3 clusters Score -6904229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 54488 members 
Entering Unmasked Estep 
Score: -6904228.000000 Penalty: 5431.129883
	Iteration 45Q: 3 clusters Score -6904228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 54496 members 
Entering Unmasked Estep 
Score: -6904222.500000 Penalty: 5431.129883
	Iteration 46Q: 3 clusters Score -6904222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 54511 members 
Entering Unmasked Estep 
Score: -6904220.500000 Penalty: 5431.129883
	Iteration 47Q: 3 clusters Score -6904220 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 54531 members 
Entering Unmasked Estep 
Score: -6904219.500000 Penalty: 5431.129883
	Iteration 48Q: 3 clusters Score -6904220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 54552 members 
Entering Unmasked Estep 
Score: -6904217.000000 Penalty: 5431.129883
	Iteration 49Q: 3 clusters Score -6904217 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 54566 members 
Entering Unmasked Estep 
Score: -6904218.000000 Penalty: 5431.129883
	Iteration 50Q: 3 clusters Score -6904218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 54581 members 
Entering Unmasked Estep 
Score: -6904214.000000 Penalty: 5431.129883
	Iteration 51Q: 3 clusters Score -6904214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 54594 members 
Entering Unmasked Estep 
Score: -6904224.000000 Penalty: 5431.129883
	Iteration 52Q: 3 clusters Score -6904224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 54603 members 
Entering Unmasked Estep 
Score: -6904224.000000 Penalty: 5431.129883
	Iteration 53Q: 3 clusters Score -6904224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 54614 members 
Entering Unmasked Estep 
Score: -6904228.000000 Penalty: 5431.129883
	Iteration 54Q: 3 clusters Score -6904228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 54627 members 
Entering Unmasked Estep 
Score: -6904232.000000 Penalty: 5431.129883
	Iteration 55Q: 3 clusters Score -6904232 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 54646 members 
Entering Unmasked Estep 
Score: -6904237.500000 Penalty: 5431.129883
	Iteration 56Q: 3 clusters Score -6904238 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 54665 members 
Entering Unmasked Estep 
Score: -6904246.500000 Penalty: 5431.129883
	Iteration 57Q: 3 clusters Score -6904246 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 54684 members 
Entering Unmasked Estep 
Score: -6904256.500000 Penalty: 5431.129883
	Iteration 58Q: 3 clusters Score -6904256 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 54699 members 
Entering Unmasked Estep 
Score: -6904271.000000 Penalty: 5431.129883
	Iteration 59Q: 3 clusters Score -6904271 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 54716 members 
Entering Unmasked Estep 
Score: -6904268.000000 Penalty: 5431.129883
	Iteration 60F: 3 clusters Score -6904268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 54733 members 
Entering Unmasked Estep 
Score: -6904269.500000 Penalty: 5431.129883
	Iteration 61Q: 3 clusters Score -6904270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 54744 members 
Entering Unmasked Estep 
Score: -6904273.500000 Penalty: 5431.129883
	Iteration 62Q: 3 clusters Score -6904274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 54750 members 
Entering Unmasked Estep 
Score: -6904272.000000 Penalty: 5431.129883
	Iteration 63Q: 3 clusters Score -6904272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 54755 members 
Entering Unmasked Estep 
Score: -6904276.500000 Penalty: 5431.129883
	Iteration 64Q: 3 clusters Score -6904276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 54758 members 
Entering Unmasked Estep 
Score: -6904277.500000 Penalty: 5431.129883
	Iteration 65Q: 3 clusters Score -6904278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 54766 members 
Entering Unmasked Estep 
Score: -6904274.000000 Penalty: 5431.129883
	Iteration 66Q: 3 clusters Score -6904274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 54771 members 
Entering Unmasked Estep 
Score: -6904280.000000 Penalty: 5431.129883
	Iteration 67Q: 3 clusters Score -6904280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 54779 members 
Entering Unmasked Estep 
Score: -6904273.000000 Penalty: 5431.129883
	Iteration 68Q: 3 clusters Score -6904273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 54791 members 
Entering Unmasked Estep 
Score: -6904276.000000 Penalty: 5431.129883
	Iteration 69Q: 3 clusters Score -6904276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 54802 members 
Entering Unmasked Estep 
Score: -6904276.000000 Penalty: 5431.129883
	Iteration 70Q: 3 clusters Score -6904276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 54811 members 
Entering Unmasked Estep 
Score: -6904291.000000 Penalty: 5431.129883
	Iteration 71Q: 3 clusters Score -6904291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 54819 members 
Entering Unmasked Estep 
Score: -6904290.000000 Penalty: 5431.129883
	Iteration 72Q: 3 clusters Score -6904290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 54831 members 
Entering Unmasked Estep 
Score: -6904283.500000 Penalty: 5431.129883
	Iteration 73Q: 3 clusters Score -6904284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 54842 members 
Entering Unmasked Estep 
Score: -6904290.500000 Penalty: 5431.129883
	Iteration 74Q: 3 clusters Score -6904290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 54851 members 
Entering Unmasked Estep 
Score: -6904300.500000 Penalty: 5431.129883
	Iteration 75Q: 3 clusters Score -6904300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 54860 members 
Entering Unmasked Estep 
Score: -6904298.500000 Penalty: 5431.129883
	Iteration 76Q: 3 clusters Score -6904298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 54866 members 
Entering Unmasked Estep 
Score: -6904292.500000 Penalty: 5431.129883
	Iteration 77Q: 3 clusters Score -6904292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 54873 members 
Entering Unmasked Estep 
Score: -6904297.000000 Penalty: 5431.129883
	Iteration 78Q: 3 clusters Score -6904297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 54879 members 
Entering Unmasked Estep 
Score: -6904295.000000 Penalty: 5431.129883
	Iteration 79Q: 3 clusters Score -6904295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 54884 members 
Entering Unmasked Estep 
Score: -6904299.000000 Penalty: 5431.129883
	Iteration 80F: 3 clusters Score -6904299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 54887 members 
Entering Unmasked Estep 
Score: -6904296.500000 Penalty: 5431.129883
	Iteration 81Q: 3 clusters Score -6904296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 54890 members 
Entering Unmasked Estep 
Score: -6904294.500000 Penalty: 5431.129883
	Iteration 82Q: 3 clusters Score -6904294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 54893 members 
Entering Unmasked Estep 
Score: -6904296.000000 Penalty: 5431.129883
	Iteration 83Q: 3 clusters Score -6904296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 54895 members 
Entering Unmasked Estep 
Score: -6904298.500000 Penalty: 5431.129883
	Iteration 84Q: 3 clusters Score -6904298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 54897 members 
Entering Unmasked Estep 
Score: -6904298.500000 Penalty: 5431.129883
	Iteration 85Q: 3 clusters Score -6904298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 54898 members 
Entering Unmasked Estep 
Score: -6904287.000000 Penalty: 5431.129883
	Iteration 86Q: 3 clusters Score -6904287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 54900 members 
Entering Unmasked Estep 
Score: -6904286.500000 Penalty: 5431.129883
	Iteration 87Q: 3 clusters Score -6904286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 54901 members 
Entering Unmasked Estep 
Score: -6904289.500000 Penalty: 5431.129883
	Iteration 88Q: 3 clusters Score -6904290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 54903 members 
Entering Unmasked Estep 
Score: -6904291.000000 Penalty: 5431.129883
	Iteration 89Q: 3 clusters Score -6904291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 54905 members 
Entering Unmasked Estep 
Score: -6904291.500000 Penalty: 5431.129883
	Iteration 90Q: 3 clusters Score -6904292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 54906 members 
Entering Unmasked Estep 
Score: -6904292.500000 Penalty: 5431.129883
	Iteration 91Q: 3 clusters Score -6904292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 54906 members 
Entering Unmasked Estep 
Score: -6904292.500000 Penalty: 5431.129883
	Iteration 92F: 3 clusters Score -6904292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (40524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40524 members 
Entering Unmasked Estep 
Score: -5117687.000000 Penalty: 2631.193115
	Iteration 0F: 2 clusters Score -5117687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -5090010.500000 Penalty: 5262.386230
	Iteration 0F: 3 clusters Score -5090010 nChanged 18587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -5100303.000000 Penalty: 5262.386230
	Iteration 1F: 3 clusters Score -5100303 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -5100868.000000 Penalty: 5262.386230
	Iteration 2Q: 3 clusters Score -5100868 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -5101529.000000 Penalty: 5262.386230
	Iteration 3Q: 3 clusters Score -5101529 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -5102218.500000 Penalty: 5262.386230
	Iteration 4Q: 3 clusters Score -5102218 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -5103246.000000 Penalty: 5262.386230
	Iteration 5Q: 3 clusters Score -5103246 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 27535 members 
Entering Unmasked Estep 
Score: -5104676.500000 Penalty: 5262.386230
	Iteration 6F: 3 clusters Score -5104676 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 29994 members 
Entering Unmasked Estep 
Score: -5106618.500000 Penalty: 5262.386230
	Iteration 7F: 3 clusters Score -5106618 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -5108925.000000 Penalty: 5262.386230
	Iteration 8F: 3 clusters Score -5108925 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 35108 members 
Entering Unmasked Estep 
Score: -5111193.500000 Penalty: 5262.386230
	Iteration 9F: 3 clusters Score -5111194 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 37009 members 
Entering Unmasked Estep 
Score: -5112928.000000 Penalty: 5262.386230
	Iteration 10Q: 3 clusters Score -5112928 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 38235 members 
Entering Unmasked Estep 
Score: -5114012.000000 Penalty: 5262.386230
	Iteration 11Q: 3 clusters Score -5114012 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 38925 members 
Entering Unmasked Estep 
Score: -5114625.000000 Penalty: 5262.386230
	Iteration 12Q: 3 clusters Score -5114625 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 39277 members 
Entering Unmasked Estep 
Score: -5114927.000000 Penalty: 5262.386230
	Iteration 13Q: 3 clusters Score -5114927 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 39495 members 
Entering Unmasked Estep 
Score: -5115118.500000 Penalty: 5262.386230
	Iteration 14Q: 3 clusters Score -5115118 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 39616 members 
Entering Unmasked Estep 
Score: -5115220.500000 Penalty: 5262.386230
	Iteration 15Q: 3 clusters Score -5115220 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 39707 members 
Entering Unmasked Estep 
Score: -5115300.000000 Penalty: 5262.386230
	Iteration 16Q: 3 clusters Score -5115300 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 39766 members 
Entering Unmasked Estep 
Score: -5115339.000000 Penalty: 5262.386230
	Iteration 17Q: 3 clusters Score -5115339 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
Score: -5115375.000000 Penalty: 5262.386230
	Iteration 18Q: 3 clusters Score -5115375 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 39833 members 
Entering Unmasked Estep 
Score: -5115394.500000 Penalty: 5262.386230
	Iteration 19Q: 3 clusters Score -5115394 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -5115424.500000 Penalty: 5262.386230
	Iteration 20F: 3 clusters Score -5115424 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -5115437.500000 Penalty: 5262.386230
	Iteration 21Q: 3 clusters Score -5115438 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -5115460.000000 Penalty: 5262.386230
	Iteration 22Q: 3 clusters Score -5115460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 39888 members 
Entering Unmasked Estep 
Score: -5115475.000000 Penalty: 5262.386230
	Iteration 23Q: 3 clusters Score -5115475 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -5115489.000000 Penalty: 5262.386230
	Iteration 24Q: 3 clusters Score -5115489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 39910 members 
Entering Unmasked Estep 
Score: -5115492.000000 Penalty: 5262.386230
	Iteration 25Q: 3 clusters Score -5115492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -5115504.000000 Penalty: 5262.386230
	Iteration 26Q: 3 clusters Score -5115504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 39935 members 
Entering Unmasked Estep 
Score: -5115514.500000 Penalty: 5262.386230
	Iteration 27Q: 3 clusters Score -5115514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 39941 members 
Entering Unmasked Estep 
Score: -5115521.500000 Penalty: 5262.386230
	Iteration 28Q: 3 clusters Score -5115522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 39946 members 
Entering Unmasked Estep 
Score: -5115527.500000 Penalty: 5262.386230
	Iteration 29Q: 3 clusters Score -5115528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 39949 members 
Entering Unmasked Estep 
Score: -5115537.500000 Penalty: 5262.386230
	Iteration 30Q: 3 clusters Score -5115538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 39953 members 
Entering Unmasked Estep 
Score: -5115541.000000 Penalty: 5262.386230
	Iteration 31Q: 3 clusters Score -5115541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 39956 members 
Entering Unmasked Estep 
Score: -5115547.500000 Penalty: 5262.386230
	Iteration 32Q: 3 clusters Score -5115548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -5115553.500000 Penalty: 5262.386230
	Iteration 33Q: 3 clusters Score -5115554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
Score: -5115553.000000 Penalty: 5262.386230
	Iteration 34Q: 3 clusters Score -5115553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -5115551.000000 Penalty: 5262.386230
	Iteration 35Q: 3 clusters Score -5115551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
Score: -5115553.500000 Penalty: 5262.386230
	Iteration 36Q: 3 clusters Score -5115554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -5115554.500000 Penalty: 5262.386230
	Iteration 37Q: 3 clusters Score -5115554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 39959 members 
Entering Unmasked Estep 
Score: -5115554.000000 Penalty: 5262.386230
	Iteration 38Q: 3 clusters Score -5115554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 39959 members 
Entering Unmasked Estep 
Score: -5115556.500000 Penalty: 5262.386230
	Iteration 39Q: 3 clusters Score -5115556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 39961 members 
Entering Unmasked Estep 
Score: -5115558.500000 Penalty: 5262.386230
	Iteration 40F: 3 clusters Score -5115558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
Score: -5115559.500000 Penalty: 5262.386230
	Iteration 41Q: 3 clusters Score -5115560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 39962 members 
Entering Unmasked Estep 
Score: -5115559.500000 Penalty: 5262.386230
	Iteration 42F: 3 clusters Score -5115560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Entering Unmasked Estep 
Score: -837755.812500 Penalty: 2181.979248
	Iteration 0F: 2 clusters Score -837755.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -832214.437500 Penalty: 4363.958496
	Iteration 0F: 3 clusters Score -832214.4 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -833632.312500 Penalty: 4363.958496
	Iteration 1F: 3 clusters Score -833632.3 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -833860.625000 Penalty: 4363.958496
	Iteration 2F: 3 clusters Score -833860.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -834018.750000 Penalty: 4363.958496
	Iteration 3Q: 3 clusters Score -834018.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -834151.250000 Penalty: 4363.958496
	Iteration 4Q: 3 clusters Score -834151.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -834251.500000 Penalty: 4363.958496
	Iteration 5Q: 3 clusters Score -834251.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -834336.750000 Penalty: 4363.958496
	Iteration 6Q: 3 clusters Score -834336.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -834423.687500 Penalty: 4363.958496
	Iteration 7Q: 3 clusters Score -834423.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -834515.062500 Penalty: 4363.958496
	Iteration 8Q: 3 clusters Score -834515.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -834620.250000 Penalty: 4363.958496
	Iteration 9Q: 3 clusters Score -834620.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -834733.250000 Penalty: 4363.958496
	Iteration 10Q: 3 clusters Score -834733.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -834863.625000 Penalty: 4363.958496
	Iteration 11Q: 3 clusters Score -834863.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -835011.062500 Penalty: 4363.958496
	Iteration 12Q: 3 clusters Score -835011.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -835153.750000 Penalty: 4363.958496
	Iteration 13Q: 3 clusters Score -835153.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -835285.500000 Penalty: 4363.958496
	Iteration 14Q: 3 clusters Score -835285.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -835404.375000 Penalty: 4363.958496
	Iteration 15Q: 3 clusters Score -835404.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -835494.000000 Penalty: 4363.958496
	Iteration 16Q: 3 clusters Score -835494 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -835565.187500 Penalty: 4363.958496
	Iteration 17Q: 3 clusters Score -835565.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -835628.250000 Penalty: 4363.958496
	Iteration 18Q: 3 clusters Score -835628.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -835678.187500 Penalty: 4363.958496
	Iteration 19Q: 3 clusters Score -835678.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -835715.375000 Penalty: 4363.958496
	Iteration 20F: 3 clusters Score -835715.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -835761.750000 Penalty: 4363.958496
	Iteration 21Q: 3 clusters Score -835761.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -835791.062500 Penalty: 4363.958496
	Iteration 22Q: 3 clusters Score -835791.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -835800.312500 Penalty: 4363.958496
	Iteration 23Q: 3 clusters Score -835800.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -835807.625000 Penalty: 4363.958496
	Iteration 24Q: 3 clusters Score -835807.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -835821.375000 Penalty: 4363.958496
	Iteration 25Q: 3 clusters Score -835821.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -835837.437500 Penalty: 4363.958496
	Iteration 26Q: 3 clusters Score -835837.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -835844.375000 Penalty: 4363.958496
	Iteration 27Q: 3 clusters Score -835844.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -835848.875000 Penalty: 4363.958496
	Iteration 28Q: 3 clusters Score -835848.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -835860.062500 Penalty: 4363.958496
	Iteration 29Q: 3 clusters Score -835860.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -835863.875000 Penalty: 4363.958496
	Iteration 30Q: 3 clusters Score -835863.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -835868.625000 Penalty: 4363.958496
	Iteration 31Q: 3 clusters Score -835868.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -835873.250000 Penalty: 4363.958496
	Iteration 32Q: 3 clusters Score -835873.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -835875.000000 Penalty: 4363.958496
	Iteration 33Q: 3 clusters Score -835875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -835875.812500 Penalty: 4363.958496
	Iteration 34Q: 3 clusters Score -835875.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -835875.812500 Penalty: 4363.958496
	Iteration 35F: 3 clusters Score -835875.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (312938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312938 members 
Entering Unmasked Estep 
Score: -38759488.000000 Penalty: 3138.132568
	Iteration 0F: 2 clusters Score -3.875949e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156852 members 
Mstep: Class 2 contains 156086 members 
Entering Unmasked Estep 
Score: -38574212.000000 Penalty: 6276.265137
	Iteration 0F: 3 clusters Score -3.857421e+07 nChanged 151318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166106 members 
Mstep: Class 2 contains 146832 members 
Entering Unmasked Estep 
Score: -38663992.000000 Penalty: 6276.265137
	Iteration 1F: 3 clusters Score -3.866399e+07 nChanged 9098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171392 members 
Mstep: Class 2 contains 141546 members 
Entering Unmasked Estep 
Score: -38666060.000000 Penalty: 6276.265137
	Iteration 2Q: 3 clusters Score -3.866606e+07 nChanged 11353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179191 members 
Mstep: Class 2 contains 133747 members 
Entering Unmasked Estep 
Score: -38669660.000000 Penalty: 6276.265137
	Iteration 3Q: 3 clusters Score -3.866966e+07 nChanged 14763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190570 members 
Mstep: Class 2 contains 122368 members 
Entering Unmasked Estep 
Score: -38675800.000000 Penalty: 6276.265137
	Iteration 4Q: 3 clusters Score -3.86758e+07 nChanged 18916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205946 members 
Mstep: Class 2 contains 106992 members 
Entering Unmasked Estep 
Score: -38685856.000000 Penalty: 6276.265137
	Iteration 5F: 3 clusters Score -3.868586e+07 nChanged 21742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223908 members 
Mstep: Class 2 contains 89030 members 
Entering Unmasked Estep 
Score: -38698928.000000 Penalty: 6276.265137
	Iteration 6F: 3 clusters Score -3.869893e+07 nChanged 21558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241032 members 
Mstep: Class 2 contains 71906 members 
Entering Unmasked Estep 
Score: -38714156.000000 Penalty: 6276.265137
	Iteration 7F: 3 clusters Score -3.871416e+07 nChanged 17911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253469 members 
Mstep: Class 2 contains 59469 members 
Entering Unmasked Estep 
Score: -38726956.000000 Penalty: 6276.265137
	Iteration 8F: 3 clusters Score -3.872696e+07 nChanged 13326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260273 members 
Mstep: Class 2 contains 52665 members 
Entering Unmasked Estep 
Score: -38735488.000000 Penalty: 6276.265137
	Iteration 9Q: 3 clusters Score -3.873549e+07 nChanged 9241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263656 members 
Mstep: Class 2 contains 49282 members 
Entering Unmasked Estep 
Score: -38739224.000000 Penalty: 6276.265137
	Iteration 10Q: 3 clusters Score -3.873922e+07 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265951 members 
Mstep: Class 2 contains 46987 members 
Entering Unmasked Estep 
Score: -38740800.000000 Penalty: 6276.265137
	Iteration 11Q: 3 clusters Score -3.87408e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268006 members 
Mstep: Class 2 contains 44932 members 
Entering Unmasked Estep 
Score: -38741924.000000 Penalty: 6276.265137
	Iteration 12Q: 3 clusters Score -3.874192e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270100 members 
Mstep: Class 2 contains 42838 members 
Entering Unmasked Estep 
Score: -38743000.000000 Penalty: 6276.265137
	Iteration 13Q: 3 clusters Score -3.8743e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272237 members 
Mstep: Class 2 contains 40701 members 
Entering Unmasked Estep 
Score: -38744196.000000 Penalty: 6276.265137
	Iteration 14Q: 3 clusters Score -3.87442e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274358 members 
Mstep: Class 2 contains 38580 members 
Entering Unmasked Estep 
Score: -38745308.000000 Penalty: 6276.265137
	Iteration 15Q: 3 clusters Score -3.874531e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276527 members 
Mstep: Class 2 contains 36411 members 
Entering Unmasked Estep 
Score: -38746508.000000 Penalty: 6276.265137
	Iteration 16Q: 3 clusters Score -3.874651e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278554 members 
Mstep: Class 2 contains 34384 members 
Entering Unmasked Estep 
Score: -38747612.000000 Penalty: 6276.265137
	Iteration 17Q: 3 clusters Score -3.874761e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280485 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -38748928.000000 Penalty: 6276.265137
	Iteration 18Q: 3 clusters Score -3.874893e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282330 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -38750144.000000 Penalty: 6276.265137
	Iteration 19Q: 3 clusters Score -3.875014e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284098 members 
Mstep: Class 2 contains 28840 members 
Entering Unmasked Estep 
Score: -38751256.000000 Penalty: 6276.265137
	Iteration 20F: 3 clusters Score -3.875126e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285746 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -38752352.000000 Penalty: 6276.265137
	Iteration 21Q: 3 clusters Score -3.875235e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287357 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -38753844.000000 Penalty: 6276.265137
	Iteration 22Q: 3 clusters Score -3.875384e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288885 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -38754952.000000 Penalty: 6276.265137
	Iteration 23Q: 3 clusters Score -3.875495e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290345 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -38756252.000000 Penalty: 6276.265137
	Iteration 24Q: 3 clusters Score -3.875625e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291795 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -38757284.000000 Penalty: 6276.265137
	Iteration 25Q: 3 clusters Score -3.875728e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293097 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -38758212.000000 Penalty: 6276.265137
	Iteration 26Q: 3 clusters Score -3.875821e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294438 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -38759552.000000 Penalty: 6276.265137
	Iteration 27Q: 3 clusters Score -3.875955e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295865 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -38760736.000000 Penalty: 6276.265137
	Iteration 28Q: 3 clusters Score -3.876074e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297335 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -38761684.000000 Penalty: 6276.265137
	Iteration 29Q: 3 clusters Score -3.876168e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298849 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -38762496.000000 Penalty: 6276.265137
	Iteration 30Q: 3 clusters Score -3.87625e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300330 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -38762680.000000 Penalty: 6276.265137
	Iteration 31Q: 3 clusters Score -3.876268e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301769 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -38762968.000000 Penalty: 6276.265137
	Iteration 32Q: 3 clusters Score -3.876297e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303103 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -38762824.000000 Penalty: 6276.265137
	Iteration 33Q: 3 clusters Score -3.876282e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304406 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -38762800.000000 Penalty: 6276.265137
	Iteration 34Q: 3 clusters Score -3.87628e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305577 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -38762484.000000 Penalty: 6276.265137
	Iteration 35Q: 3 clusters Score -3.876248e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306674 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -38762156.000000 Penalty: 6276.265137
	Iteration 36Q: 3 clusters Score -3.876216e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307626 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -38761636.000000 Penalty: 6276.265137
	Iteration 37Q: 3 clusters Score -3.876164e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308484 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -38761092.000000 Penalty: 6276.265137
	Iteration 38Q: 3 clusters Score -3.876109e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309253 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -38760516.000000 Penalty: 6276.265137
	Iteration 39Q: 3 clusters Score -3.876052e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309874 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -38759988.000000 Penalty: 6276.265137
	Iteration 40F: 3 clusters Score -3.875999e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310378 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -38759604.000000 Penalty: 6276.265137
	Iteration 41Q: 3 clusters Score -3.87596e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310793 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -38759204.000000 Penalty: 6276.265137
	Iteration 42Q: 3 clusters Score -3.87592e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311111 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -38759004.000000 Penalty: 6276.265137
	Iteration 43Q: 3 clusters Score -3.8759e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311379 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -38758720.000000 Penalty: 6276.265137
	Iteration 44Q: 3 clusters Score -3.875872e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311590 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -38758560.000000 Penalty: 6276.265137
	Iteration 45Q: 3 clusters Score -3.875856e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311741 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -38758348.000000 Penalty: 6276.265137
	Iteration 46Q: 3 clusters Score -3.875835e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311858 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -38758180.000000 Penalty: 6276.265137
	Iteration 47Q: 3 clusters Score -3.875818e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311954 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -38758124.000000 Penalty: 6276.265137
	Iteration 48Q: 3 clusters Score -3.875812e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312021 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -38758080.000000 Penalty: 6276.265137
	Iteration 49Q: 3 clusters Score -3.875808e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312079 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -38758020.000000 Penalty: 6276.265137
	Iteration 50Q: 3 clusters Score -3.875802e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312132 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -38757968.000000 Penalty: 6276.265137
	Iteration 51Q: 3 clusters Score -3.875797e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312175 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -38757880.000000 Penalty: 6276.265137
	Iteration 52Q: 3 clusters Score -3.875788e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312199 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -38757856.000000 Penalty: 6276.265137
	Iteration 53Q: 3 clusters Score -3.875786e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312220 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -38757860.000000 Penalty: 6276.265137
	Iteration 54Q: 3 clusters Score -3.875786e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312233 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -38757852.000000 Penalty: 6276.265137
	Iteration 55Q: 3 clusters Score -3.875785e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312247 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -38757824.000000 Penalty: 6276.265137
	Iteration 56Q: 3 clusters Score -3.875782e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312259 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -38757812.000000 Penalty: 6276.265137
	Iteration 57Q: 3 clusters Score -3.875781e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312265 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -38757800.000000 Penalty: 6276.265137
	Iteration 58Q: 3 clusters Score -3.87578e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312274 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -38757788.000000 Penalty: 6276.265137
	Iteration 59Q: 3 clusters Score -3.875779e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312281 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -38757796.000000 Penalty: 6276.265137
	Iteration 60F: 3 clusters Score -3.87578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312284 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -38757788.000000 Penalty: 6276.265137
	Iteration 61Q: 3 clusters Score -3.875779e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312286 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -38757804.000000 Penalty: 6276.265137
	Iteration 62Q: 3 clusters Score -3.87578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312291 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -38757820.000000 Penalty: 6276.265137
	Iteration 63Q: 3 clusters Score -3.875782e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312294 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -38757828.000000 Penalty: 6276.265137
	Iteration 64Q: 3 clusters Score -3.875783e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312297 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -38757844.000000 Penalty: 6276.265137
	Iteration 65Q: 3 clusters Score -3.875784e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312301 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -38757840.000000 Penalty: 6276.265137
	Iteration 66Q: 3 clusters Score -3.875784e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312308 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -38757804.000000 Penalty: 6276.265137
	Iteration 67Q: 3 clusters Score -3.87578e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312313 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -38757800.000000 Penalty: 6276.265137
	Iteration 68Q: 3 clusters Score -3.87578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312316 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -38757812.000000 Penalty: 6276.265137
	Iteration 69Q: 3 clusters Score -3.875781e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312317 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -38757800.000000 Penalty: 6276.265137
	Iteration 70Q: 3 clusters Score -3.87578e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312317 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -38757800.000000 Penalty: 6276.265137
	Iteration 71F: 3 clusters Score -3.87578e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (34022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Entering Unmasked Estep 
Score: -4269597.000000 Penalty: 2587.821289
	Iteration 0F: 2 clusters Score -4269597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -4246238.000000 Penalty: 5175.642578
	Iteration 0F: 3 clusters Score -4246238 nChanged 15584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17629 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -4254737.000000 Penalty: 5175.642578
	Iteration 1F: 3 clusters Score -4254737 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -4255280.500000 Penalty: 5175.642578
	Iteration 2Q: 3 clusters Score -4255280 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -4255858.000000 Penalty: 5175.642578
	Iteration 3Q: 3 clusters Score -4255858 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -4256432.500000 Penalty: 5175.642578
	Iteration 4Q: 3 clusters Score -4256432 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -4257125.500000 Penalty: 5175.642578
	Iteration 5Q: 3 clusters Score -4257126 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -4257884.500000 Penalty: 5175.642578
	Iteration 6Q: 3 clusters Score -4257884 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -4258792.000000 Penalty: 5175.642578
	Iteration 7Q: 3 clusters Score -4258792 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -4259836.500000 Penalty: 5175.642578
	Iteration 8Q: 3 clusters Score -4259836 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25402 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -4261022.500000 Penalty: 5175.642578
	Iteration 9F: 3 clusters Score -4261022 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -4262370.500000 Penalty: 5175.642578
	Iteration 10F: 3 clusters Score -4262370 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -4263563.500000 Penalty: 5175.642578
	Iteration 11Q: 3 clusters Score -4263564 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29952 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -4264507.500000 Penalty: 5175.642578
	Iteration 12Q: 3 clusters Score -4264508 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -4265350.000000 Penalty: 5175.642578
	Iteration 13Q: 3 clusters Score -4265350 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -4266003.000000 Penalty: 5175.642578
	Iteration 14Q: 3 clusters Score -4266003 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -4266431.000000 Penalty: 5175.642578
	Iteration 15Q: 3 clusters Score -4266431 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32793 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -4266743.500000 Penalty: 5175.642578
	Iteration 16Q: 3 clusters Score -4266744 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33035 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -4266927.500000 Penalty: 5175.642578
	Iteration 17Q: 3 clusters Score -4266928 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33182 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4267064.000000 Penalty: 5175.642578
	Iteration 18Q: 3 clusters Score -4267064 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33284 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4267143.000000 Penalty: 5175.642578
	Iteration 19Q: 3 clusters Score -4267143 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33342 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -4267197.000000 Penalty: 5175.642578
	Iteration 20F: 3 clusters Score -4267197 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33383 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4267240.000000 Penalty: 5175.642578
	Iteration 21Q: 3 clusters Score -4267240 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33415 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4267269.000000 Penalty: 5175.642578
	Iteration 22Q: 3 clusters Score -4267269 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33441 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4267287.000000 Penalty: 5175.642578
	Iteration 23Q: 3 clusters Score -4267287 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4267303.500000 Penalty: 5175.642578
	Iteration 24Q: 3 clusters Score -4267304 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33480 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -4267315.500000 Penalty: 5175.642578
	Iteration 25Q: 3 clusters Score -4267316 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -4267334.500000 Penalty: 5175.642578
	Iteration 26Q: 3 clusters Score -4267334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4267340.000000 Penalty: 5175.642578
	Iteration 27Q: 3 clusters Score -4267340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33512 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4267340.500000 Penalty: 5175.642578
	Iteration 28Q: 3 clusters Score -4267340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4267345.500000 Penalty: 5175.642578
	Iteration 29Q: 3 clusters Score -4267346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4267348.500000 Penalty: 5175.642578
	Iteration 30Q: 3 clusters Score -4267348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -4267350.500000 Penalty: 5175.642578
	Iteration 31Q: 3 clusters Score -4267350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33516 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4267347.500000 Penalty: 5175.642578
	Iteration 32Q: 3 clusters Score -4267348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33517 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -4267349.000000 Penalty: 5175.642578
	Iteration 33Q: 3 clusters Score -4267349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33517 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -4267349.000000 Penalty: 5175.642578
	Iteration 34F: 3 clusters Score -4267349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Entering Unmasked Estep 
Score: -608721.687500 Penalty: 2122.276611
	Iteration 0F: 2 clusters Score -608721.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -604103.062500 Penalty: 4244.553223
	Iteration 0F: 3 clusters Score -604103.1 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -605204.125000 Penalty: 4244.553223
	Iteration 1F: 3 clusters Score -605204.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -605480.000000 Penalty: 4244.553223
	Iteration 2F: 3 clusters Score -605480 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -605773.187500 Penalty: 4244.553223
	Iteration 3F: 3 clusters Score -605773.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -606195.500000 Penalty: 4244.553223
	Iteration 4F: 3 clusters Score -606195.5 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -606628.437500 Penalty: 4244.553223
	Iteration 5F: 3 clusters Score -606628.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -606887.250000 Penalty: 4244.553223
	Iteration 6F: 3 clusters Score -606887.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -607157.562500 Penalty: 4244.553223
	Iteration 7F: 3 clusters Score -607157.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -607386.687500 Penalty: 4244.553223
	Iteration 8Q: 3 clusters Score -607386.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -607552.625000 Penalty: 4244.553223
	Iteration 9Q: 3 clusters Score -607552.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -607662.562500 Penalty: 4244.553223
	Iteration 10Q: 3 clusters Score -607662.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -607747.062500 Penalty: 4244.553223
	Iteration 11Q: 3 clusters Score -607747.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -607797.812500 Penalty: 4244.553223
	Iteration 12Q: 3 clusters Score -607797.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -607836.687500 Penalty: 4244.553223
	Iteration 13Q: 3 clusters Score -607836.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -607866.750000 Penalty: 4244.553223
	Iteration 14Q: 3 clusters Score -607866.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -607884.875000 Penalty: 4244.553223
	Iteration 15Q: 3 clusters Score -607884.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -607901.375000 Penalty: 4244.553223
	Iteration 16Q: 3 clusters Score -607901.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -607918.750000 Penalty: 4244.553223
	Iteration 17Q: 3 clusters Score -607918.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -607933.937500 Penalty: 4244.553223
	Iteration 18Q: 3 clusters Score -607933.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -607943.812500 Penalty: 4244.553223
	Iteration 19Q: 3 clusters Score -607943.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -607951.937500 Penalty: 4244.553223
	Iteration 20F: 3 clusters Score -607951.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -607963.750000 Penalty: 4244.553223
	Iteration 21Q: 3 clusters Score -607963.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -607971.875000 Penalty: 4244.553223
	Iteration 22Q: 3 clusters Score -607971.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -607974.062500 Penalty: 4244.553223
	Iteration 23Q: 3 clusters Score -607974.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -607976.687500 Penalty: 4244.553223
	Iteration 24Q: 3 clusters Score -607976.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -607979.500000 Penalty: 4244.553223
	Iteration 25Q: 3 clusters Score -607979.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -607980.500000 Penalty: 4244.553223
	Iteration 26Q: 3 clusters Score -607980.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -607981.812500 Penalty: 4244.553223
	Iteration 27Q: 3 clusters Score -607981.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -607984.625000 Penalty: 4244.553223
	Iteration 28Q: 3 clusters Score -607984.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -607984.500000 Penalty: 4244.553223
	Iteration 29Q: 3 clusters Score -607984.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -607987.562500 Penalty: 4244.553223
	Iteration 30Q: 3 clusters Score -607987.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -607987.250000 Penalty: 4244.553223
	Iteration 31Q: 3 clusters Score -607987.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -607987.937500 Penalty: 4244.553223
	Iteration 32Q: 3 clusters Score -607987.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -607989.812500 Penalty: 4244.553223
	Iteration 33Q: 3 clusters Score -607989.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -607991.437500 Penalty: 4244.553223
	Iteration 34Q: 3 clusters Score -607991.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -607995.125000 Penalty: 4244.553223
	Iteration 35Q: 3 clusters Score -607995.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -607994.437500 Penalty: 4244.553223
	Iteration 36Q: 3 clusters Score -607994.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -607995.000000 Penalty: 4244.553223
	Iteration 37Q: 3 clusters Score -607995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -607995.000000 Penalty: 4244.553223
	Iteration 38F: 3 clusters Score -607995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (182933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182933 members 
Entering Unmasked Estep 
Score: -22726602.000000 Penalty: 3004.985107
	Iteration 0F: 2 clusters Score -2.27266e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91412 members 
Mstep: Class 2 contains 91521 members 
Entering Unmasked Estep 
Score: -22607590.000000 Penalty: 6009.970215
	Iteration 0F: 3 clusters Score -2.260759e+07 nChanged 88178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90458 members 
Mstep: Class 2 contains 92475 members 
Entering Unmasked Estep 
Score: -22658846.000000 Penalty: 6009.970215
	Iteration 1F: 3 clusters Score -2.265885e+07 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89742 members 
Mstep: Class 2 contains 93191 members 
Entering Unmasked Estep 
Score: -22659976.000000 Penalty: 6009.970215
	Iteration 2Q: 3 clusters Score -2.265998e+07 nChanged 5634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88634 members 
Mstep: Class 2 contains 94299 members 
Entering Unmasked Estep 
Score: -22661404.000000 Penalty: 6009.970215
	Iteration 3Q: 3 clusters Score -2.26614e+07 nChanged 6152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86808 members 
Mstep: Class 2 contains 96125 members 
Entering Unmasked Estep 
Score: -22662998.000000 Penalty: 6009.970215
	Iteration 4Q: 3 clusters Score -2.2663e+07 nChanged 7116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84004 members 
Mstep: Class 2 contains 98929 members 
Entering Unmasked Estep 
Score: -22665484.000000 Penalty: 6009.970215
	Iteration 5Q: 3 clusters Score -2.266548e+07 nChanged 8499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79931 members 
Mstep: Class 2 contains 103002 members 
Entering Unmasked Estep 
Score: -22669502.000000 Penalty: 6009.970215
	Iteration 6Q: 3 clusters Score -2.26695e+07 nChanged 10254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74247 members 
Mstep: Class 2 contains 108686 members 
Entering Unmasked Estep 
Score: -22675562.000000 Penalty: 6009.970215
	Iteration 7F: 3 clusters Score -2.267556e+07 nChanged 12092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67019 members 
Mstep: Class 2 contains 115914 members 
Entering Unmasked Estep 
Score: -22684184.000000 Penalty: 6009.970215
	Iteration 8F: 3 clusters Score -2.268418e+07 nChanged 12166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59497 members 
Mstep: Class 2 contains 123436 members 
Entering Unmasked Estep 
Score: -22693274.000000 Penalty: 6009.970215
	Iteration 9F: 3 clusters Score -2.269327e+07 nChanged 10940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52891 members 
Mstep: Class 2 contains 130042 members 
Entering Unmasked Estep 
Score: -22701112.000000 Penalty: 6009.970215
	Iteration 10F: 3 clusters Score -2.270111e+07 nChanged 8559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47790 members 
Mstep: Class 2 contains 135143 members 
Entering Unmasked Estep 
Score: -22706628.000000 Penalty: 6009.970215
	Iteration 11Q: 3 clusters Score -2.270663e+07 nChanged 6349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43711 members 
Mstep: Class 2 contains 139222 members 
Entering Unmasked Estep 
Score: -22709854.000000 Penalty: 6009.970215
	Iteration 12Q: 3 clusters Score -2.270985e+07 nChanged 4624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40207 members 
Mstep: Class 2 contains 142726 members 
Entering Unmasked Estep 
Score: -22712050.000000 Penalty: 6009.970215
	Iteration 13Q: 3 clusters Score -2.271205e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36879 members 
Mstep: Class 2 contains 146054 members 
Entering Unmasked Estep 
Score: -22713956.000000 Penalty: 6009.970215
	Iteration 14Q: 3 clusters Score -2.271396e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 149193 members 
Entering Unmasked Estep 
Score: -22715854.000000 Penalty: 6009.970215
	Iteration 15Q: 3 clusters Score -2.271585e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30688 members 
Mstep: Class 2 contains 152245 members 
Entering Unmasked Estep 
Score: -22717488.000000 Penalty: 6009.970215
	Iteration 16Q: 3 clusters Score -2.271749e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 155340 members 
Entering Unmasked Estep 
Score: -22719072.000000 Penalty: 6009.970215
	Iteration 17Q: 3 clusters Score -2.271907e+07 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 158350 members 
Entering Unmasked Estep 
Score: -22720528.000000 Penalty: 6009.970215
	Iteration 18Q: 3 clusters Score -2.272053e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 161189 members 
Entering Unmasked Estep 
Score: -22721782.000000 Penalty: 6009.970215
	Iteration 19Q: 3 clusters Score -2.272178e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 163781 members 
Entering Unmasked Estep 
Score: -22722764.000000 Penalty: 6009.970215
	Iteration 20F: 3 clusters Score -2.272276e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 166123 members 
Entering Unmasked Estep 
Score: -22723540.000000 Penalty: 6009.970215
	Iteration 21Q: 3 clusters Score -2.272354e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 168194 members 
Entering Unmasked Estep 
Score: -22724170.000000 Penalty: 6009.970215
	Iteration 22Q: 3 clusters Score -2.272417e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 170085 members 
Entering Unmasked Estep 
Score: -22724624.000000 Penalty: 6009.970215
	Iteration 23Q: 3 clusters Score -2.272462e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 171777 members 
Entering Unmasked Estep 
Score: -22725198.000000 Penalty: 6009.970215
	Iteration 24Q: 3 clusters Score -2.27252e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 173254 members 
Entering Unmasked Estep 
Score: -22725326.000000 Penalty: 6009.970215
	Iteration 25Q: 3 clusters Score -2.272533e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 174526 members 
Entering Unmasked Estep 
Score: -22725362.000000 Penalty: 6009.970215
	Iteration 26Q: 3 clusters Score -2.272536e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 175645 members 
Entering Unmasked Estep 
Score: -22725450.000000 Penalty: 6009.970215
	Iteration 27Q: 3 clusters Score -2.272545e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 176604 members 
Entering Unmasked Estep 
Score: -22725592.000000 Penalty: 6009.970215
	Iteration 28Q: 3 clusters Score -2.272559e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 177420 members 
Entering Unmasked Estep 
Score: -22725622.000000 Penalty: 6009.970215
	Iteration 29Q: 3 clusters Score -2.272562e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 178067 members 
Entering Unmasked Estep 
Score: -22725616.000000 Penalty: 6009.970215
	Iteration 30Q: 3 clusters Score -2.272562e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 178626 members 
Entering Unmasked Estep 
Score: -22725662.000000 Penalty: 6009.970215
	Iteration 31Q: 3 clusters Score -2.272566e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 179100 members 
Entering Unmasked Estep 
Score: -22725646.000000 Penalty: 6009.970215
	Iteration 32Q: 3 clusters Score -2.272565e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 179440 members 
Entering Unmasked Estep 
Score: -22725644.000000 Penalty: 6009.970215
	Iteration 33Q: 3 clusters Score -2.272564e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 179695 members 
Entering Unmasked Estep 
Score: -22725620.000000 Penalty: 6009.970215
	Iteration 34Q: 3 clusters Score -2.272562e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 179900 members 
Entering Unmasked Estep 
Score: -22725592.000000 Penalty: 6009.970215
	Iteration 35Q: 3 clusters Score -2.272559e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 180079 members 
Entering Unmasked Estep 
Score: -22725632.000000 Penalty: 6009.970215
	Iteration 36Q: 3 clusters Score -2.272563e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 180232 members 
Entering Unmasked Estep 
Score: -22725590.000000 Penalty: 6009.970215
	Iteration 37Q: 3 clusters Score -2.272559e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 180366 members 
Entering Unmasked Estep 
Score: -22725554.000000 Penalty: 6009.970215
	Iteration 38Q: 3 clusters Score -2.272555e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 180475 members 
Entering Unmasked Estep 
Score: -22725550.000000 Penalty: 6009.970215
	Iteration 39Q: 3 clusters Score -2.272555e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 180561 members 
Entering Unmasked Estep 
Score: -22725540.000000 Penalty: 6009.970215
	Iteration 40F: 3 clusters Score -2.272554e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 180627 members 
Entering Unmasked Estep 
Score: -22725540.000000 Penalty: 6009.970215
	Iteration 41Q: 3 clusters Score -2.272554e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 180682 members 
Entering Unmasked Estep 
Score: -22725524.000000 Penalty: 6009.970215
	Iteration 42Q: 3 clusters Score -2.272552e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 180740 members 
Entering Unmasked Estep 
Score: -22725528.000000 Penalty: 6009.970215
	Iteration 43Q: 3 clusters Score -2.272553e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 180789 members 
Entering Unmasked Estep 
Score: -22725488.000000 Penalty: 6009.970215
	Iteration 44Q: 3 clusters Score -2.272549e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 180822 members 
Entering Unmasked Estep 
Score: -22725480.000000 Penalty: 6009.970215
	Iteration 45Q: 3 clusters Score -2.272548e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 180844 members 
Entering Unmasked Estep 
Score: -22725494.000000 Penalty: 6009.970215
	Iteration 46Q: 3 clusters Score -2.272549e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 180868 members 
Entering Unmasked Estep 
Score: -22725456.000000 Penalty: 6009.970215
	Iteration 47Q: 3 clusters Score -2.272546e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 180898 members 
Entering Unmasked Estep 
Score: -22725498.000000 Penalty: 6009.970215
	Iteration 48Q: 3 clusters Score -2.27255e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 180924 members 
Entering Unmasked Estep 
Score: -22725478.000000 Penalty: 6009.970215
	Iteration 49Q: 3 clusters Score -2.272548e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 180946 members 
Entering Unmasked Estep 
Score: -22725478.000000 Penalty: 6009.970215
	Iteration 50Q: 3 clusters Score -2.272548e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 180975 members 
Entering Unmasked Estep 
Score: -22725490.000000 Penalty: 6009.970215
	Iteration 51Q: 3 clusters Score -2.272549e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 181001 members 
Entering Unmasked Estep 
Score: -22725462.000000 Penalty: 6009.970215
	Iteration 52Q: 3 clusters Score -2.272546e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 181016 members 
Entering Unmasked Estep 
Score: -22725466.000000 Penalty: 6009.970215
	Iteration 53Q: 3 clusters Score -2.272547e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 181028 members 
Entering Unmasked Estep 
Score: -22725446.000000 Penalty: 6009.970215
	Iteration 54Q: 3 clusters Score -2.272545e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 181037 members 
Entering Unmasked Estep 
Score: -22725446.000000 Penalty: 6009.970215
	Iteration 55Q: 3 clusters Score -2.272545e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 181046 members 
Entering Unmasked Estep 
Score: -22725444.000000 Penalty: 6009.970215
	Iteration 56Q: 3 clusters Score -2.272544e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 181054 members 
Entering Unmasked Estep 
Score: -22725438.000000 Penalty: 6009.970215
	Iteration 57Q: 3 clusters Score -2.272544e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 181061 members 
Entering Unmasked Estep 
Score: -22725434.000000 Penalty: 6009.970215
	Iteration 58Q: 3 clusters Score -2.272543e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 181067 members 
Entering Unmasked Estep 
Score: -22725448.000000 Penalty: 6009.970215
	Iteration 59Q: 3 clusters Score -2.272545e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 181074 members 
Entering Unmasked Estep 
Score: -22725436.000000 Penalty: 6009.970215
	Iteration 60F: 3 clusters Score -2.272544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 181080 members 
Entering Unmasked Estep 
Score: -22725434.000000 Penalty: 6009.970215
	Iteration 61Q: 3 clusters Score -2.272543e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 181086 members 
Entering Unmasked Estep 
Score: -22725428.000000 Penalty: 6009.970215
	Iteration 62Q: 3 clusters Score -2.272543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 181089 members 
Entering Unmasked Estep 
Score: -22725430.000000 Penalty: 6009.970215
	Iteration 63Q: 3 clusters Score -2.272543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 181093 members 
Entering Unmasked Estep 
Score: -22725434.000000 Penalty: 6009.970215
	Iteration 64Q: 3 clusters Score -2.272543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 181095 members 
Entering Unmasked Estep 
Score: -22725426.000000 Penalty: 6009.970215
	Iteration 65Q: 3 clusters Score -2.272543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 181096 members 
Entering Unmasked Estep 
Score: -22725428.000000 Penalty: 6009.970215
	Iteration 66Q: 3 clusters Score -2.272543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 181097 members 
Entering Unmasked Estep 
Score: -22725424.000000 Penalty: 6009.970215
	Iteration 67Q: 3 clusters Score -2.272542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 181099 members 
Entering Unmasked Estep 
Score: -22725426.000000 Penalty: 6009.970215
	Iteration 68Q: 3 clusters Score -2.272543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 181103 members 
Entering Unmasked Estep 
Score: -22725420.000000 Penalty: 6009.970215
	Iteration 69Q: 3 clusters Score -2.272542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 181108 members 
Entering Unmasked Estep 
Score: -22725422.000000 Penalty: 6009.970215
	Iteration 70Q: 3 clusters Score -2.272542e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 181112 members 
Entering Unmasked Estep 
Score: -22725420.000000 Penalty: 6009.970215
	Iteration 71Q: 3 clusters Score -2.272542e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 181114 members 
Entering Unmasked Estep 
Score: -22725428.000000 Penalty: 6009.970215
	Iteration 72Q: 3 clusters Score -2.272543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 181115 members 
Entering Unmasked Estep 
Score: -22725436.000000 Penalty: 6009.970215
	Iteration 73Q: 3 clusters Score -2.272544e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 181119 members 
Entering Unmasked Estep 
Score: -22725430.000000 Penalty: 6009.970215
	Iteration 74Q: 3 clusters Score -2.272543e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 181120 members 
Entering Unmasked Estep 
Score: -22725438.000000 Penalty: 6009.970215
	Iteration 75Q: 3 clusters Score -2.272544e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 181121 members 
Entering Unmasked Estep 
Score: -22725434.000000 Penalty: 6009.970215
	Iteration 76Q: 3 clusters Score -2.272543e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 181126 members 
Entering Unmasked Estep 
Score: -22725426.000000 Penalty: 6009.970215
	Iteration 77Q: 3 clusters Score -2.272543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 181128 members 
Entering Unmasked Estep 
Score: -22725422.000000 Penalty: 6009.970215
	Iteration 78Q: 3 clusters Score -2.272542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 181130 members 
Entering Unmasked Estep 
Score: -22725418.000000 Penalty: 6009.970215
	Iteration 79Q: 3 clusters Score -2.272542e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 181136 members 
Entering Unmasked Estep 
Score: -22725420.000000 Penalty: 6009.970215
	Iteration 80F: 3 clusters Score -2.272542e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 181142 members 
Entering Unmasked Estep 
Score: -22725434.000000 Penalty: 6009.970215
	Iteration 81Q: 3 clusters Score -2.272543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 181145 members 
Entering Unmasked Estep 
Score: -22725436.000000 Penalty: 6009.970215
	Iteration 82Q: 3 clusters Score -2.272544e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 181151 members 
Entering Unmasked Estep 
Score: -22725418.000000 Penalty: 6009.970215
	Iteration 83Q: 3 clusters Score -2.272542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 181155 members 
Entering Unmasked Estep 
Score: -22725412.000000 Penalty: 6009.970215
	Iteration 84Q: 3 clusters Score -2.272541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 181158 members 
Entering Unmasked Estep 
Score: -22725412.000000 Penalty: 6009.970215
	Iteration 85Q: 3 clusters Score -2.272541e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 181162 members 
Entering Unmasked Estep 
Score: -22725396.000000 Penalty: 6009.970215
	Iteration 86Q: 3 clusters Score -2.27254e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 181168 members 
Entering Unmasked Estep 
Score: -22725418.000000 Penalty: 6009.970215
	Iteration 87Q: 3 clusters Score -2.272542e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 181175 members 
Entering Unmasked Estep 
Score: -22725416.000000 Penalty: 6009.970215
	Iteration 88Q: 3 clusters Score -2.272542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 181179 members 
Entering Unmasked Estep 
Score: -22725422.000000 Penalty: 6009.970215
	Iteration 89Q: 3 clusters Score -2.272542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 181182 members 
Entering Unmasked Estep 
Score: -22725432.000000 Penalty: 6009.970215
	Iteration 90Q: 3 clusters Score -2.272543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 181183 members 
Entering Unmasked Estep 
Score: -22725438.000000 Penalty: 6009.970215
	Iteration 91Q: 3 clusters Score -2.272544e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 181183 members 
Entering Unmasked Estep 
Score: -22725438.000000 Penalty: 6009.970215
	Iteration 92F: 3 clusters Score -2.272544e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (31382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31382 members 
Entering Unmasked Estep 
Score: -3946884.000000 Penalty: 2567.789307
	Iteration 0F: 2 clusters Score -3946884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -3925603.500000 Penalty: 5135.578613
	Iteration 0F: 3 clusters Score -3925604 nChanged 14053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -3933501.750000 Penalty: 5135.578613
	Iteration 1F: 3 clusters Score -3933502 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -3934361.250000 Penalty: 5135.578613
	Iteration 2F: 3 clusters Score -3934361 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14530 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -3935398.750000 Penalty: 5135.578613
	Iteration 3F: 3 clusters Score -3935399 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13734 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -3936657.750000 Penalty: 5135.578613
	Iteration 4F: 3 clusters Score -3936658 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -3938118.750000 Penalty: 5135.578613
	Iteration 5F: 3 clusters Score -3938119 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -3939607.750000 Penalty: 5135.578613
	Iteration 6F: 3 clusters Score -3939608 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -3940958.000000 Penalty: 5135.578613
	Iteration 7F: 3 clusters Score -3940958 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -3941863.250000 Penalty: 5135.578613
	Iteration 8Q: 3 clusters Score -3941863 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -3942436.250000 Penalty: 5135.578613
	Iteration 9Q: 3 clusters Score -3942436 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -3942799.000000 Penalty: 5135.578613
	Iteration 10Q: 3 clusters Score -3942799 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -3943075.250000 Penalty: 5135.578613
	Iteration 11Q: 3 clusters Score -3943075 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -3943322.750000 Penalty: 5135.578613
	Iteration 12Q: 3 clusters Score -3943323 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 24621 members 
Entering Unmasked Estep 
Score: -3943533.750000 Penalty: 5135.578613
	Iteration 13Q: 3 clusters Score -3943534 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 25117 members 
Entering Unmasked Estep 
Score: -3943785.000000 Penalty: 5135.578613
	Iteration 14Q: 3 clusters Score -3943785 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 25581 members 
Entering Unmasked Estep 
Score: -3943992.250000 Penalty: 5135.578613
	Iteration 15Q: 3 clusters Score -3943992 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -3944165.000000 Penalty: 5135.578613
	Iteration 16Q: 3 clusters Score -3944165 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -3944333.000000 Penalty: 5135.578613
	Iteration 17Q: 3 clusters Score -3944333 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
Score: -3944474.000000 Penalty: 5135.578613
	Iteration 18Q: 3 clusters Score -3944474 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -3944580.250000 Penalty: 5135.578613
	Iteration 19Q: 3 clusters Score -3944580 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -3944666.000000 Penalty: 5135.578613
	Iteration 20F: 3 clusters Score -3944666 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 27468 members 
Entering Unmasked Estep 
Score: -3944757.000000 Penalty: 5135.578613
	Iteration 21Q: 3 clusters Score -3944757 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 27680 members 
Entering Unmasked Estep 
Score: -3944812.750000 Penalty: 5135.578613
	Iteration 22Q: 3 clusters Score -3944813 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -3944875.750000 Penalty: 5135.578613
	Iteration 23Q: 3 clusters Score -3944876 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 28021 members 
Entering Unmasked Estep 
Score: -3944921.000000 Penalty: 5135.578613
	Iteration 24Q: 3 clusters Score -3944921 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -3944969.750000 Penalty: 5135.578613
	Iteration 25Q: 3 clusters Score -3944970 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -3945006.000000 Penalty: 5135.578613
	Iteration 26Q: 3 clusters Score -3945006 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 28387 members 
Entering Unmasked Estep 
Score: -3945037.250000 Penalty: 5135.578613
	Iteration 27Q: 3 clusters Score -3945037 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -3945041.500000 Penalty: 5135.578613
	Iteration 28Q: 3 clusters Score -3945042 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -3945060.500000 Penalty: 5135.578613
	Iteration 29Q: 3 clusters Score -3945060 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -3945070.000000 Penalty: 5135.578613
	Iteration 30Q: 3 clusters Score -3945070 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 28650 members 
Entering Unmasked Estep 
Score: -3945081.500000 Penalty: 5135.578613
	Iteration 31Q: 3 clusters Score -3945082 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 28686 members 
Entering Unmasked Estep 
Score: -3945086.750000 Penalty: 5135.578613
	Iteration 32Q: 3 clusters Score -3945087 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 28714 members 
Entering Unmasked Estep 
Score: -3945084.750000 Penalty: 5135.578613
	Iteration 33Q: 3 clusters Score -3945085 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -3945090.750000 Penalty: 5135.578613
	Iteration 34Q: 3 clusters Score -3945091 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -3945093.250000 Penalty: 5135.578613
	Iteration 35Q: 3 clusters Score -3945093 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 28767 members 
Entering Unmasked Estep 
Score: -3945096.500000 Penalty: 5135.578613
	Iteration 36Q: 3 clusters Score -3945096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -3945094.500000 Penalty: 5135.578613
	Iteration 37Q: 3 clusters Score -3945094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 28791 members 
Entering Unmasked Estep 
Score: -3945099.750000 Penalty: 5135.578613
	Iteration 38Q: 3 clusters Score -3945100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 28799 members 
Entering Unmasked Estep 
Score: -3945104.500000 Penalty: 5135.578613
	Iteration 39Q: 3 clusters Score -3945104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -3945100.250000 Penalty: 5135.578613
	Iteration 40F: 3 clusters Score -3945100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
Score: -3945107.750000 Penalty: 5135.578613
	Iteration 41Q: 3 clusters Score -3945108 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -3945105.500000 Penalty: 5135.578613
	Iteration 42Q: 3 clusters Score -3945106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 28864 members 
Entering Unmasked Estep 
Score: -3945110.500000 Penalty: 5135.578613
	Iteration 43Q: 3 clusters Score -3945110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -3945114.750000 Penalty: 5135.578613
	Iteration 44Q: 3 clusters Score -3945115 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -3945115.000000 Penalty: 5135.578613
	Iteration 45Q: 3 clusters Score -3945115 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -3945119.750000 Penalty: 5135.578613
	Iteration 46Q: 3 clusters Score -3945120 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -3945125.750000 Penalty: 5135.578613
	Iteration 47Q: 3 clusters Score -3945126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 28938 members 
Entering Unmasked Estep 
Score: -3945126.750000 Penalty: 5135.578613
	Iteration 48Q: 3 clusters Score -3945127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -3945122.000000 Penalty: 5135.578613
	Iteration 49Q: 3 clusters Score -3945122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 28950 members 
Entering Unmasked Estep 
Score: -3945123.000000 Penalty: 5135.578613
	Iteration 50Q: 3 clusters Score -3945123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 28954 members 
Entering Unmasked Estep 
Score: -3945125.750000 Penalty: 5135.578613
	Iteration 51Q: 3 clusters Score -3945126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 28958 members 
Entering Unmasked Estep 
Score: -3945122.250000 Penalty: 5135.578613
	Iteration 52Q: 3 clusters Score -3945122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 28964 members 
Entering Unmasked Estep 
Score: -3945130.750000 Penalty: 5135.578613
	Iteration 53Q: 3 clusters Score -3945131 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -3945126.000000 Penalty: 5135.578613
	Iteration 54Q: 3 clusters Score -3945126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -3945132.750000 Penalty: 5135.578613
	Iteration 55Q: 3 clusters Score -3945133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 28983 members 
Entering Unmasked Estep 
Score: -3945130.500000 Penalty: 5135.578613
	Iteration 56Q: 3 clusters Score -3945130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -3945140.500000 Penalty: 5135.578613
	Iteration 57Q: 3 clusters Score -3945140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -3945132.500000 Penalty: 5135.578613
	Iteration 58Q: 3 clusters Score -3945132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -3945136.000000 Penalty: 5135.578613
	Iteration 59Q: 3 clusters Score -3945136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -3945133.000000 Penalty: 5135.578613
	Iteration 60F: 3 clusters Score -3945133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 29023 members 
Entering Unmasked Estep 
Score: -3945140.750000 Penalty: 5135.578613
	Iteration 61Q: 3 clusters Score -3945141 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -3945143.500000 Penalty: 5135.578613
	Iteration 62Q: 3 clusters Score -3945144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -3945143.000000 Penalty: 5135.578613
	Iteration 63Q: 3 clusters Score -3945143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -3945145.250000 Penalty: 5135.578613
	Iteration 64Q: 3 clusters Score -3945145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -3945152.250000 Penalty: 5135.578613
	Iteration 65Q: 3 clusters Score -3945152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -3945149.750000 Penalty: 5135.578613
	Iteration 66Q: 3 clusters Score -3945150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
Score: -3945151.250000 Penalty: 5135.578613
	Iteration 67Q: 3 clusters Score -3945151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -3945151.750000 Penalty: 5135.578613
	Iteration 68Q: 3 clusters Score -3945152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -3945149.250000 Penalty: 5135.578613
	Iteration 69Q: 3 clusters Score -3945149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -3945149.500000 Penalty: 5135.578613
	Iteration 70Q: 3 clusters Score -3945150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -3945151.000000 Penalty: 5135.578613
	Iteration 71Q: 3 clusters Score -3945151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -3945154.500000 Penalty: 5135.578613
	Iteration 72Q: 3 clusters Score -3945154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -3945153.250000 Penalty: 5135.578613
	Iteration 73Q: 3 clusters Score -3945153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -3945154.500000 Penalty: 5135.578613
	Iteration 74Q: 3 clusters Score -3945154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -3945154.500000 Penalty: 5135.578613
	Iteration 75F: 3 clusters Score -3945154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Entering Unmasked Estep 
Score: -1517036.000000 Penalty: 2337.131836
	Iteration 0F: 2 clusters Score -1517036 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1507861.875000 Penalty: 4674.263672
	Iteration 0F: 3 clusters Score -1507862 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1510657.625000 Penalty: 4674.263672
	Iteration 1F: 3 clusters Score -1510658 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1511108.125000 Penalty: 4674.263672
	Iteration 2F: 3 clusters Score -1511108 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1511527.250000 Penalty: 4674.263672
	Iteration 3F: 3 clusters Score -1511527 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -1511848.125000 Penalty: 4674.263672
	Iteration 4Q: 3 clusters Score -1511848 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1512059.625000 Penalty: 4674.263672
	Iteration 5Q: 3 clusters Score -1512060 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1512205.750000 Penalty: 4674.263672
	Iteration 6Q: 3 clusters Score -1512206 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -1512326.000000 Penalty: 4674.263672
	Iteration 7Q: 3 clusters Score -1512326 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1512397.750000 Penalty: 4674.263672
	Iteration 8Q: 3 clusters Score -1512398 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1512464.625000 Penalty: 4674.263672
	Iteration 9Q: 3 clusters Score -1512465 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1512528.625000 Penalty: 4674.263672
	Iteration 10Q: 3 clusters Score -1512529 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1512593.375000 Penalty: 4674.263672
	Iteration 11Q: 3 clusters Score -1512593 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1512661.875000 Penalty: 4674.263672
	Iteration 12Q: 3 clusters Score -1512662 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1512730.375000 Penalty: 4674.263672
	Iteration 13Q: 3 clusters Score -1512730 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1512792.375000 Penalty: 4674.263672
	Iteration 14Q: 3 clusters Score -1512792 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1512851.875000 Penalty: 4674.263672
	Iteration 15Q: 3 clusters Score -1512852 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1512918.750000 Penalty: 4674.263672
	Iteration 16Q: 3 clusters Score -1512919 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1512988.250000 Penalty: 4674.263672
	Iteration 17Q: 3 clusters Score -1512988 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1513059.750000 Penalty: 4674.263672
	Iteration 18Q: 3 clusters Score -1513060 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1513135.750000 Penalty: 4674.263672
	Iteration 19Q: 3 clusters Score -1513136 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1513198.750000 Penalty: 4674.263672
	Iteration 20F: 3 clusters Score -1513199 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1513260.750000 Penalty: 4674.263672
	Iteration 21Q: 3 clusters Score -1513261 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1513335.375000 Penalty: 4674.263672
	Iteration 22Q: 3 clusters Score -1513335 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1513396.750000 Penalty: 4674.263672
	Iteration 23Q: 3 clusters Score -1513397 nChanged 192
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1513464 nChanged 175
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1513521 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1513597.625000 Penalty: 4674.263672
	Iteration 26Q: 3 clusters Score -1513598 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1513696 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1513769 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1513841.250000 Penalty: 4674.263672
	Iteration 29Q: 3 clusters Score -1513841 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1513901.875000 Penalty: 4674.263672
	Iteration 30Q: 3 clusters Score -1513902 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1513954.625000 Penalty: 4674.263672
	Iteration 31Q: 3 clusters Score -1513955 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1513997.500000 Penalty: 4674.263672
	Iteration 32Q: 3 clusters Score -1513998 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1514025.875000 Penalty: 4674.263672
	Iteration 33Q: 3 clusters Score -1514026 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1514055.750000 Penalty: 4674.263672
	Iteration 34Q: 3 clusters Score -1514056 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1514077.375000 Penalty: 4674.263672
	Iteration 35Q: 3 clusters Score -1514077 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1514104.875000 Penalty: 4674.263672
	Iteration 36Q: 3 clusters Score -1514105 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1514129.000000 Penalty: 4674.263672
	Iteration 37Q: 3 clusters Score -1514129 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1514154.875000 Penalty: 4674.263672
	Iteration 38Q: 3 clusters Score -1514155 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1514184.000000 Penalty: 4674.263672
	Iteration 39Q: 3 clusters Score -1514184 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1514228.375000 Penalty: 4674.263672
	Iteration 40F: 3 clusters Score -1514228 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1514269 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1514328.000000 Penalty: 4674.263672
	Iteration 42Q: 3 clusters Score -1514328 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1514399 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1514497.375000 Penalty: 4674.263672
	Iteration 44Q: 3 clusters Score -1514497 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1514599.625000 Penalty: 4674.263672
	Iteration 45Q: 3 clusters Score -1514600 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1514698.250000 Penalty: 4674.263672
	Iteration 46Q: 3 clusters Score -1514698 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1514775 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1514831 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1514872.000000 Penalty: 4674.263672
	Iteration 49Q: 3 clusters Score -1514872 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1514900.125000 Penalty: 4674.263672
	Iteration 50Q: 3 clusters Score -1514900 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1514917 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1514925 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1514934 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1514948 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1514956.625000 Penalty: 4674.263672
	Iteration 55Q: 3 clusters Score -1514957 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1514960.375000 Penalty: 4674.263672
	Iteration 56Q: 3 clusters Score -1514960 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1514965.875000 Penalty: 4674.263672
	Iteration 57Q: 3 clusters Score -1514966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1514969.125000 Penalty: 4674.263672
	Iteration 58Q: 3 clusters Score -1514969 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1514978.500000 Penalty: 4674.263672
	Iteration 59Q: 3 clusters Score -1514978 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1514986.000000 Penalty: 4674.263672
	Iteration 60F: 3 clusters Score -1514986 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1514994.375000 Penalty: 4674.263672
	Iteration 61Q: 3 clusters Score -1514994 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1514996.375000 Penalty: 4674.263672
	Iteration 62Q: 3 clusters Score -1514996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1515001.125000 Penalty: 4674.263672
	Iteration 63Q: 3 clusters Score -1515001 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1515005.375000 Penalty: 4674.263672
	Iteration 64Q: 3 clusters Score -1515005 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1515011.500000 Penalty: 4674.263672
	Iteration 65Q: 3 clusters Score -1515012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1515013.250000 Penalty: 4674.263672
	Iteration 66Q: 3 clusters Score -1515013 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1515015.750000 Penalty: 4674.263672
	Iteration 67Q: 3 clusters Score -1515016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1515013.875000 Penalty: 4674.263672
	Iteration 68Q: 3 clusters Score -1515014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1515019.875000 Penalty: 4674.263672
	Iteration 69Q: 3 clusters Score -1515020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1515019.375000 Penalty: 4674.263672
	Iteration 70Q: 3 clusters Score -1515019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1515020.250000 Penalty: 4674.263672
	Iteration 71Q: 3 clusters Score -1515020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1515021.375000 Penalty: 4674.263672
	Iteration 72Q: 3 clusters Score -1515021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1515021.625000 Penalty: 4674.263672
	Iteration 73Q: 3 clusters Score -1515022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1515025.250000 Penalty: 4674.263672
	Iteration 74Q: 3 clusters Score -1515025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1515026.750000 Penalty: 4674.263672
	Iteration 75Q: 3 clusters Score -1515027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1515024.875000 Penalty: 4674.263672
	Iteration 76Q: 3 clusters Score -1515025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1515026.000000 Penalty: 4674.263672
	Iteration 77Q: 3 clusters Score -1515026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1515031.000000 Penalty: 4674.263672
	Iteration 78Q: 3 clusters Score -1515031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1515030.875000 Penalty: 4674.263672
	Iteration 79Q: 3 clusters Score -1515031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1515033.125000 Penalty: 4674.263672
	Iteration 80F: 3 clusters Score -1515033 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1515036.500000 Penalty: 4674.263672
	Iteration 81Q: 3 clusters Score -1515036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1515040.625000 Penalty: 4674.263672
	Iteration 82Q: 3 clusters Score -1515041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1515041.875000 Penalty: 4674.263672
	Iteration 83Q: 3 clusters Score -1515042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1515043.250000 Penalty: 4674.263672
	Iteration 84Q: 3 clusters Score -1515043 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1515046.375000 Penalty: 4674.263672
	Iteration 85Q: 3 clusters Score -1515046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1515046.125000 Penalty: 4674.263672
	Iteration 86Q: 3 clusters Score -1515046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1515046.750000 Penalty: 4674.263672
	Iteration 87Q: 3 clusters Score -1515047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1515048.625000 Penalty: 4674.263672
	Iteration 88Q: 3 clusters Score -1515049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1515049.125000 Penalty: 4674.263672
	Iteration 89Q: 3 clusters Score -1515049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1515049.375000 Penalty: 4674.263672
	Iteration 90Q: 3 clusters Score -1515049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1515053.000000 Penalty: 4674.263672
	Iteration 91Q: 3 clusters Score -1515053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1515055.875000 Penalty: 4674.263672
	Iteration 92Q: 3 clusters Score -1515056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1515057.000000 Penalty: 4674.263672
	Iteration 93Q: 3 clusters Score -1515057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1515054.875000 Penalty: 4674.263672
	Iteration 94Q: 3 clusters Score -1515055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1515054.875000 Penalty: 4674.263672
	Iteration 95Q: 3 clusters Score -1515055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1515055.250000 Penalty: 4674.263672
	Iteration 96Q: 3 clusters Score -1515055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -1515055.875000 Penalty: 4674.263672
	Iteration 97Q: 3 clusters Score -1515056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1515056.625000 Penalty: 4674.263672
	Iteration 98Q: 3 clusters Score -1515057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1515059.750000 Penalty: 4674.263672
	Iteration 99Q: 3 clusters Score -1515060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1515059.250000 Penalty: 4674.263672
	Iteration 100F: 3 clusters Score -1515059 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1515058.375000 Penalty: 4674.263672
	Iteration 101Q: 3 clusters Score -1515058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1515056.375000 Penalty: 4674.263672
	Iteration 102Q: 3 clusters Score -1515056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1515058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
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	Iteration 104F: 3 clusters Score -1515058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10458 members 
Entering Unmasked Estep 
Score: -1229800.875000 Penalty: 2295.270264
	Iteration 0F: 2 clusters Score -1229801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1221984.500000 Penalty: 4590.540527
	Iteration 0F: 3 clusters Score -1221984 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1224385.250000 Penalty: 4590.540527
	Iteration 1F: 3 clusters Score -1224385 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1224681 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -1224908 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1225100.750000 Penalty: 4590.540527
	Iteration 4Q: 3 clusters Score -1225101 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1225299.125000 Penalty: 4590.540527
	Iteration 5Q: 3 clusters Score -1225299 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1225491.250000 Penalty: 4590.540527
	Iteration 6Q: 3 clusters Score -1225491 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1225677.375000 Penalty: 4590.540527
	Iteration 7Q: 3 clusters Score -1225677 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1225877.625000 Penalty: 4590.540527
	Iteration 8Q: 3 clusters Score -1225878 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -1226089.125000 Penalty: 4590.540527
	Iteration 9Q: 3 clusters Score -1226089 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1226314.250000 Penalty: 4590.540527
	Iteration 10Q: 3 clusters Score -1226314 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1226539.500000 Penalty: 4590.540527
	Iteration 11Q: 3 clusters Score -1226540 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1226728.000000 Penalty: 4590.540527
	Iteration 12Q: 3 clusters Score -1226728 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1226907.125000 Penalty: 4590.540527
	Iteration 13Q: 3 clusters Score -1226907 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -1227039.625000 Penalty: 4590.540527
	Iteration 14Q: 3 clusters Score -1227040 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1227153.125000 Penalty: 4590.540527
	Iteration 15Q: 3 clusters Score -1227153 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1227252.875000 Penalty: 4590.540527
	Iteration 16Q: 3 clusters Score -1227253 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1227334.375000 Penalty: 4590.540527
	Iteration 17Q: 3 clusters Score -1227334 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1227398.375000 Penalty: 4590.540527
	Iteration 18Q: 3 clusters Score -1227398 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -1227461.875000 Penalty: 4590.540527
	Iteration 19Q: 3 clusters Score -1227462 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1227522.500000 Penalty: 4590.540527
	Iteration 20F: 3 clusters Score -1227522 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1227574.000000 Penalty: 4590.540527
	Iteration 21Q: 3 clusters Score -1227574 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1227605.500000 Penalty: 4590.540527
	Iteration 22Q: 3 clusters Score -1227606 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1227634.125000 Penalty: 4590.540527
	Iteration 23Q: 3 clusters Score -1227634 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1227660.375000 Penalty: 4590.540527
	Iteration 24Q: 3 clusters Score -1227660 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1227681.500000 Penalty: 4590.540527
	Iteration 25Q: 3 clusters Score -1227682 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1227700.000000 Penalty: 4590.540527
	Iteration 26Q: 3 clusters Score -1227700 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -1227710.250000 Penalty: 4590.540527
	Iteration 27Q: 3 clusters Score -1227710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1227719.625000 Penalty: 4590.540527
	Iteration 28Q: 3 clusters Score -1227720 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1227731.000000 Penalty: 4590.540527
	Iteration 29Q: 3 clusters Score -1227731 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -1227744.625000 Penalty: 4590.540527
	Iteration 30Q: 3 clusters Score -1227745 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1227762.875000 Penalty: 4590.540527
	Iteration 31Q: 3 clusters Score -1227763 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1227771.375000 Penalty: 4590.540527
	Iteration 32Q: 3 clusters Score -1227771 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1227795.000000 Penalty: 4590.540527
	Iteration 33Q: 3 clusters Score -1227795 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1227809.125000 Penalty: 4590.540527
	Iteration 34Q: 3 clusters Score -1227809 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1227827.625000 Penalty: 4590.540527
	Iteration 35Q: 3 clusters Score -1227828 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1227836.625000 Penalty: 4590.540527
	Iteration 36Q: 3 clusters Score -1227837 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1227842.750000 Penalty: 4590.540527
	Iteration 37Q: 3 clusters Score -1227843 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1227848.375000 Penalty: 4590.540527
	Iteration 38Q: 3 clusters Score -1227848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1227855.125000 Penalty: 4590.540527
	Iteration 39Q: 3 clusters Score -1227855 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1227862.375000 Penalty: 4590.540527
	Iteration 40F: 3 clusters Score -1227862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1227870.125000 Penalty: 4590.540527
	Iteration 41Q: 3 clusters Score -1227870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1227874.750000 Penalty: 4590.540527
	Iteration 42Q: 3 clusters Score -1227875 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -1227879.500000 Penalty: 4590.540527
	Iteration 43Q: 3 clusters Score -1227880 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1227885.000000 Penalty: 4590.540527
	Iteration 44Q: 3 clusters Score -1227885 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1227894.500000 Penalty: 4590.540527
	Iteration 45Q: 3 clusters Score -1227894 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1227898.125000 Penalty: 4590.540527
	Iteration 46Q: 3 clusters Score -1227898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1227906.000000 Penalty: 4590.540527
	Iteration 47Q: 3 clusters Score -1227906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1227910.250000 Penalty: 4590.540527
	Iteration 48Q: 3 clusters Score -1227910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1227917.375000 Penalty: 4590.540527
	Iteration 49Q: 3 clusters Score -1227917 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1227926.500000 Penalty: 4590.540527
	Iteration 50Q: 3 clusters Score -1227926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1227938.500000 Penalty: 4590.540527
	Iteration 51Q: 3 clusters Score -1227938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1227949.125000 Penalty: 4590.540527
	Iteration 52Q: 3 clusters Score -1227949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1227954.375000 Penalty: 4590.540527
	Iteration 53Q: 3 clusters Score -1227954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1227955.625000 Penalty: 4590.540527
	Iteration 54Q: 3 clusters Score -1227956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1227966.000000 Penalty: 4590.540527
	Iteration 55Q: 3 clusters Score -1227966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 9615 members 
Entering Unmasked Estep 
Score: -1227969.000000 Penalty: 4590.540527
	Iteration 56Q: 3 clusters Score -1227969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1227973.125000 Penalty: 4590.540527
	Iteration 57Q: 3 clusters Score -1227973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1227978.375000 Penalty: 4590.540527
	Iteration 58Q: 3 clusters Score -1227978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -1227985.375000 Penalty: 4590.540527
	Iteration 59Q: 3 clusters Score -1227985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -1227992.750000 Penalty: 4590.540527
	Iteration 60F: 3 clusters Score -1227993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1227996.875000 Penalty: 4590.540527
	Iteration 61Q: 3 clusters Score -1227997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1228001.250000 Penalty: 4590.540527
	Iteration 62Q: 3 clusters Score -1228001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1228003.875000 Penalty: 4590.540527
	Iteration 63Q: 3 clusters Score -1228004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -1228008.000000 Penalty: 4590.540527
	Iteration 64Q: 3 clusters Score -1228008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1228010.000000 Penalty: 4590.540527
	Iteration 65Q: 3 clusters Score -1228010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1228013.000000 Penalty: 4590.540527
	Iteration 66Q: 3 clusters Score -1228013 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1228017.375000 Penalty: 4590.540527
	Iteration 67Q: 3 clusters Score -1228017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1228027.375000 Penalty: 4590.540527
	Iteration 68Q: 3 clusters Score -1228027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1228028.000000 Penalty: 4590.540527
	Iteration 69Q: 3 clusters Score -1228028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1228033.000000 Penalty: 4590.540527
	Iteration 70Q: 3 clusters Score -1228033 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1228033.000000 Penalty: 4590.540527
	Iteration 71Q: 3 clusters Score -1228033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -1228035.375000 Penalty: 4590.540527
	Iteration 72Q: 3 clusters Score -1228035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1228035.875000 Penalty: 4590.540527
	Iteration 73Q: 3 clusters Score -1228036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1228037.875000 Penalty: 4590.540527
	Iteration 74Q: 3 clusters Score -1228038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1228037.375000 Penalty: 4590.540527
	Iteration 75Q: 3 clusters Score -1228037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -1228040.875000 Penalty: 4590.540527
	Iteration 76Q: 3 clusters Score -1228041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1228041.750000 Penalty: 4590.540527
	Iteration 77Q: 3 clusters Score -1228042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -1228041.750000 Penalty: 4590.540527
	Iteration 78F: 3 clusters Score -1228042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Entering Unmasked Estep 
Score: -1268572.750000 Penalty: 2280.868896
	Iteration 0F: 2 clusters Score -1268573 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 4973 members 
Entering Unmasked Estep 
Score: -1260872.000000 Penalty: 4561.737793
	Iteration 0F: 3 clusters Score -1260872 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1263154.375000 Penalty: 4561.737793
	Iteration 1F: 3 clusters Score -1263154 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1263467.375000 Penalty: 4561.737793
	Iteration 2F: 3 clusters Score -1263467 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -1263681.375000 Penalty: 4561.737793
	Iteration 3Q: 3 clusters Score -1263681 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1263876.250000 Penalty: 4561.737793
	Iteration 4Q: 3 clusters Score -1263876 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1264022.000000 Penalty: 4561.737793
	Iteration 5Q: 3 clusters Score -1264022 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1264165.875000 Penalty: 4561.737793
	Iteration 6Q: 3 clusters Score -1264166 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1264323.375000 Penalty: 4561.737793
	Iteration 7Q: 3 clusters Score -1264323 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1264509.875000 Penalty: 4561.737793
	Iteration 8Q: 3 clusters Score -1264510 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1264723.875000 Penalty: 4561.737793
	Iteration 9Q: 3 clusters Score -1264724 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1264953.375000 Penalty: 4561.737793
	Iteration 10Q: 3 clusters Score -1264953 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1265177.250000 Penalty: 4561.737793
	Iteration 11Q: 3 clusters Score -1265177 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1265384.125000 Penalty: 4561.737793
	Iteration 12Q: 3 clusters Score -1265384 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1265573.000000 Penalty: 4561.737793
	Iteration 13Q: 3 clusters Score -1265573 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1265721.625000 Penalty: 4561.737793
	Iteration 14Q: 3 clusters Score -1265722 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1265860.625000 Penalty: 4561.737793
	Iteration 15Q: 3 clusters Score -1265861 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1265976.000000 Penalty: 4561.737793
	Iteration 16Q: 3 clusters Score -1265976 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1266058.625000 Penalty: 4561.737793
	Iteration 17Q: 3 clusters Score -1266059 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1266123.625000 Penalty: 4561.737793
	Iteration 18Q: 3 clusters Score -1266124 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1266183.875000 Penalty: 4561.737793
	Iteration 19Q: 3 clusters Score -1266184 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1266233.000000 Penalty: 4561.737793
	Iteration 20F: 3 clusters Score -1266233 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1266269.000000 Penalty: 4561.737793
	Iteration 21Q: 3 clusters Score -1266269 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1266308.625000 Penalty: 4561.737793
	Iteration 22Q: 3 clusters Score -1266309 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1266342.375000 Penalty: 4561.737793
	Iteration 23Q: 3 clusters Score -1266342 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1266367.250000 Penalty: 4561.737793
	Iteration 24Q: 3 clusters Score -1266367 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -1266386.625000 Penalty: 4561.737793
	Iteration 25Q: 3 clusters Score -1266387 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -1266396.500000 Penalty: 4561.737793
	Iteration 26Q: 3 clusters Score -1266396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1266404.250000 Penalty: 4561.737793
	Iteration 27Q: 3 clusters Score -1266404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1266412.500000 Penalty: 4561.737793
	Iteration 28Q: 3 clusters Score -1266412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1266422.750000 Penalty: 4561.737793
	Iteration 29Q: 3 clusters Score -1266423 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1266427.750000 Penalty: 4561.737793
	Iteration 30Q: 3 clusters Score -1266428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -1266433.125000 Penalty: 4561.737793
	Iteration 31Q: 3 clusters Score -1266433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1266437.125000 Penalty: 4561.737793
	Iteration 32Q: 3 clusters Score -1266437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1266437.875000 Penalty: 4561.737793
	Iteration 33Q: 3 clusters Score -1266438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1266444.750000 Penalty: 4561.737793
	Iteration 34Q: 3 clusters Score -1266445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1266450.375000 Penalty: 4561.737793
	Iteration 35Q: 3 clusters Score -1266450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1266451.500000 Penalty: 4561.737793
	Iteration 36Q: 3 clusters Score -1266452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1266452.500000 Penalty: 4561.737793
	Iteration 37Q: 3 clusters Score -1266452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1266455.750000 Penalty: 4561.737793
	Iteration 38Q: 3 clusters Score -1266456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -1266459.500000 Penalty: 4561.737793
	Iteration 39Q: 3 clusters Score -1266460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1266462.625000 Penalty: 4561.737793
	Iteration 40F: 3 clusters Score -1266463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -1266462.250000 Penalty: 4561.737793
	Iteration 41Q: 3 clusters Score -1266462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1266464.000000 Penalty: 4561.737793
	Iteration 42Q: 3 clusters Score -1266464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1266465.875000 Penalty: 4561.737793
	Iteration 43Q: 3 clusters Score -1266466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1266467.250000 Penalty: 4561.737793
	Iteration 44Q: 3 clusters Score -1266467 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1266474.250000 Penalty: 4561.737793
	Iteration 45Q: 3 clusters Score -1266474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1266481.125000 Penalty: 4561.737793
	Iteration 46Q: 3 clusters Score -1266481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1266489.375000 Penalty: 4561.737793
	Iteration 47Q: 3 clusters Score -1266489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1266494.250000 Penalty: 4561.737793
	Iteration 48Q: 3 clusters Score -1266494 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -1266501.250000 Penalty: 4561.737793
	Iteration 49Q: 3 clusters Score -1266501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1266507.250000 Penalty: 4561.737793
	Iteration 50Q: 3 clusters Score -1266507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1266513.875000 Penalty: 4561.737793
	Iteration 51Q: 3 clusters Score -1266514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1266523.750000 Penalty: 4561.737793
	Iteration 52Q: 3 clusters Score -1266524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -1266534.500000 Penalty: 4561.737793
	Iteration 53Q: 3 clusters Score -1266534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1266547.125000 Penalty: 4561.737793
	Iteration 54Q: 3 clusters Score -1266547 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -1266555.750000 Penalty: 4561.737793
	Iteration 55Q: 3 clusters Score -1266556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1266563.500000 Penalty: 4561.737793
	Iteration 56Q: 3 clusters Score -1266564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1266567.875000 Penalty: 4561.737793
	Iteration 57Q: 3 clusters Score -1266568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1266568.125000 Penalty: 4561.737793
	Iteration 58Q: 3 clusters Score -1266568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1266571.250000 Penalty: 4561.737793
	Iteration 59Q: 3 clusters Score -1266571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1266575.125000 Penalty: 4561.737793
	Iteration 60F: 3 clusters Score -1266575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1266575.125000 Penalty: 4561.737793
	Iteration 61Q: 3 clusters Score -1266575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1266576.125000 Penalty: 4561.737793
	Iteration 62Q: 3 clusters Score -1266576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1266577.250000 Penalty: 4561.737793
	Iteration 63Q: 3 clusters Score -1266577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1266576.625000 Penalty: 4561.737793
	Iteration 64Q: 3 clusters Score -1266577 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1266576.625000 Penalty: 4561.737793
	Iteration 65F: 3 clusters Score -1266577 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (63259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63259 members 
Entering Unmasked Estep 
Score: -7986386.000000 Penalty: 2741.638184
	Iteration 0F: 2 clusters Score -7986386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 31849 members 
Entering Unmasked Estep 
Score: -7944131.500000 Penalty: 5483.276367
	Iteration 0F: 3 clusters Score -7944132 nChanged 29314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28436 members 
Mstep: Class 2 contains 34823 members 
Entering Unmasked Estep 
Score: -7960925.500000 Penalty: 5483.276367
	Iteration 1F: 3 clusters Score -7960926 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 36684 members 
Entering Unmasked Estep 
Score: -7962077.000000 Penalty: 5483.276367
	Iteration 2Q: 3 clusters Score -7962077 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 39319 members 
Entering Unmasked Estep 
Score: -7963831.500000 Penalty: 5483.276367
	Iteration 3F: 3 clusters Score -7963832 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 42782 members 
Entering Unmasked Estep 
Score: -7966387.000000 Penalty: 5483.276367
	Iteration 4F: 3 clusters Score -7966387 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 47030 members 
Entering Unmasked Estep 
Score: -7970161.500000 Penalty: 5483.276367
	Iteration 5F: 3 clusters Score -7970162 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 51568 members 
Entering Unmasked Estep 
Score: -7974598.500000 Penalty: 5483.276367
	Iteration 6F: 3 clusters Score -7974598 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 55418 members 
Entering Unmasked Estep 
Score: -7978568.500000 Penalty: 5483.276367
	Iteration 7F: 3 clusters Score -7978568 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 57954 members 
Entering Unmasked Estep 
Score: -7981410.000000 Penalty: 5483.276367
	Iteration 8Q: 3 clusters Score -7981410 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 59161 members 
Entering Unmasked Estep 
Score: -7982948.000000 Penalty: 5483.276367
	Iteration 9Q: 3 clusters Score -7982948 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 59697 members 
Entering Unmasked Estep 
Score: -7983630.000000 Penalty: 5483.276367
	Iteration 10Q: 3 clusters Score -7983630 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 59981 members 
Entering Unmasked Estep 
Score: -7983892.500000 Penalty: 5483.276367
	Iteration 11Q: 3 clusters Score -7983892 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 60182 members 
Entering Unmasked Estep 
Score: -7984015.500000 Penalty: 5483.276367
	Iteration 12Q: 3 clusters Score -7984016 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 60341 members 
Entering Unmasked Estep 
Score: -7984082.000000 Penalty: 5483.276367
	Iteration 13Q: 3 clusters Score -7984082 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 60484 members 
Entering Unmasked Estep 
Score: -7984137.500000 Penalty: 5483.276367
	Iteration 14Q: 3 clusters Score -7984138 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 60606 members 
Entering Unmasked Estep 
Score: -7984218.000000 Penalty: 5483.276367
	Iteration 15Q: 3 clusters Score -7984218 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 60714 members 
Entering Unmasked Estep 
Score: -7984257.000000 Penalty: 5483.276367
	Iteration 16Q: 3 clusters Score -7984257 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 60803 members 
Entering Unmasked Estep 
Score: -7984264.500000 Penalty: 5483.276367
	Iteration 17Q: 3 clusters Score -7984264 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 60883 members 
Entering Unmasked Estep 
Score: -7984279.500000 Penalty: 5483.276367
	Iteration 18Q: 3 clusters Score -7984280 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 60945 members 
Entering Unmasked Estep 
Score: -7984304.500000 Penalty: 5483.276367
	Iteration 19Q: 3 clusters Score -7984304 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 60983 members 
Entering Unmasked Estep 
Score: -7984306.500000 Penalty: 5483.276367
	Iteration 20F: 3 clusters Score -7984306 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 61019 members 
Entering Unmasked Estep 
Score: -7984315.000000 Penalty: 5483.276367
	Iteration 21Q: 3 clusters Score -7984315 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 61053 members 
Entering Unmasked Estep 
Score: -7984321.000000 Penalty: 5483.276367
	Iteration 22Q: 3 clusters Score -7984321 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 61085 members 
Entering Unmasked Estep 
Score: -7984327.000000 Penalty: 5483.276367
	Iteration 23Q: 3 clusters Score -7984327 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 61115 members 
Entering Unmasked Estep 
Score: -7984330.500000 Penalty: 5483.276367
	Iteration 24Q: 3 clusters Score -7984330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 61132 members 
Entering Unmasked Estep 
Score: -7984337.500000 Penalty: 5483.276367
	Iteration 25Q: 3 clusters Score -7984338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 61148 members 
Entering Unmasked Estep 
Score: -7984344.500000 Penalty: 5483.276367
	Iteration 26Q: 3 clusters Score -7984344 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 61163 members 
Entering Unmasked Estep 
Score: -7984350.000000 Penalty: 5483.276367
	Iteration 27Q: 3 clusters Score -7984350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 61174 members 
Entering Unmasked Estep 
Score: -7984350.500000 Penalty: 5483.276367
	Iteration 28Q: 3 clusters Score -7984350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 61183 members 
Entering Unmasked Estep 
Score: -7984363.000000 Penalty: 5483.276367
	Iteration 29Q: 3 clusters Score -7984363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 61189 members 
Entering Unmasked Estep 
Score: -7984354.500000 Penalty: 5483.276367
	Iteration 30Q: 3 clusters Score -7984354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 61197 members 
Entering Unmasked Estep 
Score: -7984357.000000 Penalty: 5483.276367
	Iteration 31Q: 3 clusters Score -7984357 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 61201 members 
Entering Unmasked Estep 
Score: -7984362.500000 Penalty: 5483.276367
	Iteration 32Q: 3 clusters Score -7984362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 61203 members 
Entering Unmasked Estep 
Score: -7984362.000000 Penalty: 5483.276367
	Iteration 33Q: 3 clusters Score -7984362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 61204 members 
Entering Unmasked Estep 
Score: -7984367.500000 Penalty: 5483.276367
	Iteration 34Q: 3 clusters Score -7984368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 61208 members 
Entering Unmasked Estep 
Score: -7984365.500000 Penalty: 5483.276367
	Iteration 35Q: 3 clusters Score -7984366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 61213 members 
Entering Unmasked Estep 
Score: -7984367.000000 Penalty: 5483.276367
	Iteration 36Q: 3 clusters Score -7984367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 61220 members 
Entering Unmasked Estep 
Score: -7984368.000000 Penalty: 5483.276367
	Iteration 37Q: 3 clusters Score -7984368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 61224 members 
Entering Unmasked Estep 
Score: -7984364.500000 Penalty: 5483.276367
	Iteration 38Q: 3 clusters Score -7984364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 61228 members 
Entering Unmasked Estep 
Score: -7984369.000000 Penalty: 5483.276367
	Iteration 39Q: 3 clusters Score -7984369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 61231 members 
Entering Unmasked Estep 
Score: -7984370.500000 Penalty: 5483.276367
	Iteration 40F: 3 clusters Score -7984370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 61233 members 
Entering Unmasked Estep 
Score: -7984373.500000 Penalty: 5483.276367
	Iteration 41Q: 3 clusters Score -7984374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 61237 members 
Entering Unmasked Estep 
Score: -7984369.500000 Penalty: 5483.276367
	Iteration 42Q: 3 clusters Score -7984370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 61240 members 
Entering Unmasked Estep 
Score: -7984373.500000 Penalty: 5483.276367
	Iteration 43Q: 3 clusters Score -7984374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 61243 members 
Entering Unmasked Estep 
Score: -7984370.000000 Penalty: 5483.276367
	Iteration 44Q: 3 clusters Score -7984370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 61246 members 
Entering Unmasked Estep 
Score: -7984374.000000 Penalty: 5483.276367
	Iteration 45Q: 3 clusters Score -7984374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 61248 members 
Entering Unmasked Estep 
Score: -7984381.000000 Penalty: 5483.276367
	Iteration 46Q: 3 clusters Score -7984381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 61253 members 
Entering Unmasked Estep 
Score: -7984377.000000 Penalty: 5483.276367
	Iteration 47Q: 3 clusters Score -7984377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 61257 members 
Entering Unmasked Estep 
Score: -7984380.000000 Penalty: 5483.276367
	Iteration 48Q: 3 clusters Score -7984380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 61260 members 
Entering Unmasked Estep 
Score: -7984381.000000 Penalty: 5483.276367
	Iteration 49Q: 3 clusters Score -7984381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 61261 members 
Entering Unmasked Estep 
Score: -7984382.000000 Penalty: 5483.276367
	Iteration 50Q: 3 clusters Score -7984382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 61262 members 
Entering Unmasked Estep 
Score: -7984378.000000 Penalty: 5483.276367
	Iteration 51Q: 3 clusters Score -7984378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 61262 members 
Entering Unmasked Estep 
Score: -7984378.000000 Penalty: 5483.276367
	Iteration 52F: 3 clusters Score -7984378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -95917.335938 Penalty: 1691.364014
	Iteration 0F: 2 clusters Score -95917.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -94214.640625 Penalty: 3382.728027
	Iteration 0F: 3 clusters Score -94214.64 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -94668.726562 Penalty: 3382.728027
	Iteration 1F: 3 clusters Score -94668.73 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -94830.546875 Penalty: 3382.728027
	Iteration 2F: 3 clusters Score -94830.55 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -94887.070312 Penalty: 3382.728027
	Iteration 3Q: 3 clusters Score -94887.07 nChanged 28
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: -94919.640625 Penalty: 3382.728027
	Iteration 4Q: 3 clusters Score -94919.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -94945.398438 Penalty: 3382.728027
	Iteration 5Q: 3 clusters Score -94945.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -94952.570312 Penalty: 3382.728027
	Iteration 6Q: 3 clusters Score -94952.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -94954.296875 Penalty: 3382.728027
	Iteration 7Q: 3 clusters Score -94954.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -94961.421875 Penalty: 3382.728027
	Iteration 8Q: 3 clusters Score -94961.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -94965.789062 Penalty: 3382.728027
	Iteration 9Q: 3 clusters Score -94965.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -94971.750000 Penalty: 3382.728027
	Iteration 10Q: 3 clusters Score -94971.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -94979.015625 Penalty: 3382.728027
	Iteration 11Q: 3 clusters Score -94979.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -94981.695312 Penalty: 3382.728027
	Iteration 12Q: 3 clusters Score -94981.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -94982.554688 Penalty: 3382.728027
	Iteration 13Q: 3 clusters Score -94982.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -94988.023438 Penalty: 3382.728027
	Iteration 14Q: 3 clusters Score -94988.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -94996.679688 Penalty: 3382.728027
	Iteration 15Q: 3 clusters Score -94996.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -95003.140625 Penalty: 3382.728027
	Iteration 16Q: 3 clusters Score -95003.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -95012.156250 Penalty: 3382.728027
	Iteration 17Q: 3 clusters Score -95012.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -95017.859375 Penalty: 3382.728027
	Iteration 18Q: 3 clusters Score -95017.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -95023.320312 Penalty: 3382.728027
	Iteration 19Q: 3 clusters Score -95023.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -95027.046875 Penalty: 3382.728027
	Iteration 20F: 3 clusters Score -95027.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -95029.703125 Penalty: 3382.728027
	Iteration 21Q: 3 clusters Score -95029.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -95032.804688 Penalty: 3382.728027
	Iteration 22Q: 3 clusters Score -95032.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -95037.554688 Penalty: 3382.728027
	Iteration 23Q: 3 clusters Score -95037.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -95039.398438 Penalty: 3382.728027
	Iteration 24Q: 3 clusters Score -95039.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -95042.226562 Penalty: 3382.728027
	Iteration 25Q: 3 clusters Score -95042.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -95042.226562 Penalty: 3382.728027
	Iteration 26F: 3 clusters Score -95042.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63241 members 
Mstep: Class 3 contains 14117 members 
Mstep: Class 4 contains 3728 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2192 members 
Mstep: Class 8 contains 56946 members 
Mstep: Class 9 contains 40524 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312938 members 
Mstep: Class 12 contains 34022 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 182933 members 
Mstep: Class 15 contains 31382 members 
Mstep: Class 16 contains 12381 members 
Mstep: Class 17 contains 10458 members 
Mstep: Class 18 contains 9868 members 
Mstep: Class 19 contains 63259 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759528.000000 Penalty: 67761.929688
Iteration 159Q: 21 clusters Score -1.047595e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63241 members 
Mstep: Class 3 contains 14117 members 
Mstep: Class 4 contains 3728 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2192 members 
Mstep: Class 8 contains 56946 members 
Mstep: Class 9 contains 40525 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312929 members 
Mstep: Class 12 contains 34023 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 182933 members 
Mstep: Class 15 contains 31379 members 
Mstep: Class 16 contains 12381 members 
Mstep: Class 17 contains 10458 members 
Mstep: Class 18 contains 9874 members 
Mstep: Class 19 contains 63263 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759592.000000 Penalty: 67761.929688
Iteration 160F: 21 clusters Score -1.047596e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63243 members 
Mstep: Class 3 contains 14117 members 
Mstep: Class 4 contains 3728 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2192 members 
Mstep: Class 8 contains 56946 members 
Mstep: Class 9 contains 40525 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312924 members 
Mstep: Class 12 contains 34023 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 182931 members 
Mstep: Class 15 contains 31377 members 
Mstep: Class 16 contains 12381 members 
Mstep: Class 17 contains 10458 members 
Mstep: Class 18 contains 9877 members 
Mstep: Class 19 contains 63267 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759560.000000 Penalty: 67761.929688
Iteration 161Q: 21 clusters Score -1.047596e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63245 members 
Mstep: Class 3 contains 14117 members 
Mstep: Class 4 contains 3728 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2192 members 
Mstep: Class 8 contains 56944 members 
Mstep: Class 9 contains 40525 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312930 members 
Mstep: Class 12 contains 34024 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 182926 members 
Mstep: Class 15 contains 31375 members 
Mstep: Class 16 contains 12381 members 
Mstep: Class 17 contains 10458 members 
Mstep: Class 18 contains 9875 members 
Mstep: Class 19 contains 63269 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759520.000000 Penalty: 67761.929688
Iteration 162Q: 21 clusters Score -1.047595e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63245 members 
Mstep: Class 3 contains 14117 members 
Mstep: Class 4 contains 3728 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2192 members 
Mstep: Class 8 contains 56944 members 
Mstep: Class 9 contains 40526 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312926 members 
Mstep: Class 12 contains 34025 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 182923 members 
Mstep: Class 15 contains 31376 members 
Mstep: Class 16 contains 12381 members 
Mstep: Class 17 contains 10458 members 
Mstep: Class 18 contains 9877 members 
Mstep: Class 19 contains 63271 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759552.000000 Penalty: 67761.929688
Iteration 163Q: 21 clusters Score -1.047596e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63245 members 
Mstep: Class 3 contains 14117 members 
Mstep: Class 4 contains 3728 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2192 members 
Mstep: Class 8 contains 56944 members 
Mstep: Class 9 contains 40527 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312924 members 
Mstep: Class 12 contains 34024 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 182919 members 
Mstep: Class 15 contains 31378 members 
Mstep: Class 16 contains 12381 members 
Mstep: Class 17 contains 10458 members 
Mstep: Class 18 contains 9879 members 
Mstep: Class 19 contains 63273 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759568.000000 Penalty: 67761.929688
Iteration 164Q: 21 clusters Score -1.047596e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63246 members 
Mstep: Class 3 contains 14117 members 
Mstep: Class 4 contains 3728 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2192 members 
Mstep: Class 8 contains 56943 members 
Mstep: Class 9 contains 40528 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312924 members 
Mstep: Class 12 contains 34024 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 182912 members 
Mstep: Class 15 contains 31378 members 
Mstep: Class 16 contains 12381 members 
Mstep: Class 17 contains 10458 members 
Mstep: Class 18 contains 9881 members 
Mstep: Class 19 contains 63277 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759592.000000 Penalty: 67761.929688
Iteration 165Q: 21 clusters Score -1.047596e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63248 members 
Mstep: Class 3 contains 14116 members 
Mstep: Class 4 contains 3728 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2192 members 
Mstep: Class 8 contains 56942 members 
Mstep: Class 9 contains 40528 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312930 members 
Mstep: Class 12 contains 34024 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 182906 members 
Mstep: Class 15 contains 31374 members 
Mstep: Class 16 contains 12381 members 
Mstep: Class 17 contains 10458 members 
Mstep: Class 18 contains 9881 members 
Mstep: Class 19 contains 63281 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759584.000000 Penalty: 67761.929688
Iteration 166Q: 21 clusters Score -1.047596e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63248 members 
Mstep: Class 3 contains 14116 members 
Mstep: Class 4 contains 3728 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2192 members 
Mstep: Class 8 contains 56942 members 
Mstep: Class 9 contains 40528 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312932 members 
Mstep: Class 12 contains 34024 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 182904 members 
Mstep: Class 15 contains 31374 members 
Mstep: Class 16 contains 12381 members 
Mstep: Class 17 contains 10458 members 
Mstep: Class 18 contains 9881 members 
Mstep: Class 19 contains 63281 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759536.000000 Penalty: 67761.929688
Iteration 167Q: 21 clusters Score -1.047595e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63248 members 
Mstep: Class 3 contains 14116 members 
Mstep: Class 4 contains 3728 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2192 members 
Mstep: Class 8 contains 56942 members 
Mstep: Class 9 contains 40528 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312932 members 
Mstep: Class 12 contains 34024 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 182903 members 
Mstep: Class 15 contains 31375 members 
Mstep: Class 16 contains 12381 members 
Mstep: Class 17 contains 10458 members 
Mstep: Class 18 contains 9881 members 
Mstep: Class 19 contains 63281 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759552.000000 Penalty: 67761.929688
Iteration 168Q: 21 clusters Score -1.047596e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63248 members 
Mstep: Class 3 contains 14116 members 
Mstep: Class 4 contains 3728 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2192 members 
Mstep: Class 8 contains 56942 members 
Mstep: Class 9 contains 40528 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312929 members 
Mstep: Class 12 contains 34024 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 182907 members 
Mstep: Class 15 contains 31374 members 
Mstep: Class 16 contains 12381 members 
Mstep: Class 17 contains 10458 members 
Mstep: Class 18 contains 9881 members 
Mstep: Class 19 contains 63281 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759560.000000 Penalty: 67761.929688
Iteration 169Q: 21 clusters Score -1.047596e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63248 members 
Mstep: Class 3 contains 14116 members 
Mstep: Class 4 contains 3728 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2192 members 
Mstep: Class 8 contains 56942 members 
Mstep: Class 9 contains 40529 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312929 members 
Mstep: Class 12 contains 34024 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 182906 members 
Mstep: Class 15 contains 31374 members 
Mstep: Class 16 contains 12381 members 
Mstep: Class 17 contains 10458 members 
Mstep: Class 18 contains 9881 members 
Mstep: Class 19 contains 63281 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759544.000000 Penalty: 67761.929688
Iteration 170Q: 21 clusters Score -1.047595e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63248 members 
Mstep: Class 3 contains 14116 members 
Mstep: Class 4 contains 3728 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2192 members 
Mstep: Class 8 contains 56942 members 
Mstep: Class 9 contains 40530 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312928 members 
Mstep: Class 12 contains 34024 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 182906 members 
Mstep: Class 15 contains 31374 members 
Mstep: Class 16 contains 12381 members 
Mstep: Class 17 contains 10458 members 
Mstep: Class 18 contains 9881 members 
Mstep: Class 19 contains 63281 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759568.000000 Penalty: 67761.929688
Iteration 171Q: 21 clusters Score -1.047596e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63248 members 
Mstep: Class 3 contains 14115 members 
Mstep: Class 4 contains 3728 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2192 members 
Mstep: Class 8 contains 56942 members 
Mstep: Class 9 contains 40533 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312926 members 
Mstep: Class 12 contains 34024 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 182906 members 
Mstep: Class 15 contains 31374 members 
Mstep: Class 16 contains 12381 members 
Mstep: Class 17 contains 10458 members 
Mstep: Class 18 contains 9881 members 
Mstep: Class 19 contains 63281 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759536.000000 Penalty: 67761.929688
Iteration 172Q: 21 clusters Score -1.047595e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63247 members 
Mstep: Class 3 contains 14115 members 
Mstep: Class 4 contains 3728 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2192 members 
Mstep: Class 8 contains 56942 members 
Mstep: Class 9 contains 40534 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312925 members 
Mstep: Class 12 contains 34024 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 182906 members 
Mstep: Class 15 contains 31374 members 
Mstep: Class 16 contains 12381 members 
Mstep: Class 17 contains 10458 members 
Mstep: Class 18 contains 9881 members 
Mstep: Class 19 contains 63282 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759528.000000 Penalty: 67761.929688
Iteration 173Q: 21 clusters Score -1.047595e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63246 members 
Mstep: Class 3 contains 14115 members 
Mstep: Class 4 contains 3728 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2192 members 
Mstep: Class 8 contains 56941 members 
Mstep: Class 9 contains 40533 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312928 members 
Mstep: Class 12 contains 34024 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 182904 members 
Mstep: Class 15 contains 31374 members 
Mstep: Class 16 contains 12381 members 
Mstep: Class 17 contains 10458 members 
Mstep: Class 18 contains 9881 members 
Mstep: Class 19 contains 63284 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759608.000000 Penalty: 67761.929688
Iteration 174Q: 21 clusters Score -1.047596e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63245 members 
Mstep: Class 3 contains 14115 members 
Mstep: Class 4 contains 3728 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2193 members 
Mstep: Class 8 contains 56941 members 
Mstep: Class 9 contains 40534 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312931 members 
Mstep: Class 12 contains 34024 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 182900 members 
Mstep: Class 15 contains 31374 members 
Mstep: Class 16 contains 12381 members 
Mstep: Class 17 contains 10458 members 
Mstep: Class 18 contains 9881 members 
Mstep: Class 19 contains 63284 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759560.000000 Penalty: 67761.929688
Iteration 175Q: 21 clusters Score -1.047596e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63245 members 
Mstep: Class 3 contains 14116 members 
Mstep: Class 4 contains 3728 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2194 members 
Mstep: Class 8 contains 56941 members 
Mstep: Class 9 contains 40535 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312935 members 
Mstep: Class 12 contains 34024 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 182892 members 
Mstep: Class 15 contains 31374 members 
Mstep: Class 16 contains 12381 members 
Mstep: Class 17 contains 10458 members 
Mstep: Class 18 contains 9881 members 
Mstep: Class 19 contains 63285 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759528.000000 Penalty: 67761.929688
Iteration 176Q: 21 clusters Score -1.047595e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63245 members 
Mstep: Class 3 contains 14116 members 
Mstep: Class 4 contains 3728 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2195 members 
Mstep: Class 8 contains 56941 members 
Mstep: Class 9 contains 40536 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312938 members 
Mstep: Class 12 contains 34024 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 182884 members 
Mstep: Class 15 contains 31374 members 
Mstep: Class 16 contains 12381 members 
Mstep: Class 17 contains 10458 members 
Mstep: Class 18 contains 9881 members 
Mstep: Class 19 contains 63288 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759504.000000 Penalty: 67761.929688
Iteration 177Q: 21 clusters Score -1.047595e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63247 members 
Mstep: Class 3 contains 14116 members 
Mstep: Class 4 contains 3728 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2193 members 
Mstep: Class 8 contains 56940 members 
Mstep: Class 9 contains 40538 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312940 members 
Mstep: Class 12 contains 34024 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 182877 members 
Mstep: Class 15 contains 31374 members 
Mstep: Class 16 contains 12381 members 
Mstep: Class 17 contains 10458 members 
Mstep: Class 18 contains 9881 members 
Mstep: Class 19 contains 63292 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759472.000000 Penalty: 67761.929688
Iteration 178Q: 21 clusters Score -1.047595e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63248 members 
Mstep: Class 3 contains 14116 members 
Mstep: Class 4 contains 3728 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2190 members 
Mstep: Class 8 contains 56940 members 
Mstep: Class 9 contains 40539 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312943 members 
Mstep: Class 12 contains 34024 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 182874 members 
Mstep: Class 15 contains 31375 members 
Mstep: Class 16 contains 12381 members 
Mstep: Class 17 contains 10458 members 
Mstep: Class 18 contains 9881 members 
Mstep: Class 19 contains 63292 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759488.000000 Penalty: 67761.929688
Iteration 179Q: 21 clusters Score -1.047595e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63248 members 
Mstep: Class 3 contains 14116 members 
Mstep: Class 4 contains 3728 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2190 members 
Mstep: Class 8 contains 56940 members 
Mstep: Class 9 contains 40540 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312947 members 
Mstep: Class 12 contains 34024 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 182869 members 
Mstep: Class 15 contains 31375 members 
Mstep: Class 16 contains 12381 members 
Mstep: Class 17 contains 10458 members 
Mstep: Class 18 contains 9881 members 
Mstep: Class 19 contains 63292 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759480.000000 Penalty: 67761.929688
Iteration 180F: 21 clusters Score -1.047595e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63249 members 
Mstep: Class 3 contains 14116 members 
Mstep: Class 4 contains 3728 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2191 members 
Mstep: Class 8 contains 56940 members 
Mstep: Class 9 contains 40540 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312949 members 
Mstep: Class 12 contains 34025 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 182865 members 
Mstep: Class 15 contains 31375 members 
Mstep: Class 16 contains 12381 members 
Mstep: Class 17 contains 10458 members 
Mstep: Class 18 contains 9881 members 
Mstep: Class 19 contains 63291 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759512.000000 Penalty: 67761.929688
Iteration 181Q: 21 clusters Score -1.047595e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63250 members 
Mstep: Class 3 contains 14116 members 
Mstep: Class 4 contains 3728 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2191 members 
Mstep: Class 8 contains 56940 members 
Mstep: Class 9 contains 40540 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312951 members 
Mstep: Class 12 contains 34025 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 182861 members 
Mstep: Class 15 contains 31374 members 
Mstep: Class 16 contains 12381 members 
Mstep: Class 17 contains 10458 members 
Mstep: Class 18 contains 9881 members 
Mstep: Class 19 contains 63293 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759496.000000 Penalty: 67761.929688
Iteration 182Q: 21 clusters Score -1.047595e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63250 members 
Mstep: Class 3 contains 14116 members 
Mstep: Class 4 contains 3728 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2191 members 
Mstep: Class 8 contains 56940 members 
Mstep: Class 9 contains 40540 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312953 members 
Mstep: Class 12 contains 34024 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 182859 members 
Mstep: Class 15 contains 31374 members 
Mstep: Class 16 contains 12382 members 
Mstep: Class 17 contains 10458 members 
Mstep: Class 18 contains 9881 members 
Mstep: Class 19 contains 63293 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759472.000000 Penalty: 67761.929688
Iteration 183Q: 21 clusters Score -1.047595e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63250 members 
Mstep: Class 3 contains 14116 members 
Mstep: Class 4 contains 3728 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2191 members 
Mstep: Class 8 contains 56940 members 
Mstep: Class 9 contains 40540 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312956 members 
Mstep: Class 12 contains 34023 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 182857 members 
Mstep: Class 15 contains 31374 members 
Mstep: Class 16 contains 12382 members 
Mstep: Class 17 contains 10458 members 
Mstep: Class 18 contains 9881 members 
Mstep: Class 19 contains 63293 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759480.000000 Penalty: 67761.929688
Iteration 184Q: 21 clusters Score -1.047595e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63251 members 
Mstep: Class 3 contains 14116 members 
Mstep: Class 4 contains 3728 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2191 members 
Mstep: Class 8 contains 56940 members 
Mstep: Class 9 contains 40540 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312957 members 
Mstep: Class 12 contains 34023 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 182855 members 
Mstep: Class 15 contains 31374 members 
Mstep: Class 16 contains 12382 members 
Mstep: Class 17 contains 10458 members 
Mstep: Class 18 contains 9881 members 
Mstep: Class 19 contains 63293 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759472.000000 Penalty: 67761.929688
Iteration 185Q: 21 clusters Score -1.047595e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63251 members 
Mstep: Class 3 contains 14116 members 
Mstep: Class 4 contains 3728 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2191 members 
Mstep: Class 8 contains 56940 members 
Mstep: Class 9 contains 40541 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312956 members 
Mstep: Class 12 contains 34023 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 182855 members 
Mstep: Class 15 contains 31374 members 
Mstep: Class 16 contains 12382 members 
Mstep: Class 17 contains 10458 members 
Mstep: Class 18 contains 9881 members 
Mstep: Class 19 contains 63293 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759496.000000 Penalty: 67761.929688
Iteration 186Q: 21 clusters Score -1.047595e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63251 members 
Mstep: Class 3 contains 14116 members 
Mstep: Class 4 contains 3728 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2191 members 
Mstep: Class 8 contains 56940 members 
Mstep: Class 9 contains 40541 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312956 members 
Mstep: Class 12 contains 34023 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 182856 members 
Mstep: Class 15 contains 31373 members 
Mstep: Class 16 contains 12382 members 
Mstep: Class 17 contains 10458 members 
Mstep: Class 18 contains 9881 members 
Mstep: Class 19 contains 63293 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759496.000000 Penalty: 67761.929688
Iteration 187Q: 21 clusters Score -1.047595e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63251 members 
Mstep: Class 3 contains 14116 members 
Mstep: Class 4 contains 3728 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2191 members 
Mstep: Class 8 contains 56940 members 
Mstep: Class 9 contains 40541 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312956 members 
Mstep: Class 12 contains 34023 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 182857 members 
Mstep: Class 15 contains 31372 members 
Mstep: Class 16 contains 12382 members 
Mstep: Class 17 contains 10458 members 
Mstep: Class 18 contains 9881 members 
Mstep: Class 19 contains 63293 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759496.000000 Penalty: 67761.929688
Iteration 188Q: 21 clusters Score -1.047595e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63251 members 
Mstep: Class 3 contains 14116 members 
Mstep: Class 4 contains 3728 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2191 members 
Mstep: Class 8 contains 56940 members 
Mstep: Class 9 contains 40541 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312958 members 
Mstep: Class 12 contains 34023 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 182855 members 
Mstep: Class 15 contains 31372 members 
Mstep: Class 16 contains 12382 members 
Mstep: Class 17 contains 10458 members 
Mstep: Class 18 contains 9881 members 
Mstep: Class 19 contains 63293 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759520.000000 Penalty: 67761.929688
Iteration 189Q: 21 clusters Score -1.047595e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63251 members 
Mstep: Class 3 contains 14116 members 
Mstep: Class 4 contains 3728 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2191 members 
Mstep: Class 8 contains 56940 members 
Mstep: Class 9 contains 40541 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312959 members 
Mstep: Class 12 contains 34023 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 182856 members 
Mstep: Class 15 contains 31370 members 
Mstep: Class 16 contains 12382 members 
Mstep: Class 17 contains 10458 members 
Mstep: Class 18 contains 9881 members 
Mstep: Class 19 contains 63293 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759488.000000 Penalty: 67761.929688
Iteration 190Q: 21 clusters Score -1.047595e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63251 members 
Mstep: Class 3 contains 14116 members 
Mstep: Class 4 contains 3728 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2191 members 
Mstep: Class 8 contains 56940 members 
Mstep: Class 9 contains 40541 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312959 members 
Mstep: Class 12 contains 34023 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 182856 members 
Mstep: Class 15 contains 31370 members 
Mstep: Class 16 contains 12382 members 
Mstep: Class 17 contains 10458 members 
Mstep: Class 18 contains 9881 members 
Mstep: Class 19 contains 63293 members 
Mstep: Class 20 contains 916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759488.000000 Penalty: 67761.929688
Iteration 191F: 21 clusters Score -1.047595e+08 nChanged 0
Entering ConstructFrom: 
Score: -104759488.000000 Penalty: 67761.929688
Entering ConstructFrom: 
Trying to split cluster 1 (1339 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Entering Unmasked Estep 
Score: -153111.625000 Penalty: 1785.520264
	Iteration 0F: 2 clusters Score -153111.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -150981.328125 Penalty: 3571.040527
	Iteration 0F: 3 clusters Score -150981.3 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -151683.796875 Penalty: 3571.040527
	Iteration 1F: 3 clusters Score -151683.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -152027.609375 Penalty: 3571.040527
	Iteration 2F: 3 clusters Score -152027.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -152293.500000 Penalty: 3571.040527
	Iteration 3F: 3 clusters Score -152293.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -152494.484375 Penalty: 3571.040527
	Iteration 4F: 3 clusters Score -152494.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -152637.078125 Penalty: 3571.040527
	Iteration 5Q: 3 clusters Score -152637.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -152773.921875 Penalty: 3571.040527
	Iteration 6Q: 3 clusters Score -152773.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -152903.937500 Penalty: 3571.040527
	Iteration 7Q: 3 clusters Score -152903.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -153035.234375 Penalty: 3571.040527
	Iteration 8Q: 3 clusters Score -153035.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -153077.609375 Penalty: 3571.040527
	Iteration 9Q: 3 clusters Score -153077.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -153097.406250 Penalty: 3571.040527
	Iteration 10Q: 3 clusters Score -153097.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -153103.109375 Penalty: 3571.040527
	Iteration 11Q: 3 clusters Score -153103.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -153105.718750 Penalty: 3571.040527
	Iteration 12Q: 3 clusters Score -153105.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -153108.125000 Penalty: 3571.040527
	Iteration 13Q: 3 clusters Score -153108.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -153110.406250 Penalty: 3571.040527
	Iteration 14Q: 3 clusters Score -153110.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -153112.656250 Penalty: 3571.040527
	Iteration 15Q: 3 clusters Score -153112.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -153112.656250 Penalty: 3571.040527
	Iteration 16F: 3 clusters Score -153112.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 63251 members 
Mstep: Class 3 contains 14116 members 
Mstep: Class 4 contains 3728 members 
Mstep: Class 5 contains 1324 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2191 members 
Mstep: Class 8 contains 56940 members 
Mstep: Class 9 contains 40541 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312959 members 
Mstep: Class 12 contains 34023 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 182856 members 
Mstep: Class 15 contains 31370 members 
Mstep: Class 16 contains 12382 members 
Mstep: Class 17 contains 10458 members 
Mstep: Class 18 contains 9881 members 
Mstep: Class 19 contains 63293 members 
Mstep: Class 20 contains 916 members 
Mstep: Class 21 contains 1073 members 
Entering Unmasked Estep 
Score: -104757752.000000 Penalty: 71150.023438
Splitting cluster 1 changes total score from -104759488.000000 to -104757752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (63251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63251 members 
Entering Unmasked Estep 
Score: -7973389.000000 Penalty: 2741.606689
	Iteration 0F: 2 clusters Score -7973389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31385 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -7930990.500000 Penalty: 5483.213379
	Iteration 0F: 3 clusters Score -7930990 nChanged 29366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28381 members 
Mstep: Class 2 contains 34870 members 
Entering Unmasked Estep 
Score: -7948251.000000 Penalty: 5483.213379
	Iteration 1F: 3 clusters Score -7948251 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 2 contains 36596 members 
Entering Unmasked Estep 
Score: -7949319.000000 Penalty: 5483.213379
	Iteration 2Q: 3 clusters Score -7949319 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24173 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -7950964.500000 Penalty: 5483.213379
	Iteration 3F: 3 clusters Score -7950964 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 42325 members 
Entering Unmasked Estep 
Score: -7953364.000000 Penalty: 5483.213379
	Iteration 4F: 3 clusters Score -7953364 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 46441 members 
Entering Unmasked Estep 
Score: -7956816.000000 Penalty: 5483.213379
	Iteration 5F: 3 clusters Score -7956816 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12404 members 
Mstep: Class 2 contains 50847 members 
Entering Unmasked Estep 
Score: -7960674.500000 Penalty: 5483.213379
	Iteration 6F: 3 clusters Score -7960674 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 54914 members 
Entering Unmasked Estep 
Score: -7964357.500000 Penalty: 5483.213379
	Iteration 7F: 3 clusters Score -7964358 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 58126 members 
Entering Unmasked Estep 
Score: -7967180.000000 Penalty: 5483.213379
	Iteration 8F: 3 clusters Score -7967180 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 60157 members 
Entering Unmasked Estep 
Score: -7968886.000000 Penalty: 5483.213379
	Iteration 9Q: 3 clusters Score -7968886 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 61371 members 
Entering Unmasked Estep 
Score: -7969896.000000 Penalty: 5483.213379
	Iteration 10Q: 3 clusters Score -7969896 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 61990 members 
Entering Unmasked Estep 
Score: -7970425.500000 Penalty: 5483.213379
	Iteration 11Q: 3 clusters Score -7970426 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 62306 members 
Entering Unmasked Estep 
Score: -7970735.500000 Penalty: 5483.213379
	Iteration 12Q: 3 clusters Score -7970736 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 62446 members 
Entering Unmasked Estep 
Score: -7970896.000000 Penalty: 5483.213379
	Iteration 13Q: 3 clusters Score -7970896 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 62544 members 
Entering Unmasked Estep 
Score: -7970965.500000 Penalty: 5483.213379
	Iteration 14Q: 3 clusters Score -7970966 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 62604 members 
Entering Unmasked Estep 
Score: -7971037.500000 Penalty: 5483.213379
	Iteration 15Q: 3 clusters Score -7971038 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 62646 members 
Entering Unmasked Estep 
Score: -7971081.000000 Penalty: 5483.213379
	Iteration 16Q: 3 clusters Score -7971081 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 62667 members 
Entering Unmasked Estep 
Score: -7971090.500000 Penalty: 5483.213379
	Iteration 17Q: 3 clusters Score -7971090 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 62689 members 
Entering Unmasked Estep 
Score: -7971121.000000 Penalty: 5483.213379
	Iteration 18Q: 3 clusters Score -7971121 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 62707 members 
Entering Unmasked Estep 
Score: -7971135.500000 Penalty: 5483.213379
	Iteration 19Q: 3 clusters Score -7971136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 62711 members 
Entering Unmasked Estep 
Score: -7971150.000000 Penalty: 5483.213379
	Iteration 20F: 3 clusters Score -7971150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 62721 members 
Entering Unmasked Estep 
Score: -7971155.500000 Penalty: 5483.213379
	Iteration 21Q: 3 clusters Score -7971156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 62727 members 
Entering Unmasked Estep 
Score: -7971163.500000 Penalty: 5483.213379
	Iteration 22Q: 3 clusters Score -7971164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 62730 members 
Entering Unmasked Estep 
Score: -7971166.000000 Penalty: 5483.213379
	Iteration 23Q: 3 clusters Score -7971166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 62734 members 
Entering Unmasked Estep 
Score: -7971173.000000 Penalty: 5483.213379
	Iteration 24Q: 3 clusters Score -7971173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 62740 members 
Entering Unmasked Estep 
Score: -7971171.500000 Penalty: 5483.213379
	Iteration 25Q: 3 clusters Score -7971172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 62743 members 
Entering Unmasked Estep 
Score: -7971177.000000 Penalty: 5483.213379
	Iteration 26Q: 3 clusters Score -7971177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 62750 members 
Entering Unmasked Estep 
Score: -7971182.000000 Penalty: 5483.213379
	Iteration 27Q: 3 clusters Score -7971182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 62753 members 
Entering Unmasked Estep 
Score: -7971181.000000 Penalty: 5483.213379
	Iteration 28Q: 3 clusters Score -7971181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 62754 members 
Entering Unmasked Estep 
Score: -7971181.000000 Penalty: 5483.213379
	Iteration 29Q: 3 clusters Score -7971181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 62756 members 
Entering Unmasked Estep 
Score: -7971186.500000 Penalty: 5483.213379
	Iteration 30Q: 3 clusters Score -7971186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 62755 members 
Entering Unmasked Estep 
Score: -7971184.000000 Penalty: 5483.213379
	Iteration 31Q: 3 clusters Score -7971184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 62754 members 
Entering Unmasked Estep 
Score: -7971186.000000 Penalty: 5483.213379
	Iteration 32Q: 3 clusters Score -7971186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 62754 members 
Entering Unmasked Estep 
Score: -7971186.000000 Penalty: 5483.213379
	Iteration 33F: 3 clusters Score -7971186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Entering Unmasked Estep 
Score: -1758860.125000 Penalty: 2369.656006
	Iteration 0F: 2 clusters Score -1758860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1748515.750000 Penalty: 4739.312012
	Iteration 0F: 3 clusters Score -1748516 nChanged 6011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1751726.625000 Penalty: 4739.312012
	Iteration 1F: 3 clusters Score -1751727 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1752052.125000 Penalty: 4739.312012
	Iteration 2F: 3 clusters Score -1752052 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1752326.750000 Penalty: 4739.312012
	Iteration 3Q: 3 clusters Score -1752327 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1752556.000000 Penalty: 4739.312012
	Iteration 4Q: 3 clusters Score -1752556 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1752773.000000 Penalty: 4739.312012
	Iteration 5Q: 3 clusters Score -1752773 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1752972.875000 Penalty: 4739.312012
	Iteration 6Q: 3 clusters Score -1752973 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1753221.875000 Penalty: 4739.312012
	Iteration 7Q: 3 clusters Score -1753222 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -1753528.500000 Penalty: 4739.312012
	Iteration 8Q: 3 clusters Score -1753528 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1753940.875000 Penalty: 4739.312012
	Iteration 9Q: 3 clusters Score -1753941 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -1754433.750000 Penalty: 4739.312012
	Iteration 10Q: 3 clusters Score -1754434 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1754984.750000 Penalty: 4739.312012
	Iteration 11Q: 3 clusters Score -1754985 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1755623.375000 Penalty: 4739.312012
	Iteration 12Q: 3 clusters Score -1755623 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1756108.500000 Penalty: 4739.312012
	Iteration 13Q: 3 clusters Score -1756108 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1756403.625000 Penalty: 4739.312012
	Iteration 14Q: 3 clusters Score -1756404 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1756587.000000 Penalty: 4739.312012
	Iteration 15Q: 3 clusters Score -1756587 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1756690.500000 Penalty: 4739.312012
	Iteration 16Q: 3 clusters Score -1756690 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1756777.250000 Penalty: 4739.312012
	Iteration 17Q: 3 clusters Score -1756777 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1756828.750000 Penalty: 4739.312012
	Iteration 18Q: 3 clusters Score -1756829 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1756868.500000 Penalty: 4739.312012
	Iteration 19Q: 3 clusters Score -1756868 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1756903.375000 Penalty: 4739.312012
	Iteration 20F: 3 clusters Score -1756903 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1756934.125000 Penalty: 4739.312012
	Iteration 21Q: 3 clusters Score -1756934 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1756951.500000 Penalty: 4739.312012
	Iteration 22Q: 3 clusters Score -1756952 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1756966.250000 Penalty: 4739.312012
	Iteration 23Q: 3 clusters Score -1756966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1756975.000000 Penalty: 4739.312012
	Iteration 24Q: 3 clusters Score -1756975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1756985.625000 Penalty: 4739.312012
	Iteration 25Q: 3 clusters Score -1756986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1756992.500000 Penalty: 4739.312012
	Iteration 26Q: 3 clusters Score -1756992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1757001.750000 Penalty: 4739.312012
	Iteration 27Q: 3 clusters Score -1757002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1757003.125000 Penalty: 4739.312012
	Iteration 28Q: 3 clusters Score -1757003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1757002.375000 Penalty: 4739.312012
	Iteration 29Q: 3 clusters Score -1757002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1757006.500000 Penalty: 4739.312012
	Iteration 30Q: 3 clusters Score -1757006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1757005.750000 Penalty: 4739.312012
	Iteration 31Q: 3 clusters Score -1757006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1757007.875000 Penalty: 4739.312012
	Iteration 32Q: 3 clusters Score -1757008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -1757007.000000 Penalty: 4739.312012
	Iteration 33Q: 3 clusters Score -1757007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1757009.500000 Penalty: 4739.312012
	Iteration 34Q: 3 clusters Score -1757010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1757009.875000 Penalty: 4739.312012
	Iteration 35Q: 3 clusters Score -1757010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1757009.125000 Penalty: 4739.312012
	Iteration 36Q: 3 clusters Score -1757009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1757012.875000 Penalty: 4739.312012
	Iteration 37Q: 3 clusters Score -1757013 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1757016.250000 Penalty: 4739.312012
	Iteration 38Q: 3 clusters Score -1757016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1757019.875000 Penalty: 4739.312012
	Iteration 39Q: 3 clusters Score -1757020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1757021.500000 Penalty: 4739.312012
	Iteration 40F: 3 clusters Score -1757022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1757024.375000 Penalty: 4739.312012
	Iteration 41Q: 3 clusters Score -1757024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1757028.375000 Penalty: 4739.312012
	Iteration 42Q: 3 clusters Score -1757028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1757036.000000 Penalty: 4739.312012
	Iteration 43Q: 3 clusters Score -1757036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1757042.125000 Penalty: 4739.312012
	Iteration 44Q: 3 clusters Score -1757042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1757042.125000 Penalty: 4739.312012
	Iteration 45Q: 3 clusters Score -1757042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1757045.250000 Penalty: 4739.312012
	Iteration 46Q: 3 clusters Score -1757045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1757047.625000 Penalty: 4739.312012
	Iteration 47Q: 3 clusters Score -1757048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1757051.750000 Penalty: 4739.312012
	Iteration 48Q: 3 clusters Score -1757052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1757055.500000 Penalty: 4739.312012
	Iteration 49Q: 3 clusters Score -1757056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1757057.250000 Penalty: 4739.312012
	Iteration 50Q: 3 clusters Score -1757057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1757060.125000 Penalty: 4739.312012
	Iteration 51Q: 3 clusters Score -1757060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1757064.125000 Penalty: 4739.312012
	Iteration 52Q: 3 clusters Score -1757064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1757064.250000 Penalty: 4739.312012
	Iteration 53Q: 3 clusters Score -1757064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1757064.500000 Penalty: 4739.312012
	Iteration 54Q: 3 clusters Score -1757064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1757064.500000 Penalty: 4739.312012
	Iteration 55F: 3 clusters Score -1757064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -440402.531250 Penalty: 2039.459473
	Iteration 0F: 2 clusters Score -440402.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -436648.187500 Penalty: 4078.918945
	Iteration 0F: 3 clusters Score -436648.2 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -437489.312500 Penalty: 4078.918945
	Iteration 1F: 3 clusters Score -437489.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -437667.843750 Penalty: 4078.918945
	Iteration 2F: 3 clusters Score -437667.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -437787.093750 Penalty: 4078.918945
	Iteration 3Q: 3 clusters Score -437787.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -437886.718750 Penalty: 4078.918945
	Iteration 4Q: 3 clusters Score -437886.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -437959.875000 Penalty: 4078.918945
	Iteration 5Q: 3 clusters Score -437959.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -438004.687500 Penalty: 4078.918945
	Iteration 6Q: 3 clusters Score -438004.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -438040.281250 Penalty: 4078.918945
	Iteration 7Q: 3 clusters Score -438040.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -438077.156250 Penalty: 4078.918945
	Iteration 8Q: 3 clusters Score -438077.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -438118.562500 Penalty: 4078.918945
	Iteration 9Q: 3 clusters Score -438118.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -438154.500000 Penalty: 4078.918945
	Iteration 10Q: 3 clusters Score -438154.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -438189.000000 Penalty: 4078.918945
	Iteration 11Q: 3 clusters Score -438189 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -438217.906250 Penalty: 4078.918945
	Iteration 12Q: 3 clusters Score -438217.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -438252.312500 Penalty: 4078.918945
	Iteration 13Q: 3 clusters Score -438252.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -438285.281250 Penalty: 4078.918945
	Iteration 14Q: 3 clusters Score -438285.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -438316.312500 Penalty: 4078.918945
	Iteration 15Q: 3 clusters Score -438316.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -438349.343750 Penalty: 4078.918945
	Iteration 16Q: 3 clusters Score -438349.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -438377.281250 Penalty: 4078.918945
	Iteration 17Q: 3 clusters Score -438377.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -438401.687500 Penalty: 4078.918945
	Iteration 18Q: 3 clusters Score -438401.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -438421.968750 Penalty: 4078.918945
	Iteration 19Q: 3 clusters Score -438422 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -438437.937500 Penalty: 4078.918945
	Iteration 20F: 3 clusters Score -438437.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -438454.968750 Penalty: 4078.918945
	Iteration 21Q: 3 clusters Score -438455 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -438469.625000 Penalty: 4078.918945
	Iteration 22Q: 3 clusters Score -438469.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -438486.687500 Penalty: 4078.918945
	Iteration 23Q: 3 clusters Score -438486.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -438502.656250 Penalty: 4078.918945
	Iteration 24Q: 3 clusters Score -438502.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -438513.968750 Penalty: 4078.918945
	Iteration 25Q: 3 clusters Score -438514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -438523.625000 Penalty: 4078.918945
	Iteration 26Q: 3 clusters Score -438523.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -438532.687500 Penalty: 4078.918945
	Iteration 27Q: 3 clusters Score -438532.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -438538.500000 Penalty: 4078.918945
	Iteration 28Q: 3 clusters Score -438538.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -438544.531250 Penalty: 4078.918945
	Iteration 29Q: 3 clusters Score -438544.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -438548.187500 Penalty: 4078.918945
	Iteration 30Q: 3 clusters Score -438548.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -438554.062500 Penalty: 4078.918945
	Iteration 31Q: 3 clusters Score -438554.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -438558.593750 Penalty: 4078.918945
	Iteration 32Q: 3 clusters Score -438558.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -438561.656250 Penalty: 4078.918945
	Iteration 33Q: 3 clusters Score -438561.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -438563.968750 Penalty: 4078.918945
	Iteration 34Q: 3 clusters Score -438564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -438567.968750 Penalty: 4078.918945
	Iteration 35Q: 3 clusters Score -438568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -438571.125000 Penalty: 4078.918945
	Iteration 36Q: 3 clusters Score -438571.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -438573.406250 Penalty: 4078.918945
	Iteration 37Q: 3 clusters Score -438573.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -438575.281250 Penalty: 4078.918945
	Iteration 38Q: 3 clusters Score -438575.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -438578.406250 Penalty: 4078.918945
	Iteration 39Q: 3 clusters Score -438578.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -438579.437500 Penalty: 4078.918945
	Iteration 40F: 3 clusters Score -438579.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -438578.937500 Penalty: 4078.918945
	Iteration 41Q: 3 clusters Score -438578.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -438580.562500 Penalty: 4078.918945
	Iteration 42Q: 3 clusters Score -438580.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -438581.281250 Penalty: 4078.918945
	Iteration 43Q: 3 clusters Score -438581.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -438581.250000 Penalty: 4078.918945
	Iteration 44Q: 3 clusters Score -438581.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -438581.656250 Penalty: 4078.918945
	Iteration 45Q: 3 clusters Score -438581.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -438582.593750 Penalty: 4078.918945
	Iteration 46Q: 3 clusters Score -438582.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -438583.375000 Penalty: 4078.918945
	Iteration 47Q: 3 clusters Score -438583.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -438584.000000 Penalty: 4078.918945
	Iteration 48Q: 3 clusters Score -438584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -438586.281250 Penalty: 4078.918945
	Iteration 49Q: 3 clusters Score -438586.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -438586.281250 Penalty: 4078.918945
	Iteration 50F: 3 clusters Score -438586.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Entering Unmasked Estep 
Score: -154115.625000 Penalty: 1782.726318
	Iteration 0F: 2 clusters Score -154115.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -151975.250000 Penalty: 3565.452637
	Iteration 0F: 3 clusters Score -151975.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -152367.687500 Penalty: 3565.452637
	Iteration 1F: 3 clusters Score -152367.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -152528.734375 Penalty: 3565.452637
	Iteration 2F: 3 clusters Score -152528.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -152642.812500 Penalty: 3565.452637
	Iteration 3F: 3 clusters Score -152642.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -152787.796875 Penalty: 3565.452637
	Iteration 4Q: 3 clusters Score -152787.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -152992.375000 Penalty: 3565.452637
	Iteration 5Q: 3 clusters Score -152992.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -153159.265625 Penalty: 3565.452637
	Iteration 6F: 3 clusters Score -153159.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -153383.421875 Penalty: 3565.452637
	Iteration 7F: 3 clusters Score -153383.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -153773.453125 Penalty: 3565.452637
	Iteration 8Q: 3 clusters Score -153773.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -154031.984375 Penalty: 3565.452637
	Iteration 9Q: 3 clusters Score -154032 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -154159.312500 Penalty: 3565.452637
	Iteration 10Q: 3 clusters Score -154159.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -154195.203125 Penalty: 3565.452637
	Iteration 11Q: 3 clusters Score -154195.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -154206.843750 Penalty: 3565.452637
	Iteration 12Q: 3 clusters Score -154206.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -154209.453125 Penalty: 3565.452637
	Iteration 13Q: 3 clusters Score -154209.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -154214.734375 Penalty: 3565.452637
	Iteration 14Q: 3 clusters Score -154214.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -154215.812500 Penalty: 3565.452637
	Iteration 15Q: 3 clusters Score -154215.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -154215.812500 Penalty: 3565.452637
	Iteration 16F: 3 clusters Score -154215.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 63251 members 
Mstep: Class 3 contains 14116 members 
Mstep: Class 4 contains 3728 members 
Mstep: Class 5 contains 876 members 
Mstep: Class 6 contains 4007 members 
Mstep: Class 7 contains 2191 members 
Mstep: Class 8 contains 56940 members 
Mstep: Class 9 contains 40541 members 
Mstep: Class 10 contains 6623 members 
Mstep: Class 11 contains 312959 members 
Mstep: Class 12 contains 34023 members 
Mstep: Class 13 contains 5206 members 
Mstep: Class 14 contains 182856 members 
Mstep: Class 15 contains 31370 members 
Mstep: Class 16 contains 12382 members 
Mstep: Class 17 contains 10458 members 
Mstep: Class 18 contains 9881 members 
Mstep: Class 19 contains 63293 members 
Mstep: Class 20 contains 916 members 
Mstep: Class 21 contains 448 members 
Entering Unmasked Estep 
Score: -104758064.000000 Penalty: 71150.023438
Splitting cluster 5 changes total score from -104759488.000000 to -104758064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 6 (4007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Entering Unmasked Estep 
Score: -507440.718750 Penalty: 2057.357910
	Iteration 0F: 2 clusters Score -507440.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -503572.937500 Penalty: 4114.715820
	Iteration 0F: 3 clusters Score -503572.9 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -504357.000000 Penalty: 4114.715820
	Iteration 1F: 3 clusters Score -504357 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -504537.718750 Penalty: 4114.715820
	Iteration 2F: 3 clusters Score -504537.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -504652.531250 Penalty: 4114.715820
	Iteration 3Q: 3 clusters Score -504652.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -504725.937500 Penalty: 4114.715820
	Iteration 4Q: 3 clusters Score -504725.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -504772.093750 Penalty: 4114.715820
	Iteration 5Q: 3 clusters Score -504772.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -504799.656250 Penalty: 4114.715820
	Iteration 6Q: 3 clusters Score -504799.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -504822.625000 Penalty: 4114.715820
	Iteration 7Q: 3 clusters Score -504822.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -504844.968750 Penalty: 4114.715820
	Iteration 8Q: 3 clusters Score -504845 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -504861.687500 Penalty: 4114.715820
	Iteration 9Q: 3 clusters Score -504861.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -504876.812500 Penalty: 4114.715820
	Iteration 10Q: 3 clusters Score -504876.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -504892.375000 Penalty: 4114.715820
	Iteration 11Q: 3 clusters Score -504892.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -504903.500000 Penalty: 4114.715820
	Iteration 12Q: 3 clusters Score -504903.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -504916.125000 Penalty: 4114.715820
	Iteration 13Q: 3 clusters Score -504916.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -504926.625000 Penalty: 4114.715820
	Iteration 14Q: 3 clusters Score -504926.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -504937.000000 Penalty: 4114.715820
	Iteration 15Q: 3 clusters Score -504937 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -504947.843750 Penalty: 4114.715820
	Iteration 16Q: 3 clusters Score -504947.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -504954.343750 Penalty: 4114.715820
	Iteration 17Q: 3 clusters Score -504954.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -504958.843750 Penalty: 4114.715820
	Iteration 18Q: 3 clusters Score -504958.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -504963.062500 Penalty: 4114.715820
	Iteration 19Q: 3 clusters Score -504963.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -504967.406250 Penalty: 4114.715820
	Iteration 20F: 3 clusters Score -504967.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -504973.375000 Penalty: 4114.715820
	Iteration 21Q: 3 clusters Score -504973.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -504979.218750 Penalty: 4114.715820
	Iteration 22Q: 3 clusters Score -504979.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -504982.718750 Penalty: 4114.715820
	Iteration 23Q: 3 clusters Score -504982.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -504984.031250 Penalty: 4114.715820
	Iteration 24Q: 3 clusters Score -504984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -504986.687500 Penalty: 4114.715820
	Iteration 25Q: 3 clusters Score -504986.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -504988.218750 Penalty: 4114.715820
	Iteration 26Q: 3 clusters Score -504988.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -504988.750000 Penalty: 4114.715820
	Iteration 27Q: 3 clusters Score -504988.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -504989.281250 Penalty: 4114.715820
	Iteration 28Q: 3 clusters Score -504989.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -504989.750000 Penalty: 4114.715820
	Iteration 29Q: 3 clusters Score -504989.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -504991.218750 Penalty: 4114.715820
	Iteration 30Q: 3 clusters Score -504991.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -504993.843750 Penalty: 4114.715820
	Iteration 31Q: 3 clusters Score -504993.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -504994.062500 Penalty: 4114.715820
	Iteration 32Q: 3 clusters Score -504994.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -504994.750000 Penalty: 4114.715820
	Iteration 33Q: 3 clusters Score -504994.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -504995.656250 Penalty: 4114.715820
	Iteration 34Q: 3 clusters Score -504995.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -504996.656250 Penalty: 4114.715820
	Iteration 35Q: 3 clusters Score -504996.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -504996.031250 Penalty: 4114.715820
	Iteration 36Q: 3 clusters Score -504996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -504996.937500 Penalty: 4114.715820
	Iteration 37Q: 3 clusters Score -504996.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -504998.906250 Penalty: 4114.715820
	Iteration 38Q: 3 clusters Score -504998.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -504998.906250 Penalty: 4114.715820
	Iteration 39F: 3 clusters Score -504998.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Entering Unmasked Estep 
Score: -261158.125000 Penalty: 1907.644165
	Iteration 0F: 2 clusters Score -261158.1 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 1106 members 
Entering Unmasked Estep 
Score: -258410.531250 Penalty: 3815.288330
	Iteration 0F: 3 clusters Score -258410.5 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -258953.515625 Penalty: 3815.288330
	Iteration 1F: 3 clusters Score -258953.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -259087.062500 Penalty: 3815.288330
	Iteration 2F: 3 clusters Score -259087.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -259169.140625 Penalty: 3815.288330
	Iteration 3Q: 3 clusters Score -259169.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -259227.484375 Penalty: 3815.288330
	Iteration 4Q: 3 clusters Score -259227.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -259273.812500 Penalty: 3815.288330
	Iteration 5Q: 3 clusters Score -259273.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -259300.718750 Penalty: 3815.288330
	Iteration 6Q: 3 clusters Score -259300.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -259319.765625 Penalty: 3815.288330
	Iteration 7Q: 3 clusters Score -259319.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -259333.781250 Penalty: 3815.288330
	Iteration 8Q: 3 clusters Score -259333.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -259348.546875 Penalty: 3815.288330
	Iteration 9Q: 3 clusters Score -259348.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -259365.265625 Penalty: 3815.288330
	Iteration 10Q: 3 clusters Score -259365.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -259384.687500 Penalty: 3815.288330
	Iteration 11Q: 3 clusters Score -259384.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -259410.250000 Penalty: 3815.288330
	Iteration 12Q: 3 clusters Score -259410.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -259439.750000 Penalty: 3815.288330
	Iteration 13Q: 3 clusters Score -259439.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -259479.031250 Penalty: 3815.288330
	Iteration 14Q: 3 clusters Score -259479 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -259528.421875 Penalty: 3815.288330
	Iteration 15Q: 3 clusters Score -259528.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -259592.921875 Penalty: 3815.288330
	Iteration 16Q: 3 clusters Score -259592.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -259694.265625 Penalty: 3815.288330
	Iteration 17Q: 3 clusters Score -259694.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -259793.609375 Penalty: 3815.288330
	Iteration 18Q: 3 clusters Score -259793.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -259892.718750 Penalty: 3815.288330
	Iteration 19Q: 3 clusters Score -259892.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -259985.562500 Penalty: 3815.288330
	Iteration 20F: 3 clusters Score -259985.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -260068.531250 Penalty: 3815.288330
	Iteration 21Q: 3 clusters Score -260068.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -260159.578125 Penalty: 3815.288330
	Iteration 22Q: 3 clusters Score -260159.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -260257.593750 Penalty: 3815.288330
	Iteration 23Q: 3 clusters Score -260257.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -260351.609375 Penalty: 3815.288330
	Iteration 24Q: 3 clusters Score -260351.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -260454.125000 Penalty: 3815.288330
	Iteration 25Q: 3 clusters Score -260454.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -260541.953125 Penalty: 3815.288330
	Iteration 26Q: 3 clusters Score -260542 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -260612.296875 Penalty: 3815.288330
	Iteration 27Q: 3 clusters Score -260612.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -260652.359375 Penalty: 3815.288330
	Iteration 28Q: 3 clusters Score -260652.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -260666.968750 Penalty: 3815.288330
	Iteration 29Q: 3 clusters Score -260667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -260677.687500 Penalty: 3815.288330
	Iteration 30Q: 3 clusters Score -260677.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -260681.031250 Penalty: 3815.288330
	Iteration 31Q: 3 clusters Score -260681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -260687.937500 Penalty: 3815.288330
	Iteration 32Q: 3 clusters Score -260687.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -260692.250000 Penalty: 3815.288330
	Iteration 33Q: 3 clusters Score -260692.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -260693.250000 Penalty: 3815.288330
	Iteration 34Q: 3 clusters Score -260693.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -260693.250000 Penalty: 3815.288330
	Iteration 35F: 3 clusters Score -260693.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (56940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56940 members 
Entering Unmasked Estep 
Score: -6905877.000000 Penalty: 2715.538818
	Iteration 0F: 2 clusters Score -6905877 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -6867649.500000 Penalty: 5431.077637
	Iteration 0F: 3 clusters Score -6867650 nChanged 26408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -6882088.500000 Penalty: 5431.077637
	Iteration 1F: 3 clusters Score -6882088 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32023 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -6882796.500000 Penalty: 5431.077637
	Iteration 2Q: 3 clusters Score -6882796 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34093 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -6883831.000000 Penalty: 5431.077637
	Iteration 3Q: 3 clusters Score -6883831 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -6885521.500000 Penalty: 5431.077637
	Iteration 4F: 3 clusters Score -6885522 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41065 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -6888458.500000 Penalty: 5431.077637
	Iteration 5F: 3 clusters Score -6888458 nChanged 4885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45920 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -6892581.000000 Penalty: 5431.077637
	Iteration 6F: 3 clusters Score -6892581 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50655 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -6897227.000000 Penalty: 5431.077637
	Iteration 7F: 3 clusters Score -6897227 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54080 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -6900720.000000 Penalty: 5431.077637
	Iteration 8F: 3 clusters Score -6900720 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55863 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -6902515.000000 Penalty: 5431.077637
	Iteration 9Q: 3 clusters Score -6902515 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56466 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -6903090.000000 Penalty: 5431.077637
	Iteration 10Q: 3 clusters Score -6903090 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56619 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -6903290.000000 Penalty: 5431.077637
	Iteration 11Q: 3 clusters Score -6903290 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56681 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -6903400.000000 Penalty: 5431.077637
	Iteration 12Q: 3 clusters Score -6903400 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56707 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -6903451.000000 Penalty: 5431.077637
	Iteration 13Q: 3 clusters Score -6903451 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56721 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -6903475.000000 Penalty: 5431.077637
	Iteration 14Q: 3 clusters Score -6903475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56727 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -6903497.500000 Penalty: 5431.077637
	Iteration 15Q: 3 clusters Score -6903498 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56729 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -6903499.000000 Penalty: 5431.077637
	Iteration 16Q: 3 clusters Score -6903499 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56732 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -6903503.000000 Penalty: 5431.077637
	Iteration 17Q: 3 clusters Score -6903503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56736 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -6903520.500000 Penalty: 5431.077637
	Iteration 18Q: 3 clusters Score -6903520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56736 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -6903524.000000 Penalty: 5431.077637
	Iteration 19Q: 3 clusters Score -6903524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56736 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -6903524.000000 Penalty: 5431.077637
	Iteration 20F: 3 clusters Score -6903524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (40541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40541 members 
Entering Unmasked Estep 
Score: -5119861.500000 Penalty: 2631.297119
	Iteration 0F: 2 clusters Score -5119862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -5092481.500000 Penalty: 5262.594238
	Iteration 0F: 3 clusters Score -5092482 nChanged 18391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -5102443.000000 Penalty: 5262.594238
	Iteration 1F: 3 clusters Score -5102443 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -5102917.000000 Penalty: 5262.594238
	Iteration 2Q: 3 clusters Score -5102917 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -5103310.500000 Penalty: 5262.594238
	Iteration 3Q: 3 clusters Score -5103310 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -5103624.000000 Penalty: 5262.594238
	Iteration 4Q: 3 clusters Score -5103624 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -5103975.500000 Penalty: 5262.594238
	Iteration 5Q: 3 clusters Score -5103976 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -5104363.500000 Penalty: 5262.594238
	Iteration 6Q: 3 clusters Score -5104364 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -5104862.500000 Penalty: 5262.594238
	Iteration 7Q: 3 clusters Score -5104862 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -5105589.000000 Penalty: 5262.594238
	Iteration 8Q: 3 clusters Score -5105589 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -5106584.000000 Penalty: 5262.594238
	Iteration 9Q: 3 clusters Score -5106584 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -5108113.500000 Penalty: 5262.594238
	Iteration 10F: 3 clusters Score -5108114 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -5109937.500000 Penalty: 5262.594238
	Iteration 11F: 3 clusters Score -5109938 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -5111842.500000 Penalty: 5262.594238
	Iteration 12F: 3 clusters Score -5111842 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -5113544.000000 Penalty: 5262.594238
	Iteration 13Q: 3 clusters Score -5113544 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33264 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -5114747.500000 Penalty: 5262.594238
	Iteration 14Q: 3 clusters Score -5114748 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33821 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -5115586.000000 Penalty: 5262.594238
	Iteration 15Q: 3 clusters Score -5115586 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -5116071.500000 Penalty: 5262.594238
	Iteration 16Q: 3 clusters Score -5116072 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -5116332.500000 Penalty: 5262.594238
	Iteration 17Q: 3 clusters Score -5116332 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -5116527.500000 Penalty: 5262.594238
	Iteration 18Q: 3 clusters Score -5116528 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34862 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -5116758.500000 Penalty: 5262.594238
	Iteration 19Q: 3 clusters Score -5116758 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34991 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -5116891.500000 Penalty: 5262.594238
	Iteration 20F: 3 clusters Score -5116892 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35117 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -5116995.500000 Penalty: 5262.594238
	Iteration 21Q: 3 clusters Score -5116996 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -5117060.000000 Penalty: 5262.594238
	Iteration 22Q: 3 clusters Score -5117060 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35348 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -5117129.500000 Penalty: 5262.594238
	Iteration 23Q: 3 clusters Score -5117130 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -5117161.500000 Penalty: 5262.594238
	Iteration 24Q: 3 clusters Score -5117162 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -5117189.000000 Penalty: 5262.594238
	Iteration 25Q: 3 clusters Score -5117189 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -5117220.500000 Penalty: 5262.594238
	Iteration 26Q: 3 clusters Score -5117220 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -5117218.000000 Penalty: 5262.594238
	Iteration 27Q: 3 clusters Score -5117218 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35666 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -5117241.000000 Penalty: 5262.594238
	Iteration 28Q: 3 clusters Score -5117241 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -5117255.000000 Penalty: 5262.594238
	Iteration 29Q: 3 clusters Score -5117255 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35776 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -5117252.000000 Penalty: 5262.594238
	Iteration 30Q: 3 clusters Score -5117252 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35812 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -5117269.000000 Penalty: 5262.594238
	Iteration 31Q: 3 clusters Score -5117269 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -5117278.500000 Penalty: 5262.594238
	Iteration 32Q: 3 clusters Score -5117278 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35889 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -5117286.500000 Penalty: 5262.594238
	Iteration 33Q: 3 clusters Score -5117286 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -5117311.500000 Penalty: 5262.594238
	Iteration 34Q: 3 clusters Score -5117312 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -5117310.500000 Penalty: 5262.594238
	Iteration 35Q: 3 clusters Score -5117310 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -5117305.000000 Penalty: 5262.594238
	Iteration 36Q: 3 clusters Score -5117305 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36052 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -5117314.000000 Penalty: 5262.594238
	Iteration 37Q: 3 clusters Score -5117314 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36088 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -5117310.500000 Penalty: 5262.594238
	Iteration 38Q: 3 clusters Score -5117310 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36129 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -5117314.500000 Penalty: 5262.594238
	Iteration 39Q: 3 clusters Score -5117314 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36163 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -5117317.500000 Penalty: 5262.594238
	Iteration 40F: 3 clusters Score -5117318 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36200 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -5117314.000000 Penalty: 5262.594238
	Iteration 41Q: 3 clusters Score -5117314 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -5117313.000000 Penalty: 5262.594238
	Iteration 42Q: 3 clusters Score -5117313 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -5117344.000000 Penalty: 5262.594238
	Iteration 43Q: 3 clusters Score -5117344 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -5117354.000000 Penalty: 5262.594238
	Iteration 44Q: 3 clusters Score -5117354 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36360 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -5117349.500000 Penalty: 5262.594238
	Iteration 45Q: 3 clusters Score -5117350 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36394 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -5117353.500000 Penalty: 5262.594238
	Iteration 46Q: 3 clusters Score -5117354 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36418 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -5117373.000000 Penalty: 5262.594238
	Iteration 47Q: 3 clusters Score -5117373 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36449 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -5117369.000000 Penalty: 5262.594238
	Iteration 48Q: 3 clusters Score -5117369 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36481 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -5117369.500000 Penalty: 5262.594238
	Iteration 49Q: 3 clusters Score -5117370 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36516 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -5117365.500000 Penalty: 5262.594238
	Iteration 50Q: 3 clusters Score -5117366 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -5117379.000000 Penalty: 5262.594238
	Iteration 51Q: 3 clusters Score -5117379 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36586 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -5117385.500000 Penalty: 5262.594238
	Iteration 52Q: 3 clusters Score -5117386 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36619 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -5117396.500000 Penalty: 5262.594238
	Iteration 53Q: 3 clusters Score -5117396 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36653 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -5117409.500000 Penalty: 5262.594238
	Iteration 54Q: 3 clusters Score -5117410 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36682 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -5117411.000000 Penalty: 5262.594238
	Iteration 55Q: 3 clusters Score -5117411 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36711 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -5117409.000000 Penalty: 5262.594238
	Iteration 56Q: 3 clusters Score -5117409 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36731 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -5117423.500000 Penalty: 5262.594238
	Iteration 57Q: 3 clusters Score -5117424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36753 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -5117424.000000 Penalty: 5262.594238
	Iteration 58Q: 3 clusters Score -5117424 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36782 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -5117423.000000 Penalty: 5262.594238
	Iteration 59Q: 3 clusters Score -5117423 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36803 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -5117418.500000 Penalty: 5262.594238
	Iteration 60F: 3 clusters Score -5117418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36819 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -5117418.000000 Penalty: 5262.594238
	Iteration 61Q: 3 clusters Score -5117418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36832 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -5117420.000000 Penalty: 5262.594238
	Iteration 62Q: 3 clusters Score -5117420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -5117421.500000 Penalty: 5262.594238
	Iteration 63Q: 3 clusters Score -5117422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36850 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -5117429.000000 Penalty: 5262.594238
	Iteration 64Q: 3 clusters Score -5117429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36859 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -5117425.500000 Penalty: 5262.594238
	Iteration 65Q: 3 clusters Score -5117426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -5117422.500000 Penalty: 5262.594238
	Iteration 66Q: 3 clusters Score -5117422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -5117428.500000 Penalty: 5262.594238
	Iteration 67Q: 3 clusters Score -5117428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -5117427.500000 Penalty: 5262.594238
	Iteration 68Q: 3 clusters Score -5117428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36875 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -5117428.500000 Penalty: 5262.594238
	Iteration 69Q: 3 clusters Score -5117428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36878 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -5117426.000000 Penalty: 5262.594238
	Iteration 70Q: 3 clusters Score -5117426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36881 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -5117428.500000 Penalty: 5262.594238
	Iteration 71Q: 3 clusters Score -5117428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36884 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -5117423.000000 Penalty: 5262.594238
	Iteration 72Q: 3 clusters Score -5117423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36888 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -5117425.000000 Penalty: 5262.594238
	Iteration 73Q: 3 clusters Score -5117425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -5117418.500000 Penalty: 5262.594238
	Iteration 74Q: 3 clusters Score -5117418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -5117421.500000 Penalty: 5262.594238
	Iteration 75Q: 3 clusters Score -5117422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -5117421.500000 Penalty: 5262.594238
	Iteration 76F: 3 clusters Score -5117422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Entering Unmasked Estep 
Score: -837755.812500 Penalty: 2181.979248
	Iteration 0F: 2 clusters Score -837755.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -832196.562500 Penalty: 4363.958496
	Iteration 0F: 3 clusters Score -832196.6 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -833609.437500 Penalty: 4363.958496
	Iteration 1F: 3 clusters Score -833609.4 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -833907.937500 Penalty: 4363.958496
	Iteration 2F: 3 clusters Score -833907.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -834106.937500 Penalty: 4363.958496
	Iteration 3F: 3 clusters Score -834106.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -834257.625000 Penalty: 4363.958496
	Iteration 4Q: 3 clusters Score -834257.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -834391.375000 Penalty: 4363.958496
	Iteration 5Q: 3 clusters Score -834391.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -834514.437500 Penalty: 4363.958496
	Iteration 6Q: 3 clusters Score -834514.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -834643.937500 Penalty: 4363.958496
	Iteration 7Q: 3 clusters Score -834643.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -834818.250000 Penalty: 4363.958496
	Iteration 8Q: 3 clusters Score -834818.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -835039.375000 Penalty: 4363.958496
	Iteration 9Q: 3 clusters Score -835039.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -835236.062500 Penalty: 4363.958496
	Iteration 10Q: 3 clusters Score -835236.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -835405.937500 Penalty: 4363.958496
	Iteration 11Q: 3 clusters Score -835405.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -835565.562500 Penalty: 4363.958496
	Iteration 12Q: 3 clusters Score -835565.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -835684.000000 Penalty: 4363.958496
	Iteration 13Q: 3 clusters Score -835684 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -835764.375000 Penalty: 4363.958496
	Iteration 14Q: 3 clusters Score -835764.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -835845.437500 Penalty: 4363.958496
	Iteration 15Q: 3 clusters Score -835845.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -835899.812500 Penalty: 4363.958496
	Iteration 16Q: 3 clusters Score -835899.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -835938.500000 Penalty: 4363.958496
	Iteration 17Q: 3 clusters Score -835938.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -835961.375000 Penalty: 4363.958496
	Iteration 18Q: 3 clusters Score -835961.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -835978.687500 Penalty: 4363.958496
	Iteration 19Q: 3 clusters Score -835978.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -836002.625000 Penalty: 4363.958496
	Iteration 20F: 3 clusters Score -836002.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -836022.312500 Penalty: 4363.958496
	Iteration 21Q: 3 clusters Score -836022.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -836035.437500 Penalty: 4363.958496
	Iteration 22Q: 3 clusters Score -836035.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -836042.437500 Penalty: 4363.958496
	Iteration 23Q: 3 clusters Score -836042.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -836046.687500 Penalty: 4363.958496
	Iteration 24Q: 3 clusters Score -836046.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -836053.187500 Penalty: 4363.958496
	Iteration 25Q: 3 clusters Score -836053.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -836058.375000 Penalty: 4363.958496
	Iteration 26Q: 3 clusters Score -836058.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -836064.875000 Penalty: 4363.958496
	Iteration 27Q: 3 clusters Score -836064.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -836068.625000 Penalty: 4363.958496
	Iteration 28Q: 3 clusters Score -836068.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -836071.500000 Penalty: 4363.958496
	Iteration 29Q: 3 clusters Score -836071.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -836073.000000 Penalty: 4363.958496
	Iteration 30Q: 3 clusters Score -836073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -836077.625000 Penalty: 4363.958496
	Iteration 31Q: 3 clusters Score -836077.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -836079.250000 Penalty: 4363.958496
	Iteration 32Q: 3 clusters Score -836079.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -836080.250000 Penalty: 4363.958496
	Iteration 33Q: 3 clusters Score -836080.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -836081.312500 Penalty: 4363.958496
	Iteration 34Q: 3 clusters Score -836081.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -836083.375000 Penalty: 4363.958496
	Iteration 35Q: 3 clusters Score -836083.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -836087.000000 Penalty: 4363.958496
	Iteration 36Q: 3 clusters Score -836087 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -836088.562500 Penalty: 4363.958496
	Iteration 37Q: 3 clusters Score -836088.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -836088.562500 Penalty: 4363.958496
	Iteration 38F: 3 clusters Score -836088.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (312959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312959 members 
Entering Unmasked Estep 
Score: -38761872.000000 Penalty: 3138.149170
	Iteration 0F: 2 clusters Score -3.876187e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156837 members 
Mstep: Class 2 contains 156122 members 
Entering Unmasked Estep 
Score: -38576004.000000 Penalty: 6276.298340
	Iteration 0F: 3 clusters Score -3.8576e+07 nChanged 151738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163209 members 
Mstep: Class 2 contains 149750 members 
Entering Unmasked Estep 
Score: -38666084.000000 Penalty: 6276.298340
	Iteration 1F: 3 clusters Score -3.866608e+07 nChanged 7916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167287 members 
Mstep: Class 2 contains 145672 members 
Entering Unmasked Estep 
Score: -38667684.000000 Penalty: 6276.298340
	Iteration 2Q: 3 clusters Score -3.866768e+07 nChanged 9603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173738 members 
Mstep: Class 2 contains 139221 members 
Entering Unmasked Estep 
Score: -38670680.000000 Penalty: 6276.298340
	Iteration 3Q: 3 clusters Score -3.867068e+07 nChanged 12537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183857 members 
Mstep: Class 2 contains 129102 members 
Entering Unmasked Estep 
Score: -38674872.000000 Penalty: 6276.298340
	Iteration 4Q: 3 clusters Score -3.867487e+07 nChanged 17126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198925 members 
Mstep: Class 2 contains 114034 members 
Entering Unmasked Estep 
Score: -38683260.000000 Penalty: 6276.298340
	Iteration 5F: 3 clusters Score -3.868326e+07 nChanged 22347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219682 members 
Mstep: Class 2 contains 93277 members 
Entering Unmasked Estep 
Score: -38696320.000000 Penalty: 6276.298340
	Iteration 6F: 3 clusters Score -3.869632e+07 nChanged 25253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243841 members 
Mstep: Class 2 contains 69118 members 
Entering Unmasked Estep 
Score: -38713324.000000 Penalty: 6276.298340
	Iteration 7F: 3 clusters Score -3.871332e+07 nChanged 22529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265656 members 
Mstep: Class 2 contains 47303 members 
Entering Unmasked Estep 
Score: -38729436.000000 Penalty: 6276.298340
	Iteration 8F: 3 clusters Score -3.872944e+07 nChanged 15825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280825 members 
Mstep: Class 2 contains 32134 members 
Entering Unmasked Estep 
Score: -38741380.000000 Penalty: 6276.298340
	Iteration 9F: 3 clusters Score -3.874138e+07 nChanged 9923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290004 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -38749432.000000 Penalty: 6276.298340
	Iteration 10Q: 3 clusters Score -3.874943e+07 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295677 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -38755664.000000 Penalty: 6276.298340
	Iteration 11Q: 3 clusters Score -3.875566e+07 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299754 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -38759868.000000 Penalty: 6276.298340
	Iteration 12Q: 3 clusters Score -3.875987e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303222 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -38761856.000000 Penalty: 6276.298340
	Iteration 13Q: 3 clusters Score -3.876186e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306035 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -38762652.000000 Penalty: 6276.298340
	Iteration 14Q: 3 clusters Score -3.876265e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308151 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -38762132.000000 Penalty: 6276.298340
	Iteration 15Q: 3 clusters Score -3.876213e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309743 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -38761504.000000 Penalty: 6276.298340
	Iteration 16Q: 3 clusters Score -3.87615e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310826 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -38760832.000000 Penalty: 6276.298340
	Iteration 17Q: 3 clusters Score -3.876083e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311469 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -38760420.000000 Penalty: 6276.298340
	Iteration 18Q: 3 clusters Score -3.876042e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311843 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -38760200.000000 Penalty: 6276.298340
	Iteration 19Q: 3 clusters Score -3.87602e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312082 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -38760020.000000 Penalty: 6276.298340
	Iteration 20F: 3 clusters Score -3.876002e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312225 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -38759904.000000 Penalty: 6276.298340
	Iteration 21Q: 3 clusters Score -3.87599e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312321 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -38759864.000000 Penalty: 6276.298340
	Iteration 22Q: 3 clusters Score -3.875986e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312395 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -38759824.000000 Penalty: 6276.298340
	Iteration 23Q: 3 clusters Score -3.875982e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312442 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -38759816.000000 Penalty: 6276.298340
	Iteration 24Q: 3 clusters Score -3.875982e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312473 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -38759740.000000 Penalty: 6276.298340
	Iteration 25Q: 3 clusters Score -3.875974e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312494 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -38759720.000000 Penalty: 6276.298340
	Iteration 26Q: 3 clusters Score -3.875972e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312510 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -38759760.000000 Penalty: 6276.298340
	Iteration 27Q: 3 clusters Score -3.875976e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312520 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -38759768.000000 Penalty: 6276.298340
	Iteration 28Q: 3 clusters Score -3.875977e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312531 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -38759796.000000 Penalty: 6276.298340
	Iteration 29Q: 3 clusters Score -3.87598e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312537 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -38759776.000000 Penalty: 6276.298340
	Iteration 30Q: 3 clusters Score -3.875978e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312542 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -38759756.000000 Penalty: 6276.298340
	Iteration 31Q: 3 clusters Score -3.875976e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312547 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -38759756.000000 Penalty: 6276.298340
	Iteration 32Q: 3 clusters Score -3.875976e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312554 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -38759752.000000 Penalty: 6276.298340
	Iteration 33Q: 3 clusters Score -3.875975e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312560 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -38759744.000000 Penalty: 6276.298340
	Iteration 34Q: 3 clusters Score -3.875974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312564 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -38759736.000000 Penalty: 6276.298340
	Iteration 35Q: 3 clusters Score -3.875974e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312567 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -38759744.000000 Penalty: 6276.298340
	Iteration 36Q: 3 clusters Score -3.875974e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312567 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -38759756.000000 Penalty: 6276.298340
	Iteration 37Q: 3 clusters Score -3.875976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312569 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -38759744.000000 Penalty: 6276.298340
	Iteration 38Q: 3 clusters Score -3.875974e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312570 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -38759756.000000 Penalty: 6276.298340
	Iteration 39Q: 3 clusters Score -3.875976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312571 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -38759748.000000 Penalty: 6276.298340
	Iteration 40F: 3 clusters Score -3.875975e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (34023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34023 members 
Entering Unmasked Estep 
Score: -4269728.500000 Penalty: 2587.828613
	Iteration 0F: 2 clusters Score -4269728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -4246530.500000 Penalty: 5175.657227
	Iteration 0F: 3 clusters Score -4246530 nChanged 15442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17937 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -4255183.000000 Penalty: 5175.657227
	Iteration 1F: 3 clusters Score -4255183 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -4255740.500000 Penalty: 5175.657227
	Iteration 2Q: 3 clusters Score -4255740 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -4256242.500000 Penalty: 5175.657227
	Iteration 3Q: 3 clusters Score -4256242 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -4256823.000000 Penalty: 5175.657227
	Iteration 4Q: 3 clusters Score -4256823 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -4257584.000000 Penalty: 5175.657227
	Iteration 5Q: 3 clusters Score -4257584 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -4258651.000000 Penalty: 5175.657227
	Iteration 6F: 3 clusters Score -4258651 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -4260045.500000 Penalty: 5175.657227
	Iteration 7F: 3 clusters Score -4260046 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 7528 members 
Entering Unmasked Estep 
Score: -4261847.000000 Penalty: 5175.657227
	Iteration 8F: 3 clusters Score -4261847 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -4263735.500000 Penalty: 5175.657227
	Iteration 9F: 3 clusters Score -4263736 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -4265196.500000 Penalty: 5175.657227
	Iteration 10Q: 3 clusters Score -4265196 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -4266172.500000 Penalty: 5175.657227
	Iteration 11Q: 3 clusters Score -4266172 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -4266824.000000 Penalty: 5175.657227
	Iteration 12Q: 3 clusters Score -4266824 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32173 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -4267217.000000 Penalty: 5175.657227
	Iteration 13Q: 3 clusters Score -4267217 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32391 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -4267440.500000 Penalty: 5175.657227
	Iteration 14Q: 3 clusters Score -4267440 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32542 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4267577.000000 Penalty: 5175.657227
	Iteration 15Q: 3 clusters Score -4267577 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32653 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -4267660.500000 Penalty: 5175.657227
	Iteration 16Q: 3 clusters Score -4267660 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -4267719.500000 Penalty: 5175.657227
	Iteration 17Q: 3 clusters Score -4267720 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32794 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -4267762.500000 Penalty: 5175.657227
	Iteration 18Q: 3 clusters Score -4267762 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32845 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -4267789.000000 Penalty: 5175.657227
	Iteration 19Q: 3 clusters Score -4267789 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -4267798.500000 Penalty: 5175.657227
	Iteration 20F: 3 clusters Score -4267798 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -4267802.000000 Penalty: 5175.657227
	Iteration 21Q: 3 clusters Score -4267802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -4267810.000000 Penalty: 5175.657227
	Iteration 22Q: 3 clusters Score -4267810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32934 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -4267818.500000 Penalty: 5175.657227
	Iteration 23Q: 3 clusters Score -4267818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32946 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -4267821.000000 Penalty: 5175.657227
	Iteration 24Q: 3 clusters Score -4267821 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4267824.500000 Penalty: 5175.657227
	Iteration 25Q: 3 clusters Score -4267824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -4267830.500000 Penalty: 5175.657227
	Iteration 26Q: 3 clusters Score -4267830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32962 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -4267831.500000 Penalty: 5175.657227
	Iteration 27Q: 3 clusters Score -4267832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -4267834.000000 Penalty: 5175.657227
	Iteration 28Q: 3 clusters Score -4267834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32972 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -4267836.500000 Penalty: 5175.657227
	Iteration 29Q: 3 clusters Score -4267836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32974 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -4267832.500000 Penalty: 5175.657227
	Iteration 30Q: 3 clusters Score -4267832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32976 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4267833.000000 Penalty: 5175.657227
	Iteration 31Q: 3 clusters Score -4267833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -4267832.000000 Penalty: 5175.657227
	Iteration 32Q: 3 clusters Score -4267832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -4267833.000000 Penalty: 5175.657227
	Iteration 33Q: 3 clusters Score -4267833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -4267833.000000 Penalty: 5175.657227
	Iteration 34F: 3 clusters Score -4267833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (5206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Entering Unmasked Estep 
Score: -608721.687500 Penalty: 2122.276611
	Iteration 0F: 2 clusters Score -608721.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -604118.750000 Penalty: 4244.553223
	Iteration 0F: 3 clusters Score -604118.8 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -605333.875000 Penalty: 4244.553223
	Iteration 1F: 3 clusters Score -605333.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -605762.625000 Penalty: 4244.553223
	Iteration 2F: 3 clusters Score -605762.6 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -606228.062500 Penalty: 4244.553223
	Iteration 3F: 3 clusters Score -606228.1 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -606582.750000 Penalty: 4244.553223
	Iteration 4F: 3 clusters Score -606582.8 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -606877.062500 Penalty: 4244.553223
	Iteration 5F: 3 clusters Score -606877.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -607105.500000 Penalty: 4244.553223
	Iteration 6F: 3 clusters Score -607105.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -607330.437500 Penalty: 4244.553223
	Iteration 7Q: 3 clusters Score -607330.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -607529.750000 Penalty: 4244.553223
	Iteration 8Q: 3 clusters Score -607529.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -607692.000000 Penalty: 4244.553223
	Iteration 9Q: 3 clusters Score -607692 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -607848.000000 Penalty: 4244.553223
	Iteration 10Q: 3 clusters Score -607848 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -607984.562500 Penalty: 4244.553223
	Iteration 11Q: 3 clusters Score -607984.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -608102.937500 Penalty: 4244.553223
	Iteration 12Q: 3 clusters Score -608102.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -608213.750000 Penalty: 4244.553223
	Iteration 13Q: 3 clusters Score -608213.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -608269.750000 Penalty: 4244.553223
	Iteration 14Q: 3 clusters Score -608269.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -608300.500000 Penalty: 4244.553223
	Iteration 15Q: 3 clusters Score -608300.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -608322.625000 Penalty: 4244.553223
	Iteration 16Q: 3 clusters Score -608322.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -608339.125000 Penalty: 4244.553223
	Iteration 17Q: 3 clusters Score -608339.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -608343.625000 Penalty: 4244.553223
	Iteration 18Q: 3 clusters Score -608343.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -608344.937500 Penalty: 4244.553223
	Iteration 19Q: 3 clusters Score -608344.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -608345.500000 Penalty: 4244.553223
	Iteration 20F: 3 clusters Score -608345.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -608346.562500 Penalty: 4244.553223
	Iteration 21Q: 3 clusters Score -608346.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -608347.250000 Penalty: 4244.553223
	Iteration 22Q: 3 clusters Score -608347.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -608347.250000 Penalty: 4244.553223
	Iteration 23F: 3 clusters Score -608347.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (182856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182856 members 
Entering Unmasked Estep 
Score: -22717088.000000 Penalty: 3004.880615
	Iteration 0F: 2 clusters Score -2.271709e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91374 members 
Mstep: Class 2 contains 91482 members 
Entering Unmasked Estep 
Score: -22598284.000000 Penalty: 6009.761230
	Iteration 0F: 3 clusters Score -2.259828e+07 nChanged 87778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91124 members 
Mstep: Class 2 contains 91732 members 
Entering Unmasked Estep 
Score: -22650896.000000 Penalty: 6009.761230
	Iteration 1F: 3 clusters Score -2.26509e+07 nChanged 6895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90961 members 
Mstep: Class 2 contains 91895 members 
Entering Unmasked Estep 
Score: -22653322.000000 Penalty: 6009.761230
	Iteration 2Q: 3 clusters Score -2.265332e+07 nChanged 8365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90600 members 
Mstep: Class 2 contains 92256 members 
Entering Unmasked Estep 
Score: -22657428.000000 Penalty: 6009.761230
	Iteration 3Q: 3 clusters Score -2.265743e+07 nChanged 10281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90177 members 
Mstep: Class 2 contains 92679 members 
Entering Unmasked Estep 
Score: -22663354.000000 Penalty: 6009.761230
	Iteration 4F: 3 clusters Score -2.266335e+07 nChanged 11772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89837 members 
Mstep: Class 2 contains 93019 members 
Entering Unmasked Estep 
Score: -22671314.000000 Penalty: 6009.761230
	Iteration 5F: 3 clusters Score -2.267131e+07 nChanged 12735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89694 members 
Mstep: Class 2 contains 93162 members 
Entering Unmasked Estep 
Score: -22680696.000000 Penalty: 6009.761230
	Iteration 6F: 3 clusters Score -2.26807e+07 nChanged 12299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89719 members 
Mstep: Class 2 contains 93137 members 
Entering Unmasked Estep 
Score: -22689128.000000 Penalty: 6009.761230
	Iteration 7F: 3 clusters Score -2.268913e+07 nChanged 9991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89790 members 
Mstep: Class 2 contains 93066 members 
Entering Unmasked Estep 
Score: -22694158.000000 Penalty: 6009.761230
	Iteration 8F: 3 clusters Score -2.269416e+07 nChanged 6956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89748 members 
Mstep: Class 2 contains 93108 members 
Entering Unmasked Estep 
Score: -22696540.000000 Penalty: 6009.761230
	Iteration 9Q: 3 clusters Score -2.269654e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89732 members 
Mstep: Class 2 contains 93124 members 
Entering Unmasked Estep 
Score: -22697524.000000 Penalty: 6009.761230
	Iteration 10Q: 3 clusters Score -2.269752e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89716 members 
Mstep: Class 2 contains 93140 members 
Entering Unmasked Estep 
Score: -22698154.000000 Penalty: 6009.761230
	Iteration 11Q: 3 clusters Score -2.269815e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89702 members 
Mstep: Class 2 contains 93154 members 
Entering Unmasked Estep 
Score: -22698538.000000 Penalty: 6009.761230
	Iteration 12Q: 3 clusters Score -2.269854e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89677 members 
Mstep: Class 2 contains 93179 members 
Entering Unmasked Estep 
Score: -22698912.000000 Penalty: 6009.761230
	Iteration 13Q: 3 clusters Score -2.269891e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89672 members 
Mstep: Class 2 contains 93184 members 
Entering Unmasked Estep 
Score: -22699152.000000 Penalty: 6009.761230
	Iteration 14Q: 3 clusters Score -2.269915e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89648 members 
Mstep: Class 2 contains 93208 members 
Entering Unmasked Estep 
Score: -22699454.000000 Penalty: 6009.761230
	Iteration 15Q: 3 clusters Score -2.269945e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89657 members 
Mstep: Class 2 contains 93199 members 
Entering Unmasked Estep 
Score: -22699712.000000 Penalty: 6009.761230
	Iteration 16Q: 3 clusters Score -2.269971e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89738 members 
Mstep: Class 2 contains 93118 members 
Entering Unmasked Estep 
Score: -22699824.000000 Penalty: 6009.761230
	Iteration 17Q: 3 clusters Score -2.269982e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89902 members 
Mstep: Class 2 contains 92954 members 
Entering Unmasked Estep 
Score: -22700076.000000 Penalty: 6009.761230
	Iteration 18Q: 3 clusters Score -2.270008e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90139 members 
Mstep: Class 2 contains 92717 members 
Entering Unmasked Estep 
Score: -22700188.000000 Penalty: 6009.761230
	Iteration 19Q: 3 clusters Score -2.270019e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90410 members 
Mstep: Class 2 contains 92446 members 
Entering Unmasked Estep 
Score: -22700296.000000 Penalty: 6009.761230
	Iteration 20F: 3 clusters Score -2.27003e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90678 members 
Mstep: Class 2 contains 92178 members 
Entering Unmasked Estep 
Score: -22700466.000000 Penalty: 6009.761230
	Iteration 21Q: 3 clusters Score -2.270047e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90921 members 
Mstep: Class 2 contains 91935 members 
Entering Unmasked Estep 
Score: -22700550.000000 Penalty: 6009.761230
	Iteration 22Q: 3 clusters Score -2.270055e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91133 members 
Mstep: Class 2 contains 91723 members 
Entering Unmasked Estep 
Score: -22700668.000000 Penalty: 6009.761230
	Iteration 23Q: 3 clusters Score -2.270067e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91429 members 
Mstep: Class 2 contains 91427 members 
Entering Unmasked Estep 
Score: -22700798.000000 Penalty: 6009.761230
	Iteration 24Q: 3 clusters Score -2.27008e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91711 members 
Mstep: Class 2 contains 91145 members 
Entering Unmasked Estep 
Score: -22700902.000000 Penalty: 6009.761230
	Iteration 25Q: 3 clusters Score -2.27009e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92059 members 
Mstep: Class 2 contains 90797 members 
Entering Unmasked Estep 
Score: -22700996.000000 Penalty: 6009.761230
	Iteration 26Q: 3 clusters Score -2.2701e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92424 members 
Mstep: Class 2 contains 90432 members 
Entering Unmasked Estep 
Score: -22701162.000000 Penalty: 6009.761230
	Iteration 27Q: 3 clusters Score -2.270116e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92763 members 
Mstep: Class 2 contains 90093 members 
Entering Unmasked Estep 
Score: -22701212.000000 Penalty: 6009.761230
	Iteration 28Q: 3 clusters Score -2.270121e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93084 members 
Mstep: Class 2 contains 89772 members 
Entering Unmasked Estep 
Score: -22701314.000000 Penalty: 6009.761230
	Iteration 29Q: 3 clusters Score -2.270131e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93366 members 
Mstep: Class 2 contains 89490 members 
Entering Unmasked Estep 
Score: -22701330.000000 Penalty: 6009.761230
	Iteration 30Q: 3 clusters Score -2.270133e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93653 members 
Mstep: Class 2 contains 89203 members 
Entering Unmasked Estep 
Score: -22701396.000000 Penalty: 6009.761230
	Iteration 31Q: 3 clusters Score -2.27014e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93968 members 
Mstep: Class 2 contains 88888 members 
Entering Unmasked Estep 
Score: -22701498.000000 Penalty: 6009.761230
	Iteration 32Q: 3 clusters Score -2.27015e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94290 members 
Mstep: Class 2 contains 88566 members 
Entering Unmasked Estep 
Score: -22701554.000000 Penalty: 6009.761230
	Iteration 33Q: 3 clusters Score -2.270155e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94601 members 
Mstep: Class 2 contains 88255 members 
Entering Unmasked Estep 
Score: -22701648.000000 Penalty: 6009.761230
	Iteration 34Q: 3 clusters Score -2.270165e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94916 members 
Mstep: Class 2 contains 87940 members 
Entering Unmasked Estep 
Score: -22701660.000000 Penalty: 6009.761230
	Iteration 35Q: 3 clusters Score -2.270166e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95234 members 
Mstep: Class 2 contains 87622 members 
Entering Unmasked Estep 
Score: -22701664.000000 Penalty: 6009.761230
	Iteration 36Q: 3 clusters Score -2.270166e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95528 members 
Mstep: Class 2 contains 87328 members 
Entering Unmasked Estep 
Score: -22701644.000000 Penalty: 6009.761230
	Iteration 37Q: 3 clusters Score -2.270164e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95806 members 
Mstep: Class 2 contains 87050 members 
Entering Unmasked Estep 
Score: -22701666.000000 Penalty: 6009.761230
	Iteration 38Q: 3 clusters Score -2.270167e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96073 members 
Mstep: Class 2 contains 86783 members 
Entering Unmasked Estep 
Score: -22701700.000000 Penalty: 6009.761230
	Iteration 39Q: 3 clusters Score -2.27017e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96328 members 
Mstep: Class 2 contains 86528 members 
Entering Unmasked Estep 
Score: -22701732.000000 Penalty: 6009.761230
	Iteration 40F: 3 clusters Score -2.270173e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96585 members 
Mstep: Class 2 contains 86271 members 
Entering Unmasked Estep 
Score: -22701760.000000 Penalty: 6009.761230
	Iteration 41Q: 3 clusters Score -2.270176e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96823 members 
Mstep: Class 2 contains 86033 members 
Entering Unmasked Estep 
Score: -22701782.000000 Penalty: 6009.761230
	Iteration 42Q: 3 clusters Score -2.270178e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97055 members 
Mstep: Class 2 contains 85801 members 
Entering Unmasked Estep 
Score: -22701768.000000 Penalty: 6009.761230
	Iteration 43Q: 3 clusters Score -2.270177e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97266 members 
Mstep: Class 2 contains 85590 members 
Entering Unmasked Estep 
Score: -22701784.000000 Penalty: 6009.761230
	Iteration 44Q: 3 clusters Score -2.270178e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97469 members 
Mstep: Class 2 contains 85387 members 
Entering Unmasked Estep 
Score: -22701742.000000 Penalty: 6009.761230
	Iteration 45Q: 3 clusters Score -2.270174e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97654 members 
Mstep: Class 2 contains 85202 members 
Entering Unmasked Estep 
Score: -22701758.000000 Penalty: 6009.761230
	Iteration 46Q: 3 clusters Score -2.270176e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97836 members 
Mstep: Class 2 contains 85020 members 
Entering Unmasked Estep 
Score: -22701726.000000 Penalty: 6009.761230
	Iteration 47Q: 3 clusters Score -2.270173e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98035 members 
Mstep: Class 2 contains 84821 members 
Entering Unmasked Estep 
Score: -22701730.000000 Penalty: 6009.761230
	Iteration 48Q: 3 clusters Score -2.270173e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98218 members 
Mstep: Class 2 contains 84638 members 
Entering Unmasked Estep 
Score: -22701696.000000 Penalty: 6009.761230
	Iteration 49Q: 3 clusters Score -2.27017e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98405 members 
Mstep: Class 2 contains 84451 members 
Entering Unmasked Estep 
Score: -22701684.000000 Penalty: 6009.761230
	Iteration 50Q: 3 clusters Score -2.270168e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98597 members 
Mstep: Class 2 contains 84259 members 
Entering Unmasked Estep 
Score: -22701700.000000 Penalty: 6009.761230
	Iteration 51Q: 3 clusters Score -2.27017e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98794 members 
Mstep: Class 2 contains 84062 members 
Entering Unmasked Estep 
Score: -22701708.000000 Penalty: 6009.761230
	Iteration 52Q: 3 clusters Score -2.270171e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98972 members 
Mstep: Class 2 contains 83884 members 
Entering Unmasked Estep 
Score: -22701734.000000 Penalty: 6009.761230
	Iteration 53Q: 3 clusters Score -2.270173e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99140 members 
Mstep: Class 2 contains 83716 members 
Entering Unmasked Estep 
Score: -22701724.000000 Penalty: 6009.761230
	Iteration 54Q: 3 clusters Score -2.270172e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99298 members 
Mstep: Class 2 contains 83558 members 
Entering Unmasked Estep 
Score: -22701732.000000 Penalty: 6009.761230
	Iteration 55Q: 3 clusters Score -2.270173e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99464 members 
Mstep: Class 2 contains 83392 members 
Entering Unmasked Estep 
Score: -22701744.000000 Penalty: 6009.761230
	Iteration 56Q: 3 clusters Score -2.270174e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99643 members 
Mstep: Class 2 contains 83213 members 
Entering Unmasked Estep 
Score: -22701794.000000 Penalty: 6009.761230
	Iteration 57Q: 3 clusters Score -2.270179e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99815 members 
Mstep: Class 2 contains 83041 members 
Entering Unmasked Estep 
Score: -22701828.000000 Penalty: 6009.761230
	Iteration 58Q: 3 clusters Score -2.270183e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100007 members 
Mstep: Class 2 contains 82849 members 
Entering Unmasked Estep 
Score: -22701816.000000 Penalty: 6009.761230
	Iteration 59Q: 3 clusters Score -2.270182e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100197 members 
Mstep: Class 2 contains 82659 members 
Entering Unmasked Estep 
Score: -22701810.000000 Penalty: 6009.761230
	Iteration 60F: 3 clusters Score -2.270181e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100388 members 
Mstep: Class 2 contains 82468 members 
Entering Unmasked Estep 
Score: -22701790.000000 Penalty: 6009.761230
	Iteration 61Q: 3 clusters Score -2.270179e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100584 members 
Mstep: Class 2 contains 82272 members 
Entering Unmasked Estep 
Score: -22701748.000000 Penalty: 6009.761230
	Iteration 62Q: 3 clusters Score -2.270175e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100799 members 
Mstep: Class 2 contains 82057 members 
Entering Unmasked Estep 
Score: -22701802.000000 Penalty: 6009.761230
	Iteration 63Q: 3 clusters Score -2.27018e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101026 members 
Mstep: Class 2 contains 81830 members 
Entering Unmasked Estep 
Score: -22701824.000000 Penalty: 6009.761230
	Iteration 64Q: 3 clusters Score -2.270182e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101242 members 
Mstep: Class 2 contains 81614 members 
Entering Unmasked Estep 
Score: -22701800.000000 Penalty: 6009.761230
	Iteration 65Q: 3 clusters Score -2.27018e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101475 members 
Mstep: Class 2 contains 81381 members 
Entering Unmasked Estep 
Score: -22701788.000000 Penalty: 6009.761230
	Iteration 66Q: 3 clusters Score -2.270179e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101709 members 
Mstep: Class 2 contains 81147 members 
Entering Unmasked Estep 
Score: -22701828.000000 Penalty: 6009.761230
	Iteration 67Q: 3 clusters Score -2.270183e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101921 members 
Mstep: Class 2 contains 80935 members 
Entering Unmasked Estep 
Score: -22701848.000000 Penalty: 6009.761230
	Iteration 68Q: 3 clusters Score -2.270185e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102128 members 
Mstep: Class 2 contains 80728 members 
Entering Unmasked Estep 
Score: -22701824.000000 Penalty: 6009.761230
	Iteration 69Q: 3 clusters Score -2.270182e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102336 members 
Mstep: Class 2 contains 80520 members 
Entering Unmasked Estep 
Score: -22701862.000000 Penalty: 6009.761230
	Iteration 70Q: 3 clusters Score -2.270186e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102560 members 
Mstep: Class 2 contains 80296 members 
Entering Unmasked Estep 
Score: -22701864.000000 Penalty: 6009.761230
	Iteration 71Q: 3 clusters Score -2.270186e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102777 members 
Mstep: Class 2 contains 80079 members 
Entering Unmasked Estep 
Score: -22701882.000000 Penalty: 6009.761230
	Iteration 72Q: 3 clusters Score -2.270188e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103024 members 
Mstep: Class 2 contains 79832 members 
Entering Unmasked Estep 
Score: -22701880.000000 Penalty: 6009.761230
	Iteration 73Q: 3 clusters Score -2.270188e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103282 members 
Mstep: Class 2 contains 79574 members 
Entering Unmasked Estep 
Score: -22701908.000000 Penalty: 6009.761230
	Iteration 74Q: 3 clusters Score -2.270191e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103549 members 
Mstep: Class 2 contains 79307 members 
Entering Unmasked Estep 
Score: -22701914.000000 Penalty: 6009.761230
	Iteration 75Q: 3 clusters Score -2.270191e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103827 members 
Mstep: Class 2 contains 79029 members 
Entering Unmasked Estep 
Score: -22701888.000000 Penalty: 6009.761230
	Iteration 76Q: 3 clusters Score -2.270189e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104113 members 
Mstep: Class 2 contains 78743 members 
Entering Unmasked Estep 
Score: -22701950.000000 Penalty: 6009.761230
	Iteration 77Q: 3 clusters Score -2.270195e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104400 members 
Mstep: Class 2 contains 78456 members 
Entering Unmasked Estep 
Score: -22701902.000000 Penalty: 6009.761230
	Iteration 78Q: 3 clusters Score -2.27019e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104686 members 
Mstep: Class 2 contains 78170 members 
Entering Unmasked Estep 
Score: -22701936.000000 Penalty: 6009.761230
	Iteration 79Q: 3 clusters Score -2.270194e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105009 members 
Mstep: Class 2 contains 77847 members 
Entering Unmasked Estep 
Score: -22701932.000000 Penalty: 6009.761230
	Iteration 80F: 3 clusters Score -2.270193e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105328 members 
Mstep: Class 2 contains 77528 members 
Entering Unmasked Estep 
Score: -22701970.000000 Penalty: 6009.761230
	Iteration 81Q: 3 clusters Score -2.270197e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105648 members 
Mstep: Class 2 contains 77208 members 
Entering Unmasked Estep 
Score: -22701964.000000 Penalty: 6009.761230
	Iteration 82Q: 3 clusters Score -2.270196e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105970 members 
Mstep: Class 2 contains 76886 members 
Entering Unmasked Estep 
Score: -22701986.000000 Penalty: 6009.761230
	Iteration 83Q: 3 clusters Score -2.270199e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106287 members 
Mstep: Class 2 contains 76569 members 
Entering Unmasked Estep 
Score: -22702022.000000 Penalty: 6009.761230
	Iteration 84Q: 3 clusters Score -2.270202e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106599 members 
Mstep: Class 2 contains 76257 members 
Entering Unmasked Estep 
Score: -22702042.000000 Penalty: 6009.761230
	Iteration 85Q: 3 clusters Score -2.270204e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106907 members 
Mstep: Class 2 contains 75949 members 
Entering Unmasked Estep 
Score: -22702066.000000 Penalty: 6009.761230
	Iteration 86Q: 3 clusters Score -2.270207e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107203 members 
Mstep: Class 2 contains 75653 members 
Entering Unmasked Estep 
Score: -22702048.000000 Penalty: 6009.761230
	Iteration 87Q: 3 clusters Score -2.270205e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107510 members 
Mstep: Class 2 contains 75346 members 
Entering Unmasked Estep 
Score: -22702066.000000 Penalty: 6009.761230
	Iteration 88Q: 3 clusters Score -2.270207e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107825 members 
Mstep: Class 2 contains 75031 members 
Entering Unmasked Estep 
Score: -22702106.000000 Penalty: 6009.761230
	Iteration 89Q: 3 clusters Score -2.270211e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108123 members 
Mstep: Class 2 contains 74733 members 
Entering Unmasked Estep 
Score: -22702108.000000 Penalty: 6009.761230
	Iteration 90Q: 3 clusters Score -2.270211e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108433 members 
Mstep: Class 2 contains 74423 members 
Entering Unmasked Estep 
Score: -22702124.000000 Penalty: 6009.761230
	Iteration 91Q: 3 clusters Score -2.270212e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108754 members 
Mstep: Class 2 contains 74102 members 
Entering Unmasked Estep 
Score: -22702180.000000 Penalty: 6009.761230
	Iteration 92Q: 3 clusters Score -2.270218e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109133 members 
Mstep: Class 2 contains 73723 members 
Entering Unmasked Estep 
Score: -22702152.000000 Penalty: 6009.761230
	Iteration 93Q: 3 clusters Score -2.270215e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109541 members 
Mstep: Class 2 contains 73315 members 
Entering Unmasked Estep 
Score: -22702158.000000 Penalty: 6009.761230
	Iteration 94Q: 3 clusters Score -2.270216e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109969 members 
Mstep: Class 2 contains 72887 members 
Entering Unmasked Estep 
Score: -22702170.000000 Penalty: 6009.761230
	Iteration 95Q: 3 clusters Score -2.270217e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110428 members 
Mstep: Class 2 contains 72428 members 
Entering Unmasked Estep 
Score: -22702192.000000 Penalty: 6009.761230
	Iteration 96Q: 3 clusters Score -2.270219e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110904 members 
Mstep: Class 2 contains 71952 members 
Entering Unmasked Estep 
Score: -22702226.000000 Penalty: 6009.761230
	Iteration 97Q: 3 clusters Score -2.270223e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111408 members 
Mstep: Class 2 contains 71448 members 
Entering Unmasked Estep 
Score: -22702200.000000 Penalty: 6009.761230
	Iteration 98Q: 3 clusters Score -2.27022e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111935 members 
Mstep: Class 2 contains 70921 members 
Entering Unmasked Estep 
Score: -22702310.000000 Penalty: 6009.761230
	Iteration 99Q: 3 clusters Score -2.270231e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112479 members 
Mstep: Class 2 contains 70377 members 
Entering Unmasked Estep 
Score: -22702344.000000 Penalty: 6009.761230
	Iteration 100F: 3 clusters Score -2.270234e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113045 members 
Mstep: Class 2 contains 69811 members 
Entering Unmasked Estep 
Score: -22702416.000000 Penalty: 6009.761230
	Iteration 101Q: 3 clusters Score -2.270242e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113639 members 
Mstep: Class 2 contains 69217 members 
Entering Unmasked Estep 
Score: -22702394.000000 Penalty: 6009.761230
	Iteration 102Q: 3 clusters Score -2.270239e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114309 members 
Mstep: Class 2 contains 68547 members 
Entering Unmasked Estep 
Score: -22702460.000000 Penalty: 6009.761230
	Iteration 103Q: 3 clusters Score -2.270246e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114945 members 
Mstep: Class 2 contains 67911 members 
Entering Unmasked Estep 
Score: -22702506.000000 Penalty: 6009.761230
	Iteration 104Q: 3 clusters Score -2.270251e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115579 members 
Mstep: Class 2 contains 67277 members 
Entering Unmasked Estep 
Score: -22702538.000000 Penalty: 6009.761230
	Iteration 105Q: 3 clusters Score -2.270254e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116256 members 
Mstep: Class 2 contains 66600 members 
Entering Unmasked Estep 
Score: -22702570.000000 Penalty: 6009.761230
	Iteration 106Q: 3 clusters Score -2.270257e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116972 members 
Mstep: Class 2 contains 65884 members 
Entering Unmasked Estep 
Score: -22702652.000000 Penalty: 6009.761230
	Iteration 107Q: 3 clusters Score -2.270265e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117749 members 
Mstep: Class 2 contains 65107 members 
Entering Unmasked Estep 
Score: -22702702.000000 Penalty: 6009.761230
	Iteration 108Q: 3 clusters Score -2.27027e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118563 members 
Mstep: Class 2 contains 64293 members 
Entering Unmasked Estep 
Score: -22702814.000000 Penalty: 6009.761230
	Iteration 109Q: 3 clusters Score -2.270281e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119449 members 
Mstep: Class 2 contains 63407 members 
Entering Unmasked Estep 
Score: -22702842.000000 Penalty: 6009.761230
	Iteration 110Q: 3 clusters Score -2.270284e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120373 members 
Mstep: Class 2 contains 62483 members 
Entering Unmasked Estep 
Score: -22702940.000000 Penalty: 6009.761230
	Iteration 111Q: 3 clusters Score -2.270294e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121311 members 
Mstep: Class 2 contains 61545 members 
Entering Unmasked Estep 
Score: -22703018.000000 Penalty: 6009.761230
	Iteration 112Q: 3 clusters Score -2.270302e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122246 members 
Mstep: Class 2 contains 60610 members 
Entering Unmasked Estep 
Score: -22703070.000000 Penalty: 6009.761230
	Iteration 113Q: 3 clusters Score -2.270307e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123230 members 
Mstep: Class 2 contains 59626 members 
Entering Unmasked Estep 
Score: -22703210.000000 Penalty: 6009.761230
	Iteration 114Q: 3 clusters Score -2.270321e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124248 members 
Mstep: Class 2 contains 58608 members 
Entering Unmasked Estep 
Score: -22703310.000000 Penalty: 6009.761230
	Iteration 115Q: 3 clusters Score -2.270331e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125304 members 
Mstep: Class 2 contains 57552 members 
Entering Unmasked Estep 
Score: -22703480.000000 Penalty: 6009.761230
	Iteration 116Q: 3 clusters Score -2.270348e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126378 members 
Mstep: Class 2 contains 56478 members 
Entering Unmasked Estep 
Score: -22703562.000000 Penalty: 6009.761230
	Iteration 117Q: 3 clusters Score -2.270356e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127524 members 
Mstep: Class 2 contains 55332 members 
Entering Unmasked Estep 
Score: -22703664.000000 Penalty: 6009.761230
	Iteration 118Q: 3 clusters Score -2.270366e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128760 members 
Mstep: Class 2 contains 54096 members 
Entering Unmasked Estep 
Score: -22703702.000000 Penalty: 6009.761230
	Iteration 119Q: 3 clusters Score -2.27037e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130016 members 
Mstep: Class 2 contains 52840 members 
Entering Unmasked Estep 
Score: -22703976.000000 Penalty: 6009.761230
	Iteration 120F: 3 clusters Score -2.270398e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131347 members 
Mstep: Class 2 contains 51509 members 
Entering Unmasked Estep 
Score: -22704196.000000 Penalty: 6009.761230
	Iteration 121Q: 3 clusters Score -2.27042e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132739 members 
Mstep: Class 2 contains 50117 members 
Entering Unmasked Estep 
Score: -22704232.000000 Penalty: 6009.761230
	Iteration 122Q: 3 clusters Score -2.270423e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134191 members 
Mstep: Class 2 contains 48665 members 
Entering Unmasked Estep 
Score: -22704442.000000 Penalty: 6009.761230
	Iteration 123Q: 3 clusters Score -2.270444e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135753 members 
Mstep: Class 2 contains 47103 members 
Entering Unmasked Estep 
Score: -22704722.000000 Penalty: 6009.761230
	Iteration 124Q: 3 clusters Score -2.270472e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137409 members 
Mstep: Class 2 contains 45447 members 
Entering Unmasked Estep 
Score: -22705008.000000 Penalty: 6009.761230
	Iteration 125Q: 3 clusters Score -2.270501e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139210 members 
Mstep: Class 2 contains 43646 members 
Entering Unmasked Estep 
Score: -22705392.000000 Penalty: 6009.761230
	Iteration 126Q: 3 clusters Score -2.270539e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141147 members 
Mstep: Class 2 contains 41709 members 
Entering Unmasked Estep 
Score: -22705824.000000 Penalty: 6009.761230
	Iteration 127Q: 3 clusters Score -2.270582e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143196 members 
Mstep: Class 2 contains 39660 members 
Entering Unmasked Estep 
Score: -22706400.000000 Penalty: 6009.761230
	Iteration 128Q: 3 clusters Score -2.27064e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145372 members 
Mstep: Class 2 contains 37484 members 
Entering Unmasked Estep 
Score: -22707088.000000 Penalty: 6009.761230
	Iteration 129Q: 3 clusters Score -2.270709e+07 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147691 members 
Mstep: Class 2 contains 35165 members 
Entering Unmasked Estep 
Score: -22707906.000000 Penalty: 6009.761230
	Iteration 130Q: 3 clusters Score -2.270791e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150131 members 
Mstep: Class 2 contains 32725 members 
Entering Unmasked Estep 
Score: -22708788.000000 Penalty: 6009.761230
	Iteration 131Q: 3 clusters Score -2.270879e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152577 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -22709670.000000 Penalty: 6009.761230
	Iteration 132Q: 3 clusters Score -2.270967e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155013 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -22710602.000000 Penalty: 6009.761230
	Iteration 133Q: 3 clusters Score -2.27106e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157393 members 
Mstep: Class 2 contains 25463 members 
Entering Unmasked Estep 
Score: -22711454.000000 Penalty: 6009.761230
	Iteration 134Q: 3 clusters Score -2.271145e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159624 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -22712198.000000 Penalty: 6009.761230
	Iteration 135Q: 3 clusters Score -2.27122e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161725 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -22713214.000000 Penalty: 6009.761230
	Iteration 136Q: 3 clusters Score -2.271321e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163622 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -22714220.000000 Penalty: 6009.761230
	Iteration 137Q: 3 clusters Score -2.271422e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165241 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -22714956.000000 Penalty: 6009.761230
	Iteration 138Q: 3 clusters Score -2.271496e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166581 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -22715538.000000 Penalty: 6009.761230
	Iteration 139Q: 3 clusters Score -2.271554e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167712 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -22715978.000000 Penalty: 6009.761230
	Iteration 140F: 3 clusters Score -2.271598e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168654 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -22716056.000000 Penalty: 6009.761230
	Iteration 141Q: 3 clusters Score -2.271606e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169445 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -22716094.000000 Penalty: 6009.761230
	Iteration 142Q: 3 clusters Score -2.271609e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170091 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -22716136.000000 Penalty: 6009.761230
	Iteration 143Q: 3 clusters Score -2.271614e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170638 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -22716108.000000 Penalty: 6009.761230
	Iteration 144Q: 3 clusters Score -2.271611e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171092 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -22716174.000000 Penalty: 6009.761230
	Iteration 145Q: 3 clusters Score -2.271617e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171507 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -22716180.000000 Penalty: 6009.761230
	Iteration 146Q: 3 clusters Score -2.271618e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171919 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -22716226.000000 Penalty: 6009.761230
	Iteration 147Q: 3 clusters Score -2.271623e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172304 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -22716204.000000 Penalty: 6009.761230
	Iteration 148Q: 3 clusters Score -2.27162e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172623 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -22716188.000000 Penalty: 6009.761230
	Iteration 149Q: 3 clusters Score -2.271619e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172926 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -22716212.000000 Penalty: 6009.761230
	Iteration 150Q: 3 clusters Score -2.271621e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173217 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -22716278.000000 Penalty: 6009.761230
	Iteration 151Q: 3 clusters Score -2.271628e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173510 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -22716346.000000 Penalty: 6009.761230
	Iteration 152Q: 3 clusters Score -2.271635e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173772 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -22716294.000000 Penalty: 6009.761230
	Iteration 153Q: 3 clusters Score -2.271629e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174024 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -22716244.000000 Penalty: 6009.761230
	Iteration 154Q: 3 clusters Score -2.271624e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174261 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -22716262.000000 Penalty: 6009.761230
	Iteration 155Q: 3 clusters Score -2.271626e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174475 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -22716246.000000 Penalty: 6009.761230
	Iteration 156Q: 3 clusters Score -2.271625e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174667 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -22716206.000000 Penalty: 6009.761230
	Iteration 157Q: 3 clusters Score -2.271621e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174861 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -22716246.000000 Penalty: 6009.761230
	Iteration 158Q: 3 clusters Score -2.271625e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175020 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -22716244.000000 Penalty: 6009.761230
	Iteration 159Q: 3 clusters Score -2.271624e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175181 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -22716284.000000 Penalty: 6009.761230
	Iteration 160F: 3 clusters Score -2.271628e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175317 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -22716260.000000 Penalty: 6009.761230
	Iteration 161Q: 3 clusters Score -2.271626e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175439 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -22716260.000000 Penalty: 6009.761230
	Iteration 162Q: 3 clusters Score -2.271626e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175548 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -22716294.000000 Penalty: 6009.761230
	Iteration 163Q: 3 clusters Score -2.271629e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175658 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -22716332.000000 Penalty: 6009.761230
	Iteration 164Q: 3 clusters Score -2.271633e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175775 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -22716356.000000 Penalty: 6009.761230
	Iteration 165Q: 3 clusters Score -2.271636e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175864 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -22716382.000000 Penalty: 6009.761230
	Iteration 166Q: 3 clusters Score -2.271638e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175924 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -22716362.000000 Penalty: 6009.761230
	Iteration 167Q: 3 clusters Score -2.271636e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175970 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -22716382.000000 Penalty: 6009.761230
	Iteration 168Q: 3 clusters Score -2.271638e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176016 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -22716366.000000 Penalty: 6009.761230
	Iteration 169Q: 3 clusters Score -2.271637e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176078 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -22716384.000000 Penalty: 6009.761230
	Iteration 170Q: 3 clusters Score -2.271638e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176147 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -22716386.000000 Penalty: 6009.761230
	Iteration 171Q: 3 clusters Score -2.271639e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176217 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -22716368.000000 Penalty: 6009.761230
	Iteration 172Q: 3 clusters Score -2.271637e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176286 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -22716374.000000 Penalty: 6009.761230
	Iteration 173Q: 3 clusters Score -2.271637e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176348 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -22716406.000000 Penalty: 6009.761230
	Iteration 174Q: 3 clusters Score -2.271641e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176401 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -22716398.000000 Penalty: 6009.761230
	Iteration 175Q: 3 clusters Score -2.27164e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176443 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -22716430.000000 Penalty: 6009.761230
	Iteration 176Q: 3 clusters Score -2.271643e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176485 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -22716434.000000 Penalty: 6009.761230
	Iteration 177Q: 3 clusters Score -2.271643e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176531 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -22716418.000000 Penalty: 6009.761230
	Iteration 178Q: 3 clusters Score -2.271642e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176575 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -22716448.000000 Penalty: 6009.761230
	Iteration 179Q: 3 clusters Score -2.271645e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176621 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -22716444.000000 Penalty: 6009.761230
	Iteration 180F: 3 clusters Score -2.271644e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176669 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -22716432.000000 Penalty: 6009.761230
	Iteration 181Q: 3 clusters Score -2.271643e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176714 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -22716426.000000 Penalty: 6009.761230
	Iteration 182Q: 3 clusters Score -2.271643e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176758 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -22716418.000000 Penalty: 6009.761230
	Iteration 183Q: 3 clusters Score -2.271642e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176789 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -22716390.000000 Penalty: 6009.761230
	Iteration 184Q: 3 clusters Score -2.271639e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176818 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -22716394.000000 Penalty: 6009.761230
	Iteration 185Q: 3 clusters Score -2.271639e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176844 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -22716426.000000 Penalty: 6009.761230
	Iteration 186Q: 3 clusters Score -2.271643e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176877 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -22716414.000000 Penalty: 6009.761230
	Iteration 187Q: 3 clusters Score -2.271641e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176901 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -22716404.000000 Penalty: 6009.761230
	Iteration 188Q: 3 clusters Score -2.27164e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176923 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -22716422.000000 Penalty: 6009.761230
	Iteration 189Q: 3 clusters Score -2.271642e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176939 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -22716390.000000 Penalty: 6009.761230
	Iteration 190Q: 3 clusters Score -2.271639e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176957 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -22716390.000000 Penalty: 6009.761230
	Iteration 191Q: 3 clusters Score -2.271639e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176973 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -22716386.000000 Penalty: 6009.761230
	Iteration 192Q: 3 clusters Score -2.271639e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176991 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -22716394.000000 Penalty: 6009.761230
	Iteration 193Q: 3 clusters Score -2.271639e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177015 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -22716406.000000 Penalty: 6009.761230
	Iteration 194Q: 3 clusters Score -2.271641e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177044 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -22716404.000000 Penalty: 6009.761230
	Iteration 195Q: 3 clusters Score -2.27164e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177067 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -22716412.000000 Penalty: 6009.761230
	Iteration 196Q: 3 clusters Score -2.271641e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177092 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -22716424.000000 Penalty: 6009.761230
	Iteration 197Q: 3 clusters Score -2.271642e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177116 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -22716454.000000 Penalty: 6009.761230
	Iteration 198Q: 3 clusters Score -2.271645e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177135 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -22716452.000000 Penalty: 6009.761230
	Iteration 199Q: 3 clusters Score -2.271645e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177159 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -22716452.000000 Penalty: 6009.761230
	Iteration 200F: 3 clusters Score -2.271645e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177179 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -22716472.000000 Penalty: 6009.761230
	Iteration 201Q: 3 clusters Score -2.271647e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177193 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -22716450.000000 Penalty: 6009.761230
	Iteration 202Q: 3 clusters Score -2.271645e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177208 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -22716456.000000 Penalty: 6009.761230
	Iteration 203Q: 3 clusters Score -2.271646e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177220 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -22716458.000000 Penalty: 6009.761230
	Iteration 204Q: 3 clusters Score -2.271646e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177226 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -22716458.000000 Penalty: 6009.761230
	Iteration 205Q: 3 clusters Score -2.271646e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177233 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -22716474.000000 Penalty: 6009.761230
	Iteration 206Q: 3 clusters Score -2.271647e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177242 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -22716474.000000 Penalty: 6009.761230
	Iteration 207Q: 3 clusters Score -2.271647e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177249 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -22716456.000000 Penalty: 6009.761230
	Iteration 208Q: 3 clusters Score -2.271646e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177257 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -22716484.000000 Penalty: 6009.761230
	Iteration 209Q: 3 clusters Score -2.271648e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177265 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -22716488.000000 Penalty: 6009.761230
	Iteration 210Q: 3 clusters Score -2.271649e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177276 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -22716476.000000 Penalty: 6009.761230
	Iteration 211Q: 3 clusters Score -2.271648e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177283 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -22716492.000000 Penalty: 6009.761230
	Iteration 212Q: 3 clusters Score -2.271649e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177289 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -22716490.000000 Penalty: 6009.761230
	Iteration 213Q: 3 clusters Score -2.271649e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177297 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -22716494.000000 Penalty: 6009.761230
	Iteration 214Q: 3 clusters Score -2.271649e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177303 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -22716504.000000 Penalty: 6009.761230
	Iteration 215Q: 3 clusters Score -2.27165e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177309 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -22716496.000000 Penalty: 6009.761230
	Iteration 216Q: 3 clusters Score -2.27165e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177321 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -22716504.000000 Penalty: 6009.761230
	Iteration 217Q: 3 clusters Score -2.27165e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177330 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -22716492.000000 Penalty: 6009.761230
	Iteration 218Q: 3 clusters Score -2.271649e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177340 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -22716496.000000 Penalty: 6009.761230
	Iteration 219Q: 3 clusters Score -2.27165e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177344 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -22716496.000000 Penalty: 6009.761230
	Iteration 220F: 3 clusters Score -2.27165e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177350 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -22716492.000000 Penalty: 6009.761230
	Iteration 221Q: 3 clusters Score -2.271649e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177354 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -22716480.000000 Penalty: 6009.761230
	Iteration 222Q: 3 clusters Score -2.271648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177360 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -22716484.000000 Penalty: 6009.761230
	Iteration 223Q: 3 clusters Score -2.271648e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177367 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -22716488.000000 Penalty: 6009.761230
	Iteration 224Q: 3 clusters Score -2.271649e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177374 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -22716488.000000 Penalty: 6009.761230
	Iteration 225Q: 3 clusters Score -2.271649e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177384 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -22716474.000000 Penalty: 6009.761230
	Iteration 226Q: 3 clusters Score -2.271647e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177395 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -22716472.000000 Penalty: 6009.761230
	Iteration 227Q: 3 clusters Score -2.271647e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177407 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -22716478.000000 Penalty: 6009.761230
	Iteration 228Q: 3 clusters Score -2.271648e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177419 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -22716474.000000 Penalty: 6009.761230
	Iteration 229Q: 3 clusters Score -2.271647e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177430 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -22716482.000000 Penalty: 6009.761230
	Iteration 230Q: 3 clusters Score -2.271648e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177442 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -22716472.000000 Penalty: 6009.761230
	Iteration 231Q: 3 clusters Score -2.271647e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177456 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -22716464.000000 Penalty: 6009.761230
	Iteration 232Q: 3 clusters Score -2.271646e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177474 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -22716476.000000 Penalty: 6009.761230
	Iteration 233Q: 3 clusters Score -2.271648e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177492 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -22716466.000000 Penalty: 6009.761230
	Iteration 234Q: 3 clusters Score -2.271647e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177510 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -22716466.000000 Penalty: 6009.761230
	Iteration 235Q: 3 clusters Score -2.271647e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177523 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -22716484.000000 Penalty: 6009.761230
	Iteration 236Q: 3 clusters Score -2.271648e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177534 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -22716494.000000 Penalty: 6009.761230
	Iteration 237Q: 3 clusters Score -2.271649e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177541 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -22716488.000000 Penalty: 6009.761230
	Iteration 238Q: 3 clusters Score -2.271649e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177545 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -22716478.000000 Penalty: 6009.761230
	Iteration 239Q: 3 clusters Score -2.271648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177551 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -22716464.000000 Penalty: 6009.761230
	Iteration 240F: 3 clusters Score -2.271646e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177560 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -22716470.000000 Penalty: 6009.761230
	Iteration 241Q: 3 clusters Score -2.271647e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177568 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -22716466.000000 Penalty: 6009.761230
	Iteration 242Q: 3 clusters Score -2.271647e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177576 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -22716462.000000 Penalty: 6009.761230
	Iteration 243Q: 3 clusters Score -2.271646e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177587 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -22716442.000000 Penalty: 6009.761230
	Iteration 244Q: 3 clusters Score -2.271644e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177600 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -22716438.000000 Penalty: 6009.761230
	Iteration 245Q: 3 clusters Score -2.271644e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177612 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -22716432.000000 Penalty: 6009.761230
	Iteration 246Q: 3 clusters Score -2.271643e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177619 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -22716436.000000 Penalty: 6009.761230
	Iteration 247Q: 3 clusters Score -2.271644e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177629 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -22716444.000000 Penalty: 6009.761230
	Iteration 248Q: 3 clusters Score -2.271644e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177637 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -22716440.000000 Penalty: 6009.761230
	Iteration 249Q: 3 clusters Score -2.271644e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177642 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -22716434.000000 Penalty: 6009.761230
	Iteration 250Q: 3 clusters Score -2.271643e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177647 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -22716422.000000 Penalty: 6009.761230
	Iteration 251Q: 3 clusters Score -2.271642e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177653 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -22716436.000000 Penalty: 6009.761230
	Iteration 252Q: 3 clusters Score -2.271644e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177659 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -22716438.000000 Penalty: 6009.761230
	Iteration 253Q: 3 clusters Score -2.271644e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177670 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -22716438.000000 Penalty: 6009.761230
	Iteration 254Q: 3 clusters Score -2.271644e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177684 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -22716456.000000 Penalty: 6009.761230
	Iteration 255Q: 3 clusters Score -2.271646e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177695 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -22716456.000000 Penalty: 6009.761230
	Iteration 256Q: 3 clusters Score -2.271646e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177705 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -22716452.000000 Penalty: 6009.761230
	Iteration 257Q: 3 clusters Score -2.271645e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177715 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -22716446.000000 Penalty: 6009.761230
	Iteration 258Q: 3 clusters Score -2.271645e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177724 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -22716428.000000 Penalty: 6009.761230
	Iteration 259Q: 3 clusters Score -2.271643e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177730 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -22716440.000000 Penalty: 6009.761230
	Iteration 260F: 3 clusters Score -2.271644e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177737 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -22716442.000000 Penalty: 6009.761230
	Iteration 261Q: 3 clusters Score -2.271644e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177743 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -22716434.000000 Penalty: 6009.761230
	Iteration 262Q: 3 clusters Score -2.271643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177745 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -22716442.000000 Penalty: 6009.761230
	Iteration 263Q: 3 clusters Score -2.271644e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177748 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -22716430.000000 Penalty: 6009.761230
	Iteration 264Q: 3 clusters Score -2.271643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177752 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -22716414.000000 Penalty: 6009.761230
	Iteration 265Q: 3 clusters Score -2.271641e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177761 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -22716426.000000 Penalty: 6009.761230
	Iteration 266Q: 3 clusters Score -2.271643e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177768 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -22716410.000000 Penalty: 6009.761230
	Iteration 267Q: 3 clusters Score -2.271641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177771 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -22716424.000000 Penalty: 6009.761230
	Iteration 268Q: 3 clusters Score -2.271642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177776 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -22716428.000000 Penalty: 6009.761230
	Iteration 269Q: 3 clusters Score -2.271643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177778 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -22716428.000000 Penalty: 6009.761230
	Iteration 270Q: 3 clusters Score -2.271643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177779 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -22716430.000000 Penalty: 6009.761230
	Iteration 271Q: 3 clusters Score -2.271643e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177780 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -22716420.000000 Penalty: 6009.761230
	Iteration 272Q: 3 clusters Score -2.271642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177779 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -22716414.000000 Penalty: 6009.761230
	Iteration 273Q: 3 clusters Score -2.271641e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177779 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -22716414.000000 Penalty: 6009.761230
	Iteration 274F: 3 clusters Score -2.271641e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (31370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Entering Unmasked Estep 
Score: -3945422.750000 Penalty: 2567.694580
	Iteration 0F: 2 clusters Score -3945423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -3923963.000000 Penalty: 5135.389160
	Iteration 0F: 3 clusters Score -3923963 nChanged 14159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -3931809.500000 Penalty: 5135.389160
	Iteration 1F: 3 clusters Score -3931810 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -3932462.500000 Penalty: 5135.389160
	Iteration 2F: 3 clusters Score -3932462 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -3933125.500000 Penalty: 5135.389160
	Iteration 3Q: 3 clusters Score -3933126 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -3933930.000000 Penalty: 5135.389160
	Iteration 4F: 3 clusters Score -3933930 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -3934861.250000 Penalty: 5135.389160
	Iteration 5F: 3 clusters Score -3934861 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 22309 members 
Entering Unmasked Estep 
Score: -3935969.500000 Penalty: 5135.389160
	Iteration 6F: 3 clusters Score -3935970 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -3937321.000000 Penalty: 5135.389160
	Iteration 7F: 3 clusters Score -3937321 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -3938838.750000 Penalty: 5135.389160
	Iteration 8F: 3 clusters Score -3938839 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 27479 members 
Entering Unmasked Estep 
Score: -3940195.500000 Penalty: 5135.389160
	Iteration 9F: 3 clusters Score -3940196 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -3941308.000000 Penalty: 5135.389160
	Iteration 10Q: 3 clusters Score -3941308 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -3942101.500000 Penalty: 5135.389160
	Iteration 11Q: 3 clusters Score -3942102 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 30052 members 
Entering Unmasked Estep 
Score: -3942573.500000 Penalty: 5135.389160
	Iteration 12Q: 3 clusters Score -3942574 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 30326 members 
Entering Unmasked Estep 
Score: -3942835.000000 Penalty: 5135.389160
	Iteration 13Q: 3 clusters Score -3942835 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -3942988.750000 Penalty: 5135.389160
	Iteration 14Q: 3 clusters Score -3942989 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 30576 members 
Entering Unmasked Estep 
Score: -3943096.250000 Penalty: 5135.389160
	Iteration 15Q: 3 clusters Score -3943096 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 30635 members 
Entering Unmasked Estep 
Score: -3943175.500000 Penalty: 5135.389160
	Iteration 16Q: 3 clusters Score -3943176 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -3943222.250000 Penalty: 5135.389160
	Iteration 17Q: 3 clusters Score -3943222 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -3943267.000000 Penalty: 5135.389160
	Iteration 18Q: 3 clusters Score -3943267 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 30718 members 
Entering Unmasked Estep 
Score: -3943300.750000 Penalty: 5135.389160
	Iteration 19Q: 3 clusters Score -3943301 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 30727 members 
Entering Unmasked Estep 
Score: -3943311.000000 Penalty: 5135.389160
	Iteration 20F: 3 clusters Score -3943311 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 30730 members 
Entering Unmasked Estep 
Score: -3943330.000000 Penalty: 5135.389160
	Iteration 21Q: 3 clusters Score -3943330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 30737 members 
Entering Unmasked Estep 
Score: -3943338.250000 Penalty: 5135.389160
	Iteration 22Q: 3 clusters Score -3943338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -3943349.250000 Penalty: 5135.389160
	Iteration 23Q: 3 clusters Score -3943349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 30748 members 
Entering Unmasked Estep 
Score: -3943351.500000 Penalty: 5135.389160
	Iteration 24Q: 3 clusters Score -3943352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -3943353.500000 Penalty: 5135.389160
	Iteration 25Q: 3 clusters Score -3943354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -3943356.750000 Penalty: 5135.389160
	Iteration 26Q: 3 clusters Score -3943357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -3943355.750000 Penalty: 5135.389160
	Iteration 27Q: 3 clusters Score -3943356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
Score: -3943362.250000 Penalty: 5135.389160
	Iteration 28Q: 3 clusters Score -3943362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -3943368.500000 Penalty: 5135.389160
	Iteration 29Q: 3 clusters Score -3943368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 30765 members 
Entering Unmasked Estep 
Score: -3943367.750000 Penalty: 5135.389160
	Iteration 30Q: 3 clusters Score -3943368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 30768 members 
Entering Unmasked Estep 
Score: -3943372.250000 Penalty: 5135.389160
	Iteration 31Q: 3 clusters Score -3943372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -3943373.250000 Penalty: 5135.389160
	Iteration 32Q: 3 clusters Score -3943373 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -3943379.000000 Penalty: 5135.389160
	Iteration 33Q: 3 clusters Score -3943379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 30775 members 
Entering Unmasked Estep 
Score: -3943380.250000 Penalty: 5135.389160
	Iteration 34Q: 3 clusters Score -3943380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 30773 members 
Entering Unmasked Estep 
Score: -3943380.500000 Penalty: 5135.389160
	Iteration 35Q: 3 clusters Score -3943380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -3943384.500000 Penalty: 5135.389160
	Iteration 36Q: 3 clusters Score -3943384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -3943379.500000 Penalty: 5135.389160
	Iteration 37Q: 3 clusters Score -3943380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -3943385.500000 Penalty: 5135.389160
	Iteration 38Q: 3 clusters Score -3943386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -3943384.750000 Penalty: 5135.389160
	Iteration 39Q: 3 clusters Score -3943385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 30777 members 
Entering Unmasked Estep 
Score: -3943383.000000 Penalty: 5135.389160
	Iteration 40F: 3 clusters Score -3943383 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12382 members 
Entering Unmasked Estep 
Score: -1517146.375000 Penalty: 2337.151611
	Iteration 0F: 2 clusters Score -1517146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1507974.750000 Penalty: 4674.303223
	Iteration 0F: 3 clusters Score -1507975 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1510753.500000 Penalty: 4674.303223
	Iteration 1F: 3 clusters Score -1510754 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1511100.125000 Penalty: 4674.303223
	Iteration 2F: 3 clusters Score -1511100 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1511393.375000 Penalty: 4674.303223
	Iteration 3F: 3 clusters Score -1511393 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1511686.375000 Penalty: 4674.303223
	Iteration 4Q: 3 clusters Score -1511686 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -1512012.000000 Penalty: 4674.303223
	Iteration 5Q: 3 clusters Score -1512012 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1512427.375000 Penalty: 4674.303223
	Iteration 6Q: 3 clusters Score -1512427 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1513021.750000 Penalty: 4674.303223
	Iteration 7F: 3 clusters Score -1513022 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1513805.375000 Penalty: 4674.303223
	Iteration 8F: 3 clusters Score -1513805 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1514694.625000 Penalty: 4674.303223
	Iteration 9F: 3 clusters Score -1514695 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -1515305.375000 Penalty: 4674.303223
	Iteration 10Q: 3 clusters Score -1515305 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -1515707.625000 Penalty: 4674.303223
	Iteration 11Q: 3 clusters Score -1515708 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1515991.125000 Penalty: 4674.303223
	Iteration 12Q: 3 clusters Score -1515991 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1516203.625000 Penalty: 4674.303223
	Iteration 13Q: 3 clusters Score -1516204 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -1516345.750000 Penalty: 4674.303223
	Iteration 14Q: 3 clusters Score -1516346 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 11634 members 
Entering Unmasked Estep 
Score: -1516464.000000 Penalty: 4674.303223
	Iteration 15Q: 3 clusters Score -1516464 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -1516566.625000 Penalty: 4674.303223
	Iteration 16Q: 3 clusters Score -1516567 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -1516617.500000 Penalty: 4674.303223
	Iteration 17Q: 3 clusters Score -1516618 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
Score: -1516649.375000 Penalty: 4674.303223
	Iteration 18Q: 3 clusters Score -1516649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1516662.375000 Penalty: 4674.303223
	Iteration 19Q: 3 clusters Score -1516662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -1516668.875000 Penalty: 4674.303223
	Iteration 20F: 3 clusters Score -1516669 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -1516670.125000 Penalty: 4674.303223
	Iteration 21Q: 3 clusters Score -1516670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -1516670.875000 Penalty: 4674.303223
	Iteration 22Q: 3 clusters Score -1516671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1516673.375000 Penalty: 4674.303223
	Iteration 23Q: 3 clusters Score -1516673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -1516673.375000 Penalty: 4674.303223
	Iteration 24F: 3 clusters Score -1516673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Entering Unmasked Estep 
Score: -1229800.875000 Penalty: 2295.270264
	Iteration 0F: 2 clusters Score -1229801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1221838.125000 Penalty: 4590.540527
	Iteration 0F: 3 clusters Score -1221838 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1224193.875000 Penalty: 4590.540527
	Iteration 1F: 3 clusters Score -1224194 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1224536.375000 Penalty: 4590.540527
	Iteration 2F: 3 clusters Score -1224536 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1224801.000000 Penalty: 4590.540527
	Iteration 3F: 3 clusters Score -1224801 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1225017.875000 Penalty: 4590.540527
	Iteration 4Q: 3 clusters Score -1225018 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1225197.375000 Penalty: 4590.540527
	Iteration 5Q: 3 clusters Score -1225197 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1225361.375000 Penalty: 4590.540527
	Iteration 6Q: 3 clusters Score -1225361 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1225524.125000 Penalty: 4590.540527
	Iteration 7Q: 3 clusters Score -1225524 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1225712.625000 Penalty: 4590.540527
	Iteration 8Q: 3 clusters Score -1225713 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1225932.500000 Penalty: 4590.540527
	Iteration 9Q: 3 clusters Score -1225932 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1226172.000000 Penalty: 4590.540527
	Iteration 10Q: 3 clusters Score -1226172 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1226389.250000 Penalty: 4590.540527
	Iteration 11Q: 3 clusters Score -1226389 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1226592.625000 Penalty: 4590.540527
	Iteration 12Q: 3 clusters Score -1226593 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1226797.125000 Penalty: 4590.540527
	Iteration 13Q: 3 clusters Score -1226797 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1226985.625000 Penalty: 4590.540527
	Iteration 14Q: 3 clusters Score -1226986 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1227141.625000 Penalty: 4590.540527
	Iteration 15Q: 3 clusters Score -1227142 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1227259.500000 Penalty: 4590.540527
	Iteration 16Q: 3 clusters Score -1227260 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1227364.250000 Penalty: 4590.540527
	Iteration 17Q: 3 clusters Score -1227364 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1227467.750000 Penalty: 4590.540527
	Iteration 18Q: 3 clusters Score -1227468 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1227557.500000 Penalty: 4590.540527
	Iteration 19Q: 3 clusters Score -1227558 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1227626.500000 Penalty: 4590.540527
	Iteration 20F: 3 clusters Score -1227626 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1227696.125000 Penalty: 4590.540527
	Iteration 21Q: 3 clusters Score -1227696 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1227740.375000 Penalty: 4590.540527
	Iteration 22Q: 3 clusters Score -1227740 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1227788.875000 Penalty: 4590.540527
	Iteration 23Q: 3 clusters Score -1227789 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1227831.625000 Penalty: 4590.540527
	Iteration 24Q: 3 clusters Score -1227832 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1227879.125000 Penalty: 4590.540527
	Iteration 25Q: 3 clusters Score -1227879 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1227906.875000 Penalty: 4590.540527
	Iteration 26Q: 3 clusters Score -1227907 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1227930.125000 Penalty: 4590.540527
	Iteration 27Q: 3 clusters Score -1227930 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1227948.125000 Penalty: 4590.540527
	Iteration 28Q: 3 clusters Score -1227948 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1227963.625000 Penalty: 4590.540527
	Iteration 29Q: 3 clusters Score -1227964 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1227975.500000 Penalty: 4590.540527
	Iteration 30Q: 3 clusters Score -1227976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1227979.375000 Penalty: 4590.540527
	Iteration 31Q: 3 clusters Score -1227979 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1227987.250000 Penalty: 4590.540527
	Iteration 32Q: 3 clusters Score -1227987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1227994.875000 Penalty: 4590.540527
	Iteration 33Q: 3 clusters Score -1227995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1227999.875000 Penalty: 4590.540527
	Iteration 34Q: 3 clusters Score -1228000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1228006.750000 Penalty: 4590.540527
	Iteration 35Q: 3 clusters Score -1228007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1228013.500000 Penalty: 4590.540527
	Iteration 36Q: 3 clusters Score -1228014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1228017.125000 Penalty: 4590.540527
	Iteration 37Q: 3 clusters Score -1228017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1228019.125000 Penalty: 4590.540527
	Iteration 38Q: 3 clusters Score -1228019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1228023.750000 Penalty: 4590.540527
	Iteration 39Q: 3 clusters Score -1228024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1228020.250000 Penalty: 4590.540527
	Iteration 40F: 3 clusters Score -1228020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1228022.750000 Penalty: 4590.540527
	Iteration 41Q: 3 clusters Score -1228023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1228021.500000 Penalty: 4590.540527
	Iteration 42Q: 3 clusters Score -1228022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1228021.500000 Penalty: 4590.540527
	Iteration 43F: 3 clusters Score -1228022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Entering Unmasked Estep 
Score: -1270268.250000 Penalty: 2281.195557
	Iteration 0F: 2 clusters Score -1270268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1262624.750000 Penalty: 4562.391113
	Iteration 0F: 3 clusters Score -1262625 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1264785.125000 Penalty: 4562.391113
	Iteration 1F: 3 clusters Score -1264785 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1265045.625000 Penalty: 4562.391113
	Iteration 2F: 3 clusters Score -1265046 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1265234.500000 Penalty: 4562.391113
	Iteration 3Q: 3 clusters Score -1265234 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1265372.000000 Penalty: 4562.391113
	Iteration 4Q: 3 clusters Score -1265372 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1265474.375000 Penalty: 4562.391113
	Iteration 5Q: 3 clusters Score -1265474 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1265557.375000 Penalty: 4562.391113
	Iteration 6Q: 3 clusters Score -1265557 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1265638.000000 Penalty: 4562.391113
	Iteration 7Q: 3 clusters Score -1265638 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1265705.125000 Penalty: 4562.391113
	Iteration 8Q: 3 clusters Score -1265705 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1265763.875000 Penalty: 4562.391113
	Iteration 9Q: 3 clusters Score -1265764 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1265824.250000 Penalty: 4562.391113
	Iteration 10Q: 3 clusters Score -1265824 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1265872.125000 Penalty: 4562.391113
	Iteration 11Q: 3 clusters Score -1265872 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1265935.875000 Penalty: 4562.391113
	Iteration 12Q: 3 clusters Score -1265936 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1265973.125000 Penalty: 4562.391113
	Iteration 13Q: 3 clusters Score -1265973 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1266015.125000 Penalty: 4562.391113
	Iteration 14Q: 3 clusters Score -1266015 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1266061.000000 Penalty: 4562.391113
	Iteration 15Q: 3 clusters Score -1266061 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1266101.500000 Penalty: 4562.391113
	Iteration 16Q: 3 clusters Score -1266102 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1266138.125000 Penalty: 4562.391113
	Iteration 17Q: 3 clusters Score -1266138 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1266186.375000 Penalty: 4562.391113
	Iteration 18Q: 3 clusters Score -1266186 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1266249.000000 Penalty: 4562.391113
	Iteration 19Q: 3 clusters Score -1266249 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -1266325.625000 Penalty: 4562.391113
	Iteration 20F: 3 clusters Score -1266326 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1266401.125000 Penalty: 4562.391113
	Iteration 21Q: 3 clusters Score -1266401 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1266497.500000 Penalty: 4562.391113
	Iteration 22Q: 3 clusters Score -1266498 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1266596.125000 Penalty: 4562.391113
	Iteration 23Q: 3 clusters Score -1266596 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1266695.625000 Penalty: 4562.391113
	Iteration 24Q: 3 clusters Score -1266696 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1266805.000000 Penalty: 4562.391113
	Iteration 25Q: 3 clusters Score -1266805 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1266904.125000 Penalty: 4562.391113
	Iteration 26Q: 3 clusters Score -1266904 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1266970.500000 Penalty: 4562.391113
	Iteration 27Q: 3 clusters Score -1266970 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1267009.875000 Penalty: 4562.391113
	Iteration 28Q: 3 clusters Score -1267010 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1267035.625000 Penalty: 4562.391113
	Iteration 29Q: 3 clusters Score -1267036 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1267060.500000 Penalty: 4562.391113
	Iteration 30Q: 3 clusters Score -1267060 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1267070.250000 Penalty: 4562.391113
	Iteration 31Q: 3 clusters Score -1267070 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1267076.625000 Penalty: 4562.391113
	Iteration 32Q: 3 clusters Score -1267077 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1267085.750000 Penalty: 4562.391113
	Iteration 33Q: 3 clusters Score -1267086 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1267088.875000 Penalty: 4562.391113
	Iteration 34Q: 3 clusters Score -1267089 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1267095.000000 Penalty: 4562.391113
	Iteration 35Q: 3 clusters Score -1267095 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1267095.000000 Penalty: 4562.391113
	Iteration 36Q: 3 clusters Score -1267095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1267092.250000 Penalty: 4562.391113
	Iteration 37Q: 3 clusters Score -1267092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1267093.500000 Penalty: 4562.391113
	Iteration 38Q: 3 clusters Score -1267094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1267100.750000 Penalty: 4562.391113
	Iteration 39Q: 3 clusters Score -1267101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1267098.500000 Penalty: 4562.391113
	Iteration 40F: 3 clusters Score -1267098 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1267102.625000 Penalty: 4562.391113
	Iteration 41Q: 3 clusters Score -1267103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1267104.875000 Penalty: 4562.391113
	Iteration 42Q: 3 clusters Score -1267105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1267106.625000 Penalty: 4562.391113
	Iteration 43Q: 3 clusters Score -1267107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1267106.625000 Penalty: 4562.391113
	Iteration 44Q: 3 clusters Score -1267107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1267110.500000 Penalty: 4562.391113
	Iteration 45Q: 3 clusters Score -1267110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1267108.250000 Penalty: 4562.391113
	Iteration 46Q: 3 clusters Score -1267108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1267108.250000 Penalty: 4562.391113
	Iteration 47Q: 3 clusters Score -1267108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1267111.250000 Penalty: 4562.391113
	Iteration 48Q: 3 clusters Score -1267111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -1267110.125000 Penalty: 4562.391113
	Iteration 49Q: 3 clusters Score -1267110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -1267109.125000 Penalty: 4562.391113
	Iteration 50Q: 3 clusters Score -1267109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1267112.000000 Penalty: 4562.391113
	Iteration 51Q: 3 clusters Score -1267112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1267115.500000 Penalty: 4562.391113
	Iteration 52Q: 3 clusters Score -1267116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1267115.500000 Penalty: 4562.391113
	Iteration 53Q: 3 clusters Score -1267116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1267113.750000 Penalty: 4562.391113
	Iteration 54Q: 3 clusters Score -1267114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1267113.750000 Penalty: 4562.391113
	Iteration 55Q: 3 clusters Score -1267114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1267115.000000 Penalty: 4562.391113
	Iteration 56Q: 3 clusters Score -1267115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1267113.625000 Penalty: 4562.391113
	Iteration 57Q: 3 clusters Score -1267114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1267116.000000 Penalty: 4562.391113
	Iteration 58Q: 3 clusters Score -1267116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1267115.625000 Penalty: 4562.391113
	Iteration 59Q: 3 clusters Score -1267116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1267117.125000 Penalty: 4562.391113
	Iteration 60F: 3 clusters Score -1267117 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1267118.750000 Penalty: 4562.391113
	Iteration 61Q: 3 clusters Score -1267119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1267119.000000 Penalty: 4562.391113
	Iteration 62Q: 3 clusters Score -1267119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1267123.000000 Penalty: 4562.391113
	Iteration 63Q: 3 clusters Score -1267123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1267122.125000 Penalty: 4562.391113
	Iteration 64Q: 3 clusters Score -1267122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1267122.250000 Penalty: 4562.391113
	Iteration 65Q: 3 clusters Score -1267122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1267121.125000 Penalty: 4562.391113
	Iteration 66Q: 3 clusters Score -1267121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1267120.875000 Penalty: 4562.391113
	Iteration 67Q: 3 clusters Score -1267121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1267119.750000 Penalty: 4562.391113
	Iteration 68Q: 3 clusters Score -1267120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1267118.500000 Penalty: 4562.391113
	Iteration 69Q: 3 clusters Score -1267118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1267120.625000 Penalty: 4562.391113
	Iteration 70Q: 3 clusters Score -1267121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1267122.125000 Penalty: 4562.391113
	Iteration 71Q: 3 clusters Score -1267122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1267124.125000 Penalty: 4562.391113
	Iteration 72Q: 3 clusters Score -1267124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1267125.125000 Penalty: 4562.391113
	Iteration 73Q: 3 clusters Score -1267125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1267123.500000 Penalty: 4562.391113
	Iteration 74Q: 3 clusters Score -1267124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1267121.750000 Penalty: 4562.391113
	Iteration 75Q: 3 clusters Score -1267122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1267122.125000 Penalty: 4562.391113
	Iteration 76Q: 3 clusters Score -1267122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1267122.375000 Penalty: 4562.391113
	Iteration 77Q: 3 clusters Score -1267122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1267122.375000 Penalty: 4562.391113
	Iteration 78F: 3 clusters Score -1267122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (63293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63293 members 
Entering Unmasked Estep 
Score: -7990615.500000 Penalty: 2741.771240
	Iteration 0F: 2 clusters Score -7990616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -7948119.500000 Penalty: 5483.542480
	Iteration 0F: 3 clusters Score -7948120 nChanged 29403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 32705 members 
Entering Unmasked Estep 
Score: -7964487.000000 Penalty: 5483.542480
	Iteration 1F: 3 clusters Score -7964487 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29879 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -7965064.500000 Penalty: 5483.542480
	Iteration 2Q: 3 clusters Score -7965064 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -7965739.000000 Penalty: 5483.542480
	Iteration 3Q: 3 clusters Score -7965739 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -7966586.500000 Penalty: 5483.542480
	Iteration 4Q: 3 clusters Score -7966586 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24991 members 
Mstep: Class 2 contains 38302 members 
Entering Unmasked Estep 
Score: -7967845.000000 Penalty: 5483.542480
	Iteration 5Q: 3 clusters Score -7967845 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 41323 members 
Entering Unmasked Estep 
Score: -7969759.000000 Penalty: 5483.542480
	Iteration 6F: 3 clusters Score -7969759 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 45307 members 
Entering Unmasked Estep 
Score: -7972520.500000 Penalty: 5483.542480
	Iteration 7F: 3 clusters Score -7972520 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 49939 members 
Entering Unmasked Estep 
Score: -7976424.500000 Penalty: 5483.542480
	Iteration 8F: 3 clusters Score -7976424 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 54566 members 
Entering Unmasked Estep 
Score: -7980516.000000 Penalty: 5483.542480
	Iteration 9F: 3 clusters Score -7980516 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 58327 members 
Entering Unmasked Estep 
Score: -7983971.500000 Penalty: 5483.542480
	Iteration 10F: 3 clusters Score -7983972 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 60668 members 
Entering Unmasked Estep 
Score: -7986105.000000 Penalty: 5483.542480
	Iteration 11Q: 3 clusters Score -7986105 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 61894 members 
Entering Unmasked Estep 
Score: -7987185.500000 Penalty: 5483.542480
	Iteration 12Q: 3 clusters Score -7987186 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 62441 members 
Entering Unmasked Estep 
Score: -7987677.500000 Penalty: 5483.542480
	Iteration 13Q: 3 clusters Score -7987678 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 62681 members 
Entering Unmasked Estep 
Score: -7987904.000000 Penalty: 5483.542480
	Iteration 14Q: 3 clusters Score -7987904 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 62791 members 
Entering Unmasked Estep 
Score: -7988017.500000 Penalty: 5483.542480
	Iteration 15Q: 3 clusters Score -7988018 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 62862 members 
Entering Unmasked Estep 
Score: -7988127.500000 Penalty: 5483.542480
	Iteration 16Q: 3 clusters Score -7988128 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 62897 members 
Entering Unmasked Estep 
Score: -7988170.500000 Penalty: 5483.542480
	Iteration 17Q: 3 clusters Score -7988170 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 62914 members 
Entering Unmasked Estep 
Score: -7988194.000000 Penalty: 5483.542480
	Iteration 18Q: 3 clusters Score -7988194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 62927 members 
Entering Unmasked Estep 
Score: -7988216.000000 Penalty: 5483.542480
	Iteration 19Q: 3 clusters Score -7988216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 62930 members 
Entering Unmasked Estep 
Score: -7988229.500000 Penalty: 5483.542480
	Iteration 20F: 3 clusters Score -7988230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 62931 members 
Entering Unmasked Estep 
Score: -7988232.500000 Penalty: 5483.542480
	Iteration 21Q: 3 clusters Score -7988232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 62930 members 
Entering Unmasked Estep 
Score: -7988239.500000 Penalty: 5483.542480
	Iteration 22Q: 3 clusters Score -7988240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 62931 members 
Entering Unmasked Estep 
Score: -7988242.500000 Penalty: 5483.542480
	Iteration 23Q: 3 clusters Score -7988242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 62932 members 
Entering Unmasked Estep 
Score: -7988244.000000 Penalty: 5483.542480
	Iteration 24Q: 3 clusters Score -7988244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 62934 members 
Entering Unmasked Estep 
Score: -7988246.000000 Penalty: 5483.542480
	Iteration 25Q: 3 clusters Score -7988246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 62937 members 
Entering Unmasked Estep 
Score: -7988254.500000 Penalty: 5483.542480
	Iteration 26Q: 3 clusters Score -7988254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 62940 members 
Entering Unmasked Estep 
Score: -7988254.500000 Penalty: 5483.542480
	Iteration 27Q: 3 clusters Score -7988254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 62940 members 
Entering Unmasked Estep 
Score: -7988261.000000 Penalty: 5483.542480
	Iteration 28Q: 3 clusters Score -7988261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 62944 members 
Entering Unmasked Estep 
Score: -7988259.000000 Penalty: 5483.542480
	Iteration 29Q: 3 clusters Score -7988259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 62950 members 
Entering Unmasked Estep 
Score: -7988267.000000 Penalty: 5483.542480
	Iteration 30Q: 3 clusters Score -7988267 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 62954 members 
Entering Unmasked Estep 
Score: -7988284.000000 Penalty: 5483.542480
	Iteration 31Q: 3 clusters Score -7988284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 62956 members 
Entering Unmasked Estep 
Score: -7988279.000000 Penalty: 5483.542480
	Iteration 32Q: 3 clusters Score -7988279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 62956 members 
Entering Unmasked Estep 
Score: -7988279.000000 Penalty: 5483.542480
	Iteration 33F: 3 clusters Score -7988279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -95917.335938 Penalty: 1691.364014
	Iteration 0F: 2 clusters Score -95917.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -94163.890625 Penalty: 3382.728027
	Iteration 0F: 3 clusters Score -94163.89 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -94696.000000 Penalty: 3382.728027
	Iteration 1F: 3 clusters Score -94696 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -94956.671875 Penalty: 3382.728027
	Iteration 2F: 3 clusters Score -94956.67 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -95071.617188 Penalty: 3382.728027
	Iteration 3F: 3 clusters Score -95071.62 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -95136.468750 Penalty: 3382.728027
	Iteration 4Q: 3 clusters Score -95136.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -95170.195312 Penalty: 3382.728027
	Iteration 5Q: 3 clusters Score -95170.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -95211.492188 Penalty: 3382.728027
	Iteration 6Q: 3 clusters Score -95211.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -95238.265625 Penalty: 3382.728027
	Iteration 7Q: 3 clusters Score -95238.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -95252.929688 Penalty: 3382.728027
	Iteration 8Q: 3 clusters Score -95252.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -95274.812500 Penalty: 3382.728027
	Iteration 9Q: 3 clusters Score -95274.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -95284.351562 Penalty: 3382.728027
	Iteration 10Q: 3 clusters Score -95284.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -95288.796875 Penalty: 3382.728027
	Iteration 11Q: 3 clusters Score -95288.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -95291.632812 Penalty: 3382.728027
	Iteration 12Q: 3 clusters Score -95291.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -95293.351562 Penalty: 3382.728027
	Iteration 13Q: 3 clusters Score -95293.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -95300.257812 Penalty: 3382.728027
	Iteration 14Q: 3 clusters Score -95300.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -95302.843750 Penalty: 3382.728027
	Iteration 15Q: 3 clusters Score -95302.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -95307.234375 Penalty: 3382.728027
	Iteration 16Q: 3 clusters Score -95307.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -95322.742188 Penalty: 3382.728027
	Iteration 17Q: 3 clusters Score -95322.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -95326.898438 Penalty: 3382.728027
	Iteration 18Q: 3 clusters Score -95326.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -95329.937500 Penalty: 3382.728027
	Iteration 19Q: 3 clusters Score -95329.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -95331.812500 Penalty: 3382.728027
	Iteration 20F: 3 clusters Score -95331.81 nChanged 0
--- Evaluating fit on full set of 2572252 points ---
Entering Unmasked Estep 
Score: -317665344.000000 Penalty: 73211.046875
21->21 Clusters: Score -317665344.000000, best is -317714432.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 857417 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 40622 members 
Mstep: Class 3 contains 40768 members 
Mstep: Class 4 contains 40904 members 
Mstep: Class 5 contains 40965 members 
Mstep: Class 6 contains 40684 members 
Mstep: Class 7 contains 40666 members 
Mstep: Class 8 contains 41101 members 
Mstep: Class 9 contains 40987 members 
Mstep: Class 10 contains 40283 members 
Mstep: Class 11 contains 41088 members 
Mstep: Class 12 contains 41014 members 
Mstep: Class 13 contains 41029 members 
Mstep: Class 14 contains 40563 members 
Mstep: Class 15 contains 40905 members 
Mstep: Class 16 contains 40603 members 
Mstep: Class 17 contains 40866 members 
Mstep: Class 18 contains 40791 members 
Mstep: Class 19 contains 40614 members 
Mstep: Class 20 contains 40871 members 
Mstep: Class 21 contains 41037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 525.253174 but Gain 3388.093750
Score: -100597264.000000 Penalty: 67761.929688
Iteration 0F: 21 clusters Score -1.005973e+08 nChanged 813626
Entering Unmasked Mstep 
Mstep: Class 0 contains 2448 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 85680 members 
Mstep: Class 3 contains 26227 members 
Mstep: Class 4 contains 51645 members 
Mstep: Class 5 contains 47288 members 
Mstep: Class 6 contains 28033 members 
Mstep: Class 7 contains 58931 members 
Mstep: Class 8 contains 61172 members 
Mstep: Class 10 contains 5783 members 
Mstep: Class 11 contains 62547 members 
Mstep: Class 12 contains 50692 members 
Mstep: Class 13 contains 61627 members 
Mstep: Class 14 contains 29396 members 
Mstep: Class 15 contains 18420 members 
Mstep: Class 16 contains 22699 members 
Mstep: Class 17 contains 45947 members 
Mstep: Class 18 contains 114609 members 
Mstep: Class 19 contains 11063 members 
Mstep: Class 20 contains 28569 members 
Mstep: Class 21 contains 20231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103180816.000000 Penalty: 67761.929688
Iteration 1F: 21 clusters Score -1.031808e+08 nChanged 333382
Entering Unmasked Mstep 
Mstep: Class 0 contains 1246 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 116423 members 
Mstep: Class 3 contains 19115 members 
Mstep: Class 4 contains 52276 members 
Mstep: Class 5 contains 31343 members 
Mstep: Class 6 contains 29319 members 
Mstep: Class 7 contains 41325 members 
Mstep: Class 8 contains 55469 members 
Mstep: Class 10 contains 7746 members 
Mstep: Class 11 contains 84572 members 
Mstep: Class 12 contains 37613 members 
Mstep: Class 13 contains 62921 members 
Mstep: Class 14 contains 23401 members 
Mstep: Class 15 contains 11601 members 
Mstep: Class 16 contains 15175 members 
Mstep: Class 17 contains 39587 members 
Mstep: Class 18 contains 172156 members 
Mstep: Class 19 contains 5982 members 
Mstep: Class 20 contains 17537 members 
Mstep: Class 21 contains 14167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103842904.000000 Penalty: 67761.929688
Iteration 2F: 21 clusters Score -1.038429e+08 nChanged 227289
Entering Unmasked Mstep 
Mstep: Class 0 contains 139 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 142370 members 
Mstep: Class 3 contains 12144 members 
Mstep: Class 4 contains 55795 members 
Mstep: Class 5 contains 22059 members 
Mstep: Class 6 contains 24250 members 
Mstep: Class 7 contains 33776 members 
Mstep: Class 8 contains 41340 members 
Mstep: Class 10 contains 6570 members 
Mstep: Class 11 contains 84401 members 
Mstep: Class 12 contains 28965 members 
Mstep: Class 13 contains 81330 members 
Mstep: Class 14 contains 25503 members 
Mstep: Class 15 contains 7294 members 
Mstep: Class 16 contains 9357 members 
Mstep: Class 17 contains 26376 members 
Mstep: Class 18 contains 220210 members 
Mstep: Class 19 contains 4073 members 
Mstep: Class 20 contains 9626 members 
Mstep: Class 21 contains 9475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104197128.000000 Penalty: 67761.929688
Iteration 3F: 21 clusters Score -1.041971e+08 nChanged 173438
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 155409 members 
Mstep: Class 3 contains 7660 members 
Mstep: Class 4 contains 63713 members 
Mstep: Class 5 contains 16971 members 
Mstep: Class 6 contains 19756 members 
Mstep: Class 7 contains 29898 members 
Mstep: Class 8 contains 25950 members 
Mstep: Class 10 contains 4574 members 
Mstep: Class 11 contains 74533 members 
Mstep: Class 12 contains 24998 members 
Mstep: Class 13 contains 96759 members 
Mstep: Class 14 contains 27145 members 
Mstep: Class 15 contains 2749 members 
Mstep: Class 16 contains 5439 members 
Mstep: Class 17 contains 15274 members 
Mstep: Class 18 contains 264368 members 
Mstep: Class 19 contains 2959 members 
Mstep: Class 20 contains 4918 members 
Mstep: Class 21 contains 6679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 2397.931396 but Gain 3388.097656
Score: -104347160.000000 Penalty: 64373.832031
Iteration 4F: 20 clusters Score -1.043472e+08 nChanged 125281
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 163895 members 
Mstep: Class 3 contains 5069 members 
Mstep: Class 4 contains 74498 members 
Mstep: Class 5 contains 12656 members 
Mstep: Class 6 contains 17623 members 
Mstep: Class 7 contains 25124 members 
Mstep: Class 8 contains 15551 members 
Mstep: Class 10 contains 3265 members 
Mstep: Class 11 contains 65786 members 
Mstep: Class 12 contains 23523 members 
Mstep: Class 13 contains 104099 members 
Mstep: Class 14 contains 26547 members 
Mstep: Class 15 contains 1768 members 
Mstep: Class 16 contains 3335 members 
Mstep: Class 17 contains 8577 members 
Mstep: Class 18 contains 293821 members 
Mstep: Class 19 contains 2541 members 
Mstep: Class 21 contains 5265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2362.202148 but Gain 3388.097656
Score: -104443672.000000 Penalty: 60985.734375
Iteration 5F: 19 clusters Score -1.044437e+08 nChanged 91173
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 168736 members 
Mstep: Class 3 contains 3757 members 
Mstep: Class 4 contains 85002 members 
Mstep: Class 5 contains 8579 members 
Mstep: Class 6 contains 17544 members 
Mstep: Class 7 contains 18562 members 
Mstep: Class 8 contains 9603 members 
Mstep: Class 10 contains 2401 members 
Mstep: Class 11 contains 59892 members 
Mstep: Class 12 contains 23279 members 
Mstep: Class 13 contains 106622 members 
Mstep: Class 14 contains 25512 members 
Mstep: Class 15 contains 1593 members 
Mstep: Class 17 contains 5045 members 
Mstep: Class 18 contains 311869 members 
Mstep: Class 19 contains 2395 members 
Mstep: Class 21 contains 4395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1659.073120 but Gain 3388.093750
Score: -104518328.000000 Penalty: 57597.640625
Iteration 6F: 18 clusters Score -1.045183e+08 nChanged 73697
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 169049 members 
Mstep: Class 3 contains 3119 members 
Mstep: Class 4 contains 93485 members 
Mstep: Class 5 contains 5594 members 
Mstep: Class 6 contains 18524 members 
Mstep: Class 7 contains 11717 members 
Mstep: Class 8 contains 6384 members 
Mstep: Class 10 contains 1884 members 
Mstep: Class 11 contains 55480 members 
Mstep: Class 12 contains 22736 members 
Mstep: Class 13 contains 106114 members 
Mstep: Class 14 contains 24485 members 
Mstep: Class 15 contains 1506 members 
Mstep: Class 17 contains 3204 members 
Mstep: Class 18 contains 328071 members 
Mstep: Class 19 contains 2326 members 
Mstep: Class 21 contains 3723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2721.521240 but Gain 3388.097656
Score: -104542264.000000 Penalty: 54209.542969
Iteration 7F: 17 clusters Score -1.045423e+08 nChanged 59474
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 170305 members 
Mstep: Class 3 contains 3146 members 
Mstep: Class 4 contains 101601 members 
Mstep: Class 5 contains 3902 members 
Mstep: Class 6 contains 20294 members 
Mstep: Class 7 contains 7159 members 
Mstep: Class 8 contains 4977 members 
Mstep: Class 10 contains 1637 members 
Mstep: Class 11 contains 53636 members 
Mstep: Class 12 contains 22210 members 
Mstep: Class 13 contains 105197 members 
Mstep: Class 14 contains 23497 members 
Mstep: Class 15 contains 1453 members 
Mstep: Class 18 contains 332845 members 
Mstep: Class 19 contains 2236 members 
Mstep: Class 21 contains 3306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104557048.000000 Penalty: 54209.542969
Iteration 8F: 17 clusters Score -1.04557e+08 nChanged 43240
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 172149 members 
Mstep: Class 3 contains 3763 members 
Mstep: Class 4 contains 108823 members 
Mstep: Class 5 contains 3209 members 
Mstep: Class 6 contains 22166 members 
Mstep: Class 7 contains 4748 members 
Mstep: Class 8 contains 4463 members 
Mstep: Class 10 contains 1511 members 
Mstep: Class 11 contains 53687 members 
Mstep: Class 12 contains 21891 members 
Mstep: Class 13 contains 103692 members 
Mstep: Class 14 contains 22695 members 
Mstep: Class 15 contains 1424 members 
Mstep: Class 18 contains 328089 members 
Mstep: Class 19 contains 2155 members 
Mstep: Class 21 contains 2936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104577840.000000 Penalty: 54209.542969
Iteration 9F: 17 clusters Score -1.045778e+08 nChanged 34603
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 173277 members 
Mstep: Class 3 contains 5060 members 
Mstep: Class 4 contains 114636 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 6 contains 23791 members 
Mstep: Class 7 contains 3535 members 
Mstep: Class 8 contains 4379 members 
Mstep: Class 10 contains 1411 members 
Mstep: Class 11 contains 55191 members 
Mstep: Class 12 contains 21681 members 
Mstep: Class 13 contains 101368 members 
Mstep: Class 14 contains 22147 members 
Mstep: Class 15 contains 1417 members 
Mstep: Class 18 contains 321769 members 
Mstep: Class 19 contains 2091 members 
Mstep: Class 21 contains 2666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104598960.000000 Penalty: 54209.542969
Iteration 10Q: 17 clusters Score -1.04599e+08 nChanged 30154
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 173287 members 
Mstep: Class 3 contains 6725 members 
Mstep: Class 4 contains 119404 members 
Mstep: Class 5 contains 2949 members 
Mstep: Class 6 contains 25023 members 
Mstep: Class 7 contains 2988 members 
Mstep: Class 8 contains 4592 members 
Mstep: Class 10 contains 1353 members 
Mstep: Class 11 contains 58070 members 
Mstep: Class 12 contains 21545 members 
Mstep: Class 13 contains 98488 members 
Mstep: Class 14 contains 21859 members 
Mstep: Class 15 contains 1417 members 
Mstep: Class 18 contains 315145 members 
Mstep: Class 19 contains 2046 members 
Mstep: Class 21 contains 2510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104618352.000000 Penalty: 54209.542969
Iteration 11Q: 17 clusters Score -1.046184e+08 nChanged 26870
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 172090 members 
Mstep: Class 3 contains 8300 members 
Mstep: Class 4 contains 123527 members 
Mstep: Class 5 contains 2962 members 
Mstep: Class 6 contains 25807 members 
Mstep: Class 7 contains 2746 members 
Mstep: Class 8 contains 4962 members 
Mstep: Class 10 contains 1333 members 
Mstep: Class 11 contains 61849 members 
Mstep: Class 12 contains 21451 members 
Mstep: Class 13 contains 95655 members 
Mstep: Class 14 contains 21750 members 
Mstep: Class 15 contains 1417 members 
Mstep: Class 18 contains 309073 members 
Mstep: Class 19 contains 2023 members 
Mstep: Class 21 contains 2456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104633432.000000 Penalty: 54209.542969
Iteration 12Q: 17 clusters Score -1.046334e+08 nChanged 24310
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 170117 members 
Mstep: Class 3 contains 9441 members 
Mstep: Class 4 contains 127351 members 
Mstep: Class 5 contains 2983 members 
Mstep: Class 6 contains 26274 members 
Mstep: Class 7 contains 2646 members 
Mstep: Class 8 contains 5435 members 
Mstep: Class 10 contains 1329 members 
Mstep: Class 11 contains 66081 members 
Mstep: Class 12 contains 21430 members 
Mstep: Class 13 contains 93170 members 
Mstep: Class 14 contains 21801 members 
Mstep: Class 15 contains 1417 members 
Mstep: Class 18 contains 303453 members 
Mstep: Class 19 contains 2012 members 
Mstep: Class 21 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104643072.000000 Penalty: 54209.542969
Iteration 13Q: 17 clusters Score -1.046431e+08 nChanged 21287
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 167827 members 
Mstep: Class 3 contains 10256 members 
Mstep: Class 4 contains 130997 members 
Mstep: Class 5 contains 3023 members 
Mstep: Class 6 contains 26544 members 
Mstep: Class 7 contains 2575 members 
Mstep: Class 8 contains 5938 members 
Mstep: Class 10 contains 1329 members 
Mstep: Class 11 contains 70225 members 
Mstep: Class 12 contains 21474 members 
Mstep: Class 13 contains 91052 members 
Mstep: Class 14 contains 21989 members 
Mstep: Class 15 contains 1417 members 
Mstep: Class 18 contains 298205 members 
Mstep: Class 19 contains 2000 members 
Mstep: Class 21 contains 2550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104649376.000000 Penalty: 54209.542969
Iteration 14Q: 17 clusters Score -1.046494e+08 nChanged 19469
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 165437 members 
Mstep: Class 3 contains 10779 members 
Mstep: Class 4 contains 134589 members 
Mstep: Class 5 contains 3057 members 
Mstep: Class 6 contains 26678 members 
Mstep: Class 7 contains 2510 members 
Mstep: Class 8 contains 6520 members 
Mstep: Class 10 contains 1330 members 
Mstep: Class 11 contains 74203 members 
Mstep: Class 12 contains 21584 members 
Mstep: Class 13 contains 89324 members 
Mstep: Class 14 contains 22290 members 
Mstep: Class 15 contains 1418 members 
Mstep: Class 18 contains 292964 members 
Mstep: Class 19 contains 1991 members 
Mstep: Class 21 contains 2727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104653616.000000 Penalty: 54209.542969
Iteration 15Q: 17 clusters Score -1.046536e+08 nChanged 18963
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 162739 members 
Mstep: Class 3 contains 11147 members 
Mstep: Class 4 contains 138309 members 
Mstep: Class 5 contains 3079 members 
Mstep: Class 6 contains 26765 members 
Mstep: Class 7 contains 2469 members 
Mstep: Class 8 contains 7122 members 
Mstep: Class 10 contains 1330 members 
Mstep: Class 11 contains 78071 members 
Mstep: Class 12 contains 21710 members 
Mstep: Class 13 contains 87893 members 
Mstep: Class 14 contains 22673 members 
Mstep: Class 15 contains 1418 members 
Mstep: Class 18 contains 287791 members 
Mstep: Class 19 contains 1984 members 
Mstep: Class 21 contains 2901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104657504.000000 Penalty: 54209.542969
Iteration 16Q: 17 clusters Score -1.046575e+08 nChanged 18000
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 160666 members 
Mstep: Class 3 contains 11422 members 
Mstep: Class 4 contains 142335 members 
Mstep: Class 5 contains 3110 members 
Mstep: Class 6 contains 26774 members 
Mstep: Class 7 contains 2463 members 
Mstep: Class 8 contains 7773 members 
Mstep: Class 10 contains 1330 members 
Mstep: Class 11 contains 81856 members 
Mstep: Class 12 contains 21793 members 
Mstep: Class 13 contains 86678 members 
Mstep: Class 14 contains 23126 members 
Mstep: Class 15 contains 1418 members 
Mstep: Class 18 contains 281579 members 
Mstep: Class 19 contains 1978 members 
Mstep: Class 21 contains 3100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104660344.000000 Penalty: 54209.542969
Iteration 17Q: 17 clusters Score -1.046603e+08 nChanged 17524
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 159223 members 
Mstep: Class 3 contains 11635 members 
Mstep: Class 4 contains 146733 members 
Mstep: Class 5 contains 3140 members 
Mstep: Class 6 contains 26792 members 
Mstep: Class 7 contains 2458 members 
Mstep: Class 8 contains 8373 members 
Mstep: Class 10 contains 1330 members 
Mstep: Class 11 contains 85522 members 
Mstep: Class 12 contains 21860 members 
Mstep: Class 13 contains 85660 members 
Mstep: Class 14 contains 23640 members 
Mstep: Class 15 contains 1419 members 
Mstep: Class 18 contains 274351 members 
Mstep: Class 19 contains 1977 members 
Mstep: Class 21 contains 3288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104664824.000000 Penalty: 54209.542969
Iteration 18Q: 17 clusters Score -1.046648e+08 nChanged 17363
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 158311 members 
Mstep: Class 3 contains 11814 members 
Mstep: Class 4 contains 151442 members 
Mstep: Class 5 contains 3171 members 
Mstep: Class 6 contains 26698 members 
Mstep: Class 7 contains 2450 members 
Mstep: Class 8 contains 8974 members 
Mstep: Class 10 contains 1330 members 
Mstep: Class 11 contains 89077 members 
Mstep: Class 12 contains 21907 members 
Mstep: Class 13 contains 84706 members 
Mstep: Class 14 contains 24256 members 
Mstep: Class 15 contains 1419 members 
Mstep: Class 18 contains 266369 members 
Mstep: Class 19 contains 1980 members 
Mstep: Class 21 contains 3497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104669720.000000 Penalty: 54209.542969
Iteration 19Q: 17 clusters Score -1.046697e+08 nChanged 17374
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 157480 members 
Mstep: Class 3 contains 11953 members 
Mstep: Class 4 contains 156423 members 
Mstep: Class 5 contains 3198 members 
Mstep: Class 6 contains 26503 members 
Mstep: Class 7 contains 2449 members 
Mstep: Class 8 contains 9579 members 
Mstep: Class 10 contains 1330 members 
Mstep: Class 11 contains 92575 members 
Mstep: Class 12 contains 21915 members 
Mstep: Class 13 contains 83820 members 
Mstep: Class 14 contains 24949 members 
Mstep: Class 15 contains 1419 members 
Mstep: Class 18 contains 258101 members 
Mstep: Class 19 contains 1982 members 
Mstep: Class 21 contains 3725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104675152.000000 Penalty: 54209.542969
Iteration 20F: 17 clusters Score -1.046752e+08 nChanged 17727
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 156569 members 
Mstep: Class 3 contains 12311 members 
Mstep: Class 4 contains 161613 members 
Mstep: Class 5 contains 3249 members 
Mstep: Class 6 contains 26297 members 
Mstep: Class 7 contains 2481 members 
Mstep: Class 8 contains 10169 members 
Mstep: Class 10 contains 1328 members 
Mstep: Class 11 contains 95923 members 
Mstep: Class 12 contains 21920 members 
Mstep: Class 13 contains 82684 members 
Mstep: Class 14 contains 25743 members 
Mstep: Class 15 contains 1419 members 
Mstep: Class 18 contains 249563 members 
Mstep: Class 19 contains 1982 members 
Mstep: Class 21 contains 4150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104680416.000000 Penalty: 54209.542969
Iteration 21Q: 17 clusters Score -1.046804e+08 nChanged 17367
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 155454 members 
Mstep: Class 3 contains 12600 members 
Mstep: Class 4 contains 167007 members 
Mstep: Class 5 contains 3292 members 
Mstep: Class 6 contains 26044 members 
Mstep: Class 7 contains 2518 members 
Mstep: Class 8 contains 10751 members 
Mstep: Class 10 contains 1327 members 
Mstep: Class 11 contains 98919 members 
Mstep: Class 12 contains 21924 members 
Mstep: Class 13 contains 81707 members 
Mstep: Class 14 contains 26621 members 
Mstep: Class 15 contains 1419 members 
Mstep: Class 18 contains 241263 members 
Mstep: Class 19 contains 1986 members 
Mstep: Class 21 contains 4569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104684648.000000 Penalty: 54209.542969
Iteration 22Q: 17 clusters Score -1.046846e+08 nChanged 17066
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 154112 members 
Mstep: Class 3 contains 12852 members 
Mstep: Class 4 contains 172428 members 
Mstep: Class 5 contains 3340 members 
Mstep: Class 6 contains 25754 members 
Mstep: Class 7 contains 2548 members 
Mstep: Class 8 contains 11295 members 
Mstep: Class 10 contains 1326 members 
Mstep: Class 11 contains 101638 members 
Mstep: Class 12 contains 21906 members 
Mstep: Class 13 contains 80874 members 
Mstep: Class 14 contains 27620 members 
Mstep: Class 15 contains 1419 members 
Mstep: Class 18 contains 233287 members 
Mstep: Class 19 contains 1985 members 
Mstep: Class 21 contains 5017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104688568.000000 Penalty: 54209.542969
Iteration 23Q: 17 clusters Score -1.046886e+08 nChanged 16839
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 152484 members 
Mstep: Class 3 contains 13089 members 
Mstep: Class 4 contains 177991 members 
Mstep: Class 5 contains 3387 members 
Mstep: Class 6 contains 25394 members 
Mstep: Class 7 contains 2576 members 
Mstep: Class 8 contains 11845 members 
Mstep: Class 10 contains 1326 members 
Mstep: Class 11 contains 104032 members 
Mstep: Class 12 contains 21932 members 
Mstep: Class 13 contains 80108 members 
Mstep: Class 14 contains 28747 members 
Mstep: Class 15 contains 1419 members 
Mstep: Class 18 contains 225611 members 
Mstep: Class 19 contains 1987 members 
Mstep: Class 21 contains 5473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104692640.000000 Penalty: 54209.542969
Iteration 24Q: 17 clusters Score -1.046926e+08 nChanged 16739
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 150643 members 
Mstep: Class 3 contains 13283 members 
Mstep: Class 4 contains 183765 members 
Mstep: Class 5 contains 3417 members 
Mstep: Class 6 contains 24990 members 
Mstep: Class 7 contains 2601 members 
Mstep: Class 8 contains 12405 members 
Mstep: Class 10 contains 1326 members 
Mstep: Class 11 contains 106005 members 
Mstep: Class 12 contains 21934 members 
Mstep: Class 13 contains 79438 members 
Mstep: Class 14 contains 29861 members 
Mstep: Class 15 contains 1420 members 
Mstep: Class 18 contains 218373 members 
Mstep: Class 19 contains 1989 members 
Mstep: Class 21 contains 5951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104696480.000000 Penalty: 54209.542969
Iteration 25Q: 17 clusters Score -1.046965e+08 nChanged 16317
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 148508 members 
Mstep: Class 3 contains 13438 members 
Mstep: Class 4 contains 189476 members 
Mstep: Class 5 contains 3446 members 
Mstep: Class 6 contains 24526 members 
Mstep: Class 7 contains 2616 members 
Mstep: Class 8 contains 12916 members 
Mstep: Class 10 contains 1326 members 
Mstep: Class 11 contains 107669 members 
Mstep: Class 12 contains 21942 members 
Mstep: Class 13 contains 78831 members 
Mstep: Class 14 contains 30964 members 
Mstep: Class 15 contains 1420 members 
Mstep: Class 18 contains 211876 members 
Mstep: Class 19 contains 1995 members 
Mstep: Class 21 contains 6452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104700816.000000 Penalty: 54209.542969
Iteration 26Q: 17 clusters Score -1.047008e+08 nChanged 15822
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 146090 members 
Mstep: Class 3 contains 13558 members 
Mstep: Class 4 contains 194869 members 
Mstep: Class 5 contains 3481 members 
Mstep: Class 6 contains 24074 members 
Mstep: Class 7 contains 2630 members 
Mstep: Class 8 contains 13418 members 
Mstep: Class 10 contains 1326 members 
Mstep: Class 11 contains 109044 members 
Mstep: Class 12 contains 21938 members 
Mstep: Class 13 contains 78326 members 
Mstep: Class 14 contains 32170 members 
Mstep: Class 15 contains 1420 members 
Mstep: Class 18 contains 206140 members 
Mstep: Class 19 contains 2004 members 
Mstep: Class 21 contains 6913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104704840.000000 Penalty: 54209.542969
Iteration 27Q: 17 clusters Score -1.047048e+08 nChanged 15527
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 143307 members 
Mstep: Class 3 contains 13676 members 
Mstep: Class 4 contains 200204 members 
Mstep: Class 5 contains 3526 members 
Mstep: Class 6 contains 23686 members 
Mstep: Class 7 contains 2653 members 
Mstep: Class 8 contains 13894 members 
Mstep: Class 10 contains 1326 members 
Mstep: Class 11 contains 110051 members 
Mstep: Class 12 contains 21926 members 
Mstep: Class 13 contains 77915 members 
Mstep: Class 14 contains 33412 members 
Mstep: Class 15 contains 1420 members 
Mstep: Class 18 contains 201098 members 
Mstep: Class 19 contains 2006 members 
Mstep: Class 21 contains 7301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104708016.000000 Penalty: 54209.542969
Iteration 28Q: 17 clusters Score -1.04708e+08 nChanged 14890
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 140378 members 
Mstep: Class 3 contains 13783 members 
Mstep: Class 4 contains 205455 members 
Mstep: Class 5 contains 3558 members 
Mstep: Class 6 contains 23305 members 
Mstep: Class 7 contains 2673 members 
Mstep: Class 8 contains 14401 members 
Mstep: Class 10 contains 1326 members 
Mstep: Class 11 contains 110856 members 
Mstep: Class 12 contains 21913 members 
Mstep: Class 13 contains 77518 members 
Mstep: Class 14 contains 34670 members 
Mstep: Class 15 contains 1419 members 
Mstep: Class 18 contains 196514 members 
Mstep: Class 19 contains 2008 members 
Mstep: Class 21 contains 7624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104709936.000000 Penalty: 54209.542969
Iteration 29Q: 17 clusters Score -1.047099e+08 nChanged 14575
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 137386 members 
Mstep: Class 3 contains 13878 members 
Mstep: Class 4 contains 210863 members 
Mstep: Class 5 contains 3601 members 
Mstep: Class 6 contains 22905 members 
Mstep: Class 7 contains 2677 members 
Mstep: Class 8 contains 14863 members 
Mstep: Class 10 contains 1326 members 
Mstep: Class 11 contains 111487 members 
Mstep: Class 12 contains 21906 members 
Mstep: Class 13 contains 77172 members 
Mstep: Class 14 contains 35957 members 
Mstep: Class 15 contains 1419 members 
Mstep: Class 18 contains 192027 members 
Mstep: Class 19 contains 2010 members 
Mstep: Class 21 contains 7924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104712096.000000 Penalty: 54209.542969
Iteration 30Q: 17 clusters Score -1.047121e+08 nChanged 14665
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 134468 members 
Mstep: Class 3 contains 13959 members 
Mstep: Class 4 contains 216804 members 
Mstep: Class 5 contains 3631 members 
Mstep: Class 6 contains 22498 members 
Mstep: Class 7 contains 2687 members 
Mstep: Class 8 contains 15351 members 
Mstep: Class 10 contains 1325 members 
Mstep: Class 11 contains 111927 members 
Mstep: Class 12 contains 21894 members 
Mstep: Class 13 contains 76866 members 
Mstep: Class 14 contains 37225 members 
Mstep: Class 15 contains 1419 members 
Mstep: Class 18 contains 187162 members 
Mstep: Class 19 contains 2013 members 
Mstep: Class 21 contains 8172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104714384.000000 Penalty: 54209.542969
Iteration 31Q: 17 clusters Score -1.047144e+08 nChanged 14395
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 131588 members 
Mstep: Class 3 contains 14022 members 
Mstep: Class 4 contains 223146 members 
Mstep: Class 5 contains 3668 members 
Mstep: Class 6 contains 22181 members 
Mstep: Class 7 contains 2681 members 
Mstep: Class 8 contains 15787 members 
Mstep: Class 10 contains 1325 members 
Mstep: Class 11 contains 112113 members 
Mstep: Class 12 contains 21875 members 
Mstep: Class 13 contains 76634 members 
Mstep: Class 14 contains 38501 members 
Mstep: Class 15 contains 1420 members 
Mstep: Class 18 contains 182075 members 
Mstep: Class 19 contains 2017 members 
Mstep: Class 21 contains 8368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104715904.000000 Penalty: 54209.542969
Iteration 32Q: 17 clusters Score -1.047159e+08 nChanged 14127
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 128812 members 
Mstep: Class 3 contains 14071 members 
Mstep: Class 4 contains 229861 members 
Mstep: Class 5 contains 3697 members 
Mstep: Class 6 contains 21900 members 
Mstep: Class 7 contains 2660 members 
Mstep: Class 8 contains 16229 members 
Mstep: Class 10 contains 1325 members 
Mstep: Class 11 contains 112080 members 
Mstep: Class 12 contains 21853 members 
Mstep: Class 13 contains 76455 members 
Mstep: Class 14 contains 39725 members 
Mstep: Class 15 contains 1420 members 
Mstep: Class 18 contains 176731 members 
Mstep: Class 19 contains 2022 members 
Mstep: Class 21 contains 8560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104717384.000000 Penalty: 54209.542969
Iteration 33Q: 17 clusters Score -1.047174e+08 nChanged 13862
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 126214 members 
Mstep: Class 3 contains 14136 members 
Mstep: Class 4 contains 236716 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 21578 members 
Mstep: Class 7 contains 2633 members 
Mstep: Class 8 contains 16639 members 
Mstep: Class 10 contains 1325 members 
Mstep: Class 11 contains 111904 members 
Mstep: Class 12 contains 21838 members 
Mstep: Class 13 contains 76298 members 
Mstep: Class 14 contains 40884 members 
Mstep: Class 15 contains 1421 members 
Mstep: Class 18 contains 171334 members 
Mstep: Class 19 contains 2025 members 
Mstep: Class 21 contains 8725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104718528.000000 Penalty: 54209.542969
Iteration 34Q: 17 clusters Score -1.047185e+08 nChanged 13636
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 123794 members 
Mstep: Class 3 contains 14176 members 
Mstep: Class 4 contains 243617 members 
Mstep: Class 5 contains 3786 members 
Mstep: Class 6 contains 21330 members 
Mstep: Class 7 contains 2614 members 
Mstep: Class 8 contains 17024 members 
Mstep: Class 10 contains 1326 members 
Mstep: Class 11 contains 111556 members 
Mstep: Class 12 contains 21820 members 
Mstep: Class 13 contains 76120 members 
Mstep: Class 14 contains 42004 members 
Mstep: Class 15 contains 1421 members 
Mstep: Class 18 contains 165927 members 
Mstep: Class 19 contains 2034 members 
Mstep: Class 21 contains 8852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104719904.000000 Penalty: 54209.542969
Iteration 35Q: 17 clusters Score -1.047199e+08 nChanged 13306
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 121560 members 
Mstep: Class 3 contains 14238 members 
Mstep: Class 4 contains 250334 members 
Mstep: Class 5 contains 3827 members 
Mstep: Class 6 contains 21084 members 
Mstep: Class 7 contains 2596 members 
Mstep: Class 8 contains 17367 members 
Mstep: Class 10 contains 1327 members 
Mstep: Class 11 contains 111082 members 
Mstep: Class 12 contains 21794 members 
Mstep: Class 13 contains 75945 members 
Mstep: Class 14 contains 43062 members 
Mstep: Class 15 contains 1421 members 
Mstep: Class 18 contains 160775 members 
Mstep: Class 19 contains 2040 members 
Mstep: Class 21 contains 8949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104720312.000000 Penalty: 54209.542969
Iteration 36Q: 17 clusters Score -1.047203e+08 nChanged 13101
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 119454 members 
Mstep: Class 3 contains 14279 members 
Mstep: Class 4 contains 256677 members 
Mstep: Class 5 contains 3856 members 
Mstep: Class 6 contains 20879 members 
Mstep: Class 7 contains 2580 members 
Mstep: Class 8 contains 17701 members 
Mstep: Class 10 contains 1327 members 
Mstep: Class 11 contains 110457 members 
Mstep: Class 12 contains 21774 members 
Mstep: Class 13 contains 75842 members 
Mstep: Class 14 contains 44166 members 
Mstep: Class 15 contains 1421 members 
Mstep: Class 18 contains 155931 members 
Mstep: Class 19 contains 2041 members 
Mstep: Class 21 contains 9016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104720808.000000 Penalty: 54209.542969
Iteration 37Q: 17 clusters Score -1.047208e+08 nChanged 12677
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 117559 members 
Mstep: Class 3 contains 14325 members 
Mstep: Class 4 contains 262445 members 
Mstep: Class 5 contains 3893 members 
Mstep: Class 6 contains 20693 members 
Mstep: Class 7 contains 2559 members 
Mstep: Class 8 contains 18004 members 
Mstep: Class 10 contains 1327 members 
Mstep: Class 11 contains 109756 members 
Mstep: Class 12 contains 21770 members 
Mstep: Class 13 contains 75756 members 
Mstep: Class 14 contains 45227 members 
Mstep: Class 15 contains 1422 members 
Mstep: Class 18 contains 151556 members 
Mstep: Class 19 contains 2044 members 
Mstep: Class 21 contains 9065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104721456.000000 Penalty: 54209.542969
Iteration 38Q: 17 clusters Score -1.047215e+08 nChanged 11957
Entering ConstructFrom: 
Score: -104721456.000000 Penalty: 54209.542969
Entering ConstructFrom: 
Trying to split cluster 2 (115907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115907 members 
Entering Unmasked Estep 
Score: -14515329.000000 Penalty: 2891.814697
	Iteration 0F: 2 clusters Score -1.451533e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57910 members 
Mstep: Class 2 contains 57997 members 
Entering Unmasked Estep 
Score: -14437892.000000 Penalty: 5783.629395
	Iteration 0F: 3 clusters Score -1.443789e+07 nChanged 54873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57681 members 
Mstep: Class 2 contains 58226 members 
Entering Unmasked Estep 
Score: -14469704.000000 Penalty: 5783.629395
	Iteration 1F: 3 clusters Score -1.44697e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57654 members 
Mstep: Class 2 contains 58253 members 
Entering Unmasked Estep 
Score: -14470960.000000 Penalty: 5783.629395
	Iteration 2Q: 3 clusters Score -1.447096e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57862 members 
Mstep: Class 2 contains 58045 members 
Entering Unmasked Estep 
Score: -14472796.000000 Penalty: 5783.629395
	Iteration 3Q: 3 clusters Score -1.44728e+07 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58459 members 
Mstep: Class 2 contains 57448 members 
Entering Unmasked Estep 
Score: -14475315.000000 Penalty: 5783.629395
	Iteration 4Q: 3 clusters Score -1.447532e+07 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59816 members 
Mstep: Class 2 contains 56091 members 
Entering Unmasked Estep 
Score: -14478326.000000 Penalty: 5783.629395
	Iteration 5F: 3 clusters Score -1.447833e+07 nChanged 6981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62191 members 
Mstep: Class 2 contains 53716 members 
Entering Unmasked Estep 
Score: -14481736.000000 Penalty: 5783.629395
	Iteration 6F: 3 clusters Score -1.448174e+07 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65517 members 
Mstep: Class 2 contains 50390 members 
Entering Unmasked Estep 
Score: -14485523.000000 Penalty: 5783.629395
	Iteration 7F: 3 clusters Score -1.448552e+07 nChanged 7040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69677 members 
Mstep: Class 2 contains 46230 members 
Entering Unmasked Estep 
Score: -14489378.000000 Penalty: 5783.629395
	Iteration 8F: 3 clusters Score -1.448938e+07 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74432 members 
Mstep: Class 2 contains 41475 members 
Entering Unmasked Estep 
Score: -14493366.000000 Penalty: 5783.629395
	Iteration 9F: 3 clusters Score -1.449337e+07 nChanged 6073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79403 members 
Mstep: Class 2 contains 36504 members 
Entering Unmasked Estep 
Score: -14497283.000000 Penalty: 5783.629395
	Iteration 10F: 3 clusters Score -1.449728e+07 nChanged 5514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84371 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -14500768.000000 Penalty: 5783.629395
	Iteration 11Q: 3 clusters Score -1.450077e+07 nChanged 4932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89083 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -14504284.000000 Penalty: 5783.629395
	Iteration 12Q: 3 clusters Score -1.450428e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93267 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -14507220.000000 Penalty: 5783.629395
	Iteration 13Q: 3 clusters Score -1.450722e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96842 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -14509695.000000 Penalty: 5783.629395
	Iteration 14Q: 3 clusters Score -1.45097e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99968 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -14511576.000000 Penalty: 5783.629395
	Iteration 15Q: 3 clusters Score -1.451158e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102581 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -14512937.000000 Penalty: 5783.629395
	Iteration 16Q: 3 clusters Score -1.451294e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104744 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -14514002.000000 Penalty: 5783.629395
	Iteration 17Q: 3 clusters Score -1.4514e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106553 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -14514847.000000 Penalty: 5783.629395
	Iteration 18Q: 3 clusters Score -1.451485e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108075 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -14515472.000000 Penalty: 5783.629395
	Iteration 19Q: 3 clusters Score -1.451547e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109300 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -14515958.000000 Penalty: 5783.629395
	Iteration 20F: 3 clusters Score -1.451596e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110248 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -14516290.000000 Penalty: 5783.629395
	Iteration 21Q: 3 clusters Score -1.451629e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110967 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -14516456.000000 Penalty: 5783.629395
	Iteration 22Q: 3 clusters Score -1.451646e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111558 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -14516674.000000 Penalty: 5783.629395
	Iteration 23Q: 3 clusters Score -1.451667e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112018 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -14516851.000000 Penalty: 5783.629395
	Iteration 24Q: 3 clusters Score -1.451685e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112355 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -14517016.000000 Penalty: 5783.629395
	Iteration 25Q: 3 clusters Score -1.451702e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112649 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -14517112.000000 Penalty: 5783.629395
	Iteration 26Q: 3 clusters Score -1.451711e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112867 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -14517170.000000 Penalty: 5783.629395
	Iteration 27Q: 3 clusters Score -1.451717e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113032 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -14517246.000000 Penalty: 5783.629395
	Iteration 28Q: 3 clusters Score -1.451725e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113145 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -14517278.000000 Penalty: 5783.629395
	Iteration 29Q: 3 clusters Score -1.451728e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113240 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -14517279.000000 Penalty: 5783.629395
	Iteration 30Q: 3 clusters Score -1.451728e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113318 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -14517296.000000 Penalty: 5783.629395
	Iteration 31Q: 3 clusters Score -1.45173e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113388 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -14517314.000000 Penalty: 5783.629395
	Iteration 32Q: 3 clusters Score -1.451731e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113452 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -14517339.000000 Penalty: 5783.629395
	Iteration 33Q: 3 clusters Score -1.451734e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113491 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -14517340.000000 Penalty: 5783.629395
	Iteration 34Q: 3 clusters Score -1.451734e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113520 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -14517353.000000 Penalty: 5783.629395
	Iteration 35Q: 3 clusters Score -1.451735e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113542 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -14517354.000000 Penalty: 5783.629395
	Iteration 36Q: 3 clusters Score -1.451735e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113563 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -14517352.000000 Penalty: 5783.629395
	Iteration 37Q: 3 clusters Score -1.451735e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113579 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -14517342.000000 Penalty: 5783.629395
	Iteration 38Q: 3 clusters Score -1.451734e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113597 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -14517350.000000 Penalty: 5783.629395
	Iteration 39Q: 3 clusters Score -1.451735e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113612 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -14517369.000000 Penalty: 5783.629395
	Iteration 40F: 3 clusters Score -1.451737e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113611 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -14517384.000000 Penalty: 5783.629395
	Iteration 41Q: 3 clusters Score -1.451738e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113624 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -14517377.000000 Penalty: 5783.629395
	Iteration 42Q: 3 clusters Score -1.451738e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113637 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -14517381.000000 Penalty: 5783.629395
	Iteration 43Q: 3 clusters Score -1.451738e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113652 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -14517391.000000 Penalty: 5783.629395
	Iteration 44Q: 3 clusters Score -1.451739e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113667 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -14517383.000000 Penalty: 5783.629395
	Iteration 45Q: 3 clusters Score -1.451738e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113681 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -14517383.000000 Penalty: 5783.629395
	Iteration 46Q: 3 clusters Score -1.451738e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113685 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -14517383.000000 Penalty: 5783.629395
	Iteration 47Q: 3 clusters Score -1.451738e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113689 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -14517380.000000 Penalty: 5783.629395
	Iteration 48Q: 3 clusters Score -1.451738e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113694 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -14517380.000000 Penalty: 5783.629395
	Iteration 49Q: 3 clusters Score -1.451738e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113697 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -14517380.000000 Penalty: 5783.629395
	Iteration 50Q: 3 clusters Score -1.451738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113698 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -14517376.000000 Penalty: 5783.629395
	Iteration 51Q: 3 clusters Score -1.451738e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113699 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -14517383.000000 Penalty: 5783.629395
	Iteration 52Q: 3 clusters Score -1.451738e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113699 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -14517383.000000 Penalty: 5783.629395
	Iteration 53F: 3 clusters Score -1.451738e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 113699 members 
Mstep: Class 3 contains 14364 members 
Mstep: Class 4 contains 267406 members 
Mstep: Class 5 contains 3916 members 
Mstep: Class 6 contains 20582 members 
Mstep: Class 7 contains 2534 members 
Mstep: Class 8 contains 18295 members 
Mstep: Class 10 contains 1327 members 
Mstep: Class 11 contains 109001 members 
Mstep: Class 12 contains 21771 members 
Mstep: Class 13 contains 75711 members 
Mstep: Class 14 contains 46232 members 
Mstep: Class 15 contains 1422 members 
Mstep: Class 18 contains 147796 members 
Mstep: Class 19 contains 2052 members 
Mstep: Class 21 contains 9085 members 
Entering Unmasked Estep 
Score: -104721920.000000 Penalty: 57597.640625
Splitting cluster 2 changes total score from -104721456.000000 to -104721920.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 3 (14364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Entering Unmasked Estep 
Score: -1789755.625000 Penalty: 2373.975098
	Iteration 0F: 2 clusters Score -1789756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1779320.125000 Penalty: 4747.950195
	Iteration 0F: 3 clusters Score -1779320 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1782680.625000 Penalty: 4747.950195
	Iteration 1F: 3 clusters Score -1782681 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1783156.500000 Penalty: 4747.950195
	Iteration 2F: 3 clusters Score -1783156 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1783583.375000 Penalty: 4747.950195
	Iteration 3F: 3 clusters Score -1783583 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1784013.625000 Penalty: 4747.950195
	Iteration 4F: 3 clusters Score -1784014 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1784452.625000 Penalty: 4747.950195
	Iteration 5F: 3 clusters Score -1784453 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1784922.625000 Penalty: 4747.950195
	Iteration 6F: 3 clusters Score -1784923 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1785398.500000 Penalty: 4747.950195
	Iteration 7Q: 3 clusters Score -1785398 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1785870.000000 Penalty: 4747.950195
	Iteration 8Q: 3 clusters Score -1785870 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1786223.750000 Penalty: 4747.950195
	Iteration 9Q: 3 clusters Score -1786224 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1786511.625000 Penalty: 4747.950195
	Iteration 10Q: 3 clusters Score -1786512 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1786790.250000 Penalty: 4747.950195
	Iteration 11Q: 3 clusters Score -1786790 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1787010.125000 Penalty: 4747.950195
	Iteration 12Q: 3 clusters Score -1787010 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1787177.375000 Penalty: 4747.950195
	Iteration 13Q: 3 clusters Score -1787177 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1787303.375000 Penalty: 4747.950195
	Iteration 14Q: 3 clusters Score -1787303 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1787395.875000 Penalty: 4747.950195
	Iteration 15Q: 3 clusters Score -1787396 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1787456.250000 Penalty: 4747.950195
	Iteration 16Q: 3 clusters Score -1787456 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13468 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1787507.375000 Penalty: 4747.950195
	Iteration 17Q: 3 clusters Score -1787507 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1787557.000000 Penalty: 4747.950195
	Iteration 18Q: 3 clusters Score -1787557 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1787602.625000 Penalty: 4747.950195
	Iteration 19Q: 3 clusters Score -1787603 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1787631.625000 Penalty: 4747.950195
	Iteration 20F: 3 clusters Score -1787632 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1787649.375000 Penalty: 4747.950195
	Iteration 21Q: 3 clusters Score -1787649 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -1787661.000000 Penalty: 4747.950195
	Iteration 22Q: 3 clusters Score -1787661 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1787664.250000 Penalty: 4747.950195
	Iteration 23Q: 3 clusters Score -1787664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1787676.875000 Penalty: 4747.950195
	Iteration 24Q: 3 clusters Score -1787677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1787682.000000 Penalty: 4747.950195
	Iteration 25Q: 3 clusters Score -1787682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1787687.375000 Penalty: 4747.950195
	Iteration 26Q: 3 clusters Score -1787687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -1787685.375000 Penalty: 4747.950195
	Iteration 27Q: 3 clusters Score -1787685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13700 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1787687.250000 Penalty: 4747.950195
	Iteration 28Q: 3 clusters Score -1787687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1787691.875000 Penalty: 4747.950195
	Iteration 29Q: 3 clusters Score -1787692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1787691.000000 Penalty: 4747.950195
	Iteration 30Q: 3 clusters Score -1787691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1787691.500000 Penalty: 4747.950195
	Iteration 31Q: 3 clusters Score -1787692 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1787691.500000 Penalty: 4747.950195
	Iteration 32F: 3 clusters Score -1787692 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (267406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267406 members 
Entering Unmasked Estep 
Score: -33135084.000000 Penalty: 3099.137939
	Iteration 0F: 2 clusters Score -3.313508e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133486 members 
Mstep: Class 2 contains 133920 members 
Entering Unmasked Estep 
Score: -32963958.000000 Penalty: 6198.275879
	Iteration 0F: 3 clusters Score -3.296396e+07 nChanged 129205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129673 members 
Mstep: Class 2 contains 137733 members 
Entering Unmasked Estep 
Score: -33040870.000000 Penalty: 6198.275879
	Iteration 1F: 3 clusters Score -3.304087e+07 nChanged 6657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127188 members 
Mstep: Class 2 contains 140218 members 
Entering Unmasked Estep 
Score: -33042186.000000 Penalty: 6198.275879
	Iteration 2Q: 3 clusters Score -3.304219e+07 nChanged 7198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123464 members 
Mstep: Class 2 contains 143942 members 
Entering Unmasked Estep 
Score: -33043654.000000 Penalty: 6198.275879
	Iteration 3Q: 3 clusters Score -3.304365e+07 nChanged 8134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117784 members 
Mstep: Class 2 contains 149622 members 
Entering Unmasked Estep 
Score: -33045852.000000 Penalty: 6198.275879
	Iteration 4Q: 3 clusters Score -3.304585e+07 nChanged 10000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109300 members 
Mstep: Class 2 contains 158106 members 
Entering Unmasked Estep 
Score: -33049434.000000 Penalty: 6198.275879
	Iteration 5Q: 3 clusters Score -3.304943e+07 nChanged 13269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96881 members 
Mstep: Class 2 contains 170525 members 
Entering Unmasked Estep 
Score: -33056262.000000 Penalty: 6198.275879
	Iteration 6Q: 3 clusters Score -3.305626e+07 nChanged 17341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79976 members 
Mstep: Class 2 contains 187430 members 
Entering Unmasked Estep 
Score: -33068200.000000 Penalty: 6198.275879
	Iteration 7F: 3 clusters Score -3.30682e+07 nChanged 20362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59852 members 
Mstep: Class 2 contains 207554 members 
Entering Unmasked Estep 
Score: -33084384.000000 Penalty: 6198.275879
	Iteration 8F: 3 clusters Score -3.308438e+07 nChanged 19429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40567 members 
Mstep: Class 2 contains 226839 members 
Entering Unmasked Estep 
Score: -33099848.000000 Penalty: 6198.275879
	Iteration 9F: 3 clusters Score -3.309985e+07 nChanged 14709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 241390 members 
Entering Unmasked Estep 
Score: -33112168.000000 Penalty: 6198.275879
	Iteration 10F: 3 clusters Score -3.311217e+07 nChanged 9682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 250932 members 
Entering Unmasked Estep 
Score: -33119820.000000 Penalty: 6198.275879
	Iteration 11Q: 3 clusters Score -3.311982e+07 nChanged 6084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 256918 members 
Entering Unmasked Estep 
Score: -33124460.000000 Penalty: 6198.275879
	Iteration 12Q: 3 clusters Score -3.312446e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 260578 members 
Entering Unmasked Estep 
Score: -33127304.000000 Penalty: 6198.275879
	Iteration 13Q: 3 clusters Score -3.31273e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 262904 members 
Entering Unmasked Estep 
Score: -33129088.000000 Penalty: 6198.275879
	Iteration 14Q: 3 clusters Score -3.312909e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 264355 members 
Entering Unmasked Estep 
Score: -33130296.000000 Penalty: 6198.275879
	Iteration 15Q: 3 clusters Score -3.31303e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 265243 members 
Entering Unmasked Estep 
Score: -33130944.000000 Penalty: 6198.275879
	Iteration 16Q: 3 clusters Score -3.313094e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 265768 members 
Entering Unmasked Estep 
Score: -33131388.000000 Penalty: 6198.275879
	Iteration 17Q: 3 clusters Score -3.313139e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 266084 members 
Entering Unmasked Estep 
Score: -33131710.000000 Penalty: 6198.275879
	Iteration 18Q: 3 clusters Score -3.313171e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 266274 members 
Entering Unmasked Estep 
Score: -33131882.000000 Penalty: 6198.275879
	Iteration 19Q: 3 clusters Score -3.313188e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 266374 members 
Entering Unmasked Estep 
Score: -33132002.000000 Penalty: 6198.275879
	Iteration 20F: 3 clusters Score -3.3132e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 266446 members 
Entering Unmasked Estep 
Score: -33132110.000000 Penalty: 6198.275879
	Iteration 21Q: 3 clusters Score -3.313211e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 266510 members 
Entering Unmasked Estep 
Score: -33132170.000000 Penalty: 6198.275879
	Iteration 22Q: 3 clusters Score -3.313217e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 266538 members 
Entering Unmasked Estep 
Score: -33132196.000000 Penalty: 6198.275879
	Iteration 23Q: 3 clusters Score -3.31322e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 266568 members 
Entering Unmasked Estep 
Score: -33132202.000000 Penalty: 6198.275879
	Iteration 24Q: 3 clusters Score -3.31322e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 266582 members 
Entering Unmasked Estep 
Score: -33132210.000000 Penalty: 6198.275879
	Iteration 25Q: 3 clusters Score -3.313221e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 266589 members 
Entering Unmasked Estep 
Score: -33132218.000000 Penalty: 6198.275879
	Iteration 26Q: 3 clusters Score -3.313222e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 266601 members 
Entering Unmasked Estep 
Score: -33132254.000000 Penalty: 6198.275879
	Iteration 27Q: 3 clusters Score -3.313225e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 266613 members 
Entering Unmasked Estep 
Score: -33132268.000000 Penalty: 6198.275879
	Iteration 28Q: 3 clusters Score -3.313227e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 266622 members 
Entering Unmasked Estep 
Score: -33132280.000000 Penalty: 6198.275879
	Iteration 29Q: 3 clusters Score -3.313228e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 266630 members 
Entering Unmasked Estep 
Score: -33132284.000000 Penalty: 6198.275879
	Iteration 30Q: 3 clusters Score -3.313228e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 266641 members 
Entering Unmasked Estep 
Score: -33132296.000000 Penalty: 6198.275879
	Iteration 31Q: 3 clusters Score -3.31323e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 266648 members 
Entering Unmasked Estep 
Score: -33132284.000000 Penalty: 6198.275879
	Iteration 32Q: 3 clusters Score -3.313228e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 266655 members 
Entering Unmasked Estep 
Score: -33132292.000000 Penalty: 6198.275879
	Iteration 33Q: 3 clusters Score -3.313229e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 266658 members 
Entering Unmasked Estep 
Score: -33132310.000000 Penalty: 6198.275879
	Iteration 34Q: 3 clusters Score -3.313231e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 266660 members 
Entering Unmasked Estep 
Score: -33132316.000000 Penalty: 6198.275879
	Iteration 35Q: 3 clusters Score -3.313232e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 266664 members 
Entering Unmasked Estep 
Score: -33132320.000000 Penalty: 6198.275879
	Iteration 36Q: 3 clusters Score -3.313232e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 266674 members 
Entering Unmasked Estep 
Score: -33132320.000000 Penalty: 6198.275879
	Iteration 37Q: 3 clusters Score -3.313232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 266677 members 
Entering Unmasked Estep 
Score: -33132308.000000 Penalty: 6198.275879
	Iteration 38Q: 3 clusters Score -3.313231e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 266679 members 
Entering Unmasked Estep 
Score: -33132318.000000 Penalty: 6198.275879
	Iteration 39Q: 3 clusters Score -3.313232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 266681 members 
Entering Unmasked Estep 
Score: -33132334.000000 Penalty: 6198.275879
	Iteration 40F: 3 clusters Score -3.313233e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 266686 members 
Entering Unmasked Estep 
Score: -33132336.000000 Penalty: 6198.275879
	Iteration 41Q: 3 clusters Score -3.313234e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 266691 members 
Entering Unmasked Estep 
Score: -33132348.000000 Penalty: 6198.275879
	Iteration 42Q: 3 clusters Score -3.313235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 266694 members 
Entering Unmasked Estep 
Score: -33132348.000000 Penalty: 6198.275879
	Iteration 43Q: 3 clusters Score -3.313235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 266699 members 
Entering Unmasked Estep 
Score: -33132354.000000 Penalty: 6198.275879
	Iteration 44Q: 3 clusters Score -3.313235e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 266705 members 
Entering Unmasked Estep 
Score: -33132338.000000 Penalty: 6198.275879
	Iteration 45Q: 3 clusters Score -3.313234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 266706 members 
Entering Unmasked Estep 
Score: -33132350.000000 Penalty: 6198.275879
	Iteration 46Q: 3 clusters Score -3.313235e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 266710 members 
Entering Unmasked Estep 
Score: -33132362.000000 Penalty: 6198.275879
	Iteration 47Q: 3 clusters Score -3.313236e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 266712 members 
Entering Unmasked Estep 
Score: -33132374.000000 Penalty: 6198.275879
	Iteration 48Q: 3 clusters Score -3.313237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 266716 members 
Entering Unmasked Estep 
Score: -33132382.000000 Penalty: 6198.275879
	Iteration 49Q: 3 clusters Score -3.313238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 266716 members 
Entering Unmasked Estep 
Score: -33132382.000000 Penalty: 6198.275879
	Iteration 50Q: 3 clusters Score -3.313238e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 266716 members 
Entering Unmasked Estep 
Score: -33132382.000000 Penalty: 6198.275879
	Iteration 51F: 3 clusters Score -3.313238e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Entering Unmasked Estep 
Score: -458557.875000 Penalty: 2051.660889
	Iteration 0F: 2 clusters Score -458557.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -454740.437500 Penalty: 4103.321777
	Iteration 0F: 3 clusters Score -454740.4 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -455671.562500 Penalty: 4103.321777
	Iteration 1F: 3 clusters Score -455671.6 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -455884.562500 Penalty: 4103.321777
	Iteration 2F: 3 clusters Score -455884.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -456011.218750 Penalty: 4103.321777
	Iteration 3Q: 3 clusters Score -456011.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -456096.187500 Penalty: 4103.321777
	Iteration 4Q: 3 clusters Score -456096.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -456171.281250 Penalty: 4103.321777
	Iteration 5Q: 3 clusters Score -456171.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -456235.000000 Penalty: 4103.321777
	Iteration 6Q: 3 clusters Score -456235 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -456296.875000 Penalty: 4103.321777
	Iteration 7Q: 3 clusters Score -456296.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -456355.375000 Penalty: 4103.321777
	Iteration 8Q: 3 clusters Score -456355.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -456411.781250 Penalty: 4103.321777
	Iteration 9Q: 3 clusters Score -456411.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -456459.750000 Penalty: 4103.321777
	Iteration 10Q: 3 clusters Score -456459.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -456509.000000 Penalty: 4103.321777
	Iteration 11Q: 3 clusters Score -456509 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -456566.218750 Penalty: 4103.321777
	Iteration 12Q: 3 clusters Score -456566.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -456621.687500 Penalty: 4103.321777
	Iteration 13Q: 3 clusters Score -456621.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -456676.843750 Penalty: 4103.321777
	Iteration 14Q: 3 clusters Score -456676.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -456739.218750 Penalty: 4103.321777
	Iteration 15Q: 3 clusters Score -456739.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -456822.062500 Penalty: 4103.321777
	Iteration 16Q: 3 clusters Score -456822.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -456930.531250 Penalty: 4103.321777
	Iteration 17Q: 3 clusters Score -456930.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -457073.500000 Penalty: 4103.321777
	Iteration 18Q: 3 clusters Score -457073.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -457196.812500 Penalty: 4103.321777
	Iteration 19Q: 3 clusters Score -457196.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -457316.000000 Penalty: 4103.321777
	Iteration 20F: 3 clusters Score -457316 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -457415.656250 Penalty: 4103.321777
	Iteration 21Q: 3 clusters Score -457415.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -457476.656250 Penalty: 4103.321777
	Iteration 22Q: 3 clusters Score -457476.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -457520.843750 Penalty: 4103.321777
	Iteration 23Q: 3 clusters Score -457520.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -457557.468750 Penalty: 4103.321777
	Iteration 24Q: 3 clusters Score -457557.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -457576.625000 Penalty: 4103.321777
	Iteration 25Q: 3 clusters Score -457576.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -457587.000000 Penalty: 4103.321777
	Iteration 26Q: 3 clusters Score -457587 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -457592.468750 Penalty: 4103.321777
	Iteration 27Q: 3 clusters Score -457592.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -457596.437500 Penalty: 4103.321777
	Iteration 28Q: 3 clusters Score -457596.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -457600.906250 Penalty: 4103.321777
	Iteration 29Q: 3 clusters Score -457600.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -457603.406250 Penalty: 4103.321777
	Iteration 30Q: 3 clusters Score -457603.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -457602.531250 Penalty: 4103.321777
	Iteration 31Q: 3 clusters Score -457602.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -457604.375000 Penalty: 4103.321777
	Iteration 32Q: 3 clusters Score -457604.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -457603.562500 Penalty: 4103.321777
	Iteration 33Q: 3 clusters Score -457603.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -457604.218750 Penalty: 4103.321777
	Iteration 34Q: 3 clusters Score -457604.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -457604.562500 Penalty: 4103.321777
	Iteration 35Q: 3 clusters Score -457604.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -457605.343750 Penalty: 4103.321777
	Iteration 36Q: 3 clusters Score -457605.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -457605.343750 Penalty: 4103.321777
	Iteration 37F: 3 clusters Score -457605.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Entering Unmasked Estep 
Score: -2587090.500000 Penalty: 2463.178711
	Iteration 0F: 2 clusters Score -2587090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -2572497.000000 Penalty: 4926.357422
	Iteration 0F: 3 clusters Score -2572497 nChanged 9099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -2577282.750000 Penalty: 4926.357422
	Iteration 1F: 3 clusters Score -2577283 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -2577662.000000 Penalty: 4926.357422
	Iteration 2F: 3 clusters Score -2577662 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -2577987.000000 Penalty: 4926.357422
	Iteration 3Q: 3 clusters Score -2577987 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -2578339.250000 Penalty: 4926.357422
	Iteration 4Q: 3 clusters Score -2578339 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -2578749.500000 Penalty: 4926.357422
	Iteration 5Q: 3 clusters Score -2578750 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -2579240.750000 Penalty: 4926.357422
	Iteration 6Q: 3 clusters Score -2579241 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -2579864.500000 Penalty: 4926.357422
	Iteration 7F: 3 clusters Score -2579864 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -2580667.250000 Penalty: 4926.357422
	Iteration 8F: 3 clusters Score -2580667 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -2581682.750000 Penalty: 4926.357422
	Iteration 9F: 3 clusters Score -2581683 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -2582784.500000 Penalty: 4926.357422
	Iteration 10F: 3 clusters Score -2582784 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -2583710.500000 Penalty: 4926.357422
	Iteration 11Q: 3 clusters Score -2583710 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -2584298.750000 Penalty: 4926.357422
	Iteration 12Q: 3 clusters Score -2584299 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -2584620.250000 Penalty: 4926.357422
	Iteration 13Q: 3 clusters Score -2584620 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -2584772.000000 Penalty: 4926.357422
	Iteration 14Q: 3 clusters Score -2584772 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -2584853.750000 Penalty: 4926.357422
	Iteration 15Q: 3 clusters Score -2584854 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -2584891.250000 Penalty: 4926.357422
	Iteration 16Q: 3 clusters Score -2584891 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -2584919.750000 Penalty: 4926.357422
	Iteration 17Q: 3 clusters Score -2584920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -2584941.500000 Penalty: 4926.357422
	Iteration 18Q: 3 clusters Score -2584942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -2584955.000000 Penalty: 4926.357422
	Iteration 19Q: 3 clusters Score -2584955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -2584970.500000 Penalty: 4926.357422
	Iteration 20F: 3 clusters Score -2584970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -2584984.750000 Penalty: 4926.357422
	Iteration 21Q: 3 clusters Score -2584985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -2584999.250000 Penalty: 4926.357422
	Iteration 22Q: 3 clusters Score -2584999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -2585004.750000 Penalty: 4926.357422
	Iteration 23Q: 3 clusters Score -2585005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -2585009.000000 Penalty: 4926.357422
	Iteration 24Q: 3 clusters Score -2585009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -2585011.250000 Penalty: 4926.357422
	Iteration 25Q: 3 clusters Score -2585011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -2585014.750000 Penalty: 4926.357422
	Iteration 26Q: 3 clusters Score -2585015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -2585016.000000 Penalty: 4926.357422
	Iteration 27Q: 3 clusters Score -2585016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -2585018.750000 Penalty: 4926.357422
	Iteration 28Q: 3 clusters Score -2585019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -2585018.750000 Penalty: 4926.357422
	Iteration 29F: 3 clusters Score -2585019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Entering Unmasked Estep 
Score: -302165.531250 Penalty: 1943.713501
	Iteration 0F: 2 clusters Score -302165.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -299226.093750 Penalty: 3887.427002
	Iteration 0F: 3 clusters Score -299226.1 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -299761.281250 Penalty: 3887.427002
	Iteration 1F: 3 clusters Score -299761.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -299958.593750 Penalty: 3887.427002
	Iteration 2F: 3 clusters Score -299958.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -300057.718750 Penalty: 3887.427002
	Iteration 3Q: 3 clusters Score -300057.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -300132.656250 Penalty: 3887.427002
	Iteration 4Q: 3 clusters Score -300132.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -300192.937500 Penalty: 3887.427002
	Iteration 5Q: 3 clusters Score -300192.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -300244.156250 Penalty: 3887.427002
	Iteration 6Q: 3 clusters Score -300244.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -300298.406250 Penalty: 3887.427002
	Iteration 7Q: 3 clusters Score -300298.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -300359.687500 Penalty: 3887.427002
	Iteration 8Q: 3 clusters Score -300359.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -300396.593750 Penalty: 3887.427002
	Iteration 9Q: 3 clusters Score -300396.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -300429.187500 Penalty: 3887.427002
	Iteration 10Q: 3 clusters Score -300429.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -300472.406250 Penalty: 3887.427002
	Iteration 11Q: 3 clusters Score -300472.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -300504.562500 Penalty: 3887.427002
	Iteration 12Q: 3 clusters Score -300504.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -300538.625000 Penalty: 3887.427002
	Iteration 13Q: 3 clusters Score -300538.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -300567.718750 Penalty: 3887.427002
	Iteration 14Q: 3 clusters Score -300567.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -300594.906250 Penalty: 3887.427002
	Iteration 15Q: 3 clusters Score -300594.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -300611.906250 Penalty: 3887.427002
	Iteration 16Q: 3 clusters Score -300611.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -300631.656250 Penalty: 3887.427002
	Iteration 17Q: 3 clusters Score -300631.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -300643.562500 Penalty: 3887.427002
	Iteration 18Q: 3 clusters Score -300643.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -300648.687500 Penalty: 3887.427002
	Iteration 19Q: 3 clusters Score -300648.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -300656.468750 Penalty: 3887.427002
	Iteration 20F: 3 clusters Score -300656.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -300662.531250 Penalty: 3887.427002
	Iteration 21Q: 3 clusters Score -300662.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -300666.125000 Penalty: 3887.427002
	Iteration 22Q: 3 clusters Score -300666.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -300672.500000 Penalty: 3887.427002
	Iteration 23Q: 3 clusters Score -300672.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -300676.187500 Penalty: 3887.427002
	Iteration 24Q: 3 clusters Score -300676.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -300681.500000 Penalty: 3887.427002
	Iteration 25Q: 3 clusters Score -300681.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -300686.468750 Penalty: 3887.427002
	Iteration 26Q: 3 clusters Score -300686.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -300691.468750 Penalty: 3887.427002
	Iteration 27Q: 3 clusters Score -300691.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -300697.468750 Penalty: 3887.427002
	Iteration 28Q: 3 clusters Score -300697.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -300708.781250 Penalty: 3887.427002
	Iteration 29Q: 3 clusters Score -300708.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -300715.562500 Penalty: 3887.427002
	Iteration 30Q: 3 clusters Score -300715.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -300724.531250 Penalty: 3887.427002
	Iteration 31Q: 3 clusters Score -300724.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -300732.812500 Penalty: 3887.427002
	Iteration 32Q: 3 clusters Score -300732.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -300740.062500 Penalty: 3887.427002
	Iteration 33Q: 3 clusters Score -300740.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -300746.437500 Penalty: 3887.427002
	Iteration 34Q: 3 clusters Score -300746.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -300749.562500 Penalty: 3887.427002
	Iteration 35Q: 3 clusters Score -300749.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -300753.000000 Penalty: 3887.427002
	Iteration 36Q: 3 clusters Score -300753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -300755.781250 Penalty: 3887.427002
	Iteration 37Q: 3 clusters Score -300755.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -300756.500000 Penalty: 3887.427002
	Iteration 38Q: 3 clusters Score -300756.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -300756.500000 Penalty: 3887.427002
	Iteration 39F: 3 clusters Score -300756.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Entering Unmasked Estep 
Score: -2305667.000000 Penalty: 2433.967041
	Iteration 0F: 2 clusters Score -2305667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -2292780.500000 Penalty: 4867.934082
	Iteration 0F: 3 clusters Score -2292780 nChanged 7976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2297076.000000 Penalty: 4867.934082
	Iteration 1F: 3 clusters Score -2297076 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -2297441.250000 Penalty: 4867.934082
	Iteration 2F: 3 clusters Score -2297441 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -2297743.500000 Penalty: 4867.934082
	Iteration 3Q: 3 clusters Score -2297744 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -2298012.500000 Penalty: 4867.934082
	Iteration 4Q: 3 clusters Score -2298012 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -2298273.250000 Penalty: 4867.934082
	Iteration 5Q: 3 clusters Score -2298273 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2298574.000000 Penalty: 4867.934082
	Iteration 6Q: 3 clusters Score -2298574 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -2298945.250000 Penalty: 4867.934082
	Iteration 7Q: 3 clusters Score -2298945 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -2299369.750000 Penalty: 4867.934082
	Iteration 8Q: 3 clusters Score -2299370 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -2299930.000000 Penalty: 4867.934082
	Iteration 9F: 3 clusters Score -2299930 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -2300565.500000 Penalty: 4867.934082
	Iteration 10F: 3 clusters Score -2300566 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 13365 members 
Entering Unmasked Estep 
Score: -2301214.500000 Penalty: 4867.934082
	Iteration 11F: 3 clusters Score -2301214 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -2301811.750000 Penalty: 4867.934082
	Iteration 12Q: 3 clusters Score -2301812 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -2302360.000000 Penalty: 4867.934082
	Iteration 13Q: 3 clusters Score -2302360 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -2302795.250000 Penalty: 4867.934082
	Iteration 14Q: 3 clusters Score -2302795 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -2303166.250000 Penalty: 4867.934082
	Iteration 15Q: 3 clusters Score -2303166 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -2303433.750000 Penalty: 4867.934082
	Iteration 16Q: 3 clusters Score -2303434 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -2303617.250000 Penalty: 4867.934082
	Iteration 17Q: 3 clusters Score -2303617 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -2303760.500000 Penalty: 4867.934082
	Iteration 18Q: 3 clusters Score -2303760 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2303867.250000 Penalty: 4867.934082
	Iteration 19Q: 3 clusters Score -2303867 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -2303944.250000 Penalty: 4867.934082
	Iteration 20F: 3 clusters Score -2303944 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -2303988.000000 Penalty: 4867.934082
	Iteration 21Q: 3 clusters Score -2303988 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -2304010.250000 Penalty: 4867.934082
	Iteration 22Q: 3 clusters Score -2304010 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -2304022.000000 Penalty: 4867.934082
	Iteration 23Q: 3 clusters Score -2304022 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -2304033.250000 Penalty: 4867.934082
	Iteration 24Q: 3 clusters Score -2304033 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -2304042.250000 Penalty: 4867.934082
	Iteration 25Q: 3 clusters Score -2304042 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -2304058.750000 Penalty: 4867.934082
	Iteration 26Q: 3 clusters Score -2304059 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -2304066.500000 Penalty: 4867.934082
	Iteration 27Q: 3 clusters Score -2304066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -2304077.750000 Penalty: 4867.934082
	Iteration 28Q: 3 clusters Score -2304078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -2304087.250000 Penalty: 4867.934082
	Iteration 29Q: 3 clusters Score -2304087 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -2304087.500000 Penalty: 4867.934082
	Iteration 30Q: 3 clusters Score -2304088 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -2304093.750000 Penalty: 4867.934082
	Iteration 31Q: 3 clusters Score -2304094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -2304106.250000 Penalty: 4867.934082
	Iteration 32Q: 3 clusters Score -2304106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -2304109.500000 Penalty: 4867.934082
	Iteration 33Q: 3 clusters Score -2304110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -2304112.750000 Penalty: 4867.934082
	Iteration 34Q: 3 clusters Score -2304113 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -2304121.500000 Penalty: 4867.934082
	Iteration 35Q: 3 clusters Score -2304122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -2304135.000000 Penalty: 4867.934082
	Iteration 36Q: 3 clusters Score -2304135 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -2304144.750000 Penalty: 4867.934082
	Iteration 37Q: 3 clusters Score -2304145 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -2304148.500000 Penalty: 4867.934082
	Iteration 38Q: 3 clusters Score -2304148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -2304154.500000 Penalty: 4867.934082
	Iteration 39Q: 3 clusters Score -2304154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -2304163.750000 Penalty: 4867.934082
	Iteration 40F: 3 clusters Score -2304164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -2304172.500000 Penalty: 4867.934082
	Iteration 41Q: 3 clusters Score -2304172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -2304179.500000 Penalty: 4867.934082
	Iteration 42Q: 3 clusters Score -2304180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -2304180.000000 Penalty: 4867.934082
	Iteration 43Q: 3 clusters Score -2304180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -2304183.750000 Penalty: 4867.934082
	Iteration 44Q: 3 clusters Score -2304184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -2304181.000000 Penalty: 4867.934082
	Iteration 45Q: 3 clusters Score -2304181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -2304185.500000 Penalty: 4867.934082
	Iteration 46Q: 3 clusters Score -2304186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -2304188.500000 Penalty: 4867.934082
	Iteration 47Q: 3 clusters Score -2304188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -2304189.250000 Penalty: 4867.934082
	Iteration 48Q: 3 clusters Score -2304189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -2304192.250000 Penalty: 4867.934082
	Iteration 49Q: 3 clusters Score -2304192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -2304191.750000 Penalty: 4867.934082
	Iteration 50Q: 3 clusters Score -2304192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -2304189.500000 Penalty: 4867.934082
	Iteration 51Q: 3 clusters Score -2304190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -2304189.500000 Penalty: 4867.934082
	Iteration 52F: 3 clusters Score -2304190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Entering Unmasked Estep 
Score: -154036.984375 Penalty: 1783.287720
	Iteration 0F: 2 clusters Score -154037 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 682 members 
Entering Unmasked Estep 
Score: -151917.546875 Penalty: 3566.575439
	Iteration 0F: 3 clusters Score -151917.5 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -152397.000000 Penalty: 3566.575439
	Iteration 1F: 3 clusters Score -152397 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -152563.406250 Penalty: 3566.575439
	Iteration 2F: 3 clusters Score -152563.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -152689.562500 Penalty: 3566.575439
	Iteration 3F: 3 clusters Score -152689.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -152778.812500 Penalty: 3566.575439
	Iteration 4Q: 3 clusters Score -152778.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -152946.046875 Penalty: 3566.575439
	Iteration 5Q: 3 clusters Score -152946 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -153159.046875 Penalty: 3566.575439
	Iteration 6Q: 3 clusters Score -153159 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -153423.890625 Penalty: 3566.575439
	Iteration 7Q: 3 clusters Score -153423.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -153619.468750 Penalty: 3566.575439
	Iteration 8Q: 3 clusters Score -153619.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -153787.406250 Penalty: 3566.575439
	Iteration 9F: 3 clusters Score -153787.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -153889.828125 Penalty: 3566.575439
	Iteration 10Q: 3 clusters Score -153889.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -154024.078125 Penalty: 3566.575439
	Iteration 11Q: 3 clusters Score -154024.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -154168.593750 Penalty: 3566.575439
	Iteration 12Q: 3 clusters Score -154168.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -154252.796875 Penalty: 3566.575439
	Iteration 13Q: 3 clusters Score -154252.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -154289.796875 Penalty: 3566.575439
	Iteration 14Q: 3 clusters Score -154289.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -154303.296875 Penalty: 3566.575439
	Iteration 15Q: 3 clusters Score -154303.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -154312.765625 Penalty: 3566.575439
	Iteration 16Q: 3 clusters Score -154312.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -154315.937500 Penalty: 3566.575439
	Iteration 17Q: 3 clusters Score -154315.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -154316.734375 Penalty: 3566.575439
	Iteration 18Q: 3 clusters Score -154316.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -154317.250000 Penalty: 3566.575439
	Iteration 19F: 3 clusters Score -154317.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -154321.625000 Penalty: 3566.575439
	Iteration 20F: 3 clusters Score -154321.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -154322.656250 Penalty: 3566.575439
	Iteration 21Q: 3 clusters Score -154322.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -154322.656250 Penalty: 3566.575439
	Iteration 22F: 3 clusters Score -154322.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 113699 members 
Mstep: Class 3 contains 14364 members 
Mstep: Class 4 contains 267406 members 
Mstep: Class 5 contains 3916 members 
Mstep: Class 6 contains 20582 members 
Mstep: Class 7 contains 2534 members 
Mstep: Class 8 contains 18295 members 
Mstep: Class 9 contains 400 members 
Mstep: Class 10 contains 927 members 
Mstep: Class 11 contains 109001 members 
Mstep: Class 12 contains 21771 members 
Mstep: Class 13 contains 75711 members 
Mstep: Class 14 contains 46232 members 
Mstep: Class 15 contains 1422 members 
Mstep: Class 18 contains 147796 members 
Mstep: Class 19 contains 2052 members 
Mstep: Class 21 contains 9085 members 
Entering Unmasked Estep 
Score: -104720536.000000 Penalty: 60985.734375
Splitting cluster 10 changes total score from -104721456.000000 to -104720536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (109001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109001 members 
Entering Unmasked Estep 
Score: -13625754.000000 Penalty: 2876.579834
	Iteration 0F: 2 clusters Score -1.362575e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54716 members 
Mstep: Class 2 contains 54285 members 
Entering Unmasked Estep 
Score: -13553311.000000 Penalty: 5753.159668
	Iteration 0F: 3 clusters Score -1.355331e+07 nChanged 51425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57479 members 
Mstep: Class 2 contains 51522 members 
Entering Unmasked Estep 
Score: -13583667.000000 Penalty: 5753.159668
	Iteration 1F: 3 clusters Score -1.358367e+07 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59837 members 
Mstep: Class 2 contains 49164 members 
Entering Unmasked Estep 
Score: -13585976.000000 Penalty: 5753.159668
	Iteration 2Q: 3 clusters Score -1.358598e+07 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63642 members 
Mstep: Class 2 contains 45359 members 
Entering Unmasked Estep 
Score: -13589746.000000 Penalty: 5753.159668
	Iteration 3F: 3 clusters Score -1.358975e+07 nChanged 8113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69159 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -13595343.000000 Penalty: 5753.159668
	Iteration 4F: 3 clusters Score -1.359534e+07 nChanged 9145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76054 members 
Mstep: Class 2 contains 32947 members 
Entering Unmasked Estep 
Score: -13602845.000000 Penalty: 5753.159668
	Iteration 5F: 3 clusters Score -1.360284e+07 nChanged 8331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82769 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -13610374.000000 Penalty: 5753.159668
	Iteration 6F: 3 clusters Score -1.361037e+07 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87767 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -13615716.000000 Penalty: 5753.159668
	Iteration 7F: 3 clusters Score -1.361572e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90938 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -13618557.000000 Penalty: 5753.159668
	Iteration 8Q: 3 clusters Score -1.361856e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93201 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -13619949.000000 Penalty: 5753.159668
	Iteration 9Q: 3 clusters Score -1.361995e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95043 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -13620841.000000 Penalty: 5753.159668
	Iteration 10Q: 3 clusters Score -1.362084e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96568 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -13621561.000000 Penalty: 5753.159668
	Iteration 11Q: 3 clusters Score -1.362156e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97865 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -13622045.000000 Penalty: 5753.159668
	Iteration 12Q: 3 clusters Score -1.362204e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99007 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -13622462.000000 Penalty: 5753.159668
	Iteration 13Q: 3 clusters Score -1.362246e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100034 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -13622840.000000 Penalty: 5753.159668
	Iteration 14Q: 3 clusters Score -1.362284e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100893 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -13623156.000000 Penalty: 5753.159668
	Iteration 15Q: 3 clusters Score -1.362316e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101662 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -13623425.000000 Penalty: 5753.159668
	Iteration 16Q: 3 clusters Score -1.362342e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102308 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -13623647.000000 Penalty: 5753.159668
	Iteration 17Q: 3 clusters Score -1.362365e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102887 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -13623821.000000 Penalty: 5753.159668
	Iteration 18Q: 3 clusters Score -1.362382e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103413 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -13624037.000000 Penalty: 5753.159668
	Iteration 19Q: 3 clusters Score -1.362404e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103891 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -13624185.000000 Penalty: 5753.159668
	Iteration 20F: 3 clusters Score -1.362418e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104304 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -13624316.000000 Penalty: 5753.159668
	Iteration 21Q: 3 clusters Score -1.362432e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104619 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -13624398.000000 Penalty: 5753.159668
	Iteration 22Q: 3 clusters Score -1.36244e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104902 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -13624397.000000 Penalty: 5753.159668
	Iteration 23Q: 3 clusters Score -1.36244e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105162 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -13624455.000000 Penalty: 5753.159668
	Iteration 24Q: 3 clusters Score -1.362446e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105377 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -13624507.000000 Penalty: 5753.159668
	Iteration 25Q: 3 clusters Score -1.362451e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105553 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -13624580.000000 Penalty: 5753.159668
	Iteration 26Q: 3 clusters Score -1.362458e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105698 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -13624630.000000 Penalty: 5753.159668
	Iteration 27Q: 3 clusters Score -1.362463e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105827 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -13624664.000000 Penalty: 5753.159668
	Iteration 28Q: 3 clusters Score -1.362466e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105944 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -13624685.000000 Penalty: 5753.159668
	Iteration 29Q: 3 clusters Score -1.362468e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106056 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -13624719.000000 Penalty: 5753.159668
	Iteration 30Q: 3 clusters Score -1.362472e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106165 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -13624765.000000 Penalty: 5753.159668
	Iteration 31Q: 3 clusters Score -1.362476e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106269 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -13624784.000000 Penalty: 5753.159668
	Iteration 32Q: 3 clusters Score -1.362478e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106341 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -13624813.000000 Penalty: 5753.159668
	Iteration 33Q: 3 clusters Score -1.362481e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106396 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -13624807.000000 Penalty: 5753.159668
	Iteration 34Q: 3 clusters Score -1.362481e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106443 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -13624802.000000 Penalty: 5753.159668
	Iteration 35Q: 3 clusters Score -1.36248e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106472 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -13624826.000000 Penalty: 5753.159668
	Iteration 36Q: 3 clusters Score -1.362483e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106506 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -13624849.000000 Penalty: 5753.159668
	Iteration 37Q: 3 clusters Score -1.362485e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106535 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -13624830.000000 Penalty: 5753.159668
	Iteration 38Q: 3 clusters Score -1.362483e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106559 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -13624834.000000 Penalty: 5753.159668
	Iteration 39Q: 3 clusters Score -1.362483e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106576 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -13624843.000000 Penalty: 5753.159668
	Iteration 40F: 3 clusters Score -1.362484e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106592 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -13624839.000000 Penalty: 5753.159668
	Iteration 41Q: 3 clusters Score -1.362484e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106615 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -13624841.000000 Penalty: 5753.159668
	Iteration 42Q: 3 clusters Score -1.362484e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106648 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -13624863.000000 Penalty: 5753.159668
	Iteration 43Q: 3 clusters Score -1.362486e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106673 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -13624866.000000 Penalty: 5753.159668
	Iteration 44Q: 3 clusters Score -1.362487e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106694 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -13624872.000000 Penalty: 5753.159668
	Iteration 45Q: 3 clusters Score -1.362487e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106705 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -13624862.000000 Penalty: 5753.159668
	Iteration 46Q: 3 clusters Score -1.362486e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106713 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -13624857.000000 Penalty: 5753.159668
	Iteration 47Q: 3 clusters Score -1.362486e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106719 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -13624866.000000 Penalty: 5753.159668
	Iteration 48Q: 3 clusters Score -1.362487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106722 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -13624867.000000 Penalty: 5753.159668
	Iteration 49Q: 3 clusters Score -1.362487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106724 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -13624863.000000 Penalty: 5753.159668
	Iteration 50Q: 3 clusters Score -1.362486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106727 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -13624864.000000 Penalty: 5753.159668
	Iteration 51Q: 3 clusters Score -1.362486e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106731 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -13624864.000000 Penalty: 5753.159668
	Iteration 52Q: 3 clusters Score -1.362486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106734 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -13624867.000000 Penalty: 5753.159668
	Iteration 53Q: 3 clusters Score -1.362487e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106741 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -13624872.000000 Penalty: 5753.159668
	Iteration 54Q: 3 clusters Score -1.362487e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106746 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -13624891.000000 Penalty: 5753.159668
	Iteration 55Q: 3 clusters Score -1.362489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106750 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -13624881.000000 Penalty: 5753.159668
	Iteration 56Q: 3 clusters Score -1.362488e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106754 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -13624889.000000 Penalty: 5753.159668
	Iteration 57Q: 3 clusters Score -1.362489e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106757 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -13624890.000000 Penalty: 5753.159668
	Iteration 58Q: 3 clusters Score -1.362489e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106758 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -13624881.000000 Penalty: 5753.159668
	Iteration 59Q: 3 clusters Score -1.362488e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106759 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -13624883.000000 Penalty: 5753.159668
	Iteration 60F: 3 clusters Score -1.362488e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Entering Unmasked Estep 
Score: -2620454.750000 Penalty: 2477.106689
	Iteration 0F: 2 clusters Score -2620455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -2605145.750000 Penalty: 4954.213379
	Iteration 0F: 3 clusters Score -2605146 nChanged 9677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -2610338.750000 Penalty: 4954.213379
	Iteration 1F: 3 clusters Score -2610339 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -2610783.500000 Penalty: 4954.213379
	Iteration 2F: 3 clusters Score -2610784 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -2611167.750000 Penalty: 4954.213379
	Iteration 3Q: 3 clusters Score -2611168 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -2611490.250000 Penalty: 4954.213379
	Iteration 4Q: 3 clusters Score -2611490 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -2611828.250000 Penalty: 4954.213379
	Iteration 5Q: 3 clusters Score -2611828 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -2612252.500000 Penalty: 4954.213379
	Iteration 6Q: 3 clusters Score -2612252 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -2612727.000000 Penalty: 4954.213379
	Iteration 7Q: 3 clusters Score -2612727 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -2613307.000000 Penalty: 4954.213379
	Iteration 8Q: 3 clusters Score -2613307 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -2613950.750000 Penalty: 4954.213379
	Iteration 9F: 3 clusters Score -2613951 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -2614693.000000 Penalty: 4954.213379
	Iteration 10F: 3 clusters Score -2614693 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -2615426.750000 Penalty: 4954.213379
	Iteration 11Q: 3 clusters Score -2615427 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -2616126.250000 Penalty: 4954.213379
	Iteration 12Q: 3 clusters Score -2616126 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -2616718.250000 Penalty: 4954.213379
	Iteration 13Q: 3 clusters Score -2616718 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -2617197.500000 Penalty: 4954.213379
	Iteration 14Q: 3 clusters Score -2617198 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -2617526.500000 Penalty: 4954.213379
	Iteration 15Q: 3 clusters Score -2617526 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -2617762.000000 Penalty: 4954.213379
	Iteration 16Q: 3 clusters Score -2617762 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -2617921.500000 Penalty: 4954.213379
	Iteration 17Q: 3 clusters Score -2617922 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -2618018.000000 Penalty: 4954.213379
	Iteration 18Q: 3 clusters Score -2618018 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -2618104.750000 Penalty: 4954.213379
	Iteration 19Q: 3 clusters Score -2618105 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -2618148.500000 Penalty: 4954.213379
	Iteration 20F: 3 clusters Score -2618148 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 21149 members 
Entering Unmasked Estep 
Score: -2618176.500000 Penalty: 4954.213379
	Iteration 21Q: 3 clusters Score -2618176 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -2618208.250000 Penalty: 4954.213379
	Iteration 22Q: 3 clusters Score -2618208 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -2618226.250000 Penalty: 4954.213379
	Iteration 23Q: 3 clusters Score -2618226 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -2618249.750000 Penalty: 4954.213379
	Iteration 24Q: 3 clusters Score -2618250 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -2618265.500000 Penalty: 4954.213379
	Iteration 25Q: 3 clusters Score -2618266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -2618270.750000 Penalty: 4954.213379
	Iteration 26Q: 3 clusters Score -2618271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -2618286.000000 Penalty: 4954.213379
	Iteration 27Q: 3 clusters Score -2618286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -2618291.250000 Penalty: 4954.213379
	Iteration 28Q: 3 clusters Score -2618291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -2618292.500000 Penalty: 4954.213379
	Iteration 29Q: 3 clusters Score -2618292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -2618298.750000 Penalty: 4954.213379
	Iteration 30Q: 3 clusters Score -2618299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -2618303.500000 Penalty: 4954.213379
	Iteration 31Q: 3 clusters Score -2618304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -2618309.250000 Penalty: 4954.213379
	Iteration 32Q: 3 clusters Score -2618309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -2618311.500000 Penalty: 4954.213379
	Iteration 33Q: 3 clusters Score -2618312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -2618311.500000 Penalty: 4954.213379
	Iteration 34F: 3 clusters Score -2618312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (75711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75711 members 
Entering Unmasked Estep 
Score: -9464600.000000 Penalty: 2786.200195
	Iteration 0F: 2 clusters Score -9464600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37838 members 
Mstep: Class 2 contains 37873 members 
Entering Unmasked Estep 
Score: -9413944.000000 Penalty: 5572.400391
	Iteration 0F: 3 clusters Score -9413944 nChanged 35497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37857 members 
Mstep: Class 2 contains 37854 members 
Entering Unmasked Estep 
Score: -9433768.000000 Penalty: 5572.400391
	Iteration 1F: 3 clusters Score -9433768 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 37845 members 
Entering Unmasked Estep 
Score: -9434549.000000 Penalty: 5572.400391
	Iteration 2Q: 3 clusters Score -9434549 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37945 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -9436021.000000 Penalty: 5572.400391
	Iteration 3Q: 3 clusters Score -9436021 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38052 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -9439860.000000 Penalty: 5572.400391
	Iteration 4Q: 3 clusters Score -9439860 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37787 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -9446327.000000 Penalty: 5572.400391
	Iteration 5F: 3 clusters Score -9446327 nChanged 6250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 38926 members 
Entering Unmasked Estep 
Score: -9452588.000000 Penalty: 5572.400391
	Iteration 6F: 3 clusters Score -9452588 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 40359 members 
Entering Unmasked Estep 
Score: -9457690.000000 Penalty: 5572.400391
	Iteration 7F: 3 clusters Score -9457690 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33706 members 
Mstep: Class 2 contains 42005 members 
Entering Unmasked Estep 
Score: -9462113.000000 Penalty: 5572.400391
	Iteration 8F: 3 clusters Score -9462113 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32375 members 
Mstep: Class 2 contains 43336 members 
Entering Unmasked Estep 
Score: -9465931.000000 Penalty: 5572.400391
	Iteration 9F: 3 clusters Score -9465931 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 44023 members 
Entering Unmasked Estep 
Score: -9470180.000000 Penalty: 5572.400391
	Iteration 10F: 3 clusters Score -9470180 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 43869 members 
Entering Unmasked Estep 
Score: -9475562.000000 Penalty: 5572.400391
	Iteration 11F: 3 clusters Score -9475562 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33182 members 
Mstep: Class 2 contains 42529 members 
Entering Unmasked Estep 
Score: -9481373.000000 Penalty: 5572.400391
	Iteration 12F: 3 clusters Score -9481373 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35615 members 
Mstep: Class 2 contains 40096 members 
Entering Unmasked Estep 
Score: -9486066.000000 Penalty: 5572.400391
	Iteration 13Q: 3 clusters Score -9486066 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37839 members 
Mstep: Class 2 contains 37872 members 
Entering Unmasked Estep 
Score: -9489542.000000 Penalty: 5572.400391
	Iteration 14Q: 3 clusters Score -9489542 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38978 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -9490461.000000 Penalty: 5572.400391
	Iteration 15Q: 3 clusters Score -9490461 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39459 members 
Mstep: Class 2 contains 36252 members 
Entering Unmasked Estep 
Score: -9490595.000000 Penalty: 5572.400391
	Iteration 16Q: 3 clusters Score -9490595 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39670 members 
Mstep: Class 2 contains 36041 members 
Entering Unmasked Estep 
Score: -9490636.000000 Penalty: 5572.400391
	Iteration 17Q: 3 clusters Score -9490636 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39739 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
Score: -9490627.000000 Penalty: 5572.400391
	Iteration 18Q: 3 clusters Score -9490627 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39769 members 
Mstep: Class 2 contains 35942 members 
Entering Unmasked Estep 
Score: -9490657.000000 Penalty: 5572.400391
	Iteration 19Q: 3 clusters Score -9490657 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 35928 members 
Entering Unmasked Estep 
Score: -9490655.000000 Penalty: 5572.400391
	Iteration 20F: 3 clusters Score -9490655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39787 members 
Mstep: Class 2 contains 35924 members 
Entering Unmasked Estep 
Score: -9490661.000000 Penalty: 5572.400391
	Iteration 21Q: 3 clusters Score -9490661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39789 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -9490664.000000 Penalty: 5572.400391
	Iteration 22Q: 3 clusters Score -9490664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39790 members 
Mstep: Class 2 contains 35921 members 
Entering Unmasked Estep 
Score: -9490668.000000 Penalty: 5572.400391
	Iteration 23Q: 3 clusters Score -9490668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39790 members 
Mstep: Class 2 contains 35921 members 
Entering Unmasked Estep 
Score: -9490668.000000 Penalty: 5572.400391
	Iteration 24F: 3 clusters Score -9490668 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 113699 members 
Mstep: Class 3 contains 14364 members 
Mstep: Class 4 contains 267406 members 
Mstep: Class 5 contains 3916 members 
Mstep: Class 6 contains 20582 members 
Mstep: Class 7 contains 2534 members 
Mstep: Class 8 contains 18295 members 
Mstep: Class 9 contains 35921 members 
Mstep: Class 10 contains 1327 members 
Mstep: Class 11 contains 109001 members 
Mstep: Class 12 contains 21771 members 
Mstep: Class 13 contains 39790 members 
Mstep: Class 14 contains 46232 members 
Mstep: Class 15 contains 1422 members 
Mstep: Class 18 contains 147796 members 
Mstep: Class 19 contains 2052 members 
Mstep: Class 21 contains 9085 members 
Entering Unmasked Estep 
Score: -104747520.000000 Penalty: 60985.734375
Splitting cluster 13 changes total score from -104721456.000000 to -104747520.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 14 (46232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46232 members 
Entering Unmasked Estep 
Score: -5562495.500000 Penalty: 2663.874023
	Iteration 0F: 2 clusters Score -5562496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -5531448.000000 Penalty: 5327.748047
	Iteration 0F: 3 clusters Score -5531448 nChanged 21158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -5544878.500000 Penalty: 5327.748047
	Iteration 1F: 3 clusters Score -5544878 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -5548053.000000 Penalty: 5327.748047
	Iteration 2F: 3 clusters Score -5548053 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -5552706.500000 Penalty: 5327.748047
	Iteration 3F: 3 clusters Score -5552706 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 32254 members 
Entering Unmasked Estep 
Score: -5557669.000000 Penalty: 5327.748047
	Iteration 4F: 3 clusters Score -5557669 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -5560874.000000 Penalty: 5327.748047
	Iteration 5F: 3 clusters Score -5560874 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 36773 members 
Entering Unmasked Estep 
Score: -5562175.000000 Penalty: 5327.748047
	Iteration 6Q: 3 clusters Score -5562175 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 37804 members 
Entering Unmasked Estep 
Score: -5562728.000000 Penalty: 5327.748047
	Iteration 7Q: 3 clusters Score -5562728 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 38531 members 
Entering Unmasked Estep 
Score: -5563064.000000 Penalty: 5327.748047
	Iteration 8Q: 3 clusters Score -5563064 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 39139 members 
Entering Unmasked Estep 
Score: -5563291.500000 Penalty: 5327.748047
	Iteration 9Q: 3 clusters Score -5563292 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 39670 members 
Entering Unmasked Estep 
Score: -5563506.500000 Penalty: 5327.748047
	Iteration 10Q: 3 clusters Score -5563506 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 40211 members 
Entering Unmasked Estep 
Score: -5563766.500000 Penalty: 5327.748047
	Iteration 11Q: 3 clusters Score -5563766 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 40808 members 
Entering Unmasked Estep 
Score: -5564171.000000 Penalty: 5327.748047
	Iteration 12Q: 3 clusters Score -5564171 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 41391 members 
Entering Unmasked Estep 
Score: -5564677.500000 Penalty: 5327.748047
	Iteration 13Q: 3 clusters Score -5564678 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 41924 members 
Entering Unmasked Estep 
Score: -5565293.000000 Penalty: 5327.748047
	Iteration 14Q: 3 clusters Score -5565293 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 42294 members 
Entering Unmasked Estep 
Score: -5565478.500000 Penalty: 5327.748047
	Iteration 15Q: 3 clusters Score -5565478 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 42549 members 
Entering Unmasked Estep 
Score: -5565572.000000 Penalty: 5327.748047
	Iteration 16Q: 3 clusters Score -5565572 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 42740 members 
Entering Unmasked Estep 
Score: -5565642.500000 Penalty: 5327.748047
	Iteration 17Q: 3 clusters Score -5565642 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 42885 members 
Entering Unmasked Estep 
Score: -5565677.000000 Penalty: 5327.748047
	Iteration 18Q: 3 clusters Score -5565677 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 42983 members 
Entering Unmasked Estep 
Score: -5565712.500000 Penalty: 5327.748047
	Iteration 19Q: 3 clusters Score -5565712 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 43057 members 
Entering Unmasked Estep 
Score: -5565724.000000 Penalty: 5327.748047
	Iteration 20F: 3 clusters Score -5565724 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 43107 members 
Entering Unmasked Estep 
Score: -5565728.000000 Penalty: 5327.748047
	Iteration 21Q: 3 clusters Score -5565728 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 43147 members 
Entering Unmasked Estep 
Score: -5565722.000000 Penalty: 5327.748047
	Iteration 22Q: 3 clusters Score -5565722 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 43181 members 
Entering Unmasked Estep 
Score: -5565732.500000 Penalty: 5327.748047
	Iteration 23Q: 3 clusters Score -5565732 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 43201 members 
Entering Unmasked Estep 
Score: -5565730.000000 Penalty: 5327.748047
	Iteration 24Q: 3 clusters Score -5565730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 43215 members 
Entering Unmasked Estep 
Score: -5565725.500000 Penalty: 5327.748047
	Iteration 25Q: 3 clusters Score -5565726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 43229 members 
Entering Unmasked Estep 
Score: -5565723.500000 Penalty: 5327.748047
	Iteration 26Q: 3 clusters Score -5565724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 43237 members 
Entering Unmasked Estep 
Score: -5565725.000000 Penalty: 5327.748047
	Iteration 27Q: 3 clusters Score -5565725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 43240 members 
Entering Unmasked Estep 
Score: -5565723.500000 Penalty: 5327.748047
	Iteration 28Q: 3 clusters Score -5565724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 43243 members 
Entering Unmasked Estep 
Score: -5565723.500000 Penalty: 5327.748047
	Iteration 29Q: 3 clusters Score -5565724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 43249 members 
Entering Unmasked Estep 
Score: -5565720.500000 Penalty: 5327.748047
	Iteration 30Q: 3 clusters Score -5565720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 43252 members 
Entering Unmasked Estep 
Score: -5565713.500000 Penalty: 5327.748047
	Iteration 31Q: 3 clusters Score -5565714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 43253 members 
Entering Unmasked Estep 
Score: -5565719.000000 Penalty: 5327.748047
	Iteration 32Q: 3 clusters Score -5565719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 43253 members 
Entering Unmasked Estep 
Score: -5565719.000000 Penalty: 5327.748047
	Iteration 33F: 3 clusters Score -5565719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 113699 members 
Mstep: Class 3 contains 14364 members 
Mstep: Class 4 contains 267406 members 
Mstep: Class 5 contains 3916 members 
Mstep: Class 6 contains 20582 members 
Mstep: Class 7 contains 2534 members 
Mstep: Class 8 contains 18295 members 
Mstep: Class 9 contains 35921 members 
Mstep: Class 10 contains 1327 members 
Mstep: Class 11 contains 109001 members 
Mstep: Class 12 contains 21771 members 
Mstep: Class 13 contains 39790 members 
Mstep: Class 14 contains 2979 members 
Mstep: Class 15 contains 1422 members 
Mstep: Class 16 contains 43253 members 
Mstep: Class 18 contains 147796 members 
Mstep: Class 19 contains 2052 members 
Mstep: Class 21 contains 9085 members 
Entering Unmasked Estep 
Score: -104749752.000000 Penalty: 64373.832031
Splitting cluster 14 changes total score from -104721456.000000 to -104749752.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 15 (1422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Entering Unmasked Estep 
Score: -162901.593750 Penalty: 1800.435181
	Iteration 0F: 2 clusters Score -162901.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -160741.562500 Penalty: 3600.870361
	Iteration 0F: 3 clusters Score -160741.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -161306.234375 Penalty: 3600.870361
	Iteration 1F: 3 clusters Score -161306.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -161567.421875 Penalty: 3600.870361
	Iteration 2F: 3 clusters Score -161567.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -161737.750000 Penalty: 3600.870361
	Iteration 3F: 3 clusters Score -161737.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -161914.203125 Penalty: 3600.870361
	Iteration 4Q: 3 clusters Score -161914.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -162094.156250 Penalty: 3600.870361
	Iteration 5Q: 3 clusters Score -162094.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -162245.390625 Penalty: 3600.870361
	Iteration 6Q: 3 clusters Score -162245.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -162376.750000 Penalty: 3600.870361
	Iteration 7Q: 3 clusters Score -162376.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -162474.234375 Penalty: 3600.870361
	Iteration 8Q: 3 clusters Score -162474.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -162549.671875 Penalty: 3600.870361
	Iteration 9Q: 3 clusters Score -162549.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -162645.343750 Penalty: 3600.870361
	Iteration 10Q: 3 clusters Score -162645.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -162804.687500 Penalty: 3600.870361
	Iteration 11Q: 3 clusters Score -162804.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -163035.593750 Penalty: 3600.870361
	Iteration 12Q: 3 clusters Score -163035.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -163267.359375 Penalty: 3600.870361
	Iteration 13Q: 3 clusters Score -163267.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -163331.468750 Penalty: 3600.870361
	Iteration 14Q: 3 clusters Score -163331.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -163365.046875 Penalty: 3600.870361
	Iteration 15Q: 3 clusters Score -163365 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -163393.953125 Penalty: 3600.870361
	Iteration 16Q: 3 clusters Score -163394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -163417.578125 Penalty: 3600.870361
	Iteration 17Q: 3 clusters Score -163417.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -163443.359375 Penalty: 3600.870361
	Iteration 18Q: 3 clusters Score -163443.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -163459.859375 Penalty: 3600.870361
	Iteration 19Q: 3 clusters Score -163459.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -163468.781250 Penalty: 3600.870361
	Iteration 20F: 3 clusters Score -163468.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -163476.921875 Penalty: 3600.870361
	Iteration 21Q: 3 clusters Score -163476.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -163480.312500 Penalty: 3600.870361
	Iteration 22Q: 3 clusters Score -163480.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -163480.312500 Penalty: 3600.870361
	Iteration 23F: 3 clusters Score -163480.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 113699 members 
Mstep: Class 3 contains 14364 members 
Mstep: Class 4 contains 267406 members 
Mstep: Class 5 contains 3916 members 
Mstep: Class 6 contains 20582 members 
Mstep: Class 7 contains 2534 members 
Mstep: Class 8 contains 18295 members 
Mstep: Class 9 contains 35921 members 
Mstep: Class 10 contains 1327 members 
Mstep: Class 11 contains 109001 members 
Mstep: Class 12 contains 21771 members 
Mstep: Class 13 contains 39790 members 
Mstep: Class 14 contains 2979 members 
Mstep: Class 15 contains 506 members 
Mstep: Class 16 contains 43253 members 
Mstep: Class 17 contains 916 members 
Mstep: Class 18 contains 147796 members 
Mstep: Class 19 contains 2052 members 
Mstep: Class 21 contains 9085 members 
Entering Unmasked Estep 
Score: -104748672.000000 Penalty: 67761.929688
Splitting cluster 15 changes total score from -104721456.000000 to -104748672.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 18 (147796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147796 members 
Entering Unmasked Estep 
Score: -18392412.000000 Penalty: 2952.089844
	Iteration 0F: 2 clusters Score -1.839241e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73753 members 
Mstep: Class 2 contains 74043 members 
Entering Unmasked Estep 
Score: -18293638.000000 Penalty: 5904.179688
	Iteration 0F: 3 clusters Score -1.829364e+07 nChanged 70578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70441 members 
Mstep: Class 2 contains 77355 members 
Entering Unmasked Estep 
Score: -18334802.000000 Penalty: 5904.179688
	Iteration 1F: 3 clusters Score -1.83348e+07 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68563 members 
Mstep: Class 2 contains 79233 members 
Entering Unmasked Estep 
Score: -18336270.000000 Penalty: 5904.179688
	Iteration 2Q: 3 clusters Score -1.833627e+07 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65703 members 
Mstep: Class 2 contains 82093 members 
Entering Unmasked Estep 
Score: -18338374.000000 Penalty: 5904.179688
	Iteration 3Q: 3 clusters Score -1.833837e+07 nChanged 6770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61435 members 
Mstep: Class 2 contains 86361 members 
Entering Unmasked Estep 
Score: -18341288.000000 Penalty: 5904.179688
	Iteration 4Q: 3 clusters Score -1.834129e+07 nChanged 7871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55630 members 
Mstep: Class 2 contains 92166 members 
Entering Unmasked Estep 
Score: -18345580.000000 Penalty: 5904.179688
	Iteration 5F: 3 clusters Score -1.834558e+07 nChanged 9112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48222 members 
Mstep: Class 2 contains 99574 members 
Entering Unmasked Estep 
Score: -18351568.000000 Penalty: 5904.179688
	Iteration 6F: 3 clusters Score -1.835157e+07 nChanged 9809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Mstep: Class 2 contains 107913 members 
Entering Unmasked Estep 
Score: -18359254.000000 Penalty: 5904.179688
	Iteration 7F: 3 clusters Score -1.835925e+07 nChanged 9447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 115952 members 
Entering Unmasked Estep 
Score: -18367460.000000 Penalty: 5904.179688
	Iteration 8F: 3 clusters Score -1.836746e+07 nChanged 7665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 122359 members 
Entering Unmasked Estep 
Score: -18373818.000000 Penalty: 5904.179688
	Iteration 9F: 3 clusters Score -1.837382e+07 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 127054 members 
Entering Unmasked Estep 
Score: -18377946.000000 Penalty: 5904.179688
	Iteration 10Q: 3 clusters Score -1.837795e+07 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 130703 members 
Entering Unmasked Estep 
Score: -18380692.000000 Penalty: 5904.179688
	Iteration 11Q: 3 clusters Score -1.838069e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 133758 members 
Entering Unmasked Estep 
Score: -18382610.000000 Penalty: 5904.179688
	Iteration 12Q: 3 clusters Score -1.838261e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 136301 members 
Entering Unmasked Estep 
Score: -18384152.000000 Penalty: 5904.179688
	Iteration 13Q: 3 clusters Score -1.838415e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 138525 members 
Entering Unmasked Estep 
Score: -18385358.000000 Penalty: 5904.179688
	Iteration 14Q: 3 clusters Score -1.838536e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 140346 members 
Entering Unmasked Estep 
Score: -18386382.000000 Penalty: 5904.179688
	Iteration 15Q: 3 clusters Score -1.838638e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 141874 members 
Entering Unmasked Estep 
Score: -18387326.000000 Penalty: 5904.179688
	Iteration 16Q: 3 clusters Score -1.838733e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 143121 members 
Entering Unmasked Estep 
Score: -18388076.000000 Penalty: 5904.179688
	Iteration 17Q: 3 clusters Score -1.838808e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 144079 members 
Entering Unmasked Estep 
Score: -18388624.000000 Penalty: 5904.179688
	Iteration 18Q: 3 clusters Score -1.838862e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 144784 members 
Entering Unmasked Estep 
Score: -18389070.000000 Penalty: 5904.179688
	Iteration 19Q: 3 clusters Score -1.838907e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 145290 members 
Entering Unmasked Estep 
Score: -18389328.000000 Penalty: 5904.179688
	Iteration 20F: 3 clusters Score -1.838933e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 145637 members 
Entering Unmasked Estep 
Score: -18389510.000000 Penalty: 5904.179688
	Iteration 21Q: 3 clusters Score -1.838951e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 145901 members 
Entering Unmasked Estep 
Score: -18389716.000000 Penalty: 5904.179688
	Iteration 22Q: 3 clusters Score -1.838972e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 146102 members 
Entering Unmasked Estep 
Score: -18389816.000000 Penalty: 5904.179688
	Iteration 23Q: 3 clusters Score -1.838982e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 146251 members 
Entering Unmasked Estep 
Score: -18389922.000000 Penalty: 5904.179688
	Iteration 24Q: 3 clusters Score -1.838992e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 146359 members 
Entering Unmasked Estep 
Score: -18390050.000000 Penalty: 5904.179688
	Iteration 25Q: 3 clusters Score -1.839005e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 146423 members 
Entering Unmasked Estep 
Score: -18390066.000000 Penalty: 5904.179688
	Iteration 26Q: 3 clusters Score -1.839007e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 146488 members 
Entering Unmasked Estep 
Score: -18390112.000000 Penalty: 5904.179688
	Iteration 27Q: 3 clusters Score -1.839011e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 146542 members 
Entering Unmasked Estep 
Score: -18390142.000000 Penalty: 5904.179688
	Iteration 28Q: 3 clusters Score -1.839014e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 146590 members 
Entering Unmasked Estep 
Score: -18390184.000000 Penalty: 5904.179688
	Iteration 29Q: 3 clusters Score -1.839018e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 146636 members 
Entering Unmasked Estep 
Score: -18390234.000000 Penalty: 5904.179688
	Iteration 30Q: 3 clusters Score -1.839023e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 146678 members 
Entering Unmasked Estep 
Score: -18390260.000000 Penalty: 5904.179688
	Iteration 31Q: 3 clusters Score -1.839026e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 146708 members 
Entering Unmasked Estep 
Score: -18390266.000000 Penalty: 5904.179688
	Iteration 32Q: 3 clusters Score -1.839027e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 146729 members 
Entering Unmasked Estep 
Score: -18390284.000000 Penalty: 5904.179688
	Iteration 33Q: 3 clusters Score -1.839028e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 146740 members 
Entering Unmasked Estep 
Score: -18390288.000000 Penalty: 5904.179688
	Iteration 34Q: 3 clusters Score -1.839029e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 146757 members 
Entering Unmasked Estep 
Score: -18390306.000000 Penalty: 5904.179688
	Iteration 35Q: 3 clusters Score -1.839031e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 146765 members 
Entering Unmasked Estep 
Score: -18390314.000000 Penalty: 5904.179688
	Iteration 36Q: 3 clusters Score -1.839031e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 146770 members 
Entering Unmasked Estep 
Score: -18390342.000000 Penalty: 5904.179688
	Iteration 37Q: 3 clusters Score -1.839034e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 146781 members 
Entering Unmasked Estep 
Score: -18390342.000000 Penalty: 5904.179688
	Iteration 38Q: 3 clusters Score -1.839034e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 146791 members 
Entering Unmasked Estep 
Score: -18390352.000000 Penalty: 5904.179688
	Iteration 39Q: 3 clusters Score -1.839035e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 146794 members 
Entering Unmasked Estep 
Score: -18390354.000000 Penalty: 5904.179688
	Iteration 40F: 3 clusters Score -1.839035e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 146808 members 
Entering Unmasked Estep 
Score: -18390366.000000 Penalty: 5904.179688
	Iteration 41Q: 3 clusters Score -1.839037e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 146814 members 
Entering Unmasked Estep 
Score: -18390380.000000 Penalty: 5904.179688
	Iteration 42Q: 3 clusters Score -1.839038e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 146824 members 
Entering Unmasked Estep 
Score: -18390382.000000 Penalty: 5904.179688
	Iteration 43Q: 3 clusters Score -1.839038e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 146845 members 
Entering Unmasked Estep 
Score: -18390390.000000 Penalty: 5904.179688
	Iteration 44Q: 3 clusters Score -1.839039e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 146853 members 
Entering Unmasked Estep 
Score: -18390386.000000 Penalty: 5904.179688
	Iteration 45Q: 3 clusters Score -1.839039e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 146856 members 
Entering Unmasked Estep 
Score: -18390414.000000 Penalty: 5904.179688
	Iteration 46Q: 3 clusters Score -1.839041e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 146859 members 
Entering Unmasked Estep 
Score: -18390410.000000 Penalty: 5904.179688
	Iteration 47Q: 3 clusters Score -1.839041e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 146866 members 
Entering Unmasked Estep 
Score: -18390436.000000 Penalty: 5904.179688
	Iteration 48Q: 3 clusters Score -1.839044e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 146866 members 
Entering Unmasked Estep 
Score: -18390436.000000 Penalty: 5904.179688
	Iteration 49Q: 3 clusters Score -1.839044e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 146866 members 
Entering Unmasked Estep 
Score: -18390430.000000 Penalty: 5904.179688
	Iteration 50Q: 3 clusters Score -1.839043e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 146868 members 
Entering Unmasked Estep 
Score: -18390440.000000 Penalty: 5904.179688
	Iteration 51Q: 3 clusters Score -1.839044e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 146870 members 
Entering Unmasked Estep 
Score: -18390434.000000 Penalty: 5904.179688
	Iteration 52Q: 3 clusters Score -1.839043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 146871 members 
Entering Unmasked Estep 
Score: -18390448.000000 Penalty: 5904.179688
	Iteration 53Q: 3 clusters Score -1.839045e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 146870 members 
Entering Unmasked Estep 
Score: -18390454.000000 Penalty: 5904.179688
	Iteration 54Q: 3 clusters Score -1.839045e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 146869 members 
Entering Unmasked Estep 
Score: -18390430.000000 Penalty: 5904.179688
	Iteration 55Q: 3 clusters Score -1.839043e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 146866 members 
Entering Unmasked Estep 
Score: -18390442.000000 Penalty: 5904.179688
	Iteration 56Q: 3 clusters Score -1.839044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 146864 members 
Entering Unmasked Estep 
Score: -18390444.000000 Penalty: 5904.179688
	Iteration 57Q: 3 clusters Score -1.839044e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 146862 members 
Entering Unmasked Estep 
Score: -18390448.000000 Penalty: 5904.179688
	Iteration 58Q: 3 clusters Score -1.839045e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 146862 members 
Entering Unmasked Estep 
Score: -18390448.000000 Penalty: 5904.179688
	Iteration 59F: 3 clusters Score -1.839045e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (2052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Entering Unmasked Estep 
Score: -223911.625000 Penalty: 1891.389404
	Iteration 0F: 2 clusters Score -223911.6 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 1044 members 
Entering Unmasked Estep 
Score: -221555.437500 Penalty: 3782.778809
	Iteration 0F: 3 clusters Score -221555.4 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -222861.046875 Penalty: 3782.778809
	Iteration 1F: 3 clusters Score -222861 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -223637.203125 Penalty: 3782.778809
	Iteration 2F: 3 clusters Score -223637.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -224104.609375 Penalty: 3782.778809
	Iteration 3F: 3 clusters Score -224104.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -224250.640625 Penalty: 3782.778809
	Iteration 4Q: 3 clusters Score -224250.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -224293.171875 Penalty: 3782.778809
	Iteration 5Q: 3 clusters Score -224293.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -224302.343750 Penalty: 3782.778809
	Iteration 6Q: 3 clusters Score -224302.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -224307.750000 Penalty: 3782.778809
	Iteration 7Q: 3 clusters Score -224307.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -224310.765625 Penalty: 3782.778809
	Iteration 8Q: 3 clusters Score -224310.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -224312.671875 Penalty: 3782.778809
	Iteration 9Q: 3 clusters Score -224312.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -224315.343750 Penalty: 3782.778809
	Iteration 10Q: 3 clusters Score -224315.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -224315.343750 Penalty: 3782.778809
	Iteration 11F: 3 clusters Score -224315.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 113699 members 
Mstep: Class 3 contains 14364 members 
Mstep: Class 4 contains 267406 members 
Mstep: Class 5 contains 3916 members 
Mstep: Class 6 contains 20582 members 
Mstep: Class 7 contains 2534 members 
Mstep: Class 8 contains 18295 members 
Mstep: Class 9 contains 35921 members 
Mstep: Class 10 contains 1327 members 
Mstep: Class 11 contains 109001 members 
Mstep: Class 12 contains 21771 members 
Mstep: Class 13 contains 39790 members 
Mstep: Class 14 contains 2979 members 
Mstep: Class 15 contains 506 members 
Mstep: Class 16 contains 43253 members 
Mstep: Class 17 contains 916 members 
Mstep: Class 18 contains 147796 members 
Mstep: Class 19 contains 266 members 
Mstep: Class 20 contains 1786 members 
Mstep: Class 21 contains 9085 members 
Entering Unmasked Estep 
Score: -104747648.000000 Penalty: 71150.023438
Splitting cluster 19 changes total score from -104721456.000000 to -104747648.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 21 (9085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Entering Unmasked Estep 
Score: -1156557.250000 Penalty: 2260.366211
	Iteration 0F: 2 clusters Score -1156557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -1149463.500000 Penalty: 4520.732422
	Iteration 0F: 3 clusters Score -1149464 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1151425.125000 Penalty: 4520.732422
	Iteration 1F: 3 clusters Score -1151425 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1151685.875000 Penalty: 4520.732422
	Iteration 2F: 3 clusters Score -1151686 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1151899.875000 Penalty: 4520.732422
	Iteration 3Q: 3 clusters Score -1151900 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1152065.000000 Penalty: 4520.732422
	Iteration 4Q: 3 clusters Score -1152065 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1152202.500000 Penalty: 4520.732422
	Iteration 5Q: 3 clusters Score -1152202 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1152288.750000 Penalty: 4520.732422
	Iteration 6Q: 3 clusters Score -1152289 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1152360.375000 Penalty: 4520.732422
	Iteration 7Q: 3 clusters Score -1152360 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1152416.375000 Penalty: 4520.732422
	Iteration 8Q: 3 clusters Score -1152416 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1152476.250000 Penalty: 4520.732422
	Iteration 9Q: 3 clusters Score -1152476 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1152531.375000 Penalty: 4520.732422
	Iteration 10Q: 3 clusters Score -1152531 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1152581.250000 Penalty: 4520.732422
	Iteration 11Q: 3 clusters Score -1152581 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1152647.750000 Penalty: 4520.732422
	Iteration 12Q: 3 clusters Score -1152648 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1152729.875000 Penalty: 4520.732422
	Iteration 13Q: 3 clusters Score -1152730 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1152829.750000 Penalty: 4520.732422
	Iteration 14Q: 3 clusters Score -1152830 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1152935.500000 Penalty: 4520.732422
	Iteration 15Q: 3 clusters Score -1152936 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1153037.375000 Penalty: 4520.732422
	Iteration 16Q: 3 clusters Score -1153037 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1153173.625000 Penalty: 4520.732422
	Iteration 17Q: 3 clusters Score -1153174 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1153305.250000 Penalty: 4520.732422
	Iteration 18Q: 3 clusters Score -1153305 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1153436.125000 Penalty: 4520.732422
	Iteration 19Q: 3 clusters Score -1153436 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1153532.375000 Penalty: 4520.732422
	Iteration 20F: 3 clusters Score -1153532 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1153618.250000 Penalty: 4520.732422
	Iteration 21Q: 3 clusters Score -1153618 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1153700.875000 Penalty: 4520.732422
	Iteration 22Q: 3 clusters Score -1153701 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1153769.000000 Penalty: 4520.732422
	Iteration 23Q: 3 clusters Score -1153769 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1153842.500000 Penalty: 4520.732422
	Iteration 24Q: 3 clusters Score -1153842 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1153903.000000 Penalty: 4520.732422
	Iteration 25Q: 3 clusters Score -1153903 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1153961.375000 Penalty: 4520.732422
	Iteration 26Q: 3 clusters Score -1153961 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1154018.250000 Penalty: 4520.732422
	Iteration 27Q: 3 clusters Score -1154018 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1154059.250000 Penalty: 4520.732422
	Iteration 28Q: 3 clusters Score -1154059 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1154094.125000 Penalty: 4520.732422
	Iteration 29Q: 3 clusters Score -1154094 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1154134.375000 Penalty: 4520.732422
	Iteration 30Q: 3 clusters Score -1154134 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1154169.375000 Penalty: 4520.732422
	Iteration 31Q: 3 clusters Score -1154169 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1154210.375000 Penalty: 4520.732422
	Iteration 32Q: 3 clusters Score -1154210 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1154244.250000 Penalty: 4520.732422
	Iteration 33Q: 3 clusters Score -1154244 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1154278.000000 Penalty: 4520.732422
	Iteration 34Q: 3 clusters Score -1154278 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1154306.000000 Penalty: 4520.732422
	Iteration 35Q: 3 clusters Score -1154306 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1154335.875000 Penalty: 4520.732422
	Iteration 36Q: 3 clusters Score -1154336 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1154358.875000 Penalty: 4520.732422
	Iteration 37Q: 3 clusters Score -1154359 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1154374.750000 Penalty: 4520.732422
	Iteration 38Q: 3 clusters Score -1154375 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1154389.875000 Penalty: 4520.732422
	Iteration 39Q: 3 clusters Score -1154390 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1154407.750000 Penalty: 4520.732422
	Iteration 40F: 3 clusters Score -1154408 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1154427.875000 Penalty: 4520.732422
	Iteration 41Q: 3 clusters Score -1154428 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1154450.750000 Penalty: 4520.732422
	Iteration 42Q: 3 clusters Score -1154451 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1154472.750000 Penalty: 4520.732422
	Iteration 43Q: 3 clusters Score -1154473 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1154488.375000 Penalty: 4520.732422
	Iteration 44Q: 3 clusters Score -1154488 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1154509.125000 Penalty: 4520.732422
	Iteration 45Q: 3 clusters Score -1154509 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1154529.000000 Penalty: 4520.732422
	Iteration 46Q: 3 clusters Score -1154529 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1154543.500000 Penalty: 4520.732422
	Iteration 47Q: 3 clusters Score -1154544 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1154555.750000 Penalty: 4520.732422
	Iteration 48Q: 3 clusters Score -1154556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1154570.750000 Penalty: 4520.732422
	Iteration 49Q: 3 clusters Score -1154571 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1154584.500000 Penalty: 4520.732422
	Iteration 50Q: 3 clusters Score -1154584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1154593.500000 Penalty: 4520.732422
	Iteration 51Q: 3 clusters Score -1154594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1154600.625000 Penalty: 4520.732422
	Iteration 52Q: 3 clusters Score -1154601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1154610.375000 Penalty: 4520.732422
	Iteration 53Q: 3 clusters Score -1154610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1154614.500000 Penalty: 4520.732422
	Iteration 54Q: 3 clusters Score -1154614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1154622.000000 Penalty: 4520.732422
	Iteration 55Q: 3 clusters Score -1154622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1154629.375000 Penalty: 4520.732422
	Iteration 56Q: 3 clusters Score -1154629 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1154630.625000 Penalty: 4520.732422
	Iteration 57Q: 3 clusters Score -1154631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1154630.500000 Penalty: 4520.732422
	Iteration 58Q: 3 clusters Score -1154630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1154633.375000 Penalty: 4520.732422
	Iteration 59Q: 3 clusters Score -1154633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1154634.750000 Penalty: 4520.732422
	Iteration 60F: 3 clusters Score -1154635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 113699 members 
Mstep: Class 3 contains 14364 members 
Mstep: Class 4 contains 267406 members 
Mstep: Class 5 contains 3916 members 
Mstep: Class 6 contains 20582 members 
Mstep: Class 7 contains 2534 members 
Mstep: Class 8 contains 18295 members 
Mstep: Class 10 contains 1327 members 
Mstep: Class 11 contains 109001 members 
Mstep: Class 12 contains 21771 members 
Mstep: Class 13 contains 39790 members 
Mstep: Class 14 contains 2979 members 
Mstep: Class 15 contains 506 members 
Mstep: Class 18 contains 147796 members 
Mstep: Class 19 contains 266 members 
Mstep: Class 21 contains 9085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104752776.000000 Penalty: 71150.023438
Iteration 39Q: 22 clusters Score -1.047528e+08 nChanged 18341
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 112874 members 
Mstep: Class 3 contains 14377 members 
Mstep: Class 4 contains 271811 members 
Mstep: Class 5 contains 3904 members 
Mstep: Class 6 contains 20297 members 
Mstep: Class 7 contains 2401 members 
Mstep: Class 8 contains 18500 members 
Mstep: Class 9 contains 36033 members 
Mstep: Class 10 contains 1327 members 
Mstep: Class 11 contains 108041 members 
Mstep: Class 12 contains 21779 members 
Mstep: Class 13 contains 40565 members 
Mstep: Class 14 contains 2985 members 
Mstep: Class 15 contains 510 members 
Mstep: Class 16 contains 43122 members 
Mstep: Class 17 contains 916 members 
Mstep: Class 18 contains 144629 members 
Mstep: Class 19 contains 271 members 
Mstep: Class 20 contains 1758 members 
Mstep: Class 21 contains 9090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104756320.000000 Penalty: 71150.023438
Iteration 40F: 22 clusters Score -1.047563e+08 nChanged 14492
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 112183 members 
Mstep: Class 3 contains 14354 members 
Mstep: Class 4 contains 273517 members 
Mstep: Class 5 contains 3819 members 
Mstep: Class 6 contains 20076 members 
Mstep: Class 7 contains 2332 members 
Mstep: Class 8 contains 18685 members 
Mstep: Class 9 contains 36183 members 
Mstep: Class 10 contains 1319 members 
Mstep: Class 11 contains 107443 members 
Mstep: Class 12 contains 21593 members 
Mstep: Class 13 contains 40952 members 
Mstep: Class 14 contains 3016 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 45099 members 
Mstep: Class 17 contains 918 members 
Mstep: Class 18 contains 141691 members 
Mstep: Class 19 contains 274 members 
Mstep: Class 20 contains 1970 members 
Mstep: Class 21 contains 9174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104757512.000000 Penalty: 71150.023438
Iteration 41Q: 22 clusters Score -1.047575e+08 nChanged 11962
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 111598 members 
Mstep: Class 3 contains 14329 members 
Mstep: Class 4 contains 275408 members 
Mstep: Class 5 contains 3814 members 
Mstep: Class 6 contains 19875 members 
Mstep: Class 7 contains 2280 members 
Mstep: Class 8 contains 18890 members 
Mstep: Class 9 contains 36328 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 106843 members 
Mstep: Class 12 contains 21497 members 
Mstep: Class 13 contains 41288 members 
Mstep: Class 14 contains 3091 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 46499 members 
Mstep: Class 17 contains 918 members 
Mstep: Class 18 contains 138959 members 
Mstep: Class 19 contains 271 members 
Mstep: Class 20 contains 2102 members 
Mstep: Class 21 contains 9206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104757560.000000 Penalty: 71150.023438
Iteration 42Q: 22 clusters Score -1.047576e+08 nChanged 10483
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 111049 members 
Mstep: Class 3 contains 14323 members 
Mstep: Class 4 contains 277155 members 
Mstep: Class 5 contains 3823 members 
Mstep: Class 6 contains 19681 members 
Mstep: Class 7 contains 2261 members 
Mstep: Class 8 contains 19150 members 
Mstep: Class 9 contains 36450 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 106369 members 
Mstep: Class 12 contains 21455 members 
Mstep: Class 13 contains 41447 members 
Mstep: Class 14 contains 3200 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 47581 members 
Mstep: Class 17 contains 918 members 
Mstep: Class 18 contains 136566 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2193 members 
Mstep: Class 21 contains 9210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104757760.000000 Penalty: 71150.023438
Iteration 43Q: 22 clusters Score -1.047578e+08 nChanged 9051
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 110611 members 
Mstep: Class 3 contains 14342 members 
Mstep: Class 4 contains 278539 members 
Mstep: Class 5 contains 3835 members 
Mstep: Class 6 contains 19507 members 
Mstep: Class 7 contains 2255 members 
Mstep: Class 8 contains 19416 members 
Mstep: Class 9 contains 36560 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 105999 members 
Mstep: Class 12 contains 21418 members 
Mstep: Class 13 contains 41564 members 
Mstep: Class 14 contains 3321 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 48468 members 
Mstep: Class 17 contains 918 members 
Mstep: Class 18 contains 134530 members 
Mstep: Class 19 contains 274 members 
Mstep: Class 20 contains 2253 members 
Mstep: Class 21 contains 9226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758336.000000 Penalty: 71150.023438
Iteration 44Q: 22 clusters Score -1.047583e+08 nChanged 7947
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 110238 members 
Mstep: Class 3 contains 14361 members 
Mstep: Class 4 contains 279571 members 
Mstep: Class 5 contains 3834 members 
Mstep: Class 6 contains 19390 members 
Mstep: Class 7 contains 2267 members 
Mstep: Class 8 contains 19704 members 
Mstep: Class 9 contains 36628 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 105651 members 
Mstep: Class 12 contains 21402 members 
Mstep: Class 13 contains 41659 members 
Mstep: Class 14 contains 3434 members 
Mstep: Class 15 contains 506 members 
Mstep: Class 16 contains 49194 members 
Mstep: Class 17 contains 918 members 
Mstep: Class 18 contains 132929 members 
Mstep: Class 19 contains 274 members 
Mstep: Class 20 contains 2300 members 
Mstep: Class 21 contains 9221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758088.000000 Penalty: 71150.023438
Iteration 45Q: 22 clusters Score -1.047581e+08 nChanged 7165
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 109961 members 
Mstep: Class 3 contains 14368 members 
Mstep: Class 4 contains 280247 members 
Mstep: Class 5 contains 3838 members 
Mstep: Class 6 contains 19318 members 
Mstep: Class 7 contains 2268 members 
Mstep: Class 8 contains 20013 members 
Mstep: Class 9 contains 36676 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 105357 members 
Mstep: Class 12 contains 21403 members 
Mstep: Class 13 contains 41730 members 
Mstep: Class 14 contains 3537 members 
Mstep: Class 15 contains 506 members 
Mstep: Class 16 contains 49848 members 
Mstep: Class 17 contains 918 members 
Mstep: Class 18 contains 131613 members 
Mstep: Class 19 contains 275 members 
Mstep: Class 20 contains 2337 members 
Mstep: Class 21 contains 9226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104757728.000000 Penalty: 71150.023438
Iteration 46Q: 22 clusters Score -1.047577e+08 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 109731 members 
Mstep: Class 3 contains 14388 members 
Mstep: Class 4 contains 280637 members 
Mstep: Class 5 contains 3836 members 
Mstep: Class 6 contains 19249 members 
Mstep: Class 7 contains 2269 members 
Mstep: Class 8 contains 20360 members 
Mstep: Class 9 contains 36726 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 105123 members 
Mstep: Class 12 contains 21387 members 
Mstep: Class 13 contains 41773 members 
Mstep: Class 14 contains 3612 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 50438 members 
Mstep: Class 17 contains 918 members 
Mstep: Class 18 contains 130583 members 
Mstep: Class 19 contains 276 members 
Mstep: Class 20 contains 2372 members 
Mstep: Class 21 contains 9227 members 
Entering Unmasked Estep 
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Iteration 47Q: 22 clusters Score -1.047574e+08 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 109556 members 
Mstep: Class 3 contains 14406 members 
Mstep: Class 4 contains 280845 members 
Mstep: Class 5 contains 3832 members 
Mstep: Class 6 contains 19204 members 
Mstep: Class 7 contains 2262 members 
Mstep: Class 8 contains 20695 members 
Mstep: Class 9 contains 36760 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 104901 members 
Mstep: Class 12 contains 21401 members 
Mstep: Class 13 contains 41806 members 
Mstep: Class 14 contains 3695 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 50941 members 
Mstep: Class 17 contains 918 members 
Mstep: Class 18 contains 129756 members 
Mstep: Class 19 contains 276 members 
Mstep: Class 20 contains 2398 members 
Mstep: Class 21 contains 9231 members 
Entering Unmasked Estep 
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Iteration 48Q: 22 clusters Score -1.04757e+08 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 109413 members 
Mstep: Class 3 contains 14427 members 
Mstep: Class 4 contains 280854 members 
Mstep: Class 5 contains 3822 members 
Mstep: Class 6 contains 19168 members 
Mstep: Class 7 contains 2258 members 
Mstep: Class 8 contains 21026 members 
Mstep: Class 9 contains 36779 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 104731 members 
Mstep: Class 12 contains 21385 members 
Mstep: Class 13 contains 41846 members 
Mstep: Class 14 contains 3776 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 51370 members 
Mstep: Class 17 contains 918 members 
Mstep: Class 18 contains 129178 members 
Mstep: Class 19 contains 275 members 
Mstep: Class 20 contains 2423 members 
Mstep: Class 21 contains 9218 members 
Entering Unmasked Estep 
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Iteration 49Q: 22 clusters Score -1.047569e+08 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 109303 members 
Mstep: Class 3 contains 14442 members 
Mstep: Class 4 contains 280608 members 
Mstep: Class 5 contains 3812 members 
Mstep: Class 6 contains 19153 members 
Mstep: Class 7 contains 2262 members 
Mstep: Class 8 contains 21379 members 
Mstep: Class 9 contains 36803 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 104584 members 
Mstep: Class 12 contains 21380 members 
Mstep: Class 13 contains 41888 members 
Mstep: Class 14 contains 3852 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 51749 members 
Mstep: Class 17 contains 918 members 
Mstep: Class 18 contains 128792 members 
Mstep: Class 19 contains 275 members 
Mstep: Class 20 contains 2448 members 
Mstep: Class 21 contains 9208 members 
Entering Unmasked Estep 
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Iteration 50Q: 22 clusters Score -1.047567e+08 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 109249 members 
Mstep: Class 3 contains 14442 members 
Mstep: Class 4 contains 280252 members 
Mstep: Class 5 contains 3788 members 
Mstep: Class 6 contains 19130 members 
Mstep: Class 7 contains 2266 members 
Mstep: Class 8 contains 21732 members 
Mstep: Class 9 contains 36818 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 104484 members 
Mstep: Class 12 contains 21375 members 
Mstep: Class 13 contains 41907 members 
Mstep: Class 14 contains 3927 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 52044 members 
Mstep: Class 17 contains 918 members 
Mstep: Class 18 contains 128578 members 
Mstep: Class 19 contains 275 members 
Mstep: Class 20 contains 2475 members 
Mstep: Class 21 contains 9187 members 
Entering Unmasked Estep 
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Iteration 51Q: 22 clusters Score -1.047566e+08 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 109194 members 
Mstep: Class 3 contains 14436 members 
Mstep: Class 4 contains 279856 members 
Mstep: Class 5 contains 3772 members 
Mstep: Class 6 contains 19105 members 
Mstep: Class 7 contains 2265 members 
Mstep: Class 8 contains 22058 members 
Mstep: Class 9 contains 36837 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 104393 members 
Mstep: Class 12 contains 21377 members 
Mstep: Class 13 contains 41935 members 
Mstep: Class 14 contains 4000 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 52260 members 
Mstep: Class 17 contains 918 members 
Mstep: Class 18 contains 128503 members 
Mstep: Class 19 contains 275 members 
Mstep: Class 20 contains 2500 members 
Mstep: Class 21 contains 9163 members 
Entering Unmasked Estep 
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Iteration 52Q: 22 clusters Score -1.047567e+08 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 109172 members 
Mstep: Class 3 contains 14427 members 
Mstep: Class 4 contains 279249 members 
Mstep: Class 5 contains 3766 members 
Mstep: Class 6 contains 19092 members 
Mstep: Class 7 contains 2270 members 
Mstep: Class 8 contains 22388 members 
Mstep: Class 9 contains 36862 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 104332 members 
Mstep: Class 12 contains 21381 members 
Mstep: Class 13 contains 41961 members 
Mstep: Class 14 contains 4052 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 52450 members 
Mstep: Class 17 contains 918 members 
Mstep: Class 18 contains 128561 members 
Mstep: Class 19 contains 275 members 
Mstep: Class 20 contains 2523 members 
Mstep: Class 21 contains 9162 members 
Entering Unmasked Estep 
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Iteration 53Q: 22 clusters Score -1.047568e+08 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 109184 members 
Mstep: Class 3 contains 14422 members 
Mstep: Class 4 contains 278574 members 
Mstep: Class 5 contains 3766 members 
Mstep: Class 6 contains 19091 members 
Mstep: Class 7 contains 2267 members 
Mstep: Class 8 contains 22732 members 
Mstep: Class 9 contains 36869 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 104246 members 
Mstep: Class 12 contains 21397 members 
Mstep: Class 13 contains 41979 members 
Mstep: Class 14 contains 4096 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 52615 members 
Mstep: Class 17 contains 918 members 
Mstep: Class 18 contains 128716 members 
Mstep: Class 19 contains 275 members 
Mstep: Class 20 contains 2538 members 
Mstep: Class 21 contains 9149 members 
Entering Unmasked Estep 
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Iteration 54Q: 22 clusters Score -1.047564e+08 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 109234 members 
Mstep: Class 3 contains 14427 members 
Mstep: Class 4 contains 277769 members 
Mstep: Class 5 contains 3766 members 
Mstep: Class 6 contains 19084 members 
Mstep: Class 7 contains 2269 members 
Mstep: Class 8 contains 23058 members 
Mstep: Class 9 contains 36886 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 104166 members 
Mstep: Class 12 contains 21413 members 
Mstep: Class 13 contains 41997 members 
Mstep: Class 14 contains 4140 members 
Mstep: Class 15 contains 507 members 
Mstep: Class 16 contains 52726 members 
Mstep: Class 17 contains 918 members 
Mstep: Class 18 contains 128998 members 
Mstep: Class 19 contains 274 members 
Mstep: Class 20 contains 2558 members 
Mstep: Class 21 contains 9149 members 
Entering Unmasked Estep 
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Iteration 55Q: 22 clusters Score -1.047563e+08 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 109265 members 
Mstep: Class 3 contains 14439 members 
Mstep: Class 4 contains 276914 members 
Mstep: Class 5 contains 3754 members 
Mstep: Class 6 contains 19078 members 
Mstep: Class 7 contains 2273 members 
Mstep: Class 8 contains 23399 members 
Mstep: Class 9 contains 36886 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 104045 members 
Mstep: Class 12 contains 21417 members 
Mstep: Class 13 contains 42002 members 
Mstep: Class 14 contains 4168 members 
Mstep: Class 15 contains 509 members 
Mstep: Class 16 contains 52837 members 
Mstep: Class 17 contains 918 members 
Mstep: Class 18 contains 129447 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2576 members 
Mstep: Class 21 contains 9136 members 
Entering Unmasked Estep 
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Iteration 56Q: 22 clusters Score -1.04756e+08 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 109270 members 
Mstep: Class 3 contains 14442 members 
Mstep: Class 4 contains 275970 members 
Mstep: Class 5 contains 3749 members 
Mstep: Class 6 contains 19076 members 
Mstep: Class 7 contains 2278 members 
Mstep: Class 8 contains 23740 members 
Mstep: Class 9 contains 36889 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 103946 members 
Mstep: Class 12 contains 21424 members 
Mstep: Class 13 contains 42019 members 
Mstep: Class 14 contains 4200 members 
Mstep: Class 15 contains 508 members 
Mstep: Class 16 contains 52911 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 129981 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2594 members 
Mstep: Class 21 contains 9139 members 
Entering Unmasked Estep 
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Iteration 57Q: 22 clusters Score -1.047558e+08 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 109292 members 
Mstep: Class 3 contains 14438 members 
Mstep: Class 4 contains 274858 members 
Mstep: Class 5 contains 3755 members 
Mstep: Class 6 contains 19073 members 
Mstep: Class 7 contains 2276 members 
Mstep: Class 8 contains 24066 members 
Mstep: Class 9 contains 36895 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 103862 members 
Mstep: Class 12 contains 21428 members 
Mstep: Class 13 contains 42043 members 
Mstep: Class 14 contains 4227 members 
Mstep: Class 15 contains 508 members 
Mstep: Class 16 contains 52964 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 130673 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2610 members 
Mstep: Class 21 contains 9158 members 
Entering Unmasked Estep 
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Iteration 58Q: 22 clusters Score -1.047564e+08 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 109352 members 
Mstep: Class 3 contains 14450 members 
Mstep: Class 4 contains 273633 members 
Mstep: Class 5 contains 3739 members 
Mstep: Class 6 contains 19070 members 
Mstep: Class 7 contains 2282 members 
Mstep: Class 8 contains 24383 members 
Mstep: Class 9 contains 36893 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 103781 members 
Mstep: Class 12 contains 21444 members 
Mstep: Class 13 contains 42058 members 
Mstep: Class 14 contains 4261 members 
Mstep: Class 15 contains 508 members 
Mstep: Class 16 contains 53009 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 131482 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2627 members 
Mstep: Class 21 contains 9148 members 
Entering Unmasked Estep 
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Iteration 59Q: 22 clusters Score -1.047566e+08 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 109396 members 
Mstep: Class 3 contains 14446 members 
Mstep: Class 4 contains 272467 members 
Mstep: Class 5 contains 3739 members 
Mstep: Class 6 contains 19070 members 
Mstep: Class 7 contains 2290 members 
Mstep: Class 8 contains 24641 members 
Mstep: Class 9 contains 36894 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 103708 members 
Mstep: Class 12 contains 21462 members 
Mstep: Class 13 contains 42075 members 
Mstep: Class 14 contains 4288 members 
Mstep: Class 15 contains 508 members 
Mstep: Class 16 contains 53035 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 132312 members 
Mstep: Class 19 contains 271 members 
Mstep: Class 20 contains 2638 members 
Mstep: Class 21 contains 9145 members 
Entering Unmasked Estep 
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Iteration 60F: 22 clusters Score -1.047565e+08 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 109442 members 
Mstep: Class 3 contains 14448 members 
Mstep: Class 4 contains 271275 members 
Mstep: Class 5 contains 3750 members 
Mstep: Class 6 contains 19070 members 
Mstep: Class 7 contains 2297 members 
Mstep: Class 8 contains 24854 members 
Mstep: Class 9 contains 36908 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 103611 members 
Mstep: Class 12 contains 21474 members 
Mstep: Class 13 contains 42091 members 
Mstep: Class 14 contains 4310 members 
Mstep: Class 15 contains 508 members 
Mstep: Class 16 contains 53056 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 133216 members 
Mstep: Class 19 contains 271 members 
Mstep: Class 20 contains 2649 members 
Mstep: Class 21 contains 9151 members 
Entering Unmasked Estep 
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Iteration 61Q: 22 clusters Score -1.047567e+08 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 109491 members 
Mstep: Class 3 contains 14453 members 
Mstep: Class 4 contains 270018 members 
Mstep: Class 5 contains 3757 members 
Mstep: Class 6 contains 19066 members 
Mstep: Class 7 contains 2304 members 
Mstep: Class 8 contains 25047 members 
Mstep: Class 9 contains 36935 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 103493 members 
Mstep: Class 12 contains 21490 members 
Mstep: Class 13 contains 42105 members 
Mstep: Class 14 contains 4328 members 
Mstep: Class 15 contains 508 members 
Mstep: Class 16 contains 53098 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 134193 members 
Mstep: Class 19 contains 270 members 
Mstep: Class 20 contains 2659 members 
Mstep: Class 21 contains 9161 members 
Entering Unmasked Estep 
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Iteration 62Q: 22 clusters Score -1.047568e+08 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 109521 members 
Mstep: Class 3 contains 14463 members 
Mstep: Class 4 contains 268690 members 
Mstep: Class 5 contains 3758 members 
Mstep: Class 6 contains 19058 members 
Mstep: Class 7 contains 2311 members 
Mstep: Class 8 contains 25242 members 
Mstep: Class 9 contains 36963 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 103366 members 
Mstep: Class 12 contains 21505 members 
Mstep: Class 13 contains 42130 members 
Mstep: Class 14 contains 4345 members 
Mstep: Class 15 contains 508 members 
Mstep: Class 16 contains 53137 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 135259 members 
Mstep: Class 19 contains 269 members 
Mstep: Class 20 contains 2670 members 
Mstep: Class 21 contains 9177 members 
Entering Unmasked Estep 
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Iteration 63Q: 22 clusters Score -1.047568e+08 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 109544 members 
Mstep: Class 3 contains 14476 members 
Mstep: Class 4 contains 267358 members 
Mstep: Class 5 contains 3766 members 
Mstep: Class 6 contains 19046 members 
Mstep: Class 7 contains 2312 members 
Mstep: Class 8 contains 25418 members 
Mstep: Class 9 contains 36992 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 103214 members 
Mstep: Class 12 contains 21527 members 
Mstep: Class 13 contains 42152 members 
Mstep: Class 14 contains 4355 members 
Mstep: Class 15 contains 508 members 
Mstep: Class 16 contains 53164 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 136403 members 
Mstep: Class 19 contains 268 members 
Mstep: Class 20 contains 2678 members 
Mstep: Class 21 contains 9187 members 
Entering Unmasked Estep 
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Iteration 64Q: 22 clusters Score -1.047566e+08 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 109533 members 
Mstep: Class 3 contains 14485 members 
Mstep: Class 4 contains 266009 members 
Mstep: Class 5 contains 3765 members 
Mstep: Class 6 contains 19029 members 
Mstep: Class 7 contains 2313 members 
Mstep: Class 8 contains 25562 members 
Mstep: Class 9 contains 37014 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 103037 members 
Mstep: Class 12 contains 21537 members 
Mstep: Class 13 contains 42161 members 
Mstep: Class 14 contains 4364 members 
Mstep: Class 15 contains 508 members 
Mstep: Class 16 contains 53198 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 137704 members 
Mstep: Class 19 contains 268 members 
Mstep: Class 20 contains 2688 members 
Mstep: Class 21 contains 9189 members 
Entering Unmasked Estep 
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Iteration 65Q: 22 clusters Score -1.047566e+08 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 109501 members 
Mstep: Class 3 contains 14488 members 
Mstep: Class 4 contains 264474 members 
Mstep: Class 5 contains 3773 members 
Mstep: Class 6 contains 19024 members 
Mstep: Class 7 contains 2312 members 
Mstep: Class 8 contains 25729 members 
Mstep: Class 9 contains 37008 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 102894 members 
Mstep: Class 12 contains 21550 members 
Mstep: Class 13 contains 42176 members 
Mstep: Class 14 contains 4369 members 
Mstep: Class 15 contains 508 members 
Mstep: Class 16 contains 53233 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 139160 members 
Mstep: Class 19 contains 268 members 
Mstep: Class 20 contains 2700 members 
Mstep: Class 21 contains 9195 members 
Entering Unmasked Estep 
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Iteration 66Q: 22 clusters Score -1.047565e+08 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 109454 members 
Mstep: Class 3 contains 14481 members 
Mstep: Class 4 contains 262916 members 
Mstep: Class 5 contains 3770 members 
Mstep: Class 6 contains 19024 members 
Mstep: Class 7 contains 2315 members 
Mstep: Class 8 contains 25901 members 
Mstep: Class 9 contains 37018 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 102741 members 
Mstep: Class 12 contains 21561 members 
Mstep: Class 13 contains 42192 members 
Mstep: Class 14 contains 4377 members 
Mstep: Class 15 contains 508 members 
Mstep: Class 16 contains 53252 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 140656 members 
Mstep: Class 19 contains 269 members 
Mstep: Class 20 contains 2710 members 
Mstep: Class 21 contains 9215 members 
Entering Unmasked Estep 
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Iteration 67Q: 22 clusters Score -1.047567e+08 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 109426 members 
Mstep: Class 3 contains 14476 members 
Mstep: Class 4 contains 261308 members 
Mstep: Class 5 contains 3776 members 
Mstep: Class 6 contains 19027 members 
Mstep: Class 7 contains 2319 members 
Mstep: Class 8 contains 26086 members 
Mstep: Class 9 contains 37021 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 102563 members 
Mstep: Class 12 contains 21568 members 
Mstep: Class 13 contains 42209 members 
Mstep: Class 14 contains 4383 members 
Mstep: Class 15 contains 508 members 
Mstep: Class 16 contains 53263 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 142222 members 
Mstep: Class 19 contains 270 members 
Mstep: Class 20 contains 2713 members 
Mstep: Class 21 contains 9222 members 
Entering Unmasked Estep 
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Iteration 68Q: 22 clusters Score -1.047567e+08 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 109370 members 
Mstep: Class 3 contains 14475 members 
Mstep: Class 4 contains 259660 members 
Mstep: Class 5 contains 3790 members 
Mstep: Class 6 contains 19021 members 
Mstep: Class 7 contains 2325 members 
Mstep: Class 8 contains 26254 members 
Mstep: Class 9 contains 37038 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 102340 members 
Mstep: Class 12 contains 21573 members 
Mstep: Class 13 contains 42229 members 
Mstep: Class 14 contains 4387 members 
Mstep: Class 15 contains 508 members 
Mstep: Class 16 contains 53275 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 143905 members 
Mstep: Class 19 contains 270 members 
Mstep: Class 20 contains 2716 members 
Mstep: Class 21 contains 9224 members 
Entering Unmasked Estep 
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Iteration 69Q: 22 clusters Score -1.047569e+08 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 109274 members 
Mstep: Class 3 contains 14481 members 
Mstep: Class 4 contains 258056 members 
Mstep: Class 5 contains 3811 members 
Mstep: Class 6 contains 19011 members 
Mstep: Class 7 contains 2329 members 
Mstep: Class 8 contains 26380 members 
Mstep: Class 9 contains 37039 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 102099 members 
Mstep: Class 12 contains 21572 members 
Mstep: Class 13 contains 42245 members 
Mstep: Class 14 contains 4392 members 
Mstep: Class 15 contains 508 members 
Mstep: Class 16 contains 53271 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 145664 members 
Mstep: Class 19 contains 270 members 
Mstep: Class 20 contains 2717 members 
Mstep: Class 21 contains 9237 members 
Entering Unmasked Estep 
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Iteration 70Q: 22 clusters Score -1.047574e+08 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 109173 members 
Mstep: Class 3 contains 14483 members 
Mstep: Class 4 contains 256348 members 
Mstep: Class 5 contains 3831 members 
Mstep: Class 6 contains 19001 members 
Mstep: Class 7 contains 2330 members 
Mstep: Class 8 contains 26496 members 
Mstep: Class 9 contains 37033 members 
Mstep: Class 10 contains 1318 members 
Mstep: Class 11 contains 101854 members 
Mstep: Class 12 contains 21567 members 
Mstep: Class 13 contains 42274 members 
Mstep: Class 14 contains 4395 members 
Mstep: Class 15 contains 508 members 
Mstep: Class 16 contains 53255 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 147583 members 
Mstep: Class 19 contains 270 members 
Mstep: Class 20 contains 2719 members 
Mstep: Class 21 contains 9232 members 
Entering Unmasked Estep 
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Iteration 71Q: 22 clusters Score -1.047576e+08 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 109020 members 
Mstep: Class 3 contains 14476 members 
Mstep: Class 4 contains 254512 members 
Mstep: Class 5 contains 3853 members 
Mstep: Class 6 contains 18986 members 
Mstep: Class 7 contains 2332 members 
Mstep: Class 8 contains 26577 members 
Mstep: Class 9 contains 37041 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 101556 members 
Mstep: Class 12 contains 21567 members 
Mstep: Class 13 contains 42309 members 
Mstep: Class 14 contains 4397 members 
Mstep: Class 15 contains 508 members 
Mstep: Class 16 contains 53251 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 149738 members 
Mstep: Class 19 contains 270 members 
Mstep: Class 20 contains 2721 members 
Mstep: Class 21 contains 9238 members 
Entering Unmasked Estep 
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Iteration 72Q: 22 clusters Score -1.04758e+08 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 108815 members 
Mstep: Class 3 contains 14485 members 
Mstep: Class 4 contains 252580 members 
Mstep: Class 5 contains 3873 members 
Mstep: Class 6 contains 18971 members 
Mstep: Class 7 contains 2333 members 
Mstep: Class 8 contains 26659 members 
Mstep: Class 9 contains 37049 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 101254 members 
Mstep: Class 12 contains 21560 members 
Mstep: Class 13 contains 42327 members 
Mstep: Class 14 contains 4398 members 
Mstep: Class 15 contains 508 members 
Mstep: Class 16 contains 53253 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 152077 members 
Mstep: Class 19 contains 270 members 
Mstep: Class 20 contains 2723 members 
Mstep: Class 21 contains 9216 members 
Entering Unmasked Estep 
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Iteration 73Q: 22 clusters Score -1.047581e+08 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 108605 members 
Mstep: Class 3 contains 14483 members 
Mstep: Class 4 contains 250547 members 
Mstep: Class 5 contains 3889 members 
Mstep: Class 6 contains 18950 members 
Mstep: Class 7 contains 2333 members 
Mstep: Class 8 contains 26719 members 
Mstep: Class 9 contains 37076 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 100995 members 
Mstep: Class 12 contains 21555 members 
Mstep: Class 13 contains 42347 members 
Mstep: Class 14 contains 4399 members 
Mstep: Class 15 contains 508 members 
Mstep: Class 16 contains 53233 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 154519 members 
Mstep: Class 19 contains 270 members 
Mstep: Class 20 contains 2723 members 
Mstep: Class 21 contains 9198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758384.000000 Penalty: 71150.023438
Iteration 74Q: 22 clusters Score -1.047584e+08 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 108327 members 
Mstep: Class 3 contains 14487 members 
Mstep: Class 4 contains 248354 members 
Mstep: Class 5 contains 3901 members 
Mstep: Class 6 contains 18923 members 
Mstep: Class 7 contains 2335 members 
Mstep: Class 8 contains 26756 members 
Mstep: Class 9 contains 37097 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 100701 members 
Mstep: Class 12 contains 21552 members 
Mstep: Class 13 contains 42382 members 
Mstep: Class 14 contains 4402 members 
Mstep: Class 15 contains 508 members 
Mstep: Class 16 contains 53215 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 157211 members 
Mstep: Class 19 contains 270 members 
Mstep: Class 20 contains 2724 members 
Mstep: Class 21 contains 9196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758872.000000 Penalty: 71150.023438
Iteration 75Q: 22 clusters Score -1.047589e+08 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 107996 members 
Mstep: Class 3 contains 14497 members 
Mstep: Class 4 contains 246027 members 
Mstep: Class 5 contains 3907 members 
Mstep: Class 6 contains 18907 members 
Mstep: Class 7 contains 2343 members 
Mstep: Class 8 contains 26799 members 
Mstep: Class 9 contains 37118 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 100426 members 
Mstep: Class 12 contains 21550 members 
Mstep: Class 13 contains 42398 members 
Mstep: Class 14 contains 4405 members 
Mstep: Class 15 contains 508 members 
Mstep: Class 16 contains 53187 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 160085 members 
Mstep: Class 19 contains 270 members 
Mstep: Class 20 contains 2724 members 
Mstep: Class 21 contains 9184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758880.000000 Penalty: 71150.023438
Iteration 76Q: 22 clusters Score -1.047589e+08 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 107620 members 
Mstep: Class 3 contains 14518 members 
Mstep: Class 4 contains 243587 members 
Mstep: Class 5 contains 3922 members 
Mstep: Class 6 contains 18869 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 26820 members 
Mstep: Class 9 contains 37144 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 100132 members 
Mstep: Class 12 contains 21559 members 
Mstep: Class 13 contains 42396 members 
Mstep: Class 14 contains 4407 members 
Mstep: Class 15 contains 508 members 
Mstep: Class 16 contains 53170 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 163151 members 
Mstep: Class 19 contains 270 members 
Mstep: Class 20 contains 2725 members 
Mstep: Class 21 contains 9174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759296.000000 Penalty: 71150.023438
Iteration 77Q: 22 clusters Score -1.047593e+08 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 107136 members 
Mstep: Class 3 contains 14531 members 
Mstep: Class 4 contains 241208 members 
Mstep: Class 5 contains 3931 members 
Mstep: Class 6 contains 18832 members 
Mstep: Class 7 contains 2354 members 
Mstep: Class 8 contains 26813 members 
Mstep: Class 9 contains 37169 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 99843 members 
Mstep: Class 12 contains 21561 members 
Mstep: Class 13 contains 42392 members 
Mstep: Class 14 contains 4409 members 
Mstep: Class 15 contains 508 members 
Mstep: Class 16 contains 53162 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 166295 members 
Mstep: Class 19 contains 270 members 
Mstep: Class 20 contains 2725 members 
Mstep: Class 21 contains 9170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759616.000000 Penalty: 71150.023438
Iteration 78Q: 22 clusters Score -1.047596e+08 nChanged 4253
Entering ConstructFrom: 
Score: -104759616.000000 Penalty: 71150.023438
Entering ConstructFrom: 
Trying to split cluster 1 (2867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Entering Unmasked Estep 
Score: -354641.906250 Penalty: 1974.333252
	Iteration 0F: 2 clusters Score -354641.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -351437.281250 Penalty: 3948.666504
	Iteration 0F: 3 clusters Score -351437.3 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -352071.812500 Penalty: 3948.666504
	Iteration 1F: 3 clusters Score -352071.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -352216.750000 Penalty: 3948.666504
	Iteration 2F: 3 clusters Score -352216.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -352300.750000 Penalty: 3948.666504
	Iteration 3Q: 3 clusters Score -352300.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -352364.250000 Penalty: 3948.666504
	Iteration 4Q: 3 clusters Score -352364.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -352407.281250 Penalty: 3948.666504
	Iteration 5Q: 3 clusters Score -352407.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -352436.437500 Penalty: 3948.666504
	Iteration 6Q: 3 clusters Score -352436.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -352461.468750 Penalty: 3948.666504
	Iteration 7Q: 3 clusters Score -352461.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -352485.906250 Penalty: 3948.666504
	Iteration 8Q: 3 clusters Score -352485.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -352507.781250 Penalty: 3948.666504
	Iteration 9Q: 3 clusters Score -352507.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -352519.750000 Penalty: 3948.666504
	Iteration 10Q: 3 clusters Score -352519.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -352532.656250 Penalty: 3948.666504
	Iteration 11Q: 3 clusters Score -352532.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -352543.437500 Penalty: 3948.666504
	Iteration 12Q: 3 clusters Score -352543.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -352552.781250 Penalty: 3948.666504
	Iteration 13Q: 3 clusters Score -352552.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -352557.968750 Penalty: 3948.666504
	Iteration 14Q: 3 clusters Score -352558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -352560.781250 Penalty: 3948.666504
	Iteration 15Q: 3 clusters Score -352560.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -352563.250000 Penalty: 3948.666504
	Iteration 16Q: 3 clusters Score -352563.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -352566.812500 Penalty: 3948.666504
	Iteration 17Q: 3 clusters Score -352566.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -352567.937500 Penalty: 3948.666504
	Iteration 18Q: 3 clusters Score -352567.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -352570.187500 Penalty: 3948.666504
	Iteration 19Q: 3 clusters Score -352570.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -352572.187500 Penalty: 3948.666504
	Iteration 20F: 3 clusters Score -352572.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -352574.281250 Penalty: 3948.666504
	Iteration 21Q: 3 clusters Score -352574.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -352574.281250 Penalty: 3948.666504
	Iteration 22F: 3 clusters Score -352574.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (106627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106627 members 
Entering Unmasked Estep 
Score: -13380093.000000 Penalty: 2871.118896
	Iteration 0F: 2 clusters Score -1.338009e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53311 members 
Mstep: Class 2 contains 53316 members 
Entering Unmasked Estep 
Score: -13308974.000000 Penalty: 5742.237793
	Iteration 0F: 3 clusters Score -1.330897e+07 nChanged 50671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53018 members 
Mstep: Class 2 contains 53609 members 
Entering Unmasked Estep 
Score: -13337524.000000 Penalty: 5742.237793
	Iteration 1F: 3 clusters Score -1.333752e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52707 members 
Mstep: Class 2 contains 53920 members 
Entering Unmasked Estep 
Score: -13338209.000000 Penalty: 5742.237793
	Iteration 2Q: 3 clusters Score -1.333821e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52279 members 
Mstep: Class 2 contains 54348 members 
Entering Unmasked Estep 
Score: -13338893.000000 Penalty: 5742.237793
	Iteration 3Q: 3 clusters Score -1.333889e+07 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51674 members 
Mstep: Class 2 contains 54953 members 
Entering Unmasked Estep 
Score: -13339653.000000 Penalty: 5742.237793
	Iteration 4Q: 3 clusters Score -1.333965e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50861 members 
Mstep: Class 2 contains 55766 members 
Entering Unmasked Estep 
Score: -13340752.000000 Penalty: 5742.237793
	Iteration 5Q: 3 clusters Score -1.334075e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49695 members 
Mstep: Class 2 contains 56932 members 
Entering Unmasked Estep 
Score: -13342342.000000 Penalty: 5742.237793
	Iteration 6Q: 3 clusters Score -1.334234e+07 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48132 members 
Mstep: Class 2 contains 58495 members 
Entering Unmasked Estep 
Score: -13344460.000000 Penalty: 5742.237793
	Iteration 7Q: 3 clusters Score -1.334446e+07 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46047 members 
Mstep: Class 2 contains 60580 members 
Entering Unmasked Estep 
Score: -13348027.000000 Penalty: 5742.237793
	Iteration 8F: 3 clusters Score -1.334803e+07 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 63127 members 
Entering Unmasked Estep 
Score: -13353098.000000 Penalty: 5742.237793
	Iteration 9F: 3 clusters Score -1.33531e+07 nChanged 7498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40918 members 
Mstep: Class 2 contains 65709 members 
Entering Unmasked Estep 
Score: -13359622.000000 Penalty: 5742.237793
	Iteration 10F: 3 clusters Score -1.335962e+07 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 67747 members 
Entering Unmasked Estep 
Score: -13365566.000000 Penalty: 5742.237793
	Iteration 11F: 3 clusters Score -1.336557e+07 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37283 members 
Mstep: Class 2 contains 69344 members 
Entering Unmasked Estep 
Score: -13369420.000000 Penalty: 5742.237793
	Iteration 12F: 3 clusters Score -1.336942e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 70576 members 
Entering Unmasked Estep 
Score: -13371735.000000 Penalty: 5742.237793
	Iteration 13Q: 3 clusters Score -1.337174e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 71749 members 
Entering Unmasked Estep 
Score: -13373744.000000 Penalty: 5742.237793
	Iteration 14Q: 3 clusters Score -1.337374e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33795 members 
Mstep: Class 2 contains 72832 members 
Entering Unmasked Estep 
Score: -13375437.000000 Penalty: 5742.237793
	Iteration 15Q: 3 clusters Score -1.337544e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32869 members 
Mstep: Class 2 contains 73758 members 
Entering Unmasked Estep 
Score: -13376576.000000 Penalty: 5742.237793
	Iteration 16Q: 3 clusters Score -1.337658e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 74506 members 
Entering Unmasked Estep 
Score: -13377269.000000 Penalty: 5742.237793
	Iteration 17Q: 3 clusters Score -1.337727e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31503 members 
Mstep: Class 2 contains 75124 members 
Entering Unmasked Estep 
Score: -13377674.000000 Penalty: 5742.237793
	Iteration 18Q: 3 clusters Score -1.337767e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 75651 members 
Entering Unmasked Estep 
Score: -13377916.000000 Penalty: 5742.237793
	Iteration 19Q: 3 clusters Score -1.337792e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30510 members 
Mstep: Class 2 contains 76117 members 
Entering Unmasked Estep 
Score: -13377996.000000 Penalty: 5742.237793
	Iteration 20F: 3 clusters Score -1.3378e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 76535 members 
Entering Unmasked Estep 
Score: -13378085.000000 Penalty: 5742.237793
	Iteration 21Q: 3 clusters Score -1.337808e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 76891 members 
Entering Unmasked Estep 
Score: -13378110.000000 Penalty: 5742.237793
	Iteration 22Q: 3 clusters Score -1.337811e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 77195 members 
Entering Unmasked Estep 
Score: -13378155.000000 Penalty: 5742.237793
	Iteration 23Q: 3 clusters Score -1.337816e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 77461 members 
Entering Unmasked Estep 
Score: -13378167.000000 Penalty: 5742.237793
	Iteration 24Q: 3 clusters Score -1.337817e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 77696 members 
Entering Unmasked Estep 
Score: -13378194.000000 Penalty: 5742.237793
	Iteration 25Q: 3 clusters Score -1.337819e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28752 members 
Mstep: Class 2 contains 77875 members 
Entering Unmasked Estep 
Score: -13378233.000000 Penalty: 5742.237793
	Iteration 26Q: 3 clusters Score -1.337823e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 78045 members 
Entering Unmasked Estep 
Score: -13378258.000000 Penalty: 5742.237793
	Iteration 27Q: 3 clusters Score -1.337826e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Mstep: Class 2 contains 78182 members 
Entering Unmasked Estep 
Score: -13378257.000000 Penalty: 5742.237793
	Iteration 28Q: 3 clusters Score -1.337826e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28307 members 
Mstep: Class 2 contains 78320 members 
Entering Unmasked Estep 
Score: -13378268.000000 Penalty: 5742.237793
	Iteration 29Q: 3 clusters Score -1.337827e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28189 members 
Mstep: Class 2 contains 78438 members 
Entering Unmasked Estep 
Score: -13378271.000000 Penalty: 5742.237793
	Iteration 30Q: 3 clusters Score -1.337827e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28098 members 
Mstep: Class 2 contains 78529 members 
Entering Unmasked Estep 
Score: -13378264.000000 Penalty: 5742.237793
	Iteration 31Q: 3 clusters Score -1.337826e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 78621 members 
Entering Unmasked Estep 
Score: -13378285.000000 Penalty: 5742.237793
	Iteration 32Q: 3 clusters Score -1.337828e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 78691 members 
Entering Unmasked Estep 
Score: -13378296.000000 Penalty: 5742.237793
	Iteration 33Q: 3 clusters Score -1.33783e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27881 members 
Mstep: Class 2 contains 78746 members 
Entering Unmasked Estep 
Score: -13378300.000000 Penalty: 5742.237793
	Iteration 34Q: 3 clusters Score -1.33783e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Mstep: Class 2 contains 78803 members 
Entering Unmasked Estep 
Score: -13378330.000000 Penalty: 5742.237793
	Iteration 35Q: 3 clusters Score -1.337833e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 78856 members 
Entering Unmasked Estep 
Score: -13378308.000000 Penalty: 5742.237793
	Iteration 36Q: 3 clusters Score -1.337831e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27727 members 
Mstep: Class 2 contains 78900 members 
Entering Unmasked Estep 
Score: -13378296.000000 Penalty: 5742.237793
	Iteration 37Q: 3 clusters Score -1.33783e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 78936 members 
Entering Unmasked Estep 
Score: -13378295.000000 Penalty: 5742.237793
	Iteration 38Q: 3 clusters Score -1.33783e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 78979 members 
Entering Unmasked Estep 
Score: -13378279.000000 Penalty: 5742.237793
	Iteration 39Q: 3 clusters Score -1.337828e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 79020 members 
Entering Unmasked Estep 
Score: -13378308.000000 Penalty: 5742.237793
	Iteration 40F: 3 clusters Score -1.337831e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 79058 members 
Entering Unmasked Estep 
Score: -13378286.000000 Penalty: 5742.237793
	Iteration 41Q: 3 clusters Score -1.337829e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 79093 members 
Entering Unmasked Estep 
Score: -13378301.000000 Penalty: 5742.237793
	Iteration 42Q: 3 clusters Score -1.33783e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 79130 members 
Entering Unmasked Estep 
Score: -13378317.000000 Penalty: 5742.237793
	Iteration 43Q: 3 clusters Score -1.337832e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 79161 members 
Entering Unmasked Estep 
Score: -13378311.000000 Penalty: 5742.237793
	Iteration 44Q: 3 clusters Score -1.337831e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 79197 members 
Entering Unmasked Estep 
Score: -13378332.000000 Penalty: 5742.237793
	Iteration 45Q: 3 clusters Score -1.337833e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 79222 members 
Entering Unmasked Estep 
Score: -13378339.000000 Penalty: 5742.237793
	Iteration 46Q: 3 clusters Score -1.337834e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 79239 members 
Entering Unmasked Estep 
Score: -13378339.000000 Penalty: 5742.237793
	Iteration 47Q: 3 clusters Score -1.337834e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 79254 members 
Entering Unmasked Estep 
Score: -13378328.000000 Penalty: 5742.237793
	Iteration 48Q: 3 clusters Score -1.337833e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 79269 members 
Entering Unmasked Estep 
Score: -13378328.000000 Penalty: 5742.237793
	Iteration 49Q: 3 clusters Score -1.337833e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27344 members 
Mstep: Class 2 contains 79283 members 
Entering Unmasked Estep 
Score: -13378316.000000 Penalty: 5742.237793
	Iteration 50Q: 3 clusters Score -1.337832e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 79303 members 
Entering Unmasked Estep 
Score: -13378324.000000 Penalty: 5742.237793
	Iteration 51Q: 3 clusters Score -1.337832e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27306 members 
Mstep: Class 2 contains 79321 members 
Entering Unmasked Estep 
Score: -13378324.000000 Penalty: 5742.237793
	Iteration 52Q: 3 clusters Score -1.337832e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 79336 members 
Entering Unmasked Estep 
Score: -13378319.000000 Penalty: 5742.237793
	Iteration 53Q: 3 clusters Score -1.337832e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 79347 members 
Entering Unmasked Estep 
Score: -13378307.000000 Penalty: 5742.237793
	Iteration 54Q: 3 clusters Score -1.337831e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27273 members 
Mstep: Class 2 contains 79354 members 
Entering Unmasked Estep 
Score: -13378316.000000 Penalty: 5742.237793
	Iteration 55Q: 3 clusters Score -1.337832e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 79361 members 
Entering Unmasked Estep 
Score: -13378316.000000 Penalty: 5742.237793
	Iteration 56Q: 3 clusters Score -1.337832e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 79369 members 
Entering Unmasked Estep 
Score: -13378322.000000 Penalty: 5742.237793
	Iteration 57Q: 3 clusters Score -1.337832e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27252 members 
Mstep: Class 2 contains 79375 members 
Entering Unmasked Estep 
Score: -13378329.000000 Penalty: 5742.237793
	Iteration 58Q: 3 clusters Score -1.337833e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 79384 members 
Entering Unmasked Estep 
Score: -13378321.000000 Penalty: 5742.237793
	Iteration 59Q: 3 clusters Score -1.337832e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 79397 members 
Entering Unmasked Estep 
Score: -13378314.000000 Penalty: 5742.237793
	Iteration 60F: 3 clusters Score -1.337831e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27219 members 
Mstep: Class 2 contains 79408 members 
Entering Unmasked Estep 
Score: -13378309.000000 Penalty: 5742.237793
	Iteration 61Q: 3 clusters Score -1.337831e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 79416 members 
Entering Unmasked Estep 
Score: -13378309.000000 Penalty: 5742.237793
	Iteration 62Q: 3 clusters Score -1.337831e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27199 members 
Mstep: Class 2 contains 79428 members 
Entering Unmasked Estep 
Score: -13378312.000000 Penalty: 5742.237793
	Iteration 63Q: 3 clusters Score -1.337831e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 79442 members 
Entering Unmasked Estep 
Score: -13378306.000000 Penalty: 5742.237793
	Iteration 64Q: 3 clusters Score -1.337831e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 79451 members 
Entering Unmasked Estep 
Score: -13378303.000000 Penalty: 5742.237793
	Iteration 65Q: 3 clusters Score -1.33783e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 79460 members 
Entering Unmasked Estep 
Score: -13378294.000000 Penalty: 5742.237793
	Iteration 66Q: 3 clusters Score -1.337829e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 79474 members 
Entering Unmasked Estep 
Score: -13378313.000000 Penalty: 5742.237793
	Iteration 67Q: 3 clusters Score -1.337831e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 79482 members 
Entering Unmasked Estep 
Score: -13378311.000000 Penalty: 5742.237793
	Iteration 68Q: 3 clusters Score -1.337831e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 79485 members 
Entering Unmasked Estep 
Score: -13378317.000000 Penalty: 5742.237793
	Iteration 69Q: 3 clusters Score -1.337832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 79487 members 
Entering Unmasked Estep 
Score: -13378317.000000 Penalty: 5742.237793
	Iteration 70Q: 3 clusters Score -1.337832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 79489 members 
Entering Unmasked Estep 
Score: -13378321.000000 Penalty: 5742.237793
	Iteration 71Q: 3 clusters Score -1.337832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 79490 members 
Entering Unmasked Estep 
Score: -13378325.000000 Penalty: 5742.237793
	Iteration 72Q: 3 clusters Score -1.337832e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27137 members 
Mstep: Class 2 contains 79490 members 
Entering Unmasked Estep 
Score: -13378325.000000 Penalty: 5742.237793
	Iteration 73F: 3 clusters Score -1.337832e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Entering Unmasked Estep 
Score: -1810697.375000 Penalty: 2376.909912
	Iteration 0F: 2 clusters Score -1810697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1800024.625000 Penalty: 4753.819824
	Iteration 0F: 3 clusters Score -1800025 nChanged 6345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1803474.500000 Penalty: 4753.819824
	Iteration 1F: 3 clusters Score -1803474 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1803947.625000 Penalty: 4753.819824
	Iteration 2F: 3 clusters Score -1803948 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1804321.750000 Penalty: 4753.819824
	Iteration 3F: 3 clusters Score -1804322 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1804675.750000 Penalty: 4753.819824
	Iteration 4Q: 3 clusters Score -1804676 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1804996.000000 Penalty: 4753.819824
	Iteration 5Q: 3 clusters Score -1804996 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1805275.000000 Penalty: 4753.819824
	Iteration 6Q: 3 clusters Score -1805275 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1805497.000000 Penalty: 4753.819824
	Iteration 7Q: 3 clusters Score -1805497 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -1805689.500000 Penalty: 4753.819824
	Iteration 8Q: 3 clusters Score -1805690 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1805875.125000 Penalty: 4753.819824
	Iteration 9Q: 3 clusters Score -1805875 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1806067.250000 Penalty: 4753.819824
	Iteration 10Q: 3 clusters Score -1806067 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1806277.500000 Penalty: 4753.819824
	Iteration 11Q: 3 clusters Score -1806278 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1806462.500000 Penalty: 4753.819824
	Iteration 12Q: 3 clusters Score -1806462 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1806616.375000 Penalty: 4753.819824
	Iteration 13Q: 3 clusters Score -1806616 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1806743.500000 Penalty: 4753.819824
	Iteration 14Q: 3 clusters Score -1806744 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1806864.250000 Penalty: 4753.819824
	Iteration 15Q: 3 clusters Score -1806864 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1806961.750000 Penalty: 4753.819824
	Iteration 16Q: 3 clusters Score -1806962 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1807047.625000 Penalty: 4753.819824
	Iteration 17Q: 3 clusters Score -1807048 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1807109.625000 Penalty: 4753.819824
	Iteration 18Q: 3 clusters Score -1807110 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1807175.375000 Penalty: 4753.819824
	Iteration 19Q: 3 clusters Score -1807175 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1807236.375000 Penalty: 4753.819824
	Iteration 20F: 3 clusters Score -1807236 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1807288.500000 Penalty: 4753.819824
	Iteration 21Q: 3 clusters Score -1807288 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1807342.500000 Penalty: 4753.819824
	Iteration 22Q: 3 clusters Score -1807342 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1807389.000000 Penalty: 4753.819824
	Iteration 23Q: 3 clusters Score -1807389 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -1807432.875000 Penalty: 4753.819824
	Iteration 24Q: 3 clusters Score -1807433 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1807497.250000 Penalty: 4753.819824
	Iteration 25Q: 3 clusters Score -1807497 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -1807561.625000 Penalty: 4753.819824
	Iteration 26Q: 3 clusters Score -1807562 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1807624.375000 Penalty: 4753.819824
	Iteration 27Q: 3 clusters Score -1807624 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1807693.750000 Penalty: 4753.819824
	Iteration 28Q: 3 clusters Score -1807694 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1807762.875000 Penalty: 4753.819824
	Iteration 29Q: 3 clusters Score -1807763 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1807813.000000 Penalty: 4753.819824
	Iteration 30Q: 3 clusters Score -1807813 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1807875.500000 Penalty: 4753.819824
	Iteration 31Q: 3 clusters Score -1807876 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1807938.000000 Penalty: 4753.819824
	Iteration 32Q: 3 clusters Score -1807938 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1808008.000000 Penalty: 4753.819824
	Iteration 33Q: 3 clusters Score -1808008 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1808072.375000 Penalty: 4753.819824
	Iteration 34Q: 3 clusters Score -1808072 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1808136.625000 Penalty: 4753.819824
	Iteration 35Q: 3 clusters Score -1808137 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1808194.125000 Penalty: 4753.819824
	Iteration 36Q: 3 clusters Score -1808194 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1808245.750000 Penalty: 4753.819824
	Iteration 37Q: 3 clusters Score -1808246 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1808289.875000 Penalty: 4753.819824
	Iteration 38Q: 3 clusters Score -1808290 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1808325.500000 Penalty: 4753.819824
	Iteration 39Q: 3 clusters Score -1808326 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1808376.250000 Penalty: 4753.819824
	Iteration 40F: 3 clusters Score -1808376 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1808417.000000 Penalty: 4753.819824
	Iteration 41Q: 3 clusters Score -1808417 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1808446.125000 Penalty: 4753.819824
	Iteration 42Q: 3 clusters Score -1808446 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1808462.250000 Penalty: 4753.819824
	Iteration 43Q: 3 clusters Score -1808462 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1808478.500000 Penalty: 4753.819824
	Iteration 44Q: 3 clusters Score -1808478 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1808484.125000 Penalty: 4753.819824
	Iteration 45Q: 3 clusters Score -1808484 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1808494.500000 Penalty: 4753.819824
	Iteration 46Q: 3 clusters Score -1808494 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1808510.000000 Penalty: 4753.819824
	Iteration 47Q: 3 clusters Score -1808510 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1808517.500000 Penalty: 4753.819824
	Iteration 48Q: 3 clusters Score -1808518 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1808533.625000 Penalty: 4753.819824
	Iteration 49Q: 3 clusters Score -1808534 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1808548.375000 Penalty: 4753.819824
	Iteration 50Q: 3 clusters Score -1808548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13753 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1808559.000000 Penalty: 4753.819824
	Iteration 51Q: 3 clusters Score -1808559 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1808566.375000 Penalty: 4753.819824
	Iteration 52Q: 3 clusters Score -1808566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1808570.125000 Penalty: 4753.819824
	Iteration 53Q: 3 clusters Score -1808570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1808571.625000 Penalty: 4753.819824
	Iteration 54Q: 3 clusters Score -1808572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1808572.750000 Penalty: 4753.819824
	Iteration 55Q: 3 clusters Score -1808573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1808578.875000 Penalty: 4753.819824
	Iteration 56Q: 3 clusters Score -1808579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1808581.500000 Penalty: 4753.819824
	Iteration 57Q: 3 clusters Score -1808582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1808583.625000 Penalty: 4753.819824
	Iteration 58Q: 3 clusters Score -1808584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13808 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1808585.500000 Penalty: 4753.819824
	Iteration 59Q: 3 clusters Score -1808586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1808585.875000 Penalty: 4753.819824
	Iteration 60F: 3 clusters Score -1808586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1808587.750000 Penalty: 4753.819824
	Iteration 61Q: 3 clusters Score -1808588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1808590.125000 Penalty: 4753.819824
	Iteration 62Q: 3 clusters Score -1808590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1808590.875000 Penalty: 4753.819824
	Iteration 63Q: 3 clusters Score -1808591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1808592.750000 Penalty: 4753.819824
	Iteration 64Q: 3 clusters Score -1808593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1808592.250000 Penalty: 4753.819824
	Iteration 65Q: 3 clusters Score -1808592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1808592.250000 Penalty: 4753.819824
	Iteration 66Q: 3 clusters Score -1808592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1808594.375000 Penalty: 4753.819824
	Iteration 67Q: 3 clusters Score -1808594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1808594.375000 Penalty: 4753.819824
	Iteration 68F: 3 clusters Score -1808594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (238991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238991 members 
Entering Unmasked Estep 
Score: -29658958.000000 Penalty: 3071.276855
	Iteration 0F: 2 clusters Score -2.965896e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119609 members 
Mstep: Class 2 contains 119382 members 
Entering Unmasked Estep 
Score: -29505954.000000 Penalty: 6142.553711
	Iteration 0F: 3 clusters Score -2.950595e+07 nChanged 115440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121809 members 
Mstep: Class 2 contains 117182 members 
Entering Unmasked Estep 
Score: -29572882.000000 Penalty: 6142.553711
	Iteration 1F: 3 clusters Score -2.957288e+07 nChanged 5885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123496 members 
Mstep: Class 2 contains 115495 members 
Entering Unmasked Estep 
Score: -29574150.000000 Penalty: 6142.553711
	Iteration 2Q: 3 clusters Score -2.957415e+07 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126102 members 
Mstep: Class 2 contains 112889 members 
Entering Unmasked Estep 
Score: -29575634.000000 Penalty: 6142.553711
	Iteration 3Q: 3 clusters Score -2.957563e+07 nChanged 7359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130203 members 
Mstep: Class 2 contains 108788 members 
Entering Unmasked Estep 
Score: -29577716.000000 Penalty: 6142.553711
	Iteration 4Q: 3 clusters Score -2.957772e+07 nChanged 8989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136224 members 
Mstep: Class 2 contains 102767 members 
Entering Unmasked Estep 
Score: -29581170.000000 Penalty: 6142.553711
	Iteration 5Q: 3 clusters Score -2.958117e+07 nChanged 11239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144893 members 
Mstep: Class 2 contains 94098 members 
Entering Unmasked Estep 
Score: -29586798.000000 Penalty: 6142.553711
	Iteration 6Q: 3 clusters Score -2.95868e+07 nChanged 13912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156473 members 
Mstep: Class 2 contains 82518 members 
Entering Unmasked Estep 
Score: -29595806.000000 Penalty: 6142.553711
	Iteration 7F: 3 clusters Score -2.959581e+07 nChanged 16034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170357 members 
Mstep: Class 2 contains 68634 members 
Entering Unmasked Estep 
Score: -29608532.000000 Penalty: 6142.553711
	Iteration 8F: 3 clusters Score -2.960853e+07 nChanged 15675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183588 members 
Mstep: Class 2 contains 55403 members 
Entering Unmasked Estep 
Score: -29621602.000000 Penalty: 6142.553711
	Iteration 9F: 3 clusters Score -2.96216e+07 nChanged 12699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193417 members 
Mstep: Class 2 contains 45574 members 
Entering Unmasked Estep 
Score: -29631226.000000 Penalty: 6142.553711
	Iteration 10F: 3 clusters Score -2.963123e+07 nChanged 9122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200299 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -29636484.000000 Penalty: 6142.553711
	Iteration 11Q: 3 clusters Score -2.963648e+07 nChanged 6397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205660 members 
Mstep: Class 2 contains 33331 members 
Entering Unmasked Estep 
Score: -29639616.000000 Penalty: 6142.553711
	Iteration 12Q: 3 clusters Score -2.963962e+07 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210214 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -29641726.000000 Penalty: 6142.553711
	Iteration 13Q: 3 clusters Score -2.964173e+07 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214261 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -29643426.000000 Penalty: 6142.553711
	Iteration 14Q: 3 clusters Score -2.964343e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217809 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -29644902.000000 Penalty: 6142.553711
	Iteration 15Q: 3 clusters Score -2.96449e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220987 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -29646402.000000 Penalty: 6142.553711
	Iteration 16Q: 3 clusters Score -2.96464e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223747 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -29647896.000000 Penalty: 6142.553711
	Iteration 17Q: 3 clusters Score -2.96479e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226141 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -29649058.000000 Penalty: 6142.553711
	Iteration 18Q: 3 clusters Score -2.964906e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228196 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -29650174.000000 Penalty: 6142.553711
	Iteration 19Q: 3 clusters Score -2.965017e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229946 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -29651380.000000 Penalty: 6142.553711
	Iteration 20F: 3 clusters Score -2.965138e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231478 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -29652408.000000 Penalty: 6142.553711
	Iteration 21Q: 3 clusters Score -2.965241e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232694 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -29653236.000000 Penalty: 6142.553711
	Iteration 22Q: 3 clusters Score -2.965324e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233637 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -29653784.000000 Penalty: 6142.553711
	Iteration 23Q: 3 clusters Score -2.965378e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234362 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -29654286.000000 Penalty: 6142.553711
	Iteration 24Q: 3 clusters Score -2.965429e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234966 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -29654614.000000 Penalty: 6142.553711
	Iteration 25Q: 3 clusters Score -2.965461e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235433 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -29654942.000000 Penalty: 6142.553711
	Iteration 26Q: 3 clusters Score -2.965494e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235778 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -29655148.000000 Penalty: 6142.553711
	Iteration 27Q: 3 clusters Score -2.965515e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236060 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -29655320.000000 Penalty: 6142.553711
	Iteration 28Q: 3 clusters Score -2.965532e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236327 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -29655426.000000 Penalty: 6142.553711
	Iteration 29Q: 3 clusters Score -2.965543e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236530 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -29655534.000000 Penalty: 6142.553711
	Iteration 30Q: 3 clusters Score -2.965553e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236690 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -29655614.000000 Penalty: 6142.553711
	Iteration 31Q: 3 clusters Score -2.965561e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236829 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -29655664.000000 Penalty: 6142.553711
	Iteration 32Q: 3 clusters Score -2.965566e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236935 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -29655714.000000 Penalty: 6142.553711
	Iteration 33Q: 3 clusters Score -2.965571e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237040 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -29655772.000000 Penalty: 6142.553711
	Iteration 34Q: 3 clusters Score -2.965577e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237120 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -29655788.000000 Penalty: 6142.553711
	Iteration 35Q: 3 clusters Score -2.965579e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237185 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -29655802.000000 Penalty: 6142.553711
	Iteration 36Q: 3 clusters Score -2.96558e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237267 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -29655834.000000 Penalty: 6142.553711
	Iteration 37Q: 3 clusters Score -2.965583e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237322 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -29655882.000000 Penalty: 6142.553711
	Iteration 38Q: 3 clusters Score -2.965588e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237358 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -29655918.000000 Penalty: 6142.553711
	Iteration 39Q: 3 clusters Score -2.965592e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237390 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -29655922.000000 Penalty: 6142.553711
	Iteration 40F: 3 clusters Score -2.965592e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237418 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -29655966.000000 Penalty: 6142.553711
	Iteration 41Q: 3 clusters Score -2.965597e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237435 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -29655958.000000 Penalty: 6142.553711
	Iteration 42Q: 3 clusters Score -2.965596e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237449 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -29655950.000000 Penalty: 6142.553711
	Iteration 43Q: 3 clusters Score -2.965595e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237457 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -29655950.000000 Penalty: 6142.553711
	Iteration 44Q: 3 clusters Score -2.965595e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237463 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -29655968.000000 Penalty: 6142.553711
	Iteration 45Q: 3 clusters Score -2.965597e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237467 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -29655956.000000 Penalty: 6142.553711
	Iteration 46Q: 3 clusters Score -2.965596e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237476 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -29655980.000000 Penalty: 6142.553711
	Iteration 47Q: 3 clusters Score -2.965598e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237484 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -29655990.000000 Penalty: 6142.553711
	Iteration 48Q: 3 clusters Score -2.965599e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237491 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -29655994.000000 Penalty: 6142.553711
	Iteration 49Q: 3 clusters Score -2.965599e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237494 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -29656000.000000 Penalty: 6142.553711
	Iteration 50Q: 3 clusters Score -2.9656e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237501 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -29655982.000000 Penalty: 6142.553711
	Iteration 51Q: 3 clusters Score -2.965598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237508 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -29655996.000000 Penalty: 6142.553711
	Iteration 52Q: 3 clusters Score -2.9656e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237515 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -29655996.000000 Penalty: 6142.553711
	Iteration 53Q: 3 clusters Score -2.9656e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237527 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -29656014.000000 Penalty: 6142.553711
	Iteration 54Q: 3 clusters Score -2.965601e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237539 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -29656024.000000 Penalty: 6142.553711
	Iteration 55Q: 3 clusters Score -2.965602e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237548 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -29656030.000000 Penalty: 6142.553711
	Iteration 56Q: 3 clusters Score -2.965603e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237552 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -29656042.000000 Penalty: 6142.553711
	Iteration 57Q: 3 clusters Score -2.965604e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237557 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -29656024.000000 Penalty: 6142.553711
	Iteration 58Q: 3 clusters Score -2.965602e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237563 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -29656050.000000 Penalty: 6142.553711
	Iteration 59Q: 3 clusters Score -2.965605e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237569 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -29656042.000000 Penalty: 6142.553711
	Iteration 60F: 3 clusters Score -2.965604e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237575 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -29656048.000000 Penalty: 6142.553711
	Iteration 61Q: 3 clusters Score -2.965605e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237578 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -29656046.000000 Penalty: 6142.553711
	Iteration 62Q: 3 clusters Score -2.965605e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237583 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -29656060.000000 Penalty: 6142.553711
	Iteration 63Q: 3 clusters Score -2.965606e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237587 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -29656084.000000 Penalty: 6142.553711
	Iteration 64Q: 3 clusters Score -2.965608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237589 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -29656084.000000 Penalty: 6142.553711
	Iteration 65Q: 3 clusters Score -2.965608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237591 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -29656086.000000 Penalty: 6142.553711
	Iteration 66Q: 3 clusters Score -2.965609e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237594 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -29656074.000000 Penalty: 6142.553711
	Iteration 67Q: 3 clusters Score -2.965607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237596 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -29656076.000000 Penalty: 6142.553711
	Iteration 68Q: 3 clusters Score -2.965608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237601 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -29656070.000000 Penalty: 6142.553711
	Iteration 69Q: 3 clusters Score -2.965607e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237609 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -29656082.000000 Penalty: 6142.553711
	Iteration 70Q: 3 clusters Score -2.965608e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237613 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -29656088.000000 Penalty: 6142.553711
	Iteration 71Q: 3 clusters Score -2.965609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237618 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -29656102.000000 Penalty: 6142.553711
	Iteration 72Q: 3 clusters Score -2.96561e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237622 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -29656090.000000 Penalty: 6142.553711
	Iteration 73Q: 3 clusters Score -2.965609e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237621 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -29656096.000000 Penalty: 6142.553711
	Iteration 74Q: 3 clusters Score -2.96561e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237625 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -29656098.000000 Penalty: 6142.553711
	Iteration 75Q: 3 clusters Score -2.96561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237628 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -29656090.000000 Penalty: 6142.553711
	Iteration 76Q: 3 clusters Score -2.965609e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237633 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -29656092.000000 Penalty: 6142.553711
	Iteration 77Q: 3 clusters Score -2.965609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237638 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -29656110.000000 Penalty: 6142.553711
	Iteration 78Q: 3 clusters Score -2.965611e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237641 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -29656104.000000 Penalty: 6142.553711
	Iteration 79Q: 3 clusters Score -2.96561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237642 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -29656100.000000 Penalty: 6142.553711
	Iteration 80F: 3 clusters Score -2.96561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237641 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -29656102.000000 Penalty: 6142.553711
	Iteration 81Q: 3 clusters Score -2.96561e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237640 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -29656080.000000 Penalty: 6142.553711
	Iteration 82Q: 3 clusters Score -2.965608e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237642 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -29656086.000000 Penalty: 6142.553711
	Iteration 83Q: 3 clusters Score -2.965609e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237643 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -29656082.000000 Penalty: 6142.553711
	Iteration 84Q: 3 clusters Score -2.965608e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237642 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -29656082.000000 Penalty: 6142.553711
	Iteration 85Q: 3 clusters Score -2.965608e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237641 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -29656096.000000 Penalty: 6142.553711
	Iteration 86Q: 3 clusters Score -2.96561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237641 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -29656082.000000 Penalty: 6142.553711
	Iteration 87Q: 3 clusters Score -2.965608e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237641 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -29656082.000000 Penalty: 6142.553711
	Iteration 88F: 3 clusters Score -2.965608e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Entering Unmasked Estep 
Score: -466023.812500 Penalty: 2053.364990
	Iteration 0F: 2 clusters Score -466023.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -462140.687500 Penalty: 4106.729980
	Iteration 0F: 3 clusters Score -462140.7 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -462947.843750 Penalty: 4106.729980
	Iteration 1F: 3 clusters Score -462947.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -463131.218750 Penalty: 4106.729980
	Iteration 2F: 3 clusters Score -463131.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -463246.750000 Penalty: 4106.729980
	Iteration 3F: 3 clusters Score -463246.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -463323.750000 Penalty: 4106.729980
	Iteration 4Q: 3 clusters Score -463323.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -463386.156250 Penalty: 4106.729980
	Iteration 5Q: 3 clusters Score -463386.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -463438.343750 Penalty: 4106.729980
	Iteration 6Q: 3 clusters Score -463438.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -463477.218750 Penalty: 4106.729980
	Iteration 7Q: 3 clusters Score -463477.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -463505.437500 Penalty: 4106.729980
	Iteration 8Q: 3 clusters Score -463505.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -463531.218750 Penalty: 4106.729980
	Iteration 9Q: 3 clusters Score -463531.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -463557.531250 Penalty: 4106.729980
	Iteration 10Q: 3 clusters Score -463557.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -463576.125000 Penalty: 4106.729980
	Iteration 11Q: 3 clusters Score -463576.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -463591.875000 Penalty: 4106.729980
	Iteration 12Q: 3 clusters Score -463591.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -463604.968750 Penalty: 4106.729980
	Iteration 13Q: 3 clusters Score -463605 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -463614.906250 Penalty: 4106.729980
	Iteration 14Q: 3 clusters Score -463614.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -463623.906250 Penalty: 4106.729980
	Iteration 15Q: 3 clusters Score -463623.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -463633.937500 Penalty: 4106.729980
	Iteration 16Q: 3 clusters Score -463633.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -463647.968750 Penalty: 4106.729980
	Iteration 17Q: 3 clusters Score -463648 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -463661.156250 Penalty: 4106.729980
	Iteration 18Q: 3 clusters Score -463661.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -463672.406250 Penalty: 4106.729980
	Iteration 19Q: 3 clusters Score -463672.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -463698.656250 Penalty: 4106.729980
	Iteration 20F: 3 clusters Score -463698.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -463726.125000 Penalty: 4106.729980
	Iteration 21Q: 3 clusters Score -463726.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -463759.437500 Penalty: 4106.729980
	Iteration 22Q: 3 clusters Score -463759.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -463795.812500 Penalty: 4106.729980
	Iteration 23Q: 3 clusters Score -463795.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -463827.062500 Penalty: 4106.729980
	Iteration 24Q: 3 clusters Score -463827.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -463857.593750 Penalty: 4106.729980
	Iteration 25Q: 3 clusters Score -463857.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -463893.218750 Penalty: 4106.729980
	Iteration 26Q: 3 clusters Score -463893.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -463929.812500 Penalty: 4106.729980
	Iteration 27Q: 3 clusters Score -463929.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -463964.906250 Penalty: 4106.729980
	Iteration 28Q: 3 clusters Score -463964.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -463992.718750 Penalty: 4106.729980
	Iteration 29Q: 3 clusters Score -463992.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -464016.750000 Penalty: 4106.729980
	Iteration 30Q: 3 clusters Score -464016.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -464042.343750 Penalty: 4106.729980
	Iteration 31Q: 3 clusters Score -464042.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -464071.937500 Penalty: 4106.729980
	Iteration 32Q: 3 clusters Score -464071.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -464108.781250 Penalty: 4106.729980
	Iteration 33Q: 3 clusters Score -464108.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -464152.312500 Penalty: 4106.729980
	Iteration 34Q: 3 clusters Score -464152.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -464185.125000 Penalty: 4106.729980
	Iteration 35Q: 3 clusters Score -464185.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -464201.218750 Penalty: 4106.729980
	Iteration 36Q: 3 clusters Score -464201.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -464209.312500 Penalty: 4106.729980
	Iteration 37Q: 3 clusters Score -464209.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -464217.218750 Penalty: 4106.729980
	Iteration 38Q: 3 clusters Score -464217.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -464227.500000 Penalty: 4106.729980
	Iteration 39Q: 3 clusters Score -464227.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -464237.281250 Penalty: 4106.729980
	Iteration 40F: 3 clusters Score -464237.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -464245.500000 Penalty: 4106.729980
	Iteration 41Q: 3 clusters Score -464245.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -464252.031250 Penalty: 4106.729980
	Iteration 42Q: 3 clusters Score -464252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -464256.343750 Penalty: 4106.729980
	Iteration 43Q: 3 clusters Score -464256.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -464259.375000 Penalty: 4106.729980
	Iteration 44Q: 3 clusters Score -464259.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -464263.125000 Penalty: 4106.729980
	Iteration 45Q: 3 clusters Score -464263.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -464265.750000 Penalty: 4106.729980
	Iteration 46Q: 3 clusters Score -464265.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -464268.968750 Penalty: 4106.729980
	Iteration 47Q: 3 clusters Score -464269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -464271.750000 Penalty: 4106.729980
	Iteration 48Q: 3 clusters Score -464271.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -464274.500000 Penalty: 4106.729980
	Iteration 49Q: 3 clusters Score -464274.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -464276.250000 Penalty: 4106.729980
	Iteration 50Q: 3 clusters Score -464276.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -464278.843750 Penalty: 4106.729980
	Iteration 51Q: 3 clusters Score -464278.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -464282.687500 Penalty: 4106.729980
	Iteration 52Q: 3 clusters Score -464282.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -464288.812500 Penalty: 4106.729980
	Iteration 53Q: 3 clusters Score -464288.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -464291.531250 Penalty: 4106.729980
	Iteration 54Q: 3 clusters Score -464291.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -464298.125000 Penalty: 4106.729980
	Iteration 55Q: 3 clusters Score -464298.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -464302.937500 Penalty: 4106.729980
	Iteration 56Q: 3 clusters Score -464302.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -464305.375000 Penalty: 4106.729980
	Iteration 57Q: 3 clusters Score -464305.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -464307.750000 Penalty: 4106.729980
	Iteration 58Q: 3 clusters Score -464307.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -464309.906250 Penalty: 4106.729980
	Iteration 59Q: 3 clusters Score -464309.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -464311.312500 Penalty: 4106.729980
	Iteration 60F: 3 clusters Score -464311.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -464313.468750 Penalty: 4106.729980
	Iteration 61Q: 3 clusters Score -464313.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -464314.031250 Penalty: 4106.729980
	Iteration 62Q: 3 clusters Score -464314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -464316.843750 Penalty: 4106.729980
	Iteration 63Q: 3 clusters Score -464316.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -464320.687500 Penalty: 4106.729980
	Iteration 64Q: 3 clusters Score -464320.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -464323.843750 Penalty: 4106.729980
	Iteration 65Q: 3 clusters Score -464323.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -464325.843750 Penalty: 4106.729980
	Iteration 66Q: 3 clusters Score -464325.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -464328.781250 Penalty: 4106.729980
	Iteration 67Q: 3 clusters Score -464328.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -464329.500000 Penalty: 4106.729980
	Iteration 68Q: 3 clusters Score -464329.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -464330.187500 Penalty: 4106.729980
	Iteration 69Q: 3 clusters Score -464330.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -464330.187500 Penalty: 4106.729980
	Iteration 70F: 3 clusters Score -464330.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (18781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Entering Unmasked Estep 
Score: -2360653.500000 Penalty: 2440.468994
	Iteration 0F: 2 clusters Score -2360654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -2347492.000000 Penalty: 4880.937988
	Iteration 0F: 3 clusters Score -2347492 nChanged 8136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -2351692.500000 Penalty: 4880.937988
	Iteration 1F: 3 clusters Score -2351692 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -2352023.500000 Penalty: 4880.937988
	Iteration 2Q: 3 clusters Score -2352024 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -2352313.000000 Penalty: 4880.937988
	Iteration 3Q: 3 clusters Score -2352313 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -2352575.000000 Penalty: 4880.937988
	Iteration 4Q: 3 clusters Score -2352575 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -2352857.500000 Penalty: 4880.937988
	Iteration 5Q: 3 clusters Score -2352858 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -2353153.000000 Penalty: 4880.937988
	Iteration 6Q: 3 clusters Score -2353153 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -2353488.250000 Penalty: 4880.937988
	Iteration 7Q: 3 clusters Score -2353488 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -2353893.000000 Penalty: 4880.937988
	Iteration 8Q: 3 clusters Score -2353893 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2354310.250000 Penalty: 4880.937988
	Iteration 9Q: 3 clusters Score -2354310 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -2354864.250000 Penalty: 4880.937988
	Iteration 10Q: 3 clusters Score -2354864 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -2355466.250000 Penalty: 4880.937988
	Iteration 11F: 3 clusters Score -2355466 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -2355957 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -2356276 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -2356466.500000 Penalty: 4880.937988
	Iteration 14Q: 3 clusters Score -2356466 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -2356592 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -2356663 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2356726.000000 Penalty: 4880.937988
	Iteration 17Q: 3 clusters Score -2356726 nChanged 201
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -2356781.250000 Penalty: 4880.937988
	Iteration 18Q: 3 clusters Score -2356781 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2356821.750000 Penalty: 4880.937988
	Iteration 19Q: 3 clusters Score -2356822 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -2356863.750000 Penalty: 4880.937988
	Iteration 20F: 3 clusters Score -2356864 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -2356893.250000 Penalty: 4880.937988
	Iteration 21Q: 3 clusters Score -2356893 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -2356927 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -2356966.250000 Penalty: 4880.937988
	Iteration 23Q: 3 clusters Score -2356966 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -2356999.250000 Penalty: 4880.937988
	Iteration 24Q: 3 clusters Score -2356999 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -2357028.750000 Penalty: 4880.937988
	Iteration 25Q: 3 clusters Score -2357029 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -2357075.750000 Penalty: 4880.937988
	Iteration 26Q: 3 clusters Score -2357076 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -2357111.000000 Penalty: 4880.937988
	Iteration 27Q: 3 clusters Score -2357111 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -2357146.750000 Penalty: 4880.937988
	Iteration 28Q: 3 clusters Score -2357147 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -2357189.000000 Penalty: 4880.937988
	Iteration 29Q: 3 clusters Score -2357189 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2357226.250000 Penalty: 4880.937988
	Iteration 30Q: 3 clusters Score -2357226 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -2357236.750000 Penalty: 4880.937988
	Iteration 31Q: 3 clusters Score -2357237 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2357249.500000 Penalty: 4880.937988
	Iteration 32Q: 3 clusters Score -2357250 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -2357263.500000 Penalty: 4880.937988
	Iteration 33Q: 3 clusters Score -2357264 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -2357274.750000 Penalty: 4880.937988
	Iteration 34Q: 3 clusters Score -2357275 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2357285.500000 Penalty: 4880.937988
	Iteration 35Q: 3 clusters Score -2357286 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -2357292.750000 Penalty: 4880.937988
	Iteration 36Q: 3 clusters Score -2357293 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -2357305.750000 Penalty: 4880.937988
	Iteration 37Q: 3 clusters Score -2357306 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -2357308.250000 Penalty: 4880.937988
	Iteration 38Q: 3 clusters Score -2357308 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -2357315.250000 Penalty: 4880.937988
	Iteration 39Q: 3 clusters Score -2357315 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -2357327.750000 Penalty: 4880.937988
	Iteration 40F: 3 clusters Score -2357328 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -2357327.500000 Penalty: 4880.937988
	Iteration 41Q: 3 clusters Score -2357328 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -2357332.500000 Penalty: 4880.937988
	Iteration 42Q: 3 clusters Score -2357332 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 11303 members 
Entering Unmasked Estep 
Score: -2357343.250000 Penalty: 4880.937988
	Iteration 43Q: 3 clusters Score -2357343 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -2357347.000000 Penalty: 4880.937988
	Iteration 44Q: 3 clusters Score -2357347 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -2357354.250000 Penalty: 4880.937988
	Iteration 45Q: 3 clusters Score -2357354 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -2357361.000000 Penalty: 4880.937988
	Iteration 46Q: 3 clusters Score -2357361 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -2357372.000000 Penalty: 4880.937988
	Iteration 47Q: 3 clusters Score -2357372 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -2357373.250000 Penalty: 4880.937988
	Iteration 48Q: 3 clusters Score -2357373 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -2357368.500000 Penalty: 4880.937988
	Iteration 49Q: 3 clusters Score -2357368 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -2357370.250000 Penalty: 4880.937988
	Iteration 50Q: 3 clusters Score -2357370 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -2357374.000000 Penalty: 4880.937988
	Iteration 51Q: 3 clusters Score -2357374 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -2357380.250000 Penalty: 4880.937988
	Iteration 52Q: 3 clusters Score -2357380 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -2357390.500000 Penalty: 4880.937988
	Iteration 53Q: 3 clusters Score -2357390 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -2357397.500000 Penalty: 4880.937988
	Iteration 54Q: 3 clusters Score -2357398 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -2357396.250000 Penalty: 4880.937988
	Iteration 55Q: 3 clusters Score -2357396 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -2357406.750000 Penalty: 4880.937988
	Iteration 56Q: 3 clusters Score -2357407 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -2357404.750000 Penalty: 4880.937988
	Iteration 57Q: 3 clusters Score -2357405 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -2357409.500000 Penalty: 4880.937988
	Iteration 58Q: 3 clusters Score -2357410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -2357414.750000 Penalty: 4880.937988
	Iteration 59Q: 3 clusters Score -2357415 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -2357406.750000 Penalty: 4880.937988
	Iteration 60F: 3 clusters Score -2357407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -2357406.000000 Penalty: 4880.937988
	Iteration 61Q: 3 clusters Score -2357406 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -2357411.000000 Penalty: 4880.937988
	Iteration 62Q: 3 clusters Score -2357411 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -2357414.250000 Penalty: 4880.937988
	Iteration 63Q: 3 clusters Score -2357414 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -2357421.500000 Penalty: 4880.937988
	Iteration 64Q: 3 clusters Score -2357422 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -2357425 nChanged 12
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -2357426.500000 Penalty: 4880.937988
	Iteration 66Q: 3 clusters Score -2357426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -2357422.250000 Penalty: 4880.937988
	Iteration 67Q: 3 clusters Score -2357422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -2357423.750000 Penalty: 4880.937988
	Iteration 68Q: 3 clusters Score -2357424 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -2357429.500000 Penalty: 4880.937988
	Iteration 69Q: 3 clusters Score -2357430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -2357424.750000 Penalty: 4880.937988
	Iteration 70Q: 3 clusters Score -2357425 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -2357428.500000 Penalty: 4880.937988
	Iteration 71Q: 3 clusters Score -2357428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -2357429.250000 Penalty: 4880.937988
	Iteration 72Q: 3 clusters Score -2357429 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -2357428.250000 Penalty: 4880.937988
	Iteration 73Q: 3 clusters Score -2357428 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -2357427.000000 Penalty: 4880.937988
	Iteration 74Q: 3 clusters Score -2357427 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -2357437.000000 Penalty: 4880.937988
	Iteration 75Q: 3 clusters Score -2357437 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -2357432.750000 Penalty: 4880.937988
	Iteration 76Q: 3 clusters Score -2357433 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -2357427.500000 Penalty: 4880.937988
	Iteration 77Q: 3 clusters Score -2357428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -2357430.750000 Penalty: 4880.937988
	Iteration 78Q: 3 clusters Score -2357431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -2357435.250000 Penalty: 4880.937988
	Iteration 79Q: 3 clusters Score -2357435 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -2357438.000000 Penalty: 4880.937988
	Iteration 80F: 3 clusters Score -2357438 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -2357438.250000 Penalty: 4880.937988
	Iteration 81Q: 3 clusters Score -2357438 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -2357447.750000 Penalty: 4880.937988
	Iteration 82Q: 3 clusters Score -2357448 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2357447 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -2357463.750000 Penalty: 4880.937988
	Iteration 84Q: 3 clusters Score -2357464 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -2357468.500000 Penalty: 4880.937988
	Iteration 85Q: 3 clusters Score -2357468 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -2357468.500000 Penalty: 4880.937988
	Iteration 86Q: 3 clusters Score -2357468 nChanged 40
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Mstep: Class 1 contains 6401 members 
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Entering Unmasked Estep 
Score: -2357473.250000 Penalty: 4880.937988
	Iteration 87Q: 3 clusters Score -2357473 nChanged 49
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -2357483.250000 Penalty: 4880.937988
	Iteration 88Q: 3 clusters Score -2357483 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -2357491.750000 Penalty: 4880.937988
	Iteration 89Q: 3 clusters Score -2357492 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -2357505.500000 Penalty: 4880.937988
	Iteration 90Q: 3 clusters Score -2357506 nChanged 62
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -2357514.500000 Penalty: 4880.937988
	Iteration 91Q: 3 clusters Score -2357514 nChanged 72
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -2357531.000000 Penalty: 4880.937988
	Iteration 92Q: 3 clusters Score -2357531 nChanged 73
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -2357541.500000 Penalty: 4880.937988
	Iteration 93Q: 3 clusters Score -2357542 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -2357551.750000 Penalty: 4880.937988
	Iteration 94Q: 3 clusters Score -2357552 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2357554 nChanged 55
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Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -2357562.000000 Penalty: 4880.937988
	Iteration 96Q: 3 clusters Score -2357562 nChanged 47
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Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -2357565.000000 Penalty: 4880.937988
	Iteration 97Q: 3 clusters Score -2357565 nChanged 51
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Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -2357574.500000 Penalty: 4880.937988
	Iteration 98Q: 3 clusters Score -2357574 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -2357573.750000 Penalty: 4880.937988
	Iteration 99Q: 3 clusters Score -2357574 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -2357577.000000 Penalty: 4880.937988
	Iteration 100F: 3 clusters Score -2357577 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -2357590.000000 Penalty: 4880.937988
	Iteration 101Q: 3 clusters Score -2357590 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -2357609.250000 Penalty: 4880.937988
	Iteration 102Q: 3 clusters Score -2357609 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -2357623 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -2357636 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -2357656 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2357673 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -2357689.250000 Penalty: 4880.937988
	Iteration 107Q: 3 clusters Score -2357689 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -2357718.250000 Penalty: 4880.937988
	Iteration 108Q: 3 clusters Score -2357718 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -2357747.250000 Penalty: 4880.937988
	Iteration 109Q: 3 clusters Score -2357747 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -2357769 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -2357781.500000 Penalty: 4880.937988
	Iteration 111Q: 3 clusters Score -2357782 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2357809 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -2357830.000000 Penalty: 4880.937988
	Iteration 113Q: 3 clusters Score -2357830 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -2357847 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 14426 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2357869 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2357896 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -2357901.250000 Penalty: 4880.937988
	Iteration 117Q: 3 clusters Score -2357901 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -2357918 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2357928 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -2357950.250000 Penalty: 4880.937988
	Iteration 120F: 3 clusters Score -2357950 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -2357968 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -2357981 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -2358018.500000 Penalty: 4880.937988
	Iteration 123Q: 3 clusters Score -2358018 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -2358028 nChanged 84
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -2358046 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2358077 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -2358092.000000 Penalty: 4880.937988
	Iteration 127Q: 3 clusters Score -2358092 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -2358107.750000 Penalty: 4880.937988
	Iteration 128Q: 3 clusters Score -2358108 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2358123 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -2358141.750000 Penalty: 4880.937988
	Iteration 130Q: 3 clusters Score -2358142 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -2358156.750000 Penalty: 4880.937988
	Iteration 131Q: 3 clusters Score -2358157 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -2358168.250000 Penalty: 4880.937988
	Iteration 132Q: 3 clusters Score -2358168 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -2358194.250000 Penalty: 4880.937988
	Iteration 133Q: 3 clusters Score -2358194 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -2358218.250000 Penalty: 4880.937988
	Iteration 134Q: 3 clusters Score -2358218 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2358230 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -2358246.000000 Penalty: 4880.937988
	Iteration 136Q: 3 clusters Score -2358246 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -2358253.250000 Penalty: 4880.937988
	Iteration 137Q: 3 clusters Score -2358253 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -2358274.000000 Penalty: 4880.937988
	Iteration 138Q: 3 clusters Score -2358274 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2358297 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -2358309.750000 Penalty: 4880.937988
	Iteration 140F: 3 clusters Score -2358310 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -2358315.750000 Penalty: 4880.937988
	Iteration 141Q: 3 clusters Score -2358316 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -2358326.000000 Penalty: 4880.937988
	Iteration 142Q: 3 clusters Score -2358326 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -2358334.250000 Penalty: 4880.937988
	Iteration 143Q: 3 clusters Score -2358334 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2358340 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 16444 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2358351 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -2358357.500000 Penalty: 4880.937988
	Iteration 146Q: 3 clusters Score -2358358 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -2358371.250000 Penalty: 4880.937988
	Iteration 147Q: 3 clusters Score -2358371 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -2358376.000000 Penalty: 4880.937988
	Iteration 148Q: 3 clusters Score -2358376 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -2358394.500000 Penalty: 4880.937988
	Iteration 149Q: 3 clusters Score -2358394 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -2358406 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -2358418.250000 Penalty: 4880.937988
	Iteration 151Q: 3 clusters Score -2358418 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -2358430 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -2358428.750000 Penalty: 4880.937988
	Iteration 153Q: 3 clusters Score -2358429 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -2358430 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -2358436.500000 Penalty: 4880.937988
	Iteration 155Q: 3 clusters Score -2358436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -2358444.500000 Penalty: 4880.937988
	Iteration 156Q: 3 clusters Score -2358444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -2358447.250000 Penalty: 4880.937988
	Iteration 157Q: 3 clusters Score -2358447 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2358448 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -2358450.250000 Penalty: 4880.937988
	Iteration 159Q: 3 clusters Score -2358450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -2358451.000000 Penalty: 4880.937988
	Iteration 160F: 3 clusters Score -2358451 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -2358455.250000 Penalty: 4880.937988
	Iteration 161Q: 3 clusters Score -2358455 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -2358463.250000 Penalty: 4880.937988
	Iteration 162Q: 3 clusters Score -2358463 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -2358465.250000 Penalty: 4880.937988
	Iteration 163Q: 3 clusters Score -2358465 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -2358464.500000 Penalty: 4880.937988
	Iteration 164Q: 3 clusters Score -2358464 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -2358465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -2358473.000000 Penalty: 4880.937988
	Iteration 166Q: 3 clusters Score -2358473 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -2358476.250000 Penalty: 4880.937988
	Iteration 167Q: 3 clusters Score -2358476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -2358475.750000 Penalty: 4880.937988
	Iteration 168Q: 3 clusters Score -2358476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -2358482.250000 Penalty: 4880.937988
	Iteration 169Q: 3 clusters Score -2358482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -2358483.000000 Penalty: 4880.937988
	Iteration 170Q: 3 clusters Score -2358483 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -2358483 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -2358491.250000 Penalty: 4880.937988
	Iteration 172Q: 3 clusters Score -2358491 nChanged 25
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Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -2358497.750000 Penalty: 4880.937988
	Iteration 173Q: 3 clusters Score -2358498 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -2358499.250000 Penalty: 4880.937988
	Iteration 174Q: 3 clusters Score -2358499 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -2358502.750000 Penalty: 4880.937988
	Iteration 175Q: 3 clusters Score -2358503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -2358504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -2358510.250000 Penalty: 4880.937988
	Iteration 177Q: 3 clusters Score -2358510 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -2358514.500000 Penalty: 4880.937988
	Iteration 178Q: 3 clusters Score -2358514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -2358514.250000 Penalty: 4880.937988
	Iteration 179Q: 3 clusters Score -2358514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -2358518.750000 Penalty: 4880.937988
	Iteration 180F: 3 clusters Score -2358519 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -2358519 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -2358520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -2358517.000000 Penalty: 4880.937988
	Iteration 183Q: 3 clusters Score -2358517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -2358517.250000 Penalty: 4880.937988
	Iteration 184Q: 3 clusters Score -2358517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -2358521.750000 Penalty: 4880.937988
	Iteration 185Q: 3 clusters Score -2358522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -2358522.500000 Penalty: 4880.937988
	Iteration 186Q: 3 clusters Score -2358522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -2358527.500000 Penalty: 4880.937988
	Iteration 187Q: 3 clusters Score -2358528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -2358526.750000 Penalty: 4880.937988
	Iteration 188Q: 3 clusters Score -2358527 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -2358527.500000 Penalty: 4880.937988
	Iteration 189Q: 3 clusters Score -2358528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -2358529.750000 Penalty: 4880.937988
	Iteration 190Q: 3 clusters Score -2358530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -2358532.500000 Penalty: 4880.937988
	Iteration 191Q: 3 clusters Score -2358532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -2358530.000000 Penalty: 4880.937988
	Iteration 192Q: 3 clusters Score -2358530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
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	Iteration 193Q: 3 clusters Score -2358530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -2358534.000000 Penalty: 4880.937988
	Iteration 194Q: 3 clusters Score -2358534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -2358534.750000 Penalty: 4880.937988
	Iteration 195Q: 3 clusters Score -2358535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -2358534.750000 Penalty: 4880.937988
	Iteration 196F: 3 clusters Score -2358535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Entering Unmasked Estep 
Score: -279398.500000 Penalty: 1925.334717
	Iteration 0F: 2 clusters Score -279398.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -276565.187500 Penalty: 3850.669434
	Iteration 0F: 3 clusters Score -276565.2 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -277076.375000 Penalty: 3850.669434
	Iteration 1F: 3 clusters Score -277076.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -277230.343750 Penalty: 3850.669434
	Iteration 2F: 3 clusters Score -277230.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -277328.656250 Penalty: 3850.669434
	Iteration 3Q: 3 clusters Score -277328.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -277390.218750 Penalty: 3850.669434
	Iteration 4Q: 3 clusters Score -277390.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -277425.812500 Penalty: 3850.669434
	Iteration 5Q: 3 clusters Score -277425.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -277458.781250 Penalty: 3850.669434
	Iteration 6Q: 3 clusters Score -277458.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -277491.937500 Penalty: 3850.669434
	Iteration 7Q: 3 clusters Score -277491.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -277513.531250 Penalty: 3850.669434
	Iteration 8Q: 3 clusters Score -277513.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -277525.718750 Penalty: 3850.669434
	Iteration 9Q: 3 clusters Score -277525.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -277532.343750 Penalty: 3850.669434
	Iteration 10Q: 3 clusters Score -277532.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -277539.875000 Penalty: 3850.669434
	Iteration 11Q: 3 clusters Score -277539.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -277548.281250 Penalty: 3850.669434
	Iteration 12Q: 3 clusters Score -277548.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -277556.968750 Penalty: 3850.669434
	Iteration 13Q: 3 clusters Score -277557 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -277563.750000 Penalty: 3850.669434
	Iteration 14Q: 3 clusters Score -277563.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -277576.562500 Penalty: 3850.669434
	Iteration 15Q: 3 clusters Score -277576.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -277585.843750 Penalty: 3850.669434
	Iteration 16Q: 3 clusters Score -277585.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -277590.812500 Penalty: 3850.669434
	Iteration 17Q: 3 clusters Score -277590.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -277593.062500 Penalty: 3850.669434
	Iteration 18Q: 3 clusters Score -277593.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -277594.218750 Penalty: 3850.669434
	Iteration 19Q: 3 clusters Score -277594.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -277595.343750 Penalty: 3850.669434
	Iteration 20F: 3 clusters Score -277595.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -277596.812500 Penalty: 3850.669434
	Iteration 21Q: 3 clusters Score -277596.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -277597.687500 Penalty: 3850.669434
	Iteration 22Q: 3 clusters Score -277597.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -277600.062500 Penalty: 3850.669434
	Iteration 23Q: 3 clusters Score -277600.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -277601.656250 Penalty: 3850.669434
	Iteration 24Q: 3 clusters Score -277601.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -277603.437500 Penalty: 3850.669434
	Iteration 25Q: 3 clusters Score -277603.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -277603.437500 Penalty: 3850.669434
	Iteration 26F: 3 clusters Score -277603.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (26824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Entering Unmasked Estep 
Score: -3377204.250000 Penalty: 2528.868896
	Iteration 0F: 2 clusters Score -3377204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -3358740.250000 Penalty: 5057.737793
	Iteration 0F: 3 clusters Score -3358740 nChanged 11853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -3365052.750000 Penalty: 5057.737793
	Iteration 1F: 3 clusters Score -3365053 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -3365445.250000 Penalty: 5057.737793
	Iteration 2Q: 3 clusters Score -3365445 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -3365825.250000 Penalty: 5057.737793
	Iteration 3Q: 3 clusters Score -3365825 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -3366168.500000 Penalty: 5057.737793
	Iteration 4Q: 3 clusters Score -3366168 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -3366605.500000 Penalty: 5057.737793
	Iteration 5Q: 3 clusters Score -3366606 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -3367200.750000 Penalty: 5057.737793
	Iteration 6Q: 3 clusters Score -3367201 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -3368050.000000 Penalty: 5057.737793
	Iteration 7F: 3 clusters Score -3368050 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 17135 members 
Entering Unmasked Estep 
Score: -3369059.000000 Penalty: 5057.737793
	Iteration 8F: 3 clusters Score -3369059 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -3370258.500000 Penalty: 5057.737793
	Iteration 9F: 3 clusters Score -3370258 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -3371491.250000 Penalty: 5057.737793
	Iteration 10F: 3 clusters Score -3371491 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -3372544.750000 Penalty: 5057.737793
	Iteration 11F: 3 clusters Score -3372545 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -3373477.000000 Penalty: 5057.737793
	Iteration 12Q: 3 clusters Score -3373477 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -3374236.000000 Penalty: 5057.737793
	Iteration 13Q: 3 clusters Score -3374236 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -3374741.500000 Penalty: 5057.737793
	Iteration 14Q: 3 clusters Score -3374742 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 24462 members 
Entering Unmasked Estep 
Score: -3375088.000000 Penalty: 5057.737793
	Iteration 15Q: 3 clusters Score -3375088 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -3375318.250000 Penalty: 5057.737793
	Iteration 16Q: 3 clusters Score -3375318 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -3375452.500000 Penalty: 5057.737793
	Iteration 17Q: 3 clusters Score -3375452 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -3375567.000000 Penalty: 5057.737793
	Iteration 18Q: 3 clusters Score -3375567 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -3375636.250000 Penalty: 5057.737793
	Iteration 19Q: 3 clusters Score -3375636 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -3375685.750000 Penalty: 5057.737793
	Iteration 20F: 3 clusters Score -3375686 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 25616 members 
Entering Unmasked Estep 
Score: -3375743.500000 Penalty: 5057.737793
	Iteration 21Q: 3 clusters Score -3375744 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -3375770.000000 Penalty: 5057.737793
	Iteration 22Q: 3 clusters Score -3375770 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -3375775.500000 Penalty: 5057.737793
	Iteration 23Q: 3 clusters Score -3375776 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -3375792.500000 Penalty: 5057.737793
	Iteration 24Q: 3 clusters Score -3375792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -3375793.500000 Penalty: 5057.737793
	Iteration 25Q: 3 clusters Score -3375794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -3375798.750000 Penalty: 5057.737793
	Iteration 26Q: 3 clusters Score -3375799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -3375809.250000 Penalty: 5057.737793
	Iteration 27Q: 3 clusters Score -3375809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -3375809.750000 Penalty: 5057.737793
	Iteration 28Q: 3 clusters Score -3375810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -3375822.000000 Penalty: 5057.737793
	Iteration 29Q: 3 clusters Score -3375822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 25829 members 
Entering Unmasked Estep 
Score: -3375814.250000 Penalty: 5057.737793
	Iteration 30Q: 3 clusters Score -3375814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 25836 members 
Entering Unmasked Estep 
Score: -3375817.500000 Penalty: 5057.737793
	Iteration 31Q: 3 clusters Score -3375818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -3375821.500000 Penalty: 5057.737793
	Iteration 32Q: 3 clusters Score -3375822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -3375823.750000 Penalty: 5057.737793
	Iteration 33Q: 3 clusters Score -3375824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 25841 members 
Entering Unmasked Estep 
Score: -3375823.500000 Penalty: 5057.737793
	Iteration 34Q: 3 clusters Score -3375824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -3375824.500000 Penalty: 5057.737793
	Iteration 35Q: 3 clusters Score -3375824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -3375824.500000 Penalty: 5057.737793
	Iteration 36F: 3 clusters Score -3375824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (37190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37190 members 
Entering Unmasked Estep 
Score: -4686187.000000 Penalty: 2609.901123
	Iteration 0F: 2 clusters Score -4686187 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -4661050.500000 Penalty: 5219.802246
	Iteration 0F: 3 clusters Score -4661050 nChanged 16799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -4671192.500000 Penalty: 5219.802246
	Iteration 1F: 3 clusters Score -4671192 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -4673928.000000 Penalty: 5219.802246
	Iteration 2F: 3 clusters Score -4673928 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -4677656.500000 Penalty: 5219.802246
	Iteration 3F: 3 clusters Score -4677656 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -4681164.500000 Penalty: 5219.802246
	Iteration 4F: 3 clusters Score -4681164 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13702 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -4684399.000000 Penalty: 5219.802246
	Iteration 5F: 3 clusters Score -4684399 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -4686619.000000 Penalty: 5219.802246
	Iteration 6F: 3 clusters Score -4686619 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -4687718.500000 Penalty: 5219.802246
	Iteration 7Q: 3 clusters Score -4687718 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -4688576.500000 Penalty: 5219.802246
	Iteration 8Q: 3 clusters Score -4688576 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -4689233.500000 Penalty: 5219.802246
	Iteration 9Q: 3 clusters Score -4689234 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 29351 members 
Entering Unmasked Estep 
Score: -4689623.000000 Penalty: 5219.802246
	Iteration 10Q: 3 clusters Score -4689623 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -4689853.500000 Penalty: 5219.802246
	Iteration 11Q: 3 clusters Score -4689854 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 30269 members 
Entering Unmasked Estep 
Score: -4690001.000000 Penalty: 5219.802246
	Iteration 12Q: 3 clusters Score -4690001 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 30585 members 
Entering Unmasked Estep 
Score: -4690127.500000 Penalty: 5219.802246
	Iteration 13Q: 3 clusters Score -4690128 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 30828 members 
Entering Unmasked Estep 
Score: -4690191.000000 Penalty: 5219.802246
	Iteration 14Q: 3 clusters Score -4690191 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 31018 members 
Entering Unmasked Estep 
Score: -4690214.500000 Penalty: 5219.802246
	Iteration 15Q: 3 clusters Score -4690214 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -4690255.000000 Penalty: 5219.802246
	Iteration 16Q: 3 clusters Score -4690255 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 31230 members 
Entering Unmasked Estep 
Score: -4690259.500000 Penalty: 5219.802246
	Iteration 17Q: 3 clusters Score -4690260 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 31290 members 
Entering Unmasked Estep 
Score: -4690267.500000 Penalty: 5219.802246
	Iteration 18Q: 3 clusters Score -4690268 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -4690272.500000 Penalty: 5219.802246
	Iteration 19Q: 3 clusters Score -4690272 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 31374 members 
Entering Unmasked Estep 
Score: -4690279.500000 Penalty: 5219.802246
	Iteration 20F: 3 clusters Score -4690280 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -4690289.500000 Penalty: 5219.802246
	Iteration 21Q: 3 clusters Score -4690290 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 31473 members 
Entering Unmasked Estep 
Score: -4690300.500000 Penalty: 5219.802246
	Iteration 22Q: 3 clusters Score -4690300 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 31510 members 
Entering Unmasked Estep 
Score: -4690312.000000 Penalty: 5219.802246
	Iteration 23Q: 3 clusters Score -4690312 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -4690322.500000 Penalty: 5219.802246
	Iteration 24Q: 3 clusters Score -4690322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -4690324.000000 Penalty: 5219.802246
	Iteration 25Q: 3 clusters Score -4690324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 31595 members 
Entering Unmasked Estep 
Score: -4690311.500000 Penalty: 5219.802246
	Iteration 26Q: 3 clusters Score -4690312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 31609 members 
Entering Unmasked Estep 
Score: -4690322.500000 Penalty: 5219.802246
	Iteration 27Q: 3 clusters Score -4690322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 31624 members 
Entering Unmasked Estep 
Score: -4690326.000000 Penalty: 5219.802246
	Iteration 28Q: 3 clusters Score -4690326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 31639 members 
Entering Unmasked Estep 
Score: -4690326.500000 Penalty: 5219.802246
	Iteration 29Q: 3 clusters Score -4690326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
Score: -4690326.500000 Penalty: 5219.802246
	Iteration 30Q: 3 clusters Score -4690326 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 31657 members 
Entering Unmasked Estep 
Score: -4690334.000000 Penalty: 5219.802246
	Iteration 31Q: 3 clusters Score -4690334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 31660 members 
Entering Unmasked Estep 
Score: -4690331.000000 Penalty: 5219.802246
	Iteration 32Q: 3 clusters Score -4690331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 31663 members 
Entering Unmasked Estep 
Score: -4690329.000000 Penalty: 5219.802246
	Iteration 33Q: 3 clusters Score -4690329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 31665 members 
Entering Unmasked Estep 
Score: -4690331.500000 Penalty: 5219.802246
	Iteration 34Q: 3 clusters Score -4690332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 31667 members 
Entering Unmasked Estep 
Score: -4690338.000000 Penalty: 5219.802246
	Iteration 35Q: 3 clusters Score -4690338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 31669 members 
Entering Unmasked Estep 
Score: -4690342.000000 Penalty: 5219.802246
	Iteration 36Q: 3 clusters Score -4690342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -4690345.000000 Penalty: 5219.802246
	Iteration 37Q: 3 clusters Score -4690345 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -4690332.500000 Penalty: 5219.802246
	Iteration 38Q: 3 clusters Score -4690332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
Score: -4690328.000000 Penalty: 5219.802246
	Iteration 39Q: 3 clusters Score -4690328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 31680 members 
Entering Unmasked Estep 
Score: -4690330.000000 Penalty: 5219.802246
	Iteration 40F: 3 clusters Score -4690330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -4690331.000000 Penalty: 5219.802246
	Iteration 41Q: 3 clusters Score -4690331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -4690331.500000 Penalty: 5219.802246
	Iteration 42Q: 3 clusters Score -4690332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
Score: -4690331.500000 Penalty: 5219.802246
	Iteration 43Q: 3 clusters Score -4690332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 31687 members 
Entering Unmasked Estep 
Score: -4690329.000000 Penalty: 5219.802246
	Iteration 44Q: 3 clusters Score -4690329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 31687 members 
Entering Unmasked Estep 
Score: -4690329.000000 Penalty: 5219.802246
	Iteration 45F: 3 clusters Score -4690329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 106627 members 
Mstep: Class 3 contains 14535 members 
Mstep: Class 4 contains 238991 members 
Mstep: Class 5 contains 3943 members 
Mstep: Class 6 contains 18781 members 
Mstep: Class 7 contains 2353 members 
Mstep: Class 8 contains 26824 members 
Mstep: Class 9 contains 5503 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 99600 members 
Mstep: Class 12 contains 21572 members 
Mstep: Class 13 contains 42387 members 
Mstep: Class 14 contains 4411 members 
Mstep: Class 15 contains 509 members 
Mstep: Class 16 contains 53137 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169294 members 
Mstep: Class 19 contains 270 members 
Mstep: Class 20 contains 2726 members 
Mstep: Class 21 contains 9152 members 
Mstep: Class 22 contains 31687 members 
Entering Unmasked Estep 
Score: -104763096.000000 Penalty: 74538.125000
Splitting cluster 9 changes total score from -104759616.000000 to -104763096.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 10 (1317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Entering Unmasked Estep 
Score: -153161.890625 Penalty: 1781.411743
	Iteration 0F: 2 clusters Score -153161.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -151018.515625 Penalty: 3562.823486
	Iteration 0F: 3 clusters Score -151018.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -151418.140625 Penalty: 3562.823486
	Iteration 1F: 3 clusters Score -151418.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -151642.593750 Penalty: 3562.823486
	Iteration 2F: 3 clusters Score -151642.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -151894.250000 Penalty: 3562.823486
	Iteration 3F: 3 clusters Score -151894.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -152229.234375 Penalty: 3562.823486
	Iteration 4F: 3 clusters Score -152229.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -152427.640625 Penalty: 3562.823486
	Iteration 5F: 3 clusters Score -152427.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -152537.562500 Penalty: 3562.823486
	Iteration 6Q: 3 clusters Score -152537.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -152598.875000 Penalty: 3562.823486
	Iteration 7Q: 3 clusters Score -152598.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -152644.984375 Penalty: 3562.823486
	Iteration 8Q: 3 clusters Score -152645 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -152672.656250 Penalty: 3562.823486
	Iteration 9Q: 3 clusters Score -152672.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -152694.578125 Penalty: 3562.823486
	Iteration 10Q: 3 clusters Score -152694.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -152703.296875 Penalty: 3562.823486
	Iteration 11Q: 3 clusters Score -152703.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -152710.656250 Penalty: 3562.823486
	Iteration 12Q: 3 clusters Score -152710.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -152711.000000 Penalty: 3562.823486
	Iteration 13Q: 3 clusters Score -152711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -152711.000000 Penalty: 3562.823486
	Iteration 14F: 3 clusters Score -152711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (99600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99600 members 
Entering Unmasked Estep 
Score: -12460676.000000 Penalty: 2854.211670
	Iteration 0F: 2 clusters Score -1.246068e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49566 members 
Mstep: Class 2 contains 50034 members 
Entering Unmasked Estep 
Score: -12394395.000000 Penalty: 5708.423340
	Iteration 0F: 3 clusters Score -1.23944e+07 nChanged 46936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46546 members 
Mstep: Class 2 contains 53054 members 
Entering Unmasked Estep 
Score: -12421859.000000 Penalty: 5708.423340
	Iteration 1F: 3 clusters Score -1.242186e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44758 members 
Mstep: Class 2 contains 54842 members 
Entering Unmasked Estep 
Score: -12423502.000000 Penalty: 5708.423340
	Iteration 2Q: 3 clusters Score -1.24235e+07 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42304 members 
Mstep: Class 2 contains 57296 members 
Entering Unmasked Estep 
Score: -12425426.000000 Penalty: 5708.423340
	Iteration 3Q: 3 clusters Score -1.242543e+07 nChanged 4883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 60443 members 
Entering Unmasked Estep 
Score: -12427972.000000 Penalty: 5708.423340
	Iteration 4Q: 3 clusters Score -1.242797e+07 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35105 members 
Mstep: Class 2 contains 64495 members 
Entering Unmasked Estep 
Score: -12431160.000000 Penalty: 5708.423340
	Iteration 5F: 3 clusters Score -1.243116e+07 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30157 members 
Mstep: Class 2 contains 69443 members 
Entering Unmasked Estep 
Score: -12435041.000000 Penalty: 5708.423340
	Iteration 6F: 3 clusters Score -1.243504e+07 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24427 members 
Mstep: Class 2 contains 75173 members 
Entering Unmasked Estep 
Score: -12439693.000000 Penalty: 5708.423340
	Iteration 7F: 3 clusters Score -1.243969e+07 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 81075 members 
Entering Unmasked Estep 
Score: -12444612.000000 Penalty: 5708.423340
	Iteration 8F: 3 clusters Score -1.244461e+07 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 86520 members 
Entering Unmasked Estep 
Score: -12449162.000000 Penalty: 5708.423340
	Iteration 9F: 3 clusters Score -1.244916e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 90778 members 
Entering Unmasked Estep 
Score: -12452846.000000 Penalty: 5708.423340
	Iteration 10Q: 3 clusters Score -1.245285e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 93595 members 
Entering Unmasked Estep 
Score: -12455151.000000 Penalty: 5708.423340
	Iteration 11Q: 3 clusters Score -1.245515e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 95294 members 
Entering Unmasked Estep 
Score: -12456436.000000 Penalty: 5708.423340
	Iteration 12Q: 3 clusters Score -1.245644e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 96384 members 
Entering Unmasked Estep 
Score: -12457205.000000 Penalty: 5708.423340
	Iteration 13Q: 3 clusters Score -1.24572e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 97082 members 
Entering Unmasked Estep 
Score: -12457722.000000 Penalty: 5708.423340
	Iteration 14Q: 3 clusters Score -1.245772e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 97573 members 
Entering Unmasked Estep 
Score: -12458091.000000 Penalty: 5708.423340
	Iteration 15Q: 3 clusters Score -1.245809e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 97917 members 
Entering Unmasked Estep 
Score: -12458297.000000 Penalty: 5708.423340
	Iteration 16Q: 3 clusters Score -1.24583e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 98159 members 
Entering Unmasked Estep 
Score: -12458446.000000 Penalty: 5708.423340
	Iteration 17Q: 3 clusters Score -1.245845e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 98356 members 
Entering Unmasked Estep 
Score: -12458630.000000 Penalty: 5708.423340
	Iteration 18Q: 3 clusters Score -1.245863e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 98479 members 
Entering Unmasked Estep 
Score: -12458739.000000 Penalty: 5708.423340
	Iteration 19Q: 3 clusters Score -1.245874e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 98597 members 
Entering Unmasked Estep 
Score: -12458811.000000 Penalty: 5708.423340
	Iteration 20F: 3 clusters Score -1.245881e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 98667 members 
Entering Unmasked Estep 
Score: -12458876.000000 Penalty: 5708.423340
	Iteration 21Q: 3 clusters Score -1.245888e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 98722 members 
Entering Unmasked Estep 
Score: -12458920.000000 Penalty: 5708.423340
	Iteration 22Q: 3 clusters Score -1.245892e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 98771 members 
Entering Unmasked Estep 
Score: -12458958.000000 Penalty: 5708.423340
	Iteration 23Q: 3 clusters Score -1.245896e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 98818 members 
Entering Unmasked Estep 
Score: -12458990.000000 Penalty: 5708.423340
	Iteration 24Q: 3 clusters Score -1.245899e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 98838 members 
Entering Unmasked Estep 
Score: -12459000.000000 Penalty: 5708.423340
	Iteration 25Q: 3 clusters Score -1.2459e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 98865 members 
Entering Unmasked Estep 
Score: -12459033.000000 Penalty: 5708.423340
	Iteration 26Q: 3 clusters Score -1.245903e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 98885 members 
Entering Unmasked Estep 
Score: -12459068.000000 Penalty: 5708.423340
	Iteration 27Q: 3 clusters Score -1.245907e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 98907 members 
Entering Unmasked Estep 
Score: -12459099.000000 Penalty: 5708.423340
	Iteration 28Q: 3 clusters Score -1.24591e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 98922 members 
Entering Unmasked Estep 
Score: -12459122.000000 Penalty: 5708.423340
	Iteration 29Q: 3 clusters Score -1.245912e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 98933 members 
Entering Unmasked Estep 
Score: -12459132.000000 Penalty: 5708.423340
	Iteration 30Q: 3 clusters Score -1.245913e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 98946 members 
Entering Unmasked Estep 
Score: -12459139.000000 Penalty: 5708.423340
	Iteration 31Q: 3 clusters Score -1.245914e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 98957 members 
Entering Unmasked Estep 
Score: -12459150.000000 Penalty: 5708.423340
	Iteration 32Q: 3 clusters Score -1.245915e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 98980 members 
Entering Unmasked Estep 
Score: -12459160.000000 Penalty: 5708.423340
	Iteration 33Q: 3 clusters Score -1.245916e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 98998 members 
Entering Unmasked Estep 
Score: -12459199.000000 Penalty: 5708.423340
	Iteration 34Q: 3 clusters Score -1.24592e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 99011 members 
Entering Unmasked Estep 
Score: -12459231.000000 Penalty: 5708.423340
	Iteration 35Q: 3 clusters Score -1.245923e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 99029 members 
Entering Unmasked Estep 
Score: -12459293.000000 Penalty: 5708.423340
	Iteration 36Q: 3 clusters Score -1.245929e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 99041 members 
Entering Unmasked Estep 
Score: -12459367.000000 Penalty: 5708.423340
	Iteration 37Q: 3 clusters Score -1.245937e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 99057 members 
Entering Unmasked Estep 
Score: -12459435.000000 Penalty: 5708.423340
	Iteration 38Q: 3 clusters Score -1.245944e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 99071 members 
Entering Unmasked Estep 
Score: -12459469.000000 Penalty: 5708.423340
	Iteration 39Q: 3 clusters Score -1.245947e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 99075 members 
Entering Unmasked Estep 
Score: -12459512.000000 Penalty: 5708.423340
	Iteration 40F: 3 clusters Score -1.245951e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 99073 members 
Entering Unmasked Estep 
Score: -12459551.000000 Penalty: 5708.423340
	Iteration 41Q: 3 clusters Score -1.245955e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 99067 members 
Entering Unmasked Estep 
Score: -12459584.000000 Penalty: 5708.423340
	Iteration 42Q: 3 clusters Score -1.245958e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 99059 members 
Entering Unmasked Estep 
Score: -12459592.000000 Penalty: 5708.423340
	Iteration 43Q: 3 clusters Score -1.245959e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 99056 members 
Entering Unmasked Estep 
Score: -12459596.000000 Penalty: 5708.423340
	Iteration 44Q: 3 clusters Score -1.24596e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 99057 members 
Entering Unmasked Estep 
Score: -12459606.000000 Penalty: 5708.423340
	Iteration 45Q: 3 clusters Score -1.245961e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 99065 members 
Entering Unmasked Estep 
Score: -12459609.000000 Penalty: 5708.423340
	Iteration 46Q: 3 clusters Score -1.245961e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 99064 members 
Entering Unmasked Estep 
Score: -12459608.000000 Penalty: 5708.423340
	Iteration 47Q: 3 clusters Score -1.245961e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 99064 members 
Entering Unmasked Estep 
Score: -12459623.000000 Penalty: 5708.423340
	Iteration 48Q: 3 clusters Score -1.245962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 99064 members 
Entering Unmasked Estep 
Score: -12459622.000000 Penalty: 5708.423340
	Iteration 49Q: 3 clusters Score -1.245962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 99062 members 
Entering Unmasked Estep 
Score: -12459638.000000 Penalty: 5708.423340
	Iteration 50Q: 3 clusters Score -1.245964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 99058 members 
Entering Unmasked Estep 
Score: -12459640.000000 Penalty: 5708.423340
	Iteration 51Q: 3 clusters Score -1.245964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 99055 members 
Entering Unmasked Estep 
Score: -12459641.000000 Penalty: 5708.423340
	Iteration 52Q: 3 clusters Score -1.245964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 99055 members 
Entering Unmasked Estep 
Score: -12459647.000000 Penalty: 5708.423340
	Iteration 53Q: 3 clusters Score -1.245965e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 99055 members 
Entering Unmasked Estep 
Score: -12459647.000000 Penalty: 5708.423340
	Iteration 54F: 3 clusters Score -1.245965e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Entering Unmasked Estep 
Score: -2600907.250000 Penalty: 2474.829590
	Iteration 0F: 2 clusters Score -2600907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -2585892.750000 Penalty: 4949.659180
	Iteration 0F: 3 clusters Score -2585893 nChanged 9526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -2590910.250000 Penalty: 4949.659180
	Iteration 1F: 3 clusters Score -2590910 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -2591246.500000 Penalty: 4949.659180
	Iteration 2F: 3 clusters Score -2591246 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -2591486.500000 Penalty: 4949.659180
	Iteration 3Q: 3 clusters Score -2591486 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -2591722.250000 Penalty: 4949.659180
	Iteration 4Q: 3 clusters Score -2591722 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -2591935.750000 Penalty: 4949.659180
	Iteration 5Q: 3 clusters Score -2591936 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -2592145.000000 Penalty: 4949.659180
	Iteration 6Q: 3 clusters Score -2592145 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -2592357.250000 Penalty: 4949.659180
	Iteration 7Q: 3 clusters Score -2592357 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -2592613.000000 Penalty: 4949.659180
	Iteration 8Q: 3 clusters Score -2592613 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -2592892.500000 Penalty: 4949.659180
	Iteration 9Q: 3 clusters Score -2592892 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -2593208.250000 Penalty: 4949.659180
	Iteration 10Q: 3 clusters Score -2593208 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -2593598.500000 Penalty: 4949.659180
	Iteration 11Q: 3 clusters Score -2593598 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -2594085.750000 Penalty: 4949.659180
	Iteration 12Q: 3 clusters Score -2594086 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -2594701.250000 Penalty: 4949.659180
	Iteration 13Q: 3 clusters Score -2594701 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -2595356.750000 Penalty: 4949.659180
	Iteration 14Q: 3 clusters Score -2595357 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -2596044.750000 Penalty: 4949.659180
	Iteration 15Q: 3 clusters Score -2596045 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -2596740.250000 Penalty: 4949.659180
	Iteration 16Q: 3 clusters Score -2596740 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -2597363.500000 Penalty: 4949.659180
	Iteration 17Q: 3 clusters Score -2597364 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -2597828.750000 Penalty: 4949.659180
	Iteration 18Q: 3 clusters Score -2597829 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -2598146.500000 Penalty: 4949.659180
	Iteration 19Q: 3 clusters Score -2598146 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -2598347.000000 Penalty: 4949.659180
	Iteration 20F: 3 clusters Score -2598347 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -2598493.750000 Penalty: 4949.659180
	Iteration 21Q: 3 clusters Score -2598494 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -2598579.000000 Penalty: 4949.659180
	Iteration 22Q: 3 clusters Score -2598579 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -2598642.000000 Penalty: 4949.659180
	Iteration 23Q: 3 clusters Score -2598642 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -2598675.250000 Penalty: 4949.659180
	Iteration 24Q: 3 clusters Score -2598675 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -2598697.500000 Penalty: 4949.659180
	Iteration 25Q: 3 clusters Score -2598698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -2598715.000000 Penalty: 4949.659180
	Iteration 26Q: 3 clusters Score -2598715 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -2598726.250000 Penalty: 4949.659180
	Iteration 27Q: 3 clusters Score -2598726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -2598734.500000 Penalty: 4949.659180
	Iteration 28Q: 3 clusters Score -2598734 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -2598735.000000 Penalty: 4949.659180
	Iteration 29Q: 3 clusters Score -2598735 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -2598743.750000 Penalty: 4949.659180
	Iteration 30Q: 3 clusters Score -2598744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -2598745.250000 Penalty: 4949.659180
	Iteration 31Q: 3 clusters Score -2598745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -2598748.750000 Penalty: 4949.659180
	Iteration 32Q: 3 clusters Score -2598749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -2598751.250000 Penalty: 4949.659180
	Iteration 33Q: 3 clusters Score -2598751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -2598751.250000 Penalty: 4949.659180
	Iteration 34Q: 3 clusters Score -2598751 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -2598750.000000 Penalty: 4949.659180
	Iteration 35Q: 3 clusters Score -2598750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -2598751.750000 Penalty: 4949.659180
	Iteration 36Q: 3 clusters Score -2598752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -2598752.000000 Penalty: 4949.659180
	Iteration 37Q: 3 clusters Score -2598752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -2598754.250000 Penalty: 4949.659180
	Iteration 38Q: 3 clusters Score -2598754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -2598755.000000 Penalty: 4949.659180
	Iteration 39Q: 3 clusters Score -2598755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -2598755.500000 Penalty: 4949.659180
	Iteration 40F: 3 clusters Score -2598756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -2598758.250000 Penalty: 4949.659180
	Iteration 41Q: 3 clusters Score -2598758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -2598760.750000 Penalty: 4949.659180
	Iteration 42Q: 3 clusters Score -2598761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -2598763.000000 Penalty: 4949.659180
	Iteration 43Q: 3 clusters Score -2598763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -2598764.000000 Penalty: 4949.659180
	Iteration 44Q: 3 clusters Score -2598764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -2598765.250000 Penalty: 4949.659180
	Iteration 45Q: 3 clusters Score -2598765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -2598765.000000 Penalty: 4949.659180
	Iteration 46Q: 3 clusters Score -2598765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -2598765.000000 Penalty: 4949.659180
	Iteration 47F: 3 clusters Score -2598765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (42387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42387 members 
Entering Unmasked Estep 
Score: -5344839.500000 Penalty: 2642.340088
	Iteration 0F: 2 clusters Score -5344840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -5316211.000000 Penalty: 5284.680176
	Iteration 0F: 3 clusters Score -5316211 nChanged 19480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -5327293.500000 Penalty: 5284.680176
	Iteration 1F: 3 clusters Score -5327294 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -5329156.500000 Penalty: 5284.680176
	Iteration 2F: 3 clusters Score -5329156 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25416 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -5333020.500000 Penalty: 5284.680176
	Iteration 3F: 3 clusters Score -5333020 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28014 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -5338677.500000 Penalty: 5284.680176
	Iteration 4F: 3 clusters Score -5338678 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -5344034.000000 Penalty: 5284.680176
	Iteration 5F: 3 clusters Score -5344034 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33278 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -5347783.500000 Penalty: 5284.680176
	Iteration 6F: 3 clusters Score -5347784 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34140 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -5348953.500000 Penalty: 5284.680176
	Iteration 7Q: 3 clusters Score -5348954 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -5349275.000000 Penalty: 5284.680176
	Iteration 8Q: 3 clusters Score -5349275 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34919 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -5349411.000000 Penalty: 5284.680176
	Iteration 9Q: 3 clusters Score -5349411 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35166 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -5349470.000000 Penalty: 5284.680176
	Iteration 10Q: 3 clusters Score -5349470 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35368 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -5349528.000000 Penalty: 5284.680176
	Iteration 11Q: 3 clusters Score -5349528 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35513 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -5349548.500000 Penalty: 5284.680176
	Iteration 12Q: 3 clusters Score -5349548 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35607 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -5349574.500000 Penalty: 5284.680176
	Iteration 13Q: 3 clusters Score -5349574 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -5349590.000000 Penalty: 5284.680176
	Iteration 14Q: 3 clusters Score -5349590 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35758 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -5349586.500000 Penalty: 5284.680176
	Iteration 15Q: 3 clusters Score -5349586 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35815 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -5349579.000000 Penalty: 5284.680176
	Iteration 16Q: 3 clusters Score -5349579 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35858 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -5349588.000000 Penalty: 5284.680176
	Iteration 17Q: 3 clusters Score -5349588 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35891 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -5349598.000000 Penalty: 5284.680176
	Iteration 18Q: 3 clusters Score -5349598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35910 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -5349595.500000 Penalty: 5284.680176
	Iteration 19Q: 3 clusters Score -5349596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35925 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -5349605.000000 Penalty: 5284.680176
	Iteration 20F: 3 clusters Score -5349605 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35939 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -5349599.500000 Penalty: 5284.680176
	Iteration 21Q: 3 clusters Score -5349600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35948 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -5349601.500000 Penalty: 5284.680176
	Iteration 22Q: 3 clusters Score -5349602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35957 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -5349607.000000 Penalty: 5284.680176
	Iteration 23Q: 3 clusters Score -5349607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35963 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -5349598.000000 Penalty: 5284.680176
	Iteration 24Q: 3 clusters Score -5349598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -5349605.000000 Penalty: 5284.680176
	Iteration 25Q: 3 clusters Score -5349605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -5349606.500000 Penalty: 5284.680176
	Iteration 26Q: 3 clusters Score -5349606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -5349606.000000 Penalty: 5284.680176
	Iteration 27Q: 3 clusters Score -5349606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35981 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -5349608.500000 Penalty: 5284.680176
	Iteration 28Q: 3 clusters Score -5349608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35983 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -5349609.500000 Penalty: 5284.680176
	Iteration 29Q: 3 clusters Score -5349610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -5349608.000000 Penalty: 5284.680176
	Iteration 30Q: 3 clusters Score -5349608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35988 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -5349609.000000 Penalty: 5284.680176
	Iteration 31Q: 3 clusters Score -5349609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35989 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -5349609.500000 Penalty: 5284.680176
	Iteration 32Q: 3 clusters Score -5349610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35990 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -5349609.000000 Penalty: 5284.680176
	Iteration 33Q: 3 clusters Score -5349609 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -5349617.500000 Penalty: 5284.680176
	Iteration 34Q: 3 clusters Score -5349618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35993 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -5349611.000000 Penalty: 5284.680176
	Iteration 35Q: 3 clusters Score -5349611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35994 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -5349618.500000 Penalty: 5284.680176
	Iteration 36Q: 3 clusters Score -5349618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35996 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -5349622.000000 Penalty: 5284.680176
	Iteration 37Q: 3 clusters Score -5349622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35999 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -5349613.000000 Penalty: 5284.680176
	Iteration 38Q: 3 clusters Score -5349613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36002 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -5349616.500000 Penalty: 5284.680176
	Iteration 39Q: 3 clusters Score -5349616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36009 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -5349607.500000 Penalty: 5284.680176
	Iteration 40F: 3 clusters Score -5349608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36014 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -5349615.000000 Penalty: 5284.680176
	Iteration 41Q: 3 clusters Score -5349615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36018 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -5349616.500000 Penalty: 5284.680176
	Iteration 42Q: 3 clusters Score -5349616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36024 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -5349626.500000 Penalty: 5284.680176
	Iteration 43Q: 3 clusters Score -5349626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36029 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -5349624.000000 Penalty: 5284.680176
	Iteration 44Q: 3 clusters Score -5349624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36031 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -5349629.000000 Penalty: 5284.680176
	Iteration 45Q: 3 clusters Score -5349629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -5349626.000000 Penalty: 5284.680176
	Iteration 46Q: 3 clusters Score -5349626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36036 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -5349630.000000 Penalty: 5284.680176
	Iteration 47Q: 3 clusters Score -5349630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -5349631.000000 Penalty: 5284.680176
	Iteration 48Q: 3 clusters Score -5349631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36038 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -5349631.000000 Penalty: 5284.680176
	Iteration 49F: 3 clusters Score -5349631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 106627 members 
Mstep: Class 3 contains 14535 members 
Mstep: Class 4 contains 238991 members 
Mstep: Class 5 contains 3943 members 
Mstep: Class 6 contains 18781 members 
Mstep: Class 7 contains 2353 members 
Mstep: Class 8 contains 26824 members 
Mstep: Class 9 contains 5503 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 99600 members 
Mstep: Class 12 contains 21572 members 
Mstep: Class 13 contains 36038 members 
Mstep: Class 14 contains 4411 members 
Mstep: Class 15 contains 509 members 
Mstep: Class 16 contains 53137 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169294 members 
Mstep: Class 19 contains 270 members 
Mstep: Class 20 contains 2726 members 
Mstep: Class 21 contains 9152 members 
Mstep: Class 22 contains 31687 members 
Mstep: Class 23 contains 6349 members 
Entering Unmasked Estep 
Score: -104767440.000000 Penalty: 77926.218750
Splitting cluster 13 changes total score from -104759616.000000 to -104767440.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 14 (4411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Entering Unmasked Estep 
Score: -519485.968750 Penalty: 2081.180664
	Iteration 0F: 2 clusters Score -519486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -515344.531250 Penalty: 4162.361328
	Iteration 0F: 3 clusters Score -515344.5 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -516305.437500 Penalty: 4162.361328
	Iteration 1F: 3 clusters Score -516305.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -516516.062500 Penalty: 4162.361328
	Iteration 2F: 3 clusters Score -516516.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -516640.781250 Penalty: 4162.361328
	Iteration 3Q: 3 clusters Score -516640.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -516745.968750 Penalty: 4162.361328
	Iteration 4Q: 3 clusters Score -516746 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -516830.625000 Penalty: 4162.361328
	Iteration 5Q: 3 clusters Score -516830.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -516920.062500 Penalty: 4162.361328
	Iteration 6Q: 3 clusters Score -516920.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -517017.812500 Penalty: 4162.361328
	Iteration 7Q: 3 clusters Score -517017.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -517134.031250 Penalty: 4162.361328
	Iteration 8Q: 3 clusters Score -517134 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -517262.687500 Penalty: 4162.361328
	Iteration 9Q: 3 clusters Score -517262.7 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -517407.656250 Penalty: 4162.361328
	Iteration 10Q: 3 clusters Score -517407.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -517535.156250 Penalty: 4162.361328
	Iteration 11Q: 3 clusters Score -517535.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -517637.812500 Penalty: 4162.361328
	Iteration 12Q: 3 clusters Score -517637.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -517726.531250 Penalty: 4162.361328
	Iteration 13Q: 3 clusters Score -517726.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -517791.406250 Penalty: 4162.361328
	Iteration 14Q: 3 clusters Score -517791.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -517853.875000 Penalty: 4162.361328
	Iteration 15Q: 3 clusters Score -517853.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -517904.625000 Penalty: 4162.361328
	Iteration 16Q: 3 clusters Score -517904.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -517942.187500 Penalty: 4162.361328
	Iteration 17Q: 3 clusters Score -517942.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -517976.312500 Penalty: 4162.361328
	Iteration 18Q: 3 clusters Score -517976.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -517995.875000 Penalty: 4162.361328
	Iteration 19Q: 3 clusters Score -517995.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -518009.875000 Penalty: 4162.361328
	Iteration 20F: 3 clusters Score -518009.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -518020.875000 Penalty: 4162.361328
	Iteration 21Q: 3 clusters Score -518020.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -518029.156250 Penalty: 4162.361328
	Iteration 22Q: 3 clusters Score -518029.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -518035.750000 Penalty: 4162.361328
	Iteration 23Q: 3 clusters Score -518035.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -518045.593750 Penalty: 4162.361328
	Iteration 24Q: 3 clusters Score -518045.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -518050.437500 Penalty: 4162.361328
	Iteration 25Q: 3 clusters Score -518050.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -518058.218750 Penalty: 4162.361328
	Iteration 26Q: 3 clusters Score -518058.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -518061.906250 Penalty: 4162.361328
	Iteration 27Q: 3 clusters Score -518061.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -518066.812500 Penalty: 4162.361328
	Iteration 28Q: 3 clusters Score -518066.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -518070.562500 Penalty: 4162.361328
	Iteration 29Q: 3 clusters Score -518070.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -518071.687500 Penalty: 4162.361328
	Iteration 30Q: 3 clusters Score -518071.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -518072.781250 Penalty: 4162.361328
	Iteration 31Q: 3 clusters Score -518072.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -518072.781250 Penalty: 4162.361328
	Iteration 32F: 3 clusters Score -518072.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Entering Unmasked Estep 
Score: -58695.496094 Penalty: 1545.647095
	Iteration 0F: 2 clusters Score -58695.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -57206.082031 Penalty: 3091.294189
	Iteration 0F: 3 clusters Score -57206.08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -57381.089844 Penalty: 3091.294189
	Iteration 1F: 3 clusters Score -57381.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -57441.933594 Penalty: 3091.294189
	Iteration 2F: 3 clusters Score -57441.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -57451.968750 Penalty: 3091.294189
	Iteration 3Q: 3 clusters Score -57451.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -57453.679688 Penalty: 3091.294189
	Iteration 4Q: 3 clusters Score -57453.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -57454.554688 Penalty: 3091.294189
	Iteration 5Q: 3 clusters Score -57454.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -57455.570312 Penalty: 3091.294189
	Iteration 6Q: 3 clusters Score -57455.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -57455.570312 Penalty: 3091.294189
	Iteration 7F: 3 clusters Score -57455.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (53137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53137 members 
Entering Unmasked Estep 
Score: -6443656.500000 Penalty: 2698.395996
	Iteration 0F: 2 clusters Score -6443656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -6407849.000000 Penalty: 5396.791992
	Iteration 0F: 3 clusters Score -6407849 nChanged 24637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -6421375.000000 Penalty: 5396.791992
	Iteration 1F: 3 clusters Score -6421375 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 25952 members 
Entering Unmasked Estep 
Score: -6421825.500000 Penalty: 5396.791992
	Iteration 2Q: 3 clusters Score -6421826 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -6422229.500000 Penalty: 5396.791992
	Iteration 3Q: 3 clusters Score -6422230 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 24617 members 
Entering Unmasked Estep 
Score: -6422673.000000 Penalty: 5396.791992
	Iteration 4Q: 3 clusters Score -6422673 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -6423234.000000 Penalty: 5396.791992
	Iteration 5Q: 3 clusters Score -6423234 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 21939 members 
Entering Unmasked Estep 
Score: -6424009.000000 Penalty: 5396.791992
	Iteration 6Q: 3 clusters Score -6424009 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -6425155.000000 Penalty: 5396.791992
	Iteration 7Q: 3 clusters Score -6425155 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36170 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -6426753.500000 Penalty: 5396.791992
	Iteration 8F: 3 clusters Score -6426754 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39673 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -6429273.000000 Penalty: 5396.791992
	Iteration 9F: 3 clusters Score -6429273 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43554 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -6432432.000000 Penalty: 5396.791992
	Iteration 10F: 3 clusters Score -6432432 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47207 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -6435741.000000 Penalty: 5396.791992
	Iteration 11F: 3 clusters Score -6435741 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49948 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -6438354.000000 Penalty: 5396.791992
	Iteration 12F: 3 clusters Score -6438354 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51641 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -6440054.000000 Penalty: 5396.791992
	Iteration 13Q: 3 clusters Score -6440054 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52428 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -6440812.500000 Penalty: 5396.791992
	Iteration 14Q: 3 clusters Score -6440812 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52695 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -6441098.500000 Penalty: 5396.791992
	Iteration 15Q: 3 clusters Score -6441098 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52775 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -6441180.000000 Penalty: 5396.791992
	Iteration 16Q: 3 clusters Score -6441180 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52812 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -6441231.500000 Penalty: 5396.791992
	Iteration 17Q: 3 clusters Score -6441232 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52831 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -6441259.500000 Penalty: 5396.791992
	Iteration 18Q: 3 clusters Score -6441260 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52854 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -6441285.500000 Penalty: 5396.791992
	Iteration 19Q: 3 clusters Score -6441286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52867 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -6441316.500000 Penalty: 5396.791992
	Iteration 20F: 3 clusters Score -6441316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52873 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -6441317.000000 Penalty: 5396.791992
	Iteration 21Q: 3 clusters Score -6441317 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52874 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -6441325.500000 Penalty: 5396.791992
	Iteration 22Q: 3 clusters Score -6441326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52873 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -6441326.500000 Penalty: 5396.791992
	Iteration 23Q: 3 clusters Score -6441326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52872 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -6441327.500000 Penalty: 5396.791992
	Iteration 24Q: 3 clusters Score -6441328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52872 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -6441327.500000 Penalty: 5396.791992
	Iteration 25F: 3 clusters Score -6441328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Entering Unmasked Estep 
Score: -106771.148438 Penalty: 1692.174927
	Iteration 0F: 2 clusters Score -106771.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -104883.757812 Penalty: 3384.349854
	Iteration 0F: 3 clusters Score -104883.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -105182.242188 Penalty: 3384.349854
	Iteration 1F: 3 clusters Score -105182.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -105313.828125 Penalty: 3384.349854
	Iteration 2F: 3 clusters Score -105313.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -105429.507812 Penalty: 3384.349854
	Iteration 3Q: 3 clusters Score -105429.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -105501.000000 Penalty: 3384.349854
	Iteration 4Q: 3 clusters Score -105501 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -105530.335938 Penalty: 3384.349854
	Iteration 5Q: 3 clusters Score -105530.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -105546.328125 Penalty: 3384.349854
	Iteration 6Q: 3 clusters Score -105546.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -105557.546875 Penalty: 3384.349854
	Iteration 7Q: 3 clusters Score -105557.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -105564.484375 Penalty: 3384.349854
	Iteration 8Q: 3 clusters Score -105564.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -105567.554688 Penalty: 3384.349854
	Iteration 9Q: 3 clusters Score -105567.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -105569.601562 Penalty: 3384.349854
	Iteration 10Q: 3 clusters Score -105569.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -105571.359375 Penalty: 3384.349854
	Iteration 11Q: 3 clusters Score -105571.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -105574.765625 Penalty: 3384.349854
	Iteration 12Q: 3 clusters Score -105574.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -105579.562500 Penalty: 3384.349854
	Iteration 13Q: 3 clusters Score -105579.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -105585.343750 Penalty: 3384.349854
	Iteration 14Q: 3 clusters Score -105585.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -105585.343750 Penalty: 3384.349854
	Iteration 15F: 3 clusters Score -105585.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (169294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169294 members 
Entering Unmasked Estep 
Score: -21065968.000000 Penalty: 2985.769287
	Iteration 0F: 2 clusters Score -2.106597e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84240 members 
Mstep: Class 2 contains 85054 members 
Entering Unmasked Estep 
Score: -20953304.000000 Penalty: 5971.538574
	Iteration 0F: 3 clusters Score -2.09533e+07 nChanged 80992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77108 members 
Mstep: Class 2 contains 92186 members 
Entering Unmasked Estep 
Score: -21001602.000000 Penalty: 5971.538574
	Iteration 1F: 3 clusters Score -2.10016e+07 nChanged 6270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72732 members 
Mstep: Class 2 contains 96562 members 
Entering Unmasked Estep 
Score: -21003678.000000 Penalty: 5971.538574
	Iteration 2Q: 3 clusters Score -2.100368e+07 nChanged 7715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66255 members 
Mstep: Class 2 contains 103039 members 
Entering Unmasked Estep 
Score: -21007238.000000 Penalty: 5971.538574
	Iteration 3Q: 3 clusters Score -2.100724e+07 nChanged 10298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56841 members 
Mstep: Class 2 contains 112453 members 
Entering Unmasked Estep 
Score: -21013564.000000 Penalty: 5971.538574
	Iteration 4F: 3 clusters Score -2.101356e+07 nChanged 13258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44255 members 
Mstep: Class 2 contains 125039 members 
Entering Unmasked Estep 
Score: -21023960.000000 Penalty: 5971.538574
	Iteration 5F: 3 clusters Score -2.102396e+07 nChanged 14578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 139011 members 
Entering Unmasked Estep 
Score: -21037588.000000 Penalty: 5971.538574
	Iteration 6F: 3 clusters Score -2.103759e+07 nChanged 12430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 151039 members 
Entering Unmasked Estep 
Score: -21049700.000000 Penalty: 5971.538574
	Iteration 7F: 3 clusters Score -2.10497e+07 nChanged 7760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 158527 members 
Entering Unmasked Estep 
Score: -21056870.000000 Penalty: 5971.538574
	Iteration 8Q: 3 clusters Score -2.105687e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 162136 members 
Entering Unmasked Estep 
Score: -21060418.000000 Penalty: 5971.538574
	Iteration 9Q: 3 clusters Score -2.106042e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 163739 members 
Entering Unmasked Estep 
Score: -21062236.000000 Penalty: 5971.538574
	Iteration 10Q: 3 clusters Score -2.106224e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 164543 members 
Entering Unmasked Estep 
Score: -21063030.000000 Penalty: 5971.538574
	Iteration 11Q: 3 clusters Score -2.106303e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 164994 members 
Entering Unmasked Estep 
Score: -21063468.000000 Penalty: 5971.538574
	Iteration 12Q: 3 clusters Score -2.106347e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 165252 members 
Entering Unmasked Estep 
Score: -21063664.000000 Penalty: 5971.538574
	Iteration 13Q: 3 clusters Score -2.106366e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 165433 members 
Entering Unmasked Estep 
Score: -21063786.000000 Penalty: 5971.538574
	Iteration 14Q: 3 clusters Score -2.106379e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 165561 members 
Entering Unmasked Estep 
Score: -21063870.000000 Penalty: 5971.538574
	Iteration 15Q: 3 clusters Score -2.106387e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 165646 members 
Entering Unmasked Estep 
Score: -21063916.000000 Penalty: 5971.538574
	Iteration 16Q: 3 clusters Score -2.106392e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 165723 members 
Entering Unmasked Estep 
Score: -21063980.000000 Penalty: 5971.538574
	Iteration 17Q: 3 clusters Score -2.106398e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 165775 members 
Entering Unmasked Estep 
Score: -21064060.000000 Penalty: 5971.538574
	Iteration 18Q: 3 clusters Score -2.106406e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 165826 members 
Entering Unmasked Estep 
Score: -21064068.000000 Penalty: 5971.538574
	Iteration 19Q: 3 clusters Score -2.106407e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 165866 members 
Entering Unmasked Estep 
Score: -21064072.000000 Penalty: 5971.538574
	Iteration 20F: 3 clusters Score -2.106407e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 165912 members 
Entering Unmasked Estep 
Score: -21064096.000000 Penalty: 5971.538574
	Iteration 21Q: 3 clusters Score -2.10641e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 165946 members 
Entering Unmasked Estep 
Score: -21064136.000000 Penalty: 5971.538574
	Iteration 22Q: 3 clusters Score -2.106414e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 165970 members 
Entering Unmasked Estep 
Score: -21064152.000000 Penalty: 5971.538574
	Iteration 23Q: 3 clusters Score -2.106415e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 166001 members 
Entering Unmasked Estep 
Score: -21064140.000000 Penalty: 5971.538574
	Iteration 24Q: 3 clusters Score -2.106414e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 166019 members 
Entering Unmasked Estep 
Score: -21064140.000000 Penalty: 5971.538574
	Iteration 25Q: 3 clusters Score -2.106414e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 166034 members 
Entering Unmasked Estep 
Score: -21064152.000000 Penalty: 5971.538574
	Iteration 26Q: 3 clusters Score -2.106415e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 166054 members 
Entering Unmasked Estep 
Score: -21064138.000000 Penalty: 5971.538574
	Iteration 27Q: 3 clusters Score -2.106414e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 166067 members 
Entering Unmasked Estep 
Score: -21064122.000000 Penalty: 5971.538574
	Iteration 28Q: 3 clusters Score -2.106412e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 166075 members 
Entering Unmasked Estep 
Score: -21064124.000000 Penalty: 5971.538574
	Iteration 29Q: 3 clusters Score -2.106412e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 166087 members 
Entering Unmasked Estep 
Score: -21064138.000000 Penalty: 5971.538574
	Iteration 30Q: 3 clusters Score -2.106414e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 166096 members 
Entering Unmasked Estep 
Score: -21064142.000000 Penalty: 5971.538574
	Iteration 31Q: 3 clusters Score -2.106414e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 166112 members 
Entering Unmasked Estep 
Score: -21064144.000000 Penalty: 5971.538574
	Iteration 32Q: 3 clusters Score -2.106414e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 166124 members 
Entering Unmasked Estep 
Score: -21064150.000000 Penalty: 5971.538574
	Iteration 33Q: 3 clusters Score -2.106415e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 166134 members 
Entering Unmasked Estep 
Score: -21064134.000000 Penalty: 5971.538574
	Iteration 34Q: 3 clusters Score -2.106413e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 166148 members 
Entering Unmasked Estep 
Score: -21064120.000000 Penalty: 5971.538574
	Iteration 35Q: 3 clusters Score -2.106412e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 166155 members 
Entering Unmasked Estep 
Score: -21064116.000000 Penalty: 5971.538574
	Iteration 36Q: 3 clusters Score -2.106412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 166158 members 
Entering Unmasked Estep 
Score: -21064134.000000 Penalty: 5971.538574
	Iteration 37Q: 3 clusters Score -2.106413e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 166165 members 
Entering Unmasked Estep 
Score: -21064146.000000 Penalty: 5971.538574
	Iteration 38Q: 3 clusters Score -2.106415e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 166170 members 
Entering Unmasked Estep 
Score: -21064158.000000 Penalty: 5971.538574
	Iteration 39Q: 3 clusters Score -2.106416e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 166176 members 
Entering Unmasked Estep 
Score: -21064144.000000 Penalty: 5971.538574
	Iteration 40F: 3 clusters Score -2.106414e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 166180 members 
Entering Unmasked Estep 
Score: -21064150.000000 Penalty: 5971.538574
	Iteration 41Q: 3 clusters Score -2.106415e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 166183 members 
Entering Unmasked Estep 
Score: -21064158.000000 Penalty: 5971.538574
	Iteration 42Q: 3 clusters Score -2.106416e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 166186 members 
Entering Unmasked Estep 
Score: -21064156.000000 Penalty: 5971.538574
	Iteration 43Q: 3 clusters Score -2.106416e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 166187 members 
Entering Unmasked Estep 
Score: -21064158.000000 Penalty: 5971.538574
	Iteration 44Q: 3 clusters Score -2.106416e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 166190 members 
Entering Unmasked Estep 
Score: -21064150.000000 Penalty: 5971.538574
	Iteration 45Q: 3 clusters Score -2.106415e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 166192 members 
Entering Unmasked Estep 
Score: -21064136.000000 Penalty: 5971.538574
	Iteration 46Q: 3 clusters Score -2.106414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 166193 members 
Entering Unmasked Estep 
Score: -21064142.000000 Penalty: 5971.538574
	Iteration 47Q: 3 clusters Score -2.106414e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 166193 members 
Entering Unmasked Estep 
Score: -21064142.000000 Penalty: 5971.538574
	Iteration 48F: 3 clusters Score -2.106414e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Entering Unmasked Estep 
Score: -26066.890625 Penalty: 1388.408691
	Iteration 0F: 2 clusters Score -26066.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -24925.332031 Penalty: 2776.817383
	Iteration 0F: 3 clusters Score -24925.33 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -25030.494141 Penalty: 2776.817383
	Iteration 1F: 3 clusters Score -25030.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -25066.517578 Penalty: 2776.817383
	Iteration 2Q: 3 clusters Score -25066.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -25069.968750 Penalty: 2776.817383
	Iteration 3Q: 3 clusters Score -25069.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -25079.070312 Penalty: 2776.817383
	Iteration 4Q: 3 clusters Score -25079.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -25092.425781 Penalty: 2776.817383
	Iteration 5Q: 3 clusters Score -25092.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -25107.724609 Penalty: 2776.817383
	Iteration 6Q: 3 clusters Score -25107.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -25118.214844 Penalty: 2776.817383
	Iteration 7Q: 3 clusters Score -25118.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -25128.466797 Penalty: 2776.817383
	Iteration 8Q: 3 clusters Score -25128.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -25135.160156 Penalty: 2776.817383
	Iteration 9Q: 3 clusters Score -25135.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -25151.009766 Penalty: 2776.817383
	Iteration 10Q: 3 clusters Score -25151.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -25151.009766 Penalty: 2776.817383
	Iteration 11F: 3 clusters Score -25151.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Entering Unmasked Estep 
Score: -308313.781250 Penalty: 1961.826538
	Iteration 0F: 2 clusters Score -308313.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -305181.531250 Penalty: 3923.653076
	Iteration 0F: 3 clusters Score -305181.5 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -305852.781250 Penalty: 3923.653076
	Iteration 1F: 3 clusters Score -305852.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -306003.187500 Penalty: 3923.653076
	Iteration 2F: 3 clusters Score -306003.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -306095.281250 Penalty: 3923.653076
	Iteration 3Q: 3 clusters Score -306095.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -306166.250000 Penalty: 3923.653076
	Iteration 4Q: 3 clusters Score -306166.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -306226.468750 Penalty: 3923.653076
	Iteration 5Q: 3 clusters Score -306226.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -306266.031250 Penalty: 3923.653076
	Iteration 6Q: 3 clusters Score -306266 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -306289.375000 Penalty: 3923.653076
	Iteration 7Q: 3 clusters Score -306289.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -306308.593750 Penalty: 3923.653076
	Iteration 8Q: 3 clusters Score -306308.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -306330.312500 Penalty: 3923.653076
	Iteration 9Q: 3 clusters Score -306330.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -306346.750000 Penalty: 3923.653076
	Iteration 10Q: 3 clusters Score -306346.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -306355.906250 Penalty: 3923.653076
	Iteration 11Q: 3 clusters Score -306355.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -306361.687500 Penalty: 3923.653076
	Iteration 12Q: 3 clusters Score -306361.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -306367.593750 Penalty: 3923.653076
	Iteration 13Q: 3 clusters Score -306367.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -306374.875000 Penalty: 3923.653076
	Iteration 14Q: 3 clusters Score -306374.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -306380.468750 Penalty: 3923.653076
	Iteration 15Q: 3 clusters Score -306380.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -306383.812500 Penalty: 3923.653076
	Iteration 16Q: 3 clusters Score -306383.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -306388.625000 Penalty: 3923.653076
	Iteration 17Q: 3 clusters Score -306388.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -306396.687500 Penalty: 3923.653076
	Iteration 18Q: 3 clusters Score -306396.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -306402.062500 Penalty: 3923.653076
	Iteration 19Q: 3 clusters Score -306402.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -306407.375000 Penalty: 3923.653076
	Iteration 20F: 3 clusters Score -306407.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -306413.156250 Penalty: 3923.653076
	Iteration 21Q: 3 clusters Score -306413.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -306419.125000 Penalty: 3923.653076
	Iteration 22Q: 3 clusters Score -306419.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -306426.062500 Penalty: 3923.653076
	Iteration 23Q: 3 clusters Score -306426.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -306438.125000 Penalty: 3923.653076
	Iteration 24Q: 3 clusters Score -306438.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -306453.031250 Penalty: 3923.653076
	Iteration 25Q: 3 clusters Score -306453 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -306476.875000 Penalty: 3923.653076
	Iteration 26Q: 3 clusters Score -306476.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -306503.250000 Penalty: 3923.653076
	Iteration 27Q: 3 clusters Score -306503.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -306530.312500 Penalty: 3923.653076
	Iteration 28Q: 3 clusters Score -306530.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -306550.062500 Penalty: 3923.653076
	Iteration 29Q: 3 clusters Score -306550.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -306580.937500 Penalty: 3923.653076
	Iteration 30Q: 3 clusters Score -306580.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -306614.156250 Penalty: 3923.653076
	Iteration 31Q: 3 clusters Score -306614.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -306657.312500 Penalty: 3923.653076
	Iteration 32Q: 3 clusters Score -306657.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -306708.531250 Penalty: 3923.653076
	Iteration 33Q: 3 clusters Score -306708.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -306749.437500 Penalty: 3923.653076
	Iteration 34Q: 3 clusters Score -306749.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -306778.031250 Penalty: 3923.653076
	Iteration 35Q: 3 clusters Score -306778 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -306807.562500 Penalty: 3923.653076
	Iteration 36Q: 3 clusters Score -306807.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -306832.093750 Penalty: 3923.653076
	Iteration 37Q: 3 clusters Score -306832.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -306850.312500 Penalty: 3923.653076
	Iteration 38Q: 3 clusters Score -306850.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -306866.406250 Penalty: 3923.653076
	Iteration 39Q: 3 clusters Score -306866.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -306884.875000 Penalty: 3923.653076
	Iteration 40F: 3 clusters Score -306884.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -306898.718750 Penalty: 3923.653076
	Iteration 41Q: 3 clusters Score -306898.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -306907.750000 Penalty: 3923.653076
	Iteration 42Q: 3 clusters Score -306907.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -306913.531250 Penalty: 3923.653076
	Iteration 43Q: 3 clusters Score -306913.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -306923.218750 Penalty: 3923.653076
	Iteration 44Q: 3 clusters Score -306923.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -306927.031250 Penalty: 3923.653076
	Iteration 45Q: 3 clusters Score -306927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -306930.468750 Penalty: 3923.653076
	Iteration 46Q: 3 clusters Score -306930.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -306932.375000 Penalty: 3923.653076
	Iteration 47Q: 3 clusters Score -306932.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -306936.312500 Penalty: 3923.653076
	Iteration 48Q: 3 clusters Score -306936.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -306940.500000 Penalty: 3923.653076
	Iteration 49Q: 3 clusters Score -306940.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -306942.031250 Penalty: 3923.653076
	Iteration 50Q: 3 clusters Score -306942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -306944.281250 Penalty: 3923.653076
	Iteration 51Q: 3 clusters Score -306944.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -306946.125000 Penalty: 3923.653076
	Iteration 52Q: 3 clusters Score -306946.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -306948.156250 Penalty: 3923.653076
	Iteration 53Q: 3 clusters Score -306948.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -306949.843750 Penalty: 3923.653076
	Iteration 54Q: 3 clusters Score -306949.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -306949.656250 Penalty: 3923.653076
	Iteration 55Q: 3 clusters Score -306949.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -306950.625000 Penalty: 3923.653076
	Iteration 56Q: 3 clusters Score -306950.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -306950.625000 Penalty: 3923.653076
	Iteration 57F: 3 clusters Score -306950.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Entering Unmasked Estep 
Score: -1165232.750000 Penalty: 2262.188477
	Iteration 0F: 2 clusters Score -1165233 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1158079.750000 Penalty: 4524.376953
	Iteration 0F: 3 clusters Score -1158080 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1160010.125000 Penalty: 4524.376953
	Iteration 1F: 3 clusters Score -1160010 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1160274.875000 Penalty: 4524.376953
	Iteration 2F: 3 clusters Score -1160275 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1160467.500000 Penalty: 4524.376953
	Iteration 3F: 3 clusters Score -1160468 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1160609.375000 Penalty: 4524.376953
	Iteration 4Q: 3 clusters Score -1160609 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1160716.125000 Penalty: 4524.376953
	Iteration 5Q: 3 clusters Score -1160716 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1160803.125000 Penalty: 4524.376953
	Iteration 6Q: 3 clusters Score -1160803 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1160868.375000 Penalty: 4524.376953
	Iteration 7Q: 3 clusters Score -1160868 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1160930.375000 Penalty: 4524.376953
	Iteration 8Q: 3 clusters Score -1160930 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1160990.125000 Penalty: 4524.376953
	Iteration 9Q: 3 clusters Score -1160990 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1161056.000000 Penalty: 4524.376953
	Iteration 10Q: 3 clusters Score -1161056 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -1161130.625000 Penalty: 4524.376953
	Iteration 11Q: 3 clusters Score -1161131 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1161229.125000 Penalty: 4524.376953
	Iteration 12Q: 3 clusters Score -1161229 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1161343.750000 Penalty: 4524.376953
	Iteration 13Q: 3 clusters Score -1161344 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1161506.000000 Penalty: 4524.376953
	Iteration 14Q: 3 clusters Score -1161506 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1161711.000000 Penalty: 4524.376953
	Iteration 15Q: 3 clusters Score -1161711 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1161945.750000 Penalty: 4524.376953
	Iteration 16Q: 3 clusters Score -1161946 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1162239.750000 Penalty: 4524.376953
	Iteration 17Q: 3 clusters Score -1162240 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1162488.375000 Penalty: 4524.376953
	Iteration 18Q: 3 clusters Score -1162488 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1162660.250000 Penalty: 4524.376953
	Iteration 19Q: 3 clusters Score -1162660 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1162779.375000 Penalty: 4524.376953
	Iteration 20F: 3 clusters Score -1162779 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1162866.375000 Penalty: 4524.376953
	Iteration 21Q: 3 clusters Score -1162866 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1162950.000000 Penalty: 4524.376953
	Iteration 22Q: 3 clusters Score -1162950 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -1163012.250000 Penalty: 4524.376953
	Iteration 23Q: 3 clusters Score -1163012 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1163063.250000 Penalty: 4524.376953
	Iteration 24Q: 3 clusters Score -1163063 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1163099.375000 Penalty: 4524.376953
	Iteration 25Q: 3 clusters Score -1163099 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1163119.500000 Penalty: 4524.376953
	Iteration 26Q: 3 clusters Score -1163120 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1163147.875000 Penalty: 4524.376953
	Iteration 27Q: 3 clusters Score -1163148 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1163162.375000 Penalty: 4524.376953
	Iteration 28Q: 3 clusters Score -1163162 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1163178.750000 Penalty: 4524.376953
	Iteration 29Q: 3 clusters Score -1163179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1163186.625000 Penalty: 4524.376953
	Iteration 30Q: 3 clusters Score -1163187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1163192.375000 Penalty: 4524.376953
	Iteration 31Q: 3 clusters Score -1163192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1163191.375000 Penalty: 4524.376953
	Iteration 32Q: 3 clusters Score -1163191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1163192.500000 Penalty: 4524.376953
	Iteration 33Q: 3 clusters Score -1163192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1163192.500000 Penalty: 4524.376953
	Iteration 34F: 3 clusters Score -1163192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 106627 members 
Mstep: Class 3 contains 14535 members 
Mstep: Class 4 contains 238991 members 
Mstep: Class 5 contains 3943 members 
Mstep: Class 6 contains 18781 members 
Mstep: Class 7 contains 2353 members 
Mstep: Class 8 contains 26824 members 
Mstep: Class 9 contains 5503 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 99600 members 
Mstep: Class 12 contains 21572 members 
Mstep: Class 13 contains 36038 members 
Mstep: Class 14 contains 4411 members 
Mstep: Class 15 contains 509 members 
Mstep: Class 16 contains 53137 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169294 members 
Mstep: Class 19 contains 270 members 
Mstep: Class 20 contains 2726 members 
Mstep: Class 21 contains 9152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104768776.000000 Penalty: 77926.218750
Iteration 79Q: 24 clusters Score -1.047688e+08 nChanged 6792
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 106079 members 
Mstep: Class 3 contains 14561 members 
Mstep: Class 4 contains 236500 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 18626 members 
Mstep: Class 7 contains 2397 members 
Mstep: Class 8 contains 26825 members 
Mstep: Class 9 contains 5481 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 99550 members 
Mstep: Class 12 contains 21510 members 
Mstep: Class 13 contains 36760 members 
Mstep: Class 14 contains 4412 members 
Mstep: Class 15 contains 509 members 
Mstep: Class 16 contains 53107 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 172384 members 
Mstep: Class 19 contains 270 members 
Mstep: Class 20 contains 2728 members 
Mstep: Class 21 contains 9137 members 
Mstep: Class 22 contains 31111 members 
Mstep: Class 23 contains 6324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769616.000000 Penalty: 77926.218750
Iteration 80F: 24 clusters Score -1.047696e+08 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 105410 members 
Mstep: Class 3 contains 14563 members 
Mstep: Class 4 contains 234346 members 
Mstep: Class 5 contains 4012 members 
Mstep: Class 6 contains 18520 members 
Mstep: Class 7 contains 2387 members 
Mstep: Class 8 contains 26828 members 
Mstep: Class 9 contains 5484 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 98942 members 
Mstep: Class 12 contains 21448 members 
Mstep: Class 13 contains 37147 members 
Mstep: Class 14 contains 4414 members 
Mstep: Class 15 contains 509 members 
Mstep: Class 16 contains 53085 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 175085 members 
Mstep: Class 19 contains 270 members 
Mstep: Class 20 contains 2729 members 
Mstep: Class 21 contains 9123 members 
Mstep: Class 22 contains 31631 members 
Mstep: Class 23 contains 6358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104770264.000000 Penalty: 77926.218750
Iteration 81Q: 24 clusters Score -1.047703e+08 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 104769 members 
Mstep: Class 3 contains 14572 members 
Mstep: Class 4 contains 232464 members 
Mstep: Class 5 contains 3992 members 
Mstep: Class 6 contains 18427 members 
Mstep: Class 7 contains 2378 members 
Mstep: Class 8 contains 26831 members 
Mstep: Class 9 contains 5519 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 98432 members 
Mstep: Class 12 contains 21423 members 
Mstep: Class 13 contains 37381 members 
Mstep: Class 14 contains 4416 members 
Mstep: Class 15 contains 509 members 
Mstep: Class 16 contains 53092 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 177590 members 
Mstep: Class 19 contains 270 members 
Mstep: Class 20 contains 2731 members 
Mstep: Class 21 contains 9098 members 
Mstep: Class 22 contains 31987 members 
Mstep: Class 23 contains 6409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771024.000000 Penalty: 77926.218750
Iteration 82Q: 24 clusters Score -1.04771e+08 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 104138 members 
Mstep: Class 3 contains 14574 members 
Mstep: Class 4 contains 230783 members 
Mstep: Class 5 contains 3968 members 
Mstep: Class 6 contains 18332 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 26804 members 
Mstep: Class 9 contains 5551 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97889 members 
Mstep: Class 12 contains 21408 members 
Mstep: Class 13 contains 37579 members 
Mstep: Class 14 contains 4420 members 
Mstep: Class 15 contains 509 members 
Mstep: Class 16 contains 53092 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 180053 members 
Mstep: Class 19 contains 270 members 
Mstep: Class 20 contains 2734 members 
Mstep: Class 21 contains 9082 members 
Mstep: Class 22 contains 32293 members 
Mstep: Class 23 contains 6443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771584.000000 Penalty: 77926.218750
Iteration 83Q: 24 clusters Score -1.047716e+08 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 103537 members 
Mstep: Class 3 contains 14581 members 
Mstep: Class 4 contains 229280 members 
Mstep: Class 5 contains 3952 members 
Mstep: Class 6 contains 18260 members 
Mstep: Class 7 contains 2365 members 
Mstep: Class 8 contains 26786 members 
Mstep: Class 9 contains 5573 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97371 members 
Mstep: Class 12 contains 21401 members 
Mstep: Class 13 contains 37715 members 
Mstep: Class 14 contains 4422 members 
Mstep: Class 15 contains 509 members 
Mstep: Class 16 contains 53109 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 182299 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2732 members 
Mstep: Class 21 contains 9082 members 
Mstep: Class 22 contains 32551 members 
Mstep: Class 23 contains 6483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771576.000000 Penalty: 77926.218750
Iteration 84Q: 24 clusters Score -1.047716e+08 nChanged 4403
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 102951 members 
Mstep: Class 3 contains 14573 members 
Mstep: Class 4 contains 227923 members 
Mstep: Class 5 contains 3937 members 
Mstep: Class 6 contains 18182 members 
Mstep: Class 7 contains 2357 members 
Mstep: Class 8 contains 26802 members 
Mstep: Class 9 contains 5597 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 96878 members 
Mstep: Class 12 contains 21405 members 
Mstep: Class 13 contains 37851 members 
Mstep: Class 14 contains 4425 members 
Mstep: Class 15 contains 510 members 
Mstep: Class 16 contains 53134 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 184358 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 9071 members 
Mstep: Class 22 contains 32801 members 
Mstep: Class 23 contains 6508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771096.000000 Penalty: 77926.218750
Iteration 85Q: 24 clusters Score -1.047711e+08 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 102401 members 
Mstep: Class 3 contains 14584 members 
Mstep: Class 4 contains 226692 members 
Mstep: Class 5 contains 3925 members 
Mstep: Class 6 contains 18097 members 
Mstep: Class 7 contains 2353 members 
Mstep: Class 8 contains 26830 members 
Mstep: Class 9 contains 5618 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 96421 members 
Mstep: Class 12 contains 21409 members 
Mstep: Class 13 contains 37945 members 
Mstep: Class 14 contains 4429 members 
Mstep: Class 15 contains 510 members 
Mstep: Class 16 contains 53152 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 186248 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2735 members 
Mstep: Class 21 contains 9083 members 
Mstep: Class 22 contains 33036 members 
Mstep: Class 23 contains 6525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771288.000000 Penalty: 77926.218750
Iteration 86Q: 24 clusters Score -1.047713e+08 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 101854 members 
Mstep: Class 3 contains 14589 members 
Mstep: Class 4 contains 225715 members 
Mstep: Class 5 contains 3917 members 
Mstep: Class 6 contains 18028 members 
Mstep: Class 7 contains 2352 members 
Mstep: Class 8 contains 26827 members 
Mstep: Class 9 contains 5634 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 96006 members 
Mstep: Class 12 contains 21412 members 
Mstep: Class 13 contains 38002 members 
Mstep: Class 14 contains 4432 members 
Mstep: Class 15 contains 510 members 
Mstep: Class 16 contains 53162 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 187928 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2737 members 
Mstep: Class 21 contains 9107 members 
Mstep: Class 22 contains 33241 members 
Mstep: Class 23 contains 6539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771696.000000 Penalty: 77926.218750
Iteration 87Q: 24 clusters Score -1.047717e+08 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 101351 members 
Mstep: Class 3 contains 14591 members 
Mstep: Class 4 contains 224876 members 
Mstep: Class 5 contains 3898 members 
Mstep: Class 6 contains 17964 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 26833 members 
Mstep: Class 9 contains 5644 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 95636 members 
Mstep: Class 12 contains 21398 members 
Mstep: Class 13 contains 38037 members 
Mstep: Class 14 contains 4437 members 
Mstep: Class 15 contains 510 members 
Mstep: Class 16 contains 53186 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 189429 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2738 members 
Mstep: Class 21 contains 9114 members 
Mstep: Class 22 contains 33445 members 
Mstep: Class 23 contains 6556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771768.000000 Penalty: 77926.218750
Iteration 88Q: 24 clusters Score -1.047718e+08 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 100846 members 
Mstep: Class 3 contains 14594 members 
Mstep: Class 4 contains 224265 members 
Mstep: Class 5 contains 3890 members 
Mstep: Class 6 contains 17901 members 
Mstep: Class 7 contains 2351 members 
Mstep: Class 8 contains 26832 members 
Mstep: Class 9 contains 5652 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 95245 members 
Mstep: Class 12 contains 21374 members 
Mstep: Class 13 contains 38062 members 
Mstep: Class 14 contains 4441 members 
Mstep: Class 15 contains 511 members 
Mstep: Class 16 contains 53209 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 190745 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2740 members 
Mstep: Class 21 contains 9134 members 
Mstep: Class 22 contains 33631 members 
Mstep: Class 23 contains 6570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104772208.000000 Penalty: 77926.218750
Iteration 89Q: 24 clusters Score -1.047722e+08 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 100374 members 
Mstep: Class 3 contains 14612 members 
Mstep: Class 4 contains 223773 members 
Mstep: Class 5 contains 3892 members 
Mstep: Class 6 contains 17811 members 
Mstep: Class 7 contains 2354 members 
Mstep: Class 8 contains 26845 members 
Mstep: Class 9 contains 5652 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 94887 members 
Mstep: Class 12 contains 21370 members 
Mstep: Class 13 contains 38092 members 
Mstep: Class 14 contains 4444 members 
Mstep: Class 15 contains 512 members 
Mstep: Class 16 contains 53247 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 191823 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2741 members 
Mstep: Class 21 contains 9165 members 
Mstep: Class 22 contains 33814 members 
Mstep: Class 23 contains 6579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104772192.000000 Penalty: 77926.218750
Iteration 90Q: 24 clusters Score -1.047722e+08 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 99918 members 
Mstep: Class 3 contains 14623 members 
Mstep: Class 4 contains 223369 members 
Mstep: Class 5 contains 3889 members 
Mstep: Class 6 contains 17746 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 26842 members 
Mstep: Class 9 contains 5657 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 94575 members 
Mstep: Class 12 contains 21360 members 
Mstep: Class 13 contains 38118 members 
Mstep: Class 14 contains 4447 members 
Mstep: Class 15 contains 514 members 
Mstep: Class 16 contains 53292 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 192781 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2742 members 
Mstep: Class 21 contains 9192 members 
Mstep: Class 22 contains 33964 members 
Mstep: Class 23 contains 6589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104772208.000000 Penalty: 77926.218750
Iteration 91Q: 24 clusters Score -1.047722e+08 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 99513 members 
Mstep: Class 3 contains 14639 members 
Mstep: Class 4 contains 223218 members 
Mstep: Class 5 contains 3886 members 
Mstep: Class 6 contains 17689 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 26849 members 
Mstep: Class 9 contains 5659 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 94278 members 
Mstep: Class 12 contains 21343 members 
Mstep: Class 13 contains 38140 members 
Mstep: Class 14 contains 4449 members 
Mstep: Class 15 contains 514 members 
Mstep: Class 16 contains 53343 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 193449 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2743 members 
Mstep: Class 21 contains 9222 members 
Mstep: Class 22 contains 34089 members 
Mstep: Class 23 contains 6597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104772064.000000 Penalty: 77926.218750
Iteration 92Q: 24 clusters Score -1.047721e+08 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 99136 members 
Mstep: Class 3 contains 14641 members 
Mstep: Class 4 contains 223259 members 
Mstep: Class 5 contains 3888 members 
Mstep: Class 6 contains 17639 members 
Mstep: Class 7 contains 2357 members 
Mstep: Class 8 contains 26878 members 
Mstep: Class 9 contains 5666 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 94037 members 
Mstep: Class 12 contains 21349 members 
Mstep: Class 13 contains 38154 members 
Mstep: Class 14 contains 4455 members 
Mstep: Class 15 contains 514 members 
Mstep: Class 16 contains 53388 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 193841 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2744 members 
Mstep: Class 21 contains 9254 members 
Mstep: Class 22 contains 34183 members 
Mstep: Class 23 contains 6604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104772096.000000 Penalty: 77926.218750
Iteration 93Q: 24 clusters Score -1.047721e+08 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 98796 members 
Mstep: Class 3 contains 14648 members 
Mstep: Class 4 contains 223403 members 
Mstep: Class 5 contains 3881 members 
Mstep: Class 6 contains 17585 members 
Mstep: Class 7 contains 2358 members 
Mstep: Class 8 contains 26915 members 
Mstep: Class 9 contains 5669 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 93807 members 
Mstep: Class 12 contains 21345 members 
Mstep: Class 13 contains 38158 members 
Mstep: Class 14 contains 4466 members 
Mstep: Class 15 contains 514 members 
Mstep: Class 16 contains 53446 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 194084 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2745 members 
Mstep: Class 21 contains 9278 members 
Mstep: Class 22 contains 34279 members 
Mstep: Class 23 contains 6610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771952.000000 Penalty: 77926.218750
Iteration 94Q: 24 clusters Score -1.04772e+08 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 98509 members 
Mstep: Class 3 contains 14655 members 
Mstep: Class 4 contains 223768 members 
Mstep: Class 5 contains 3880 members 
Mstep: Class 6 contains 17541 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 26952 members 
Mstep: Class 9 contains 5669 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 93568 members 
Mstep: Class 12 contains 21343 members 
Mstep: Class 13 contains 38162 members 
Mstep: Class 14 contains 4472 members 
Mstep: Class 15 contains 514 members 
Mstep: Class 16 contains 53504 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 194065 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2747 members 
Mstep: Class 21 contains 9316 members 
Mstep: Class 22 contains 34362 members 
Mstep: Class 23 contains 6615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771880.000000 Penalty: 77926.218750
Iteration 95Q: 24 clusters Score -1.047719e+08 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 98229 members 
Mstep: Class 3 contains 14650 members 
Mstep: Class 4 contains 224265 members 
Mstep: Class 5 contains 3870 members 
Mstep: Class 6 contains 17490 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 26979 members 
Mstep: Class 9 contains 5670 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 93318 members 
Mstep: Class 12 contains 21337 members 
Mstep: Class 13 contains 38170 members 
Mstep: Class 14 contains 4474 members 
Mstep: Class 15 contains 514 members 
Mstep: Class 16 contains 53584 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 193935 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2747 members 
Mstep: Class 21 contains 9346 members 
Mstep: Class 22 contains 34438 members 
Mstep: Class 23 contains 6616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771896.000000 Penalty: 77926.218750
Iteration 96Q: 24 clusters Score -1.047719e+08 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 97985 members 
Mstep: Class 3 contains 14651 members 
Mstep: Class 4 contains 224808 members 
Mstep: Class 5 contains 3867 members 
Mstep: Class 6 contains 17453 members 
Mstep: Class 7 contains 2367 members 
Mstep: Class 8 contains 27006 members 
Mstep: Class 9 contains 5668 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 93088 members 
Mstep: Class 12 contains 21327 members 
Mstep: Class 13 contains 38176 members 
Mstep: Class 14 contains 4481 members 
Mstep: Class 15 contains 514 members 
Mstep: Class 16 contains 53658 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 193675 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2748 members 
Mstep: Class 21 contains 9383 members 
Mstep: Class 22 contains 34527 members 
Mstep: Class 23 contains 6616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104772120.000000 Penalty: 77926.218750
Iteration 97Q: 24 clusters Score -1.047721e+08 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 97734 members 
Mstep: Class 3 contains 14642 members 
Mstep: Class 4 contains 225480 members 
Mstep: Class 5 contains 3863 members 
Mstep: Class 6 contains 17430 members 
Mstep: Class 7 contains 2367 members 
Mstep: Class 8 contains 27047 members 
Mstep: Class 9 contains 5667 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 92830 members 
Mstep: Class 12 contains 21312 members 
Mstep: Class 13 contains 38160 members 
Mstep: Class 14 contains 4488 members 
Mstep: Class 15 contains 514 members 
Mstep: Class 16 contains 53730 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 193331 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2748 members 
Mstep: Class 21 contains 9418 members 
Mstep: Class 22 contains 34622 members 
Mstep: Class 23 contains 6618 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 98Q: 24 clusters Score -1.047721e+08 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 97454 members 
Mstep: Class 3 contains 14648 members 
Mstep: Class 4 contains 226192 members 
Mstep: Class 5 contains 3865 members 
Mstep: Class 6 contains 17401 members 
Mstep: Class 7 contains 2366 members 
Mstep: Class 8 contains 27080 members 
Mstep: Class 9 contains 5667 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 92552 members 
Mstep: Class 12 contains 21302 members 
Mstep: Class 13 contains 38165 members 
Mstep: Class 14 contains 4490 members 
Mstep: Class 15 contains 514 members 
Mstep: Class 16 contains 53788 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 192981 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2748 members 
Mstep: Class 21 contains 9456 members 
Mstep: Class 22 contains 34713 members 
Mstep: Class 23 contains 6620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104772016.000000 Penalty: 77926.218750
Iteration 99Q: 24 clusters Score -1.04772e+08 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 97213 members 
Mstep: Class 3 contains 14647 members 
Mstep: Class 4 contains 226935 members 
Mstep: Class 5 contains 3865 members 
Mstep: Class 6 contains 17376 members 
Mstep: Class 7 contains 2368 members 
Mstep: Class 8 contains 27114 members 
Mstep: Class 9 contains 5666 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 92249 members 
Mstep: Class 12 contains 21298 members 
Mstep: Class 13 contains 38155 members 
Mstep: Class 14 contains 4492 members 
Mstep: Class 15 contains 514 members 
Mstep: Class 16 contains 53841 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 192585 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2749 members 
Mstep: Class 21 contains 9503 members 
Mstep: Class 22 contains 34817 members 
Mstep: Class 23 contains 6623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104772128.000000 Penalty: 77926.218750
Iteration 100F: 24 clusters Score -1.047721e+08 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 96954 members 
Mstep: Class 3 contains 14650 members 
Mstep: Class 4 contains 227694 members 
Mstep: Class 5 contains 3868 members 
Mstep: Class 6 contains 17352 members 
Mstep: Class 7 contains 2368 members 
Mstep: Class 8 contains 27140 members 
Mstep: Class 9 contains 5660 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 91944 members 
Mstep: Class 12 contains 21305 members 
Mstep: Class 13 contains 38146 members 
Mstep: Class 14 contains 4492 members 
Mstep: Class 15 contains 514 members 
Mstep: Class 16 contains 53893 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 192182 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2751 members 
Mstep: Class 21 contains 9551 members 
Mstep: Class 22 contains 34929 members 
Mstep: Class 23 contains 6625 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 101Q: 24 clusters Score -1.047722e+08 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 96726 members 
Mstep: Class 3 contains 14655 members 
Mstep: Class 4 contains 228434 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 17328 members 
Mstep: Class 7 contains 2369 members 
Mstep: Class 8 contains 27171 members 
Mstep: Class 9 contains 5660 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 91657 members 
Mstep: Class 12 contains 21313 members 
Mstep: Class 13 contains 38142 members 
Mstep: Class 14 contains 4493 members 
Mstep: Class 15 contains 514 members 
Mstep: Class 16 contains 53944 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 191757 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2750 members 
Mstep: Class 21 contains 9602 members 
Mstep: Class 22 contains 35011 members 
Mstep: Class 23 contains 6627 members 
Entering Unmasked Estep 
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Iteration 102Q: 24 clusters Score -1.047722e+08 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 96482 members 
Mstep: Class 3 contains 14664 members 
Mstep: Class 4 contains 229171 members 
Mstep: Class 5 contains 3868 members 
Mstep: Class 6 contains 17317 members 
Mstep: Class 7 contains 2364 members 
Mstep: Class 8 contains 27211 members 
Mstep: Class 9 contains 5663 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 91386 members 
Mstep: Class 12 contains 21306 members 
Mstep: Class 13 contains 38128 members 
Mstep: Class 14 contains 4493 members 
Mstep: Class 15 contains 514 members 
Mstep: Class 16 contains 54003 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 191328 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2750 members 
Mstep: Class 21 contains 9658 members 
Mstep: Class 22 contains 35093 members 
Mstep: Class 23 contains 6627 members 
Entering Unmasked Estep 
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Iteration 103Q: 24 clusters Score -1.047722e+08 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 96250 members 
Mstep: Class 3 contains 14668 members 
Mstep: Class 4 contains 229835 members 
Mstep: Class 5 contains 3865 members 
Mstep: Class 6 contains 17304 members 
Mstep: Class 7 contains 2365 members 
Mstep: Class 8 contains 27241 members 
Mstep: Class 9 contains 5664 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 91134 members 
Mstep: Class 12 contains 21295 members 
Mstep: Class 13 contains 38124 members 
Mstep: Class 14 contains 4493 members 
Mstep: Class 15 contains 514 members 
Mstep: Class 16 contains 54072 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 190922 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2750 members 
Mstep: Class 21 contains 9723 members 
Mstep: Class 22 contains 35179 members 
Mstep: Class 23 contains 6627 members 
Entering Unmasked Estep 
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Iteration 104Q: 24 clusters Score -1.047721e+08 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 95998 members 
Mstep: Class 3 contains 14669 members 
Mstep: Class 4 contains 230481 members 
Mstep: Class 5 contains 3871 members 
Mstep: Class 6 contains 17302 members 
Mstep: Class 7 contains 2366 members 
Mstep: Class 8 contains 27286 members 
Mstep: Class 9 contains 5666 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 90918 members 
Mstep: Class 12 contains 21293 members 
Mstep: Class 13 contains 38122 members 
Mstep: Class 14 contains 4493 members 
Mstep: Class 15 contains 514 members 
Mstep: Class 16 contains 54121 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 190510 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2751 members 
Mstep: Class 21 contains 9789 members 
Mstep: Class 22 contains 35249 members 
Mstep: Class 23 contains 6627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771824.000000 Penalty: 77926.218750
Iteration 105Q: 24 clusters Score -1.047718e+08 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 95768 members 
Mstep: Class 3 contains 14666 members 
Mstep: Class 4 contains 231128 members 
Mstep: Class 5 contains 3872 members 
Mstep: Class 6 contains 17299 members 
Mstep: Class 7 contains 2365 members 
Mstep: Class 8 contains 27311 members 
Mstep: Class 9 contains 5665 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 90745 members 
Mstep: Class 12 contains 21294 members 
Mstep: Class 13 contains 38126 members 
Mstep: Class 14 contains 4493 members 
Mstep: Class 15 contains 515 members 
Mstep: Class 16 contains 54166 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 190080 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2752 members 
Mstep: Class 21 contains 9846 members 
Mstep: Class 22 contains 35310 members 
Mstep: Class 23 contains 6627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771816.000000 Penalty: 77926.218750
Iteration 106Q: 24 clusters Score -1.047718e+08 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 95523 members 
Mstep: Class 3 contains 14666 members 
Mstep: Class 4 contains 231815 members 
Mstep: Class 5 contains 3870 members 
Mstep: Class 6 contains 17309 members 
Mstep: Class 7 contains 2368 members 
Mstep: Class 8 contains 27335 members 
Mstep: Class 9 contains 5663 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 90610 members 
Mstep: Class 12 contains 21290 members 
Mstep: Class 13 contains 38125 members 
Mstep: Class 14 contains 4494 members 
Mstep: Class 15 contains 515 members 
Mstep: Class 16 contains 54209 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 189597 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2752 members 
Mstep: Class 21 contains 9890 members 
Mstep: Class 22 contains 35374 members 
Mstep: Class 23 contains 6627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771824.000000 Penalty: 77926.218750
Iteration 107Q: 24 clusters Score -1.047718e+08 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 95270 members 
Mstep: Class 3 contains 14653 members 
Mstep: Class 4 contains 232466 members 
Mstep: Class 5 contains 3876 members 
Mstep: Class 6 contains 17311 members 
Mstep: Class 7 contains 2367 members 
Mstep: Class 8 contains 27358 members 
Mstep: Class 9 contains 5660 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 90482 members 
Mstep: Class 12 contains 21282 members 
Mstep: Class 13 contains 38124 members 
Mstep: Class 14 contains 4495 members 
Mstep: Class 15 contains 515 members 
Mstep: Class 16 contains 54255 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 189178 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2752 members 
Mstep: Class 21 contains 9937 members 
Mstep: Class 22 contains 35426 members 
Mstep: Class 23 contains 6627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771760.000000 Penalty: 77926.218750
Iteration 108Q: 24 clusters Score -1.047718e+08 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 94972 members 
Mstep: Class 3 contains 14643 members 
Mstep: Class 4 contains 233103 members 
Mstep: Class 5 contains 3872 members 
Mstep: Class 6 contains 17306 members 
Mstep: Class 7 contains 2367 members 
Mstep: Class 8 contains 27373 members 
Mstep: Class 9 contains 5656 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 90385 members 
Mstep: Class 12 contains 21270 members 
Mstep: Class 13 contains 38119 members 
Mstep: Class 14 contains 4497 members 
Mstep: Class 15 contains 515 members 
Mstep: Class 16 contains 54296 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 188815 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2751 members 
Mstep: Class 21 contains 9995 members 
Mstep: Class 22 contains 35470 members 
Mstep: Class 23 contains 6628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771976.000000 Penalty: 77926.218750
Iteration 109Q: 24 clusters Score -1.04772e+08 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 94688 members 
Mstep: Class 3 contains 14639 members 
Mstep: Class 4 contains 233724 members 
Mstep: Class 5 contains 3881 members 
Mstep: Class 6 contains 17298 members 
Mstep: Class 7 contains 2366 members 
Mstep: Class 8 contains 27392 members 
Mstep: Class 9 contains 5656 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 90254 members 
Mstep: Class 12 contains 21265 members 
Mstep: Class 13 contains 38112 members 
Mstep: Class 14 contains 4498 members 
Mstep: Class 15 contains 515 members 
Mstep: Class 16 contains 54327 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 188487 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2751 members 
Mstep: Class 21 contains 10049 members 
Mstep: Class 22 contains 35504 members 
Mstep: Class 23 contains 6628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104772072.000000 Penalty: 77926.218750
Iteration 110Q: 24 clusters Score -1.047721e+08 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 94386 members 
Mstep: Class 3 contains 14641 members 
Mstep: Class 4 contains 234321 members 
Mstep: Class 5 contains 3878 members 
Mstep: Class 6 contains 17296 members 
Mstep: Class 7 contains 2365 members 
Mstep: Class 8 contains 27402 members 
Mstep: Class 9 contains 5656 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 90191 members 
Mstep: Class 12 contains 21255 members 
Mstep: Class 13 contains 38107 members 
Mstep: Class 14 contains 4499 members 
Mstep: Class 15 contains 515 members 
Mstep: Class 16 contains 54347 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 188176 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2752 members 
Mstep: Class 21 contains 10094 members 
Mstep: Class 22 contains 35530 members 
Mstep: Class 23 contains 6629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771968.000000 Penalty: 77926.218750
Iteration 111Q: 24 clusters Score -1.04772e+08 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 94072 members 
Mstep: Class 3 contains 14636 members 
Mstep: Class 4 contains 234855 members 
Mstep: Class 5 contains 3881 members 
Mstep: Class 6 contains 17297 members 
Mstep: Class 7 contains 2366 members 
Mstep: Class 8 contains 27413 members 
Mstep: Class 9 contains 5657 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 90119 members 
Mstep: Class 12 contains 21255 members 
Mstep: Class 13 contains 38100 members 
Mstep: Class 14 contains 4500 members 
Mstep: Class 15 contains 515 members 
Mstep: Class 16 contains 54376 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 187939 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2753 members 
Mstep: Class 21 contains 10125 members 
Mstep: Class 22 contains 35557 members 
Mstep: Class 23 contains 6628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771976.000000 Penalty: 77926.218750
Iteration 112Q: 24 clusters Score -1.04772e+08 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 93704 members 
Mstep: Class 3 contains 14633 members 
Mstep: Class 4 contains 235323 members 
Mstep: Class 5 contains 3882 members 
Mstep: Class 6 contains 17304 members 
Mstep: Class 7 contains 2366 members 
Mstep: Class 8 contains 27424 members 
Mstep: Class 9 contains 5657 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 90069 members 
Mstep: Class 12 contains 21244 members 
Mstep: Class 13 contains 38103 members 
Mstep: Class 14 contains 4501 members 
Mstep: Class 15 contains 515 members 
Mstep: Class 16 contains 54407 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 187795 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2754 members 
Mstep: Class 21 contains 10151 members 
Mstep: Class 22 contains 35587 members 
Mstep: Class 23 contains 6628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771840.000000 Penalty: 77926.218750
Iteration 113Q: 24 clusters Score -1.047718e+08 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 93318 members 
Mstep: Class 3 contains 14633 members 
Mstep: Class 4 contains 235799 members 
Mstep: Class 5 contains 3888 members 
Mstep: Class 6 contains 17302 members 
Mstep: Class 7 contains 2366 members 
Mstep: Class 8 contains 27430 members 
Mstep: Class 9 contains 5657 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 90019 members 
Mstep: Class 12 contains 21237 members 
Mstep: Class 13 contains 38095 members 
Mstep: Class 14 contains 4504 members 
Mstep: Class 15 contains 516 members 
Mstep: Class 16 contains 54433 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 187672 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2754 members 
Mstep: Class 21 contains 10188 members 
Mstep: Class 22 contains 35607 members 
Mstep: Class 23 contains 6630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771960.000000 Penalty: 77926.218750
Iteration 114Q: 24 clusters Score -1.04772e+08 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 92935 members 
Mstep: Class 3 contains 14632 members 
Mstep: Class 4 contains 236251 members 
Mstep: Class 5 contains 3892 members 
Mstep: Class 6 contains 17303 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 27438 members 
Mstep: Class 9 contains 5657 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 89959 members 
Mstep: Class 12 contains 21231 members 
Mstep: Class 13 contains 38094 members 
Mstep: Class 14 contains 4505 members 
Mstep: Class 15 contains 516 members 
Mstep: Class 16 contains 54462 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 187572 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2754 members 
Mstep: Class 21 contains 10236 members 
Mstep: Class 22 contains 35623 members 
Mstep: Class 23 contains 6631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771712.000000 Penalty: 77926.218750
Iteration 115Q: 24 clusters Score -1.047717e+08 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 92534 members 
Mstep: Class 3 contains 14632 members 
Mstep: Class 4 contains 236654 members 
Mstep: Class 5 contains 3891 members 
Mstep: Class 6 contains 17302 members 
Mstep: Class 7 contains 2363 members 
Mstep: Class 8 contains 27440 members 
Mstep: Class 9 contains 5655 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 89914 members 
Mstep: Class 12 contains 21224 members 
Mstep: Class 13 contains 38085 members 
Mstep: Class 14 contains 4505 members 
Mstep: Class 15 contains 516 members 
Mstep: Class 16 contains 54511 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 187521 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2754 members 
Mstep: Class 21 contains 10280 members 
Mstep: Class 22 contains 35647 members 
Mstep: Class 23 contains 6631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771688.000000 Penalty: 77926.218750
Iteration 116Q: 24 clusters Score -1.047717e+08 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 92120 members 
Mstep: Class 3 contains 14625 members 
Mstep: Class 4 contains 237045 members 
Mstep: Class 5 contains 3895 members 
Mstep: Class 6 contains 17309 members 
Mstep: Class 7 contains 2362 members 
Mstep: Class 8 contains 27445 members 
Mstep: Class 9 contains 5654 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 89869 members 
Mstep: Class 12 contains 21222 members 
Mstep: Class 13 contains 38083 members 
Mstep: Class 14 contains 4506 members 
Mstep: Class 15 contains 516 members 
Mstep: Class 16 contains 54549 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 187490 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2754 members 
Mstep: Class 21 contains 10322 members 
Mstep: Class 22 contains 35669 members 
Mstep: Class 23 contains 6631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771768.000000 Penalty: 77926.218750
Iteration 117Q: 24 clusters Score -1.047718e+08 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 91664 members 
Mstep: Class 3 contains 14618 members 
Mstep: Class 4 contains 237452 members 
Mstep: Class 5 contains 3895 members 
Mstep: Class 6 contains 17322 members 
Mstep: Class 7 contains 2361 members 
Mstep: Class 8 contains 27453 members 
Mstep: Class 9 contains 5653 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 89828 members 
Mstep: Class 12 contains 21223 members 
Mstep: Class 13 contains 38079 members 
Mstep: Class 14 contains 4508 members 
Mstep: Class 15 contains 516 members 
Mstep: Class 16 contains 54583 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 187471 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2754 members 
Mstep: Class 21 contains 10366 members 
Mstep: Class 22 contains 35691 members 
Mstep: Class 23 contains 6631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771792.000000 Penalty: 77926.218750
Iteration 118Q: 24 clusters Score -1.047718e+08 nChanged 1480
Entering ConstructFrom: 
Score: -104771792.000000 Penalty: 77926.218750
Entering ConstructFrom: 
Trying to split cluster 1 (2824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Entering Unmasked Estep 
Score: -348816.218750 Penalty: 1970.585571
	Iteration 0F: 2 clusters Score -348816.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -345692.437500 Penalty: 3941.171143
	Iteration 0F: 3 clusters Score -345692.4 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -346291.093750 Penalty: 3941.171143
	Iteration 1F: 3 clusters Score -346291.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -346411.156250 Penalty: 3941.171143
	Iteration 2F: 3 clusters Score -346411.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -346468.531250 Penalty: 3941.171143
	Iteration 3Q: 3 clusters Score -346468.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -346516.343750 Penalty: 3941.171143
	Iteration 4Q: 3 clusters Score -346516.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -346550.562500 Penalty: 3941.171143
	Iteration 5Q: 3 clusters Score -346550.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -346578.593750 Penalty: 3941.171143
	Iteration 6Q: 3 clusters Score -346578.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -346596.406250 Penalty: 3941.171143
	Iteration 7Q: 3 clusters Score -346596.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -346608.406250 Penalty: 3941.171143
	Iteration 8Q: 3 clusters Score -346608.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -346615.781250 Penalty: 3941.171143
	Iteration 9Q: 3 clusters Score -346615.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -346622.093750 Penalty: 3941.171143
	Iteration 10Q: 3 clusters Score -346622.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -346626.187500 Penalty: 3941.171143
	Iteration 11Q: 3 clusters Score -346626.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -346629.781250 Penalty: 3941.171143
	Iteration 12Q: 3 clusters Score -346629.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -346630.093750 Penalty: 3941.171143
	Iteration 13Q: 3 clusters Score -346630.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -346630.687500 Penalty: 3941.171143
	Iteration 14Q: 3 clusters Score -346630.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -346630.687500 Penalty: 3941.171143
	Iteration 15F: 3 clusters Score -346630.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (91174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91174 members 
Entering Unmasked Estep 
Score: -11460529.000000 Penalty: 2832.290039
	Iteration 0F: 2 clusters Score -1.146053e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45773 members 
Mstep: Class 2 contains 45401 members 
Entering Unmasked Estep 
Score: -11399830.000000 Penalty: 5664.580078
	Iteration 0F: 3 clusters Score -1.139983e+07 nChanged 42976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47289 members 
Mstep: Class 2 contains 43885 members 
Entering Unmasked Estep 
Score: -11424847.000000 Penalty: 5664.580078
	Iteration 1F: 3 clusters Score -1.142485e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48289 members 
Mstep: Class 2 contains 42885 members 
Entering Unmasked Estep 
Score: -11426579.000000 Penalty: 5664.580078
	Iteration 2Q: 3 clusters Score -1.142658e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49641 members 
Mstep: Class 2 contains 41533 members 
Entering Unmasked Estep 
Score: -11429412.000000 Penalty: 5664.580078
	Iteration 3F: 3 clusters Score -1.142941e+07 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51153 members 
Mstep: Class 2 contains 40021 members 
Entering Unmasked Estep 
Score: -11433415.000000 Penalty: 5664.580078
	Iteration 4F: 3 clusters Score -1.143342e+07 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52453 members 
Mstep: Class 2 contains 38721 members 
Entering Unmasked Estep 
Score: -11437888.000000 Penalty: 5664.580078
	Iteration 5F: 3 clusters Score -1.143789e+07 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53322 members 
Mstep: Class 2 contains 37852 members 
Entering Unmasked Estep 
Score: -11441939.000000 Penalty: 5664.580078
	Iteration 6F: 3 clusters Score -1.144194e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53696 members 
Mstep: Class 2 contains 37478 members 
Entering Unmasked Estep 
Score: -11445117.000000 Penalty: 5664.580078
	Iteration 7F: 3 clusters Score -1.144512e+07 nChanged 4508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53714 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
Score: -11447202.000000 Penalty: 5664.580078
	Iteration 8Q: 3 clusters Score -1.14472e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53655 members 
Mstep: Class 2 contains 37519 members 
Entering Unmasked Estep 
Score: -11448405.000000 Penalty: 5664.580078
	Iteration 9Q: 3 clusters Score -1.14484e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53542 members 
Mstep: Class 2 contains 37632 members 
Entering Unmasked Estep 
Score: -11448907.000000 Penalty: 5664.580078
	Iteration 10Q: 3 clusters Score -1.144891e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53480 members 
Mstep: Class 2 contains 37694 members 
Entering Unmasked Estep 
Score: -11449164.000000 Penalty: 5664.580078
	Iteration 11Q: 3 clusters Score -1.144916e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53371 members 
Mstep: Class 2 contains 37803 members 
Entering Unmasked Estep 
Score: -11449243.000000 Penalty: 5664.580078
	Iteration 12Q: 3 clusters Score -1.144924e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53276 members 
Mstep: Class 2 contains 37898 members 
Entering Unmasked Estep 
Score: -11449242.000000 Penalty: 5664.580078
	Iteration 13Q: 3 clusters Score -1.144924e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53206 members 
Mstep: Class 2 contains 37968 members 
Entering Unmasked Estep 
Score: -11449343.000000 Penalty: 5664.580078
	Iteration 14Q: 3 clusters Score -1.144934e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53137 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -11449367.000000 Penalty: 5664.580078
	Iteration 15Q: 3 clusters Score -1.144937e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53063 members 
Mstep: Class 2 contains 38111 members 
Entering Unmasked Estep 
Score: -11449379.000000 Penalty: 5664.580078
	Iteration 16Q: 3 clusters Score -1.144938e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53010 members 
Mstep: Class 2 contains 38164 members 
Entering Unmasked Estep 
Score: -11449399.000000 Penalty: 5664.580078
	Iteration 17Q: 3 clusters Score -1.14494e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52942 members 
Mstep: Class 2 contains 38232 members 
Entering Unmasked Estep 
Score: -11449438.000000 Penalty: 5664.580078
	Iteration 18Q: 3 clusters Score -1.144944e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52883 members 
Mstep: Class 2 contains 38291 members 
Entering Unmasked Estep 
Score: -11449413.000000 Penalty: 5664.580078
	Iteration 19Q: 3 clusters Score -1.144941e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52864 members 
Mstep: Class 2 contains 38310 members 
Entering Unmasked Estep 
Score: -11449424.000000 Penalty: 5664.580078
	Iteration 20F: 3 clusters Score -1.144942e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52850 members 
Mstep: Class 2 contains 38324 members 
Entering Unmasked Estep 
Score: -11449527.000000 Penalty: 5664.580078
	Iteration 21Q: 3 clusters Score -1.144953e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52851 members 
Mstep: Class 2 contains 38323 members 
Entering Unmasked Estep 
Score: -11449577.000000 Penalty: 5664.580078
	Iteration 22Q: 3 clusters Score -1.144958e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52867 members 
Mstep: Class 2 contains 38307 members 
Entering Unmasked Estep 
Score: -11449591.000000 Penalty: 5664.580078
	Iteration 23Q: 3 clusters Score -1.144959e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52901 members 
Mstep: Class 2 contains 38273 members 
Entering Unmasked Estep 
Score: -11449585.000000 Penalty: 5664.580078
	Iteration 24Q: 3 clusters Score -1.144958e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52963 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -11449629.000000 Penalty: 5664.580078
	Iteration 25Q: 3 clusters Score -1.144963e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53020 members 
Mstep: Class 2 contains 38154 members 
Entering Unmasked Estep 
Score: -11449684.000000 Penalty: 5664.580078
	Iteration 26Q: 3 clusters Score -1.144968e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53099 members 
Mstep: Class 2 contains 38075 members 
Entering Unmasked Estep 
Score: -11449694.000000 Penalty: 5664.580078
	Iteration 27Q: 3 clusters Score -1.144969e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53215 members 
Mstep: Class 2 contains 37959 members 
Entering Unmasked Estep 
Score: -11449747.000000 Penalty: 5664.580078
	Iteration 28Q: 3 clusters Score -1.144975e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53345 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -11449757.000000 Penalty: 5664.580078
	Iteration 29Q: 3 clusters Score -1.144976e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53500 members 
Mstep: Class 2 contains 37674 members 
Entering Unmasked Estep 
Score: -11449817.000000 Penalty: 5664.580078
	Iteration 30Q: 3 clusters Score -1.144982e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53686 members 
Mstep: Class 2 contains 37488 members 
Entering Unmasked Estep 
Score: -11449903.000000 Penalty: 5664.580078
	Iteration 31Q: 3 clusters Score -1.14499e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53899 members 
Mstep: Class 2 contains 37275 members 
Entering Unmasked Estep 
Score: -11449974.000000 Penalty: 5664.580078
	Iteration 32Q: 3 clusters Score -1.144997e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54156 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -11450034.000000 Penalty: 5664.580078
	Iteration 33Q: 3 clusters Score -1.145003e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54432 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -11450081.000000 Penalty: 5664.580078
	Iteration 34Q: 3 clusters Score -1.145008e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54701 members 
Mstep: Class 2 contains 36473 members 
Entering Unmasked Estep 
Score: -11450088.000000 Penalty: 5664.580078
	Iteration 35Q: 3 clusters Score -1.145009e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55037 members 
Mstep: Class 2 contains 36137 members 
Entering Unmasked Estep 
Score: -11450100.000000 Penalty: 5664.580078
	Iteration 36Q: 3 clusters Score -1.14501e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55395 members 
Mstep: Class 2 contains 35779 members 
Entering Unmasked Estep 
Score: -11450168.000000 Penalty: 5664.580078
	Iteration 37Q: 3 clusters Score -1.145017e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55780 members 
Mstep: Class 2 contains 35394 members 
Entering Unmasked Estep 
Score: -11450239.000000 Penalty: 5664.580078
	Iteration 38Q: 3 clusters Score -1.145024e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56210 members 
Mstep: Class 2 contains 34964 members 
Entering Unmasked Estep 
Score: -11450323.000000 Penalty: 5664.580078
	Iteration 39Q: 3 clusters Score -1.145032e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56660 members 
Mstep: Class 2 contains 34514 members 
Entering Unmasked Estep 
Score: -11450382.000000 Penalty: 5664.580078
	Iteration 40F: 3 clusters Score -1.145038e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57164 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -11450422.000000 Penalty: 5664.580078
	Iteration 41Q: 3 clusters Score -1.145042e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57700 members 
Mstep: Class 2 contains 33474 members 
Entering Unmasked Estep 
Score: -11450470.000000 Penalty: 5664.580078
	Iteration 42Q: 3 clusters Score -1.145047e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58281 members 
Mstep: Class 2 contains 32893 members 
Entering Unmasked Estep 
Score: -11450621.000000 Penalty: 5664.580078
	Iteration 43Q: 3 clusters Score -1.145062e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58930 members 
Mstep: Class 2 contains 32244 members 
Entering Unmasked Estep 
Score: -11450799.000000 Penalty: 5664.580078
	Iteration 44Q: 3 clusters Score -1.14508e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59620 members 
Mstep: Class 2 contains 31554 members 
Entering Unmasked Estep 
Score: -11450958.000000 Penalty: 5664.580078
	Iteration 45Q: 3 clusters Score -1.145096e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60404 members 
Mstep: Class 2 contains 30770 members 
Entering Unmasked Estep 
Score: -11451157.000000 Penalty: 5664.580078
	Iteration 46Q: 3 clusters Score -1.145116e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61239 members 
Mstep: Class 2 contains 29935 members 
Entering Unmasked Estep 
Score: -11451365.000000 Penalty: 5664.580078
	Iteration 47Q: 3 clusters Score -1.145136e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62156 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -11451642.000000 Penalty: 5664.580078
	Iteration 48Q: 3 clusters Score -1.145164e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63140 members 
Mstep: Class 2 contains 28034 members 
Entering Unmasked Estep 
Score: -11451860.000000 Penalty: 5664.580078
	Iteration 49Q: 3 clusters Score -1.145186e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64124 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -11452112.000000 Penalty: 5664.580078
	Iteration 50Q: 3 clusters Score -1.145211e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65118 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -11452307.000000 Penalty: 5664.580078
	Iteration 51Q: 3 clusters Score -1.145231e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66116 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -11452540.000000 Penalty: 5664.580078
	Iteration 52Q: 3 clusters Score -1.145254e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67129 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -11452802.000000 Penalty: 5664.580078
	Iteration 53Q: 3 clusters Score -1.14528e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68158 members 
Mstep: Class 2 contains 23016 members 
Entering Unmasked Estep 
Score: -11453055.000000 Penalty: 5664.580078
	Iteration 54Q: 3 clusters Score -1.145306e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69185 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -11453393.000000 Penalty: 5664.580078
	Iteration 55Q: 3 clusters Score -1.145339e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70129 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -11453607.000000 Penalty: 5664.580078
	Iteration 56Q: 3 clusters Score -1.145361e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71009 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -11453822.000000 Penalty: 5664.580078
	Iteration 57Q: 3 clusters Score -1.145382e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71864 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -11454058.000000 Penalty: 5664.580078
	Iteration 58Q: 3 clusters Score -1.145406e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72704 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -11454232.000000 Penalty: 5664.580078
	Iteration 59Q: 3 clusters Score -1.145423e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73523 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -11454408.000000 Penalty: 5664.580078
	Iteration 60F: 3 clusters Score -1.145441e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74319 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -11454578.000000 Penalty: 5664.580078
	Iteration 61Q: 3 clusters Score -1.145458e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75087 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -11454738.000000 Penalty: 5664.580078
	Iteration 62Q: 3 clusters Score -1.145474e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75800 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -11454894.000000 Penalty: 5664.580078
	Iteration 63Q: 3 clusters Score -1.145489e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76521 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -11455086.000000 Penalty: 5664.580078
	Iteration 64Q: 3 clusters Score -1.145509e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77189 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -11455267.000000 Penalty: 5664.580078
	Iteration 65Q: 3 clusters Score -1.145527e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77819 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -11455418.000000 Penalty: 5664.580078
	Iteration 66Q: 3 clusters Score -1.145542e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78432 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -11455547.000000 Penalty: 5664.580078
	Iteration 67Q: 3 clusters Score -1.145555e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79079 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -11455705.000000 Penalty: 5664.580078
	Iteration 68Q: 3 clusters Score -1.14557e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79699 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -11455823.000000 Penalty: 5664.580078
	Iteration 69Q: 3 clusters Score -1.145582e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80294 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -11455976.000000 Penalty: 5664.580078
	Iteration 70Q: 3 clusters Score -1.145598e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80859 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -11456158.000000 Penalty: 5664.580078
	Iteration 71Q: 3 clusters Score -1.145616e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81409 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -11456272.000000 Penalty: 5664.580078
	Iteration 72Q: 3 clusters Score -1.145627e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81942 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -11456385.000000 Penalty: 5664.580078
	Iteration 73Q: 3 clusters Score -1.145638e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82461 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -11456556.000000 Penalty: 5664.580078
	Iteration 74Q: 3 clusters Score -1.145656e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82921 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -11456660.000000 Penalty: 5664.580078
	Iteration 75Q: 3 clusters Score -1.145666e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83382 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -11456725.000000 Penalty: 5664.580078
	Iteration 76Q: 3 clusters Score -1.145672e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83821 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -11456813.000000 Penalty: 5664.580078
	Iteration 77Q: 3 clusters Score -1.145681e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84198 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -11456881.000000 Penalty: 5664.580078
	Iteration 78Q: 3 clusters Score -1.145688e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84551 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -11456984.000000 Penalty: 5664.580078
	Iteration 79Q: 3 clusters Score -1.145698e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84884 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -11457060.000000 Penalty: 5664.580078
	Iteration 80F: 3 clusters Score -1.145706e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85199 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -11457178.000000 Penalty: 5664.580078
	Iteration 81Q: 3 clusters Score -1.145718e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85479 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -11457239.000000 Penalty: 5664.580078
	Iteration 82Q: 3 clusters Score -1.145724e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85751 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -11457301.000000 Penalty: 5664.580078
	Iteration 83Q: 3 clusters Score -1.14573e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86023 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -11457367.000000 Penalty: 5664.580078
	Iteration 84Q: 3 clusters Score -1.145737e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86265 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -11457419.000000 Penalty: 5664.580078
	Iteration 85Q: 3 clusters Score -1.145742e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86500 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -11457463.000000 Penalty: 5664.580078
	Iteration 86Q: 3 clusters Score -1.145746e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86690 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -11457497.000000 Penalty: 5664.580078
	Iteration 87Q: 3 clusters Score -1.14575e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86852 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -11457537.000000 Penalty: 5664.580078
	Iteration 88Q: 3 clusters Score -1.145754e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87016 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -11457584.000000 Penalty: 5664.580078
	Iteration 89Q: 3 clusters Score -1.145758e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87184 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -11457600.000000 Penalty: 5664.580078
	Iteration 90Q: 3 clusters Score -1.14576e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87327 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -11457642.000000 Penalty: 5664.580078
	Iteration 91Q: 3 clusters Score -1.145764e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87459 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -11457686.000000 Penalty: 5664.580078
	Iteration 92Q: 3 clusters Score -1.145769e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87576 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -11457711.000000 Penalty: 5664.580078
	Iteration 93Q: 3 clusters Score -1.145771e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87676 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -11457753.000000 Penalty: 5664.580078
	Iteration 94Q: 3 clusters Score -1.145775e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87779 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -11457766.000000 Penalty: 5664.580078
	Iteration 95Q: 3 clusters Score -1.145777e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87882 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -11457767.000000 Penalty: 5664.580078
	Iteration 96Q: 3 clusters Score -1.145777e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87963 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -11457794.000000 Penalty: 5664.580078
	Iteration 97Q: 3 clusters Score -1.145779e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88046 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -11457822.000000 Penalty: 5664.580078
	Iteration 98Q: 3 clusters Score -1.145782e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88131 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -11457839.000000 Penalty: 5664.580078
	Iteration 99Q: 3 clusters Score -1.145784e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88224 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -11457862.000000 Penalty: 5664.580078
	Iteration 100F: 3 clusters Score -1.145786e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88307 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -11457878.000000 Penalty: 5664.580078
	Iteration 101Q: 3 clusters Score -1.145788e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88374 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -11457883.000000 Penalty: 5664.580078
	Iteration 102Q: 3 clusters Score -1.145788e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88439 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -11457918.000000 Penalty: 5664.580078
	Iteration 103Q: 3 clusters Score -1.145792e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88495 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -11457917.000000 Penalty: 5664.580078
	Iteration 104Q: 3 clusters Score -1.145792e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88544 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -11457928.000000 Penalty: 5664.580078
	Iteration 105Q: 3 clusters Score -1.145793e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88592 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -11457926.000000 Penalty: 5664.580078
	Iteration 106Q: 3 clusters Score -1.145793e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88654 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -11457966.000000 Penalty: 5664.580078
	Iteration 107Q: 3 clusters Score -1.145797e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88712 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -11457948.000000 Penalty: 5664.580078
	Iteration 108Q: 3 clusters Score -1.145795e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88759 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -11457969.000000 Penalty: 5664.580078
	Iteration 109Q: 3 clusters Score -1.145797e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88804 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -11457968.000000 Penalty: 5664.580078
	Iteration 110Q: 3 clusters Score -1.145797e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88847 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -11457988.000000 Penalty: 5664.580078
	Iteration 111Q: 3 clusters Score -1.145799e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88891 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -11457997.000000 Penalty: 5664.580078
	Iteration 112Q: 3 clusters Score -1.1458e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88933 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -11458009.000000 Penalty: 5664.580078
	Iteration 113Q: 3 clusters Score -1.145801e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88977 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -11458002.000000 Penalty: 5664.580078
	Iteration 114Q: 3 clusters Score -1.1458e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89007 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -11458027.000000 Penalty: 5664.580078
	Iteration 115Q: 3 clusters Score -1.145803e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89033 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -11458035.000000 Penalty: 5664.580078
	Iteration 116Q: 3 clusters Score -1.145804e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89063 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -11458033.000000 Penalty: 5664.580078
	Iteration 117Q: 3 clusters Score -1.145803e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89082 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -11458035.000000 Penalty: 5664.580078
	Iteration 118Q: 3 clusters Score -1.145804e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89096 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -11458039.000000 Penalty: 5664.580078
	Iteration 119Q: 3 clusters Score -1.145804e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89119 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -11458042.000000 Penalty: 5664.580078
	Iteration 120F: 3 clusters Score -1.145804e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89147 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -11458054.000000 Penalty: 5664.580078
	Iteration 121Q: 3 clusters Score -1.145805e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89173 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -11458079.000000 Penalty: 5664.580078
	Iteration 122Q: 3 clusters Score -1.145808e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89194 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -11458084.000000 Penalty: 5664.580078
	Iteration 123Q: 3 clusters Score -1.145808e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89213 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -11458090.000000 Penalty: 5664.580078
	Iteration 124Q: 3 clusters Score -1.145809e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89241 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -11458082.000000 Penalty: 5664.580078
	Iteration 125Q: 3 clusters Score -1.145808e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89263 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -11458067.000000 Penalty: 5664.580078
	Iteration 126Q: 3 clusters Score -1.145807e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89282 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -11458076.000000 Penalty: 5664.580078
	Iteration 127Q: 3 clusters Score -1.145808e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89299 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -11458085.000000 Penalty: 5664.580078
	Iteration 128Q: 3 clusters Score -1.145808e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89316 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -11458085.000000 Penalty: 5664.580078
	Iteration 129Q: 3 clusters Score -1.145808e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89328 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -11458095.000000 Penalty: 5664.580078
	Iteration 130Q: 3 clusters Score -1.14581e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89336 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -11458098.000000 Penalty: 5664.580078
	Iteration 131Q: 3 clusters Score -1.14581e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89346 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -11458102.000000 Penalty: 5664.580078
	Iteration 132Q: 3 clusters Score -1.14581e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89357 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -11458100.000000 Penalty: 5664.580078
	Iteration 133Q: 3 clusters Score -1.14581e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89370 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -11458102.000000 Penalty: 5664.580078
	Iteration 134Q: 3 clusters Score -1.14581e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89381 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -11458106.000000 Penalty: 5664.580078
	Iteration 135Q: 3 clusters Score -1.145811e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89399 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -11458127.000000 Penalty: 5664.580078
	Iteration 136Q: 3 clusters Score -1.145813e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89413 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -11458111.000000 Penalty: 5664.580078
	Iteration 137Q: 3 clusters Score -1.145811e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89427 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -11458126.000000 Penalty: 5664.580078
	Iteration 138Q: 3 clusters Score -1.145813e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89446 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -11458139.000000 Penalty: 5664.580078
	Iteration 139Q: 3 clusters Score -1.145814e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89465 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -11458143.000000 Penalty: 5664.580078
	Iteration 140F: 3 clusters Score -1.145814e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89482 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -11458148.000000 Penalty: 5664.580078
	Iteration 141Q: 3 clusters Score -1.145815e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89497 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -11458148.000000 Penalty: 5664.580078
	Iteration 142Q: 3 clusters Score -1.145815e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89509 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -11458146.000000 Penalty: 5664.580078
	Iteration 143Q: 3 clusters Score -1.145815e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89520 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -11458147.000000 Penalty: 5664.580078
	Iteration 144Q: 3 clusters Score -1.145815e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89520 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -11458148.000000 Penalty: 5664.580078
	Iteration 145Q: 3 clusters Score -1.145815e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89525 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -11458149.000000 Penalty: 5664.580078
	Iteration 146Q: 3 clusters Score -1.145815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89526 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -11458147.000000 Penalty: 5664.580078
	Iteration 147Q: 3 clusters Score -1.145815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89526 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -11458141.000000 Penalty: 5664.580078
	Iteration 148Q: 3 clusters Score -1.145814e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89526 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -11458150.000000 Penalty: 5664.580078
	Iteration 149Q: 3 clusters Score -1.145815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89530 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -11458149.000000 Penalty: 5664.580078
	Iteration 150Q: 3 clusters Score -1.145815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89533 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -11458150.000000 Penalty: 5664.580078
	Iteration 151Q: 3 clusters Score -1.145815e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89537 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -11458152.000000 Penalty: 5664.580078
	Iteration 152Q: 3 clusters Score -1.145815e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89540 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -11458142.000000 Penalty: 5664.580078
	Iteration 153Q: 3 clusters Score -1.145814e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89546 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -11458141.000000 Penalty: 5664.580078
	Iteration 154Q: 3 clusters Score -1.145814e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89551 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -11458136.000000 Penalty: 5664.580078
	Iteration 155Q: 3 clusters Score -1.145814e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89555 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -11458139.000000 Penalty: 5664.580078
	Iteration 156Q: 3 clusters Score -1.145814e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89559 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -11458153.000000 Penalty: 5664.580078
	Iteration 157Q: 3 clusters Score -1.145815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89561 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -11458154.000000 Penalty: 5664.580078
	Iteration 158Q: 3 clusters Score -1.145815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89563 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -11458158.000000 Penalty: 5664.580078
	Iteration 159Q: 3 clusters Score -1.145816e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89565 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -11458152.000000 Penalty: 5664.580078
	Iteration 160F: 3 clusters Score -1.145815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89567 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -11458158.000000 Penalty: 5664.580078
	Iteration 161Q: 3 clusters Score -1.145816e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89568 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -11458154.000000 Penalty: 5664.580078
	Iteration 162Q: 3 clusters Score -1.145815e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89570 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -11458153.000000 Penalty: 5664.580078
	Iteration 163Q: 3 clusters Score -1.145815e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89570 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -11458153.000000 Penalty: 5664.580078
	Iteration 164F: 3 clusters Score -1.145815e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Entering Unmasked Estep 
Score: -1821057.375000 Penalty: 2378.254395
	Iteration 0F: 2 clusters Score -1821057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1810310.500000 Penalty: 4756.508789
	Iteration 0F: 3 clusters Score -1810310 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1813751.000000 Penalty: 4756.508789
	Iteration 1F: 3 clusters Score -1813751 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1814152.500000 Penalty: 4756.508789
	Iteration 2F: 3 clusters Score -1814152 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1814444.750000 Penalty: 4756.508789
	Iteration 3F: 3 clusters Score -1814445 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1814728.875000 Penalty: 4756.508789
	Iteration 4Q: 3 clusters Score -1814729 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1815037.625000 Penalty: 4756.508789
	Iteration 5Q: 3 clusters Score -1815038 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1815386.125000 Penalty: 4756.508789
	Iteration 6Q: 3 clusters Score -1815386 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1815807.875000 Penalty: 4756.508789
	Iteration 7Q: 3 clusters Score -1815808 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1816337.250000 Penalty: 4756.508789
	Iteration 8F: 3 clusters Score -1816337 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1816913.625000 Penalty: 4756.508789
	Iteration 9F: 3 clusters Score -1816914 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1817493.000000 Penalty: 4756.508789
	Iteration 10F: 3 clusters Score -1817493 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1817947.125000 Penalty: 4756.508789
	Iteration 11Q: 3 clusters Score -1817947 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1818310.250000 Penalty: 4756.508789
	Iteration 12Q: 3 clusters Score -1818310 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1818558.000000 Penalty: 4756.508789
	Iteration 13Q: 3 clusters Score -1818558 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1818717.125000 Penalty: 4756.508789
	Iteration 14Q: 3 clusters Score -1818717 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1818806.625000 Penalty: 4756.508789
	Iteration 15Q: 3 clusters Score -1818807 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1818865.125000 Penalty: 4756.508789
	Iteration 16Q: 3 clusters Score -1818865 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1818899.500000 Penalty: 4756.508789
	Iteration 17Q: 3 clusters Score -1818900 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1818916.750000 Penalty: 4756.508789
	Iteration 18Q: 3 clusters Score -1818917 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1818931.625000 Penalty: 4756.508789
	Iteration 19Q: 3 clusters Score -1818932 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1818943.000000 Penalty: 4756.508789
	Iteration 20F: 3 clusters Score -1818943 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1818962.000000 Penalty: 4756.508789
	Iteration 21Q: 3 clusters Score -1818962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1818976.625000 Penalty: 4756.508789
	Iteration 22Q: 3 clusters Score -1818977 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1818988.875000 Penalty: 4756.508789
	Iteration 23Q: 3 clusters Score -1818989 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1818993.375000 Penalty: 4756.508789
	Iteration 24Q: 3 clusters Score -1818993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1818997.000000 Penalty: 4756.508789
	Iteration 25Q: 3 clusters Score -1818997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1818998.125000 Penalty: 4756.508789
	Iteration 26Q: 3 clusters Score -1818998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1818998.125000 Penalty: 4756.508789
	Iteration 27F: 3 clusters Score -1818998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (237888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237888 members 
Entering Unmasked Estep 
Score: -29539086.000000 Penalty: 3070.129883
	Iteration 0F: 2 clusters Score -2.953909e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118949 members 
Mstep: Class 2 contains 118939 members 
Entering Unmasked Estep 
Score: -29385410.000000 Penalty: 6140.259766
	Iteration 0F: 3 clusters Score -2.938541e+07 nChanged 114784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120401 members 
Mstep: Class 2 contains 117487 members 
Entering Unmasked Estep 
Score: -29452314.000000 Penalty: 6140.259766
	Iteration 1F: 3 clusters Score -2.945231e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121240 members 
Mstep: Class 2 contains 116648 members 
Entering Unmasked Estep 
Score: -29453058.000000 Penalty: 6140.259766
	Iteration 2Q: 3 clusters Score -2.945306e+07 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122500 members 
Mstep: Class 2 contains 115388 members 
Entering Unmasked Estep 
Score: -29453734.000000 Penalty: 6140.259766
	Iteration 3Q: 3 clusters Score -2.945373e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124401 members 
Mstep: Class 2 contains 113487 members 
Entering Unmasked Estep 
Score: -29454992.000000 Penalty: 6140.259766
	Iteration 4Q: 3 clusters Score -2.945499e+07 nChanged 6600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127271 members 
Mstep: Class 2 contains 110617 members 
Entering Unmasked Estep 
Score: -29456546.000000 Penalty: 6140.259766
	Iteration 5Q: 3 clusters Score -2.945655e+07 nChanged 7560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131629 members 
Mstep: Class 2 contains 106259 members 
Entering Unmasked Estep 
Score: -29458782.000000 Penalty: 6140.259766
	Iteration 6Q: 3 clusters Score -2.945878e+07 nChanged 8949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137882 members 
Mstep: Class 2 contains 100006 members 
Entering Unmasked Estep 
Score: -29462222.000000 Penalty: 6140.259766
	Iteration 7Q: 3 clusters Score -2.946222e+07 nChanged 11074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146892 members 
Mstep: Class 2 contains 90996 members 
Entering Unmasked Estep 
Score: -29468110.000000 Penalty: 6140.259766
	Iteration 8Q: 3 clusters Score -2.946811e+07 nChanged 13696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158986 members 
Mstep: Class 2 contains 78902 members 
Entering Unmasked Estep 
Score: -29476994.000000 Penalty: 6140.259766
	Iteration 9F: 3 clusters Score -2.947699e+07 nChanged 15520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173114 members 
Mstep: Class 2 contains 64774 members 
Entering Unmasked Estep 
Score: -29489068.000000 Penalty: 6140.259766
	Iteration 10F: 3 clusters Score -2.948907e+07 nChanged 15303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187311 members 
Mstep: Class 2 contains 50577 members 
Entering Unmasked Estep 
Score: -29501604.000000 Penalty: 6140.259766
	Iteration 11F: 3 clusters Score -2.95016e+07 nChanged 12814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199253 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -29511700.000000 Penalty: 6140.259766
	Iteration 12F: 3 clusters Score -2.95117e+07 nChanged 9846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208581 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -29519008.000000 Penalty: 6140.259766
	Iteration 13Q: 3 clusters Score -2.951901e+07 nChanged 7586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216033 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -29523296.000000 Penalty: 6140.259766
	Iteration 14Q: 3 clusters Score -2.95233e+07 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222189 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -29526896.000000 Penalty: 6140.259766
	Iteration 15Q: 3 clusters Score -2.95269e+07 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227136 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -29529916.000000 Penalty: 6140.259766
	Iteration 16Q: 3 clusters Score -2.952992e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230973 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -29532254.000000 Penalty: 6140.259766
	Iteration 17Q: 3 clusters Score -2.953225e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233627 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -29533858.000000 Penalty: 6140.259766
	Iteration 18Q: 3 clusters Score -2.953386e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235342 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -29534816.000000 Penalty: 6140.259766
	Iteration 19Q: 3 clusters Score -2.953482e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236261 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -29535520.000000 Penalty: 6140.259766
	Iteration 20F: 3 clusters Score -2.953552e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236782 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -29535948.000000 Penalty: 6140.259766
	Iteration 21Q: 3 clusters Score -2.953595e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237042 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -29536182.000000 Penalty: 6140.259766
	Iteration 22Q: 3 clusters Score -2.953618e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237183 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -29536256.000000 Penalty: 6140.259766
	Iteration 23Q: 3 clusters Score -2.953626e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237254 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -29536316.000000 Penalty: 6140.259766
	Iteration 24Q: 3 clusters Score -2.953632e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237314 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -29536374.000000 Penalty: 6140.259766
	Iteration 25Q: 3 clusters Score -2.953637e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237359 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -29536416.000000 Penalty: 6140.259766
	Iteration 26Q: 3 clusters Score -2.953642e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237384 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -29536446.000000 Penalty: 6140.259766
	Iteration 27Q: 3 clusters Score -2.953645e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237401 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -29536458.000000 Penalty: 6140.259766
	Iteration 28Q: 3 clusters Score -2.953646e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237415 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -29536502.000000 Penalty: 6140.259766
	Iteration 29Q: 3 clusters Score -2.95365e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237427 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -29536490.000000 Penalty: 6140.259766
	Iteration 30Q: 3 clusters Score -2.953649e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237439 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -29536496.000000 Penalty: 6140.259766
	Iteration 31Q: 3 clusters Score -2.95365e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237446 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -29536486.000000 Penalty: 6140.259766
	Iteration 32Q: 3 clusters Score -2.953649e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237449 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -29536494.000000 Penalty: 6140.259766
	Iteration 33Q: 3 clusters Score -2.953649e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237456 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -29536496.000000 Penalty: 6140.259766
	Iteration 34Q: 3 clusters Score -2.95365e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237458 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -29536506.000000 Penalty: 6140.259766
	Iteration 35Q: 3 clusters Score -2.953651e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237459 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -29536502.000000 Penalty: 6140.259766
	Iteration 36Q: 3 clusters Score -2.95365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237460 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -29536508.000000 Penalty: 6140.259766
	Iteration 37Q: 3 clusters Score -2.953651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237462 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -29536512.000000 Penalty: 6140.259766
	Iteration 38Q: 3 clusters Score -2.953651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237464 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -29536508.000000 Penalty: 6140.259766
	Iteration 39Q: 3 clusters Score -2.953651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237466 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -29536496.000000 Penalty: 6140.259766
	Iteration 40F: 3 clusters Score -2.95365e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237467 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -29536494.000000 Penalty: 6140.259766
	Iteration 41Q: 3 clusters Score -2.953649e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237468 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -29536516.000000 Penalty: 6140.259766
	Iteration 42Q: 3 clusters Score -2.953652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237470 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -29536514.000000 Penalty: 6140.259766
	Iteration 43Q: 3 clusters Score -2.953651e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237469 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -29536516.000000 Penalty: 6140.259766
	Iteration 44Q: 3 clusters Score -2.953652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237468 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -29536504.000000 Penalty: 6140.259766
	Iteration 45Q: 3 clusters Score -2.95365e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237468 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -29536504.000000 Penalty: 6140.259766
	Iteration 46F: 3 clusters Score -2.95365e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Entering Unmasked Estep 
Score: -459660.187500 Penalty: 2050.327393
	Iteration 0F: 2 clusters Score -459660.2 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 1898 members 
Entering Unmasked Estep 
Score: -455833.343750 Penalty: 4100.654785
	Iteration 0F: 3 clusters Score -455833.3 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -456618.375000 Penalty: 4100.654785
	Iteration 1F: 3 clusters Score -456618.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -456833.218750 Penalty: 4100.654785
	Iteration 2F: 3 clusters Score -456833.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -456995.062500 Penalty: 4100.654785
	Iteration 3F: 3 clusters Score -456995.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -457108.062500 Penalty: 4100.654785
	Iteration 4Q: 3 clusters Score -457108.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -457203.468750 Penalty: 4100.654785
	Iteration 5Q: 3 clusters Score -457203.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -457300.093750 Penalty: 4100.654785
	Iteration 6Q: 3 clusters Score -457300.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -457380.531250 Penalty: 4100.654785
	Iteration 7Q: 3 clusters Score -457380.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -457447.250000 Penalty: 4100.654785
	Iteration 8Q: 3 clusters Score -457447.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -457507.218750 Penalty: 4100.654785
	Iteration 9Q: 3 clusters Score -457507.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -457563.656250 Penalty: 4100.654785
	Iteration 10Q: 3 clusters Score -457563.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -457619.125000 Penalty: 4100.654785
	Iteration 11Q: 3 clusters Score -457619.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -457671.843750 Penalty: 4100.654785
	Iteration 12Q: 3 clusters Score -457671.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -457716.625000 Penalty: 4100.654785
	Iteration 13Q: 3 clusters Score -457716.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -457769.750000 Penalty: 4100.654785
	Iteration 14Q: 3 clusters Score -457769.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -457817.406250 Penalty: 4100.654785
	Iteration 15Q: 3 clusters Score -457817.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -457869.031250 Penalty: 4100.654785
	Iteration 16Q: 3 clusters Score -457869 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -457919.562500 Penalty: 4100.654785
	Iteration 17Q: 3 clusters Score -457919.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -457961.031250 Penalty: 4100.654785
	Iteration 18Q: 3 clusters Score -457961 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -458004.531250 Penalty: 4100.654785
	Iteration 19Q: 3 clusters Score -458004.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -458051.843750 Penalty: 4100.654785
	Iteration 20F: 3 clusters Score -458051.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -458091.812500 Penalty: 4100.654785
	Iteration 21Q: 3 clusters Score -458091.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -458115.000000 Penalty: 4100.654785
	Iteration 22Q: 3 clusters Score -458115 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -458135.187500 Penalty: 4100.654785
	Iteration 23Q: 3 clusters Score -458135.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -458147.750000 Penalty: 4100.654785
	Iteration 24Q: 3 clusters Score -458147.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -458154.593750 Penalty: 4100.654785
	Iteration 25Q: 3 clusters Score -458154.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -458166.218750 Penalty: 4100.654785
	Iteration 26Q: 3 clusters Score -458166.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -458180.156250 Penalty: 4100.654785
	Iteration 27Q: 3 clusters Score -458180.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -458194.468750 Penalty: 4100.654785
	Iteration 28Q: 3 clusters Score -458194.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -458201.656250 Penalty: 4100.654785
	Iteration 29Q: 3 clusters Score -458201.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -458205.125000 Penalty: 4100.654785
	Iteration 30Q: 3 clusters Score -458205.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -458206.625000 Penalty: 4100.654785
	Iteration 31Q: 3 clusters Score -458206.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -458208.250000 Penalty: 4100.654785
	Iteration 32Q: 3 clusters Score -458208.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -458208.968750 Penalty: 4100.654785
	Iteration 33Q: 3 clusters Score -458209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -458209.906250 Penalty: 4100.654785
	Iteration 34Q: 3 clusters Score -458209.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -458209.906250 Penalty: 4100.654785
	Iteration 35F: 3 clusters Score -458209.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Entering Unmasked Estep 
Score: -2178745.000000 Penalty: 2420.413574
	Iteration 0F: 2 clusters Score -2178745 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -2166356.250000 Penalty: 4840.827148
	Iteration 0F: 3 clusters Score -2166356 nChanged 7518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -2170361.250000 Penalty: 4840.827148
	Iteration 1F: 3 clusters Score -2170361 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -2170715.750000 Penalty: 4840.827148
	Iteration 2F: 3 clusters Score -2170716 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -2171031.750000 Penalty: 4840.827148
	Iteration 3Q: 3 clusters Score -2171032 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -2171352.000000 Penalty: 4840.827148
	Iteration 4Q: 3 clusters Score -2171352 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -2171698.000000 Penalty: 4840.827148
	Iteration 5Q: 3 clusters Score -2171698 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -2172085.500000 Penalty: 4840.827148
	Iteration 6Q: 3 clusters Score -2172086 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -2172604.250000 Penalty: 4840.827148
	Iteration 7F: 3 clusters Score -2172604 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -2173260.750000 Penalty: 4840.827148
	Iteration 8F: 3 clusters Score -2173261 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2173999.500000 Penalty: 4840.827148
	Iteration 9F: 3 clusters Score -2174000 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2174803.000000 Penalty: 4840.827148
	Iteration 10F: 3 clusters Score -2174803 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2175460.000000 Penalty: 4840.827148
	Iteration 11Q: 3 clusters Score -2175460 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -2175952.500000 Penalty: 4840.827148
	Iteration 12Q: 3 clusters Score -2175952 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2176251.500000 Penalty: 4840.827148
	Iteration 13Q: 3 clusters Score -2176252 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2176413.500000 Penalty: 4840.827148
	Iteration 14Q: 3 clusters Score -2176414 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2176480.250000 Penalty: 4840.827148
	Iteration 15Q: 3 clusters Score -2176480 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2176541.000000 Penalty: 4840.827148
	Iteration 16Q: 3 clusters Score -2176541 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2176577.500000 Penalty: 4840.827148
	Iteration 17Q: 3 clusters Score -2176578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -2176597.250000 Penalty: 4840.827148
	Iteration 18Q: 3 clusters Score -2176597 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -2176613.750000 Penalty: 4840.827148
	Iteration 19Q: 3 clusters Score -2176614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2176631.750000 Penalty: 4840.827148
	Iteration 20F: 3 clusters Score -2176632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -2176641.750000 Penalty: 4840.827148
	Iteration 21Q: 3 clusters Score -2176642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2176658.500000 Penalty: 4840.827148
	Iteration 22Q: 3 clusters Score -2176658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2176664.750000 Penalty: 4840.827148
	Iteration 23Q: 3 clusters Score -2176665 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -2176671.250000 Penalty: 4840.827148
	Iteration 24Q: 3 clusters Score -2176671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2176674.000000 Penalty: 4840.827148
	Iteration 25Q: 3 clusters Score -2176674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -2176673.250000 Penalty: 4840.827148
	Iteration 26Q: 3 clusters Score -2176673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -2176673.250000 Penalty: 4840.827148
	Iteration 27F: 3 clusters Score -2176673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2360 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Entering Unmasked Estep 
Score: -280172.218750 Penalty: 1926.071411
	Iteration 0F: 2 clusters Score -280172.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -277291.937500 Penalty: 3852.142822
	Iteration 0F: 3 clusters Score -277291.9 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -277787.843750 Penalty: 3852.142822
	Iteration 1F: 3 clusters Score -277787.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -277918.687500 Penalty: 3852.142822
	Iteration 2F: 3 clusters Score -277918.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -278010.187500 Penalty: 3852.142822
	Iteration 3F: 3 clusters Score -278010.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -278093.625000 Penalty: 3852.142822
	Iteration 4Q: 3 clusters Score -278093.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -278153.218750 Penalty: 3852.142822
	Iteration 5Q: 3 clusters Score -278153.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -278188.781250 Penalty: 3852.142822
	Iteration 6Q: 3 clusters Score -278188.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -278221.843750 Penalty: 3852.142822
	Iteration 7Q: 3 clusters Score -278221.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -278250.281250 Penalty: 3852.142822
	Iteration 8Q: 3 clusters Score -278250.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -278278.781250 Penalty: 3852.142822
	Iteration 9Q: 3 clusters Score -278278.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -278304.375000 Penalty: 3852.142822
	Iteration 10Q: 3 clusters Score -278304.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -278329.062500 Penalty: 3852.142822
	Iteration 11Q: 3 clusters Score -278329.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -278366.875000 Penalty: 3852.142822
	Iteration 12Q: 3 clusters Score -278366.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -278415.906250 Penalty: 3852.142822
	Iteration 13Q: 3 clusters Score -278415.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -278485.968750 Penalty: 3852.142822
	Iteration 14Q: 3 clusters Score -278486 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -278547.812500 Penalty: 3852.142822
	Iteration 15Q: 3 clusters Score -278547.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -278595.218750 Penalty: 3852.142822
	Iteration 16Q: 3 clusters Score -278595.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -278633.343750 Penalty: 3852.142822
	Iteration 17Q: 3 clusters Score -278633.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -278662.937500 Penalty: 3852.142822
	Iteration 18Q: 3 clusters Score -278662.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -278691.687500 Penalty: 3852.142822
	Iteration 19Q: 3 clusters Score -278691.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -278715.125000 Penalty: 3852.142822
	Iteration 20F: 3 clusters Score -278715.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -278744.843750 Penalty: 3852.142822
	Iteration 21Q: 3 clusters Score -278744.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -278768.781250 Penalty: 3852.142822
	Iteration 22Q: 3 clusters Score -278768.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -278789.031250 Penalty: 3852.142822
	Iteration 23Q: 3 clusters Score -278789 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -278806.375000 Penalty: 3852.142822
	Iteration 24Q: 3 clusters Score -278806.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -278818.125000 Penalty: 3852.142822
	Iteration 25Q: 3 clusters Score -278818.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -278828.312500 Penalty: 3852.142822
	Iteration 26Q: 3 clusters Score -278828.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -278832.750000 Penalty: 3852.142822
	Iteration 27Q: 3 clusters Score -278832.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -278834.718750 Penalty: 3852.142822
	Iteration 28Q: 3 clusters Score -278834.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -278836.593750 Penalty: 3852.142822
	Iteration 29Q: 3 clusters Score -278836.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -278841.343750 Penalty: 3852.142822
	Iteration 30Q: 3 clusters Score -278841.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -278842.843750 Penalty: 3852.142822
	Iteration 31Q: 3 clusters Score -278842.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -278844.375000 Penalty: 3852.142822
	Iteration 32Q: 3 clusters Score -278844.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -278844.781250 Penalty: 3852.142822
	Iteration 33Q: 3 clusters Score -278844.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -278845.906250 Penalty: 3852.142822
	Iteration 34Q: 3 clusters Score -278845.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -278851.562500 Penalty: 3852.142822
	Iteration 35Q: 3 clusters Score -278851.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -278856.218750 Penalty: 3852.142822
	Iteration 36Q: 3 clusters Score -278856.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -278858.750000 Penalty: 3852.142822
	Iteration 37Q: 3 clusters Score -278858.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -278861.531250 Penalty: 3852.142822
	Iteration 38Q: 3 clusters Score -278861.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -278863.562500 Penalty: 3852.142822
	Iteration 39Q: 3 clusters Score -278863.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -278864.218750 Penalty: 3852.142822
	Iteration 40F: 3 clusters Score -278864.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (27473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Entering Unmasked Estep 
Score: -3459108.250000 Penalty: 2534.797852
	Iteration 0F: 2 clusters Score -3459108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -3440184.000000 Penalty: 5069.595703
	Iteration 0F: 3 clusters Score -3440184 nChanged 12291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -3446987.250000 Penalty: 5069.595703
	Iteration 1F: 3 clusters Score -3446987 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -3447436.500000 Penalty: 5069.595703
	Iteration 2Q: 3 clusters Score -3447436 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -3447892.750000 Penalty: 5069.595703
	Iteration 3Q: 3 clusters Score -3447893 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -3448415.250000 Penalty: 5069.595703
	Iteration 4Q: 3 clusters Score -3448415 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -3449068.500000 Penalty: 5069.595703
	Iteration 5Q: 3 clusters Score -3449068 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -3449962.750000 Penalty: 5069.595703
	Iteration 6F: 3 clusters Score -3449963 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -3451072.500000 Penalty: 5069.595703
	Iteration 7F: 3 clusters Score -3451072 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -3452328.250000 Penalty: 5069.595703
	Iteration 8F: 3 clusters Score -3452328 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -3453603.750000 Penalty: 5069.595703
	Iteration 9F: 3 clusters Score -3453604 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22166 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -3454723.250000 Penalty: 5069.595703
	Iteration 10F: 3 clusters Score -3454723 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -3455650.250000 Penalty: 5069.595703
	Iteration 11Q: 3 clusters Score -3455650 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -3456335.500000 Penalty: 5069.595703
	Iteration 12Q: 3 clusters Score -3456336 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -3456757.500000 Penalty: 5069.595703
	Iteration 13Q: 3 clusters Score -3456758 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25100 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -3457024.750000 Penalty: 5069.595703
	Iteration 14Q: 3 clusters Score -3457025 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25409 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3457197.250000 Penalty: 5069.595703
	Iteration 15Q: 3 clusters Score -3457197 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -3457326.000000 Penalty: 5069.595703
	Iteration 16Q: 3 clusters Score -3457326 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3457411.250000 Penalty: 5069.595703
	Iteration 17Q: 3 clusters Score -3457411 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25968 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -3457476.750000 Penalty: 5069.595703
	Iteration 18Q: 3 clusters Score -3457477 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -3457522.000000 Penalty: 5069.595703
	Iteration 19Q: 3 clusters Score -3457522 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3457568.750000 Penalty: 5069.595703
	Iteration 20F: 3 clusters Score -3457569 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -3457591.250000 Penalty: 5069.595703
	Iteration 21Q: 3 clusters Score -3457591 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26263 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -3457608.000000 Penalty: 5069.595703
	Iteration 22Q: 3 clusters Score -3457608 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26300 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3457619.000000 Penalty: 5069.595703
	Iteration 23Q: 3 clusters Score -3457619 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26340 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -3457638.750000 Penalty: 5069.595703
	Iteration 24Q: 3 clusters Score -3457639 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3457645.250000 Penalty: 5069.595703
	Iteration 25Q: 3 clusters Score -3457645 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3457666.500000 Penalty: 5069.595703
	Iteration 26Q: 3 clusters Score -3457666 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -3457679.000000 Penalty: 5069.595703
	Iteration 27Q: 3 clusters Score -3457679 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3457676.750000 Penalty: 5069.595703
	Iteration 28Q: 3 clusters Score -3457677 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3457684.250000 Penalty: 5069.595703
	Iteration 29Q: 3 clusters Score -3457684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3457690.000000 Penalty: 5069.595703
	Iteration 30Q: 3 clusters Score -3457690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3457693.000000 Penalty: 5069.595703
	Iteration 31Q: 3 clusters Score -3457693 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3457696.250000 Penalty: 5069.595703
	Iteration 32Q: 3 clusters Score -3457696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3457709.250000 Penalty: 5069.595703
	Iteration 33Q: 3 clusters Score -3457709 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3457704.000000 Penalty: 5069.595703
	Iteration 34Q: 3 clusters Score -3457704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3457716.000000 Penalty: 5069.595703
	Iteration 35Q: 3 clusters Score -3457716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3457722.000000 Penalty: 5069.595703
	Iteration 36Q: 3 clusters Score -3457722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3457724.500000 Penalty: 5069.595703
	Iteration 37Q: 3 clusters Score -3457724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3457730.250000 Penalty: 5069.595703
	Iteration 38Q: 3 clusters Score -3457730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -3457731.500000 Penalty: 5069.595703
	Iteration 39Q: 3 clusters Score -3457732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -3457730.750000 Penalty: 5069.595703
	Iteration 40F: 3 clusters Score -3457731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3457730.750000 Penalty: 5069.595703
	Iteration 41Q: 3 clusters Score -3457731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26580 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3457730.500000 Penalty: 5069.595703
	Iteration 42Q: 3 clusters Score -3457730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3457731.750000 Penalty: 5069.595703
	Iteration 43Q: 3 clusters Score -3457732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26587 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3457735.250000 Penalty: 5069.595703
	Iteration 44Q: 3 clusters Score -3457735 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3457732.500000 Penalty: 5069.595703
	Iteration 45Q: 3 clusters Score -3457732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3457732.500000 Penalty: 5069.595703
	Iteration 46F: 3 clusters Score -3457732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Entering Unmasked Estep 
Score: -714654.312500 Penalty: 2142.705322
	Iteration 0F: 2 clusters Score -714654.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -709697.437500 Penalty: 4285.410645
	Iteration 0F: 3 clusters Score -709697.4 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -710823.125000 Penalty: 4285.410645
	Iteration 1F: 3 clusters Score -710823.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -711025.437500 Penalty: 4285.410645
	Iteration 2F: 3 clusters Score -711025.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -711156.500000 Penalty: 4285.410645
	Iteration 3Q: 3 clusters Score -711156.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -711255.750000 Penalty: 4285.410645
	Iteration 4Q: 3 clusters Score -711255.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -711320.687500 Penalty: 4285.410645
	Iteration 5Q: 3 clusters Score -711320.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -711379.562500 Penalty: 4285.410645
	Iteration 6Q: 3 clusters Score -711379.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -711430.250000 Penalty: 4285.410645
	Iteration 7Q: 3 clusters Score -711430.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -711474.812500 Penalty: 4285.410645
	Iteration 8Q: 3 clusters Score -711474.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -711512.125000 Penalty: 4285.410645
	Iteration 9Q: 3 clusters Score -711512.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -711538.500000 Penalty: 4285.410645
	Iteration 10Q: 3 clusters Score -711538.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -711553.375000 Penalty: 4285.410645
	Iteration 11Q: 3 clusters Score -711553.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -711571.000000 Penalty: 4285.410645
	Iteration 12Q: 3 clusters Score -711571 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -711589.500000 Penalty: 4285.410645
	Iteration 13Q: 3 clusters Score -711589.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -711615.562500 Penalty: 4285.410645
	Iteration 14Q: 3 clusters Score -711615.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -711639.000000 Penalty: 4285.410645
	Iteration 15Q: 3 clusters Score -711639 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -711654.000000 Penalty: 4285.410645
	Iteration 16Q: 3 clusters Score -711654 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -711669.437500 Penalty: 4285.410645
	Iteration 17Q: 3 clusters Score -711669.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -711684.000000 Penalty: 4285.410645
	Iteration 18Q: 3 clusters Score -711684 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -711703.375000 Penalty: 4285.410645
	Iteration 19Q: 3 clusters Score -711703.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -711726.500000 Penalty: 4285.410645
	Iteration 20F: 3 clusters Score -711726.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -711757.875000 Penalty: 4285.410645
	Iteration 21Q: 3 clusters Score -711757.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -711795.812500 Penalty: 4285.410645
	Iteration 22Q: 3 clusters Score -711795.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -711839.937500 Penalty: 4285.410645
	Iteration 23Q: 3 clusters Score -711839.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -711871.812500 Penalty: 4285.410645
	Iteration 24Q: 3 clusters Score -711871.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -711897.625000 Penalty: 4285.410645
	Iteration 25Q: 3 clusters Score -711897.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -711917.562500 Penalty: 4285.410645
	Iteration 26Q: 3 clusters Score -711917.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -711936.437500 Penalty: 4285.410645
	Iteration 27Q: 3 clusters Score -711936.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -711962.500000 Penalty: 4285.410645
	Iteration 28Q: 3 clusters Score -711962.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -711997.062500 Penalty: 4285.410645
	Iteration 29Q: 3 clusters Score -711997.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -712027.500000 Penalty: 4285.410645
	Iteration 30Q: 3 clusters Score -712027.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -712065.250000 Penalty: 4285.410645
	Iteration 31Q: 3 clusters Score -712065.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -712104.687500 Penalty: 4285.410645
	Iteration 32Q: 3 clusters Score -712104.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -712142.687500 Penalty: 4285.410645
	Iteration 33Q: 3 clusters Score -712142.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -712188.000000 Penalty: 4285.410645
	Iteration 34Q: 3 clusters Score -712188 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -712233.312500 Penalty: 4285.410645
	Iteration 35Q: 3 clusters Score -712233.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -712289.062500 Penalty: 4285.410645
	Iteration 36Q: 3 clusters Score -712289.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -712348.500000 Penalty: 4285.410645
	Iteration 37Q: 3 clusters Score -712348.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -712412.937500 Penalty: 4285.410645
	Iteration 38Q: 3 clusters Score -712412.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -712475.562500 Penalty: 4285.410645
	Iteration 39Q: 3 clusters Score -712475.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -712524.375000 Penalty: 4285.410645
	Iteration 40F: 3 clusters Score -712524.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -712562.875000 Penalty: 4285.410645
	Iteration 41Q: 3 clusters Score -712562.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -712600.562500 Penalty: 4285.410645
	Iteration 42Q: 3 clusters Score -712600.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -712631.312500 Penalty: 4285.410645
	Iteration 43Q: 3 clusters Score -712631.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -712660.750000 Penalty: 4285.410645
	Iteration 44Q: 3 clusters Score -712660.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -712678.937500 Penalty: 4285.410645
	Iteration 45Q: 3 clusters Score -712678.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -712696.250000 Penalty: 4285.410645
	Iteration 46Q: 3 clusters Score -712696.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -712706.500000 Penalty: 4285.410645
	Iteration 47Q: 3 clusters Score -712706.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -712718.625000 Penalty: 4285.410645
	Iteration 48Q: 3 clusters Score -712718.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -712725.250000 Penalty: 4285.410645
	Iteration 49Q: 3 clusters Score -712725.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -712729.937500 Penalty: 4285.410645
	Iteration 50Q: 3 clusters Score -712729.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -712737.562500 Penalty: 4285.410645
	Iteration 51Q: 3 clusters Score -712737.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -712746.812500 Penalty: 4285.410645
	Iteration 52Q: 3 clusters Score -712746.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -712752.500000 Penalty: 4285.410645
	Iteration 53Q: 3 clusters Score -712752.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -712757.250000 Penalty: 4285.410645
	Iteration 54Q: 3 clusters Score -712757.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -712758.812500 Penalty: 4285.410645
	Iteration 55Q: 3 clusters Score -712758.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -712762.812500 Penalty: 4285.410645
	Iteration 56Q: 3 clusters Score -712762.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -712763.312500 Penalty: 4285.410645
	Iteration 57Q: 3 clusters Score -712763.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -712762.125000 Penalty: 4285.410645
	Iteration 58Q: 3 clusters Score -712762.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -712762.125000 Penalty: 4285.410645
	Iteration 59F: 3 clusters Score -712762.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Entering Unmasked Estep 
Score: -153161.890625 Penalty: 1781.411743
	Iteration 0F: 2 clusters Score -153161.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -151048.031250 Penalty: 3562.823486
	Iteration 0F: 3 clusters Score -151048 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -151400.093750 Penalty: 3562.823486
	Iteration 1F: 3 clusters Score -151400.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -151512.984375 Penalty: 3562.823486
	Iteration 2F: 3 clusters Score -151513 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -151600.859375 Penalty: 3562.823486
	Iteration 3Q: 3 clusters Score -151600.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -151692.421875 Penalty: 3562.823486
	Iteration 4Q: 3 clusters Score -151692.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -151812.765625 Penalty: 3562.823486
	Iteration 5Q: 3 clusters Score -151812.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -152018.046875 Penalty: 3562.823486
	Iteration 6Q: 3 clusters Score -152018 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -152215.859375 Penalty: 3562.823486
	Iteration 7Q: 3 clusters Score -152215.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -152344.031250 Penalty: 3562.823486
	Iteration 8Q: 3 clusters Score -152344 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -152449.218750 Penalty: 3562.823486
	Iteration 9Q: 3 clusters Score -152449.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -152534.187500 Penalty: 3562.823486
	Iteration 10Q: 3 clusters Score -152534.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -152598.296875 Penalty: 3562.823486
	Iteration 11Q: 3 clusters Score -152598.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -152641.109375 Penalty: 3562.823486
	Iteration 12Q: 3 clusters Score -152641.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -152671.796875 Penalty: 3562.823486
	Iteration 13Q: 3 clusters Score -152671.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -152695.078125 Penalty: 3562.823486
	Iteration 14Q: 3 clusters Score -152695.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -152710.171875 Penalty: 3562.823486
	Iteration 15Q: 3 clusters Score -152710.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -152739.015625 Penalty: 3562.823486
	Iteration 16Q: 3 clusters Score -152739 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -152775.281250 Penalty: 3562.823486
	Iteration 17Q: 3 clusters Score -152775.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -152826.250000 Penalty: 3562.823486
	Iteration 18Q: 3 clusters Score -152826.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -152875.000000 Penalty: 3562.823486
	Iteration 19Q: 3 clusters Score -152875 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -152931.437500 Penalty: 3562.823486
	Iteration 20F: 3 clusters Score -152931.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -152993.156250 Penalty: 3562.823486
	Iteration 21Q: 3 clusters Score -152993.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -153074.234375 Penalty: 3562.823486
	Iteration 22Q: 3 clusters Score -153074.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -153126.750000 Penalty: 3562.823486
	Iteration 23Q: 3 clusters Score -153126.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -153182.468750 Penalty: 3562.823486
	Iteration 24Q: 3 clusters Score -153182.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -153225.578125 Penalty: 3562.823486
	Iteration 25Q: 3 clusters Score -153225.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -153260.609375 Penalty: 3562.823486
	Iteration 26Q: 3 clusters Score -153260.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -153280.390625 Penalty: 3562.823486
	Iteration 27Q: 3 clusters Score -153280.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -153287.328125 Penalty: 3562.823486
	Iteration 28Q: 3 clusters Score -153287.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -153289.796875 Penalty: 3562.823486
	Iteration 29Q: 3 clusters Score -153289.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -153290.562500 Penalty: 3562.823486
	Iteration 30Q: 3 clusters Score -153290.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -153290.562500 Penalty: 3562.823486
	Iteration 31F: 3 clusters Score -153290.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 91174 members 
Mstep: Class 3 contains 14614 members 
Mstep: Class 4 contains 237888 members 
Mstep: Class 5 contains 3895 members 
Mstep: Class 6 contains 17322 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 27473 members 
Mstep: Class 9 contains 5653 members 
Mstep: Class 10 contains 442 members 
Mstep: Class 11 contains 89787 members 
Mstep: Class 12 contains 21213 members 
Mstep: Class 13 contains 38067 members 
Mstep: Class 14 contains 4509 members 
Mstep: Class 15 contains 516 members 
Mstep: Class 16 contains 54610 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 187512 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2754 members 
Mstep: Class 21 contains 10398 members 
Mstep: Class 22 contains 35696 members 
Mstep: Class 23 contains 6632 members 
Mstep: Class 24 contains 875 members 
Entering Unmasked Estep 
Score: -104769968.000000 Penalty: 81314.312500
Splitting cluster 10 changes total score from -104771792.000000 to -104769968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (89787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89787 members 
Entering Unmasked Estep 
Score: -11252621.000000 Penalty: 2828.488525
	Iteration 0F: 2 clusters Score -1.125262e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44826 members 
Mstep: Class 2 contains 44961 members 
Entering Unmasked Estep 
Score: -11192630.000000 Penalty: 5656.977051
	Iteration 0F: 3 clusters Score -1.119263e+07 nChanged 42177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44563 members 
Mstep: Class 2 contains 45224 members 
Entering Unmasked Estep 
Score: -11216559.000000 Penalty: 5656.977051
	Iteration 1F: 3 clusters Score -1.121656e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44372 members 
Mstep: Class 2 contains 45415 members 
Entering Unmasked Estep 
Score: -11217376.000000 Penalty: 5656.977051
	Iteration 2Q: 3 clusters Score -1.121738e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44203 members 
Mstep: Class 2 contains 45584 members 
Entering Unmasked Estep 
Score: -11218258.000000 Penalty: 5656.977051
	Iteration 3Q: 3 clusters Score -1.121826e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44013 members 
Mstep: Class 2 contains 45774 members 
Entering Unmasked Estep 
Score: -11219675.000000 Penalty: 5656.977051
	Iteration 4Q: 3 clusters Score -1.121968e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43884 members 
Mstep: Class 2 contains 45903 members 
Entering Unmasked Estep 
Score: -11221608.000000 Penalty: 5656.977051
	Iteration 5Q: 3 clusters Score -1.122161e+07 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43781 members 
Mstep: Class 2 contains 46006 members 
Entering Unmasked Estep 
Score: -11224132.000000 Penalty: 5656.977051
	Iteration 6F: 3 clusters Score -1.122413e+07 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43813 members 
Mstep: Class 2 contains 45974 members 
Entering Unmasked Estep 
Score: -11227261.000000 Penalty: 5656.977051
	Iteration 7F: 3 clusters Score -1.122726e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44062 members 
Mstep: Class 2 contains 45725 members 
Entering Unmasked Estep 
Score: -11230897.000000 Penalty: 5656.977051
	Iteration 8F: 3 clusters Score -1.12309e+07 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44365 members 
Mstep: Class 2 contains 45422 members 
Entering Unmasked Estep 
Score: -11234498.000000 Penalty: 5656.977051
	Iteration 9F: 3 clusters Score -1.12345e+07 nChanged 5122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44707 members 
Mstep: Class 2 contains 45080 members 
Entering Unmasked Estep 
Score: -11237599.000000 Penalty: 5656.977051
	Iteration 10F: 3 clusters Score -1.12376e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45064 members 
Mstep: Class 2 contains 44723 members 
Entering Unmasked Estep 
Score: -11239510.000000 Penalty: 5656.977051
	Iteration 11Q: 3 clusters Score -1.123951e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45297 members 
Mstep: Class 2 contains 44490 members 
Entering Unmasked Estep 
Score: -11240695.000000 Penalty: 5656.977051
	Iteration 12Q: 3 clusters Score -1.12407e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45539 members 
Mstep: Class 2 contains 44248 members 
Entering Unmasked Estep 
Score: -11241367.000000 Penalty: 5656.977051
	Iteration 13Q: 3 clusters Score -1.124137e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45853 members 
Mstep: Class 2 contains 43934 members 
Entering Unmasked Estep 
Score: -11241911.000000 Penalty: 5656.977051
	Iteration 14Q: 3 clusters Score -1.124191e+07 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46260 members 
Mstep: Class 2 contains 43527 members 
Entering Unmasked Estep 
Score: -11242456.000000 Penalty: 5656.977051
	Iteration 15Q: 3 clusters Score -1.124246e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46736 members 
Mstep: Class 2 contains 43051 members 
Entering Unmasked Estep 
Score: -11242889.000000 Penalty: 5656.977051
	Iteration 16Q: 3 clusters Score -1.124289e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47269 members 
Mstep: Class 2 contains 42518 members 
Entering Unmasked Estep 
Score: -11243278.000000 Penalty: 5656.977051
	Iteration 17Q: 3 clusters Score -1.124328e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47857 members 
Mstep: Class 2 contains 41930 members 
Entering Unmasked Estep 
Score: -11243692.000000 Penalty: 5656.977051
	Iteration 18Q: 3 clusters Score -1.124369e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48523 members 
Mstep: Class 2 contains 41264 members 
Entering Unmasked Estep 
Score: -11244105.000000 Penalty: 5656.977051
	Iteration 19Q: 3 clusters Score -1.12441e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49186 members 
Mstep: Class 2 contains 40601 members 
Entering Unmasked Estep 
Score: -11244484.000000 Penalty: 5656.977051
	Iteration 20F: 3 clusters Score -1.124448e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49893 members 
Mstep: Class 2 contains 39894 members 
Entering Unmasked Estep 
Score: -11244866.000000 Penalty: 5656.977051
	Iteration 21Q: 3 clusters Score -1.124487e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50657 members 
Mstep: Class 2 contains 39130 members 
Entering Unmasked Estep 
Score: -11245282.000000 Penalty: 5656.977051
	Iteration 22Q: 3 clusters Score -1.124528e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51522 members 
Mstep: Class 2 contains 38265 members 
Entering Unmasked Estep 
Score: -11245783.000000 Penalty: 5656.977051
	Iteration 23Q: 3 clusters Score -1.124578e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52372 members 
Mstep: Class 2 contains 37415 members 
Entering Unmasked Estep 
Score: -11246316.000000 Penalty: 5656.977051
	Iteration 24Q: 3 clusters Score -1.124632e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53184 members 
Mstep: Class 2 contains 36603 members 
Entering Unmasked Estep 
Score: -11246742.000000 Penalty: 5656.977051
	Iteration 25Q: 3 clusters Score -1.124674e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54019 members 
Mstep: Class 2 contains 35768 members 
Entering Unmasked Estep 
Score: -11247123.000000 Penalty: 5656.977051
	Iteration 26Q: 3 clusters Score -1.124712e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54760 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -11247442.000000 Penalty: 5656.977051
	Iteration 27Q: 3 clusters Score -1.124744e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55451 members 
Mstep: Class 2 contains 34336 members 
Entering Unmasked Estep 
Score: -11247646.000000 Penalty: 5656.977051
	Iteration 28Q: 3 clusters Score -1.124765e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56089 members 
Mstep: Class 2 contains 33698 members 
Entering Unmasked Estep 
Score: -11247843.000000 Penalty: 5656.977051
	Iteration 29Q: 3 clusters Score -1.124784e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56695 members 
Mstep: Class 2 contains 33092 members 
Entering Unmasked Estep 
Score: -11247953.000000 Penalty: 5656.977051
	Iteration 30Q: 3 clusters Score -1.124795e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57253 members 
Mstep: Class 2 contains 32534 members 
Entering Unmasked Estep 
Score: -11248096.000000 Penalty: 5656.977051
	Iteration 31Q: 3 clusters Score -1.12481e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57779 members 
Mstep: Class 2 contains 32008 members 
Entering Unmasked Estep 
Score: -11248154.000000 Penalty: 5656.977051
	Iteration 32Q: 3 clusters Score -1.124815e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58272 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
Score: -11248232.000000 Penalty: 5656.977051
	Iteration 33Q: 3 clusters Score -1.124823e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58751 members 
Mstep: Class 2 contains 31036 members 
Entering Unmasked Estep 
Score: -11248264.000000 Penalty: 5656.977051
	Iteration 34Q: 3 clusters Score -1.124826e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59182 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -11248341.000000 Penalty: 5656.977051
	Iteration 35Q: 3 clusters Score -1.124834e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59591 members 
Mstep: Class 2 contains 30196 members 
Entering Unmasked Estep 
Score: -11248390.000000 Penalty: 5656.977051
	Iteration 36Q: 3 clusters Score -1.124839e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59978 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -11248469.000000 Penalty: 5656.977051
	Iteration 37Q: 3 clusters Score -1.124847e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60339 members 
Mstep: Class 2 contains 29448 members 
Entering Unmasked Estep 
Score: -11248503.000000 Penalty: 5656.977051
	Iteration 38Q: 3 clusters Score -1.12485e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60715 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -11248558.000000 Penalty: 5656.977051
	Iteration 39Q: 3 clusters Score -1.124856e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61035 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -11248596.000000 Penalty: 5656.977051
	Iteration 40F: 3 clusters Score -1.12486e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61346 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -11248626.000000 Penalty: 5656.977051
	Iteration 41Q: 3 clusters Score -1.124863e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61599 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
Score: -11248648.000000 Penalty: 5656.977051
	Iteration 42Q: 3 clusters Score -1.124865e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61806 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -11248630.000000 Penalty: 5656.977051
	Iteration 43Q: 3 clusters Score -1.124863e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62011 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -11248643.000000 Penalty: 5656.977051
	Iteration 44Q: 3 clusters Score -1.124864e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62222 members 
Mstep: Class 2 contains 27565 members 
Entering Unmasked Estep 
Score: -11248658.000000 Penalty: 5656.977051
	Iteration 45Q: 3 clusters Score -1.124866e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62428 members 
Mstep: Class 2 contains 27359 members 
Entering Unmasked Estep 
Score: -11248701.000000 Penalty: 5656.977051
	Iteration 46Q: 3 clusters Score -1.12487e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62621 members 
Mstep: Class 2 contains 27166 members 
Entering Unmasked Estep 
Score: -11248739.000000 Penalty: 5656.977051
	Iteration 47Q: 3 clusters Score -1.124874e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62821 members 
Mstep: Class 2 contains 26966 members 
Entering Unmasked Estep 
Score: -11248777.000000 Penalty: 5656.977051
	Iteration 48Q: 3 clusters Score -1.124878e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63007 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -11248743.000000 Penalty: 5656.977051
	Iteration 49Q: 3 clusters Score -1.124874e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63185 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -11248755.000000 Penalty: 5656.977051
	Iteration 50Q: 3 clusters Score -1.124876e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63355 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -11248758.000000 Penalty: 5656.977051
	Iteration 51Q: 3 clusters Score -1.124876e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63511 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -11248779.000000 Penalty: 5656.977051
	Iteration 52Q: 3 clusters Score -1.124878e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63655 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -11248811.000000 Penalty: 5656.977051
	Iteration 53Q: 3 clusters Score -1.124881e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63791 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -11248851.000000 Penalty: 5656.977051
	Iteration 54Q: 3 clusters Score -1.124885e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63924 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -11248824.000000 Penalty: 5656.977051
	Iteration 55Q: 3 clusters Score -1.124882e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64044 members 
Mstep: Class 2 contains 25743 members 
Entering Unmasked Estep 
Score: -11248838.000000 Penalty: 5656.977051
	Iteration 56Q: 3 clusters Score -1.124884e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64172 members 
Mstep: Class 2 contains 25615 members 
Entering Unmasked Estep 
Score: -11248854.000000 Penalty: 5656.977051
	Iteration 57Q: 3 clusters Score -1.124885e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64281 members 
Mstep: Class 2 contains 25506 members 
Entering Unmasked Estep 
Score: -11248860.000000 Penalty: 5656.977051
	Iteration 58Q: 3 clusters Score -1.124886e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64380 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -11248844.000000 Penalty: 5656.977051
	Iteration 59Q: 3 clusters Score -1.124884e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64479 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -11248853.000000 Penalty: 5656.977051
	Iteration 60F: 3 clusters Score -1.124885e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64593 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -11248883.000000 Penalty: 5656.977051
	Iteration 61Q: 3 clusters Score -1.124888e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64722 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -11248893.000000 Penalty: 5656.977051
	Iteration 62Q: 3 clusters Score -1.124889e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64856 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -11248890.000000 Penalty: 5656.977051
	Iteration 63Q: 3 clusters Score -1.124889e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64997 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -11248884.000000 Penalty: 5656.977051
	Iteration 64Q: 3 clusters Score -1.124888e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65127 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
Score: -11248893.000000 Penalty: 5656.977051
	Iteration 65Q: 3 clusters Score -1.124889e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65242 members 
Mstep: Class 2 contains 24545 members 
Entering Unmasked Estep 
Score: -11248885.000000 Penalty: 5656.977051
	Iteration 66Q: 3 clusters Score -1.124888e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65344 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -11248902.000000 Penalty: 5656.977051
	Iteration 67Q: 3 clusters Score -1.12489e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65454 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -11248923.000000 Penalty: 5656.977051
	Iteration 68Q: 3 clusters Score -1.124892e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65596 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -11248924.000000 Penalty: 5656.977051
	Iteration 69Q: 3 clusters Score -1.124892e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65732 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -11248920.000000 Penalty: 5656.977051
	Iteration 70Q: 3 clusters Score -1.124892e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65876 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -11248920.000000 Penalty: 5656.977051
	Iteration 71Q: 3 clusters Score -1.124892e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66014 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -11248936.000000 Penalty: 5656.977051
	Iteration 72Q: 3 clusters Score -1.124894e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66145 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
Score: -11248942.000000 Penalty: 5656.977051
	Iteration 73Q: 3 clusters Score -1.124894e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66283 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -11248948.000000 Penalty: 5656.977051
	Iteration 74Q: 3 clusters Score -1.124895e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66421 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -11248965.000000 Penalty: 5656.977051
	Iteration 75Q: 3 clusters Score -1.124896e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66557 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -11248963.000000 Penalty: 5656.977051
	Iteration 76Q: 3 clusters Score -1.124896e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66673 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -11248977.000000 Penalty: 5656.977051
	Iteration 77Q: 3 clusters Score -1.124898e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66776 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -11248970.000000 Penalty: 5656.977051
	Iteration 78Q: 3 clusters Score -1.124897e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66878 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -11248977.000000 Penalty: 5656.977051
	Iteration 79Q: 3 clusters Score -1.124898e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66985 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -11248983.000000 Penalty: 5656.977051
	Iteration 80F: 3 clusters Score -1.124898e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67097 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -11248968.000000 Penalty: 5656.977051
	Iteration 81Q: 3 clusters Score -1.124897e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67224 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -11248995.000000 Penalty: 5656.977051
	Iteration 82Q: 3 clusters Score -1.1249e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67357 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -11248998.000000 Penalty: 5656.977051
	Iteration 83Q: 3 clusters Score -1.1249e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67486 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -11249002.000000 Penalty: 5656.977051
	Iteration 84Q: 3 clusters Score -1.1249e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67618 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -11249012.000000 Penalty: 5656.977051
	Iteration 85Q: 3 clusters Score -1.124901e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67755 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -11249017.000000 Penalty: 5656.977051
	Iteration 86Q: 3 clusters Score -1.124902e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67878 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -11248993.000000 Penalty: 5656.977051
	Iteration 87Q: 3 clusters Score -1.124899e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67988 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -11249005.000000 Penalty: 5656.977051
	Iteration 88Q: 3 clusters Score -1.1249e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68100 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -11249025.000000 Penalty: 5656.977051
	Iteration 89Q: 3 clusters Score -1.124902e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68220 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -11249024.000000 Penalty: 5656.977051
	Iteration 90Q: 3 clusters Score -1.124902e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68334 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -11249028.000000 Penalty: 5656.977051
	Iteration 91Q: 3 clusters Score -1.124903e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68431 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -11249040.000000 Penalty: 5656.977051
	Iteration 92Q: 3 clusters Score -1.124904e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68518 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -11249048.000000 Penalty: 5656.977051
	Iteration 93Q: 3 clusters Score -1.124905e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68612 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -11249069.000000 Penalty: 5656.977051
	Iteration 94Q: 3 clusters Score -1.124907e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68700 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -11249074.000000 Penalty: 5656.977051
	Iteration 95Q: 3 clusters Score -1.124907e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68783 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -11249128.000000 Penalty: 5656.977051
	Iteration 96Q: 3 clusters Score -1.124913e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68854 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -11249108.000000 Penalty: 5656.977051
	Iteration 97Q: 3 clusters Score -1.124911e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68917 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -11249116.000000 Penalty: 5656.977051
	Iteration 98Q: 3 clusters Score -1.124912e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68979 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -11249108.000000 Penalty: 5656.977051
	Iteration 99Q: 3 clusters Score -1.124911e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69044 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -11249092.000000 Penalty: 5656.977051
	Iteration 100F: 3 clusters Score -1.124909e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69098 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -11249097.000000 Penalty: 5656.977051
	Iteration 101Q: 3 clusters Score -1.12491e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69155 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -11249123.000000 Penalty: 5656.977051
	Iteration 102Q: 3 clusters Score -1.124912e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69213 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -11249104.000000 Penalty: 5656.977051
	Iteration 103Q: 3 clusters Score -1.12491e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69267 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -11249113.000000 Penalty: 5656.977051
	Iteration 104Q: 3 clusters Score -1.124911e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69326 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -11249111.000000 Penalty: 5656.977051
	Iteration 105Q: 3 clusters Score -1.124911e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69386 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -11249104.000000 Penalty: 5656.977051
	Iteration 106Q: 3 clusters Score -1.12491e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69441 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -11249117.000000 Penalty: 5656.977051
	Iteration 107Q: 3 clusters Score -1.124912e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69510 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -11249098.000000 Penalty: 5656.977051
	Iteration 108Q: 3 clusters Score -1.12491e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69581 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -11249112.000000 Penalty: 5656.977051
	Iteration 109Q: 3 clusters Score -1.124911e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69659 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -11249106.000000 Penalty: 5656.977051
	Iteration 110Q: 3 clusters Score -1.124911e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69743 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -11249105.000000 Penalty: 5656.977051
	Iteration 111Q: 3 clusters Score -1.12491e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69823 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -11249109.000000 Penalty: 5656.977051
	Iteration 112Q: 3 clusters Score -1.124911e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69904 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -11249129.000000 Penalty: 5656.977051
	Iteration 113Q: 3 clusters Score -1.124913e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69984 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -11249126.000000 Penalty: 5656.977051
	Iteration 114Q: 3 clusters Score -1.124913e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70055 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -11249099.000000 Penalty: 5656.977051
	Iteration 115Q: 3 clusters Score -1.12491e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70121 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -11249110.000000 Penalty: 5656.977051
	Iteration 116Q: 3 clusters Score -1.124911e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70179 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -11249126.000000 Penalty: 5656.977051
	Iteration 117Q: 3 clusters Score -1.124913e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70239 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -11249113.000000 Penalty: 5656.977051
	Iteration 118Q: 3 clusters Score -1.124911e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70301 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -11249134.000000 Penalty: 5656.977051
	Iteration 119Q: 3 clusters Score -1.124913e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70353 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -11249139.000000 Penalty: 5656.977051
	Iteration 120F: 3 clusters Score -1.124914e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70403 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -11249137.000000 Penalty: 5656.977051
	Iteration 121Q: 3 clusters Score -1.124914e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70451 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -11249133.000000 Penalty: 5656.977051
	Iteration 122Q: 3 clusters Score -1.124913e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70497 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -11249130.000000 Penalty: 5656.977051
	Iteration 123Q: 3 clusters Score -1.124913e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70540 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -11249143.000000 Penalty: 5656.977051
	Iteration 124Q: 3 clusters Score -1.124914e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70576 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -11249140.000000 Penalty: 5656.977051
	Iteration 125Q: 3 clusters Score -1.124914e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70609 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -11249149.000000 Penalty: 5656.977051
	Iteration 126Q: 3 clusters Score -1.124915e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70646 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -11249170.000000 Penalty: 5656.977051
	Iteration 127Q: 3 clusters Score -1.124917e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70675 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -11249172.000000 Penalty: 5656.977051
	Iteration 128Q: 3 clusters Score -1.124917e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70696 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -11249171.000000 Penalty: 5656.977051
	Iteration 129Q: 3 clusters Score -1.124917e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70724 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -11249174.000000 Penalty: 5656.977051
	Iteration 130Q: 3 clusters Score -1.124917e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70748 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -11249169.000000 Penalty: 5656.977051
	Iteration 131Q: 3 clusters Score -1.124917e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70774 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -11249168.000000 Penalty: 5656.977051
	Iteration 132Q: 3 clusters Score -1.124917e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70805 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -11249187.000000 Penalty: 5656.977051
	Iteration 133Q: 3 clusters Score -1.124919e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70844 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -11249193.000000 Penalty: 5656.977051
	Iteration 134Q: 3 clusters Score -1.124919e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70880 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -11249197.000000 Penalty: 5656.977051
	Iteration 135Q: 3 clusters Score -1.12492e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70919 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -11249200.000000 Penalty: 5656.977051
	Iteration 136Q: 3 clusters Score -1.12492e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70962 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -11249203.000000 Penalty: 5656.977051
	Iteration 137Q: 3 clusters Score -1.12492e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71016 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -11249198.000000 Penalty: 5656.977051
	Iteration 138Q: 3 clusters Score -1.12492e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71066 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -11249203.000000 Penalty: 5656.977051
	Iteration 139Q: 3 clusters Score -1.12492e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71098 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -11249196.000000 Penalty: 5656.977051
	Iteration 140F: 3 clusters Score -1.12492e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71124 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -11249194.000000 Penalty: 5656.977051
	Iteration 141Q: 3 clusters Score -1.124919e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71150 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -11249206.000000 Penalty: 5656.977051
	Iteration 142Q: 3 clusters Score -1.124921e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71180 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -11249206.000000 Penalty: 5656.977051
	Iteration 143Q: 3 clusters Score -1.124921e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71216 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -11249202.000000 Penalty: 5656.977051
	Iteration 144Q: 3 clusters Score -1.12492e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71257 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -11249205.000000 Penalty: 5656.977051
	Iteration 145Q: 3 clusters Score -1.12492e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71294 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -11249215.000000 Penalty: 5656.977051
	Iteration 146Q: 3 clusters Score -1.124922e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71329 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -11249216.000000 Penalty: 5656.977051
	Iteration 147Q: 3 clusters Score -1.124922e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71363 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -11249209.000000 Penalty: 5656.977051
	Iteration 148Q: 3 clusters Score -1.124921e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71392 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -11249206.000000 Penalty: 5656.977051
	Iteration 149Q: 3 clusters Score -1.124921e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71422 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -11249223.000000 Penalty: 5656.977051
	Iteration 150Q: 3 clusters Score -1.124922e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71454 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -11249227.000000 Penalty: 5656.977051
	Iteration 151Q: 3 clusters Score -1.124923e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71490 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -11249236.000000 Penalty: 5656.977051
	Iteration 152Q: 3 clusters Score -1.124924e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71513 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -11249225.000000 Penalty: 5656.977051
	Iteration 153Q: 3 clusters Score -1.124922e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71529 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -11249235.000000 Penalty: 5656.977051
	Iteration 154Q: 3 clusters Score -1.124924e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71548 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -11249230.000000 Penalty: 5656.977051
	Iteration 155Q: 3 clusters Score -1.124923e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71566 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -11249214.000000 Penalty: 5656.977051
	Iteration 156Q: 3 clusters Score -1.124921e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71577 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -11249206.000000 Penalty: 5656.977051
	Iteration 157Q: 3 clusters Score -1.124921e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71591 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -11249208.000000 Penalty: 5656.977051
	Iteration 158Q: 3 clusters Score -1.124921e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71601 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -11249213.000000 Penalty: 5656.977051
	Iteration 159Q: 3 clusters Score -1.124921e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71612 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -11249211.000000 Penalty: 5656.977051
	Iteration 160F: 3 clusters Score -1.124921e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71619 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -11249218.000000 Penalty: 5656.977051
	Iteration 161Q: 3 clusters Score -1.124922e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71623 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -11249224.000000 Penalty: 5656.977051
	Iteration 162Q: 3 clusters Score -1.124922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71628 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -11249225.000000 Penalty: 5656.977051
	Iteration 163Q: 3 clusters Score -1.124922e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71632 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -11249232.000000 Penalty: 5656.977051
	Iteration 164Q: 3 clusters Score -1.124923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71635 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -11249242.000000 Penalty: 5656.977051
	Iteration 165Q: 3 clusters Score -1.124924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71639 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -11249231.000000 Penalty: 5656.977051
	Iteration 166Q: 3 clusters Score -1.124923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71642 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -11249238.000000 Penalty: 5656.977051
	Iteration 167Q: 3 clusters Score -1.124924e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71649 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -11249234.000000 Penalty: 5656.977051
	Iteration 168Q: 3 clusters Score -1.124923e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71660 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -11249230.000000 Penalty: 5656.977051
	Iteration 169Q: 3 clusters Score -1.124923e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71670 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -11249246.000000 Penalty: 5656.977051
	Iteration 170Q: 3 clusters Score -1.124925e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71680 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -11249235.000000 Penalty: 5656.977051
	Iteration 171Q: 3 clusters Score -1.124924e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71687 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -11249246.000000 Penalty: 5656.977051
	Iteration 172Q: 3 clusters Score -1.124925e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71700 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -11249245.000000 Penalty: 5656.977051
	Iteration 173Q: 3 clusters Score -1.124924e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71715 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -11249236.000000 Penalty: 5656.977051
	Iteration 174Q: 3 clusters Score -1.124924e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71726 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -11249246.000000 Penalty: 5656.977051
	Iteration 175Q: 3 clusters Score -1.124925e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71733 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -11249239.000000 Penalty: 5656.977051
	Iteration 176Q: 3 clusters Score -1.124924e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71743 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -11249243.000000 Penalty: 5656.977051
	Iteration 177Q: 3 clusters Score -1.124924e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71750 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -11249243.000000 Penalty: 5656.977051
	Iteration 178Q: 3 clusters Score -1.124924e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71758 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -11249261.000000 Penalty: 5656.977051
	Iteration 179Q: 3 clusters Score -1.124926e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71762 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -11249257.000000 Penalty: 5656.977051
	Iteration 180F: 3 clusters Score -1.124926e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71766 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -11249253.000000 Penalty: 5656.977051
	Iteration 181Q: 3 clusters Score -1.124925e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71773 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -11249246.000000 Penalty: 5656.977051
	Iteration 182Q: 3 clusters Score -1.124925e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71780 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -11249239.000000 Penalty: 5656.977051
	Iteration 183Q: 3 clusters Score -1.124924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71786 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -11249243.000000 Penalty: 5656.977051
	Iteration 184Q: 3 clusters Score -1.124924e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71793 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -11249235.000000 Penalty: 5656.977051
	Iteration 185Q: 3 clusters Score -1.124924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71799 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -11249233.000000 Penalty: 5656.977051
	Iteration 186Q: 3 clusters Score -1.124923e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71800 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -11249232.000000 Penalty: 5656.977051
	Iteration 187Q: 3 clusters Score -1.124923e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71802 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -11249237.000000 Penalty: 5656.977051
	Iteration 188Q: 3 clusters Score -1.124924e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71806 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -11249229.000000 Penalty: 5656.977051
	Iteration 189Q: 3 clusters Score -1.124923e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71811 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -11249228.000000 Penalty: 5656.977051
	Iteration 190Q: 3 clusters Score -1.124923e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71814 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -11249244.000000 Penalty: 5656.977051
	Iteration 191Q: 3 clusters Score -1.124924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71819 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -11249225.000000 Penalty: 5656.977051
	Iteration 192Q: 3 clusters Score -1.124922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71822 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -11249227.000000 Penalty: 5656.977051
	Iteration 193Q: 3 clusters Score -1.124923e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71826 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -11249228.000000 Penalty: 5656.977051
	Iteration 194Q: 3 clusters Score -1.124923e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71831 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -11249231.000000 Penalty: 5656.977051
	Iteration 195Q: 3 clusters Score -1.124923e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71839 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -11249227.000000 Penalty: 5656.977051
	Iteration 196Q: 3 clusters Score -1.124923e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71844 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -11249242.000000 Penalty: 5656.977051
	Iteration 197Q: 3 clusters Score -1.124924e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71853 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -11249253.000000 Penalty: 5656.977051
	Iteration 198Q: 3 clusters Score -1.124925e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71864 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -11249247.000000 Penalty: 5656.977051
	Iteration 199Q: 3 clusters Score -1.124925e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71875 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -11249240.000000 Penalty: 5656.977051
	Iteration 200F: 3 clusters Score -1.124924e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71882 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -11249235.000000 Penalty: 5656.977051
	Iteration 201Q: 3 clusters Score -1.124924e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71889 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -11249238.000000 Penalty: 5656.977051
	Iteration 202Q: 3 clusters Score -1.124924e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71900 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -11249239.000000 Penalty: 5656.977051
	Iteration 203Q: 3 clusters Score -1.124924e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71911 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -11249230.000000 Penalty: 5656.977051
	Iteration 204Q: 3 clusters Score -1.124923e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71922 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -11249227.000000 Penalty: 5656.977051
	Iteration 205Q: 3 clusters Score -1.124923e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71932 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -11249238.000000 Penalty: 5656.977051
	Iteration 206Q: 3 clusters Score -1.124924e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71947 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -11249228.000000 Penalty: 5656.977051
	Iteration 207Q: 3 clusters Score -1.124923e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71960 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -11249235.000000 Penalty: 5656.977051
	Iteration 208Q: 3 clusters Score -1.124924e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71964 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -11249229.000000 Penalty: 5656.977051
	Iteration 209Q: 3 clusters Score -1.124923e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71971 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -11249232.000000 Penalty: 5656.977051
	Iteration 210Q: 3 clusters Score -1.124923e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71976 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -11249230.000000 Penalty: 5656.977051
	Iteration 211Q: 3 clusters Score -1.124923e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71976 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -11249230.000000 Penalty: 5656.977051
	Iteration 212F: 3 clusters Score -1.124923e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Entering Unmasked Estep 
Score: -2557405.750000 Penalty: 2470.667725
	Iteration 0F: 2 clusters Score -2557406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -2542538.000000 Penalty: 4941.335449
	Iteration 0F: 3 clusters Score -2542538 nChanged 9303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -2547472.500000 Penalty: 4941.335449
	Iteration 1F: 3 clusters Score -2547472 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -2547818.250000 Penalty: 4941.335449
	Iteration 2Q: 3 clusters Score -2547818 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -2548157.000000 Penalty: 4941.335449
	Iteration 3Q: 3 clusters Score -2548157 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -2548469.500000 Penalty: 4941.335449
	Iteration 4Q: 3 clusters Score -2548470 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -2548770.500000 Penalty: 4941.335449
	Iteration 5Q: 3 clusters Score -2548770 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -2549111.750000 Penalty: 4941.335449
	Iteration 6Q: 3 clusters Score -2549112 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -2549520.250000 Penalty: 4941.335449
	Iteration 7Q: 3 clusters Score -2549520 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -2550010.250000 Penalty: 4941.335449
	Iteration 8Q: 3 clusters Score -2550010 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -2550654.750000 Penalty: 4941.335449
	Iteration 9Q: 3 clusters Score -2550655 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -2551376.250000 Penalty: 4941.335449
	Iteration 10Q: 3 clusters Score -2551376 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 16290 members 
Entering Unmasked Estep 
Score: -2552138.750000 Penalty: 4941.335449
	Iteration 11Q: 3 clusters Score -2552139 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -2552823.000000 Penalty: 4941.335449
	Iteration 12Q: 3 clusters Score -2552823 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -2553445.250000 Penalty: 4941.335449
	Iteration 13Q: 3 clusters Score -2553445 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -2553944.000000 Penalty: 4941.335449
	Iteration 14Q: 3 clusters Score -2553944 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -2554333.750000 Penalty: 4941.335449
	Iteration 15Q: 3 clusters Score -2554334 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -2554623.000000 Penalty: 4941.335449
	Iteration 16Q: 3 clusters Score -2554623 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -2554800.500000 Penalty: 4941.335449
	Iteration 17Q: 3 clusters Score -2554800 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -2554912.500000 Penalty: 4941.335449
	Iteration 18Q: 3 clusters Score -2554912 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -2555003.750000 Penalty: 4941.335449
	Iteration 19Q: 3 clusters Score -2555004 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -2555063.000000 Penalty: 4941.335449
	Iteration 20F: 3 clusters Score -2555063 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -2555115.000000 Penalty: 4941.335449
	Iteration 21Q: 3 clusters Score -2555115 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -2555155.500000 Penalty: 4941.335449
	Iteration 22Q: 3 clusters Score -2555156 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -2555185.750000 Penalty: 4941.335449
	Iteration 23Q: 3 clusters Score -2555186 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -2555215.500000 Penalty: 4941.335449
	Iteration 24Q: 3 clusters Score -2555216 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -2555245.000000 Penalty: 4941.335449
	Iteration 25Q: 3 clusters Score -2555245 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -2555262.750000 Penalty: 4941.335449
	Iteration 26Q: 3 clusters Score -2555263 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -2555280.750000 Penalty: 4941.335449
	Iteration 27Q: 3 clusters Score -2555281 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -2555298.000000 Penalty: 4941.335449
	Iteration 28Q: 3 clusters Score -2555298 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -2555312.250000 Penalty: 4941.335449
	Iteration 29Q: 3 clusters Score -2555312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 20421 members 
Entering Unmasked Estep 
Score: -2555315.250000 Penalty: 4941.335449
	Iteration 30Q: 3 clusters Score -2555315 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -2555320.000000 Penalty: 4941.335449
	Iteration 31Q: 3 clusters Score -2555320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -2555322.750000 Penalty: 4941.335449
	Iteration 32Q: 3 clusters Score -2555323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 20443 members 
Entering Unmasked Estep 
Score: -2555332.250000 Penalty: 4941.335449
	Iteration 33Q: 3 clusters Score -2555332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -2555335.250000 Penalty: 4941.335449
	Iteration 34Q: 3 clusters Score -2555335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -2555339.750000 Penalty: 4941.335449
	Iteration 35Q: 3 clusters Score -2555340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -2555339.500000 Penalty: 4941.335449
	Iteration 36Q: 3 clusters Score -2555340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -2555337.250000 Penalty: 4941.335449
	Iteration 37Q: 3 clusters Score -2555337 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -2555338.250000 Penalty: 4941.335449
	Iteration 38Q: 3 clusters Score -2555338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -2555337.750000 Penalty: 4941.335449
	Iteration 39Q: 3 clusters Score -2555338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 20455 members 
Entering Unmasked Estep 
Score: -2555338.750000 Penalty: 4941.335449
	Iteration 40F: 3 clusters Score -2555339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (38067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38067 members 
Entering Unmasked Estep 
Score: -4812054.000000 Penalty: 2615.681641
	Iteration 0F: 2 clusters Score -4812054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -4786132.500000 Penalty: 5231.363281
	Iteration 0F: 3 clusters Score -4786132 nChanged 17244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -4795662.500000 Penalty: 5231.363281
	Iteration 1F: 3 clusters Score -4795662 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -4796181.000000 Penalty: 5231.363281
	Iteration 2Q: 3 clusters Score -4796181 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -4796716.500000 Penalty: 5231.363281
	Iteration 3Q: 3 clusters Score -4796716 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -4797425.000000 Penalty: 5231.363281
	Iteration 4Q: 3 clusters Score -4797425 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
Score: -4798477.500000 Penalty: 5231.363281
	Iteration 5F: 3 clusters Score -4798478 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -4800121.000000 Penalty: 5231.363281
	Iteration 6F: 3 clusters Score -4800121 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -4802565.500000 Penalty: 5231.363281
	Iteration 7F: 3 clusters Score -4802566 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 33294 members 
Entering Unmasked Estep 
Score: -4805291.500000 Penalty: 5231.363281
	Iteration 8F: 3 clusters Score -4805292 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 35572 members 
Entering Unmasked Estep 
Score: -4807477.000000 Penalty: 5231.363281
	Iteration 9F: 3 clusters Score -4807477 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 36858 members 
Entering Unmasked Estep 
Score: -4808679.000000 Penalty: 5231.363281
	Iteration 10Q: 3 clusters Score -4808679 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 37438 members 
Entering Unmasked Estep 
Score: -4809261.000000 Penalty: 5231.363281
	Iteration 11Q: 3 clusters Score -4809261 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -4809474.000000 Penalty: 5231.363281
	Iteration 12Q: 3 clusters Score -4809474 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 37751 members 
Entering Unmasked Estep 
Score: -4809602.500000 Penalty: 5231.363281
	Iteration 13Q: 3 clusters Score -4809602 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 37789 members 
Entering Unmasked Estep 
Score: -4809665.000000 Penalty: 5231.363281
	Iteration 14Q: 3 clusters Score -4809665 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 37807 members 
Entering Unmasked Estep 
Score: -4809702.500000 Penalty: 5231.363281
	Iteration 15Q: 3 clusters Score -4809702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 37821 members 
Entering Unmasked Estep 
Score: -4809716.000000 Penalty: 5231.363281
	Iteration 16Q: 3 clusters Score -4809716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 37828 members 
Entering Unmasked Estep 
Score: -4809727.500000 Penalty: 5231.363281
	Iteration 17Q: 3 clusters Score -4809728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -4809731.000000 Penalty: 5231.363281
	Iteration 18Q: 3 clusters Score -4809731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 37831 members 
Entering Unmasked Estep 
Score: -4809737.500000 Penalty: 5231.363281
	Iteration 19Q: 3 clusters Score -4809738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 37834 members 
Entering Unmasked Estep 
Score: -4809737.500000 Penalty: 5231.363281
	Iteration 20F: 3 clusters Score -4809738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 37833 members 
Entering Unmasked Estep 
Score: -4809749.000000 Penalty: 5231.363281
	Iteration 21Q: 3 clusters Score -4809749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 37833 members 
Entering Unmasked Estep 
Score: -4809746.500000 Penalty: 5231.363281
	Iteration 22Q: 3 clusters Score -4809746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 37835 members 
Entering Unmasked Estep 
Score: -4809751.000000 Penalty: 5231.363281
	Iteration 23Q: 3 clusters Score -4809751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 37840 members 
Entering Unmasked Estep 
Score: -4809759.000000 Penalty: 5231.363281
	Iteration 24Q: 3 clusters Score -4809759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 37842 members 
Entering Unmasked Estep 
Score: -4809763.500000 Penalty: 5231.363281
	Iteration 25Q: 3 clusters Score -4809764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 37842 members 
Entering Unmasked Estep 
Score: -4809768.500000 Penalty: 5231.363281
	Iteration 26Q: 3 clusters Score -4809768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 37842 members 
Entering Unmasked Estep 
Score: -4809768.500000 Penalty: 5231.363281
	Iteration 27F: 3 clusters Score -4809768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Entering Unmasked Estep 
Score: -531149.187500 Penalty: 2086.630127
	Iteration 0F: 2 clusters Score -531149.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -526946.875000 Penalty: 4173.260254
	Iteration 0F: 3 clusters Score -526946.9 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -527957.375000 Penalty: 4173.260254
	Iteration 1F: 3 clusters Score -527957.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -528141.562500 Penalty: 4173.260254
	Iteration 2F: 3 clusters Score -528141.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -528241.437500 Penalty: 4173.260254
	Iteration 3Q: 3 clusters Score -528241.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -528324.625000 Penalty: 4173.260254
	Iteration 4Q: 3 clusters Score -528324.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -528410.125000 Penalty: 4173.260254
	Iteration 5Q: 3 clusters Score -528410.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -528517.375000 Penalty: 4173.260254
	Iteration 6Q: 3 clusters Score -528517.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -528639.250000 Penalty: 4173.260254
	Iteration 7Q: 3 clusters Score -528639.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -528756.875000 Penalty: 4173.260254
	Iteration 8Q: 3 clusters Score -528756.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -528880.125000 Penalty: 4173.260254
	Iteration 9Q: 3 clusters Score -528880.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -529014.062500 Penalty: 4173.260254
	Iteration 10Q: 3 clusters Score -529014.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -529142.812500 Penalty: 4173.260254
	Iteration 11Q: 3 clusters Score -529142.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -529269.625000 Penalty: 4173.260254
	Iteration 12Q: 3 clusters Score -529269.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -529370.875000 Penalty: 4173.260254
	Iteration 13Q: 3 clusters Score -529370.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -529473.875000 Penalty: 4173.260254
	Iteration 14Q: 3 clusters Score -529473.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -529549.187500 Penalty: 4173.260254
	Iteration 15Q: 3 clusters Score -529549.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -529631.625000 Penalty: 4173.260254
	Iteration 16Q: 3 clusters Score -529631.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -529682.312500 Penalty: 4173.260254
	Iteration 17Q: 3 clusters Score -529682.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -529722.812500 Penalty: 4173.260254
	Iteration 18Q: 3 clusters Score -529722.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -529747.562500 Penalty: 4173.260254
	Iteration 19Q: 3 clusters Score -529747.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -529767.250000 Penalty: 4173.260254
	Iteration 20F: 3 clusters Score -529767.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -529781.500000 Penalty: 4173.260254
	Iteration 21Q: 3 clusters Score -529781.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -529793.437500 Penalty: 4173.260254
	Iteration 22Q: 3 clusters Score -529793.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -529800.562500 Penalty: 4173.260254
	Iteration 23Q: 3 clusters Score -529800.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -529805.937500 Penalty: 4173.260254
	Iteration 24Q: 3 clusters Score -529805.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -529810.500000 Penalty: 4173.260254
	Iteration 25Q: 3 clusters Score -529810.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -529812.937500 Penalty: 4173.260254
	Iteration 26Q: 3 clusters Score -529812.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -529815.312500 Penalty: 4173.260254
	Iteration 27Q: 3 clusters Score -529815.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -529818.625000 Penalty: 4173.260254
	Iteration 28Q: 3 clusters Score -529818.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -529822.250000 Penalty: 4173.260254
	Iteration 29Q: 3 clusters Score -529822.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -529825.625000 Penalty: 4173.260254
	Iteration 30Q: 3 clusters Score -529825.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -529831.000000 Penalty: 4173.260254
	Iteration 31Q: 3 clusters Score -529831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -529834.062500 Penalty: 4173.260254
	Iteration 32Q: 3 clusters Score -529834.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -529835.875000 Penalty: 4173.260254
	Iteration 33Q: 3 clusters Score -529835.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -529836.562500 Penalty: 4173.260254
	Iteration 34Q: 3 clusters Score -529836.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -529840.187500 Penalty: 4173.260254
	Iteration 35Q: 3 clusters Score -529840.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -529841.187500 Penalty: 4173.260254
	Iteration 36Q: 3 clusters Score -529841.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -529844.750000 Penalty: 4173.260254
	Iteration 37Q: 3 clusters Score -529844.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -529847.125000 Penalty: 4173.260254
	Iteration 38Q: 3 clusters Score -529847.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -529851.750000 Penalty: 4173.260254
	Iteration 39Q: 3 clusters Score -529851.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -529851.750000 Penalty: 4173.260254
	Iteration 40F: 3 clusters Score -529851.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Entering Unmasked Estep 
Score: -59483.523438 Penalty: 1549.034424
	Iteration 0F: 2 clusters Score -59483.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -57967.437500 Penalty: 3098.068848
	Iteration 0F: 3 clusters Score -57967.44 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -58182.804688 Penalty: 3098.068848
	Iteration 1F: 3 clusters Score -58182.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -58298.542969 Penalty: 3098.068848
	Iteration 2F: 3 clusters Score -58298.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -58345.625000 Penalty: 3098.068848
	Iteration 3Q: 3 clusters Score -58345.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -58364.429688 Penalty: 3098.068848
	Iteration 4Q: 3 clusters Score -58364.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -58369.109375 Penalty: 3098.068848
	Iteration 5Q: 3 clusters Score -58369.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -58372.914062 Penalty: 3098.068848
	Iteration 6Q: 3 clusters Score -58372.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -58374.652344 Penalty: 3098.068848
	Iteration 7Q: 3 clusters Score -58374.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -58374.652344 Penalty: 3098.068848
	Iteration 8F: 3 clusters Score -58374.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (54610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54610 members 
Entering Unmasked Estep 
Score: -6623117.500000 Penalty: 2705.177246
	Iteration 0F: 2 clusters Score -6623118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 27221 members 
Entering Unmasked Estep 
Score: -6586341.500000 Penalty: 5410.354492
	Iteration 0F: 3 clusters Score -6586342 nChanged 25372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28493 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -6600574.500000 Penalty: 5410.354492
	Iteration 1F: 3 clusters Score -6600574 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29153 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -6601047.500000 Penalty: 5410.354492
	Iteration 2Q: 3 clusters Score -6601048 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -6601563.500000 Penalty: 5410.354492
	Iteration 3Q: 3 clusters Score -6601564 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -6602273.000000 Penalty: 5410.354492
	Iteration 4Q: 3 clusters Score -6602273 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33742 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -6603276.000000 Penalty: 5410.354492
	Iteration 5Q: 3 clusters Score -6603276 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36611 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -6604937.000000 Penalty: 5410.354492
	Iteration 6F: 3 clusters Score -6604937 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -6607516.000000 Penalty: 5410.354492
	Iteration 7F: 3 clusters Score -6607516 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44591 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -6611135.500000 Penalty: 5410.354492
	Iteration 8F: 3 clusters Score -6611136 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48795 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -6615152.000000 Penalty: 5410.354492
	Iteration 9F: 3 clusters Score -6615152 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51902 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -6618348.000000 Penalty: 5410.354492
	Iteration 10F: 3 clusters Score -6618348 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53485 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -6619870.500000 Penalty: 5410.354492
	Iteration 11Q: 3 clusters Score -6619870 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54074 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -6620430.500000 Penalty: 5410.354492
	Iteration 12Q: 3 clusters Score -6620430 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54264 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -6620636.000000 Penalty: 5410.354492
	Iteration 13Q: 3 clusters Score -6620636 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54332 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -6620751.500000 Penalty: 5410.354492
	Iteration 14Q: 3 clusters Score -6620752 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54349 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -6620771.000000 Penalty: 5410.354492
	Iteration 15Q: 3 clusters Score -6620771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54356 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -6620777.500000 Penalty: 5410.354492
	Iteration 16Q: 3 clusters Score -6620778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54364 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -6620799.500000 Penalty: 5410.354492
	Iteration 17Q: 3 clusters Score -6620800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54364 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -6620801.000000 Penalty: 5410.354492
	Iteration 18Q: 3 clusters Score -6620801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54365 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -6620801.500000 Penalty: 5410.354492
	Iteration 19Q: 3 clusters Score -6620802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54367 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -6620805.000000 Penalty: 5410.354492
	Iteration 20F: 3 clusters Score -6620805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54370 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -6620809.500000 Penalty: 5410.354492
	Iteration 21Q: 3 clusters Score -6620810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54372 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -6620817.500000 Penalty: 5410.354492
	Iteration 22Q: 3 clusters Score -6620818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54373 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -6620814.500000 Penalty: 5410.354492
	Iteration 23Q: 3 clusters Score -6620814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54376 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -6620819.500000 Penalty: 5410.354492
	Iteration 24Q: 3 clusters Score -6620820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54377 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -6620818.000000 Penalty: 5410.354492
	Iteration 25Q: 3 clusters Score -6620818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54378 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -6620816.500000 Penalty: 5410.354492
	Iteration 26Q: 3 clusters Score -6620816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54378 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -6620816.500000 Penalty: 5410.354492
	Iteration 27F: 3 clusters Score -6620816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Entering Unmasked Estep 
Score: -106771.148438 Penalty: 1692.174927
	Iteration 0F: 2 clusters Score -106771.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -104942.812500 Penalty: 3384.349854
	Iteration 0F: 3 clusters Score -104942.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -105286.648438 Penalty: 3384.349854
	Iteration 1F: 3 clusters Score -105286.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -105398.398438 Penalty: 3384.349854
	Iteration 2F: 3 clusters Score -105398.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -105454.398438 Penalty: 3384.349854
	Iteration 3Q: 3 clusters Score -105454.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -105483.578125 Penalty: 3384.349854
	Iteration 4Q: 3 clusters Score -105483.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -105518.921875 Penalty: 3384.349854
	Iteration 5Q: 3 clusters Score -105518.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -105531.960938 Penalty: 3384.349854
	Iteration 6Q: 3 clusters Score -105532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -105542.304688 Penalty: 3384.349854
	Iteration 7Q: 3 clusters Score -105542.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -105552.867188 Penalty: 3384.349854
	Iteration 8Q: 3 clusters Score -105552.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -105554.960938 Penalty: 3384.349854
	Iteration 9Q: 3 clusters Score -105555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -105559.554688 Penalty: 3384.349854
	Iteration 10Q: 3 clusters Score -105559.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -105567.390625 Penalty: 3384.349854
	Iteration 11Q: 3 clusters Score -105567.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -105573.234375 Penalty: 3384.349854
	Iteration 12Q: 3 clusters Score -105573.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -105585.195312 Penalty: 3384.349854
	Iteration 13Q: 3 clusters Score -105585.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -105599.312500 Penalty: 3384.349854
	Iteration 14Q: 3 clusters Score -105599.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -105602.953125 Penalty: 3384.349854
	Iteration 15Q: 3 clusters Score -105603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -105607.812500 Penalty: 3384.349854
	Iteration 16Q: 3 clusters Score -105607.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -105609.523438 Penalty: 3384.349854
	Iteration 17Q: 3 clusters Score -105609.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -105609.523438 Penalty: 3384.349854
	Iteration 18F: 3 clusters Score -105609.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (187512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187512 members 
Entering Unmasked Estep 
Score: -23303664.000000 Penalty: 3011.116211
	Iteration 0F: 2 clusters Score -2.330366e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93542 members 
Mstep: Class 2 contains 93970 members 
Entering Unmasked Estep 
Score: -23180208.000000 Penalty: 6022.232422
	Iteration 0F: 3 clusters Score -2.318021e+07 nChanged 89980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89420 members 
Mstep: Class 2 contains 98092 members 
Entering Unmasked Estep 
Score: -23233708.000000 Penalty: 6022.232422
	Iteration 1F: 3 clusters Score -2.323371e+07 nChanged 5845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87147 members 
Mstep: Class 2 contains 100365 members 
Entering Unmasked Estep 
Score: -23235354.000000 Penalty: 6022.232422
	Iteration 2Q: 3 clusters Score -2.323535e+07 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83896 members 
Mstep: Class 2 contains 103616 members 
Entering Unmasked Estep 
Score: -23237878.000000 Penalty: 6022.232422
	Iteration 3Q: 3 clusters Score -2.323788e+07 nChanged 7532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79590 members 
Mstep: Class 2 contains 107922 members 
Entering Unmasked Estep 
Score: -23241332.000000 Penalty: 6022.232422
	Iteration 4Q: 3 clusters Score -2.324133e+07 nChanged 8761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73921 members 
Mstep: Class 2 contains 113591 members 
Entering Unmasked Estep 
Score: -23246520.000000 Penalty: 6022.232422
	Iteration 5Q: 3 clusters Score -2.324652e+07 nChanged 10151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67008 members 
Mstep: Class 2 contains 120504 members 
Entering Unmasked Estep 
Score: -23253632.000000 Penalty: 6022.232422
	Iteration 6F: 3 clusters Score -2.325363e+07 nChanged 11081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59659 members 
Mstep: Class 2 contains 127853 members 
Entering Unmasked Estep 
Score: -23262292.000000 Penalty: 6022.232422
	Iteration 7F: 3 clusters Score -2.326229e+07 nChanged 11183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52860 members 
Mstep: Class 2 contains 134652 members 
Entering Unmasked Estep 
Score: -23270932.000000 Penalty: 6022.232422
	Iteration 8F: 3 clusters Score -2.327093e+07 nChanged 10107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47411 members 
Mstep: Class 2 contains 140101 members 
Entering Unmasked Estep 
Score: -23278164.000000 Penalty: 6022.232422
	Iteration 9F: 3 clusters Score -2.327816e+07 nChanged 8302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43249 members 
Mstep: Class 2 contains 144263 members 
Entering Unmasked Estep 
Score: -23283090.000000 Penalty: 6022.232422
	Iteration 10Q: 3 clusters Score -2.328309e+07 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39876 members 
Mstep: Class 2 contains 147636 members 
Entering Unmasked Estep 
Score: -23285636.000000 Penalty: 6022.232422
	Iteration 11Q: 3 clusters Score -2.328564e+07 nChanged 4559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36647 members 
Mstep: Class 2 contains 150865 members 
Entering Unmasked Estep 
Score: -23287480.000000 Penalty: 6022.232422
	Iteration 12Q: 3 clusters Score -2.328748e+07 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 153943 members 
Entering Unmasked Estep 
Score: -23288702.000000 Penalty: 6022.232422
	Iteration 13Q: 3 clusters Score -2.32887e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30532 members 
Mstep: Class 2 contains 156980 members 
Entering Unmasked Estep 
Score: -23289736.000000 Penalty: 6022.232422
	Iteration 14Q: 3 clusters Score -2.328974e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 159947 members 
Entering Unmasked Estep 
Score: -23290730.000000 Penalty: 6022.232422
	Iteration 15Q: 3 clusters Score -2.329073e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 162847 members 
Entering Unmasked Estep 
Score: -23291700.000000 Penalty: 6022.232422
	Iteration 16Q: 3 clusters Score -2.32917e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 165659 members 
Entering Unmasked Estep 
Score: -23292536.000000 Penalty: 6022.232422
	Iteration 17Q: 3 clusters Score -2.329254e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 168272 members 
Entering Unmasked Estep 
Score: -23293532.000000 Penalty: 6022.232422
	Iteration 18Q: 3 clusters Score -2.329353e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 170749 members 
Entering Unmasked Estep 
Score: -23294258.000000 Penalty: 6022.232422
	Iteration 19Q: 3 clusters Score -2.329426e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 173080 members 
Entering Unmasked Estep 
Score: -23295264.000000 Penalty: 6022.232422
	Iteration 20F: 3 clusters Score -2.329526e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 175249 members 
Entering Unmasked Estep 
Score: -23296142.000000 Penalty: 6022.232422
	Iteration 21Q: 3 clusters Score -2.329614e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 177171 members 
Entering Unmasked Estep 
Score: -23296908.000000 Penalty: 6022.232422
	Iteration 22Q: 3 clusters Score -2.329691e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 178913 members 
Entering Unmasked Estep 
Score: -23297696.000000 Penalty: 6022.232422
	Iteration 23Q: 3 clusters Score -2.32977e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 180394 members 
Entering Unmasked Estep 
Score: -23298302.000000 Penalty: 6022.232422
	Iteration 24Q: 3 clusters Score -2.32983e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 181605 members 
Entering Unmasked Estep 
Score: -23298844.000000 Penalty: 6022.232422
	Iteration 25Q: 3 clusters Score -2.329884e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 182638 members 
Entering Unmasked Estep 
Score: -23299272.000000 Penalty: 6022.232422
	Iteration 26Q: 3 clusters Score -2.329927e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 183454 members 
Entering Unmasked Estep 
Score: -23299656.000000 Penalty: 6022.232422
	Iteration 27Q: 3 clusters Score -2.329966e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 184129 members 
Entering Unmasked Estep 
Score: -23299988.000000 Penalty: 6022.232422
	Iteration 28Q: 3 clusters Score -2.329999e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 184644 members 
Entering Unmasked Estep 
Score: -23300266.000000 Penalty: 6022.232422
	Iteration 29Q: 3 clusters Score -2.330027e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 185060 members 
Entering Unmasked Estep 
Score: -23300460.000000 Penalty: 6022.232422
	Iteration 30Q: 3 clusters Score -2.330046e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 185356 members 
Entering Unmasked Estep 
Score: -23300608.000000 Penalty: 6022.232422
	Iteration 31Q: 3 clusters Score -2.330061e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 185584 members 
Entering Unmasked Estep 
Score: -23300764.000000 Penalty: 6022.232422
	Iteration 32Q: 3 clusters Score -2.330076e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 185761 members 
Entering Unmasked Estep 
Score: -23300850.000000 Penalty: 6022.232422
	Iteration 33Q: 3 clusters Score -2.330085e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 185894 members 
Entering Unmasked Estep 
Score: -23300908.000000 Penalty: 6022.232422
	Iteration 34Q: 3 clusters Score -2.330091e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 186014 members 
Entering Unmasked Estep 
Score: -23300994.000000 Penalty: 6022.232422
	Iteration 35Q: 3 clusters Score -2.330099e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 186098 members 
Entering Unmasked Estep 
Score: -23301058.000000 Penalty: 6022.232422
	Iteration 36Q: 3 clusters Score -2.330106e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 186168 members 
Entering Unmasked Estep 
Score: -23301100.000000 Penalty: 6022.232422
	Iteration 37Q: 3 clusters Score -2.33011e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 186215 members 
Entering Unmasked Estep 
Score: -23301124.000000 Penalty: 6022.232422
	Iteration 38Q: 3 clusters Score -2.330112e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 186240 members 
Entering Unmasked Estep 
Score: -23301150.000000 Penalty: 6022.232422
	Iteration 39Q: 3 clusters Score -2.330115e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 186266 members 
Entering Unmasked Estep 
Score: -23301166.000000 Penalty: 6022.232422
	Iteration 40F: 3 clusters Score -2.330117e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 186286 members 
Entering Unmasked Estep 
Score: -23301196.000000 Penalty: 6022.232422
	Iteration 41Q: 3 clusters Score -2.33012e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 186313 members 
Entering Unmasked Estep 
Score: -23301192.000000 Penalty: 6022.232422
	Iteration 42Q: 3 clusters Score -2.330119e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 186338 members 
Entering Unmasked Estep 
Score: -23301232.000000 Penalty: 6022.232422
	Iteration 43Q: 3 clusters Score -2.330123e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 186358 members 
Entering Unmasked Estep 
Score: -23301266.000000 Penalty: 6022.232422
	Iteration 44Q: 3 clusters Score -2.330127e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 186374 members 
Entering Unmasked Estep 
Score: -23301256.000000 Penalty: 6022.232422
	Iteration 45Q: 3 clusters Score -2.330126e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 186395 members 
Entering Unmasked Estep 
Score: -23301246.000000 Penalty: 6022.232422
	Iteration 46Q: 3 clusters Score -2.330125e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 186408 members 
Entering Unmasked Estep 
Score: -23301262.000000 Penalty: 6022.232422
	Iteration 47Q: 3 clusters Score -2.330126e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 186420 members 
Entering Unmasked Estep 
Score: -23301292.000000 Penalty: 6022.232422
	Iteration 48Q: 3 clusters Score -2.330129e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 186432 members 
Entering Unmasked Estep 
Score: -23301300.000000 Penalty: 6022.232422
	Iteration 49Q: 3 clusters Score -2.33013e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 186441 members 
Entering Unmasked Estep 
Score: -23301326.000000 Penalty: 6022.232422
	Iteration 50Q: 3 clusters Score -2.330133e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 186446 members 
Entering Unmasked Estep 
Score: -23301330.000000 Penalty: 6022.232422
	Iteration 51Q: 3 clusters Score -2.330133e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 186452 members 
Entering Unmasked Estep 
Score: -23301336.000000 Penalty: 6022.232422
	Iteration 52Q: 3 clusters Score -2.330134e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 186461 members 
Entering Unmasked Estep 
Score: -23301340.000000 Penalty: 6022.232422
	Iteration 53Q: 3 clusters Score -2.330134e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 186470 members 
Entering Unmasked Estep 
Score: -23301354.000000 Penalty: 6022.232422
	Iteration 54Q: 3 clusters Score -2.330135e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 186482 members 
Entering Unmasked Estep 
Score: -23301360.000000 Penalty: 6022.232422
	Iteration 55Q: 3 clusters Score -2.330136e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 186493 members 
Entering Unmasked Estep 
Score: -23301350.000000 Penalty: 6022.232422
	Iteration 56Q: 3 clusters Score -2.330135e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 186500 members 
Entering Unmasked Estep 
Score: -23301366.000000 Penalty: 6022.232422
	Iteration 57Q: 3 clusters Score -2.330137e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 186503 members 
Entering Unmasked Estep 
Score: -23301358.000000 Penalty: 6022.232422
	Iteration 58Q: 3 clusters Score -2.330136e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 186507 members 
Entering Unmasked Estep 
Score: -23301352.000000 Penalty: 6022.232422
	Iteration 59Q: 3 clusters Score -2.330135e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 186510 members 
Entering Unmasked Estep 
Score: -23301352.000000 Penalty: 6022.232422
	Iteration 60F: 3 clusters Score -2.330135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 186516 members 
Entering Unmasked Estep 
Score: -23301352.000000 Penalty: 6022.232422
	Iteration 61Q: 3 clusters Score -2.330135e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 186523 members 
Entering Unmasked Estep 
Score: -23301344.000000 Penalty: 6022.232422
	Iteration 62Q: 3 clusters Score -2.330134e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 186527 members 
Entering Unmasked Estep 
Score: -23301340.000000 Penalty: 6022.232422
	Iteration 63Q: 3 clusters Score -2.330134e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 186530 members 
Entering Unmasked Estep 
Score: -23301344.000000 Penalty: 6022.232422
	Iteration 64Q: 3 clusters Score -2.330134e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 186533 members 
Entering Unmasked Estep 
Score: -23301354.000000 Penalty: 6022.232422
	Iteration 65Q: 3 clusters Score -2.330135e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 186538 members 
Entering Unmasked Estep 
Score: -23301346.000000 Penalty: 6022.232422
	Iteration 66Q: 3 clusters Score -2.330135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 186542 members 
Entering Unmasked Estep 
Score: -23301348.000000 Penalty: 6022.232422
	Iteration 67Q: 3 clusters Score -2.330135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 186543 members 
Entering Unmasked Estep 
Score: -23301350.000000 Penalty: 6022.232422
	Iteration 68Q: 3 clusters Score -2.330135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 186545 members 
Entering Unmasked Estep 
Score: -23301344.000000 Penalty: 6022.232422
	Iteration 69Q: 3 clusters Score -2.330134e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 186545 members 
Entering Unmasked Estep 
Score: -23301332.000000 Penalty: 6022.232422
	Iteration 70Q: 3 clusters Score -2.330133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 186545 members 
Entering Unmasked Estep 
Score: -23301344.000000 Penalty: 6022.232422
	Iteration 71Q: 3 clusters Score -2.330134e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 186544 members 
Entering Unmasked Estep 
Score: -23301354.000000 Penalty: 6022.232422
	Iteration 72Q: 3 clusters Score -2.330135e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 186544 members 
Entering Unmasked Estep 
Score: -23301354.000000 Penalty: 6022.232422
	Iteration 73F: 3 clusters Score -2.330135e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -26274.691406 Penalty: 1390.238892
	Iteration 0F: 2 clusters Score -26274.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -25087.943359 Penalty: 2780.477783
	Iteration 0F: 3 clusters Score -25087.94 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -25209.066406 Penalty: 2780.477783
	Iteration 1F: 3 clusters Score -25209.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -25298.333984 Penalty: 2780.477783
	Iteration 2F: 3 clusters Score -25298.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -25338.382812 Penalty: 2780.477783
	Iteration 3Q: 3 clusters Score -25338.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -25339.607422 Penalty: 2780.477783
	Iteration 4Q: 3 clusters Score -25339.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -25339.607422 Penalty: 2780.477783
	Iteration 5F: 3 clusters Score -25339.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Entering Unmasked Estep 
Score: -311565.406250 Penalty: 1964.360840
	Iteration 0F: 2 clusters Score -311565.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -308423.687500 Penalty: 3928.721680
	Iteration 0F: 3 clusters Score -308423.7 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -309054.656250 Penalty: 3928.721680
	Iteration 1F: 3 clusters Score -309054.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -309289.062500 Penalty: 3928.721680
	Iteration 2F: 3 clusters Score -309289.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -309448.750000 Penalty: 3928.721680
	Iteration 3F: 3 clusters Score -309448.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -309573.125000 Penalty: 3928.721680
	Iteration 4Q: 3 clusters Score -309573.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -309672.625000 Penalty: 3928.721680
	Iteration 5Q: 3 clusters Score -309672.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -309772.187500 Penalty: 3928.721680
	Iteration 6Q: 3 clusters Score -309772.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -309874.312500 Penalty: 3928.721680
	Iteration 7Q: 3 clusters Score -309874.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -309978.406250 Penalty: 3928.721680
	Iteration 8Q: 3 clusters Score -309978.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -310057.031250 Penalty: 3928.721680
	Iteration 9Q: 3 clusters Score -310057 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -310124.187500 Penalty: 3928.721680
	Iteration 10Q: 3 clusters Score -310124.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -310182.937500 Penalty: 3928.721680
	Iteration 11Q: 3 clusters Score -310182.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -310219.406250 Penalty: 3928.721680
	Iteration 12Q: 3 clusters Score -310219.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -310252.718750 Penalty: 3928.721680
	Iteration 13Q: 3 clusters Score -310252.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -310277.562500 Penalty: 3928.721680
	Iteration 14Q: 3 clusters Score -310277.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -310299.343750 Penalty: 3928.721680
	Iteration 15Q: 3 clusters Score -310299.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -310330.593750 Penalty: 3928.721680
	Iteration 16Q: 3 clusters Score -310330.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -310353.968750 Penalty: 3928.721680
	Iteration 17Q: 3 clusters Score -310354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -310379.218750 Penalty: 3928.721680
	Iteration 18Q: 3 clusters Score -310379.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -310393.218750 Penalty: 3928.721680
	Iteration 19Q: 3 clusters Score -310393.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -310404.718750 Penalty: 3928.721680
	Iteration 20F: 3 clusters Score -310404.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -310410.093750 Penalty: 3928.721680
	Iteration 21Q: 3 clusters Score -310410.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -310415.968750 Penalty: 3928.721680
	Iteration 22Q: 3 clusters Score -310416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -310419.562500 Penalty: 3928.721680
	Iteration 23Q: 3 clusters Score -310419.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -310423.437500 Penalty: 3928.721680
	Iteration 24Q: 3 clusters Score -310423.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -310426.250000 Penalty: 3928.721680
	Iteration 25Q: 3 clusters Score -310426.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -310426.843750 Penalty: 3928.721680
	Iteration 26Q: 3 clusters Score -310426.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -310427.000000 Penalty: 3928.721680
	Iteration 27Q: 3 clusters Score -310427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -310427.000000 Penalty: 3928.721680
	Iteration 28F: 3 clusters Score -310427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Entering Unmasked Estep 
Score: -1323546.125000 Penalty: 2293.843506
	Iteration 0F: 2 clusters Score -1323546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1315646.250000 Penalty: 4587.687012
	Iteration 0F: 3 clusters Score -1315646 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1318025.750000 Penalty: 4587.687012
	Iteration 1F: 3 clusters Score -1318026 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1318307.750000 Penalty: 4587.687012
	Iteration 2F: 3 clusters Score -1318308 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1318481.000000 Penalty: 4587.687012
	Iteration 3Q: 3 clusters Score -1318481 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1318588.750000 Penalty: 4587.687012
	Iteration 4Q: 3 clusters Score -1318589 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1318668.375000 Penalty: 4587.687012
	Iteration 5Q: 3 clusters Score -1318668 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1318737.750000 Penalty: 4587.687012
	Iteration 6Q: 3 clusters Score -1318738 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1318800.625000 Penalty: 4587.687012
	Iteration 7Q: 3 clusters Score -1318801 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1318849.875000 Penalty: 4587.687012
	Iteration 8Q: 3 clusters Score -1318850 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -1318905.125000 Penalty: 4587.687012
	Iteration 9Q: 3 clusters Score -1318905 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1318982.125000 Penalty: 4587.687012
	Iteration 10Q: 3 clusters Score -1318982 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1319048.375000 Penalty: 4587.687012
	Iteration 11Q: 3 clusters Score -1319048 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1319122.500000 Penalty: 4587.687012
	Iteration 12Q: 3 clusters Score -1319122 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1319224.375000 Penalty: 4587.687012
	Iteration 13Q: 3 clusters Score -1319224 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1319335.625000 Penalty: 4587.687012
	Iteration 14Q: 3 clusters Score -1319336 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1319493.125000 Penalty: 4587.687012
	Iteration 15Q: 3 clusters Score -1319493 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1319693.125000 Penalty: 4587.687012
	Iteration 16Q: 3 clusters Score -1319693 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1319922.375000 Penalty: 4587.687012
	Iteration 17Q: 3 clusters Score -1319922 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1320191.750000 Penalty: 4587.687012
	Iteration 18Q: 3 clusters Score -1320192 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1320481.250000 Penalty: 4587.687012
	Iteration 19Q: 3 clusters Score -1320481 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1320755.000000 Penalty: 4587.687012
	Iteration 20F: 3 clusters Score -1320755 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1320984.500000 Penalty: 4587.687012
	Iteration 21Q: 3 clusters Score -1320984 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1321157.000000 Penalty: 4587.687012
	Iteration 22Q: 3 clusters Score -1321157 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -1321268.250000 Penalty: 4587.687012
	Iteration 23Q: 3 clusters Score -1321268 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1321359.000000 Penalty: 4587.687012
	Iteration 24Q: 3 clusters Score -1321359 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1321417.375000 Penalty: 4587.687012
	Iteration 25Q: 3 clusters Score -1321417 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1321454.250000 Penalty: 4587.687012
	Iteration 26Q: 3 clusters Score -1321454 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1321481.500000 Penalty: 4587.687012
	Iteration 27Q: 3 clusters Score -1321482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1321498.750000 Penalty: 4587.687012
	Iteration 28Q: 3 clusters Score -1321499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1321515.625000 Penalty: 4587.687012
	Iteration 29Q: 3 clusters Score -1321516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1321530.125000 Penalty: 4587.687012
	Iteration 30Q: 3 clusters Score -1321530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1321541.375000 Penalty: 4587.687012
	Iteration 31Q: 3 clusters Score -1321541 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1321548.500000 Penalty: 4587.687012
	Iteration 32Q: 3 clusters Score -1321548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1321548.875000 Penalty: 4587.687012
	Iteration 33Q: 3 clusters Score -1321549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1321554.250000 Penalty: 4587.687012
	Iteration 34Q: 3 clusters Score -1321554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1321556.500000 Penalty: 4587.687012
	Iteration 35Q: 3 clusters Score -1321556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1321557.125000 Penalty: 4587.687012
	Iteration 36Q: 3 clusters Score -1321557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1321557.125000 Penalty: 4587.687012
	Iteration 37F: 3 clusters Score -1321557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (35696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Entering Unmasked Estep 
Score: -4511575.500000 Penalty: 2599.732910
	Iteration 0F: 2 clusters Score -4511576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -4487186.500000 Penalty: 5199.465820
	Iteration 0F: 3 clusters Score -4487186 nChanged 16175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -4496124.500000 Penalty: 5199.465820
	Iteration 1F: 3 clusters Score -4496124 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -4496616.000000 Penalty: 5199.465820
	Iteration 2Q: 3 clusters Score -4496616 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -4497066.500000 Penalty: 5199.465820
	Iteration 3Q: 3 clusters Score -4497066 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -4497540.500000 Penalty: 5199.465820
	Iteration 4Q: 3 clusters Score -4497540 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -4498122.500000 Penalty: 5199.465820
	Iteration 5Q: 3 clusters Score -4498122 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -4498897.000000 Penalty: 5199.465820
	Iteration 6Q: 3 clusters Score -4498897 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23486 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -4500004.000000 Penalty: 5199.465820
	Iteration 7Q: 3 clusters Score -4500004 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -4501354.000000 Penalty: 5199.465820
	Iteration 8F: 3 clusters Score -4501354 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -4502932.000000 Penalty: 5199.465820
	Iteration 9F: 3 clusters Score -4502932 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -4504466.000000 Penalty: 5199.465820
	Iteration 10F: 3 clusters Score -4504466 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30580 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -4505780.500000 Penalty: 5199.465820
	Iteration 11Q: 3 clusters Score -4505780 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31862 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -4506736.000000 Penalty: 5199.465820
	Iteration 12Q: 3 clusters Score -4506736 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32835 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -4507378.500000 Penalty: 5199.465820
	Iteration 13Q: 3 clusters Score -4507378 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -4507916.000000 Penalty: 5199.465820
	Iteration 14Q: 3 clusters Score -4507916 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34149 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -4508347.500000 Penalty: 5199.465820
	Iteration 15Q: 3 clusters Score -4508348 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34504 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -4508621.000000 Penalty: 5199.465820
	Iteration 16Q: 3 clusters Score -4508621 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -4508818.000000 Penalty: 5199.465820
	Iteration 17Q: 3 clusters Score -4508818 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34876 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -4508960.500000 Penalty: 5199.465820
	Iteration 18Q: 3 clusters Score -4508960 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -4509058.000000 Penalty: 5199.465820
	Iteration 19Q: 3 clusters Score -4509058 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35058 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -4509141.000000 Penalty: 5199.465820
	Iteration 20F: 3 clusters Score -4509141 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35109 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -4509186.000000 Penalty: 5199.465820
	Iteration 21Q: 3 clusters Score -4509186 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35148 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -4509232.500000 Penalty: 5199.465820
	Iteration 22Q: 3 clusters Score -4509232 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35182 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4509278.500000 Penalty: 5199.465820
	Iteration 23Q: 3 clusters Score -4509278 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35205 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4509303.500000 Penalty: 5199.465820
	Iteration 24Q: 3 clusters Score -4509304 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35231 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -4509335.000000 Penalty: 5199.465820
	Iteration 25Q: 3 clusters Score -4509335 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35244 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -4509348.500000 Penalty: 5199.465820
	Iteration 26Q: 3 clusters Score -4509348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35250 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -4509361.500000 Penalty: 5199.465820
	Iteration 27Q: 3 clusters Score -4509362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -4509372.000000 Penalty: 5199.465820
	Iteration 28Q: 3 clusters Score -4509372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4509384.000000 Penalty: 5199.465820
	Iteration 29Q: 3 clusters Score -4509384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35266 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4509390.000000 Penalty: 5199.465820
	Iteration 30Q: 3 clusters Score -4509390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4509389.500000 Penalty: 5199.465820
	Iteration 31Q: 3 clusters Score -4509390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4509397.500000 Penalty: 5199.465820
	Iteration 32Q: 3 clusters Score -4509398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35279 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4509398.000000 Penalty: 5199.465820
	Iteration 33Q: 3 clusters Score -4509398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35280 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4509407.000000 Penalty: 5199.465820
	Iteration 34Q: 3 clusters Score -4509407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35280 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4509408.000000 Penalty: 5199.465820
	Iteration 35Q: 3 clusters Score -4509408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35282 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -4509411.000000 Penalty: 5199.465820
	Iteration 36Q: 3 clusters Score -4509411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4509410.000000 Penalty: 5199.465820
	Iteration 37Q: 3 clusters Score -4509410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35282 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -4509411.500000 Penalty: 5199.465820
	Iteration 38Q: 3 clusters Score -4509412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35283 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4509412.000000 Penalty: 5199.465820
	Iteration 39Q: 3 clusters Score -4509412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4509413.000000 Penalty: 5199.465820
	Iteration 40F: 3 clusters Score -4509413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -4509414.500000 Penalty: 5199.465820
	Iteration 41Q: 3 clusters Score -4509414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -4509414.500000 Penalty: 5199.465820
	Iteration 42F: 3 clusters Score -4509414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Entering Unmasked Estep 
Score: -840963.625000 Penalty: 2182.316162
	Iteration 0F: 2 clusters Score -840963.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -835402.375000 Penalty: 4364.632324
	Iteration 0F: 3 clusters Score -835402.4 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -836813.625000 Penalty: 4364.632324
	Iteration 1F: 3 clusters Score -836813.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -837044.625000 Penalty: 4364.632324
	Iteration 2F: 3 clusters Score -837044.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -837191.500000 Penalty: 4364.632324
	Iteration 3Q: 3 clusters Score -837191.5 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -837293.562500 Penalty: 4364.632324
	Iteration 4Q: 3 clusters Score -837293.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -837368.500000 Penalty: 4364.632324
	Iteration 5Q: 3 clusters Score -837368.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -837420.500000 Penalty: 4364.632324
	Iteration 6Q: 3 clusters Score -837420.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -837451.125000 Penalty: 4364.632324
	Iteration 7Q: 3 clusters Score -837451.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -837481.750000 Penalty: 4364.632324
	Iteration 8Q: 3 clusters Score -837481.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -837515.687500 Penalty: 4364.632324
	Iteration 9Q: 3 clusters Score -837515.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -837540.562500 Penalty: 4364.632324
	Iteration 10Q: 3 clusters Score -837540.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -837565.687500 Penalty: 4364.632324
	Iteration 11Q: 3 clusters Score -837565.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -837594.625000 Penalty: 4364.632324
	Iteration 12Q: 3 clusters Score -837594.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -837619.937500 Penalty: 4364.632324
	Iteration 13Q: 3 clusters Score -837619.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -837643.875000 Penalty: 4364.632324
	Iteration 14Q: 3 clusters Score -837643.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -837678.125000 Penalty: 4364.632324
	Iteration 15Q: 3 clusters Score -837678.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -837714.250000 Penalty: 4364.632324
	Iteration 16Q: 3 clusters Score -837714.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -837754.750000 Penalty: 4364.632324
	Iteration 17Q: 3 clusters Score -837754.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -837809.500000 Penalty: 4364.632324
	Iteration 18Q: 3 clusters Score -837809.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -837874.125000 Penalty: 4364.632324
	Iteration 19Q: 3 clusters Score -837874.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -837948.812500 Penalty: 4364.632324
	Iteration 20F: 3 clusters Score -837948.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -838032.000000 Penalty: 4364.632324
	Iteration 21Q: 3 clusters Score -838032 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -838126.937500 Penalty: 4364.632324
	Iteration 22Q: 3 clusters Score -838126.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -838211.312500 Penalty: 4364.632324
	Iteration 23Q: 3 clusters Score -838211.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -838318.437500 Penalty: 4364.632324
	Iteration 24Q: 3 clusters Score -838318.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -838440.125000 Penalty: 4364.632324
	Iteration 25Q: 3 clusters Score -838440.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -838554.750000 Penalty: 4364.632324
	Iteration 26Q: 3 clusters Score -838554.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -838657.000000 Penalty: 4364.632324
	Iteration 27Q: 3 clusters Score -838657 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -838729.687500 Penalty: 4364.632324
	Iteration 28Q: 3 clusters Score -838729.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -838784.000000 Penalty: 4364.632324
	Iteration 29Q: 3 clusters Score -838784 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -838834.187500 Penalty: 4364.632324
	Iteration 30Q: 3 clusters Score -838834.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -838879.937500 Penalty: 4364.632324
	Iteration 31Q: 3 clusters Score -838879.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -838921.125000 Penalty: 4364.632324
	Iteration 32Q: 3 clusters Score -838921.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -838955.687500 Penalty: 4364.632324
	Iteration 33Q: 3 clusters Score -838955.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -838975.437500 Penalty: 4364.632324
	Iteration 34Q: 3 clusters Score -838975.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -838999.750000 Penalty: 4364.632324
	Iteration 35Q: 3 clusters Score -838999.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -839009.875000 Penalty: 4364.632324
	Iteration 36Q: 3 clusters Score -839009.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -839026.250000 Penalty: 4364.632324
	Iteration 37Q: 3 clusters Score -839026.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -839041.062500 Penalty: 4364.632324
	Iteration 38Q: 3 clusters Score -839041.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -839047.562500 Penalty: 4364.632324
	Iteration 39Q: 3 clusters Score -839047.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -839054.250000 Penalty: 4364.632324
	Iteration 40F: 3 clusters Score -839054.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -839061.187500 Penalty: 4364.632324
	Iteration 41Q: 3 clusters Score -839061.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -839063.750000 Penalty: 4364.632324
	Iteration 42Q: 3 clusters Score -839063.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -839063.750000 Penalty: 4364.632324
	Iteration 43F: 3 clusters Score -839063.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 91174 members 
Mstep: Class 3 contains 14614 members 
Mstep: Class 4 contains 237888 members 
Mstep: Class 5 contains 3895 members 
Mstep: Class 6 contains 17322 members 
Mstep: Class 7 contains 2360 members 
Mstep: Class 8 contains 27473 members 
Mstep: Class 9 contains 5653 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 89787 members 
Mstep: Class 12 contains 21213 members 
Mstep: Class 13 contains 38067 members 
Mstep: Class 14 contains 4509 members 
Mstep: Class 15 contains 516 members 
Mstep: Class 16 contains 54610 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 187512 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2754 members 
Mstep: Class 21 contains 10398 members 
Mstep: Class 22 contains 35696 members 
Mstep: Class 23 contains 6632 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 119Q: 24 clusters Score -1.047716e+08 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 90667 members 
Mstep: Class 3 contains 14612 members 
Mstep: Class 4 contains 238361 members 
Mstep: Class 5 contains 3896 members 
Mstep: Class 6 contains 17320 members 
Mstep: Class 7 contains 2357 members 
Mstep: Class 8 contains 27502 members 
Mstep: Class 9 contains 5652 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 89749 members 
Mstep: Class 12 contains 21216 members 
Mstep: Class 13 contains 38062 members 
Mstep: Class 14 contains 4509 members 
Mstep: Class 15 contains 516 members 
Mstep: Class 16 contains 54640 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 187492 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2754 members 
Mstep: Class 21 contains 10441 members 
Mstep: Class 22 contains 35705 members 
Mstep: Class 23 contains 6632 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 120F: 24 clusters Score -1.047715e+08 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 90157 members 
Mstep: Class 3 contains 14608 members 
Mstep: Class 4 contains 238816 members 
Mstep: Class 5 contains 3899 members 
Mstep: Class 6 contains 17329 members 
Mstep: Class 7 contains 2357 members 
Mstep: Class 8 contains 27516 members 
Mstep: Class 9 contains 5652 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 89715 members 
Mstep: Class 12 contains 21216 members 
Mstep: Class 13 contains 38050 members 
Mstep: Class 14 contains 4509 members 
Mstep: Class 15 contains 516 members 
Mstep: Class 16 contains 54677 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 187473 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2754 members 
Mstep: Class 21 contains 10494 members 
Mstep: Class 22 contains 35720 members 
Mstep: Class 23 contains 6633 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 121Q: 24 clusters Score -1.047715e+08 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 89620 members 
Mstep: Class 3 contains 14605 members 
Mstep: Class 4 contains 239295 members 
Mstep: Class 5 contains 3901 members 
Mstep: Class 6 contains 17331 members 
Mstep: Class 7 contains 2356 members 
Mstep: Class 8 contains 27540 members 
Mstep: Class 9 contains 5652 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 89674 members 
Mstep: Class 12 contains 21216 members 
Mstep: Class 13 contains 38042 members 
Mstep: Class 14 contains 4509 members 
Mstep: Class 15 contains 516 members 
Mstep: Class 16 contains 54703 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 187463 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2754 members 
Mstep: Class 21 contains 10542 members 
Mstep: Class 22 contains 35743 members 
Mstep: Class 23 contains 6634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771560.000000 Penalty: 77926.218750
Iteration 122Q: 24 clusters Score -1.047716e+08 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 89041 members 
Mstep: Class 3 contains 14599 members 
Mstep: Class 4 contains 239803 members 
Mstep: Class 5 contains 3906 members 
Mstep: Class 6 contains 17331 members 
Mstep: Class 7 contains 2352 members 
Mstep: Class 8 contains 27559 members 
Mstep: Class 9 contains 5652 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 89657 members 
Mstep: Class 12 contains 21220 members 
Mstep: Class 13 contains 38024 members 
Mstep: Class 14 contains 4509 members 
Mstep: Class 15 contains 516 members 
Mstep: Class 16 contains 54722 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 187476 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2754 members 
Mstep: Class 21 contains 10593 members 
Mstep: Class 22 contains 35751 members 
Mstep: Class 23 contains 6637 members 
Entering Unmasked Estep 
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Iteration 123Q: 24 clusters Score -1.047714e+08 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 88476 members 
Mstep: Class 3 contains 14590 members 
Mstep: Class 4 contains 240346 members 
Mstep: Class 5 contains 3915 members 
Mstep: Class 6 contains 17326 members 
Mstep: Class 7 contains 2353 members 
Mstep: Class 8 contains 27559 members 
Mstep: Class 9 contains 5653 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 89619 members 
Mstep: Class 12 contains 21223 members 
Mstep: Class 13 contains 38013 members 
Mstep: Class 14 contains 4509 members 
Mstep: Class 15 contains 516 members 
Mstep: Class 16 contains 54746 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 187450 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2755 members 
Mstep: Class 21 contains 10663 members 
Mstep: Class 22 contains 35763 members 
Mstep: Class 23 contains 6639 members 
Entering Unmasked Estep 
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Iteration 124Q: 24 clusters Score -1.047713e+08 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 87805 members 
Mstep: Class 3 contains 14571 members 
Mstep: Class 4 contains 240885 members 
Mstep: Class 5 contains 3926 members 
Mstep: Class 6 contains 17330 members 
Mstep: Class 7 contains 2353 members 
Mstep: Class 8 contains 27566 members 
Mstep: Class 9 contains 5653 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 89607 members 
Mstep: Class 12 contains 21228 members 
Mstep: Class 13 contains 37997 members 
Mstep: Class 14 contains 4510 members 
Mstep: Class 15 contains 516 members 
Mstep: Class 16 contains 54757 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 187530 members 
Mstep: Class 19 contains 271 members 
Mstep: Class 20 contains 2756 members 
Mstep: Class 21 contains 10711 members 
Mstep: Class 22 contains 35783 members 
Mstep: Class 23 contains 6640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771360.000000 Penalty: 77926.218750
Iteration 125Q: 24 clusters Score -1.047714e+08 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 87078 members 
Mstep: Class 3 contains 14559 members 
Mstep: Class 4 contains 241407 members 
Mstep: Class 5 contains 3930 members 
Mstep: Class 6 contains 17330 members 
Mstep: Class 7 contains 2353 members 
Mstep: Class 8 contains 27580 members 
Mstep: Class 9 contains 5652 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 89618 members 
Mstep: Class 12 contains 21228 members 
Mstep: Class 13 contains 37983 members 
Mstep: Class 14 contains 4513 members 
Mstep: Class 15 contains 516 members 
Mstep: Class 16 contains 54781 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 187646 members 
Mstep: Class 19 contains 271 members 
Mstep: Class 20 contains 2757 members 
Mstep: Class 21 contains 10760 members 
Mstep: Class 22 contains 35803 members 
Mstep: Class 23 contains 6642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771632.000000 Penalty: 77926.218750
Iteration 126Q: 24 clusters Score -1.047716e+08 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 86311 members 
Mstep: Class 3 contains 14556 members 
Mstep: Class 4 contains 241972 members 
Mstep: Class 5 contains 3936 members 
Mstep: Class 6 contains 17328 members 
Mstep: Class 7 contains 2353 members 
Mstep: Class 8 contains 27602 members 
Mstep: Class 9 contains 5652 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 89630 members 
Mstep: Class 12 contains 21227 members 
Mstep: Class 13 contains 37970 members 
Mstep: Class 14 contains 4516 members 
Mstep: Class 15 contains 516 members 
Mstep: Class 16 contains 54797 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 187739 members 
Mstep: Class 19 contains 271 members 
Mstep: Class 20 contains 2758 members 
Mstep: Class 21 contains 10814 members 
Mstep: Class 22 contains 35822 members 
Mstep: Class 23 contains 6644 members 
Entering Unmasked Estep 
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Iteration 127Q: 24 clusters Score -1.047719e+08 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 85486 members 
Mstep: Class 3 contains 14553 members 
Mstep: Class 4 contains 242619 members 
Mstep: Class 5 contains 3940 members 
Mstep: Class 6 contains 17342 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 27639 members 
Mstep: Class 9 contains 5652 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 89624 members 
Mstep: Class 12 contains 21223 members 
Mstep: Class 13 contains 37960 members 
Mstep: Class 14 contains 4516 members 
Mstep: Class 15 contains 516 members 
Mstep: Class 16 contains 54822 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 187791 members 
Mstep: Class 19 contains 271 members 
Mstep: Class 20 contains 2761 members 
Mstep: Class 21 contains 10880 members 
Mstep: Class 22 contains 35833 members 
Mstep: Class 23 contains 6646 members 
Entering Unmasked Estep 
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Iteration 128Q: 24 clusters Score -1.047719e+08 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 84640 members 
Mstep: Class 3 contains 14549 members 
Mstep: Class 4 contains 243156 members 
Mstep: Class 5 contains 3941 members 
Mstep: Class 6 contains 17351 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 27670 members 
Mstep: Class 9 contains 5652 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 89653 members 
Mstep: Class 12 contains 21222 members 
Mstep: Class 13 contains 37950 members 
Mstep: Class 14 contains 4516 members 
Mstep: Class 15 contains 516 members 
Mstep: Class 16 contains 54865 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 187929 members 
Mstep: Class 19 contains 271 members 
Mstep: Class 20 contains 2763 members 
Mstep: Class 21 contains 10953 members 
Mstep: Class 22 contains 35841 members 
Mstep: Class 23 contains 6649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771608.000000 Penalty: 77926.218750
Iteration 129Q: 24 clusters Score -1.047716e+08 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 83741 members 
Mstep: Class 3 contains 14533 members 
Mstep: Class 4 contains 243715 members 
Mstep: Class 5 contains 3947 members 
Mstep: Class 6 contains 17350 members 
Mstep: Class 7 contains 2347 members 
Mstep: Class 8 contains 27699 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 89700 members 
Mstep: Class 12 contains 21231 members 
Mstep: Class 13 contains 37956 members 
Mstep: Class 14 contains 4516 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54892 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 188074 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2764 members 
Mstep: Class 21 contains 11036 members 
Mstep: Class 22 contains 35855 members 
Mstep: Class 23 contains 6650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771952.000000 Penalty: 77926.218750
Iteration 130Q: 24 clusters Score -1.04772e+08 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 82724 members 
Mstep: Class 3 contains 14520 members 
Mstep: Class 4 contains 244361 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 6 contains 17347 members 
Mstep: Class 7 contains 2350 members 
Mstep: Class 8 contains 27755 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 89743 members 
Mstep: Class 12 contains 21238 members 
Mstep: Class 13 contains 37958 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54917 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 188250 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2764 members 
Mstep: Class 21 contains 11119 members 
Mstep: Class 22 contains 35856 members 
Mstep: Class 23 contains 6650 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 131Q: 24 clusters Score -1.047718e+08 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 81611 members 
Mstep: Class 3 contains 14501 members 
Mstep: Class 4 contains 244953 members 
Mstep: Class 5 contains 3965 members 
Mstep: Class 6 contains 17357 members 
Mstep: Class 7 contains 2350 members 
Mstep: Class 8 contains 27822 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 89815 members 
Mstep: Class 12 contains 21248 members 
Mstep: Class 13 contains 37959 members 
Mstep: Class 14 contains 4516 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54946 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 188522 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2765 members 
Mstep: Class 21 contains 11204 members 
Mstep: Class 22 contains 35863 members 
Mstep: Class 23 contains 6650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104772416.000000 Penalty: 77926.218750
Iteration 132Q: 24 clusters Score -1.047724e+08 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 80427 members 
Mstep: Class 3 contains 14475 members 
Mstep: Class 4 contains 245535 members 
Mstep: Class 5 contains 3974 members 
Mstep: Class 6 contains 17359 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 27870 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 89905 members 
Mstep: Class 12 contains 21252 members 
Mstep: Class 13 contains 37958 members 
Mstep: Class 14 contains 4516 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54968 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 188894 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2765 members 
Mstep: Class 21 contains 11310 members 
Mstep: Class 22 contains 35862 members 
Mstep: Class 23 contains 6651 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 133Q: 24 clusters Score -1.047727e+08 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 79153 members 
Mstep: Class 3 contains 14446 members 
Mstep: Class 4 contains 246182 members 
Mstep: Class 5 contains 3984 members 
Mstep: Class 6 contains 17367 members 
Mstep: Class 7 contains 2344 members 
Mstep: Class 8 contains 27904 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 90010 members 
Mstep: Class 12 contains 21258 members 
Mstep: Class 13 contains 37937 members 
Mstep: Class 14 contains 4515 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54972 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 189287 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2765 members 
Mstep: Class 21 contains 11446 members 
Mstep: Class 22 contains 35873 members 
Mstep: Class 23 contains 6651 members 
Entering Unmasked Estep 
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Iteration 134Q: 24 clusters Score -1.047731e+08 nChanged 4075
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 77778 members 
Mstep: Class 3 contains 14413 members 
Mstep: Class 4 contains 246884 members 
Mstep: Class 5 contains 3989 members 
Mstep: Class 6 contains 17386 members 
Mstep: Class 7 contains 2341 members 
Mstep: Class 8 contains 27944 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 90140 members 
Mstep: Class 12 contains 21260 members 
Mstep: Class 13 contains 37915 members 
Mstep: Class 14 contains 4516 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54997 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 189677 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2766 members 
Mstep: Class 21 contains 11580 members 
Mstep: Class 22 contains 35885 members 
Mstep: Class 23 contains 6652 members 
Entering Unmasked Estep 
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Iteration 135Q: 24 clusters Score -1.047735e+08 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 76343 members 
Mstep: Class 3 contains 14381 members 
Mstep: Class 4 contains 247620 members 
Mstep: Class 5 contains 3990 members 
Mstep: Class 6 contains 17389 members 
Mstep: Class 7 contains 2340 members 
Mstep: Class 8 contains 27979 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 90301 members 
Mstep: Class 12 contains 21257 members 
Mstep: Class 13 contains 37907 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 55004 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 190106 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2768 members 
Mstep: Class 21 contains 11715 members 
Mstep: Class 22 contains 35889 members 
Mstep: Class 23 contains 6652 members 
Entering Unmasked Estep 
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Iteration 136Q: 24 clusters Score -1.047743e+08 nChanged 4530
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 74884 members 
Mstep: Class 3 contains 14343 members 
Mstep: Class 4 contains 248380 members 
Mstep: Class 5 contains 3993 members 
Mstep: Class 6 contains 17387 members 
Mstep: Class 7 contains 2342 members 
Mstep: Class 8 contains 28006 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 90470 members 
Mstep: Class 12 contains 21244 members 
Mstep: Class 13 contains 37906 members 
Mstep: Class 14 contains 4517 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 55011 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 190517 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2770 members 
Mstep: Class 21 contains 11874 members 
Mstep: Class 22 contains 35897 members 
Mstep: Class 23 contains 6652 members 
Entering Unmasked Estep 
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Iteration 137Q: 24 clusters Score -1.04775e+08 nChanged 4617
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 73447 members 
Mstep: Class 3 contains 14312 members 
Mstep: Class 4 contains 249208 members 
Mstep: Class 5 contains 3998 members 
Mstep: Class 6 contains 17383 members 
Mstep: Class 7 contains 2344 members 
Mstep: Class 8 contains 28066 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 90636 members 
Mstep: Class 12 contains 21236 members 
Mstep: Class 13 contains 37897 members 
Mstep: Class 14 contains 4518 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 55007 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 190805 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2773 members 
Mstep: Class 21 contains 12043 members 
Mstep: Class 22 contains 35900 members 
Mstep: Class 23 contains 6653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775664.000000 Penalty: 77926.218750
Iteration 138Q: 24 clusters Score -1.047757e+08 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 72134 members 
Mstep: Class 3 contains 14285 members 
Mstep: Class 4 contains 250067 members 
Mstep: Class 5 contains 4000 members 
Mstep: Class 6 contains 17377 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 28109 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 90822 members 
Mstep: Class 12 contains 21232 members 
Mstep: Class 13 contains 37866 members 
Mstep: Class 14 contains 4521 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54999 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 190957 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2774 members 
Mstep: Class 21 contains 12207 members 
Mstep: Class 22 contains 35900 members 
Mstep: Class 23 contains 6653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776192.000000 Penalty: 77926.218750
Iteration 139Q: 24 clusters Score -1.047762e+08 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 70875 members 
Mstep: Class 3 contains 14245 members 
Mstep: Class 4 contains 250939 members 
Mstep: Class 5 contains 4001 members 
Mstep: Class 6 contains 17384 members 
Mstep: Class 7 contains 2351 members 
Mstep: Class 8 contains 28149 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 91021 members 
Mstep: Class 12 contains 21248 members 
Mstep: Class 13 contains 37823 members 
Mstep: Class 14 contains 4520 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54992 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 190991 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2775 members 
Mstep: Class 21 contains 12386 members 
Mstep: Class 22 contains 35913 members 
Mstep: Class 23 contains 6653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777256.000000 Penalty: 77926.218750
Iteration 140F: 24 clusters Score -1.047773e+08 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 69796 members 
Mstep: Class 3 contains 14219 members 
Mstep: Class 4 contains 251834 members 
Mstep: Class 5 contains 3994 members 
Mstep: Class 6 contains 17363 members 
Mstep: Class 7 contains 2351 members 
Mstep: Class 8 contains 28203 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 91194 members 
Mstep: Class 12 contains 21245 members 
Mstep: Class 13 contains 37791 members 
Mstep: Class 14 contains 4522 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54973 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 190889 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2777 members 
Mstep: Class 21 contains 12541 members 
Mstep: Class 22 contains 35938 members 
Mstep: Class 23 contains 6653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777336.000000 Penalty: 77926.218750
Iteration 141Q: 24 clusters Score -1.047773e+08 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 68882 members 
Mstep: Class 3 contains 14187 members 
Mstep: Class 4 contains 252660 members 
Mstep: Class 5 contains 4003 members 
Mstep: Class 6 contains 17347 members 
Mstep: Class 7 contains 2353 members 
Mstep: Class 8 contains 28252 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 91378 members 
Mstep: Class 12 contains 21251 members 
Mstep: Class 13 contains 37775 members 
Mstep: Class 14 contains 4525 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54951 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 190661 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2777 members 
Mstep: Class 21 contains 12691 members 
Mstep: Class 22 contains 35949 members 
Mstep: Class 23 contains 6654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777840.000000 Penalty: 77926.218750
Iteration 142Q: 24 clusters Score -1.047778e+08 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 68086 members 
Mstep: Class 3 contains 14149 members 
Mstep: Class 4 contains 253499 members 
Mstep: Class 5 contains 4017 members 
Mstep: Class 6 contains 17334 members 
Mstep: Class 7 contains 2348 members 
Mstep: Class 8 contains 28286 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 91504 members 
Mstep: Class 12 contains 21259 members 
Mstep: Class 13 contains 37763 members 
Mstep: Class 14 contains 4527 members 
Mstep: Class 15 contains 516 members 
Mstep: Class 16 contains 54951 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 190317 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2778 members 
Mstep: Class 21 contains 12870 members 
Mstep: Class 22 contains 35973 members 
Mstep: Class 23 contains 6654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777872.000000 Penalty: 77926.218750
Iteration 143Q: 24 clusters Score -1.047779e+08 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 67406 members 
Mstep: Class 3 contains 14127 members 
Mstep: Class 4 contains 254435 members 
Mstep: Class 5 contains 4026 members 
Mstep: Class 6 contains 17327 members 
Mstep: Class 7 contains 2343 members 
Mstep: Class 8 contains 28329 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 91608 members 
Mstep: Class 12 contains 21256 members 
Mstep: Class 13 contains 37741 members 
Mstep: Class 14 contains 4529 members 
Mstep: Class 15 contains 516 members 
Mstep: Class 16 contains 54915 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 189833 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2779 members 
Mstep: Class 21 contains 13041 members 
Mstep: Class 22 contains 35991 members 
Mstep: Class 23 contains 6654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778192.000000 Penalty: 77926.218750
Iteration 144Q: 24 clusters Score -1.047782e+08 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 66778 members 
Mstep: Class 3 contains 14113 members 
Mstep: Class 4 contains 255368 members 
Mstep: Class 5 contains 4025 members 
Mstep: Class 6 contains 17324 members 
Mstep: Class 7 contains 2342 members 
Mstep: Class 8 contains 28361 members 
Mstep: Class 9 contains 5647 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 91747 members 
Mstep: Class 12 contains 21258 members 
Mstep: Class 13 contains 37710 members 
Mstep: Class 14 contains 4532 members 
Mstep: Class 15 contains 516 members 
Mstep: Class 16 contains 54889 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 189246 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2779 members 
Mstep: Class 21 contains 13220 members 
Mstep: Class 22 contains 36002 members 
Mstep: Class 23 contains 6654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778544.000000 Penalty: 77926.218750
Iteration 145Q: 24 clusters Score -1.047785e+08 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 66265 members 
Mstep: Class 3 contains 14098 members 
Mstep: Class 4 contains 256264 members 
Mstep: Class 5 contains 4037 members 
Mstep: Class 6 contains 17319 members 
Mstep: Class 7 contains 2339 members 
Mstep: Class 8 contains 28385 members 
Mstep: Class 9 contains 5646 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 91884 members 
Mstep: Class 12 contains 21254 members 
Mstep: Class 13 contains 37690 members 
Mstep: Class 14 contains 4532 members 
Mstep: Class 15 contains 516 members 
Mstep: Class 16 contains 54871 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 188570 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2781 members 
Mstep: Class 21 contains 13400 members 
Mstep: Class 22 contains 36012 members 
Mstep: Class 23 contains 6655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778568.000000 Penalty: 77926.218750
Iteration 146Q: 24 clusters Score -1.047786e+08 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 65845 members 
Mstep: Class 3 contains 14088 members 
Mstep: Class 4 contains 257119 members 
Mstep: Class 5 contains 4050 members 
Mstep: Class 6 contains 17309 members 
Mstep: Class 7 contains 2341 members 
Mstep: Class 8 contains 28400 members 
Mstep: Class 9 contains 5645 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 91992 members 
Mstep: Class 12 contains 21255 members 
Mstep: Class 13 contains 37686 members 
Mstep: Class 14 contains 4533 members 
Mstep: Class 15 contains 516 members 
Mstep: Class 16 contains 54863 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 187843 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2781 members 
Mstep: Class 21 contains 13574 members 
Mstep: Class 22 contains 36025 members 
Mstep: Class 23 contains 6655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778816.000000 Penalty: 77926.218750
Iteration 147Q: 24 clusters Score -1.047788e+08 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 65487 members 
Mstep: Class 3 contains 14076 members 
Mstep: Class 4 contains 257916 members 
Mstep: Class 5 contains 4057 members 
Mstep: Class 6 contains 17306 members 
Mstep: Class 7 contains 2343 members 
Mstep: Class 8 contains 28404 members 
Mstep: Class 9 contains 5645 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 92097 members 
Mstep: Class 12 contains 21251 members 
Mstep: Class 13 contains 37672 members 
Mstep: Class 14 contains 4534 members 
Mstep: Class 15 contains 516 members 
Mstep: Class 16 contains 54849 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 187144 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2782 members 
Mstep: Class 21 contains 13748 members 
Mstep: Class 22 contains 36041 members 
Mstep: Class 23 contains 6655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778632.000000 Penalty: 77926.218750
Iteration 148Q: 24 clusters Score -1.047786e+08 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 65178 members 
Mstep: Class 3 contains 14060 members 
Mstep: Class 4 contains 258648 members 
Mstep: Class 5 contains 4063 members 
Mstep: Class 6 contains 17312 members 
Mstep: Class 7 contains 2345 members 
Mstep: Class 8 contains 28405 members 
Mstep: Class 9 contains 5645 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 92221 members 
Mstep: Class 12 contains 21252 members 
Mstep: Class 13 contains 37650 members 
Mstep: Class 14 contains 4536 members 
Mstep: Class 15 contains 516 members 
Mstep: Class 16 contains 54838 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 186433 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2783 members 
Mstep: Class 21 contains 13940 members 
Mstep: Class 22 contains 36049 members 
Mstep: Class 23 contains 6658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778576.000000 Penalty: 77926.218750
Iteration 149Q: 24 clusters Score -1.047786e+08 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 64887 members 
Mstep: Class 3 contains 14054 members 
Mstep: Class 4 contains 259419 members 
Mstep: Class 5 contains 4068 members 
Mstep: Class 6 contains 17313 members 
Mstep: Class 7 contains 2349 members 
Mstep: Class 8 contains 28372 members 
Mstep: Class 9 contains 5645 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 92323 members 
Mstep: Class 12 contains 21245 members 
Mstep: Class 13 contains 37642 members 
Mstep: Class 14 contains 4541 members 
Mstep: Class 15 contains 516 members 
Mstep: Class 16 contains 54822 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 185711 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2786 members 
Mstep: Class 21 contains 14138 members 
Mstep: Class 22 contains 36048 members 
Mstep: Class 23 contains 6660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778328.000000 Penalty: 77926.218750
Iteration 150Q: 24 clusters Score -1.047783e+08 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 64680 members 
Mstep: Class 3 contains 14042 members 
Mstep: Class 4 contains 260124 members 
Mstep: Class 5 contains 4103 members 
Mstep: Class 6 contains 17308 members 
Mstep: Class 7 contains 2346 members 
Mstep: Class 8 contains 28355 members 
Mstep: Class 9 contains 5645 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 92421 members 
Mstep: Class 12 contains 21250 members 
Mstep: Class 13 contains 37632 members 
Mstep: Class 14 contains 4542 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54817 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 184955 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2786 members 
Mstep: Class 21 contains 14324 members 
Mstep: Class 22 contains 36041 members 
Mstep: Class 23 contains 6660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778312.000000 Penalty: 77926.218750
Iteration 151Q: 24 clusters Score -1.047783e+08 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 64467 members 
Mstep: Class 3 contains 14024 members 
Mstep: Class 4 contains 260793 members 
Mstep: Class 5 contains 4127 members 
Mstep: Class 6 contains 17301 members 
Mstep: Class 7 contains 2347 members 
Mstep: Class 8 contains 28329 members 
Mstep: Class 9 contains 5647 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 92536 members 
Mstep: Class 12 contains 21247 members 
Mstep: Class 13 contains 37630 members 
Mstep: Class 14 contains 4544 members 
Mstep: Class 15 contains 518 members 
Mstep: Class 16 contains 54797 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 184242 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2787 members 
Mstep: Class 21 contains 14518 members 
Mstep: Class 22 contains 36033 members 
Mstep: Class 23 contains 6661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778424.000000 Penalty: 77926.218750
Iteration 152Q: 24 clusters Score -1.047784e+08 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 64299 members 
Mstep: Class 3 contains 14017 members 
Mstep: Class 4 contains 261364 members 
Mstep: Class 5 contains 4145 members 
Mstep: Class 6 contains 17290 members 
Mstep: Class 7 contains 2344 members 
Mstep: Class 8 contains 28315 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 92657 members 
Mstep: Class 12 contains 21252 members 
Mstep: Class 13 contains 37615 members 
Mstep: Class 14 contains 4546 members 
Mstep: Class 15 contains 518 members 
Mstep: Class 16 contains 54785 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 183598 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2787 members 
Mstep: Class 21 contains 14683 members 
Mstep: Class 22 contains 36022 members 
Mstep: Class 23 contains 6663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778640.000000 Penalty: 77926.218750
Iteration 153Q: 24 clusters Score -1.047786e+08 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 64132 members 
Mstep: Class 3 contains 14008 members 
Mstep: Class 4 contains 261901 members 
Mstep: Class 5 contains 4157 members 
Mstep: Class 6 contains 17290 members 
Mstep: Class 7 contains 2342 members 
Mstep: Class 8 contains 28303 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 92782 members 
Mstep: Class 12 contains 21262 members 
Mstep: Class 13 contains 37619 members 
Mstep: Class 14 contains 4549 members 
Mstep: Class 15 contains 518 members 
Mstep: Class 16 contains 54771 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 182945 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2787 members 
Mstep: Class 21 contains 14857 members 
Mstep: Class 22 contains 36020 members 
Mstep: Class 23 contains 6663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778552.000000 Penalty: 77926.218750
Iteration 154Q: 24 clusters Score -1.047786e+08 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 63979 members 
Mstep: Class 3 contains 13996 members 
Mstep: Class 4 contains 262349 members 
Mstep: Class 5 contains 4170 members 
Mstep: Class 6 contains 17287 members 
Mstep: Class 7 contains 2339 members 
Mstep: Class 8 contains 28288 members 
Mstep: Class 9 contains 5651 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 92915 members 
Mstep: Class 12 contains 21267 members 
Mstep: Class 13 contains 37623 members 
Mstep: Class 14 contains 4554 members 
Mstep: Class 15 contains 518 members 
Mstep: Class 16 contains 54767 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 182368 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2787 members 
Mstep: Class 21 contains 15019 members 
Mstep: Class 22 contains 36014 members 
Mstep: Class 23 contains 6663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778664.000000 Penalty: 77926.218750
Iteration 155Q: 24 clusters Score -1.047787e+08 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 63867 members 
Mstep: Class 3 contains 13988 members 
Mstep: Class 4 contains 262814 members 
Mstep: Class 5 contains 4173 members 
Mstep: Class 6 contains 17283 members 
Mstep: Class 7 contains 2339 members 
Mstep: Class 8 contains 28275 members 
Mstep: Class 9 contains 5651 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 93019 members 
Mstep: Class 12 contains 21273 members 
Mstep: Class 13 contains 37624 members 
Mstep: Class 14 contains 4560 members 
Mstep: Class 15 contains 518 members 
Mstep: Class 16 contains 54772 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 181784 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2787 members 
Mstep: Class 21 contains 15150 members 
Mstep: Class 22 contains 36014 members 
Mstep: Class 23 contains 6663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778664.000000 Penalty: 77926.218750
Iteration 156Q: 24 clusters Score -1.047787e+08 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 63783 members 
Mstep: Class 3 contains 13981 members 
Mstep: Class 4 contains 263227 members 
Mstep: Class 5 contains 4189 members 
Mstep: Class 6 contains 17281 members 
Mstep: Class 7 contains 2338 members 
Mstep: Class 8 contains 28274 members 
Mstep: Class 9 contains 5652 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 93138 members 
Mstep: Class 12 contains 21272 members 
Mstep: Class 13 contains 37627 members 
Mstep: Class 14 contains 4565 members 
Mstep: Class 15 contains 518 members 
Mstep: Class 16 contains 54754 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 181199 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2788 members 
Mstep: Class 21 contains 15291 members 
Mstep: Class 22 contains 36017 members 
Mstep: Class 23 contains 6664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778632.000000 Penalty: 77926.218750
Iteration 157Q: 24 clusters Score -1.047786e+08 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 63725 members 
Mstep: Class 3 contains 13967 members 
Mstep: Class 4 contains 263583 members 
Mstep: Class 5 contains 4195 members 
Mstep: Class 6 contains 17272 members 
Mstep: Class 7 contains 2334 members 
Mstep: Class 8 contains 28281 members 
Mstep: Class 9 contains 5654 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 93268 members 
Mstep: Class 12 contains 21276 members 
Mstep: Class 13 contains 37620 members 
Mstep: Class 14 contains 4567 members 
Mstep: Class 15 contains 518 members 
Mstep: Class 16 contains 54766 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 180629 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2792 members 
Mstep: Class 21 contains 15435 members 
Mstep: Class 22 contains 36014 members 
Mstep: Class 23 contains 6664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778768.000000 Penalty: 77926.218750
Iteration 158Q: 24 clusters Score -1.047788e+08 nChanged 1548
Entering ConstructFrom: 
Score: -104778768.000000 Penalty: 77926.218750
Entering ConstructFrom: 
Trying to split cluster 1 (2333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Entering Unmasked Estep 
Score: -286836.250000 Penalty: 1923.217773
	Iteration 0F: 2 clusters Score -286836.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -283991.125000 Penalty: 3846.435547
	Iteration 0F: 3 clusters Score -283991.1 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -284547.187500 Penalty: 3846.435547
	Iteration 1F: 3 clusters Score -284547.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -284690.000000 Penalty: 3846.435547
	Iteration 2F: 3 clusters Score -284690 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -284779.125000 Penalty: 3846.435547
	Iteration 3Q: 3 clusters Score -284779.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -284832.750000 Penalty: 3846.435547
	Iteration 4Q: 3 clusters Score -284832.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -284865.531250 Penalty: 3846.435547
	Iteration 5Q: 3 clusters Score -284865.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -284886.468750 Penalty: 3846.435547
	Iteration 6Q: 3 clusters Score -284886.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -284901.250000 Penalty: 3846.435547
	Iteration 7Q: 3 clusters Score -284901.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -284915.750000 Penalty: 3846.435547
	Iteration 8Q: 3 clusters Score -284915.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -284923.343750 Penalty: 3846.435547
	Iteration 9Q: 3 clusters Score -284923.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -284930.531250 Penalty: 3846.435547
	Iteration 10Q: 3 clusters Score -284930.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -284933.718750 Penalty: 3846.435547
	Iteration 11Q: 3 clusters Score -284933.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -284937.968750 Penalty: 3846.435547
	Iteration 12Q: 3 clusters Score -284938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -284941.812500 Penalty: 3846.435547
	Iteration 13Q: 3 clusters Score -284941.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -284944.593750 Penalty: 3846.435547
	Iteration 14Q: 3 clusters Score -284944.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -284948.656250 Penalty: 3846.435547
	Iteration 15Q: 3 clusters Score -284948.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -284952.562500 Penalty: 3846.435547
	Iteration 16Q: 3 clusters Score -284952.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -284954.187500 Penalty: 3846.435547
	Iteration 17Q: 3 clusters Score -284954.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -284957.093750 Penalty: 3846.435547
	Iteration 18Q: 3 clusters Score -284957.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -284958.781250 Penalty: 3846.435547
	Iteration 19Q: 3 clusters Score -284958.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -284960.500000 Penalty: 3846.435547
	Iteration 20F: 3 clusters Score -284960.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -284963.156250 Penalty: 3846.435547
	Iteration 21Q: 3 clusters Score -284963.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -284964.218750 Penalty: 3846.435547
	Iteration 22Q: 3 clusters Score -284964.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -284968.093750 Penalty: 3846.435547
	Iteration 23Q: 3 clusters Score -284968.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -284970.937500 Penalty: 3846.435547
	Iteration 24Q: 3 clusters Score -284970.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -284975.593750 Penalty: 3846.435547
	Iteration 25Q: 3 clusters Score -284975.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -284977.156250 Penalty: 3846.435547
	Iteration 26Q: 3 clusters Score -284977.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -284978.531250 Penalty: 3846.435547
	Iteration 27Q: 3 clusters Score -284978.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -284980.750000 Penalty: 3846.435547
	Iteration 28Q: 3 clusters Score -284980.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -284981.968750 Penalty: 3846.435547
	Iteration 29Q: 3 clusters Score -284982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -284982.250000 Penalty: 3846.435547
	Iteration 30Q: 3 clusters Score -284982.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -284982.250000 Penalty: 3846.435547
	Iteration 31F: 3 clusters Score -284982.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (63681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63681 members 
Entering Unmasked Estep 
Score: -8034884.000000 Penalty: 2743.287109
	Iteration 0F: 2 clusters Score -8034884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32006 members 
Mstep: Class 2 contains 31675 members 
Entering Unmasked Estep 
Score: -7992168.000000 Penalty: 5486.574219
	Iteration 0F: 3 clusters Score -7992168 nChanged 29732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34064 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -8008749.500000 Penalty: 5486.574219
	Iteration 1F: 3 clusters Score -8008750 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35450 members 
Mstep: Class 2 contains 28231 members 
Entering Unmasked Estep 
Score: -8009526.500000 Penalty: 5486.574219
	Iteration 2Q: 3 clusters Score -8009526 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37401 members 
Mstep: Class 2 contains 26280 members 
Entering Unmasked Estep 
Score: -8010525.000000 Penalty: 5486.574219
	Iteration 3Q: 3 clusters Score -8010525 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -8012034.500000 Penalty: 5486.574219
	Iteration 4F: 3 clusters Score -8012034 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44188 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -8014683.000000 Penalty: 5486.574219
	Iteration 5F: 3 clusters Score -8014683 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49085 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -8018621.000000 Penalty: 5486.574219
	Iteration 6F: 3 clusters Score -8018621 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54477 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -8023755.000000 Penalty: 5486.574219
	Iteration 7F: 3 clusters Score -8023755 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58915 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -8028053.500000 Penalty: 5486.574219
	Iteration 8F: 3 clusters Score -8028054 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61552 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -8030530.000000 Penalty: 5486.574219
	Iteration 9Q: 3 clusters Score -8030530 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62793 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -8031768.500000 Penalty: 5486.574219
	Iteration 10Q: 3 clusters Score -8031768 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63209 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -8032137.000000 Penalty: 5486.574219
	Iteration 11Q: 3 clusters Score -8032137 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63335 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -8032313.000000 Penalty: 5486.574219
	Iteration 12Q: 3 clusters Score -8032313 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63403 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -8032399.000000 Penalty: 5486.574219
	Iteration 13Q: 3 clusters Score -8032399 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63429 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -8032453.500000 Penalty: 5486.574219
	Iteration 14Q: 3 clusters Score -8032454 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63446 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -8032474.000000 Penalty: 5486.574219
	Iteration 15Q: 3 clusters Score -8032474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63450 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -8032496.000000 Penalty: 5486.574219
	Iteration 16Q: 3 clusters Score -8032496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63449 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -8032496.000000 Penalty: 5486.574219
	Iteration 17Q: 3 clusters Score -8032496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63450 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -8032503.500000 Penalty: 5486.574219
	Iteration 18Q: 3 clusters Score -8032504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63451 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -8032504.000000 Penalty: 5486.574219
	Iteration 19Q: 3 clusters Score -8032504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63451 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -8032504.000000 Penalty: 5486.574219
	Iteration 20F: 3 clusters Score -8032504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Entering Unmasked Estep 
Score: -1739066.250000 Penalty: 2366.793457
	Iteration 0F: 2 clusters Score -1739066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -1728859.375000 Penalty: 4733.586914
	Iteration 0F: 3 clusters Score -1728859 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1732163.000000 Penalty: 4733.586914
	Iteration 1F: 3 clusters Score -1732163 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1732621.500000 Penalty: 4733.586914
	Iteration 2F: 3 clusters Score -1732622 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1733027.625000 Penalty: 4733.586914
	Iteration 3F: 3 clusters Score -1733028 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1733439.250000 Penalty: 4733.586914
	Iteration 4F: 3 clusters Score -1733439 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1733903.125000 Penalty: 4733.586914
	Iteration 5Q: 3 clusters Score -1733903 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1734371.625000 Penalty: 4733.586914
	Iteration 6Q: 3 clusters Score -1734372 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1734892.875000 Penalty: 4733.586914
	Iteration 7F: 3 clusters Score -1734893 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1735485.000000 Penalty: 4733.586914
	Iteration 8F: 3 clusters Score -1735485 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -1736135.625000 Penalty: 4733.586914
	Iteration 9Q: 3 clusters Score -1736136 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1736783.375000 Penalty: 4733.586914
	Iteration 10Q: 3 clusters Score -1736783 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1737274.125000 Penalty: 4733.586914
	Iteration 11Q: 3 clusters Score -1737274 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1737595.875000 Penalty: 4733.586914
	Iteration 12Q: 3 clusters Score -1737596 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1737788.125000 Penalty: 4733.586914
	Iteration 13Q: 3 clusters Score -1737788 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -1737897.875000 Penalty: 4733.586914
	Iteration 14Q: 3 clusters Score -1737898 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1737966.875000 Penalty: 4733.586914
	Iteration 15Q: 3 clusters Score -1737967 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1738009.625000 Penalty: 4733.586914
	Iteration 16Q: 3 clusters Score -1738010 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1738035.750000 Penalty: 4733.586914
	Iteration 17Q: 3 clusters Score -1738036 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1738060.750000 Penalty: 4733.586914
	Iteration 18Q: 3 clusters Score -1738061 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1738064.000000 Penalty: 4733.586914
	Iteration 19Q: 3 clusters Score -1738064 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -1738067.375000 Penalty: 4733.586914
	Iteration 20F: 3 clusters Score -1738067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1738066.500000 Penalty: 4733.586914
	Iteration 21Q: 3 clusters Score -1738066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1738070.875000 Penalty: 4733.586914
	Iteration 22Q: 3 clusters Score -1738071 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1738068.875000 Penalty: 4733.586914
	Iteration 23Q: 3 clusters Score -1738069 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1738072.500000 Penalty: 4733.586914
	Iteration 24Q: 3 clusters Score -1738072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1738070.375000 Penalty: 4733.586914
	Iteration 25Q: 3 clusters Score -1738070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1738071.750000 Penalty: 4733.586914
	Iteration 26Q: 3 clusters Score -1738072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1738071.625000 Penalty: 4733.586914
	Iteration 27Q: 3 clusters Score -1738072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1738071.625000 Penalty: 4733.586914
	Iteration 28Q: 3 clusters Score -1738072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1738072.250000 Penalty: 4733.586914
	Iteration 29Q: 3 clusters Score -1738072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1738071.375000 Penalty: 4733.586914
	Iteration 30Q: 3 clusters Score -1738071 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1738071.375000 Penalty: 4733.586914
	Iteration 31F: 3 clusters Score -1738071 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (263914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263914 members 
Entering Unmasked Estep 
Score: -32742816.000000 Penalty: 3095.877930
	Iteration 0F: 2 clusters Score -3.274282e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131458 members 
Mstep: Class 2 contains 132456 members 
Entering Unmasked Estep 
Score: -32577206.000000 Penalty: 6191.755859
	Iteration 0F: 3 clusters Score -3.257721e+07 nChanged 127644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121848 members 
Mstep: Class 2 contains 142066 members 
Entering Unmasked Estep 
Score: -32653644.000000 Penalty: 6191.755859
	Iteration 1F: 3 clusters Score -3.265364e+07 nChanged 8262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115338 members 
Mstep: Class 2 contains 148576 members 
Entering Unmasked Estep 
Score: -32655774.000000 Penalty: 6191.755859
	Iteration 2Q: 3 clusters Score -3.265577e+07 nChanged 11160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105108 members 
Mstep: Class 2 contains 158806 members 
Entering Unmasked Estep 
Score: -32660312.000000 Penalty: 6191.755859
	Iteration 3Q: 3 clusters Score -3.266031e+07 nChanged 15778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89814 members 
Mstep: Class 2 contains 174100 members 
Entering Unmasked Estep 
Score: -32668620.000000 Penalty: 6191.755859
	Iteration 4F: 3 clusters Score -3.266862e+07 nChanged 21250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68704 members 
Mstep: Class 2 contains 195210 members 
Entering Unmasked Estep 
Score: -32683316.000000 Penalty: 6191.755859
	Iteration 5F: 3 clusters Score -3.268332e+07 nChanged 24784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43960 members 
Mstep: Class 2 contains 219954 members 
Entering Unmasked Estep 
Score: -32702430.000000 Penalty: 6191.755859
	Iteration 6F: 3 clusters Score -3.270243e+07 nChanged 21967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 241917 members 
Entering Unmasked Estep 
Score: -32720908.000000 Penalty: 6191.755859
	Iteration 7F: 3 clusters Score -3.272091e+07 nChanged 13840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 255755 members 
Entering Unmasked Estep 
Score: -32733016.000000 Penalty: 6191.755859
	Iteration 8F: 3 clusters Score -3.273302e+07 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 261546 members 
Entering Unmasked Estep 
Score: -32737738.000000 Penalty: 6191.755859
	Iteration 9Q: 3 clusters Score -3.273774e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 263154 members 
Entering Unmasked Estep 
Score: -32739308.000000 Penalty: 6191.755859
	Iteration 10Q: 3 clusters Score -3.273931e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 263550 members 
Entering Unmasked Estep 
Score: -32739830.000000 Penalty: 6191.755859
	Iteration 11Q: 3 clusters Score -3.273983e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 263629 members 
Entering Unmasked Estep 
Score: -32739992.000000 Penalty: 6191.755859
	Iteration 12Q: 3 clusters Score -3.273999e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 263655 members 
Entering Unmasked Estep 
Score: -32740062.000000 Penalty: 6191.755859
	Iteration 13Q: 3 clusters Score -3.274006e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 263662 members 
Entering Unmasked Estep 
Score: -32740102.000000 Penalty: 6191.755859
	Iteration 14Q: 3 clusters Score -3.27401e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 263671 members 
Entering Unmasked Estep 
Score: -32740108.000000 Penalty: 6191.755859
	Iteration 15Q: 3 clusters Score -3.274011e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 263678 members 
Entering Unmasked Estep 
Score: -32740126.000000 Penalty: 6191.755859
	Iteration 16Q: 3 clusters Score -3.274013e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 263679 members 
Entering Unmasked Estep 
Score: -32740128.000000 Penalty: 6191.755859
	Iteration 17Q: 3 clusters Score -3.274013e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 263683 members 
Entering Unmasked Estep 
Score: -32740136.000000 Penalty: 6191.755859
	Iteration 18Q: 3 clusters Score -3.274014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 263680 members 
Entering Unmasked Estep 
Score: -32740144.000000 Penalty: 6191.755859
	Iteration 19Q: 3 clusters Score -3.274014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 263679 members 
Entering Unmasked Estep 
Score: -32740130.000000 Penalty: 6191.755859
	Iteration 20F: 3 clusters Score -3.274013e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Entering Unmasked Estep 
Score: -496625.000000 Penalty: 2069.142334
	Iteration 0F: 2 clusters Score -496625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -492580.125000 Penalty: 4138.284668
	Iteration 0F: 3 clusters Score -492580.1 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -493565.625000 Penalty: 4138.284668
	Iteration 1F: 3 clusters Score -493565.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -493903.500000 Penalty: 4138.284668
	Iteration 2F: 3 clusters Score -493903.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -494211.812500 Penalty: 4138.284668
	Iteration 3F: 3 clusters Score -494211.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -494485.812500 Penalty: 4138.284668
	Iteration 4F: 3 clusters Score -494485.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -494703.062500 Penalty: 4138.284668
	Iteration 5F: 3 clusters Score -494703.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -494859.406250 Penalty: 4138.284668
	Iteration 6Q: 3 clusters Score -494859.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -494994.906250 Penalty: 4138.284668
	Iteration 7Q: 3 clusters Score -494994.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -495103.250000 Penalty: 4138.284668
	Iteration 8Q: 3 clusters Score -495103.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -495204.750000 Penalty: 4138.284668
	Iteration 9Q: 3 clusters Score -495204.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -495280.406250 Penalty: 4138.284668
	Iteration 10Q: 3 clusters Score -495280.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -495324.562500 Penalty: 4138.284668
	Iteration 11Q: 3 clusters Score -495324.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -495363.218750 Penalty: 4138.284668
	Iteration 12Q: 3 clusters Score -495363.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -495396.312500 Penalty: 4138.284668
	Iteration 13Q: 3 clusters Score -495396.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -495420.812500 Penalty: 4138.284668
	Iteration 14Q: 3 clusters Score -495420.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -495437.125000 Penalty: 4138.284668
	Iteration 15Q: 3 clusters Score -495437.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -495453.437500 Penalty: 4138.284668
	Iteration 16Q: 3 clusters Score -495453.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -495473.968750 Penalty: 4138.284668
	Iteration 17Q: 3 clusters Score -495474 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -495495.437500 Penalty: 4138.284668
	Iteration 18Q: 3 clusters Score -495495.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -495510.625000 Penalty: 4138.284668
	Iteration 19Q: 3 clusters Score -495510.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -495519.000000 Penalty: 4138.284668
	Iteration 20F: 3 clusters Score -495519 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -495528.218750 Penalty: 4138.284668
	Iteration 21Q: 3 clusters Score -495528.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -495536.250000 Penalty: 4138.284668
	Iteration 22Q: 3 clusters Score -495536.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -495547.750000 Penalty: 4138.284668
	Iteration 23Q: 3 clusters Score -495547.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -495560.437500 Penalty: 4138.284668
	Iteration 24Q: 3 clusters Score -495560.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -495569.843750 Penalty: 4138.284668
	Iteration 25Q: 3 clusters Score -495569.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -495578.781250 Penalty: 4138.284668
	Iteration 26Q: 3 clusters Score -495578.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -495592.687500 Penalty: 4138.284668
	Iteration 27Q: 3 clusters Score -495592.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -495606.656250 Penalty: 4138.284668
	Iteration 28Q: 3 clusters Score -495606.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -495615.125000 Penalty: 4138.284668
	Iteration 29Q: 3 clusters Score -495615.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -495626.687500 Penalty: 4138.284668
	Iteration 30Q: 3 clusters Score -495626.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -495635.968750 Penalty: 4138.284668
	Iteration 31Q: 3 clusters Score -495636 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -495641.750000 Penalty: 4138.284668
	Iteration 32Q: 3 clusters Score -495641.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -495645.968750 Penalty: 4138.284668
	Iteration 33Q: 3 clusters Score -495646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -495652.156250 Penalty: 4138.284668
	Iteration 34Q: 3 clusters Score -495652.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -495660.375000 Penalty: 4138.284668
	Iteration 35Q: 3 clusters Score -495660.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -495666.312500 Penalty: 4138.284668
	Iteration 36Q: 3 clusters Score -495666.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -495669.125000 Penalty: 4138.284668
	Iteration 37Q: 3 clusters Score -495669.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -495670.937500 Penalty: 4138.284668
	Iteration 38Q: 3 clusters Score -495670.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -495672.000000 Penalty: 4138.284668
	Iteration 39Q: 3 clusters Score -495672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -495674.562500 Penalty: 4138.284668
	Iteration 40F: 3 clusters Score -495674.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -495676.062500 Penalty: 4138.284668
	Iteration 41Q: 3 clusters Score -495676.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -495677.375000 Penalty: 4138.284668
	Iteration 42Q: 3 clusters Score -495677.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -495679.250000 Penalty: 4138.284668
	Iteration 43Q: 3 clusters Score -495679.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -495682.406250 Penalty: 4138.284668
	Iteration 44Q: 3 clusters Score -495682.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -495683.031250 Penalty: 4138.284668
	Iteration 45Q: 3 clusters Score -495683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -495683.468750 Penalty: 4138.284668
	Iteration 46Q: 3 clusters Score -495683.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -495683.375000 Penalty: 4138.284668
	Iteration 47Q: 3 clusters Score -495683.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -495683.968750 Penalty: 4138.284668
	Iteration 48Q: 3 clusters Score -495684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -495683.968750 Penalty: 4138.284668
	Iteration 49F: 3 clusters Score -495684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Entering Unmasked Estep 
Score: -2172457.750000 Penalty: 2419.711182
	Iteration 0F: 2 clusters Score -2172458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -2160060.000000 Penalty: 4839.422363
	Iteration 0F: 3 clusters Score -2160060 nChanged 7608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -2164180.500000 Penalty: 4839.422363
	Iteration 1F: 3 clusters Score -2164180 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2164655.000000 Penalty: 4839.422363
	Iteration 2F: 3 clusters Score -2164655 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -2165091.250000 Penalty: 4839.422363
	Iteration 3F: 3 clusters Score -2165091 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -2165440.250000 Penalty: 4839.422363
	Iteration 4Q: 3 clusters Score -2165440 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -2165818.000000 Penalty: 4839.422363
	Iteration 5Q: 3 clusters Score -2165818 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -2166226.250000 Penalty: 4839.422363
	Iteration 6Q: 3 clusters Score -2166226 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -2166637.500000 Penalty: 4839.422363
	Iteration 7Q: 3 clusters Score -2166638 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -2167138.250000 Penalty: 4839.422363
	Iteration 8Q: 3 clusters Score -2167138 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -2167621.500000 Penalty: 4839.422363
	Iteration 9Q: 3 clusters Score -2167622 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -2168053.750000 Penalty: 4839.422363
	Iteration 10Q: 3 clusters Score -2168054 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -2168328.500000 Penalty: 4839.422363
	Iteration 11Q: 3 clusters Score -2168328 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -2168491.000000 Penalty: 4839.422363
	Iteration 12Q: 3 clusters Score -2168491 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -2168588.250000 Penalty: 4839.422363
	Iteration 13Q: 3 clusters Score -2168588 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -2168645.000000 Penalty: 4839.422363
	Iteration 14Q: 3 clusters Score -2168645 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -2168686.500000 Penalty: 4839.422363
	Iteration 15Q: 3 clusters Score -2168686 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -2168722.250000 Penalty: 4839.422363
	Iteration 16Q: 3 clusters Score -2168722 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -2168740.750000 Penalty: 4839.422363
	Iteration 17Q: 3 clusters Score -2168741 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -2168750.750000 Penalty: 4839.422363
	Iteration 18Q: 3 clusters Score -2168751 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -2168771.500000 Penalty: 4839.422363
	Iteration 19Q: 3 clusters Score -2168772 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -2168803.250000 Penalty: 4839.422363
	Iteration 20F: 3 clusters Score -2168803 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -2168829.500000 Penalty: 4839.422363
	Iteration 21Q: 3 clusters Score -2168830 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -2168855.750000 Penalty: 4839.422363
	Iteration 22Q: 3 clusters Score -2168856 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -2168873.250000 Penalty: 4839.422363
	Iteration 23Q: 3 clusters Score -2168873 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -2168891.500000 Penalty: 4839.422363
	Iteration 24Q: 3 clusters Score -2168892 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -2168915.750000 Penalty: 4839.422363
	Iteration 25Q: 3 clusters Score -2168916 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -2168941.500000 Penalty: 4839.422363
	Iteration 26Q: 3 clusters Score -2168942 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -2168961.750000 Penalty: 4839.422363
	Iteration 27Q: 3 clusters Score -2168962 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -2168983.750000 Penalty: 4839.422363
	Iteration 28Q: 3 clusters Score -2168984 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -2168998.000000 Penalty: 4839.422363
	Iteration 29Q: 3 clusters Score -2168998 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -2169007.500000 Penalty: 4839.422363
	Iteration 30Q: 3 clusters Score -2169008 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -2169031.750000 Penalty: 4839.422363
	Iteration 31Q: 3 clusters Score -2169032 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -2169048.750000 Penalty: 4839.422363
	Iteration 32Q: 3 clusters Score -2169049 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -2169061.750000 Penalty: 4839.422363
	Iteration 33Q: 3 clusters Score -2169062 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -2169089.250000 Penalty: 4839.422363
	Iteration 34Q: 3 clusters Score -2169089 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -2169099.500000 Penalty: 4839.422363
	Iteration 35Q: 3 clusters Score -2169100 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -2169120.750000 Penalty: 4839.422363
	Iteration 36Q: 3 clusters Score -2169121 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -2169134.750000 Penalty: 4839.422363
	Iteration 37Q: 3 clusters Score -2169135 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -2169148.750000 Penalty: 4839.422363
	Iteration 38Q: 3 clusters Score -2169149 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -2169160.000000 Penalty: 4839.422363
	Iteration 39Q: 3 clusters Score -2169160 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -2169180.500000 Penalty: 4839.422363
	Iteration 40F: 3 clusters Score -2169180 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -2169206.750000 Penalty: 4839.422363
	Iteration 41Q: 3 clusters Score -2169207 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -2169247.500000 Penalty: 4839.422363
	Iteration 42Q: 3 clusters Score -2169248 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -2169263.500000 Penalty: 4839.422363
	Iteration 43Q: 3 clusters Score -2169264 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -2169287.500000 Penalty: 4839.422363
	Iteration 44Q: 3 clusters Score -2169288 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -2169310.500000 Penalty: 4839.422363
	Iteration 45Q: 3 clusters Score -2169310 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -2169331.250000 Penalty: 4839.422363
	Iteration 46Q: 3 clusters Score -2169331 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -2169352.250000 Penalty: 4839.422363
	Iteration 47Q: 3 clusters Score -2169352 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -2169360.500000 Penalty: 4839.422363
	Iteration 48Q: 3 clusters Score -2169360 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -2169376.750000 Penalty: 4839.422363
	Iteration 49Q: 3 clusters Score -2169377 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -2169395.000000 Penalty: 4839.422363
	Iteration 50Q: 3 clusters Score -2169395 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -2169412.500000 Penalty: 4839.422363
	Iteration 51Q: 3 clusters Score -2169412 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -2169430.000000 Penalty: 4839.422363
	Iteration 52Q: 3 clusters Score -2169430 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -2169449.000000 Penalty: 4839.422363
	Iteration 53Q: 3 clusters Score -2169449 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -2169464.750000 Penalty: 4839.422363
	Iteration 54Q: 3 clusters Score -2169465 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -2169479.000000 Penalty: 4839.422363
	Iteration 55Q: 3 clusters Score -2169479 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -2169503.750000 Penalty: 4839.422363
	Iteration 56Q: 3 clusters Score -2169504 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2169539.750000 Penalty: 4839.422363
	Iteration 57Q: 3 clusters Score -2169540 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2169556.000000 Penalty: 4839.422363
	Iteration 58Q: 3 clusters Score -2169556 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -2169585.000000 Penalty: 4839.422363
	Iteration 59Q: 3 clusters Score -2169585 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -2169624.500000 Penalty: 4839.422363
	Iteration 60F: 3 clusters Score -2169624 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2169662.250000 Penalty: 4839.422363
	Iteration 61Q: 3 clusters Score -2169662 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2169688.500000 Penalty: 4839.422363
	Iteration 62Q: 3 clusters Score -2169688 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -2169710.500000 Penalty: 4839.422363
	Iteration 63Q: 3 clusters Score -2169710 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2169736.000000 Penalty: 4839.422363
	Iteration 64Q: 3 clusters Score -2169736 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2169765.000000 Penalty: 4839.422363
	Iteration 65Q: 3 clusters Score -2169765 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2169782.750000 Penalty: 4839.422363
	Iteration 66Q: 3 clusters Score -2169783 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2169801.250000 Penalty: 4839.422363
	Iteration 67Q: 3 clusters Score -2169801 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2169821.000000 Penalty: 4839.422363
	Iteration 68Q: 3 clusters Score -2169821 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2169841.750000 Penalty: 4839.422363
	Iteration 69Q: 3 clusters Score -2169842 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2169866.500000 Penalty: 4839.422363
	Iteration 70Q: 3 clusters Score -2169866 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2169887.250000 Penalty: 4839.422363
	Iteration 71Q: 3 clusters Score -2169887 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15453 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2169913.000000 Penalty: 4839.422363
	Iteration 72Q: 3 clusters Score -2169913 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2169942.250000 Penalty: 4839.422363
	Iteration 73Q: 3 clusters Score -2169942 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -2169969.750000 Penalty: 4839.422363
	Iteration 74Q: 3 clusters Score -2169970 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2169993.250000 Penalty: 4839.422363
	Iteration 75Q: 3 clusters Score -2169993 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2170031.250000 Penalty: 4839.422363
	Iteration 76Q: 3 clusters Score -2170031 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2170064.750000 Penalty: 4839.422363
	Iteration 77Q: 3 clusters Score -2170065 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2170090.250000 Penalty: 4839.422363
	Iteration 78Q: 3 clusters Score -2170090 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2170112.250000 Penalty: 4839.422363
	Iteration 79Q: 3 clusters Score -2170112 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2170138.500000 Penalty: 4839.422363
	Iteration 80F: 3 clusters Score -2170138 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2170160.250000 Penalty: 4839.422363
	Iteration 81Q: 3 clusters Score -2170160 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2170178.750000 Penalty: 4839.422363
	Iteration 82Q: 3 clusters Score -2170179 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2170192.500000 Penalty: 4839.422363
	Iteration 83Q: 3 clusters Score -2170192 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2170204.500000 Penalty: 4839.422363
	Iteration 84Q: 3 clusters Score -2170204 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2170210.250000 Penalty: 4839.422363
	Iteration 85Q: 3 clusters Score -2170210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2170217.750000 Penalty: 4839.422363
	Iteration 86Q: 3 clusters Score -2170218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2170221.750000 Penalty: 4839.422363
	Iteration 87Q: 3 clusters Score -2170222 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2170226.000000 Penalty: 4839.422363
	Iteration 88Q: 3 clusters Score -2170226 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2170230.750000 Penalty: 4839.422363
	Iteration 89Q: 3 clusters Score -2170231 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2170244.000000 Penalty: 4839.422363
	Iteration 90Q: 3 clusters Score -2170244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2170246.500000 Penalty: 4839.422363
	Iteration 91Q: 3 clusters Score -2170246 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2170253.000000 Penalty: 4839.422363
	Iteration 92Q: 3 clusters Score -2170253 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2170261.500000 Penalty: 4839.422363
	Iteration 93Q: 3 clusters Score -2170262 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2170270.000000 Penalty: 4839.422363
	Iteration 94Q: 3 clusters Score -2170270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2170278.250000 Penalty: 4839.422363
	Iteration 95Q: 3 clusters Score -2170278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2170293.750000 Penalty: 4839.422363
	Iteration 96Q: 3 clusters Score -2170294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2170294.500000 Penalty: 4839.422363
	Iteration 97Q: 3 clusters Score -2170294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2170296.000000 Penalty: 4839.422363
	Iteration 98Q: 3 clusters Score -2170296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2170302.750000 Penalty: 4839.422363
	Iteration 99Q: 3 clusters Score -2170303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2170301.000000 Penalty: 4839.422363
	Iteration 100F: 3 clusters Score -2170301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2170302.000000 Penalty: 4839.422363
	Iteration 101Q: 3 clusters Score -2170302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2170300.250000 Penalty: 4839.422363
	Iteration 102Q: 3 clusters Score -2170300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2170305.000000 Penalty: 4839.422363
	Iteration 103Q: 3 clusters Score -2170305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -2170310.000000 Penalty: 4839.422363
	Iteration 104Q: 3 clusters Score -2170310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2170312.250000 Penalty: 4839.422363
	Iteration 105Q: 3 clusters Score -2170312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2170312.750000 Penalty: 4839.422363
	Iteration 106Q: 3 clusters Score -2170313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2170311.500000 Penalty: 4839.422363
	Iteration 107Q: 3 clusters Score -2170312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2170315.000000 Penalty: 4839.422363
	Iteration 108Q: 3 clusters Score -2170315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2170317.750000 Penalty: 4839.422363
	Iteration 109Q: 3 clusters Score -2170318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2170318.000000 Penalty: 4839.422363
	Iteration 110Q: 3 clusters Score -2170318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2170317.750000 Penalty: 4839.422363
	Iteration 111Q: 3 clusters Score -2170318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2170317.750000 Penalty: 4839.422363
	Iteration 112Q: 3 clusters Score -2170318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2170318.750000 Penalty: 4839.422363
	Iteration 113Q: 3 clusters Score -2170319 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2170318.750000 Penalty: 4839.422363
	Iteration 114F: 3 clusters Score -2170319 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Entering Unmasked Estep 
Score: -276268.500000 Penalty: 1923.005005
	Iteration 0F: 2 clusters Score -276268.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -273450.187500 Penalty: 3846.010010
	Iteration 0F: 3 clusters Score -273450.2 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -274031.718750 Penalty: 3846.010010
	Iteration 1F: 3 clusters Score -274031.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -274179.687500 Penalty: 3846.010010
	Iteration 2F: 3 clusters Score -274179.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -274241.156250 Penalty: 3846.010010
	Iteration 3Q: 3 clusters Score -274241.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -274276.093750 Penalty: 3846.010010
	Iteration 4Q: 3 clusters Score -274276.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -274304.937500 Penalty: 3846.010010
	Iteration 5Q: 3 clusters Score -274304.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -274325.562500 Penalty: 3846.010010
	Iteration 6Q: 3 clusters Score -274325.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -274340.875000 Penalty: 3846.010010
	Iteration 7Q: 3 clusters Score -274340.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -274350.437500 Penalty: 3846.010010
	Iteration 8Q: 3 clusters Score -274350.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -274357.593750 Penalty: 3846.010010
	Iteration 9Q: 3 clusters Score -274357.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -274367.437500 Penalty: 3846.010010
	Iteration 10Q: 3 clusters Score -274367.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -274380.593750 Penalty: 3846.010010
	Iteration 11Q: 3 clusters Score -274380.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -274398.187500 Penalty: 3846.010010
	Iteration 12Q: 3 clusters Score -274398.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -274413.031250 Penalty: 3846.010010
	Iteration 13Q: 3 clusters Score -274413 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -274422.531250 Penalty: 3846.010010
	Iteration 14Q: 3 clusters Score -274422.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -274428.843750 Penalty: 3846.010010
	Iteration 15Q: 3 clusters Score -274428.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -274439.906250 Penalty: 3846.010010
	Iteration 16Q: 3 clusters Score -274439.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -274451.375000 Penalty: 3846.010010
	Iteration 17Q: 3 clusters Score -274451.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -274461.968750 Penalty: 3846.010010
	Iteration 18Q: 3 clusters Score -274462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -274470.718750 Penalty: 3846.010010
	Iteration 19Q: 3 clusters Score -274470.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -274477.593750 Penalty: 3846.010010
	Iteration 20F: 3 clusters Score -274477.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -274482.750000 Penalty: 3846.010010
	Iteration 21Q: 3 clusters Score -274482.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -274488.625000 Penalty: 3846.010010
	Iteration 22Q: 3 clusters Score -274488.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -274493.250000 Penalty: 3846.010010
	Iteration 23Q: 3 clusters Score -274493.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -274496.156250 Penalty: 3846.010010
	Iteration 24Q: 3 clusters Score -274496.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -274500.343750 Penalty: 3846.010010
	Iteration 25Q: 3 clusters Score -274500.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -274503.000000 Penalty: 3846.010010
	Iteration 26Q: 3 clusters Score -274503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -274503.906250 Penalty: 3846.010010
	Iteration 27Q: 3 clusters Score -274503.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -274505.218750 Penalty: 3846.010010
	Iteration 28Q: 3 clusters Score -274505.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -274508.031250 Penalty: 3846.010010
	Iteration 29Q: 3 clusters Score -274508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -274509.531250 Penalty: 3846.010010
	Iteration 30Q: 3 clusters Score -274509.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -274509.656250 Penalty: 3846.010010
	Iteration 31Q: 3 clusters Score -274509.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -274511.312500 Penalty: 3846.010010
	Iteration 32Q: 3 clusters Score -274511.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -274511.906250 Penalty: 3846.010010
	Iteration 33Q: 3 clusters Score -274511.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -274512.312500 Penalty: 3846.010010
	Iteration 34Q: 3 clusters Score -274512.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -274512.937500 Penalty: 3846.010010
	Iteration 35Q: 3 clusters Score -274512.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -274512.875000 Penalty: 3846.010010
	Iteration 36Q: 3 clusters Score -274512.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -274513.156250 Penalty: 3846.010010
	Iteration 37Q: 3 clusters Score -274513.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -274513.156250 Penalty: 3846.010010
	Iteration 38F: 3 clusters Score -274513.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (28280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28280 members 
Entering Unmasked Estep 
Score: -3560458.750000 Penalty: 2541.977783
	Iteration 0F: 2 clusters Score -3560459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -3541072.000000 Penalty: 5083.955566
	Iteration 0F: 3 clusters Score -3541072 nChanged 12630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -3547843.750000 Penalty: 5083.955566
	Iteration 1F: 3 clusters Score -3547844 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -3548212.000000 Penalty: 5083.955566
	Iteration 2Q: 3 clusters Score -3548212 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -3548558.750000 Penalty: 5083.955566
	Iteration 3Q: 3 clusters Score -3548559 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -3548917.250000 Penalty: 5083.955566
	Iteration 4Q: 3 clusters Score -3548917 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -3549299.750000 Penalty: 5083.955566
	Iteration 5Q: 3 clusters Score -3549300 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -3549750.750000 Penalty: 5083.955566
	Iteration 6Q: 3 clusters Score -3549751 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -3550216.000000 Penalty: 5083.955566
	Iteration 7Q: 3 clusters Score -3550216 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -3550737.250000 Penalty: 5083.955566
	Iteration 8Q: 3 clusters Score -3550737 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -3551296.500000 Penalty: 5083.955566
	Iteration 9Q: 3 clusters Score -3551296 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -3551936.000000 Penalty: 5083.955566
	Iteration 10Q: 3 clusters Score -3551936 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -3552602.750000 Penalty: 5083.955566
	Iteration 11Q: 3 clusters Score -3552603 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -3553286.000000 Penalty: 5083.955566
	Iteration 12Q: 3 clusters Score -3553286 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -3553956.000000 Penalty: 5083.955566
	Iteration 13Q: 3 clusters Score -3553956 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -3554643.000000 Penalty: 5083.955566
	Iteration 14Q: 3 clusters Score -3554643 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -3555325.000000 Penalty: 5083.955566
	Iteration 15Q: 3 clusters Score -3555325 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -3555979.750000 Penalty: 5083.955566
	Iteration 16Q: 3 clusters Score -3555980 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -3556467.250000 Penalty: 5083.955566
	Iteration 17Q: 3 clusters Score -3556467 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -3556802.000000 Penalty: 5083.955566
	Iteration 18Q: 3 clusters Score -3556802 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -3557020.750000 Penalty: 5083.955566
	Iteration 19Q: 3 clusters Score -3557021 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -3557170.000000 Penalty: 5083.955566
	Iteration 20F: 3 clusters Score -3557170 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 23440 members 
Entering Unmasked Estep 
Score: -3557367.750000 Penalty: 5083.955566
	Iteration 21Q: 3 clusters Score -3557368 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -3557532.500000 Penalty: 5083.955566
	Iteration 22Q: 3 clusters Score -3557532 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -3557685.750000 Penalty: 5083.955566
	Iteration 23Q: 3 clusters Score -3557686 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -3557831.500000 Penalty: 5083.955566
	Iteration 24Q: 3 clusters Score -3557832 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -3557981.750000 Penalty: 5083.955566
	Iteration 25Q: 3 clusters Score -3557982 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -3558101.000000 Penalty: 5083.955566
	Iteration 26Q: 3 clusters Score -3558101 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -3558234.250000 Penalty: 5083.955566
	Iteration 27Q: 3 clusters Score -3558234 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 25722 members 
Entering Unmasked Estep 
Score: -3558342.000000 Penalty: 5083.955566
	Iteration 28Q: 3 clusters Score -3558342 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 25949 members 
Entering Unmasked Estep 
Score: -3558433.000000 Penalty: 5083.955566
	Iteration 29Q: 3 clusters Score -3558433 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -3558528.500000 Penalty: 5083.955566
	Iteration 30Q: 3 clusters Score -3558528 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -3558617.250000 Penalty: 5083.955566
	Iteration 31Q: 3 clusters Score -3558617 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 26449 members 
Entering Unmasked Estep 
Score: -3558667.000000 Penalty: 5083.955566
	Iteration 32Q: 3 clusters Score -3558667 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -3558730.750000 Penalty: 5083.955566
	Iteration 33Q: 3 clusters Score -3558731 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -3558770.750000 Penalty: 5083.955566
	Iteration 34Q: 3 clusters Score -3558771 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -3558826.250000 Penalty: 5083.955566
	Iteration 35Q: 3 clusters Score -3558826 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -3558862.250000 Penalty: 5083.955566
	Iteration 36Q: 3 clusters Score -3558862 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -3558896.000000 Penalty: 5083.955566
	Iteration 37Q: 3 clusters Score -3558896 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -3558925.000000 Penalty: 5083.955566
	Iteration 38Q: 3 clusters Score -3558925 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -3558934.250000 Penalty: 5083.955566
	Iteration 39Q: 3 clusters Score -3558934 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -3558968.750000 Penalty: 5083.955566
	Iteration 40F: 3 clusters Score -3558969 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -3559004.250000 Penalty: 5083.955566
	Iteration 41Q: 3 clusters Score -3559004 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 27225 members 
Entering Unmasked Estep 
Score: -3559013.000000 Penalty: 5083.955566
	Iteration 42Q: 3 clusters Score -3559013 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -3559020.750000 Penalty: 5083.955566
	Iteration 43Q: 3 clusters Score -3559021 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -3559030.500000 Penalty: 5083.955566
	Iteration 44Q: 3 clusters Score -3559030 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 27301 members 
Entering Unmasked Estep 
Score: -3559032.500000 Penalty: 5083.955566
	Iteration 45Q: 3 clusters Score -3559032 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -3559040.250000 Penalty: 5083.955566
	Iteration 46Q: 3 clusters Score -3559040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -3559039.000000 Penalty: 5083.955566
	Iteration 47Q: 3 clusters Score -3559039 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -3559043.250000 Penalty: 5083.955566
	Iteration 48Q: 3 clusters Score -3559043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 27342 members 
Entering Unmasked Estep 
Score: -3559047.250000 Penalty: 5083.955566
	Iteration 49Q: 3 clusters Score -3559047 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 27347 members 
Entering Unmasked Estep 
Score: -3559045.750000 Penalty: 5083.955566
	Iteration 50Q: 3 clusters Score -3559046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -3559044.750000 Penalty: 5083.955566
	Iteration 51Q: 3 clusters Score -3559045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -3559044.750000 Penalty: 5083.955566
	Iteration 52F: 3 clusters Score -3559045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Entering Unmasked Estep 
Score: -714836.500000 Penalty: 2142.749512
	Iteration 0F: 2 clusters Score -714836.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -709930.062500 Penalty: 4285.499023
	Iteration 0F: 3 clusters Score -709930.1 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -711088.812500 Penalty: 4285.499023
	Iteration 1F: 3 clusters Score -711088.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -711317.375000 Penalty: 4285.499023
	Iteration 2F: 3 clusters Score -711317.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -711465.250000 Penalty: 4285.499023
	Iteration 3F: 3 clusters Score -711465.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -711562.250000 Penalty: 4285.499023
	Iteration 4Q: 3 clusters Score -711562.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -711619.500000 Penalty: 4285.499023
	Iteration 5Q: 3 clusters Score -711619.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -711657.187500 Penalty: 4285.499023
	Iteration 6Q: 3 clusters Score -711657.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -711688.312500 Penalty: 4285.499023
	Iteration 7Q: 3 clusters Score -711688.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -711710.125000 Penalty: 4285.499023
	Iteration 8Q: 3 clusters Score -711710.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -711733.687500 Penalty: 4285.499023
	Iteration 9Q: 3 clusters Score -711733.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -711759.375000 Penalty: 4285.499023
	Iteration 10Q: 3 clusters Score -711759.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -711780.937500 Penalty: 4285.499023
	Iteration 11Q: 3 clusters Score -711780.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -711798.250000 Penalty: 4285.499023
	Iteration 12Q: 3 clusters Score -711798.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -711812.562500 Penalty: 4285.499023
	Iteration 13Q: 3 clusters Score -711812.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -711824.000000 Penalty: 4285.499023
	Iteration 14Q: 3 clusters Score -711824 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -711832.562500 Penalty: 4285.499023
	Iteration 15Q: 3 clusters Score -711832.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -711843.750000 Penalty: 4285.499023
	Iteration 16Q: 3 clusters Score -711843.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -711860.250000 Penalty: 4285.499023
	Iteration 17Q: 3 clusters Score -711860.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -711877.812500 Penalty: 4285.499023
	Iteration 18Q: 3 clusters Score -711877.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -711896.500000 Penalty: 4285.499023
	Iteration 19Q: 3 clusters Score -711896.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -711913.937500 Penalty: 4285.499023
	Iteration 20F: 3 clusters Score -711913.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -711929.375000 Penalty: 4285.499023
	Iteration 21Q: 3 clusters Score -711929.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -711948.750000 Penalty: 4285.499023
	Iteration 22Q: 3 clusters Score -711948.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -711963.312500 Penalty: 4285.499023
	Iteration 23Q: 3 clusters Score -711963.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -711980.687500 Penalty: 4285.499023
	Iteration 24Q: 3 clusters Score -711980.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -711996.250000 Penalty: 4285.499023
	Iteration 25Q: 3 clusters Score -711996.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -712011.625000 Penalty: 4285.499023
	Iteration 26Q: 3 clusters Score -712011.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -712031.687500 Penalty: 4285.499023
	Iteration 27Q: 3 clusters Score -712031.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -712057.187500 Penalty: 4285.499023
	Iteration 28Q: 3 clusters Score -712057.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -712084.000000 Penalty: 4285.499023
	Iteration 29Q: 3 clusters Score -712084 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -712115.500000 Penalty: 4285.499023
	Iteration 30Q: 3 clusters Score -712115.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -712157.000000 Penalty: 4285.499023
	Iteration 31Q: 3 clusters Score -712157 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -712193.062500 Penalty: 4285.499023
	Iteration 32Q: 3 clusters Score -712193.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -712234.500000 Penalty: 4285.499023
	Iteration 33Q: 3 clusters Score -712234.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -712278.937500 Penalty: 4285.499023
	Iteration 34Q: 3 clusters Score -712278.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -712333.500000 Penalty: 4285.499023
	Iteration 35Q: 3 clusters Score -712333.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -712384.312500 Penalty: 4285.499023
	Iteration 36Q: 3 clusters Score -712384.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -712433.687500 Penalty: 4285.499023
	Iteration 37Q: 3 clusters Score -712433.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -712472.625000 Penalty: 4285.499023
	Iteration 38Q: 3 clusters Score -712472.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -712508.187500 Penalty: 4285.499023
	Iteration 39Q: 3 clusters Score -712508.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -712539.500000 Penalty: 4285.499023
	Iteration 40F: 3 clusters Score -712539.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -712566.187500 Penalty: 4285.499023
	Iteration 41Q: 3 clusters Score -712566.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -712595.750000 Penalty: 4285.499023
	Iteration 42Q: 3 clusters Score -712595.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -712626.500000 Penalty: 4285.499023
	Iteration 43Q: 3 clusters Score -712626.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -712655.562500 Penalty: 4285.499023
	Iteration 44Q: 3 clusters Score -712655.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -712688.812500 Penalty: 4285.499023
	Iteration 45Q: 3 clusters Score -712688.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -712710.500000 Penalty: 4285.499023
	Iteration 46Q: 3 clusters Score -712710.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -712731.937500 Penalty: 4285.499023
	Iteration 47Q: 3 clusters Score -712731.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -712748.000000 Penalty: 4285.499023
	Iteration 48Q: 3 clusters Score -712748 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -712765.750000 Penalty: 4285.499023
	Iteration 49Q: 3 clusters Score -712765.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -712784.937500 Penalty: 4285.499023
	Iteration 50Q: 3 clusters Score -712784.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -712801.000000 Penalty: 4285.499023
	Iteration 51Q: 3 clusters Score -712801 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -712811.000000 Penalty: 4285.499023
	Iteration 52Q: 3 clusters Score -712811 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -712818.437500 Penalty: 4285.499023
	Iteration 53Q: 3 clusters Score -712818.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -712825.250000 Penalty: 4285.499023
	Iteration 54Q: 3 clusters Score -712825.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -712830.812500 Penalty: 4285.499023
	Iteration 55Q: 3 clusters Score -712830.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -712833.437500 Penalty: 4285.499023
	Iteration 56Q: 3 clusters Score -712833.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -712835.875000 Penalty: 4285.499023
	Iteration 57Q: 3 clusters Score -712835.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -712839.312500 Penalty: 4285.499023
	Iteration 58Q: 3 clusters Score -712839.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -712840.500000 Penalty: 4285.499023
	Iteration 59Q: 3 clusters Score -712840.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -712842.187500 Penalty: 4285.499023
	Iteration 60F: 3 clusters Score -712842.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -712841.750000 Penalty: 4285.499023
	Iteration 61Q: 3 clusters Score -712841.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -712841.750000 Penalty: 4285.499023
	Iteration 62F: 3 clusters Score -712841.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Entering Unmasked Estep 
Score: -153161.890625 Penalty: 1781.411743
	Iteration 0F: 2 clusters Score -153161.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -151011.437500 Penalty: 3562.823486
	Iteration 0F: 3 clusters Score -151011.4 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -151364.859375 Penalty: 3562.823486
	Iteration 1F: 3 clusters Score -151364.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -151561.500000 Penalty: 3562.823486
	Iteration 2F: 3 clusters Score -151561.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -151711.218750 Penalty: 3562.823486
	Iteration 3F: 3 clusters Score -151711.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -151834.359375 Penalty: 3562.823486
	Iteration 4Q: 3 clusters Score -151834.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -152035.140625 Penalty: 3562.823486
	Iteration 5Q: 3 clusters Score -152035.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -152347.734375 Penalty: 3562.823486
	Iteration 6Q: 3 clusters Score -152347.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -152570.187500 Penalty: 3562.823486
	Iteration 7Q: 3 clusters Score -152570.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -152714.953125 Penalty: 3562.823486
	Iteration 8Q: 3 clusters Score -152715 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -152838.843750 Penalty: 3562.823486
	Iteration 9Q: 3 clusters Score -152838.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -152907.687500 Penalty: 3562.823486
	Iteration 10Q: 3 clusters Score -152907.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -152991.765625 Penalty: 3562.823486
	Iteration 11Q: 3 clusters Score -152991.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -153059.109375 Penalty: 3562.823486
	Iteration 12Q: 3 clusters Score -153059.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -153107.156250 Penalty: 3562.823486
	Iteration 13Q: 3 clusters Score -153107.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -153146.078125 Penalty: 3562.823486
	Iteration 14Q: 3 clusters Score -153146.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -153180.812500 Penalty: 3562.823486
	Iteration 15Q: 3 clusters Score -153180.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -153217.156250 Penalty: 3562.823486
	Iteration 16Q: 3 clusters Score -153217.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -153273.328125 Penalty: 3562.823486
	Iteration 17Q: 3 clusters Score -153273.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -153316.796875 Penalty: 3562.823486
	Iteration 18Q: 3 clusters Score -153316.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -153334.921875 Penalty: 3562.823486
	Iteration 19Q: 3 clusters Score -153334.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -153356.125000 Penalty: 3562.823486
	Iteration 20F: 3 clusters Score -153356.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -153378.890625 Penalty: 3562.823486
	Iteration 21Q: 3 clusters Score -153378.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -153388.093750 Penalty: 3562.823486
	Iteration 22Q: 3 clusters Score -153388.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -153390.671875 Penalty: 3562.823486
	Iteration 23Q: 3 clusters Score -153390.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -153392.093750 Penalty: 3562.823486
	Iteration 24Q: 3 clusters Score -153392.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -153392.093750 Penalty: 3562.823486
	Iteration 25F: 3 clusters Score -153392.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 63681 members 
Mstep: Class 3 contains 13954 members 
Mstep: Class 4 contains 263914 members 
Mstep: Class 5 contains 4202 members 
Mstep: Class 6 contains 17273 members 
Mstep: Class 7 contains 2331 members 
Mstep: Class 8 contains 28280 members 
Mstep: Class 9 contains 5654 members 
Mstep: Class 10 contains 971 members 
Mstep: Class 11 contains 93393 members 
Mstep: Class 12 contains 21277 members 
Mstep: Class 13 contains 37624 members 
Mstep: Class 14 contains 4569 members 
Mstep: Class 15 contains 518 members 
Mstep: Class 16 contains 54763 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 180103 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2794 members 
Mstep: Class 21 contains 15560 members 
Mstep: Class 22 contains 36010 members 
Mstep: Class 23 contains 6664 members 
Mstep: Class 24 contains 346 members 
Entering Unmasked Estep 
Score: -104777104.000000 Penalty: 81314.312500
Splitting cluster 10 changes total score from -104778768.000000 to -104777104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (93393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93393 members 
Entering Unmasked Estep 
Score: -11703692.000000 Penalty: 2838.253662
	Iteration 0F: 2 clusters Score -1.170369e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46787 members 
Mstep: Class 2 contains 46606 members 
Entering Unmasked Estep 
Score: -11641595.000000 Penalty: 5676.507324
	Iteration 0F: 3 clusters Score -1.16416e+07 nChanged 43885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48452 members 
Mstep: Class 2 contains 44941 members 
Entering Unmasked Estep 
Score: -11666940.000000 Penalty: 5676.507324
	Iteration 1F: 3 clusters Score -1.166694e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49600 members 
Mstep: Class 2 contains 43793 members 
Entering Unmasked Estep 
Score: -11668272.000000 Penalty: 5676.507324
	Iteration 2Q: 3 clusters Score -1.166827e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51369 members 
Mstep: Class 2 contains 42024 members 
Entering Unmasked Estep 
Score: -11670235.000000 Penalty: 5676.507324
	Iteration 3Q: 3 clusters Score -1.167024e+07 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54082 members 
Mstep: Class 2 contains 39311 members 
Entering Unmasked Estep 
Score: -11673119.000000 Penalty: 5676.507324
	Iteration 4F: 3 clusters Score -1.167312e+07 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57691 members 
Mstep: Class 2 contains 35702 members 
Entering Unmasked Estep 
Score: -11677062.000000 Penalty: 5676.507324
	Iteration 5F: 3 clusters Score -1.167706e+07 nChanged 6614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61957 members 
Mstep: Class 2 contains 31436 members 
Entering Unmasked Estep 
Score: -11682197.000000 Penalty: 5676.507324
	Iteration 6F: 3 clusters Score -1.16822e+07 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66026 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -11687412.000000 Penalty: 5676.507324
	Iteration 7F: 3 clusters Score -1.168741e+07 nChanged 5295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69111 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -11691780.000000 Penalty: 5676.507324
	Iteration 8F: 3 clusters Score -1.169178e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71183 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -11694453.000000 Penalty: 5676.507324
	Iteration 9Q: 3 clusters Score -1.169445e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72672 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -11695965.000000 Penalty: 5676.507324
	Iteration 10Q: 3 clusters Score -1.169596e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73890 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -11696972.000000 Penalty: 5676.507324
	Iteration 11Q: 3 clusters Score -1.169697e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74884 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -11697733.000000 Penalty: 5676.507324
	Iteration 12Q: 3 clusters Score -1.169773e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75647 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -11698389.000000 Penalty: 5676.507324
	Iteration 13Q: 3 clusters Score -1.169839e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76238 members 
Mstep: Class 2 contains 17155 members 
Entering Unmasked Estep 
Score: -11698981.000000 Penalty: 5676.507324
	Iteration 14Q: 3 clusters Score -1.169898e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76711 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -11699428.000000 Penalty: 5676.507324
	Iteration 15Q: 3 clusters Score -1.169943e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77016 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -11699694.000000 Penalty: 5676.507324
	Iteration 16Q: 3 clusters Score -1.169969e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77253 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -11699917.000000 Penalty: 5676.507324
	Iteration 17Q: 3 clusters Score -1.169992e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77453 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -11700030.000000 Penalty: 5676.507324
	Iteration 18Q: 3 clusters Score -1.170003e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77631 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -11700098.000000 Penalty: 5676.507324
	Iteration 19Q: 3 clusters Score -1.17001e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77806 members 
Mstep: Class 2 contains 15587 members 
Entering Unmasked Estep 
Score: -11700189.000000 Penalty: 5676.507324
	Iteration 20F: 3 clusters Score -1.170019e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77942 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -11700278.000000 Penalty: 5676.507324
	Iteration 21Q: 3 clusters Score -1.170028e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78058 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -11700335.000000 Penalty: 5676.507324
	Iteration 22Q: 3 clusters Score -1.170034e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78159 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -11700342.000000 Penalty: 5676.507324
	Iteration 23Q: 3 clusters Score -1.170034e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78237 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -11700340.000000 Penalty: 5676.507324
	Iteration 24Q: 3 clusters Score -1.170034e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78306 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -11700331.000000 Penalty: 5676.507324
	Iteration 25Q: 3 clusters Score -1.170033e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78382 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -11700329.000000 Penalty: 5676.507324
	Iteration 26Q: 3 clusters Score -1.170033e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78454 members 
Mstep: Class 2 contains 14939 members 
Entering Unmasked Estep 
Score: -11700321.000000 Penalty: 5676.507324
	Iteration 27Q: 3 clusters Score -1.170032e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78512 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -11700294.000000 Penalty: 5676.507324
	Iteration 28Q: 3 clusters Score -1.170029e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78573 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -11700295.000000 Penalty: 5676.507324
	Iteration 29Q: 3 clusters Score -1.17003e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78629 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -11700319.000000 Penalty: 5676.507324
	Iteration 30Q: 3 clusters Score -1.170032e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78672 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -11700309.000000 Penalty: 5676.507324
	Iteration 31Q: 3 clusters Score -1.170031e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78720 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -11700324.000000 Penalty: 5676.507324
	Iteration 32Q: 3 clusters Score -1.170032e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78765 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -11700319.000000 Penalty: 5676.507324
	Iteration 33Q: 3 clusters Score -1.170032e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78811 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -11700304.000000 Penalty: 5676.507324
	Iteration 34Q: 3 clusters Score -1.17003e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78853 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -11700293.000000 Penalty: 5676.507324
	Iteration 35Q: 3 clusters Score -1.170029e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78904 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -11700306.000000 Penalty: 5676.507324
	Iteration 36Q: 3 clusters Score -1.170031e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78945 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -11700318.000000 Penalty: 5676.507324
	Iteration 37Q: 3 clusters Score -1.170032e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78990 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -11700330.000000 Penalty: 5676.507324
	Iteration 38Q: 3 clusters Score -1.170033e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79028 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -11700344.000000 Penalty: 5676.507324
	Iteration 39Q: 3 clusters Score -1.170034e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79071 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -11700338.000000 Penalty: 5676.507324
	Iteration 40F: 3 clusters Score -1.170034e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79102 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -11700356.000000 Penalty: 5676.507324
	Iteration 41Q: 3 clusters Score -1.170036e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79139 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -11700365.000000 Penalty: 5676.507324
	Iteration 42Q: 3 clusters Score -1.170036e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79174 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -11700342.000000 Penalty: 5676.507324
	Iteration 43Q: 3 clusters Score -1.170034e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79217 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -11700355.000000 Penalty: 5676.507324
	Iteration 44Q: 3 clusters Score -1.170036e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79248 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -11700344.000000 Penalty: 5676.507324
	Iteration 45Q: 3 clusters Score -1.170034e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79287 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -11700353.000000 Penalty: 5676.507324
	Iteration 46Q: 3 clusters Score -1.170035e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79325 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -11700352.000000 Penalty: 5676.507324
	Iteration 47Q: 3 clusters Score -1.170035e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79365 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -11700354.000000 Penalty: 5676.507324
	Iteration 48Q: 3 clusters Score -1.170035e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79414 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -11700365.000000 Penalty: 5676.507324
	Iteration 49Q: 3 clusters Score -1.170036e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79471 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -11700356.000000 Penalty: 5676.507324
	Iteration 50Q: 3 clusters Score -1.170036e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79526 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -11700358.000000 Penalty: 5676.507324
	Iteration 51Q: 3 clusters Score -1.170036e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79569 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -11700336.000000 Penalty: 5676.507324
	Iteration 52Q: 3 clusters Score -1.170034e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79600 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -11700335.000000 Penalty: 5676.507324
	Iteration 53Q: 3 clusters Score -1.170034e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79625 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -11700323.000000 Penalty: 5676.507324
	Iteration 54Q: 3 clusters Score -1.170032e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79653 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -11700346.000000 Penalty: 5676.507324
	Iteration 55Q: 3 clusters Score -1.170035e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79679 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -11700342.000000 Penalty: 5676.507324
	Iteration 56Q: 3 clusters Score -1.170034e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79711 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -11700339.000000 Penalty: 5676.507324
	Iteration 57Q: 3 clusters Score -1.170034e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79735 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -11700344.000000 Penalty: 5676.507324
	Iteration 58Q: 3 clusters Score -1.170034e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79767 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -11700347.000000 Penalty: 5676.507324
	Iteration 59Q: 3 clusters Score -1.170035e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79816 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -11700335.000000 Penalty: 5676.507324
	Iteration 60F: 3 clusters Score -1.170034e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79874 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -11700322.000000 Penalty: 5676.507324
	Iteration 61Q: 3 clusters Score -1.170032e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79934 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -11700355.000000 Penalty: 5676.507324
	Iteration 62Q: 3 clusters Score -1.170036e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79997 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -11700365.000000 Penalty: 5676.507324
	Iteration 63Q: 3 clusters Score -1.170036e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80054 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -11700363.000000 Penalty: 5676.507324
	Iteration 64Q: 3 clusters Score -1.170036e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80119 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -11700377.000000 Penalty: 5676.507324
	Iteration 65Q: 3 clusters Score -1.170038e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80164 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -11700372.000000 Penalty: 5676.507324
	Iteration 66Q: 3 clusters Score -1.170037e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80219 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -11700375.000000 Penalty: 5676.507324
	Iteration 67Q: 3 clusters Score -1.170038e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80277 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -11700380.000000 Penalty: 5676.507324
	Iteration 68Q: 3 clusters Score -1.170038e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80349 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -11700354.000000 Penalty: 5676.507324
	Iteration 69Q: 3 clusters Score -1.170035e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80412 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -11700337.000000 Penalty: 5676.507324
	Iteration 70Q: 3 clusters Score -1.170034e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80469 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -11700348.000000 Penalty: 5676.507324
	Iteration 71Q: 3 clusters Score -1.170035e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80524 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -11700322.000000 Penalty: 5676.507324
	Iteration 72Q: 3 clusters Score -1.170032e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80581 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -11700327.000000 Penalty: 5676.507324
	Iteration 73Q: 3 clusters Score -1.170033e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80633 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -11700321.000000 Penalty: 5676.507324
	Iteration 74Q: 3 clusters Score -1.170032e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80682 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -11700326.000000 Penalty: 5676.507324
	Iteration 75Q: 3 clusters Score -1.170033e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80739 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -11700348.000000 Penalty: 5676.507324
	Iteration 76Q: 3 clusters Score -1.170035e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80792 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -11700364.000000 Penalty: 5676.507324
	Iteration 77Q: 3 clusters Score -1.170036e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80845 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -11700366.000000 Penalty: 5676.507324
	Iteration 78Q: 3 clusters Score -1.170037e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80887 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -11700369.000000 Penalty: 5676.507324
	Iteration 79Q: 3 clusters Score -1.170037e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80935 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -11700366.000000 Penalty: 5676.507324
	Iteration 80F: 3 clusters Score -1.170037e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80976 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -11700361.000000 Penalty: 5676.507324
	Iteration 81Q: 3 clusters Score -1.170036e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81012 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -11700369.000000 Penalty: 5676.507324
	Iteration 82Q: 3 clusters Score -1.170037e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81041 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -11700362.000000 Penalty: 5676.507324
	Iteration 83Q: 3 clusters Score -1.170036e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81071 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -11700375.000000 Penalty: 5676.507324
	Iteration 84Q: 3 clusters Score -1.170038e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81097 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -11700370.000000 Penalty: 5676.507324
	Iteration 85Q: 3 clusters Score -1.170037e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81125 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -11700364.000000 Penalty: 5676.507324
	Iteration 86Q: 3 clusters Score -1.170036e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81165 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -11700372.000000 Penalty: 5676.507324
	Iteration 87Q: 3 clusters Score -1.170037e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81200 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -11700381.000000 Penalty: 5676.507324
	Iteration 88Q: 3 clusters Score -1.170038e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81229 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -11700375.000000 Penalty: 5676.507324
	Iteration 89Q: 3 clusters Score -1.170038e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81257 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -11700375.000000 Penalty: 5676.507324
	Iteration 90Q: 3 clusters Score -1.170038e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81284 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -11700382.000000 Penalty: 5676.507324
	Iteration 91Q: 3 clusters Score -1.170038e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81305 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -11700380.000000 Penalty: 5676.507324
	Iteration 92Q: 3 clusters Score -1.170038e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81325 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -11700376.000000 Penalty: 5676.507324
	Iteration 93Q: 3 clusters Score -1.170038e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81350 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -11700373.000000 Penalty: 5676.507324
	Iteration 94Q: 3 clusters Score -1.170037e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81386 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -11700384.000000 Penalty: 5676.507324
	Iteration 95Q: 3 clusters Score -1.170038e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81428 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -11700387.000000 Penalty: 5676.507324
	Iteration 96Q: 3 clusters Score -1.170039e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81467 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -11700381.000000 Penalty: 5676.507324
	Iteration 97Q: 3 clusters Score -1.170038e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81510 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -11700377.000000 Penalty: 5676.507324
	Iteration 98Q: 3 clusters Score -1.170038e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81557 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -11700399.000000 Penalty: 5676.507324
	Iteration 99Q: 3 clusters Score -1.17004e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81604 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -11700397.000000 Penalty: 5676.507324
	Iteration 100F: 3 clusters Score -1.17004e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81649 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -11700396.000000 Penalty: 5676.507324
	Iteration 101Q: 3 clusters Score -1.17004e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81694 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -11700390.000000 Penalty: 5676.507324
	Iteration 102Q: 3 clusters Score -1.170039e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81748 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -11700398.000000 Penalty: 5676.507324
	Iteration 103Q: 3 clusters Score -1.17004e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81810 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -11700394.000000 Penalty: 5676.507324
	Iteration 104Q: 3 clusters Score -1.170039e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81872 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -11700401.000000 Penalty: 5676.507324
	Iteration 105Q: 3 clusters Score -1.17004e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81918 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -11700415.000000 Penalty: 5676.507324
	Iteration 106Q: 3 clusters Score -1.170042e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81973 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -11700408.000000 Penalty: 5676.507324
	Iteration 107Q: 3 clusters Score -1.170041e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82024 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -11700405.000000 Penalty: 5676.507324
	Iteration 108Q: 3 clusters Score -1.17004e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82072 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -11700413.000000 Penalty: 5676.507324
	Iteration 109Q: 3 clusters Score -1.170041e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82122 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -11700417.000000 Penalty: 5676.507324
	Iteration 110Q: 3 clusters Score -1.170042e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82187 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -11700427.000000 Penalty: 5676.507324
	Iteration 111Q: 3 clusters Score -1.170043e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82242 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -11700449.000000 Penalty: 5676.507324
	Iteration 112Q: 3 clusters Score -1.170045e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82301 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -11700454.000000 Penalty: 5676.507324
	Iteration 113Q: 3 clusters Score -1.170045e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82361 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -11700437.000000 Penalty: 5676.507324
	Iteration 114Q: 3 clusters Score -1.170044e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82410 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -11700432.000000 Penalty: 5676.507324
	Iteration 115Q: 3 clusters Score -1.170043e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82455 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -11700426.000000 Penalty: 5676.507324
	Iteration 116Q: 3 clusters Score -1.170043e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82492 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -11700450.000000 Penalty: 5676.507324
	Iteration 117Q: 3 clusters Score -1.170045e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82528 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -11700435.000000 Penalty: 5676.507324
	Iteration 118Q: 3 clusters Score -1.170044e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82566 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -11700437.000000 Penalty: 5676.507324
	Iteration 119Q: 3 clusters Score -1.170044e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82598 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -11700448.000000 Penalty: 5676.507324
	Iteration 120F: 3 clusters Score -1.170045e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82631 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -11700440.000000 Penalty: 5676.507324
	Iteration 121Q: 3 clusters Score -1.170044e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82665 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -11700466.000000 Penalty: 5676.507324
	Iteration 122Q: 3 clusters Score -1.170047e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82706 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -11700465.000000 Penalty: 5676.507324
	Iteration 123Q: 3 clusters Score -1.170046e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82747 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -11700455.000000 Penalty: 5676.507324
	Iteration 124Q: 3 clusters Score -1.170046e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82783 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -11700449.000000 Penalty: 5676.507324
	Iteration 125Q: 3 clusters Score -1.170045e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82813 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -11700450.000000 Penalty: 5676.507324
	Iteration 126Q: 3 clusters Score -1.170045e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82834 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -11700464.000000 Penalty: 5676.507324
	Iteration 127Q: 3 clusters Score -1.170046e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82861 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -11700464.000000 Penalty: 5676.507324
	Iteration 128Q: 3 clusters Score -1.170046e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82888 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -11700478.000000 Penalty: 5676.507324
	Iteration 129Q: 3 clusters Score -1.170048e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82902 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -11700452.000000 Penalty: 5676.507324
	Iteration 130Q: 3 clusters Score -1.170045e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82917 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -11700435.000000 Penalty: 5676.507324
	Iteration 131Q: 3 clusters Score -1.170044e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82946 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -11700447.000000 Penalty: 5676.507324
	Iteration 132Q: 3 clusters Score -1.170045e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82973 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -11700462.000000 Penalty: 5676.507324
	Iteration 133Q: 3 clusters Score -1.170046e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82991 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -11700476.000000 Penalty: 5676.507324
	Iteration 134Q: 3 clusters Score -1.170048e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83010 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -11700466.000000 Penalty: 5676.507324
	Iteration 135Q: 3 clusters Score -1.170047e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83022 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -11700469.000000 Penalty: 5676.507324
	Iteration 136Q: 3 clusters Score -1.170047e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83035 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -11700471.000000 Penalty: 5676.507324
	Iteration 137Q: 3 clusters Score -1.170047e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83058 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -11700469.000000 Penalty: 5676.507324
	Iteration 138Q: 3 clusters Score -1.170047e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83085 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -11700492.000000 Penalty: 5676.507324
	Iteration 139Q: 3 clusters Score -1.170049e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83112 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -11700504.000000 Penalty: 5676.507324
	Iteration 140F: 3 clusters Score -1.17005e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83146 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -11700488.000000 Penalty: 5676.507324
	Iteration 141Q: 3 clusters Score -1.170049e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83178 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -11700499.000000 Penalty: 5676.507324
	Iteration 142Q: 3 clusters Score -1.17005e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83211 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -11700500.000000 Penalty: 5676.507324
	Iteration 143Q: 3 clusters Score -1.17005e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83240 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -11700516.000000 Penalty: 5676.507324
	Iteration 144Q: 3 clusters Score -1.170052e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83269 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -11700531.000000 Penalty: 5676.507324
	Iteration 145Q: 3 clusters Score -1.170053e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83295 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -11700524.000000 Penalty: 5676.507324
	Iteration 146Q: 3 clusters Score -1.170052e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83324 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -11700525.000000 Penalty: 5676.507324
	Iteration 147Q: 3 clusters Score -1.170052e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83368 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -11700533.000000 Penalty: 5676.507324
	Iteration 148Q: 3 clusters Score -1.170053e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83407 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -11700541.000000 Penalty: 5676.507324
	Iteration 149Q: 3 clusters Score -1.170054e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83447 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -11700545.000000 Penalty: 5676.507324
	Iteration 150Q: 3 clusters Score -1.170054e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83497 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -11700565.000000 Penalty: 5676.507324
	Iteration 151Q: 3 clusters Score -1.170056e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83555 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -11700578.000000 Penalty: 5676.507324
	Iteration 152Q: 3 clusters Score -1.170058e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83615 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -11700578.000000 Penalty: 5676.507324
	Iteration 153Q: 3 clusters Score -1.170058e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83672 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -11700580.000000 Penalty: 5676.507324
	Iteration 154Q: 3 clusters Score -1.170058e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83716 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -11700602.000000 Penalty: 5676.507324
	Iteration 155Q: 3 clusters Score -1.17006e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83757 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -11700596.000000 Penalty: 5676.507324
	Iteration 156Q: 3 clusters Score -1.17006e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83801 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -11700588.000000 Penalty: 5676.507324
	Iteration 157Q: 3 clusters Score -1.170059e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83847 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -11700570.000000 Penalty: 5676.507324
	Iteration 158Q: 3 clusters Score -1.170057e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83900 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -11700583.000000 Penalty: 5676.507324
	Iteration 159Q: 3 clusters Score -1.170058e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83949 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -11700600.000000 Penalty: 5676.507324
	Iteration 160F: 3 clusters Score -1.17006e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84005 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -11700617.000000 Penalty: 5676.507324
	Iteration 161Q: 3 clusters Score -1.170062e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84069 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -11700617.000000 Penalty: 5676.507324
	Iteration 162Q: 3 clusters Score -1.170062e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84139 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -11700641.000000 Penalty: 5676.507324
	Iteration 163Q: 3 clusters Score -1.170064e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84217 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -11700605.000000 Penalty: 5676.507324
	Iteration 164Q: 3 clusters Score -1.17006e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84292 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -11700600.000000 Penalty: 5676.507324
	Iteration 165Q: 3 clusters Score -1.17006e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84359 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -11700602.000000 Penalty: 5676.507324
	Iteration 166Q: 3 clusters Score -1.17006e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84420 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -11700593.000000 Penalty: 5676.507324
	Iteration 167Q: 3 clusters Score -1.170059e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84494 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -11700595.000000 Penalty: 5676.507324
	Iteration 168Q: 3 clusters Score -1.17006e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84569 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -11700610.000000 Penalty: 5676.507324
	Iteration 169Q: 3 clusters Score -1.170061e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84642 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -11700642.000000 Penalty: 5676.507324
	Iteration 170Q: 3 clusters Score -1.170064e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84736 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -11700640.000000 Penalty: 5676.507324
	Iteration 171Q: 3 clusters Score -1.170064e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84824 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -11700644.000000 Penalty: 5676.507324
	Iteration 172Q: 3 clusters Score -1.170064e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84917 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -11700675.000000 Penalty: 5676.507324
	Iteration 173Q: 3 clusters Score -1.170068e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85014 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -11700668.000000 Penalty: 5676.507324
	Iteration 174Q: 3 clusters Score -1.170067e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85102 members 
Mstep: Class 2 contains 8291 members 
Entering Unmasked Estep 
Score: -11700700.000000 Penalty: 5676.507324
	Iteration 175Q: 3 clusters Score -1.17007e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85193 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -11700719.000000 Penalty: 5676.507324
	Iteration 176Q: 3 clusters Score -1.170072e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85279 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -11700719.000000 Penalty: 5676.507324
	Iteration 177Q: 3 clusters Score -1.170072e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85373 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -11700740.000000 Penalty: 5676.507324
	Iteration 178Q: 3 clusters Score -1.170074e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85464 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -11700745.000000 Penalty: 5676.507324
	Iteration 179Q: 3 clusters Score -1.170074e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85557 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -11700744.000000 Penalty: 5676.507324
	Iteration 180F: 3 clusters Score -1.170074e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85643 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -11700760.000000 Penalty: 5676.507324
	Iteration 181Q: 3 clusters Score -1.170076e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85737 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -11700785.000000 Penalty: 5676.507324
	Iteration 182Q: 3 clusters Score -1.170078e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85817 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -11700787.000000 Penalty: 5676.507324
	Iteration 183Q: 3 clusters Score -1.170079e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85895 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -11700788.000000 Penalty: 5676.507324
	Iteration 184Q: 3 clusters Score -1.170079e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85967 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -11700813.000000 Penalty: 5676.507324
	Iteration 185Q: 3 clusters Score -1.170081e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86025 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -11700802.000000 Penalty: 5676.507324
	Iteration 186Q: 3 clusters Score -1.17008e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86079 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -11700803.000000 Penalty: 5676.507324
	Iteration 187Q: 3 clusters Score -1.17008e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86147 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -11700829.000000 Penalty: 5676.507324
	Iteration 188Q: 3 clusters Score -1.170083e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86224 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -11700852.000000 Penalty: 5676.507324
	Iteration 189Q: 3 clusters Score -1.170085e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86286 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -11700847.000000 Penalty: 5676.507324
	Iteration 190Q: 3 clusters Score -1.170085e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86346 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -11700846.000000 Penalty: 5676.507324
	Iteration 191Q: 3 clusters Score -1.170085e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86403 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -11700847.000000 Penalty: 5676.507324
	Iteration 192Q: 3 clusters Score -1.170085e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86457 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -11700836.000000 Penalty: 5676.507324
	Iteration 193Q: 3 clusters Score -1.170084e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86511 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -11700847.000000 Penalty: 5676.507324
	Iteration 194Q: 3 clusters Score -1.170085e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86568 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -11700870.000000 Penalty: 5676.507324
	Iteration 195Q: 3 clusters Score -1.170087e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86618 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -11700877.000000 Penalty: 5676.507324
	Iteration 196Q: 3 clusters Score -1.170088e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86659 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -11700891.000000 Penalty: 5676.507324
	Iteration 197Q: 3 clusters Score -1.170089e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86695 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -11700899.000000 Penalty: 5676.507324
	Iteration 198Q: 3 clusters Score -1.17009e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86727 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -11700884.000000 Penalty: 5676.507324
	Iteration 199Q: 3 clusters Score -1.170088e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86765 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -11700918.000000 Penalty: 5676.507324
	Iteration 200F: 3 clusters Score -1.170092e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86797 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -11700893.000000 Penalty: 5676.507324
	Iteration 201Q: 3 clusters Score -1.170089e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86829 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -11700905.000000 Penalty: 5676.507324
	Iteration 202Q: 3 clusters Score -1.17009e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86856 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -11700909.000000 Penalty: 5676.507324
	Iteration 203Q: 3 clusters Score -1.170091e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86880 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -11700904.000000 Penalty: 5676.507324
	Iteration 204Q: 3 clusters Score -1.17009e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86908 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -11700904.000000 Penalty: 5676.507324
	Iteration 205Q: 3 clusters Score -1.17009e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86935 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -11700903.000000 Penalty: 5676.507324
	Iteration 206Q: 3 clusters Score -1.17009e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86954 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -11700907.000000 Penalty: 5676.507324
	Iteration 207Q: 3 clusters Score -1.170091e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86975 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -11700897.000000 Penalty: 5676.507324
	Iteration 208Q: 3 clusters Score -1.17009e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86995 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -11700897.000000 Penalty: 5676.507324
	Iteration 209Q: 3 clusters Score -1.17009e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87019 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -11700905.000000 Penalty: 5676.507324
	Iteration 210Q: 3 clusters Score -1.17009e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87045 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -11700894.000000 Penalty: 5676.507324
	Iteration 211Q: 3 clusters Score -1.170089e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87069 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -11700894.000000 Penalty: 5676.507324
	Iteration 212Q: 3 clusters Score -1.170089e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87091 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -11700878.000000 Penalty: 5676.507324
	Iteration 213Q: 3 clusters Score -1.170088e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87112 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -11700896.000000 Penalty: 5676.507324
	Iteration 214Q: 3 clusters Score -1.17009e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87141 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -11700912.000000 Penalty: 5676.507324
	Iteration 215Q: 3 clusters Score -1.170091e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87168 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -11700887.000000 Penalty: 5676.507324
	Iteration 216Q: 3 clusters Score -1.170089e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87197 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -11700889.000000 Penalty: 5676.507324
	Iteration 217Q: 3 clusters Score -1.170089e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87225 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -11700897.000000 Penalty: 5676.507324
	Iteration 218Q: 3 clusters Score -1.17009e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87262 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -11700904.000000 Penalty: 5676.507324
	Iteration 219Q: 3 clusters Score -1.17009e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87295 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -11700915.000000 Penalty: 5676.507324
	Iteration 220F: 3 clusters Score -1.170092e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87329 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -11700911.000000 Penalty: 5676.507324
	Iteration 221Q: 3 clusters Score -1.170091e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87358 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -11700913.000000 Penalty: 5676.507324
	Iteration 222Q: 3 clusters Score -1.170091e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87379 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -11700910.000000 Penalty: 5676.507324
	Iteration 223Q: 3 clusters Score -1.170091e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87401 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -11700893.000000 Penalty: 5676.507324
	Iteration 224Q: 3 clusters Score -1.170089e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87427 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -11700913.000000 Penalty: 5676.507324
	Iteration 225Q: 3 clusters Score -1.170091e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87440 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -11700900.000000 Penalty: 5676.507324
	Iteration 226Q: 3 clusters Score -1.17009e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87458 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -11700904.000000 Penalty: 5676.507324
	Iteration 227Q: 3 clusters Score -1.17009e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87483 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -11700894.000000 Penalty: 5676.507324
	Iteration 228Q: 3 clusters Score -1.170089e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87502 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -11700897.000000 Penalty: 5676.507324
	Iteration 229Q: 3 clusters Score -1.17009e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87518 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -11700884.000000 Penalty: 5676.507324
	Iteration 230Q: 3 clusters Score -1.170088e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87530 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -11700884.000000 Penalty: 5676.507324
	Iteration 231Q: 3 clusters Score -1.170088e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87543 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -11700902.000000 Penalty: 5676.507324
	Iteration 232Q: 3 clusters Score -1.17009e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87561 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -11700904.000000 Penalty: 5676.507324
	Iteration 233Q: 3 clusters Score -1.17009e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87582 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -11700910.000000 Penalty: 5676.507324
	Iteration 234Q: 3 clusters Score -1.170091e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87608 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -11700908.000000 Penalty: 5676.507324
	Iteration 235Q: 3 clusters Score -1.170091e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87642 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -11700917.000000 Penalty: 5676.507324
	Iteration 236Q: 3 clusters Score -1.170092e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87676 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -11700920.000000 Penalty: 5676.507324
	Iteration 237Q: 3 clusters Score -1.170092e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87697 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -11700930.000000 Penalty: 5676.507324
	Iteration 238Q: 3 clusters Score -1.170093e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87718 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -11700945.000000 Penalty: 5676.507324
	Iteration 239Q: 3 clusters Score -1.170094e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87748 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -11700924.000000 Penalty: 5676.507324
	Iteration 240F: 3 clusters Score -1.170092e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87781 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -11700915.000000 Penalty: 5676.507324
	Iteration 241Q: 3 clusters Score -1.170092e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87811 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -11700922.000000 Penalty: 5676.507324
	Iteration 242Q: 3 clusters Score -1.170092e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87837 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -11700908.000000 Penalty: 5676.507324
	Iteration 243Q: 3 clusters Score -1.170091e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87857 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -11700918.000000 Penalty: 5676.507324
	Iteration 244Q: 3 clusters Score -1.170092e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87867 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -11700921.000000 Penalty: 5676.507324
	Iteration 245Q: 3 clusters Score -1.170092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87873 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -11700931.000000 Penalty: 5676.507324
	Iteration 246Q: 3 clusters Score -1.170093e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87883 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -11700922.000000 Penalty: 5676.507324
	Iteration 247Q: 3 clusters Score -1.170092e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87892 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -11700927.000000 Penalty: 5676.507324
	Iteration 248Q: 3 clusters Score -1.170093e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87901 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -11700928.000000 Penalty: 5676.507324
	Iteration 249Q: 3 clusters Score -1.170093e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87913 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -11700937.000000 Penalty: 5676.507324
	Iteration 250Q: 3 clusters Score -1.170094e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87930 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -11700920.000000 Penalty: 5676.507324
	Iteration 251Q: 3 clusters Score -1.170092e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87955 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -11700916.000000 Penalty: 5676.507324
	Iteration 252Q: 3 clusters Score -1.170092e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87986 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -11700924.000000 Penalty: 5676.507324
	Iteration 253Q: 3 clusters Score -1.170092e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88019 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -11700914.000000 Penalty: 5676.507324
	Iteration 254Q: 3 clusters Score -1.170091e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88044 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -11700915.000000 Penalty: 5676.507324
	Iteration 255Q: 3 clusters Score -1.170092e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88062 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -11700933.000000 Penalty: 5676.507324
	Iteration 256Q: 3 clusters Score -1.170093e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88079 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -11700934.000000 Penalty: 5676.507324
	Iteration 257Q: 3 clusters Score -1.170093e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88098 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -11700940.000000 Penalty: 5676.507324
	Iteration 258Q: 3 clusters Score -1.170094e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88113 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -11700939.000000 Penalty: 5676.507324
	Iteration 259Q: 3 clusters Score -1.170094e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88132 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -11700930.000000 Penalty: 5676.507324
	Iteration 260F: 3 clusters Score -1.170093e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88150 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -11700936.000000 Penalty: 5676.507324
	Iteration 261Q: 3 clusters Score -1.170094e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88172 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -11700940.000000 Penalty: 5676.507324
	Iteration 262Q: 3 clusters Score -1.170094e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88190 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -11700943.000000 Penalty: 5676.507324
	Iteration 263Q: 3 clusters Score -1.170094e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88209 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -11700959.000000 Penalty: 5676.507324
	Iteration 264Q: 3 clusters Score -1.170096e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88225 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -11700970.000000 Penalty: 5676.507324
	Iteration 265Q: 3 clusters Score -1.170097e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88243 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -11700974.000000 Penalty: 5676.507324
	Iteration 266Q: 3 clusters Score -1.170097e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88263 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -11700984.000000 Penalty: 5676.507324
	Iteration 267Q: 3 clusters Score -1.170098e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88288 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -11700989.000000 Penalty: 5676.507324
	Iteration 268Q: 3 clusters Score -1.170099e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88313 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -11700981.000000 Penalty: 5676.507324
	Iteration 269Q: 3 clusters Score -1.170098e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88328 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -11700986.000000 Penalty: 5676.507324
	Iteration 270Q: 3 clusters Score -1.170099e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88348 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -11700987.000000 Penalty: 5676.507324
	Iteration 271Q: 3 clusters Score -1.170099e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88362 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -11700981.000000 Penalty: 5676.507324
	Iteration 272Q: 3 clusters Score -1.170098e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88372 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -11700988.000000 Penalty: 5676.507324
	Iteration 273Q: 3 clusters Score -1.170099e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88383 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -11700989.000000 Penalty: 5676.507324
	Iteration 274Q: 3 clusters Score -1.170099e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88393 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -11700987.000000 Penalty: 5676.507324
	Iteration 275Q: 3 clusters Score -1.170099e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88399 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -11700980.000000 Penalty: 5676.507324
	Iteration 276Q: 3 clusters Score -1.170098e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88404 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -11700988.000000 Penalty: 5676.507324
	Iteration 277Q: 3 clusters Score -1.170099e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88409 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -11700980.000000 Penalty: 5676.507324
	Iteration 278Q: 3 clusters Score -1.170098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88411 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -11700980.000000 Penalty: 5676.507324
	Iteration 279Q: 3 clusters Score -1.170098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88414 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -11700992.000000 Penalty: 5676.507324
	Iteration 280F: 3 clusters Score -1.170099e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88417 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -11700993.000000 Penalty: 5676.507324
	Iteration 281Q: 3 clusters Score -1.170099e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88420 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -11700992.000000 Penalty: 5676.507324
	Iteration 282Q: 3 clusters Score -1.170099e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88424 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -11700998.000000 Penalty: 5676.507324
	Iteration 283Q: 3 clusters Score -1.1701e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88430 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -11700988.000000 Penalty: 5676.507324
	Iteration 284Q: 3 clusters Score -1.170099e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88437 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -11700992.000000 Penalty: 5676.507324
	Iteration 285Q: 3 clusters Score -1.170099e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88444 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -11700998.000000 Penalty: 5676.507324
	Iteration 286Q: 3 clusters Score -1.1701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88446 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -11701003.000000 Penalty: 5676.507324
	Iteration 287Q: 3 clusters Score -1.1701e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88447 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -11701002.000000 Penalty: 5676.507324
	Iteration 288Q: 3 clusters Score -1.1701e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88448 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -11701005.000000 Penalty: 5676.507324
	Iteration 289Q: 3 clusters Score -1.1701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88450 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -11700998.000000 Penalty: 5676.507324
	Iteration 290Q: 3 clusters Score -1.1701e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88451 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -11700999.000000 Penalty: 5676.507324
	Iteration 291Q: 3 clusters Score -1.1701e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88451 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -11700999.000000 Penalty: 5676.507324
	Iteration 292F: 3 clusters Score -1.1701e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Entering Unmasked Estep 
Score: -2565775.500000 Penalty: 2471.414551
	Iteration 0F: 2 clusters Score -2565776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -2550921.250000 Penalty: 4942.829102
	Iteration 0F: 3 clusters Score -2550921 nChanged 9340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -2555875.500000 Penalty: 4942.829102
	Iteration 1F: 3 clusters Score -2555876 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -2556265.250000 Penalty: 4942.829102
	Iteration 2F: 3 clusters Score -2556265 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -2556595.500000 Penalty: 4942.829102
	Iteration 3Q: 3 clusters Score -2556596 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -2556891.750000 Penalty: 4942.829102
	Iteration 4Q: 3 clusters Score -2556892 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -2557181.750000 Penalty: 4942.829102
	Iteration 5Q: 3 clusters Score -2557182 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -2557488.750000 Penalty: 4942.829102
	Iteration 6Q: 3 clusters Score -2557489 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -2557797.500000 Penalty: 4942.829102
	Iteration 7Q: 3 clusters Score -2557798 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -2558181.000000 Penalty: 4942.829102
	Iteration 8Q: 3 clusters Score -2558181 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -2558574.750000 Penalty: 4942.829102
	Iteration 9Q: 3 clusters Score -2558575 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -2559069.250000 Penalty: 4942.829102
	Iteration 10Q: 3 clusters Score -2559069 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -2559602.750000 Penalty: 4942.829102
	Iteration 11Q: 3 clusters Score -2559603 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -2560201.000000 Penalty: 4942.829102
	Iteration 12Q: 3 clusters Score -2560201 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -2560792.250000 Penalty: 4942.829102
	Iteration 13Q: 3 clusters Score -2560792 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -2561390.500000 Penalty: 4942.829102
	Iteration 14Q: 3 clusters Score -2561390 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2561941.250000 Penalty: 4942.829102
	Iteration 15Q: 3 clusters Score -2561941 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2562414.000000 Penalty: 4942.829102
	Iteration 16Q: 3 clusters Score -2562414 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2562801.250000 Penalty: 4942.829102
	Iteration 17Q: 3 clusters Score -2562801 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2563071.250000 Penalty: 4942.829102
	Iteration 18Q: 3 clusters Score -2563071 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2563253.000000 Penalty: 4942.829102
	Iteration 19Q: 3 clusters Score -2563253 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2563368.750000 Penalty: 4942.829102
	Iteration 20F: 3 clusters Score -2563369 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2563434.250000 Penalty: 4942.829102
	Iteration 21Q: 3 clusters Score -2563434 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2563486.250000 Penalty: 4942.829102
	Iteration 22Q: 3 clusters Score -2563486 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2563531.000000 Penalty: 4942.829102
	Iteration 23Q: 3 clusters Score -2563531 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2563553.750000 Penalty: 4942.829102
	Iteration 24Q: 3 clusters Score -2563554 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2563572.500000 Penalty: 4942.829102
	Iteration 25Q: 3 clusters Score -2563572 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2563586.250000 Penalty: 4942.829102
	Iteration 26Q: 3 clusters Score -2563586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2563593.250000 Penalty: 4942.829102
	Iteration 27Q: 3 clusters Score -2563593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2563597.000000 Penalty: 4942.829102
	Iteration 28Q: 3 clusters Score -2563597 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2563609.000000 Penalty: 4942.829102
	Iteration 29Q: 3 clusters Score -2563609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2563621.000000 Penalty: 4942.829102
	Iteration 30Q: 3 clusters Score -2563621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20938 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -2563622.250000 Penalty: 4942.829102
	Iteration 31Q: 3 clusters Score -2563622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2563624.250000 Penalty: 4942.829102
	Iteration 32Q: 3 clusters Score -2563624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2563624.250000 Penalty: 4942.829102
	Iteration 33F: 3 clusters Score -2563624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (37624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37624 members 
Entering Unmasked Estep 
Score: -4756472.500000 Penalty: 2612.778564
	Iteration 0F: 2 clusters Score -4756472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -4730805.500000 Penalty: 5225.557129
	Iteration 0F: 3 clusters Score -4730806 nChanged 17151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -4740146.500000 Penalty: 5225.557129
	Iteration 1F: 3 clusters Score -4740146 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -4740579.000000 Penalty: 5225.557129
	Iteration 2Q: 3 clusters Score -4740579 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -4740962.000000 Penalty: 5225.557129
	Iteration 3Q: 3 clusters Score -4740962 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -4741304.500000 Penalty: 5225.557129
	Iteration 4Q: 3 clusters Score -4741304 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -4741546.500000 Penalty: 5225.557129
	Iteration 5Q: 3 clusters Score -4741546 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 20571 members 
Entering Unmasked Estep 
Score: -4741819.500000 Penalty: 5225.557129
	Iteration 6Q: 3 clusters Score -4741820 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -4742115.000000 Penalty: 5225.557129
	Iteration 7Q: 3 clusters Score -4742115 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -4742557.500000 Penalty: 5225.557129
	Iteration 8Q: 3 clusters Score -4742558 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
Score: -4743153.500000 Penalty: 5225.557129
	Iteration 9Q: 3 clusters Score -4743154 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -4744121.000000 Penalty: 5225.557129
	Iteration 10Q: 3 clusters Score -4744121 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -4745597.500000 Penalty: 5225.557129
	Iteration 11F: 3 clusters Score -4745598 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 29532 members 
Entering Unmasked Estep 
Score: -4747581.000000 Penalty: 5225.557129
	Iteration 12F: 3 clusters Score -4747581 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 31789 members 
Entering Unmasked Estep 
Score: -4749586.500000 Penalty: 5225.557129
	Iteration 13F: 3 clusters Score -4749586 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 33665 members 
Entering Unmasked Estep 
Score: -4751258.000000 Penalty: 5225.557129
	Iteration 14F: 3 clusters Score -4751258 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 34996 members 
Entering Unmasked Estep 
Score: -4752357.500000 Penalty: 5225.557129
	Iteration 15Q: 3 clusters Score -4752358 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 35862 members 
Entering Unmasked Estep 
Score: -4753048.000000 Penalty: 5225.557129
	Iteration 16Q: 3 clusters Score -4753048 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 36386 members 
Entering Unmasked Estep 
Score: -4753460.000000 Penalty: 5225.557129
	Iteration 17Q: 3 clusters Score -4753460 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 36723 members 
Entering Unmasked Estep 
Score: -4753732.000000 Penalty: 5225.557129
	Iteration 18Q: 3 clusters Score -4753732 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -4753918.500000 Penalty: 5225.557129
	Iteration 19Q: 3 clusters Score -4753918 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 37032 members 
Entering Unmasked Estep 
Score: -4754032.000000 Penalty: 5225.557129
	Iteration 20F: 3 clusters Score -4754032 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 37100 members 
Entering Unmasked Estep 
Score: -4754096.000000 Penalty: 5225.557129
	Iteration 21Q: 3 clusters Score -4754096 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 37137 members 
Entering Unmasked Estep 
Score: -4754143.500000 Penalty: 5225.557129
	Iteration 22Q: 3 clusters Score -4754144 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 37171 members 
Entering Unmasked Estep 
Score: -4754181.000000 Penalty: 5225.557129
	Iteration 23Q: 3 clusters Score -4754181 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 37183 members 
Entering Unmasked Estep 
Score: -4754195.000000 Penalty: 5225.557129
	Iteration 24Q: 3 clusters Score -4754195 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
Score: -4754207.500000 Penalty: 5225.557129
	Iteration 25Q: 3 clusters Score -4754208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 37200 members 
Entering Unmasked Estep 
Score: -4754211.000000 Penalty: 5225.557129
	Iteration 26Q: 3 clusters Score -4754211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -4754216.000000 Penalty: 5225.557129
	Iteration 27Q: 3 clusters Score -4754216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 37207 members 
Entering Unmasked Estep 
Score: -4754223.000000 Penalty: 5225.557129
	Iteration 28Q: 3 clusters Score -4754223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 37207 members 
Entering Unmasked Estep 
Score: -4754223.000000 Penalty: 5225.557129
	Iteration 29F: 3 clusters Score -4754223 nChanged 0
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: -538155.250000 Penalty: 2089.908203
	Iteration 0F: 2 clusters Score -538155.2 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 2277 members 
Entering Unmasked Estep 
Score: -533881.125000 Penalty: 4179.816406
	Iteration 0F: 3 clusters Score -533881.1 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -534797.875000 Penalty: 4179.816406
	Iteration 1F: 3 clusters Score -534797.9 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -535017.312500 Penalty: 4179.816406
	Iteration 2F: 3 clusters Score -535017.3 nChanged 233
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: -535159.625000 Penalty: 4179.816406
	Iteration 3F: 3 clusters Score -535159.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -535279.562500 Penalty: 4179.816406
	Iteration 4Q: 3 clusters Score -535279.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -535369.750000 Penalty: 4179.816406
	Iteration 5Q: 3 clusters Score -535369.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -535474.875000 Penalty: 4179.816406
	Iteration 6Q: 3 clusters Score -535474.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -535577.562500 Penalty: 4179.816406
	Iteration 7Q: 3 clusters Score -535577.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -535691.562500 Penalty: 4179.816406
	Iteration 8Q: 3 clusters Score -535691.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -535828.500000 Penalty: 4179.816406
	Iteration 9Q: 3 clusters Score -535828.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -535944.437500 Penalty: 4179.816406
	Iteration 10Q: 3 clusters Score -535944.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -536052.562500 Penalty: 4179.816406
	Iteration 11Q: 3 clusters Score -536052.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -536168.562500 Penalty: 4179.816406
	Iteration 12Q: 3 clusters Score -536168.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -536282.687500 Penalty: 4179.816406
	Iteration 13Q: 3 clusters Score -536282.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -536387.187500 Penalty: 4179.816406
	Iteration 14Q: 3 clusters Score -536387.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -536470.937500 Penalty: 4179.816406
	Iteration 15Q: 3 clusters Score -536470.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -536537.812500 Penalty: 4179.816406
	Iteration 16Q: 3 clusters Score -536537.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -536593.000000 Penalty: 4179.816406
	Iteration 17Q: 3 clusters Score -536593 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -536641.437500 Penalty: 4179.816406
	Iteration 18Q: 3 clusters Score -536641.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -536676.375000 Penalty: 4179.816406
	Iteration 19Q: 3 clusters Score -536676.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -536707.625000 Penalty: 4179.816406
	Iteration 20F: 3 clusters Score -536707.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -536723.375000 Penalty: 4179.816406
	Iteration 21Q: 3 clusters Score -536723.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -536735.562500 Penalty: 4179.816406
	Iteration 22Q: 3 clusters Score -536735.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -536745.812500 Penalty: 4179.816406
	Iteration 23Q: 3 clusters Score -536745.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -536753.562500 Penalty: 4179.816406
	Iteration 24Q: 3 clusters Score -536753.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -536758.250000 Penalty: 4179.816406
	Iteration 25Q: 3 clusters Score -536758.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -536767.500000 Penalty: 4179.816406
	Iteration 26Q: 3 clusters Score -536767.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -536776.875000 Penalty: 4179.816406
	Iteration 27Q: 3 clusters Score -536776.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -536785.250000 Penalty: 4179.816406
	Iteration 28Q: 3 clusters Score -536785.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -536794.375000 Penalty: 4179.816406
	Iteration 29Q: 3 clusters Score -536794.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -536799.312500 Penalty: 4179.816406
	Iteration 30Q: 3 clusters Score -536799.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -536799.937500 Penalty: 4179.816406
	Iteration 31Q: 3 clusters Score -536799.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -536801.437500 Penalty: 4179.816406
	Iteration 32Q: 3 clusters Score -536801.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -536801.437500 Penalty: 4179.816406
	Iteration 33F: 3 clusters Score -536801.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Entering Unmasked Estep 
Score: -59688.273438 Penalty: 1549.993896
	Iteration 0F: 2 clusters Score -59688.27 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 246 members 
Entering Unmasked Estep 
Score: -58179.281250 Penalty: 3099.987793
	Iteration 0F: 3 clusters Score -58179.28 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -58376.859375 Penalty: 3099.987793
	Iteration 1F: 3 clusters Score -58376.86 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -58496.136719 Penalty: 3099.987793
	Iteration 2F: 3 clusters Score -58496.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -58554.101562 Penalty: 3099.987793
	Iteration 3Q: 3 clusters Score -58554.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -58589.085938 Penalty: 3099.987793
	Iteration 4Q: 3 clusters Score -58589.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -58598.636719 Penalty: 3099.987793
	Iteration 5Q: 3 clusters Score -58598.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -58608.140625 Penalty: 3099.987793
	Iteration 6Q: 3 clusters Score -58608.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -58630.332031 Penalty: 3099.987793
	Iteration 7Q: 3 clusters Score -58630.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -58656.269531 Penalty: 3099.987793
	Iteration 8Q: 3 clusters Score -58656.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -58667.019531 Penalty: 3099.987793
	Iteration 9Q: 3 clusters Score -58667.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -58680.445312 Penalty: 3099.987793
	Iteration 10Q: 3 clusters Score -58680.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -58686.992188 Penalty: 3099.987793
	Iteration 11Q: 3 clusters Score -58686.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -58696.437500 Penalty: 3099.987793
	Iteration 12Q: 3 clusters Score -58696.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -58701.964844 Penalty: 3099.987793
	Iteration 13Q: 3 clusters Score -58701.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -58706.757812 Penalty: 3099.987793
	Iteration 14Q: 3 clusters Score -58706.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -58706.757812 Penalty: 3099.987793
	Iteration 15F: 3 clusters Score -58706.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (54763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54763 members 
Entering Unmasked Estep 
Score: -6642853.000000 Penalty: 2705.871094
	Iteration 0F: 2 clusters Score -6642853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 27305 members 
Entering Unmasked Estep 
Score: -6606041.500000 Penalty: 5411.742188
	Iteration 0F: 3 clusters Score -6606042 nChanged 25546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Mstep: Class 2 contains 26487 members 
Entering Unmasked Estep 
Score: -6620181.000000 Penalty: 5411.742188
	Iteration 1F: 3 clusters Score -6620181 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 25986 members 
Entering Unmasked Estep 
Score: -6620707.000000 Penalty: 5411.742188
	Iteration 2Q: 3 clusters Score -6620707 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29588 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -6621206.500000 Penalty: 5411.742188
	Iteration 3Q: 3 clusters Score -6621206 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -6621810.500000 Penalty: 5411.742188
	Iteration 4Q: 3 clusters Score -6621810 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -6622585.000000 Penalty: 5411.742188
	Iteration 5Q: 3 clusters Score -6622585 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34613 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -6623750.500000 Penalty: 5411.742188
	Iteration 6Q: 3 clusters Score -6623750 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37594 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -6625549.500000 Penalty: 5411.742188
	Iteration 7F: 3 clusters Score -6625550 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41258 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -6628218.500000 Penalty: 5411.742188
	Iteration 8F: 3 clusters Score -6628218 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45302 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -6631634.500000 Penalty: 5411.742188
	Iteration 9F: 3 clusters Score -6631634 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49121 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -6635217.500000 Penalty: 5411.742188
	Iteration 10F: 3 clusters Score -6635218 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51886 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -6637901.500000 Penalty: 5411.742188
	Iteration 11F: 3 clusters Score -6637902 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53425 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -6639381.500000 Penalty: 5411.742188
	Iteration 12Q: 3 clusters Score -6639382 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54090 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -6640027.500000 Penalty: 5411.742188
	Iteration 13Q: 3 clusters Score -6640028 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54330 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -6640288.000000 Penalty: 5411.742188
	Iteration 14Q: 3 clusters Score -6640288 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54415 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -6640397.000000 Penalty: 5411.742188
	Iteration 15Q: 3 clusters Score -6640397 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54454 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -6640442.500000 Penalty: 5411.742188
	Iteration 16Q: 3 clusters Score -6640442 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54474 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -6640476.500000 Penalty: 5411.742188
	Iteration 17Q: 3 clusters Score -6640476 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54481 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -6640503.000000 Penalty: 5411.742188
	Iteration 18Q: 3 clusters Score -6640503 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54487 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -6640530.500000 Penalty: 5411.742188
	Iteration 19Q: 3 clusters Score -6640530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54490 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -6640530.000000 Penalty: 5411.742188
	Iteration 20F: 3 clusters Score -6640530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54489 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -6640533.000000 Penalty: 5411.742188
	Iteration 21Q: 3 clusters Score -6640533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54488 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -6640531.500000 Penalty: 5411.742188
	Iteration 22Q: 3 clusters Score -6640532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54488 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -6640532.500000 Penalty: 5411.742188
	Iteration 23Q: 3 clusters Score -6640532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54488 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -6640532.500000 Penalty: 5411.742188
	Iteration 24F: 3 clusters Score -6640532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Entering Unmasked Estep 
Score: -106771.148438 Penalty: 1692.174927
	Iteration 0F: 2 clusters Score -106771.1 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 475 members 
Entering Unmasked Estep 
Score: -104962.390625 Penalty: 3384.349854
	Iteration 0F: 3 clusters Score -104962.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -105401.835938 Penalty: 3384.349854
	Iteration 1F: 3 clusters Score -105401.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -105524.687500 Penalty: 3384.349854
	Iteration 2F: 3 clusters Score -105524.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -105613.093750 Penalty: 3384.349854
	Iteration 3F: 3 clusters Score -105613.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -105676.015625 Penalty: 3384.349854
	Iteration 4Q: 3 clusters Score -105676 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -105717.523438 Penalty: 3384.349854
	Iteration 5Q: 3 clusters Score -105717.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -105750.109375 Penalty: 3384.349854
	Iteration 6Q: 3 clusters Score -105750.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -105792.234375 Penalty: 3384.349854
	Iteration 7Q: 3 clusters Score -105792.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -105825.437500 Penalty: 3384.349854
	Iteration 8Q: 3 clusters Score -105825.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -105854.007812 Penalty: 3384.349854
	Iteration 9Q: 3 clusters Score -105854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -105879.617188 Penalty: 3384.349854
	Iteration 10Q: 3 clusters Score -105879.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -105911.671875 Penalty: 3384.349854
	Iteration 11Q: 3 clusters Score -105911.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -105936.039062 Penalty: 3384.349854
	Iteration 12Q: 3 clusters Score -105936 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -105956.710938 Penalty: 3384.349854
	Iteration 13Q: 3 clusters Score -105956.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -105969.867188 Penalty: 3384.349854
	Iteration 14Q: 3 clusters Score -105969.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -105976.703125 Penalty: 3384.349854
	Iteration 15Q: 3 clusters Score -105976.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -105979.765625 Penalty: 3384.349854
	Iteration 16Q: 3 clusters Score -105979.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -105979.765625 Penalty: 3384.349854
	Iteration 17F: 3 clusters Score -105979.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (180103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180103 members 
Entering Unmasked Estep 
Score: -22401498.000000 Penalty: 3001.118408
	Iteration 0F: 2 clusters Score -2.24015e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89759 members 
Mstep: Class 2 contains 90344 members 
Entering Unmasked Estep 
Score: -22282666.000000 Penalty: 6002.236816
	Iteration 0F: 3 clusters Score -2.228267e+07 nChanged 86089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83412 members 
Mstep: Class 2 contains 96691 members 
Entering Unmasked Estep 
Score: -22333366.000000 Penalty: 6002.236816
	Iteration 1F: 3 clusters Score -2.233337e+07 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79300 members 
Mstep: Class 2 contains 100803 members 
Entering Unmasked Estep 
Score: -22335504.000000 Penalty: 6002.236816
	Iteration 2Q: 3 clusters Score -2.23355e+07 nChanged 8609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72991 members 
Mstep: Class 2 contains 107112 members 
Entering Unmasked Estep 
Score: -22339358.000000 Penalty: 6002.236816
	Iteration 3Q: 3 clusters Score -2.233936e+07 nChanged 11158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63841 members 
Mstep: Class 2 contains 116262 members 
Entering Unmasked Estep 
Score: -22345666.000000 Penalty: 6002.236816
	Iteration 4F: 3 clusters Score -2.234567e+07 nChanged 14147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51458 members 
Mstep: Class 2 contains 128645 members 
Entering Unmasked Estep 
Score: -22356438.000000 Penalty: 6002.236816
	Iteration 5F: 3 clusters Score -2.235644e+07 nChanged 15215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37439 members 
Mstep: Class 2 contains 142664 members 
Entering Unmasked Estep 
Score: -22370070.000000 Penalty: 6002.236816
	Iteration 6F: 3 clusters Score -2.237007e+07 nChanged 13102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 154942 members 
Entering Unmasked Estep 
Score: -22382756.000000 Penalty: 6002.236816
	Iteration 7F: 3 clusters Score -2.238276e+07 nChanged 8373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 162557 members 
Entering Unmasked Estep 
Score: -22390512.000000 Penalty: 6002.236816
	Iteration 8Q: 3 clusters Score -2.239051e+07 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 166404 members 
Entering Unmasked Estep 
Score: -22394410.000000 Penalty: 6002.236816
	Iteration 9Q: 3 clusters Score -2.239441e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 168484 members 
Entering Unmasked Estep 
Score: -22396094.000000 Penalty: 6002.236816
	Iteration 10Q: 3 clusters Score -2.239609e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 169941 members 
Entering Unmasked Estep 
Score: -22397068.000000 Penalty: 6002.236816
	Iteration 11Q: 3 clusters Score -2.239707e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 171143 members 
Entering Unmasked Estep 
Score: -22397714.000000 Penalty: 6002.236816
	Iteration 12Q: 3 clusters Score -2.239771e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 172154 members 
Entering Unmasked Estep 
Score: -22398008.000000 Penalty: 6002.236816
	Iteration 13Q: 3 clusters Score -2.239801e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 172994 members 
Entering Unmasked Estep 
Score: -22398316.000000 Penalty: 6002.236816
	Iteration 14Q: 3 clusters Score -2.239832e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 173706 members 
Entering Unmasked Estep 
Score: -22398522.000000 Penalty: 6002.236816
	Iteration 15Q: 3 clusters Score -2.239852e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 174299 members 
Entering Unmasked Estep 
Score: -22398716.000000 Penalty: 6002.236816
	Iteration 16Q: 3 clusters Score -2.239872e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 174805 members 
Entering Unmasked Estep 
Score: -22398920.000000 Penalty: 6002.236816
	Iteration 17Q: 3 clusters Score -2.239892e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 175276 members 
Entering Unmasked Estep 
Score: -22399044.000000 Penalty: 6002.236816
	Iteration 18Q: 3 clusters Score -2.239904e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 175676 members 
Entering Unmasked Estep 
Score: -22399128.000000 Penalty: 6002.236816
	Iteration 19Q: 3 clusters Score -2.239913e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 175985 members 
Entering Unmasked Estep 
Score: -22399220.000000 Penalty: 6002.236816
	Iteration 20F: 3 clusters Score -2.239922e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 176256 members 
Entering Unmasked Estep 
Score: -22399306.000000 Penalty: 6002.236816
	Iteration 21Q: 3 clusters Score -2.239931e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 176493 members 
Entering Unmasked Estep 
Score: -22399372.000000 Penalty: 6002.236816
	Iteration 22Q: 3 clusters Score -2.239937e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 176689 members 
Entering Unmasked Estep 
Score: -22399364.000000 Penalty: 6002.236816
	Iteration 23Q: 3 clusters Score -2.239936e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 176859 members 
Entering Unmasked Estep 
Score: -22399424.000000 Penalty: 6002.236816
	Iteration 24Q: 3 clusters Score -2.239942e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 177013 members 
Entering Unmasked Estep 
Score: -22399442.000000 Penalty: 6002.236816
	Iteration 25Q: 3 clusters Score -2.239944e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 177141 members 
Entering Unmasked Estep 
Score: -22399474.000000 Penalty: 6002.236816
	Iteration 26Q: 3 clusters Score -2.239947e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 177247 members 
Entering Unmasked Estep 
Score: -22399504.000000 Penalty: 6002.236816
	Iteration 27Q: 3 clusters Score -2.23995e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 177345 members 
Entering Unmasked Estep 
Score: -22399446.000000 Penalty: 6002.236816
	Iteration 28Q: 3 clusters Score -2.239945e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 177435 members 
Entering Unmasked Estep 
Score: -22399448.000000 Penalty: 6002.236816
	Iteration 29Q: 3 clusters Score -2.239945e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 177512 members 
Entering Unmasked Estep 
Score: -22399504.000000 Penalty: 6002.236816
	Iteration 30Q: 3 clusters Score -2.23995e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 177590 members 
Entering Unmasked Estep 
Score: -22399540.000000 Penalty: 6002.236816
	Iteration 31Q: 3 clusters Score -2.239954e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 177652 members 
Entering Unmasked Estep 
Score: -22399508.000000 Penalty: 6002.236816
	Iteration 32Q: 3 clusters Score -2.239951e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 177694 members 
Entering Unmasked Estep 
Score: -22399470.000000 Penalty: 6002.236816
	Iteration 33Q: 3 clusters Score -2.239947e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 177738 members 
Entering Unmasked Estep 
Score: -22399486.000000 Penalty: 6002.236816
	Iteration 34Q: 3 clusters Score -2.239949e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 177773 members 
Entering Unmasked Estep 
Score: -22399514.000000 Penalty: 6002.236816
	Iteration 35Q: 3 clusters Score -2.239951e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 177805 members 
Entering Unmasked Estep 
Score: -22399510.000000 Penalty: 6002.236816
	Iteration 36Q: 3 clusters Score -2.239951e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 177829 members 
Entering Unmasked Estep 
Score: -22399522.000000 Penalty: 6002.236816
	Iteration 37Q: 3 clusters Score -2.239952e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 177853 members 
Entering Unmasked Estep 
Score: -22399516.000000 Penalty: 6002.236816
	Iteration 38Q: 3 clusters Score -2.239952e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 177877 members 
Entering Unmasked Estep 
Score: -22399506.000000 Penalty: 6002.236816
	Iteration 39Q: 3 clusters Score -2.239951e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 177898 members 
Entering Unmasked Estep 
Score: -22399506.000000 Penalty: 6002.236816
	Iteration 40F: 3 clusters Score -2.239951e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 177930 members 
Entering Unmasked Estep 
Score: -22399520.000000 Penalty: 6002.236816
	Iteration 41Q: 3 clusters Score -2.239952e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 177965 members 
Entering Unmasked Estep 
Score: -22399518.000000 Penalty: 6002.236816
	Iteration 42Q: 3 clusters Score -2.239952e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 178006 members 
Entering Unmasked Estep 
Score: -22399540.000000 Penalty: 6002.236816
	Iteration 43Q: 3 clusters Score -2.239954e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 178044 members 
Entering Unmasked Estep 
Score: -22399546.000000 Penalty: 6002.236816
	Iteration 44Q: 3 clusters Score -2.239955e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 178072 members 
Entering Unmasked Estep 
Score: -22399562.000000 Penalty: 6002.236816
	Iteration 45Q: 3 clusters Score -2.239956e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 178097 members 
Entering Unmasked Estep 
Score: -22399574.000000 Penalty: 6002.236816
	Iteration 46Q: 3 clusters Score -2.239957e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 178122 members 
Entering Unmasked Estep 
Score: -22399574.000000 Penalty: 6002.236816
	Iteration 47Q: 3 clusters Score -2.239957e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 178149 members 
Entering Unmasked Estep 
Score: -22399562.000000 Penalty: 6002.236816
	Iteration 48Q: 3 clusters Score -2.239956e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 178177 members 
Entering Unmasked Estep 
Score: -22399586.000000 Penalty: 6002.236816
	Iteration 49Q: 3 clusters Score -2.239959e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 178202 members 
Entering Unmasked Estep 
Score: -22399590.000000 Penalty: 6002.236816
	Iteration 50Q: 3 clusters Score -2.239959e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 178221 members 
Entering Unmasked Estep 
Score: -22399604.000000 Penalty: 6002.236816
	Iteration 51Q: 3 clusters Score -2.23996e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 178239 members 
Entering Unmasked Estep 
Score: -22399576.000000 Penalty: 6002.236816
	Iteration 52Q: 3 clusters Score -2.239958e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 178252 members 
Entering Unmasked Estep 
Score: -22399586.000000 Penalty: 6002.236816
	Iteration 53Q: 3 clusters Score -2.239959e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 178260 members 
Entering Unmasked Estep 
Score: -22399580.000000 Penalty: 6002.236816
	Iteration 54Q: 3 clusters Score -2.239958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 178263 members 
Entering Unmasked Estep 
Score: -22399570.000000 Penalty: 6002.236816
	Iteration 55Q: 3 clusters Score -2.239957e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 178263 members 
Entering Unmasked Estep 
Score: -22399572.000000 Penalty: 6002.236816
	Iteration 56Q: 3 clusters Score -2.239957e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 178266 members 
Entering Unmasked Estep 
Score: -22399566.000000 Penalty: 6002.236816
	Iteration 57Q: 3 clusters Score -2.239957e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 178268 members 
Entering Unmasked Estep 
Score: -22399572.000000 Penalty: 6002.236816
	Iteration 58Q: 3 clusters Score -2.239957e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 178270 members 
Entering Unmasked Estep 
Score: -22399572.000000 Penalty: 6002.236816
	Iteration 59Q: 3 clusters Score -2.239957e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 178270 members 
Entering Unmasked Estep 
Score: -22399572.000000 Penalty: 6002.236816
	Iteration 60F: 3 clusters Score -2.239957e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Entering Unmasked Estep 
Score: -26279.392578 Penalty: 1390.238892
	Iteration 0F: 2 clusters Score -26279.39 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 148 members 
Entering Unmasked Estep 
Score: -25100.623047 Penalty: 2780.477783
	Iteration 0F: 3 clusters Score -25100.62 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -25200.984375 Penalty: 2780.477783
	Iteration 1F: 3 clusters Score -25200.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25225.740234 Penalty: 2780.477783
	Iteration 2Q: 3 clusters Score -25225.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -25253.265625 Penalty: 2780.477783
	Iteration 3Q: 3 clusters Score -25253.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -25262.671875 Penalty: 2780.477783
	Iteration 4Q: 3 clusters Score -25262.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -25266.267578 Penalty: 2780.477783
	Iteration 5Q: 3 clusters Score -25266.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25277.830078 Penalty: 2780.477783
	Iteration 6Q: 3 clusters Score -25277.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25277.830078 Penalty: 2780.477783
	Iteration 7F: 3 clusters Score -25277.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Entering Unmasked Estep 
Score: -316139.656250 Penalty: 1967.936890
	Iteration 0F: 2 clusters Score -316139.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -313070.343750 Penalty: 3935.873779
	Iteration 0F: 3 clusters Score -313070.3 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -313685.187500 Penalty: 3935.873779
	Iteration 1F: 3 clusters Score -313685.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -313860.062500 Penalty: 3935.873779
	Iteration 2F: 3 clusters Score -313860.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -313993.656250 Penalty: 3935.873779
	Iteration 3Q: 3 clusters Score -313993.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -314089.812500 Penalty: 3935.873779
	Iteration 4Q: 3 clusters Score -314089.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -314168.562500 Penalty: 3935.873779
	Iteration 5Q: 3 clusters Score -314168.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -314230.093750 Penalty: 3935.873779
	Iteration 6Q: 3 clusters Score -314230.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -314278.562500 Penalty: 3935.873779
	Iteration 7Q: 3 clusters Score -314278.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -314335.343750 Penalty: 3935.873779
	Iteration 8Q: 3 clusters Score -314335.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -314391.875000 Penalty: 3935.873779
	Iteration 9Q: 3 clusters Score -314391.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -314452.781250 Penalty: 3935.873779
	Iteration 10Q: 3 clusters Score -314452.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -314516.593750 Penalty: 3935.873779
	Iteration 11Q: 3 clusters Score -314516.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -314574.218750 Penalty: 3935.873779
	Iteration 12Q: 3 clusters Score -314574.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -314620.000000 Penalty: 3935.873779
	Iteration 13Q: 3 clusters Score -314620 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -314673.031250 Penalty: 3935.873779
	Iteration 14Q: 3 clusters Score -314673 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -314725.656250 Penalty: 3935.873779
	Iteration 15Q: 3 clusters Score -314725.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -314766.187500 Penalty: 3935.873779
	Iteration 16Q: 3 clusters Score -314766.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -314793.593750 Penalty: 3935.873779
	Iteration 17Q: 3 clusters Score -314793.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -314813.031250 Penalty: 3935.873779
	Iteration 18Q: 3 clusters Score -314813 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -314834.968750 Penalty: 3935.873779
	Iteration 19Q: 3 clusters Score -314835 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -314852.437500 Penalty: 3935.873779
	Iteration 20F: 3 clusters Score -314852.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -314863.062500 Penalty: 3935.873779
	Iteration 21Q: 3 clusters Score -314863.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -314874.000000 Penalty: 3935.873779
	Iteration 22Q: 3 clusters Score -314874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -314886.593750 Penalty: 3935.873779
	Iteration 23Q: 3 clusters Score -314886.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -314895.343750 Penalty: 3935.873779
	Iteration 24Q: 3 clusters Score -314895.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -314905.781250 Penalty: 3935.873779
	Iteration 25Q: 3 clusters Score -314905.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -314916.968750 Penalty: 3935.873779
	Iteration 26Q: 3 clusters Score -314917 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -314932.875000 Penalty: 3935.873779
	Iteration 27Q: 3 clusters Score -314932.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -314946.437500 Penalty: 3935.873779
	Iteration 28Q: 3 clusters Score -314946.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -314956.156250 Penalty: 3935.873779
	Iteration 29Q: 3 clusters Score -314956.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -314969.656250 Penalty: 3935.873779
	Iteration 30Q: 3 clusters Score -314969.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -314986.656250 Penalty: 3935.873779
	Iteration 31Q: 3 clusters Score -314986.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -314998.437500 Penalty: 3935.873779
	Iteration 32Q: 3 clusters Score -314998.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -315010.125000 Penalty: 3935.873779
	Iteration 33Q: 3 clusters Score -315010.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -315015.312500 Penalty: 3935.873779
	Iteration 34Q: 3 clusters Score -315015.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -315018.156250 Penalty: 3935.873779
	Iteration 35Q: 3 clusters Score -315018.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -315022.000000 Penalty: 3935.873779
	Iteration 36Q: 3 clusters Score -315022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -315027.343750 Penalty: 3935.873779
	Iteration 37Q: 3 clusters Score -315027.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -315034.875000 Penalty: 3935.873779
	Iteration 38Q: 3 clusters Score -315034.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -315041.250000 Penalty: 3935.873779
	Iteration 39Q: 3 clusters Score -315041.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -315045.468750 Penalty: 3935.873779
	Iteration 40F: 3 clusters Score -315045.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -315048.937500 Penalty: 3935.873779
	Iteration 41Q: 3 clusters Score -315048.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -315052.437500 Penalty: 3935.873779
	Iteration 42Q: 3 clusters Score -315052.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -315054.718750 Penalty: 3935.873779
	Iteration 43Q: 3 clusters Score -315054.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -315056.218750 Penalty: 3935.873779
	Iteration 44Q: 3 clusters Score -315056.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -315056.250000 Penalty: 3935.873779
	Iteration 45Q: 3 clusters Score -315056.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -315056.250000 Penalty: 3935.873779
	Iteration 46F: 3 clusters Score -315056.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Entering Unmasked Estep 
Score: -1974728.125000 Penalty: 2393.809814
	Iteration 0F: 2 clusters Score -1974728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -1963600.875000 Penalty: 4787.619629
	Iteration 0F: 3 clusters Score -1963601 nChanged 6619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1967147.125000 Penalty: 4787.619629
	Iteration 1F: 3 clusters Score -1967147 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1967516.000000 Penalty: 4787.619629
	Iteration 2F: 3 clusters Score -1967516 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1967744.500000 Penalty: 4787.619629
	Iteration 3Q: 3 clusters Score -1967744 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1967940.875000 Penalty: 4787.619629
	Iteration 4Q: 3 clusters Score -1967941 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1968117.875000 Penalty: 4787.619629
	Iteration 5Q: 3 clusters Score -1968118 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1968362.375000 Penalty: 4787.619629
	Iteration 6Q: 3 clusters Score -1968362 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1968696.000000 Penalty: 4787.619629
	Iteration 7Q: 3 clusters Score -1968696 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11288 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1969186.500000 Penalty: 4787.619629
	Iteration 8F: 3 clusters Score -1969186 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1969821.250000 Penalty: 4787.619629
	Iteration 9F: 3 clusters Score -1969821 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1970624.875000 Penalty: 4787.619629
	Iteration 10F: 3 clusters Score -1970625 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1971399.125000 Penalty: 4787.619629
	Iteration 11F: 3 clusters Score -1971399 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14371 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1971941.375000 Penalty: 4787.619629
	Iteration 12Q: 3 clusters Score -1971941 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1972245.875000 Penalty: 4787.619629
	Iteration 13Q: 3 clusters Score -1972246 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1972397.375000 Penalty: 4787.619629
	Iteration 14Q: 3 clusters Score -1972397 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1972492.625000 Penalty: 4787.619629
	Iteration 15Q: 3 clusters Score -1972493 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1972565.875000 Penalty: 4787.619629
	Iteration 16Q: 3 clusters Score -1972566 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1972616.750000 Penalty: 4787.619629
	Iteration 17Q: 3 clusters Score -1972617 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1972636.750000 Penalty: 4787.619629
	Iteration 18Q: 3 clusters Score -1972637 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1972650.000000 Penalty: 4787.619629
	Iteration 19Q: 3 clusters Score -1972650 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1972672.000000 Penalty: 4787.619629
	Iteration 20F: 3 clusters Score -1972672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1972684.000000 Penalty: 4787.619629
	Iteration 21Q: 3 clusters Score -1972684 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1972692.250000 Penalty: 4787.619629
	Iteration 22Q: 3 clusters Score -1972692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1972698.625000 Penalty: 4787.619629
	Iteration 23Q: 3 clusters Score -1972699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1972705.750000 Penalty: 4787.619629
	Iteration 24Q: 3 clusters Score -1972706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1972708.375000 Penalty: 4787.619629
	Iteration 25Q: 3 clusters Score -1972708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1972712.000000 Penalty: 4787.619629
	Iteration 26Q: 3 clusters Score -1972712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1972715.625000 Penalty: 4787.619629
	Iteration 27Q: 3 clusters Score -1972716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1972720.375000 Penalty: 4787.619629
	Iteration 28Q: 3 clusters Score -1972720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1972725.000000 Penalty: 4787.619629
	Iteration 29Q: 3 clusters Score -1972725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -1972727.625000 Penalty: 4787.619629
	Iteration 30Q: 3 clusters Score -1972728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1972728.000000 Penalty: 4787.619629
	Iteration 31Q: 3 clusters Score -1972728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1972730.750000 Penalty: 4787.619629
	Iteration 32Q: 3 clusters Score -1972731 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1972730.750000 Penalty: 4787.619629
	Iteration 33F: 3 clusters Score -1972731 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (36010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36010 members 
Entering Unmasked Estep 
Score: -4550727.500000 Penalty: 2601.905029
	Iteration 0F: 2 clusters Score -4550728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -4526202.500000 Penalty: 5203.810059
	Iteration 0F: 3 clusters Score -4526202 nChanged 16359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -4535163.000000 Penalty: 5203.810059
	Iteration 1F: 3 clusters Score -4535163 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -4535738.500000 Penalty: 5203.810059
	Iteration 2Q: 3 clusters Score -4535738 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -4536494.500000 Penalty: 5203.810059
	Iteration 3Q: 3 clusters Score -4536494 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -4537537.000000 Penalty: 5203.810059
	Iteration 4F: 3 clusters Score -4537537 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -4539123.500000 Penalty: 5203.810059
	Iteration 5F: 3 clusters Score -4539124 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 28768 members 
Entering Unmasked Estep 
Score: -4541470.500000 Penalty: 5203.810059
	Iteration 6F: 3 clusters Score -4541470 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 31720 members 
Entering Unmasked Estep 
Score: -4544236.000000 Penalty: 5203.810059
	Iteration 7F: 3 clusters Score -4544236 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -4546531.500000 Penalty: 5203.810059
	Iteration 8F: 3 clusters Score -4546532 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -4547712.000000 Penalty: 5203.810059
	Iteration 9Q: 3 clusters Score -4547712 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -4548098.000000 Penalty: 5203.810059
	Iteration 10Q: 3 clusters Score -4548098 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 35671 members 
Entering Unmasked Estep 
Score: -4548243.500000 Penalty: 5203.810059
	Iteration 11Q: 3 clusters Score -4548244 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 35718 members 
Entering Unmasked Estep 
Score: -4548308.500000 Penalty: 5203.810059
	Iteration 12Q: 3 clusters Score -4548308 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 35746 members 
Entering Unmasked Estep 
Score: -4548346.500000 Penalty: 5203.810059
	Iteration 13Q: 3 clusters Score -4548346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 35756 members 
Entering Unmasked Estep 
Score: -4548379.000000 Penalty: 5203.810059
	Iteration 14Q: 3 clusters Score -4548379 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -4548385.500000 Penalty: 5203.810059
	Iteration 15Q: 3 clusters Score -4548386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 35759 members 
Entering Unmasked Estep 
Score: -4548398.000000 Penalty: 5203.810059
	Iteration 16Q: 3 clusters Score -4548398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 35759 members 
Entering Unmasked Estep 
Score: -4548406.500000 Penalty: 5203.810059
	Iteration 17Q: 3 clusters Score -4548406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 35761 members 
Entering Unmasked Estep 
Score: -4548412.500000 Penalty: 5203.810059
	Iteration 18Q: 3 clusters Score -4548412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
Score: -4548414.000000 Penalty: 5203.810059
	Iteration 19Q: 3 clusters Score -4548414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -4548417.500000 Penalty: 5203.810059
	Iteration 20F: 3 clusters Score -4548418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Entering Unmasked Estep 
Score: -845003.562500 Penalty: 2183.509766
	Iteration 0F: 2 clusters Score -845003.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -839438.500000 Penalty: 4367.019531
	Iteration 0F: 3 clusters Score -839438.5 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -840880.437500 Penalty: 4367.019531
	Iteration 1F: 3 clusters Score -840880.4 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -841159.250000 Penalty: 4367.019531
	Iteration 2F: 3 clusters Score -841159.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -841315.125000 Penalty: 4367.019531
	Iteration 3F: 3 clusters Score -841315.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -841426.062500 Penalty: 4367.019531
	Iteration 4Q: 3 clusters Score -841426.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -841512.812500 Penalty: 4367.019531
	Iteration 5Q: 3 clusters Score -841512.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -841581.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -841641.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -841706.562500 Penalty: 4367.019531
	Iteration 8Q: 3 clusters Score -841706.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -841774.687500 Penalty: 4367.019531
	Iteration 9Q: 3 clusters Score -841774.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -841834.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -841909.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -842015.000000 Penalty: 4367.019531
	Iteration 12Q: 3 clusters Score -842015 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -842115.250000 Penalty: 4367.019531
	Iteration 13Q: 3 clusters Score -842115.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -842205.125000 Penalty: 4367.019531
	Iteration 14Q: 3 clusters Score -842205.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -842309.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -842423.062500 Penalty: 4367.019531
	Iteration 16Q: 3 clusters Score -842423.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -842534.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -842630.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -842716.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -842785.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -842843.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -842875 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -842912.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -842940.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -842966.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -842989.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -843003.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -843026.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -843043.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -843057.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -843061.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -843072.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -843084.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -843091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -843100.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -843104.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -843106.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -843107.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -843108.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -843108.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 63681 members 
Mstep: Class 3 contains 13954 members 
Mstep: Class 4 contains 263914 members 
Mstep: Class 5 contains 4202 members 
Mstep: Class 6 contains 17273 members 
Mstep: Class 7 contains 2331 members 
Mstep: Class 8 contains 28280 members 
Mstep: Class 9 contains 5654 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 93393 members 
Mstep: Class 12 contains 21277 members 
Mstep: Class 13 contains 37624 members 
Mstep: Class 14 contains 4569 members 
Mstep: Class 15 contains 518 members 
Mstep: Class 16 contains 54763 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 180103 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2794 members 
Mstep: Class 21 contains 15560 members 
Mstep: Class 22 contains 36010 members 
Mstep: Class 23 contains 6664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778632.000000 Penalty: 77926.218750
Iteration 159Q: 24 clusters Score -1.047786e+08 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 63634 members 
Mstep: Class 3 contains 13949 members 
Mstep: Class 4 contains 264187 members 
Mstep: Class 5 contains 4209 members 
Mstep: Class 6 contains 17276 members 
Mstep: Class 7 contains 2329 members 
Mstep: Class 8 contains 28276 members 
Mstep: Class 9 contains 5654 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 93525 members 
Mstep: Class 12 contains 21273 members 
Mstep: Class 13 contains 37632 members 
Mstep: Class 14 contains 4573 members 
Mstep: Class 15 contains 518 members 
Mstep: Class 16 contains 54758 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 179640 members 
Mstep: Class 19 contains 271 members 
Mstep: Class 20 contains 2793 members 
Mstep: Class 21 contains 15677 members 
Mstep: Class 22 contains 36004 members 
Mstep: Class 23 contains 6664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778320.000000 Penalty: 77926.218750
Iteration 160F: 24 clusters Score -1.047783e+08 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 63589 members 
Mstep: Class 3 contains 13942 members 
Mstep: Class 4 contains 264481 members 
Mstep: Class 5 contains 4205 members 
Mstep: Class 6 contains 17275 members 
Mstep: Class 7 contains 2329 members 
Mstep: Class 8 contains 28292 members 
Mstep: Class 9 contains 5654 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 93647 members 
Mstep: Class 12 contains 21268 members 
Mstep: Class 13 contains 37635 members 
Mstep: Class 14 contains 4576 members 
Mstep: Class 15 contains 518 members 
Mstep: Class 16 contains 54756 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 179159 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 2795 members 
Mstep: Class 21 contains 15789 members 
Mstep: Class 22 contains 36001 members 
Mstep: Class 23 contains 6665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778320.000000 Penalty: 77926.218750
Iteration 161Q: 24 clusters Score -1.047783e+08 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 63533 members 
Mstep: Class 3 contains 13934 members 
Mstep: Class 4 contains 264785 members 
Mstep: Class 5 contains 4205 members 
Mstep: Class 6 contains 17267 members 
Mstep: Class 7 contains 2328 members 
Mstep: Class 8 contains 28302 members 
Mstep: Class 9 contains 5655 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 93739 members 
Mstep: Class 12 contains 21267 members 
Mstep: Class 13 contains 37639 members 
Mstep: Class 14 contains 4578 members 
Mstep: Class 15 contains 518 members 
Mstep: Class 16 contains 54752 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 178743 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2796 members 
Mstep: Class 21 contains 15875 members 
Mstep: Class 22 contains 35996 members 
Mstep: Class 23 contains 6665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778144.000000 Penalty: 77926.218750
Iteration 162Q: 24 clusters Score -1.047781e+08 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 63482 members 
Mstep: Class 3 contains 13924 members 
Mstep: Class 4 contains 265057 members 
Mstep: Class 5 contains 4209 members 
Mstep: Class 6 contains 17265 members 
Mstep: Class 7 contains 2326 members 
Mstep: Class 8 contains 28319 members 
Mstep: Class 9 contains 5656 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 93831 members 
Mstep: Class 12 contains 21266 members 
Mstep: Class 13 contains 37641 members 
Mstep: Class 14 contains 4579 members 
Mstep: Class 15 contains 518 members 
Mstep: Class 16 contains 54746 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 178339 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2798 members 
Mstep: Class 21 contains 15963 members 
Mstep: Class 22 contains 35993 members 
Mstep: Class 23 contains 6665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778408.000000 Penalty: 77926.218750
Iteration 163Q: 24 clusters Score -1.047784e+08 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 63442 members 
Mstep: Class 3 contains 13928 members 
Mstep: Class 4 contains 265276 members 
Mstep: Class 5 contains 4206 members 
Mstep: Class 6 contains 17269 members 
Mstep: Class 7 contains 2326 members 
Mstep: Class 8 contains 28331 members 
Mstep: Class 9 contains 5656 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 93913 members 
Mstep: Class 12 contains 21265 members 
Mstep: Class 13 contains 37646 members 
Mstep: Class 14 contains 4579 members 
Mstep: Class 15 contains 518 members 
Mstep: Class 16 contains 54740 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 177980 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2799 members 
Mstep: Class 21 contains 16044 members 
Mstep: Class 22 contains 35992 members 
Mstep: Class 23 contains 6665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778440.000000 Penalty: 77926.218750
Iteration 164Q: 24 clusters Score -1.047784e+08 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 63402 members 
Mstep: Class 3 contains 13934 members 
Mstep: Class 4 contains 265500 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 17269 members 
Mstep: Class 7 contains 2326 members 
Mstep: Class 8 contains 28329 members 
Mstep: Class 9 contains 5656 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 93995 members 
Mstep: Class 12 contains 21264 members 
Mstep: Class 13 contains 37648 members 
Mstep: Class 14 contains 4581 members 
Mstep: Class 15 contains 518 members 
Mstep: Class 16 contains 54741 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 177626 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2799 members 
Mstep: Class 21 contains 16129 members 
Mstep: Class 22 contains 35998 members 
Mstep: Class 23 contains 6665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778584.000000 Penalty: 77926.218750
Iteration 165Q: 24 clusters Score -1.047786e+08 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 63357 members 
Mstep: Class 3 contains 13943 members 
Mstep: Class 4 contains 265691 members 
Mstep: Class 5 contains 4195 members 
Mstep: Class 6 contains 17269 members 
Mstep: Class 7 contains 2325 members 
Mstep: Class 8 contains 28354 members 
Mstep: Class 9 contains 5656 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 94071 members 
Mstep: Class 12 contains 21273 members 
Mstep: Class 13 contains 37650 members 
Mstep: Class 14 contains 4583 members 
Mstep: Class 15 contains 518 members 
Mstep: Class 16 contains 54723 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 177316 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2799 members 
Mstep: Class 21 contains 16191 members 
Mstep: Class 22 contains 35999 members 
Mstep: Class 23 contains 6665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778392.000000 Penalty: 77926.218750
Iteration 166Q: 24 clusters Score -1.047784e+08 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 63334 members 
Mstep: Class 3 contains 13951 members 
Mstep: Class 4 contains 265862 members 
Mstep: Class 5 contains 4190 members 
Mstep: Class 6 contains 17274 members 
Mstep: Class 7 contains 2326 members 
Mstep: Class 8 contains 28372 members 
Mstep: Class 9 contains 5656 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 94126 members 
Mstep: Class 12 contains 21280 members 
Mstep: Class 13 contains 37653 members 
Mstep: Class 14 contains 4584 members 
Mstep: Class 15 contains 518 members 
Mstep: Class 16 contains 54713 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 177019 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2799 members 
Mstep: Class 21 contains 16255 members 
Mstep: Class 22 contains 36002 members 
Mstep: Class 23 contains 6665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778184.000000 Penalty: 77926.218750
Iteration 167Q: 24 clusters Score -1.047782e+08 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 63298 members 
Mstep: Class 3 contains 13959 members 
Mstep: Class 4 contains 266028 members 
Mstep: Class 5 contains 4190 members 
Mstep: Class 6 contains 17278 members 
Mstep: Class 7 contains 2325 members 
Mstep: Class 8 contains 28384 members 
Mstep: Class 9 contains 5655 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 94206 members 
Mstep: Class 12 contains 21287 members 
Mstep: Class 13 contains 37655 members 
Mstep: Class 14 contains 4585 members 
Mstep: Class 15 contains 518 members 
Mstep: Class 16 contains 54708 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 176730 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2799 members 
Mstep: Class 21 contains 16309 members 
Mstep: Class 22 contains 36002 members 
Mstep: Class 23 contains 6665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777840.000000 Penalty: 77926.218750
Iteration 168Q: 24 clusters Score -1.047778e+08 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 63278 members 
Mstep: Class 3 contains 13959 members 
Mstep: Class 4 contains 266196 members 
Mstep: Class 5 contains 4186 members 
Mstep: Class 6 contains 17281 members 
Mstep: Class 7 contains 2326 members 
Mstep: Class 8 contains 28397 members 
Mstep: Class 9 contains 5656 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 94292 members 
Mstep: Class 12 contains 21293 members 
Mstep: Class 13 contains 37654 members 
Mstep: Class 14 contains 4586 members 
Mstep: Class 15 contains 518 members 
Mstep: Class 16 contains 54705 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 176432 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2800 members 
Mstep: Class 21 contains 16354 members 
Mstep: Class 22 contains 36004 members 
Mstep: Class 23 contains 6665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777728.000000 Penalty: 77926.218750
Iteration 169Q: 24 clusters Score -1.047777e+08 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 63274 members 
Mstep: Class 3 contains 13961 members 
Mstep: Class 4 contains 266344 members 
Mstep: Class 5 contains 4191 members 
Mstep: Class 6 contains 17297 members 
Mstep: Class 7 contains 2326 members 
Mstep: Class 8 contains 28409 members 
Mstep: Class 9 contains 5656 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 94369 members 
Mstep: Class 12 contains 21301 members 
Mstep: Class 13 contains 37659 members 
Mstep: Class 14 contains 4587 members 
Mstep: Class 15 contains 518 members 
Mstep: Class 16 contains 54695 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 176114 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2801 members 
Mstep: Class 21 contains 16414 members 
Mstep: Class 22 contains 36000 members 
Mstep: Class 23 contains 6666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777800.000000 Penalty: 77926.218750
Iteration 170Q: 24 clusters Score -1.047778e+08 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 63267 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 266469 members 
Mstep: Class 5 contains 4191 members 
Mstep: Class 6 contains 17306 members 
Mstep: Class 7 contains 2325 members 
Mstep: Class 8 contains 28424 members 
Mstep: Class 9 contains 5656 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 94445 members 
Mstep: Class 12 contains 21314 members 
Mstep: Class 13 contains 37666 members 
Mstep: Class 14 contains 4590 members 
Mstep: Class 15 contains 518 members 
Mstep: Class 16 contains 54683 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 175826 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2801 members 
Mstep: Class 21 contains 16476 members 
Mstep: Class 22 contains 35997 members 
Mstep: Class 23 contains 6666 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 171Q: 24 clusters Score -1.047781e+08 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 63261 members 
Mstep: Class 3 contains 13965 members 
Mstep: Class 4 contains 266540 members 
Mstep: Class 5 contains 4196 members 
Mstep: Class 6 contains 17321 members 
Mstep: Class 7 contains 2326 members 
Mstep: Class 8 contains 28427 members 
Mstep: Class 9 contains 5657 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 94511 members 
Mstep: Class 12 contains 21318 members 
Mstep: Class 13 contains 37668 members 
Mstep: Class 14 contains 4592 members 
Mstep: Class 15 contains 518 members 
Mstep: Class 16 contains 54667 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 175621 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2802 members 
Mstep: Class 21 contains 16525 members 
Mstep: Class 22 contains 36001 members 
Mstep: Class 23 contains 6666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778128.000000 Penalty: 77926.218750
Iteration 172Q: 24 clusters Score -1.047781e+08 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 63239 members 
Mstep: Class 3 contains 13967 members 
Mstep: Class 4 contains 266643 members 
Mstep: Class 5 contains 4191 members 
Mstep: Class 6 contains 17346 members 
Mstep: Class 7 contains 2325 members 
Mstep: Class 8 contains 28441 members 
Mstep: Class 9 contains 5657 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 94591 members 
Mstep: Class 12 contains 21319 members 
Mstep: Class 13 contains 37670 members 
Mstep: Class 14 contains 4594 members 
Mstep: Class 15 contains 518 members 
Mstep: Class 16 contains 54657 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 175370 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2802 members 
Mstep: Class 21 contains 16585 members 
Mstep: Class 22 contains 36003 members 
Mstep: Class 23 contains 6666 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 173Q: 24 clusters Score -1.047783e+08 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 63225 members 
Mstep: Class 3 contains 13961 members 
Mstep: Class 4 contains 266774 members 
Mstep: Class 5 contains 4192 members 
Mstep: Class 6 contains 17359 members 
Mstep: Class 7 contains 2326 members 
Mstep: Class 8 contains 28451 members 
Mstep: Class 9 contains 5656 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 94657 members 
Mstep: Class 12 contains 21323 members 
Mstep: Class 13 contains 37679 members 
Mstep: Class 14 contains 4597 members 
Mstep: Class 15 contains 518 members 
Mstep: Class 16 contains 54649 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 175100 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2803 members 
Mstep: Class 21 contains 16648 members 
Mstep: Class 22 contains 36000 members 
Mstep: Class 23 contains 6666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778224.000000 Penalty: 77926.218750
Iteration 174Q: 24 clusters Score -1.047782e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 63220 members 
Mstep: Class 3 contains 13958 members 
Mstep: Class 4 contains 266887 members 
Mstep: Class 5 contains 4188 members 
Mstep: Class 6 contains 17363 members 
Mstep: Class 7 contains 2327 members 
Mstep: Class 8 contains 28456 members 
Mstep: Class 9 contains 5657 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 94716 members 
Mstep: Class 12 contains 21327 members 
Mstep: Class 13 contains 37682 members 
Mstep: Class 14 contains 4598 members 
Mstep: Class 15 contains 518 members 
Mstep: Class 16 contains 54640 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 174868 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2804 members 
Mstep: Class 21 contains 16709 members 
Mstep: Class 22 contains 36004 members 
Mstep: Class 23 contains 6666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778200.000000 Penalty: 77926.218750
Iteration 175Q: 24 clusters Score -1.047782e+08 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 63201 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 267056 members 
Mstep: Class 5 contains 4187 members 
Mstep: Class 6 contains 17368 members 
Mstep: Class 7 contains 2328 members 
Mstep: Class 8 contains 28464 members 
Mstep: Class 9 contains 5655 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 94784 members 
Mstep: Class 12 contains 21330 members 
Mstep: Class 13 contains 37681 members 
Mstep: Class 14 contains 4600 members 
Mstep: Class 15 contains 518 members 
Mstep: Class 16 contains 54630 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 174599 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2806 members 
Mstep: Class 21 contains 16747 members 
Mstep: Class 22 contains 36006 members 
Mstep: Class 23 contains 6666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778336.000000 Penalty: 77926.218750
Iteration 176Q: 24 clusters Score -1.047783e+08 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 63184 members 
Mstep: Class 3 contains 13964 members 
Mstep: Class 4 contains 267219 members 
Mstep: Class 5 contains 4189 members 
Mstep: Class 6 contains 17378 members 
Mstep: Class 7 contains 2328 members 
Mstep: Class 8 contains 28473 members 
Mstep: Class 9 contains 5654 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 94838 members 
Mstep: Class 12 contains 21331 members 
Mstep: Class 13 contains 37687 members 
Mstep: Class 14 contains 4600 members 
Mstep: Class 15 contains 518 members 
Mstep: Class 16 contains 54621 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 174337 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2806 members 
Mstep: Class 21 contains 16791 members 
Mstep: Class 22 contains 36006 members 
Mstep: Class 23 contains 6666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778144.000000 Penalty: 77926.218750
Iteration 177Q: 24 clusters Score -1.047781e+08 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 63180 members 
Mstep: Class 3 contains 13961 members 
Mstep: Class 4 contains 267360 members 
Mstep: Class 5 contains 4192 members 
Mstep: Class 6 contains 17389 members 
Mstep: Class 7 contains 2328 members 
Mstep: Class 8 contains 28474 members 
Mstep: Class 9 contains 5654 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 94930 members 
Mstep: Class 12 contains 21334 members 
Mstep: Class 13 contains 37685 members 
Mstep: Class 14 contains 4600 members 
Mstep: Class 15 contains 518 members 
Mstep: Class 16 contains 54614 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 174066 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2807 members 
Mstep: Class 21 contains 16832 members 
Mstep: Class 22 contains 36001 members 
Mstep: Class 23 contains 6666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778056.000000 Penalty: 77926.218750
Iteration 178Q: 24 clusters Score -1.047781e+08 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 63183 members 
Mstep: Class 3 contains 13958 members 
Mstep: Class 4 contains 267495 members 
Mstep: Class 5 contains 4191 members 
Mstep: Class 6 contains 17406 members 
Mstep: Class 7 contains 2328 members 
Mstep: Class 8 contains 28482 members 
Mstep: Class 9 contains 5654 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 95002 members 
Mstep: Class 12 contains 21332 members 
Mstep: Class 13 contains 37685 members 
Mstep: Class 14 contains 4599 members 
Mstep: Class 15 contains 518 members 
Mstep: Class 16 contains 54619 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 173782 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2807 members 
Mstep: Class 21 contains 16879 members 
Mstep: Class 22 contains 36005 members 
Mstep: Class 23 contains 6666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778080.000000 Penalty: 77926.218750
Iteration 179Q: 24 clusters Score -1.047781e+08 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 63183 members 
Mstep: Class 3 contains 13954 members 
Mstep: Class 4 contains 267659 members 
Mstep: Class 5 contains 4187 members 
Mstep: Class 6 contains 17423 members 
Mstep: Class 7 contains 2326 members 
Mstep: Class 8 contains 28484 members 
Mstep: Class 9 contains 5654 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 95081 members 
Mstep: Class 12 contains 21336 members 
Mstep: Class 13 contains 37685 members 
Mstep: Class 14 contains 4599 members 
Mstep: Class 15 contains 518 members 
Mstep: Class 16 contains 54608 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 173479 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2807 members 
Mstep: Class 21 contains 16929 members 
Mstep: Class 22 contains 36014 members 
Mstep: Class 23 contains 6666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778088.000000 Penalty: 77926.218750
Iteration 180F: 24 clusters Score -1.047781e+08 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 63188 members 
Mstep: Class 3 contains 13950 members 
Mstep: Class 4 contains 267822 members 
Mstep: Class 5 contains 4184 members 
Mstep: Class 6 contains 17431 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 28490 members 
Mstep: Class 9 contains 5654 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 95137 members 
Mstep: Class 12 contains 21339 members 
Mstep: Class 13 contains 37685 members 
Mstep: Class 14 contains 4601 members 
Mstep: Class 15 contains 518 members 
Mstep: Class 16 contains 54599 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 173196 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2807 members 
Mstep: Class 21 contains 16985 members 
Mstep: Class 22 contains 36018 members 
Mstep: Class 23 contains 6666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778136.000000 Penalty: 77926.218750
Iteration 181Q: 24 clusters Score -1.047781e+08 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 63202 members 
Mstep: Class 3 contains 13950 members 
Mstep: Class 4 contains 267989 members 
Mstep: Class 5 contains 4185 members 
Mstep: Class 6 contains 17446 members 
Mstep: Class 7 contains 2324 members 
Mstep: Class 8 contains 28496 members 
Mstep: Class 9 contains 5654 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 95197 members 
Mstep: Class 12 contains 21344 members 
Mstep: Class 13 contains 37683 members 
Mstep: Class 14 contains 4601 members 
Mstep: Class 15 contains 518 members 
Mstep: Class 16 contains 54588 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 172888 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2808 members 
Mstep: Class 21 contains 17039 members 
Mstep: Class 22 contains 36018 members 
Mstep: Class 23 contains 6666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778008.000000 Penalty: 77926.218750
Iteration 182Q: 24 clusters Score -1.04778e+08 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 63191 members 
Mstep: Class 3 contains 13952 members 
Mstep: Class 4 contains 268121 members 
Mstep: Class 5 contains 4186 members 
Mstep: Class 6 contains 17458 members 
Mstep: Class 7 contains 2325 members 
Mstep: Class 8 contains 28497 members 
Mstep: Class 9 contains 5655 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 95278 members 
Mstep: Class 12 contains 21342 members 
Mstep: Class 13 contains 37688 members 
Mstep: Class 14 contains 4601 members 
Mstep: Class 15 contains 518 members 
Mstep: Class 16 contains 54574 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 172625 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2811 members 
Mstep: Class 21 contains 17094 members 
Mstep: Class 22 contains 36015 members 
Mstep: Class 23 contains 6666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777944.000000 Penalty: 77926.218750
Iteration 183Q: 24 clusters Score -1.047779e+08 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 63190 members 
Mstep: Class 3 contains 13952 members 
Mstep: Class 4 contains 268261 members 
Mstep: Class 5 contains 4190 members 
Mstep: Class 6 contains 17474 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 28500 members 
Mstep: Class 9 contains 5655 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 95335 members 
Mstep: Class 12 contains 21346 members 
Mstep: Class 13 contains 37688 members 
Mstep: Class 14 contains 4602 members 
Mstep: Class 15 contains 518 members 
Mstep: Class 16 contains 54556 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 172365 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2812 members 
Mstep: Class 21 contains 17149 members 
Mstep: Class 22 contains 36017 members 
Mstep: Class 23 contains 6666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777784.000000 Penalty: 77926.218750
Iteration 184Q: 24 clusters Score -1.047778e+08 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 63178 members 
Mstep: Class 3 contains 13951 members 
Mstep: Class 4 contains 268382 members 
Mstep: Class 5 contains 4190 members 
Mstep: Class 6 contains 17482 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 28501 members 
Mstep: Class 9 contains 5655 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 95392 members 
Mstep: Class 12 contains 21350 members 
Mstep: Class 13 contains 37689 members 
Mstep: Class 14 contains 4602 members 
Mstep: Class 15 contains 518 members 
Mstep: Class 16 contains 54547 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 172155 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2813 members 
Mstep: Class 21 contains 17188 members 
Mstep: Class 22 contains 36017 members 
Mstep: Class 23 contains 6666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777696.000000 Penalty: 77926.218750
Iteration 185Q: 24 clusters Score -1.047777e+08 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 63179 members 
Mstep: Class 3 contains 13952 members 
Mstep: Class 4 contains 268494 members 
Mstep: Class 5 contains 4191 members 
Mstep: Class 6 contains 17488 members 
Mstep: Class 7 contains 2321 members 
Mstep: Class 8 contains 28496 members 
Mstep: Class 9 contains 5655 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 95412 members 
Mstep: Class 12 contains 21350 members 
Mstep: Class 13 contains 37696 members 
Mstep: Class 14 contains 4602 members 
Mstep: Class 15 contains 518 members 
Mstep: Class 16 contains 54539 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 171968 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2813 members 
Mstep: Class 21 contains 17239 members 
Mstep: Class 22 contains 36019 members 
Mstep: Class 23 contains 6666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777888.000000 Penalty: 77926.218750
Iteration 186Q: 24 clusters Score -1.047779e+08 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63179 members 
Mstep: Class 3 contains 13954 members 
Mstep: Class 4 contains 268573 members 
Mstep: Class 5 contains 4193 members 
Mstep: Class 6 contains 17509 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 28492 members 
Mstep: Class 9 contains 5654 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 95433 members 
Mstep: Class 12 contains 21350 members 
Mstep: Class 13 contains 37701 members 
Mstep: Class 14 contains 4602 members 
Mstep: Class 15 contains 518 members 
Mstep: Class 16 contains 54533 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 171795 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2813 members 
Mstep: Class 21 contains 17283 members 
Mstep: Class 22 contains 36029 members 
Mstep: Class 23 contains 6666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777840.000000 Penalty: 77926.218750
Iteration 187Q: 24 clusters Score -1.047778e+08 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 63174 members 
Mstep: Class 3 contains 13953 members 
Mstep: Class 4 contains 268635 members 
Mstep: Class 5 contains 4196 members 
Mstep: Class 6 contains 17520 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 28497 members 
Mstep: Class 9 contains 5653 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 95466 members 
Mstep: Class 12 contains 21349 members 
Mstep: Class 13 contains 37702 members 
Mstep: Class 14 contains 4602 members 
Mstep: Class 15 contains 518 members 
Mstep: Class 16 contains 54523 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 171639 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2814 members 
Mstep: Class 21 contains 17342 members 
Mstep: Class 22 contains 36029 members 
Mstep: Class 23 contains 6666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777728.000000 Penalty: 77926.218750
Iteration 188Q: 24 clusters Score -1.047777e+08 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 63168 members 
Mstep: Class 3 contains 13955 members 
Mstep: Class 4 contains 268679 members 
Mstep: Class 5 contains 4196 members 
Mstep: Class 6 contains 17523 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 28503 members 
Mstep: Class 9 contains 5651 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 95515 members 
Mstep: Class 12 contains 21350 members 
Mstep: Class 13 contains 37705 members 
Mstep: Class 14 contains 4602 members 
Mstep: Class 15 contains 518 members 
Mstep: Class 16 contains 54514 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 171509 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2814 members 
Mstep: Class 21 contains 17378 members 
Mstep: Class 22 contains 36034 members 
Mstep: Class 23 contains 6666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777888.000000 Penalty: 77926.218750
Iteration 189Q: 24 clusters Score -1.047779e+08 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 63166 members 
Mstep: Class 3 contains 13955 members 
Mstep: Class 4 contains 268752 members 
Mstep: Class 5 contains 4197 members 
Mstep: Class 6 contains 17530 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 28498 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 95562 members 
Mstep: Class 12 contains 21351 members 
Mstep: Class 13 contains 37706 members 
Mstep: Class 14 contains 4603 members 
Mstep: Class 15 contains 518 members 
Mstep: Class 16 contains 54509 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 171345 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2815 members 
Mstep: Class 21 contains 17421 members 
Mstep: Class 22 contains 36037 members 
Mstep: Class 23 contains 6666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777824.000000 Penalty: 77926.218750
Iteration 190Q: 24 clusters Score -1.047778e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 63162 members 
Mstep: Class 3 contains 13954 members 
Mstep: Class 4 contains 268795 members 
Mstep: Class 5 contains 4202 members 
Mstep: Class 6 contains 17532 members 
Mstep: Class 7 contains 2321 members 
Mstep: Class 8 contains 28500 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 95613 members 
Mstep: Class 12 contains 21357 members 
Mstep: Class 13 contains 37712 members 
Mstep: Class 14 contains 4603 members 
Mstep: Class 15 contains 518 members 
Mstep: Class 16 contains 54502 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 171199 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2815 members 
Mstep: Class 21 contains 17463 members 
Mstep: Class 22 contains 36039 members 
Mstep: Class 23 contains 6666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777872.000000 Penalty: 77926.218750
Iteration 191Q: 24 clusters Score -1.047779e+08 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 63158 members 
Mstep: Class 3 contains 13956 members 
Mstep: Class 4 contains 268844 members 
Mstep: Class 5 contains 4203 members 
Mstep: Class 6 contains 17539 members 
Mstep: Class 7 contains 2321 members 
Mstep: Class 8 contains 28496 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 95662 members 
Mstep: Class 12 contains 21364 members 
Mstep: Class 13 contains 37713 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 518 members 
Mstep: Class 16 contains 54492 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 171050 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2816 members 
Mstep: Class 21 contains 17504 members 
Mstep: Class 22 contains 36046 members 
Mstep: Class 23 contains 6666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777808.000000 Penalty: 77926.218750
Iteration 192Q: 24 clusters Score -1.047778e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 63154 members 
Mstep: Class 3 contains 13960 members 
Mstep: Class 4 contains 268920 members 
Mstep: Class 5 contains 4200 members 
Mstep: Class 6 contains 17540 members 
Mstep: Class 7 contains 2321 members 
Mstep: Class 8 contains 28495 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 95719 members 
Mstep: Class 12 contains 21371 members 
Mstep: Class 13 contains 37712 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54479 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 170894 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2816 members 
Mstep: Class 21 contains 17538 members 
Mstep: Class 22 contains 36046 members 
Mstep: Class 23 contains 6666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777880.000000 Penalty: 77926.218750
Iteration 193Q: 24 clusters Score -1.047779e+08 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 63157 members 
Mstep: Class 3 contains 13961 members 
Mstep: Class 4 contains 269005 members 
Mstep: Class 5 contains 4197 members 
Mstep: Class 6 contains 17550 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 28488 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 95772 members 
Mstep: Class 12 contains 21375 members 
Mstep: Class 13 contains 37709 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54467 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 170747 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2816 members 
Mstep: Class 21 contains 17554 members 
Mstep: Class 22 contains 36045 members 
Mstep: Class 23 contains 6666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777872.000000 Penalty: 77926.218750
Iteration 194Q: 24 clusters Score -1.047779e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 63156 members 
Mstep: Class 3 contains 13960 members 
Mstep: Class 4 contains 269041 members 
Mstep: Class 5 contains 4197 members 
Mstep: Class 6 contains 17564 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 28480 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 95844 members 
Mstep: Class 12 contains 21375 members 
Mstep: Class 13 contains 37708 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54464 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 170629 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2816 members 
Mstep: Class 21 contains 17567 members 
Mstep: Class 22 contains 36043 members 
Mstep: Class 23 contains 6666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777816.000000 Penalty: 77926.218750
Iteration 195Q: 24 clusters Score -1.047778e+08 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 63156 members 
Mstep: Class 3 contains 13961 members 
Mstep: Class 4 contains 269093 members 
Mstep: Class 5 contains 4202 members 
Mstep: Class 6 contains 17580 members 
Mstep: Class 7 contains 2321 members 
Mstep: Class 8 contains 28473 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 95905 members 
Mstep: Class 12 contains 21371 members 
Mstep: Class 13 contains 37710 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54450 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 170511 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2815 members 
Mstep: Class 21 contains 17579 members 
Mstep: Class 22 contains 36040 members 
Mstep: Class 23 contains 6666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777760.000000 Penalty: 77926.218750
Iteration 196Q: 24 clusters Score -1.047778e+08 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 63155 members 
Mstep: Class 3 contains 13962 members 
Mstep: Class 4 contains 269137 members 
Mstep: Class 5 contains 4201 members 
Mstep: Class 6 contains 17587 members 
Mstep: Class 7 contains 2320 members 
Mstep: Class 8 contains 28461 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 95979 members 
Mstep: Class 12 contains 21377 members 
Mstep: Class 13 contains 37716 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54442 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 170382 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2815 members 
Mstep: Class 21 contains 17595 members 
Mstep: Class 22 contains 36038 members 
Mstep: Class 23 contains 6666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777784.000000 Penalty: 77926.218750
Iteration 197Q: 24 clusters Score -1.047778e+08 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 63162 members 
Mstep: Class 3 contains 13961 members 
Mstep: Class 4 contains 269150 members 
Mstep: Class 5 contains 4197 members 
Mstep: Class 6 contains 17597 members 
Mstep: Class 7 contains 2319 members 
Mstep: Class 8 contains 28458 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 96063 members 
Mstep: Class 12 contains 21384 members 
Mstep: Class 13 contains 37712 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54430 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 170281 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2815 members 
Mstep: Class 21 contains 17604 members 
Mstep: Class 22 contains 36034 members 
Mstep: Class 23 contains 6666 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 198Q: 24 clusters Score -1.047777e+08 nChanged 426
Entering ConstructFrom: 
Score: -104777704.000000 Penalty: 77926.218750
Entering ConstructFrom: 
Trying to split cluster 1 (2292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Entering Unmasked Estep 
Score: -281715.687500 Penalty: 1918.820679
	Iteration 0F: 2 clusters Score -281715.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -278907.312500 Penalty: 3837.641357
	Iteration 0F: 3 clusters Score -278907.3 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -279430.062500 Penalty: 3837.641357
	Iteration 1F: 3 clusters Score -279430.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -279561.062500 Penalty: 3837.641357
	Iteration 2F: 3 clusters Score -279561.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -279644.718750 Penalty: 3837.641357
	Iteration 3Q: 3 clusters Score -279644.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -279684.125000 Penalty: 3837.641357
	Iteration 4Q: 3 clusters Score -279684.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -279712.937500 Penalty: 3837.641357
	Iteration 5Q: 3 clusters Score -279712.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -279732.062500 Penalty: 3837.641357
	Iteration 6Q: 3 clusters Score -279732.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -279743.218750 Penalty: 3837.641357
	Iteration 7Q: 3 clusters Score -279743.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -279754.031250 Penalty: 3837.641357
	Iteration 8Q: 3 clusters Score -279754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -279766.000000 Penalty: 3837.641357
	Iteration 9Q: 3 clusters Score -279766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -279772.375000 Penalty: 3837.641357
	Iteration 10Q: 3 clusters Score -279772.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -279777.531250 Penalty: 3837.641357
	Iteration 11Q: 3 clusters Score -279777.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -279781.968750 Penalty: 3837.641357
	Iteration 12Q: 3 clusters Score -279782 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -279786.281250 Penalty: 3837.641357
	Iteration 13Q: 3 clusters Score -279786.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -279787.843750 Penalty: 3837.641357
	Iteration 14Q: 3 clusters Score -279787.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -279790.687500 Penalty: 3837.641357
	Iteration 15Q: 3 clusters Score -279790.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -279791.281250 Penalty: 3837.641357
	Iteration 16Q: 3 clusters Score -279791.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -279793.156250 Penalty: 3837.641357
	Iteration 17Q: 3 clusters Score -279793.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -279795.250000 Penalty: 3837.641357
	Iteration 18Q: 3 clusters Score -279795.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -279795.500000 Penalty: 3837.641357
	Iteration 19Q: 3 clusters Score -279795.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -279795.500000 Penalty: 3837.641357
	Iteration 20F: 3 clusters Score -279795.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (63158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63158 members 
Entering Unmasked Estep 
Score: -7969616.500000 Penalty: 2741.241943
	Iteration 0F: 2 clusters Score -7969616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
Score: -7927411.000000 Penalty: 5482.483887
	Iteration 0F: 3 clusters Score -7927411 nChanged 29319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31638 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -7943344.000000 Penalty: 5482.483887
	Iteration 1F: 3 clusters Score -7943344 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -7943893.500000 Penalty: 5482.483887
	Iteration 2Q: 3 clusters Score -7943894 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32041 members 
Mstep: Class 2 contains 31117 members 
Entering Unmasked Estep 
Score: -7944403.000000 Penalty: 5482.483887
	Iteration 3Q: 3 clusters Score -7944403 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -7944993.000000 Penalty: 5482.483887
	Iteration 4Q: 3 clusters Score -7944993 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32978 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -7945600.000000 Penalty: 5482.483887
	Iteration 5Q: 3 clusters Score -7945600 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -7946336.500000 Penalty: 5482.483887
	Iteration 6Q: 3 clusters Score -7946336 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34930 members 
Mstep: Class 2 contains 28228 members 
Entering Unmasked Estep 
Score: -7947206.500000 Penalty: 5482.483887
	Iteration 7Q: 3 clusters Score -7947206 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36382 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -7948361.000000 Penalty: 5482.483887
	Iteration 8Q: 3 clusters Score -7948361 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 24967 members 
Entering Unmasked Estep 
Score: -7949748.500000 Penalty: 5482.483887
	Iteration 9Q: 3 clusters Score -7949748 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40360 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -7951476.500000 Penalty: 5482.483887
	Iteration 10Q: 3 clusters Score -7951476 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42861 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -7953545.500000 Penalty: 5482.483887
	Iteration 11F: 3 clusters Score -7953546 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45442 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -7955763.500000 Penalty: 5482.483887
	Iteration 12F: 3 clusters Score -7955764 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47951 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -7958026.500000 Penalty: 5482.483887
	Iteration 13F: 3 clusters Score -7958026 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50156 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -7959973.500000 Penalty: 5482.483887
	Iteration 14Q: 3 clusters Score -7959974 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51961 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -7961315.000000 Penalty: 5482.483887
	Iteration 15Q: 3 clusters Score -7961315 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53490 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -7962351.500000 Penalty: 5482.483887
	Iteration 16Q: 3 clusters Score -7962352 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54794 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -7963103.500000 Penalty: 5482.483887
	Iteration 17Q: 3 clusters Score -7963104 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55934 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -7963736.500000 Penalty: 5482.483887
	Iteration 18Q: 3 clusters Score -7963736 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56993 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -7964271.000000 Penalty: 5482.483887
	Iteration 19Q: 3 clusters Score -7964271 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57948 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -7964712.500000 Penalty: 5482.483887
	Iteration 20F: 3 clusters Score -7964712 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58795 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -7965113.500000 Penalty: 5482.483887
	Iteration 21Q: 3 clusters Score -7965114 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59541 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -7965496.500000 Penalty: 5482.483887
	Iteration 22Q: 3 clusters Score -7965496 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60186 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -7965859.000000 Penalty: 5482.483887
	Iteration 23Q: 3 clusters Score -7965859 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60733 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -7966133.500000 Penalty: 5482.483887
	Iteration 24Q: 3 clusters Score -7966134 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61194 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -7966436.500000 Penalty: 5482.483887
	Iteration 25Q: 3 clusters Score -7966436 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61550 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -7966701.000000 Penalty: 5482.483887
	Iteration 26Q: 3 clusters Score -7966701 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61811 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -7966903.000000 Penalty: 5482.483887
	Iteration 27Q: 3 clusters Score -7966903 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61990 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -7966988.000000 Penalty: 5482.483887
	Iteration 28Q: 3 clusters Score -7966988 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62098 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -7967058.500000 Penalty: 5482.483887
	Iteration 29Q: 3 clusters Score -7967058 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62195 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -7967121.000000 Penalty: 5482.483887
	Iteration 30Q: 3 clusters Score -7967121 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62273 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -7967152.000000 Penalty: 5482.483887
	Iteration 31Q: 3 clusters Score -7967152 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62319 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -7967193.000000 Penalty: 5482.483887
	Iteration 32Q: 3 clusters Score -7967193 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62355 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -7967212.000000 Penalty: 5482.483887
	Iteration 33Q: 3 clusters Score -7967212 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62381 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -7967232.000000 Penalty: 5482.483887
	Iteration 34Q: 3 clusters Score -7967232 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62409 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -7967248.500000 Penalty: 5482.483887
	Iteration 35Q: 3 clusters Score -7967248 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62432 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -7967267.500000 Penalty: 5482.483887
	Iteration 36Q: 3 clusters Score -7967268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62447 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -7967276.500000 Penalty: 5482.483887
	Iteration 37Q: 3 clusters Score -7967276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62461 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -7967278.000000 Penalty: 5482.483887
	Iteration 38Q: 3 clusters Score -7967278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62473 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -7967295.000000 Penalty: 5482.483887
	Iteration 39Q: 3 clusters Score -7967295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62485 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -7967291.500000 Penalty: 5482.483887
	Iteration 40F: 3 clusters Score -7967292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62494 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -7967292.000000 Penalty: 5482.483887
	Iteration 41Q: 3 clusters Score -7967292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62502 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -7967301.500000 Penalty: 5482.483887
	Iteration 42Q: 3 clusters Score -7967302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62506 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -7967308.500000 Penalty: 5482.483887
	Iteration 43Q: 3 clusters Score -7967308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62512 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -7967314.000000 Penalty: 5482.483887
	Iteration 44Q: 3 clusters Score -7967314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62515 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -7967309.000000 Penalty: 5482.483887
	Iteration 45Q: 3 clusters Score -7967309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62523 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -7967322.500000 Penalty: 5482.483887
	Iteration 46Q: 3 clusters Score -7967322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62530 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -7967321.500000 Penalty: 5482.483887
	Iteration 47Q: 3 clusters Score -7967322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62535 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -7967320.000000 Penalty: 5482.483887
	Iteration 48Q: 3 clusters Score -7967320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62540 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -7967321.500000 Penalty: 5482.483887
	Iteration 49Q: 3 clusters Score -7967322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62549 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -7967325.500000 Penalty: 5482.483887
	Iteration 50Q: 3 clusters Score -7967326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62557 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -7967325.500000 Penalty: 5482.483887
	Iteration 51Q: 3 clusters Score -7967326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62559 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -7967329.000000 Penalty: 5482.483887
	Iteration 52Q: 3 clusters Score -7967329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62561 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -7967337.500000 Penalty: 5482.483887
	Iteration 53Q: 3 clusters Score -7967338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62563 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -7967345.500000 Penalty: 5482.483887
	Iteration 54Q: 3 clusters Score -7967346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62564 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -7967345.000000 Penalty: 5482.483887
	Iteration 55Q: 3 clusters Score -7967345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62564 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -7967345.000000 Penalty: 5482.483887
	Iteration 56F: 3 clusters Score -7967345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Entering Unmasked Estep 
Score: -1740182.125000 Penalty: 2366.970947
	Iteration 0F: 2 clusters Score -1740182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1729994.750000 Penalty: 4733.941895
	Iteration 0F: 3 clusters Score -1729995 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1733165.000000 Penalty: 4733.941895
	Iteration 1F: 3 clusters Score -1733165 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1733570.625000 Penalty: 4733.941895
	Iteration 2F: 3 clusters Score -1733571 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1733940.500000 Penalty: 4733.941895
	Iteration 3F: 3 clusters Score -1733940 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -1734292.500000 Penalty: 4733.941895
	Iteration 4Q: 3 clusters Score -1734292 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -1734637.250000 Penalty: 4733.941895
	Iteration 5Q: 3 clusters Score -1734637 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1735016.625000 Penalty: 4733.941895
	Iteration 6Q: 3 clusters Score -1735017 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1735435.500000 Penalty: 4733.941895
	Iteration 7Q: 3 clusters Score -1735436 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1735842.000000 Penalty: 4733.941895
	Iteration 8Q: 3 clusters Score -1735842 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -1736228.375000 Penalty: 4733.941895
	Iteration 9Q: 3 clusters Score -1736228 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -1736613.625000 Penalty: 4733.941895
	Iteration 10Q: 3 clusters Score -1736614 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1736943.000000 Penalty: 4733.941895
	Iteration 11Q: 3 clusters Score -1736943 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -1737245.375000 Penalty: 4733.941895
	Iteration 12Q: 3 clusters Score -1737245 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -1737490.750000 Penalty: 4733.941895
	Iteration 13Q: 3 clusters Score -1737491 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -1737681.375000 Penalty: 4733.941895
	Iteration 14Q: 3 clusters Score -1737681 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -1737820.750000 Penalty: 4733.941895
	Iteration 15Q: 3 clusters Score -1737821 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1737949.625000 Penalty: 4733.941895
	Iteration 16Q: 3 clusters Score -1737950 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1738044.750000 Penalty: 4733.941895
	Iteration 17Q: 3 clusters Score -1738045 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1738129.625000 Penalty: 4733.941895
	Iteration 18Q: 3 clusters Score -1738130 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -1738209.000000 Penalty: 4733.941895
	Iteration 19Q: 3 clusters Score -1738209 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -1738276.500000 Penalty: 4733.941895
	Iteration 20F: 3 clusters Score -1738276 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -1738317.000000 Penalty: 4733.941895
	Iteration 21Q: 3 clusters Score -1738317 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -1738335.000000 Penalty: 4733.941895
	Iteration 22Q: 3 clusters Score -1738335 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -1738345.750000 Penalty: 4733.941895
	Iteration 23Q: 3 clusters Score -1738346 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -1738356.125000 Penalty: 4733.941895
	Iteration 24Q: 3 clusters Score -1738356 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1738368.250000 Penalty: 4733.941895
	Iteration 25Q: 3 clusters Score -1738368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -1738375.500000 Penalty: 4733.941895
	Iteration 26Q: 3 clusters Score -1738376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -1738381.000000 Penalty: 4733.941895
	Iteration 27Q: 3 clusters Score -1738381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -1738385.000000 Penalty: 4733.941895
	Iteration 28Q: 3 clusters Score -1738385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -1738388.750000 Penalty: 4733.941895
	Iteration 29Q: 3 clusters Score -1738389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -1738389.625000 Penalty: 4733.941895
	Iteration 30Q: 3 clusters Score -1738390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -1738391.500000 Penalty: 4733.941895
	Iteration 31Q: 3 clusters Score -1738392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1738389.250000 Penalty: 4733.941895
	Iteration 32Q: 3 clusters Score -1738389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1738391.875000 Penalty: 4733.941895
	Iteration 33Q: 3 clusters Score -1738392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -1738395.875000 Penalty: 4733.941895
	Iteration 34Q: 3 clusters Score -1738396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -1738398.375000 Penalty: 4733.941895
	Iteration 35Q: 3 clusters Score -1738398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -1738399.000000 Penalty: 4733.941895
	Iteration 36Q: 3 clusters Score -1738399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -1738400.125000 Penalty: 4733.941895
	Iteration 37Q: 3 clusters Score -1738400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -1738399.125000 Penalty: 4733.941895
	Iteration 38Q: 3 clusters Score -1738399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -1738399.250000 Penalty: 4733.941895
	Iteration 39Q: 3 clusters Score -1738399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -1738401.625000 Penalty: 4733.941895
	Iteration 40F: 3 clusters Score -1738402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -1738401.625000 Penalty: 4733.941895
	Iteration 41Q: 3 clusters Score -1738402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1738401.875000 Penalty: 4733.941895
	Iteration 42Q: 3 clusters Score -1738402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -1738399.625000 Penalty: 4733.941895
	Iteration 43Q: 3 clusters Score -1738400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -1738399.625000 Penalty: 4733.941895
	Iteration 44F: 3 clusters Score -1738400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (269168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269168 members 
Entering Unmasked Estep 
Score: -33386134.000000 Penalty: 3100.766602
	Iteration 0F: 2 clusters Score -3.338613e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134556 members 
Mstep: Class 2 contains 134612 members 
Entering Unmasked Estep 
Score: -33217994.000000 Penalty: 6201.533203
	Iteration 0F: 3 clusters Score -3.321799e+07 nChanged 130283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133623 members 
Mstep: Class 2 contains 135545 members 
Entering Unmasked Estep 
Score: -33295150.000000 Penalty: 6201.533203
	Iteration 1F: 3 clusters Score -3.329515e+07 nChanged 6527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133498 members 
Mstep: Class 2 contains 135670 members 
Entering Unmasked Estep 
Score: -33296680.000000 Penalty: 6201.533203
	Iteration 2Q: 3 clusters Score -3.329668e+07 nChanged 6903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133323 members 
Mstep: Class 2 contains 135845 members 
Entering Unmasked Estep 
Score: -33298048.000000 Penalty: 6201.533203
	Iteration 3Q: 3 clusters Score -3.329805e+07 nChanged 7691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133036 members 
Mstep: Class 2 contains 136132 members 
Entering Unmasked Estep 
Score: -33299932.000000 Penalty: 6201.533203
	Iteration 4Q: 3 clusters Score -3.329993e+07 nChanged 8615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132627 members 
Mstep: Class 2 contains 136541 members 
Entering Unmasked Estep 
Score: -33302412.000000 Penalty: 6201.533203
	Iteration 5Q: 3 clusters Score -3.330241e+07 nChanged 9952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132455 members 
Mstep: Class 2 contains 136713 members 
Entering Unmasked Estep 
Score: -33306352.000000 Penalty: 6201.533203
	Iteration 6Q: 3 clusters Score -3.330635e+07 nChanged 11602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132587 members 
Mstep: Class 2 contains 136581 members 
Entering Unmasked Estep 
Score: -33311548.000000 Penalty: 6201.533203
	Iteration 7Q: 3 clusters Score -3.331155e+07 nChanged 13524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133075 members 
Mstep: Class 2 contains 136093 members 
Entering Unmasked Estep 
Score: -33319056.000000 Penalty: 6201.533203
	Iteration 8F: 3 clusters Score -3.331906e+07 nChanged 15343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133936 members 
Mstep: Class 2 contains 135232 members 
Entering Unmasked Estep 
Score: -33328538.000000 Penalty: 6201.533203
	Iteration 9F: 3 clusters Score -3.332854e+07 nChanged 16444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135330 members 
Mstep: Class 2 contains 133838 members 
Entering Unmasked Estep 
Score: -33338956.000000 Penalty: 6201.533203
	Iteration 10F: 3 clusters Score -3.333896e+07 nChanged 15542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136784 members 
Mstep: Class 2 contains 132384 members 
Entering Unmasked Estep 
Score: -33348794.000000 Penalty: 6201.533203
	Iteration 11F: 3 clusters Score -3.334879e+07 nChanged 12253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138433 members 
Mstep: Class 2 contains 130735 members 
Entering Unmasked Estep 
Score: -33354894.000000 Penalty: 6201.533203
	Iteration 12Q: 3 clusters Score -3.335489e+07 nChanged 8070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140331 members 
Mstep: Class 2 contains 128837 members 
Entering Unmasked Estep 
Score: -33357216.000000 Penalty: 6201.533203
	Iteration 13Q: 3 clusters Score -3.335722e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142442 members 
Mstep: Class 2 contains 126726 members 
Entering Unmasked Estep 
Score: -33358212.000000 Penalty: 6201.533203
	Iteration 14Q: 3 clusters Score -3.335821e+07 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144775 members 
Mstep: Class 2 contains 124393 members 
Entering Unmasked Estep 
Score: -33358756.000000 Penalty: 6201.533203
	Iteration 15Q: 3 clusters Score -3.335876e+07 nChanged 3244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147323 members 
Mstep: Class 2 contains 121845 members 
Entering Unmasked Estep 
Score: -33359638.000000 Penalty: 6201.533203
	Iteration 16Q: 3 clusters Score -3.335964e+07 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150012 members 
Mstep: Class 2 contains 119156 members 
Entering Unmasked Estep 
Score: -33360466.000000 Penalty: 6201.533203
	Iteration 17Q: 3 clusters Score -3.336047e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153012 members 
Mstep: Class 2 contains 116156 members 
Entering Unmasked Estep 
Score: -33361402.000000 Penalty: 6201.533203
	Iteration 18Q: 3 clusters Score -3.33614e+07 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156396 members 
Mstep: Class 2 contains 112772 members 
Entering Unmasked Estep 
Score: -33362704.000000 Penalty: 6201.533203
	Iteration 19Q: 3 clusters Score -3.33627e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160010 members 
Mstep: Class 2 contains 109158 members 
Entering Unmasked Estep 
Score: -33364178.000000 Penalty: 6201.533203
	Iteration 20F: 3 clusters Score -3.336418e+07 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163918 members 
Mstep: Class 2 contains 105250 members 
Entering Unmasked Estep 
Score: -33365626.000000 Penalty: 6201.533203
	Iteration 21Q: 3 clusters Score -3.336563e+07 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167968 members 
Mstep: Class 2 contains 101200 members 
Entering Unmasked Estep 
Score: -33367180.000000 Penalty: 6201.533203
	Iteration 22Q: 3 clusters Score -3.336718e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172103 members 
Mstep: Class 2 contains 97065 members 
Entering Unmasked Estep 
Score: -33368606.000000 Penalty: 6201.533203
	Iteration 23Q: 3 clusters Score -3.336861e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176245 members 
Mstep: Class 2 contains 92923 members 
Entering Unmasked Estep 
Score: -33369854.000000 Penalty: 6201.533203
	Iteration 24Q: 3 clusters Score -3.336985e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180455 members 
Mstep: Class 2 contains 88713 members 
Entering Unmasked Estep 
Score: -33371240.000000 Penalty: 6201.533203
	Iteration 25Q: 3 clusters Score -3.337124e+07 nChanged 4440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184729 members 
Mstep: Class 2 contains 84439 members 
Entering Unmasked Estep 
Score: -33372714.000000 Penalty: 6201.533203
	Iteration 26Q: 3 clusters Score -3.337271e+07 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189063 members 
Mstep: Class 2 contains 80105 members 
Entering Unmasked Estep 
Score: -33374038.000000 Penalty: 6201.533203
	Iteration 27Q: 3 clusters Score -3.337404e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193380 members 
Mstep: Class 2 contains 75788 members 
Entering Unmasked Estep 
Score: -33375192.000000 Penalty: 6201.533203
	Iteration 28Q: 3 clusters Score -3.337519e+07 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197601 members 
Mstep: Class 2 contains 71567 members 
Entering Unmasked Estep 
Score: -33376132.000000 Penalty: 6201.533203
	Iteration 29Q: 3 clusters Score -3.337613e+07 nChanged 4307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201898 members 
Mstep: Class 2 contains 67270 members 
Entering Unmasked Estep 
Score: -33377066.000000 Penalty: 6201.533203
	Iteration 30Q: 3 clusters Score -3.337707e+07 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206172 members 
Mstep: Class 2 contains 62996 members 
Entering Unmasked Estep 
Score: -33377718.000000 Penalty: 6201.533203
	Iteration 31Q: 3 clusters Score -3.337772e+07 nChanged 4331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210503 members 
Mstep: Class 2 contains 58665 members 
Entering Unmasked Estep 
Score: -33378472.000000 Penalty: 6201.533203
	Iteration 32Q: 3 clusters Score -3.337847e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214842 members 
Mstep: Class 2 contains 54326 members 
Entering Unmasked Estep 
Score: -33379238.000000 Penalty: 6201.533203
	Iteration 33Q: 3 clusters Score -3.337924e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219148 members 
Mstep: Class 2 contains 50020 members 
Entering Unmasked Estep 
Score: -33379662.000000 Penalty: 6201.533203
	Iteration 34Q: 3 clusters Score -3.337966e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223258 members 
Mstep: Class 2 contains 45910 members 
Entering Unmasked Estep 
Score: -33380150.000000 Penalty: 6201.533203
	Iteration 35Q: 3 clusters Score -3.338015e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227148 members 
Mstep: Class 2 contains 42020 members 
Entering Unmasked Estep 
Score: -33380596.000000 Penalty: 6201.533203
	Iteration 36Q: 3 clusters Score -3.33806e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230812 members 
Mstep: Class 2 contains 38356 members 
Entering Unmasked Estep 
Score: -33381098.000000 Penalty: 6201.533203
	Iteration 37Q: 3 clusters Score -3.33811e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234158 members 
Mstep: Class 2 contains 35010 members 
Entering Unmasked Estep 
Score: -33381420.000000 Penalty: 6201.533203
	Iteration 38Q: 3 clusters Score -3.338142e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237089 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -33381642.000000 Penalty: 6201.533203
	Iteration 39Q: 3 clusters Score -3.338164e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239662 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -33382308.000000 Penalty: 6201.533203
	Iteration 40F: 3 clusters Score -3.338231e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242445 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -33382864.000000 Penalty: 6201.533203
	Iteration 41Q: 3 clusters Score -3.338286e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244967 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -33383016.000000 Penalty: 6201.533203
	Iteration 42Q: 3 clusters Score -3.338302e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247273 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -33383380.000000 Penalty: 6201.533203
	Iteration 43Q: 3 clusters Score -3.338338e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249340 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -33383682.000000 Penalty: 6201.533203
	Iteration 44Q: 3 clusters Score -3.338368e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251175 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -33383626.000000 Penalty: 6201.533203
	Iteration 45Q: 3 clusters Score -3.338363e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252824 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -33383766.000000 Penalty: 6201.533203
	Iteration 46Q: 3 clusters Score -3.338377e+07 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254256 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -33383988.000000 Penalty: 6201.533203
	Iteration 47Q: 3 clusters Score -3.338399e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255462 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -33383946.000000 Penalty: 6201.533203
	Iteration 48Q: 3 clusters Score -3.338395e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256557 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -33384020.000000 Penalty: 6201.533203
	Iteration 49Q: 3 clusters Score -3.338402e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257525 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -33384082.000000 Penalty: 6201.533203
	Iteration 50Q: 3 clusters Score -3.338408e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258402 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -33384174.000000 Penalty: 6201.533203
	Iteration 51Q: 3 clusters Score -3.338417e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259230 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -33384154.000000 Penalty: 6201.533203
	Iteration 52Q: 3 clusters Score -3.338415e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259951 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -33384040.000000 Penalty: 6201.533203
	Iteration 53Q: 3 clusters Score -3.338404e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260637 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -33383908.000000 Penalty: 6201.533203
	Iteration 54Q: 3 clusters Score -3.338391e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261259 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -33383790.000000 Penalty: 6201.533203
	Iteration 55Q: 3 clusters Score -3.338379e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261789 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -33383726.000000 Penalty: 6201.533203
	Iteration 56Q: 3 clusters Score -3.338373e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262299 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -33383712.000000 Penalty: 6201.533203
	Iteration 57Q: 3 clusters Score -3.338371e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262790 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -33383720.000000 Penalty: 6201.533203
	Iteration 58Q: 3 clusters Score -3.338372e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263255 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -33383618.000000 Penalty: 6201.533203
	Iteration 59Q: 3 clusters Score -3.338362e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263662 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -33383664.000000 Penalty: 6201.533203
	Iteration 60F: 3 clusters Score -3.338366e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264037 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -33383690.000000 Penalty: 6201.533203
	Iteration 61Q: 3 clusters Score -3.338369e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264380 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -33383644.000000 Penalty: 6201.533203
	Iteration 62Q: 3 clusters Score -3.338364e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264705 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -33383730.000000 Penalty: 6201.533203
	Iteration 63Q: 3 clusters Score -3.338373e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264998 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -33383790.000000 Penalty: 6201.533203
	Iteration 64Q: 3 clusters Score -3.338379e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265287 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -33383858.000000 Penalty: 6201.533203
	Iteration 65Q: 3 clusters Score -3.338386e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265557 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -33383828.000000 Penalty: 6201.533203
	Iteration 66Q: 3 clusters Score -3.338383e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265791 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -33383866.000000 Penalty: 6201.533203
	Iteration 67Q: 3 clusters Score -3.338387e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266020 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -33383914.000000 Penalty: 6201.533203
	Iteration 68Q: 3 clusters Score -3.338391e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266234 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -33383856.000000 Penalty: 6201.533203
	Iteration 69Q: 3 clusters Score -3.338386e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266405 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -33383908.000000 Penalty: 6201.533203
	Iteration 70Q: 3 clusters Score -3.338391e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266572 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -33383920.000000 Penalty: 6201.533203
	Iteration 71Q: 3 clusters Score -3.338392e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266715 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -33383920.000000 Penalty: 6201.533203
	Iteration 72Q: 3 clusters Score -3.338392e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266839 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -33383952.000000 Penalty: 6201.533203
	Iteration 73Q: 3 clusters Score -3.338395e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266958 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -33383938.000000 Penalty: 6201.533203
	Iteration 74Q: 3 clusters Score -3.338394e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267083 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -33383948.000000 Penalty: 6201.533203
	Iteration 75Q: 3 clusters Score -3.338395e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267200 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -33383972.000000 Penalty: 6201.533203
	Iteration 76Q: 3 clusters Score -3.338397e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267301 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -33384008.000000 Penalty: 6201.533203
	Iteration 77Q: 3 clusters Score -3.338401e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267384 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -33383988.000000 Penalty: 6201.533203
	Iteration 78Q: 3 clusters Score -3.338399e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267448 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -33384018.000000 Penalty: 6201.533203
	Iteration 79Q: 3 clusters Score -3.338402e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267502 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -33384006.000000 Penalty: 6201.533203
	Iteration 80F: 3 clusters Score -3.338401e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267544 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -33383998.000000 Penalty: 6201.533203
	Iteration 81Q: 3 clusters Score -3.3384e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267596 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -33383986.000000 Penalty: 6201.533203
	Iteration 82Q: 3 clusters Score -3.338399e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267634 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -33383986.000000 Penalty: 6201.533203
	Iteration 83Q: 3 clusters Score -3.338399e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267672 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -33384020.000000 Penalty: 6201.533203
	Iteration 84Q: 3 clusters Score -3.338402e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267707 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -33384028.000000 Penalty: 6201.533203
	Iteration 85Q: 3 clusters Score -3.338403e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267737 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -33383988.000000 Penalty: 6201.533203
	Iteration 86Q: 3 clusters Score -3.338399e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267769 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -33383962.000000 Penalty: 6201.533203
	Iteration 87Q: 3 clusters Score -3.338396e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267800 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -33383950.000000 Penalty: 6201.533203
	Iteration 88Q: 3 clusters Score -3.338395e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267822 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -33383912.000000 Penalty: 6201.533203
	Iteration 89Q: 3 clusters Score -3.338391e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267846 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -33383922.000000 Penalty: 6201.533203
	Iteration 90Q: 3 clusters Score -3.338392e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267867 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -33383920.000000 Penalty: 6201.533203
	Iteration 91Q: 3 clusters Score -3.338392e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267894 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -33383914.000000 Penalty: 6201.533203
	Iteration 92Q: 3 clusters Score -3.338391e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267920 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -33383922.000000 Penalty: 6201.533203
	Iteration 93Q: 3 clusters Score -3.338392e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267935 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -33383928.000000 Penalty: 6201.533203
	Iteration 94Q: 3 clusters Score -3.338393e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267960 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -33383936.000000 Penalty: 6201.533203
	Iteration 95Q: 3 clusters Score -3.338394e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267981 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -33383926.000000 Penalty: 6201.533203
	Iteration 96Q: 3 clusters Score -3.338393e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268000 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -33383942.000000 Penalty: 6201.533203
	Iteration 97Q: 3 clusters Score -3.338394e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268016 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -33383904.000000 Penalty: 6201.533203
	Iteration 98Q: 3 clusters Score -3.33839e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268033 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -33383898.000000 Penalty: 6201.533203
	Iteration 99Q: 3 clusters Score -3.33839e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268056 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -33383920.000000 Penalty: 6201.533203
	Iteration 100F: 3 clusters Score -3.338392e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268074 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -33383934.000000 Penalty: 6201.533203
	Iteration 101Q: 3 clusters Score -3.338393e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268086 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -33383914.000000 Penalty: 6201.533203
	Iteration 102Q: 3 clusters Score -3.338391e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268103 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -33383886.000000 Penalty: 6201.533203
	Iteration 103Q: 3 clusters Score -3.338389e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268113 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -33383880.000000 Penalty: 6201.533203
	Iteration 104Q: 3 clusters Score -3.338388e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268125 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -33383870.000000 Penalty: 6201.533203
	Iteration 105Q: 3 clusters Score -3.338387e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268138 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -33383896.000000 Penalty: 6201.533203
	Iteration 106Q: 3 clusters Score -3.33839e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268154 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -33383878.000000 Penalty: 6201.533203
	Iteration 107Q: 3 clusters Score -3.338388e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268164 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -33383904.000000 Penalty: 6201.533203
	Iteration 108Q: 3 clusters Score -3.33839e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268169 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -33383904.000000 Penalty: 6201.533203
	Iteration 109Q: 3 clusters Score -3.33839e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268170 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -33383914.000000 Penalty: 6201.533203
	Iteration 110Q: 3 clusters Score -3.338391e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268174 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -33383912.000000 Penalty: 6201.533203
	Iteration 111Q: 3 clusters Score -3.338391e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268181 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -33383892.000000 Penalty: 6201.533203
	Iteration 112Q: 3 clusters Score -3.338389e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268188 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -33383884.000000 Penalty: 6201.533203
	Iteration 113Q: 3 clusters Score -3.338388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268193 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -33383886.000000 Penalty: 6201.533203
	Iteration 114Q: 3 clusters Score -3.338389e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268198 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -33383872.000000 Penalty: 6201.533203
	Iteration 115Q: 3 clusters Score -3.338387e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268203 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -33383854.000000 Penalty: 6201.533203
	Iteration 116Q: 3 clusters Score -3.338385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268206 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -33383854.000000 Penalty: 6201.533203
	Iteration 117Q: 3 clusters Score -3.338385e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268211 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -33383852.000000 Penalty: 6201.533203
	Iteration 118Q: 3 clusters Score -3.338385e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268218 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -33383852.000000 Penalty: 6201.533203
	Iteration 119Q: 3 clusters Score -3.338385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268221 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -33383832.000000 Penalty: 6201.533203
	Iteration 120F: 3 clusters Score -3.338383e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268227 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -33383838.000000 Penalty: 6201.533203
	Iteration 121Q: 3 clusters Score -3.338384e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268232 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -33383824.000000 Penalty: 6201.533203
	Iteration 122Q: 3 clusters Score -3.338382e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268236 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -33383824.000000 Penalty: 6201.533203
	Iteration 123Q: 3 clusters Score -3.338382e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268233 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -33383816.000000 Penalty: 6201.533203
	Iteration 124Q: 3 clusters Score -3.338382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268230 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -33383840.000000 Penalty: 6201.533203
	Iteration 125Q: 3 clusters Score -3.338384e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268230 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -33383840.000000 Penalty: 6201.533203
	Iteration 126F: 3 clusters Score -3.338384e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Entering Unmasked Estep 
Score: -496444.125000 Penalty: 2068.729004
	Iteration 0F: 2 clusters Score -496444.1 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 2103 members 
Entering Unmasked Estep 
Score: -492470.187500 Penalty: 4137.458008
	Iteration 0F: 3 clusters Score -492470.2 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -493435.937500 Penalty: 4137.458008
	Iteration 1F: 3 clusters Score -493435.9 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -493677.250000 Penalty: 4137.458008
	Iteration 2F: 3 clusters Score -493677.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -493829.218750 Penalty: 4137.458008
	Iteration 3F: 3 clusters Score -493829.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -493949.218750 Penalty: 4137.458008
	Iteration 4Q: 3 clusters Score -493949.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -494083.750000 Penalty: 4137.458008
	Iteration 5Q: 3 clusters Score -494083.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -494261.687500 Penalty: 4137.458008
	Iteration 6Q: 3 clusters Score -494261.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -494447.437500 Penalty: 4137.458008
	Iteration 7Q: 3 clusters Score -494447.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -494601.281250 Penalty: 4137.458008
	Iteration 8Q: 3 clusters Score -494601.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -494715.531250 Penalty: 4137.458008
	Iteration 9Q: 3 clusters Score -494715.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -494781.843750 Penalty: 4137.458008
	Iteration 10Q: 3 clusters Score -494781.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -494825.656250 Penalty: 4137.458008
	Iteration 11Q: 3 clusters Score -494825.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -494865.218750 Penalty: 4137.458008
	Iteration 12Q: 3 clusters Score -494865.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -494892.875000 Penalty: 4137.458008
	Iteration 13Q: 3 clusters Score -494892.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -494917.000000 Penalty: 4137.458008
	Iteration 14Q: 3 clusters Score -494917 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -494936.937500 Penalty: 4137.458008
	Iteration 15Q: 3 clusters Score -494936.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -494951.437500 Penalty: 4137.458008
	Iteration 16Q: 3 clusters Score -494951.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -494971.156250 Penalty: 4137.458008
	Iteration 17Q: 3 clusters Score -494971.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -494989.375000 Penalty: 4137.458008
	Iteration 18Q: 3 clusters Score -494989.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -495005.156250 Penalty: 4137.458008
	Iteration 19Q: 3 clusters Score -495005.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -495017.593750 Penalty: 4137.458008
	Iteration 20F: 3 clusters Score -495017.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -495029.312500 Penalty: 4137.458008
	Iteration 21Q: 3 clusters Score -495029.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -495035.468750 Penalty: 4137.458008
	Iteration 22Q: 3 clusters Score -495035.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -495044.031250 Penalty: 4137.458008
	Iteration 23Q: 3 clusters Score -495044 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -495048.687500 Penalty: 4137.458008
	Iteration 24Q: 3 clusters Score -495048.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -495056.000000 Penalty: 4137.458008
	Iteration 25Q: 3 clusters Score -495056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -495063.656250 Penalty: 4137.458008
	Iteration 26Q: 3 clusters Score -495063.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -495069.000000 Penalty: 4137.458008
	Iteration 27Q: 3 clusters Score -495069 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -495076.281250 Penalty: 4137.458008
	Iteration 28Q: 3 clusters Score -495076.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -495079.156250 Penalty: 4137.458008
	Iteration 29Q: 3 clusters Score -495079.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -495083.000000 Penalty: 4137.458008
	Iteration 30Q: 3 clusters Score -495083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -495084.062500 Penalty: 4137.458008
	Iteration 31Q: 3 clusters Score -495084.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -495085.687500 Penalty: 4137.458008
	Iteration 32Q: 3 clusters Score -495085.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -495089.031250 Penalty: 4137.458008
	Iteration 33Q: 3 clusters Score -495089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -495091.625000 Penalty: 4137.458008
	Iteration 34Q: 3 clusters Score -495091.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -495095.031250 Penalty: 4137.458008
	Iteration 35Q: 3 clusters Score -495095 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -495101.968750 Penalty: 4137.458008
	Iteration 36Q: 3 clusters Score -495102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -495106.093750 Penalty: 4137.458008
	Iteration 37Q: 3 clusters Score -495106.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -495109.125000 Penalty: 4137.458008
	Iteration 38Q: 3 clusters Score -495109.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -495113.468750 Penalty: 4137.458008
	Iteration 39Q: 3 clusters Score -495113.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -495114.718750 Penalty: 4137.458008
	Iteration 40F: 3 clusters Score -495114.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -495116.937500 Penalty: 4137.458008
	Iteration 41Q: 3 clusters Score -495116.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -495119.625000 Penalty: 4137.458008
	Iteration 42Q: 3 clusters Score -495119.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -495121.468750 Penalty: 4137.458008
	Iteration 43Q: 3 clusters Score -495121.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -495122.656250 Penalty: 4137.458008
	Iteration 44Q: 3 clusters Score -495122.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -495125.281250 Penalty: 4137.458008
	Iteration 45Q: 3 clusters Score -495125.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -495131.125000 Penalty: 4137.458008
	Iteration 46Q: 3 clusters Score -495131.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -495134.593750 Penalty: 4137.458008
	Iteration 47Q: 3 clusters Score -495134.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -495135.656250 Penalty: 4137.458008
	Iteration 48Q: 3 clusters Score -495135.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -495136.531250 Penalty: 4137.458008
	Iteration 49Q: 3 clusters Score -495136.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -495136.500000 Penalty: 4137.458008
	Iteration 50Q: 3 clusters Score -495136.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -495138.468750 Penalty: 4137.458008
	Iteration 51Q: 3 clusters Score -495138.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -495137.718750 Penalty: 4137.458008
	Iteration 52Q: 3 clusters Score -495137.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -495137.656250 Penalty: 4137.458008
	Iteration 53Q: 3 clusters Score -495137.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -495137.656250 Penalty: 4137.458008
	Iteration 54F: 3 clusters Score -495137.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Entering Unmasked Estep 
Score: -2214276.250000 Penalty: 2424.460693
	Iteration 0F: 2 clusters Score -2214276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2201779.000000 Penalty: 4848.921387
	Iteration 0F: 3 clusters Score -2201779 nChanged 7639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -2205904.250000 Penalty: 4848.921387
	Iteration 1F: 3 clusters Score -2205904 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -2206280.250000 Penalty: 4848.921387
	Iteration 2F: 3 clusters Score -2206280 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -2206557.250000 Penalty: 4848.921387
	Iteration 3Q: 3 clusters Score -2206557 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2206802.750000 Penalty: 4848.921387
	Iteration 4Q: 3 clusters Score -2206803 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -2207046.750000 Penalty: 4848.921387
	Iteration 5Q: 3 clusters Score -2207047 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -2207328.250000 Penalty: 4848.921387
	Iteration 6Q: 3 clusters Score -2207328 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -2207683.250000 Penalty: 4848.921387
	Iteration 7Q: 3 clusters Score -2207683 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8864 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -2208065.000000 Penalty: 4848.921387
	Iteration 8Q: 3 clusters Score -2208065 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2208473.000000 Penalty: 4848.921387
	Iteration 9Q: 3 clusters Score -2208473 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2209004.750000 Penalty: 4848.921387
	Iteration 10Q: 3 clusters Score -2209005 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -2209592.250000 Penalty: 4848.921387
	Iteration 11Q: 3 clusters Score -2209592 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -2210048.750000 Penalty: 4848.921387
	Iteration 12Q: 3 clusters Score -2210049 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -2210291.750000 Penalty: 4848.921387
	Iteration 13Q: 3 clusters Score -2210292 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -2210420.750000 Penalty: 4848.921387
	Iteration 14Q: 3 clusters Score -2210421 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -2210484.250000 Penalty: 4848.921387
	Iteration 15Q: 3 clusters Score -2210484 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -2210526.000000 Penalty: 4848.921387
	Iteration 16Q: 3 clusters Score -2210526 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -2210562.750000 Penalty: 4848.921387
	Iteration 17Q: 3 clusters Score -2210563 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -2210597.750000 Penalty: 4848.921387
	Iteration 18Q: 3 clusters Score -2210598 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -2210622.500000 Penalty: 4848.921387
	Iteration 19Q: 3 clusters Score -2210622 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -2210647.000000 Penalty: 4848.921387
	Iteration 20F: 3 clusters Score -2210647 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -2210670.750000 Penalty: 4848.921387
	Iteration 21Q: 3 clusters Score -2210671 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -2210699.000000 Penalty: 4848.921387
	Iteration 22Q: 3 clusters Score -2210699 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -2210723.750000 Penalty: 4848.921387
	Iteration 23Q: 3 clusters Score -2210724 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -2210739.000000 Penalty: 4848.921387
	Iteration 24Q: 3 clusters Score -2210739 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -2210751.000000 Penalty: 4848.921387
	Iteration 25Q: 3 clusters Score -2210751 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -2210766.500000 Penalty: 4848.921387
	Iteration 26Q: 3 clusters Score -2210766 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -2210782.000000 Penalty: 4848.921387
	Iteration 27Q: 3 clusters Score -2210782 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -2210783.750000 Penalty: 4848.921387
	Iteration 28Q: 3 clusters Score -2210784 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -2210793.750000 Penalty: 4848.921387
	Iteration 29Q: 3 clusters Score -2210794 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -2210803.750000 Penalty: 4848.921387
	Iteration 30Q: 3 clusters Score -2210804 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -2210808.250000 Penalty: 4848.921387
	Iteration 31Q: 3 clusters Score -2210808 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -2210817.500000 Penalty: 4848.921387
	Iteration 32Q: 3 clusters Score -2210818 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -2210823.500000 Penalty: 4848.921387
	Iteration 33Q: 3 clusters Score -2210824 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10228 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -2210826.500000 Penalty: 4848.921387
	Iteration 34Q: 3 clusters Score -2210826 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -2210835.250000 Penalty: 4848.921387
	Iteration 35Q: 3 clusters Score -2210835 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -2210841.000000 Penalty: 4848.921387
	Iteration 36Q: 3 clusters Score -2210841 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -2210842.500000 Penalty: 4848.921387
	Iteration 37Q: 3 clusters Score -2210842 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -2210846.500000 Penalty: 4848.921387
	Iteration 38Q: 3 clusters Score -2210846 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -2210856.750000 Penalty: 4848.921387
	Iteration 39Q: 3 clusters Score -2210857 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -2210858.750000 Penalty: 4848.921387
	Iteration 40F: 3 clusters Score -2210859 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -2210868.250000 Penalty: 4848.921387
	Iteration 41Q: 3 clusters Score -2210868 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -2210872.750000 Penalty: 4848.921387
	Iteration 42Q: 3 clusters Score -2210873 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -2210879.250000 Penalty: 4848.921387
	Iteration 43Q: 3 clusters Score -2210879 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -2210895.000000 Penalty: 4848.921387
	Iteration 44Q: 3 clusters Score -2210895 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -2210890.750000 Penalty: 4848.921387
	Iteration 45Q: 3 clusters Score -2210891 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10675 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -2210898.500000 Penalty: 4848.921387
	Iteration 46Q: 3 clusters Score -2210898 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -2210901.250000 Penalty: 4848.921387
	Iteration 47Q: 3 clusters Score -2210901 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -2210904.500000 Penalty: 4848.921387
	Iteration 48Q: 3 clusters Score -2210904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -2210904.250000 Penalty: 4848.921387
	Iteration 49Q: 3 clusters Score -2210904 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -2210905.500000 Penalty: 4848.921387
	Iteration 50Q: 3 clusters Score -2210906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -2210904.500000 Penalty: 4848.921387
	Iteration 51Q: 3 clusters Score -2210904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -2210911 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -2210912.750000 Penalty: 4848.921387
	Iteration 53Q: 3 clusters Score -2210913 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -2210912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -2210912.500000 Penalty: 4848.921387
	Iteration 55Q: 3 clusters Score -2210912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -2210917.500000 Penalty: 4848.921387
	Iteration 56Q: 3 clusters Score -2210918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -2210919.000000 Penalty: 4848.921387
	Iteration 57Q: 3 clusters Score -2210919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -2210920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -2210920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -2210924.750000 Penalty: 4848.921387
	Iteration 60F: 3 clusters Score -2210925 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -2210925.250000 Penalty: 4848.921387
	Iteration 61Q: 3 clusters Score -2210925 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -2210924 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -2210924 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -2210931.500000 Penalty: 4848.921387
	Iteration 64Q: 3 clusters Score -2210932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -2210936.250000 Penalty: 4848.921387
	Iteration 65Q: 3 clusters Score -2210936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -2210936 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -2210936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -2210941.500000 Penalty: 4848.921387
	Iteration 68Q: 3 clusters Score -2210942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -2210943.250000 Penalty: 4848.921387
	Iteration 69Q: 3 clusters Score -2210943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -2210937.500000 Penalty: 4848.921387
	Iteration 70Q: 3 clusters Score -2210938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -2210940.250000 Penalty: 4848.921387
	Iteration 71Q: 3 clusters Score -2210940 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -2210945.750000 Penalty: 4848.921387
	Iteration 72Q: 3 clusters Score -2210946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -2210947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -2210947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -2210944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -2210948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -2210945 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -2210949.500000 Penalty: 4848.921387
	Iteration 78Q: 3 clusters Score -2210950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -2210954 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -2210950 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -2210951 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -2210954 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2210962 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -2210968 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -2210975 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -2210975 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -2210975 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -2210981 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -2210984 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -2210991.250000 Penalty: 4848.921387
	Iteration 90Q: 3 clusters Score -2210991 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -2210990 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -2210995 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -2210999 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -2211006 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -2211010 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -2211012.750000 Penalty: 4848.921387
	Iteration 96Q: 3 clusters Score -2211013 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -2211008.000000 Penalty: 4848.921387
	Iteration 97Q: 3 clusters Score -2211008 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -2211015.000000 Penalty: 4848.921387
	Iteration 98Q: 3 clusters Score -2211015 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -2211018.250000 Penalty: 4848.921387
	Iteration 99Q: 3 clusters Score -2211018 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -2211020.000000 Penalty: 4848.921387
	Iteration 100F: 3 clusters Score -2211020 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -2211022.000000 Penalty: 4848.921387
	Iteration 101Q: 3 clusters Score -2211022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -2211024.750000 Penalty: 4848.921387
	Iteration 102Q: 3 clusters Score -2211025 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -2211029.000000 Penalty: 4848.921387
	Iteration 103Q: 3 clusters Score -2211029 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -2211038.750000 Penalty: 4848.921387
	Iteration 104Q: 3 clusters Score -2211039 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -2211035.750000 Penalty: 4848.921387
	Iteration 105Q: 3 clusters Score -2211036 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -2211048 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -2211051.750000 Penalty: 4848.921387
	Iteration 107Q: 3 clusters Score -2211052 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -2211058.250000 Penalty: 4848.921387
	Iteration 108Q: 3 clusters Score -2211058 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -2211058 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -2211061.250000 Penalty: 4848.921387
	Iteration 110Q: 3 clusters Score -2211061 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -2211064 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -2211065 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -2211063.500000 Penalty: 4848.921387
	Iteration 113Q: 3 clusters Score -2211064 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -2211067.750000 Penalty: 4848.921387
	Iteration 114Q: 3 clusters Score -2211068 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -2211066.000000 Penalty: 4848.921387
	Iteration 115Q: 3 clusters Score -2211066 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -2211069 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -2211070.250000 Penalty: 4848.921387
	Iteration 117Q: 3 clusters Score -2211070 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -2211076.750000 Penalty: 4848.921387
	Iteration 118Q: 3 clusters Score -2211077 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -2211076 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -2211081.250000 Penalty: 4848.921387
	Iteration 120F: 3 clusters Score -2211081 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -2211089.000000 Penalty: 4848.921387
	Iteration 121Q: 3 clusters Score -2211089 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -2211091.500000 Penalty: 4848.921387
	Iteration 122Q: 3 clusters Score -2211092 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -2211096.250000 Penalty: 4848.921387
	Iteration 123Q: 3 clusters Score -2211096 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -2211102.500000 Penalty: 4848.921387
	Iteration 124Q: 3 clusters Score -2211102 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -2211109.750000 Penalty: 4848.921387
	Iteration 125Q: 3 clusters Score -2211110 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -2211113.500000 Penalty: 4848.921387
	Iteration 126Q: 3 clusters Score -2211114 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -2211117 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12367 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -2211115 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -2211118 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -2211121.500000 Penalty: 4848.921387
	Iteration 130Q: 3 clusters Score -2211122 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -2211126.250000 Penalty: 4848.921387
	Iteration 131Q: 3 clusters Score -2211126 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2211128 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -2211132.250000 Penalty: 4848.921387
	Iteration 133Q: 3 clusters Score -2211132 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12526 members 
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2211134 nChanged 24
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Mstep: Class 1 contains 12550 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -2211138 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12571 members 
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Entering Unmasked Estep 
Score: -2211145.500000 Penalty: 4848.921387
	Iteration 136Q: 3 clusters Score -2211146 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -2211148 nChanged 20
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Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -2211153.000000 Penalty: 4848.921387
	Iteration 138Q: 3 clusters Score -2211153 nChanged 20
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Mstep: Class 1 contains 12630 members 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -2211152 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -2211160.250000 Penalty: 4848.921387
	Iteration 140F: 3 clusters Score -2211160 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12677 members 
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -2211160 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -2211158.000000 Penalty: 4848.921387
	Iteration 142Q: 3 clusters Score -2211158 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -2211162.250000 Penalty: 4848.921387
	Iteration 143Q: 3 clusters Score -2211162 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2211170 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -2211178 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2211188 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -2211185 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2211195 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -2211194 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -2211201.000000 Penalty: 4848.921387
	Iteration 150Q: 3 clusters Score -2211201 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -2211207.750000 Penalty: 4848.921387
	Iteration 151Q: 3 clusters Score -2211208 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12997 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -2211209.250000 Penalty: 4848.921387
	Iteration 152Q: 3 clusters Score -2211209 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -2211212.250000 Penalty: 4848.921387
	Iteration 153Q: 3 clusters Score -2211212 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -2211217.500000 Penalty: 4848.921387
	Iteration 154Q: 3 clusters Score -2211218 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -2211225 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -2211224 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -2211235.500000 Penalty: 4848.921387
	Iteration 157Q: 3 clusters Score -2211236 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -2211234 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -2211240 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -2211239.750000 Penalty: 4848.921387
	Iteration 160F: 3 clusters Score -2211240 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -2211246 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -2211251.750000 Penalty: 4848.921387
	Iteration 162Q: 3 clusters Score -2211252 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -2211257.250000 Penalty: 4848.921387
	Iteration 163Q: 3 clusters Score -2211257 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -2211266 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -2211276.500000 Penalty: 4848.921387
	Iteration 165Q: 3 clusters Score -2211276 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -2211286 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -2211294 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -2211303.750000 Penalty: 4848.921387
	Iteration 168Q: 3 clusters Score -2211304 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -2211308 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -2211316 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -2211324 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -2211334 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -2211334 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -2211341.500000 Penalty: 4848.921387
	Iteration 174Q: 3 clusters Score -2211342 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -2211346 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -2211350 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -2211361 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -2211366 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -2211368 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -2211377.250000 Penalty: 4848.921387
	Iteration 180F: 3 clusters Score -2211377 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -2211391.500000 Penalty: 4848.921387
	Iteration 181Q: 3 clusters Score -2211392 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -2211397.750000 Penalty: 4848.921387
	Iteration 182Q: 3 clusters Score -2211398 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -2211404.500000 Penalty: 4848.921387
	Iteration 183Q: 3 clusters Score -2211404 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -2211414.250000 Penalty: 4848.921387
	Iteration 184Q: 3 clusters Score -2211414 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -2211410 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -2211421.000000 Penalty: 4848.921387
	Iteration 186Q: 3 clusters Score -2211421 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -2211426.000000 Penalty: 4848.921387
	Iteration 187Q: 3 clusters Score -2211426 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -2211437 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -2211442.750000 Penalty: 4848.921387
	Iteration 189Q: 3 clusters Score -2211443 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -2211448.000000 Penalty: 4848.921387
	Iteration 190Q: 3 clusters Score -2211448 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -2211458 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -2211466 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -2211481.750000 Penalty: 4848.921387
	Iteration 193Q: 3 clusters Score -2211482 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
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Entering Unmasked Estep 
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	Iteration 194Q: 3 clusters Score -2211486 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
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	Iteration 195Q: 3 clusters Score -2211502 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -2211507 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -2211521 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -2211531 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -2211547 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -2211563.250000 Penalty: 4848.921387
	Iteration 200F: 3 clusters Score -2211563 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -2211578 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14941 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2211586.250000 Penalty: 4848.921387
	Iteration 202Q: 3 clusters Score -2211586 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -2211601 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -2211610 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -2211630 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -2211640.250000 Penalty: 4848.921387
	Iteration 206Q: 3 clusters Score -2211640 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2211651.250000 Penalty: 4848.921387
	Iteration 207Q: 3 clusters Score -2211651 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -2211667 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2211679.250000 Penalty: 4848.921387
	Iteration 209Q: 3 clusters Score -2211679 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2211689.000000 Penalty: 4848.921387
	Iteration 210Q: 3 clusters Score -2211689 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2211709.500000 Penalty: 4848.921387
	Iteration 211Q: 3 clusters Score -2211710 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15432 members 
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Entering Unmasked Estep 
Score: -2211721.250000 Penalty: 4848.921387
	Iteration 212Q: 3 clusters Score -2211721 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -2211740 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15536 members 
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Entering Unmasked Estep 
Score: -2211754.500000 Penalty: 4848.921387
	Iteration 214Q: 3 clusters Score -2211754 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
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Entering Unmasked Estep 
Score: -2211763.250000 Penalty: 4848.921387
	Iteration 215Q: 3 clusters Score -2211763 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2211766.000000 Penalty: 4848.921387
	Iteration 216Q: 3 clusters Score -2211766 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2211775.750000 Penalty: 4848.921387
	Iteration 217Q: 3 clusters Score -2211776 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2211782.750000 Penalty: 4848.921387
	Iteration 218Q: 3 clusters Score -2211783 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2211792.750000 Penalty: 4848.921387
	Iteration 219Q: 3 clusters Score -2211793 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
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Entering Unmasked Estep 
Score: -2211791.250000 Penalty: 4848.921387
	Iteration 220F: 3 clusters Score -2211791 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
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Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -2211806 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2211813.000000 Penalty: 4848.921387
	Iteration 222Q: 3 clusters Score -2211813 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15805 members 
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Entering Unmasked Estep 
Score: -2211819.250000 Penalty: 4848.921387
	Iteration 223Q: 3 clusters Score -2211819 nChanged 34
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Mstep: Class 1 contains 15839 members 
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Entering Unmasked Estep 
Score: -2211829.500000 Penalty: 4848.921387
	Iteration 224Q: 3 clusters Score -2211830 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15864 members 
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Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -2211844 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15903 members 
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Entering Unmasked Estep 
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	Iteration 226Q: 3 clusters Score -2211860 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15933 members 
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Entering Unmasked Estep 
Score: -2211861.750000 Penalty: 4848.921387
	Iteration 227Q: 3 clusters Score -2211862 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15960 members 
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Entering Unmasked Estep 
Score: -2211872.250000 Penalty: 4848.921387
	Iteration 228Q: 3 clusters Score -2211872 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2211882.250000 Penalty: 4848.921387
	Iteration 229Q: 3 clusters Score -2211882 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -2211885 nChanged 28
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Mstep: Class 1 contains 16032 members 
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Entering Unmasked Estep 
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	Iteration 231Q: 3 clusters Score -2211898 nChanged 30
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Mstep: Class 1 contains 16062 members 
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Entering Unmasked Estep 
Score: -2211908.250000 Penalty: 4848.921387
	Iteration 232Q: 3 clusters Score -2211908 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16093 members 
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Entering Unmasked Estep 
Score: -2211923.500000 Penalty: 4848.921387
	Iteration 233Q: 3 clusters Score -2211924 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2211930.250000 Penalty: 4848.921387
	Iteration 234Q: 3 clusters Score -2211930 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2211941.000000 Penalty: 4848.921387
	Iteration 235Q: 3 clusters Score -2211941 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2211955.250000 Penalty: 4848.921387
	Iteration 236Q: 3 clusters Score -2211955 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2211969.500000 Penalty: 4848.921387
	Iteration 237Q: 3 clusters Score -2211970 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2211987.500000 Penalty: 4848.921387
	Iteration 238Q: 3 clusters Score -2211988 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2212004.500000 Penalty: 4848.921387
	Iteration 239Q: 3 clusters Score -2212004 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2212015.250000 Penalty: 4848.921387
	Iteration 240F: 3 clusters Score -2212015 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2212025.250000 Penalty: 4848.921387
	Iteration 241Q: 3 clusters Score -2212025 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2212035.750000 Penalty: 4848.921387
	Iteration 242Q: 3 clusters Score -2212036 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16370 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2212049.000000 Penalty: 4848.921387
	Iteration 243Q: 3 clusters Score -2212049 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16391 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2212056.000000 Penalty: 4848.921387
	Iteration 244Q: 3 clusters Score -2212056 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2212061.750000 Penalty: 4848.921387
	Iteration 245Q: 3 clusters Score -2212062 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2212074.750000 Penalty: 4848.921387
	Iteration 246Q: 3 clusters Score -2212075 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2212090.000000 Penalty: 4848.921387
	Iteration 247Q: 3 clusters Score -2212090 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16472 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2212095.500000 Penalty: 4848.921387
	Iteration 248Q: 3 clusters Score -2212096 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2212104.250000 Penalty: 4848.921387
	Iteration 249Q: 3 clusters Score -2212104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2212113.750000 Penalty: 4848.921387
	Iteration 250Q: 3 clusters Score -2212114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2212115.250000 Penalty: 4848.921387
	Iteration 251Q: 3 clusters Score -2212115 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2212118.500000 Penalty: 4848.921387
	Iteration 252Q: 3 clusters Score -2212118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2212120.250000 Penalty: 4848.921387
	Iteration 253Q: 3 clusters Score -2212120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -2212128.000000 Penalty: 4848.921387
	Iteration 254Q: 3 clusters Score -2212128 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2212132.000000 Penalty: 4848.921387
	Iteration 255Q: 3 clusters Score -2212132 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2212137.500000 Penalty: 4848.921387
	Iteration 256Q: 3 clusters Score -2212138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2212138.250000 Penalty: 4848.921387
	Iteration 257Q: 3 clusters Score -2212138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2212144.250000 Penalty: 4848.921387
	Iteration 258Q: 3 clusters Score -2212144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2212145.250000 Penalty: 4848.921387
	Iteration 259Q: 3 clusters Score -2212145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2212150.250000 Penalty: 4848.921387
	Iteration 260F: 3 clusters Score -2212150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2212153.500000 Penalty: 4848.921387
	Iteration 261Q: 3 clusters Score -2212154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2212160.750000 Penalty: 4848.921387
	Iteration 262Q: 3 clusters Score -2212161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2212165.500000 Penalty: 4848.921387
	Iteration 263Q: 3 clusters Score -2212166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2212171.750000 Penalty: 4848.921387
	Iteration 264Q: 3 clusters Score -2212172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2212173.250000 Penalty: 4848.921387
	Iteration 265Q: 3 clusters Score -2212173 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2212176.000000 Penalty: 4848.921387
	Iteration 266Q: 3 clusters Score -2212176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2212182.750000 Penalty: 4848.921387
	Iteration 267Q: 3 clusters Score -2212183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2212187.750000 Penalty: 4848.921387
	Iteration 268Q: 3 clusters Score -2212188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2212193.000000 Penalty: 4848.921387
	Iteration 269Q: 3 clusters Score -2212193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2212195.000000 Penalty: 4848.921387
	Iteration 270Q: 3 clusters Score -2212195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2212199.000000 Penalty: 4848.921387
	Iteration 271Q: 3 clusters Score -2212199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2212202.750000 Penalty: 4848.921387
	Iteration 272Q: 3 clusters Score -2212203 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2212209.250000 Penalty: 4848.921387
	Iteration 273Q: 3 clusters Score -2212209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2212214.000000 Penalty: 4848.921387
	Iteration 274Q: 3 clusters Score -2212214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2212220.250000 Penalty: 4848.921387
	Iteration 275Q: 3 clusters Score -2212220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2212219.000000 Penalty: 4848.921387
	Iteration 276Q: 3 clusters Score -2212219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2212220.500000 Penalty: 4848.921387
	Iteration 277Q: 3 clusters Score -2212220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2212220.500000 Penalty: 4848.921387
	Iteration 278F: 3 clusters Score -2212220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Entering Unmasked Estep 
Score: -274491.687500 Penalty: 1921.511108
	Iteration 0F: 2 clusters Score -274491.7 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 1184 members 
Entering Unmasked Estep 
Score: -271684.531250 Penalty: 3843.022217
	Iteration 0F: 3 clusters Score -271684.5 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -272231.937500 Penalty: 3843.022217
	Iteration 1F: 3 clusters Score -272231.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -272354.093750 Penalty: 3843.022217
	Iteration 2F: 3 clusters Score -272354.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -272410.406250 Penalty: 3843.022217
	Iteration 3Q: 3 clusters Score -272410.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -272456.687500 Penalty: 3843.022217
	Iteration 4Q: 3 clusters Score -272456.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -272490.593750 Penalty: 3843.022217
	Iteration 5Q: 3 clusters Score -272490.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -272518.281250 Penalty: 3843.022217
	Iteration 6Q: 3 clusters Score -272518.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -272541.375000 Penalty: 3843.022217
	Iteration 7Q: 3 clusters Score -272541.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -272563.875000 Penalty: 3843.022217
	Iteration 8Q: 3 clusters Score -272563.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -272586.687500 Penalty: 3843.022217
	Iteration 9Q: 3 clusters Score -272586.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -272611.781250 Penalty: 3843.022217
	Iteration 10Q: 3 clusters Score -272611.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -272634.906250 Penalty: 3843.022217
	Iteration 11Q: 3 clusters Score -272634.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -272655.625000 Penalty: 3843.022217
	Iteration 12Q: 3 clusters Score -272655.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -272678.750000 Penalty: 3843.022217
	Iteration 13Q: 3 clusters Score -272678.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -272703.031250 Penalty: 3843.022217
	Iteration 14Q: 3 clusters Score -272703 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -272727.656250 Penalty: 3843.022217
	Iteration 15Q: 3 clusters Score -272727.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -272754.656250 Penalty: 3843.022217
	Iteration 16Q: 3 clusters Score -272754.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -272775.343750 Penalty: 3843.022217
	Iteration 17Q: 3 clusters Score -272775.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -272796.875000 Penalty: 3843.022217
	Iteration 18Q: 3 clusters Score -272796.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -272814.531250 Penalty: 3843.022217
	Iteration 19Q: 3 clusters Score -272814.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -272832.031250 Penalty: 3843.022217
	Iteration 20F: 3 clusters Score -272832 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -272847.281250 Penalty: 3843.022217
	Iteration 21Q: 3 clusters Score -272847.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -272859.750000 Penalty: 3843.022217
	Iteration 22Q: 3 clusters Score -272859.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -272874.031250 Penalty: 3843.022217
	Iteration 23Q: 3 clusters Score -272874 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -272890.000000 Penalty: 3843.022217
	Iteration 24Q: 3 clusters Score -272890 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -272910.625000 Penalty: 3843.022217
	Iteration 25Q: 3 clusters Score -272910.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -272933.375000 Penalty: 3843.022217
	Iteration 26Q: 3 clusters Score -272933.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -272959.343750 Penalty: 3843.022217
	Iteration 27Q: 3 clusters Score -272959.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -272984.843750 Penalty: 3843.022217
	Iteration 28Q: 3 clusters Score -272984.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -273005.906250 Penalty: 3843.022217
	Iteration 29Q: 3 clusters Score -273005.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -273018.687500 Penalty: 3843.022217
	Iteration 30Q: 3 clusters Score -273018.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -273031.781250 Penalty: 3843.022217
	Iteration 31Q: 3 clusters Score -273031.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -273044.375000 Penalty: 3843.022217
	Iteration 32Q: 3 clusters Score -273044.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -273053.468750 Penalty: 3843.022217
	Iteration 33Q: 3 clusters Score -273053.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -273060.875000 Penalty: 3843.022217
	Iteration 34Q: 3 clusters Score -273060.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -273067.843750 Penalty: 3843.022217
	Iteration 35Q: 3 clusters Score -273067.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -273074.562500 Penalty: 3843.022217
	Iteration 36Q: 3 clusters Score -273074.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -273083.093750 Penalty: 3843.022217
	Iteration 37Q: 3 clusters Score -273083.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -273087.625000 Penalty: 3843.022217
	Iteration 38Q: 3 clusters Score -273087.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -273091.281250 Penalty: 3843.022217
	Iteration 39Q: 3 clusters Score -273091.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -273094.718750 Penalty: 3843.022217
	Iteration 40F: 3 clusters Score -273094.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -273100.812500 Penalty: 3843.022217
	Iteration 41Q: 3 clusters Score -273100.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -273104.125000 Penalty: 3843.022217
	Iteration 42Q: 3 clusters Score -273104.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -273106.156250 Penalty: 3843.022217
	Iteration 43Q: 3 clusters Score -273106.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -273107.406250 Penalty: 3843.022217
	Iteration 44Q: 3 clusters Score -273107.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -273109.812500 Penalty: 3843.022217
	Iteration 45Q: 3 clusters Score -273109.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -273112.125000 Penalty: 3843.022217
	Iteration 46Q: 3 clusters Score -273112.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -273112.750000 Penalty: 3843.022217
	Iteration 47Q: 3 clusters Score -273112.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -273113.187500 Penalty: 3843.022217
	Iteration 48Q: 3 clusters Score -273113.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -273113.437500 Penalty: 3843.022217
	Iteration 49Q: 3 clusters Score -273113.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -273114.906250 Penalty: 3843.022217
	Iteration 50Q: 3 clusters Score -273114.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -273116.375000 Penalty: 3843.022217
	Iteration 51Q: 3 clusters Score -273116.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -273116.812500 Penalty: 3843.022217
	Iteration 52Q: 3 clusters Score -273116.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -273116.812500 Penalty: 3843.022217
	Iteration 53F: 3 clusters Score -273116.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (28457 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28457 members 
Entering Unmasked Estep 
Score: -3582607.000000 Penalty: 2543.524902
	Iteration 0F: 2 clusters Score -3582607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -3562998.750000 Penalty: 5087.049805
	Iteration 0F: 3 clusters Score -3562999 nChanged 12844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -3569832.500000 Penalty: 5087.049805
	Iteration 1F: 3 clusters Score -3569832 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -3570279.000000 Penalty: 5087.049805
	Iteration 2Q: 3 clusters Score -3570279 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -3570637.250000 Penalty: 5087.049805
	Iteration 3Q: 3 clusters Score -3570637 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -3570966.750000 Penalty: 5087.049805
	Iteration 4Q: 3 clusters Score -3570967 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -3571354.000000 Penalty: 5087.049805
	Iteration 5Q: 3 clusters Score -3571354 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -3571814.750000 Penalty: 5087.049805
	Iteration 6Q: 3 clusters Score -3571815 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -3572439.750000 Penalty: 5087.049805
	Iteration 7Q: 3 clusters Score -3572440 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -3573378.500000 Penalty: 5087.049805
	Iteration 8F: 3 clusters Score -3573378 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -3574835.000000 Penalty: 5087.049805
	Iteration 9F: 3 clusters Score -3574835 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -3576532.250000 Penalty: 5087.049805
	Iteration 10F: 3 clusters Score -3576532 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -3578180.000000 Penalty: 5087.049805
	Iteration 11F: 3 clusters Score -3578180 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -3579389.250000 Penalty: 5087.049805
	Iteration 12Q: 3 clusters Score -3579389 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -3580155.750000 Penalty: 5087.049805
	Iteration 13Q: 3 clusters Score -3580156 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -3580605.000000 Penalty: 5087.049805
	Iteration 14Q: 3 clusters Score -3580605 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 27844 members 
Entering Unmasked Estep 
Score: -3580806.250000 Penalty: 5087.049805
	Iteration 15Q: 3 clusters Score -3580806 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 27900 members 
Entering Unmasked Estep 
Score: -3580946.250000 Penalty: 5087.049805
	Iteration 16Q: 3 clusters Score -3580946 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -3581015.000000 Penalty: 5087.049805
	Iteration 17Q: 3 clusters Score -3581015 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 27939 members 
Entering Unmasked Estep 
Score: -3581056.250000 Penalty: 5087.049805
	Iteration 18Q: 3 clusters Score -3581056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -3581076.500000 Penalty: 5087.049805
	Iteration 19Q: 3 clusters Score -3581076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 27945 members 
Entering Unmasked Estep 
Score: -3581106.000000 Penalty: 5087.049805
	Iteration 20F: 3 clusters Score -3581106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 27932 members 
Entering Unmasked Estep 
Score: -3581152.000000 Penalty: 5087.049805
	Iteration 21Q: 3 clusters Score -3581152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 27933 members 
Entering Unmasked Estep 
Score: -3581166.000000 Penalty: 5087.049805
	Iteration 22Q: 3 clusters Score -3581166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -3581171.750000 Penalty: 5087.049805
	Iteration 23Q: 3 clusters Score -3581172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -3581177.750000 Penalty: 5087.049805
	Iteration 24Q: 3 clusters Score -3581178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -3581181.000000 Penalty: 5087.049805
	Iteration 25Q: 3 clusters Score -3581181 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -3581183.000000 Penalty: 5087.049805
	Iteration 26Q: 3 clusters Score -3581183 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -3581184.750000 Penalty: 5087.049805
	Iteration 27Q: 3 clusters Score -3581185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -3581188.250000 Penalty: 5087.049805
	Iteration 28Q: 3 clusters Score -3581188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
Score: -3581190.000000 Penalty: 5087.049805
	Iteration 29Q: 3 clusters Score -3581190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -3581190.250000 Penalty: 5087.049805
	Iteration 30Q: 3 clusters Score -3581190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -3581188.000000 Penalty: 5087.049805
	Iteration 31Q: 3 clusters Score -3581188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -3581188.500000 Penalty: 5087.049805
	Iteration 32F: 3 clusters Score -3581188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -3581195.250000 Penalty: 5087.049805
	Iteration 33Q: 3 clusters Score -3581195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 27914 members 
Entering Unmasked Estep 
Score: -3581197.250000 Penalty: 5087.049805
	Iteration 34Q: 3 clusters Score -3581197 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -3581198.500000 Penalty: 5087.049805
	Iteration 35Q: 3 clusters Score -3581198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 27911 members 
Entering Unmasked Estep 
Score: -3581198.000000 Penalty: 5087.049805
	Iteration 36Q: 3 clusters Score -3581198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 27911 members 
Entering Unmasked Estep 
Score: -3581198.000000 Penalty: 5087.049805
	Iteration 37F: 3 clusters Score -3581198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Entering Unmasked Estep 
Score: -714336.562500 Penalty: 2142.573975
	Iteration 0F: 2 clusters Score -714336.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -709413.562500 Penalty: 4285.147949
	Iteration 0F: 3 clusters Score -709413.6 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -710567.687500 Penalty: 4285.147949
	Iteration 1F: 3 clusters Score -710567.7 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -710769.625000 Penalty: 4285.147949
	Iteration 2F: 3 clusters Score -710769.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -710874.062500 Penalty: 4285.147949
	Iteration 3Q: 3 clusters Score -710874.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -710957.562500 Penalty: 4285.147949
	Iteration 4Q: 3 clusters Score -710957.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -711020.625000 Penalty: 4285.147949
	Iteration 5Q: 3 clusters Score -711020.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -711072.312500 Penalty: 4285.147949
	Iteration 6Q: 3 clusters Score -711072.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -711107.250000 Penalty: 4285.147949
	Iteration 7Q: 3 clusters Score -711107.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -711140.875000 Penalty: 4285.147949
	Iteration 8Q: 3 clusters Score -711140.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -711171.562500 Penalty: 4285.147949
	Iteration 9Q: 3 clusters Score -711171.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -711200.187500 Penalty: 4285.147949
	Iteration 10Q: 3 clusters Score -711200.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -711227.375000 Penalty: 4285.147949
	Iteration 11Q: 3 clusters Score -711227.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -711254.875000 Penalty: 4285.147949
	Iteration 12Q: 3 clusters Score -711254.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -711292.625000 Penalty: 4285.147949
	Iteration 13Q: 3 clusters Score -711292.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -711332.312500 Penalty: 4285.147949
	Iteration 14Q: 3 clusters Score -711332.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -711378.000000 Penalty: 4285.147949
	Iteration 15Q: 3 clusters Score -711378 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -711437.312500 Penalty: 4285.147949
	Iteration 16Q: 3 clusters Score -711437.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -711483.437500 Penalty: 4285.147949
	Iteration 17Q: 3 clusters Score -711483.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -711535.187500 Penalty: 4285.147949
	Iteration 18Q: 3 clusters Score -711535.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -711604.187500 Penalty: 4285.147949
	Iteration 19Q: 3 clusters Score -711604.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -711671.812500 Penalty: 4285.147949
	Iteration 20F: 3 clusters Score -711671.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -711747.687500 Penalty: 4285.147949
	Iteration 21Q: 3 clusters Score -711747.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -711819.562500 Penalty: 4285.147949
	Iteration 22Q: 3 clusters Score -711819.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -711897.812500 Penalty: 4285.147949
	Iteration 23Q: 3 clusters Score -711897.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -711972.125000 Penalty: 4285.147949
	Iteration 24Q: 3 clusters Score -711972.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -712040.062500 Penalty: 4285.147949
	Iteration 25Q: 3 clusters Score -712040.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -712108.937500 Penalty: 4285.147949
	Iteration 26Q: 3 clusters Score -712108.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -712160.937500 Penalty: 4285.147949
	Iteration 27Q: 3 clusters Score -712160.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -712196.500000 Penalty: 4285.147949
	Iteration 28Q: 3 clusters Score -712196.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -712229.625000 Penalty: 4285.147949
	Iteration 29Q: 3 clusters Score -712229.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -712263.625000 Penalty: 4285.147949
	Iteration 30Q: 3 clusters Score -712263.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -712301.375000 Penalty: 4285.147949
	Iteration 31Q: 3 clusters Score -712301.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -712332.000000 Penalty: 4285.147949
	Iteration 32Q: 3 clusters Score -712332 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -712357.562500 Penalty: 4285.147949
	Iteration 33Q: 3 clusters Score -712357.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -712375.437500 Penalty: 4285.147949
	Iteration 34Q: 3 clusters Score -712375.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -712388.000000 Penalty: 4285.147949
	Iteration 35Q: 3 clusters Score -712388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -712404.750000 Penalty: 4285.147949
	Iteration 36Q: 3 clusters Score -712404.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -712417.812500 Penalty: 4285.147949
	Iteration 37Q: 3 clusters Score -712417.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -712430.562500 Penalty: 4285.147949
	Iteration 38Q: 3 clusters Score -712430.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -712442.937500 Penalty: 4285.147949
	Iteration 39Q: 3 clusters Score -712442.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -712455.375000 Penalty: 4285.147949
	Iteration 40F: 3 clusters Score -712455.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -712456.750000 Penalty: 4285.147949
	Iteration 41Q: 3 clusters Score -712456.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -712458.000000 Penalty: 4285.147949
	Iteration 42Q: 3 clusters Score -712458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -712458.000000 Penalty: 4285.147949
	Iteration 43F: 3 clusters Score -712458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Entering Unmasked Estep 
Score: -153161.890625 Penalty: 1781.411743
	Iteration 0F: 2 clusters Score -153161.9 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 651 members 
Entering Unmasked Estep 
Score: -151030.796875 Penalty: 3562.823486
	Iteration 0F: 3 clusters Score -151030.8 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -151385.078125 Penalty: 3562.823486
	Iteration 1F: 3 clusters Score -151385.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -151523.031250 Penalty: 3562.823486
	Iteration 2F: 3 clusters Score -151523 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -151625.843750 Penalty: 3562.823486
	Iteration 3Q: 3 clusters Score -151625.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -151705.578125 Penalty: 3562.823486
	Iteration 4Q: 3 clusters Score -151705.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -151791.171875 Penalty: 3562.823486
	Iteration 5Q: 3 clusters Score -151791.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -151840.843750 Penalty: 3562.823486
	Iteration 6Q: 3 clusters Score -151840.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -151875.656250 Penalty: 3562.823486
	Iteration 7Q: 3 clusters Score -151875.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -151912.906250 Penalty: 3562.823486
	Iteration 8Q: 3 clusters Score -151912.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -151947.593750 Penalty: 3562.823486
	Iteration 9Q: 3 clusters Score -151947.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -151987.250000 Penalty: 3562.823486
	Iteration 10Q: 3 clusters Score -151987.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -152028.562500 Penalty: 3562.823486
	Iteration 11Q: 3 clusters Score -152028.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -152067.312500 Penalty: 3562.823486
	Iteration 12Q: 3 clusters Score -152067.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -152126.812500 Penalty: 3562.823486
	Iteration 13Q: 3 clusters Score -152126.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -152186.625000 Penalty: 3562.823486
	Iteration 14Q: 3 clusters Score -152186.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -152242.187500 Penalty: 3562.823486
	Iteration 15Q: 3 clusters Score -152242.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -152291.156250 Penalty: 3562.823486
	Iteration 16Q: 3 clusters Score -152291.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -152320.984375 Penalty: 3562.823486
	Iteration 17Q: 3 clusters Score -152321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -152335.531250 Penalty: 3562.823486
	Iteration 18Q: 3 clusters Score -152335.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -152359.625000 Penalty: 3562.823486
	Iteration 19Q: 3 clusters Score -152359.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -152384.140625 Penalty: 3562.823486
	Iteration 20F: 3 clusters Score -152384.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -152403.859375 Penalty: 3562.823486
	Iteration 21Q: 3 clusters Score -152403.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -152411.453125 Penalty: 3562.823486
	Iteration 22Q: 3 clusters Score -152411.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -152418.593750 Penalty: 3562.823486
	Iteration 23Q: 3 clusters Score -152418.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -152424.562500 Penalty: 3562.823486
	Iteration 24Q: 3 clusters Score -152424.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -152429.359375 Penalty: 3562.823486
	Iteration 25Q: 3 clusters Score -152429.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -152431.140625 Penalty: 3562.823486
	Iteration 26Q: 3 clusters Score -152431.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -152431.140625 Penalty: 3562.823486
	Iteration 27F: 3 clusters Score -152431.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (96150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96150 members 
Entering Unmasked Estep 
Score: -12047324.000000 Penalty: 2845.468994
	Iteration 0F: 2 clusters Score -1.204732e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47861 members 
Mstep: Class 2 contains 48289 members 
Entering Unmasked Estep 
Score: -11983244.000000 Penalty: 5690.937988
	Iteration 0F: 3 clusters Score -1.198324e+07 nChanged 45337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44912 members 
Mstep: Class 2 contains 51238 members 
Entering Unmasked Estep 
Score: -12009442.000000 Penalty: 5690.937988
	Iteration 1F: 3 clusters Score -1.200944e+07 nChanged 3799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42797 members 
Mstep: Class 2 contains 53353 members 
Entering Unmasked Estep 
Score: -12010734.000000 Penalty: 5690.937988
	Iteration 2Q: 3 clusters Score -1.201073e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39629 members 
Mstep: Class 2 contains 56521 members 
Entering Unmasked Estep 
Score: -12012748.000000 Penalty: 5690.937988
	Iteration 3Q: 3 clusters Score -1.201275e+07 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34921 members 
Mstep: Class 2 contains 61229 members 
Entering Unmasked Estep 
Score: -12016143.000000 Penalty: 5690.937988
	Iteration 4F: 3 clusters Score -1.201614e+07 nChanged 7227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 67382 members 
Entering Unmasked Estep 
Score: -12021597.000000 Penalty: 5690.937988
	Iteration 5F: 3 clusters Score -1.20216e+07 nChanged 7975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 74409 members 
Entering Unmasked Estep 
Score: -12028543.000000 Penalty: 5690.937988
	Iteration 6F: 3 clusters Score -1.202854e+07 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 80587 members 
Entering Unmasked Estep 
Score: -12035213.000000 Penalty: 5690.937988
	Iteration 7F: 3 clusters Score -1.203521e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 84754 members 
Entering Unmasked Estep 
Score: -12039840.000000 Penalty: 5690.937988
	Iteration 8F: 3 clusters Score -1.203984e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 86992 members 
Entering Unmasked Estep 
Score: -12042283.000000 Penalty: 5690.937988
	Iteration 9Q: 3 clusters Score -1.204228e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 88220 members 
Entering Unmasked Estep 
Score: -12043480.000000 Penalty: 5690.937988
	Iteration 10Q: 3 clusters Score -1.204348e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 89012 members 
Entering Unmasked Estep 
Score: -12044051.000000 Penalty: 5690.937988
	Iteration 11Q: 3 clusters Score -1.204405e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 89623 members 
Entering Unmasked Estep 
Score: -12044431.000000 Penalty: 5690.937988
	Iteration 12Q: 3 clusters Score -1.204443e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 90163 members 
Entering Unmasked Estep 
Score: -12044650.000000 Penalty: 5690.937988
	Iteration 13Q: 3 clusters Score -1.204465e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 90629 members 
Entering Unmasked Estep 
Score: -12044804.000000 Penalty: 5690.937988
	Iteration 14Q: 3 clusters Score -1.20448e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 91009 members 
Entering Unmasked Estep 
Score: -12044898.000000 Penalty: 5690.937988
	Iteration 15Q: 3 clusters Score -1.20449e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 91342 members 
Entering Unmasked Estep 
Score: -12044971.000000 Penalty: 5690.937988
	Iteration 16Q: 3 clusters Score -1.204497e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 91640 members 
Entering Unmasked Estep 
Score: -12045072.000000 Penalty: 5690.937988
	Iteration 17Q: 3 clusters Score -1.204507e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 91922 members 
Entering Unmasked Estep 
Score: -12045151.000000 Penalty: 5690.937988
	Iteration 18Q: 3 clusters Score -1.204515e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 92155 members 
Entering Unmasked Estep 
Score: -12045211.000000 Penalty: 5690.937988
	Iteration 19Q: 3 clusters Score -1.204521e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 92365 members 
Entering Unmasked Estep 
Score: -12045265.000000 Penalty: 5690.937988
	Iteration 20F: 3 clusters Score -1.204526e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 92564 members 
Entering Unmasked Estep 
Score: -12045317.000000 Penalty: 5690.937988
	Iteration 21Q: 3 clusters Score -1.204532e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 92755 members 
Entering Unmasked Estep 
Score: -12045353.000000 Penalty: 5690.937988
	Iteration 22Q: 3 clusters Score -1.204535e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 92922 members 
Entering Unmasked Estep 
Score: -12045427.000000 Penalty: 5690.937988
	Iteration 23Q: 3 clusters Score -1.204543e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 93063 members 
Entering Unmasked Estep 
Score: -12045450.000000 Penalty: 5690.937988
	Iteration 24Q: 3 clusters Score -1.204545e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 93172 members 
Entering Unmasked Estep 
Score: -12045473.000000 Penalty: 5690.937988
	Iteration 25Q: 3 clusters Score -1.204547e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 93252 members 
Entering Unmasked Estep 
Score: -12045505.000000 Penalty: 5690.937988
	Iteration 26Q: 3 clusters Score -1.20455e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 93326 members 
Entering Unmasked Estep 
Score: -12045504.000000 Penalty: 5690.937988
	Iteration 27Q: 3 clusters Score -1.20455e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 93368 members 
Entering Unmasked Estep 
Score: -12045506.000000 Penalty: 5690.937988
	Iteration 28Q: 3 clusters Score -1.204551e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 93412 members 
Entering Unmasked Estep 
Score: -12045513.000000 Penalty: 5690.937988
	Iteration 29Q: 3 clusters Score -1.204551e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 93464 members 
Entering Unmasked Estep 
Score: -12045549.000000 Penalty: 5690.937988
	Iteration 30Q: 3 clusters Score -1.204555e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 93491 members 
Entering Unmasked Estep 
Score: -12045565.000000 Penalty: 5690.937988
	Iteration 31Q: 3 clusters Score -1.204556e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 93521 members 
Entering Unmasked Estep 
Score: -12045548.000000 Penalty: 5690.937988
	Iteration 32Q: 3 clusters Score -1.204555e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 93546 members 
Entering Unmasked Estep 
Score: -12045565.000000 Penalty: 5690.937988
	Iteration 33Q: 3 clusters Score -1.204556e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 93570 members 
Entering Unmasked Estep 
Score: -12045547.000000 Penalty: 5690.937988
	Iteration 34Q: 3 clusters Score -1.204555e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 93599 members 
Entering Unmasked Estep 
Score: -12045568.000000 Penalty: 5690.937988
	Iteration 35Q: 3 clusters Score -1.204557e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 93620 members 
Entering Unmasked Estep 
Score: -12045599.000000 Penalty: 5690.937988
	Iteration 36Q: 3 clusters Score -1.20456e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 93638 members 
Entering Unmasked Estep 
Score: -12045592.000000 Penalty: 5690.937988
	Iteration 37Q: 3 clusters Score -1.204559e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 93649 members 
Entering Unmasked Estep 
Score: -12045583.000000 Penalty: 5690.937988
	Iteration 38Q: 3 clusters Score -1.204558e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 93664 members 
Entering Unmasked Estep 
Score: -12045593.000000 Penalty: 5690.937988
	Iteration 39Q: 3 clusters Score -1.204559e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 93674 members 
Entering Unmasked Estep 
Score: -12045597.000000 Penalty: 5690.937988
	Iteration 40F: 3 clusters Score -1.20456e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 93686 members 
Entering Unmasked Estep 
Score: -12045584.000000 Penalty: 5690.937988
	Iteration 41Q: 3 clusters Score -1.204558e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 93704 members 
Entering Unmasked Estep 
Score: -12045580.000000 Penalty: 5690.937988
	Iteration 42Q: 3 clusters Score -1.204558e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 93720 members 
Entering Unmasked Estep 
Score: -12045585.000000 Penalty: 5690.937988
	Iteration 43Q: 3 clusters Score -1.204558e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 93727 members 
Entering Unmasked Estep 
Score: -12045591.000000 Penalty: 5690.937988
	Iteration 44Q: 3 clusters Score -1.204559e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 93731 members 
Entering Unmasked Estep 
Score: -12045594.000000 Penalty: 5690.937988
	Iteration 45Q: 3 clusters Score -1.204559e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 93736 members 
Entering Unmasked Estep 
Score: -12045595.000000 Penalty: 5690.937988
	Iteration 46Q: 3 clusters Score -1.20456e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 93737 members 
Entering Unmasked Estep 
Score: -12045590.000000 Penalty: 5690.937988
	Iteration 47Q: 3 clusters Score -1.204559e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 93738 members 
Entering Unmasked Estep 
Score: -12045592.000000 Penalty: 5690.937988
	Iteration 48Q: 3 clusters Score -1.204559e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 93738 members 
Entering Unmasked Estep 
Score: -12045592.000000 Penalty: 5690.937988
	Iteration 49F: 3 clusters Score -1.204559e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Entering Unmasked Estep 
Score: -2578516.750000 Penalty: 2472.624023
	Iteration 0F: 2 clusters Score -2578517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -2563608.500000 Penalty: 4945.248047
	Iteration 0F: 3 clusters Score -2563608 nChanged 9380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -2568640.500000 Penalty: 4945.248047
	Iteration 1F: 3 clusters Score -2568640 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -2569067.250000 Penalty: 4945.248047
	Iteration 2F: 3 clusters Score -2569067 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -2569456.250000 Penalty: 4945.248047
	Iteration 3Q: 3 clusters Score -2569456 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -2569829.000000 Penalty: 4945.248047
	Iteration 4Q: 3 clusters Score -2569829 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -2570261.750000 Penalty: 4945.248047
	Iteration 5Q: 3 clusters Score -2570262 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -2570792.000000 Penalty: 4945.248047
	Iteration 6Q: 3 clusters Score -2570792 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -2571426.250000 Penalty: 4945.248047
	Iteration 7F: 3 clusters Score -2571426 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -2572119.000000 Penalty: 4945.248047
	Iteration 8F: 3 clusters Score -2572119 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -2572867.500000 Penalty: 4945.248047
	Iteration 9F: 3 clusters Score -2572868 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -2573610.750000 Penalty: 4945.248047
	Iteration 10Q: 3 clusters Score -2573611 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2574242.000000 Penalty: 4945.248047
	Iteration 11Q: 3 clusters Score -2574242 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2574800.250000 Penalty: 4945.248047
	Iteration 12Q: 3 clusters Score -2574800 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2575260.250000 Penalty: 4945.248047
	Iteration 13Q: 3 clusters Score -2575260 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2575609.000000 Penalty: 4945.248047
	Iteration 14Q: 3 clusters Score -2575609 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -2575863.500000 Penalty: 4945.248047
	Iteration 15Q: 3 clusters Score -2575864 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2576069.500000 Penalty: 4945.248047
	Iteration 16Q: 3 clusters Score -2576070 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2576175.250000 Penalty: 4945.248047
	Iteration 17Q: 3 clusters Score -2576175 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2576258.000000 Penalty: 4945.248047
	Iteration 18Q: 3 clusters Score -2576258 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2576313.000000 Penalty: 4945.248047
	Iteration 19Q: 3 clusters Score -2576313 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2576341.500000 Penalty: 4945.248047
	Iteration 20F: 3 clusters Score -2576342 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20908 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2576366.500000 Penalty: 4945.248047
	Iteration 21Q: 3 clusters Score -2576366 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2576382.750000 Penalty: 4945.248047
	Iteration 22Q: 3 clusters Score -2576383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -2576387.500000 Penalty: 4945.248047
	Iteration 23Q: 3 clusters Score -2576388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2576392.500000 Penalty: 4945.248047
	Iteration 24Q: 3 clusters Score -2576392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2576395.500000 Penalty: 4945.248047
	Iteration 25Q: 3 clusters Score -2576396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2576399.250000 Penalty: 4945.248047
	Iteration 26Q: 3 clusters Score -2576399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -2576399.500000 Penalty: 4945.248047
	Iteration 27Q: 3 clusters Score -2576400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2576401.500000 Penalty: 4945.248047
	Iteration 28Q: 3 clusters Score -2576402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2576403.000000 Penalty: 4945.248047
	Iteration 29Q: 3 clusters Score -2576403 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2576403.000000 Penalty: 4945.248047
	Iteration 30F: 3 clusters Score -2576403 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (37714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Entering Unmasked Estep 
Score: -4767645.500000 Penalty: 2613.371094
	Iteration 0F: 2 clusters Score -4767646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -4742132.500000 Penalty: 5226.742188
	Iteration 0F: 3 clusters Score -4742132 nChanged 17104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -4751220.000000 Penalty: 5226.742188
	Iteration 1F: 3 clusters Score -4751220 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -4751672.500000 Penalty: 5226.742188
	Iteration 2Q: 3 clusters Score -4751672 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -4752026.500000 Penalty: 5226.742188
	Iteration 3Q: 3 clusters Score -4752026 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -4752420.500000 Penalty: 5226.742188
	Iteration 4Q: 3 clusters Score -4752420 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -4752865.500000 Penalty: 5226.742188
	Iteration 5Q: 3 clusters Score -4752866 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -4753514.000000 Penalty: 5226.742188
	Iteration 6Q: 3 clusters Score -4753514 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -4754371.500000 Penalty: 5226.742188
	Iteration 7Q: 3 clusters Score -4754372 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -4755557.000000 Penalty: 5226.742188
	Iteration 8F: 3 clusters Score -4755557 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -4757178.000000 Penalty: 5226.742188
	Iteration 9F: 3 clusters Score -4757178 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30668 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -4759182.500000 Penalty: 5226.742188
	Iteration 10F: 3 clusters Score -4759182 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33050 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -4761224.500000 Penalty: 5226.742188
	Iteration 11F: 3 clusters Score -4761224 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35063 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -4763070.500000 Penalty: 5226.742188
	Iteration 12F: 3 clusters Score -4763070 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36352 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -4764270.000000 Penalty: 5226.742188
	Iteration 13Q: 3 clusters Score -4764270 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4764793.500000 Penalty: 5226.742188
	Iteration 14Q: 3 clusters Score -4764794 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4765062.000000 Penalty: 5226.742188
	Iteration 15Q: 3 clusters Score -4765062 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37346 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4765180.500000 Penalty: 5226.742188
	Iteration 16Q: 3 clusters Score -4765180 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37381 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4765235.500000 Penalty: 5226.742188
	Iteration 17Q: 3 clusters Score -4765236 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37411 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4765281.000000 Penalty: 5226.742188
	Iteration 18Q: 3 clusters Score -4765281 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4765315.000000 Penalty: 5226.742188
	Iteration 19Q: 3 clusters Score -4765315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37438 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4765332.500000 Penalty: 5226.742188
	Iteration 20F: 3 clusters Score -4765332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37446 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4765350.500000 Penalty: 5226.742188
	Iteration 21Q: 3 clusters Score -4765350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37454 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -4765366.000000 Penalty: 5226.742188
	Iteration 22Q: 3 clusters Score -4765366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4765366.000000 Penalty: 5226.742188
	Iteration 23Q: 3 clusters Score -4765366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4765372.000000 Penalty: 5226.742188
	Iteration 24Q: 3 clusters Score -4765372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4765372.000000 Penalty: 5226.742188
	Iteration 25F: 3 clusters Score -4765372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Entering Unmasked Estep 
Score: -542274.437500 Penalty: 2091.800781
	Iteration 0F: 2 clusters Score -542274.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -538042.375000 Penalty: 4183.601562
	Iteration 0F: 3 clusters Score -538042.4 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -539126.437500 Penalty: 4183.601562
	Iteration 1F: 3 clusters Score -539126.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -539430.062500 Penalty: 4183.601562
	Iteration 2F: 3 clusters Score -539430.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -539658.562500 Penalty: 4183.601562
	Iteration 3F: 3 clusters Score -539658.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -539842.187500 Penalty: 4183.601562
	Iteration 4F: 3 clusters Score -539842.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -539993.500000 Penalty: 4183.601562
	Iteration 5Q: 3 clusters Score -539993.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -540120.187500 Penalty: 4183.601562
	Iteration 6Q: 3 clusters Score -540120.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -540237.500000 Penalty: 4183.601562
	Iteration 7Q: 3 clusters Score -540237.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -540351.125000 Penalty: 4183.601562
	Iteration 8Q: 3 clusters Score -540351.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -540453.187500 Penalty: 4183.601562
	Iteration 9Q: 3 clusters Score -540453.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -540525.250000 Penalty: 4183.601562
	Iteration 10Q: 3 clusters Score -540525.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -540584.875000 Penalty: 4183.601562
	Iteration 11Q: 3 clusters Score -540584.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -540635.437500 Penalty: 4183.601562
	Iteration 12Q: 3 clusters Score -540635.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -540672.562500 Penalty: 4183.601562
	Iteration 13Q: 3 clusters Score -540672.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -540700.312500 Penalty: 4183.601562
	Iteration 14Q: 3 clusters Score -540700.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -540715.000000 Penalty: 4183.601562
	Iteration 15Q: 3 clusters Score -540715 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -540724.562500 Penalty: 4183.601562
	Iteration 16Q: 3 clusters Score -540724.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -540731.687500 Penalty: 4183.601562
	Iteration 17Q: 3 clusters Score -540731.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -540740.062500 Penalty: 4183.601562
	Iteration 18Q: 3 clusters Score -540740.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -540750.000000 Penalty: 4183.601562
	Iteration 19Q: 3 clusters Score -540750 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -540759.375000 Penalty: 4183.601562
	Iteration 20F: 3 clusters Score -540759.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -540769.437500 Penalty: 4183.601562
	Iteration 21Q: 3 clusters Score -540769.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -540782.312500 Penalty: 4183.601562
	Iteration 22Q: 3 clusters Score -540782.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -540791.750000 Penalty: 4183.601562
	Iteration 23Q: 3 clusters Score -540791.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -540799.687500 Penalty: 4183.601562
	Iteration 24Q: 3 clusters Score -540799.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -540806.312500 Penalty: 4183.601562
	Iteration 25Q: 3 clusters Score -540806.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -540808.687500 Penalty: 4183.601562
	Iteration 26Q: 3 clusters Score -540808.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -540811.375000 Penalty: 4183.601562
	Iteration 27Q: 3 clusters Score -540811.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -540812.187500 Penalty: 4183.601562
	Iteration 28Q: 3 clusters Score -540812.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -540813.062500 Penalty: 4183.601562
	Iteration 29Q: 3 clusters Score -540813.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -540813.062500 Penalty: 4183.601562
	Iteration 30F: 3 clusters Score -540813.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -59574.242188 Penalty: 1549.514648
	Iteration 0F: 2 clusters Score -59574.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -58036.257812 Penalty: 3099.029297
	Iteration 0F: 3 clusters Score -58036.26 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -58209.644531 Penalty: 3099.029297
	Iteration 1F: 3 clusters Score -58209.64 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -58270.480469 Penalty: 3099.029297
	Iteration 2F: 3 clusters Score -58270.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -58299.726562 Penalty: 3099.029297
	Iteration 3Q: 3 clusters Score -58299.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -58312.324219 Penalty: 3099.029297
	Iteration 4Q: 3 clusters Score -58312.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -58313.726562 Penalty: 3099.029297
	Iteration 5Q: 3 clusters Score -58313.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -58319.316406 Penalty: 3099.029297
	Iteration 6Q: 3 clusters Score -58319.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -58320.906250 Penalty: 3099.029297
	Iteration 7Q: 3 clusters Score -58320.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -58322.093750 Penalty: 3099.029297
	Iteration 8Q: 3 clusters Score -58322.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -58324.640625 Penalty: 3099.029297
	Iteration 9Q: 3 clusters Score -58324.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -58324.640625 Penalty: 3099.029297
	Iteration 10F: 3 clusters Score -58324.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (54421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54421 members 
Entering Unmasked Estep 
Score: -6601180.500000 Penalty: 2704.317383
	Iteration 0F: 2 clusters Score -6601180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -6564561.500000 Penalty: 5408.634766
	Iteration 0F: 3 clusters Score -6564562 nChanged 25222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -6578453.500000 Penalty: 5408.634766
	Iteration 1F: 3 clusters Score -6578454 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 29995 members 
Entering Unmasked Estep 
Score: -6579084.500000 Penalty: 5408.634766
	Iteration 2Q: 3 clusters Score -6579084 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
Score: -6579820.500000 Penalty: 5408.634766
	Iteration 3Q: 3 clusters Score -6579820 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -6581034.500000 Penalty: 5408.634766
	Iteration 4Q: 3 clusters Score -6581034 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 36851 members 
Entering Unmasked Estep 
Score: -6582975.500000 Penalty: 5408.634766
	Iteration 5F: 3 clusters Score -6582976 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 40797 members 
Entering Unmasked Estep 
Score: -6585951.500000 Penalty: 5408.634766
	Iteration 6F: 3 clusters Score -6585952 nChanged 4467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 45238 members 
Entering Unmasked Estep 
Score: -6589914.000000 Penalty: 5408.634766
	Iteration 7F: 3 clusters Score -6589914 nChanged 4121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 49353 members 
Entering Unmasked Estep 
Score: -6593924.000000 Penalty: 5408.634766
	Iteration 8F: 3 clusters Score -6593924 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 52117 members 
Entering Unmasked Estep 
Score: -6596671.000000 Penalty: 5408.634766
	Iteration 9F: 3 clusters Score -6596671 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 53467 members 
Entering Unmasked Estep 
Score: -6598016.000000 Penalty: 5408.634766
	Iteration 10Q: 3 clusters Score -6598016 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 53940 members 
Entering Unmasked Estep 
Score: -6598459.500000 Penalty: 5408.634766
	Iteration 11Q: 3 clusters Score -6598460 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 54076 members 
Entering Unmasked Estep 
Score: -6598596.000000 Penalty: 5408.634766
	Iteration 12Q: 3 clusters Score -6598596 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 54140 members 
Entering Unmasked Estep 
Score: -6598684.500000 Penalty: 5408.634766
	Iteration 13Q: 3 clusters Score -6598684 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 54172 members 
Entering Unmasked Estep 
Score: -6598745.000000 Penalty: 5408.634766
	Iteration 14Q: 3 clusters Score -6598745 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 54186 members 
Entering Unmasked Estep 
Score: -6598764.000000 Penalty: 5408.634766
	Iteration 15Q: 3 clusters Score -6598764 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 54187 members 
Entering Unmasked Estep 
Score: -6598787.000000 Penalty: 5408.634766
	Iteration 16Q: 3 clusters Score -6598787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 54195 members 
Entering Unmasked Estep 
Score: -6598788.500000 Penalty: 5408.634766
	Iteration 17Q: 3 clusters Score -6598788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 54198 members 
Entering Unmasked Estep 
Score: -6598796.000000 Penalty: 5408.634766
	Iteration 18Q: 3 clusters Score -6598796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 54203 members 
Entering Unmasked Estep 
Score: -6598802.500000 Penalty: 5408.634766
	Iteration 19Q: 3 clusters Score -6598802 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 54206 members 
Entering Unmasked Estep 
Score: -6598806.500000 Penalty: 5408.634766
	Iteration 20F: 3 clusters Score -6598806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 54208 members 
Entering Unmasked Estep 
Score: -6598809.500000 Penalty: 5408.634766
	Iteration 21Q: 3 clusters Score -6598810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 54209 members 
Entering Unmasked Estep 
Score: -6598815.500000 Penalty: 5408.634766
	Iteration 22Q: 3 clusters Score -6598816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 54210 members 
Entering Unmasked Estep 
Score: -6598811.000000 Penalty: 5408.634766
	Iteration 23Q: 3 clusters Score -6598811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 54210 members 
Entering Unmasked Estep 
Score: -6598822.000000 Penalty: 5408.634766
	Iteration 24Q: 3 clusters Score -6598822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 54212 members 
Entering Unmasked Estep 
Score: -6598824.500000 Penalty: 5408.634766
	Iteration 25Q: 3 clusters Score -6598824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 54213 members 
Entering Unmasked Estep 
Score: -6598834.500000 Penalty: 5408.634766
	Iteration 26Q: 3 clusters Score -6598834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 54214 members 
Entering Unmasked Estep 
Score: -6598834.000000 Penalty: 5408.634766
	Iteration 27Q: 3 clusters Score -6598834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 54214 members 
Entering Unmasked Estep 
Score: -6598834.000000 Penalty: 5408.634766
	Iteration 28Q: 3 clusters Score -6598834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 54216 members 
Entering Unmasked Estep 
Score: -6598840.000000 Penalty: 5408.634766
	Iteration 29Q: 3 clusters Score -6598840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 54218 members 
Entering Unmasked Estep 
Score: -6598845.500000 Penalty: 5408.634766
	Iteration 30Q: 3 clusters Score -6598846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 54219 members 
Entering Unmasked Estep 
Score: -6598850.500000 Penalty: 5408.634766
	Iteration 31Q: 3 clusters Score -6598850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 54219 members 
Entering Unmasked Estep 
Score: -6598850.500000 Penalty: 5408.634766
	Iteration 32F: 3 clusters Score -6598850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Entering Unmasked Estep 
Score: -106771.148438 Penalty: 1692.174927
	Iteration 0F: 2 clusters Score -106771.1 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 459 members 
Entering Unmasked Estep 
Score: -104904.781250 Penalty: 3384.349854
	Iteration 0F: 3 clusters Score -104904.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -105174.578125 Penalty: 3384.349854
	Iteration 1F: 3 clusters Score -105174.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -105260.320312 Penalty: 3384.349854
	Iteration 2F: 3 clusters Score -105260.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -105292.132812 Penalty: 3384.349854
	Iteration 3Q: 3 clusters Score -105292.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -105304.062500 Penalty: 3384.349854
	Iteration 4Q: 3 clusters Score -105304.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -105308.335938 Penalty: 3384.349854
	Iteration 5Q: 3 clusters Score -105308.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -105317.929688 Penalty: 3384.349854
	Iteration 6Q: 3 clusters Score -105317.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -105326.218750 Penalty: 3384.349854
	Iteration 7Q: 3 clusters Score -105326.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -105329.718750 Penalty: 3384.349854
	Iteration 8Q: 3 clusters Score -105329.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -105334.289062 Penalty: 3384.349854
	Iteration 9Q: 3 clusters Score -105334.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -105335.195312 Penalty: 3384.349854
	Iteration 10Q: 3 clusters Score -105335.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -105335.195312 Penalty: 3384.349854
	Iteration 11F: 3 clusters Score -105335.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (170169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170169 members 
Entering Unmasked Estep 
Score: -21176634.000000 Penalty: 2987.047607
	Iteration 0F: 2 clusters Score -2.117663e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85060 members 
Mstep: Class 2 contains 85109 members 
Entering Unmasked Estep 
Score: -21064032.000000 Penalty: 5974.095215
	Iteration 0F: 3 clusters Score -2.106403e+07 nChanged 81617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84057 members 
Mstep: Class 2 contains 86112 members 
Entering Unmasked Estep 
Score: -21111022.000000 Penalty: 5974.095215
	Iteration 1F: 3 clusters Score -2.111102e+07 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83291 members 
Mstep: Class 2 contains 86878 members 
Entering Unmasked Estep 
Score: -21111810.000000 Penalty: 5974.095215
	Iteration 2Q: 3 clusters Score -2.111181e+07 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82269 members 
Mstep: Class 2 contains 87900 members 
Entering Unmasked Estep 
Score: -21113030.000000 Penalty: 5974.095215
	Iteration 3Q: 3 clusters Score -2.111303e+07 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80607 members 
Mstep: Class 2 contains 89562 members 
Entering Unmasked Estep 
Score: -21114196.000000 Penalty: 5974.095215
	Iteration 4Q: 3 clusters Score -2.11142e+07 nChanged 5666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78105 members 
Mstep: Class 2 contains 92064 members 
Entering Unmasked Estep 
Score: -21115950.000000 Penalty: 5974.095215
	Iteration 5Q: 3 clusters Score -2.111595e+07 nChanged 6758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74379 members 
Mstep: Class 2 contains 95790 members 
Entering Unmasked Estep 
Score: -21118756.000000 Penalty: 5974.095215
	Iteration 6Q: 3 clusters Score -2.111876e+07 nChanged 8436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69001 members 
Mstep: Class 2 contains 101168 members 
Entering Unmasked Estep 
Score: -21123036.000000 Penalty: 5974.095215
	Iteration 7Q: 3 clusters Score -2.112304e+07 nChanged 10406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61697 members 
Mstep: Class 2 contains 108472 members 
Entering Unmasked Estep 
Score: -21129462.000000 Penalty: 5974.095215
	Iteration 8F: 3 clusters Score -2.112946e+07 nChanged 11782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53175 members 
Mstep: Class 2 contains 116994 members 
Entering Unmasked Estep 
Score: -21138432.000000 Penalty: 5974.095215
	Iteration 9F: 3 clusters Score -2.113843e+07 nChanged 11722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44679 members 
Mstep: Class 2 contains 125490 members 
Entering Unmasked Estep 
Score: -21148054.000000 Penalty: 5974.095215
	Iteration 10F: 3 clusters Score -2.114805e+07 nChanged 9757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37996 members 
Mstep: Class 2 contains 132173 members 
Entering Unmasked Estep 
Score: -21155670.000000 Penalty: 5974.095215
	Iteration 11F: 3 clusters Score -2.115567e+07 nChanged 7100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 136801 members 
Entering Unmasked Estep 
Score: -21160344.000000 Penalty: 5974.095215
	Iteration 12Q: 3 clusters Score -2.116034e+07 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29897 members 
Mstep: Class 2 contains 140272 members 
Entering Unmasked Estep 
Score: -21162926.000000 Penalty: 5974.095215
	Iteration 13Q: 3 clusters Score -2.116293e+07 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 143274 members 
Entering Unmasked Estep 
Score: -21164618.000000 Penalty: 5974.095215
	Iteration 14Q: 3 clusters Score -2.116462e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 146040 members 
Entering Unmasked Estep 
Score: -21166010.000000 Penalty: 5974.095215
	Iteration 15Q: 3 clusters Score -2.116601e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 148609 members 
Entering Unmasked Estep 
Score: -21167446.000000 Penalty: 5974.095215
	Iteration 16Q: 3 clusters Score -2.116745e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 150926 members 
Entering Unmasked Estep 
Score: -21168678.000000 Penalty: 5974.095215
	Iteration 17Q: 3 clusters Score -2.116868e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 153056 members 
Entering Unmasked Estep 
Score: -21169914.000000 Penalty: 5974.095215
	Iteration 18Q: 3 clusters Score -2.116991e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 154976 members 
Entering Unmasked Estep 
Score: -21171024.000000 Penalty: 5974.095215
	Iteration 19Q: 3 clusters Score -2.117102e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 156638 members 
Entering Unmasked Estep 
Score: -21171910.000000 Penalty: 5974.095215
	Iteration 20F: 3 clusters Score -2.117191e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 158067 members 
Entering Unmasked Estep 
Score: -21172638.000000 Penalty: 5974.095215
	Iteration 21Q: 3 clusters Score -2.117264e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 159329 members 
Entering Unmasked Estep 
Score: -21173236.000000 Penalty: 5974.095215
	Iteration 22Q: 3 clusters Score -2.117324e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 160357 members 
Entering Unmasked Estep 
Score: -21173622.000000 Penalty: 5974.095215
	Iteration 23Q: 3 clusters Score -2.117362e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 161227 members 
Entering Unmasked Estep 
Score: -21173942.000000 Penalty: 5974.095215
	Iteration 24Q: 3 clusters Score -2.117394e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 161954 members 
Entering Unmasked Estep 
Score: -21174182.000000 Penalty: 5974.095215
	Iteration 25Q: 3 clusters Score -2.117418e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 162606 members 
Entering Unmasked Estep 
Score: -21174336.000000 Penalty: 5974.095215
	Iteration 26Q: 3 clusters Score -2.117434e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 163185 members 
Entering Unmasked Estep 
Score: -21174400.000000 Penalty: 5974.095215
	Iteration 27Q: 3 clusters Score -2.11744e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 163680 members 
Entering Unmasked Estep 
Score: -21174522.000000 Penalty: 5974.095215
	Iteration 28Q: 3 clusters Score -2.117452e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 164118 members 
Entering Unmasked Estep 
Score: -21174592.000000 Penalty: 5974.095215
	Iteration 29Q: 3 clusters Score -2.117459e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 164524 members 
Entering Unmasked Estep 
Score: -21174702.000000 Penalty: 5974.095215
	Iteration 30Q: 3 clusters Score -2.11747e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 164872 members 
Entering Unmasked Estep 
Score: -21174732.000000 Penalty: 5974.095215
	Iteration 31Q: 3 clusters Score -2.117473e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 165153 members 
Entering Unmasked Estep 
Score: -21174760.000000 Penalty: 5974.095215
	Iteration 32Q: 3 clusters Score -2.117476e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 165385 members 
Entering Unmasked Estep 
Score: -21174832.000000 Penalty: 5974.095215
	Iteration 33Q: 3 clusters Score -2.117483e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 165613 members 
Entering Unmasked Estep 
Score: -21174866.000000 Penalty: 5974.095215
	Iteration 34Q: 3 clusters Score -2.117487e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 165822 members 
Entering Unmasked Estep 
Score: -21174866.000000 Penalty: 5974.095215
	Iteration 35Q: 3 clusters Score -2.117487e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 165991 members 
Entering Unmasked Estep 
Score: -21174852.000000 Penalty: 5974.095215
	Iteration 36Q: 3 clusters Score -2.117485e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 166158 members 
Entering Unmasked Estep 
Score: -21174856.000000 Penalty: 5974.095215
	Iteration 37Q: 3 clusters Score -2.117486e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 166295 members 
Entering Unmasked Estep 
Score: -21174880.000000 Penalty: 5974.095215
	Iteration 38Q: 3 clusters Score -2.117488e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 166406 members 
Entering Unmasked Estep 
Score: -21174874.000000 Penalty: 5974.095215
	Iteration 39Q: 3 clusters Score -2.117487e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 166493 members 
Entering Unmasked Estep 
Score: -21174892.000000 Penalty: 5974.095215
	Iteration 40F: 3 clusters Score -2.117489e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 166584 members 
Entering Unmasked Estep 
Score: -21174932.000000 Penalty: 5974.095215
	Iteration 41Q: 3 clusters Score -2.117493e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 166669 members 
Entering Unmasked Estep 
Score: -21174924.000000 Penalty: 5974.095215
	Iteration 42Q: 3 clusters Score -2.117492e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 166751 members 
Entering Unmasked Estep 
Score: -21174944.000000 Penalty: 5974.095215
	Iteration 43Q: 3 clusters Score -2.117494e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 166825 members 
Entering Unmasked Estep 
Score: -21174970.000000 Penalty: 5974.095215
	Iteration 44Q: 3 clusters Score -2.117497e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 166886 members 
Entering Unmasked Estep 
Score: -21174940.000000 Penalty: 5974.095215
	Iteration 45Q: 3 clusters Score -2.117494e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 166946 members 
Entering Unmasked Estep 
Score: -21174956.000000 Penalty: 5974.095215
	Iteration 46Q: 3 clusters Score -2.117496e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 167004 members 
Entering Unmasked Estep 
Score: -21174956.000000 Penalty: 5974.095215
	Iteration 47Q: 3 clusters Score -2.117496e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 167059 members 
Entering Unmasked Estep 
Score: -21174972.000000 Penalty: 5974.095215
	Iteration 48Q: 3 clusters Score -2.117497e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 167123 members 
Entering Unmasked Estep 
Score: -21175008.000000 Penalty: 5974.095215
	Iteration 49Q: 3 clusters Score -2.117501e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 167175 members 
Entering Unmasked Estep 
Score: -21174978.000000 Penalty: 5974.095215
	Iteration 50Q: 3 clusters Score -2.117498e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 167219 members 
Entering Unmasked Estep 
Score: -21175008.000000 Penalty: 5974.095215
	Iteration 51Q: 3 clusters Score -2.117501e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 167263 members 
Entering Unmasked Estep 
Score: -21175014.000000 Penalty: 5974.095215
	Iteration 52Q: 3 clusters Score -2.117501e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 167295 members 
Entering Unmasked Estep 
Score: -21175032.000000 Penalty: 5974.095215
	Iteration 53Q: 3 clusters Score -2.117503e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 167322 members 
Entering Unmasked Estep 
Score: -21175012.000000 Penalty: 5974.095215
	Iteration 54Q: 3 clusters Score -2.117501e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 167347 members 
Entering Unmasked Estep 
Score: -21175016.000000 Penalty: 5974.095215
	Iteration 55Q: 3 clusters Score -2.117502e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 167370 members 
Entering Unmasked Estep 
Score: -21175016.000000 Penalty: 5974.095215
	Iteration 56Q: 3 clusters Score -2.117502e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 167390 members 
Entering Unmasked Estep 
Score: -21175006.000000 Penalty: 5974.095215
	Iteration 57Q: 3 clusters Score -2.117501e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 167409 members 
Entering Unmasked Estep 
Score: -21175014.000000 Penalty: 5974.095215
	Iteration 58Q: 3 clusters Score -2.117501e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 167435 members 
Entering Unmasked Estep 
Score: -21175032.000000 Penalty: 5974.095215
	Iteration 59Q: 3 clusters Score -2.117503e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 167459 members 
Entering Unmasked Estep 
Score: -21175012.000000 Penalty: 5974.095215
	Iteration 60F: 3 clusters Score -2.117501e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 167471 members 
Entering Unmasked Estep 
Score: -21175000.000000 Penalty: 5974.095215
	Iteration 61Q: 3 clusters Score -2.1175e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 167480 members 
Entering Unmasked Estep 
Score: -21175016.000000 Penalty: 5974.095215
	Iteration 62Q: 3 clusters Score -2.117502e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 167495 members 
Entering Unmasked Estep 
Score: -21175012.000000 Penalty: 5974.095215
	Iteration 63Q: 3 clusters Score -2.117501e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 167503 members 
Entering Unmasked Estep 
Score: -21175004.000000 Penalty: 5974.095215
	Iteration 64Q: 3 clusters Score -2.1175e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 167512 members 
Entering Unmasked Estep 
Score: -21175002.000000 Penalty: 5974.095215
	Iteration 65Q: 3 clusters Score -2.1175e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 167519 members 
Entering Unmasked Estep 
Score: -21174994.000000 Penalty: 5974.095215
	Iteration 66Q: 3 clusters Score -2.117499e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 167530 members 
Entering Unmasked Estep 
Score: -21174986.000000 Penalty: 5974.095215
	Iteration 67Q: 3 clusters Score -2.117499e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 167540 members 
Entering Unmasked Estep 
Score: -21174998.000000 Penalty: 5974.095215
	Iteration 68Q: 3 clusters Score -2.1175e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 167546 members 
Entering Unmasked Estep 
Score: -21175000.000000 Penalty: 5974.095215
	Iteration 69Q: 3 clusters Score -2.1175e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 167550 members 
Entering Unmasked Estep 
Score: -21174996.000000 Penalty: 5974.095215
	Iteration 70Q: 3 clusters Score -2.1175e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 167562 members 
Entering Unmasked Estep 
Score: -21174994.000000 Penalty: 5974.095215
	Iteration 71Q: 3 clusters Score -2.117499e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 167570 members 
Entering Unmasked Estep 
Score: -21175002.000000 Penalty: 5974.095215
	Iteration 72Q: 3 clusters Score -2.1175e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 167574 members 
Entering Unmasked Estep 
Score: -21175004.000000 Penalty: 5974.095215
	Iteration 73Q: 3 clusters Score -2.1175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 167577 members 
Entering Unmasked Estep 
Score: -21175012.000000 Penalty: 5974.095215
	Iteration 74Q: 3 clusters Score -2.117501e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 167580 members 
Entering Unmasked Estep 
Score: -21175014.000000 Penalty: 5974.095215
	Iteration 75Q: 3 clusters Score -2.117501e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 167583 members 
Entering Unmasked Estep 
Score: -21175020.000000 Penalty: 5974.095215
	Iteration 76Q: 3 clusters Score -2.117502e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 167587 members 
Entering Unmasked Estep 
Score: -21175016.000000 Penalty: 5974.095215
	Iteration 77Q: 3 clusters Score -2.117502e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 167592 members 
Entering Unmasked Estep 
Score: -21175008.000000 Penalty: 5974.095215
	Iteration 78Q: 3 clusters Score -2.117501e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 167598 members 
Entering Unmasked Estep 
Score: -21175008.000000 Penalty: 5974.095215
	Iteration 79Q: 3 clusters Score -2.117501e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 167604 members 
Entering Unmasked Estep 
Score: -21175008.000000 Penalty: 5974.095215
	Iteration 80F: 3 clusters Score -2.117501e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 167609 members 
Entering Unmasked Estep 
Score: -21175002.000000 Penalty: 5974.095215
	Iteration 81Q: 3 clusters Score -2.1175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 167611 members 
Entering Unmasked Estep 
Score: -21175012.000000 Penalty: 5974.095215
	Iteration 82Q: 3 clusters Score -2.117501e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 167612 members 
Entering Unmasked Estep 
Score: -21175012.000000 Penalty: 5974.095215
	Iteration 83Q: 3 clusters Score -2.117501e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 167614 members 
Entering Unmasked Estep 
Score: -21175020.000000 Penalty: 5974.095215
	Iteration 84Q: 3 clusters Score -2.117502e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 167616 members 
Entering Unmasked Estep 
Score: -21175012.000000 Penalty: 5974.095215
	Iteration 85Q: 3 clusters Score -2.117501e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 167617 members 
Entering Unmasked Estep 
Score: -21175000.000000 Penalty: 5974.095215
	Iteration 86Q: 3 clusters Score -2.1175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 167620 members 
Entering Unmasked Estep 
Score: -21175002.000000 Penalty: 5974.095215
	Iteration 87Q: 3 clusters Score -2.1175e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 167623 members 
Entering Unmasked Estep 
Score: -21175002.000000 Penalty: 5974.095215
	Iteration 88Q: 3 clusters Score -2.1175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 167625 members 
Entering Unmasked Estep 
Score: -21174998.000000 Penalty: 5974.095215
	Iteration 89Q: 3 clusters Score -2.1175e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 167626 members 
Entering Unmasked Estep 
Score: -21174990.000000 Penalty: 5974.095215
	Iteration 90Q: 3 clusters Score -2.117499e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 167626 members 
Entering Unmasked Estep 
Score: -21174990.000000 Penalty: 5974.095215
	Iteration 91F: 3 clusters Score -2.117499e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -26386.277344 Penalty: 1391.149048
	Iteration 0F: 2 clusters Score -26386.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -25156.572266 Penalty: 2782.298096
	Iteration 0F: 3 clusters Score -25156.57 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -25276.699219 Penalty: 2782.298096
	Iteration 1F: 3 clusters Score -25276.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -25299.703125 Penalty: 2782.298096
	Iteration 2Q: 3 clusters Score -25299.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -25314.654297 Penalty: 2782.298096
	Iteration 3Q: 3 clusters Score -25314.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -25320.800781 Penalty: 2782.298096
	Iteration 4Q: 3 clusters Score -25320.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -25359.074219 Penalty: 2782.298096
	Iteration 5Q: 3 clusters Score -25359.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -25392.089844 Penalty: 2782.298096
	Iteration 6Q: 3 clusters Score -25392.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -25401.027344 Penalty: 2782.298096
	Iteration 7Q: 3 clusters Score -25401.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -25401.027344 Penalty: 2782.298096
	Iteration 8F: 3 clusters Score -25401.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Entering Unmasked Estep 
Score: -318570.468750 Penalty: 1969.793945
	Iteration 0F: 2 clusters Score -318570.5 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 1378 members 
Entering Unmasked Estep 
Score: -315484.656250 Penalty: 3939.587891
	Iteration 0F: 3 clusters Score -315484.7 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -316134.687500 Penalty: 3939.587891
	Iteration 1F: 3 clusters Score -316134.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -316338.625000 Penalty: 3939.587891
	Iteration 2F: 3 clusters Score -316338.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -316459.718750 Penalty: 3939.587891
	Iteration 3F: 3 clusters Score -316459.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -316542.718750 Penalty: 3939.587891
	Iteration 4Q: 3 clusters Score -316542.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -316614.093750 Penalty: 3939.587891
	Iteration 5Q: 3 clusters Score -316614.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -316699.125000 Penalty: 3939.587891
	Iteration 6Q: 3 clusters Score -316699.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -316758.812500 Penalty: 3939.587891
	Iteration 7Q: 3 clusters Score -316758.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -316816.812500 Penalty: 3939.587891
	Iteration 8Q: 3 clusters Score -316816.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -316885.750000 Penalty: 3939.587891
	Iteration 9Q: 3 clusters Score -316885.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -316952.531250 Penalty: 3939.587891
	Iteration 10Q: 3 clusters Score -316952.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -317026.156250 Penalty: 3939.587891
	Iteration 11Q: 3 clusters Score -317026.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -317089.343750 Penalty: 3939.587891
	Iteration 12Q: 3 clusters Score -317089.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -317134.593750 Penalty: 3939.587891
	Iteration 13Q: 3 clusters Score -317134.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -317177.500000 Penalty: 3939.587891
	Iteration 14Q: 3 clusters Score -317177.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -317210.531250 Penalty: 3939.587891
	Iteration 15Q: 3 clusters Score -317210.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -317241.812500 Penalty: 3939.587891
	Iteration 16Q: 3 clusters Score -317241.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -317264.718750 Penalty: 3939.587891
	Iteration 17Q: 3 clusters Score -317264.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -317282.875000 Penalty: 3939.587891
	Iteration 18Q: 3 clusters Score -317282.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -317304.406250 Penalty: 3939.587891
	Iteration 19Q: 3 clusters Score -317304.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -317325.062500 Penalty: 3939.587891
	Iteration 20F: 3 clusters Score -317325.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -317340.687500 Penalty: 3939.587891
	Iteration 21Q: 3 clusters Score -317340.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -317351.968750 Penalty: 3939.587891
	Iteration 22Q: 3 clusters Score -317352 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -317361.531250 Penalty: 3939.587891
	Iteration 23Q: 3 clusters Score -317361.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -317367.250000 Penalty: 3939.587891
	Iteration 24Q: 3 clusters Score -317367.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -317371.843750 Penalty: 3939.587891
	Iteration 25Q: 3 clusters Score -317371.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -317373.625000 Penalty: 3939.587891
	Iteration 26Q: 3 clusters Score -317373.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -317374.218750 Penalty: 3939.587891
	Iteration 27Q: 3 clusters Score -317374.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -317376.718750 Penalty: 3939.587891
	Iteration 28Q: 3 clusters Score -317376.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -317378.937500 Penalty: 3939.587891
	Iteration 29Q: 3 clusters Score -317378.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -317381.656250 Penalty: 3939.587891
	Iteration 30Q: 3 clusters Score -317381.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -317383.437500 Penalty: 3939.587891
	Iteration 31Q: 3 clusters Score -317383.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -317384.343750 Penalty: 3939.587891
	Iteration 32Q: 3 clusters Score -317384.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -317385.000000 Penalty: 3939.587891
	Iteration 33Q: 3 clusters Score -317385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -317387.781250 Penalty: 3939.587891
	Iteration 34Q: 3 clusters Score -317387.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -317388.281250 Penalty: 3939.587891
	Iteration 35Q: 3 clusters Score -317388.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -317389.593750 Penalty: 3939.587891
	Iteration 36Q: 3 clusters Score -317389.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -317392.343750 Penalty: 3939.587891
	Iteration 37Q: 3 clusters Score -317392.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -317393.812500 Penalty: 3939.587891
	Iteration 38Q: 3 clusters Score -317393.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -317395.375000 Penalty: 3939.587891
	Iteration 39Q: 3 clusters Score -317395.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -317397.718750 Penalty: 3939.587891
	Iteration 40F: 3 clusters Score -317397.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -317398.093750 Penalty: 3939.587891
	Iteration 41Q: 3 clusters Score -317398.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -317399.281250 Penalty: 3939.587891
	Iteration 42Q: 3 clusters Score -317399.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -317399.625000 Penalty: 3939.587891
	Iteration 43Q: 3 clusters Score -317399.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -317399.625000 Penalty: 3939.587891
	Iteration 44F: 3 clusters Score -317399.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Entering Unmasked Estep 
Score: -2233272.750000 Penalty: 2424.587646
	Iteration 0F: 2 clusters Score -2233273 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -2220716.000000 Penalty: 4849.175293
	Iteration 0F: 3 clusters Score -2220716 nChanged 7731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2224832.750000 Penalty: 4849.175293
	Iteration 1F: 3 clusters Score -2224833 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -2225195.500000 Penalty: 4849.175293
	Iteration 2F: 3 clusters Score -2225196 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -2225507.000000 Penalty: 4849.175293
	Iteration 3Q: 3 clusters Score -2225507 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -2225821.750000 Penalty: 4849.175293
	Iteration 4Q: 3 clusters Score -2225822 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -2226191.500000 Penalty: 4849.175293
	Iteration 5Q: 3 clusters Score -2226192 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -2226707.750000 Penalty: 4849.175293
	Iteration 6Q: 3 clusters Score -2226708 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -2227401.250000 Penalty: 4849.175293
	Iteration 7F: 3 clusters Score -2227401 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2228212.000000 Penalty: 4849.175293
	Iteration 8F: 3 clusters Score -2228212 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 13091 members 
Entering Unmasked Estep 
Score: -2229081.500000 Penalty: 4849.175293
	Iteration 9F: 3 clusters Score -2229082 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -2229807.500000 Penalty: 4849.175293
	Iteration 10Q: 3 clusters Score -2229808 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -2230192.000000 Penalty: 4849.175293
	Iteration 11Q: 3 clusters Score -2230192 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -2230377.500000 Penalty: 4849.175293
	Iteration 12Q: 3 clusters Score -2230378 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -2230492.500000 Penalty: 4849.175293
	Iteration 13Q: 3 clusters Score -2230492 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -2230597.000000 Penalty: 4849.175293
	Iteration 14Q: 3 clusters Score -2230597 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -2230661.500000 Penalty: 4849.175293
	Iteration 15Q: 3 clusters Score -2230662 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -2230721.250000 Penalty: 4849.175293
	Iteration 16Q: 3 clusters Score -2230721 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -2230786.750000 Penalty: 4849.175293
	Iteration 17Q: 3 clusters Score -2230787 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -2230826.500000 Penalty: 4849.175293
	Iteration 18Q: 3 clusters Score -2230826 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -2230859.500000 Penalty: 4849.175293
	Iteration 19Q: 3 clusters Score -2230860 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -2230897.250000 Penalty: 4849.175293
	Iteration 20F: 3 clusters Score -2230897 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -2230928.250000 Penalty: 4849.175293
	Iteration 21Q: 3 clusters Score -2230928 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 15573 members 
Entering Unmasked Estep 
Score: -2230968.250000 Penalty: 4849.175293
	Iteration 22Q: 3 clusters Score -2230968 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -2231009.250000 Penalty: 4849.175293
	Iteration 23Q: 3 clusters Score -2231009 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -2231031.000000 Penalty: 4849.175293
	Iteration 24Q: 3 clusters Score -2231031 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -2231065.750000 Penalty: 4849.175293
	Iteration 25Q: 3 clusters Score -2231066 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -2231096.500000 Penalty: 4849.175293
	Iteration 26Q: 3 clusters Score -2231096 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -2231102.000000 Penalty: 4849.175293
	Iteration 27Q: 3 clusters Score -2231102 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 15951 members 
Entering Unmasked Estep 
Score: -2231127.500000 Penalty: 4849.175293
	Iteration 28Q: 3 clusters Score -2231128 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -2231137.250000 Penalty: 4849.175293
	Iteration 29Q: 3 clusters Score -2231137 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -2231150.500000 Penalty: 4849.175293
	Iteration 30Q: 3 clusters Score -2231150 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -2231158.250000 Penalty: 4849.175293
	Iteration 31Q: 3 clusters Score -2231158 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -2231167.250000 Penalty: 4849.175293
	Iteration 32Q: 3 clusters Score -2231167 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -2231178.000000 Penalty: 4849.175293
	Iteration 33Q: 3 clusters Score -2231178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -2231181.500000 Penalty: 4849.175293
	Iteration 34Q: 3 clusters Score -2231182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -2231184.250000 Penalty: 4849.175293
	Iteration 35Q: 3 clusters Score -2231184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -2231183.250000 Penalty: 4849.175293
	Iteration 36Q: 3 clusters Score -2231183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -2231186.250000 Penalty: 4849.175293
	Iteration 37Q: 3 clusters Score -2231186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -2231191.000000 Penalty: 4849.175293
	Iteration 38Q: 3 clusters Score -2231191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -2231194.500000 Penalty: 4849.175293
	Iteration 39Q: 3 clusters Score -2231194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -2231194.750000 Penalty: 4849.175293
	Iteration 40F: 3 clusters Score -2231195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -2231191.000000 Penalty: 4849.175293
	Iteration 41Q: 3 clusters Score -2231191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -2231196.500000 Penalty: 4849.175293
	Iteration 42Q: 3 clusters Score -2231196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -2231203.000000 Penalty: 4849.175293
	Iteration 43Q: 3 clusters Score -2231203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -2231208.500000 Penalty: 4849.175293
	Iteration 44Q: 3 clusters Score -2231208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -2231209.250000 Penalty: 4849.175293
	Iteration 45Q: 3 clusters Score -2231209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -2231214.000000 Penalty: 4849.175293
	Iteration 46Q: 3 clusters Score -2231214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -2231221.000000 Penalty: 4849.175293
	Iteration 47Q: 3 clusters Score -2231221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -2231223.000000 Penalty: 4849.175293
	Iteration 48Q: 3 clusters Score -2231223 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -2231230.000000 Penalty: 4849.175293
	Iteration 49Q: 3 clusters Score -2231230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -2231232.000000 Penalty: 4849.175293
	Iteration 50Q: 3 clusters Score -2231232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -2231230.250000 Penalty: 4849.175293
	Iteration 51Q: 3 clusters Score -2231230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -2231235.750000 Penalty: 4849.175293
	Iteration 52Q: 3 clusters Score -2231236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -2231237.500000 Penalty: 4849.175293
	Iteration 53Q: 3 clusters Score -2231238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -2231236.250000 Penalty: 4849.175293
	Iteration 54Q: 3 clusters Score -2231236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -2231233.250000 Penalty: 4849.175293
	Iteration 55Q: 3 clusters Score -2231233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -2231238.500000 Penalty: 4849.175293
	Iteration 56Q: 3 clusters Score -2231238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -2231239.750000 Penalty: 4849.175293
	Iteration 57Q: 3 clusters Score -2231240 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -2231241.250000 Penalty: 4849.175293
	Iteration 58Q: 3 clusters Score -2231241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2231247.000000 Penalty: 4849.175293
	Iteration 59Q: 3 clusters Score -2231247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -2231247.000000 Penalty: 4849.175293
	Iteration 60F: 3 clusters Score -2231247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -2231247.000000 Penalty: 4849.175293
	Iteration 61Q: 3 clusters Score -2231247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -2231248.250000 Penalty: 4849.175293
	Iteration 62Q: 3 clusters Score -2231248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 16338 members 
Entering Unmasked Estep 
Score: -2231250.750000 Penalty: 4849.175293
	Iteration 63Q: 3 clusters Score -2231251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -2231249.750000 Penalty: 4849.175293
	Iteration 64Q: 3 clusters Score -2231250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -2231248.250000 Penalty: 4849.175293
	Iteration 65Q: 3 clusters Score -2231248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -2231248.500000 Penalty: 4849.175293
	Iteration 66Q: 3 clusters Score -2231248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -2231251.000000 Penalty: 4849.175293
	Iteration 67Q: 3 clusters Score -2231251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -2231251.000000 Penalty: 4849.175293
	Iteration 68F: 3 clusters Score -2231251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (36035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Entering Unmasked Estep 
Score: -4553535.000000 Penalty: 2602.076904
	Iteration 0F: 2 clusters Score -4553535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -4528945.000000 Penalty: 5204.153809
	Iteration 0F: 3 clusters Score -4528945 nChanged 16423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -4537949.500000 Penalty: 5204.153809
	Iteration 1F: 3 clusters Score -4537950 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -4538303.000000 Penalty: 5204.153809
	Iteration 2Q: 3 clusters Score -4538303 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -4538619.000000 Penalty: 5204.153809
	Iteration 3Q: 3 clusters Score -4538619 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -4538999.000000 Penalty: 5204.153809
	Iteration 4Q: 3 clusters Score -4538999 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -4539480.000000 Penalty: 5204.153809
	Iteration 5Q: 3 clusters Score -4539480 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -4540127.500000 Penalty: 5204.153809
	Iteration 6Q: 3 clusters Score -4540128 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -4541044.000000 Penalty: 5204.153809
	Iteration 7Q: 3 clusters Score -4541044 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -4542325.000000 Penalty: 5204.153809
	Iteration 8F: 3 clusters Score -4542325 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -4544011.000000 Penalty: 5204.153809
	Iteration 9F: 3 clusters Score -4544011 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -4545824.000000 Penalty: 5204.153809
	Iteration 10F: 3 clusters Score -4545824 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30554 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -4547312.000000 Penalty: 5204.153809
	Iteration 11Q: 3 clusters Score -4547312 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31629 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -4548443.000000 Penalty: 5204.153809
	Iteration 12Q: 3 clusters Score -4548443 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -4549204.500000 Penalty: 5204.153809
	Iteration 13Q: 3 clusters Score -4549204 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32658 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -4549728.000000 Penalty: 5204.153809
	Iteration 14Q: 3 clusters Score -4549728 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32899 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -4550146.000000 Penalty: 5204.153809
	Iteration 15Q: 3 clusters Score -4550146 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33069 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -4550418.500000 Penalty: 5204.153809
	Iteration 16Q: 3 clusters Score -4550418 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33190 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -4550639.000000 Penalty: 5204.153809
	Iteration 17Q: 3 clusters Score -4550639 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33305 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -4550777.500000 Penalty: 5204.153809
	Iteration 18Q: 3 clusters Score -4550778 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33391 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -4550880.000000 Penalty: 5204.153809
	Iteration 19Q: 3 clusters Score -4550880 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33470 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -4550939.000000 Penalty: 5204.153809
	Iteration 20F: 3 clusters Score -4550939 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -4550982.500000 Penalty: 5204.153809
	Iteration 21Q: 3 clusters Score -4550982 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -4551020.500000 Penalty: 5204.153809
	Iteration 22Q: 3 clusters Score -4551020 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -4551063.000000 Penalty: 5204.153809
	Iteration 23Q: 3 clusters Score -4551063 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33707 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -4551058.000000 Penalty: 5204.153809
	Iteration 24Q: 3 clusters Score -4551058 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33751 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -4551083.500000 Penalty: 5204.153809
	Iteration 25Q: 3 clusters Score -4551084 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33804 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -4551113.000000 Penalty: 5204.153809
	Iteration 26Q: 3 clusters Score -4551113 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33846 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -4551111.500000 Penalty: 5204.153809
	Iteration 27Q: 3 clusters Score -4551112 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33875 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -4551135.000000 Penalty: 5204.153809
	Iteration 28Q: 3 clusters Score -4551135 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33906 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -4551138.500000 Penalty: 5204.153809
	Iteration 29Q: 3 clusters Score -4551138 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -4551144.500000 Penalty: 5204.153809
	Iteration 30Q: 3 clusters Score -4551144 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33960 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -4551140.500000 Penalty: 5204.153809
	Iteration 31Q: 3 clusters Score -4551140 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -4551158.000000 Penalty: 5204.153809
	Iteration 32Q: 3 clusters Score -4551158 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34012 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -4551175.000000 Penalty: 5204.153809
	Iteration 33Q: 3 clusters Score -4551175 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34036 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -4551175.500000 Penalty: 5204.153809
	Iteration 34Q: 3 clusters Score -4551176 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34057 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -4551177.500000 Penalty: 5204.153809
	Iteration 35Q: 3 clusters Score -4551178 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34080 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -4551187.000000 Penalty: 5204.153809
	Iteration 36Q: 3 clusters Score -4551187 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -4551194.000000 Penalty: 5204.153809
	Iteration 37Q: 3 clusters Score -4551194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34108 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4551189.000000 Penalty: 5204.153809
	Iteration 38Q: 3 clusters Score -4551189 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -4551182.000000 Penalty: 5204.153809
	Iteration 39Q: 3 clusters Score -4551182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -4551189.500000 Penalty: 5204.153809
	Iteration 40F: 3 clusters Score -4551190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34138 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -4551193.000000 Penalty: 5204.153809
	Iteration 41Q: 3 clusters Score -4551193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -4551200.500000 Penalty: 5204.153809
	Iteration 42Q: 3 clusters Score -4551200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -4551198.000000 Penalty: 5204.153809
	Iteration 43Q: 3 clusters Score -4551198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -4551197.500000 Penalty: 5204.153809
	Iteration 44Q: 3 clusters Score -4551198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -4551196.500000 Penalty: 5204.153809
	Iteration 45Q: 3 clusters Score -4551196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -4551195.000000 Penalty: 5204.153809
	Iteration 46Q: 3 clusters Score -4551195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -4551194.500000 Penalty: 5204.153809
	Iteration 47Q: 3 clusters Score -4551194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -4551194.500000 Penalty: 5204.153809
	Iteration 48F: 3 clusters Score -4551194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Entering Unmasked Estep 
Score: -845251.250000 Penalty: 2183.584229
	Iteration 0F: 2 clusters Score -845251.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -839683.625000 Penalty: 4367.168457
	Iteration 0F: 3 clusters Score -839683.6 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -841105.812500 Penalty: 4367.168457
	Iteration 1F: 3 clusters Score -841105.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -841304.562500 Penalty: 4367.168457
	Iteration 2F: 3 clusters Score -841304.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -841431.750000 Penalty: 4367.168457
	Iteration 3Q: 3 clusters Score -841431.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -841522.250000 Penalty: 4367.168457
	Iteration 4Q: 3 clusters Score -841522.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -841602.437500 Penalty: 4367.168457
	Iteration 5Q: 3 clusters Score -841602.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -841651.187500 Penalty: 4367.168457
	Iteration 6Q: 3 clusters Score -841651.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -841682.875000 Penalty: 4367.168457
	Iteration 7Q: 3 clusters Score -841682.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -841710.875000 Penalty: 4367.168457
	Iteration 8Q: 3 clusters Score -841710.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -841734.125000 Penalty: 4367.168457
	Iteration 9Q: 3 clusters Score -841734.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -841752.812500 Penalty: 4367.168457
	Iteration 10Q: 3 clusters Score -841752.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -841769.562500 Penalty: 4367.168457
	Iteration 11Q: 3 clusters Score -841769.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -841781.000000 Penalty: 4367.168457
	Iteration 12Q: 3 clusters Score -841781 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -841795.750000 Penalty: 4367.168457
	Iteration 13Q: 3 clusters Score -841795.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -841809.687500 Penalty: 4367.168457
	Iteration 14Q: 3 clusters Score -841809.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -841818.375000 Penalty: 4367.168457
	Iteration 15Q: 3 clusters Score -841818.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -841830.125000 Penalty: 4367.168457
	Iteration 16Q: 3 clusters Score -841830.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -841840.062500 Penalty: 4367.168457
	Iteration 17Q: 3 clusters Score -841840.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -841850.062500 Penalty: 4367.168457
	Iteration 18Q: 3 clusters Score -841850.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -841866.437500 Penalty: 4367.168457
	Iteration 19Q: 3 clusters Score -841866.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -841873.562500 Penalty: 4367.168457
	Iteration 20F: 3 clusters Score -841873.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -841881.750000 Penalty: 4367.168457
	Iteration 21Q: 3 clusters Score -841881.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -841889.687500 Penalty: 4367.168457
	Iteration 22Q: 3 clusters Score -841889.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -841894.062500 Penalty: 4367.168457
	Iteration 23Q: 3 clusters Score -841894.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -841900.000000 Penalty: 4367.168457
	Iteration 24Q: 3 clusters Score -841900 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -841904.250000 Penalty: 4367.168457
	Iteration 25Q: 3 clusters Score -841904.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -841908.312500 Penalty: 4367.168457
	Iteration 26Q: 3 clusters Score -841908.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -841913.312500 Penalty: 4367.168457
	Iteration 27Q: 3 clusters Score -841913.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -841916.062500 Penalty: 4367.168457
	Iteration 28Q: 3 clusters Score -841916.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -841919.000000 Penalty: 4367.168457
	Iteration 29Q: 3 clusters Score -841919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -841922.312500 Penalty: 4367.168457
	Iteration 30Q: 3 clusters Score -841922.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -841921.250000 Penalty: 4367.168457
	Iteration 31Q: 3 clusters Score -841921.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -841923.687500 Penalty: 4367.168457
	Iteration 32Q: 3 clusters Score -841923.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -841923.062500 Penalty: 4367.168457
	Iteration 33Q: 3 clusters Score -841923.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -841925.125000 Penalty: 4367.168457
	Iteration 34Q: 3 clusters Score -841925.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -841925.500000 Penalty: 4367.168457
	Iteration 35Q: 3 clusters Score -841925.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -841925.750000 Penalty: 4367.168457
	Iteration 36Q: 3 clusters Score -841925.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -841925.062500 Penalty: 4367.168457
	Iteration 37Q: 3 clusters Score -841925.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -841928.250000 Penalty: 4367.168457
	Iteration 38Q: 3 clusters Score -841928.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -841928.500000 Penalty: 4367.168457
	Iteration 39Q: 3 clusters Score -841928.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -841929.937500 Penalty: 4367.168457
	Iteration 40F: 3 clusters Score -841929.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -841928.937500 Penalty: 4367.168457
	Iteration 41Q: 3 clusters Score -841928.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -841929.812500 Penalty: 4367.168457
	Iteration 42Q: 3 clusters Score -841929.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -841929.625000 Penalty: 4367.168457
	Iteration 43Q: 3 clusters Score -841929.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -841929.625000 Penalty: 4367.168457
	Iteration 44F: 3 clusters Score -841929.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 63158 members 
Mstep: Class 3 contains 13964 members 
Mstep: Class 4 contains 269168 members 
Mstep: Class 5 contains 4195 members 
Mstep: Class 6 contains 17607 members 
Mstep: Class 7 contains 2317 members 
Mstep: Class 8 contains 28457 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 96150 members 
Mstep: Class 12 contains 21381 members 
Mstep: Class 13 contains 37714 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54421 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 170169 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2815 members 
Mstep: Class 21 contains 17616 members 
Mstep: Class 22 contains 36035 members 
Mstep: Class 23 contains 6666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777664.000000 Penalty: 77926.218750
Iteration 199Q: 24 clusters Score -1.047777e+08 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 63152 members 
Mstep: Class 3 contains 13968 members 
Mstep: Class 4 contains 269198 members 
Mstep: Class 5 contains 4194 members 
Mstep: Class 6 contains 17620 members 
Mstep: Class 7 contains 2317 members 
Mstep: Class 8 contains 28459 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 96240 members 
Mstep: Class 12 contains 21380 members 
Mstep: Class 13 contains 37716 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54401 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 170031 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2817 members 
Mstep: Class 21 contains 17641 members 
Mstep: Class 22 contains 36033 members 
Mstep: Class 23 contains 6666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777856.000000 Penalty: 77926.218750
Iteration 200F: 24 clusters Score -1.047779e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 63150 members 
Mstep: Class 3 contains 13970 members 
Mstep: Class 4 contains 269223 members 
Mstep: Class 5 contains 4196 members 
Mstep: Class 6 contains 17636 members 
Mstep: Class 7 contains 2316 members 
Mstep: Class 8 contains 28459 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 96329 members 
Mstep: Class 12 contains 21380 members 
Mstep: Class 13 contains 37713 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54385 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169901 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2817 members 
Mstep: Class 21 contains 17663 members 
Mstep: Class 22 contains 36029 members 
Mstep: Class 23 contains 6666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777888.000000 Penalty: 77926.218750
Iteration 201Q: 24 clusters Score -1.047779e+08 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 63153 members 
Mstep: Class 3 contains 13973 members 
Mstep: Class 4 contains 269242 members 
Mstep: Class 5 contains 4195 members 
Mstep: Class 6 contains 17644 members 
Mstep: Class 7 contains 2316 members 
Mstep: Class 8 contains 28459 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 96388 members 
Mstep: Class 12 contains 21382 members 
Mstep: Class 13 contains 37713 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54377 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169789 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2817 members 
Mstep: Class 21 contains 17690 members 
Mstep: Class 22 contains 36029 members 
Mstep: Class 23 contains 6666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778024.000000 Penalty: 77926.218750
Iteration 202Q: 24 clusters Score -1.04778e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 63158 members 
Mstep: Class 3 contains 13977 members 
Mstep: Class 4 contains 269247 members 
Mstep: Class 5 contains 4195 members 
Mstep: Class 6 contains 17641 members 
Mstep: Class 7 contains 2315 members 
Mstep: Class 8 contains 28459 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 96429 members 
Mstep: Class 12 contains 21384 members 
Mstep: Class 13 contains 37716 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54370 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169726 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2817 members 
Mstep: Class 21 contains 17705 members 
Mstep: Class 22 contains 36028 members 
Mstep: Class 23 contains 6666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778104.000000 Penalty: 77926.218750
Iteration 203Q: 24 clusters Score -1.047781e+08 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 63170 members 
Mstep: Class 3 contains 13979 members 
Mstep: Class 4 contains 269268 members 
Mstep: Class 5 contains 4195 members 
Mstep: Class 6 contains 17641 members 
Mstep: Class 7 contains 2313 members 
Mstep: Class 8 contains 28459 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 96466 members 
Mstep: Class 12 contains 21386 members 
Mstep: Class 13 contains 37718 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54359 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169651 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2817 members 
Mstep: Class 21 contains 17717 members 
Mstep: Class 22 contains 36027 members 
Mstep: Class 23 contains 6667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778064.000000 Penalty: 77926.218750
Iteration 204Q: 24 clusters Score -1.047781e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 63178 members 
Mstep: Class 3 contains 13983 members 
Mstep: Class 4 contains 269279 members 
Mstep: Class 5 contains 4195 members 
Mstep: Class 6 contains 17643 members 
Mstep: Class 7 contains 2312 members 
Mstep: Class 8 contains 28455 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 96504 members 
Mstep: Class 12 contains 21391 members 
Mstep: Class 13 contains 37717 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54350 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169581 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2817 members 
Mstep: Class 21 contains 17732 members 
Mstep: Class 22 contains 36028 members 
Mstep: Class 23 contains 6667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778040.000000 Penalty: 77926.218750
Iteration 205Q: 24 clusters Score -1.04778e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 63187 members 
Mstep: Class 3 contains 13982 members 
Mstep: Class 4 contains 269310 members 
Mstep: Class 5 contains 4195 members 
Mstep: Class 6 contains 17649 members 
Mstep: Class 7 contains 2308 members 
Mstep: Class 8 contains 28457 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 96530 members 
Mstep: Class 12 contains 21399 members 
Mstep: Class 13 contains 37719 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54345 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169497 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2817 members 
Mstep: Class 21 contains 17740 members 
Mstep: Class 22 contains 36029 members 
Mstep: Class 23 contains 6667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777904.000000 Penalty: 77926.218750
Iteration 206Q: 24 clusters Score -1.047779e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 63193 members 
Mstep: Class 3 contains 13984 members 
Mstep: Class 4 contains 269326 members 
Mstep: Class 5 contains 4195 members 
Mstep: Class 6 contains 17648 members 
Mstep: Class 7 contains 2309 members 
Mstep: Class 8 contains 28453 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 96554 members 
Mstep: Class 12 contains 21401 members 
Mstep: Class 13 contains 37719 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54340 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169451 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2817 members 
Mstep: Class 21 contains 17747 members 
Mstep: Class 22 contains 36026 members 
Mstep: Class 23 contains 6667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777976.000000 Penalty: 77926.218750
Iteration 207Q: 24 clusters Score -1.04778e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 63196 members 
Mstep: Class 3 contains 13989 members 
Mstep: Class 4 contains 269338 members 
Mstep: Class 5 contains 4195 members 
Mstep: Class 6 contains 17652 members 
Mstep: Class 7 contains 2307 members 
Mstep: Class 8 contains 28450 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 96578 members 
Mstep: Class 12 contains 21404 members 
Mstep: Class 13 contains 37719 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54334 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169405 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2817 members 
Mstep: Class 21 contains 17754 members 
Mstep: Class 22 contains 36025 members 
Mstep: Class 23 contains 6667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778040.000000 Penalty: 77926.218750
Iteration 208Q: 24 clusters Score -1.04778e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 63197 members 
Mstep: Class 3 contains 13991 members 
Mstep: Class 4 contains 269336 members 
Mstep: Class 5 contains 4195 members 
Mstep: Class 6 contains 17657 members 
Mstep: Class 7 contains 2305 members 
Mstep: Class 8 contains 28450 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 96601 members 
Mstep: Class 12 contains 21406 members 
Mstep: Class 13 contains 37719 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54327 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169376 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2817 members 
Mstep: Class 21 contains 17758 members 
Mstep: Class 22 contains 36027 members 
Mstep: Class 23 contains 6667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777936.000000 Penalty: 77926.218750
Iteration 209Q: 24 clusters Score -1.047779e+08 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63199 members 
Mstep: Class 3 contains 13995 members 
Mstep: Class 4 contains 269342 members 
Mstep: Class 5 contains 4197 members 
Mstep: Class 6 contains 17660 members 
Mstep: Class 7 contains 2305 members 
Mstep: Class 8 contains 28445 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 96618 members 
Mstep: Class 12 contains 21406 members 
Mstep: Class 13 contains 37717 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54318 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169351 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2817 members 
Mstep: Class 21 contains 17765 members 
Mstep: Class 22 contains 36026 members 
Mstep: Class 23 contains 6667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777896.000000 Penalty: 77926.218750
Iteration 210Q: 24 clusters Score -1.047779e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 63204 members 
Mstep: Class 3 contains 13995 members 
Mstep: Class 4 contains 269320 members 
Mstep: Class 5 contains 4197 members 
Mstep: Class 6 contains 17665 members 
Mstep: Class 7 contains 2304 members 
Mstep: Class 8 contains 28445 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 96651 members 
Mstep: Class 12 contains 21408 members 
Mstep: Class 13 contains 37716 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54314 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169323 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2816 members 
Mstep: Class 21 contains 17775 members 
Mstep: Class 22 contains 36029 members 
Mstep: Class 23 contains 6667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777864.000000 Penalty: 77926.218750
Iteration 211Q: 24 clusters Score -1.047779e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 63212 members 
Mstep: Class 3 contains 13996 members 
Mstep: Class 4 contains 269305 members 
Mstep: Class 5 contains 4197 members 
Mstep: Class 6 contains 17667 members 
Mstep: Class 7 contains 2304 members 
Mstep: Class 8 contains 28444 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 96683 members 
Mstep: Class 12 contains 21409 members 
Mstep: Class 13 contains 37718 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54311 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169291 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2816 members 
Mstep: Class 21 contains 17779 members 
Mstep: Class 22 contains 36030 members 
Mstep: Class 23 contains 6667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777904.000000 Penalty: 77926.218750
Iteration 212Q: 24 clusters Score -1.047779e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 63219 members 
Mstep: Class 3 contains 13996 members 
Mstep: Class 4 contains 269310 members 
Mstep: Class 5 contains 4197 members 
Mstep: Class 6 contains 17665 members 
Mstep: Class 7 contains 2304 members 
Mstep: Class 8 contains 28445 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 96707 members 
Mstep: Class 12 contains 21409 members 
Mstep: Class 13 contains 37717 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54305 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169260 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2816 members 
Mstep: Class 21 contains 17781 members 
Mstep: Class 22 contains 36031 members 
Mstep: Class 23 contains 6667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777856.000000 Penalty: 77926.218750
Iteration 213Q: 24 clusters Score -1.047779e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 63224 members 
Mstep: Class 3 contains 13996 members 
Mstep: Class 4 contains 269323 members 
Mstep: Class 5 contains 4197 members 
Mstep: Class 6 contains 17665 members 
Mstep: Class 7 contains 2303 members 
Mstep: Class 8 contains 28444 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 96712 members 
Mstep: Class 12 contains 21411 members 
Mstep: Class 13 contains 37718 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54302 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169238 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2816 members 
Mstep: Class 21 contains 17781 members 
Mstep: Class 22 contains 36032 members 
Mstep: Class 23 contains 6667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777800.000000 Penalty: 77926.218750
Iteration 214Q: 24 clusters Score -1.047778e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 63228 members 
Mstep: Class 3 contains 13997 members 
Mstep: Class 4 contains 269316 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 17667 members 
Mstep: Class 7 contains 2303 members 
Mstep: Class 8 contains 28444 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 96722 members 
Mstep: Class 12 contains 21412 members 
Mstep: Class 13 contains 37719 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54300 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169218 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2816 members 
Mstep: Class 21 contains 17788 members 
Mstep: Class 22 contains 36033 members 
Mstep: Class 23 contains 6667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777792.000000 Penalty: 77926.218750
Iteration 215Q: 24 clusters Score -1.047778e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 63228 members 
Mstep: Class 3 contains 13997 members 
Mstep: Class 4 contains 269313 members 
Mstep: Class 5 contains 4198 members 
Mstep: Class 6 contains 17669 members 
Mstep: Class 7 contains 2303 members 
Mstep: Class 8 contains 28446 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 96739 members 
Mstep: Class 12 contains 21413 members 
Mstep: Class 13 contains 37717 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54299 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169200 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2816 members 
Mstep: Class 21 contains 17793 members 
Mstep: Class 22 contains 36031 members 
Mstep: Class 23 contains 6667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777800.000000 Penalty: 77926.218750
Iteration 216Q: 24 clusters Score -1.047778e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 63225 members 
Mstep: Class 3 contains 14000 members 
Mstep: Class 4 contains 269295 members 
Mstep: Class 5 contains 4197 members 
Mstep: Class 6 contains 17670 members 
Mstep: Class 7 contains 2303 members 
Mstep: Class 8 contains 28447 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 96761 members 
Mstep: Class 12 contains 21414 members 
Mstep: Class 13 contains 37719 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54297 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169191 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2816 members 
Mstep: Class 21 contains 17795 members 
Mstep: Class 22 contains 36032 members 
Mstep: Class 23 contains 6667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777784.000000 Penalty: 77926.218750
Iteration 217Q: 24 clusters Score -1.047778e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 63228 members 
Mstep: Class 3 contains 14001 members 
Mstep: Class 4 contains 269276 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 17671 members 
Mstep: Class 7 contains 2302 members 
Mstep: Class 8 contains 28447 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 96778 members 
Mstep: Class 12 contains 21415 members 
Mstep: Class 13 contains 37720 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54295 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169182 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2816 members 
Mstep: Class 21 contains 17800 members 
Mstep: Class 22 contains 36032 members 
Mstep: Class 23 contains 6667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777808.000000 Penalty: 77926.218750
Iteration 218Q: 24 clusters Score -1.047778e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 63230 members 
Mstep: Class 3 contains 14001 members 
Mstep: Class 4 contains 269269 members 
Mstep: Class 5 contains 4200 members 
Mstep: Class 6 contains 17672 members 
Mstep: Class 7 contains 2302 members 
Mstep: Class 8 contains 28447 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 96801 members 
Mstep: Class 12 contains 21414 members 
Mstep: Class 13 contains 37721 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54290 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169168 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2816 members 
Mstep: Class 21 contains 17801 members 
Mstep: Class 22 contains 36030 members 
Mstep: Class 23 contains 6667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777864.000000 Penalty: 77926.218750
Iteration 219Q: 24 clusters Score -1.047779e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 63235 members 
Mstep: Class 3 contains 14001 members 
Mstep: Class 4 contains 269270 members 
Mstep: Class 5 contains 4200 members 
Mstep: Class 6 contains 17672 members 
Mstep: Class 7 contains 2301 members 
Mstep: Class 8 contains 28446 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 96818 members 
Mstep: Class 12 contains 21413 members 
Mstep: Class 13 contains 37724 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54287 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169147 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2816 members 
Mstep: Class 21 contains 17803 members 
Mstep: Class 22 contains 36029 members 
Mstep: Class 23 contains 6667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777904.000000 Penalty: 77926.218750
Iteration 220F: 24 clusters Score -1.047779e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 63239 members 
Mstep: Class 3 contains 14001 members 
Mstep: Class 4 contains 269272 members 
Mstep: Class 5 contains 4200 members 
Mstep: Class 6 contains 17675 members 
Mstep: Class 7 contains 2301 members 
Mstep: Class 8 contains 28446 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 96826 members 
Mstep: Class 12 contains 21414 members 
Mstep: Class 13 contains 37727 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54286 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169128 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2816 members 
Mstep: Class 21 contains 17804 members 
Mstep: Class 22 contains 36027 members 
Mstep: Class 23 contains 6667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777912.000000 Penalty: 77926.218750
Iteration 221Q: 24 clusters Score -1.047779e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 63242 members 
Mstep: Class 3 contains 14001 members 
Mstep: Class 4 contains 269273 members 
Mstep: Class 5 contains 4200 members 
Mstep: Class 6 contains 17680 members 
Mstep: Class 7 contains 2301 members 
Mstep: Class 8 contains 28447 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 96833 members 
Mstep: Class 12 contains 21413 members 
Mstep: Class 13 contains 37727 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54286 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169112 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2816 members 
Mstep: Class 21 contains 17803 members 
Mstep: Class 22 contains 36028 members 
Mstep: Class 23 contains 6667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777872.000000 Penalty: 77926.218750
Iteration 222Q: 24 clusters Score -1.047779e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 63245 members 
Mstep: Class 3 contains 14001 members 
Mstep: Class 4 contains 269269 members 
Mstep: Class 5 contains 4200 members 
Mstep: Class 6 contains 17681 members 
Mstep: Class 7 contains 2301 members 
Mstep: Class 8 contains 28448 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 96841 members 
Mstep: Class 12 contains 21414 members 
Mstep: Class 13 contains 37730 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54284 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169101 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2816 members 
Mstep: Class 21 contains 17802 members 
Mstep: Class 22 contains 36029 members 
Mstep: Class 23 contains 6667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777800.000000 Penalty: 77926.218750
Iteration 223Q: 24 clusters Score -1.047778e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 63244 members 
Mstep: Class 3 contains 14001 members 
Mstep: Class 4 contains 269263 members 
Mstep: Class 5 contains 4200 members 
Mstep: Class 6 contains 17685 members 
Mstep: Class 7 contains 2301 members 
Mstep: Class 8 contains 28447 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 96866 members 
Mstep: Class 12 contains 21414 members 
Mstep: Class 13 contains 37728 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54284 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169080 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2816 members 
Mstep: Class 21 contains 17803 members 
Mstep: Class 22 contains 36030 members 
Mstep: Class 23 contains 6667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777800.000000 Penalty: 77926.218750
Iteration 224Q: 24 clusters Score -1.047778e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 63240 members 
Mstep: Class 3 contains 14001 members 
Mstep: Class 4 contains 269262 members 
Mstep: Class 5 contains 4201 members 
Mstep: Class 6 contains 17685 members 
Mstep: Class 7 contains 2301 members 
Mstep: Class 8 contains 28448 members 
Mstep: Class 9 contains 5650 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 96871 members 
Mstep: Class 12 contains 21414 members 
Mstep: Class 13 contains 37728 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54282 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169078 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2816 members 
Mstep: Class 21 contains 17806 members 
Mstep: Class 22 contains 36029 members 
Mstep: Class 23 contains 6667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777824.000000 Penalty: 77926.218750
Iteration 225Q: 24 clusters Score -1.047778e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 63242 members 
Mstep: Class 3 contains 14001 members 
Mstep: Class 4 contains 269259 members 
Mstep: Class 5 contains 4201 members 
Mstep: Class 6 contains 17686 members 
Mstep: Class 7 contains 2301 members 
Mstep: Class 8 contains 28450 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 96876 members 
Mstep: Class 12 contains 21413 members 
Mstep: Class 13 contains 37728 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54282 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169068 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2816 members 
Mstep: Class 21 contains 17811 members 
Mstep: Class 22 contains 36029 members 
Mstep: Class 23 contains 6667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777840.000000 Penalty: 77926.218750
Iteration 226Q: 24 clusters Score -1.047778e+08 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 63247 members 
Mstep: Class 3 contains 14004 members 
Mstep: Class 4 contains 269255 members 
Mstep: Class 5 contains 4201 members 
Mstep: Class 6 contains 17686 members 
Mstep: Class 7 contains 2301 members 
Mstep: Class 8 contains 28450 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 96883 members 
Mstep: Class 12 contains 21412 members 
Mstep: Class 13 contains 37728 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54279 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169057 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2816 members 
Mstep: Class 21 contains 17815 members 
Mstep: Class 22 contains 36028 members 
Mstep: Class 23 contains 6668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778024.000000 Penalty: 77926.218750
Iteration 227Q: 24 clusters Score -1.04778e+08 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 63250 members 
Mstep: Class 3 contains 14004 members 
Mstep: Class 4 contains 269239 members 
Mstep: Class 5 contains 4201 members 
Mstep: Class 6 contains 17686 members 
Mstep: Class 7 contains 2301 members 
Mstep: Class 8 contains 28448 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 96886 members 
Mstep: Class 12 contains 21411 members 
Mstep: Class 13 contains 37727 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54279 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169067 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2816 members 
Mstep: Class 21 contains 17818 members 
Mstep: Class 22 contains 36029 members 
Mstep: Class 23 contains 6668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778016.000000 Penalty: 77926.218750
Iteration 228Q: 24 clusters Score -1.04778e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 63251 members 
Mstep: Class 3 contains 14004 members 
Mstep: Class 4 contains 269229 members 
Mstep: Class 5 contains 4201 members 
Mstep: Class 6 contains 17686 members 
Mstep: Class 7 contains 2301 members 
Mstep: Class 8 contains 28447 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 96887 members 
Mstep: Class 12 contains 21410 members 
Mstep: Class 13 contains 37728 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54276 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169076 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2816 members 
Mstep: Class 21 contains 17820 members 
Mstep: Class 22 contains 36030 members 
Mstep: Class 23 contains 6668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778072.000000 Penalty: 77926.218750
Iteration 229Q: 24 clusters Score -1.047781e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 63252 members 
Mstep: Class 3 contains 14003 members 
Mstep: Class 4 contains 269226 members 
Mstep: Class 5 contains 4201 members 
Mstep: Class 6 contains 17687 members 
Mstep: Class 7 contains 2301 members 
Mstep: Class 8 contains 28446 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 96897 members 
Mstep: Class 12 contains 21410 members 
Mstep: Class 13 contains 37728 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54271 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169068 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2816 members 
Mstep: Class 21 contains 17825 members 
Mstep: Class 22 contains 36030 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777944.000000 Penalty: 77926.218750
Iteration 230Q: 24 clusters Score -1.047779e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 63253 members 
Mstep: Class 3 contains 14003 members 
Mstep: Class 4 contains 269219 members 
Mstep: Class 5 contains 4201 members 
Mstep: Class 6 contains 17688 members 
Mstep: Class 7 contains 2301 members 
Mstep: Class 8 contains 28444 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 96910 members 
Mstep: Class 12 contains 21409 members 
Mstep: Class 13 contains 37730 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54267 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169062 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2816 members 
Mstep: Class 21 contains 17828 members 
Mstep: Class 22 contains 36030 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777952.000000 Penalty: 77926.218750
Iteration 231Q: 24 clusters Score -1.04778e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 63252 members 
Mstep: Class 3 contains 14003 members 
Mstep: Class 4 contains 269208 members 
Mstep: Class 5 contains 4201 members 
Mstep: Class 6 contains 17689 members 
Mstep: Class 7 contains 2301 members 
Mstep: Class 8 contains 28445 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 96919 members 
Mstep: Class 12 contains 21409 members 
Mstep: Class 13 contains 37730 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54265 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169064 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2816 members 
Mstep: Class 21 contains 17828 members 
Mstep: Class 22 contains 36031 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777920.000000 Penalty: 77926.218750
Iteration 232Q: 24 clusters Score -1.047779e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 63251 members 
Mstep: Class 3 contains 14003 members 
Mstep: Class 4 contains 269186 members 
Mstep: Class 5 contains 4201 members 
Mstep: Class 6 contains 17689 members 
Mstep: Class 7 contains 2301 members 
Mstep: Class 8 contains 28446 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 96924 members 
Mstep: Class 12 contains 21410 members 
Mstep: Class 13 contains 37732 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54269 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169075 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2816 members 
Mstep: Class 21 contains 17828 members 
Mstep: Class 22 contains 36030 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777880.000000 Penalty: 77926.218750
Iteration 233Q: 24 clusters Score -1.047779e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 63250 members 
Mstep: Class 3 contains 14003 members 
Mstep: Class 4 contains 269164 members 
Mstep: Class 5 contains 4200 members 
Mstep: Class 6 contains 17688 members 
Mstep: Class 7 contains 2301 members 
Mstep: Class 8 contains 28448 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 96930 members 
Mstep: Class 12 contains 21410 members 
Mstep: Class 13 contains 37734 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54269 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169090 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2816 members 
Mstep: Class 21 contains 17829 members 
Mstep: Class 22 contains 36029 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777888.000000 Penalty: 77926.218750
Iteration 234Q: 24 clusters Score -1.047779e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 63251 members 
Mstep: Class 3 contains 14005 members 
Mstep: Class 4 contains 269144 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 17689 members 
Mstep: Class 7 contains 2301 members 
Mstep: Class 8 contains 28442 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 96939 members 
Mstep: Class 12 contains 21411 members 
Mstep: Class 13 contains 37733 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54272 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169099 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2816 members 
Mstep: Class 21 contains 17831 members 
Mstep: Class 22 contains 36029 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777848.000000 Penalty: 77926.218750
Iteration 235Q: 24 clusters Score -1.047778e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 63251 members 
Mstep: Class 3 contains 14005 members 
Mstep: Class 4 contains 269138 members 
Mstep: Class 5 contains 4197 members 
Mstep: Class 6 contains 17690 members 
Mstep: Class 7 contains 2301 members 
Mstep: Class 8 contains 28439 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 96951 members 
Mstep: Class 12 contains 21412 members 
Mstep: Class 13 contains 37734 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54271 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169095 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2816 members 
Mstep: Class 21 contains 17832 members 
Mstep: Class 22 contains 36029 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777968.000000 Penalty: 77926.218750
Iteration 236Q: 24 clusters Score -1.04778e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 63252 members 
Mstep: Class 3 contains 14005 members 
Mstep: Class 4 contains 269121 members 
Mstep: Class 5 contains 4196 members 
Mstep: Class 6 contains 17693 members 
Mstep: Class 7 contains 2301 members 
Mstep: Class 8 contains 28434 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 96963 members 
Mstep: Class 12 contains 21412 members 
Mstep: Class 13 contains 37733 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54270 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169103 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2816 members 
Mstep: Class 21 contains 17833 members 
Mstep: Class 22 contains 36029 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777912.000000 Penalty: 77926.218750
Iteration 237Q: 24 clusters Score -1.047779e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 63253 members 
Mstep: Class 3 contains 14005 members 
Mstep: Class 4 contains 269106 members 
Mstep: Class 5 contains 4197 members 
Mstep: Class 6 contains 17693 members 
Mstep: Class 7 contains 2301 members 
Mstep: Class 8 contains 28436 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 96972 members 
Mstep: Class 12 contains 21413 members 
Mstep: Class 13 contains 37736 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54268 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169105 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2816 members 
Mstep: Class 21 contains 17833 members 
Mstep: Class 22 contains 36027 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777904.000000 Penalty: 77926.218750
Iteration 238Q: 24 clusters Score -1.047779e+08 nChanged 58
Entering ConstructFrom: 
Score: -104777904.000000 Penalty: 77926.218750
Entering ConstructFrom: 
Trying to split cluster 1 (2296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Entering Unmasked Estep 
Score: -282202.812500 Penalty: 1919.253052
	Iteration 0F: 2 clusters Score -282202.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -279437.968750 Penalty: 3838.506104
	Iteration 0F: 3 clusters Score -279438 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -279895.187500 Penalty: 3838.506104
	Iteration 1F: 3 clusters Score -279895.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -280003.062500 Penalty: 3838.506104
	Iteration 2F: 3 clusters Score -280003.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -280060.031250 Penalty: 3838.506104
	Iteration 3Q: 3 clusters Score -280060 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -280103.406250 Penalty: 3838.506104
	Iteration 4Q: 3 clusters Score -280103.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -280133.218750 Penalty: 3838.506104
	Iteration 5Q: 3 clusters Score -280133.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -280162.968750 Penalty: 3838.506104
	Iteration 6Q: 3 clusters Score -280163 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -280184.812500 Penalty: 3838.506104
	Iteration 7Q: 3 clusters Score -280184.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -280195.937500 Penalty: 3838.506104
	Iteration 8Q: 3 clusters Score -280195.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -280204.343750 Penalty: 3838.506104
	Iteration 9Q: 3 clusters Score -280204.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -280208.531250 Penalty: 3838.506104
	Iteration 10Q: 3 clusters Score -280208.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -280212.531250 Penalty: 3838.506104
	Iteration 11Q: 3 clusters Score -280212.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -280214.687500 Penalty: 3838.506104
	Iteration 12Q: 3 clusters Score -280214.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -280218.968750 Penalty: 3838.506104
	Iteration 13Q: 3 clusters Score -280219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -280227.156250 Penalty: 3838.506104
	Iteration 14Q: 3 clusters Score -280227.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -280232.093750 Penalty: 3838.506104
	Iteration 15Q: 3 clusters Score -280232.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -280235.906250 Penalty: 3838.506104
	Iteration 16Q: 3 clusters Score -280235.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -280236.437500 Penalty: 3838.506104
	Iteration 17Q: 3 clusters Score -280236.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -280239.281250 Penalty: 3838.506104
	Iteration 18Q: 3 clusters Score -280239.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -280242.531250 Penalty: 3838.506104
	Iteration 19Q: 3 clusters Score -280242.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -280249.156250 Penalty: 3838.506104
	Iteration 20F: 3 clusters Score -280249.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -280254.843750 Penalty: 3838.506104
	Iteration 21Q: 3 clusters Score -280254.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -280261.781250 Penalty: 3838.506104
	Iteration 22Q: 3 clusters Score -280261.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -280264.625000 Penalty: 3838.506104
	Iteration 23Q: 3 clusters Score -280264.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -280265.500000 Penalty: 3838.506104
	Iteration 24Q: 3 clusters Score -280265.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -280266.593750 Penalty: 3838.506104
	Iteration 25Q: 3 clusters Score -280266.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -280266.593750 Penalty: 3838.506104
	Iteration 26F: 3 clusters Score -280266.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (63253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63253 members 
Entering Unmasked Estep 
Score: -7981510.000000 Penalty: 2741.614746
	Iteration 0F: 2 clusters Score -7981510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -7939067.500000 Penalty: 5483.229492
	Iteration 0F: 3 clusters Score -7939068 nChanged 29625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33778 members 
Mstep: Class 2 contains 29475 members 
Entering Unmasked Estep 
Score: -7955875.000000 Penalty: 5483.229492
	Iteration 1F: 3 clusters Score -7955875 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -7956725.500000 Penalty: 5483.229492
	Iteration 2Q: 3 clusters Score -7956726 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37000 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -7957791.500000 Penalty: 5483.229492
	Iteration 3Q: 3 clusters Score -7957792 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -7959371.500000 Penalty: 5483.229492
	Iteration 4F: 3 clusters Score -7959372 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43216 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -7961746.000000 Penalty: 5483.229492
	Iteration 5F: 3 clusters Score -7961746 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47628 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -7965206.000000 Penalty: 5483.229492
	Iteration 6F: 3 clusters Score -7965206 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52302 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -7969193.500000 Penalty: 5483.229492
	Iteration 7F: 3 clusters Score -7969194 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56496 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -7973069.000000 Penalty: 5483.229492
	Iteration 8F: 3 clusters Score -7973069 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59476 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -7975743.500000 Penalty: 5483.229492
	Iteration 9Q: 3 clusters Score -7975744 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61270 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -7977372.500000 Penalty: 5483.229492
	Iteration 10Q: 3 clusters Score -7977372 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62243 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -7978269.500000 Penalty: 5483.229492
	Iteration 11Q: 3 clusters Score -7978270 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62678 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -7978684.500000 Penalty: 5483.229492
	Iteration 12Q: 3 clusters Score -7978684 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62838 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -7978862.500000 Penalty: 5483.229492
	Iteration 13Q: 3 clusters Score -7978862 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62923 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -7978961.500000 Penalty: 5483.229492
	Iteration 14Q: 3 clusters Score -7978962 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62967 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -7979031.500000 Penalty: 5483.229492
	Iteration 15Q: 3 clusters Score -7979032 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62991 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -7979064.000000 Penalty: 5483.229492
	Iteration 16Q: 3 clusters Score -7979064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63003 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -7979079.500000 Penalty: 5483.229492
	Iteration 17Q: 3 clusters Score -7979080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63010 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -7979088.500000 Penalty: 5483.229492
	Iteration 18Q: 3 clusters Score -7979088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63016 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -7979105.500000 Penalty: 5483.229492
	Iteration 19Q: 3 clusters Score -7979106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63023 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -7979121.500000 Penalty: 5483.229492
	Iteration 20F: 3 clusters Score -7979122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63027 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -7979131.500000 Penalty: 5483.229492
	Iteration 21Q: 3 clusters Score -7979132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63028 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -7979135.000000 Penalty: 5483.229492
	Iteration 22Q: 3 clusters Score -7979135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63031 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -7979137.500000 Penalty: 5483.229492
	Iteration 23Q: 3 clusters Score -7979138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63034 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -7979149.000000 Penalty: 5483.229492
	Iteration 24Q: 3 clusters Score -7979149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63036 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -7979154.500000 Penalty: 5483.229492
	Iteration 25Q: 3 clusters Score -7979154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63037 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -7979155.000000 Penalty: 5483.229492
	Iteration 26Q: 3 clusters Score -7979155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63039 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -7979156.500000 Penalty: 5483.229492
	Iteration 27Q: 3 clusters Score -7979156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63040 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -7979160.500000 Penalty: 5483.229492
	Iteration 28Q: 3 clusters Score -7979160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63040 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -7979160.500000 Penalty: 5483.229492
	Iteration 29F: 3 clusters Score -7979160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Entering Unmasked Estep 
Score: -1745314.125000 Penalty: 2367.715820
	Iteration 0F: 2 clusters Score -1745314 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1735084.125000 Penalty: 4735.431641
	Iteration 0F: 3 clusters Score -1735084 nChanged 6028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1738399.125000 Penalty: 4735.431641
	Iteration 1F: 3 clusters Score -1738399 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1738893.250000 Penalty: 4735.431641
	Iteration 2F: 3 clusters Score -1738893 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1739315.875000 Penalty: 4735.431641
	Iteration 3F: 3 clusters Score -1739316 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1739721.000000 Penalty: 4735.431641
	Iteration 4F: 3 clusters Score -1739721 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1740095.125000 Penalty: 4735.431641
	Iteration 5F: 3 clusters Score -1740095 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1740447.125000 Penalty: 4735.431641
	Iteration 6Q: 3 clusters Score -1740447 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1740799.875000 Penalty: 4735.431641
	Iteration 7Q: 3 clusters Score -1740800 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1741117.875000 Penalty: 4735.431641
	Iteration 8Q: 3 clusters Score -1741118 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1741422.750000 Penalty: 4735.431641
	Iteration 9Q: 3 clusters Score -1741423 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1741700.375000 Penalty: 4735.431641
	Iteration 10Q: 3 clusters Score -1741700 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1741972.625000 Penalty: 4735.431641
	Iteration 11Q: 3 clusters Score -1741973 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1742195.750000 Penalty: 4735.431641
	Iteration 12Q: 3 clusters Score -1742196 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1742367.125000 Penalty: 4735.431641
	Iteration 13Q: 3 clusters Score -1742367 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1742519.500000 Penalty: 4735.431641
	Iteration 14Q: 3 clusters Score -1742520 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1742614.000000 Penalty: 4735.431641
	Iteration 15Q: 3 clusters Score -1742614 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1742700.000000 Penalty: 4735.431641
	Iteration 16Q: 3 clusters Score -1742700 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1742815.250000 Penalty: 4735.431641
	Iteration 17Q: 3 clusters Score -1742815 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -1742920.250000 Penalty: 4735.431641
	Iteration 18Q: 3 clusters Score -1742920 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1743051.125000 Penalty: 4735.431641
	Iteration 19Q: 3 clusters Score -1743051 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1743188.500000 Penalty: 4735.431641
	Iteration 20F: 3 clusters Score -1743188 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1743335.500000 Penalty: 4735.431641
	Iteration 21Q: 3 clusters Score -1743336 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1743481.000000 Penalty: 4735.431641
	Iteration 22Q: 3 clusters Score -1743481 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1743611.375000 Penalty: 4735.431641
	Iteration 23Q: 3 clusters Score -1743611 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1743759.750000 Penalty: 4735.431641
	Iteration 24Q: 3 clusters Score -1743760 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1743888.625000 Penalty: 4735.431641
	Iteration 25Q: 3 clusters Score -1743889 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1744023.500000 Penalty: 4735.431641
	Iteration 26Q: 3 clusters Score -1744024 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1744125.500000 Penalty: 4735.431641
	Iteration 27Q: 3 clusters Score -1744126 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -1744190.375000 Penalty: 4735.431641
	Iteration 28Q: 3 clusters Score -1744190 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1744245.500000 Penalty: 4735.431641
	Iteration 29Q: 3 clusters Score -1744246 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1744278.000000 Penalty: 4735.431641
	Iteration 30Q: 3 clusters Score -1744278 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1744304.375000 Penalty: 4735.431641
	Iteration 31Q: 3 clusters Score -1744304 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1744327.125000 Penalty: 4735.431641
	Iteration 32Q: 3 clusters Score -1744327 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1744348.125000 Penalty: 4735.431641
	Iteration 33Q: 3 clusters Score -1744348 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -1744358.000000 Penalty: 4735.431641
	Iteration 34Q: 3 clusters Score -1744358 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1744369.125000 Penalty: 4735.431641
	Iteration 35Q: 3 clusters Score -1744369 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1744374.125000 Penalty: 4735.431641
	Iteration 36Q: 3 clusters Score -1744374 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1744370.750000 Penalty: 4735.431641
	Iteration 37Q: 3 clusters Score -1744371 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1744373.875000 Penalty: 4735.431641
	Iteration 38Q: 3 clusters Score -1744374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1744372.375000 Penalty: 4735.431641
	Iteration 39Q: 3 clusters Score -1744372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1744371.375000 Penalty: 4735.431641
	Iteration 40F: 3 clusters Score -1744371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -1744371.000000 Penalty: 4735.431641
	Iteration 41Q: 3 clusters Score -1744371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1744374.625000 Penalty: 4735.431641
	Iteration 42Q: 3 clusters Score -1744375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1744375.375000 Penalty: 4735.431641
	Iteration 43Q: 3 clusters Score -1744375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1744376.125000 Penalty: 4735.431641
	Iteration 44Q: 3 clusters Score -1744376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1744375.125000 Penalty: 4735.431641
	Iteration 45Q: 3 clusters Score -1744375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1744375.125000 Penalty: 4735.431641
	Iteration 46F: 3 clusters Score -1744375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (269097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269097 members 
Entering Unmasked Estep 
Score: -33376290.000000 Penalty: 3100.701172
	Iteration 0F: 2 clusters Score -3.337629e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134651 members 
Mstep: Class 2 contains 134446 members 
Entering Unmasked Estep 
Score: -33208652.000000 Penalty: 6201.402344
	Iteration 0F: 3 clusters Score -3.320865e+07 nChanged 130320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137433 members 
Mstep: Class 2 contains 131664 members 
Entering Unmasked Estep 
Score: -33285562.000000 Penalty: 6201.402344
	Iteration 1F: 3 clusters Score -3.328556e+07 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139025 members 
Mstep: Class 2 contains 130072 members 
Entering Unmasked Estep 
Score: -33286436.000000 Penalty: 6201.402344
	Iteration 2Q: 3 clusters Score -3.328644e+07 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141577 members 
Mstep: Class 2 contains 127520 members 
Entering Unmasked Estep 
Score: -33287518.000000 Penalty: 6201.402344
	Iteration 3Q: 3 clusters Score -3.328752e+07 nChanged 6502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145499 members 
Mstep: Class 2 contains 123598 members 
Entering Unmasked Estep 
Score: -33288866.000000 Penalty: 6201.402344
	Iteration 4Q: 3 clusters Score -3.328887e+07 nChanged 7861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151586 members 
Mstep: Class 2 contains 117511 members 
Entering Unmasked Estep 
Score: -33291112.000000 Penalty: 6201.402344
	Iteration 5Q: 3 clusters Score -3.329111e+07 nChanged 10484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161040 members 
Mstep: Class 2 contains 108057 members 
Entering Unmasked Estep 
Score: -33294870.000000 Penalty: 6201.402344
	Iteration 6Q: 3 clusters Score -3.329487e+07 nChanged 14423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175023 members 
Mstep: Class 2 contains 94074 members 
Entering Unmasked Estep 
Score: -33302092.000000 Penalty: 6201.402344
	Iteration 7F: 3 clusters Score -3.330209e+07 nChanged 19159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193900 members 
Mstep: Class 2 contains 75197 members 
Entering Unmasked Estep 
Score: -33313994.000000 Penalty: 6201.402344
	Iteration 8F: 3 clusters Score -3.331399e+07 nChanged 22282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216030 members 
Mstep: Class 2 contains 53067 members 
Entering Unmasked Estep 
Score: -33330874.000000 Penalty: 6201.402344
	Iteration 9F: 3 clusters Score -3.333087e+07 nChanged 20982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236930 members 
Mstep: Class 2 contains 32167 members 
Entering Unmasked Estep 
Score: -33346868.000000 Penalty: 6201.402344
	Iteration 10F: 3 clusters Score -3.334687e+07 nChanged 14998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251902 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -33358744.000000 Penalty: 6201.402344
	Iteration 11F: 3 clusters Score -3.335874e+07 nChanged 8603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260499 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -33366064.000000 Penalty: 6201.402344
	Iteration 12Q: 3 clusters Score -3.336606e+07 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264772 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -33369656.000000 Penalty: 6201.402344
	Iteration 13Q: 3 clusters Score -3.336966e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266734 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -33371646.000000 Penalty: 6201.402344
	Iteration 14Q: 3 clusters Score -3.337165e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267593 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -33372484.000000 Penalty: 6201.402344
	Iteration 15Q: 3 clusters Score -3.337248e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267977 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -33372966.000000 Penalty: 6201.402344
	Iteration 16Q: 3 clusters Score -3.337297e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268171 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -33373162.000000 Penalty: 6201.402344
	Iteration 17Q: 3 clusters Score -3.337316e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268263 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -33373270.000000 Penalty: 6201.402344
	Iteration 18Q: 3 clusters Score -3.337327e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268316 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -33373380.000000 Penalty: 6201.402344
	Iteration 19Q: 3 clusters Score -3.337338e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268372 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -33373440.000000 Penalty: 6201.402344
	Iteration 20F: 3 clusters Score -3.337344e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268408 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -33373476.000000 Penalty: 6201.402344
	Iteration 21Q: 3 clusters Score -3.337348e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268430 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -33373494.000000 Penalty: 6201.402344
	Iteration 22Q: 3 clusters Score -3.337349e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268437 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -33373512.000000 Penalty: 6201.402344
	Iteration 23Q: 3 clusters Score -3.337351e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268443 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -33373510.000000 Penalty: 6201.402344
	Iteration 24Q: 3 clusters Score -3.337351e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268456 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -33373540.000000 Penalty: 6201.402344
	Iteration 25Q: 3 clusters Score -3.337354e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268458 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -33373534.000000 Penalty: 6201.402344
	Iteration 26Q: 3 clusters Score -3.337353e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268465 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -33373534.000000 Penalty: 6201.402344
	Iteration 27Q: 3 clusters Score -3.337353e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268470 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -33373526.000000 Penalty: 6201.402344
	Iteration 28Q: 3 clusters Score -3.337353e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268473 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -33373532.000000 Penalty: 6201.402344
	Iteration 29Q: 3 clusters Score -3.337353e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268475 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -33373524.000000 Penalty: 6201.402344
	Iteration 30Q: 3 clusters Score -3.337352e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268480 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -33373542.000000 Penalty: 6201.402344
	Iteration 31Q: 3 clusters Score -3.337354e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268479 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -33373528.000000 Penalty: 6201.402344
	Iteration 32Q: 3 clusters Score -3.337353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268477 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -33373524.000000 Penalty: 6201.402344
	Iteration 33Q: 3 clusters Score -3.337352e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268475 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -33373532.000000 Penalty: 6201.402344
	Iteration 34Q: 3 clusters Score -3.337353e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268475 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -33373532.000000 Penalty: 6201.402344
	Iteration 35F: 3 clusters Score -3.337353e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Entering Unmasked Estep 
Score: -496737.093750 Penalty: 2068.787842
	Iteration 0F: 2 clusters Score -496737.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -492698.031250 Penalty: 4137.575684
	Iteration 0F: 3 clusters Score -492698 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -493625.625000 Penalty: 4137.575684
	Iteration 1F: 3 clusters Score -493625.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -493844.625000 Penalty: 4137.575684
	Iteration 2F: 3 clusters Score -493844.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -493996.656250 Penalty: 4137.575684
	Iteration 3F: 3 clusters Score -493996.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -494095.781250 Penalty: 4137.575684
	Iteration 4Q: 3 clusters Score -494095.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -494162.187500 Penalty: 4137.575684
	Iteration 5Q: 3 clusters Score -494162.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -494224.656250 Penalty: 4137.575684
	Iteration 6Q: 3 clusters Score -494224.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -494282.812500 Penalty: 4137.575684
	Iteration 7Q: 3 clusters Score -494282.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -494341.187500 Penalty: 4137.575684
	Iteration 8Q: 3 clusters Score -494341.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -494402.312500 Penalty: 4137.575684
	Iteration 9Q: 3 clusters Score -494402.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -494477.812500 Penalty: 4137.575684
	Iteration 10Q: 3 clusters Score -494477.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -494557.093750 Penalty: 4137.575684
	Iteration 11Q: 3 clusters Score -494557.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -494639.812500 Penalty: 4137.575684
	Iteration 12Q: 3 clusters Score -494639.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -494702.531250 Penalty: 4137.575684
	Iteration 13Q: 3 clusters Score -494702.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -494747.531250 Penalty: 4137.575684
	Iteration 14Q: 3 clusters Score -494747.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -494799.687500 Penalty: 4137.575684
	Iteration 15Q: 3 clusters Score -494799.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -494854.968750 Penalty: 4137.575684
	Iteration 16Q: 3 clusters Score -494855 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -494911.468750 Penalty: 4137.575684
	Iteration 17Q: 3 clusters Score -494911.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -494955.343750 Penalty: 4137.575684
	Iteration 18Q: 3 clusters Score -494955.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -494990.125000 Penalty: 4137.575684
	Iteration 19Q: 3 clusters Score -494990.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -495025.187500 Penalty: 4137.575684
	Iteration 20F: 3 clusters Score -495025.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -495069.968750 Penalty: 4137.575684
	Iteration 21Q: 3 clusters Score -495070 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -495097.468750 Penalty: 4137.575684
	Iteration 22Q: 3 clusters Score -495097.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -495120.750000 Penalty: 4137.575684
	Iteration 23Q: 3 clusters Score -495120.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -495143.937500 Penalty: 4137.575684
	Iteration 24Q: 3 clusters Score -495143.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -495162.343750 Penalty: 4137.575684
	Iteration 25Q: 3 clusters Score -495162.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -495177.187500 Penalty: 4137.575684
	Iteration 26Q: 3 clusters Score -495177.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -495188.750000 Penalty: 4137.575684
	Iteration 27Q: 3 clusters Score -495188.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -495199.906250 Penalty: 4137.575684
	Iteration 28Q: 3 clusters Score -495199.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -495213.218750 Penalty: 4137.575684
	Iteration 29Q: 3 clusters Score -495213.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -495222.250000 Penalty: 4137.575684
	Iteration 30Q: 3 clusters Score -495222.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -495228.031250 Penalty: 4137.575684
	Iteration 31Q: 3 clusters Score -495228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -495230.468750 Penalty: 4137.575684
	Iteration 32Q: 3 clusters Score -495230.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -495235.187500 Penalty: 4137.575684
	Iteration 33Q: 3 clusters Score -495235.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -495238.781250 Penalty: 4137.575684
	Iteration 34Q: 3 clusters Score -495238.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -495243.812500 Penalty: 4137.575684
	Iteration 35Q: 3 clusters Score -495243.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -495245.843750 Penalty: 4137.575684
	Iteration 36Q: 3 clusters Score -495245.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -495247.906250 Penalty: 4137.575684
	Iteration 37Q: 3 clusters Score -495247.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -495248.937500 Penalty: 4137.575684
	Iteration 38Q: 3 clusters Score -495248.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -495250.812500 Penalty: 4137.575684
	Iteration 39Q: 3 clusters Score -495250.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -495252.218750 Penalty: 4137.575684
	Iteration 40F: 3 clusters Score -495252.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -495254.187500 Penalty: 4137.575684
	Iteration 41Q: 3 clusters Score -495254.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -495255.812500 Penalty: 4137.575684
	Iteration 42Q: 3 clusters Score -495255.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -495260.750000 Penalty: 4137.575684
	Iteration 43Q: 3 clusters Score -495260.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -495262.843750 Penalty: 4137.575684
	Iteration 44Q: 3 clusters Score -495262.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -495265.906250 Penalty: 4137.575684
	Iteration 45Q: 3 clusters Score -495265.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -495267.937500 Penalty: 4137.575684
	Iteration 46Q: 3 clusters Score -495267.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -495272.218750 Penalty: 4137.575684
	Iteration 47Q: 3 clusters Score -495272.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -495273.437500 Penalty: 4137.575684
	Iteration 48Q: 3 clusters Score -495273.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -495274.937500 Penalty: 4137.575684
	Iteration 49Q: 3 clusters Score -495274.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -495275.593750 Penalty: 4137.575684
	Iteration 50Q: 3 clusters Score -495275.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -495276.031250 Penalty: 4137.575684
	Iteration 51Q: 3 clusters Score -495276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -495276.187500 Penalty: 4137.575684
	Iteration 52Q: 3 clusters Score -495276.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -495276.468750 Penalty: 4137.575684
	Iteration 53Q: 3 clusters Score -495276.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -495276.468750 Penalty: 4137.575684
	Iteration 54F: 3 clusters Score -495276.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Entering Unmasked Estep 
Score: -2224769.000000 Penalty: 2425.641113
	Iteration 0F: 2 clusters Score -2224769 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -2212076.500000 Penalty: 4851.282227
	Iteration 0F: 3 clusters Score -2212076 nChanged 7723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -2216123.000000 Penalty: 4851.282227
	Iteration 1F: 3 clusters Score -2216123 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -2216449.750000 Penalty: 4851.282227
	Iteration 2F: 3 clusters Score -2216450 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -2216689.500000 Penalty: 4851.282227
	Iteration 3Q: 3 clusters Score -2216690 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -2216883.500000 Penalty: 4851.282227
	Iteration 4Q: 3 clusters Score -2216884 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -2217030.750000 Penalty: 4851.282227
	Iteration 5Q: 3 clusters Score -2217031 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -2217186.000000 Penalty: 4851.282227
	Iteration 6Q: 3 clusters Score -2217186 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -2217333.250000 Penalty: 4851.282227
	Iteration 7Q: 3 clusters Score -2217333 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -2217479.250000 Penalty: 4851.282227
	Iteration 8Q: 3 clusters Score -2217479 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -2217654.250000 Penalty: 4851.282227
	Iteration 9Q: 3 clusters Score -2217654 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -2217850.000000 Penalty: 4851.282227
	Iteration 10Q: 3 clusters Score -2217850 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -2218119.250000 Penalty: 4851.282227
	Iteration 11Q: 3 clusters Score -2218119 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -2218459.250000 Penalty: 4851.282227
	Iteration 12Q: 3 clusters Score -2218459 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -2218853.000000 Penalty: 4851.282227
	Iteration 13Q: 3 clusters Score -2218853 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -2219267.250000 Penalty: 4851.282227
	Iteration 14Q: 3 clusters Score -2219267 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -2219754.000000 Penalty: 4851.282227
	Iteration 15Q: 3 clusters Score -2219754 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -2220174.750000 Penalty: 4851.282227
	Iteration 16Q: 3 clusters Score -2220175 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -2220493.750000 Penalty: 4851.282227
	Iteration 17Q: 3 clusters Score -2220494 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -2220726.000000 Penalty: 4851.282227
	Iteration 18Q: 3 clusters Score -2220726 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -2220862.250000 Penalty: 4851.282227
	Iteration 19Q: 3 clusters Score -2220862 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -2221005.250000 Penalty: 4851.282227
	Iteration 20F: 3 clusters Score -2221005 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -2221136.500000 Penalty: 4851.282227
	Iteration 21Q: 3 clusters Score -2221136 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -2221278.750000 Penalty: 4851.282227
	Iteration 22Q: 3 clusters Score -2221279 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -2221403.250000 Penalty: 4851.282227
	Iteration 23Q: 3 clusters Score -2221403 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -2221505.250000 Penalty: 4851.282227
	Iteration 24Q: 3 clusters Score -2221505 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -2221609.750000 Penalty: 4851.282227
	Iteration 25Q: 3 clusters Score -2221610 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -2221700.750000 Penalty: 4851.282227
	Iteration 26Q: 3 clusters Score -2221701 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -2221778.500000 Penalty: 4851.282227
	Iteration 27Q: 3 clusters Score -2221778 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -2221845.500000 Penalty: 4851.282227
	Iteration 28Q: 3 clusters Score -2221846 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -2221900.000000 Penalty: 4851.282227
	Iteration 29Q: 3 clusters Score -2221900 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -2221951.000000 Penalty: 4851.282227
	Iteration 30Q: 3 clusters Score -2221951 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -2221995.750000 Penalty: 4851.282227
	Iteration 31Q: 3 clusters Score -2221996 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -2222047.750000 Penalty: 4851.282227
	Iteration 32Q: 3 clusters Score -2222048 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -2222086.250000 Penalty: 4851.282227
	Iteration 33Q: 3 clusters Score -2222086 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -2222127.500000 Penalty: 4851.282227
	Iteration 34Q: 3 clusters Score -2222128 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 14471 members 
Entering Unmasked Estep 
Score: -2222168.500000 Penalty: 4851.282227
	Iteration 35Q: 3 clusters Score -2222168 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -2222213.250000 Penalty: 4851.282227
	Iteration 36Q: 3 clusters Score -2222213 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -2222245.250000 Penalty: 4851.282227
	Iteration 37Q: 3 clusters Score -2222245 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -2222277.250000 Penalty: 4851.282227
	Iteration 38Q: 3 clusters Score -2222277 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -2222310.250000 Penalty: 4851.282227
	Iteration 39Q: 3 clusters Score -2222310 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -2222327.500000 Penalty: 4851.282227
	Iteration 40F: 3 clusters Score -2222328 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -2222350.500000 Penalty: 4851.282227
	Iteration 41Q: 3 clusters Score -2222350 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -2222372.000000 Penalty: 4851.282227
	Iteration 42Q: 3 clusters Score -2222372 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -2222381.500000 Penalty: 4851.282227
	Iteration 43Q: 3 clusters Score -2222382 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -2222400.750000 Penalty: 4851.282227
	Iteration 44Q: 3 clusters Score -2222401 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -2222413.750000 Penalty: 4851.282227
	Iteration 45Q: 3 clusters Score -2222414 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -2222433.750000 Penalty: 4851.282227
	Iteration 46Q: 3 clusters Score -2222434 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -2222442.000000 Penalty: 4851.282227
	Iteration 47Q: 3 clusters Score -2222442 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -2222454.000000 Penalty: 4851.282227
	Iteration 48Q: 3 clusters Score -2222454 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -2222462.250000 Penalty: 4851.282227
	Iteration 49Q: 3 clusters Score -2222462 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -2222463.750000 Penalty: 4851.282227
	Iteration 50Q: 3 clusters Score -2222464 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -2222472.500000 Penalty: 4851.282227
	Iteration 51Q: 3 clusters Score -2222472 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -2222488.750000 Penalty: 4851.282227
	Iteration 52Q: 3 clusters Score -2222489 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -2222497.250000 Penalty: 4851.282227
	Iteration 53Q: 3 clusters Score -2222497 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -2222505.000000 Penalty: 4851.282227
	Iteration 54Q: 3 clusters Score -2222505 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -2222535.000000 Penalty: 4851.282227
	Iteration 55Q: 3 clusters Score -2222535 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -2222545.500000 Penalty: 4851.282227
	Iteration 56Q: 3 clusters Score -2222546 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -2222558.750000 Penalty: 4851.282227
	Iteration 57Q: 3 clusters Score -2222559 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -2222574.250000 Penalty: 4851.282227
	Iteration 58Q: 3 clusters Score -2222574 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -2222576.500000 Penalty: 4851.282227
	Iteration 59Q: 3 clusters Score -2222576 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -2222581.500000 Penalty: 4851.282227
	Iteration 60F: 3 clusters Score -2222582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -2222587.000000 Penalty: 4851.282227
	Iteration 61Q: 3 clusters Score -2222587 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -2222593.000000 Penalty: 4851.282227
	Iteration 62Q: 3 clusters Score -2222593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -2222595.500000 Penalty: 4851.282227
	Iteration 63Q: 3 clusters Score -2222596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -2222597.750000 Penalty: 4851.282227
	Iteration 64Q: 3 clusters Score -2222598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -2222604.750000 Penalty: 4851.282227
	Iteration 65Q: 3 clusters Score -2222605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -2222604.000000 Penalty: 4851.282227
	Iteration 66Q: 3 clusters Score -2222604 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -2222606.500000 Penalty: 4851.282227
	Iteration 67Q: 3 clusters Score -2222606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -2222608.250000 Penalty: 4851.282227
	Iteration 68Q: 3 clusters Score -2222608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -2222610.750000 Penalty: 4851.282227
	Iteration 69Q: 3 clusters Score -2222611 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -2222610.500000 Penalty: 4851.282227
	Iteration 70Q: 3 clusters Score -2222610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -2222615.000000 Penalty: 4851.282227
	Iteration 71Q: 3 clusters Score -2222615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -2222620.250000 Penalty: 4851.282227
	Iteration 72Q: 3 clusters Score -2222620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -2222621.750000 Penalty: 4851.282227
	Iteration 73Q: 3 clusters Score -2222622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -2222620.000000 Penalty: 4851.282227
	Iteration 74Q: 3 clusters Score -2222620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -2222625.250000 Penalty: 4851.282227
	Iteration 75Q: 3 clusters Score -2222625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -2222623.750000 Penalty: 4851.282227
	Iteration 76Q: 3 clusters Score -2222624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -2222624.750000 Penalty: 4851.282227
	Iteration 77Q: 3 clusters Score -2222625 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 16064 members 
Entering Unmasked Estep 
Score: -2222623.750000 Penalty: 4851.282227
	Iteration 78Q: 3 clusters Score -2222624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -2222626.500000 Penalty: 4851.282227
	Iteration 79Q: 3 clusters Score -2222626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -2222629.500000 Penalty: 4851.282227
	Iteration 80F: 3 clusters Score -2222630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -2222631.250000 Penalty: 4851.282227
	Iteration 81Q: 3 clusters Score -2222631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -2222629.500000 Penalty: 4851.282227
	Iteration 82Q: 3 clusters Score -2222630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -2222631.250000 Penalty: 4851.282227
	Iteration 83Q: 3 clusters Score -2222631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -2222634.750000 Penalty: 4851.282227
	Iteration 84Q: 3 clusters Score -2222635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -2222632.750000 Penalty: 4851.282227
	Iteration 85Q: 3 clusters Score -2222633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -2222632.750000 Penalty: 4851.282227
	Iteration 86F: 3 clusters Score -2222633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Entering Unmasked Estep 
Score: -272554.187500 Penalty: 1919.792480
	Iteration 0F: 2 clusters Score -272554.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -269712.906250 Penalty: 3839.584961
	Iteration 0F: 3 clusters Score -269712.9 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -270194.218750 Penalty: 3839.584961
	Iteration 1F: 3 clusters Score -270194.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -270371.218750 Penalty: 3839.584961
	Iteration 2F: 3 clusters Score -270371.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -270498.218750 Penalty: 3839.584961
	Iteration 3F: 3 clusters Score -270498.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -270588.062500 Penalty: 3839.584961
	Iteration 4Q: 3 clusters Score -270588.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -270665.593750 Penalty: 3839.584961
	Iteration 5Q: 3 clusters Score -270665.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -270718.593750 Penalty: 3839.584961
	Iteration 6Q: 3 clusters Score -270718.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -270772.187500 Penalty: 3839.584961
	Iteration 7Q: 3 clusters Score -270772.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -270815.656250 Penalty: 3839.584961
	Iteration 8Q: 3 clusters Score -270815.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -270859.812500 Penalty: 3839.584961
	Iteration 9Q: 3 clusters Score -270859.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -270904.750000 Penalty: 3839.584961
	Iteration 10Q: 3 clusters Score -270904.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -270939.062500 Penalty: 3839.584961
	Iteration 11Q: 3 clusters Score -270939.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -270970.625000 Penalty: 3839.584961
	Iteration 12Q: 3 clusters Score -270970.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -270999.875000 Penalty: 3839.584961
	Iteration 13Q: 3 clusters Score -270999.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -271031.500000 Penalty: 3839.584961
	Iteration 14Q: 3 clusters Score -271031.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -271069.437500 Penalty: 3839.584961
	Iteration 15Q: 3 clusters Score -271069.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -271101.750000 Penalty: 3839.584961
	Iteration 16Q: 3 clusters Score -271101.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -271132.781250 Penalty: 3839.584961
	Iteration 17Q: 3 clusters Score -271132.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -271151.968750 Penalty: 3839.584961
	Iteration 18Q: 3 clusters Score -271152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -271167.937500 Penalty: 3839.584961
	Iteration 19Q: 3 clusters Score -271167.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -271178.062500 Penalty: 3839.584961
	Iteration 20F: 3 clusters Score -271178.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -271190.937500 Penalty: 3839.584961
	Iteration 21Q: 3 clusters Score -271190.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -271201.031250 Penalty: 3839.584961
	Iteration 22Q: 3 clusters Score -271201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -271208.656250 Penalty: 3839.584961
	Iteration 23Q: 3 clusters Score -271208.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -271212.781250 Penalty: 3839.584961
	Iteration 24Q: 3 clusters Score -271212.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -271220.593750 Penalty: 3839.584961
	Iteration 25Q: 3 clusters Score -271220.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -271227.375000 Penalty: 3839.584961
	Iteration 26Q: 3 clusters Score -271227.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -271230.750000 Penalty: 3839.584961
	Iteration 27Q: 3 clusters Score -271230.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -271234.781250 Penalty: 3839.584961
	Iteration 28Q: 3 clusters Score -271234.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -271239.562500 Penalty: 3839.584961
	Iteration 29Q: 3 clusters Score -271239.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -271241.562500 Penalty: 3839.584961
	Iteration 30Q: 3 clusters Score -271241.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -271244.156250 Penalty: 3839.584961
	Iteration 31Q: 3 clusters Score -271244.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -271246.281250 Penalty: 3839.584961
	Iteration 32Q: 3 clusters Score -271246.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -271248.968750 Penalty: 3839.584961
	Iteration 33Q: 3 clusters Score -271249 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -271251.468750 Penalty: 3839.584961
	Iteration 34Q: 3 clusters Score -271251.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -271253.718750 Penalty: 3839.584961
	Iteration 35Q: 3 clusters Score -271253.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -271254.343750 Penalty: 3839.584961
	Iteration 36Q: 3 clusters Score -271254.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -271255.343750 Penalty: 3839.584961
	Iteration 37Q: 3 clusters Score -271255.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -271256.937500 Penalty: 3839.584961
	Iteration 38Q: 3 clusters Score -271256.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -271258.281250 Penalty: 3839.584961
	Iteration 39Q: 3 clusters Score -271258.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -271258.281250 Penalty: 3839.584961
	Iteration 40F: 3 clusters Score -271258.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (28437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28437 members 
Entering Unmasked Estep 
Score: -3580017.000000 Penalty: 2543.350830
	Iteration 0F: 2 clusters Score -3580017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -3560514.750000 Penalty: 5086.701660
	Iteration 0F: 3 clusters Score -3560515 nChanged 12678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -3567197.250000 Penalty: 5086.701660
	Iteration 1F: 3 clusters Score -3567197 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -3567539.750000 Penalty: 5086.701660
	Iteration 2Q: 3 clusters Score -3567540 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -3567835.000000 Penalty: 5086.701660
	Iteration 3Q: 3 clusters Score -3567835 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -3568179.500000 Penalty: 5086.701660
	Iteration 4Q: 3 clusters Score -3568180 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -3568534.750000 Penalty: 5086.701660
	Iteration 5Q: 3 clusters Score -3568535 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -3569068.250000 Penalty: 5086.701660
	Iteration 6Q: 3 clusters Score -3569068 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -3569621.250000 Penalty: 5086.701660
	Iteration 7Q: 3 clusters Score -3569621 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -3570254.250000 Penalty: 5086.701660
	Iteration 8Q: 3 clusters Score -3570254 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -3571027.500000 Penalty: 5086.701660
	Iteration 9F: 3 clusters Score -3571028 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -3571900.000000 Penalty: 5086.701660
	Iteration 10F: 3 clusters Score -3571900 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -3572848.250000 Penalty: 5086.701660
	Iteration 11F: 3 clusters Score -3572848 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -3573837.500000 Penalty: 5086.701660
	Iteration 12F: 3 clusters Score -3573838 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -3574754.750000 Penalty: 5086.701660
	Iteration 13Q: 3 clusters Score -3574755 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -3575552.750000 Penalty: 5086.701660
	Iteration 14Q: 3 clusters Score -3575553 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 22343 members 
Entering Unmasked Estep 
Score: -3576099.750000 Penalty: 5086.701660
	Iteration 15Q: 3 clusters Score -3576100 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -3576465.500000 Penalty: 5086.701660
	Iteration 16Q: 3 clusters Score -3576466 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -3576752.000000 Penalty: 5086.701660
	Iteration 17Q: 3 clusters Score -3576752 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -3576985.750000 Penalty: 5086.701660
	Iteration 18Q: 3 clusters Score -3576986 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -3577196.250000 Penalty: 5086.701660
	Iteration 19Q: 3 clusters Score -3577196 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -3577394.000000 Penalty: 5086.701660
	Iteration 20F: 3 clusters Score -3577394 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -3577573.000000 Penalty: 5086.701660
	Iteration 21Q: 3 clusters Score -3577573 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -3577742.750000 Penalty: 5086.701660
	Iteration 22Q: 3 clusters Score -3577743 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -3577890.000000 Penalty: 5086.701660
	Iteration 23Q: 3 clusters Score -3577890 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -3577986.250000 Penalty: 5086.701660
	Iteration 24Q: 3 clusters Score -3577986 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 26282 members 
Entering Unmasked Estep 
Score: -3578082.750000 Penalty: 5086.701660
	Iteration 25Q: 3 clusters Score -3578083 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 26461 members 
Entering Unmasked Estep 
Score: -3578164.750000 Penalty: 5086.701660
	Iteration 26Q: 3 clusters Score -3578165 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -3578230.000000 Penalty: 5086.701660
	Iteration 27Q: 3 clusters Score -3578230 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 26727 members 
Entering Unmasked Estep 
Score: -3578278.000000 Penalty: 5086.701660
	Iteration 28Q: 3 clusters Score -3578278 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -3578331.500000 Penalty: 5086.701660
	Iteration 29Q: 3 clusters Score -3578332 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -3578364.250000 Penalty: 5086.701660
	Iteration 30Q: 3 clusters Score -3578364 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -3578398.250000 Penalty: 5086.701660
	Iteration 31Q: 3 clusters Score -3578398 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -3578430.500000 Penalty: 5086.701660
	Iteration 32Q: 3 clusters Score -3578430 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -3578437.750000 Penalty: 5086.701660
	Iteration 33Q: 3 clusters Score -3578438 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -3578459.500000 Penalty: 5086.701660
	Iteration 34Q: 3 clusters Score -3578460 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -3578482.750000 Penalty: 5086.701660
	Iteration 35Q: 3 clusters Score -3578483 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -3578507.750000 Penalty: 5086.701660
	Iteration 36Q: 3 clusters Score -3578508 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -3578523.500000 Penalty: 5086.701660
	Iteration 37Q: 3 clusters Score -3578524 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -3578535.000000 Penalty: 5086.701660
	Iteration 38Q: 3 clusters Score -3578535 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 27389 members 
Entering Unmasked Estep 
Score: -3578545.750000 Penalty: 5086.701660
	Iteration 39Q: 3 clusters Score -3578546 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -3578560.500000 Penalty: 5086.701660
	Iteration 40F: 3 clusters Score -3578560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -3578560.500000 Penalty: 5086.701660
	Iteration 41Q: 3 clusters Score -3578560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -3578573.250000 Penalty: 5086.701660
	Iteration 42Q: 3 clusters Score -3578573 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -3578573.750000 Penalty: 5086.701660
	Iteration 43Q: 3 clusters Score -3578574 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 27469 members 
Entering Unmasked Estep 
Score: -3578583.000000 Penalty: 5086.701660
	Iteration 44Q: 3 clusters Score -3578583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 27478 members 
Entering Unmasked Estep 
Score: -3578583.750000 Penalty: 5086.701660
	Iteration 45Q: 3 clusters Score -3578584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -3578582.500000 Penalty: 5086.701660
	Iteration 46Q: 3 clusters Score -3578582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 27490 members 
Entering Unmasked Estep 
Score: -3578587.750000 Penalty: 5086.701660
	Iteration 47Q: 3 clusters Score -3578588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -3578585.500000 Penalty: 5086.701660
	Iteration 48Q: 3 clusters Score -3578586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -3578585.500000 Penalty: 5086.701660
	Iteration 49F: 3 clusters Score -3578586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Entering Unmasked Estep 
Score: -714206.562500 Penalty: 2142.530029
	Iteration 0F: 2 clusters Score -714206.6 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 2855 members 
Entering Unmasked Estep 
Score: -709252.250000 Penalty: 4285.060059
	Iteration 0F: 3 clusters Score -709252.2 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -710392.750000 Penalty: 4285.060059
	Iteration 1F: 3 clusters Score -710392.8 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -710610.250000 Penalty: 4285.060059
	Iteration 2F: 3 clusters Score -710610.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -710722.125000 Penalty: 4285.060059
	Iteration 3Q: 3 clusters Score -710722.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -710800.250000 Penalty: 4285.060059
	Iteration 4Q: 3 clusters Score -710800.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -710851.750000 Penalty: 4285.060059
	Iteration 5Q: 3 clusters Score -710851.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -710889.937500 Penalty: 4285.060059
	Iteration 6Q: 3 clusters Score -710889.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -710917.625000 Penalty: 4285.060059
	Iteration 7Q: 3 clusters Score -710917.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -710944.312500 Penalty: 4285.060059
	Iteration 8Q: 3 clusters Score -710944.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -710964.937500 Penalty: 4285.060059
	Iteration 9Q: 3 clusters Score -710964.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -710980.812500 Penalty: 4285.060059
	Iteration 10Q: 3 clusters Score -710980.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -710998.250000 Penalty: 4285.060059
	Iteration 11Q: 3 clusters Score -710998.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -711010.250000 Penalty: 4285.060059
	Iteration 12Q: 3 clusters Score -711010.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -711025.937500 Penalty: 4285.060059
	Iteration 13Q: 3 clusters Score -711025.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -711041.312500 Penalty: 4285.060059
	Iteration 14Q: 3 clusters Score -711041.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -711055.937500 Penalty: 4285.060059
	Iteration 15Q: 3 clusters Score -711055.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -711072.437500 Penalty: 4285.060059
	Iteration 16Q: 3 clusters Score -711072.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -711084.062500 Penalty: 4285.060059
	Iteration 17Q: 3 clusters Score -711084.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -711097.875000 Penalty: 4285.060059
	Iteration 18Q: 3 clusters Score -711097.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -711111.062500 Penalty: 4285.060059
	Iteration 19Q: 3 clusters Score -711111.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -711124.500000 Penalty: 4285.060059
	Iteration 20F: 3 clusters Score -711124.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -711130.375000 Penalty: 4285.060059
	Iteration 21Q: 3 clusters Score -711130.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -711136.562500 Penalty: 4285.060059
	Iteration 22Q: 3 clusters Score -711136.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -711144.187500 Penalty: 4285.060059
	Iteration 23Q: 3 clusters Score -711144.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -711148.062500 Penalty: 4285.060059
	Iteration 24Q: 3 clusters Score -711148.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -711150.750000 Penalty: 4285.060059
	Iteration 25Q: 3 clusters Score -711150.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -711153.812500 Penalty: 4285.060059
	Iteration 26Q: 3 clusters Score -711153.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -711155.000000 Penalty: 4285.060059
	Iteration 27Q: 3 clusters Score -711155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -711156.750000 Penalty: 4285.060059
	Iteration 28Q: 3 clusters Score -711156.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -711160.125000 Penalty: 4285.060059
	Iteration 29Q: 3 clusters Score -711160.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -711159.937500 Penalty: 4285.060059
	Iteration 30Q: 3 clusters Score -711159.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -711160.812500 Penalty: 4285.060059
	Iteration 31Q: 3 clusters Score -711160.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -711163.312500 Penalty: 4285.060059
	Iteration 32Q: 3 clusters Score -711163.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -711165.687500 Penalty: 4285.060059
	Iteration 33Q: 3 clusters Score -711165.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -711169.812500 Penalty: 4285.060059
	Iteration 34Q: 3 clusters Score -711169.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -711173.687500 Penalty: 4285.060059
	Iteration 35Q: 3 clusters Score -711173.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -711178.250000 Penalty: 4285.060059
	Iteration 36Q: 3 clusters Score -711178.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -711185.000000 Penalty: 4285.060059
	Iteration 37Q: 3 clusters Score -711185 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -711191.375000 Penalty: 4285.060059
	Iteration 38Q: 3 clusters Score -711191.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -711199.750000 Penalty: 4285.060059
	Iteration 39Q: 3 clusters Score -711199.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -711203.250000 Penalty: 4285.060059
	Iteration 40F: 3 clusters Score -711203.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -711210.562500 Penalty: 4285.060059
	Iteration 41Q: 3 clusters Score -711210.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -711220.062500 Penalty: 4285.060059
	Iteration 42Q: 3 clusters Score -711220.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -711237.187500 Penalty: 4285.060059
	Iteration 43Q: 3 clusters Score -711237.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -711251.687500 Penalty: 4285.060059
	Iteration 44Q: 3 clusters Score -711251.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -711270.375000 Penalty: 4285.060059
	Iteration 45Q: 3 clusters Score -711270.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -711285.437500 Penalty: 4285.060059
	Iteration 46Q: 3 clusters Score -711285.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -711299.687500 Penalty: 4285.060059
	Iteration 47Q: 3 clusters Score -711299.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -711311.125000 Penalty: 4285.060059
	Iteration 48Q: 3 clusters Score -711311.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -711318.437500 Penalty: 4285.060059
	Iteration 49Q: 3 clusters Score -711318.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -711327.812500 Penalty: 4285.060059
	Iteration 50Q: 3 clusters Score -711327.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -711339.562500 Penalty: 4285.060059
	Iteration 51Q: 3 clusters Score -711339.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -711352.062500 Penalty: 4285.060059
	Iteration 52Q: 3 clusters Score -711352.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -711360.375000 Penalty: 4285.060059
	Iteration 53Q: 3 clusters Score -711360.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -711372.437500 Penalty: 4285.060059
	Iteration 54Q: 3 clusters Score -711372.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -711385.875000 Penalty: 4285.060059
	Iteration 55Q: 3 clusters Score -711385.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -711401.000000 Penalty: 4285.060059
	Iteration 56Q: 3 clusters Score -711401 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -711413.562500 Penalty: 4285.060059
	Iteration 57Q: 3 clusters Score -711413.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -711431.187500 Penalty: 4285.060059
	Iteration 58Q: 3 clusters Score -711431.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -711448.125000 Penalty: 4285.060059
	Iteration 59Q: 3 clusters Score -711448.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -711472.562500 Penalty: 4285.060059
	Iteration 60F: 3 clusters Score -711472.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -711503.937500 Penalty: 4285.060059
	Iteration 61Q: 3 clusters Score -711503.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -711544.687500 Penalty: 4285.060059
	Iteration 62Q: 3 clusters Score -711544.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -711583.937500 Penalty: 4285.060059
	Iteration 63Q: 3 clusters Score -711583.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -711622.875000 Penalty: 4285.060059
	Iteration 64Q: 3 clusters Score -711622.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -711668.500000 Penalty: 4285.060059
	Iteration 65Q: 3 clusters Score -711668.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -711713.625000 Penalty: 4285.060059
	Iteration 66Q: 3 clusters Score -711713.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -711752.937500 Penalty: 4285.060059
	Iteration 67Q: 3 clusters Score -711752.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -711798.562500 Penalty: 4285.060059
	Iteration 68Q: 3 clusters Score -711798.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -711852.875000 Penalty: 4285.060059
	Iteration 69Q: 3 clusters Score -711852.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -711888.187500 Penalty: 4285.060059
	Iteration 70Q: 3 clusters Score -711888.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -711920.937500 Penalty: 4285.060059
	Iteration 71Q: 3 clusters Score -711920.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -711960.750000 Penalty: 4285.060059
	Iteration 72Q: 3 clusters Score -711960.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -712000.437500 Penalty: 4285.060059
	Iteration 73Q: 3 clusters Score -712000.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -712037.687500 Penalty: 4285.060059
	Iteration 74Q: 3 clusters Score -712037.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -712071.562500 Penalty: 4285.060059
	Iteration 75Q: 3 clusters Score -712071.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -712101.875000 Penalty: 4285.060059
	Iteration 76Q: 3 clusters Score -712101.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -712124.062500 Penalty: 4285.060059
	Iteration 77Q: 3 clusters Score -712124.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -712146.250000 Penalty: 4285.060059
	Iteration 78Q: 3 clusters Score -712146.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -712179.375000 Penalty: 4285.060059
	Iteration 79Q: 3 clusters Score -712179.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -712203.375000 Penalty: 4285.060059
	Iteration 80F: 3 clusters Score -712203.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -712221.625000 Penalty: 4285.060059
	Iteration 81Q: 3 clusters Score -712221.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -712230.500000 Penalty: 4285.060059
	Iteration 82Q: 3 clusters Score -712230.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -712240.937500 Penalty: 4285.060059
	Iteration 83Q: 3 clusters Score -712240.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -712245.125000 Penalty: 4285.060059
	Iteration 84Q: 3 clusters Score -712245.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -712251.687500 Penalty: 4285.060059
	Iteration 85Q: 3 clusters Score -712251.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -712256.875000 Penalty: 4285.060059
	Iteration 86Q: 3 clusters Score -712256.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -712264.750000 Penalty: 4285.060059
	Iteration 87Q: 3 clusters Score -712264.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -712271.937500 Penalty: 4285.060059
	Iteration 88Q: 3 clusters Score -712271.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -712277.875000 Penalty: 4285.060059
	Iteration 89Q: 3 clusters Score -712277.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -712285.687500 Penalty: 4285.060059
	Iteration 90Q: 3 clusters Score -712285.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -712294.937500 Penalty: 4285.060059
	Iteration 91Q: 3 clusters Score -712294.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -712296.812500 Penalty: 4285.060059
	Iteration 92Q: 3 clusters Score -712296.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -712297.875000 Penalty: 4285.060059
	Iteration 93Q: 3 clusters Score -712297.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -712301.500000 Penalty: 4285.060059
	Iteration 94Q: 3 clusters Score -712301.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -712303.500000 Penalty: 4285.060059
	Iteration 95Q: 3 clusters Score -712303.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -712305.625000 Penalty: 4285.060059
	Iteration 96Q: 3 clusters Score -712305.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -712306.687500 Penalty: 4285.060059
	Iteration 97Q: 3 clusters Score -712306.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -712309.062500 Penalty: 4285.060059
	Iteration 98Q: 3 clusters Score -712309.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -712313.937500 Penalty: 4285.060059
	Iteration 99Q: 3 clusters Score -712313.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -712316.500000 Penalty: 4285.060059
	Iteration 100F: 3 clusters Score -712316.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -712317.562500 Penalty: 4285.060059
	Iteration 101Q: 3 clusters Score -712317.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -712318.687500 Penalty: 4285.060059
	Iteration 102Q: 3 clusters Score -712318.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -712318.687500 Penalty: 4285.060059
	Iteration 103F: 3 clusters Score -712318.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Entering Unmasked Estep 
Score: -153161.890625 Penalty: 1781.411743
	Iteration 0F: 2 clusters Score -153161.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -151083.750000 Penalty: 3562.823486
	Iteration 0F: 3 clusters Score -151083.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -151516.859375 Penalty: 3562.823486
	Iteration 1F: 3 clusters Score -151516.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -151640.625000 Penalty: 3562.823486
	Iteration 2F: 3 clusters Score -151640.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -151737.546875 Penalty: 3562.823486
	Iteration 3Q: 3 clusters Score -151737.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -151871.296875 Penalty: 3562.823486
	Iteration 4Q: 3 clusters Score -151871.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -152024.921875 Penalty: 3562.823486
	Iteration 5Q: 3 clusters Score -152024.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -152309.421875 Penalty: 3562.823486
	Iteration 6Q: 3 clusters Score -152309.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -152560.156250 Penalty: 3562.823486
	Iteration 7F: 3 clusters Score -152560.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -152752.906250 Penalty: 3562.823486
	Iteration 8F: 3 clusters Score -152752.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -152891.109375 Penalty: 3562.823486
	Iteration 9F: 3 clusters Score -152891.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -153029.421875 Penalty: 3562.823486
	Iteration 10Q: 3 clusters Score -153029.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -153138.125000 Penalty: 3562.823486
	Iteration 11Q: 3 clusters Score -153138.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -153202.140625 Penalty: 3562.823486
	Iteration 12Q: 3 clusters Score -153202.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -153227.437500 Penalty: 3562.823486
	Iteration 13Q: 3 clusters Score -153227.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -153232.671875 Penalty: 3562.823486
	Iteration 14Q: 3 clusters Score -153232.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -153234.140625 Penalty: 3562.823486
	Iteration 15Q: 3 clusters Score -153234.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -153235.062500 Penalty: 3562.823486
	Iteration 16Q: 3 clusters Score -153235.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -153235.062500 Penalty: 3562.823486
	Iteration 17F: 3 clusters Score -153235.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 63253 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 4 contains 269097 members 
Mstep: Class 5 contains 4196 members 
Mstep: Class 6 contains 17691 members 
Mstep: Class 7 contains 2301 members 
Mstep: Class 8 contains 28437 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 96976 members 
Mstep: Class 12 contains 21414 members 
Mstep: Class 13 contains 37736 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54267 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169111 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2816 members 
Mstep: Class 21 contains 17833 members 
Mstep: Class 22 contains 36027 members 
Mstep: Class 23 contains 6669 members 
Mstep: Class 24 contains 474 members 
Entering Unmasked Estep 
Score: -104776024.000000 Penalty: 81314.312500
Splitting cluster 10 changes total score from -104777904.000000 to -104776024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (96976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96976 members 
Entering Unmasked Estep 
Score: -12150185.000000 Penalty: 2847.590332
	Iteration 0F: 2 clusters Score -1.215018e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48389 members 
Mstep: Class 2 contains 48587 members 
Entering Unmasked Estep 
Score: -12085321.000000 Penalty: 5695.180664
	Iteration 0F: 3 clusters Score -1.208532e+07 nChanged 45897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48254 members 
Mstep: Class 2 contains 48722 members 
Entering Unmasked Estep 
Score: -12111304.000000 Penalty: 5695.180664
	Iteration 1F: 3 clusters Score -1.21113e+07 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48058 members 
Mstep: Class 2 contains 48918 members 
Entering Unmasked Estep 
Score: -12112068.000000 Penalty: 5695.180664
	Iteration 2Q: 3 clusters Score -1.211207e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47801 members 
Mstep: Class 2 contains 49175 members 
Entering Unmasked Estep 
Score: -12113070.000000 Penalty: 5695.180664
	Iteration 3Q: 3 clusters Score -1.211307e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47362 members 
Mstep: Class 2 contains 49614 members 
Entering Unmasked Estep 
Score: -12114454.000000 Penalty: 5695.180664
	Iteration 4Q: 3 clusters Score -1.211445e+07 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46945 members 
Mstep: Class 2 contains 50031 members 
Entering Unmasked Estep 
Score: -12116297.000000 Penalty: 5695.180664
	Iteration 5Q: 3 clusters Score -1.21163e+07 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46629 members 
Mstep: Class 2 contains 50347 members 
Entering Unmasked Estep 
Score: -12118790.000000 Penalty: 5695.180664
	Iteration 6Q: 3 clusters Score -1.211879e+07 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46446 members 
Mstep: Class 2 contains 50530 members 
Entering Unmasked Estep 
Score: -12122217.000000 Penalty: 5695.180664
	Iteration 7F: 3 clusters Score -1.212222e+07 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46473 members 
Mstep: Class 2 contains 50503 members 
Entering Unmasked Estep 
Score: -12126343.000000 Penalty: 5695.180664
	Iteration 8F: 3 clusters Score -1.212634e+07 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46691 members 
Mstep: Class 2 contains 50285 members 
Entering Unmasked Estep 
Score: -12130537.000000 Penalty: 5695.180664
	Iteration 9F: 3 clusters Score -1.213054e+07 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47054 members 
Mstep: Class 2 contains 49922 members 
Entering Unmasked Estep 
Score: -12133666.000000 Penalty: 5695.180664
	Iteration 10F: 3 clusters Score -1.213367e+07 nChanged 4486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47398 members 
Mstep: Class 2 contains 49578 members 
Entering Unmasked Estep 
Score: -12135775.000000 Penalty: 5695.180664
	Iteration 11Q: 3 clusters Score -1.213578e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47778 members 
Mstep: Class 2 contains 49198 members 
Entering Unmasked Estep 
Score: -12136818.000000 Penalty: 5695.180664
	Iteration 12Q: 3 clusters Score -1.213682e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48238 members 
Mstep: Class 2 contains 48738 members 
Entering Unmasked Estep 
Score: -12137261.000000 Penalty: 5695.180664
	Iteration 13Q: 3 clusters Score -1.213726e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48709 members 
Mstep: Class 2 contains 48267 members 
Entering Unmasked Estep 
Score: -12137568.000000 Penalty: 5695.180664
	Iteration 14Q: 3 clusters Score -1.213757e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49269 members 
Mstep: Class 2 contains 47707 members 
Entering Unmasked Estep 
Score: -12137850.000000 Penalty: 5695.180664
	Iteration 15Q: 3 clusters Score -1.213785e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49813 members 
Mstep: Class 2 contains 47163 members 
Entering Unmasked Estep 
Score: -12138029.000000 Penalty: 5695.180664
	Iteration 16Q: 3 clusters Score -1.213803e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50392 members 
Mstep: Class 2 contains 46584 members 
Entering Unmasked Estep 
Score: -12138399.000000 Penalty: 5695.180664
	Iteration 17Q: 3 clusters Score -1.21384e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51074 members 
Mstep: Class 2 contains 45902 members 
Entering Unmasked Estep 
Score: -12138751.000000 Penalty: 5695.180664
	Iteration 18Q: 3 clusters Score -1.213875e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51845 members 
Mstep: Class 2 contains 45131 members 
Entering Unmasked Estep 
Score: -12139060.000000 Penalty: 5695.180664
	Iteration 19Q: 3 clusters Score -1.213906e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52620 members 
Mstep: Class 2 contains 44356 members 
Entering Unmasked Estep 
Score: -12139450.000000 Penalty: 5695.180664
	Iteration 20F: 3 clusters Score -1.213945e+07 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53401 members 
Mstep: Class 2 contains 43575 members 
Entering Unmasked Estep 
Score: -12139815.000000 Penalty: 5695.180664
	Iteration 21Q: 3 clusters Score -1.213982e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54230 members 
Mstep: Class 2 contains 42746 members 
Entering Unmasked Estep 
Score: -12140160.000000 Penalty: 5695.180664
	Iteration 22Q: 3 clusters Score -1.214016e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55100 members 
Mstep: Class 2 contains 41876 members 
Entering Unmasked Estep 
Score: -12140547.000000 Penalty: 5695.180664
	Iteration 23Q: 3 clusters Score -1.214055e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56022 members 
Mstep: Class 2 contains 40954 members 
Entering Unmasked Estep 
Score: -12140941.000000 Penalty: 5695.180664
	Iteration 24Q: 3 clusters Score -1.214094e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57004 members 
Mstep: Class 2 contains 39972 members 
Entering Unmasked Estep 
Score: -12141346.000000 Penalty: 5695.180664
	Iteration 25Q: 3 clusters Score -1.214135e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58011 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -12141769.000000 Penalty: 5695.180664
	Iteration 26Q: 3 clusters Score -1.214177e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59007 members 
Mstep: Class 2 contains 37969 members 
Entering Unmasked Estep 
Score: -12142259.000000 Penalty: 5695.180664
	Iteration 27Q: 3 clusters Score -1.214226e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60000 members 
Mstep: Class 2 contains 36976 members 
Entering Unmasked Estep 
Score: -12142702.000000 Penalty: 5695.180664
	Iteration 28Q: 3 clusters Score -1.21427e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60976 members 
Mstep: Class 2 contains 36000 members 
Entering Unmasked Estep 
Score: -12143159.000000 Penalty: 5695.180664
	Iteration 29Q: 3 clusters Score -1.214316e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61965 members 
Mstep: Class 2 contains 35011 members 
Entering Unmasked Estep 
Score: -12143710.000000 Penalty: 5695.180664
	Iteration 30Q: 3 clusters Score -1.214371e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62882 members 
Mstep: Class 2 contains 34094 members 
Entering Unmasked Estep 
Score: -12144185.000000 Penalty: 5695.180664
	Iteration 31Q: 3 clusters Score -1.214418e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63818 members 
Mstep: Class 2 contains 33158 members 
Entering Unmasked Estep 
Score: -12144713.000000 Penalty: 5695.180664
	Iteration 32Q: 3 clusters Score -1.214471e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64698 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
Score: -12145066.000000 Penalty: 5695.180664
	Iteration 33Q: 3 clusters Score -1.214507e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65504 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -12145302.000000 Penalty: 5695.180664
	Iteration 34Q: 3 clusters Score -1.21453e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66251 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -12145530.000000 Penalty: 5695.180664
	Iteration 35Q: 3 clusters Score -1.214553e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66937 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -12145698.000000 Penalty: 5695.180664
	Iteration 36Q: 3 clusters Score -1.21457e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67548 members 
Mstep: Class 2 contains 29428 members 
Entering Unmasked Estep 
Score: -12145793.000000 Penalty: 5695.180664
	Iteration 37Q: 3 clusters Score -1.214579e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68070 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -12145860.000000 Penalty: 5695.180664
	Iteration 38Q: 3 clusters Score -1.214586e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68521 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -12145968.000000 Penalty: 5695.180664
	Iteration 39Q: 3 clusters Score -1.214597e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68957 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -12146164.000000 Penalty: 5695.180664
	Iteration 40F: 3 clusters Score -1.214616e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69448 members 
Mstep: Class 2 contains 27528 members 
Entering Unmasked Estep 
Score: -12146262.000000 Penalty: 5695.180664
	Iteration 41Q: 3 clusters Score -1.214626e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69859 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -12146328.000000 Penalty: 5695.180664
	Iteration 42Q: 3 clusters Score -1.214633e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70235 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -12146363.000000 Penalty: 5695.180664
	Iteration 43Q: 3 clusters Score -1.214636e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70590 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -12146410.000000 Penalty: 5695.180664
	Iteration 44Q: 3 clusters Score -1.214641e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70939 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -12146420.000000 Penalty: 5695.180664
	Iteration 45Q: 3 clusters Score -1.214642e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71277 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -12146429.000000 Penalty: 5695.180664
	Iteration 46Q: 3 clusters Score -1.214643e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71590 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -12146429.000000 Penalty: 5695.180664
	Iteration 47Q: 3 clusters Score -1.214643e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71901 members 
Mstep: Class 2 contains 25075 members 
Entering Unmasked Estep 
Score: -12146470.000000 Penalty: 5695.180664
	Iteration 48Q: 3 clusters Score -1.214647e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72198 members 
Mstep: Class 2 contains 24778 members 
Entering Unmasked Estep 
Score: -12146499.000000 Penalty: 5695.180664
	Iteration 49Q: 3 clusters Score -1.21465e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72465 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -12146481.000000 Penalty: 5695.180664
	Iteration 50Q: 3 clusters Score -1.214648e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72697 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -12146526.000000 Penalty: 5695.180664
	Iteration 51Q: 3 clusters Score -1.214653e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72933 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -12146547.000000 Penalty: 5695.180664
	Iteration 52Q: 3 clusters Score -1.214655e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73154 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -12146559.000000 Penalty: 5695.180664
	Iteration 53Q: 3 clusters Score -1.214656e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73357 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -12146557.000000 Penalty: 5695.180664
	Iteration 54Q: 3 clusters Score -1.214656e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73549 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -12146596.000000 Penalty: 5695.180664
	Iteration 55Q: 3 clusters Score -1.21466e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73716 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -12146607.000000 Penalty: 5695.180664
	Iteration 56Q: 3 clusters Score -1.214661e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73874 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -12146608.000000 Penalty: 5695.180664
	Iteration 57Q: 3 clusters Score -1.214661e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74036 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -12146662.000000 Penalty: 5695.180664
	Iteration 58Q: 3 clusters Score -1.214666e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74190 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -12146667.000000 Penalty: 5695.180664
	Iteration 59Q: 3 clusters Score -1.214667e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74354 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -12146643.000000 Penalty: 5695.180664
	Iteration 60F: 3 clusters Score -1.214664e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74532 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -12146654.000000 Penalty: 5695.180664
	Iteration 61Q: 3 clusters Score -1.214665e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74709 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -12146679.000000 Penalty: 5695.180664
	Iteration 62Q: 3 clusters Score -1.214668e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74897 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -12146684.000000 Penalty: 5695.180664
	Iteration 63Q: 3 clusters Score -1.214668e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75090 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -12146706.000000 Penalty: 5695.180664
	Iteration 64Q: 3 clusters Score -1.214671e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75280 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -12146699.000000 Penalty: 5695.180664
	Iteration 65Q: 3 clusters Score -1.21467e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75459 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -12146711.000000 Penalty: 5695.180664
	Iteration 66Q: 3 clusters Score -1.214671e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75656 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -12146726.000000 Penalty: 5695.180664
	Iteration 67Q: 3 clusters Score -1.214673e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75830 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -12146727.000000 Penalty: 5695.180664
	Iteration 68Q: 3 clusters Score -1.214673e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76008 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -12146797.000000 Penalty: 5695.180664
	Iteration 69Q: 3 clusters Score -1.21468e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76193 members 
Mstep: Class 2 contains 20783 members 
Entering Unmasked Estep 
Score: -12146835.000000 Penalty: 5695.180664
	Iteration 70Q: 3 clusters Score -1.214684e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76387 members 
Mstep: Class 2 contains 20589 members 
Entering Unmasked Estep 
Score: -12146822.000000 Penalty: 5695.180664
	Iteration 71Q: 3 clusters Score -1.214682e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76581 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -12146819.000000 Penalty: 5695.180664
	Iteration 72Q: 3 clusters Score -1.214682e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76762 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -12146843.000000 Penalty: 5695.180664
	Iteration 73Q: 3 clusters Score -1.214684e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76947 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -12146849.000000 Penalty: 5695.180664
	Iteration 74Q: 3 clusters Score -1.214685e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77133 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -12146870.000000 Penalty: 5695.180664
	Iteration 75Q: 3 clusters Score -1.214687e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77306 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -12146868.000000 Penalty: 5695.180664
	Iteration 76Q: 3 clusters Score -1.214687e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77460 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -12146863.000000 Penalty: 5695.180664
	Iteration 77Q: 3 clusters Score -1.214686e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77622 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -12146849.000000 Penalty: 5695.180664
	Iteration 78Q: 3 clusters Score -1.214685e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77766 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -12146822.000000 Penalty: 5695.180664
	Iteration 79Q: 3 clusters Score -1.214682e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77921 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -12146834.000000 Penalty: 5695.180664
	Iteration 80F: 3 clusters Score -1.214683e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78055 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -12146878.000000 Penalty: 5695.180664
	Iteration 81Q: 3 clusters Score -1.214688e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78173 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -12146899.000000 Penalty: 5695.180664
	Iteration 82Q: 3 clusters Score -1.21469e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78300 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -12146891.000000 Penalty: 5695.180664
	Iteration 83Q: 3 clusters Score -1.214689e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78423 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -12146915.000000 Penalty: 5695.180664
	Iteration 84Q: 3 clusters Score -1.214692e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78551 members 
Mstep: Class 2 contains 18425 members 
Entering Unmasked Estep 
Score: -12146925.000000 Penalty: 5695.180664
	Iteration 85Q: 3 clusters Score -1.214692e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78665 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -12146920.000000 Penalty: 5695.180664
	Iteration 86Q: 3 clusters Score -1.214692e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78750 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -12146934.000000 Penalty: 5695.180664
	Iteration 87Q: 3 clusters Score -1.214693e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78823 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -12146925.000000 Penalty: 5695.180664
	Iteration 88Q: 3 clusters Score -1.214692e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78897 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -12146935.000000 Penalty: 5695.180664
	Iteration 89Q: 3 clusters Score -1.214694e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78975 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -12146940.000000 Penalty: 5695.180664
	Iteration 90Q: 3 clusters Score -1.214694e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79049 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -12146956.000000 Penalty: 5695.180664
	Iteration 91Q: 3 clusters Score -1.214696e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79122 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -12146976.000000 Penalty: 5695.180664
	Iteration 92Q: 3 clusters Score -1.214698e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79199 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -12146970.000000 Penalty: 5695.180664
	Iteration 93Q: 3 clusters Score -1.214697e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79277 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -12146968.000000 Penalty: 5695.180664
	Iteration 94Q: 3 clusters Score -1.214697e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79351 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -12146978.000000 Penalty: 5695.180664
	Iteration 95Q: 3 clusters Score -1.214698e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79423 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -12146986.000000 Penalty: 5695.180664
	Iteration 96Q: 3 clusters Score -1.214699e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79491 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -12146967.000000 Penalty: 5695.180664
	Iteration 97Q: 3 clusters Score -1.214697e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79553 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -12146963.000000 Penalty: 5695.180664
	Iteration 98Q: 3 clusters Score -1.214696e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79612 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -12146975.000000 Penalty: 5695.180664
	Iteration 99Q: 3 clusters Score -1.214698e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79671 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -12146976.000000 Penalty: 5695.180664
	Iteration 100F: 3 clusters Score -1.214698e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79721 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -12146978.000000 Penalty: 5695.180664
	Iteration 101Q: 3 clusters Score -1.214698e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79771 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -12146979.000000 Penalty: 5695.180664
	Iteration 102Q: 3 clusters Score -1.214698e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79812 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -12147001.000000 Penalty: 5695.180664
	Iteration 103Q: 3 clusters Score -1.2147e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79855 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -12147007.000000 Penalty: 5695.180664
	Iteration 104Q: 3 clusters Score -1.214701e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79897 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -12147008.000000 Penalty: 5695.180664
	Iteration 105Q: 3 clusters Score -1.214701e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79936 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -12146978.000000 Penalty: 5695.180664
	Iteration 106Q: 3 clusters Score -1.214698e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79977 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -12146987.000000 Penalty: 5695.180664
	Iteration 107Q: 3 clusters Score -1.214699e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80026 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -12147013.000000 Penalty: 5695.180664
	Iteration 108Q: 3 clusters Score -1.214701e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80071 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -12147005.000000 Penalty: 5695.180664
	Iteration 109Q: 3 clusters Score -1.2147e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80126 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -12146995.000000 Penalty: 5695.180664
	Iteration 110Q: 3 clusters Score -1.2147e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80185 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -12146985.000000 Penalty: 5695.180664
	Iteration 111Q: 3 clusters Score -1.214698e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80239 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -12146992.000000 Penalty: 5695.180664
	Iteration 112Q: 3 clusters Score -1.214699e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80278 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -12147000.000000 Penalty: 5695.180664
	Iteration 113Q: 3 clusters Score -1.2147e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80317 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -12147007.000000 Penalty: 5695.180664
	Iteration 114Q: 3 clusters Score -1.214701e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80357 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -12146995.000000 Penalty: 5695.180664
	Iteration 115Q: 3 clusters Score -1.2147e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80396 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -12146985.000000 Penalty: 5695.180664
	Iteration 116Q: 3 clusters Score -1.214698e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80422 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -12146993.000000 Penalty: 5695.180664
	Iteration 117Q: 3 clusters Score -1.214699e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80437 members 
Mstep: Class 2 contains 16539 members 
Entering Unmasked Estep 
Score: -12146977.000000 Penalty: 5695.180664
	Iteration 118Q: 3 clusters Score -1.214698e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80455 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -12147007.000000 Penalty: 5695.180664
	Iteration 119Q: 3 clusters Score -1.214701e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80474 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -12147008.000000 Penalty: 5695.180664
	Iteration 120F: 3 clusters Score -1.214701e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80495 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -12147002.000000 Penalty: 5695.180664
	Iteration 121Q: 3 clusters Score -1.2147e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80513 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -12146993.000000 Penalty: 5695.180664
	Iteration 122Q: 3 clusters Score -1.214699e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80525 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -12147001.000000 Penalty: 5695.180664
	Iteration 123Q: 3 clusters Score -1.2147e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80534 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -12147008.000000 Penalty: 5695.180664
	Iteration 124Q: 3 clusters Score -1.214701e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80542 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -12147007.000000 Penalty: 5695.180664
	Iteration 125Q: 3 clusters Score -1.214701e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80556 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -12147012.000000 Penalty: 5695.180664
	Iteration 126Q: 3 clusters Score -1.214701e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80573 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -12147012.000000 Penalty: 5695.180664
	Iteration 127Q: 3 clusters Score -1.214701e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80583 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -12147012.000000 Penalty: 5695.180664
	Iteration 128Q: 3 clusters Score -1.214701e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80590 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -12147006.000000 Penalty: 5695.180664
	Iteration 129Q: 3 clusters Score -1.214701e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80594 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -12146999.000000 Penalty: 5695.180664
	Iteration 130Q: 3 clusters Score -1.2147e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80602 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -12146985.000000 Penalty: 5695.180664
	Iteration 131Q: 3 clusters Score -1.214698e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80607 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -12146999.000000 Penalty: 5695.180664
	Iteration 132Q: 3 clusters Score -1.2147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80613 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -12147003.000000 Penalty: 5695.180664
	Iteration 133Q: 3 clusters Score -1.2147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80618 members 
Mstep: Class 2 contains 16358 members 
Entering Unmasked Estep 
Score: -12146997.000000 Penalty: 5695.180664
	Iteration 134Q: 3 clusters Score -1.2147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80624 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -12147002.000000 Penalty: 5695.180664
	Iteration 135Q: 3 clusters Score -1.2147e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80631 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -12146988.000000 Penalty: 5695.180664
	Iteration 136Q: 3 clusters Score -1.214699e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80637 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -12146998.000000 Penalty: 5695.180664
	Iteration 137Q: 3 clusters Score -1.2147e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80650 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -12147016.000000 Penalty: 5695.180664
	Iteration 138Q: 3 clusters Score -1.214702e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80657 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -12147014.000000 Penalty: 5695.180664
	Iteration 139Q: 3 clusters Score -1.214701e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80663 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -12147020.000000 Penalty: 5695.180664
	Iteration 140F: 3 clusters Score -1.214702e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80672 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -12147015.000000 Penalty: 5695.180664
	Iteration 141Q: 3 clusters Score -1.214702e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80684 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -12147008.000000 Penalty: 5695.180664
	Iteration 142Q: 3 clusters Score -1.214701e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80691 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -12147001.000000 Penalty: 5695.180664
	Iteration 143Q: 3 clusters Score -1.2147e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80701 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -12146987.000000 Penalty: 5695.180664
	Iteration 144Q: 3 clusters Score -1.214699e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80712 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -12146992.000000 Penalty: 5695.180664
	Iteration 145Q: 3 clusters Score -1.214699e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80721 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -12146988.000000 Penalty: 5695.180664
	Iteration 146Q: 3 clusters Score -1.214699e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80725 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -12146987.000000 Penalty: 5695.180664
	Iteration 147Q: 3 clusters Score -1.214699e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80731 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -12146994.000000 Penalty: 5695.180664
	Iteration 148Q: 3 clusters Score -1.214699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80733 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -12146987.000000 Penalty: 5695.180664
	Iteration 149Q: 3 clusters Score -1.214699e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80738 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -12146993.000000 Penalty: 5695.180664
	Iteration 150Q: 3 clusters Score -1.214699e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80740 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -12146994.000000 Penalty: 5695.180664
	Iteration 151Q: 3 clusters Score -1.214699e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80741 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -12146994.000000 Penalty: 5695.180664
	Iteration 152Q: 3 clusters Score -1.214699e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80742 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -12146996.000000 Penalty: 5695.180664
	Iteration 153Q: 3 clusters Score -1.2147e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80745 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -12146990.000000 Penalty: 5695.180664
	Iteration 154Q: 3 clusters Score -1.214699e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80750 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -12146996.000000 Penalty: 5695.180664
	Iteration 155Q: 3 clusters Score -1.2147e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80759 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -12146997.000000 Penalty: 5695.180664
	Iteration 156Q: 3 clusters Score -1.2147e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80771 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -12147007.000000 Penalty: 5695.180664
	Iteration 157Q: 3 clusters Score -1.214701e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80779 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -12146999.000000 Penalty: 5695.180664
	Iteration 158Q: 3 clusters Score -1.2147e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80788 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -12147000.000000 Penalty: 5695.180664
	Iteration 159Q: 3 clusters Score -1.2147e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80796 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -12146982.000000 Penalty: 5695.180664
	Iteration 160F: 3 clusters Score -1.214698e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80808 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -12146990.000000 Penalty: 5695.180664
	Iteration 161Q: 3 clusters Score -1.214699e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80817 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -12146986.000000 Penalty: 5695.180664
	Iteration 162Q: 3 clusters Score -1.214699e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80829 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -12146991.000000 Penalty: 5695.180664
	Iteration 163Q: 3 clusters Score -1.214699e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80842 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -12146976.000000 Penalty: 5695.180664
	Iteration 164Q: 3 clusters Score -1.214698e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80852 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -12146997.000000 Penalty: 5695.180664
	Iteration 165Q: 3 clusters Score -1.2147e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80865 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -12146996.000000 Penalty: 5695.180664
	Iteration 166Q: 3 clusters Score -1.2147e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80878 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -12146991.000000 Penalty: 5695.180664
	Iteration 167Q: 3 clusters Score -1.214699e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80890 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -12146986.000000 Penalty: 5695.180664
	Iteration 168Q: 3 clusters Score -1.214699e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80900 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -12146983.000000 Penalty: 5695.180664
	Iteration 169Q: 3 clusters Score -1.214698e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80909 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -12146987.000000 Penalty: 5695.180664
	Iteration 170Q: 3 clusters Score -1.214699e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80918 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -12146993.000000 Penalty: 5695.180664
	Iteration 171Q: 3 clusters Score -1.214699e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80925 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -12146991.000000 Penalty: 5695.180664
	Iteration 172Q: 3 clusters Score -1.214699e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80931 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -12146995.000000 Penalty: 5695.180664
	Iteration 173Q: 3 clusters Score -1.2147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80936 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -12146995.000000 Penalty: 5695.180664
	Iteration 174Q: 3 clusters Score -1.2147e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80946 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -12146986.000000 Penalty: 5695.180664
	Iteration 175Q: 3 clusters Score -1.214699e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80960 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -12146999.000000 Penalty: 5695.180664
	Iteration 176Q: 3 clusters Score -1.2147e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80971 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -12146994.000000 Penalty: 5695.180664
	Iteration 177Q: 3 clusters Score -1.214699e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80981 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -12147003.000000 Penalty: 5695.180664
	Iteration 178Q: 3 clusters Score -1.2147e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80990 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -12146991.000000 Penalty: 5695.180664
	Iteration 179Q: 3 clusters Score -1.214699e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81000 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -12147005.000000 Penalty: 5695.180664
	Iteration 180F: 3 clusters Score -1.2147e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81009 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -12147006.000000 Penalty: 5695.180664
	Iteration 181Q: 3 clusters Score -1.214701e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81012 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -12147006.000000 Penalty: 5695.180664
	Iteration 182Q: 3 clusters Score -1.214701e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81019 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -12147004.000000 Penalty: 5695.180664
	Iteration 183Q: 3 clusters Score -1.2147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81024 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -12146997.000000 Penalty: 5695.180664
	Iteration 184Q: 3 clusters Score -1.2147e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81027 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -12146995.000000 Penalty: 5695.180664
	Iteration 185Q: 3 clusters Score -1.2147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81032 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -12147012.000000 Penalty: 5695.180664
	Iteration 186Q: 3 clusters Score -1.214701e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81036 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -12147004.000000 Penalty: 5695.180664
	Iteration 187Q: 3 clusters Score -1.2147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81041 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -12147012.000000 Penalty: 5695.180664
	Iteration 188Q: 3 clusters Score -1.214701e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81046 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -12147001.000000 Penalty: 5695.180664
	Iteration 189Q: 3 clusters Score -1.2147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81052 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -12147006.000000 Penalty: 5695.180664
	Iteration 190Q: 3 clusters Score -1.214701e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81058 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -12146997.000000 Penalty: 5695.180664
	Iteration 191Q: 3 clusters Score -1.2147e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81068 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -12147004.000000 Penalty: 5695.180664
	Iteration 192Q: 3 clusters Score -1.2147e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81075 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -12146998.000000 Penalty: 5695.180664
	Iteration 193Q: 3 clusters Score -1.2147e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81080 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -12146995.000000 Penalty: 5695.180664
	Iteration 194Q: 3 clusters Score -1.2147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81086 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -12146993.000000 Penalty: 5695.180664
	Iteration 195Q: 3 clusters Score -1.214699e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81094 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -12146995.000000 Penalty: 5695.180664
	Iteration 196Q: 3 clusters Score -1.2147e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81106 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -12147016.000000 Penalty: 5695.180664
	Iteration 197Q: 3 clusters Score -1.214702e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81119 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -12147000.000000 Penalty: 5695.180664
	Iteration 198Q: 3 clusters Score -1.2147e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81134 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -12147004.000000 Penalty: 5695.180664
	Iteration 199Q: 3 clusters Score -1.2147e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81152 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -12147006.000000 Penalty: 5695.180664
	Iteration 200F: 3 clusters Score -1.214701e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81166 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -1.2147e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81179 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -12146986.000000 Penalty: 5695.180664
	Iteration 202Q: 3 clusters Score -1.214699e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81195 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -12146989.000000 Penalty: 5695.180664
	Iteration 203Q: 3 clusters Score -1.214699e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81213 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -12146989.000000 Penalty: 5695.180664
	Iteration 204Q: 3 clusters Score -1.214699e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81224 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -12146999.000000 Penalty: 5695.180664
	Iteration 205Q: 3 clusters Score -1.2147e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81239 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -12147007.000000 Penalty: 5695.180664
	Iteration 206Q: 3 clusters Score -1.214701e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81257 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -12147001.000000 Penalty: 5695.180664
	Iteration 207Q: 3 clusters Score -1.2147e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81273 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -12147012.000000 Penalty: 5695.180664
	Iteration 208Q: 3 clusters Score -1.214701e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81293 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -12147007.000000 Penalty: 5695.180664
	Iteration 209Q: 3 clusters Score -1.214701e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81313 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -12147007.000000 Penalty: 5695.180664
	Iteration 210Q: 3 clusters Score -1.214701e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81331 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -12147005.000000 Penalty: 5695.180664
	Iteration 211Q: 3 clusters Score -1.2147e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81346 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -12147002.000000 Penalty: 5695.180664
	Iteration 212Q: 3 clusters Score -1.2147e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81361 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -12147007.000000 Penalty: 5695.180664
	Iteration 213Q: 3 clusters Score -1.214701e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81378 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -12146996.000000 Penalty: 5695.180664
	Iteration 214Q: 3 clusters Score -1.2147e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81392 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -12146992.000000 Penalty: 5695.180664
	Iteration 215Q: 3 clusters Score -1.214699e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81412 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -12146997.000000 Penalty: 5695.180664
	Iteration 216Q: 3 clusters Score -1.2147e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81438 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -12147015.000000 Penalty: 5695.180664
	Iteration 217Q: 3 clusters Score -1.214702e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81461 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -12147004.000000 Penalty: 5695.180664
	Iteration 218Q: 3 clusters Score -1.2147e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81485 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -12147004.000000 Penalty: 5695.180664
	Iteration 219Q: 3 clusters Score -1.2147e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81516 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -12147027.000000 Penalty: 5695.180664
	Iteration 220F: 3 clusters Score -1.214703e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81547 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -12147034.000000 Penalty: 5695.180664
	Iteration 221Q: 3 clusters Score -1.214703e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81579 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -12147032.000000 Penalty: 5695.180664
	Iteration 222Q: 3 clusters Score -1.214703e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81607 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -12147028.000000 Penalty: 5695.180664
	Iteration 223Q: 3 clusters Score -1.214703e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81633 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -12147031.000000 Penalty: 5695.180664
	Iteration 224Q: 3 clusters Score -1.214703e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81655 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -12147047.000000 Penalty: 5695.180664
	Iteration 225Q: 3 clusters Score -1.214705e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81675 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -12147040.000000 Penalty: 5695.180664
	Iteration 226Q: 3 clusters Score -1.214704e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81690 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -12147029.000000 Penalty: 5695.180664
	Iteration 227Q: 3 clusters Score -1.214703e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81695 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -12147037.000000 Penalty: 5695.180664
	Iteration 228Q: 3 clusters Score -1.214704e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81698 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -12147033.000000 Penalty: 5695.180664
	Iteration 229Q: 3 clusters Score -1.214703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81701 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -12147026.000000 Penalty: 5695.180664
	Iteration 230Q: 3 clusters Score -1.214703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81704 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -12147035.000000 Penalty: 5695.180664
	Iteration 231Q: 3 clusters Score -1.214704e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81708 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -12147029.000000 Penalty: 5695.180664
	Iteration 232Q: 3 clusters Score -1.214703e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81713 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -12147030.000000 Penalty: 5695.180664
	Iteration 233Q: 3 clusters Score -1.214703e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81722 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -12147040.000000 Penalty: 5695.180664
	Iteration 234Q: 3 clusters Score -1.214704e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81728 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -12147034.000000 Penalty: 5695.180664
	Iteration 235Q: 3 clusters Score -1.214703e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81733 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -12147039.000000 Penalty: 5695.180664
	Iteration 236Q: 3 clusters Score -1.214704e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81742 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -12147033.000000 Penalty: 5695.180664
	Iteration 237Q: 3 clusters Score -1.214703e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81753 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -12147039.000000 Penalty: 5695.180664
	Iteration 238Q: 3 clusters Score -1.214704e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81764 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -12147033.000000 Penalty: 5695.180664
	Iteration 239Q: 3 clusters Score -1.214703e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81776 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -12147042.000000 Penalty: 5695.180664
	Iteration 240F: 3 clusters Score -1.214704e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81786 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -12147039.000000 Penalty: 5695.180664
	Iteration 241Q: 3 clusters Score -1.214704e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81800 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -12147059.000000 Penalty: 5695.180664
	Iteration 242Q: 3 clusters Score -1.214706e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81810 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -12147066.000000 Penalty: 5695.180664
	Iteration 243Q: 3 clusters Score -1.214707e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81820 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -12147051.000000 Penalty: 5695.180664
	Iteration 244Q: 3 clusters Score -1.214705e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81827 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -12147052.000000 Penalty: 5695.180664
	Iteration 245Q: 3 clusters Score -1.214705e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81836 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -12147066.000000 Penalty: 5695.180664
	Iteration 246Q: 3 clusters Score -1.214707e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81846 members 
Mstep: Class 2 contains 15130 members 
Entering Unmasked Estep 
Score: -12147061.000000 Penalty: 5695.180664
	Iteration 247Q: 3 clusters Score -1.214706e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81858 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -12147067.000000 Penalty: 5695.180664
	Iteration 248Q: 3 clusters Score -1.214707e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81870 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -12147078.000000 Penalty: 5695.180664
	Iteration 249Q: 3 clusters Score -1.214708e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81877 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -12147062.000000 Penalty: 5695.180664
	Iteration 250Q: 3 clusters Score -1.214706e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81887 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -12147082.000000 Penalty: 5695.180664
	Iteration 251Q: 3 clusters Score -1.214708e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81892 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -12147076.000000 Penalty: 5695.180664
	Iteration 252Q: 3 clusters Score -1.214708e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81898 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -12147078.000000 Penalty: 5695.180664
	Iteration 253Q: 3 clusters Score -1.214708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81903 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -12147075.000000 Penalty: 5695.180664
	Iteration 254Q: 3 clusters Score -1.214708e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81905 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -12147082.000000 Penalty: 5695.180664
	Iteration 255Q: 3 clusters Score -1.214708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81908 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -12147074.000000 Penalty: 5695.180664
	Iteration 256Q: 3 clusters Score -1.214707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81911 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -12147074.000000 Penalty: 5695.180664
	Iteration 257Q: 3 clusters Score -1.214707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81915 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -12147076.000000 Penalty: 5695.180664
	Iteration 258Q: 3 clusters Score -1.214708e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81915 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -12147076.000000 Penalty: 5695.180664
	Iteration 259F: 3 clusters Score -1.214708e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Entering Unmasked Estep 
Score: -2582478.750000 Penalty: 2473.006348
	Iteration 0F: 2 clusters Score -2582479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -2567501.750000 Penalty: 4946.012695
	Iteration 0F: 3 clusters Score -2567502 nChanged 9542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -2572486.250000 Penalty: 4946.012695
	Iteration 1F: 3 clusters Score -2572486 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -2572819.750000 Penalty: 4946.012695
	Iteration 2Q: 3 clusters Score -2572820 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -2573071.250000 Penalty: 4946.012695
	Iteration 3Q: 3 clusters Score -2573071 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -2573271.000000 Penalty: 4946.012695
	Iteration 4Q: 3 clusters Score -2573271 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -2573467.000000 Penalty: 4946.012695
	Iteration 5Q: 3 clusters Score -2573467 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -2573666.250000 Penalty: 4946.012695
	Iteration 6Q: 3 clusters Score -2573666 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -2573907.250000 Penalty: 4946.012695
	Iteration 7Q: 3 clusters Score -2573907 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2574161.750000 Penalty: 4946.012695
	Iteration 8Q: 3 clusters Score -2574162 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -2574475.000000 Penalty: 4946.012695
	Iteration 9Q: 3 clusters Score -2574475 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -2574836.750000 Penalty: 4946.012695
	Iteration 10Q: 3 clusters Score -2574837 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -2575299.750000 Penalty: 4946.012695
	Iteration 11Q: 3 clusters Score -2575300 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -2575897.250000 Penalty: 4946.012695
	Iteration 12Q: 3 clusters Score -2575897 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -2576624.250000 Penalty: 4946.012695
	Iteration 13Q: 3 clusters Score -2576624 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -2577363.750000 Penalty: 4946.012695
	Iteration 14Q: 3 clusters Score -2577364 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -2578054.500000 Penalty: 4946.012695
	Iteration 15Q: 3 clusters Score -2578054 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -2578650.250000 Penalty: 4946.012695
	Iteration 16Q: 3 clusters Score -2578650 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -2579117.000000 Penalty: 4946.012695
	Iteration 17Q: 3 clusters Score -2579117 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -2579472.250000 Penalty: 4946.012695
	Iteration 18Q: 3 clusters Score -2579472 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -2579748.000000 Penalty: 4946.012695
	Iteration 19Q: 3 clusters Score -2579748 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -2579940.750000 Penalty: 4946.012695
	Iteration 20F: 3 clusters Score -2579941 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -2580050.500000 Penalty: 4946.012695
	Iteration 21Q: 3 clusters Score -2580050 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -2580141.500000 Penalty: 4946.012695
	Iteration 22Q: 3 clusters Score -2580142 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -2580198.250000 Penalty: 4946.012695
	Iteration 23Q: 3 clusters Score -2580198 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -2580241.500000 Penalty: 4946.012695
	Iteration 24Q: 3 clusters Score -2580242 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -2580269.250000 Penalty: 4946.012695
	Iteration 25Q: 3 clusters Score -2580269 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -2580283.000000 Penalty: 4946.012695
	Iteration 26Q: 3 clusters Score -2580283 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -2580303.000000 Penalty: 4946.012695
	Iteration 27Q: 3 clusters Score -2580303 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -2580325.000000 Penalty: 4946.012695
	Iteration 28Q: 3 clusters Score -2580325 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 20931 members 
Entering Unmasked Estep 
Score: -2580336.000000 Penalty: 4946.012695
	Iteration 29Q: 3 clusters Score -2580336 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -2580345.250000 Penalty: 4946.012695
	Iteration 30Q: 3 clusters Score -2580345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -2580349.000000 Penalty: 4946.012695
	Iteration 31Q: 3 clusters Score -2580349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -2580362.500000 Penalty: 4946.012695
	Iteration 32Q: 3 clusters Score -2580362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -2580375.000000 Penalty: 4946.012695
	Iteration 33Q: 3 clusters Score -2580375 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -2580378.500000 Penalty: 4946.012695
	Iteration 34Q: 3 clusters Score -2580378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -2580383.500000 Penalty: 4946.012695
	Iteration 35Q: 3 clusters Score -2580384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -2580390.500000 Penalty: 4946.012695
	Iteration 36Q: 3 clusters Score -2580390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -2580393.500000 Penalty: 4946.012695
	Iteration 37Q: 3 clusters Score -2580394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -2580395.000000 Penalty: 4946.012695
	Iteration 38Q: 3 clusters Score -2580395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -2580396.750000 Penalty: 4946.012695
	Iteration 39Q: 3 clusters Score -2580397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -2580398.750000 Penalty: 4946.012695
	Iteration 40F: 3 clusters Score -2580399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (37736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37736 members 
Entering Unmasked Estep 
Score: -4770358.000000 Penalty: 2613.515869
	Iteration 0F: 2 clusters Score -4770358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -4744644.500000 Penalty: 5227.031738
	Iteration 0F: 3 clusters Score -4744644 nChanged 17286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -4753973.500000 Penalty: 5227.031738
	Iteration 1F: 3 clusters Score -4753974 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -4754379.500000 Penalty: 5227.031738
	Iteration 2Q: 3 clusters Score -4754380 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19369 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -4754725.500000 Penalty: 5227.031738
	Iteration 3Q: 3 clusters Score -4754726 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -4755054.500000 Penalty: 5227.031738
	Iteration 4Q: 3 clusters Score -4755054 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -4755338.500000 Penalty: 5227.031738
	Iteration 5Q: 3 clusters Score -4755338 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -4755683.500000 Penalty: 5227.031738
	Iteration 6Q: 3 clusters Score -4755684 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -4756037.000000 Penalty: 5227.031738
	Iteration 7Q: 3 clusters Score -4756037 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -4756458.000000 Penalty: 5227.031738
	Iteration 8Q: 3 clusters Score -4756458 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -4756984.000000 Penalty: 5227.031738
	Iteration 9Q: 3 clusters Score -4756984 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -4757619.000000 Penalty: 5227.031738
	Iteration 10Q: 3 clusters Score -4757619 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -4758429.000000 Penalty: 5227.031738
	Iteration 11Q: 3 clusters Score -4758429 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -4759546.500000 Penalty: 5227.031738
	Iteration 12F: 3 clusters Score -4759546 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -4760928.500000 Penalty: 5227.031738
	Iteration 13F: 3 clusters Score -4760928 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30551 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -4762597.000000 Penalty: 5227.031738
	Iteration 14F: 3 clusters Score -4762597 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -4764429.000000 Penalty: 5227.031738
	Iteration 15F: 3 clusters Score -4764429 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34419 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -4765894.500000 Penalty: 5227.031738
	Iteration 16Q: 3 clusters Score -4765894 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35495 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -4766823.500000 Penalty: 5227.031738
	Iteration 17Q: 3 clusters Score -4766824 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -4767325.000000 Penalty: 5227.031738
	Iteration 18Q: 3 clusters Score -4767325 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36452 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -4767631.500000 Penalty: 5227.031738
	Iteration 19Q: 3 clusters Score -4767632 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36643 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4767807.000000 Penalty: 5227.031738
	Iteration 20F: 3 clusters Score -4767807 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36762 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -4767915.000000 Penalty: 5227.031738
	Iteration 21Q: 3 clusters Score -4767915 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -4768002.000000 Penalty: 5227.031738
	Iteration 22Q: 3 clusters Score -4768002 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36893 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -4768060.500000 Penalty: 5227.031738
	Iteration 23Q: 3 clusters Score -4768060 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36938 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4768112.000000 Penalty: 5227.031738
	Iteration 24Q: 3 clusters Score -4768112 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -4768133.500000 Penalty: 5227.031738
	Iteration 25Q: 3 clusters Score -4768134 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36979 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4768147.000000 Penalty: 5227.031738
	Iteration 26Q: 3 clusters Score -4768147 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36994 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -4768159.500000 Penalty: 5227.031738
	Iteration 27Q: 3 clusters Score -4768160 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -4768166.000000 Penalty: 5227.031738
	Iteration 28Q: 3 clusters Score -4768166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37030 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -4768182.000000 Penalty: 5227.031738
	Iteration 29Q: 3 clusters Score -4768182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37048 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -4768192.500000 Penalty: 5227.031738
	Iteration 30Q: 3 clusters Score -4768192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -4768198.000000 Penalty: 5227.031738
	Iteration 31Q: 3 clusters Score -4768198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37063 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4768207.000000 Penalty: 5227.031738
	Iteration 32Q: 3 clusters Score -4768207 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4768209.000000 Penalty: 5227.031738
	Iteration 33Q: 3 clusters Score -4768209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37078 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4768216.000000 Penalty: 5227.031738
	Iteration 34Q: 3 clusters Score -4768216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37085 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4768226.000000 Penalty: 5227.031738
	Iteration 35Q: 3 clusters Score -4768226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4768225.500000 Penalty: 5227.031738
	Iteration 36Q: 3 clusters Score -4768226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37090 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -4768230.000000 Penalty: 5227.031738
	Iteration 37Q: 3 clusters Score -4768230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37093 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -4768225.000000 Penalty: 5227.031738
	Iteration 38Q: 3 clusters Score -4768225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37094 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4768226.000000 Penalty: 5227.031738
	Iteration 39Q: 3 clusters Score -4768226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4768230.000000 Penalty: 5227.031738
	Iteration 40F: 3 clusters Score -4768230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37099 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -4768229.500000 Penalty: 5227.031738
	Iteration 41Q: 3 clusters Score -4768230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37101 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4768240.000000 Penalty: 5227.031738
	Iteration 42Q: 3 clusters Score -4768240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4768242.500000 Penalty: 5227.031738
	Iteration 43Q: 3 clusters Score -4768242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37105 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4768245.500000 Penalty: 5227.031738
	Iteration 44Q: 3 clusters Score -4768246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37103 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4768243.500000 Penalty: 5227.031738
	Iteration 45Q: 3 clusters Score -4768244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37104 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4768244.500000 Penalty: 5227.031738
	Iteration 46Q: 3 clusters Score -4768244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37106 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4768242.500000 Penalty: 5227.031738
	Iteration 47Q: 3 clusters Score -4768242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37108 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -4768245.500000 Penalty: 5227.031738
	Iteration 48Q: 3 clusters Score -4768246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -4768249.000000 Penalty: 5227.031738
	Iteration 49Q: 3 clusters Score -4768249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37110 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4768249.500000 Penalty: 5227.031738
	Iteration 50Q: 3 clusters Score -4768250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37111 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4768251.000000 Penalty: 5227.031738
	Iteration 51Q: 3 clusters Score -4768251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37111 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4768251.000000 Penalty: 5227.031738
	Iteration 52F: 3 clusters Score -4768251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Entering Unmasked Estep 
Score: -542274.437500 Penalty: 2091.800781
	Iteration 0F: 2 clusters Score -542274.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -538015.625000 Penalty: 4183.601562
	Iteration 0F: 3 clusters Score -538015.6 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -538941.562500 Penalty: 4183.601562
	Iteration 1F: 3 clusters Score -538941.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -539124.000000 Penalty: 4183.601562
	Iteration 2F: 3 clusters Score -539124 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -539261.812500 Penalty: 4183.601562
	Iteration 3F: 3 clusters Score -539261.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -539362.875000 Penalty: 4183.601562
	Iteration 4Q: 3 clusters Score -539362.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -539442.125000 Penalty: 4183.601562
	Iteration 5Q: 3 clusters Score -539442.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -539501.625000 Penalty: 4183.601562
	Iteration 6Q: 3 clusters Score -539501.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -539554.125000 Penalty: 4183.601562
	Iteration 7Q: 3 clusters Score -539554.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -539599.562500 Penalty: 4183.601562
	Iteration 8Q: 3 clusters Score -539599.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -539636.375000 Penalty: 4183.601562
	Iteration 9Q: 3 clusters Score -539636.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -539665.687500 Penalty: 4183.601562
	Iteration 10Q: 3 clusters Score -539665.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -539691.625000 Penalty: 4183.601562
	Iteration 11Q: 3 clusters Score -539691.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -539715.562500 Penalty: 4183.601562
	Iteration 12Q: 3 clusters Score -539715.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -539742.375000 Penalty: 4183.601562
	Iteration 13Q: 3 clusters Score -539742.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -539766.500000 Penalty: 4183.601562
	Iteration 14Q: 3 clusters Score -539766.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -539791.562500 Penalty: 4183.601562
	Iteration 15Q: 3 clusters Score -539791.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -539817.687500 Penalty: 4183.601562
	Iteration 16Q: 3 clusters Score -539817.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -539856.562500 Penalty: 4183.601562
	Iteration 17Q: 3 clusters Score -539856.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -539894.062500 Penalty: 4183.601562
	Iteration 18Q: 3 clusters Score -539894.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -539933.875000 Penalty: 4183.601562
	Iteration 19Q: 3 clusters Score -539933.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -539984.437500 Penalty: 4183.601562
	Iteration 20F: 3 clusters Score -539984.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -540054.500000 Penalty: 4183.601562
	Iteration 21Q: 3 clusters Score -540054.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -540151.000000 Penalty: 4183.601562
	Iteration 22Q: 3 clusters Score -540151 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -540293.312500 Penalty: 4183.601562
	Iteration 23Q: 3 clusters Score -540293.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -540426.625000 Penalty: 4183.601562
	Iteration 24Q: 3 clusters Score -540426.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -540553.812500 Penalty: 4183.601562
	Iteration 25Q: 3 clusters Score -540553.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -540648.687500 Penalty: 4183.601562
	Iteration 26Q: 3 clusters Score -540648.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -540708.687500 Penalty: 4183.601562
	Iteration 27Q: 3 clusters Score -540708.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -540747.312500 Penalty: 4183.601562
	Iteration 28Q: 3 clusters Score -540747.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -540777.312500 Penalty: 4183.601562
	Iteration 29Q: 3 clusters Score -540777.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -540807.312500 Penalty: 4183.601562
	Iteration 30Q: 3 clusters Score -540807.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -540831.437500 Penalty: 4183.601562
	Iteration 31Q: 3 clusters Score -540831.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -540851.250000 Penalty: 4183.601562
	Iteration 32Q: 3 clusters Score -540851.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -540868.062500 Penalty: 4183.601562
	Iteration 33Q: 3 clusters Score -540868.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -540880.437500 Penalty: 4183.601562
	Iteration 34Q: 3 clusters Score -540880.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -540893.875000 Penalty: 4183.601562
	Iteration 35Q: 3 clusters Score -540893.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -540904.750000 Penalty: 4183.601562
	Iteration 36Q: 3 clusters Score -540904.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -540909.625000 Penalty: 4183.601562
	Iteration 37Q: 3 clusters Score -540909.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -540911.250000 Penalty: 4183.601562
	Iteration 38Q: 3 clusters Score -540911.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -540915.500000 Penalty: 4183.601562
	Iteration 39Q: 3 clusters Score -540915.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -540918.187500 Penalty: 4183.601562
	Iteration 40F: 3 clusters Score -540918.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -540922.437500 Penalty: 4183.601562
	Iteration 41Q: 3 clusters Score -540922.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -540924.437500 Penalty: 4183.601562
	Iteration 42Q: 3 clusters Score -540924.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -540928.375000 Penalty: 4183.601562
	Iteration 43Q: 3 clusters Score -540928.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -540931.812500 Penalty: 4183.601562
	Iteration 44Q: 3 clusters Score -540931.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -540933.812500 Penalty: 4183.601562
	Iteration 45Q: 3 clusters Score -540933.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -540937.437500 Penalty: 4183.601562
	Iteration 46Q: 3 clusters Score -540937.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -540939.312500 Penalty: 4183.601562
	Iteration 47Q: 3 clusters Score -540939.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -540938.875000 Penalty: 4183.601562
	Iteration 48Q: 3 clusters Score -540938.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -540938.875000 Penalty: 4183.601562
	Iteration 49F: 3 clusters Score -540938.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -59574.242188 Penalty: 1549.514648
	Iteration 0F: 2 clusters Score -59574.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -58097.031250 Penalty: 3099.029297
	Iteration 0F: 3 clusters Score -58097.03 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -58274.882812 Penalty: 3099.029297
	Iteration 1F: 3 clusters Score -58274.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -58329.597656 Penalty: 3099.029297
	Iteration 2Q: 3 clusters Score -58329.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -58372.457031 Penalty: 3099.029297
	Iteration 3Q: 3 clusters Score -58372.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -58399.921875 Penalty: 3099.029297
	Iteration 4Q: 3 clusters Score -58399.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -58409.058594 Penalty: 3099.029297
	Iteration 5Q: 3 clusters Score -58409.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -58411.250000 Penalty: 3099.029297
	Iteration 6Q: 3 clusters Score -58411.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -58413.171875 Penalty: 3099.029297
	Iteration 7Q: 3 clusters Score -58413.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -58414.914062 Penalty: 3099.029297
	Iteration 8Q: 3 clusters Score -58414.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -58414.914062 Penalty: 3099.029297
	Iteration 9F: 3 clusters Score -58414.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (54267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54267 members 
Entering Unmasked Estep 
Score: -6582269.500000 Penalty: 2703.614502
	Iteration 0F: 2 clusters Score -6582270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 27108 members 
Entering Unmasked Estep 
Score: -6545605.000000 Penalty: 5407.229004
	Iteration 0F: 3 clusters Score -6545605 nChanged 25271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -6559561.500000 Penalty: 5407.229004
	Iteration 1F: 3 clusters Score -6559562 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -6560074.000000 Penalty: 5407.229004
	Iteration 2Q: 3 clusters Score -6560074 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -6560484.500000 Penalty: 5407.229004
	Iteration 3Q: 3 clusters Score -6560484 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28719 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -6560874.000000 Penalty: 5407.229004
	Iteration 4Q: 3 clusters Score -6560874 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -6561294.000000 Penalty: 5407.229004
	Iteration 5Q: 3 clusters Score -6561294 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -6561703.500000 Penalty: 5407.229004
	Iteration 6Q: 3 clusters Score -6561704 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -6562321.500000 Penalty: 5407.229004
	Iteration 7Q: 3 clusters Score -6562322 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33700 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -6563229.500000 Penalty: 5407.229004
	Iteration 8Q: 3 clusters Score -6563230 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36261 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -6564709.000000 Penalty: 5407.229004
	Iteration 9F: 3 clusters Score -6564709 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39580 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -6567020.000000 Penalty: 5407.229004
	Iteration 10F: 3 clusters Score -6567020 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -6570103.500000 Penalty: 5407.229004
	Iteration 11F: 3 clusters Score -6570104 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47253 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -6573478.000000 Penalty: 5407.229004
	Iteration 12F: 3 clusters Score -6573478 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50326 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -6576345.500000 Penalty: 5407.229004
	Iteration 13F: 3 clusters Score -6576346 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52269 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -6578164.500000 Penalty: 5407.229004
	Iteration 14Q: 3 clusters Score -6578164 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53283 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -6579065.500000 Penalty: 5407.229004
	Iteration 15Q: 3 clusters Score -6579066 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53735 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -6579526.000000 Penalty: 5407.229004
	Iteration 16Q: 3 clusters Score -6579526 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53902 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -6579701.500000 Penalty: 5407.229004
	Iteration 17Q: 3 clusters Score -6579702 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53957 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -6579773.000000 Penalty: 5407.229004
	Iteration 18Q: 3 clusters Score -6579773 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53980 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -6579800.500000 Penalty: 5407.229004
	Iteration 19Q: 3 clusters Score -6579800 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53997 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -6579838.500000 Penalty: 5407.229004
	Iteration 20F: 3 clusters Score -6579838 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54013 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -6579865.500000 Penalty: 5407.229004
	Iteration 21Q: 3 clusters Score -6579866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54017 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -6579877.500000 Penalty: 5407.229004
	Iteration 22Q: 3 clusters Score -6579878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54019 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -6579894.500000 Penalty: 5407.229004
	Iteration 23Q: 3 clusters Score -6579894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54020 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -6579896.000000 Penalty: 5407.229004
	Iteration 24Q: 3 clusters Score -6579896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54020 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -6579902.500000 Penalty: 5407.229004
	Iteration 25Q: 3 clusters Score -6579902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54022 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -6579910.500000 Penalty: 5407.229004
	Iteration 26Q: 3 clusters Score -6579910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54022 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -6579915.500000 Penalty: 5407.229004
	Iteration 27Q: 3 clusters Score -6579916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54023 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -6579918.000000 Penalty: 5407.229004
	Iteration 28Q: 3 clusters Score -6579918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54023 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -6579918.000000 Penalty: 5407.229004
	Iteration 29F: 3 clusters Score -6579918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Entering Unmasked Estep 
Score: -106771.148438 Penalty: 1692.174927
	Iteration 0F: 2 clusters Score -106771.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -104944.359375 Penalty: 3384.349854
	Iteration 0F: 3 clusters Score -104944.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -105336.671875 Penalty: 3384.349854
	Iteration 1F: 3 clusters Score -105336.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -105550.304688 Penalty: 3384.349854
	Iteration 2F: 3 clusters Score -105550.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -105683.531250 Penalty: 3384.349854
	Iteration 3F: 3 clusters Score -105683.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -105746.843750 Penalty: 3384.349854
	Iteration 4Q: 3 clusters Score -105746.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -105789.921875 Penalty: 3384.349854
	Iteration 5Q: 3 clusters Score -105789.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -105830.382812 Penalty: 3384.349854
	Iteration 6Q: 3 clusters Score -105830.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -105846.382812 Penalty: 3384.349854
	Iteration 7Q: 3 clusters Score -105846.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -105865.109375 Penalty: 3384.349854
	Iteration 8Q: 3 clusters Score -105865.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -105878.015625 Penalty: 3384.349854
	Iteration 9Q: 3 clusters Score -105878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -105900.000000 Penalty: 3384.349854
	Iteration 10Q: 3 clusters Score -105900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -105915.828125 Penalty: 3384.349854
	Iteration 11Q: 3 clusters Score -105915.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -105916.945312 Penalty: 3384.349854
	Iteration 12Q: 3 clusters Score -105916.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -105920.210938 Penalty: 3384.349854
	Iteration 13Q: 3 clusters Score -105920.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -105924.679688 Penalty: 3384.349854
	Iteration 14Q: 3 clusters Score -105924.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -105925.695312 Penalty: 3384.349854
	Iteration 15Q: 3 clusters Score -105925.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -105927.132812 Penalty: 3384.349854
	Iteration 16Q: 3 clusters Score -105927.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -105928.421875 Penalty: 3384.349854
	Iteration 17Q: 3 clusters Score -105928.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -105930.203125 Penalty: 3384.349854
	Iteration 18Q: 3 clusters Score -105930.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -105930.203125 Penalty: 3384.349854
	Iteration 19F: 3 clusters Score -105930.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (169111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169111 members 
Entering Unmasked Estep 
Score: -21046664.000000 Penalty: 2985.501221
	Iteration 0F: 2 clusters Score -2.104666e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84179 members 
Mstep: Class 2 contains 84932 members 
Entering Unmasked Estep 
Score: -20934884.000000 Penalty: 5971.002441
	Iteration 0F: 3 clusters Score -2.093488e+07 nChanged 80771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78438 members 
Mstep: Class 2 contains 90673 members 
Entering Unmasked Estep 
Score: -20981968.000000 Penalty: 5971.002441
	Iteration 1F: 3 clusters Score -2.098197e+07 nChanged 5365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74961 members 
Mstep: Class 2 contains 94150 members 
Entering Unmasked Estep 
Score: -20983468.000000 Penalty: 5971.002441
	Iteration 2Q: 3 clusters Score -2.098347e+07 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69535 members 
Mstep: Class 2 contains 99576 members 
Entering Unmasked Estep 
Score: -20985482.000000 Penalty: 5971.002441
	Iteration 3Q: 3 clusters Score -2.098548e+07 nChanged 8605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61272 members 
Mstep: Class 2 contains 107839 members 
Entering Unmasked Estep 
Score: -20989992.000000 Penalty: 5971.002441
	Iteration 4F: 3 clusters Score -2.098999e+07 nChanged 11918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49458 members 
Mstep: Class 2 contains 119653 members 
Entering Unmasked Estep 
Score: -20998232.000000 Penalty: 5971.002441
	Iteration 5F: 3 clusters Score -2.099823e+07 nChanged 14919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34557 members 
Mstep: Class 2 contains 134554 members 
Entering Unmasked Estep 
Score: -21011176.000000 Penalty: 5971.002441
	Iteration 6F: 3 clusters Score -2.101118e+07 nChanged 15467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 150019 members 
Entering Unmasked Estep 
Score: -21026702.000000 Penalty: 5971.002441
	Iteration 7F: 3 clusters Score -2.10267e+07 nChanged 11218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 161237 members 
Entering Unmasked Estep 
Score: -21037322.000000 Penalty: 5971.002441
	Iteration 8F: 3 clusters Score -2.103732e+07 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 166554 members 
Entering Unmasked Estep 
Score: -21041962.000000 Penalty: 5971.002441
	Iteration 9Q: 3 clusters Score -2.104196e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 168250 members 
Entering Unmasked Estep 
Score: -21043382.000000 Penalty: 5971.002441
	Iteration 10Q: 3 clusters Score -2.104338e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 168668 members 
Entering Unmasked Estep 
Score: -21043750.000000 Penalty: 5971.002441
	Iteration 11Q: 3 clusters Score -2.104375e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 168784 members 
Entering Unmasked Estep 
Score: -21043890.000000 Penalty: 5971.002441
	Iteration 12Q: 3 clusters Score -2.104389e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 168816 members 
Entering Unmasked Estep 
Score: -21043970.000000 Penalty: 5971.002441
	Iteration 13Q: 3 clusters Score -2.104397e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 168839 members 
Entering Unmasked Estep 
Score: -21043974.000000 Penalty: 5971.002441
	Iteration 14Q: 3 clusters Score -2.104397e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 168847 members 
Entering Unmasked Estep 
Score: -21044014.000000 Penalty: 5971.002441
	Iteration 15Q: 3 clusters Score -2.104401e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 168853 members 
Entering Unmasked Estep 
Score: -21044014.000000 Penalty: 5971.002441
	Iteration 16Q: 3 clusters Score -2.104401e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 168855 members 
Entering Unmasked Estep 
Score: -21044028.000000 Penalty: 5971.002441
	Iteration 17Q: 3 clusters Score -2.104403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 168858 members 
Entering Unmasked Estep 
Score: -21044024.000000 Penalty: 5971.002441
	Iteration 18Q: 3 clusters Score -2.104402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 168860 members 
Entering Unmasked Estep 
Score: -21044016.000000 Penalty: 5971.002441
	Iteration 19Q: 3 clusters Score -2.104402e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 168861 members 
Entering Unmasked Estep 
Score: -21044016.000000 Penalty: 5971.002441
	Iteration 20F: 3 clusters Score -2.104402e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -26386.277344 Penalty: 1391.149048
	Iteration 0F: 2 clusters Score -26386.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -25162.830078 Penalty: 2782.298096
	Iteration 0F: 3 clusters Score -25162.83 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -25282.970703 Penalty: 2782.298096
	Iteration 1F: 3 clusters Score -25282.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -25306.427734 Penalty: 2782.298096
	Iteration 2Q: 3 clusters Score -25306.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -25308.144531 Penalty: 2782.298096
	Iteration 3Q: 3 clusters Score -25308.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -25308.144531 Penalty: 2782.298096
	Iteration 4F: 3 clusters Score -25308.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Entering Unmasked Estep 
Score: -318682.250000 Penalty: 1969.882080
	Iteration 0F: 2 clusters Score -318682.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -315494.406250 Penalty: 3939.764160
	Iteration 0F: 3 clusters Score -315494.4 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -316152.812500 Penalty: 3939.764160
	Iteration 1F: 3 clusters Score -316152.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -316412.187500 Penalty: 3939.764160
	Iteration 2F: 3 clusters Score -316412.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -316612.750000 Penalty: 3939.764160
	Iteration 3F: 3 clusters Score -316612.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -316768.093750 Penalty: 3939.764160
	Iteration 4Q: 3 clusters Score -316768.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -316923.437500 Penalty: 3939.764160
	Iteration 5Q: 3 clusters Score -316923.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -317082.343750 Penalty: 3939.764160
	Iteration 6Q: 3 clusters Score -317082.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -317191.125000 Penalty: 3939.764160
	Iteration 7Q: 3 clusters Score -317191.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -317279.312500 Penalty: 3939.764160
	Iteration 8Q: 3 clusters Score -317279.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -317334.125000 Penalty: 3939.764160
	Iteration 9Q: 3 clusters Score -317334.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -317382.406250 Penalty: 3939.764160
	Iteration 10Q: 3 clusters Score -317382.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -317425.625000 Penalty: 3939.764160
	Iteration 11Q: 3 clusters Score -317425.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -317462.593750 Penalty: 3939.764160
	Iteration 12Q: 3 clusters Score -317462.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -317495.000000 Penalty: 3939.764160
	Iteration 13Q: 3 clusters Score -317495 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -317533.500000 Penalty: 3939.764160
	Iteration 14Q: 3 clusters Score -317533.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -317552.375000 Penalty: 3939.764160
	Iteration 15Q: 3 clusters Score -317552.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -317565.250000 Penalty: 3939.764160
	Iteration 16Q: 3 clusters Score -317565.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -317571.812500 Penalty: 3939.764160
	Iteration 17Q: 3 clusters Score -317571.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -317576.656250 Penalty: 3939.764160
	Iteration 18Q: 3 clusters Score -317576.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -317580.718750 Penalty: 3939.764160
	Iteration 19Q: 3 clusters Score -317580.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -317584.500000 Penalty: 3939.764160
	Iteration 20F: 3 clusters Score -317584.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -317586.437500 Penalty: 3939.764160
	Iteration 21Q: 3 clusters Score -317586.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -317587.437500 Penalty: 3939.764160
	Iteration 22Q: 3 clusters Score -317587.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -317589.125000 Penalty: 3939.764160
	Iteration 23Q: 3 clusters Score -317589.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -317591.937500 Penalty: 3939.764160
	Iteration 24Q: 3 clusters Score -317591.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -317596.125000 Penalty: 3939.764160
	Iteration 25Q: 3 clusters Score -317596.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -317599.375000 Penalty: 3939.764160
	Iteration 26Q: 3 clusters Score -317599.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -317602.062500 Penalty: 3939.764160
	Iteration 27Q: 3 clusters Score -317602.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -317603.343750 Penalty: 3939.764160
	Iteration 28Q: 3 clusters Score -317603.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -317603.343750 Penalty: 3939.764160
	Iteration 29F: 3 clusters Score -317603.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Entering Unmasked Estep 
Score: -2260426.750000 Penalty: 2427.623779
	Iteration 0F: 2 clusters Score -2260427 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -2247741.250000 Penalty: 4855.247559
	Iteration 0F: 3 clusters Score -2247741 nChanged 7798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -2251781.250000 Penalty: 4855.247559
	Iteration 1F: 3 clusters Score -2251781 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -2252125.250000 Penalty: 4855.247559
	Iteration 2F: 3 clusters Score -2252125 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -2252400.500000 Penalty: 4855.247559
	Iteration 3Q: 3 clusters Score -2252400 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -2252665.750000 Penalty: 4855.247559
	Iteration 4Q: 3 clusters Score -2252666 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -2252918.500000 Penalty: 4855.247559
	Iteration 5Q: 3 clusters Score -2252918 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -2253206.250000 Penalty: 4855.247559
	Iteration 6Q: 3 clusters Score -2253206 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -2253503.500000 Penalty: 4855.247559
	Iteration 7Q: 3 clusters Score -2253504 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2253842.500000 Penalty: 4855.247559
	Iteration 8Q: 3 clusters Score -2253842 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -2254231.250000 Penalty: 4855.247559
	Iteration 9Q: 3 clusters Score -2254231 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -2254660.750000 Penalty: 4855.247559
	Iteration 10Q: 3 clusters Score -2254661 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -2255070.250000 Penalty: 4855.247559
	Iteration 11Q: 3 clusters Score -2255070 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -2255482.250000 Penalty: 4855.247559
	Iteration 12Q: 3 clusters Score -2255482 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -2255878.250000 Penalty: 4855.247559
	Iteration 13Q: 3 clusters Score -2255878 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -2256220.000000 Penalty: 4855.247559
	Iteration 14Q: 3 clusters Score -2256220 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -2256547.750000 Penalty: 4855.247559
	Iteration 15Q: 3 clusters Score -2256548 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14722 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -2256822.250000 Penalty: 4855.247559
	Iteration 16Q: 3 clusters Score -2256822 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2257047.250000 Penalty: 4855.247559
	Iteration 17Q: 3 clusters Score -2257047 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2257249.250000 Penalty: 4855.247559
	Iteration 18Q: 3 clusters Score -2257249 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2257406.500000 Penalty: 4855.247559
	Iteration 19Q: 3 clusters Score -2257406 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2257546.500000 Penalty: 4855.247559
	Iteration 20F: 3 clusters Score -2257546 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2257664.250000 Penalty: 4855.247559
	Iteration 21Q: 3 clusters Score -2257664 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2257786.250000 Penalty: 4855.247559
	Iteration 22Q: 3 clusters Score -2257786 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -2257871.500000 Penalty: 4855.247559
	Iteration 23Q: 3 clusters Score -2257872 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2257947.500000 Penalty: 4855.247559
	Iteration 24Q: 3 clusters Score -2257948 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2258023.000000 Penalty: 4855.247559
	Iteration 25Q: 3 clusters Score -2258023 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2258089.500000 Penalty: 4855.247559
	Iteration 26Q: 3 clusters Score -2258090 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2258150.000000 Penalty: 4855.247559
	Iteration 27Q: 3 clusters Score -2258150 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2258196.750000 Penalty: 4855.247559
	Iteration 28Q: 3 clusters Score -2258197 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16977 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2258232.750000 Penalty: 4855.247559
	Iteration 29Q: 3 clusters Score -2258233 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17009 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2258250.000000 Penalty: 4855.247559
	Iteration 30Q: 3 clusters Score -2258250 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2258268.750000 Penalty: 4855.247559
	Iteration 31Q: 3 clusters Score -2258269 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2258278.750000 Penalty: 4855.247559
	Iteration 32Q: 3 clusters Score -2258279 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2258288.750000 Penalty: 4855.247559
	Iteration 33Q: 3 clusters Score -2258289 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2258303.000000 Penalty: 4855.247559
	Iteration 34Q: 3 clusters Score -2258303 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2258315.750000 Penalty: 4855.247559
	Iteration 35Q: 3 clusters Score -2258316 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2258325.500000 Penalty: 4855.247559
	Iteration 36Q: 3 clusters Score -2258326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2258327.250000 Penalty: 4855.247559
	Iteration 37Q: 3 clusters Score -2258327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2258331.500000 Penalty: 4855.247559
	Iteration 38Q: 3 clusters Score -2258332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -2258337.500000 Penalty: 4855.247559
	Iteration 39Q: 3 clusters Score -2258338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2258343.500000 Penalty: 4855.247559
	Iteration 40F: 3 clusters Score -2258344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2258351.000000 Penalty: 4855.247559
	Iteration 41Q: 3 clusters Score -2258351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2258355.500000 Penalty: 4855.247559
	Iteration 42Q: 3 clusters Score -2258356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2258361.750000 Penalty: 4855.247559
	Iteration 43Q: 3 clusters Score -2258362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2258361.000000 Penalty: 4855.247559
	Iteration 44Q: 3 clusters Score -2258361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2258361.500000 Penalty: 4855.247559
	Iteration 45Q: 3 clusters Score -2258362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2258361.500000 Penalty: 4855.247559
	Iteration 46F: 3 clusters Score -2258362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (36027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36027 members 
Entering Unmasked Estep 
Score: -4552491.000000 Penalty: 2602.021729
	Iteration 0F: 2 clusters Score -4552491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -4527937.500000 Penalty: 5204.043457
	Iteration 0F: 3 clusters Score -4527938 nChanged 16439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -4536779.000000 Penalty: 5204.043457
	Iteration 1F: 3 clusters Score -4536779 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -4537279.000000 Penalty: 5204.043457
	Iteration 2Q: 3 clusters Score -4537279 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -4537762.000000 Penalty: 5204.043457
	Iteration 3Q: 3 clusters Score -4537762 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -4538295.000000 Penalty: 5204.043457
	Iteration 4Q: 3 clusters Score -4538295 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -4539068.000000 Penalty: 5204.043457
	Iteration 5Q: 3 clusters Score -4539068 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 24449 members 
Entering Unmasked Estep 
Score: -4540306.000000 Penalty: 5204.043457
	Iteration 6F: 3 clusters Score -4540306 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -4542081.500000 Penalty: 5204.043457
	Iteration 7F: 3 clusters Score -4542082 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -4544295.000000 Penalty: 5204.043457
	Iteration 8F: 3 clusters Score -4544295 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 31898 members 
Entering Unmasked Estep 
Score: -4546594.000000 Penalty: 5204.043457
	Iteration 9F: 3 clusters Score -4546594 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 33725 members 
Entering Unmasked Estep 
Score: -4548278.500000 Penalty: 5204.043457
	Iteration 10F: 3 clusters Score -4548278 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -4549208.000000 Penalty: 5204.043457
	Iteration 11Q: 3 clusters Score -4549208 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 35246 members 
Entering Unmasked Estep 
Score: -4549668.000000 Penalty: 5204.043457
	Iteration 12Q: 3 clusters Score -4549668 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 35451 members 
Entering Unmasked Estep 
Score: -4549898.000000 Penalty: 5204.043457
	Iteration 13Q: 3 clusters Score -4549898 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 35552 members 
Entering Unmasked Estep 
Score: -4550020.500000 Penalty: 5204.043457
	Iteration 14Q: 3 clusters Score -4550020 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -4550082.000000 Penalty: 5204.043457
	Iteration 15Q: 3 clusters Score -4550082 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 35636 members 
Entering Unmasked Estep 
Score: -4550116.500000 Penalty: 5204.043457
	Iteration 16Q: 3 clusters Score -4550116 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -4550165.000000 Penalty: 5204.043457
	Iteration 17Q: 3 clusters Score -4550165 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 35664 members 
Entering Unmasked Estep 
Score: -4550178.500000 Penalty: 5204.043457
	Iteration 18Q: 3 clusters Score -4550178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 35670 members 
Entering Unmasked Estep 
Score: -4550193.000000 Penalty: 5204.043457
	Iteration 19Q: 3 clusters Score -4550193 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 35674 members 
Entering Unmasked Estep 
Score: -4550206.500000 Penalty: 5204.043457
	Iteration 20F: 3 clusters Score -4550206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -4550217.000000 Penalty: 5204.043457
	Iteration 21Q: 3 clusters Score -4550217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -4550222.000000 Penalty: 5204.043457
	Iteration 22Q: 3 clusters Score -4550222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 35687 members 
Entering Unmasked Estep 
Score: -4550223.500000 Penalty: 5204.043457
	Iteration 23Q: 3 clusters Score -4550224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -4550230.500000 Penalty: 5204.043457
	Iteration 24Q: 3 clusters Score -4550230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -4550237.000000 Penalty: 5204.043457
	Iteration 25Q: 3 clusters Score -4550237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -4550241.000000 Penalty: 5204.043457
	Iteration 26Q: 3 clusters Score -4550241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 35696 members 
Entering Unmasked Estep 
Score: -4550241.500000 Penalty: 5204.043457
	Iteration 27Q: 3 clusters Score -4550242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
Score: -4550241.500000 Penalty: 5204.043457
	Iteration 28Q: 3 clusters Score -4550242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
Score: -4550241.500000 Penalty: 5204.043457
	Iteration 29F: 3 clusters Score -4550242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Entering Unmasked Estep 
Score: -845628.500000 Penalty: 2183.695801
	Iteration 0F: 2 clusters Score -845628.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -840028.125000 Penalty: 4367.391602
	Iteration 0F: 3 clusters Score -840028.1 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -841354.125000 Penalty: 4367.391602
	Iteration 1F: 3 clusters Score -841354.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -841567.062500 Penalty: 4367.391602
	Iteration 2F: 3 clusters Score -841567.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -841717.437500 Penalty: 4367.391602
	Iteration 3Q: 3 clusters Score -841717.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -841836.000000 Penalty: 4367.391602
	Iteration 4Q: 3 clusters Score -841836 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -841908.937500 Penalty: 4367.391602
	Iteration 5Q: 3 clusters Score -841908.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -841977.437500 Penalty: 4367.391602
	Iteration 6Q: 3 clusters Score -841977.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -842042.250000 Penalty: 4367.391602
	Iteration 7Q: 3 clusters Score -842042.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -842092.500000 Penalty: 4367.391602
	Iteration 8Q: 3 clusters Score -842092.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -842137.437500 Penalty: 4367.391602
	Iteration 9Q: 3 clusters Score -842137.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -842175.562500 Penalty: 4367.391602
	Iteration 10Q: 3 clusters Score -842175.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -842207.625000 Penalty: 4367.391602
	Iteration 11Q: 3 clusters Score -842207.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -842242.312500 Penalty: 4367.391602
	Iteration 12Q: 3 clusters Score -842242.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -842272.250000 Penalty: 4367.391602
	Iteration 13Q: 3 clusters Score -842272.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -842306.312500 Penalty: 4367.391602
	Iteration 14Q: 3 clusters Score -842306.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -842343.000000 Penalty: 4367.391602
	Iteration 15Q: 3 clusters Score -842343 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -842379.000000 Penalty: 4367.391602
	Iteration 16Q: 3 clusters Score -842379 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -842420.250000 Penalty: 4367.391602
	Iteration 17Q: 3 clusters Score -842420.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -842459.687500 Penalty: 4367.391602
	Iteration 18Q: 3 clusters Score -842459.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -842507.375000 Penalty: 4367.391602
	Iteration 19Q: 3 clusters Score -842507.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -842547.125000 Penalty: 4367.391602
	Iteration 20F: 3 clusters Score -842547.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -842594.562500 Penalty: 4367.391602
	Iteration 21Q: 3 clusters Score -842594.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -842639.312500 Penalty: 4367.391602
	Iteration 22Q: 3 clusters Score -842639.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -842695.437500 Penalty: 4367.391602
	Iteration 23Q: 3 clusters Score -842695.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -842745.437500 Penalty: 4367.391602
	Iteration 24Q: 3 clusters Score -842745.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -842804.687500 Penalty: 4367.391602
	Iteration 25Q: 3 clusters Score -842804.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -842864.812500 Penalty: 4367.391602
	Iteration 26Q: 3 clusters Score -842864.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -842937.750000 Penalty: 4367.391602
	Iteration 27Q: 3 clusters Score -842937.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -843021.187500 Penalty: 4367.391602
	Iteration 28Q: 3 clusters Score -843021.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -843126.250000 Penalty: 4367.391602
	Iteration 29Q: 3 clusters Score -843126.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -843202.750000 Penalty: 4367.391602
	Iteration 30Q: 3 clusters Score -843202.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -843287.437500 Penalty: 4367.391602
	Iteration 31Q: 3 clusters Score -843287.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -843359.625000 Penalty: 4367.391602
	Iteration 32Q: 3 clusters Score -843359.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -843429.625000 Penalty: 4367.391602
	Iteration 33Q: 3 clusters Score -843429.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -843502.625000 Penalty: 4367.391602
	Iteration 34Q: 3 clusters Score -843502.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -843562.187500 Penalty: 4367.391602
	Iteration 35Q: 3 clusters Score -843562.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -843599.687500 Penalty: 4367.391602
	Iteration 36Q: 3 clusters Score -843599.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -843628.625000 Penalty: 4367.391602
	Iteration 37Q: 3 clusters Score -843628.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -843647.062500 Penalty: 4367.391602
	Iteration 38Q: 3 clusters Score -843647.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -843661.125000 Penalty: 4367.391602
	Iteration 39Q: 3 clusters Score -843661.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -843671.437500 Penalty: 4367.391602
	Iteration 40F: 3 clusters Score -843671.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -843679.437500 Penalty: 4367.391602
	Iteration 41Q: 3 clusters Score -843679.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -843682.375000 Penalty: 4367.391602
	Iteration 42Q: 3 clusters Score -843682.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -843685.000000 Penalty: 4367.391602
	Iteration 43Q: 3 clusters Score -843685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -843685.125000 Penalty: 4367.391602
	Iteration 44Q: 3 clusters Score -843685.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -843685.125000 Penalty: 4367.391602
	Iteration 45F: 3 clusters Score -843685.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 63253 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 4 contains 269097 members 
Mstep: Class 5 contains 4196 members 
Mstep: Class 6 contains 17691 members 
Mstep: Class 7 contains 2301 members 
Mstep: Class 8 contains 28437 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 96976 members 
Mstep: Class 12 contains 21414 members 
Mstep: Class 13 contains 37736 members 
Mstep: Class 14 contains 4604 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54267 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169111 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2816 members 
Mstep: Class 21 contains 17833 members 
Mstep: Class 22 contains 36027 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777736.000000 Penalty: 77926.218750
Iteration 239Q: 24 clusters Score -1.047777e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 63254 members 
Mstep: Class 3 contains 14007 members 
Mstep: Class 4 contains 269094 members 
Mstep: Class 5 contains 4195 members 
Mstep: Class 6 contains 17692 members 
Mstep: Class 7 contains 2300 members 
Mstep: Class 8 contains 28435 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 96978 members 
Mstep: Class 12 contains 21413 members 
Mstep: Class 13 contains 37737 members 
Mstep: Class 14 contains 4605 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54269 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169110 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2816 members 
Mstep: Class 21 contains 17834 members 
Mstep: Class 22 contains 36026 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777808.000000 Penalty: 77926.218750
Iteration 240F: 24 clusters Score -1.047778e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 63255 members 
Mstep: Class 3 contains 14007 members 
Mstep: Class 4 contains 269072 members 
Mstep: Class 5 contains 4193 members 
Mstep: Class 6 contains 17692 members 
Mstep: Class 7 contains 2300 members 
Mstep: Class 8 contains 28436 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 96985 members 
Mstep: Class 12 contains 21415 members 
Mstep: Class 13 contains 37737 members 
Mstep: Class 14 contains 4605 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54271 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169122 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2816 members 
Mstep: Class 21 contains 17834 members 
Mstep: Class 22 contains 36025 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777888.000000 Penalty: 77926.218750
Iteration 241Q: 24 clusters Score -1.047779e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 63255 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 4 contains 269050 members 
Mstep: Class 5 contains 4195 members 
Mstep: Class 6 contains 17693 members 
Mstep: Class 7 contains 2300 members 
Mstep: Class 8 contains 28438 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 96990 members 
Mstep: Class 12 contains 21418 members 
Mstep: Class 13 contains 37738 members 
Mstep: Class 14 contains 4605 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54268 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169132 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2816 members 
Mstep: Class 21 contains 17838 members 
Mstep: Class 22 contains 36023 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777856.000000 Penalty: 77926.218750
Iteration 242Q: 24 clusters Score -1.047779e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 63254 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 4 contains 269031 members 
Mstep: Class 5 contains 4194 members 
Mstep: Class 6 contains 17692 members 
Mstep: Class 7 contains 2300 members 
Mstep: Class 8 contains 28437 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97002 members 
Mstep: Class 12 contains 21419 members 
Mstep: Class 13 contains 37741 members 
Mstep: Class 14 contains 4605 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54269 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169140 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2816 members 
Mstep: Class 21 contains 17840 members 
Mstep: Class 22 contains 36019 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777976.000000 Penalty: 77926.218750
Iteration 243Q: 24 clusters Score -1.04778e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 63254 members 
Mstep: Class 3 contains 14007 members 
Mstep: Class 4 contains 269024 members 
Mstep: Class 5 contains 4196 members 
Mstep: Class 6 contains 17691 members 
Mstep: Class 7 contains 2300 members 
Mstep: Class 8 contains 28437 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97002 members 
Mstep: Class 12 contains 21420 members 
Mstep: Class 13 contains 37740 members 
Mstep: Class 14 contains 4605 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54266 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169147 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2816 members 
Mstep: Class 21 contains 17842 members 
Mstep: Class 22 contains 36018 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777832.000000 Penalty: 77926.218750
Iteration 244Q: 24 clusters Score -1.047778e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 63253 members 
Mstep: Class 3 contains 14008 members 
Mstep: Class 4 contains 269003 members 
Mstep: Class 5 contains 4199 members 
Mstep: Class 6 contains 17690 members 
Mstep: Class 7 contains 2300 members 
Mstep: Class 8 contains 28441 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97005 members 
Mstep: Class 12 contains 21421 members 
Mstep: Class 13 contains 37741 members 
Mstep: Class 14 contains 4605 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54262 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169159 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2816 members 
Mstep: Class 21 contains 17847 members 
Mstep: Class 22 contains 36015 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777744.000000 Penalty: 77926.218750
Iteration 245Q: 24 clusters Score -1.047777e+08 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 63252 members 
Mstep: Class 3 contains 14007 members 
Mstep: Class 4 contains 268978 members 
Mstep: Class 5 contains 4205 members 
Mstep: Class 6 contains 17690 members 
Mstep: Class 7 contains 2300 members 
Mstep: Class 8 contains 28444 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97005 members 
Mstep: Class 12 contains 21422 members 
Mstep: Class 13 contains 37742 members 
Mstep: Class 14 contains 4605 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54261 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169171 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2816 members 
Mstep: Class 21 contains 17855 members 
Mstep: Class 22 contains 36012 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777792.000000 Penalty: 77926.218750
Iteration 246Q: 24 clusters Score -1.047778e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 63251 members 
Mstep: Class 3 contains 14008 members 
Mstep: Class 4 contains 268947 members 
Mstep: Class 5 contains 4212 members 
Mstep: Class 6 contains 17690 members 
Mstep: Class 7 contains 2300 members 
Mstep: Class 8 contains 28444 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97001 members 
Mstep: Class 12 contains 21423 members 
Mstep: Class 13 contains 37742 members 
Mstep: Class 14 contains 4605 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54259 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169194 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2816 members 
Mstep: Class 21 contains 17861 members 
Mstep: Class 22 contains 36012 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777784.000000 Penalty: 77926.218750
Iteration 247Q: 24 clusters Score -1.047778e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 63249 members 
Mstep: Class 3 contains 14008 members 
Mstep: Class 4 contains 268917 members 
Mstep: Class 5 contains 4215 members 
Mstep: Class 6 contains 17691 members 
Mstep: Class 7 contains 2300 members 
Mstep: Class 8 contains 28442 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 96997 members 
Mstep: Class 12 contains 21426 members 
Mstep: Class 13 contains 37742 members 
Mstep: Class 14 contains 4605 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54259 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169219 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2817 members 
Mstep: Class 21 contains 17866 members 
Mstep: Class 22 contains 36012 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777704.000000 Penalty: 77926.218750
Iteration 248Q: 24 clusters Score -1.047777e+08 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 63251 members 
Mstep: Class 3 contains 14009 members 
Mstep: Class 4 contains 268892 members 
Mstep: Class 5 contains 4216 members 
Mstep: Class 6 contains 17692 members 
Mstep: Class 7 contains 2300 members 
Mstep: Class 8 contains 28440 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 96998 members 
Mstep: Class 12 contains 21427 members 
Mstep: Class 13 contains 37744 members 
Mstep: Class 14 contains 4605 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54255 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169235 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2818 members 
Mstep: Class 21 contains 17872 members 
Mstep: Class 22 contains 36011 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777728.000000 Penalty: 77926.218750
Iteration 249Q: 24 clusters Score -1.047777e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 63254 members 
Mstep: Class 3 contains 14009 members 
Mstep: Class 4 contains 268869 members 
Mstep: Class 5 contains 4215 members 
Mstep: Class 6 contains 17694 members 
Mstep: Class 7 contains 2300 members 
Mstep: Class 8 contains 28440 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97007 members 
Mstep: Class 12 contains 21428 members 
Mstep: Class 13 contains 37744 members 
Mstep: Class 14 contains 4605 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54254 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169241 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2819 members 
Mstep: Class 21 contains 17874 members 
Mstep: Class 22 contains 36012 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777704.000000 Penalty: 77926.218750
Iteration 250Q: 24 clusters Score -1.047777e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63254 members 
Mstep: Class 3 contains 14010 members 
Mstep: Class 4 contains 268855 members 
Mstep: Class 5 contains 4214 members 
Mstep: Class 6 contains 17693 members 
Mstep: Class 7 contains 2300 members 
Mstep: Class 8 contains 28440 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97019 members 
Mstep: Class 12 contains 21428 members 
Mstep: Class 13 contains 37746 members 
Mstep: Class 14 contains 4605 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54251 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169243 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2819 members 
Mstep: Class 21 contains 17875 members 
Mstep: Class 22 contains 36012 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777616.000000 Penalty: 77926.218750
Iteration 251Q: 24 clusters Score -1.047776e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63256 members 
Mstep: Class 3 contains 14009 members 
Mstep: Class 4 contains 268838 members 
Mstep: Class 5 contains 4215 members 
Mstep: Class 6 contains 17693 members 
Mstep: Class 7 contains 2300 members 
Mstep: Class 8 contains 28438 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97027 members 
Mstep: Class 12 contains 21428 members 
Mstep: Class 13 contains 37747 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54248 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169250 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2819 members 
Mstep: Class 21 contains 17878 members 
Mstep: Class 22 contains 36012 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777720.000000 Penalty: 77926.218750
Iteration 252Q: 24 clusters Score -1.047777e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63258 members 
Mstep: Class 3 contains 14009 members 
Mstep: Class 4 contains 268825 members 
Mstep: Class 5 contains 4215 members 
Mstep: Class 6 contains 17692 members 
Mstep: Class 7 contains 2300 members 
Mstep: Class 8 contains 28437 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97034 members 
Mstep: Class 12 contains 21428 members 
Mstep: Class 13 contains 37748 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54242 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169258 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2819 members 
Mstep: Class 21 contains 17879 members 
Mstep: Class 22 contains 36013 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777664.000000 Penalty: 77926.218750
Iteration 253Q: 24 clusters Score -1.047777e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63260 members 
Mstep: Class 3 contains 14008 members 
Mstep: Class 4 contains 268809 members 
Mstep: Class 5 contains 4215 members 
Mstep: Class 6 contains 17693 members 
Mstep: Class 7 contains 2300 members 
Mstep: Class 8 contains 28438 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97047 members 
Mstep: Class 12 contains 21429 members 
Mstep: Class 13 contains 37747 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54238 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169260 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2819 members 
Mstep: Class 21 contains 17882 members 
Mstep: Class 22 contains 36012 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777720.000000 Penalty: 77926.218750
Iteration 254Q: 24 clusters Score -1.047777e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63259 members 
Mstep: Class 3 contains 14009 members 
Mstep: Class 4 contains 268798 members 
Mstep: Class 5 contains 4215 members 
Mstep: Class 6 contains 17693 members 
Mstep: Class 7 contains 2300 members 
Mstep: Class 8 contains 28436 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97061 members 
Mstep: Class 12 contains 21429 members 
Mstep: Class 13 contains 37748 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54232 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169264 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2819 members 
Mstep: Class 21 contains 17882 members 
Mstep: Class 22 contains 36012 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777696.000000 Penalty: 77926.218750
Iteration 255Q: 24 clusters Score -1.047777e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63258 members 
Mstep: Class 3 contains 14008 members 
Mstep: Class 4 contains 268789 members 
Mstep: Class 5 contains 4216 members 
Mstep: Class 6 contains 17695 members 
Mstep: Class 7 contains 2300 members 
Mstep: Class 8 contains 28437 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97077 members 
Mstep: Class 12 contains 21429 members 
Mstep: Class 13 contains 37750 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54228 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169255 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2819 members 
Mstep: Class 21 contains 17883 members 
Mstep: Class 22 contains 36013 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777640.000000 Penalty: 77926.218750
Iteration 256Q: 24 clusters Score -1.047776e+08 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63256 members 
Mstep: Class 3 contains 14008 members 
Mstep: Class 4 contains 268774 members 
Mstep: Class 5 contains 4216 members 
Mstep: Class 6 contains 17696 members 
Mstep: Class 7 contains 2300 members 
Mstep: Class 8 contains 28441 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97088 members 
Mstep: Class 12 contains 21428 members 
Mstep: Class 13 contains 37753 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54225 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169252 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17887 members 
Mstep: Class 22 contains 36013 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777672.000000 Penalty: 77926.218750
Iteration 257Q: 24 clusters Score -1.047777e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63256 members 
Mstep: Class 3 contains 14006 members 
Mstep: Class 4 contains 268759 members 
Mstep: Class 5 contains 4217 members 
Mstep: Class 6 contains 17698 members 
Mstep: Class 7 contains 2300 members 
Mstep: Class 8 contains 28444 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97098 members 
Mstep: Class 12 contains 21427 members 
Mstep: Class 13 contains 37755 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54223 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169249 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17892 members 
Mstep: Class 22 contains 36013 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777712.000000 Penalty: 77926.218750
Iteration 258Q: 24 clusters Score -1.047777e+08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63256 members 
Mstep: Class 3 contains 14007 members 
Mstep: Class 4 contains 268738 members 
Mstep: Class 5 contains 4216 members 
Mstep: Class 6 contains 17699 members 
Mstep: Class 7 contains 2300 members 
Mstep: Class 8 contains 28443 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97106 members 
Mstep: Class 12 contains 21430 members 
Mstep: Class 13 contains 37756 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54219 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169259 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17893 members 
Mstep: Class 22 contains 36015 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777624.000000 Penalty: 77926.218750
Iteration 259Q: 24 clusters Score -1.047776e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63254 members 
Mstep: Class 3 contains 14007 members 
Mstep: Class 4 contains 268725 members 
Mstep: Class 5 contains 4216 members 
Mstep: Class 6 contains 17698 members 
Mstep: Class 7 contains 2300 members 
Mstep: Class 8 contains 28443 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97122 members 
Mstep: Class 12 contains 21433 members 
Mstep: Class 13 contains 37755 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54215 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169259 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17896 members 
Mstep: Class 22 contains 36014 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777616.000000 Penalty: 77926.218750
Iteration 260F: 24 clusters Score -1.047776e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63252 members 
Mstep: Class 3 contains 14008 members 
Mstep: Class 4 contains 268708 members 
Mstep: Class 5 contains 4216 members 
Mstep: Class 6 contains 17698 members 
Mstep: Class 7 contains 2300 members 
Mstep: Class 8 contains 28442 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97141 members 
Mstep: Class 12 contains 21435 members 
Mstep: Class 13 contains 37757 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54211 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169257 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17898 members 
Mstep: Class 22 contains 36014 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777704.000000 Penalty: 77926.218750
Iteration 261Q: 24 clusters Score -1.047777e+08 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63255 members 
Mstep: Class 3 contains 14007 members 
Mstep: Class 4 contains 268682 members 
Mstep: Class 5 contains 4218 members 
Mstep: Class 6 contains 17698 members 
Mstep: Class 7 contains 2300 members 
Mstep: Class 8 contains 28442 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97163 members 
Mstep: Class 12 contains 21435 members 
Mstep: Class 13 contains 37760 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54209 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169253 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17901 members 
Mstep: Class 22 contains 36014 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777712.000000 Penalty: 77926.218750
Iteration 262Q: 24 clusters Score -1.047777e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63257 members 
Mstep: Class 3 contains 14007 members 
Mstep: Class 4 contains 268666 members 
Mstep: Class 5 contains 4218 members 
Mstep: Class 6 contains 17697 members 
Mstep: Class 7 contains 2300 members 
Mstep: Class 8 contains 28442 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97183 members 
Mstep: Class 12 contains 21437 members 
Mstep: Class 13 contains 37763 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54206 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169247 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17901 members 
Mstep: Class 22 contains 36013 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777696.000000 Penalty: 77926.218750
Iteration 263Q: 24 clusters Score -1.047777e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63258 members 
Mstep: Class 3 contains 14007 members 
Mstep: Class 4 contains 268646 members 
Mstep: Class 5 contains 4218 members 
Mstep: Class 6 contains 17698 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28442 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97199 members 
Mstep: Class 12 contains 21438 members 
Mstep: Class 13 contains 37762 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54207 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169251 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17901 members 
Mstep: Class 22 contains 36011 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777776.000000 Penalty: 77926.218750
Iteration 264Q: 24 clusters Score -1.047778e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63256 members 
Mstep: Class 3 contains 14008 members 
Mstep: Class 4 contains 268639 members 
Mstep: Class 5 contains 4219 members 
Mstep: Class 6 contains 17698 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28441 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97207 members 
Mstep: Class 12 contains 21437 members 
Mstep: Class 13 contains 37763 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54206 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169249 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17903 members 
Mstep: Class 22 contains 36012 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777704.000000 Penalty: 77926.218750
Iteration 265Q: 24 clusters Score -1.047777e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63254 members 
Mstep: Class 3 contains 14008 members 
Mstep: Class 4 contains 268634 members 
Mstep: Class 5 contains 4220 members 
Mstep: Class 6 contains 17698 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28441 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97218 members 
Mstep: Class 12 contains 21437 members 
Mstep: Class 13 contains 37762 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54203 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169247 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17904 members 
Mstep: Class 22 contains 36012 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777672.000000 Penalty: 77926.218750
Iteration 266Q: 24 clusters Score -1.047777e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63252 members 
Mstep: Class 3 contains 14009 members 
Mstep: Class 4 contains 268633 members 
Mstep: Class 5 contains 4220 members 
Mstep: Class 6 contains 17697 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28441 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97225 members 
Mstep: Class 12 contains 21437 members 
Mstep: Class 13 contains 37762 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54202 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169245 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17904 members 
Mstep: Class 22 contains 36011 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777688.000000 Penalty: 77926.218750
Iteration 267Q: 24 clusters Score -1.047777e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63246 members 
Mstep: Class 3 contains 14009 members 
Mstep: Class 4 contains 268632 members 
Mstep: Class 5 contains 4221 members 
Mstep: Class 6 contains 17698 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28441 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97234 members 
Mstep: Class 12 contains 21437 members 
Mstep: Class 13 contains 37762 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54201 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169243 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17905 members 
Mstep: Class 22 contains 36009 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777720.000000 Penalty: 77926.218750
Iteration 268Q: 24 clusters Score -1.047777e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63241 members 
Mstep: Class 3 contains 14008 members 
Mstep: Class 4 contains 268625 members 
Mstep: Class 5 contains 4221 members 
Mstep: Class 6 contains 17698 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28443 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97243 members 
Mstep: Class 12 contains 21437 members 
Mstep: Class 13 contains 37762 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54199 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169248 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17905 members 
Mstep: Class 22 contains 36008 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777736.000000 Penalty: 77926.218750
Iteration 269Q: 24 clusters Score -1.047777e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63240 members 
Mstep: Class 3 contains 14009 members 
Mstep: Class 4 contains 268622 members 
Mstep: Class 5 contains 4221 members 
Mstep: Class 6 contains 17698 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28442 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97250 members 
Mstep: Class 12 contains 21438 members 
Mstep: Class 13 contains 37762 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54199 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169244 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17905 members 
Mstep: Class 22 contains 36008 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777744.000000 Penalty: 77926.218750
Iteration 270Q: 24 clusters Score -1.047777e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63237 members 
Mstep: Class 3 contains 14010 members 
Mstep: Class 4 contains 268615 members 
Mstep: Class 5 contains 4221 members 
Mstep: Class 6 contains 17698 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28444 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97256 members 
Mstep: Class 12 contains 21438 members 
Mstep: Class 13 contains 37762 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54199 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169247 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17904 members 
Mstep: Class 22 contains 36007 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777728.000000 Penalty: 77926.218750
Iteration 271Q: 24 clusters Score -1.047777e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63235 members 
Mstep: Class 3 contains 14011 members 
Mstep: Class 4 contains 268613 members 
Mstep: Class 5 contains 4221 members 
Mstep: Class 6 contains 17698 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28445 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97261 members 
Mstep: Class 12 contains 21438 members 
Mstep: Class 13 contains 37763 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54200 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169243 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17903 members 
Mstep: Class 22 contains 36007 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777744.000000 Penalty: 77926.218750
Iteration 272Q: 24 clusters Score -1.047777e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63234 members 
Mstep: Class 3 contains 14011 members 
Mstep: Class 4 contains 268605 members 
Mstep: Class 5 contains 4221 members 
Mstep: Class 6 contains 17699 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28444 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97269 members 
Mstep: Class 12 contains 21438 members 
Mstep: Class 13 contains 37762 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54200 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169246 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17902 members 
Mstep: Class 22 contains 36007 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777768.000000 Penalty: 77926.218750
Iteration 273Q: 24 clusters Score -1.047778e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63231 members 
Mstep: Class 3 contains 14011 members 
Mstep: Class 4 contains 268601 members 
Mstep: Class 5 contains 4221 members 
Mstep: Class 6 contains 17699 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28444 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97277 members 
Mstep: Class 12 contains 21438 members 
Mstep: Class 13 contains 37763 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54198 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169244 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17904 members 
Mstep: Class 22 contains 36007 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777720.000000 Penalty: 77926.218750
Iteration 274Q: 24 clusters Score -1.047777e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63231 members 
Mstep: Class 3 contains 14011 members 
Mstep: Class 4 contains 268593 members 
Mstep: Class 5 contains 4221 members 
Mstep: Class 6 contains 17699 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28444 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97283 members 
Mstep: Class 12 contains 21438 members 
Mstep: Class 13 contains 37763 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54198 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169244 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17907 members 
Mstep: Class 22 contains 36006 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777696.000000 Penalty: 77926.218750
Iteration 275Q: 24 clusters Score -1.047777e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63230 members 
Mstep: Class 3 contains 14011 members 
Mstep: Class 4 contains 268584 members 
Mstep: Class 5 contains 4221 members 
Mstep: Class 6 contains 17699 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28444 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97291 members 
Mstep: Class 12 contains 21438 members 
Mstep: Class 13 contains 37761 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54198 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169244 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17910 members 
Mstep: Class 22 contains 36007 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777744.000000 Penalty: 77926.218750
Iteration 276Q: 24 clusters Score -1.047777e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63226 members 
Mstep: Class 3 contains 14011 members 
Mstep: Class 4 contains 268577 members 
Mstep: Class 5 contains 4221 members 
Mstep: Class 6 contains 17699 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28445 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97298 members 
Mstep: Class 12 contains 21438 members 
Mstep: Class 13 contains 37762 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54198 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169245 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17911 members 
Mstep: Class 22 contains 36007 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777752.000000 Penalty: 77926.218750
Iteration 277Q: 24 clusters Score -1.047778e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63225 members 
Mstep: Class 3 contains 14011 members 
Mstep: Class 4 contains 268571 members 
Mstep: Class 5 contains 4221 members 
Mstep: Class 6 contains 17699 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28445 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97313 members 
Mstep: Class 12 contains 21439 members 
Mstep: Class 13 contains 37762 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54196 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169239 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17910 members 
Mstep: Class 22 contains 36007 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777760.000000 Penalty: 77926.218750
Iteration 278Q: 24 clusters Score -1.047778e+08 nChanged 30
Entering ConstructFrom: 
Score: -104777760.000000 Penalty: 77926.218750
Entering ConstructFrom: 
Trying to split cluster 1 (2297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Entering Unmasked Estep 
Score: -282334.500000 Penalty: 1919.361084
	Iteration 0F: 2 clusters Score -282334.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -279505.718750 Penalty: 3838.722168
	Iteration 0F: 3 clusters Score -279505.7 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -280074.468750 Penalty: 3838.722168
	Iteration 1F: 3 clusters Score -280074.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -280189.000000 Penalty: 3838.722168
	Iteration 2F: 3 clusters Score -280189 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -280251.000000 Penalty: 3838.722168
	Iteration 3Q: 3 clusters Score -280251 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -280295.218750 Penalty: 3838.722168
	Iteration 4Q: 3 clusters Score -280295.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -280330.562500 Penalty: 3838.722168
	Iteration 5Q: 3 clusters Score -280330.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -280357.937500 Penalty: 3838.722168
	Iteration 6Q: 3 clusters Score -280357.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -280379.250000 Penalty: 3838.722168
	Iteration 7Q: 3 clusters Score -280379.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -280390.031250 Penalty: 3838.722168
	Iteration 8Q: 3 clusters Score -280390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -280398.093750 Penalty: 3838.722168
	Iteration 9Q: 3 clusters Score -280398.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -280407.000000 Penalty: 3838.722168
	Iteration 10Q: 3 clusters Score -280407 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -280411.656250 Penalty: 3838.722168
	Iteration 11Q: 3 clusters Score -280411.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -280416.062500 Penalty: 3838.722168
	Iteration 12Q: 3 clusters Score -280416.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -280420.187500 Penalty: 3838.722168
	Iteration 13Q: 3 clusters Score -280420.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -280424.375000 Penalty: 3838.722168
	Iteration 14Q: 3 clusters Score -280424.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -280426.125000 Penalty: 3838.722168
	Iteration 15Q: 3 clusters Score -280426.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -280430.281250 Penalty: 3838.722168
	Iteration 16Q: 3 clusters Score -280430.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -280430.843750 Penalty: 3838.722168
	Iteration 17Q: 3 clusters Score -280430.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -280433.156250 Penalty: 3838.722168
	Iteration 18Q: 3 clusters Score -280433.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -280433.781250 Penalty: 3838.722168
	Iteration 19Q: 3 clusters Score -280433.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -280434.281250 Penalty: 3838.722168
	Iteration 20F: 3 clusters Score -280434.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -280436.375000 Penalty: 3838.722168
	Iteration 21Q: 3 clusters Score -280436.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -280439.500000 Penalty: 3838.722168
	Iteration 22Q: 3 clusters Score -280439.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -280443.281250 Penalty: 3838.722168
	Iteration 23Q: 3 clusters Score -280443.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -280449.031250 Penalty: 3838.722168
	Iteration 24Q: 3 clusters Score -280449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -280454.343750 Penalty: 3838.722168
	Iteration 25Q: 3 clusters Score -280454.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -280457.937500 Penalty: 3838.722168
	Iteration 26Q: 3 clusters Score -280457.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -280460.375000 Penalty: 3838.722168
	Iteration 27Q: 3 clusters Score -280460.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -280462.500000 Penalty: 3838.722168
	Iteration 28Q: 3 clusters Score -280462.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -280462.843750 Penalty: 3838.722168
	Iteration 29Q: 3 clusters Score -280462.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -280463.062500 Penalty: 3838.722168
	Iteration 30Q: 3 clusters Score -280463.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -280463.656250 Penalty: 3838.722168
	Iteration 31Q: 3 clusters Score -280463.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -280463.656250 Penalty: 3838.722168
	Iteration 32F: 3 clusters Score -280463.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (63224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63224 members 
Entering Unmasked Estep 
Score: -7977910.000000 Penalty: 2741.500977
	Iteration 0F: 2 clusters Score -7977910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31703 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -7935472.500000 Penalty: 5483.001953
	Iteration 0F: 3 clusters Score -7935472 nChanged 29635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 30876 members 
Entering Unmasked Estep 
Score: -7951767.500000 Penalty: 5483.001953
	Iteration 1F: 3 clusters Score -7951768 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32732 members 
Mstep: Class 2 contains 30492 members 
Entering Unmasked Estep 
Score: -7952345.500000 Penalty: 5483.001953
	Iteration 2Q: 3 clusters Score -7952346 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
Score: -7952905.000000 Penalty: 5483.001953
	Iteration 3Q: 3 clusters Score -7952905 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34354 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -7953650.500000 Penalty: 5483.001953
	Iteration 4Q: 3 clusters Score -7953650 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 27489 members 
Entering Unmasked Estep 
Score: -7954595.000000 Penalty: 5483.001953
	Iteration 5Q: 3 clusters Score -7954595 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37684 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -7955896.500000 Penalty: 5483.001953
	Iteration 6Q: 3 clusters Score -7955896 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40318 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -7957783.500000 Penalty: 5483.001953
	Iteration 7F: 3 clusters Score -7957784 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43602 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -7960138.500000 Penalty: 5483.001953
	Iteration 8F: 3 clusters Score -7960138 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47372 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -7963161.000000 Penalty: 5483.001953
	Iteration 9F: 3 clusters Score -7963161 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51172 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -7966417.500000 Penalty: 5483.001953
	Iteration 10F: 3 clusters Score -7966418 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54585 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -7969329.500000 Penalty: 5483.001953
	Iteration 11F: 3 clusters Score -7969330 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57270 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -7971525.500000 Penalty: 5483.001953
	Iteration 12Q: 3 clusters Score -7971526 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59102 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -7972954.500000 Penalty: 5483.001953
	Iteration 13Q: 3 clusters Score -7972954 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60340 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -7973874.000000 Penalty: 5483.001953
	Iteration 14Q: 3 clusters Score -7973874 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61204 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -7974489.500000 Penalty: 5483.001953
	Iteration 15Q: 3 clusters Score -7974490 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61730 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -7974848.000000 Penalty: 5483.001953
	Iteration 16Q: 3 clusters Score -7974848 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62047 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -7975043.000000 Penalty: 5483.001953
	Iteration 17Q: 3 clusters Score -7975043 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62261 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -7975209.500000 Penalty: 5483.001953
	Iteration 18Q: 3 clusters Score -7975210 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62388 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -7975308.000000 Penalty: 5483.001953
	Iteration 19Q: 3 clusters Score -7975308 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62460 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -7975375.500000 Penalty: 5483.001953
	Iteration 20F: 3 clusters Score -7975376 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62519 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -7975440.000000 Penalty: 5483.001953
	Iteration 21Q: 3 clusters Score -7975440 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62570 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -7975476.500000 Penalty: 5483.001953
	Iteration 22Q: 3 clusters Score -7975476 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62603 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -7975513.000000 Penalty: 5483.001953
	Iteration 23Q: 3 clusters Score -7975513 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62619 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -7975522.000000 Penalty: 5483.001953
	Iteration 24Q: 3 clusters Score -7975522 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62635 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -7975538.500000 Penalty: 5483.001953
	Iteration 25Q: 3 clusters Score -7975538 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62652 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -7975545.000000 Penalty: 5483.001953
	Iteration 26Q: 3 clusters Score -7975545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62666 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -7975554.500000 Penalty: 5483.001953
	Iteration 27Q: 3 clusters Score -7975554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62672 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -7975549.500000 Penalty: 5483.001953
	Iteration 28Q: 3 clusters Score -7975550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62677 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -7975556.500000 Penalty: 5483.001953
	Iteration 29Q: 3 clusters Score -7975556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62682 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -7975569.000000 Penalty: 5483.001953
	Iteration 30Q: 3 clusters Score -7975569 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62688 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -7975558.500000 Penalty: 5483.001953
	Iteration 31Q: 3 clusters Score -7975558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62696 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -7975561.500000 Penalty: 5483.001953
	Iteration 32Q: 3 clusters Score -7975562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62698 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -7975563.000000 Penalty: 5483.001953
	Iteration 33Q: 3 clusters Score -7975563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62700 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -7975576.000000 Penalty: 5483.001953
	Iteration 34Q: 3 clusters Score -7975576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62701 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -7975577.000000 Penalty: 5483.001953
	Iteration 35Q: 3 clusters Score -7975577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62701 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -7975580.500000 Penalty: 5483.001953
	Iteration 36Q: 3 clusters Score -7975580 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62701 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -7975580.500000 Penalty: 5483.001953
	Iteration 37F: 3 clusters Score -7975580 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Entering Unmasked Estep 
Score: -1745998.125000 Penalty: 2367.822021
	Iteration 0F: 2 clusters Score -1745998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1735796.000000 Penalty: 4735.644043
	Iteration 0F: 3 clusters Score -1735796 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1739021.500000 Penalty: 4735.644043
	Iteration 1F: 3 clusters Score -1739022 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1739378.500000 Penalty: 4735.644043
	Iteration 2F: 3 clusters Score -1739378 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -1739709.125000 Penalty: 4735.644043
	Iteration 3F: 3 clusters Score -1739709 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1740004.750000 Penalty: 4735.644043
	Iteration 4Q: 3 clusters Score -1740005 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1740302.625000 Penalty: 4735.644043
	Iteration 5Q: 3 clusters Score -1740303 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1740632.875000 Penalty: 4735.644043
	Iteration 6Q: 3 clusters Score -1740633 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1741028.000000 Penalty: 4735.644043
	Iteration 7Q: 3 clusters Score -1741028 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1741474.375000 Penalty: 4735.644043
	Iteration 8Q: 3 clusters Score -1741474 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1741975.125000 Penalty: 4735.644043
	Iteration 9Q: 3 clusters Score -1741975 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1742495.875000 Penalty: 4735.644043
	Iteration 10Q: 3 clusters Score -1742496 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1742981.625000 Penalty: 4735.644043
	Iteration 11Q: 3 clusters Score -1742982 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11509 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1743327.125000 Penalty: 4735.644043
	Iteration 12Q: 3 clusters Score -1743327 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1743519.375000 Penalty: 4735.644043
	Iteration 13Q: 3 clusters Score -1743519 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1743627.125000 Penalty: 4735.644043
	Iteration 14Q: 3 clusters Score -1743627 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1743689.625000 Penalty: 4735.644043
	Iteration 15Q: 3 clusters Score -1743690 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1743727.000000 Penalty: 4735.644043
	Iteration 16Q: 3 clusters Score -1743727 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1743762.375000 Penalty: 4735.644043
	Iteration 17Q: 3 clusters Score -1743762 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1743788.000000 Penalty: 4735.644043
	Iteration 18Q: 3 clusters Score -1743788 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1743808.375000 Penalty: 4735.644043
	Iteration 19Q: 3 clusters Score -1743808 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1743830.500000 Penalty: 4735.644043
	Iteration 20F: 3 clusters Score -1743830 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1743840.125000 Penalty: 4735.644043
	Iteration 21Q: 3 clusters Score -1743840 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1743866.000000 Penalty: 4735.644043
	Iteration 22Q: 3 clusters Score -1743866 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1743887.250000 Penalty: 4735.644043
	Iteration 23Q: 3 clusters Score -1743887 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1743899.625000 Penalty: 4735.644043
	Iteration 24Q: 3 clusters Score -1743900 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1743916.250000 Penalty: 4735.644043
	Iteration 25Q: 3 clusters Score -1743916 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1743924.500000 Penalty: 4735.644043
	Iteration 26Q: 3 clusters Score -1743924 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1743935.750000 Penalty: 4735.644043
	Iteration 27Q: 3 clusters Score -1743936 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1743954.625000 Penalty: 4735.644043
	Iteration 28Q: 3 clusters Score -1743955 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1743958.125000 Penalty: 4735.644043
	Iteration 29Q: 3 clusters Score -1743958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1743968.125000 Penalty: 4735.644043
	Iteration 30Q: 3 clusters Score -1743968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1743975.125000 Penalty: 4735.644043
	Iteration 31Q: 3 clusters Score -1743975 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1743975.875000 Penalty: 4735.644043
	Iteration 32Q: 3 clusters Score -1743976 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1743978.750000 Penalty: 4735.644043
	Iteration 33Q: 3 clusters Score -1743979 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1743984.000000 Penalty: 4735.644043
	Iteration 34Q: 3 clusters Score -1743984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1743984.500000 Penalty: 4735.644043
	Iteration 35Q: 3 clusters Score -1743984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1743989.125000 Penalty: 4735.644043
	Iteration 36Q: 3 clusters Score -1743989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1743996.000000 Penalty: 4735.644043
	Iteration 37Q: 3 clusters Score -1743996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1743996.500000 Penalty: 4735.644043
	Iteration 38Q: 3 clusters Score -1743996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1743998.875000 Penalty: 4735.644043
	Iteration 39Q: 3 clusters Score -1743999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1743997.000000 Penalty: 4735.644043
	Iteration 40F: 3 clusters Score -1743997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1744001.000000 Penalty: 4735.644043
	Iteration 41Q: 3 clusters Score -1744001 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1744003.250000 Penalty: 4735.644043
	Iteration 42Q: 3 clusters Score -1744003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1744004.000000 Penalty: 4735.644043
	Iteration 43Q: 3 clusters Score -1744004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1744006.125000 Penalty: 4735.644043
	Iteration 44Q: 3 clusters Score -1744006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1744008.375000 Penalty: 4735.644043
	Iteration 45Q: 3 clusters Score -1744008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1744007.875000 Penalty: 4735.644043
	Iteration 46Q: 3 clusters Score -1744008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1744008.750000 Penalty: 4735.644043
	Iteration 47Q: 3 clusters Score -1744009 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1744009.750000 Penalty: 4735.644043
	Iteration 48Q: 3 clusters Score -1744010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1744009.875000 Penalty: 4735.644043
	Iteration 49Q: 3 clusters Score -1744010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1744012.500000 Penalty: 4735.644043
	Iteration 50Q: 3 clusters Score -1744012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1744013.875000 Penalty: 4735.644043
	Iteration 51Q: 3 clusters Score -1744014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1744018.375000 Penalty: 4735.644043
	Iteration 52Q: 3 clusters Score -1744018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1744019.250000 Penalty: 4735.644043
	Iteration 53Q: 3 clusters Score -1744019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1744020.875000 Penalty: 4735.644043
	Iteration 54Q: 3 clusters Score -1744021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1744020.875000 Penalty: 4735.644043
	Iteration 55F: 3 clusters Score -1744021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (268559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268559 members 
Entering Unmasked Estep 
Score: -33309486.000000 Penalty: 3100.204834
	Iteration 0F: 2 clusters Score -3.330949e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133808 members 
Mstep: Class 2 contains 134751 members 
Entering Unmasked Estep 
Score: -33142378.000000 Penalty: 6200.409668
	Iteration 0F: 3 clusters Score -3.314238e+07 nChanged 129606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126528 members 
Mstep: Class 2 contains 142031 members 
Entering Unmasked Estep 
Score: -33219044.000000 Penalty: 6200.409668
	Iteration 1F: 3 clusters Score -3.321904e+07 nChanged 6955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122043 members 
Mstep: Class 2 contains 146516 members 
Entering Unmasked Estep 
Score: -33220682.000000 Penalty: 6200.409668
	Iteration 2Q: 3 clusters Score -3.322068e+07 nChanged 8530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115081 members 
Mstep: Class 2 contains 153478 members 
Entering Unmasked Estep 
Score: -33223780.000000 Penalty: 6200.409668
	Iteration 3Q: 3 clusters Score -3.322378e+07 nChanged 11617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104280 members 
Mstep: Class 2 contains 164279 members 
Entering Unmasked Estep 
Score: -33229312.000000 Penalty: 6200.409668
	Iteration 4Q: 3 clusters Score -3.322931e+07 nChanged 16132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88564 members 
Mstep: Class 2 contains 179995 members 
Entering Unmasked Estep 
Score: -33239040.000000 Penalty: 6200.409668
	Iteration 5F: 3 clusters Score -3.323904e+07 nChanged 20790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67924 members 
Mstep: Class 2 contains 200635 members 
Entering Unmasked Estep 
Score: -33254192.000000 Penalty: 6200.409668
	Iteration 6F: 3 clusters Score -3.325419e+07 nChanged 22512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45498 members 
Mstep: Class 2 contains 223061 members 
Entering Unmasked Estep 
Score: -33270922.000000 Penalty: 6200.409668
	Iteration 7F: 3 clusters Score -3.327092e+07 nChanged 18454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 241467 members 
Entering Unmasked Estep 
Score: -33285712.000000 Penalty: 6200.409668
	Iteration 8F: 3 clusters Score -3.328571e+07 nChanged 12204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 253623 members 
Entering Unmasked Estep 
Score: -33295266.000000 Penalty: 6200.409668
	Iteration 9Q: 3 clusters Score -3.329527e+07 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 260469 members 
Entering Unmasked Estep 
Score: -33300662.000000 Penalty: 6200.409668
	Iteration 10Q: 3 clusters Score -3.330066e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 263878 members 
Entering Unmasked Estep 
Score: -33303384.000000 Penalty: 6200.409668
	Iteration 11Q: 3 clusters Score -3.330338e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 265588 members 
Entering Unmasked Estep 
Score: -33304952.000000 Penalty: 6200.409668
	Iteration 12Q: 3 clusters Score -3.330495e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 266445 members 
Entering Unmasked Estep 
Score: -33305728.000000 Penalty: 6200.409668
	Iteration 13Q: 3 clusters Score -3.330573e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 266876 members 
Entering Unmasked Estep 
Score: -33306100.000000 Penalty: 6200.409668
	Iteration 14Q: 3 clusters Score -3.33061e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 267135 members 
Entering Unmasked Estep 
Score: -33306352.000000 Penalty: 6200.409668
	Iteration 15Q: 3 clusters Score -3.330635e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 267285 members 
Entering Unmasked Estep 
Score: -33306522.000000 Penalty: 6200.409668
	Iteration 16Q: 3 clusters Score -3.330652e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 267410 members 
Entering Unmasked Estep 
Score: -33306626.000000 Penalty: 6200.409668
	Iteration 17Q: 3 clusters Score -3.330663e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 267493 members 
Entering Unmasked Estep 
Score: -33306722.000000 Penalty: 6200.409668
	Iteration 18Q: 3 clusters Score -3.330672e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 267542 members 
Entering Unmasked Estep 
Score: -33306766.000000 Penalty: 6200.409668
	Iteration 19Q: 3 clusters Score -3.330677e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 267578 members 
Entering Unmasked Estep 
Score: -33306796.000000 Penalty: 6200.409668
	Iteration 20F: 3 clusters Score -3.33068e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 267613 members 
Entering Unmasked Estep 
Score: -33306852.000000 Penalty: 6200.409668
	Iteration 21Q: 3 clusters Score -3.330685e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 267643 members 
Entering Unmasked Estep 
Score: -33306850.000000 Penalty: 6200.409668
	Iteration 22Q: 3 clusters Score -3.330685e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 267660 members 
Entering Unmasked Estep 
Score: -33306862.000000 Penalty: 6200.409668
	Iteration 23Q: 3 clusters Score -3.330686e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 267673 members 
Entering Unmasked Estep 
Score: -33306862.000000 Penalty: 6200.409668
	Iteration 24Q: 3 clusters Score -3.330686e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 267684 members 
Entering Unmasked Estep 
Score: -33306892.000000 Penalty: 6200.409668
	Iteration 25Q: 3 clusters Score -3.330689e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 267699 members 
Entering Unmasked Estep 
Score: -33306912.000000 Penalty: 6200.409668
	Iteration 26Q: 3 clusters Score -3.330691e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 267710 members 
Entering Unmasked Estep 
Score: -33306934.000000 Penalty: 6200.409668
	Iteration 27Q: 3 clusters Score -3.330693e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 267714 members 
Entering Unmasked Estep 
Score: -33306952.000000 Penalty: 6200.409668
	Iteration 28Q: 3 clusters Score -3.330695e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 267721 members 
Entering Unmasked Estep 
Score: -33306962.000000 Penalty: 6200.409668
	Iteration 29Q: 3 clusters Score -3.330696e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 267729 members 
Entering Unmasked Estep 
Score: -33306972.000000 Penalty: 6200.409668
	Iteration 30Q: 3 clusters Score -3.330697e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 267739 members 
Entering Unmasked Estep 
Score: -33306988.000000 Penalty: 6200.409668
	Iteration 31Q: 3 clusters Score -3.330699e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 267743 members 
Entering Unmasked Estep 
Score: -33306982.000000 Penalty: 6200.409668
	Iteration 32Q: 3 clusters Score -3.330698e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 267744 members 
Entering Unmasked Estep 
Score: -33307012.000000 Penalty: 6200.409668
	Iteration 33Q: 3 clusters Score -3.330701e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 267743 members 
Entering Unmasked Estep 
Score: -33307004.000000 Penalty: 6200.409668
	Iteration 34Q: 3 clusters Score -3.3307e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 267742 members 
Entering Unmasked Estep 
Score: -33307016.000000 Penalty: 6200.409668
	Iteration 35Q: 3 clusters Score -3.330702e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 267745 members 
Entering Unmasked Estep 
Score: -33306994.000000 Penalty: 6200.409668
	Iteration 36Q: 3 clusters Score -3.330699e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 267748 members 
Entering Unmasked Estep 
Score: -33307000.000000 Penalty: 6200.409668
	Iteration 37Q: 3 clusters Score -3.3307e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 267749 members 
Entering Unmasked Estep 
Score: -33307008.000000 Penalty: 6200.409668
	Iteration 38Q: 3 clusters Score -3.330701e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 267750 members 
Entering Unmasked Estep 
Score: -33307016.000000 Penalty: 6200.409668
	Iteration 39Q: 3 clusters Score -3.330702e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 267751 members 
Entering Unmasked Estep 
Score: -33307024.000000 Penalty: 6200.409668
	Iteration 40F: 3 clusters Score -3.330702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 267754 members 
Entering Unmasked Estep 
Score: -33307016.000000 Penalty: 6200.409668
	Iteration 41Q: 3 clusters Score -3.330702e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 267758 members 
Entering Unmasked Estep 
Score: -33307022.000000 Penalty: 6200.409668
	Iteration 42Q: 3 clusters Score -3.330702e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 267761 members 
Entering Unmasked Estep 
Score: -33307010.000000 Penalty: 6200.409668
	Iteration 43Q: 3 clusters Score -3.330701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 267763 members 
Entering Unmasked Estep 
Score: -33307022.000000 Penalty: 6200.409668
	Iteration 44Q: 3 clusters Score -3.330702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 267765 members 
Entering Unmasked Estep 
Score: -33307026.000000 Penalty: 6200.409668
	Iteration 45Q: 3 clusters Score -3.330703e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 267763 members 
Entering Unmasked Estep 
Score: -33307022.000000 Penalty: 6200.409668
	Iteration 46Q: 3 clusters Score -3.330702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 267763 members 
Entering Unmasked Estep 
Score: -33307020.000000 Penalty: 6200.409668
	Iteration 47Q: 3 clusters Score -3.330702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 267764 members 
Entering Unmasked Estep 
Score: -33307030.000000 Penalty: 6200.409668
	Iteration 48Q: 3 clusters Score -3.330703e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 267764 members 
Entering Unmasked Estep 
Score: -33307022.000000 Penalty: 6200.409668
	Iteration 49Q: 3 clusters Score -3.330702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 267766 members 
Entering Unmasked Estep 
Score: -33307024.000000 Penalty: 6200.409668
	Iteration 50Q: 3 clusters Score -3.330702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 267769 members 
Entering Unmasked Estep 
Score: -33307022.000000 Penalty: 6200.409668
	Iteration 51Q: 3 clusters Score -3.330702e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 267770 members 
Entering Unmasked Estep 
Score: -33307014.000000 Penalty: 6200.409668
	Iteration 52Q: 3 clusters Score -3.330701e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 267776 members 
Entering Unmasked Estep 
Score: -33307020.000000 Penalty: 6200.409668
	Iteration 53Q: 3 clusters Score -3.330702e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 267781 members 
Entering Unmasked Estep 
Score: -33307012.000000 Penalty: 6200.409668
	Iteration 54Q: 3 clusters Score -3.330701e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 267786 members 
Entering Unmasked Estep 
Score: -33307004.000000 Penalty: 6200.409668
	Iteration 55Q: 3 clusters Score -3.3307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 267786 members 
Entering Unmasked Estep 
Score: -33307008.000000 Penalty: 6200.409668
	Iteration 56Q: 3 clusters Score -3.330701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 267788 members 
Entering Unmasked Estep 
Score: -33307022.000000 Penalty: 6200.409668
	Iteration 57Q: 3 clusters Score -3.330702e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 267789 members 
Entering Unmasked Estep 
Score: -33307030.000000 Penalty: 6200.409668
	Iteration 58Q: 3 clusters Score -3.330703e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 267790 members 
Entering Unmasked Estep 
Score: -33307026.000000 Penalty: 6200.409668
	Iteration 59Q: 3 clusters Score -3.330703e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 267791 members 
Entering Unmasked Estep 
Score: -33307022.000000 Penalty: 6200.409668
	Iteration 60F: 3 clusters Score -3.330702e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Entering Unmasked Estep 
Score: -499712.375000 Penalty: 2070.202393
	Iteration 0F: 2 clusters Score -499712.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -495682.500000 Penalty: 4140.404785
	Iteration 0F: 3 clusters Score -495682.5 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -496586.843750 Penalty: 4140.404785
	Iteration 1F: 3 clusters Score -496586.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -496793.843750 Penalty: 4140.404785
	Iteration 2F: 3 clusters Score -496793.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -496939.156250 Penalty: 4140.404785
	Iteration 3F: 3 clusters Score -496939.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -497066.812500 Penalty: 4140.404785
	Iteration 4Q: 3 clusters Score -497066.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -497222.156250 Penalty: 4140.404785
	Iteration 5Q: 3 clusters Score -497222.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -497399.500000 Penalty: 4140.404785
	Iteration 6Q: 3 clusters Score -497399.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -497594.031250 Penalty: 4140.404785
	Iteration 7Q: 3 clusters Score -497594 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -497728.125000 Penalty: 4140.404785
	Iteration 8Q: 3 clusters Score -497728.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -497827.656250 Penalty: 4140.404785
	Iteration 9Q: 3 clusters Score -497827.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -497892.843750 Penalty: 4140.404785
	Iteration 10Q: 3 clusters Score -497892.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -497950.062500 Penalty: 4140.404785
	Iteration 11Q: 3 clusters Score -497950.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -498002.593750 Penalty: 4140.404785
	Iteration 12Q: 3 clusters Score -498002.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -498046.843750 Penalty: 4140.404785
	Iteration 13Q: 3 clusters Score -498046.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -498077.750000 Penalty: 4140.404785
	Iteration 14Q: 3 clusters Score -498077.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -498101.656250 Penalty: 4140.404785
	Iteration 15Q: 3 clusters Score -498101.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -498132.687500 Penalty: 4140.404785
	Iteration 16Q: 3 clusters Score -498132.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -498154.656250 Penalty: 4140.404785
	Iteration 17Q: 3 clusters Score -498154.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -498172.968750 Penalty: 4140.404785
	Iteration 18Q: 3 clusters Score -498173 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -498187.062500 Penalty: 4140.404785
	Iteration 19Q: 3 clusters Score -498187.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -498201.593750 Penalty: 4140.404785
	Iteration 20F: 3 clusters Score -498201.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -498214.750000 Penalty: 4140.404785
	Iteration 21Q: 3 clusters Score -498214.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -498222.125000 Penalty: 4140.404785
	Iteration 22Q: 3 clusters Score -498222.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -498229.062500 Penalty: 4140.404785
	Iteration 23Q: 3 clusters Score -498229.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -498240.312500 Penalty: 4140.404785
	Iteration 24Q: 3 clusters Score -498240.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -498249.625000 Penalty: 4140.404785
	Iteration 25Q: 3 clusters Score -498249.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -498262.468750 Penalty: 4140.404785
	Iteration 26Q: 3 clusters Score -498262.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -498283.593750 Penalty: 4140.404785
	Iteration 27Q: 3 clusters Score -498283.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -498317.312500 Penalty: 4140.404785
	Iteration 28Q: 3 clusters Score -498317.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -498336.000000 Penalty: 4140.404785
	Iteration 29Q: 3 clusters Score -498336 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -498352.218750 Penalty: 4140.404785
	Iteration 30Q: 3 clusters Score -498352.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -498360.625000 Penalty: 4140.404785
	Iteration 31Q: 3 clusters Score -498360.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -498369.093750 Penalty: 4140.404785
	Iteration 32Q: 3 clusters Score -498369.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -498375.500000 Penalty: 4140.404785
	Iteration 33Q: 3 clusters Score -498375.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -498383.937500 Penalty: 4140.404785
	Iteration 34Q: 3 clusters Score -498383.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -498392.906250 Penalty: 4140.404785
	Iteration 35Q: 3 clusters Score -498392.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -498407.937500 Penalty: 4140.404785
	Iteration 36Q: 3 clusters Score -498407.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -498417.843750 Penalty: 4140.404785
	Iteration 37Q: 3 clusters Score -498417.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -498422.625000 Penalty: 4140.404785
	Iteration 38Q: 3 clusters Score -498422.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -498429.718750 Penalty: 4140.404785
	Iteration 39Q: 3 clusters Score -498429.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -498431.687500 Penalty: 4140.404785
	Iteration 40F: 3 clusters Score -498431.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -498434.843750 Penalty: 4140.404785
	Iteration 41Q: 3 clusters Score -498434.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -498436.843750 Penalty: 4140.404785
	Iteration 42Q: 3 clusters Score -498436.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -498439.062500 Penalty: 4140.404785
	Iteration 43Q: 3 clusters Score -498439.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -498441.625000 Penalty: 4140.404785
	Iteration 44Q: 3 clusters Score -498441.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -498446.156250 Penalty: 4140.404785
	Iteration 45Q: 3 clusters Score -498446.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -498448.531250 Penalty: 4140.404785
	Iteration 46Q: 3 clusters Score -498448.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -498451.406250 Penalty: 4140.404785
	Iteration 47Q: 3 clusters Score -498451.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -498454.343750 Penalty: 4140.404785
	Iteration 48Q: 3 clusters Score -498454.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -498459.531250 Penalty: 4140.404785
	Iteration 49Q: 3 clusters Score -498459.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -498462.437500 Penalty: 4140.404785
	Iteration 50Q: 3 clusters Score -498462.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -498467.593750 Penalty: 4140.404785
	Iteration 51Q: 3 clusters Score -498467.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -498469.031250 Penalty: 4140.404785
	Iteration 52Q: 3 clusters Score -498469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -498469.468750 Penalty: 4140.404785
	Iteration 53Q: 3 clusters Score -498469.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -498470.500000 Penalty: 4140.404785
	Iteration 54Q: 3 clusters Score -498470.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -498471.781250 Penalty: 4140.404785
	Iteration 55Q: 3 clusters Score -498471.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -498472.843750 Penalty: 4140.404785
	Iteration 56Q: 3 clusters Score -498472.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -498473.625000 Penalty: 4140.404785
	Iteration 57Q: 3 clusters Score -498473.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -498475.718750 Penalty: 4140.404785
	Iteration 58Q: 3 clusters Score -498475.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -498475.906250 Penalty: 4140.404785
	Iteration 59Q: 3 clusters Score -498475.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -498477.406250 Penalty: 4140.404785
	Iteration 60F: 3 clusters Score -498477.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -498478.187500 Penalty: 4140.404785
	Iteration 61Q: 3 clusters Score -498478.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -498478.187500 Penalty: 4140.404785
	Iteration 62F: 3 clusters Score -498478.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -2225766.500000 Penalty: 2425.753418
	Iteration 0F: 2 clusters Score -2225766 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 8875 members 
Entering Unmasked Estep 
Score: -2213173.500000 Penalty: 4851.506836
	Iteration 0F: 3 clusters Score -2213174 nChanged 7750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -2217359.500000 Penalty: 4851.506836
	Iteration 1F: 3 clusters Score -2217360 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -2217687.000000 Penalty: 4851.506836
	Iteration 2F: 3 clusters Score -2217687 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -2217926.250000 Penalty: 4851.506836
	Iteration 3Q: 3 clusters Score -2217926 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -2218121.500000 Penalty: 4851.506836
	Iteration 4Q: 3 clusters Score -2218122 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -2218322.000000 Penalty: 4851.506836
	Iteration 5Q: 3 clusters Score -2218322 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -2218522.500000 Penalty: 4851.506836
	Iteration 6Q: 3 clusters Score -2218522 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -2218711.250000 Penalty: 4851.506836
	Iteration 7Q: 3 clusters Score -2218711 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -2218913.500000 Penalty: 4851.506836
	Iteration 8Q: 3 clusters Score -2218914 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2219161.500000 Penalty: 4851.506836
	Iteration 9Q: 3 clusters Score -2219162 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -2219462.500000 Penalty: 4851.506836
	Iteration 10Q: 3 clusters Score -2219462 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -2219839.250000 Penalty: 4851.506836
	Iteration 11Q: 3 clusters Score -2219839 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2220300.500000 Penalty: 4851.506836
	Iteration 12Q: 3 clusters Score -2220300 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -2220813.250000 Penalty: 4851.506836
	Iteration 13Q: 3 clusters Score -2220813 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2221307.750000 Penalty: 4851.506836
	Iteration 14Q: 3 clusters Score -2221308 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -2221722.000000 Penalty: 4851.506836
	Iteration 15Q: 3 clusters Score -2221722 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -2222029.000000 Penalty: 4851.506836
	Iteration 16Q: 3 clusters Score -2222029 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -2222241.750000 Penalty: 4851.506836
	Iteration 17Q: 3 clusters Score -2222242 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -2222377.500000 Penalty: 4851.506836
	Iteration 18Q: 3 clusters Score -2222378 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -2222463.000000 Penalty: 4851.506836
	Iteration 19Q: 3 clusters Score -2222463 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -2222530.750000 Penalty: 4851.506836
	Iteration 20F: 3 clusters Score -2222531 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -2222579.750000 Penalty: 4851.506836
	Iteration 21Q: 3 clusters Score -2222580 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -2222615.000000 Penalty: 4851.506836
	Iteration 22Q: 3 clusters Score -2222615 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -2222636.000000 Penalty: 4851.506836
	Iteration 23Q: 3 clusters Score -2222636 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -2222661.250000 Penalty: 4851.506836
	Iteration 24Q: 3 clusters Score -2222661 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -2222692.250000 Penalty: 4851.506836
	Iteration 25Q: 3 clusters Score -2222692 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -2222727.000000 Penalty: 4851.506836
	Iteration 26Q: 3 clusters Score -2222727 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -2222756.000000 Penalty: 4851.506836
	Iteration 27Q: 3 clusters Score -2222756 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -2222796.250000 Penalty: 4851.506836
	Iteration 28Q: 3 clusters Score -2222796 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -2222829.250000 Penalty: 4851.506836
	Iteration 29Q: 3 clusters Score -2222829 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -2222855.000000 Penalty: 4851.506836
	Iteration 30Q: 3 clusters Score -2222855 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -2222876.750000 Penalty: 4851.506836
	Iteration 31Q: 3 clusters Score -2222877 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -2222890.500000 Penalty: 4851.506836
	Iteration 32Q: 3 clusters Score -2222890 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -2222917.500000 Penalty: 4851.506836
	Iteration 33Q: 3 clusters Score -2222918 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -2222932.000000 Penalty: 4851.506836
	Iteration 34Q: 3 clusters Score -2222932 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -2222953.250000 Penalty: 4851.506836
	Iteration 35Q: 3 clusters Score -2222953 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -2222963.500000 Penalty: 4851.506836
	Iteration 36Q: 3 clusters Score -2222964 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -2222975.000000 Penalty: 4851.506836
	Iteration 37Q: 3 clusters Score -2222975 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -2222985.000000 Penalty: 4851.506836
	Iteration 38Q: 3 clusters Score -2222985 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -2222993.750000 Penalty: 4851.506836
	Iteration 39Q: 3 clusters Score -2222994 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -2223013.000000 Penalty: 4851.506836
	Iteration 40F: 3 clusters Score -2223013 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -2223019.500000 Penalty: 4851.506836
	Iteration 41Q: 3 clusters Score -2223020 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -2223033.500000 Penalty: 4851.506836
	Iteration 42Q: 3 clusters Score -2223034 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -2223054.750000 Penalty: 4851.506836
	Iteration 43Q: 3 clusters Score -2223055 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -2223074.750000 Penalty: 4851.506836
	Iteration 44Q: 3 clusters Score -2223075 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -2223091.000000 Penalty: 4851.506836
	Iteration 45Q: 3 clusters Score -2223091 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -2223103.250000 Penalty: 4851.506836
	Iteration 46Q: 3 clusters Score -2223103 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -2223129.250000 Penalty: 4851.506836
	Iteration 47Q: 3 clusters Score -2223129 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -2223145.250000 Penalty: 4851.506836
	Iteration 48Q: 3 clusters Score -2223145 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -2223168.250000 Penalty: 4851.506836
	Iteration 49Q: 3 clusters Score -2223168 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -2223182.750000 Penalty: 4851.506836
	Iteration 50Q: 3 clusters Score -2223183 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -2223193.250000 Penalty: 4851.506836
	Iteration 51Q: 3 clusters Score -2223193 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -2223206.500000 Penalty: 4851.506836
	Iteration 52Q: 3 clusters Score -2223206 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -2223222.250000 Penalty: 4851.506836
	Iteration 53Q: 3 clusters Score -2223222 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -2223243.750000 Penalty: 4851.506836
	Iteration 54Q: 3 clusters Score -2223244 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -2223258.000000 Penalty: 4851.506836
	Iteration 55Q: 3 clusters Score -2223258 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -2223274.000000 Penalty: 4851.506836
	Iteration 56Q: 3 clusters Score -2223274 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -2223295.250000 Penalty: 4851.506836
	Iteration 57Q: 3 clusters Score -2223295 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -2223312.000000 Penalty: 4851.506836
	Iteration 58Q: 3 clusters Score -2223312 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -2223326.000000 Penalty: 4851.506836
	Iteration 59Q: 3 clusters Score -2223326 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -2223337.000000 Penalty: 4851.506836
	Iteration 60F: 3 clusters Score -2223337 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -2223352.250000 Penalty: 4851.506836
	Iteration 61Q: 3 clusters Score -2223352 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -2223364.250000 Penalty: 4851.506836
	Iteration 62Q: 3 clusters Score -2223364 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -2223368.750000 Penalty: 4851.506836
	Iteration 63Q: 3 clusters Score -2223369 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -2223377.750000 Penalty: 4851.506836
	Iteration 64Q: 3 clusters Score -2223378 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -2223383.000000 Penalty: 4851.506836
	Iteration 65Q: 3 clusters Score -2223383 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -2223395.500000 Penalty: 4851.506836
	Iteration 66Q: 3 clusters Score -2223396 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -2223405.500000 Penalty: 4851.506836
	Iteration 67Q: 3 clusters Score -2223406 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -2223412.000000 Penalty: 4851.506836
	Iteration 68Q: 3 clusters Score -2223412 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -2223414.500000 Penalty: 4851.506836
	Iteration 69Q: 3 clusters Score -2223414 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -2223426.500000 Penalty: 4851.506836
	Iteration 70Q: 3 clusters Score -2223426 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -2223434.750000 Penalty: 4851.506836
	Iteration 71Q: 3 clusters Score -2223435 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -2223446.250000 Penalty: 4851.506836
	Iteration 72Q: 3 clusters Score -2223446 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -2223442.500000 Penalty: 4851.506836
	Iteration 73Q: 3 clusters Score -2223442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -2223443.750000 Penalty: 4851.506836
	Iteration 74Q: 3 clusters Score -2223444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -2223449.000000 Penalty: 4851.506836
	Iteration 75Q: 3 clusters Score -2223449 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -2223453.500000 Penalty: 4851.506836
	Iteration 76Q: 3 clusters Score -2223454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -2223460.500000 Penalty: 4851.506836
	Iteration 77Q: 3 clusters Score -2223460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -2223464.500000 Penalty: 4851.506836
	Iteration 78Q: 3 clusters Score -2223464 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -2223476.000000 Penalty: 4851.506836
	Iteration 79Q: 3 clusters Score -2223476 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -2223482.500000 Penalty: 4851.506836
	Iteration 80F: 3 clusters Score -2223482 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 15599 members 
Entering Unmasked Estep 
Score: -2223499.000000 Penalty: 4851.506836
	Iteration 81Q: 3 clusters Score -2223499 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -2223505.750000 Penalty: 4851.506836
	Iteration 82Q: 3 clusters Score -2223506 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -2223511.000000 Penalty: 4851.506836
	Iteration 83Q: 3 clusters Score -2223511 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -2223528.000000 Penalty: 4851.506836
	Iteration 84Q: 3 clusters Score -2223528 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -2223542.000000 Penalty: 4851.506836
	Iteration 85Q: 3 clusters Score -2223542 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -2223550.250000 Penalty: 4851.506836
	Iteration 86Q: 3 clusters Score -2223550 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 15817 members 
Entering Unmasked Estep 
Score: -2223557.500000 Penalty: 4851.506836
	Iteration 87Q: 3 clusters Score -2223558 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -2223563.500000 Penalty: 4851.506836
	Iteration 88Q: 3 clusters Score -2223564 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -2223578.250000 Penalty: 4851.506836
	Iteration 89Q: 3 clusters Score -2223578 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -2223583.000000 Penalty: 4851.506836
	Iteration 90Q: 3 clusters Score -2223583 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -2223587.250000 Penalty: 4851.506836
	Iteration 91Q: 3 clusters Score -2223587 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -2223593.750000 Penalty: 4851.506836
	Iteration 92Q: 3 clusters Score -2223594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -2223597.750000 Penalty: 4851.506836
	Iteration 93Q: 3 clusters Score -2223598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -2223596.750000 Penalty: 4851.506836
	Iteration 94Q: 3 clusters Score -2223597 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -2223599.500000 Penalty: 4851.506836
	Iteration 95Q: 3 clusters Score -2223600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -2223604.750000 Penalty: 4851.506836
	Iteration 96Q: 3 clusters Score -2223605 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -2223605.750000 Penalty: 4851.506836
	Iteration 97Q: 3 clusters Score -2223606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -2223608.000000 Penalty: 4851.506836
	Iteration 98Q: 3 clusters Score -2223608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -2223608.000000 Penalty: 4851.506836
	Iteration 99Q: 3 clusters Score -2223608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -2223612.000000 Penalty: 4851.506836
	Iteration 100F: 3 clusters Score -2223612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -2223612.250000 Penalty: 4851.506836
	Iteration 101Q: 3 clusters Score -2223612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -2223612.250000 Penalty: 4851.506836
	Iteration 102F: 3 clusters Score -2223612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Entering Unmasked Estep 
Score: -272314.656250 Penalty: 1919.576904
	Iteration 0F: 2 clusters Score -272314.7 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 1159 members 
Entering Unmasked Estep 
Score: -269507.468750 Penalty: 3839.153809
	Iteration 0F: 3 clusters Score -269507.5 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -270088.625000 Penalty: 3839.153809
	Iteration 1F: 3 clusters Score -270088.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -270217.593750 Penalty: 3839.153809
	Iteration 2F: 3 clusters Score -270217.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -270282.750000 Penalty: 3839.153809
	Iteration 3Q: 3 clusters Score -270282.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -270334.343750 Penalty: 3839.153809
	Iteration 4Q: 3 clusters Score -270334.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -270379.312500 Penalty: 3839.153809
	Iteration 5Q: 3 clusters Score -270379.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -270427.656250 Penalty: 3839.153809
	Iteration 6Q: 3 clusters Score -270427.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -270479.343750 Penalty: 3839.153809
	Iteration 7Q: 3 clusters Score -270479.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -270530.656250 Penalty: 3839.153809
	Iteration 8Q: 3 clusters Score -270530.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -270578.031250 Penalty: 3839.153809
	Iteration 9Q: 3 clusters Score -270578 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -270625.781250 Penalty: 3839.153809
	Iteration 10Q: 3 clusters Score -270625.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -270662.718750 Penalty: 3839.153809
	Iteration 11Q: 3 clusters Score -270662.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -270712.781250 Penalty: 3839.153809
	Iteration 12Q: 3 clusters Score -270712.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -270760.250000 Penalty: 3839.153809
	Iteration 13Q: 3 clusters Score -270760.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -270795.875000 Penalty: 3839.153809
	Iteration 14Q: 3 clusters Score -270795.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -270827.093750 Penalty: 3839.153809
	Iteration 15Q: 3 clusters Score -270827.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -270852.343750 Penalty: 3839.153809
	Iteration 16Q: 3 clusters Score -270852.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -270875.000000 Penalty: 3839.153809
	Iteration 17Q: 3 clusters Score -270875 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -270893.500000 Penalty: 3839.153809
	Iteration 18Q: 3 clusters Score -270893.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -270909.000000 Penalty: 3839.153809
	Iteration 19Q: 3 clusters Score -270909 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -270920.437500 Penalty: 3839.153809
	Iteration 20F: 3 clusters Score -270920.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -270929.968750 Penalty: 3839.153809
	Iteration 21Q: 3 clusters Score -270930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -270935.468750 Penalty: 3839.153809
	Iteration 22Q: 3 clusters Score -270935.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -270942.562500 Penalty: 3839.153809
	Iteration 23Q: 3 clusters Score -270942.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -270948.125000 Penalty: 3839.153809
	Iteration 24Q: 3 clusters Score -270948.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -270953.687500 Penalty: 3839.153809
	Iteration 25Q: 3 clusters Score -270953.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -270955.031250 Penalty: 3839.153809
	Iteration 26Q: 3 clusters Score -270955 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -270956.281250 Penalty: 3839.153809
	Iteration 27Q: 3 clusters Score -270956.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -270957.125000 Penalty: 3839.153809
	Iteration 28Q: 3 clusters Score -270957.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -270958.031250 Penalty: 3839.153809
	Iteration 29Q: 3 clusters Score -270958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -270958.406250 Penalty: 3839.153809
	Iteration 30Q: 3 clusters Score -270958.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -270958.687500 Penalty: 3839.153809
	Iteration 31Q: 3 clusters Score -270958.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -270961.093750 Penalty: 3839.153809
	Iteration 32Q: 3 clusters Score -270961.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -270962.062500 Penalty: 3839.153809
	Iteration 33Q: 3 clusters Score -270962.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -270963.843750 Penalty: 3839.153809
	Iteration 34Q: 3 clusters Score -270963.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -270966.906250 Penalty: 3839.153809
	Iteration 35Q: 3 clusters Score -270966.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -270971.781250 Penalty: 3839.153809
	Iteration 36Q: 3 clusters Score -270971.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -270975.250000 Penalty: 3839.153809
	Iteration 37Q: 3 clusters Score -270975.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -270977.031250 Penalty: 3839.153809
	Iteration 38Q: 3 clusters Score -270977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -270978.281250 Penalty: 3839.153809
	Iteration 39Q: 3 clusters Score -270978.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -270981.593750 Penalty: 3839.153809
	Iteration 40F: 3 clusters Score -270981.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -270983.843750 Penalty: 3839.153809
	Iteration 41Q: 3 clusters Score -270983.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -270985.750000 Penalty: 3839.153809
	Iteration 42Q: 3 clusters Score -270985.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -270987.000000 Penalty: 3839.153809
	Iteration 43Q: 3 clusters Score -270987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -270988.000000 Penalty: 3839.153809
	Iteration 44Q: 3 clusters Score -270988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -270989.593750 Penalty: 3839.153809
	Iteration 45Q: 3 clusters Score -270989.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -270991.937500 Penalty: 3839.153809
	Iteration 46Q: 3 clusters Score -270991.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -270991.937500 Penalty: 3839.153809
	Iteration 47F: 3 clusters Score -270991.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (28445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28445 members 
Entering Unmasked Estep 
Score: -3580973.500000 Penalty: 2543.420410
	Iteration 0F: 2 clusters Score -3580974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -3561461.500000 Penalty: 5086.840820
	Iteration 0F: 3 clusters Score -3561462 nChanged 12752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -3568111.000000 Penalty: 5086.840820
	Iteration 1F: 3 clusters Score -3568111 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13969 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -3568608.250000 Penalty: 5086.840820
	Iteration 2Q: 3 clusters Score -3568608 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -3569134.000000 Penalty: 5086.840820
	Iteration 3Q: 3 clusters Score -3569134 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -3569673.250000 Penalty: 5086.840820
	Iteration 4Q: 3 clusters Score -3569673 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -3570240.750000 Penalty: 5086.840820
	Iteration 5Q: 3 clusters Score -3570241 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -3570812.000000 Penalty: 5086.840820
	Iteration 6Q: 3 clusters Score -3570812 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -3571422.250000 Penalty: 5086.840820
	Iteration 7Q: 3 clusters Score -3571422 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -3572020.750000 Penalty: 5086.840820
	Iteration 8Q: 3 clusters Score -3572021 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -3572608.000000 Penalty: 5086.840820
	Iteration 9Q: 3 clusters Score -3572608 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -3573218.000000 Penalty: 5086.840820
	Iteration 10Q: 3 clusters Score -3573218 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -3573802.750000 Penalty: 5086.840820
	Iteration 11Q: 3 clusters Score -3573803 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17041 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -3574323.750000 Penalty: 5086.840820
	Iteration 12Q: 3 clusters Score -3574324 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -3574818.000000 Penalty: 5086.840820
	Iteration 13Q: 3 clusters Score -3574818 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -3575313.250000 Penalty: 5086.840820
	Iteration 14Q: 3 clusters Score -3575313 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -3575737.750000 Penalty: 5086.840820
	Iteration 15Q: 3 clusters Score -3575738 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -3576146.500000 Penalty: 5086.840820
	Iteration 16Q: 3 clusters Score -3576146 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -3576452.750000 Penalty: 5086.840820
	Iteration 17Q: 3 clusters Score -3576453 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -3576682.500000 Penalty: 5086.840820
	Iteration 18Q: 3 clusters Score -3576682 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -3576843.250000 Penalty: 5086.840820
	Iteration 19Q: 3 clusters Score -3576843 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -3576947.000000 Penalty: 5086.840820
	Iteration 20F: 3 clusters Score -3576947 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -3577080.250000 Penalty: 5086.840820
	Iteration 21Q: 3 clusters Score -3577080 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -3577197.000000 Penalty: 5086.840820
	Iteration 22Q: 3 clusters Score -3577197 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -3577333.000000 Penalty: 5086.840820
	Iteration 23Q: 3 clusters Score -3577333 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -3577452.000000 Penalty: 5086.840820
	Iteration 24Q: 3 clusters Score -3577452 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -3577557.750000 Penalty: 5086.840820
	Iteration 25Q: 3 clusters Score -3577558 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -3577670.000000 Penalty: 5086.840820
	Iteration 26Q: 3 clusters Score -3577670 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -3577785.250000 Penalty: 5086.840820
	Iteration 27Q: 3 clusters Score -3577785 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -3577919.750000 Penalty: 5086.840820
	Iteration 28Q: 3 clusters Score -3577920 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -3578091.250000 Penalty: 5086.840820
	Iteration 29Q: 3 clusters Score -3578091 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24424 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -3578200.250000 Penalty: 5086.840820
	Iteration 30Q: 3 clusters Score -3578200 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -3578316.000000 Penalty: 5086.840820
	Iteration 31Q: 3 clusters Score -3578316 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -3578439.000000 Penalty: 5086.840820
	Iteration 32Q: 3 clusters Score -3578439 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -3578581.500000 Penalty: 5086.840820
	Iteration 33Q: 3 clusters Score -3578582 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -3578675.250000 Penalty: 5086.840820
	Iteration 34Q: 3 clusters Score -3578675 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25789 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -3578776.500000 Penalty: 5086.840820
	Iteration 35Q: 3 clusters Score -3578776 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -3578876.500000 Penalty: 5086.840820
	Iteration 36Q: 3 clusters Score -3578876 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -3578953.000000 Penalty: 5086.840820
	Iteration 37Q: 3 clusters Score -3578953 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -3579031.500000 Penalty: 5086.840820
	Iteration 38Q: 3 clusters Score -3579032 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -3579111.250000 Penalty: 5086.840820
	Iteration 39Q: 3 clusters Score -3579111 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3579170.000000 Penalty: 5086.840820
	Iteration 40F: 3 clusters Score -3579170 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -3579238.750000 Penalty: 5086.840820
	Iteration 41Q: 3 clusters Score -3579239 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -3579272.750000 Penalty: 5086.840820
	Iteration 42Q: 3 clusters Score -3579273 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26986 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -3579294.500000 Penalty: 5086.840820
	Iteration 43Q: 3 clusters Score -3579294 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -3579339.750000 Penalty: 5086.840820
	Iteration 44Q: 3 clusters Score -3579340 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3579367.250000 Penalty: 5086.840820
	Iteration 45Q: 3 clusters Score -3579367 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27205 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3579400.000000 Penalty: 5086.840820
	Iteration 46Q: 3 clusters Score -3579400 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27257 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -3579424.500000 Penalty: 5086.840820
	Iteration 47Q: 3 clusters Score -3579424 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -3579439.500000 Penalty: 5086.840820
	Iteration 48Q: 3 clusters Score -3579440 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -3579448.000000 Penalty: 5086.840820
	Iteration 49Q: 3 clusters Score -3579448 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3579456.000000 Penalty: 5086.840820
	Iteration 50Q: 3 clusters Score -3579456 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3579477.500000 Penalty: 5086.840820
	Iteration 51Q: 3 clusters Score -3579478 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3579492.750000 Penalty: 5086.840820
	Iteration 52Q: 3 clusters Score -3579493 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27453 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3579496.750000 Penalty: 5086.840820
	Iteration 53Q: 3 clusters Score -3579497 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3579505.000000 Penalty: 5086.840820
	Iteration 54Q: 3 clusters Score -3579505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -3579507.500000 Penalty: 5086.840820
	Iteration 55Q: 3 clusters Score -3579508 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3579519.000000 Penalty: 5086.840820
	Iteration 56Q: 3 clusters Score -3579519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -3579516.000000 Penalty: 5086.840820
	Iteration 57Q: 3 clusters Score -3579516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -3579519.250000 Penalty: 5086.840820
	Iteration 58Q: 3 clusters Score -3579519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3579525.250000 Penalty: 5086.840820
	Iteration 59Q: 3 clusters Score -3579525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27524 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -3579527.000000 Penalty: 5086.840820
	Iteration 60F: 3 clusters Score -3579527 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3579536.500000 Penalty: 5086.840820
	Iteration 61Q: 3 clusters Score -3579536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27541 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3579536.500000 Penalty: 5086.840820
	Iteration 62Q: 3 clusters Score -3579536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3579547.000000 Penalty: 5086.840820
	Iteration 63Q: 3 clusters Score -3579547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27553 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3579550.000000 Penalty: 5086.840820
	Iteration 64Q: 3 clusters Score -3579550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27554 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3579551.500000 Penalty: 5086.840820
	Iteration 65Q: 3 clusters Score -3579552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3579556.250000 Penalty: 5086.840820
	Iteration 66Q: 3 clusters Score -3579556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3579556.500000 Penalty: 5086.840820
	Iteration 67Q: 3 clusters Score -3579556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3579554.000000 Penalty: 5086.840820
	Iteration 68Q: 3 clusters Score -3579554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -3579554.000000 Penalty: 5086.840820
	Iteration 69F: 3 clusters Score -3579554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Entering Unmasked Estep 
Score: -714206.562500 Penalty: 2142.530029
	Iteration 0F: 2 clusters Score -714206.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -709316.562500 Penalty: 4285.060059
	Iteration 0F: 3 clusters Score -709316.6 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -710444.875000 Penalty: 4285.060059
	Iteration 1F: 3 clusters Score -710444.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -710631.125000 Penalty: 4285.060059
	Iteration 2F: 3 clusters Score -710631.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -710757.875000 Penalty: 4285.060059
	Iteration 3Q: 3 clusters Score -710757.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -710840.687500 Penalty: 4285.060059
	Iteration 4Q: 3 clusters Score -710840.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -710897.125000 Penalty: 4285.060059
	Iteration 5Q: 3 clusters Score -710897.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -710934.312500 Penalty: 4285.060059
	Iteration 6Q: 3 clusters Score -710934.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -710956.625000 Penalty: 4285.060059
	Iteration 7Q: 3 clusters Score -710956.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -710979.625000 Penalty: 4285.060059
	Iteration 8Q: 3 clusters Score -710979.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -710998.812500 Penalty: 4285.060059
	Iteration 9Q: 3 clusters Score -710998.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -711012.750000 Penalty: 4285.060059
	Iteration 10Q: 3 clusters Score -711012.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -711027.625000 Penalty: 4285.060059
	Iteration 11Q: 3 clusters Score -711027.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -711039.375000 Penalty: 4285.060059
	Iteration 12Q: 3 clusters Score -711039.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -711048.000000 Penalty: 4285.060059
	Iteration 13Q: 3 clusters Score -711048 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -711056.625000 Penalty: 4285.060059
	Iteration 14Q: 3 clusters Score -711056.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -711066.000000 Penalty: 4285.060059
	Iteration 15Q: 3 clusters Score -711066 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -711074.250000 Penalty: 4285.060059
	Iteration 16Q: 3 clusters Score -711074.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -711080.375000 Penalty: 4285.060059
	Iteration 17Q: 3 clusters Score -711080.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -711088.312500 Penalty: 4285.060059
	Iteration 18Q: 3 clusters Score -711088.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -711094.812500 Penalty: 4285.060059
	Iteration 19Q: 3 clusters Score -711094.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -711099.062500 Penalty: 4285.060059
	Iteration 20F: 3 clusters Score -711099.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -711102.250000 Penalty: 4285.060059
	Iteration 21Q: 3 clusters Score -711102.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -711105.750000 Penalty: 4285.060059
	Iteration 22Q: 3 clusters Score -711105.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -711109.875000 Penalty: 4285.060059
	Iteration 23Q: 3 clusters Score -711109.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -711114.000000 Penalty: 4285.060059
	Iteration 24Q: 3 clusters Score -711114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -711114.312500 Penalty: 4285.060059
	Iteration 25Q: 3 clusters Score -711114.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -711115.500000 Penalty: 4285.060059
	Iteration 26Q: 3 clusters Score -711115.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -711117.875000 Penalty: 4285.060059
	Iteration 27Q: 3 clusters Score -711117.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -711118.812500 Penalty: 4285.060059
	Iteration 28Q: 3 clusters Score -711118.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -711118.875000 Penalty: 4285.060059
	Iteration 29Q: 3 clusters Score -711118.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -711119.625000 Penalty: 4285.060059
	Iteration 30Q: 3 clusters Score -711119.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -711123.000000 Penalty: 4285.060059
	Iteration 31Q: 3 clusters Score -711123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -711127.562500 Penalty: 4285.060059
	Iteration 32Q: 3 clusters Score -711127.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -711129.375000 Penalty: 4285.060059
	Iteration 33Q: 3 clusters Score -711129.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -711130.812500 Penalty: 4285.060059
	Iteration 34Q: 3 clusters Score -711130.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -711134.437500 Penalty: 4285.060059
	Iteration 35Q: 3 clusters Score -711134.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -711135.062500 Penalty: 4285.060059
	Iteration 36Q: 3 clusters Score -711135.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -711137.000000 Penalty: 4285.060059
	Iteration 37Q: 3 clusters Score -711137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -711137.125000 Penalty: 4285.060059
	Iteration 38Q: 3 clusters Score -711137.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -711137.750000 Penalty: 4285.060059
	Iteration 39Q: 3 clusters Score -711137.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -711140.062500 Penalty: 4285.060059
	Iteration 40F: 3 clusters Score -711140.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -711140.437500 Penalty: 4285.060059
	Iteration 41Q: 3 clusters Score -711140.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -711140.312500 Penalty: 4285.060059
	Iteration 42Q: 3 clusters Score -711140.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -711141.062500 Penalty: 4285.060059
	Iteration 43Q: 3 clusters Score -711141.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -711141.437500 Penalty: 4285.060059
	Iteration 44Q: 3 clusters Score -711141.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -711141.437500 Penalty: 4285.060059
	Iteration 45F: 3 clusters Score -711141.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Entering Unmasked Estep 
Score: -153161.890625 Penalty: 1781.411743
	Iteration 0F: 2 clusters Score -153161.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -151052.953125 Penalty: 3562.823486
	Iteration 0F: 3 clusters Score -151053 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -151431.500000 Penalty: 3562.823486
	Iteration 1F: 3 clusters Score -151431.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -151560.500000 Penalty: 3562.823486
	Iteration 2F: 3 clusters Score -151560.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -151699.390625 Penalty: 3562.823486
	Iteration 3F: 3 clusters Score -151699.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -151879.234375 Penalty: 3562.823486
	Iteration 4F: 3 clusters Score -151879.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -152015.281250 Penalty: 3562.823486
	Iteration 5F: 3 clusters Score -152015.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -152118.609375 Penalty: 3562.823486
	Iteration 6Q: 3 clusters Score -152118.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -152215.812500 Penalty: 3562.823486
	Iteration 7Q: 3 clusters Score -152215.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -152332.515625 Penalty: 3562.823486
	Iteration 8Q: 3 clusters Score -152332.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -152423.937500 Penalty: 3562.823486
	Iteration 9Q: 3 clusters Score -152423.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -152461.656250 Penalty: 3562.823486
	Iteration 10Q: 3 clusters Score -152461.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -152517.093750 Penalty: 3562.823486
	Iteration 11Q: 3 clusters Score -152517.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -152549.218750 Penalty: 3562.823486
	Iteration 12Q: 3 clusters Score -152549.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -152571.234375 Penalty: 3562.823486
	Iteration 13Q: 3 clusters Score -152571.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -152587.078125 Penalty: 3562.823486
	Iteration 14Q: 3 clusters Score -152587.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -152607.296875 Penalty: 3562.823486
	Iteration 15Q: 3 clusters Score -152607.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -152616.687500 Penalty: 3562.823486
	Iteration 16Q: 3 clusters Score -152616.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -152631.468750 Penalty: 3562.823486
	Iteration 17Q: 3 clusters Score -152631.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -152638.343750 Penalty: 3562.823486
	Iteration 18Q: 3 clusters Score -152638.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -152647.734375 Penalty: 3562.823486
	Iteration 19Q: 3 clusters Score -152647.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -152656.015625 Penalty: 3562.823486
	Iteration 20F: 3 clusters Score -152656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -152669.515625 Penalty: 3562.823486
	Iteration 21Q: 3 clusters Score -152669.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -152680.296875 Penalty: 3562.823486
	Iteration 22Q: 3 clusters Score -152680.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -152687.000000 Penalty: 3562.823486
	Iteration 23Q: 3 clusters Score -152687 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -152691.203125 Penalty: 3562.823486
	Iteration 24Q: 3 clusters Score -152691.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -152696.078125 Penalty: 3562.823486
	Iteration 25Q: 3 clusters Score -152696.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -152700.968750 Penalty: 3562.823486
	Iteration 26Q: 3 clusters Score -152701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -152703.453125 Penalty: 3562.823486
	Iteration 27Q: 3 clusters Score -152703.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -152706.562500 Penalty: 3562.823486
	Iteration 28Q: 3 clusters Score -152706.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -152713.781250 Penalty: 3562.823486
	Iteration 29Q: 3 clusters Score -152713.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -152722.859375 Penalty: 3562.823486
	Iteration 30Q: 3 clusters Score -152722.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -152735.328125 Penalty: 3562.823486
	Iteration 31Q: 3 clusters Score -152735.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -152746.203125 Penalty: 3562.823486
	Iteration 32Q: 3 clusters Score -152746.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -152763.343750 Penalty: 3562.823486
	Iteration 33Q: 3 clusters Score -152763.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -152773.968750 Penalty: 3562.823486
	Iteration 34Q: 3 clusters Score -152774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -152778.359375 Penalty: 3562.823486
	Iteration 35Q: 3 clusters Score -152778.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -152786.593750 Penalty: 3562.823486
	Iteration 36Q: 3 clusters Score -152786.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -152796.125000 Penalty: 3562.823486
	Iteration 37Q: 3 clusters Score -152796.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -152817.046875 Penalty: 3562.823486
	Iteration 38Q: 3 clusters Score -152817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -152832.265625 Penalty: 3562.823486
	Iteration 39Q: 3 clusters Score -152832.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -152842.093750 Penalty: 3562.823486
	Iteration 40F: 3 clusters Score -152842.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -152850.078125 Penalty: 3562.823486
	Iteration 41Q: 3 clusters Score -152850.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -152855.406250 Penalty: 3562.823486
	Iteration 42Q: 3 clusters Score -152855.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -152862.000000 Penalty: 3562.823486
	Iteration 43Q: 3 clusters Score -152862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -152869.921875 Penalty: 3562.823486
	Iteration 44Q: 3 clusters Score -152869.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -152878.578125 Penalty: 3562.823486
	Iteration 45Q: 3 clusters Score -152878.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -152883.531250 Penalty: 3562.823486
	Iteration 46Q: 3 clusters Score -152883.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -152888.218750 Penalty: 3562.823486
	Iteration 47Q: 3 clusters Score -152888.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -152895.640625 Penalty: 3562.823486
	Iteration 48Q: 3 clusters Score -152895.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -152900.218750 Penalty: 3562.823486
	Iteration 49Q: 3 clusters Score -152900.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -152903.687500 Penalty: 3562.823486
	Iteration 50Q: 3 clusters Score -152903.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -152905.312500 Penalty: 3562.823486
	Iteration 51Q: 3 clusters Score -152905.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -152908.187500 Penalty: 3562.823486
	Iteration 52Q: 3 clusters Score -152908.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -152911.390625 Penalty: 3562.823486
	Iteration 53Q: 3 clusters Score -152911.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -152914.312500 Penalty: 3562.823486
	Iteration 54Q: 3 clusters Score -152914.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -152916.406250 Penalty: 3562.823486
	Iteration 55Q: 3 clusters Score -152916.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -152918.546875 Penalty: 3562.823486
	Iteration 56Q: 3 clusters Score -152918.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -152921.562500 Penalty: 3562.823486
	Iteration 57Q: 3 clusters Score -152921.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -152925.828125 Penalty: 3562.823486
	Iteration 58Q: 3 clusters Score -152925.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -152931.687500 Penalty: 3562.823486
	Iteration 59Q: 3 clusters Score -152931.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -152936.328125 Penalty: 3562.823486
	Iteration 60F: 3 clusters Score -152936.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -152944.562500 Penalty: 3562.823486
	Iteration 61Q: 3 clusters Score -152944.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -152951.140625 Penalty: 3562.823486
	Iteration 62Q: 3 clusters Score -152951.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -152967.046875 Penalty: 3562.823486
	Iteration 63Q: 3 clusters Score -152967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -152983.937500 Penalty: 3562.823486
	Iteration 64Q: 3 clusters Score -152983.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -152998.546875 Penalty: 3562.823486
	Iteration 65Q: 3 clusters Score -152998.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -153010.265625 Penalty: 3562.823486
	Iteration 66Q: 3 clusters Score -153010.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -153014.906250 Penalty: 3562.823486
	Iteration 67Q: 3 clusters Score -153014.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -153019.765625 Penalty: 3562.823486
	Iteration 68Q: 3 clusters Score -153019.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -153025.156250 Penalty: 3562.823486
	Iteration 69Q: 3 clusters Score -153025.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -153029.796875 Penalty: 3562.823486
	Iteration 70Q: 3 clusters Score -153029.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -153037.828125 Penalty: 3562.823486
	Iteration 71Q: 3 clusters Score -153037.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -153046.640625 Penalty: 3562.823486
	Iteration 72Q: 3 clusters Score -153046.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -153059.343750 Penalty: 3562.823486
	Iteration 73Q: 3 clusters Score -153059.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -153061.578125 Penalty: 3562.823486
	Iteration 74Q: 3 clusters Score -153061.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -153062.984375 Penalty: 3562.823486
	Iteration 75Q: 3 clusters Score -153063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -153068.078125 Penalty: 3562.823486
	Iteration 76Q: 3 clusters Score -153068.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -153078.750000 Penalty: 3562.823486
	Iteration 77Q: 3 clusters Score -153078.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -153089.156250 Penalty: 3562.823486
	Iteration 78Q: 3 clusters Score -153089.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -153104.593750 Penalty: 3562.823486
	Iteration 79Q: 3 clusters Score -153104.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -153129.875000 Penalty: 3562.823486
	Iteration 80F: 3 clusters Score -153129.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -153161.546875 Penalty: 3562.823486
	Iteration 81Q: 3 clusters Score -153161.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -153186.656250 Penalty: 3562.823486
	Iteration 82Q: 3 clusters Score -153186.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -153215.812500 Penalty: 3562.823486
	Iteration 83Q: 3 clusters Score -153215.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -153255.640625 Penalty: 3562.823486
	Iteration 84Q: 3 clusters Score -153255.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -153301.562500 Penalty: 3562.823486
	Iteration 85Q: 3 clusters Score -153301.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -153326.546875 Penalty: 3562.823486
	Iteration 86Q: 3 clusters Score -153326.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -153335.562500 Penalty: 3562.823486
	Iteration 87Q: 3 clusters Score -153335.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -153341.671875 Penalty: 3562.823486
	Iteration 88Q: 3 clusters Score -153341.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -153344.062500 Penalty: 3562.823486
	Iteration 89Q: 3 clusters Score -153344.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -153345.968750 Penalty: 3562.823486
	Iteration 90Q: 3 clusters Score -153346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -153348.015625 Penalty: 3562.823486
	Iteration 91Q: 3 clusters Score -153348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -153349.078125 Penalty: 3562.823486
	Iteration 92Q: 3 clusters Score -153349.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -153349.078125 Penalty: 3562.823486
	Iteration 93F: 3 clusters Score -153349.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63224 members 
Mstep: Class 3 contains 14012 members 
Mstep: Class 4 contains 268559 members 
Mstep: Class 5 contains 4220 members 
Mstep: Class 6 contains 17699 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28445 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 925 members 
Mstep: Class 11 contains 97325 members 
Mstep: Class 12 contains 21440 members 
Mstep: Class 13 contains 37762 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54195 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169239 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17911 members 
Mstep: Class 22 contains 36007 members 
Mstep: Class 23 contains 6669 members 
Mstep: Class 24 contains 392 members 
Entering Unmasked Estep 
Score: -104776336.000000 Penalty: 81314.312500
Splitting cluster 10 changes total score from -104777760.000000 to -104776336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (97325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97325 members 
Entering Unmasked Estep 
Score: -12193709.000000 Penalty: 2848.481201
	Iteration 0F: 2 clusters Score -1.219371e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48485 members 
Mstep: Class 2 contains 48840 members 
Entering Unmasked Estep 
Score: -12128792.000000 Penalty: 5696.962402
	Iteration 0F: 3 clusters Score -1.212879e+07 nChanged 45929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46592 members 
Mstep: Class 2 contains 50733 members 
Entering Unmasked Estep 
Score: -12154868.000000 Penalty: 5696.962402
	Iteration 1F: 3 clusters Score -1.215487e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45541 members 
Mstep: Class 2 contains 51784 members 
Entering Unmasked Estep 
Score: -12155769.000000 Penalty: 5696.962402
	Iteration 2Q: 3 clusters Score -1.215577e+07 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44051 members 
Mstep: Class 2 contains 53274 members 
Entering Unmasked Estep 
Score: -12156883.000000 Penalty: 5696.962402
	Iteration 3Q: 3 clusters Score -1.215688e+07 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41850 members 
Mstep: Class 2 contains 55475 members 
Entering Unmasked Estep 
Score: -12158238.000000 Penalty: 5696.962402
	Iteration 4Q: 3 clusters Score -1.215824e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38843 members 
Mstep: Class 2 contains 58482 members 
Entering Unmasked Estep 
Score: -12160057.000000 Penalty: 5696.962402
	Iteration 5Q: 3 clusters Score -1.216006e+07 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34821 members 
Mstep: Class 2 contains 62504 members 
Entering Unmasked Estep 
Score: -12162738.000000 Penalty: 5696.962402
	Iteration 6Q: 3 clusters Score -1.216274e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 67763 members 
Entering Unmasked Estep 
Score: -12166711.000000 Penalty: 5696.962402
	Iteration 7F: 3 clusters Score -1.216671e+07 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 73976 members 
Entering Unmasked Estep 
Score: -12171809.000000 Penalty: 5696.962402
	Iteration 8F: 3 clusters Score -1.217181e+07 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 80502 members 
Entering Unmasked Estep 
Score: -12177438.000000 Penalty: 5696.962402
	Iteration 9F: 3 clusters Score -1.217744e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 86307 members 
Entering Unmasked Estep 
Score: -12182449.000000 Penalty: 5696.962402
	Iteration 10F: 3 clusters Score -1.218245e+07 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 90747 members 
Entering Unmasked Estep 
Score: -12186184.000000 Penalty: 5696.962402
	Iteration 11Q: 3 clusters Score -1.218618e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 93550 members 
Entering Unmasked Estep 
Score: -12188503.000000 Penalty: 5696.962402
	Iteration 12Q: 3 clusters Score -1.21885e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 95169 members 
Entering Unmasked Estep 
Score: -12189821.000000 Penalty: 5696.962402
	Iteration 13Q: 3 clusters Score -1.218982e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 95934 members 
Entering Unmasked Estep 
Score: -12190381.000000 Penalty: 5696.962402
	Iteration 14Q: 3 clusters Score -1.219038e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 96317 members 
Entering Unmasked Estep 
Score: -12190730.000000 Penalty: 5696.962402
	Iteration 15Q: 3 clusters Score -1.219073e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 96503 members 
Entering Unmasked Estep 
Score: -12190949.000000 Penalty: 5696.962402
	Iteration 16Q: 3 clusters Score -1.219095e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 96614 members 
Entering Unmasked Estep 
Score: -12191072.000000 Penalty: 5696.962402
	Iteration 17Q: 3 clusters Score -1.219107e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 96688 members 
Entering Unmasked Estep 
Score: -12191154.000000 Penalty: 5696.962402
	Iteration 18Q: 3 clusters Score -1.219115e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 96730 members 
Entering Unmasked Estep 
Score: -12191207.000000 Penalty: 5696.962402
	Iteration 19Q: 3 clusters Score -1.219121e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 96767 members 
Entering Unmasked Estep 
Score: -12191266.000000 Penalty: 5696.962402
	Iteration 20F: 3 clusters Score -1.219127e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 96789 members 
Entering Unmasked Estep 
Score: -12191290.000000 Penalty: 5696.962402
	Iteration 21Q: 3 clusters Score -1.219129e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 96806 members 
Entering Unmasked Estep 
Score: -12191314.000000 Penalty: 5696.962402
	Iteration 22Q: 3 clusters Score -1.219131e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 96818 members 
Entering Unmasked Estep 
Score: -12191328.000000 Penalty: 5696.962402
	Iteration 23Q: 3 clusters Score -1.219133e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 96825 members 
Entering Unmasked Estep 
Score: -12191341.000000 Penalty: 5696.962402
	Iteration 24Q: 3 clusters Score -1.219134e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 96826 members 
Entering Unmasked Estep 
Score: -12191350.000000 Penalty: 5696.962402
	Iteration 25Q: 3 clusters Score -1.219135e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 96832 members 
Entering Unmasked Estep 
Score: -12191351.000000 Penalty: 5696.962402
	Iteration 26Q: 3 clusters Score -1.219135e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 96840 members 
Entering Unmasked Estep 
Score: -12191352.000000 Penalty: 5696.962402
	Iteration 27Q: 3 clusters Score -1.219135e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 96843 members 
Entering Unmasked Estep 
Score: -12191368.000000 Penalty: 5696.962402
	Iteration 28Q: 3 clusters Score -1.219137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 96844 members 
Entering Unmasked Estep 
Score: -12191366.000000 Penalty: 5696.962402
	Iteration 29Q: 3 clusters Score -1.219137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 96844 members 
Entering Unmasked Estep 
Score: -12191359.000000 Penalty: 5696.962402
	Iteration 30Q: 3 clusters Score -1.219136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 96845 members 
Entering Unmasked Estep 
Score: -12191367.000000 Penalty: 5696.962402
	Iteration 31Q: 3 clusters Score -1.219137e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 96846 members 
Entering Unmasked Estep 
Score: -12191361.000000 Penalty: 5696.962402
	Iteration 32Q: 3 clusters Score -1.219136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 96847 members 
Entering Unmasked Estep 
Score: -12191359.000000 Penalty: 5696.962402
	Iteration 33Q: 3 clusters Score -1.219136e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 96847 members 
Entering Unmasked Estep 
Score: -12191359.000000 Penalty: 5696.962402
	Iteration 34F: 3 clusters Score -1.219136e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Entering Unmasked Estep 
Score: -2585609.750000 Penalty: 2473.307373
	Iteration 0F: 2 clusters Score -2585610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -2570666.000000 Penalty: 4946.614746
	Iteration 0F: 3 clusters Score -2570666 nChanged 9449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2575707.000000 Penalty: 4946.614746
	Iteration 1F: 3 clusters Score -2575707 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -2576080.750000 Penalty: 4946.614746
	Iteration 2F: 3 clusters Score -2576081 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -2576367.250000 Penalty: 4946.614746
	Iteration 3Q: 3 clusters Score -2576367 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -2576628.750000 Penalty: 4946.614746
	Iteration 4Q: 3 clusters Score -2576629 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -2576895.500000 Penalty: 4946.614746
	Iteration 5Q: 3 clusters Score -2576896 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -2577167.000000 Penalty: 4946.614746
	Iteration 6Q: 3 clusters Score -2577167 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -2577421.500000 Penalty: 4946.614746
	Iteration 7Q: 3 clusters Score -2577422 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -2577731.000000 Penalty: 4946.614746
	Iteration 8Q: 3 clusters Score -2577731 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -2578091.000000 Penalty: 4946.614746
	Iteration 9Q: 3 clusters Score -2578091 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -2578448.500000 Penalty: 4946.614746
	Iteration 10Q: 3 clusters Score -2578448 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -2578783.750000 Penalty: 4946.614746
	Iteration 11Q: 3 clusters Score -2578784 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -2579097.500000 Penalty: 4946.614746
	Iteration 12Q: 3 clusters Score -2579098 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -2579400.750000 Penalty: 4946.614746
	Iteration 13Q: 3 clusters Score -2579401 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -2579674.500000 Penalty: 4946.614746
	Iteration 14Q: 3 clusters Score -2579674 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -2579893.500000 Penalty: 4946.614746
	Iteration 15Q: 3 clusters Score -2579894 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -2580120.750000 Penalty: 4946.614746
	Iteration 16Q: 3 clusters Score -2580121 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -2580306.750000 Penalty: 4946.614746
	Iteration 17Q: 3 clusters Score -2580307 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -2580468.000000 Penalty: 4946.614746
	Iteration 18Q: 3 clusters Score -2580468 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -2580629.250000 Penalty: 4946.614746
	Iteration 19Q: 3 clusters Score -2580629 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -2580811.750000 Penalty: 4946.614746
	Iteration 20F: 3 clusters Score -2580812 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -2581006.500000 Penalty: 4946.614746
	Iteration 21Q: 3 clusters Score -2581006 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -2581212.000000 Penalty: 4946.614746
	Iteration 22Q: 3 clusters Score -2581212 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -2581397.750000 Penalty: 4946.614746
	Iteration 23Q: 3 clusters Score -2581398 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -2581616.250000 Penalty: 4946.614746
	Iteration 24Q: 3 clusters Score -2581616 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -2581812.750000 Penalty: 4946.614746
	Iteration 25Q: 3 clusters Score -2581813 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -2582022.500000 Penalty: 4946.614746
	Iteration 26Q: 3 clusters Score -2582022 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -2582242.250000 Penalty: 4946.614746
	Iteration 27Q: 3 clusters Score -2582242 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -2582420.750000 Penalty: 4946.614746
	Iteration 28Q: 3 clusters Score -2582421 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -2582579.000000 Penalty: 4946.614746
	Iteration 29Q: 3 clusters Score -2582579 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -2582720.250000 Penalty: 4946.614746
	Iteration 30Q: 3 clusters Score -2582720 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -2582864.250000 Penalty: 4946.614746
	Iteration 31Q: 3 clusters Score -2582864 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -2582986.250000 Penalty: 4946.614746
	Iteration 32Q: 3 clusters Score -2582986 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -2583062.750000 Penalty: 4946.614746
	Iteration 33Q: 3 clusters Score -2583063 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -2583138.500000 Penalty: 4946.614746
	Iteration 34Q: 3 clusters Score -2583138 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -2583198.750000 Penalty: 4946.614746
	Iteration 35Q: 3 clusters Score -2583199 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 19713 members 
Entering Unmasked Estep 
Score: -2583257.750000 Penalty: 4946.614746
	Iteration 36Q: 3 clusters Score -2583258 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -2583311.750000 Penalty: 4946.614746
	Iteration 37Q: 3 clusters Score -2583312 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 19910 members 
Entering Unmasked Estep 
Score: -2583357.250000 Penalty: 4946.614746
	Iteration 38Q: 3 clusters Score -2583357 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -2583393.750000 Penalty: 4946.614746
	Iteration 39Q: 3 clusters Score -2583394 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -2583427.000000 Penalty: 4946.614746
	Iteration 40F: 3 clusters Score -2583427 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -2583450.500000 Penalty: 4946.614746
	Iteration 41Q: 3 clusters Score -2583450 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -2583469.750000 Penalty: 4946.614746
	Iteration 42Q: 3 clusters Score -2583470 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -2583486.250000 Penalty: 4946.614746
	Iteration 43Q: 3 clusters Score -2583486 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -2583502.250000 Penalty: 4946.614746
	Iteration 44Q: 3 clusters Score -2583502 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -2583511.000000 Penalty: 4946.614746
	Iteration 45Q: 3 clusters Score -2583511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -2583511.750000 Penalty: 4946.614746
	Iteration 46Q: 3 clusters Score -2583512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -2583516.750000 Penalty: 4946.614746
	Iteration 47Q: 3 clusters Score -2583517 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -2583527.500000 Penalty: 4946.614746
	Iteration 48Q: 3 clusters Score -2583528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -2583527.500000 Penalty: 4946.614746
	Iteration 49Q: 3 clusters Score -2583528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -2583535.250000 Penalty: 4946.614746
	Iteration 50Q: 3 clusters Score -2583535 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -2583541.250000 Penalty: 4946.614746
	Iteration 51Q: 3 clusters Score -2583541 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -2583549.750000 Penalty: 4946.614746
	Iteration 52Q: 3 clusters Score -2583550 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -2583559.000000 Penalty: 4946.614746
	Iteration 53Q: 3 clusters Score -2583559 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -2583565.250000 Penalty: 4946.614746
	Iteration 54Q: 3 clusters Score -2583565 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -2583578.500000 Penalty: 4946.614746
	Iteration 55Q: 3 clusters Score -2583578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -2583583.750000 Penalty: 4946.614746
	Iteration 56Q: 3 clusters Score -2583584 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -2583590.750000 Penalty: 4946.614746
	Iteration 57Q: 3 clusters Score -2583591 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -2583591.500000 Penalty: 4946.614746
	Iteration 58Q: 3 clusters Score -2583592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -2583599.500000 Penalty: 4946.614746
	Iteration 59Q: 3 clusters Score -2583600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -2583603.500000 Penalty: 4946.614746
	Iteration 60F: 3 clusters Score -2583604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -2583601.250000 Penalty: 4946.614746
	Iteration 61Q: 3 clusters Score -2583601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -2583601.500000 Penalty: 4946.614746
	Iteration 62Q: 3 clusters Score -2583602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -2583599.250000 Penalty: 4946.614746
	Iteration 63Q: 3 clusters Score -2583599 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -2583602.250000 Penalty: 4946.614746
	Iteration 64Q: 3 clusters Score -2583602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -2583602.250000 Penalty: 4946.614746
	Iteration 65F: 3 clusters Score -2583602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (37762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37762 members 
Entering Unmasked Estep 
Score: -4773624.000000 Penalty: 2613.686523
	Iteration 0F: 2 clusters Score -4773624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -4748052.000000 Penalty: 5227.373047
	Iteration 0F: 3 clusters Score -4748052 nChanged 17161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -4757346.500000 Penalty: 5227.373047
	Iteration 1F: 3 clusters Score -4757346 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -4757738.000000 Penalty: 5227.373047
	Iteration 2Q: 3 clusters Score -4757738 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19849 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -4758053.000000 Penalty: 5227.373047
	Iteration 3Q: 3 clusters Score -4758053 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -4758388.000000 Penalty: 5227.373047
	Iteration 4Q: 3 clusters Score -4758388 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -4758738.500000 Penalty: 5227.373047
	Iteration 5Q: 3 clusters Score -4758738 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -4759156.500000 Penalty: 5227.373047
	Iteration 6Q: 3 clusters Score -4759156 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -4759704.000000 Penalty: 5227.373047
	Iteration 7Q: 3 clusters Score -4759704 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -4760484.500000 Penalty: 5227.373047
	Iteration 8Q: 3 clusters Score -4760484 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -4761652.500000 Penalty: 5227.373047
	Iteration 9F: 3 clusters Score -4761652 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28121 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -4763231.000000 Penalty: 5227.373047
	Iteration 10F: 3 clusters Score -4763231 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -4765219.000000 Penalty: 5227.373047
	Iteration 11F: 3 clusters Score -4765219 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33026 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -4767341.500000 Penalty: 5227.373047
	Iteration 12F: 3 clusters Score -4767342 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -4769079.000000 Penalty: 5227.373047
	Iteration 13F: 3 clusters Score -4769079 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36214 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -4770179.000000 Penalty: 5227.373047
	Iteration 14Q: 3 clusters Score -4770179 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -4770731.500000 Penalty: 5227.373047
	Iteration 15Q: 3 clusters Score -4770732 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -4770989.500000 Penalty: 5227.373047
	Iteration 16Q: 3 clusters Score -4770990 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37278 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -4771116.500000 Penalty: 5227.373047
	Iteration 17Q: 3 clusters Score -4771116 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37356 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4771184.500000 Penalty: 5227.373047
	Iteration 18Q: 3 clusters Score -4771184 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37392 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -4771221.000000 Penalty: 5227.373047
	Iteration 19Q: 3 clusters Score -4771221 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37405 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4771243.500000 Penalty: 5227.373047
	Iteration 20F: 3 clusters Score -4771244 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37419 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -4771270.000000 Penalty: 5227.373047
	Iteration 21Q: 3 clusters Score -4771270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4771287.000000 Penalty: 5227.373047
	Iteration 22Q: 3 clusters Score -4771287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37429 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4771299.000000 Penalty: 5227.373047
	Iteration 23Q: 3 clusters Score -4771299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37434 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4771304.000000 Penalty: 5227.373047
	Iteration 24Q: 3 clusters Score -4771304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37434 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4771310.000000 Penalty: 5227.373047
	Iteration 25Q: 3 clusters Score -4771310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37434 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -4771313.000000 Penalty: 5227.373047
	Iteration 26Q: 3 clusters Score -4771313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37437 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -4771316.000000 Penalty: 5227.373047
	Iteration 27Q: 3 clusters Score -4771316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4771317.500000 Penalty: 5227.373047
	Iteration 28Q: 3 clusters Score -4771318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4771317.500000 Penalty: 5227.373047
	Iteration 29F: 3 clusters Score -4771318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Entering Unmasked Estep 
Score: -542613.562500 Penalty: 2091.962402
	Iteration 0F: 2 clusters Score -542613.6 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 2236 members 
Entering Unmasked Estep 
Score: -538336.437500 Penalty: 4183.924805
	Iteration 0F: 3 clusters Score -538336.4 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -539364.062500 Penalty: 4183.924805
	Iteration 1F: 3 clusters Score -539364.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -539574.812500 Penalty: 4183.924805
	Iteration 2F: 3 clusters Score -539574.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -539732.312500 Penalty: 4183.924805
	Iteration 3Q: 3 clusters Score -539732.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -539856.875000 Penalty: 4183.924805
	Iteration 4Q: 3 clusters Score -539856.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -539972.937500 Penalty: 4183.924805
	Iteration 5Q: 3 clusters Score -539972.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -540063.375000 Penalty: 4183.924805
	Iteration 6Q: 3 clusters Score -540063.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -540140.500000 Penalty: 4183.924805
	Iteration 7Q: 3 clusters Score -540140.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -540216.187500 Penalty: 4183.924805
	Iteration 8Q: 3 clusters Score -540216.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -540274.750000 Penalty: 4183.924805
	Iteration 9Q: 3 clusters Score -540274.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -540328.125000 Penalty: 4183.924805
	Iteration 10Q: 3 clusters Score -540328.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -540381.750000 Penalty: 4183.924805
	Iteration 11Q: 3 clusters Score -540381.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -540447.375000 Penalty: 4183.924805
	Iteration 12Q: 3 clusters Score -540447.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -540518.812500 Penalty: 4183.924805
	Iteration 13Q: 3 clusters Score -540518.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -540584.687500 Penalty: 4183.924805
	Iteration 14Q: 3 clusters Score -540584.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -540634.375000 Penalty: 4183.924805
	Iteration 15Q: 3 clusters Score -540634.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -540672.750000 Penalty: 4183.924805
	Iteration 16Q: 3 clusters Score -540672.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -540707.750000 Penalty: 4183.924805
	Iteration 17Q: 3 clusters Score -540707.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -540738.562500 Penalty: 4183.924805
	Iteration 18Q: 3 clusters Score -540738.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -540777.062500 Penalty: 4183.924805
	Iteration 19Q: 3 clusters Score -540777.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -540813.750000 Penalty: 4183.924805
	Iteration 20F: 3 clusters Score -540813.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -540846.437500 Penalty: 4183.924805
	Iteration 21Q: 3 clusters Score -540846.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -540873.812500 Penalty: 4183.924805
	Iteration 22Q: 3 clusters Score -540873.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -540896.687500 Penalty: 4183.924805
	Iteration 23Q: 3 clusters Score -540896.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -540920.750000 Penalty: 4183.924805
	Iteration 24Q: 3 clusters Score -540920.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -540938.437500 Penalty: 4183.924805
	Iteration 25Q: 3 clusters Score -540938.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -540953.312500 Penalty: 4183.924805
	Iteration 26Q: 3 clusters Score -540953.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -540971.750000 Penalty: 4183.924805
	Iteration 27Q: 3 clusters Score -540971.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -540988.000000 Penalty: 4183.924805
	Iteration 28Q: 3 clusters Score -540988 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -541005.750000 Penalty: 4183.924805
	Iteration 29Q: 3 clusters Score -541005.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -541020.875000 Penalty: 4183.924805
	Iteration 30Q: 3 clusters Score -541020.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -541028.187500 Penalty: 4183.924805
	Iteration 31Q: 3 clusters Score -541028.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -541035.187500 Penalty: 4183.924805
	Iteration 32Q: 3 clusters Score -541035.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -541042.875000 Penalty: 4183.924805
	Iteration 33Q: 3 clusters Score -541042.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -541048.687500 Penalty: 4183.924805
	Iteration 34Q: 3 clusters Score -541048.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -541054.125000 Penalty: 4183.924805
	Iteration 35Q: 3 clusters Score -541054.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -541059.062500 Penalty: 4183.924805
	Iteration 36Q: 3 clusters Score -541059.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -541066.375000 Penalty: 4183.924805
	Iteration 37Q: 3 clusters Score -541066.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -541073.125000 Penalty: 4183.924805
	Iteration 38Q: 3 clusters Score -541073.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -541077.500000 Penalty: 4183.924805
	Iteration 39Q: 3 clusters Score -541077.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -541085.062500 Penalty: 4183.924805
	Iteration 40F: 3 clusters Score -541085.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -541091.812500 Penalty: 4183.924805
	Iteration 41Q: 3 clusters Score -541091.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -541097.812500 Penalty: 4183.924805
	Iteration 42Q: 3 clusters Score -541097.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -541101.062500 Penalty: 4183.924805
	Iteration 43Q: 3 clusters Score -541101.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -541103.312500 Penalty: 4183.924805
	Iteration 44Q: 3 clusters Score -541103.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -541105.750000 Penalty: 4183.924805
	Iteration 45Q: 3 clusters Score -541105.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -541110.000000 Penalty: 4183.924805
	Iteration 46Q: 3 clusters Score -541110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -541112.937500 Penalty: 4183.924805
	Iteration 47Q: 3 clusters Score -541112.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -541117.187500 Penalty: 4183.924805
	Iteration 48Q: 3 clusters Score -541117.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -541121.187500 Penalty: 4183.924805
	Iteration 49Q: 3 clusters Score -541121.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -541129.000000 Penalty: 4183.924805
	Iteration 50Q: 3 clusters Score -541129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -541135.000000 Penalty: 4183.924805
	Iteration 51Q: 3 clusters Score -541135 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -541140.750000 Penalty: 4183.924805
	Iteration 52Q: 3 clusters Score -541140.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -541147.812500 Penalty: 4183.924805
	Iteration 53Q: 3 clusters Score -541147.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -541152.187500 Penalty: 4183.924805
	Iteration 54Q: 3 clusters Score -541152.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -541155.500000 Penalty: 4183.924805
	Iteration 55Q: 3 clusters Score -541155.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -541161.500000 Penalty: 4183.924805
	Iteration 56Q: 3 clusters Score -541161.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -541167.625000 Penalty: 4183.924805
	Iteration 57Q: 3 clusters Score -541167.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -541170.687500 Penalty: 4183.924805
	Iteration 58Q: 3 clusters Score -541170.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -541172.312500 Penalty: 4183.924805
	Iteration 59Q: 3 clusters Score -541172.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -541175.875000 Penalty: 4183.924805
	Iteration 60F: 3 clusters Score -541175.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -541180.500000 Penalty: 4183.924805
	Iteration 61Q: 3 clusters Score -541180.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -541181.562500 Penalty: 4183.924805
	Iteration 62Q: 3 clusters Score -541181.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -541183.875000 Penalty: 4183.924805
	Iteration 63Q: 3 clusters Score -541183.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -541187.750000 Penalty: 4183.924805
	Iteration 64Q: 3 clusters Score -541187.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -541189.687500 Penalty: 4183.924805
	Iteration 65Q: 3 clusters Score -541189.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -541191.062500 Penalty: 4183.924805
	Iteration 66Q: 3 clusters Score -541191.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -541194.187500 Penalty: 4183.924805
	Iteration 67Q: 3 clusters Score -541194.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -541195.000000 Penalty: 4183.924805
	Iteration 68Q: 3 clusters Score -541195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -541196.125000 Penalty: 4183.924805
	Iteration 69Q: 3 clusters Score -541196.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -541197.750000 Penalty: 4183.924805
	Iteration 70Q: 3 clusters Score -541197.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -541200.750000 Penalty: 4183.924805
	Iteration 71Q: 3 clusters Score -541200.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -541200.750000 Penalty: 4183.924805
	Iteration 72Q: 3 clusters Score -541200.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -541200.500000 Penalty: 4183.924805
	Iteration 73Q: 3 clusters Score -541200.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -541201.500000 Penalty: 4183.924805
	Iteration 74Q: 3 clusters Score -541201.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -541201.500000 Penalty: 4183.924805
	Iteration 75F: 3 clusters Score -541201.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -59574.242188 Penalty: 1549.514648
	Iteration 0F: 2 clusters Score -59574.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -58107.742188 Penalty: 3099.029297
	Iteration 0F: 3 clusters Score -58107.74 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -58293.796875 Penalty: 3099.029297
	Iteration 1F: 3 clusters Score -58293.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -58345.769531 Penalty: 3099.029297
	Iteration 2F: 3 clusters Score -58345.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -58363.628906 Penalty: 3099.029297
	Iteration 3Q: 3 clusters Score -58363.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -58369.851562 Penalty: 3099.029297
	Iteration 4Q: 3 clusters Score -58369.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -58383.406250 Penalty: 3099.029297
	Iteration 5Q: 3 clusters Score -58383.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -58384.449219 Penalty: 3099.029297
	Iteration 6Q: 3 clusters Score -58384.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -58387.273438 Penalty: 3099.029297
	Iteration 7Q: 3 clusters Score -58387.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -58398.308594 Penalty: 3099.029297
	Iteration 8Q: 3 clusters Score -58398.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -58402.539062 Penalty: 3099.029297
	Iteration 9Q: 3 clusters Score -58402.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -58408.406250 Penalty: 3099.029297
	Iteration 10Q: 3 clusters Score -58408.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -58409.398438 Penalty: 3099.029297
	Iteration 11Q: 3 clusters Score -58409.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -58409.398438 Penalty: 3099.029297
	Iteration 12F: 3 clusters Score -58409.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (54195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54195 members 
Entering Unmasked Estep 
Score: -6573486.000000 Penalty: 2703.285400
	Iteration 0F: 2 clusters Score -6573486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -6537082.000000 Penalty: 5406.570801
	Iteration 0F: 3 clusters Score -6537082 nChanged 25248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 26103 members 
Entering Unmasked Estep 
Score: -6550968.000000 Penalty: 5406.570801
	Iteration 1F: 3 clusters Score -6550968 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -6551502.500000 Penalty: 5406.570801
	Iteration 2Q: 3 clusters Score -6551502 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -6551959.000000 Penalty: 5406.570801
	Iteration 3Q: 3 clusters Score -6551959 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30260 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -6552493.000000 Penalty: 5406.570801
	Iteration 4Q: 3 clusters Score -6552493 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31675 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -6553179.500000 Penalty: 5406.570801
	Iteration 5Q: 3 clusters Score -6553180 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33615 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -6554100.500000 Penalty: 5406.570801
	Iteration 6Q: 3 clusters Score -6554100 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36286 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -6555608.500000 Penalty: 5406.570801
	Iteration 7F: 3 clusters Score -6555608 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39861 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -6557952.000000 Penalty: 5406.570801
	Iteration 8F: 3 clusters Score -6557952 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44143 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -6561486.500000 Penalty: 5406.570801
	Iteration 9F: 3 clusters Score -6561486 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48401 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -6565466.000000 Penalty: 5406.570801
	Iteration 10F: 3 clusters Score -6565466 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51625 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -6568618.000000 Penalty: 5406.570801
	Iteration 11F: 3 clusters Score -6568618 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53224 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -6570186.000000 Penalty: 5406.570801
	Iteration 12Q: 3 clusters Score -6570186 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53776 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -6570769.000000 Penalty: 5406.570801
	Iteration 13Q: 3 clusters Score -6570769 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53919 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -6570966.000000 Penalty: 5406.570801
	Iteration 14Q: 3 clusters Score -6570966 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53960 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -6571032.500000 Penalty: 5406.570801
	Iteration 15Q: 3 clusters Score -6571032 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53969 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -6571051.500000 Penalty: 5406.570801
	Iteration 16Q: 3 clusters Score -6571052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53975 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -6571058.500000 Penalty: 5406.570801
	Iteration 17Q: 3 clusters Score -6571058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53982 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -6571087.500000 Penalty: 5406.570801
	Iteration 18Q: 3 clusters Score -6571088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53981 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -6571085.500000 Penalty: 5406.570801
	Iteration 19Q: 3 clusters Score -6571086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53981 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -6571093.000000 Penalty: 5406.570801
	Iteration 20F: 3 clusters Score -6571093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53983 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -6571095.000000 Penalty: 5406.570801
	Iteration 21Q: 3 clusters Score -6571095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53984 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -6571098.500000 Penalty: 5406.570801
	Iteration 22Q: 3 clusters Score -6571098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53985 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -6571098.000000 Penalty: 5406.570801
	Iteration 23Q: 3 clusters Score -6571098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53985 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -6571098.000000 Penalty: 5406.570801
	Iteration 24F: 3 clusters Score -6571098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Entering Unmasked Estep 
Score: -106771.148438 Penalty: 1692.174927
	Iteration 0F: 2 clusters Score -106771.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -104909.359375 Penalty: 3384.349854
	Iteration 0F: 3 clusters Score -104909.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -105208.625000 Penalty: 3384.349854
	Iteration 1F: 3 clusters Score -105208.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -105412.296875 Penalty: 3384.349854
	Iteration 2F: 3 clusters Score -105412.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -105500.648438 Penalty: 3384.349854
	Iteration 3F: 3 clusters Score -105500.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -105547.093750 Penalty: 3384.349854
	Iteration 4Q: 3 clusters Score -105547.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -105626.281250 Penalty: 3384.349854
	Iteration 5Q: 3 clusters Score -105626.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -105697.046875 Penalty: 3384.349854
	Iteration 6Q: 3 clusters Score -105697 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -105732.070312 Penalty: 3384.349854
	Iteration 7Q: 3 clusters Score -105732.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -105761.601562 Penalty: 3384.349854
	Iteration 8Q: 3 clusters Score -105761.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -105778.164062 Penalty: 3384.349854
	Iteration 9Q: 3 clusters Score -105778.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -105795.187500 Penalty: 3384.349854
	Iteration 10Q: 3 clusters Score -105795.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -105807.867188 Penalty: 3384.349854
	Iteration 11Q: 3 clusters Score -105807.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -105825.492188 Penalty: 3384.349854
	Iteration 12Q: 3 clusters Score -105825.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -105843.273438 Penalty: 3384.349854
	Iteration 13Q: 3 clusters Score -105843.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -105859.484375 Penalty: 3384.349854
	Iteration 14Q: 3 clusters Score -105859.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -105873.265625 Penalty: 3384.349854
	Iteration 15Q: 3 clusters Score -105873.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -105883.000000 Penalty: 3384.349854
	Iteration 16Q: 3 clusters Score -105883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -105890.984375 Penalty: 3384.349854
	Iteration 17Q: 3 clusters Score -105891 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -105904.984375 Penalty: 3384.349854
	Iteration 18Q: 3 clusters Score -105905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -105909.867188 Penalty: 3384.349854
	Iteration 19Q: 3 clusters Score -105909.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -105917.617188 Penalty: 3384.349854
	Iteration 20F: 3 clusters Score -105917.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -105918.687500 Penalty: 3384.349854
	Iteration 21Q: 3 clusters Score -105918.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -105918.687500 Penalty: 3384.349854
	Iteration 22F: 3 clusters Score -105918.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (169239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169239 members 
Entering Unmasked Estep 
Score: -21062996.000000 Penalty: 2985.688721
	Iteration 0F: 2 clusters Score -2.1063e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84840 members 
Mstep: Class 2 contains 84399 members 
Entering Unmasked Estep 
Score: -20950682.000000 Penalty: 5971.377441
	Iteration 0F: 3 clusters Score -2.095068e+07 nChanged 81072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86720 members 
Mstep: Class 2 contains 82519 members 
Entering Unmasked Estep 
Score: -20998230.000000 Penalty: 5971.377441
	Iteration 1F: 3 clusters Score -2.099823e+07 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87882 members 
Mstep: Class 2 contains 81357 members 
Entering Unmasked Estep 
Score: -20999806.000000 Penalty: 5971.377441
	Iteration 2Q: 3 clusters Score -2.099981e+07 nChanged 6102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89574 members 
Mstep: Class 2 contains 79665 members 
Entering Unmasked Estep 
Score: -21001788.000000 Penalty: 5971.377441
	Iteration 3Q: 3 clusters Score -2.100179e+07 nChanged 6891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92099 members 
Mstep: Class 2 contains 77140 members 
Entering Unmasked Estep 
Score: -21004620.000000 Penalty: 5971.377441
	Iteration 4Q: 3 clusters Score -2.100462e+07 nChanged 7989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95762 members 
Mstep: Class 2 contains 73477 members 
Entering Unmasked Estep 
Score: -21008398.000000 Penalty: 5971.377441
	Iteration 5Q: 3 clusters Score -2.10084e+07 nChanged 9136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100550 members 
Mstep: Class 2 contains 68689 members 
Entering Unmasked Estep 
Score: -21013618.000000 Penalty: 5971.377441
	Iteration 6F: 3 clusters Score -2.101362e+07 nChanged 9887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106497 members 
Mstep: Class 2 contains 62742 members 
Entering Unmasked Estep 
Score: -21020218.000000 Penalty: 5971.377441
	Iteration 7F: 3 clusters Score -2.102022e+07 nChanged 10262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113265 members 
Mstep: Class 2 contains 55974 members 
Entering Unmasked Estep 
Score: -21027470.000000 Penalty: 5971.377441
	Iteration 8F: 3 clusters Score -2.102747e+07 nChanged 9842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119857 members 
Mstep: Class 2 contains 49382 members 
Entering Unmasked Estep 
Score: -21034378.000000 Penalty: 5971.377441
	Iteration 9F: 3 clusters Score -2.103438e+07 nChanged 8623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125552 members 
Mstep: Class 2 contains 43687 members 
Entering Unmasked Estep 
Score: -21039970.000000 Penalty: 5971.377441
	Iteration 10F: 3 clusters Score -2.103997e+07 nChanged 7068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130262 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -21043756.000000 Penalty: 5971.377441
	Iteration 11Q: 3 clusters Score -2.104376e+07 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134188 members 
Mstep: Class 2 contains 35051 members 
Entering Unmasked Estep 
Score: -21046548.000000 Penalty: 5971.377441
	Iteration 12Q: 3 clusters Score -2.104655e+07 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137595 members 
Mstep: Class 2 contains 31644 members 
Entering Unmasked Estep 
Score: -21048518.000000 Penalty: 5971.377441
	Iteration 13Q: 3 clusters Score -2.104852e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140772 members 
Mstep: Class 2 contains 28467 members 
Entering Unmasked Estep 
Score: -21049980.000000 Penalty: 5971.377441
	Iteration 14Q: 3 clusters Score -2.104998e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143856 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -21051092.000000 Penalty: 5971.377441
	Iteration 15Q: 3 clusters Score -2.105109e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146790 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -21052338.000000 Penalty: 5971.377441
	Iteration 16Q: 3 clusters Score -2.105234e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149523 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -21053606.000000 Penalty: 5971.377441
	Iteration 17Q: 3 clusters Score -2.105361e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152013 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -21054604.000000 Penalty: 5971.377441
	Iteration 18Q: 3 clusters Score -2.10546e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154307 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -21055450.000000 Penalty: 5971.377441
	Iteration 19Q: 3 clusters Score -2.105545e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156374 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -21056226.000000 Penalty: 5971.377441
	Iteration 20F: 3 clusters Score -2.105623e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158239 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -21056998.000000 Penalty: 5971.377441
	Iteration 21Q: 3 clusters Score -2.1057e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159889 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -21057584.000000 Penalty: 5971.377441
	Iteration 22Q: 3 clusters Score -2.105758e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161345 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -21058140.000000 Penalty: 5971.377441
	Iteration 23Q: 3 clusters Score -2.105814e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162550 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -21058544.000000 Penalty: 5971.377441
	Iteration 24Q: 3 clusters Score -2.105854e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163601 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -21058970.000000 Penalty: 5971.377441
	Iteration 25Q: 3 clusters Score -2.105897e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164438 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -21059278.000000 Penalty: 5971.377441
	Iteration 26Q: 3 clusters Score -2.105928e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165102 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -21059522.000000 Penalty: 5971.377441
	Iteration 27Q: 3 clusters Score -2.105952e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165661 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -21059738.000000 Penalty: 5971.377441
	Iteration 28Q: 3 clusters Score -2.105974e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166096 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -21059890.000000 Penalty: 5971.377441
	Iteration 29Q: 3 clusters Score -2.105989e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166434 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -21060044.000000 Penalty: 5971.377441
	Iteration 30Q: 3 clusters Score -2.106004e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166686 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -21060132.000000 Penalty: 5971.377441
	Iteration 31Q: 3 clusters Score -2.106013e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166899 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -21060264.000000 Penalty: 5971.377441
	Iteration 32Q: 3 clusters Score -2.106026e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167060 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -21060292.000000 Penalty: 5971.377441
	Iteration 33Q: 3 clusters Score -2.106029e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167188 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -21060352.000000 Penalty: 5971.377441
	Iteration 34Q: 3 clusters Score -2.106035e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167289 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -21060380.000000 Penalty: 5971.377441
	Iteration 35Q: 3 clusters Score -2.106038e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167366 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -21060452.000000 Penalty: 5971.377441
	Iteration 36Q: 3 clusters Score -2.106045e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167436 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -21060480.000000 Penalty: 5971.377441
	Iteration 37Q: 3 clusters Score -2.106048e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167497 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -21060512.000000 Penalty: 5971.377441
	Iteration 38Q: 3 clusters Score -2.106051e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167559 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -21060532.000000 Penalty: 5971.377441
	Iteration 39Q: 3 clusters Score -2.106053e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167613 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -21060584.000000 Penalty: 5971.377441
	Iteration 40F: 3 clusters Score -2.106058e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167656 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -21060592.000000 Penalty: 5971.377441
	Iteration 41Q: 3 clusters Score -2.106059e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167700 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -21060606.000000 Penalty: 5971.377441
	Iteration 42Q: 3 clusters Score -2.106061e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167736 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -21060638.000000 Penalty: 5971.377441
	Iteration 43Q: 3 clusters Score -2.106064e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167757 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -21060636.000000 Penalty: 5971.377441
	Iteration 44Q: 3 clusters Score -2.106064e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167771 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -21060650.000000 Penalty: 5971.377441
	Iteration 45Q: 3 clusters Score -2.106065e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167790 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -21060640.000000 Penalty: 5971.377441
	Iteration 46Q: 3 clusters Score -2.106064e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167806 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -21060652.000000 Penalty: 5971.377441
	Iteration 47Q: 3 clusters Score -2.106065e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167822 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -21060650.000000 Penalty: 5971.377441
	Iteration 48Q: 3 clusters Score -2.106065e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167836 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -21060664.000000 Penalty: 5971.377441
	Iteration 49Q: 3 clusters Score -2.106066e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167853 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -21060654.000000 Penalty: 5971.377441
	Iteration 50Q: 3 clusters Score -2.106065e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167873 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -21060666.000000 Penalty: 5971.377441
	Iteration 51Q: 3 clusters Score -2.106067e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167886 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -21060668.000000 Penalty: 5971.377441
	Iteration 52Q: 3 clusters Score -2.106067e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167894 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -21060680.000000 Penalty: 5971.377441
	Iteration 53Q: 3 clusters Score -2.106068e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167905 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -21060668.000000 Penalty: 5971.377441
	Iteration 54Q: 3 clusters Score -2.106067e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167913 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -21060682.000000 Penalty: 5971.377441
	Iteration 55Q: 3 clusters Score -2.106068e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167921 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -21060686.000000 Penalty: 5971.377441
	Iteration 56Q: 3 clusters Score -2.106069e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167927 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -21060694.000000 Penalty: 5971.377441
	Iteration 57Q: 3 clusters Score -2.106069e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167931 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -21060686.000000 Penalty: 5971.377441
	Iteration 58Q: 3 clusters Score -2.106069e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167935 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -21060688.000000 Penalty: 5971.377441
	Iteration 59Q: 3 clusters Score -2.106069e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167938 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -21060684.000000 Penalty: 5971.377441
	Iteration 60F: 3 clusters Score -2.106068e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167943 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -21060692.000000 Penalty: 5971.377441
	Iteration 61Q: 3 clusters Score -2.106069e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167945 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -21060678.000000 Penalty: 5971.377441
	Iteration 62Q: 3 clusters Score -2.106068e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167949 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -21060688.000000 Penalty: 5971.377441
	Iteration 63Q: 3 clusters Score -2.106069e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167952 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -21060706.000000 Penalty: 5971.377441
	Iteration 64Q: 3 clusters Score -2.106071e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167956 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -21060706.000000 Penalty: 5971.377441
	Iteration 65Q: 3 clusters Score -2.106071e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167963 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -21060702.000000 Penalty: 5971.377441
	Iteration 66Q: 3 clusters Score -2.10607e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167968 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -21060716.000000 Penalty: 5971.377441
	Iteration 67Q: 3 clusters Score -2.106072e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167975 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -21060698.000000 Penalty: 5971.377441
	Iteration 68Q: 3 clusters Score -2.10607e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167978 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -21060720.000000 Penalty: 5971.377441
	Iteration 69Q: 3 clusters Score -2.106072e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167983 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -21060728.000000 Penalty: 5971.377441
	Iteration 70Q: 3 clusters Score -2.106073e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167987 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -21060734.000000 Penalty: 5971.377441
	Iteration 71Q: 3 clusters Score -2.106073e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167989 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -21060712.000000 Penalty: 5971.377441
	Iteration 72Q: 3 clusters Score -2.106071e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167991 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -21060724.000000 Penalty: 5971.377441
	Iteration 73Q: 3 clusters Score -2.106072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167993 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -21060730.000000 Penalty: 5971.377441
	Iteration 74Q: 3 clusters Score -2.106073e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167994 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -21060732.000000 Penalty: 5971.377441
	Iteration 75Q: 3 clusters Score -2.106073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167996 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -21060730.000000 Penalty: 5971.377441
	Iteration 76Q: 3 clusters Score -2.106073e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167997 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -21060718.000000 Penalty: 5971.377441
	Iteration 77Q: 3 clusters Score -2.106072e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167997 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -21060718.000000 Penalty: 5971.377441
	Iteration 78F: 3 clusters Score -2.106072e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -26386.277344 Penalty: 1391.149048
	Iteration 0F: 2 clusters Score -26386.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -25211.261719 Penalty: 2782.298096
	Iteration 0F: 3 clusters Score -25211.26 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -25369.023438 Penalty: 2782.298096
	Iteration 1F: 3 clusters Score -25369.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -25413.378906 Penalty: 2782.298096
	Iteration 2Q: 3 clusters Score -25413.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -25448.273438 Penalty: 2782.298096
	Iteration 3Q: 3 clusters Score -25448.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -25457.429688 Penalty: 2782.298096
	Iteration 4Q: 3 clusters Score -25457.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -25459.269531 Penalty: 2782.298096
	Iteration 5Q: 3 clusters Score -25459.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -25459.269531 Penalty: 2782.298096
	Iteration 6F: 3 clusters Score -25459.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Entering Unmasked Estep 
Score: -319133.812500 Penalty: 1970.234131
	Iteration 0F: 2 clusters Score -319133.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -316007.593750 Penalty: 3940.468262
	Iteration 0F: 3 clusters Score -316007.6 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -316705.437500 Penalty: 3940.468262
	Iteration 1F: 3 clusters Score -316705.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -316907.625000 Penalty: 3940.468262
	Iteration 2F: 3 clusters Score -316907.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -317027.218750 Penalty: 3940.468262
	Iteration 3Q: 3 clusters Score -317027.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -317106.750000 Penalty: 3940.468262
	Iteration 4Q: 3 clusters Score -317106.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -317184.406250 Penalty: 3940.468262
	Iteration 5Q: 3 clusters Score -317184.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -317257.625000 Penalty: 3940.468262
	Iteration 6Q: 3 clusters Score -317257.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -317309.656250 Penalty: 3940.468262
	Iteration 7Q: 3 clusters Score -317309.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -317355.187500 Penalty: 3940.468262
	Iteration 8Q: 3 clusters Score -317355.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -317399.343750 Penalty: 3940.468262
	Iteration 9Q: 3 clusters Score -317399.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -317449.875000 Penalty: 3940.468262
	Iteration 10Q: 3 clusters Score -317449.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -317499.031250 Penalty: 3940.468262
	Iteration 11Q: 3 clusters Score -317499 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -317539.781250 Penalty: 3940.468262
	Iteration 12Q: 3 clusters Score -317539.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -317575.187500 Penalty: 3940.468262
	Iteration 13Q: 3 clusters Score -317575.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -317614.562500 Penalty: 3940.468262
	Iteration 14Q: 3 clusters Score -317614.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -317645.093750 Penalty: 3940.468262
	Iteration 15Q: 3 clusters Score -317645.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -317670.062500 Penalty: 3940.468262
	Iteration 16Q: 3 clusters Score -317670.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -317693.281250 Penalty: 3940.468262
	Iteration 17Q: 3 clusters Score -317693.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -317710.750000 Penalty: 3940.468262
	Iteration 18Q: 3 clusters Score -317710.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -317719.687500 Penalty: 3940.468262
	Iteration 19Q: 3 clusters Score -317719.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -317725.250000 Penalty: 3940.468262
	Iteration 20F: 3 clusters Score -317725.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -317730.812500 Penalty: 3940.468262
	Iteration 21Q: 3 clusters Score -317730.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -317735.031250 Penalty: 3940.468262
	Iteration 22Q: 3 clusters Score -317735 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -317738.906250 Penalty: 3940.468262
	Iteration 23Q: 3 clusters Score -317738.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -317744.906250 Penalty: 3940.468262
	Iteration 24Q: 3 clusters Score -317744.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -317748.531250 Penalty: 3940.468262
	Iteration 25Q: 3 clusters Score -317748.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -317749.781250 Penalty: 3940.468262
	Iteration 26Q: 3 clusters Score -317749.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -317753.031250 Penalty: 3940.468262
	Iteration 27Q: 3 clusters Score -317753 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -317756.500000 Penalty: 3940.468262
	Iteration 28Q: 3 clusters Score -317756.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -317759.312500 Penalty: 3940.468262
	Iteration 29Q: 3 clusters Score -317759.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -317760.718750 Penalty: 3940.468262
	Iteration 30Q: 3 clusters Score -317760.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -317761.812500 Penalty: 3940.468262
	Iteration 31Q: 3 clusters Score -317761.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -317763.531250 Penalty: 3940.468262
	Iteration 32Q: 3 clusters Score -317763.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -317764.125000 Penalty: 3940.468262
	Iteration 33Q: 3 clusters Score -317764.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -317764.125000 Penalty: 3940.468262
	Iteration 34F: 3 clusters Score -317764.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Entering Unmasked Estep 
Score: -2270238.000000 Penalty: 2428.706055
	Iteration 0F: 2 clusters Score -2270238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2257449.000000 Penalty: 4857.412109
	Iteration 0F: 3 clusters Score -2257449 nChanged 7857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -2261589.750000 Penalty: 4857.412109
	Iteration 1F: 3 clusters Score -2261590 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -2262032.000000 Penalty: 4857.412109
	Iteration 2F: 3 clusters Score -2262032 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -2262454.250000 Penalty: 4857.412109
	Iteration 3Q: 3 clusters Score -2262454 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -2262887.250000 Penalty: 4857.412109
	Iteration 4Q: 3 clusters Score -2262887 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -2263358.000000 Penalty: 4857.412109
	Iteration 5Q: 3 clusters Score -2263358 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -2263822.250000 Penalty: 4857.412109
	Iteration 6Q: 3 clusters Score -2263822 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -2264335.750000 Penalty: 4857.412109
	Iteration 7Q: 3 clusters Score -2264336 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -2264805.000000 Penalty: 4857.412109
	Iteration 8Q: 3 clusters Score -2264805 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -2265292.500000 Penalty: 4857.412109
	Iteration 9Q: 3 clusters Score -2265292 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -2265688.000000 Penalty: 4857.412109
	Iteration 10Q: 3 clusters Score -2265688 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -2266083.750000 Penalty: 4857.412109
	Iteration 11Q: 3 clusters Score -2266084 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -2266399.750000 Penalty: 4857.412109
	Iteration 12Q: 3 clusters Score -2266400 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -2266637.750000 Penalty: 4857.412109
	Iteration 13Q: 3 clusters Score -2266638 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -2266839.750000 Penalty: 4857.412109
	Iteration 14Q: 3 clusters Score -2266840 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -2267007.000000 Penalty: 4857.412109
	Iteration 15Q: 3 clusters Score -2267007 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2267165.750000 Penalty: 4857.412109
	Iteration 16Q: 3 clusters Score -2267166 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2267305.500000 Penalty: 4857.412109
	Iteration 17Q: 3 clusters Score -2267306 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2267435.000000 Penalty: 4857.412109
	Iteration 18Q: 3 clusters Score -2267435 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2267524.250000 Penalty: 4857.412109
	Iteration 19Q: 3 clusters Score -2267524 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2267621.000000 Penalty: 4857.412109
	Iteration 20F: 3 clusters Score -2267621 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -2267676.750000 Penalty: 4857.412109
	Iteration 21Q: 3 clusters Score -2267677 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2267730.250000 Penalty: 4857.412109
	Iteration 22Q: 3 clusters Score -2267730 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2267779.750000 Penalty: 4857.412109
	Iteration 23Q: 3 clusters Score -2267780 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2267827.250000 Penalty: 4857.412109
	Iteration 24Q: 3 clusters Score -2267827 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2267863.000000 Penalty: 4857.412109
	Iteration 25Q: 3 clusters Score -2267863 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2267895.500000 Penalty: 4857.412109
	Iteration 26Q: 3 clusters Score -2267896 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2267931.750000 Penalty: 4857.412109
	Iteration 27Q: 3 clusters Score -2267932 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2267966.750000 Penalty: 4857.412109
	Iteration 28Q: 3 clusters Score -2267967 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2268007.500000 Penalty: 4857.412109
	Iteration 29Q: 3 clusters Score -2268008 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2268031.750000 Penalty: 4857.412109
	Iteration 30Q: 3 clusters Score -2268032 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2268054.500000 Penalty: 4857.412109
	Iteration 31Q: 3 clusters Score -2268054 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2268072.500000 Penalty: 4857.412109
	Iteration 32Q: 3 clusters Score -2268072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2268080.750000 Penalty: 4857.412109
	Iteration 33Q: 3 clusters Score -2268081 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2268083.750000 Penalty: 4857.412109
	Iteration 34Q: 3 clusters Score -2268084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2268090.250000 Penalty: 4857.412109
	Iteration 35Q: 3 clusters Score -2268090 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2268093.500000 Penalty: 4857.412109
	Iteration 36Q: 3 clusters Score -2268094 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2268099.000000 Penalty: 4857.412109
	Iteration 37Q: 3 clusters Score -2268099 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2268113.500000 Penalty: 4857.412109
	Iteration 38Q: 3 clusters Score -2268114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2268117.500000 Penalty: 4857.412109
	Iteration 39Q: 3 clusters Score -2268118 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2268126.000000 Penalty: 4857.412109
	Iteration 40F: 3 clusters Score -2268126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2268130.500000 Penalty: 4857.412109
	Iteration 41Q: 3 clusters Score -2268130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2268138.750000 Penalty: 4857.412109
	Iteration 42Q: 3 clusters Score -2268139 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2268147.000000 Penalty: 4857.412109
	Iteration 43Q: 3 clusters Score -2268147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2268151.500000 Penalty: 4857.412109
	Iteration 44Q: 3 clusters Score -2268152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2268161.250000 Penalty: 4857.412109
	Iteration 45Q: 3 clusters Score -2268161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2268168.750000 Penalty: 4857.412109
	Iteration 46Q: 3 clusters Score -2268169 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2268174.250000 Penalty: 4857.412109
	Iteration 47Q: 3 clusters Score -2268174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2268177.750000 Penalty: 4857.412109
	Iteration 48Q: 3 clusters Score -2268178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2268182.250000 Penalty: 4857.412109
	Iteration 49Q: 3 clusters Score -2268182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2268182.750000 Penalty: 4857.412109
	Iteration 50Q: 3 clusters Score -2268183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2268182.750000 Penalty: 4857.412109
	Iteration 51F: 3 clusters Score -2268183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (36007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36007 members 
Entering Unmasked Estep 
Score: -4550054.500000 Penalty: 2601.884277
	Iteration 0F: 2 clusters Score -4550054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -4525762.000000 Penalty: 5203.768555
	Iteration 0F: 3 clusters Score -4525762 nChanged 16266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -4534478.000000 Penalty: 5203.768555
	Iteration 1F: 3 clusters Score -4534478 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -4534827.500000 Penalty: 5203.768555
	Iteration 2Q: 3 clusters Score -4534828 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -4535128.500000 Penalty: 5203.768555
	Iteration 3Q: 3 clusters Score -4535128 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -4535415.500000 Penalty: 5203.768555
	Iteration 4Q: 3 clusters Score -4535416 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -4535692.000000 Penalty: 5203.768555
	Iteration 5Q: 3 clusters Score -4535692 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -4536004.500000 Penalty: 5203.768555
	Iteration 6Q: 3 clusters Score -4536004 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -4536452.000000 Penalty: 5203.768555
	Iteration 7Q: 3 clusters Score -4536452 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -4537086.500000 Penalty: 5203.768555
	Iteration 8Q: 3 clusters Score -4537086 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -4538057.500000 Penalty: 5203.768555
	Iteration 9F: 3 clusters Score -4538058 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -4539605.500000 Penalty: 5203.768555
	Iteration 10F: 3 clusters Score -4539606 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -4541813.000000 Penalty: 5203.768555
	Iteration 11F: 3 clusters Score -4541813 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32391 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -4544256.500000 Penalty: 5203.768555
	Iteration 12F: 3 clusters Score -4544256 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34308 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -4546142.000000 Penalty: 5203.768555
	Iteration 13F: 3 clusters Score -4546142 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35236 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -4547065.500000 Penalty: 5203.768555
	Iteration 14Q: 3 clusters Score -4547066 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35594 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4547440.500000 Penalty: 5203.768555
	Iteration 15Q: 3 clusters Score -4547440 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35715 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4547609.500000 Penalty: 5203.768555
	Iteration 16Q: 3 clusters Score -4547610 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35751 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4547647.000000 Penalty: 5203.768555
	Iteration 17Q: 3 clusters Score -4547647 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35777 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -4547699.500000 Penalty: 5203.768555
	Iteration 18Q: 3 clusters Score -4547700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35789 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4547729.000000 Penalty: 5203.768555
	Iteration 19Q: 3 clusters Score -4547729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35797 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -4547736.000000 Penalty: 5203.768555
	Iteration 20F: 3 clusters Score -4547736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35800 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -4547748.000000 Penalty: 5203.768555
	Iteration 21Q: 3 clusters Score -4547748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35802 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -4547752.500000 Penalty: 5203.768555
	Iteration 22Q: 3 clusters Score -4547752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35804 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -4547756.000000 Penalty: 5203.768555
	Iteration 23Q: 3 clusters Score -4547756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35804 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -4547762.000000 Penalty: 5203.768555
	Iteration 24Q: 3 clusters Score -4547762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35806 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -4547764.500000 Penalty: 5203.768555
	Iteration 25Q: 3 clusters Score -4547764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -4547762.500000 Penalty: 5203.768555
	Iteration 26Q: 3 clusters Score -4547762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -4547766.500000 Penalty: 5203.768555
	Iteration 27Q: 3 clusters Score -4547766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35811 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -4547768.000000 Penalty: 5203.768555
	Iteration 28Q: 3 clusters Score -4547768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -4547769.500000 Penalty: 5203.768555
	Iteration 29Q: 3 clusters Score -4547770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -4547771.000000 Penalty: 5203.768555
	Iteration 30Q: 3 clusters Score -4547771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -4547775.500000 Penalty: 5203.768555
	Iteration 31Q: 3 clusters Score -4547776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -4547775.500000 Penalty: 5203.768555
	Iteration 32F: 3 clusters Score -4547776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Entering Unmasked Estep 
Score: -845628.500000 Penalty: 2183.695801
	Iteration 0F: 2 clusters Score -845628.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -840054.750000 Penalty: 4367.391602
	Iteration 0F: 3 clusters Score -840054.8 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -841384.812500 Penalty: 4367.391602
	Iteration 1F: 3 clusters Score -841384.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -841583.437500 Penalty: 4367.391602
	Iteration 2F: 3 clusters Score -841583.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -841724.625000 Penalty: 4367.391602
	Iteration 3Q: 3 clusters Score -841724.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -841808.562500 Penalty: 4367.391602
	Iteration 4Q: 3 clusters Score -841808.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -841876.750000 Penalty: 4367.391602
	Iteration 5Q: 3 clusters Score -841876.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -841941.000000 Penalty: 4367.391602
	Iteration 6Q: 3 clusters Score -841941 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -841999.437500 Penalty: 4367.391602
	Iteration 7Q: 3 clusters Score -841999.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -842047.312500 Penalty: 4367.391602
	Iteration 8Q: 3 clusters Score -842047.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -842095.500000 Penalty: 4367.391602
	Iteration 9Q: 3 clusters Score -842095.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -842145.562500 Penalty: 4367.391602
	Iteration 10Q: 3 clusters Score -842145.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -842192.187500 Penalty: 4367.391602
	Iteration 11Q: 3 clusters Score -842192.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -842238.875000 Penalty: 4367.391602
	Iteration 12Q: 3 clusters Score -842238.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -842288.187500 Penalty: 4367.391602
	Iteration 13Q: 3 clusters Score -842288.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -842343.625000 Penalty: 4367.391602
	Iteration 14Q: 3 clusters Score -842343.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -842407.937500 Penalty: 4367.391602
	Iteration 15Q: 3 clusters Score -842407.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -842478.187500 Penalty: 4367.391602
	Iteration 16Q: 3 clusters Score -842478.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -842547.375000 Penalty: 4367.391602
	Iteration 17Q: 3 clusters Score -842547.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -842619.250000 Penalty: 4367.391602
	Iteration 18Q: 3 clusters Score -842619.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -842707.125000 Penalty: 4367.391602
	Iteration 19Q: 3 clusters Score -842707.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -842808.125000 Penalty: 4367.391602
	Iteration 20F: 3 clusters Score -842808.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -842912.937500 Penalty: 4367.391602
	Iteration 21Q: 3 clusters Score -842912.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -843028.875000 Penalty: 4367.391602
	Iteration 22Q: 3 clusters Score -843028.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -843123.500000 Penalty: 4367.391602
	Iteration 23Q: 3 clusters Score -843123.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -843203.875000 Penalty: 4367.391602
	Iteration 24Q: 3 clusters Score -843203.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -843304.875000 Penalty: 4367.391602
	Iteration 25Q: 3 clusters Score -843304.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -843388.562500 Penalty: 4367.391602
	Iteration 26Q: 3 clusters Score -843388.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -843459.187500 Penalty: 4367.391602
	Iteration 27Q: 3 clusters Score -843459.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -843513.000000 Penalty: 4367.391602
	Iteration 28Q: 3 clusters Score -843513 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -843547.812500 Penalty: 4367.391602
	Iteration 29Q: 3 clusters Score -843547.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -843582.500000 Penalty: 4367.391602
	Iteration 30Q: 3 clusters Score -843582.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -843614.062500 Penalty: 4367.391602
	Iteration 31Q: 3 clusters Score -843614.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -843630.625000 Penalty: 4367.391602
	Iteration 32Q: 3 clusters Score -843630.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -843644.312500 Penalty: 4367.391602
	Iteration 33Q: 3 clusters Score -843644.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -843658.312500 Penalty: 4367.391602
	Iteration 34Q: 3 clusters Score -843658.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -843673.062500 Penalty: 4367.391602
	Iteration 35Q: 3 clusters Score -843673.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -843686.875000 Penalty: 4367.391602
	Iteration 36Q: 3 clusters Score -843686.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -843694.375000 Penalty: 4367.391602
	Iteration 37Q: 3 clusters Score -843694.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -843696.000000 Penalty: 4367.391602
	Iteration 38Q: 3 clusters Score -843696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -843697.312500 Penalty: 4367.391602
	Iteration 39Q: 3 clusters Score -843697.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -843700.000000 Penalty: 4367.391602
	Iteration 40F: 3 clusters Score -843700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -843701.000000 Penalty: 4367.391602
	Iteration 41Q: 3 clusters Score -843701 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -843702.500000 Penalty: 4367.391602
	Iteration 42Q: 3 clusters Score -843702.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -843704.250000 Penalty: 4367.391602
	Iteration 43Q: 3 clusters Score -843704.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -843704.250000 Penalty: 4367.391602
	Iteration 44F: 3 clusters Score -843704.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63224 members 
Mstep: Class 3 contains 14012 members 
Mstep: Class 4 contains 268559 members 
Mstep: Class 5 contains 4220 members 
Mstep: Class 6 contains 17699 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28445 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97325 members 
Mstep: Class 12 contains 21440 members 
Mstep: Class 13 contains 37762 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54195 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169239 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17911 members 
Mstep: Class 22 contains 36007 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777832.000000 Penalty: 77926.218750
Iteration 279Q: 24 clusters Score -1.047778e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63222 members 
Mstep: Class 3 contains 14012 members 
Mstep: Class 4 contains 268554 members 
Mstep: Class 5 contains 4220 members 
Mstep: Class 6 contains 17699 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28443 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97335 members 
Mstep: Class 12 contains 21439 members 
Mstep: Class 13 contains 37762 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54194 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169239 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17912 members 
Mstep: Class 22 contains 36007 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777840.000000 Penalty: 77926.218750
Iteration 280F: 24 clusters Score -1.047778e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63220 members 
Mstep: Class 3 contains 14012 members 
Mstep: Class 4 contains 268547 members 
Mstep: Class 5 contains 4220 members 
Mstep: Class 6 contains 17698 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28442 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97343 members 
Mstep: Class 12 contains 21439 members 
Mstep: Class 13 contains 37762 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54194 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169242 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17912 members 
Mstep: Class 22 contains 36007 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777824.000000 Penalty: 77926.218750
Iteration 281Q: 24 clusters Score -1.047778e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63219 members 
Mstep: Class 3 contains 14012 members 
Mstep: Class 4 contains 268546 members 
Mstep: Class 5 contains 4220 members 
Mstep: Class 6 contains 17697 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28442 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97350 members 
Mstep: Class 12 contains 21439 members 
Mstep: Class 13 contains 37762 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54192 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169241 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17911 members 
Mstep: Class 22 contains 36007 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777856.000000 Penalty: 77926.218750
Iteration 282Q: 24 clusters Score -1.047779e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63219 members 
Mstep: Class 3 contains 14012 members 
Mstep: Class 4 contains 268548 members 
Mstep: Class 5 contains 4220 members 
Mstep: Class 6 contains 17697 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28443 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97357 members 
Mstep: Class 12 contains 21439 members 
Mstep: Class 13 contains 37761 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54191 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169232 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17912 members 
Mstep: Class 22 contains 36007 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777808.000000 Penalty: 77926.218750
Iteration 283Q: 24 clusters Score -1.047778e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63219 members 
Mstep: Class 3 contains 14012 members 
Mstep: Class 4 contains 268546 members 
Mstep: Class 5 contains 4220 members 
Mstep: Class 6 contains 17697 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28445 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97362 members 
Mstep: Class 12 contains 21439 members 
Mstep: Class 13 contains 37761 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54191 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169227 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17912 members 
Mstep: Class 22 contains 36007 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777832.000000 Penalty: 77926.218750
Iteration 284Q: 24 clusters Score -1.047778e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63218 members 
Mstep: Class 3 contains 14012 members 
Mstep: Class 4 contains 268547 members 
Mstep: Class 5 contains 4220 members 
Mstep: Class 6 contains 17697 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28445 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97369 members 
Mstep: Class 12 contains 21439 members 
Mstep: Class 13 contains 37761 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54191 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169221 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17912 members 
Mstep: Class 22 contains 36006 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777816.000000 Penalty: 77926.218750
Iteration 285Q: 24 clusters Score -1.047778e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63217 members 
Mstep: Class 3 contains 14012 members 
Mstep: Class 4 contains 268540 members 
Mstep: Class 5 contains 4220 members 
Mstep: Class 6 contains 17697 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28445 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97377 members 
Mstep: Class 12 contains 21439 members 
Mstep: Class 13 contains 37761 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54191 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169221 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17912 members 
Mstep: Class 22 contains 36006 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777832.000000 Penalty: 77926.218750
Iteration 286Q: 24 clusters Score -1.047778e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63217 members 
Mstep: Class 3 contains 14011 members 
Mstep: Class 4 contains 268543 members 
Mstep: Class 5 contains 4220 members 
Mstep: Class 6 contains 17696 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28444 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97380 members 
Mstep: Class 12 contains 21437 members 
Mstep: Class 13 contains 37761 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54188 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169223 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17912 members 
Mstep: Class 22 contains 36006 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777816.000000 Penalty: 77926.218750
Iteration 287Q: 24 clusters Score -1.047778e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63217 members 
Mstep: Class 3 contains 14011 members 
Mstep: Class 4 contains 268546 members 
Mstep: Class 5 contains 4220 members 
Mstep: Class 6 contains 17696 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28444 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97382 members 
Mstep: Class 12 contains 21437 members 
Mstep: Class 13 contains 37760 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54187 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169220 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17912 members 
Mstep: Class 22 contains 36006 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777816.000000 Penalty: 77926.218750
Iteration 288Q: 24 clusters Score -1.047778e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63219 members 
Mstep: Class 3 contains 14011 members 
Mstep: Class 4 contains 268548 members 
Mstep: Class 5 contains 4220 members 
Mstep: Class 6 contains 17696 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28444 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97383 members 
Mstep: Class 12 contains 21437 members 
Mstep: Class 13 contains 37759 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54185 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169218 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17912 members 
Mstep: Class 22 contains 36006 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777880.000000 Penalty: 77926.218750
Iteration 289Q: 24 clusters Score -1.047779e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63220 members 
Mstep: Class 3 contains 14011 members 
Mstep: Class 4 contains 268550 members 
Mstep: Class 5 contains 4220 members 
Mstep: Class 6 contains 17696 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28444 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97384 members 
Mstep: Class 12 contains 21437 members 
Mstep: Class 13 contains 37758 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54185 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169215 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17912 members 
Mstep: Class 22 contains 36006 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777904.000000 Penalty: 77926.218750
Iteration 290Q: 24 clusters Score -1.047779e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63221 members 
Mstep: Class 3 contains 14009 members 
Mstep: Class 4 contains 268554 members 
Mstep: Class 5 contains 4220 members 
Mstep: Class 6 contains 17696 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28444 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97385 members 
Mstep: Class 12 contains 21437 members 
Mstep: Class 13 contains 37758 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54186 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169211 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17911 members 
Mstep: Class 22 contains 36006 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777840.000000 Penalty: 77926.218750
Iteration 291Q: 24 clusters Score -1.047778e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63221 members 
Mstep: Class 3 contains 14009 members 
Mstep: Class 4 contains 268550 members 
Mstep: Class 5 contains 4220 members 
Mstep: Class 6 contains 17696 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28444 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97387 members 
Mstep: Class 12 contains 21437 members 
Mstep: Class 13 contains 37758 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54185 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169214 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17911 members 
Mstep: Class 22 contains 36006 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777824.000000 Penalty: 77926.218750
Iteration 292Q: 24 clusters Score -1.047778e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63221 members 
Mstep: Class 3 contains 14009 members 
Mstep: Class 4 contains 268548 members 
Mstep: Class 5 contains 4220 members 
Mstep: Class 6 contains 17696 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28444 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97388 members 
Mstep: Class 12 contains 21438 members 
Mstep: Class 13 contains 37758 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54184 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169216 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17910 members 
Mstep: Class 22 contains 36006 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777840.000000 Penalty: 77926.218750
Iteration 293Q: 24 clusters Score -1.047778e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63221 members 
Mstep: Class 3 contains 14009 members 
Mstep: Class 4 contains 268548 members 
Mstep: Class 5 contains 4220 members 
Mstep: Class 6 contains 17696 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28444 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97389 members 
Mstep: Class 12 contains 21438 members 
Mstep: Class 13 contains 37759 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54182 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169216 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17910 members 
Mstep: Class 22 contains 36006 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777816.000000 Penalty: 77926.218750
Iteration 294Q: 24 clusters Score -1.047778e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63221 members 
Mstep: Class 3 contains 14009 members 
Mstep: Class 4 contains 268548 members 
Mstep: Class 5 contains 4220 members 
Mstep: Class 6 contains 17696 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28444 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97389 members 
Mstep: Class 12 contains 21438 members 
Mstep: Class 13 contains 37759 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54182 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169216 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17911 members 
Mstep: Class 22 contains 36006 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777848.000000 Penalty: 77926.218750
Iteration 295Q: 24 clusters Score -1.047778e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63219 members 
Mstep: Class 3 contains 14010 members 
Mstep: Class 4 contains 268548 members 
Mstep: Class 5 contains 4220 members 
Mstep: Class 6 contains 17696 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28443 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97391 members 
Mstep: Class 12 contains 21438 members 
Mstep: Class 13 contains 37759 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54181 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169216 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17912 members 
Mstep: Class 22 contains 36006 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777840.000000 Penalty: 77926.218750
Iteration 296Q: 24 clusters Score -1.047778e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63222 members 
Mstep: Class 3 contains 14011 members 
Mstep: Class 4 contains 268549 members 
Mstep: Class 5 contains 4220 members 
Mstep: Class 6 contains 17696 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28442 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97395 members 
Mstep: Class 12 contains 21438 members 
Mstep: Class 13 contains 37759 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54178 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169210 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17913 members 
Mstep: Class 22 contains 36006 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777824.000000 Penalty: 77926.218750
Iteration 297Q: 24 clusters Score -1.047778e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63223 members 
Mstep: Class 3 contains 14011 members 
Mstep: Class 4 contains 268550 members 
Mstep: Class 5 contains 4220 members 
Mstep: Class 6 contains 17696 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28442 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97398 members 
Mstep: Class 12 contains 21438 members 
Mstep: Class 13 contains 37759 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54178 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169204 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17915 members 
Mstep: Class 22 contains 36005 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777880.000000 Penalty: 77926.218750
Iteration 298Q: 24 clusters Score -1.047779e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63223 members 
Mstep: Class 3 contains 14011 members 
Mstep: Class 4 contains 268544 members 
Mstep: Class 5 contains 4220 members 
Mstep: Class 6 contains 17696 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28442 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97401 members 
Mstep: Class 12 contains 21438 members 
Mstep: Class 13 contains 37759 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54177 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169208 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17915 members 
Mstep: Class 22 contains 36005 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777856.000000 Penalty: 77926.218750
Iteration 299Q: 24 clusters Score -1.047779e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63223 members 
Mstep: Class 3 contains 14011 members 
Mstep: Class 4 contains 268542 members 
Mstep: Class 5 contains 4220 members 
Mstep: Class 6 contains 17696 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28442 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97405 members 
Mstep: Class 12 contains 21438 members 
Mstep: Class 13 contains 37759 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54177 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169208 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17914 members 
Mstep: Class 22 contains 36004 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777832.000000 Penalty: 77926.218750
Iteration 300F: 24 clusters Score -1.047778e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63224 members 
Mstep: Class 3 contains 14011 members 
Mstep: Class 4 contains 268541 members 
Mstep: Class 5 contains 4220 members 
Mstep: Class 6 contains 17696 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28440 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97407 members 
Mstep: Class 12 contains 21438 members 
Mstep: Class 13 contains 37759 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54176 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169210 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17913 members 
Mstep: Class 22 contains 36004 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777824.000000 Penalty: 77926.218750
Iteration 301Q: 24 clusters Score -1.047778e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63223 members 
Mstep: Class 3 contains 14011 members 
Mstep: Class 4 contains 268540 members 
Mstep: Class 5 contains 4220 members 
Mstep: Class 6 contains 17696 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28439 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97409 members 
Mstep: Class 12 contains 21439 members 
Mstep: Class 13 contains 37759 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54175 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169210 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17914 members 
Mstep: Class 22 contains 36004 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777872.000000 Penalty: 77926.218750
Iteration 302Q: 24 clusters Score -1.047779e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63224 members 
Mstep: Class 3 contains 14011 members 
Mstep: Class 4 contains 268539 members 
Mstep: Class 5 contains 4220 members 
Mstep: Class 6 contains 17696 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28439 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97409 members 
Mstep: Class 12 contains 21441 members 
Mstep: Class 13 contains 37758 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54175 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169209 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17914 members 
Mstep: Class 22 contains 36004 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777872.000000 Penalty: 77926.218750
Iteration 303Q: 24 clusters Score -1.047779e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63224 members 
Mstep: Class 3 contains 14011 members 
Mstep: Class 4 contains 268536 members 
Mstep: Class 5 contains 4220 members 
Mstep: Class 6 contains 17696 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28439 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97410 members 
Mstep: Class 12 contains 21441 members 
Mstep: Class 13 contains 37758 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54175 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169210 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17915 members 
Mstep: Class 22 contains 36004 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777840.000000 Penalty: 77926.218750
Iteration 304Q: 24 clusters Score -1.047778e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63224 members 
Mstep: Class 3 contains 14011 members 
Mstep: Class 4 contains 268536 members 
Mstep: Class 5 contains 4220 members 
Mstep: Class 6 contains 17696 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28439 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97410 members 
Mstep: Class 12 contains 21441 members 
Mstep: Class 13 contains 37758 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54175 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169210 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17915 members 
Mstep: Class 22 contains 36004 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777848.000000 Penalty: 77926.218750
Iteration 305Q: 24 clusters Score -1.047778e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63224 members 
Mstep: Class 3 contains 14011 members 
Mstep: Class 4 contains 268533 members 
Mstep: Class 5 contains 4220 members 
Mstep: Class 6 contains 17696 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28439 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97410 members 
Mstep: Class 12 contains 21441 members 
Mstep: Class 13 contains 37758 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54175 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169213 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17915 members 
Mstep: Class 22 contains 36004 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777840.000000 Penalty: 77926.218750
Iteration 306Q: 24 clusters Score -1.047778e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63224 members 
Mstep: Class 3 contains 14011 members 
Mstep: Class 4 contains 268530 members 
Mstep: Class 5 contains 4220 members 
Mstep: Class 6 contains 17696 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28439 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97410 members 
Mstep: Class 12 contains 21441 members 
Mstep: Class 13 contains 37758 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54175 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169216 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17915 members 
Mstep: Class 22 contains 36004 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777856.000000 Penalty: 77926.218750
Iteration 307Q: 24 clusters Score -1.047779e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63224 members 
Mstep: Class 3 contains 14011 members 
Mstep: Class 4 contains 268527 members 
Mstep: Class 5 contains 4220 members 
Mstep: Class 6 contains 17696 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28439 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97410 members 
Mstep: Class 12 contains 21441 members 
Mstep: Class 13 contains 37758 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54175 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169219 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17915 members 
Mstep: Class 22 contains 36004 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777840.000000 Penalty: 77926.218750
Iteration 308Q: 24 clusters Score -1.047778e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63224 members 
Mstep: Class 3 contains 14011 members 
Mstep: Class 4 contains 268522 members 
Mstep: Class 5 contains 4220 members 
Mstep: Class 6 contains 17696 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28440 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97410 members 
Mstep: Class 12 contains 21441 members 
Mstep: Class 13 contains 37758 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54175 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169223 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17915 members 
Mstep: Class 22 contains 36004 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777840.000000 Penalty: 77926.218750
Iteration 309Q: 24 clusters Score -1.047778e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63224 members 
Mstep: Class 3 contains 14011 members 
Mstep: Class 4 contains 268519 members 
Mstep: Class 5 contains 4220 members 
Mstep: Class 6 contains 17696 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28440 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97410 members 
Mstep: Class 12 contains 21441 members 
Mstep: Class 13 contains 37758 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54175 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169226 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17915 members 
Mstep: Class 22 contains 36004 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777864.000000 Penalty: 77926.218750
Iteration 310Q: 24 clusters Score -1.047779e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63225 members 
Mstep: Class 3 contains 14011 members 
Mstep: Class 4 contains 268517 members 
Mstep: Class 5 contains 4220 members 
Mstep: Class 6 contains 17696 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28440 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97410 members 
Mstep: Class 12 contains 21441 members 
Mstep: Class 13 contains 37758 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54175 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169227 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17915 members 
Mstep: Class 22 contains 36004 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777880.000000 Penalty: 77926.218750
Iteration 311Q: 24 clusters Score -1.047779e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63224 members 
Mstep: Class 3 contains 14011 members 
Mstep: Class 4 contains 268514 members 
Mstep: Class 5 contains 4220 members 
Mstep: Class 6 contains 17696 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28440 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97410 members 
Mstep: Class 12 contains 21441 members 
Mstep: Class 13 contains 37758 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54175 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169231 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17915 members 
Mstep: Class 22 contains 36004 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777880.000000 Penalty: 77926.218750
Iteration 312Q: 24 clusters Score -1.047779e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63224 members 
Mstep: Class 3 contains 14011 members 
Mstep: Class 4 contains 268512 members 
Mstep: Class 5 contains 4220 members 
Mstep: Class 6 contains 17697 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28440 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97410 members 
Mstep: Class 12 contains 21441 members 
Mstep: Class 13 contains 37758 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54175 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169232 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17915 members 
Mstep: Class 22 contains 36004 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777840.000000 Penalty: 77926.218750
Iteration 313Q: 24 clusters Score -1.047778e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63224 members 
Mstep: Class 3 contains 14011 members 
Mstep: Class 4 contains 268512 members 
Mstep: Class 5 contains 4220 members 
Mstep: Class 6 contains 17698 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28440 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97410 members 
Mstep: Class 12 contains 21441 members 
Mstep: Class 13 contains 37758 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54175 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169231 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17915 members 
Mstep: Class 22 contains 36004 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777864.000000 Penalty: 77926.218750
Iteration 314Q: 24 clusters Score -1.047779e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63224 members 
Mstep: Class 3 contains 14012 members 
Mstep: Class 4 contains 268512 members 
Mstep: Class 5 contains 4220 members 
Mstep: Class 6 contains 17698 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28440 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97410 members 
Mstep: Class 12 contains 21441 members 
Mstep: Class 13 contains 37758 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54175 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169230 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17915 members 
Mstep: Class 22 contains 36004 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777832.000000 Penalty: 77926.218750
Iteration 315Q: 24 clusters Score -1.047778e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63224 members 
Mstep: Class 3 contains 14013 members 
Mstep: Class 4 contains 268512 members 
Mstep: Class 5 contains 4220 members 
Mstep: Class 6 contains 17698 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28440 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97410 members 
Mstep: Class 12 contains 21441 members 
Mstep: Class 13 contains 37758 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54175 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169229 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17915 members 
Mstep: Class 22 contains 36004 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777840.000000 Penalty: 77926.218750
Iteration 316Q: 24 clusters Score -1.047778e+08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63224 members 
Mstep: Class 3 contains 14013 members 
Mstep: Class 4 contains 268513 members 
Mstep: Class 5 contains 4220 members 
Mstep: Class 6 contains 17698 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28440 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97410 members 
Mstep: Class 12 contains 21441 members 
Mstep: Class 13 contains 37758 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54175 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169228 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17915 members 
Mstep: Class 22 contains 36004 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777864.000000 Penalty: 77926.218750
Iteration 317Q: 24 clusters Score -1.047779e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63224 members 
Mstep: Class 3 contains 14013 members 
Mstep: Class 4 contains 268513 members 
Mstep: Class 5 contains 4220 members 
Mstep: Class 6 contains 17698 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28440 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 1317 members 
Mstep: Class 11 contains 97410 members 
Mstep: Class 12 contains 21441 members 
Mstep: Class 13 contains 37758 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54175 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169228 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17915 members 
Mstep: Class 22 contains 36004 members 
Mstep: Class 23 contains 6669 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777864.000000 Penalty: 77926.218750
Iteration 318F: 24 clusters Score -1.047779e+08 nChanged 0
Entering ConstructFrom: 
Score: -104777864.000000 Penalty: 77926.218750
Entering ConstructFrom: 
Trying to split cluster 1 (2297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Entering Unmasked Estep 
Score: -282334.500000 Penalty: 1919.361084
	Iteration 0F: 2 clusters Score -282334.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -279492.375000 Penalty: 3838.722168
	Iteration 0F: 3 clusters Score -279492.4 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -279966.312500 Penalty: 3838.722168
	Iteration 1F: 3 clusters Score -279966.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -280119.312500 Penalty: 3838.722168
	Iteration 2F: 3 clusters Score -280119.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -280206.593750 Penalty: 3838.722168
	Iteration 3Q: 3 clusters Score -280206.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -280259.125000 Penalty: 3838.722168
	Iteration 4Q: 3 clusters Score -280259.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -280286.062500 Penalty: 3838.722168
	Iteration 5Q: 3 clusters Score -280286.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -280308.281250 Penalty: 3838.722168
	Iteration 6Q: 3 clusters Score -280308.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -280331.468750 Penalty: 3838.722168
	Iteration 7Q: 3 clusters Score -280331.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -280350.218750 Penalty: 3838.722168
	Iteration 8Q: 3 clusters Score -280350.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -280362.468750 Penalty: 3838.722168
	Iteration 9Q: 3 clusters Score -280362.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -280373.062500 Penalty: 3838.722168
	Iteration 10Q: 3 clusters Score -280373.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -280378.593750 Penalty: 3838.722168
	Iteration 11Q: 3 clusters Score -280378.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -280386.312500 Penalty: 3838.722168
	Iteration 12Q: 3 clusters Score -280386.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -280392.062500 Penalty: 3838.722168
	Iteration 13Q: 3 clusters Score -280392.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -280395.000000 Penalty: 3838.722168
	Iteration 14Q: 3 clusters Score -280395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -280396.906250 Penalty: 3838.722168
	Iteration 15Q: 3 clusters Score -280396.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -280398.062500 Penalty: 3838.722168
	Iteration 16Q: 3 clusters Score -280398.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -280398.750000 Penalty: 3838.722168
	Iteration 17Q: 3 clusters Score -280398.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -280399.437500 Penalty: 3838.722168
	Iteration 18Q: 3 clusters Score -280399.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -280399.750000 Penalty: 3838.722168
	Iteration 19Q: 3 clusters Score -280399.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -280399.750000 Penalty: 3838.722168
	Iteration 20F: 3 clusters Score -280399.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (63224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63224 members 
Entering Unmasked Estep 
Score: -7977888.000000 Penalty: 2741.500977
	Iteration 0F: 2 clusters Score -7977888 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 31703 members 
Entering Unmasked Estep 
Score: -7935500.000000 Penalty: 5483.001953
	Iteration 0F: 3 clusters Score -7935500 nChanged 29510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30103 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -7951896.500000 Penalty: 5483.001953
	Iteration 1F: 3 clusters Score -7951896 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29146 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -7952510.000000 Penalty: 5483.001953
	Iteration 2Q: 3 clusters Score -7952510 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -7953246.000000 Penalty: 5483.001953
	Iteration 3Q: 3 clusters Score -7953246 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -7954229.500000 Penalty: 5483.001953
	Iteration 4Q: 3 clusters Score -7954230 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 39878 members 
Entering Unmasked Estep 
Score: -7955653.000000 Penalty: 5483.001953
	Iteration 5Q: 3 clusters Score -7955653 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 43362 members 
Entering Unmasked Estep 
Score: -7958057.500000 Penalty: 5483.001953
	Iteration 6F: 3 clusters Score -7958058 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 47831 members 
Entering Unmasked Estep 
Score: -7961723.000000 Penalty: 5483.001953
	Iteration 7F: 3 clusters Score -7961723 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 52609 members 
Entering Unmasked Estep 
Score: -7966178.000000 Penalty: 5483.001953
	Iteration 8F: 3 clusters Score -7966178 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 56607 members 
Entering Unmasked Estep 
Score: -7970076.000000 Penalty: 5483.001953
	Iteration 9F: 3 clusters Score -7970076 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 59297 members 
Entering Unmasked Estep 
Score: -7972603.000000 Penalty: 5483.001953
	Iteration 10Q: 3 clusters Score -7972603 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 60816 members 
Entering Unmasked Estep 
Score: -7974020.000000 Penalty: 5483.001953
	Iteration 11Q: 3 clusters Score -7974020 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 61575 members 
Entering Unmasked Estep 
Score: -7974744.500000 Penalty: 5483.001953
	Iteration 12Q: 3 clusters Score -7974744 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 61894 members 
Entering Unmasked Estep 
Score: -7975129.500000 Penalty: 5483.001953
	Iteration 13Q: 3 clusters Score -7975130 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 62047 members 
Entering Unmasked Estep 
Score: -7975330.500000 Penalty: 5483.001953
	Iteration 14Q: 3 clusters Score -7975330 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 62143 members 
Entering Unmasked Estep 
Score: -7975430.500000 Penalty: 5483.001953
	Iteration 15Q: 3 clusters Score -7975430 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 62204 members 
Entering Unmasked Estep 
Score: -7975495.000000 Penalty: 5483.001953
	Iteration 16Q: 3 clusters Score -7975495 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 62240 members 
Entering Unmasked Estep 
Score: -7975534.000000 Penalty: 5483.001953
	Iteration 17Q: 3 clusters Score -7975534 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 62263 members 
Entering Unmasked Estep 
Score: -7975556.500000 Penalty: 5483.001953
	Iteration 18Q: 3 clusters Score -7975556 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 62278 members 
Entering Unmasked Estep 
Score: -7975570.500000 Penalty: 5483.001953
	Iteration 19Q: 3 clusters Score -7975570 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 62293 members 
Entering Unmasked Estep 
Score: -7975597.000000 Penalty: 5483.001953
	Iteration 20F: 3 clusters Score -7975597 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 62309 members 
Entering Unmasked Estep 
Score: -7975611.500000 Penalty: 5483.001953
	Iteration 21Q: 3 clusters Score -7975612 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 62323 members 
Entering Unmasked Estep 
Score: -7975624.500000 Penalty: 5483.001953
	Iteration 22Q: 3 clusters Score -7975624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 62336 members 
Entering Unmasked Estep 
Score: -7975635.000000 Penalty: 5483.001953
	Iteration 23Q: 3 clusters Score -7975635 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 62345 members 
Entering Unmasked Estep 
Score: -7975637.000000 Penalty: 5483.001953
	Iteration 24Q: 3 clusters Score -7975637 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 62350 members 
Entering Unmasked Estep 
Score: -7975638.000000 Penalty: 5483.001953
	Iteration 25Q: 3 clusters Score -7975638 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 62355 members 
Entering Unmasked Estep 
Score: -7975654.000000 Penalty: 5483.001953
	Iteration 26Q: 3 clusters Score -7975654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 62359 members 
Entering Unmasked Estep 
Score: -7975667.500000 Penalty: 5483.001953
	Iteration 27Q: 3 clusters Score -7975668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 62366 members 
Entering Unmasked Estep 
Score: -7975669.000000 Penalty: 5483.001953
	Iteration 28Q: 3 clusters Score -7975669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 62370 members 
Entering Unmasked Estep 
Score: -7975672.000000 Penalty: 5483.001953
	Iteration 29Q: 3 clusters Score -7975672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 62372 members 
Entering Unmasked Estep 
Score: -7975679.000000 Penalty: 5483.001953
	Iteration 30Q: 3 clusters Score -7975679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 62374 members 
Entering Unmasked Estep 
Score: -7975683.500000 Penalty: 5483.001953
	Iteration 31Q: 3 clusters Score -7975684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 62376 members 
Entering Unmasked Estep 
Score: -7975683.000000 Penalty: 5483.001953
	Iteration 32Q: 3 clusters Score -7975683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 62377 members 
Entering Unmasked Estep 
Score: -7975684.500000 Penalty: 5483.001953
	Iteration 33Q: 3 clusters Score -7975684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 62377 members 
Entering Unmasked Estep 
Score: -7975684.500000 Penalty: 5483.001953
	Iteration 34F: 3 clusters Score -7975684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Entering Unmasked Estep 
Score: -1746135.750000 Penalty: 2367.839844
	Iteration 0F: 2 clusters Score -1746136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1735965.000000 Penalty: 4735.679688
	Iteration 0F: 3 clusters Score -1735965 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1739121.875000 Penalty: 4735.679688
	Iteration 1F: 3 clusters Score -1739122 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1739510.125000 Penalty: 4735.679688
	Iteration 2F: 3 clusters Score -1739510 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1739843.250000 Penalty: 4735.679688
	Iteration 3F: 3 clusters Score -1739843 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1740205.250000 Penalty: 4735.679688
	Iteration 4Q: 3 clusters Score -1740205 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1740607.625000 Penalty: 4735.679688
	Iteration 5Q: 3 clusters Score -1740608 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1741071.875000 Penalty: 4735.679688
	Iteration 6F: 3 clusters Score -1741072 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1741649.750000 Penalty: 4735.679688
	Iteration 7F: 3 clusters Score -1741650 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1742335.875000 Penalty: 4735.679688
	Iteration 8F: 3 clusters Score -1742336 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1743166.500000 Penalty: 4735.679688
	Iteration 9F: 3 clusters Score -1743166 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1744006.875000 Penalty: 4735.679688
	Iteration 10F: 3 clusters Score -1744007 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1744642.500000 Penalty: 4735.679688
	Iteration 11Q: 3 clusters Score -1744642 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1744947.625000 Penalty: 4735.679688
	Iteration 12Q: 3 clusters Score -1744948 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1745083.000000 Penalty: 4735.679688
	Iteration 13Q: 3 clusters Score -1745083 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1745149.125000 Penalty: 4735.679688
	Iteration 14Q: 3 clusters Score -1745149 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1745178.750000 Penalty: 4735.679688
	Iteration 15Q: 3 clusters Score -1745179 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1745191.875000 Penalty: 4735.679688
	Iteration 16Q: 3 clusters Score -1745192 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1745197.125000 Penalty: 4735.679688
	Iteration 17Q: 3 clusters Score -1745197 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1745202.125000 Penalty: 4735.679688
	Iteration 18Q: 3 clusters Score -1745202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1745199.500000 Penalty: 4735.679688
	Iteration 19Q: 3 clusters Score -1745200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9708 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1745195.375000 Penalty: 4735.679688
	Iteration 20F: 3 clusters Score -1745195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1745202.750000 Penalty: 4735.679688
	Iteration 21Q: 3 clusters Score -1745203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1745199.500000 Penalty: 4735.679688
	Iteration 22Q: 3 clusters Score -1745200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1745203.875000 Penalty: 4735.679688
	Iteration 23Q: 3 clusters Score -1745204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1745202.750000 Penalty: 4735.679688
	Iteration 24Q: 3 clusters Score -1745203 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1745202.750000 Penalty: 4735.679688
	Iteration 25F: 3 clusters Score -1745203 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (268513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268513 members 
Entering Unmasked Estep 
Score: -33303610.000000 Penalty: 3100.162354
	Iteration 0F: 2 clusters Score -3.330361e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134222 members 
Mstep: Class 2 contains 134291 members 
Entering Unmasked Estep 
Score: -33136466.000000 Penalty: 6200.324707
	Iteration 0F: 3 clusters Score -3.313647e+07 nChanged 130010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135430 members 
Mstep: Class 2 contains 133083 members 
Entering Unmasked Estep 
Score: -33212108.000000 Penalty: 6200.324707
	Iteration 1F: 3 clusters Score -3.321211e+07 nChanged 5904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135710 members 
Mstep: Class 2 contains 132803 members 
Entering Unmasked Estep 
Score: -33213224.000000 Penalty: 6200.324707
	Iteration 2Q: 3 clusters Score -3.321322e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136200 members 
Mstep: Class 2 contains 132313 members 
Entering Unmasked Estep 
Score: -33214090.000000 Penalty: 6200.324707
	Iteration 3Q: 3 clusters Score -3.321409e+07 nChanged 6247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136853 members 
Mstep: Class 2 contains 131660 members 
Entering Unmasked Estep 
Score: -33215164.000000 Penalty: 6200.324707
	Iteration 4Q: 3 clusters Score -3.321516e+07 nChanged 6732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137871 members 
Mstep: Class 2 contains 130642 members 
Entering Unmasked Estep 
Score: -33216408.000000 Penalty: 6200.324707
	Iteration 5Q: 3 clusters Score -3.321641e+07 nChanged 7449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139458 members 
Mstep: Class 2 contains 129055 members 
Entering Unmasked Estep 
Score: -33218142.000000 Penalty: 6200.324707
	Iteration 6Q: 3 clusters Score -3.321814e+07 nChanged 8560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141878 members 
Mstep: Class 2 contains 126635 members 
Entering Unmasked Estep 
Score: -33220700.000000 Penalty: 6200.324707
	Iteration 7Q: 3 clusters Score -3.32207e+07 nChanged 10291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145651 members 
Mstep: Class 2 contains 122862 members 
Entering Unmasked Estep 
Score: -33224490.000000 Penalty: 6200.324707
	Iteration 8Q: 3 clusters Score -3.322449e+07 nChanged 12522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151191 members 
Mstep: Class 2 contains 117322 members 
Entering Unmasked Estep 
Score: -33230316.000000 Penalty: 6200.324707
	Iteration 9Q: 3 clusters Score -3.323032e+07 nChanged 15070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158783 members 
Mstep: Class 2 contains 109730 members 
Entering Unmasked Estep 
Score: -33239460.000000 Penalty: 6200.324707
	Iteration 10F: 3 clusters Score -3.323946e+07 nChanged 17324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167891 members 
Mstep: Class 2 contains 100622 members 
Entering Unmasked Estep 
Score: -33253208.000000 Penalty: 6200.324707
	Iteration 11F: 3 clusters Score -3.325321e+07 nChanged 17879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177018 members 
Mstep: Class 2 contains 91495 members 
Entering Unmasked Estep 
Score: -33269590.000000 Penalty: 6200.324707
	Iteration 12F: 3 clusters Score -3.326959e+07 nChanged 15306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184442 members 
Mstep: Class 2 contains 84071 members 
Entering Unmasked Estep 
Score: -33281488.000000 Penalty: 6200.324707
	Iteration 13F: 3 clusters Score -3.328149e+07 nChanged 10097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190231 members 
Mstep: Class 2 contains 78282 members 
Entering Unmasked Estep 
Score: -33286436.000000 Penalty: 6200.324707
	Iteration 14Q: 3 clusters Score -3.328644e+07 nChanged 6523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195536 members 
Mstep: Class 2 contains 72977 members 
Entering Unmasked Estep 
Score: -33289018.000000 Penalty: 6200.324707
	Iteration 15Q: 3 clusters Score -3.328902e+07 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200684 members 
Mstep: Class 2 contains 67829 members 
Entering Unmasked Estep 
Score: -33291308.000000 Penalty: 6200.324707
	Iteration 16Q: 3 clusters Score -3.329131e+07 nChanged 5211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205575 members 
Mstep: Class 2 contains 62938 members 
Entering Unmasked Estep 
Score: -33293148.000000 Penalty: 6200.324707
	Iteration 17Q: 3 clusters Score -3.329315e+07 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210458 members 
Mstep: Class 2 contains 58055 members 
Entering Unmasked Estep 
Score: -33294402.000000 Penalty: 6200.324707
	Iteration 18Q: 3 clusters Score -3.32944e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215251 members 
Mstep: Class 2 contains 53262 members 
Entering Unmasked Estep 
Score: -33295464.000000 Penalty: 6200.324707
	Iteration 19Q: 3 clusters Score -3.329546e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219853 members 
Mstep: Class 2 contains 48660 members 
Entering Unmasked Estep 
Score: -33296086.000000 Penalty: 6200.324707
	Iteration 20F: 3 clusters Score -3.329609e+07 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224371 members 
Mstep: Class 2 contains 44142 members 
Entering Unmasked Estep 
Score: -33297094.000000 Penalty: 6200.324707
	Iteration 21Q: 3 clusters Score -3.329709e+07 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228631 members 
Mstep: Class 2 contains 39882 members 
Entering Unmasked Estep 
Score: -33297582.000000 Penalty: 6200.324707
	Iteration 22Q: 3 clusters Score -3.329758e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232598 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -33298366.000000 Penalty: 6200.324707
	Iteration 23Q: 3 clusters Score -3.329837e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236216 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -33298752.000000 Penalty: 6200.324707
	Iteration 24Q: 3 clusters Score -3.329875e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239531 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -33299232.000000 Penalty: 6200.324707
	Iteration 25Q: 3 clusters Score -3.329923e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242543 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
Score: -33299742.000000 Penalty: 6200.324707
	Iteration 26Q: 3 clusters Score -3.329974e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245286 members 
Mstep: Class 2 contains 23227 members 
Entering Unmasked Estep 
Score: -33300216.000000 Penalty: 6200.324707
	Iteration 27Q: 3 clusters Score -3.330022e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247681 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -33300550.000000 Penalty: 6200.324707
	Iteration 28Q: 3 clusters Score -3.330055e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249771 members 
Mstep: Class 2 contains 18742 members 
Entering Unmasked Estep 
Score: -33300794.000000 Penalty: 6200.324707
	Iteration 29Q: 3 clusters Score -3.330079e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251604 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -33300998.000000 Penalty: 6200.324707
	Iteration 30Q: 3 clusters Score -3.3301e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253215 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -33301316.000000 Penalty: 6200.324707
	Iteration 31Q: 3 clusters Score -3.330132e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254631 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -33301484.000000 Penalty: 6200.324707
	Iteration 32Q: 3 clusters Score -3.330148e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255886 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -33301452.000000 Penalty: 6200.324707
	Iteration 33Q: 3 clusters Score -3.330145e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256977 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -33301572.000000 Penalty: 6200.324707
	Iteration 34Q: 3 clusters Score -3.330157e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257969 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -33301558.000000 Penalty: 6200.324707
	Iteration 35Q: 3 clusters Score -3.330156e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258847 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -33301588.000000 Penalty: 6200.324707
	Iteration 36Q: 3 clusters Score -3.330159e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259637 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -33301492.000000 Penalty: 6200.324707
	Iteration 37Q: 3 clusters Score -3.330149e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260334 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -33301540.000000 Penalty: 6200.324707
	Iteration 38Q: 3 clusters Score -3.330154e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260979 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -33301476.000000 Penalty: 6200.324707
	Iteration 39Q: 3 clusters Score -3.330148e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261549 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -33301414.000000 Penalty: 6200.324707
	Iteration 40F: 3 clusters Score -3.330141e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262091 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -33301322.000000 Penalty: 6200.324707
	Iteration 41Q: 3 clusters Score -3.330132e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262599 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -33301332.000000 Penalty: 6200.324707
	Iteration 42Q: 3 clusters Score -3.330133e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263051 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -33301320.000000 Penalty: 6200.324707
	Iteration 43Q: 3 clusters Score -3.330132e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263469 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -33301334.000000 Penalty: 6200.324707
	Iteration 44Q: 3 clusters Score -3.330133e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263866 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -33301386.000000 Penalty: 6200.324707
	Iteration 45Q: 3 clusters Score -3.330139e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264216 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -33301458.000000 Penalty: 6200.324707
	Iteration 46Q: 3 clusters Score -3.330146e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264534 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -33301420.000000 Penalty: 6200.324707
	Iteration 47Q: 3 clusters Score -3.330142e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264823 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -33301412.000000 Penalty: 6200.324707
	Iteration 48Q: 3 clusters Score -3.330141e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265088 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -33301466.000000 Penalty: 6200.324707
	Iteration 49Q: 3 clusters Score -3.330147e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265323 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -33301434.000000 Penalty: 6200.324707
	Iteration 50Q: 3 clusters Score -3.330143e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265535 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -33301414.000000 Penalty: 6200.324707
	Iteration 51Q: 3 clusters Score -3.330141e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265737 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -33301446.000000 Penalty: 6200.324707
	Iteration 52Q: 3 clusters Score -3.330145e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265925 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -33301484.000000 Penalty: 6200.324707
	Iteration 53Q: 3 clusters Score -3.330148e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266080 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -33301504.000000 Penalty: 6200.324707
	Iteration 54Q: 3 clusters Score -3.33015e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266203 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -33301524.000000 Penalty: 6200.324707
	Iteration 55Q: 3 clusters Score -3.330152e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266316 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -33301562.000000 Penalty: 6200.324707
	Iteration 56Q: 3 clusters Score -3.330156e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266423 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -33301538.000000 Penalty: 6200.324707
	Iteration 57Q: 3 clusters Score -3.330154e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266521 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -33301532.000000 Penalty: 6200.324707
	Iteration 58Q: 3 clusters Score -3.330153e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266606 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -33301506.000000 Penalty: 6200.324707
	Iteration 59Q: 3 clusters Score -3.330151e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266681 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -33301508.000000 Penalty: 6200.324707
	Iteration 60F: 3 clusters Score -3.330151e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266756 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -33301510.000000 Penalty: 6200.324707
	Iteration 61Q: 3 clusters Score -3.330151e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266828 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -33301550.000000 Penalty: 6200.324707
	Iteration 62Q: 3 clusters Score -3.330155e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266890 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -33301554.000000 Penalty: 6200.324707
	Iteration 63Q: 3 clusters Score -3.330155e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266939 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -33301546.000000 Penalty: 6200.324707
	Iteration 64Q: 3 clusters Score -3.330155e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266998 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -33301510.000000 Penalty: 6200.324707
	Iteration 65Q: 3 clusters Score -3.330151e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267045 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -33301474.000000 Penalty: 6200.324707
	Iteration 66Q: 3 clusters Score -3.330147e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267086 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -33301458.000000 Penalty: 6200.324707
	Iteration 67Q: 3 clusters Score -3.330146e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267115 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -33301452.000000 Penalty: 6200.324707
	Iteration 68Q: 3 clusters Score -3.330145e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267155 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -33301408.000000 Penalty: 6200.324707
	Iteration 69Q: 3 clusters Score -3.330141e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267196 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -33301424.000000 Penalty: 6200.324707
	Iteration 70Q: 3 clusters Score -3.330142e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267224 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -33301410.000000 Penalty: 6200.324707
	Iteration 71Q: 3 clusters Score -3.330141e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267256 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -33301406.000000 Penalty: 6200.324707
	Iteration 72Q: 3 clusters Score -3.330141e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267283 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -33301452.000000 Penalty: 6200.324707
	Iteration 73Q: 3 clusters Score -3.330145e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267302 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -33301416.000000 Penalty: 6200.324707
	Iteration 74Q: 3 clusters Score -3.330142e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267320 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -33301404.000000 Penalty: 6200.324707
	Iteration 75Q: 3 clusters Score -3.33014e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267333 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -33301406.000000 Penalty: 6200.324707
	Iteration 76Q: 3 clusters Score -3.330141e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267354 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -33301410.000000 Penalty: 6200.324707
	Iteration 77Q: 3 clusters Score -3.330141e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267371 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -33301398.000000 Penalty: 6200.324707
	Iteration 78Q: 3 clusters Score -3.33014e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267384 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -33301418.000000 Penalty: 6200.324707
	Iteration 79Q: 3 clusters Score -3.330142e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267395 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -33301398.000000 Penalty: 6200.324707
	Iteration 80F: 3 clusters Score -3.33014e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267407 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -33301422.000000 Penalty: 6200.324707
	Iteration 81Q: 3 clusters Score -3.330142e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267419 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -33301436.000000 Penalty: 6200.324707
	Iteration 82Q: 3 clusters Score -3.330144e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267431 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -33301444.000000 Penalty: 6200.324707
	Iteration 83Q: 3 clusters Score -3.330144e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267444 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -33301464.000000 Penalty: 6200.324707
	Iteration 84Q: 3 clusters Score -3.330146e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267455 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -33301450.000000 Penalty: 6200.324707
	Iteration 85Q: 3 clusters Score -3.330145e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267464 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -33301446.000000 Penalty: 6200.324707
	Iteration 86Q: 3 clusters Score -3.330145e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267470 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -33301454.000000 Penalty: 6200.324707
	Iteration 87Q: 3 clusters Score -3.330145e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267480 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -33301434.000000 Penalty: 6200.324707
	Iteration 88Q: 3 clusters Score -3.330143e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267487 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -33301452.000000 Penalty: 6200.324707
	Iteration 89Q: 3 clusters Score -3.330145e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267493 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -33301454.000000 Penalty: 6200.324707
	Iteration 90Q: 3 clusters Score -3.330145e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267498 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -33301468.000000 Penalty: 6200.324707
	Iteration 91Q: 3 clusters Score -3.330147e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267508 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -33301458.000000 Penalty: 6200.324707
	Iteration 92Q: 3 clusters Score -3.330146e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267518 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -33301478.000000 Penalty: 6200.324707
	Iteration 93Q: 3 clusters Score -3.330148e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267525 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -33301472.000000 Penalty: 6200.324707
	Iteration 94Q: 3 clusters Score -3.330147e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267537 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -33301498.000000 Penalty: 6200.324707
	Iteration 95Q: 3 clusters Score -3.33015e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267551 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -33301508.000000 Penalty: 6200.324707
	Iteration 96Q: 3 clusters Score -3.330151e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267558 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -33301516.000000 Penalty: 6200.324707
	Iteration 97Q: 3 clusters Score -3.330152e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267561 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -33301510.000000 Penalty: 6200.324707
	Iteration 98Q: 3 clusters Score -3.330151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267563 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -33301524.000000 Penalty: 6200.324707
	Iteration 99Q: 3 clusters Score -3.330152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267563 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -33301512.000000 Penalty: 6200.324707
	Iteration 100F: 3 clusters Score -3.330151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267562 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -33301496.000000 Penalty: 6200.324707
	Iteration 101Q: 3 clusters Score -3.33015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267562 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -33301504.000000 Penalty: 6200.324707
	Iteration 102Q: 3 clusters Score -3.33015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267564 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -33301496.000000 Penalty: 6200.324707
	Iteration 103Q: 3 clusters Score -3.33015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267566 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -33301496.000000 Penalty: 6200.324707
	Iteration 104Q: 3 clusters Score -3.33015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267569 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -33301486.000000 Penalty: 6200.324707
	Iteration 105Q: 3 clusters Score -3.330149e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267567 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -33301488.000000 Penalty: 6200.324707
	Iteration 106Q: 3 clusters Score -3.330149e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267567 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -33301488.000000 Penalty: 6200.324707
	Iteration 107F: 3 clusters Score -3.330149e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Entering Unmasked Estep 
Score: -499712.375000 Penalty: 2070.202393
	Iteration 0F: 2 clusters Score -499712.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -495694.531250 Penalty: 4140.404785
	Iteration 0F: 3 clusters Score -495694.5 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -496622.781250 Penalty: 4140.404785
	Iteration 1F: 3 clusters Score -496622.8 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -496884.000000 Penalty: 4140.404785
	Iteration 2F: 3 clusters Score -496884 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -497035.968750 Penalty: 4140.404785
	Iteration 3F: 3 clusters Score -497036 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -497150.968750 Penalty: 4140.404785
	Iteration 4Q: 3 clusters Score -497151 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -497235.375000 Penalty: 4140.404785
	Iteration 5Q: 3 clusters Score -497235.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -497315.687500 Penalty: 4140.404785
	Iteration 6Q: 3 clusters Score -497315.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -497389.718750 Penalty: 4140.404785
	Iteration 7Q: 3 clusters Score -497389.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -497462.531250 Penalty: 4140.404785
	Iteration 8Q: 3 clusters Score -497462.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -497539.468750 Penalty: 4140.404785
	Iteration 9Q: 3 clusters Score -497539.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -497628.218750 Penalty: 4140.404785
	Iteration 10Q: 3 clusters Score -497628.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -497768.062500 Penalty: 4140.404785
	Iteration 11Q: 3 clusters Score -497768.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -497967.968750 Penalty: 4140.404785
	Iteration 12Q: 3 clusters Score -497968 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -498118.906250 Penalty: 4140.404785
	Iteration 13Q: 3 clusters Score -498118.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -498216.500000 Penalty: 4140.404785
	Iteration 14Q: 3 clusters Score -498216.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -498292.156250 Penalty: 4140.404785
	Iteration 15Q: 3 clusters Score -498292.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -498345.937500 Penalty: 4140.404785
	Iteration 16Q: 3 clusters Score -498345.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -498387.687500 Penalty: 4140.404785
	Iteration 17Q: 3 clusters Score -498387.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -498425.062500 Penalty: 4140.404785
	Iteration 18Q: 3 clusters Score -498425.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -498451.062500 Penalty: 4140.404785
	Iteration 19Q: 3 clusters Score -498451.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -498477.218750 Penalty: 4140.404785
	Iteration 20F: 3 clusters Score -498477.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -498499.750000 Penalty: 4140.404785
	Iteration 21Q: 3 clusters Score -498499.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -498513.812500 Penalty: 4140.404785
	Iteration 22Q: 3 clusters Score -498513.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -498522.312500 Penalty: 4140.404785
	Iteration 23Q: 3 clusters Score -498522.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -498528.906250 Penalty: 4140.404785
	Iteration 24Q: 3 clusters Score -498528.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -498538.187500 Penalty: 4140.404785
	Iteration 25Q: 3 clusters Score -498538.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -498541.625000 Penalty: 4140.404785
	Iteration 26Q: 3 clusters Score -498541.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -498547.968750 Penalty: 4140.404785
	Iteration 27Q: 3 clusters Score -498548 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -498554.906250 Penalty: 4140.404785
	Iteration 28Q: 3 clusters Score -498554.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -498562.625000 Penalty: 4140.404785
	Iteration 29Q: 3 clusters Score -498562.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -498567.031250 Penalty: 4140.404785
	Iteration 30Q: 3 clusters Score -498567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -498574.281250 Penalty: 4140.404785
	Iteration 31Q: 3 clusters Score -498574.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -498584.968750 Penalty: 4140.404785
	Iteration 32Q: 3 clusters Score -498585 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -498599.000000 Penalty: 4140.404785
	Iteration 33Q: 3 clusters Score -498599 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -498612.750000 Penalty: 4140.404785
	Iteration 34Q: 3 clusters Score -498612.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -498629.843750 Penalty: 4140.404785
	Iteration 35Q: 3 clusters Score -498629.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -498641.562500 Penalty: 4140.404785
	Iteration 36Q: 3 clusters Score -498641.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -498653.718750 Penalty: 4140.404785
	Iteration 37Q: 3 clusters Score -498653.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -498666.250000 Penalty: 4140.404785
	Iteration 38Q: 3 clusters Score -498666.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -498671.906250 Penalty: 4140.404785
	Iteration 39Q: 3 clusters Score -498671.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -498674.531250 Penalty: 4140.404785
	Iteration 40F: 3 clusters Score -498674.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -498678.562500 Penalty: 4140.404785
	Iteration 41Q: 3 clusters Score -498678.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -498683.375000 Penalty: 4140.404785
	Iteration 42Q: 3 clusters Score -498683.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -498686.312500 Penalty: 4140.404785
	Iteration 43Q: 3 clusters Score -498686.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -498688.500000 Penalty: 4140.404785
	Iteration 44Q: 3 clusters Score -498688.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -498690.968750 Penalty: 4140.404785
	Iteration 45Q: 3 clusters Score -498691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -498691.187500 Penalty: 4140.404785
	Iteration 46Q: 3 clusters Score -498691.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -498693.875000 Penalty: 4140.404785
	Iteration 47Q: 3 clusters Score -498693.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -498694.343750 Penalty: 4140.404785
	Iteration 48Q: 3 clusters Score -498694.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -498696.718750 Penalty: 4140.404785
	Iteration 49Q: 3 clusters Score -498696.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -498699.281250 Penalty: 4140.404785
	Iteration 50Q: 3 clusters Score -498699.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -498702.312500 Penalty: 4140.404785
	Iteration 51Q: 3 clusters Score -498702.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -498705.250000 Penalty: 4140.404785
	Iteration 52Q: 3 clusters Score -498705.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -498710.062500 Penalty: 4140.404785
	Iteration 53Q: 3 clusters Score -498710.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -498712.593750 Penalty: 4140.404785
	Iteration 54Q: 3 clusters Score -498712.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -498718.000000 Penalty: 4140.404785
	Iteration 55Q: 3 clusters Score -498718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -498721.843750 Penalty: 4140.404785
	Iteration 56Q: 3 clusters Score -498721.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -498724.687500 Penalty: 4140.404785
	Iteration 57Q: 3 clusters Score -498724.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -498727.531250 Penalty: 4140.404785
	Iteration 58Q: 3 clusters Score -498727.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -498732.281250 Penalty: 4140.404785
	Iteration 59Q: 3 clusters Score -498732.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -498735.906250 Penalty: 4140.404785
	Iteration 60F: 3 clusters Score -498735.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -498739.093750 Penalty: 4140.404785
	Iteration 61Q: 3 clusters Score -498739.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -498741.593750 Penalty: 4140.404785
	Iteration 62Q: 3 clusters Score -498741.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -498746.312500 Penalty: 4140.404785
	Iteration 63Q: 3 clusters Score -498746.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -498747.656250 Penalty: 4140.404785
	Iteration 64Q: 3 clusters Score -498747.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -498748.500000 Penalty: 4140.404785
	Iteration 65Q: 3 clusters Score -498748.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -498748.937500 Penalty: 4140.404785
	Iteration 66Q: 3 clusters Score -498748.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -498749.156250 Penalty: 4140.404785
	Iteration 67Q: 3 clusters Score -498749.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -498749.937500 Penalty: 4140.404785
	Iteration 68Q: 3 clusters Score -498749.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -498749.937500 Penalty: 4140.404785
	Iteration 69F: 3 clusters Score -498749.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (17698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Entering Unmasked Estep 
Score: -2225625.000000 Penalty: 2425.739258
	Iteration 0F: 2 clusters Score -2225625 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -2212993.000000 Penalty: 4851.478516
	Iteration 0F: 3 clusters Score -2212993 nChanged 7713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -2217063.750000 Penalty: 4851.478516
	Iteration 1F: 3 clusters Score -2217064 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -2217415.750000 Penalty: 4851.478516
	Iteration 2F: 3 clusters Score -2217416 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -2217713.250000 Penalty: 4851.478516
	Iteration 3Q: 3 clusters Score -2217713 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -2218003.750000 Penalty: 4851.478516
	Iteration 4Q: 3 clusters Score -2218004 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -2218338.250000 Penalty: 4851.478516
	Iteration 5Q: 3 clusters Score -2218338 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -2218757.500000 Penalty: 4851.478516
	Iteration 6Q: 3 clusters Score -2218758 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -2219334.250000 Penalty: 4851.478516
	Iteration 7F: 3 clusters Score -2219334 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -2220091.250000 Penalty: 4851.478516
	Iteration 8F: 3 clusters Score -2220091 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -2220972.750000 Penalty: 4851.478516
	Iteration 9F: 3 clusters Score -2220973 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -2221818.250000 Penalty: 4851.478516
	Iteration 10F: 3 clusters Score -2221818 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -2222463.750000 Penalty: 4851.478516
	Iteration 11Q: 3 clusters Score -2222464 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -2222909.000000 Penalty: 4851.478516
	Iteration 12Q: 3 clusters Score -2222909 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2223145.500000 Penalty: 4851.478516
	Iteration 13Q: 3 clusters Score -2223146 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2223281.750000 Penalty: 4851.478516
	Iteration 14Q: 3 clusters Score -2223282 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2223367.750000 Penalty: 4851.478516
	Iteration 15Q: 3 clusters Score -2223368 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2223426.500000 Penalty: 4851.478516
	Iteration 16Q: 3 clusters Score -2223426 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2223471.000000 Penalty: 4851.478516
	Iteration 17Q: 3 clusters Score -2223471 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2223489.750000 Penalty: 4851.478516
	Iteration 18Q: 3 clusters Score -2223490 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2223511.750000 Penalty: 4851.478516
	Iteration 19Q: 3 clusters Score -2223512 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2223525.250000 Penalty: 4851.478516
	Iteration 20F: 3 clusters Score -2223525 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2223539.250000 Penalty: 4851.478516
	Iteration 21Q: 3 clusters Score -2223539 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2223553.750000 Penalty: 4851.478516
	Iteration 22Q: 3 clusters Score -2223554 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2223556.500000 Penalty: 4851.478516
	Iteration 23Q: 3 clusters Score -2223556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2223560.750000 Penalty: 4851.478516
	Iteration 24Q: 3 clusters Score -2223561 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2223572.000000 Penalty: 4851.478516
	Iteration 25Q: 3 clusters Score -2223572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2223577.500000 Penalty: 4851.478516
	Iteration 26Q: 3 clusters Score -2223578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2223574.750000 Penalty: 4851.478516
	Iteration 27Q: 3 clusters Score -2223575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2223576.750000 Penalty: 4851.478516
	Iteration 28Q: 3 clusters Score -2223577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2223577.000000 Penalty: 4851.478516
	Iteration 29Q: 3 clusters Score -2223577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2223576.250000 Penalty: 4851.478516
	Iteration 30Q: 3 clusters Score -2223576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2223580.000000 Penalty: 4851.478516
	Iteration 31Q: 3 clusters Score -2223580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2223580.250000 Penalty: 4851.478516
	Iteration 32Q: 3 clusters Score -2223580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2223583.500000 Penalty: 4851.478516
	Iteration 33Q: 3 clusters Score -2223584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2223583.500000 Penalty: 4851.478516
	Iteration 34F: 3 clusters Score -2223584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (2299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Entering Unmasked Estep 
Score: -272314.656250 Penalty: 1919.576904
	Iteration 0F: 2 clusters Score -272314.7 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 1142 members 
Entering Unmasked Estep 
Score: -269496.968750 Penalty: 3839.153809
	Iteration 0F: 3 clusters Score -269497 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -270027.250000 Penalty: 3839.153809
	Iteration 1F: 3 clusters Score -270027.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -270153.968750 Penalty: 3839.153809
	Iteration 2F: 3 clusters Score -270154 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -270223.437500 Penalty: 3839.153809
	Iteration 3Q: 3 clusters Score -270223.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -270264.187500 Penalty: 3839.153809
	Iteration 4Q: 3 clusters Score -270264.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -270287.937500 Penalty: 3839.153809
	Iteration 5Q: 3 clusters Score -270287.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -270301.593750 Penalty: 3839.153809
	Iteration 6Q: 3 clusters Score -270301.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -270312.562500 Penalty: 3839.153809
	Iteration 7Q: 3 clusters Score -270312.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -270321.718750 Penalty: 3839.153809
	Iteration 8Q: 3 clusters Score -270321.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -270329.468750 Penalty: 3839.153809
	Iteration 9Q: 3 clusters Score -270329.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -270338.656250 Penalty: 3839.153809
	Iteration 10Q: 3 clusters Score -270338.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -270352.531250 Penalty: 3839.153809
	Iteration 11Q: 3 clusters Score -270352.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -270363.343750 Penalty: 3839.153809
	Iteration 12Q: 3 clusters Score -270363.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -270374.406250 Penalty: 3839.153809
	Iteration 13Q: 3 clusters Score -270374.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -270382.437500 Penalty: 3839.153809
	Iteration 14Q: 3 clusters Score -270382.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -270390.156250 Penalty: 3839.153809
	Iteration 15Q: 3 clusters Score -270390.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -270396.906250 Penalty: 3839.153809
	Iteration 16Q: 3 clusters Score -270396.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -270409.625000 Penalty: 3839.153809
	Iteration 17Q: 3 clusters Score -270409.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -270420.375000 Penalty: 3839.153809
	Iteration 18Q: 3 clusters Score -270420.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -270436.593750 Penalty: 3839.153809
	Iteration 19Q: 3 clusters Score -270436.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -270458.218750 Penalty: 3839.153809
	Iteration 20F: 3 clusters Score -270458.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -270478.406250 Penalty: 3839.153809
	Iteration 21Q: 3 clusters Score -270478.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -270493.687500 Penalty: 3839.153809
	Iteration 22Q: 3 clusters Score -270493.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -270504.562500 Penalty: 3839.153809
	Iteration 23Q: 3 clusters Score -270504.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -270516.062500 Penalty: 3839.153809
	Iteration 24Q: 3 clusters Score -270516.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -270529.750000 Penalty: 3839.153809
	Iteration 25Q: 3 clusters Score -270529.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -270545.093750 Penalty: 3839.153809
	Iteration 26Q: 3 clusters Score -270545.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -270555.812500 Penalty: 3839.153809
	Iteration 27Q: 3 clusters Score -270555.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -270564.906250 Penalty: 3839.153809
	Iteration 28Q: 3 clusters Score -270564.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -270572.343750 Penalty: 3839.153809
	Iteration 29Q: 3 clusters Score -270572.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -270583.281250 Penalty: 3839.153809
	Iteration 30Q: 3 clusters Score -270583.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -270592.718750 Penalty: 3839.153809
	Iteration 31Q: 3 clusters Score -270592.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -270603.375000 Penalty: 3839.153809
	Iteration 32Q: 3 clusters Score -270603.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -270610.812500 Penalty: 3839.153809
	Iteration 33Q: 3 clusters Score -270610.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -270613.593750 Penalty: 3839.153809
	Iteration 34Q: 3 clusters Score -270613.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -270615.718750 Penalty: 3839.153809
	Iteration 35Q: 3 clusters Score -270615.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -270620.562500 Penalty: 3839.153809
	Iteration 36Q: 3 clusters Score -270620.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -270629.250000 Penalty: 3839.153809
	Iteration 37Q: 3 clusters Score -270629.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -270635.031250 Penalty: 3839.153809
	Iteration 38Q: 3 clusters Score -270635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -270646.062500 Penalty: 3839.153809
	Iteration 39Q: 3 clusters Score -270646.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -270653.968750 Penalty: 3839.153809
	Iteration 40F: 3 clusters Score -270654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -270663.968750 Penalty: 3839.153809
	Iteration 41Q: 3 clusters Score -270664 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -270676.218750 Penalty: 3839.153809
	Iteration 42Q: 3 clusters Score -270676.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -270689.000000 Penalty: 3839.153809
	Iteration 43Q: 3 clusters Score -270689 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -270702.375000 Penalty: 3839.153809
	Iteration 44Q: 3 clusters Score -270702.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -270707.031250 Penalty: 3839.153809
	Iteration 45Q: 3 clusters Score -270707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -270709.250000 Penalty: 3839.153809
	Iteration 46Q: 3 clusters Score -270709.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -270710.468750 Penalty: 3839.153809
	Iteration 47Q: 3 clusters Score -270710.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -270711.156250 Penalty: 3839.153809
	Iteration 48Q: 3 clusters Score -270711.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -270711.562500 Penalty: 3839.153809
	Iteration 49Q: 3 clusters Score -270711.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -270712.781250 Penalty: 3839.153809
	Iteration 50Q: 3 clusters Score -270712.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -270713.875000 Penalty: 3839.153809
	Iteration 51Q: 3 clusters Score -270713.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -270713.875000 Penalty: 3839.153809
	Iteration 52F: 3 clusters Score -270713.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (28440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Entering Unmasked Estep 
Score: -3580328.750000 Penalty: 2543.376953
	Iteration 0F: 2 clusters Score -3580329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -3560594.000000 Penalty: 5086.753906
	Iteration 0F: 3 clusters Score -3560594 nChanged 12922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -3567677.000000 Penalty: 5086.753906
	Iteration 1F: 3 clusters Score -3567677 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -3568192.000000 Penalty: 5086.753906
	Iteration 2Q: 3 clusters Score -3568192 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -3568716.000000 Penalty: 5086.753906
	Iteration 3Q: 3 clusters Score -3568716 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -3569185.000000 Penalty: 5086.753906
	Iteration 4Q: 3 clusters Score -3569185 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -3569631.250000 Penalty: 5086.753906
	Iteration 5Q: 3 clusters Score -3569631 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -3570038.750000 Penalty: 5086.753906
	Iteration 6Q: 3 clusters Score -3570039 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -3570490.250000 Penalty: 5086.753906
	Iteration 7Q: 3 clusters Score -3570490 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -3571024.250000 Penalty: 5086.753906
	Iteration 8Q: 3 clusters Score -3571024 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -3571660.000000 Penalty: 5086.753906
	Iteration 9Q: 3 clusters Score -3571660 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -3572383.250000 Penalty: 5086.753906
	Iteration 10Q: 3 clusters Score -3572383 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -3573165.500000 Penalty: 5086.753906
	Iteration 11Q: 3 clusters Score -3573166 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -3573938.000000 Penalty: 5086.753906
	Iteration 12Q: 3 clusters Score -3573938 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -3574596.500000 Penalty: 5086.753906
	Iteration 13Q: 3 clusters Score -3574596 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -3575062.750000 Penalty: 5086.753906
	Iteration 14Q: 3 clusters Score -3575063 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -3575367.000000 Penalty: 5086.753906
	Iteration 15Q: 3 clusters Score -3575367 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -3575596.750000 Penalty: 5086.753906
	Iteration 16Q: 3 clusters Score -3575597 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -3575764.500000 Penalty: 5086.753906
	Iteration 17Q: 3 clusters Score -3575764 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -3575877.500000 Penalty: 5086.753906
	Iteration 18Q: 3 clusters Score -3575878 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -3576019.250000 Penalty: 5086.753906
	Iteration 19Q: 3 clusters Score -3576019 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -3576133.000000 Penalty: 5086.753906
	Iteration 20F: 3 clusters Score -3576133 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -3576211.750000 Penalty: 5086.753906
	Iteration 21Q: 3 clusters Score -3576212 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -3576322.500000 Penalty: 5086.753906
	Iteration 22Q: 3 clusters Score -3576322 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -3576433.500000 Penalty: 5086.753906
	Iteration 23Q: 3 clusters Score -3576434 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -3576517.000000 Penalty: 5086.753906
	Iteration 24Q: 3 clusters Score -3576517 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -3576650.250000 Penalty: 5086.753906
	Iteration 25Q: 3 clusters Score -3576650 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -3576747.000000 Penalty: 5086.753906
	Iteration 26Q: 3 clusters Score -3576747 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -3576843.500000 Penalty: 5086.753906
	Iteration 27Q: 3 clusters Score -3576844 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -3576946.500000 Penalty: 5086.753906
	Iteration 28Q: 3 clusters Score -3576946 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23079 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -3577060.750000 Penalty: 5086.753906
	Iteration 29Q: 3 clusters Score -3577061 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -3577190.250000 Penalty: 5086.753906
	Iteration 30Q: 3 clusters Score -3577190 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -3577292.000000 Penalty: 5086.753906
	Iteration 31Q: 3 clusters Score -3577292 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -3577403.750000 Penalty: 5086.753906
	Iteration 32Q: 3 clusters Score -3577404 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -3577539.000000 Penalty: 5086.753906
	Iteration 33Q: 3 clusters Score -3577539 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -3577650.500000 Penalty: 5086.753906
	Iteration 34Q: 3 clusters Score -3577650 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -3577736.500000 Penalty: 5086.753906
	Iteration 35Q: 3 clusters Score -3577736 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -3577847.250000 Penalty: 5086.753906
	Iteration 36Q: 3 clusters Score -3577847 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -3577945.500000 Penalty: 5086.753906
	Iteration 37Q: 3 clusters Score -3577946 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -3578045.250000 Penalty: 5086.753906
	Iteration 38Q: 3 clusters Score -3578045 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -3578152.250000 Penalty: 5086.753906
	Iteration 39Q: 3 clusters Score -3578152 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -3578240.250000 Penalty: 5086.753906
	Iteration 40F: 3 clusters Score -3578240 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -3578322.250000 Penalty: 5086.753906
	Iteration 41Q: 3 clusters Score -3578322 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26387 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -3578395.250000 Penalty: 5086.753906
	Iteration 42Q: 3 clusters Score -3578395 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -3578462.250000 Penalty: 5086.753906
	Iteration 43Q: 3 clusters Score -3578462 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -3578522.000000 Penalty: 5086.753906
	Iteration 44Q: 3 clusters Score -3578522 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3578586.500000 Penalty: 5086.753906
	Iteration 45Q: 3 clusters Score -3578586 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -3578648.250000 Penalty: 5086.753906
	Iteration 46Q: 3 clusters Score -3578648 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -3578679.500000 Penalty: 5086.753906
	Iteration 47Q: 3 clusters Score -3578680 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3578701.500000 Penalty: 5086.753906
	Iteration 48Q: 3 clusters Score -3578702 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -3578725.000000 Penalty: 5086.753906
	Iteration 49Q: 3 clusters Score -3578725 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27176 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -3578748.750000 Penalty: 5086.753906
	Iteration 50Q: 3 clusters Score -3578749 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3578776.250000 Penalty: 5086.753906
	Iteration 51Q: 3 clusters Score -3578776 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3578794.250000 Penalty: 5086.753906
	Iteration 52Q: 3 clusters Score -3578794 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27311 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3578802.750000 Penalty: 5086.753906
	Iteration 53Q: 3 clusters Score -3578803 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -3578822.750000 Penalty: 5086.753906
	Iteration 54Q: 3 clusters Score -3578823 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3578832.500000 Penalty: 5086.753906
	Iteration 55Q: 3 clusters Score -3578832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27382 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -3578848.750000 Penalty: 5086.753906
	Iteration 56Q: 3 clusters Score -3578849 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3578859.000000 Penalty: 5086.753906
	Iteration 57Q: 3 clusters Score -3578859 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -3578862.750000 Penalty: 5086.753906
	Iteration 58Q: 3 clusters Score -3578863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -3578872.000000 Penalty: 5086.753906
	Iteration 59Q: 3 clusters Score -3578872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -3578869.250000 Penalty: 5086.753906
	Iteration 60F: 3 clusters Score -3578869 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -3578876.250000 Penalty: 5086.753906
	Iteration 61Q: 3 clusters Score -3578876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -3578880.500000 Penalty: 5086.753906
	Iteration 62Q: 3 clusters Score -3578880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3578883.250000 Penalty: 5086.753906
	Iteration 63Q: 3 clusters Score -3578883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -3578886.500000 Penalty: 5086.753906
	Iteration 64Q: 3 clusters Score -3578886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3578891.250000 Penalty: 5086.753906
	Iteration 65Q: 3 clusters Score -3578891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3578892.500000 Penalty: 5086.753906
	Iteration 66Q: 3 clusters Score -3578892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3578906.250000 Penalty: 5086.753906
	Iteration 67Q: 3 clusters Score -3578906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3578909.000000 Penalty: 5086.753906
	Iteration 68Q: 3 clusters Score -3578909 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3578912.750000 Penalty: 5086.753906
	Iteration 69Q: 3 clusters Score -3578913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3578914.250000 Penalty: 5086.753906
	Iteration 70Q: 3 clusters Score -3578914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27542 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3578918.750000 Penalty: 5086.753906
	Iteration 71Q: 3 clusters Score -3578919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -3578921.750000 Penalty: 5086.753906
	Iteration 72Q: 3 clusters Score -3578922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27544 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3578918.500000 Penalty: 5086.753906
	Iteration 73Q: 3 clusters Score -3578918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27545 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -3578922.000000 Penalty: 5086.753906
	Iteration 74Q: 3 clusters Score -3578922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3578921.750000 Penalty: 5086.753906
	Iteration 75Q: 3 clusters Score -3578922 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -3578921.750000 Penalty: 5086.753906
	Iteration 76F: 3 clusters Score -3578922 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (5649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Entering Unmasked Estep 
Score: -714206.562500 Penalty: 2142.530029
	Iteration 0F: 2 clusters Score -714206.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -709260.625000 Penalty: 4285.060059
	Iteration 0F: 3 clusters Score -709260.6 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -710435.250000 Penalty: 4285.060059
	Iteration 1F: 3 clusters Score -710435.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -710666.500000 Penalty: 4285.060059
	Iteration 2F: 3 clusters Score -710666.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -710796.812500 Penalty: 4285.060059
	Iteration 3Q: 3 clusters Score -710796.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -710873.875000 Penalty: 4285.060059
	Iteration 4Q: 3 clusters Score -710873.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -710934.062500 Penalty: 4285.060059
	Iteration 5Q: 3 clusters Score -710934.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -710979.750000 Penalty: 4285.060059
	Iteration 6Q: 3 clusters Score -710979.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -711023.875000 Penalty: 4285.060059
	Iteration 7Q: 3 clusters Score -711023.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -711057.000000 Penalty: 4285.060059
	Iteration 8Q: 3 clusters Score -711057 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -711079.500000 Penalty: 4285.060059
	Iteration 9Q: 3 clusters Score -711079.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -711094.625000 Penalty: 4285.060059
	Iteration 10Q: 3 clusters Score -711094.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -711107.250000 Penalty: 4285.060059
	Iteration 11Q: 3 clusters Score -711107.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -711121.812500 Penalty: 4285.060059
	Iteration 12Q: 3 clusters Score -711121.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -711130.312500 Penalty: 4285.060059
	Iteration 13Q: 3 clusters Score -711130.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -711136.250000 Penalty: 4285.060059
	Iteration 14Q: 3 clusters Score -711136.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -711138.625000 Penalty: 4285.060059
	Iteration 15Q: 3 clusters Score -711138.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -711142.000000 Penalty: 4285.060059
	Iteration 16Q: 3 clusters Score -711142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -711147.625000 Penalty: 4285.060059
	Iteration 17Q: 3 clusters Score -711147.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -711152.250000 Penalty: 4285.060059
	Iteration 18Q: 3 clusters Score -711152.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -711154.312500 Penalty: 4285.060059
	Iteration 19Q: 3 clusters Score -711154.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -711156.875000 Penalty: 4285.060059
	Iteration 20F: 3 clusters Score -711156.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -711158.250000 Penalty: 4285.060059
	Iteration 21Q: 3 clusters Score -711158.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -711160.812500 Penalty: 4285.060059
	Iteration 22Q: 3 clusters Score -711160.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -711163.687500 Penalty: 4285.060059
	Iteration 23Q: 3 clusters Score -711163.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -711164.187500 Penalty: 4285.060059
	Iteration 24Q: 3 clusters Score -711164.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -711166.062500 Penalty: 4285.060059
	Iteration 25Q: 3 clusters Score -711166.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -711165.562500 Penalty: 4285.060059
	Iteration 26Q: 3 clusters Score -711165.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -711167.812500 Penalty: 4285.060059
	Iteration 27Q: 3 clusters Score -711167.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -711169.687500 Penalty: 4285.060059
	Iteration 28Q: 3 clusters Score -711169.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -711170.500000 Penalty: 4285.060059
	Iteration 29Q: 3 clusters Score -711170.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -711171.000000 Penalty: 4285.060059
	Iteration 30Q: 3 clusters Score -711171 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -711173.250000 Penalty: 4285.060059
	Iteration 31Q: 3 clusters Score -711173.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -711175.000000 Penalty: 4285.060059
	Iteration 32Q: 3 clusters Score -711175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -711174.875000 Penalty: 4285.060059
	Iteration 33Q: 3 clusters Score -711174.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -711178.562500 Penalty: 4285.060059
	Iteration 34Q: 3 clusters Score -711178.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -711180.250000 Penalty: 4285.060059
	Iteration 35Q: 3 clusters Score -711180.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -711181.312500 Penalty: 4285.060059
	Iteration 36Q: 3 clusters Score -711181.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -711184.625000 Penalty: 4285.060059
	Iteration 37Q: 3 clusters Score -711184.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -711185.562500 Penalty: 4285.060059
	Iteration 38Q: 3 clusters Score -711185.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -711184.687500 Penalty: 4285.060059
	Iteration 39Q: 3 clusters Score -711184.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -711186.062500 Penalty: 4285.060059
	Iteration 40F: 3 clusters Score -711186.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -711186.625000 Penalty: 4285.060059
	Iteration 41Q: 3 clusters Score -711186.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -711187.437500 Penalty: 4285.060059
	Iteration 42Q: 3 clusters Score -711187.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -711188.750000 Penalty: 4285.060059
	Iteration 43Q: 3 clusters Score -711188.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -711190.125000 Penalty: 4285.060059
	Iteration 44Q: 3 clusters Score -711190.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -711190.562500 Penalty: 4285.060059
	Iteration 45Q: 3 clusters Score -711190.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -711190.750000 Penalty: 4285.060059
	Iteration 46Q: 3 clusters Score -711190.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -711191.437500 Penalty: 4285.060059
	Iteration 47Q: 3 clusters Score -711191.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -711191.687500 Penalty: 4285.060059
	Iteration 48Q: 3 clusters Score -711191.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -711191.687500 Penalty: 4285.060059
	Iteration 49F: 3 clusters Score -711191.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Entering Unmasked Estep 
Score: -153161.890625 Penalty: 1781.411743
	Iteration 0F: 2 clusters Score -153161.9 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 651 members 
Entering Unmasked Estep 
Score: -151073.953125 Penalty: 3562.823486
	Iteration 0F: 3 clusters Score -151074 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -151505.140625 Penalty: 3562.823486
	Iteration 1F: 3 clusters Score -151505.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -151670.453125 Penalty: 3562.823486
	Iteration 2F: 3 clusters Score -151670.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -151830.093750 Penalty: 3562.823486
	Iteration 3F: 3 clusters Score -151830.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -152037.703125 Penalty: 3562.823486
	Iteration 4Q: 3 clusters Score -152037.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -152248.843750 Penalty: 3562.823486
	Iteration 5Q: 3 clusters Score -152248.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -152401.484375 Penalty: 3562.823486
	Iteration 6Q: 3 clusters Score -152401.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -152507.781250 Penalty: 3562.823486
	Iteration 7Q: 3 clusters Score -152507.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -152604.984375 Penalty: 3562.823486
	Iteration 8Q: 3 clusters Score -152605 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -152753.953125 Penalty: 3562.823486
	Iteration 9Q: 3 clusters Score -152754 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -152853.437500 Penalty: 3562.823486
	Iteration 10Q: 3 clusters Score -152853.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -152931.718750 Penalty: 3562.823486
	Iteration 11Q: 3 clusters Score -152931.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -153007.015625 Penalty: 3562.823486
	Iteration 12Q: 3 clusters Score -153007 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -153075.156250 Penalty: 3562.823486
	Iteration 13Q: 3 clusters Score -153075.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -153119.968750 Penalty: 3562.823486
	Iteration 14Q: 3 clusters Score -153120 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -153179.453125 Penalty: 3562.823486
	Iteration 15Q: 3 clusters Score -153179.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -153217.718750 Penalty: 3562.823486
	Iteration 16Q: 3 clusters Score -153217.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -153238.656250 Penalty: 3562.823486
	Iteration 17Q: 3 clusters Score -153238.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -153257.281250 Penalty: 3562.823486
	Iteration 18Q: 3 clusters Score -153257.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -153269.281250 Penalty: 3562.823486
	Iteration 19Q: 3 clusters Score -153269.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -153280.718750 Penalty: 3562.823486
	Iteration 20F: 3 clusters Score -153280.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -153291.703125 Penalty: 3562.823486
	Iteration 21Q: 3 clusters Score -153291.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -153295.484375 Penalty: 3562.823486
	Iteration 22Q: 3 clusters Score -153295.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -153298.015625 Penalty: 3562.823486
	Iteration 23Q: 3 clusters Score -153298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -153299.609375 Penalty: 3562.823486
	Iteration 24Q: 3 clusters Score -153299.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -153301.187500 Penalty: 3562.823486
	Iteration 25Q: 3 clusters Score -153301.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -153301.890625 Penalty: 3562.823486
	Iteration 26Q: 3 clusters Score -153301.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -153301.890625 Penalty: 3562.823486
	Iteration 27F: 3 clusters Score -153301.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 63224 members 
Mstep: Class 3 contains 14013 members 
Mstep: Class 4 contains 268513 members 
Mstep: Class 5 contains 4220 members 
Mstep: Class 6 contains 17698 members 
Mstep: Class 7 contains 2299 members 
Mstep: Class 8 contains 28440 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 10 contains 470 members 
Mstep: Class 11 contains 97410 members 
Mstep: Class 12 contains 21441 members 
Mstep: Class 13 contains 37758 members 
Mstep: Class 14 contains 4606 members 
Mstep: Class 15 contains 517 members 
Mstep: Class 16 contains 54175 members 
Mstep: Class 17 contains 919 members 
Mstep: Class 18 contains 169228 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 17915 members 
Mstep: Class 22 contains 36004 members 
Mstep: Class 23 contains 6669 members 
Mstep: Class 24 contains 847 members 
Entering Unmasked Estep 
Score: -104776312.000000 Penalty: 81314.312500
Splitting cluster 10 changes total score from -104777864.000000 to -104776312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (97410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97410 members 
Entering Unmasked Estep 
Score: -12204343.000000 Penalty: 2848.697510
	Iteration 0F: 2 clusters Score -1.220434e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48950 members 
Mstep: Class 2 contains 48460 members 
Entering Unmasked Estep 
Score: -12139451.000000 Penalty: 5697.395020
	Iteration 0F: 3 clusters Score -1.213945e+07 nChanged 45981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51909 members 
Mstep: Class 2 contains 45501 members 
Entering Unmasked Estep 
Score: -12165951.000000 Penalty: 5697.395020
	Iteration 1F: 3 clusters Score -1.216595e+07 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53994 members 
Mstep: Class 2 contains 43416 members 
Entering Unmasked Estep 
Score: -12167145.000000 Penalty: 5697.395020
	Iteration 2Q: 3 clusters Score -1.216714e+07 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57137 members 
Mstep: Class 2 contains 40273 members 
Entering Unmasked Estep 
Score: -12168899.000000 Penalty: 5697.395020
	Iteration 3Q: 3 clusters Score -1.21689e+07 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61613 members 
Mstep: Class 2 contains 35797 members 
Entering Unmasked Estep 
Score: -12171559.000000 Penalty: 5697.395020
	Iteration 4F: 3 clusters Score -1.217156e+07 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67713 members 
Mstep: Class 2 contains 29697 members 
Entering Unmasked Estep 
Score: -12175676.000000 Penalty: 5697.395020
	Iteration 5F: 3 clusters Score -1.217568e+07 nChanged 7737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75270 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -12181854.000000 Penalty: 5697.395020
	Iteration 6F: 3 clusters Score -1.218185e+07 nChanged 7896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83088 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -12188959.000000 Penalty: 5697.395020
	Iteration 7F: 3 clusters Score -1.218896e+07 nChanged 6399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89457 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -12195139.000000 Penalty: 5697.395020
	Iteration 8F: 3 clusters Score -1.219514e+07 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93377 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -12198978.000000 Penalty: 5697.395020
	Iteration 9Q: 3 clusters Score -1.219898e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95128 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -12200757.000000 Penalty: 5697.395020
	Iteration 10Q: 3 clusters Score -1.220076e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95772 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -12201520.000000 Penalty: 5697.395020
	Iteration 11Q: 3 clusters Score -1.220152e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96028 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -12201843.000000 Penalty: 5697.395020
	Iteration 12Q: 3 clusters Score -1.220184e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96163 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -12201979.000000 Penalty: 5697.395020
	Iteration 13Q: 3 clusters Score -1.220198e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96238 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -12202081.000000 Penalty: 5697.395020
	Iteration 14Q: 3 clusters Score -1.220208e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96281 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -12202133.000000 Penalty: 5697.395020
	Iteration 15Q: 3 clusters Score -1.220213e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96321 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -12202185.000000 Penalty: 5697.395020
	Iteration 16Q: 3 clusters Score -1.220218e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96346 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -12202233.000000 Penalty: 5697.395020
	Iteration 17Q: 3 clusters Score -1.220223e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96360 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -12202255.000000 Penalty: 5697.395020
	Iteration 18Q: 3 clusters Score -1.220226e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96373 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -12202289.000000 Penalty: 5697.395020
	Iteration 19Q: 3 clusters Score -1.220229e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96388 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -12202295.000000 Penalty: 5697.395020
	Iteration 20F: 3 clusters Score -1.22023e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96396 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -12202296.000000 Penalty: 5697.395020
	Iteration 21Q: 3 clusters Score -1.22023e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96402 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -12202307.000000 Penalty: 5697.395020
	Iteration 22Q: 3 clusters Score -1.220231e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96406 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -12202300.000000 Penalty: 5697.395020
	Iteration 23Q: 3 clusters Score -1.22023e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96412 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -12202300.000000 Penalty: 5697.395020
	Iteration 24Q: 3 clusters Score -1.22023e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96417 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -12202318.000000 Penalty: 5697.395020
	Iteration 25Q: 3 clusters Score -1.220232e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96421 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -12202323.000000 Penalty: 5697.395020
	Iteration 26Q: 3 clusters Score -1.220232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96426 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -12202322.000000 Penalty: 5697.395020
	Iteration 27Q: 3 clusters Score -1.220232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96427 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -12202321.000000 Penalty: 5697.395020
	Iteration 28Q: 3 clusters Score -1.220232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96430 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -12202325.000000 Penalty: 5697.395020
	Iteration 29Q: 3 clusters Score -1.220232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96431 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -12202322.000000 Penalty: 5697.395020
	Iteration 30Q: 3 clusters Score -1.220232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96432 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -12202325.000000 Penalty: 5697.395020
	Iteration 31Q: 3 clusters Score -1.220232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96433 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -12202323.000000 Penalty: 5697.395020
	Iteration 32Q: 3 clusters Score -1.220232e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96433 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -12202323.000000 Penalty: 5697.395020
	Iteration 33F: 3 clusters Score -1.220232e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (21441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Entering Unmasked Estep 
Score: -2585714.250000 Penalty: 2473.319092
	Iteration 0F: 2 clusters Score -2585714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -2570705.750000 Penalty: 4946.638184
	Iteration 0F: 3 clusters Score -2570706 nChanged 9518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2575810.250000 Penalty: 4946.638184
	Iteration 1F: 3 clusters Score -2575810 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2576223.750000 Penalty: 4946.638184
	Iteration 2F: 3 clusters Score -2576224 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -2576621.500000 Penalty: 4946.638184
	Iteration 3Q: 3 clusters Score -2576622 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -2576987.000000 Penalty: 4946.638184
	Iteration 4Q: 3 clusters Score -2576987 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -2577389.250000 Penalty: 4946.638184
	Iteration 5Q: 3 clusters Score -2577389 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -2577789.000000 Penalty: 4946.638184
	Iteration 6Q: 3 clusters Score -2577789 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -2578221.500000 Penalty: 4946.638184
	Iteration 7Q: 3 clusters Score -2578222 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13581 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -2578646.750000 Penalty: 4946.638184
	Iteration 8Q: 3 clusters Score -2578647 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -2579107.250000 Penalty: 4946.638184
	Iteration 9Q: 3 clusters Score -2579107 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -2579473.750000 Penalty: 4946.638184
	Iteration 10Q: 3 clusters Score -2579474 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -2579762.750000 Penalty: 4946.638184
	Iteration 11Q: 3 clusters Score -2579763 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -2579952.250000 Penalty: 4946.638184
	Iteration 12Q: 3 clusters Score -2579952 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -2580108.750000 Penalty: 4946.638184
	Iteration 13Q: 3 clusters Score -2580109 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -2580260.000000 Penalty: 4946.638184
	Iteration 14Q: 3 clusters Score -2580260 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -2580417.750000 Penalty: 4946.638184
	Iteration 15Q: 3 clusters Score -2580418 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -2580618.500000 Penalty: 4946.638184
	Iteration 16Q: 3 clusters Score -2580618 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -2580883.750000 Penalty: 4946.638184
	Iteration 17Q: 3 clusters Score -2580884 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2581230.500000 Penalty: 4946.638184
	Iteration 18Q: 3 clusters Score -2581230 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2581642.750000 Penalty: 4946.638184
	Iteration 19Q: 3 clusters Score -2581643 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2582149.250000 Penalty: 4946.638184
	Iteration 20F: 3 clusters Score -2582149 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2582643.250000 Penalty: 4946.638184
	Iteration 21Q: 3 clusters Score -2582643 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2582987.500000 Penalty: 4946.638184
	Iteration 22Q: 3 clusters Score -2582988 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2583215.750000 Penalty: 4946.638184
	Iteration 23Q: 3 clusters Score -2583216 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2583395.750000 Penalty: 4946.638184
	Iteration 24Q: 3 clusters Score -2583396 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -2583482.500000 Penalty: 4946.638184
	Iteration 25Q: 3 clusters Score -2583482 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -2583531.250000 Penalty: 4946.638184
	Iteration 26Q: 3 clusters Score -2583531 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21015 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2583568.500000 Penalty: 4946.638184
	Iteration 27Q: 3 clusters Score -2583568 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -2583590.000000 Penalty: 4946.638184
	Iteration 28Q: 3 clusters Score -2583590 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2583617.250000 Penalty: 4946.638184
	Iteration 29Q: 3 clusters Score -2583617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2583630.000000 Penalty: 4946.638184
	Iteration 30Q: 3 clusters Score -2583630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2583642.250000 Penalty: 4946.638184
	Iteration 31Q: 3 clusters Score -2583642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2583643.500000 Penalty: 4946.638184
	Iteration 32Q: 3 clusters Score -2583644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2583645.000000 Penalty: 4946.638184
	Iteration 33Q: 3 clusters Score -2583645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2583647.250000 Penalty: 4946.638184
	Iteration 34Q: 3 clusters Score -2583647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2583647.250000 Penalty: 4946.638184
	Iteration 35F: 3 clusters Score -2583647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (37758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37758 members 
Entering Unmasked Estep 
Score: -4773125.500000 Penalty: 2613.660400
	Iteration 0F: 2 clusters Score -4773126 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 18974 members 
Entering Unmasked Estep 
Score: -4747371.000000 Penalty: 5227.320801
	Iteration 0F: 3 clusters Score -4747371 nChanged 17394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -4756777.500000 Penalty: 5227.320801
	Iteration 1F: 3 clusters Score -4756778 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -4757377.000000 Penalty: 5227.320801
	Iteration 2Q: 3 clusters Score -4757377 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -4758023.000000 Penalty: 5227.320801
	Iteration 3Q: 3 clusters Score -4758023 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -4758843.000000 Penalty: 5227.320801
	Iteration 4Q: 3 clusters Score -4758843 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -4760028.500000 Penalty: 5227.320801
	Iteration 5F: 3 clusters Score -4760028 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 27863 members 
Entering Unmasked Estep 
Score: -4761779.000000 Penalty: 5227.320801
	Iteration 6F: 3 clusters Score -4761779 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -4764102.500000 Penalty: 5227.320801
	Iteration 7F: 3 clusters Score -4764102 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 33230 members 
Entering Unmasked Estep 
Score: -4766597.000000 Penalty: 5227.320801
	Iteration 8F: 3 clusters Score -4766597 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 35329 members 
Entering Unmasked Estep 
Score: -4768671.000000 Penalty: 5227.320801
	Iteration 9F: 3 clusters Score -4768671 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 36524 members 
Entering Unmasked Estep 
Score: -4769813.500000 Penalty: 5227.320801
	Iteration 10Q: 3 clusters Score -4769814 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -4770316.500000 Penalty: 5227.320801
	Iteration 11Q: 3 clusters Score -4770316 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 37283 members 
Entering Unmasked Estep 
Score: -4770532.500000 Penalty: 5227.320801
	Iteration 12Q: 3 clusters Score -4770532 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 37386 members 
Entering Unmasked Estep 
Score: -4770677.000000 Penalty: 5227.320801
	Iteration 13Q: 3 clusters Score -4770677 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 37426 members 
Entering Unmasked Estep 
Score: -4770734.000000 Penalty: 5227.320801
	Iteration 14Q: 3 clusters Score -4770734 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 37448 members 
Entering Unmasked Estep 
Score: -4770767.000000 Penalty: 5227.320801
	Iteration 15Q: 3 clusters Score -4770767 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
Score: -4770783.500000 Penalty: 5227.320801
	Iteration 16Q: 3 clusters Score -4770784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 37468 members 
Entering Unmasked Estep 
Score: -4770801.000000 Penalty: 5227.320801
	Iteration 17Q: 3 clusters Score -4770801 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -4770804.000000 Penalty: 5227.320801
	Iteration 18Q: 3 clusters Score -4770804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 37476 members 
Entering Unmasked Estep 
Score: -4770808.000000 Penalty: 5227.320801
	Iteration 19Q: 3 clusters Score -4770808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 37478 members 
Entering Unmasked Estep 
Score: -4770812.000000 Penalty: 5227.320801
	Iteration 20F: 3 clusters Score -4770812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 37481 members 
Entering Unmasked Estep 
Score: -4770815.500000 Penalty: 5227.320801
	Iteration 21Q: 3 clusters Score -4770816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 37481 members 
Entering Unmasked Estep 
Score: -4770822.500000 Penalty: 5227.320801
	Iteration 22Q: 3 clusters Score -4770822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 37481 members 
Entering Unmasked Estep 
Score: -4770825.000000 Penalty: 5227.320801
	Iteration 23Q: 3 clusters Score -4770825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 37482 members 
Entering Unmasked Estep 
Score: -4770825.500000 Penalty: 5227.320801
	Iteration 24Q: 3 clusters Score -4770826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 37483 members 
Entering Unmasked Estep 
Score: -4770825.000000 Penalty: 5227.320801
	Iteration 25Q: 3 clusters Score -4770825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 37484 members 
Entering Unmasked Estep 
Score: -4770826.000000 Penalty: 5227.320801
	Iteration 26Q: 3 clusters Score -4770826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 37484 members 
Entering Unmasked Estep 
Score: -4770826.000000 Penalty: 5227.320801
	Iteration 27F: 3 clusters Score -4770826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Entering Unmasked Estep 
Score: -542494.062500 Penalty: 2091.908447
	Iteration 0F: 2 clusters Score -542494.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -538285.875000 Penalty: 4183.816895
	Iteration 0F: 3 clusters Score -538285.9 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -539246.500000 Penalty: 4183.816895
	Iteration 1F: 3 clusters Score -539246.5 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -539478.312500 Penalty: 4183.816895
	Iteration 2F: 3 clusters Score -539478.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -539686.062500 Penalty: 4183.816895
	Iteration 3F: 3 clusters Score -539686.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -539897.187500 Penalty: 4183.816895
	Iteration 4F: 3 clusters Score -539897.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -540091.812500 Penalty: 4183.816895
	Iteration 5F: 3 clusters Score -540091.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -540259.062500 Penalty: 4183.816895
	Iteration 6Q: 3 clusters Score -540259.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -540407.437500 Penalty: 4183.816895
	Iteration 7Q: 3 clusters Score -540407.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -540577.250000 Penalty: 4183.816895
	Iteration 8Q: 3 clusters Score -540577.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -540702.875000 Penalty: 4183.816895
	Iteration 9Q: 3 clusters Score -540702.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -540800.687500 Penalty: 4183.816895
	Iteration 10Q: 3 clusters Score -540800.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -540881.750000 Penalty: 4183.816895
	Iteration 11Q: 3 clusters Score -540881.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -540939.750000 Penalty: 4183.816895
	Iteration 12Q: 3 clusters Score -540939.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -540981.687500 Penalty: 4183.816895
	Iteration 13Q: 3 clusters Score -540981.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -541016.312500 Penalty: 4183.816895
	Iteration 14Q: 3 clusters Score -541016.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -541040.437500 Penalty: 4183.816895
	Iteration 15Q: 3 clusters Score -541040.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -541055.750000 Penalty: 4183.816895
	Iteration 16Q: 3 clusters Score -541055.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -541065.812500 Penalty: 4183.816895
	Iteration 17Q: 3 clusters Score -541065.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -541076.187500 Penalty: 4183.816895
	Iteration 18Q: 3 clusters Score -541076.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -541084.437500 Penalty: 4183.816895
	Iteration 19Q: 3 clusters Score -541084.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -541095.500000 Penalty: 4183.816895
	Iteration 20F: 3 clusters Score -541095.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -541103.937500 Penalty: 4183.816895
	Iteration 21Q: 3 clusters Score -541103.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -541111.500000 Penalty: 4183.816895
	Iteration 22Q: 3 clusters Score -541111.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -541117.125000 Penalty: 4183.816895
	Iteration 23Q: 3 clusters Score -541117.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -541122.062500 Penalty: 4183.816895
	Iteration 24Q: 3 clusters Score -541122.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -541123.875000 Penalty: 4183.816895
	Iteration 25Q: 3 clusters Score -541123.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -541127.312500 Penalty: 4183.816895
	Iteration 26Q: 3 clusters Score -541127.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -541128.687500 Penalty: 4183.816895
	Iteration 27Q: 3 clusters Score -541128.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -541133.687500 Penalty: 4183.816895
	Iteration 28Q: 3 clusters Score -541133.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -541136.937500 Penalty: 4183.816895
	Iteration 29Q: 3 clusters Score -541136.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -541137.500000 Penalty: 4183.816895
	Iteration 30Q: 3 clusters Score -541137.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -541137.500000 Penalty: 4183.816895
	Iteration 31F: 3 clusters Score -541137.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Entering Unmasked Estep 
Score: -59574.242188 Penalty: 1549.514648
	Iteration 0F: 2 clusters Score -59574.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -58025.125000 Penalty: 3099.029297
	Iteration 0F: 3 clusters Score -58025.12 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -58188.691406 Penalty: 3099.029297
	Iteration 1F: 3 clusters Score -58188.69 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -58271.414062 Penalty: 3099.029297
	Iteration 2F: 3 clusters Score -58271.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -58325.882812 Penalty: 3099.029297
	Iteration 3Q: 3 clusters Score -58325.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -58370.164062 Penalty: 3099.029297
	Iteration 4Q: 3 clusters Score -58370.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -58396.121094 Penalty: 3099.029297
	Iteration 5Q: 3 clusters Score -58396.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -58409.449219 Penalty: 3099.029297
	Iteration 6Q: 3 clusters Score -58409.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -58431.308594 Penalty: 3099.029297
	Iteration 7Q: 3 clusters Score -58431.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -58441.343750 Penalty: 3099.029297
	Iteration 8Q: 3 clusters Score -58441.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -58452.933594 Penalty: 3099.029297
	Iteration 9Q: 3 clusters Score -58452.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -58460.738281 Penalty: 3099.029297
	Iteration 10Q: 3 clusters Score -58460.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -58465.609375 Penalty: 3099.029297
	Iteration 11Q: 3 clusters Score -58465.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -58468.855469 Penalty: 3099.029297
	Iteration 12Q: 3 clusters Score -58468.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -58471.257812 Penalty: 3099.029297
	Iteration 13Q: 3 clusters Score -58471.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -58471.257812 Penalty: 3099.029297
	Iteration 14F: 3 clusters Score -58471.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (54175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54175 members 
Entering Unmasked Estep 
Score: -6571008.500000 Penalty: 2703.193848
	Iteration 0F: 2 clusters Score -6571008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -6534674.000000 Penalty: 5406.387695
	Iteration 0F: 3 clusters Score -6534674 nChanged 25060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27284 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
Score: -6548430.500000 Penalty: 5406.387695
	Iteration 1F: 3 clusters Score -6548430 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27521 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -6548951.500000 Penalty: 5406.387695
	Iteration 2Q: 3 clusters Score -6548952 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 26244 members 
Entering Unmasked Estep 
Score: -6549381.500000 Penalty: 5406.387695
	Iteration 3Q: 3 clusters Score -6549382 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 25668 members 
Entering Unmasked Estep 
Score: -6549830.500000 Penalty: 5406.387695
	Iteration 4Q: 3 clusters Score -6549830 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29386 members 
Mstep: Class 2 contains 24789 members 
Entering Unmasked Estep 
Score: -6550286.000000 Penalty: 5406.387695
	Iteration 5Q: 3 clusters Score -6550286 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30607 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -6550920.500000 Penalty: 5406.387695
	Iteration 6Q: 3 clusters Score -6550920 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32427 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -6551837.000000 Penalty: 5406.387695
	Iteration 7Q: 3 clusters Score -6551837 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34921 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -6553181.500000 Penalty: 5406.387695
	Iteration 8F: 3 clusters Score -6553182 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38133 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -6555365.000000 Penalty: 5406.387695
	Iteration 9F: 3 clusters Score -6555365 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41977 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -6558253.000000 Penalty: 5406.387695
	Iteration 10F: 3 clusters Score -6558253 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45822 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -6561546.000000 Penalty: 5406.387695
	Iteration 11F: 3 clusters Score -6561546 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49200 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -6564580.000000 Penalty: 5406.387695
	Iteration 12F: 3 clusters Score -6564580 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51565 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -6566702.000000 Penalty: 5406.387695
	Iteration 13Q: 3 clusters Score -6566702 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52815 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -6567782.500000 Penalty: 5406.387695
	Iteration 14Q: 3 clusters Score -6567782 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53375 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -6568249.500000 Penalty: 5406.387695
	Iteration 15Q: 3 clusters Score -6568250 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53619 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -6568454.000000 Penalty: 5406.387695
	Iteration 16Q: 3 clusters Score -6568454 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53729 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -6568549.500000 Penalty: 5406.387695
	Iteration 17Q: 3 clusters Score -6568550 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53795 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -6568611.500000 Penalty: 5406.387695
	Iteration 18Q: 3 clusters Score -6568612 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53837 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -6568651.000000 Penalty: 5406.387695
	Iteration 19Q: 3 clusters Score -6568651 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53859 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -6568688.000000 Penalty: 5406.387695
	Iteration 20F: 3 clusters Score -6568688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53864 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -6568699.500000 Penalty: 5406.387695
	Iteration 21Q: 3 clusters Score -6568700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53869 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -6568706.500000 Penalty: 5406.387695
	Iteration 22Q: 3 clusters Score -6568706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53873 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -6568709.500000 Penalty: 5406.387695
	Iteration 23Q: 3 clusters Score -6568710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53875 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -6568714.000000 Penalty: 5406.387695
	Iteration 24Q: 3 clusters Score -6568714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53876 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -6568710.500000 Penalty: 5406.387695
	Iteration 25Q: 3 clusters Score -6568710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53876 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -6568710.500000 Penalty: 5406.387695
	Iteration 26F: 3 clusters Score -6568710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Entering Unmasked Estep 
Score: -106771.148438 Penalty: 1692.174927
	Iteration 0F: 2 clusters Score -106771.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -104957.484375 Penalty: 3384.349854
	Iteration 0F: 3 clusters Score -104957.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -105235.671875 Penalty: 3384.349854
	Iteration 1F: 3 clusters Score -105235.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -105310.750000 Penalty: 3384.349854
	Iteration 2F: 3 clusters Score -105310.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -105331.445312 Penalty: 3384.349854
	Iteration 3Q: 3 clusters Score -105331.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -105345.656250 Penalty: 3384.349854
	Iteration 4Q: 3 clusters Score -105345.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -105363.460938 Penalty: 3384.349854
	Iteration 5Q: 3 clusters Score -105363.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -105384.851562 Penalty: 3384.349854
	Iteration 6Q: 3 clusters Score -105384.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -105411.218750 Penalty: 3384.349854
	Iteration 7Q: 3 clusters Score -105411.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -105429.617188 Penalty: 3384.349854
	Iteration 8Q: 3 clusters Score -105429.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -105442.195312 Penalty: 3384.349854
	Iteration 9Q: 3 clusters Score -105442.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -105444.546875 Penalty: 3384.349854
	Iteration 10Q: 3 clusters Score -105444.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -105449.460938 Penalty: 3384.349854
	Iteration 11Q: 3 clusters Score -105449.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -105456.570312 Penalty: 3384.349854
	Iteration 12Q: 3 clusters Score -105456.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -105463.742188 Penalty: 3384.349854
	Iteration 13Q: 3 clusters Score -105463.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -105465.085938 Penalty: 3384.349854
	Iteration 14Q: 3 clusters Score -105465.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -105466.015625 Penalty: 3384.349854
	Iteration 15Q: 3 clusters Score -105466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -105469.179688 Penalty: 3384.349854
	Iteration 16Q: 3 clusters Score -105469.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -105470.570312 Penalty: 3384.349854
	Iteration 17Q: 3 clusters Score -105470.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -105472.953125 Penalty: 3384.349854
	Iteration 18Q: 3 clusters Score -105473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -105472.953125 Penalty: 3384.349854
	Iteration 19F: 3 clusters Score -105473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (169228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169228 members 
Entering Unmasked Estep 
Score: -21061846.000000 Penalty: 2985.672607
	Iteration 0F: 2 clusters Score -2.106185e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84629 members 
Mstep: Class 2 contains 84599 members 
Entering Unmasked Estep 
Score: -20949864.000000 Penalty: 5971.345215
	Iteration 0F: 3 clusters Score -2.094986e+07 nChanged 80967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84638 members 
Mstep: Class 2 contains 84590 members 
Entering Unmasked Estep 
Score: -20997196.000000 Penalty: 5971.345215
	Iteration 1F: 3 clusters Score -2.09972e+07 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84340 members 
Mstep: Class 2 contains 84888 members 
Entering Unmasked Estep 
Score: -20998468.000000 Penalty: 5971.345215
	Iteration 2Q: 3 clusters Score -2.099847e+07 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83904 members 
Mstep: Class 2 contains 85324 members 
Entering Unmasked Estep 
Score: -20999986.000000 Penalty: 5971.345215
	Iteration 3Q: 3 clusters Score -2.099999e+07 nChanged 6251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83511 members 
Mstep: Class 2 contains 85717 members 
Entering Unmasked Estep 
Score: -21002148.000000 Penalty: 5971.345215
	Iteration 4Q: 3 clusters Score -2.100215e+07 nChanged 6992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82945 members 
Mstep: Class 2 contains 86283 members 
Entering Unmasked Estep 
Score: -21005094.000000 Penalty: 5971.345215
	Iteration 5Q: 3 clusters Score -2.100509e+07 nChanged 7896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82403 members 
Mstep: Class 2 contains 86825 members 
Entering Unmasked Estep 
Score: -21008888.000000 Penalty: 5971.345215
	Iteration 6Q: 3 clusters Score -2.100889e+07 nChanged 8894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82169 members 
Mstep: Class 2 contains 87059 members 
Entering Unmasked Estep 
Score: -21013860.000000 Penalty: 5971.345215
	Iteration 7F: 3 clusters Score -2.101386e+07 nChanged 9779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82288 members 
Mstep: Class 2 contains 86940 members 
Entering Unmasked Estep 
Score: -21020450.000000 Penalty: 5971.345215
	Iteration 8F: 3 clusters Score -2.102045e+07 nChanged 10355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82857 members 
Mstep: Class 2 contains 86371 members 
Entering Unmasked Estep 
Score: -21027548.000000 Penalty: 5971.345215
	Iteration 9F: 3 clusters Score -2.102755e+07 nChanged 9605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83296 members 
Mstep: Class 2 contains 85932 members 
Entering Unmasked Estep 
Score: -21033280.000000 Penalty: 5971.345215
	Iteration 10F: 3 clusters Score -2.103328e+07 nChanged 7288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83584 members 
Mstep: Class 2 contains 85644 members 
Entering Unmasked Estep 
Score: -21036240.000000 Penalty: 5971.345215
	Iteration 11Q: 3 clusters Score -2.103624e+07 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83682 members 
Mstep: Class 2 contains 85546 members 
Entering Unmasked Estep 
Score: -21037542.000000 Penalty: 5971.345215
	Iteration 12Q: 3 clusters Score -2.103754e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83817 members 
Mstep: Class 2 contains 85411 members 
Entering Unmasked Estep 
Score: -21037964.000000 Penalty: 5971.345215
	Iteration 13Q: 3 clusters Score -2.103796e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83953 members 
Mstep: Class 2 contains 85275 members 
Entering Unmasked Estep 
Score: -21038302.000000 Penalty: 5971.345215
	Iteration 14Q: 3 clusters Score -2.10383e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84091 members 
Mstep: Class 2 contains 85137 members 
Entering Unmasked Estep 
Score: -21038420.000000 Penalty: 5971.345215
	Iteration 15Q: 3 clusters Score -2.103842e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84210 members 
Mstep: Class 2 contains 85018 members 
Entering Unmasked Estep 
Score: -21038580.000000 Penalty: 5971.345215
	Iteration 16Q: 3 clusters Score -2.103858e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84317 members 
Mstep: Class 2 contains 84911 members 
Entering Unmasked Estep 
Score: -21038838.000000 Penalty: 5971.345215
	Iteration 17Q: 3 clusters Score -2.103884e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84364 members 
Mstep: Class 2 contains 84864 members 
Entering Unmasked Estep 
Score: -21038962.000000 Penalty: 5971.345215
	Iteration 18Q: 3 clusters Score -2.103896e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84417 members 
Mstep: Class 2 contains 84811 members 
Entering Unmasked Estep 
Score: -21039118.000000 Penalty: 5971.345215
	Iteration 19Q: 3 clusters Score -2.103912e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84448 members 
Mstep: Class 2 contains 84780 members 
Entering Unmasked Estep 
Score: -21039260.000000 Penalty: 5971.345215
	Iteration 20F: 3 clusters Score -2.103926e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84494 members 
Mstep: Class 2 contains 84734 members 
Entering Unmasked Estep 
Score: -21039386.000000 Penalty: 5971.345215
	Iteration 21Q: 3 clusters Score -2.103939e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84482 members 
Mstep: Class 2 contains 84746 members 
Entering Unmasked Estep 
Score: -21039428.000000 Penalty: 5971.345215
	Iteration 22Q: 3 clusters Score -2.103943e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84529 members 
Mstep: Class 2 contains 84699 members 
Entering Unmasked Estep 
Score: -21039450.000000 Penalty: 5971.345215
	Iteration 23Q: 3 clusters Score -2.103945e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84565 members 
Mstep: Class 2 contains 84663 members 
Entering Unmasked Estep 
Score: -21039516.000000 Penalty: 5971.345215
	Iteration 24Q: 3 clusters Score -2.103952e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84636 members 
Mstep: Class 2 contains 84592 members 
Entering Unmasked Estep 
Score: -21039518.000000 Penalty: 5971.345215
	Iteration 25Q: 3 clusters Score -2.103952e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84689 members 
Mstep: Class 2 contains 84539 members 
Entering Unmasked Estep 
Score: -21039594.000000 Penalty: 5971.345215
	Iteration 26Q: 3 clusters Score -2.103959e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84743 members 
Mstep: Class 2 contains 84485 members 
Entering Unmasked Estep 
Score: -21039628.000000 Penalty: 5971.345215
	Iteration 27Q: 3 clusters Score -2.103963e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84783 members 
Mstep: Class 2 contains 84445 members 
Entering Unmasked Estep 
Score: -21039694.000000 Penalty: 5971.345215
	Iteration 28Q: 3 clusters Score -2.103969e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84792 members 
Mstep: Class 2 contains 84436 members 
Entering Unmasked Estep 
Score: -21039706.000000 Penalty: 5971.345215
	Iteration 29Q: 3 clusters Score -2.103971e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84793 members 
Mstep: Class 2 contains 84435 members 
Entering Unmasked Estep 
Score: -21039760.000000 Penalty: 5971.345215
	Iteration 30Q: 3 clusters Score -2.103976e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84786 members 
Mstep: Class 2 contains 84442 members 
Entering Unmasked Estep 
Score: -21039772.000000 Penalty: 5971.345215
	Iteration 31Q: 3 clusters Score -2.103977e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84710 members 
Mstep: Class 2 contains 84518 members 
Entering Unmasked Estep 
Score: -21039834.000000 Penalty: 5971.345215
	Iteration 32Q: 3 clusters Score -2.103983e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84644 members 
Mstep: Class 2 contains 84584 members 
Entering Unmasked Estep 
Score: -21039878.000000 Penalty: 5971.345215
	Iteration 33Q: 3 clusters Score -2.103988e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84573 members 
Mstep: Class 2 contains 84655 members 
Entering Unmasked Estep 
Score: -21039906.000000 Penalty: 5971.345215
	Iteration 34Q: 3 clusters Score -2.103991e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84493 members 
Mstep: Class 2 contains 84735 members 
Entering Unmasked Estep 
Score: -21039930.000000 Penalty: 5971.345215
	Iteration 35Q: 3 clusters Score -2.103993e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84385 members 
Mstep: Class 2 contains 84843 members 
Entering Unmasked Estep 
Score: -21039958.000000 Penalty: 5971.345215
	Iteration 36Q: 3 clusters Score -2.103996e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84285 members 
Mstep: Class 2 contains 84943 members 
Entering Unmasked Estep 
Score: -21040016.000000 Penalty: 5971.345215
	Iteration 37Q: 3 clusters Score -2.104002e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84175 members 
Mstep: Class 2 contains 85053 members 
Entering Unmasked Estep 
Score: -21040026.000000 Penalty: 5971.345215
	Iteration 38Q: 3 clusters Score -2.104003e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84060 members 
Mstep: Class 2 contains 85168 members 
Entering Unmasked Estep 
Score: -21040032.000000 Penalty: 5971.345215
	Iteration 39Q: 3 clusters Score -2.104003e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83918 members 
Mstep: Class 2 contains 85310 members 
Entering Unmasked Estep 
Score: -21040066.000000 Penalty: 5971.345215
	Iteration 40F: 3 clusters Score -2.104007e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83773 members 
Mstep: Class 2 contains 85455 members 
Entering Unmasked Estep 
Score: -21040072.000000 Penalty: 5971.345215
	Iteration 41Q: 3 clusters Score -2.104007e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83648 members 
Mstep: Class 2 contains 85580 members 
Entering Unmasked Estep 
Score: -21040120.000000 Penalty: 5971.345215
	Iteration 42Q: 3 clusters Score -2.104012e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83508 members 
Mstep: Class 2 contains 85720 members 
Entering Unmasked Estep 
Score: -21040134.000000 Penalty: 5971.345215
	Iteration 43Q: 3 clusters Score -2.104013e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83378 members 
Mstep: Class 2 contains 85850 members 
Entering Unmasked Estep 
Score: -21040196.000000 Penalty: 5971.345215
	Iteration 44Q: 3 clusters Score -2.10402e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83225 members 
Mstep: Class 2 contains 86003 members 
Entering Unmasked Estep 
Score: -21040162.000000 Penalty: 5971.345215
	Iteration 45Q: 3 clusters Score -2.104016e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83086 members 
Mstep: Class 2 contains 86142 members 
Entering Unmasked Estep 
Score: -21040158.000000 Penalty: 5971.345215
	Iteration 46Q: 3 clusters Score -2.104016e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82938 members 
Mstep: Class 2 contains 86290 members 
Entering Unmasked Estep 
Score: -21040214.000000 Penalty: 5971.345215
	Iteration 47Q: 3 clusters Score -2.104021e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82775 members 
Mstep: Class 2 contains 86453 members 
Entering Unmasked Estep 
Score: -21040194.000000 Penalty: 5971.345215
	Iteration 48Q: 3 clusters Score -2.104019e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82639 members 
Mstep: Class 2 contains 86589 members 
Entering Unmasked Estep 
Score: -21040202.000000 Penalty: 5971.345215
	Iteration 49Q: 3 clusters Score -2.10402e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82494 members 
Mstep: Class 2 contains 86734 members 
Entering Unmasked Estep 
Score: -21040228.000000 Penalty: 5971.345215
	Iteration 50Q: 3 clusters Score -2.104023e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82327 members 
Mstep: Class 2 contains 86901 members 
Entering Unmasked Estep 
Score: -21040350.000000 Penalty: 5971.345215
	Iteration 51Q: 3 clusters Score -2.104035e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82156 members 
Mstep: Class 2 contains 87072 members 
Entering Unmasked Estep 
Score: -21040390.000000 Penalty: 5971.345215
	Iteration 52Q: 3 clusters Score -2.104039e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82000 members 
Mstep: Class 2 contains 87228 members 
Entering Unmasked Estep 
Score: -21040368.000000 Penalty: 5971.345215
	Iteration 53Q: 3 clusters Score -2.104037e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81819 members 
Mstep: Class 2 contains 87409 members 
Entering Unmasked Estep 
Score: -21040392.000000 Penalty: 5971.345215
	Iteration 54Q: 3 clusters Score -2.104039e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81637 members 
Mstep: Class 2 contains 87591 members 
Entering Unmasked Estep 
Score: -21040398.000000 Penalty: 5971.345215
	Iteration 55Q: 3 clusters Score -2.10404e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81488 members 
Mstep: Class 2 contains 87740 members 
Entering Unmasked Estep 
Score: -21040448.000000 Penalty: 5971.345215
	Iteration 56Q: 3 clusters Score -2.104045e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81340 members 
Mstep: Class 2 contains 87888 members 
Entering Unmasked Estep 
Score: -21040498.000000 Penalty: 5971.345215
	Iteration 57Q: 3 clusters Score -2.10405e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81215 members 
Mstep: Class 2 contains 88013 members 
Entering Unmasked Estep 
Score: -21040540.000000 Penalty: 5971.345215
	Iteration 58Q: 3 clusters Score -2.104054e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81086 members 
Mstep: Class 2 contains 88142 members 
Entering Unmasked Estep 
Score: -21040560.000000 Penalty: 5971.345215
	Iteration 59Q: 3 clusters Score -2.104056e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80954 members 
Mstep: Class 2 contains 88274 members 
Entering Unmasked Estep 
Score: -21040544.000000 Penalty: 5971.345215
	Iteration 60F: 3 clusters Score -2.104054e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80832 members 
Mstep: Class 2 contains 88396 members 
Entering Unmasked Estep 
Score: -21040582.000000 Penalty: 5971.345215
	Iteration 61Q: 3 clusters Score -2.104058e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80696 members 
Mstep: Class 2 contains 88532 members 
Entering Unmasked Estep 
Score: -21040596.000000 Penalty: 5971.345215
	Iteration 62Q: 3 clusters Score -2.10406e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80560 members 
Mstep: Class 2 contains 88668 members 
Entering Unmasked Estep 
Score: -21040580.000000 Penalty: 5971.345215
	Iteration 63Q: 3 clusters Score -2.104058e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80416 members 
Mstep: Class 2 contains 88812 members 
Entering Unmasked Estep 
Score: -21040626.000000 Penalty: 5971.345215
	Iteration 64Q: 3 clusters Score -2.104063e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80300 members 
Mstep: Class 2 contains 88928 members 
Entering Unmasked Estep 
Score: -21040634.000000 Penalty: 5971.345215
	Iteration 65Q: 3 clusters Score -2.104063e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80182 members 
Mstep: Class 2 contains 89046 members 
Entering Unmasked Estep 
Score: -21040626.000000 Penalty: 5971.345215
	Iteration 66Q: 3 clusters Score -2.104063e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80056 members 
Mstep: Class 2 contains 89172 members 
Entering Unmasked Estep 
Score: -21040608.000000 Penalty: 5971.345215
	Iteration 67Q: 3 clusters Score -2.104061e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79926 members 
Mstep: Class 2 contains 89302 members 
Entering Unmasked Estep 
Score: -21040556.000000 Penalty: 5971.345215
	Iteration 68Q: 3 clusters Score -2.104056e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79807 members 
Mstep: Class 2 contains 89421 members 
Entering Unmasked Estep 
Score: -21040520.000000 Penalty: 5971.345215
	Iteration 69Q: 3 clusters Score -2.104052e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79694 members 
Mstep: Class 2 contains 89534 members 
Entering Unmasked Estep 
Score: -21040504.000000 Penalty: 5971.345215
	Iteration 70Q: 3 clusters Score -2.10405e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79580 members 
Mstep: Class 2 contains 89648 members 
Entering Unmasked Estep 
Score: -21040532.000000 Penalty: 5971.345215
	Iteration 71Q: 3 clusters Score -2.104053e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79451 members 
Mstep: Class 2 contains 89777 members 
Entering Unmasked Estep 
Score: -21040570.000000 Penalty: 5971.345215
	Iteration 72Q: 3 clusters Score -2.104057e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79319 members 
Mstep: Class 2 contains 89909 members 
Entering Unmasked Estep 
Score: -21040574.000000 Penalty: 5971.345215
	Iteration 73Q: 3 clusters Score -2.104057e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79140 members 
Mstep: Class 2 contains 90088 members 
Entering Unmasked Estep 
Score: -21040588.000000 Penalty: 5971.345215
	Iteration 74Q: 3 clusters Score -2.104059e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78982 members 
Mstep: Class 2 contains 90246 members 
Entering Unmasked Estep 
Score: -21040622.000000 Penalty: 5971.345215
	Iteration 75Q: 3 clusters Score -2.104062e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78804 members 
Mstep: Class 2 contains 90424 members 
Entering Unmasked Estep 
Score: -21040664.000000 Penalty: 5971.345215
	Iteration 76Q: 3 clusters Score -2.104066e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78625 members 
Mstep: Class 2 contains 90603 members 
Entering Unmasked Estep 
Score: -21040686.000000 Penalty: 5971.345215
	Iteration 77Q: 3 clusters Score -2.104069e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78468 members 
Mstep: Class 2 contains 90760 members 
Entering Unmasked Estep 
Score: -21040650.000000 Penalty: 5971.345215
	Iteration 78Q: 3 clusters Score -2.104065e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78301 members 
Mstep: Class 2 contains 90927 members 
Entering Unmasked Estep 
Score: -21040706.000000 Penalty: 5971.345215
	Iteration 79Q: 3 clusters Score -2.104071e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78129 members 
Mstep: Class 2 contains 91099 members 
Entering Unmasked Estep 
Score: -21040720.000000 Penalty: 5971.345215
	Iteration 80F: 3 clusters Score -2.104072e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77954 members 
Mstep: Class 2 contains 91274 members 
Entering Unmasked Estep 
Score: -21040702.000000 Penalty: 5971.345215
	Iteration 81Q: 3 clusters Score -2.10407e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77745 members 
Mstep: Class 2 contains 91483 members 
Entering Unmasked Estep 
Score: -21040694.000000 Penalty: 5971.345215
	Iteration 82Q: 3 clusters Score -2.104069e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77522 members 
Mstep: Class 2 contains 91706 members 
Entering Unmasked Estep 
Score: -21040666.000000 Penalty: 5971.345215
	Iteration 83Q: 3 clusters Score -2.104067e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77300 members 
Mstep: Class 2 contains 91928 members 
Entering Unmasked Estep 
Score: -21040638.000000 Penalty: 5971.345215
	Iteration 84Q: 3 clusters Score -2.104064e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77048 members 
Mstep: Class 2 contains 92180 members 
Entering Unmasked Estep 
Score: -21040688.000000 Penalty: 5971.345215
	Iteration 85Q: 3 clusters Score -2.104069e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76798 members 
Mstep: Class 2 contains 92430 members 
Entering Unmasked Estep 
Score: -21040708.000000 Penalty: 5971.345215
	Iteration 86Q: 3 clusters Score -2.104071e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76518 members 
Mstep: Class 2 contains 92710 members 
Entering Unmasked Estep 
Score: -21040778.000000 Penalty: 5971.345215
	Iteration 87Q: 3 clusters Score -2.104078e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76226 members 
Mstep: Class 2 contains 93002 members 
Entering Unmasked Estep 
Score: -21040818.000000 Penalty: 5971.345215
	Iteration 88Q: 3 clusters Score -2.104082e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75914 members 
Mstep: Class 2 contains 93314 members 
Entering Unmasked Estep 
Score: -21040890.000000 Penalty: 5971.345215
	Iteration 89Q: 3 clusters Score -2.104089e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75574 members 
Mstep: Class 2 contains 93654 members 
Entering Unmasked Estep 
Score: -21040870.000000 Penalty: 5971.345215
	Iteration 90Q: 3 clusters Score -2.104087e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75246 members 
Mstep: Class 2 contains 93982 members 
Entering Unmasked Estep 
Score: -21040848.000000 Penalty: 5971.345215
	Iteration 91Q: 3 clusters Score -2.104085e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74901 members 
Mstep: Class 2 contains 94327 members 
Entering Unmasked Estep 
Score: -21040910.000000 Penalty: 5971.345215
	Iteration 92Q: 3 clusters Score -2.104091e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74536 members 
Mstep: Class 2 contains 94692 members 
Entering Unmasked Estep 
Score: -21040922.000000 Penalty: 5971.345215
	Iteration 93Q: 3 clusters Score -2.104092e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74156 members 
Mstep: Class 2 contains 95072 members 
Entering Unmasked Estep 
Score: -21040966.000000 Penalty: 5971.345215
	Iteration 94Q: 3 clusters Score -2.104097e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73805 members 
Mstep: Class 2 contains 95423 members 
Entering Unmasked Estep 
Score: -21041066.000000 Penalty: 5971.345215
	Iteration 95Q: 3 clusters Score -2.104107e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73420 members 
Mstep: Class 2 contains 95808 members 
Entering Unmasked Estep 
Score: -21041054.000000 Penalty: 5971.345215
	Iteration 96Q: 3 clusters Score -2.104105e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73045 members 
Mstep: Class 2 contains 96183 members 
Entering Unmasked Estep 
Score: -21041100.000000 Penalty: 5971.345215
	Iteration 97Q: 3 clusters Score -2.10411e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72688 members 
Mstep: Class 2 contains 96540 members 
Entering Unmasked Estep 
Score: -21041158.000000 Penalty: 5971.345215
	Iteration 98Q: 3 clusters Score -2.104116e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72309 members 
Mstep: Class 2 contains 96919 members 
Entering Unmasked Estep 
Score: -21041272.000000 Penalty: 5971.345215
	Iteration 99Q: 3 clusters Score -2.104127e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71892 members 
Mstep: Class 2 contains 97336 members 
Entering Unmasked Estep 
Score: -21041240.000000 Penalty: 5971.345215
	Iteration 100F: 3 clusters Score -2.104124e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71487 members 
Mstep: Class 2 contains 97741 members 
Entering Unmasked Estep 
Score: -21041262.000000 Penalty: 5971.345215
	Iteration 101Q: 3 clusters Score -2.104126e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71086 members 
Mstep: Class 2 contains 98142 members 
Entering Unmasked Estep 
Score: -21041304.000000 Penalty: 5971.345215
	Iteration 102Q: 3 clusters Score -2.10413e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70673 members 
Mstep: Class 2 contains 98555 members 
Entering Unmasked Estep 
Score: -21041238.000000 Penalty: 5971.345215
	Iteration 103Q: 3 clusters Score -2.104124e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70200 members 
Mstep: Class 2 contains 99028 members 
Entering Unmasked Estep 
Score: -21041258.000000 Penalty: 5971.345215
	Iteration 104Q: 3 clusters Score -2.104126e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69739 members 
Mstep: Class 2 contains 99489 members 
Entering Unmasked Estep 
Score: -21041370.000000 Penalty: 5971.345215
	Iteration 105Q: 3 clusters Score -2.104137e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69223 members 
Mstep: Class 2 contains 100005 members 
Entering Unmasked Estep 
Score: -21041412.000000 Penalty: 5971.345215
	Iteration 106Q: 3 clusters Score -2.104141e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68715 members 
Mstep: Class 2 contains 100513 members 
Entering Unmasked Estep 
Score: -21041496.000000 Penalty: 5971.345215
	Iteration 107Q: 3 clusters Score -2.10415e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68165 members 
Mstep: Class 2 contains 101063 members 
Entering Unmasked Estep 
Score: -21041616.000000 Penalty: 5971.345215
	Iteration 108Q: 3 clusters Score -2.104162e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67600 members 
Mstep: Class 2 contains 101628 members 
Entering Unmasked Estep 
Score: -21041754.000000 Penalty: 5971.345215
	Iteration 109Q: 3 clusters Score -2.104175e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66959 members 
Mstep: Class 2 contains 102269 members 
Entering Unmasked Estep 
Score: -21041864.000000 Penalty: 5971.345215
	Iteration 110Q: 3 clusters Score -2.104186e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66254 members 
Mstep: Class 2 contains 102974 members 
Entering Unmasked Estep 
Score: -21041962.000000 Penalty: 5971.345215
	Iteration 111Q: 3 clusters Score -2.104196e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65493 members 
Mstep: Class 2 contains 103735 members 
Entering Unmasked Estep 
Score: -21041990.000000 Penalty: 5971.345215
	Iteration 112Q: 3 clusters Score -2.104199e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64678 members 
Mstep: Class 2 contains 104550 members 
Entering Unmasked Estep 
Score: -21042110.000000 Penalty: 5971.345215
	Iteration 113Q: 3 clusters Score -2.104211e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63820 members 
Mstep: Class 2 contains 105408 members 
Entering Unmasked Estep 
Score: -21042212.000000 Penalty: 5971.345215
	Iteration 114Q: 3 clusters Score -2.104221e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62967 members 
Mstep: Class 2 contains 106261 members 
Entering Unmasked Estep 
Score: -21042328.000000 Penalty: 5971.345215
	Iteration 115Q: 3 clusters Score -2.104233e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62115 members 
Mstep: Class 2 contains 107113 members 
Entering Unmasked Estep 
Score: -21042414.000000 Penalty: 5971.345215
	Iteration 116Q: 3 clusters Score -2.104241e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61280 members 
Mstep: Class 2 contains 107948 members 
Entering Unmasked Estep 
Score: -21042566.000000 Penalty: 5971.345215
	Iteration 117Q: 3 clusters Score -2.104257e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60403 members 
Mstep: Class 2 contains 108825 members 
Entering Unmasked Estep 
Score: -21042740.000000 Penalty: 5971.345215
	Iteration 118Q: 3 clusters Score -2.104274e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59466 members 
Mstep: Class 2 contains 109762 members 
Entering Unmasked Estep 
Score: -21042886.000000 Penalty: 5971.345215
	Iteration 119Q: 3 clusters Score -2.104289e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58451 members 
Mstep: Class 2 contains 110777 members 
Entering Unmasked Estep 
Score: -21042984.000000 Penalty: 5971.345215
	Iteration 120F: 3 clusters Score -2.104298e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57411 members 
Mstep: Class 2 contains 111817 members 
Entering Unmasked Estep 
Score: -21043068.000000 Penalty: 5971.345215
	Iteration 121Q: 3 clusters Score -2.104307e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56360 members 
Mstep: Class 2 contains 112868 members 
Entering Unmasked Estep 
Score: -21043318.000000 Penalty: 5971.345215
	Iteration 122Q: 3 clusters Score -2.104332e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55260 members 
Mstep: Class 2 contains 113968 members 
Entering Unmasked Estep 
Score: -21043566.000000 Penalty: 5971.345215
	Iteration 123Q: 3 clusters Score -2.104357e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54107 members 
Mstep: Class 2 contains 115121 members 
Entering Unmasked Estep 
Score: -21043756.000000 Penalty: 5971.345215
	Iteration 124Q: 3 clusters Score -2.104376e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52867 members 
Mstep: Class 2 contains 116361 members 
Entering Unmasked Estep 
Score: -21043924.000000 Penalty: 5971.345215
	Iteration 125Q: 3 clusters Score -2.104392e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51509 members 
Mstep: Class 2 contains 117719 members 
Entering Unmasked Estep 
Score: -21044038.000000 Penalty: 5971.345215
	Iteration 126Q: 3 clusters Score -2.104404e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50065 members 
Mstep: Class 2 contains 119163 members 
Entering Unmasked Estep 
Score: -21044330.000000 Penalty: 5971.345215
	Iteration 127Q: 3 clusters Score -2.104433e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48591 members 
Mstep: Class 2 contains 120637 members 
Entering Unmasked Estep 
Score: -21044514.000000 Penalty: 5971.345215
	Iteration 128Q: 3 clusters Score -2.104451e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47062 members 
Mstep: Class 2 contains 122166 members 
Entering Unmasked Estep 
Score: -21044756.000000 Penalty: 5971.345215
	Iteration 129Q: 3 clusters Score -2.104476e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45443 members 
Mstep: Class 2 contains 123785 members 
Entering Unmasked Estep 
Score: -21045072.000000 Penalty: 5971.345215
	Iteration 130Q: 3 clusters Score -2.104507e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43824 members 
Mstep: Class 2 contains 125404 members 
Entering Unmasked Estep 
Score: -21045316.000000 Penalty: 5971.345215
	Iteration 131Q: 3 clusters Score -2.104532e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42168 members 
Mstep: Class 2 contains 127060 members 
Entering Unmasked Estep 
Score: -21045644.000000 Penalty: 5971.345215
	Iteration 132Q: 3 clusters Score -2.104564e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40430 members 
Mstep: Class 2 contains 128798 members 
Entering Unmasked Estep 
Score: -21045898.000000 Penalty: 5971.345215
	Iteration 133Q: 3 clusters Score -2.10459e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38566 members 
Mstep: Class 2 contains 130662 members 
Entering Unmasked Estep 
Score: -21046262.000000 Penalty: 5971.345215
	Iteration 134Q: 3 clusters Score -2.104626e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36634 members 
Mstep: Class 2 contains 132594 members 
Entering Unmasked Estep 
Score: -21046716.000000 Penalty: 5971.345215
	Iteration 135Q: 3 clusters Score -2.104672e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 134570 members 
Entering Unmasked Estep 
Score: -21047242.000000 Penalty: 5971.345215
	Iteration 136Q: 3 clusters Score -2.104724e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32604 members 
Mstep: Class 2 contains 136624 members 
Entering Unmasked Estep 
Score: -21047648.000000 Penalty: 5971.345215
	Iteration 137Q: 3 clusters Score -2.104765e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30439 members 
Mstep: Class 2 contains 138789 members 
Entering Unmasked Estep 
Score: -21048210.000000 Penalty: 5971.345215
	Iteration 138Q: 3 clusters Score -2.104821e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28260 members 
Mstep: Class 2 contains 140968 members 
Entering Unmasked Estep 
Score: -21048926.000000 Penalty: 5971.345215
	Iteration 139Q: 3 clusters Score -2.104893e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 143218 members 
Entering Unmasked Estep 
Score: -21049660.000000 Penalty: 5971.345215
	Iteration 140F: 3 clusters Score -2.104966e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 145500 members 
Entering Unmasked Estep 
Score: -21050398.000000 Penalty: 5971.345215
	Iteration 141Q: 3 clusters Score -2.10504e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 147765 members 
Entering Unmasked Estep 
Score: -21051150.000000 Penalty: 5971.345215
	Iteration 142Q: 3 clusters Score -2.105115e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 150102 members 
Entering Unmasked Estep 
Score: -21051958.000000 Penalty: 5971.345215
	Iteration 143Q: 3 clusters Score -2.105196e+07 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 152402 members 
Entering Unmasked Estep 
Score: -21052744.000000 Penalty: 5971.345215
	Iteration 144Q: 3 clusters Score -2.105274e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 154679 members 
Entering Unmasked Estep 
Score: -21053544.000000 Penalty: 5971.345215
	Iteration 145Q: 3 clusters Score -2.105354e+07 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 156894 members 
Entering Unmasked Estep 
Score: -21054324.000000 Penalty: 5971.345215
	Iteration 146Q: 3 clusters Score -2.105432e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 158905 members 
Entering Unmasked Estep 
Score: -21055066.000000 Penalty: 5971.345215
	Iteration 147Q: 3 clusters Score -2.105507e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 160746 members 
Entering Unmasked Estep 
Score: -21055850.000000 Penalty: 5971.345215
	Iteration 148Q: 3 clusters Score -2.105585e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 162323 members 
Entering Unmasked Estep 
Score: -21056560.000000 Penalty: 5971.345215
	Iteration 149Q: 3 clusters Score -2.105656e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 163608 members 
Entering Unmasked Estep 
Score: -21057230.000000 Penalty: 5971.345215
	Iteration 150Q: 3 clusters Score -2.105723e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 164673 members 
Entering Unmasked Estep 
Score: -21057732.000000 Penalty: 5971.345215
	Iteration 151Q: 3 clusters Score -2.105773e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 165498 members 
Entering Unmasked Estep 
Score: -21058146.000000 Penalty: 5971.345215
	Iteration 152Q: 3 clusters Score -2.105815e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 166116 members 
Entering Unmasked Estep 
Score: -21058452.000000 Penalty: 5971.345215
	Iteration 153Q: 3 clusters Score -2.105845e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 166557 members 
Entering Unmasked Estep 
Score: -21058614.000000 Penalty: 5971.345215
	Iteration 154Q: 3 clusters Score -2.105861e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 166877 members 
Entering Unmasked Estep 
Score: -21058716.000000 Penalty: 5971.345215
	Iteration 155Q: 3 clusters Score -2.105872e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 167122 members 
Entering Unmasked Estep 
Score: -21058856.000000 Penalty: 5971.345215
	Iteration 156Q: 3 clusters Score -2.105886e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 167308 members 
Entering Unmasked Estep 
Score: -21058946.000000 Penalty: 5971.345215
	Iteration 157Q: 3 clusters Score -2.105895e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 167460 members 
Entering Unmasked Estep 
Score: -21059006.000000 Penalty: 5971.345215
	Iteration 158Q: 3 clusters Score -2.105901e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 167581 members 
Entering Unmasked Estep 
Score: -21059120.000000 Penalty: 5971.345215
	Iteration 159Q: 3 clusters Score -2.105912e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 167659 members 
Entering Unmasked Estep 
Score: -21059134.000000 Penalty: 5971.345215
	Iteration 160F: 3 clusters Score -2.105913e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 167729 members 
Entering Unmasked Estep 
Score: -21059154.000000 Penalty: 5971.345215
	Iteration 161Q: 3 clusters Score -2.105915e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 167790 members 
Entering Unmasked Estep 
Score: -21059176.000000 Penalty: 5971.345215
	Iteration 162Q: 3 clusters Score -2.105918e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 167840 members 
Entering Unmasked Estep 
Score: -21059184.000000 Penalty: 5971.345215
	Iteration 163Q: 3 clusters Score -2.105918e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 167890 members 
Entering Unmasked Estep 
Score: -21059224.000000 Penalty: 5971.345215
	Iteration 164Q: 3 clusters Score -2.105922e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 167934 members 
Entering Unmasked Estep 
Score: -21059214.000000 Penalty: 5971.345215
	Iteration 165Q: 3 clusters Score -2.105921e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 167962 members 
Entering Unmasked Estep 
Score: -21059228.000000 Penalty: 5971.345215
	Iteration 166Q: 3 clusters Score -2.105923e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 167981 members 
Entering Unmasked Estep 
Score: -21059228.000000 Penalty: 5971.345215
	Iteration 167Q: 3 clusters Score -2.105923e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 168007 members 
Entering Unmasked Estep 
Score: -21059254.000000 Penalty: 5971.345215
	Iteration 168Q: 3 clusters Score -2.105925e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 168026 members 
Entering Unmasked Estep 
Score: -21059262.000000 Penalty: 5971.345215
	Iteration 169Q: 3 clusters Score -2.105926e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 168043 members 
Entering Unmasked Estep 
Score: -21059292.000000 Penalty: 5971.345215
	Iteration 170Q: 3 clusters Score -2.105929e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 168055 members 
Entering Unmasked Estep 
Score: -21059324.000000 Penalty: 5971.345215
	Iteration 171Q: 3 clusters Score -2.105932e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 168067 members 
Entering Unmasked Estep 
Score: -21059330.000000 Penalty: 5971.345215
	Iteration 172Q: 3 clusters Score -2.105933e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 168076 members 
Entering Unmasked Estep 
Score: -21059320.000000 Penalty: 5971.345215
	Iteration 173Q: 3 clusters Score -2.105932e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 168085 members 
Entering Unmasked Estep 
Score: -21059336.000000 Penalty: 5971.345215
	Iteration 174Q: 3 clusters Score -2.105934e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 168092 members 
Entering Unmasked Estep 
Score: -21059324.000000 Penalty: 5971.345215
	Iteration 175Q: 3 clusters Score -2.105932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 168094 members 
Entering Unmasked Estep 
Score: -21059320.000000 Penalty: 5971.345215
	Iteration 176Q: 3 clusters Score -2.105932e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 168101 members 
Entering Unmasked Estep 
Score: -21059324.000000 Penalty: 5971.345215
	Iteration 177Q: 3 clusters Score -2.105932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 168104 members 
Entering Unmasked Estep 
Score: -21059310.000000 Penalty: 5971.345215
	Iteration 178Q: 3 clusters Score -2.105931e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 168106 members 
Entering Unmasked Estep 
Score: -21059312.000000 Penalty: 5971.345215
	Iteration 179Q: 3 clusters Score -2.105931e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 168107 members 
Entering Unmasked Estep 
Score: -21059326.000000 Penalty: 5971.345215
	Iteration 180F: 3 clusters Score -2.105933e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 168109 members 
Entering Unmasked Estep 
Score: -21059318.000000 Penalty: 5971.345215
	Iteration 181Q: 3 clusters Score -2.105932e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 168114 members 
Entering Unmasked Estep 
Score: -21059326.000000 Penalty: 5971.345215
	Iteration 182Q: 3 clusters Score -2.105933e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 168119 members 
Entering Unmasked Estep 
Score: -21059330.000000 Penalty: 5971.345215
	Iteration 183Q: 3 clusters Score -2.105933e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 168126 members 
Entering Unmasked Estep 
Score: -21059348.000000 Penalty: 5971.345215
	Iteration 184Q: 3 clusters Score -2.105935e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 168129 members 
Entering Unmasked Estep 
Score: -21059338.000000 Penalty: 5971.345215
	Iteration 185Q: 3 clusters Score -2.105934e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 168139 members 
Entering Unmasked Estep 
Score: -21059338.000000 Penalty: 5971.345215
	Iteration 186Q: 3 clusters Score -2.105934e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 168147 members 
Entering Unmasked Estep 
Score: -21059344.000000 Penalty: 5971.345215
	Iteration 187Q: 3 clusters Score -2.105934e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 168152 members 
Entering Unmasked Estep 
Score: -21059364.000000 Penalty: 5971.345215
	Iteration 188Q: 3 clusters Score -2.105936e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 168156 members 
Entering Unmasked Estep 
Score: -21059378.000000 Penalty: 5971.345215
	Iteration 189Q: 3 clusters Score -2.105938e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 168162 members 
Entering Unmasked Estep 
Score: -21059382.000000 Penalty: 5971.345215
	Iteration 190Q: 3 clusters Score -2.105938e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 168169 members 
Entering Unmasked Estep 
Score: -21059372.000000 Penalty: 5971.345215
	Iteration 191Q: 3 clusters Score -2.105937e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 168172 members 
Entering Unmasked Estep 
Score: -21059356.000000 Penalty: 5971.345215
	Iteration 192Q: 3 clusters Score -2.105936e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 168174 members 
Entering Unmasked Estep 
Score: -21059366.000000 Penalty: 5971.345215
	Iteration 193Q: 3 clusters Score -2.105937e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 168174 members 
Entering Unmasked Estep 
Score: -21059358.000000 Penalty: 5971.345215
	Iteration 194Q: 3 clusters Score -2.105936e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 168173 members 
Entering Unmasked Estep 
Score: -21059360.000000 Penalty: 5971.345215
	Iteration 195Q: 3 clusters Score -2.105936e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 168181 members 
Entering Unmasked Estep 
Score: -21059376.000000 Penalty: 5971.345215
	Iteration 196Q: 3 clusters Score -2.105938e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 168187 members 
Entering Unmasked Estep 
Score: -21059372.000000 Penalty: 5971.345215
	Iteration 197Q: 3 clusters Score -2.105937e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 168191 members 
Entering Unmasked Estep 
Score: -21059378.000000 Penalty: 5971.345215
	Iteration 198Q: 3 clusters Score -2.105938e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 168193 members 
Entering Unmasked Estep 
Score: -21059382.000000 Penalty: 5971.345215
	Iteration 199Q: 3 clusters Score -2.105938e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 168199 members 
Entering Unmasked Estep 
Score: -21059398.000000 Penalty: 5971.345215
	Iteration 200F: 3 clusters Score -2.10594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 168205 members 
Entering Unmasked Estep 
Score: -21059406.000000 Penalty: 5971.345215
	Iteration 201Q: 3 clusters Score -2.105941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 168207 members 
Entering Unmasked Estep 
Score: -21059412.000000 Penalty: 5971.345215
	Iteration 202Q: 3 clusters Score -2.105941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 168210 members 
Entering Unmasked Estep 
Score: -21059416.000000 Penalty: 5971.345215
	Iteration 203Q: 3 clusters Score -2.105942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 168214 members 
Entering Unmasked Estep 
Score: -21059408.000000 Penalty: 5971.345215
	Iteration 204Q: 3 clusters Score -2.105941e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 168217 members 
Entering Unmasked Estep 
Score: -21059412.000000 Penalty: 5971.345215
	Iteration 205Q: 3 clusters Score -2.105941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 168219 members 
Entering Unmasked Estep 
Score: -21059404.000000 Penalty: 5971.345215
	Iteration 206Q: 3 clusters Score -2.10594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 168222 members 
Entering Unmasked Estep 
Score: -21059384.000000 Penalty: 5971.345215
	Iteration 207Q: 3 clusters Score -2.105938e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 168225 members 
Entering Unmasked Estep 
Score: -21059416.000000 Penalty: 5971.345215
	Iteration 208Q: 3 clusters Score -2.105942e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 168226 members 
Entering Unmasked Estep 
Score: -21059416.000000 Penalty: 5971.345215
	Iteration 209Q: 3 clusters Score -2.105942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 168228 members 
Entering Unmasked Estep 
Score: -21059432.000000 Penalty: 5971.345215
	Iteration 210Q: 3 clusters Score -2.105943e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 168231 members 
Entering Unmasked Estep 
Score: -21059416.000000 Penalty: 5971.345215
	Iteration 211Q: 3 clusters Score -2.105942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 168232 members 
Entering Unmasked Estep 
Score: -21059424.000000 Penalty: 5971.345215
	Iteration 212Q: 3 clusters Score -2.105942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 168233 members 
Entering Unmasked Estep 
Score: -21059428.000000 Penalty: 5971.345215
	Iteration 213Q: 3 clusters Score -2.105943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 168234 members 
Entering Unmasked Estep 
Score: -21059428.000000 Penalty: 5971.345215
	Iteration 214Q: 3 clusters Score -2.105943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 168235 members 
Entering Unmasked Estep 
Score: -21059418.000000 Penalty: 5971.345215
	Iteration 215Q: 3 clusters Score -2.105942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 168235 members 
Entering Unmasked Estep 
Score: -21059418.000000 Penalty: 5971.345215
	Iteration 216Q: 3 clusters Score -2.105942e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 168235 members 
Entering Unmasked Estep 
Score: -21059418.000000 Penalty: 5971.345215
	Iteration 217F: 3 clusters Score -2.105942e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Entering Unmasked Estep 
Score: -26386.277344 Penalty: 1391.149048
	Iteration 0F: 2 clusters Score -26386.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -25187.412109 Penalty: 2782.298096
	Iteration 0F: 3 clusters Score -25187.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -25273.787109 Penalty: 2782.298096
	Iteration 1F: 3 clusters Score -25273.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -25318.189453 Penalty: 2782.298096
	Iteration 2Q: 3 clusters Score -25318.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -25336.960938 Penalty: 2782.298096
	Iteration 3Q: 3 clusters Score -25336.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -25362.720703 Penalty: 2782.298096
	Iteration 4Q: 3 clusters Score -25362.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -25377.802734 Penalty: 2782.298096
	Iteration 5Q: 3 clusters Score -25377.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -25377.802734 Penalty: 2782.298096
	Iteration 6F: 3 clusters Score -25377.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Entering Unmasked Estep 
Score: -319133.812500 Penalty: 1970.234131
	Iteration 0F: 2 clusters Score -319133.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -315998.000000 Penalty: 3940.468262
	Iteration 0F: 3 clusters Score -315998 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -316667.312500 Penalty: 3940.468262
	Iteration 1F: 3 clusters Score -316667.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -316854.406250 Penalty: 3940.468262
	Iteration 2F: 3 clusters Score -316854.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -316984.843750 Penalty: 3940.468262
	Iteration 3F: 3 clusters Score -316984.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -317067.625000 Penalty: 3940.468262
	Iteration 4Q: 3 clusters Score -317067.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -317132.843750 Penalty: 3940.468262
	Iteration 5Q: 3 clusters Score -317132.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -317180.937500 Penalty: 3940.468262
	Iteration 6Q: 3 clusters Score -317180.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -317222.406250 Penalty: 3940.468262
	Iteration 7Q: 3 clusters Score -317222.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -317259.593750 Penalty: 3940.468262
	Iteration 8Q: 3 clusters Score -317259.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -317281.250000 Penalty: 3940.468262
	Iteration 9Q: 3 clusters Score -317281.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -317310.375000 Penalty: 3940.468262
	Iteration 10Q: 3 clusters Score -317310.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -317336.406250 Penalty: 3940.468262
	Iteration 11Q: 3 clusters Score -317336.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -317360.843750 Penalty: 3940.468262
	Iteration 12Q: 3 clusters Score -317360.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -317387.875000 Penalty: 3940.468262
	Iteration 13Q: 3 clusters Score -317387.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -317408.750000 Penalty: 3940.468262
	Iteration 14Q: 3 clusters Score -317408.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -317431.187500 Penalty: 3940.468262
	Iteration 15Q: 3 clusters Score -317431.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -317451.812500 Penalty: 3940.468262
	Iteration 16Q: 3 clusters Score -317451.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -317473.781250 Penalty: 3940.468262
	Iteration 17Q: 3 clusters Score -317473.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -317491.656250 Penalty: 3940.468262
	Iteration 18Q: 3 clusters Score -317491.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -317502.093750 Penalty: 3940.468262
	Iteration 19Q: 3 clusters Score -317502.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -317515.968750 Penalty: 3940.468262
	Iteration 20F: 3 clusters Score -317516 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -317528.718750 Penalty: 3940.468262
	Iteration 21Q: 3 clusters Score -317528.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -317542.625000 Penalty: 3940.468262
	Iteration 22Q: 3 clusters Score -317542.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -317556.031250 Penalty: 3940.468262
	Iteration 23Q: 3 clusters Score -317556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -317566.875000 Penalty: 3940.468262
	Iteration 24Q: 3 clusters Score -317566.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -317575.593750 Penalty: 3940.468262
	Iteration 25Q: 3 clusters Score -317575.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -317584.562500 Penalty: 3940.468262
	Iteration 26Q: 3 clusters Score -317584.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -317596.937500 Penalty: 3940.468262
	Iteration 27Q: 3 clusters Score -317596.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -317615.437500 Penalty: 3940.468262
	Iteration 28Q: 3 clusters Score -317615.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -317639.281250 Penalty: 3940.468262
	Iteration 29Q: 3 clusters Score -317639.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -317669.343750 Penalty: 3940.468262
	Iteration 30Q: 3 clusters Score -317669.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -317695.531250 Penalty: 3940.468262
	Iteration 31Q: 3 clusters Score -317695.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -317716.656250 Penalty: 3940.468262
	Iteration 32Q: 3 clusters Score -317716.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -317734.062500 Penalty: 3940.468262
	Iteration 33Q: 3 clusters Score -317734.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -317746.093750 Penalty: 3940.468262
	Iteration 34Q: 3 clusters Score -317746.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -317751.843750 Penalty: 3940.468262
	Iteration 35Q: 3 clusters Score -317751.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -317756.531250 Penalty: 3940.468262
	Iteration 36Q: 3 clusters Score -317756.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -317762.781250 Penalty: 3940.468262
	Iteration 37Q: 3 clusters Score -317762.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -317766.437500 Penalty: 3940.468262
	Iteration 38Q: 3 clusters Score -317766.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -317769.937500 Penalty: 3940.468262
	Iteration 39Q: 3 clusters Score -317769.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -317774.125000 Penalty: 3940.468262
	Iteration 40F: 3 clusters Score -317774.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -317779.125000 Penalty: 3940.468262
	Iteration 41Q: 3 clusters Score -317779.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -317784.000000 Penalty: 3940.468262
	Iteration 42Q: 3 clusters Score -317784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -317790.437500 Penalty: 3940.468262
	Iteration 43Q: 3 clusters Score -317790.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -317792.656250 Penalty: 3940.468262
	Iteration 44Q: 3 clusters Score -317792.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -317796.593750 Penalty: 3940.468262
	Iteration 45Q: 3 clusters Score -317796.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -317796.593750 Penalty: 3940.468262
	Iteration 46F: 3 clusters Score -317796.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (17915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Entering Unmasked Estep 
Score: -2270726.500000 Penalty: 2428.761719
	Iteration 0F: 2 clusters Score -2270726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -2257917.250000 Penalty: 4857.523438
	Iteration 0F: 3 clusters Score -2257917 nChanged 7756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -2262065.500000 Penalty: 4857.523438
	Iteration 1F: 3 clusters Score -2262066 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -2262454.250000 Penalty: 4857.523438
	Iteration 2F: 3 clusters Score -2262454 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -2262791.500000 Penalty: 4857.523438
	Iteration 3Q: 3 clusters Score -2262792 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -2263099.750000 Penalty: 4857.523438
	Iteration 4Q: 3 clusters Score -2263100 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -2263428.500000 Penalty: 4857.523438
	Iteration 5Q: 3 clusters Score -2263428 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -2263791.750000 Penalty: 4857.523438
	Iteration 6Q: 3 clusters Score -2263792 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -2264275.750000 Penalty: 4857.523438
	Iteration 7Q: 3 clusters Score -2264276 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -2264914.250000 Penalty: 4857.523438
	Iteration 8F: 3 clusters Score -2264914 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -2265743.250000 Penalty: 4857.523438
	Iteration 9F: 3 clusters Score -2265743 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -2266616.750000 Penalty: 4857.523438
	Iteration 10F: 3 clusters Score -2266617 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -2267299.250000 Penalty: 4857.523438
	Iteration 11Q: 3 clusters Score -2267299 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -2267697.750000 Penalty: 4857.523438
	Iteration 12Q: 3 clusters Score -2267698 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -2267908.500000 Penalty: 4857.523438
	Iteration 13Q: 3 clusters Score -2267908 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -2268017.000000 Penalty: 4857.523438
	Iteration 14Q: 3 clusters Score -2268017 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -2268095.000000 Penalty: 4857.523438
	Iteration 15Q: 3 clusters Score -2268095 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -2268159.750000 Penalty: 4857.523438
	Iteration 16Q: 3 clusters Score -2268160 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -2268210.750000 Penalty: 4857.523438
	Iteration 17Q: 3 clusters Score -2268211 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -2268240.500000 Penalty: 4857.523438
	Iteration 18Q: 3 clusters Score -2268240 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -2268276.500000 Penalty: 4857.523438
	Iteration 19Q: 3 clusters Score -2268276 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -2268292.000000 Penalty: 4857.523438
	Iteration 20F: 3 clusters Score -2268292 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2268316.000000 Penalty: 4857.523438
	Iteration 21Q: 3 clusters Score -2268316 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -2268343.250000 Penalty: 4857.523438
	Iteration 22Q: 3 clusters Score -2268343 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2268363.000000 Penalty: 4857.523438
	Iteration 23Q: 3 clusters Score -2268363 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2268387.250000 Penalty: 4857.523438
	Iteration 24Q: 3 clusters Score -2268387 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2268404.500000 Penalty: 4857.523438
	Iteration 25Q: 3 clusters Score -2268404 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2268425.250000 Penalty: 4857.523438
	Iteration 26Q: 3 clusters Score -2268425 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -2268434.000000 Penalty: 4857.523438
	Iteration 27Q: 3 clusters Score -2268434 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2268447.000000 Penalty: 4857.523438
	Iteration 28Q: 3 clusters Score -2268447 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2268457.500000 Penalty: 4857.523438
	Iteration 29Q: 3 clusters Score -2268458 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2268463.750000 Penalty: 4857.523438
	Iteration 30Q: 3 clusters Score -2268464 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2268477.250000 Penalty: 4857.523438
	Iteration 31Q: 3 clusters Score -2268477 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -2268485.250000 Penalty: 4857.523438
	Iteration 32Q: 3 clusters Score -2268485 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2268489.000000 Penalty: 4857.523438
	Iteration 33Q: 3 clusters Score -2268489 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2268497.000000 Penalty: 4857.523438
	Iteration 34Q: 3 clusters Score -2268497 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2268502.750000 Penalty: 4857.523438
	Iteration 35Q: 3 clusters Score -2268503 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2268506.000000 Penalty: 4857.523438
	Iteration 36Q: 3 clusters Score -2268506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2268510.250000 Penalty: 4857.523438
	Iteration 37Q: 3 clusters Score -2268510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2268516.750000 Penalty: 4857.523438
	Iteration 38Q: 3 clusters Score -2268517 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2268517.750000 Penalty: 4857.523438
	Iteration 39Q: 3 clusters Score -2268518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2268526.500000 Penalty: 4857.523438
	Iteration 40F: 3 clusters Score -2268526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2268529.500000 Penalty: 4857.523438
	Iteration 41Q: 3 clusters Score -2268530 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2268538.250000 Penalty: 4857.523438
	Iteration 42Q: 3 clusters Score -2268538 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2268547.500000 Penalty: 4857.523438
	Iteration 43Q: 3 clusters Score -2268548 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -2268554.500000 Penalty: 4857.523438
	Iteration 44Q: 3 clusters Score -2268554 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2268563.000000 Penalty: 4857.523438
	Iteration 45Q: 3 clusters Score -2268563 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2268570.000000 Penalty: 4857.523438
	Iteration 46Q: 3 clusters Score -2268570 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2268577.500000 Penalty: 4857.523438
	Iteration 47Q: 3 clusters Score -2268578 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2268579.000000 Penalty: 4857.523438
	Iteration 48Q: 3 clusters Score -2268579 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2268584.500000 Penalty: 4857.523438
	Iteration 49Q: 3 clusters Score -2268584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2268584.750000 Penalty: 4857.523438
	Iteration 50Q: 3 clusters Score -2268585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -2268593.250000 Penalty: 4857.523438
	Iteration 51Q: 3 clusters Score -2268593 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2268595.000000 Penalty: 4857.523438
	Iteration 52Q: 3 clusters Score -2268595 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -2268597.250000 Penalty: 4857.523438
	Iteration 53Q: 3 clusters Score -2268597 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2268605.500000 Penalty: 4857.523438
	Iteration 54Q: 3 clusters Score -2268606 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2268605.750000 Penalty: 4857.523438
	Iteration 55Q: 3 clusters Score -2268606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -2268611.750000 Penalty: 4857.523438
	Iteration 56Q: 3 clusters Score -2268612 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2268611.250000 Penalty: 4857.523438
	Iteration 57Q: 3 clusters Score -2268611 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2268605.750000 Penalty: 4857.523438
	Iteration 58Q: 3 clusters Score -2268606 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2268616.750000 Penalty: 4857.523438
	Iteration 59Q: 3 clusters Score -2268617 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2268621.750000 Penalty: 4857.523438
	Iteration 60F: 3 clusters Score -2268622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2268628.500000 Penalty: 4857.523438
	Iteration 61Q: 3 clusters Score -2268628 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2268640.500000 Penalty: 4857.523438
	Iteration 62Q: 3 clusters Score -2268640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2268645.750000 Penalty: 4857.523438
	Iteration 63Q: 3 clusters Score -2268646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2268647.500000 Penalty: 4857.523438
	Iteration 64Q: 3 clusters Score -2268648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2268646.750000 Penalty: 4857.523438
	Iteration 65Q: 3 clusters Score -2268647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16437 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2268653.500000 Penalty: 4857.523438
	Iteration 66Q: 3 clusters Score -2268654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2268652.250000 Penalty: 4857.523438
	Iteration 67Q: 3 clusters Score -2268652 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -2268656.250000 Penalty: 4857.523438
	Iteration 68Q: 3 clusters Score -2268656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2268656.250000 Penalty: 4857.523438
	Iteration 69Q: 3 clusters Score -2268656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2268657.750000 Penalty: 4857.523438
	Iteration 70Q: 3 clusters Score -2268658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2268664.500000 Penalty: 4857.523438
	Iteration 71Q: 3 clusters Score -2268664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2268664.250000 Penalty: 4857.523438
	Iteration 72Q: 3 clusters Score -2268664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2268669.250000 Penalty: 4857.523438
	Iteration 73Q: 3 clusters Score -2268669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -2268669.750000 Penalty: 4857.523438
	Iteration 74Q: 3 clusters Score -2268670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2268672.750000 Penalty: 4857.523438
	Iteration 75Q: 3 clusters Score -2268673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2268672.000000 Penalty: 4857.523438
	Iteration 76Q: 3 clusters Score -2268672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2268672.000000 Penalty: 4857.523438
	Iteration 77Q: 3 clusters Score -2268672 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2268672.000000 Penalty: 4857.523438
	Iteration 78F: 3 clusters Score -2268672 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (36004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36004 members 
Entering Unmasked Estep 
Score: -4549679.500000 Penalty: 2601.863525
	Iteration 0F: 2 clusters Score -4549680 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 17807 members 
Entering Unmasked Estep 
Score: -4525154.000000 Penalty: 5203.727051
	Iteration 0F: 3 clusters Score -4525154 nChanged 16417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -4534274.500000 Penalty: 5203.727051
	Iteration 1F: 3 clusters Score -4534274 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -4534866.500000 Penalty: 5203.727051
	Iteration 2Q: 3 clusters Score -4534866 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -4535567.500000 Penalty: 5203.727051
	Iteration 3Q: 3 clusters Score -4535568 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22919 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -4536476.500000 Penalty: 5203.727051
	Iteration 4Q: 3 clusters Score -4536476 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -4537786.000000 Penalty: 5203.727051
	Iteration 5F: 3 clusters Score -4537786 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27127 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -4539604.500000 Penalty: 5203.727051
	Iteration 6F: 3 clusters Score -4539604 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -4541704.000000 Penalty: 5203.727051
	Iteration 7F: 3 clusters Score -4541704 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32015 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -4543888.500000 Penalty: 5203.727051
	Iteration 8F: 3 clusters Score -4543888 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33729 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -4545487.000000 Penalty: 5203.727051
	Iteration 9Q: 3 clusters Score -4545487 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4546413.500000 Penalty: 5203.727051
	Iteration 10Q: 3 clusters Score -4546414 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35275 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4546889.000000 Penalty: 5203.727051
	Iteration 11Q: 3 clusters Score -4546889 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35493 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -4547129.000000 Penalty: 5203.727051
	Iteration 12Q: 3 clusters Score -4547129 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35585 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -4547230.500000 Penalty: 5203.727051
	Iteration 13Q: 3 clusters Score -4547230 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35630 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4547295.000000 Penalty: 5203.727051
	Iteration 14Q: 3 clusters Score -4547295 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4547330.500000 Penalty: 5203.727051
	Iteration 15Q: 3 clusters Score -4547330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4547355.000000 Penalty: 5203.727051
	Iteration 16Q: 3 clusters Score -4547355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35673 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4547358.000000 Penalty: 5203.727051
	Iteration 17Q: 3 clusters Score -4547358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4547378.000000 Penalty: 5203.727051
	Iteration 18Q: 3 clusters Score -4547378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35693 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -4547392.500000 Penalty: 5203.727051
	Iteration 19Q: 3 clusters Score -4547392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35697 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4547396.000000 Penalty: 5203.727051
	Iteration 20F: 3 clusters Score -4547396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35700 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4547407.000000 Penalty: 5203.727051
	Iteration 21Q: 3 clusters Score -4547407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4547416.000000 Penalty: 5203.727051
	Iteration 22Q: 3 clusters Score -4547416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35703 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4547419.000000 Penalty: 5203.727051
	Iteration 23Q: 3 clusters Score -4547419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35704 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4547419.000000 Penalty: 5203.727051
	Iteration 24Q: 3 clusters Score -4547419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35705 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4547422.000000 Penalty: 5203.727051
	Iteration 25Q: 3 clusters Score -4547422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35704 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4547422.000000 Penalty: 5203.727051
	Iteration 26Q: 3 clusters Score -4547422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35704 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4547422.000000 Penalty: 5203.727051
	Iteration 27F: 3 clusters Score -4547422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Entering Unmasked Estep 
Score: -845628.500000 Penalty: 2183.695801
	Iteration 0F: 2 clusters Score -845628.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -840042.312500 Penalty: 4367.391602
	Iteration 0F: 3 clusters Score -840042.3 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -841472.125000 Penalty: 4367.391602
	Iteration 1F: 3 clusters Score -841472.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -841700.687500 Penalty: 4367.391602
	Iteration 2F: 3 clusters Score -841700.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -841837.875000 Penalty: 4367.391602
	Iteration 3Q: 3 clusters Score -841837.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -841927.750000 Penalty: 4367.391602
	Iteration 4Q: 3 clusters Score -841927.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -841989.250000 Penalty: 4367.391602
	Iteration 5Q: 3 clusters Score -841989.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -842064.062500 Penalty: 4367.391602
	Iteration 6Q: 3 clusters Score -842064.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -842128.062500 Penalty: 4367.391602
	Iteration 7Q: 3 clusters Score -842128.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -842189.750000 Penalty: 4367.391602
	Iteration 8Q: 3 clusters Score -842189.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -842258.562500 Penalty: 4367.391602
	Iteration 9Q: 3 clusters Score -842258.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -842327.375000 Penalty: 4367.391602
	Iteration 10Q: 3 clusters Score -842327.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -842415.562500 Penalty: 4367.391602
	Iteration 11Q: 3 clusters Score -842415.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -842515.625000 Penalty: 4367.391602
	Iteration 12Q: 3 clusters Score -842515.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -842622.187500 Penalty: 4367.391602
	Iteration 13Q: 3 clusters Score -842622.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -842743.500000 Penalty: 4367.391602
	Iteration 14Q: 3 clusters Score -842743.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -842886.062500 Penalty: 4367.391602
	Iteration 15Q: 3 clusters Score -842886.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -843020.500000 Penalty: 4367.391602
	Iteration 16Q: 3 clusters Score -843020.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -843161.000000 Penalty: 4367.391602
	Iteration 17Q: 3 clusters Score -843161 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -843289.500000 Penalty: 4367.391602
	Iteration 18Q: 3 clusters Score -843289.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -843396.937500 Penalty: 4367.391602
	Iteration 19Q: 3 clusters Score -843396.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -843489.562500 Penalty: 4367.391602
	Iteration 20F: 3 clusters Score -843489.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -843561.750000 Penalty: 4367.391602
	Iteration 21Q: 3 clusters Score -843561.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -843612.000000 Penalty: 4367.391602
	Iteration 22Q: 3 clusters Score -843612 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -843642.187500 Penalty: 4367.391602
	Iteration 23Q: 3 clusters Score -843642.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -843663.312500 Penalty: 4367.391602
	Iteration 24Q: 3 clusters Score -843663.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -843676.812500 Penalty: 4367.391602
	Iteration 25Q: 3 clusters Score -843676.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -843691.562500 Penalty: 4367.391602
	Iteration 26Q: 3 clusters Score -843691.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -843695.562500 Penalty: 4367.391602
	Iteration 27Q: 3 clusters Score -843695.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -843701.312500 Penalty: 4367.391602
	Iteration 28Q: 3 clusters Score -843701.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -843708.812500 Penalty: 4367.391602
	Iteration 29Q: 3 clusters Score -843708.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -843713.562500 Penalty: 4367.391602
	Iteration 30Q: 3 clusters Score -843713.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -843714.312500 Penalty: 4367.391602
	Iteration 31Q: 3 clusters Score -843714.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -843715.625000 Penalty: 4367.391602
	Iteration 32Q: 3 clusters Score -843715.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -843717.250000 Penalty: 4367.391602
	Iteration 33Q: 3 clusters Score -843717.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -843720.562500 Penalty: 4367.391602
	Iteration 34Q: 3 clusters Score -843720.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -843721.312500 Penalty: 4367.391602
	Iteration 35Q: 3 clusters Score -843721.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -843723.625000 Penalty: 4367.391602
	Iteration 36Q: 3 clusters Score -843723.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -843723.625000 Penalty: 4367.391602
	Iteration 37F: 3 clusters Score -843723.6 nChanged 0
--- Evaluating fit on full set of 2572252 points ---
Entering Unmasked Estep 
Score: -317663840.000000 Penalty: 84192.703125
22->24 Clusters: Score -317663840.000000, best is -317714432.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 857417 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38951 members 
Mstep: Class 2 contains 38883 members 
Mstep: Class 3 contains 38866 members 
Mstep: Class 4 contains 39181 members 
Mstep: Class 5 contains 39100 members 
Mstep: Class 6 contains 38843 members 
Mstep: Class 7 contains 39151 members 
Mstep: Class 8 contains 38970 members 
Mstep: Class 9 contains 38513 members 
Mstep: Class 10 contains 39320 members 
Mstep: Class 11 contains 38998 members 
Mstep: Class 12 contains 38784 members 
Mstep: Class 13 contains 38905 members 
Mstep: Class 14 contains 39094 members 
Mstep: Class 15 contains 38982 members 
Mstep: Class 16 contains 38968 members 
Mstep: Class 17 contains 39197 members 
Mstep: Class 18 contains 39077 members 
Mstep: Class 19 contains 38802 members 
Mstep: Class 20 contains 39032 members 
Mstep: Class 21 contains 38785 members 
Mstep: Class 22 contains 39015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 581.160583 but Gain 3388.101562
Score: -100593272.000000 Penalty: 71150.023438
Iteration 0F: 22 clusters Score -1.005933e+08 nChanged 815252
Entering Unmasked Mstep 
Mstep: Class 0 contains 2442 members 
Mstep: Class 1 contains 66269 members 
Mstep: Class 2 contains 19331 members 
Mstep: Class 3 contains 61188 members 
Mstep: Class 4 contains 24968 members 
Mstep: Class 6 contains 16755 members 
Mstep: Class 7 contains 56843 members 
Mstep: Class 8 contains 36733 members 
Mstep: Class 9 contains 28635 members 
Mstep: Class 10 contains 36322 members 
Mstep: Class 11 contains 67029 members 
Mstep: Class 12 contains 14396 members 
Mstep: Class 13 contains 52315 members 
Mstep: Class 14 contains 9806 members 
Mstep: Class 15 contains 6536 members 
Mstep: Class 16 contains 55000 members 
Mstep: Class 17 contains 11258 members 
Mstep: Class 18 contains 62463 members 
Mstep: Class 19 contains 25255 members 
Mstep: Class 20 contains 163639 members 
Mstep: Class 21 contains 6911 members 
Mstep: Class 22 contains 33323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103272824.000000 Penalty: 71150.023438
Iteration 1F: 22 clusters Score -1.032728e+08 nChanged 333926
Entering Unmasked Mstep 
Mstep: Class 0 contains 285 members 
Mstep: Class 1 contains 51158 members 
Mstep: Class 2 contains 11401 members 
Mstep: Class 3 contains 63207 members 
Mstep: Class 4 contains 15718 members 
Mstep: Class 6 contains 11514 members 
Mstep: Class 7 contains 54417 members 
Mstep: Class 8 contains 44002 members 
Mstep: Class 9 contains 21889 members 
Mstep: Class 10 contains 21517 members 
Mstep: Class 11 contains 64032 members 
Mstep: Class 12 contains 8159 members 
Mstep: Class 13 contains 43763 members 
Mstep: Class 14 contains 5863 members 
Mstep: Class 15 contains 4125 members 
Mstep: Class 16 contains 49117 members 
Mstep: Class 17 contains 6818 members 
Mstep: Class 18 contains 50693 members 
Mstep: Class 19 contains 27899 members 
Mstep: Class 20 contains 263228 members 
Mstep: Class 21 contains 10748 members 
Mstep: Class 22 contains 27864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103889144.000000 Penalty: 71150.023438
Iteration 2F: 22 clusters Score -1.038891e+08 nChanged 218958
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 35431 members 
Mstep: Class 2 contains 10387 members 
Mstep: Class 3 contains 56823 members 
Mstep: Class 4 contains 12808 members 
Mstep: Class 6 contains 7646 members 
Mstep: Class 7 contains 46441 members 
Mstep: Class 8 contains 57659 members 
Mstep: Class 9 contains 23941 members 
Mstep: Class 10 contains 14848 members 
Mstep: Class 11 contains 66307 members 
Mstep: Class 12 contains 5296 members 
Mstep: Class 13 contains 43848 members 
Mstep: Class 14 contains 3790 members 
Mstep: Class 15 contains 1789 members 
Mstep: Class 16 contains 39801 members 
Mstep: Class 17 contains 3602 members 
Mstep: Class 18 contains 35319 members 
Mstep: Class 19 contains 36196 members 
Mstep: Class 20 contains 320315 members 
Mstep: Class 21 contains 7231 members 
Mstep: Class 22 contains 27854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1833.420410 but Gain 3388.093750
Score: -104146552.000000 Penalty: 67761.929688
Iteration 3F: 21 clusters Score -1.041466e+08 nChanged 161480
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 12234 members 
Mstep: Class 3 contains 46674 members 
Mstep: Class 4 contains 10131 members 
Mstep: Class 6 contains 4979 members 
Mstep: Class 7 contains 36255 members 
Mstep: Class 8 contains 71239 members 
Mstep: Class 9 contains 23621 members 
Mstep: Class 10 contains 10496 members 
Mstep: Class 11 contains 68676 members 
Mstep: Class 12 contains 3642 members 
Mstep: Class 13 contains 47826 members 
Mstep: Class 14 contains 2360 members 
Mstep: Class 15 contains 1466 members 
Mstep: Class 16 contains 28561 members 
Mstep: Class 18 contains 25467 members 
Mstep: Class 19 contains 43296 members 
Mstep: Class 20 contains 361363 members 
Mstep: Class 21 contains 4745 members 
Mstep: Class 22 contains 26354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1731.552490 but Gain 3388.097656
Score: -104215336.000000 Penalty: 64373.832031
Iteration 4F: 20 clusters Score -1.042153e+08 nChanged 126749
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 17824 members 
Mstep: Class 3 contains 41088 members 
Mstep: Class 4 contains 8262 members 
Mstep: Class 6 contains 3484 members 
Mstep: Class 7 contains 29867 members 
Mstep: Class 8 contains 80796 members 
Mstep: Class 9 contains 22510 members 
Mstep: Class 10 contains 7193 members 
Mstep: Class 11 contains 78358 members 
Mstep: Class 12 contains 2839 members 
Mstep: Class 13 contains 56563 members 
Mstep: Class 15 contains 1404 members 
Mstep: Class 16 contains 21298 members 
Mstep: Class 18 contains 21015 members 
Mstep: Class 19 contains 49499 members 
Mstep: Class 20 contains 361851 members 
Mstep: Class 21 contains 4225 members 
Mstep: Class 22 contains 25405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104307424.000000 Penalty: 64373.832031
Iteration 5F: 20 clusters Score -1.043074e+08 nChanged 92508
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 25844 members 
Mstep: Class 3 contains 37572 members 
Mstep: Class 4 contains 6671 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 25290 members 
Mstep: Class 8 contains 87360 members 
Mstep: Class 9 contains 19773 members 
Mstep: Class 10 contains 4611 members 
Mstep: Class 11 contains 89558 members 
Mstep: Class 12 contains 2337 members 
Mstep: Class 13 contains 66177 members 
Mstep: Class 15 contains 1373 members 
Mstep: Class 16 contains 16200 members 
Mstep: Class 18 contains 18497 members 
Mstep: Class 19 contains 52869 members 
Mstep: Class 20 contains 349901 members 
Mstep: Class 21 contains 4109 members 
Mstep: Class 22 contains 24634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 3279.361572 but Gain 3388.097656
Score: -104396144.000000 Penalty: 60985.734375
Iteration 6F: 19 clusters Score -1.043961e+08 nChanged 75155
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 33147 members 
Mstep: Class 3 contains 34520 members 
Mstep: Class 4 contains 5484 members 
Mstep: Class 6 contains 2195 members 
Mstep: Class 7 contains 21736 members 
Mstep: Class 8 contains 91835 members 
Mstep: Class 9 contains 15878 members 
Mstep: Class 11 contains 98480 members 
Mstep: Class 12 contains 2018 members 
Mstep: Class 13 contains 75496 members 
Mstep: Class 15 contains 1357 members 
Mstep: Class 16 contains 12492 members 
Mstep: Class 18 contains 16466 members 
Mstep: Class 19 contains 54240 members 
Mstep: Class 20 contains 342364 members 
Mstep: Class 21 contains 3931 members 
Mstep: Class 22 contains 24492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104458096.000000 Penalty: 60985.734375
Iteration 7F: 19 clusters Score -1.044581e+08 nChanged 59053
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 38685 members 
Mstep: Class 3 contains 31932 members 
Mstep: Class 4 contains 4454 members 
Mstep: Class 6 contains 2089 members 
Mstep: Class 7 contains 19034 members 
Mstep: Class 8 contains 95020 members 
Mstep: Class 9 contains 12224 members 
Mstep: Class 11 contains 105476 members 
Mstep: Class 12 contains 1736 members 
Mstep: Class 13 contains 84337 members 
Mstep: Class 15 contains 1354 members 
Mstep: Class 16 contains 9654 members 
Mstep: Class 18 contains 14868 members 
Mstep: Class 19 contains 53526 members 
Mstep: Class 20 contains 333859 members 
Mstep: Class 21 contains 3637 members 
Mstep: Class 22 contains 24391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104505944.000000 Penalty: 60985.734375
Iteration 8F: 19 clusters Score -1.045059e+08 nChanged 49727
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 42371 members 
Mstep: Class 3 contains 30193 members 
Mstep: Class 4 contains 3641 members 
Mstep: Class 6 contains 2128 members 
Mstep: Class 7 contains 17027 members 
Mstep: Class 8 contains 97113 members 
Mstep: Class 9 contains 9286 members 
Mstep: Class 11 contains 111353 members 
Mstep: Class 12 contains 1509 members 
Mstep: Class 13 contains 93517 members 
Mstep: Class 15 contains 1351 members 
Mstep: Class 16 contains 7786 members 
Mstep: Class 18 contains 13772 members 
Mstep: Class 19 contains 52467 members 
Mstep: Class 20 contains 324821 members 
Mstep: Class 21 contains 3284 members 
Mstep: Class 22 contains 24338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104547064.000000 Penalty: 60985.734375
Iteration 9F: 19 clusters Score -1.045471e+08 nChanged 42170
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 44611 members 
Mstep: Class 3 contains 29065 members 
Mstep: Class 4 contains 2977 members 
Mstep: Class 6 contains 2236 members 
Mstep: Class 7 contains 15547 members 
Mstep: Class 8 contains 98471 members 
Mstep: Class 9 contains 7315 members 
Mstep: Class 11 contains 116358 members 
Mstep: Class 12 contains 1392 members 
Mstep: Class 13 contains 102931 members 
Mstep: Class 15 contains 1350 members 
Mstep: Class 16 contains 6637 members 
Mstep: Class 18 contains 12920 members 
Mstep: Class 19 contains 51144 members 
Mstep: Class 20 contains 315204 members 
Mstep: Class 21 contains 2989 members 
Mstep: Class 22 contains 24383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 2901.807129 but Gain 3388.093750
Score: -104578744.000000 Penalty: 57597.640625
Iteration 10Q: 18 clusters Score -1.045787e+08 nChanged 38527
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 45865 members 
Mstep: Class 3 contains 28605 members 
Mstep: Class 6 contains 2358 members 
Mstep: Class 7 contains 14405 members 
Mstep: Class 8 contains 99427 members 
Mstep: Class 9 contains 6183 members 
Mstep: Class 11 contains 120559 members 
Mstep: Class 12 contains 1380 members 
Mstep: Class 13 contains 112614 members 
Mstep: Class 15 contains 1350 members 
Mstep: Class 16 contains 5937 members 
Mstep: Class 18 contains 12192 members 
Mstep: Class 19 contains 50911 members 
Mstep: Class 20 contains 305736 members 
Mstep: Class 21 contains 2803 members 
Mstep: Class 22 contains 24915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104604672.000000 Penalty: 57597.640625
Iteration 11Q: 18 clusters Score -1.046047e+08 nChanged 31645
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 46482 members 
Mstep: Class 3 contains 28625 members 
Mstep: Class 6 contains 2507 members 
Mstep: Class 7 contains 13501 members 
Mstep: Class 8 contains 99974 members 
Mstep: Class 9 contains 5649 members 
Mstep: Class 11 contains 123878 members 
Mstep: Class 12 contains 1377 members 
Mstep: Class 13 contains 121532 members 
Mstep: Class 15 contains 1349 members 
Mstep: Class 16 contains 5517 members 
Mstep: Class 18 contains 11491 members 
Mstep: Class 19 contains 49605 members 
Mstep: Class 20 contains 296069 members 
Mstep: Class 21 contains 2696 members 
Mstep: Class 22 contains 24699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104617304.000000 Penalty: 57597.640625
Iteration 12Q: 18 clusters Score -1.046173e+08 nChanged 29057
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 46920 members 
Mstep: Class 3 contains 28898 members 
Mstep: Class 6 contains 2654 members 
Mstep: Class 7 contains 12889 members 
Mstep: Class 8 contains 100208 members 
Mstep: Class 9 contains 5465 members 
Mstep: Class 11 contains 126280 members 
Mstep: Class 12 contains 1440 members 
Mstep: Class 13 contains 130088 members 
Mstep: Class 15 contains 1349 members 
Mstep: Class 16 contains 5230 members 
Mstep: Class 18 contains 10804 members 
Mstep: Class 19 contains 48556 members 
Mstep: Class 20 contains 286764 members 
Mstep: Class 21 contains 2662 members 
Mstep: Class 22 contains 24420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104626624.000000 Penalty: 57597.640625
Iteration 13Q: 18 clusters Score -1.046266e+08 nChanged 26027
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 47211 members 
Mstep: Class 3 contains 29288 members 
Mstep: Class 6 contains 2817 members 
Mstep: Class 7 contains 12583 members 
Mstep: Class 8 contains 100251 members 
Mstep: Class 9 contains 5489 members 
Mstep: Class 11 contains 128531 members 
Mstep: Class 12 contains 1533 members 
Mstep: Class 13 contains 138538 members 
Mstep: Class 15 contains 1347 members 
Mstep: Class 16 contains 5017 members 
Mstep: Class 18 contains 10149 members 
Mstep: Class 19 contains 47759 members 
Mstep: Class 20 contains 277157 members 
Mstep: Class 21 contains 2656 members 
Mstep: Class 22 contains 24086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104633840.000000 Penalty: 57597.640625
Iteration 14Q: 18 clusters Score -1.046338e+08 nChanged 23760
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 47439 members 
Mstep: Class 3 contains 29854 members 
Mstep: Class 6 contains 3006 members 
Mstep: Class 7 contains 12484 members 
Mstep: Class 8 contains 100177 members 
Mstep: Class 9 contains 5592 members 
Mstep: Class 11 contains 130679 members 
Mstep: Class 12 contains 1667 members 
Mstep: Class 13 contains 147300 members 
Mstep: Class 15 contains 1347 members 
Mstep: Class 16 contains 4933 members 
Mstep: Class 18 contains 9583 members 
Mstep: Class 19 contains 47226 members 
Mstep: Class 20 contains 266644 members 
Mstep: Class 21 contains 2651 members 
Mstep: Class 22 contains 23707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104642600.000000 Penalty: 57597.640625
Iteration 15Q: 18 clusters Score -1.046426e+08 nChanged 22754
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 47543 members 
Mstep: Class 3 contains 30520 members 
Mstep: Class 6 contains 3214 members 
Mstep: Class 7 contains 12503 members 
Mstep: Class 8 contains 99966 members 
Mstep: Class 9 contains 5744 members 
Mstep: Class 11 contains 132693 members 
Mstep: Class 12 contains 1811 members 
Mstep: Class 13 contains 156468 members 
Mstep: Class 15 contains 1346 members 
Mstep: Class 16 contains 4830 members 
Mstep: Class 18 contains 9017 members 
Mstep: Class 19 contains 46966 members 
Mstep: Class 20 contains 255748 members 
Mstep: Class 21 contains 2652 members 
Mstep: Class 22 contains 23200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104650608.000000 Penalty: 57597.640625
Iteration 16Q: 18 clusters Score -1.046506e+08 nChanged 21665
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 47577 members 
Mstep: Class 3 contains 31129 members 
Mstep: Class 6 contains 3390 members 
Mstep: Class 7 contains 12660 members 
Mstep: Class 8 contains 99526 members 
Mstep: Class 9 contains 5904 members 
Mstep: Class 11 contains 134593 members 
Mstep: Class 12 contains 1964 members 
Mstep: Class 13 contains 165271 members 
Mstep: Class 15 contains 1345 members 
Mstep: Class 16 contains 4753 members 
Mstep: Class 18 contains 8419 members 
Mstep: Class 19 contains 46986 members 
Mstep: Class 20 contains 245388 members 
Mstep: Class 21 contains 2655 members 
Mstep: Class 22 contains 22607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104657808.000000 Penalty: 57597.640625
Iteration 17Q: 18 clusters Score -1.046578e+08 nChanged 20831
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 47616 members 
Mstep: Class 3 contains 31642 members 
Mstep: Class 6 contains 3625 members 
Mstep: Class 7 contains 12880 members 
Mstep: Class 8 contains 98964 members 
Mstep: Class 9 contains 6060 members 
Mstep: Class 11 contains 136293 members 
Mstep: Class 12 contains 2122 members 
Mstep: Class 13 contains 174071 members 
Mstep: Class 15 contains 1345 members 
Mstep: Class 16 contains 4675 members 
Mstep: Class 18 contains 7843 members 
Mstep: Class 19 contains 47239 members 
Mstep: Class 20 contains 235156 members 
Mstep: Class 21 contains 2659 members 
Mstep: Class 22 contains 21952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104664456.000000 Penalty: 57597.640625
Iteration 18Q: 18 clusters Score -1.046645e+08 nChanged 19845
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 47726 members 
Mstep: Class 3 contains 32084 members 
Mstep: Class 6 contains 3870 members 
Mstep: Class 7 contains 13152 members 
Mstep: Class 8 contains 98351 members 
Mstep: Class 9 contains 6150 members 
Mstep: Class 11 contains 137774 members 
Mstep: Class 12 contains 2279 members 
Mstep: Class 13 contains 182516 members 
Mstep: Class 15 contains 1345 members 
Mstep: Class 16 contains 4595 members 
Mstep: Class 18 contains 7299 members 
Mstep: Class 19 contains 47577 members 
Mstep: Class 20 contains 225444 members 
Mstep: Class 21 contains 2660 members 
Mstep: Class 22 contains 21316 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104670360.000000 Penalty: 57597.640625
Iteration 19Q: 18 clusters Score -1.046704e+08 nChanged 18500
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 47940 members 
Mstep: Class 3 contains 32455 members 
Mstep: Class 6 contains 4143 members 
Mstep: Class 7 contains 13425 members 
Mstep: Class 8 contains 97686 members 
Mstep: Class 9 contains 6166 members 
Mstep: Class 11 contains 139064 members 
Mstep: Class 12 contains 2421 members 
Mstep: Class 13 contains 190331 members 
Mstep: Class 15 contains 1345 members 
Mstep: Class 16 contains 4482 members 
Mstep: Class 18 contains 6809 members 
Mstep: Class 19 contains 48099 members 
Mstep: Class 20 contains 216498 members 
Mstep: Class 21 contains 2660 members 
Mstep: Class 22 contains 20632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104675200.000000 Penalty: 57597.640625
Iteration 20F: 18 clusters Score -1.046752e+08 nChanged 17167
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 48228 members 
Mstep: Class 3 contains 32875 members 
Mstep: Class 6 contains 4412 members 
Mstep: Class 7 contains 13778 members 
Mstep: Class 8 contains 96967 members 
Mstep: Class 9 contains 6127 members 
Mstep: Class 11 contains 140028 members 
Mstep: Class 12 contains 2605 members 
Mstep: Class 13 contains 197148 members 
Mstep: Class 15 contains 1343 members 
Mstep: Class 16 contains 4368 members 
Mstep: Class 18 contains 6321 members 
Mstep: Class 19 contains 48759 members 
Mstep: Class 20 contains 208643 members 
Mstep: Class 21 contains 2661 members 
Mstep: Class 22 contains 19920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104679536.000000 Penalty: 57597.640625
Iteration 21Q: 18 clusters Score -1.046795e+08 nChanged 15990
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 48618 members 
Mstep: Class 3 contains 33230 members 
Mstep: Class 6 contains 4708 members 
Mstep: Class 7 contains 14094 members 
Mstep: Class 8 contains 96191 members 
Mstep: Class 9 contains 6011 members 
Mstep: Class 11 contains 140856 members 
Mstep: Class 12 contains 2748 members 
Mstep: Class 13 contains 202967 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 4227 members 
Mstep: Class 18 contains 5851 members 
Mstep: Class 19 contains 49554 members 
Mstep: Class 20 contains 201949 members 
Mstep: Class 21 contains 2659 members 
Mstep: Class 22 contains 19211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104683216.000000 Penalty: 57597.640625
Iteration 22Q: 18 clusters Score -1.046832e+08 nChanged 15142
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 49034 members 
Mstep: Class 3 contains 33518 members 
Mstep: Class 6 contains 5010 members 
Mstep: Class 7 contains 14445 members 
Mstep: Class 8 contains 95388 members 
Mstep: Class 9 contains 5849 members 
Mstep: Class 11 contains 141414 members 
Mstep: Class 12 contains 2852 members 
Mstep: Class 13 contains 208309 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 4089 members 
Mstep: Class 18 contains 5396 members 
Mstep: Class 19 contains 50450 members 
Mstep: Class 20 contains 196038 members 
Mstep: Class 21 contains 2656 members 
Mstep: Class 22 contains 18451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104685616.000000 Penalty: 57597.640625
Iteration 23Q: 18 clusters Score -1.046856e+08 nChanged 14534
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 49409 members 
Mstep: Class 3 contains 33745 members 
Mstep: Class 6 contains 5296 members 
Mstep: Class 7 contains 14799 members 
Mstep: Class 8 contains 94686 members 
Mstep: Class 9 contains 5667 members 
Mstep: Class 11 contains 141889 members 
Mstep: Class 12 contains 2972 members 
Mstep: Class 13 contains 213173 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 3944 members 
Mstep: Class 18 contains 5020 members 
Mstep: Class 19 contains 51449 members 
Mstep: Class 20 contains 190595 members 
Mstep: Class 21 contains 2656 members 
Mstep: Class 22 contains 17647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104687544.000000 Penalty: 57597.640625
Iteration 24Q: 18 clusters Score -1.046875e+08 nChanged 13971
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 49692 members 
Mstep: Class 3 contains 34029 members 
Mstep: Class 6 contains 5547 members 
Mstep: Class 7 contains 15169 members 
Mstep: Class 8 contains 94095 members 
Mstep: Class 9 contains 5515 members 
Mstep: Class 11 contains 142265 members 
Mstep: Class 12 contains 3080 members 
Mstep: Class 13 contains 217820 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 3822 members 
Mstep: Class 18 contains 4690 members 
Mstep: Class 19 contains 52471 members 
Mstep: Class 20 contains 185304 members 
Mstep: Class 21 contains 2655 members 
Mstep: Class 22 contains 16809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104688952.000000 Penalty: 57597.640625
Iteration 25Q: 18 clusters Score -1.04689e+08 nChanged 13300
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 49832 members 
Mstep: Class 3 contains 34303 members 
Mstep: Class 6 contains 5783 members 
Mstep: Class 7 contains 15524 members 
Mstep: Class 8 contains 93517 members 
Mstep: Class 9 contains 5431 members 
Mstep: Class 11 contains 142655 members 
Mstep: Class 12 contains 3157 members 
Mstep: Class 13 contains 222038 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 3715 members 
Mstep: Class 18 contains 4375 members 
Mstep: Class 19 contains 53513 members 
Mstep: Class 20 contains 180486 members 
Mstep: Class 21 contains 2654 members 
Mstep: Class 22 contains 15997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104690456.000000 Penalty: 57597.640625
Iteration 26Q: 18 clusters Score -1.046905e+08 nChanged 12720
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 49922 members 
Mstep: Class 3 contains 34570 members 
Mstep: Class 6 contains 6011 members 
Mstep: Class 7 contains 15914 members 
Mstep: Class 8 contains 92972 members 
Mstep: Class 9 contains 5375 members 
Mstep: Class 11 contains 143092 members 
Mstep: Class 12 contains 3201 members 
Mstep: Class 13 contains 225654 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 3584 members 
Mstep: Class 18 contains 4118 members 
Mstep: Class 19 contains 54518 members 
Mstep: Class 20 contains 176152 members 
Mstep: Class 21 contains 2654 members 
Mstep: Class 22 contains 15244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104691368.000000 Penalty: 57597.640625
Iteration 27Q: 18 clusters Score -1.046914e+08 nChanged 12126
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 49995 members 
Mstep: Class 3 contains 34943 members 
Mstep: Class 6 contains 6224 members 
Mstep: Class 7 contains 16289 members 
Mstep: Class 8 contains 92480 members 
Mstep: Class 9 contains 5345 members 
Mstep: Class 11 contains 143526 members 
Mstep: Class 12 contains 3259 members 
Mstep: Class 13 contains 228475 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 3414 members 
Mstep: Class 18 contains 3866 members 
Mstep: Class 19 contains 55501 members 
Mstep: Class 20 contains 172500 members 
Mstep: Class 21 contains 2652 members 
Mstep: Class 22 contains 14495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104691544.000000 Penalty: 57597.640625
Iteration 28Q: 18 clusters Score -1.046915e+08 nChanged 11436
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 50035 members 
Mstep: Class 3 contains 35353 members 
Mstep: Class 6 contains 6427 members 
Mstep: Class 7 contains 16650 members 
Mstep: Class 8 contains 92055 members 
Mstep: Class 9 contains 5324 members 
Mstep: Class 11 contains 144036 members 
Mstep: Class 12 contains 3298 members 
Mstep: Class 13 contains 230646 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 3290 members 
Mstep: Class 18 contains 3651 members 
Mstep: Class 19 contains 56436 members 
Mstep: Class 20 contains 169334 members 
Mstep: Class 21 contains 2649 members 
Mstep: Class 22 contains 13756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104691792.000000 Penalty: 57597.640625
Iteration 29Q: 18 clusters Score -1.046918e+08 nChanged 10787
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 50045 members 
Mstep: Class 3 contains 35781 members 
Mstep: Class 6 contains 6623 members 
Mstep: Class 7 contains 16993 members 
Mstep: Class 8 contains 91666 members 
Mstep: Class 9 contains 5322 members 
Mstep: Class 11 contains 144617 members 
Mstep: Class 12 contains 3339 members 
Mstep: Class 13 contains 232237 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 3170 members 
Mstep: Class 18 contains 3477 members 
Mstep: Class 19 contains 57272 members 
Mstep: Class 20 contains 166692 members 
Mstep: Class 21 contains 2649 members 
Mstep: Class 22 contains 13058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104692136.000000 Penalty: 57597.640625
Iteration 30Q: 18 clusters Score -1.046921e+08 nChanged 10075
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 50072 members 
Mstep: Class 3 contains 36201 members 
Mstep: Class 6 contains 6808 members 
Mstep: Class 7 contains 17320 members 
Mstep: Class 8 contains 91301 members 
Mstep: Class 9 contains 5318 members 
Mstep: Class 11 contains 145314 members 
Mstep: Class 12 contains 3387 members 
Mstep: Class 13 contains 232875 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 3077 members 
Mstep: Class 18 contains 3329 members 
Mstep: Class 19 contains 58036 members 
Mstep: Class 20 contains 164831 members 
Mstep: Class 21 contains 2649 members 
Mstep: Class 22 contains 12417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104692296.000000 Penalty: 57597.640625
Iteration 31Q: 18 clusters Score -1.046923e+08 nChanged 9662
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 50061 members 
Mstep: Class 3 contains 36634 members 
Mstep: Class 6 contains 6985 members 
Mstep: Class 7 contains 17667 members 
Mstep: Class 8 contains 90969 members 
Mstep: Class 9 contains 5318 members 
Mstep: Class 11 contains 146234 members 
Mstep: Class 12 contains 3433 members 
Mstep: Class 13 contains 232956 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 3021 members 
Mstep: Class 18 contains 3180 members 
Mstep: Class 19 contains 58681 members 
Mstep: Class 20 contains 163309 members 
Mstep: Class 21 contains 2648 members 
Mstep: Class 22 contains 11854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104692400.000000 Penalty: 57597.640625
Iteration 32Q: 18 clusters Score -1.046924e+08 nChanged 8978
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 50073 members 
Mstep: Class 3 contains 37027 members 
Mstep: Class 6 contains 7187 members 
Mstep: Class 7 contains 17998 members 
Mstep: Class 8 contains 90666 members 
Mstep: Class 9 contains 5314 members 
Mstep: Class 11 contains 147164 members 
Mstep: Class 12 contains 3472 members 
Mstep: Class 13 contains 232315 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 2959 members 
Mstep: Class 18 contains 3044 members 
Mstep: Class 19 contains 59165 members 
Mstep: Class 20 contains 162530 members 
Mstep: Class 21 contains 2646 members 
Mstep: Class 22 contains 11389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104692096.000000 Penalty: 57597.640625
Iteration 33Q: 18 clusters Score -1.046921e+08 nChanged 8632
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 50066 members 
Mstep: Class 3 contains 37422 members 
Mstep: Class 6 contains 7374 members 
Mstep: Class 7 contains 18298 members 
Mstep: Class 8 contains 90280 members 
Mstep: Class 9 contains 5312 members 
Mstep: Class 11 contains 148209 members 
Mstep: Class 12 contains 3491 members 
Mstep: Class 13 contains 231135 members 
Mstep: Class 15 contains 1339 members 
Mstep: Class 16 contains 2903 members 
Mstep: Class 18 contains 2943 members 
Mstep: Class 19 contains 59499 members 
Mstep: Class 20 contains 162387 members 
Mstep: Class 21 contains 2646 members 
Mstep: Class 22 contains 10984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104693104.000000 Penalty: 57597.640625
Iteration 34Q: 18 clusters Score -1.046931e+08 nChanged 8368
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23111 members 
Mstep: Class 2 contains 50063 members 
Mstep: Class 3 contains 37792 members 
Mstep: Class 6 contains 7574 members 
Mstep: Class 7 contains 18572 members 
Mstep: Class 8 contains 89900 members 
Mstep: Class 9 contains 5306 members 
Mstep: Class 11 contains 149270 members 
Mstep: Class 12 contains 3511 members 
Mstep: Class 13 contains 229360 members 
Mstep: Class 15 contains 1338 members 
Mstep: Class 16 contains 2854 members 
Mstep: Class 18 contains 2844 members 
Mstep: Class 19 contains 59747 members 
Mstep: Class 20 contains 162902 members 
Mstep: Class 21 contains 2646 members 
Mstep: Class 22 contains 10610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104693952.000000 Penalty: 57597.640625
Iteration 35Q: 18 clusters Score -1.04694e+08 nChanged 8416
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 50091 members 
Mstep: Class 3 contains 38141 members 
Mstep: Class 6 contains 7791 members 
Mstep: Class 7 contains 18814 members 
Mstep: Class 8 contains 89567 members 
Mstep: Class 9 contains 5302 members 
Mstep: Class 11 contains 150404 members 
Mstep: Class 12 contains 3504 members 
Mstep: Class 13 contains 227114 members 
Mstep: Class 15 contains 1338 members 
Mstep: Class 16 contains 2827 members 
Mstep: Class 18 contains 2735 members 
Mstep: Class 19 contains 60004 members 
Mstep: Class 20 contains 163810 members 
Mstep: Class 21 contains 2646 members 
Mstep: Class 22 contains 10211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104694280.000000 Penalty: 57597.640625
Iteration 36Q: 18 clusters Score -1.046943e+08 nChanged 8315
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 50096 members 
Mstep: Class 3 contains 38525 members 
Mstep: Class 6 contains 8016 members 
Mstep: Class 7 contains 19079 members 
Mstep: Class 8 contains 89213 members 
Mstep: Class 9 contains 5294 members 
Mstep: Class 11 contains 151462 members 
Mstep: Class 12 contains 3514 members 
Mstep: Class 13 contains 224534 members 
Mstep: Class 15 contains 1338 members 
Mstep: Class 16 contains 2828 members 
Mstep: Class 18 contains 2637 members 
Mstep: Class 19 contains 60158 members 
Mstep: Class 20 contains 165115 members 
Mstep: Class 21 contains 2646 members 
Mstep: Class 22 contains 9862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104694384.000000 Penalty: 57597.640625
Iteration 37Q: 18 clusters Score -1.046944e+08 nChanged 8298
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 50120 members 
Mstep: Class 3 contains 38881 members 
Mstep: Class 6 contains 8226 members 
Mstep: Class 7 contains 19334 members 
Mstep: Class 8 contains 88922 members 
Mstep: Class 9 contains 5286 members 
Mstep: Class 11 contains 152353 members 
Mstep: Class 12 contains 3546 members 
Mstep: Class 13 contains 221613 members 
Mstep: Class 15 contains 1338 members 
Mstep: Class 16 contains 2861 members 
Mstep: Class 18 contains 2554 members 
Mstep: Class 19 contains 60263 members 
Mstep: Class 20 contains 166867 members 
Mstep: Class 21 contains 2644 members 
Mstep: Class 22 contains 9521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104695056.000000 Penalty: 57597.640625
Iteration 38Q: 18 clusters Score -1.046951e+08 nChanged 8176
Entering ConstructFrom: 
Score: -104695056.000000 Penalty: 57597.640625
Entering ConstructFrom: 
Trying to split cluster 1 (23057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Entering Unmasked Estep 
Score: -2761495.250000 Penalty: 2491.339844
	Iteration 0F: 2 clusters Score -2761495 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -2745573.500000 Penalty: 4982.679688
	Iteration 0F: 3 clusters Score -2745574 nChanged 10210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -2751262.000000 Penalty: 4982.679688
	Iteration 1F: 3 clusters Score -2751262 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 12020 members 
Entering Unmasked Estep 
Score: -2751971.250000 Penalty: 4982.679688
	Iteration 2F: 3 clusters Score -2751971 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -2752725.000000 Penalty: 4982.679688
	Iteration 3F: 3 clusters Score -2752725 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -2753641.250000 Penalty: 4982.679688
	Iteration 4F: 3 clusters Score -2753641 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -2754706.500000 Penalty: 4982.679688
	Iteration 5F: 3 clusters Score -2754706 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -2755890.250000 Penalty: 4982.679688
	Iteration 6F: 3 clusters Score -2755890 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -2756996.500000 Penalty: 4982.679688
	Iteration 7F: 3 clusters Score -2756996 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -2757903.250000 Penalty: 4982.679688
	Iteration 8F: 3 clusters Score -2757903 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -2758615.000000 Penalty: 4982.679688
	Iteration 9Q: 3 clusters Score -2758615 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -2759184.000000 Penalty: 4982.679688
	Iteration 10Q: 3 clusters Score -2759184 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -2759616.000000 Penalty: 4982.679688
	Iteration 11Q: 3 clusters Score -2759616 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 18885 members 
Entering Unmasked Estep 
Score: -2759970.000000 Penalty: 4982.679688
	Iteration 12Q: 3 clusters Score -2759970 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -2760265.000000 Penalty: 4982.679688
	Iteration 13Q: 3 clusters Score -2760265 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -2760465.250000 Penalty: 4982.679688
	Iteration 14Q: 3 clusters Score -2760465 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -2760643.000000 Penalty: 4982.679688
	Iteration 15Q: 3 clusters Score -2760643 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -2760743.500000 Penalty: 4982.679688
	Iteration 16Q: 3 clusters Score -2760744 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -2760809.750000 Penalty: 4982.679688
	Iteration 17Q: 3 clusters Score -2760810 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -2760853.000000 Penalty: 4982.679688
	Iteration 18Q: 3 clusters Score -2760853 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -2760879.500000 Penalty: 4982.679688
	Iteration 19Q: 3 clusters Score -2760880 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -2760901.750000 Penalty: 4982.679688
	Iteration 20F: 3 clusters Score -2760902 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -2760912.750000 Penalty: 4982.679688
	Iteration 21Q: 3 clusters Score -2760913 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -2760929.750000 Penalty: 4982.679688
	Iteration 22Q: 3 clusters Score -2760930 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -2760943.500000 Penalty: 4982.679688
	Iteration 23Q: 3 clusters Score -2760944 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -2760954.250000 Penalty: 4982.679688
	Iteration 24Q: 3 clusters Score -2760954 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -2760959.000000 Penalty: 4982.679688
	Iteration 25Q: 3 clusters Score -2760959 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -2760959.500000 Penalty: 4982.679688
	Iteration 26Q: 3 clusters Score -2760960 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -2760970.250000 Penalty: 4982.679688
	Iteration 27Q: 3 clusters Score -2760970 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -2760968.500000 Penalty: 4982.679688
	Iteration 28Q: 3 clusters Score -2760968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -2760968.750000 Penalty: 4982.679688
	Iteration 29Q: 3 clusters Score -2760969 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -2760976.000000 Penalty: 4982.679688
	Iteration 30Q: 3 clusters Score -2760976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -2760973.750000 Penalty: 4982.679688
	Iteration 31Q: 3 clusters Score -2760974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 20916 members 
Entering Unmasked Estep 
Score: -2760971.500000 Penalty: 4982.679688
	Iteration 32Q: 3 clusters Score -2760972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -2760976.000000 Penalty: 4982.679688
	Iteration 33Q: 3 clusters Score -2760976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -2760979.000000 Penalty: 4982.679688
	Iteration 34Q: 3 clusters Score -2760979 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -2760976.000000 Penalty: 4982.679688
	Iteration 35Q: 3 clusters Score -2760976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -2760978.000000 Penalty: 4982.679688
	Iteration 36Q: 3 clusters Score -2760978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -2760977.750000 Penalty: 4982.679688
	Iteration 37Q: 3 clusters Score -2760978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -2760978.000000 Penalty: 4982.679688
	Iteration 38Q: 3 clusters Score -2760978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -2760978.000000 Penalty: 4982.679688
	Iteration 39F: 3 clusters Score -2760978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (50131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50131 members 
Entering Unmasked Estep 
Score: -6280589.000000 Penalty: 2683.954102
	Iteration 0F: 2 clusters Score -6280589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25029 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -6246652.000000 Penalty: 5367.908203
	Iteration 0F: 3 clusters Score -6246652 nChanged 23213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -6259547.000000 Penalty: 5367.908203
	Iteration 1F: 3 clusters Score -6259547 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -6260053.000000 Penalty: 5367.908203
	Iteration 2Q: 3 clusters Score -6260053 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -6260447.000000 Penalty: 5367.908203
	Iteration 3Q: 3 clusters Score -6260447 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -6260867.000000 Penalty: 5367.908203
	Iteration 4Q: 3 clusters Score -6260867 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 28121 members 
Entering Unmasked Estep 
Score: -6261399.500000 Penalty: 5367.908203
	Iteration 5Q: 3 clusters Score -6261400 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -6262106.000000 Penalty: 5367.908203
	Iteration 6Q: 3 clusters Score -6262106 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 31658 members 
Entering Unmasked Estep 
Score: -6263214.000000 Penalty: 5367.908203
	Iteration 7Q: 3 clusters Score -6263214 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 34451 members 
Entering Unmasked Estep 
Score: -6265114.000000 Penalty: 5367.908203
	Iteration 8F: 3 clusters Score -6265114 nChanged 3693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 37998 members 
Entering Unmasked Estep 
Score: -6267995.500000 Penalty: 5367.908203
	Iteration 9F: 3 clusters Score -6267996 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 41718 members 
Entering Unmasked Estep 
Score: -6271467.000000 Penalty: 5367.908203
	Iteration 10F: 3 clusters Score -6271467 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 44736 members 
Entering Unmasked Estep 
Score: -6274497.500000 Penalty: 5367.908203
	Iteration 11F: 3 clusters Score -6274498 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 46602 members 
Entering Unmasked Estep 
Score: -6276566.000000 Penalty: 5367.908203
	Iteration 12Q: 3 clusters Score -6276566 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 47452 members 
Entering Unmasked Estep 
Score: -6278187.000000 Penalty: 5367.908203
	Iteration 13Q: 3 clusters Score -6278187 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 47564 members 
Entering Unmasked Estep 
Score: -6279490.000000 Penalty: 5367.908203
	Iteration 14Q: 3 clusters Score -6279490 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 47311 members 
Entering Unmasked Estep 
Score: -6280205.500000 Penalty: 5367.908203
	Iteration 15Q: 3 clusters Score -6280206 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 46973 members 
Entering Unmasked Estep 
Score: -6280646.500000 Penalty: 5367.908203
	Iteration 16Q: 3 clusters Score -6280646 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 46598 members 
Entering Unmasked Estep 
Score: -6281113.000000 Penalty: 5367.908203
	Iteration 17Q: 3 clusters Score -6281113 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 46168 members 
Entering Unmasked Estep 
Score: -6281543.000000 Penalty: 5367.908203
	Iteration 18Q: 3 clusters Score -6281543 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 45736 members 
Entering Unmasked Estep 
Score: -6281924.000000 Penalty: 5367.908203
	Iteration 19Q: 3 clusters Score -6281924 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 45327 members 
Entering Unmasked Estep 
Score: -6282262.000000 Penalty: 5367.908203
	Iteration 20F: 3 clusters Score -6282262 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 44918 members 
Entering Unmasked Estep 
Score: -6282584.500000 Penalty: 5367.908203
	Iteration 21Q: 3 clusters Score -6282584 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 44541 members 
Entering Unmasked Estep 
Score: -6282830.000000 Penalty: 5367.908203
	Iteration 22Q: 3 clusters Score -6282830 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 44233 members 
Entering Unmasked Estep 
Score: -6283026.500000 Penalty: 5367.908203
	Iteration 23Q: 3 clusters Score -6283026 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 43944 members 
Entering Unmasked Estep 
Score: -6283127.500000 Penalty: 5367.908203
	Iteration 24Q: 3 clusters Score -6283128 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 43680 members 
Entering Unmasked Estep 
Score: -6283248.000000 Penalty: 5367.908203
	Iteration 25Q: 3 clusters Score -6283248 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 43428 members 
Entering Unmasked Estep 
Score: -6283332.500000 Penalty: 5367.908203
	Iteration 26Q: 3 clusters Score -6283332 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
Score: -6283405.000000 Penalty: 5367.908203
	Iteration 27Q: 3 clusters Score -6283405 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 43013 members 
Entering Unmasked Estep 
Score: -6283451.500000 Penalty: 5367.908203
	Iteration 28Q: 3 clusters Score -6283452 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 42860 members 
Entering Unmasked Estep 
Score: -6283497.500000 Penalty: 5367.908203
	Iteration 29Q: 3 clusters Score -6283498 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 42715 members 
Entering Unmasked Estep 
Score: -6283552.000000 Penalty: 5367.908203
	Iteration 30Q: 3 clusters Score -6283552 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 42598 members 
Entering Unmasked Estep 
Score: -6283581.000000 Penalty: 5367.908203
	Iteration 31Q: 3 clusters Score -6283581 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 42501 members 
Entering Unmasked Estep 
Score: -6283595.500000 Penalty: 5367.908203
	Iteration 32Q: 3 clusters Score -6283596 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -6283613.000000 Penalty: 5367.908203
	Iteration 33Q: 3 clusters Score -6283613 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 42323 members 
Entering Unmasked Estep 
Score: -6283621.500000 Penalty: 5367.908203
	Iteration 34Q: 3 clusters Score -6283622 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 42242 members 
Entering Unmasked Estep 
Score: -6283655.000000 Penalty: 5367.908203
	Iteration 35Q: 3 clusters Score -6283655 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 42174 members 
Entering Unmasked Estep 
Score: -6283657.000000 Penalty: 5367.908203
	Iteration 36Q: 3 clusters Score -6283657 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 42107 members 
Entering Unmasked Estep 
Score: -6283679.000000 Penalty: 5367.908203
	Iteration 37Q: 3 clusters Score -6283679 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 42058 members 
Entering Unmasked Estep 
Score: -6283680.500000 Penalty: 5367.908203
	Iteration 38Q: 3 clusters Score -6283680 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 42015 members 
Entering Unmasked Estep 
Score: -6283677.000000 Penalty: 5367.908203
	Iteration 39Q: 3 clusters Score -6283677 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 41987 members 
Entering Unmasked Estep 
Score: -6283707.000000 Penalty: 5367.908203
	Iteration 40F: 3 clusters Score -6283707 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 41939 members 
Entering Unmasked Estep 
Score: -6283710.500000 Penalty: 5367.908203
	Iteration 41Q: 3 clusters Score -6283710 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 41864 members 
Entering Unmasked Estep 
Score: -6283729.000000 Penalty: 5367.908203
	Iteration 42Q: 3 clusters Score -6283729 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 41799 members 
Entering Unmasked Estep 
Score: -6283738.000000 Penalty: 5367.908203
	Iteration 43Q: 3 clusters Score -6283738 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 41741 members 
Entering Unmasked Estep 
Score: -6283731.000000 Penalty: 5367.908203
	Iteration 44Q: 3 clusters Score -6283731 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 41705 members 
Entering Unmasked Estep 
Score: -6283717.000000 Penalty: 5367.908203
	Iteration 45Q: 3 clusters Score -6283717 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 41670 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6283710 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -6283723.500000 Penalty: 5367.908203
	Iteration 47Q: 3 clusters Score -6283724 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 41590 members 
Entering Unmasked Estep 
Score: -6283730.500000 Penalty: 5367.908203
	Iteration 48Q: 3 clusters Score -6283730 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 41561 members 
Entering Unmasked Estep 
Score: -6283735.000000 Penalty: 5367.908203
	Iteration 49Q: 3 clusters Score -6283735 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 41532 members 
Entering Unmasked Estep 
Score: -6283736.500000 Penalty: 5367.908203
	Iteration 50Q: 3 clusters Score -6283736 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 41508 members 
Entering Unmasked Estep 
Score: -6283727.000000 Penalty: 5367.908203
	Iteration 51Q: 3 clusters Score -6283727 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 41483 members 
Entering Unmasked Estep 
Score: -6283736.000000 Penalty: 5367.908203
	Iteration 52Q: 3 clusters Score -6283736 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 41452 members 
Entering Unmasked Estep 
Score: -6283741.500000 Penalty: 5367.908203
	Iteration 53Q: 3 clusters Score -6283742 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 41419 members 
Entering Unmasked Estep 
Score: -6283738.500000 Penalty: 5367.908203
	Iteration 54Q: 3 clusters Score -6283738 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 41387 members 
Entering Unmasked Estep 
Score: -6283747.500000 Penalty: 5367.908203
	Iteration 55Q: 3 clusters Score -6283748 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 41362 members 
Entering Unmasked Estep 
Score: -6283745.500000 Penalty: 5367.908203
	Iteration 56Q: 3 clusters Score -6283746 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 41342 members 
Entering Unmasked Estep 
Score: -6283746.500000 Penalty: 5367.908203
	Iteration 57Q: 3 clusters Score -6283746 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 41312 members 
Entering Unmasked Estep 
Score: -6283741.500000 Penalty: 5367.908203
	Iteration 58Q: 3 clusters Score -6283742 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 41281 members 
Entering Unmasked Estep 
Score: -6283758.000000 Penalty: 5367.908203
	Iteration 59Q: 3 clusters Score -6283758 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 41260 members 
Entering Unmasked Estep 
Score: -6283752.500000 Penalty: 5367.908203
	Iteration 60F: 3 clusters Score -6283752 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 41237 members 
Entering Unmasked Estep 
Score: -6283752.500000 Penalty: 5367.908203
	Iteration 61Q: 3 clusters Score -6283752 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 41209 members 
Entering Unmasked Estep 
Score: -6283748.000000 Penalty: 5367.908203
	Iteration 62Q: 3 clusters Score -6283748 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 41178 members 
Entering Unmasked Estep 
Score: -6283751.000000 Penalty: 5367.908203
	Iteration 63Q: 3 clusters Score -6283751 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 41150 members 
Entering Unmasked Estep 
Score: -6283768.000000 Penalty: 5367.908203
	Iteration 64Q: 3 clusters Score -6283768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 41131 members 
Entering Unmasked Estep 
Score: -6283765.500000 Penalty: 5367.908203
	Iteration 65Q: 3 clusters Score -6283766 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 41108 members 
Entering Unmasked Estep 
Score: -6283760.000000 Penalty: 5367.908203
	Iteration 66Q: 3 clusters Score -6283760 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 41079 members 
Entering Unmasked Estep 
Score: -6283765.500000 Penalty: 5367.908203
	Iteration 67Q: 3 clusters Score -6283766 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 41056 members 
Entering Unmasked Estep 
Score: -6283770.500000 Penalty: 5367.908203
	Iteration 68Q: 3 clusters Score -6283770 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 41036 members 
Entering Unmasked Estep 
Score: -6283768.000000 Penalty: 5367.908203
	Iteration 69Q: 3 clusters Score -6283768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 41021 members 
Entering Unmasked Estep 
Score: -6283764.000000 Penalty: 5367.908203
	Iteration 70Q: 3 clusters Score -6283764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 41004 members 
Entering Unmasked Estep 
Score: -6283774.000000 Penalty: 5367.908203
	Iteration 71Q: 3 clusters Score -6283774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 40992 members 
Entering Unmasked Estep 
Score: -6283773.500000 Penalty: 5367.908203
	Iteration 72Q: 3 clusters Score -6283774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 40974 members 
Entering Unmasked Estep 
Score: -6283777.000000 Penalty: 5367.908203
	Iteration 73Q: 3 clusters Score -6283777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 40965 members 
Entering Unmasked Estep 
Score: -6283782.500000 Penalty: 5367.908203
	Iteration 74Q: 3 clusters Score -6283782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 40961 members 
Entering Unmasked Estep 
Score: -6283777.500000 Penalty: 5367.908203
	Iteration 75Q: 3 clusters Score -6283778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 40958 members 
Entering Unmasked Estep 
Score: -6283776.000000 Penalty: 5367.908203
	Iteration 76Q: 3 clusters Score -6283776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 40953 members 
Entering Unmasked Estep 
Score: -6283784.000000 Penalty: 5367.908203
	Iteration 77Q: 3 clusters Score -6283784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 40942 members 
Entering Unmasked Estep 
Score: -6283791.500000 Penalty: 5367.908203
	Iteration 78Q: 3 clusters Score -6283792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 40935 members 
Entering Unmasked Estep 
Score: -6283789.500000 Penalty: 5367.908203
	Iteration 79Q: 3 clusters Score -6283790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 40927 members 
Entering Unmasked Estep 
Score: -6283788.500000 Penalty: 5367.908203
	Iteration 80F: 3 clusters Score -6283788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 40917 members 
Entering Unmasked Estep 
Score: -6283782.500000 Penalty: 5367.908203
	Iteration 81Q: 3 clusters Score -6283782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -6283784.500000 Penalty: 5367.908203
	Iteration 82Q: 3 clusters Score -6283784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 40893 members 
Entering Unmasked Estep 
Score: -6283790.000000 Penalty: 5367.908203
	Iteration 83Q: 3 clusters Score -6283790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 40872 members 
Entering Unmasked Estep 
Score: -6283792.500000 Penalty: 5367.908203
	Iteration 84Q: 3 clusters Score -6283792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 40850 members 
Entering Unmasked Estep 
Score: -6283780.000000 Penalty: 5367.908203
	Iteration 85Q: 3 clusters Score -6283780 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 40825 members 
Entering Unmasked Estep 
Score: -6283782.500000 Penalty: 5367.908203
	Iteration 86Q: 3 clusters Score -6283782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 40806 members 
Entering Unmasked Estep 
Score: -6283776.000000 Penalty: 5367.908203
	Iteration 87Q: 3 clusters Score -6283776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 40791 members 
Entering Unmasked Estep 
Score: -6283776.000000 Penalty: 5367.908203
	Iteration 88Q: 3 clusters Score -6283776 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 40783 members 
Entering Unmasked Estep 
Score: -6283774.000000 Penalty: 5367.908203
	Iteration 89Q: 3 clusters Score -6283774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 40775 members 
Entering Unmasked Estep 
Score: -6283773.000000 Penalty: 5367.908203
	Iteration 90Q: 3 clusters Score -6283773 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 40769 members 
Entering Unmasked Estep 
Score: -6283778.000000 Penalty: 5367.908203
	Iteration 91Q: 3 clusters Score -6283778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 40762 members 
Entering Unmasked Estep 
Score: -6283777.500000 Penalty: 5367.908203
	Iteration 92Q: 3 clusters Score -6283778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 40756 members 
Entering Unmasked Estep 
Score: -6283779.500000 Penalty: 5367.908203
	Iteration 93Q: 3 clusters Score -6283780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 40753 members 
Entering Unmasked Estep 
Score: -6283781.500000 Penalty: 5367.908203
	Iteration 94Q: 3 clusters Score -6283782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 40749 members 
Entering Unmasked Estep 
Score: -6283778.500000 Penalty: 5367.908203
	Iteration 95Q: 3 clusters Score -6283778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 40747 members 
Entering Unmasked Estep 
Score: -6283780.500000 Penalty: 5367.908203
	Iteration 96Q: 3 clusters Score -6283780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 40745 members 
Entering Unmasked Estep 
Score: -6283784.000000 Penalty: 5367.908203
	Iteration 97Q: 3 clusters Score -6283784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 40743 members 
Entering Unmasked Estep 
Score: -6283785.000000 Penalty: 5367.908203
	Iteration 98Q: 3 clusters Score -6283785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 40741 members 
Entering Unmasked Estep 
Score: -6283786.000000 Penalty: 5367.908203
	Iteration 99Q: 3 clusters Score -6283786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 40737 members 
Entering Unmasked Estep 
Score: -6283779.500000 Penalty: 5367.908203
	Iteration 100F: 3 clusters Score -6283780 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 40733 members 
Entering Unmasked Estep 
Score: -6283777.000000 Penalty: 5367.908203
	Iteration 101Q: 3 clusters Score -6283777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 40729 members 
Entering Unmasked Estep 
Score: -6283780.500000 Penalty: 5367.908203
	Iteration 102Q: 3 clusters Score -6283780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 40726 members 
Entering Unmasked Estep 
Score: -6283786.000000 Penalty: 5367.908203
	Iteration 103Q: 3 clusters Score -6283786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 40723 members 
Entering Unmasked Estep 
Score: -6283784.000000 Penalty: 5367.908203
	Iteration 104Q: 3 clusters Score -6283784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 40721 members 
Entering Unmasked Estep 
Score: -6283783.500000 Penalty: 5367.908203
	Iteration 105Q: 3 clusters Score -6283784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -6283779.500000 Penalty: 5367.908203
	Iteration 106Q: 3 clusters Score -6283780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 40715 members 
Entering Unmasked Estep 
Score: -6283790.000000 Penalty: 5367.908203
	Iteration 107Q: 3 clusters Score -6283790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 40712 members 
Entering Unmasked Estep 
Score: -6283786.500000 Penalty: 5367.908203
	Iteration 108Q: 3 clusters Score -6283786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 40711 members 
Entering Unmasked Estep 
Score: -6283788.500000 Penalty: 5367.908203
	Iteration 109Q: 3 clusters Score -6283788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 40710 members 
Entering Unmasked Estep 
Score: -6283784.000000 Penalty: 5367.908203
	Iteration 110Q: 3 clusters Score -6283784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 40708 members 
Entering Unmasked Estep 
Score: -6283786.500000 Penalty: 5367.908203
	Iteration 111Q: 3 clusters Score -6283786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
Score: -6283790.000000 Penalty: 5367.908203
	Iteration 112Q: 3 clusters Score -6283790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 40703 members 
Entering Unmasked Estep 
Score: -6283789.000000 Penalty: 5367.908203
	Iteration 113Q: 3 clusters Score -6283789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 40700 members 
Entering Unmasked Estep 
Score: -6283783.500000 Penalty: 5367.908203
	Iteration 114Q: 3 clusters Score -6283784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 40698 members 
Entering Unmasked Estep 
Score: -6283785.000000 Penalty: 5367.908203
	Iteration 115Q: 3 clusters Score -6283785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 40698 members 
Entering Unmasked Estep 
Score: -6283785.000000 Penalty: 5367.908203
	Iteration 116F: 3 clusters Score -6283785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 9433 members 
Mstep: Class 3 contains 39183 members 
Mstep: Class 4 contains 40698 members 
Mstep: Class 6 contains 8441 members 
Mstep: Class 7 contains 19576 members 
Mstep: Class 8 contains 88666 members 
Mstep: Class 9 contains 5282 members 
Mstep: Class 11 contains 153239 members 
Mstep: Class 12 contains 3565 members 
Mstep: Class 13 contains 218542 members 
Mstep: Class 15 contains 1338 members 
Mstep: Class 16 contains 2903 members 
Mstep: Class 18 contains 2485 members 
Mstep: Class 19 contains 60275 members 
Mstep: Class 20 contains 168826 members 
Mstep: Class 21 contains 2643 members 
Mstep: Class 22 contains 9248 members 
Entering Unmasked Estep 
Score: -104698072.000000 Penalty: 60985.734375
Splitting cluster 2 changes total score from -104695056.000000 to -104698072.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 3 (39183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39183 members 
Entering Unmasked Estep 
Score: -4927342.000000 Penalty: 2622.847656
	Iteration 0F: 2 clusters Score -4927342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 19716 members 
Entering Unmasked Estep 
Score: -4900650.500000 Penalty: 5245.695312
	Iteration 0F: 3 clusters Score -4900650 nChanged 18002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -4910611.500000 Penalty: 5245.695312
	Iteration 1F: 3 clusters Score -4910612 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -4911103.000000 Penalty: 5245.695312
	Iteration 2Q: 3 clusters Score -4911103 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -4911608.000000 Penalty: 5245.695312
	Iteration 3Q: 3 clusters Score -4911608 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 22890 members 
Entering Unmasked Estep 
Score: -4912252.500000 Penalty: 5245.695312
	Iteration 4Q: 3 clusters Score -4912252 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -4913078.000000 Penalty: 5245.695312
	Iteration 5Q: 3 clusters Score -4913078 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -4914196.000000 Penalty: 5245.695312
	Iteration 6F: 3 clusters Score -4914196 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 28450 members 
Entering Unmasked Estep 
Score: -4915920.000000 Penalty: 5245.695312
	Iteration 7F: 3 clusters Score -4915920 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 31228 members 
Entering Unmasked Estep 
Score: -4918319.500000 Penalty: 5245.695312
	Iteration 8F: 3 clusters Score -4918320 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 33907 members 
Entering Unmasked Estep 
Score: -4920792.000000 Penalty: 5245.695312
	Iteration 9F: 3 clusters Score -4920792 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -4922684.000000 Penalty: 5245.695312
	Iteration 10F: 3 clusters Score -4922684 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -4923791.000000 Penalty: 5245.695312
	Iteration 11Q: 3 clusters Score -4923791 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 37832 members 
Entering Unmasked Estep 
Score: -4924378.000000 Penalty: 5245.695312
	Iteration 12Q: 3 clusters Score -4924378 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -4924659.500000 Penalty: 5245.695312
	Iteration 13Q: 3 clusters Score -4924660 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 38375 members 
Entering Unmasked Estep 
Score: -4924816.000000 Penalty: 5245.695312
	Iteration 14Q: 3 clusters Score -4924816 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 38470 members 
Entering Unmasked Estep 
Score: -4924893.500000 Penalty: 5245.695312
	Iteration 15Q: 3 clusters Score -4924894 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 38534 members 
Entering Unmasked Estep 
Score: -4924951.000000 Penalty: 5245.695312
	Iteration 16Q: 3 clusters Score -4924951 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 38585 members 
Entering Unmasked Estep 
Score: -4925002.000000 Penalty: 5245.695312
	Iteration 17Q: 3 clusters Score -4925002 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 38619 members 
Entering Unmasked Estep 
Score: -4925031.000000 Penalty: 5245.695312
	Iteration 18Q: 3 clusters Score -4925031 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 38648 members 
Entering Unmasked Estep 
Score: -4925063.000000 Penalty: 5245.695312
	Iteration 19Q: 3 clusters Score -4925063 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -4925093.000000 Penalty: 5245.695312
	Iteration 20F: 3 clusters Score -4925093 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 38688 members 
Entering Unmasked Estep 
Score: -4925104.000000 Penalty: 5245.695312
	Iteration 21Q: 3 clusters Score -4925104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -4925107.000000 Penalty: 5245.695312
	Iteration 22Q: 3 clusters Score -4925107 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 38710 members 
Entering Unmasked Estep 
Score: -4925119.000000 Penalty: 5245.695312
	Iteration 23Q: 3 clusters Score -4925119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 38721 members 
Entering Unmasked Estep 
Score: -4925120.000000 Penalty: 5245.695312
	Iteration 24Q: 3 clusters Score -4925120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 38731 members 
Entering Unmasked Estep 
Score: -4925122.500000 Penalty: 5245.695312
	Iteration 25Q: 3 clusters Score -4925122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 38732 members 
Entering Unmasked Estep 
Score: -4925131.500000 Penalty: 5245.695312
	Iteration 26Q: 3 clusters Score -4925132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -4925136.500000 Penalty: 5245.695312
	Iteration 27Q: 3 clusters Score -4925136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 38731 members 
Entering Unmasked Estep 
Score: -4925130.000000 Penalty: 5245.695312
	Iteration 28Q: 3 clusters Score -4925130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 38731 members 
Entering Unmasked Estep 
Score: -4925136.000000 Penalty: 5245.695312
	Iteration 29Q: 3 clusters Score -4925136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 38733 members 
Entering Unmasked Estep 
Score: -4925139.500000 Penalty: 5245.695312
	Iteration 30Q: 3 clusters Score -4925140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 38733 members 
Entering Unmasked Estep 
Score: -4925139.500000 Penalty: 5245.695312
	Iteration 31F: 3 clusters Score -4925140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (8441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Entering Unmasked Estep 
Score: -1066690.250000 Penalty: 2242.132324
	Iteration 0F: 2 clusters Score -1066690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1060090.250000 Penalty: 4484.264648
	Iteration 0F: 3 clusters Score -1060090 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1061910.875000 Penalty: 4484.264648
	Iteration 1F: 3 clusters Score -1061911 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1062322.625000 Penalty: 4484.264648
	Iteration 2F: 3 clusters Score -1062323 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1062822.500000 Penalty: 4484.264648
	Iteration 3F: 3 clusters Score -1062822 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1063374.375000 Penalty: 4484.264648
	Iteration 4F: 3 clusters Score -1063374 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1063893.250000 Penalty: 4484.264648
	Iteration 5F: 3 clusters Score -1063893 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1064321.250000 Penalty: 4484.264648
	Iteration 6F: 3 clusters Score -1064321 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1064667.125000 Penalty: 4484.264648
	Iteration 7F: 3 clusters Score -1064667 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1064943.375000 Penalty: 4484.264648
	Iteration 8Q: 3 clusters Score -1064943 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -1065095.875000 Penalty: 4484.264648
	Iteration 9Q: 3 clusters Score -1065096 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1065207.375000 Penalty: 4484.264648
	Iteration 10Q: 3 clusters Score -1065207 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1065274.625000 Penalty: 4484.264648
	Iteration 11Q: 3 clusters Score -1065275 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1065332.375000 Penalty: 4484.264648
	Iteration 12Q: 3 clusters Score -1065332 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1065363.000000 Penalty: 4484.264648
	Iteration 13Q: 3 clusters Score -1065363 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1065392.750000 Penalty: 4484.264648
	Iteration 14Q: 3 clusters Score -1065393 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1065419.500000 Penalty: 4484.264648
	Iteration 15Q: 3 clusters Score -1065420 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -1065444.875000 Penalty: 4484.264648
	Iteration 16Q: 3 clusters Score -1065445 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1065471.000000 Penalty: 4484.264648
	Iteration 17Q: 3 clusters Score -1065471 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -1065483.875000 Penalty: 4484.264648
	Iteration 18Q: 3 clusters Score -1065484 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1065495.625000 Penalty: 4484.264648
	Iteration 19Q: 3 clusters Score -1065496 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1065499.625000 Penalty: 4484.264648
	Iteration 20F: 3 clusters Score -1065500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1065505.750000 Penalty: 4484.264648
	Iteration 21Q: 3 clusters Score -1065506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1065508.625000 Penalty: 4484.264648
	Iteration 22Q: 3 clusters Score -1065509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1065511.500000 Penalty: 4484.264648
	Iteration 23Q: 3 clusters Score -1065512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1065510.625000 Penalty: 4484.264648
	Iteration 24Q: 3 clusters Score -1065511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1065510.375000 Penalty: 4484.264648
	Iteration 25Q: 3 clusters Score -1065510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1065512.750000 Penalty: 4484.264648
	Iteration 26Q: 3 clusters Score -1065513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1065512.625000 Penalty: 4484.264648
	Iteration 27Q: 3 clusters Score -1065513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1065514.000000 Penalty: 4484.264648
	Iteration 28Q: 3 clusters Score -1065514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1065514.750000 Penalty: 4484.264648
	Iteration 29Q: 3 clusters Score -1065515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1065518.000000 Penalty: 4484.264648
	Iteration 30Q: 3 clusters Score -1065518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1065520.250000 Penalty: 4484.264648
	Iteration 31Q: 3 clusters Score -1065520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1065519.000000 Penalty: 4484.264648
	Iteration 32Q: 3 clusters Score -1065519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1065518.125000 Penalty: 4484.264648
	Iteration 33Q: 3 clusters Score -1065518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1065518.125000 Penalty: 4484.264648
	Iteration 34F: 3 clusters Score -1065518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Entering Unmasked Estep 
Score: -2509638.500000 Penalty: 2450.750977
	Iteration 0F: 2 clusters Score -2509638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -2495749.750000 Penalty: 4901.501953
	Iteration 0F: 3 clusters Score -2495750 nChanged 8614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -2500305.250000 Penalty: 4901.501953
	Iteration 1F: 3 clusters Score -2500305 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -2500656.000000 Penalty: 4901.501953
	Iteration 2Q: 3 clusters Score -2500656 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -2500917.500000 Penalty: 4901.501953
	Iteration 3Q: 3 clusters Score -2500918 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -2501152.000000 Penalty: 4901.501953
	Iteration 4Q: 3 clusters Score -2501152 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -2501360.000000 Penalty: 4901.501953
	Iteration 5Q: 3 clusters Score -2501360 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -2501570.000000 Penalty: 4901.501953
	Iteration 6Q: 3 clusters Score -2501570 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -2501804.750000 Penalty: 4901.501953
	Iteration 7Q: 3 clusters Score -2501805 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -2502086.000000 Penalty: 4901.501953
	Iteration 8Q: 3 clusters Score -2502086 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -2502436.250000 Penalty: 4901.501953
	Iteration 9Q: 3 clusters Score -2502436 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -2502926.750000 Penalty: 4901.501953
	Iteration 10Q: 3 clusters Score -2502927 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -2503548.500000 Penalty: 4901.501953
	Iteration 11Q: 3 clusters Score -2503548 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -2504149.500000 Penalty: 4901.501953
	Iteration 12Q: 3 clusters Score -2504150 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -2504713.500000 Penalty: 4901.501953
	Iteration 13Q: 3 clusters Score -2504714 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -2505103.000000 Penalty: 4901.501953
	Iteration 14Q: 3 clusters Score -2505103 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -2505359.750000 Penalty: 4901.501953
	Iteration 15Q: 3 clusters Score -2505360 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -2505489.250000 Penalty: 4901.501953
	Iteration 16Q: 3 clusters Score -2505489 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -2505570.500000 Penalty: 4901.501953
	Iteration 17Q: 3 clusters Score -2505570 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -2505628.750000 Penalty: 4901.501953
	Iteration 18Q: 3 clusters Score -2505629 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -2505663.500000 Penalty: 4901.501953
	Iteration 19Q: 3 clusters Score -2505664 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -2505688.500000 Penalty: 4901.501953
	Iteration 20F: 3 clusters Score -2505688 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -2505694.750000 Penalty: 4901.501953
	Iteration 21Q: 3 clusters Score -2505695 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -2505712.250000 Penalty: 4901.501953
	Iteration 22Q: 3 clusters Score -2505712 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -2505722.000000 Penalty: 4901.501953
	Iteration 23Q: 3 clusters Score -2505722 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -2505744.500000 Penalty: 4901.501953
	Iteration 24Q: 3 clusters Score -2505744 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 6427 members 
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Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -2505867 nChanged 69
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Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 5817 members 
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 13955 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -2505954 nChanged 76
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Entering Unmasked Estep 
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Mstep: Class 1 contains 14097 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 14173 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 5326 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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	Iteration 109Q: 3 clusters Score -2507458 nChanged 4
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	Iteration 111Q: 3 clusters Score -2507453 nChanged 7
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	Iteration 112Q: 3 clusters Score -2507459 nChanged 3
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	Iteration 113Q: 3 clusters Score -2507462 nChanged 5
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	Iteration 114Q: 3 clusters Score -2507465 nChanged 6
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Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -2507470 nChanged 6
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	Iteration 116Q: 3 clusters Score -2507468 nChanged 6
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	Iteration 117Q: 3 clusters Score -2507472 nChanged 4
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	Iteration 118Q: 3 clusters Score -2507470 nChanged 3
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Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2507473.000000 Penalty: 4901.501953
	Iteration 119Q: 3 clusters Score -2507473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -2507476.250000 Penalty: 4901.501953
	Iteration 120F: 3 clusters Score -2507476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2507476.500000 Penalty: 4901.501953
	Iteration 121Q: 3 clusters Score -2507476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2507477.250000 Penalty: 4901.501953
	Iteration 122Q: 3 clusters Score -2507477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2507477.250000 Penalty: 4901.501953
	Iteration 123F: 3 clusters Score -2507477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (88666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88666 members 
Entering Unmasked Estep 
Score: -11062120.000000 Penalty: 2825.372559
	Iteration 0F: 2 clusters Score -1.106212e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44231 members 
Mstep: Class 2 contains 44435 members 
Entering Unmasked Estep 
Score: -11003047.000000 Penalty: 5650.745117
	Iteration 0F: 3 clusters Score -1.100305e+07 nChanged 41696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43313 members 
Mstep: Class 2 contains 45353 members 
Entering Unmasked Estep 
Score: -11026706.000000 Penalty: 5650.745117
	Iteration 1F: 3 clusters Score -1.102671e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 45797 members 
Entering Unmasked Estep 
Score: -11028979.000000 Penalty: 5650.745117
	Iteration 2Q: 3 clusters Score -1.102898e+07 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42771 members 
Mstep: Class 2 contains 45895 members 
Entering Unmasked Estep 
Score: -11033086.000000 Penalty: 5650.745117
	Iteration 3F: 3 clusters Score -1.103309e+07 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44064 members 
Mstep: Class 2 contains 44602 members 
Entering Unmasked Estep 
Score: -11037573.000000 Penalty: 5650.745117
	Iteration 4F: 3 clusters Score -1.103757e+07 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46898 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -11042050.000000 Penalty: 5650.745117
	Iteration 5F: 3 clusters Score -1.104205e+07 nChanged 6864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50902 members 
Mstep: Class 2 contains 37764 members 
Entering Unmasked Estep 
Score: -11046649.000000 Penalty: 5650.745117
	Iteration 6F: 3 clusters Score -1.104665e+07 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55445 members 
Mstep: Class 2 contains 33221 members 
Entering Unmasked Estep 
Score: -11051174.000000 Penalty: 5650.745117
	Iteration 7F: 3 clusters Score -1.105117e+07 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59864 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -11055313.000000 Penalty: 5650.745117
	Iteration 8F: 3 clusters Score -1.105531e+07 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63726 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -11058629.000000 Penalty: 5650.745117
	Iteration 9F: 3 clusters Score -1.105863e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66982 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -11061324.000000 Penalty: 5650.745117
	Iteration 10Q: 3 clusters Score -1.106132e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69649 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -11063246.000000 Penalty: 5650.745117
	Iteration 11Q: 3 clusters Score -1.106325e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71862 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -11064985.000000 Penalty: 5650.745117
	Iteration 12Q: 3 clusters Score -1.106498e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73695 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -11066168.000000 Penalty: 5650.745117
	Iteration 13Q: 3 clusters Score -1.106617e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75218 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -11067073.000000 Penalty: 5650.745117
	Iteration 14Q: 3 clusters Score -1.106707e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76511 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -11067712.000000 Penalty: 5650.745117
	Iteration 15Q: 3 clusters Score -1.106771e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77533 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -11068118.000000 Penalty: 5650.745117
	Iteration 16Q: 3 clusters Score -1.106812e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78375 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -11068432.000000 Penalty: 5650.745117
	Iteration 17Q: 3 clusters Score -1.106843e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79082 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -11068626.000000 Penalty: 5650.745117
	Iteration 18Q: 3 clusters Score -1.106863e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79678 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -11068764.000000 Penalty: 5650.745117
	Iteration 19Q: 3 clusters Score -1.106876e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80156 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -11068943.000000 Penalty: 5650.745117
	Iteration 20F: 3 clusters Score -1.106894e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80595 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -11069060.000000 Penalty: 5650.745117
	Iteration 21Q: 3 clusters Score -1.106906e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80957 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -11069221.000000 Penalty: 5650.745117
	Iteration 22Q: 3 clusters Score -1.106922e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81256 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -11069324.000000 Penalty: 5650.745117
	Iteration 23Q: 3 clusters Score -1.106932e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81519 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -11069402.000000 Penalty: 5650.745117
	Iteration 24Q: 3 clusters Score -1.10694e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81743 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -11069466.000000 Penalty: 5650.745117
	Iteration 25Q: 3 clusters Score -1.106947e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81944 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -11069571.000000 Penalty: 5650.745117
	Iteration 26Q: 3 clusters Score -1.106957e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82114 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -11069571.000000 Penalty: 5650.745117
	Iteration 27Q: 3 clusters Score -1.106957e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82262 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -11069634.000000 Penalty: 5650.745117
	Iteration 28Q: 3 clusters Score -1.106963e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82388 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -11069712.000000 Penalty: 5650.745117
	Iteration 29Q: 3 clusters Score -1.106971e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82487 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -11069730.000000 Penalty: 5650.745117
	Iteration 30Q: 3 clusters Score -1.106973e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82571 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -11069740.000000 Penalty: 5650.745117
	Iteration 31Q: 3 clusters Score -1.106974e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82631 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -11069695.000000 Penalty: 5650.745117
	Iteration 32Q: 3 clusters Score -1.10697e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82674 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -11069722.000000 Penalty: 5650.745117
	Iteration 33Q: 3 clusters Score -1.106972e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82698 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -11069704.000000 Penalty: 5650.745117
	Iteration 34Q: 3 clusters Score -1.10697e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82713 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -11069712.000000 Penalty: 5650.745117
	Iteration 35Q: 3 clusters Score -1.106971e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82723 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -11069707.000000 Penalty: 5650.745117
	Iteration 36Q: 3 clusters Score -1.106971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82727 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -11069705.000000 Penalty: 5650.745117
	Iteration 37Q: 3 clusters Score -1.10697e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82729 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -11069697.000000 Penalty: 5650.745117
	Iteration 38Q: 3 clusters Score -1.10697e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82731 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -11069699.000000 Penalty: 5650.745117
	Iteration 39Q: 3 clusters Score -1.10697e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82735 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -11069700.000000 Penalty: 5650.745117
	Iteration 40F: 3 clusters Score -1.10697e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82740 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -11069717.000000 Penalty: 5650.745117
	Iteration 41Q: 3 clusters Score -1.106972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82743 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -11069712.000000 Penalty: 5650.745117
	Iteration 42Q: 3 clusters Score -1.106971e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82743 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -11069712.000000 Penalty: 5650.745117
	Iteration 43F: 3 clusters Score -1.106971e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 9433 members 
Mstep: Class 3 contains 39183 members 
Mstep: Class 4 contains 40698 members 
Mstep: Class 5 contains 5923 members 
Mstep: Class 6 contains 8441 members 
Mstep: Class 7 contains 19576 members 
Mstep: Class 8 contains 82743 members 
Mstep: Class 9 contains 5282 members 
Mstep: Class 11 contains 153239 members 
Mstep: Class 12 contains 3565 members 
Mstep: Class 13 contains 218542 members 
Mstep: Class 15 contains 1338 members 
Mstep: Class 16 contains 2903 members 
Mstep: Class 18 contains 2485 members 
Mstep: Class 19 contains 60275 members 
Mstep: Class 20 contains 168826 members 
Mstep: Class 21 contains 2643 members 
Mstep: Class 22 contains 9248 members 
Entering Unmasked Estep 
Score: -104705920.000000 Penalty: 64373.832031
Splitting cluster 8 changes total score from -104695056.000000 to -104705920.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 9 (5282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Entering Unmasked Estep 
Score: -671019.812500 Penalty: 2125.870850
	Iteration 0F: 2 clusters Score -671019.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -666361.937500 Penalty: 4251.741699
	Iteration 0F: 3 clusters Score -666361.9 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -667437.375000 Penalty: 4251.741699
	Iteration 1F: 3 clusters Score -667437.4 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -667617.812500 Penalty: 4251.741699
	Iteration 2F: 3 clusters Score -667617.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -667720.937500 Penalty: 4251.741699
	Iteration 3Q: 3 clusters Score -667720.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -667807.250000 Penalty: 4251.741699
	Iteration 4Q: 3 clusters Score -667807.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -667878.000000 Penalty: 4251.741699
	Iteration 5Q: 3 clusters Score -667878 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -667946.062500 Penalty: 4251.741699
	Iteration 6Q: 3 clusters Score -667946.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -668005.750000 Penalty: 4251.741699
	Iteration 7Q: 3 clusters Score -668005.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -668053.250000 Penalty: 4251.741699
	Iteration 8Q: 3 clusters Score -668053.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -668089.562500 Penalty: 4251.741699
	Iteration 9Q: 3 clusters Score -668089.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -668114.687500 Penalty: 4251.741699
	Iteration 10Q: 3 clusters Score -668114.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -668138.687500 Penalty: 4251.741699
	Iteration 11Q: 3 clusters Score -668138.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -668156.875000 Penalty: 4251.741699
	Iteration 12Q: 3 clusters Score -668156.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -668174.250000 Penalty: 4251.741699
	Iteration 13Q: 3 clusters Score -668174.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -668190.062500 Penalty: 4251.741699
	Iteration 14Q: 3 clusters Score -668190.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -668203.937500 Penalty: 4251.741699
	Iteration 15Q: 3 clusters Score -668203.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -668218.875000 Penalty: 4251.741699
	Iteration 16Q: 3 clusters Score -668218.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -668230.812500 Penalty: 4251.741699
	Iteration 17Q: 3 clusters Score -668230.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -668245.687500 Penalty: 4251.741699
	Iteration 18Q: 3 clusters Score -668245.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -668259.000000 Penalty: 4251.741699
	Iteration 19Q: 3 clusters Score -668259 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -668272.312500 Penalty: 4251.741699
	Iteration 20F: 3 clusters Score -668272.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -668291.812500 Penalty: 4251.741699
	Iteration 21Q: 3 clusters Score -668291.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -668310.000000 Penalty: 4251.741699
	Iteration 22Q: 3 clusters Score -668310 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -668324.000000 Penalty: 4251.741699
	Iteration 23Q: 3 clusters Score -668324 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -668337.437500 Penalty: 4251.741699
	Iteration 24Q: 3 clusters Score -668337.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -668351.062500 Penalty: 4251.741699
	Iteration 25Q: 3 clusters Score -668351.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -668365.875000 Penalty: 4251.741699
	Iteration 26Q: 3 clusters Score -668365.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -668381.687500 Penalty: 4251.741699
	Iteration 27Q: 3 clusters Score -668381.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -668398.312500 Penalty: 4251.741699
	Iteration 28Q: 3 clusters Score -668398.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -668411.937500 Penalty: 4251.741699
	Iteration 29Q: 3 clusters Score -668411.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -668426.750000 Penalty: 4251.741699
	Iteration 30Q: 3 clusters Score -668426.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -668441.562500 Penalty: 4251.741699
	Iteration 31Q: 3 clusters Score -668441.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -668456.500000 Penalty: 4251.741699
	Iteration 32Q: 3 clusters Score -668456.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -668473.125000 Penalty: 4251.741699
	Iteration 33Q: 3 clusters Score -668473.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -668496.312500 Penalty: 4251.741699
	Iteration 34Q: 3 clusters Score -668496.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -668522.062500 Penalty: 4251.741699
	Iteration 35Q: 3 clusters Score -668522.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -668552.500000 Penalty: 4251.741699
	Iteration 36Q: 3 clusters Score -668552.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -668579.625000 Penalty: 4251.741699
	Iteration 37Q: 3 clusters Score -668579.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -668603.375000 Penalty: 4251.741699
	Iteration 38Q: 3 clusters Score -668603.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -668631.312500 Penalty: 4251.741699
	Iteration 39Q: 3 clusters Score -668631.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -668655.437500 Penalty: 4251.741699
	Iteration 40F: 3 clusters Score -668655.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -668687.750000 Penalty: 4251.741699
	Iteration 41Q: 3 clusters Score -668687.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -668719.437500 Penalty: 4251.741699
	Iteration 42Q: 3 clusters Score -668719.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -668757.125000 Penalty: 4251.741699
	Iteration 43Q: 3 clusters Score -668757.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -668812.812500 Penalty: 4251.741699
	Iteration 44Q: 3 clusters Score -668812.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -668867.125000 Penalty: 4251.741699
	Iteration 45Q: 3 clusters Score -668867.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -668915.812500 Penalty: 4251.741699
	Iteration 46Q: 3 clusters Score -668915.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -668961.500000 Penalty: 4251.741699
	Iteration 47Q: 3 clusters Score -668961.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -668994.812500 Penalty: 4251.741699
	Iteration 48Q: 3 clusters Score -668994.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -669024.687500 Penalty: 4251.741699
	Iteration 49Q: 3 clusters Score -669024.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -669043.187500 Penalty: 4251.741699
	Iteration 50Q: 3 clusters Score -669043.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -669059.687500 Penalty: 4251.741699
	Iteration 51Q: 3 clusters Score -669059.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -669077.437500 Penalty: 4251.741699
	Iteration 52Q: 3 clusters Score -669077.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -669094.437500 Penalty: 4251.741699
	Iteration 53Q: 3 clusters Score -669094.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -669112.250000 Penalty: 4251.741699
	Iteration 54Q: 3 clusters Score -669112.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -669121.625000 Penalty: 4251.741699
	Iteration 55Q: 3 clusters Score -669121.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -669136.250000 Penalty: 4251.741699
	Iteration 56Q: 3 clusters Score -669136.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -669146.375000 Penalty: 4251.741699
	Iteration 57Q: 3 clusters Score -669146.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -669155.000000 Penalty: 4251.741699
	Iteration 58Q: 3 clusters Score -669155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -669159.562500 Penalty: 4251.741699
	Iteration 59Q: 3 clusters Score -669159.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -669167.062500 Penalty: 4251.741699
	Iteration 60F: 3 clusters Score -669167.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -669173.312500 Penalty: 4251.741699
	Iteration 61Q: 3 clusters Score -669173.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -669179.062500 Penalty: 4251.741699
	Iteration 62Q: 3 clusters Score -669179.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -669182.687500 Penalty: 4251.741699
	Iteration 63Q: 3 clusters Score -669182.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -669183.437500 Penalty: 4251.741699
	Iteration 64Q: 3 clusters Score -669183.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -669184.687500 Penalty: 4251.741699
	Iteration 65Q: 3 clusters Score -669184.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -669189.125000 Penalty: 4251.741699
	Iteration 66Q: 3 clusters Score -669189.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -669190.000000 Penalty: 4251.741699
	Iteration 67Q: 3 clusters Score -669190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -669190.000000 Penalty: 4251.741699
	Iteration 68F: 3 clusters Score -669190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (153239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153239 members 
Entering Unmasked Estep 
Score: -19125110.000000 Penalty: 2961.059082
	Iteration 0F: 2 clusters Score -1.912511e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76324 members 
Mstep: Class 2 contains 76915 members 
Entering Unmasked Estep 
Score: -19023928.000000 Penalty: 5922.118164
	Iteration 0F: 3 clusters Score -1.902393e+07 nChanged 73325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72843 members 
Mstep: Class 2 contains 80396 members 
Entering Unmasked Estep 
Score: -19066692.000000 Penalty: 5922.118164
	Iteration 1F: 3 clusters Score -1.906669e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70404 members 
Mstep: Class 2 contains 82835 members 
Entering Unmasked Estep 
Score: -19068246.000000 Penalty: 5922.118164
	Iteration 2Q: 3 clusters Score -1.906825e+07 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66741 members 
Mstep: Class 2 contains 86498 members 
Entering Unmasked Estep 
Score: -19070934.000000 Penalty: 5922.118164
	Iteration 3Q: 3 clusters Score -1.907093e+07 nChanged 8043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61348 members 
Mstep: Class 2 contains 91891 members 
Entering Unmasked Estep 
Score: -19075440.000000 Penalty: 5922.118164
	Iteration 4F: 3 clusters Score -1.907544e+07 nChanged 10003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54211 members 
Mstep: Class 2 contains 99028 members 
Entering Unmasked Estep 
Score: -19082748.000000 Penalty: 5922.118164
	Iteration 5F: 3 clusters Score -1.908275e+07 nChanged 11750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45903 members 
Mstep: Class 2 contains 107336 members 
Entering Unmasked Estep 
Score: -19094118.000000 Penalty: 5922.118164
	Iteration 6F: 3 clusters Score -1.909412e+07 nChanged 11601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 114527 members 
Entering Unmasked Estep 
Score: -19106230.000000 Penalty: 5922.118164
	Iteration 7F: 3 clusters Score -1.910623e+07 nChanged 9292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 118389 members 
Entering Unmasked Estep 
Score: -19115806.000000 Penalty: 5922.118164
	Iteration 8F: 3 clusters Score -1.911581e+07 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 119953 members 
Entering Unmasked Estep 
Score: -19120970.000000 Penalty: 5922.118164
	Iteration 9Q: 3 clusters Score -1.912097e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 120604 members 
Entering Unmasked Estep 
Score: -19123362.000000 Penalty: 5922.118164
	Iteration 10Q: 3 clusters Score -1.912336e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 121067 members 
Entering Unmasked Estep 
Score: -19124780.000000 Penalty: 5922.118164
	Iteration 11Q: 3 clusters Score -1.912478e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31900 members 
Mstep: Class 2 contains 121339 members 
Entering Unmasked Estep 
Score: -19125348.000000 Penalty: 5922.118164
	Iteration 12Q: 3 clusters Score -1.912535e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31700 members 
Mstep: Class 2 contains 121539 members 
Entering Unmasked Estep 
Score: -19125768.000000 Penalty: 5922.118164
	Iteration 13Q: 3 clusters Score -1.912577e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 121762 members 
Entering Unmasked Estep 
Score: -19125892.000000 Penalty: 5922.118164
	Iteration 14Q: 3 clusters Score -1.912589e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 122002 members 
Entering Unmasked Estep 
Score: -19126022.000000 Penalty: 5922.118164
	Iteration 15Q: 3 clusters Score -1.912602e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 122216 members 
Entering Unmasked Estep 
Score: -19126048.000000 Penalty: 5922.118164
	Iteration 16Q: 3 clusters Score -1.912605e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30829 members 
Mstep: Class 2 contains 122410 members 
Entering Unmasked Estep 
Score: -19126116.000000 Penalty: 5922.118164
	Iteration 17Q: 3 clusters Score -1.912612e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30643 members 
Mstep: Class 2 contains 122596 members 
Entering Unmasked Estep 
Score: -19126110.000000 Penalty: 5922.118164
	Iteration 18Q: 3 clusters Score -1.912611e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30460 members 
Mstep: Class 2 contains 122779 members 
Entering Unmasked Estep 
Score: -19126060.000000 Penalty: 5922.118164
	Iteration 19Q: 3 clusters Score -1.912606e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 122966 members 
Entering Unmasked Estep 
Score: -19126126.000000 Penalty: 5922.118164
	Iteration 20F: 3 clusters Score -1.912613e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30097 members 
Mstep: Class 2 contains 123142 members 
Entering Unmasked Estep 
Score: -19126138.000000 Penalty: 5922.118164
	Iteration 21Q: 3 clusters Score -1.912614e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29935 members 
Mstep: Class 2 contains 123304 members 
Entering Unmasked Estep 
Score: -19126158.000000 Penalty: 5922.118164
	Iteration 22Q: 3 clusters Score -1.912616e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 123463 members 
Entering Unmasked Estep 
Score: -19126134.000000 Penalty: 5922.118164
	Iteration 23Q: 3 clusters Score -1.912613e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 123599 members 
Entering Unmasked Estep 
Score: -19126126.000000 Penalty: 5922.118164
	Iteration 24Q: 3 clusters Score -1.912613e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 123736 members 
Entering Unmasked Estep 
Score: -19126158.000000 Penalty: 5922.118164
	Iteration 25Q: 3 clusters Score -1.912616e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 123856 members 
Entering Unmasked Estep 
Score: -19126170.000000 Penalty: 5922.118164
	Iteration 26Q: 3 clusters Score -1.912617e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 123954 members 
Entering Unmasked Estep 
Score: -19126172.000000 Penalty: 5922.118164
	Iteration 27Q: 3 clusters Score -1.912617e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29188 members 
Mstep: Class 2 contains 124051 members 
Entering Unmasked Estep 
Score: -19126148.000000 Penalty: 5922.118164
	Iteration 28Q: 3 clusters Score -1.912615e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29094 members 
Mstep: Class 2 contains 124145 members 
Entering Unmasked Estep 
Score: -19126152.000000 Penalty: 5922.118164
	Iteration 29Q: 3 clusters Score -1.912615e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 124234 members 
Entering Unmasked Estep 
Score: -19126164.000000 Penalty: 5922.118164
	Iteration 30Q: 3 clusters Score -1.912616e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 124322 members 
Entering Unmasked Estep 
Score: -19126210.000000 Penalty: 5922.118164
	Iteration 31Q: 3 clusters Score -1.912621e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 124410 members 
Entering Unmasked Estep 
Score: -19126176.000000 Penalty: 5922.118164
	Iteration 32Q: 3 clusters Score -1.912618e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 124482 members 
Entering Unmasked Estep 
Score: -19126180.000000 Penalty: 5922.118164
	Iteration 33Q: 3 clusters Score -1.912618e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 124566 members 
Entering Unmasked Estep 
Score: -19126178.000000 Penalty: 5922.118164
	Iteration 34Q: 3 clusters Score -1.912618e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 124664 members 
Entering Unmasked Estep 
Score: -19126198.000000 Penalty: 5922.118164
	Iteration 35Q: 3 clusters Score -1.91262e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 124761 members 
Entering Unmasked Estep 
Score: -19126202.000000 Penalty: 5922.118164
	Iteration 36Q: 3 clusters Score -1.91262e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28369 members 
Mstep: Class 2 contains 124870 members 
Entering Unmasked Estep 
Score: -19126192.000000 Penalty: 5922.118164
	Iteration 37Q: 3 clusters Score -1.912619e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 124983 members 
Entering Unmasked Estep 
Score: -19126180.000000 Penalty: 5922.118164
	Iteration 38Q: 3 clusters Score -1.912618e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 125102 members 
Entering Unmasked Estep 
Score: -19126180.000000 Penalty: 5922.118164
	Iteration 39Q: 3 clusters Score -1.912618e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 125226 members 
Entering Unmasked Estep 
Score: -19126156.000000 Penalty: 5922.118164
	Iteration 40F: 3 clusters Score -1.912616e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 125352 members 
Entering Unmasked Estep 
Score: -19126160.000000 Penalty: 5922.118164
	Iteration 41Q: 3 clusters Score -1.912616e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27764 members 
Mstep: Class 2 contains 125475 members 
Entering Unmasked Estep 
Score: -19126192.000000 Penalty: 5922.118164
	Iteration 42Q: 3 clusters Score -1.912619e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 125595 members 
Entering Unmasked Estep 
Score: -19126176.000000 Penalty: 5922.118164
	Iteration 43Q: 3 clusters Score -1.912618e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27557 members 
Mstep: Class 2 contains 125682 members 
Entering Unmasked Estep 
Score: -19126204.000000 Penalty: 5922.118164
	Iteration 44Q: 3 clusters Score -1.91262e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 125764 members 
Entering Unmasked Estep 
Score: -19126214.000000 Penalty: 5922.118164
	Iteration 45Q: 3 clusters Score -1.912621e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 125840 members 
Entering Unmasked Estep 
Score: -19126190.000000 Penalty: 5922.118164
	Iteration 46Q: 3 clusters Score -1.912619e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 125924 members 
Entering Unmasked Estep 
Score: -19126212.000000 Penalty: 5922.118164
	Iteration 47Q: 3 clusters Score -1.912621e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27238 members 
Mstep: Class 2 contains 126001 members 
Entering Unmasked Estep 
Score: -19126180.000000 Penalty: 5922.118164
	Iteration 48Q: 3 clusters Score -1.912618e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 126086 members 
Entering Unmasked Estep 
Score: -19126154.000000 Penalty: 5922.118164
	Iteration 49Q: 3 clusters Score -1.912615e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 126172 members 
Entering Unmasked Estep 
Score: -19126198.000000 Penalty: 5922.118164
	Iteration 50Q: 3 clusters Score -1.91262e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 126258 members 
Entering Unmasked Estep 
Score: -19126208.000000 Penalty: 5922.118164
	Iteration 51Q: 3 clusters Score -1.912621e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 126331 members 
Entering Unmasked Estep 
Score: -19126218.000000 Penalty: 5922.118164
	Iteration 52Q: 3 clusters Score -1.912622e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 126402 members 
Entering Unmasked Estep 
Score: -19126212.000000 Penalty: 5922.118164
	Iteration 53Q: 3 clusters Score -1.912621e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26764 members 
Mstep: Class 2 contains 126475 members 
Entering Unmasked Estep 
Score: -19126228.000000 Penalty: 5922.118164
	Iteration 54Q: 3 clusters Score -1.912623e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 126568 members 
Entering Unmasked Estep 
Score: -19126274.000000 Penalty: 5922.118164
	Iteration 55Q: 3 clusters Score -1.912627e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 126662 members 
Entering Unmasked Estep 
Score: -19126260.000000 Penalty: 5922.118164
	Iteration 56Q: 3 clusters Score -1.912626e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 126772 members 
Entering Unmasked Estep 
Score: -19126284.000000 Penalty: 5922.118164
	Iteration 57Q: 3 clusters Score -1.912628e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 126862 members 
Entering Unmasked Estep 
Score: -19126290.000000 Penalty: 5922.118164
	Iteration 58Q: 3 clusters Score -1.912629e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26278 members 
Mstep: Class 2 contains 126961 members 
Entering Unmasked Estep 
Score: -19126304.000000 Penalty: 5922.118164
	Iteration 59Q: 3 clusters Score -1.91263e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 127071 members 
Entering Unmasked Estep 
Score: -19126292.000000 Penalty: 5922.118164
	Iteration 60F: 3 clusters Score -1.912629e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 127188 members 
Entering Unmasked Estep 
Score: -19126304.000000 Penalty: 5922.118164
	Iteration 61Q: 3 clusters Score -1.91263e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 127299 members 
Entering Unmasked Estep 
Score: -19126318.000000 Penalty: 5922.118164
	Iteration 62Q: 3 clusters Score -1.912632e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25822 members 
Mstep: Class 2 contains 127417 members 
Entering Unmasked Estep 
Score: -19126278.000000 Penalty: 5922.118164
	Iteration 63Q: 3 clusters Score -1.912628e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 127518 members 
Entering Unmasked Estep 
Score: -19126290.000000 Penalty: 5922.118164
	Iteration 64Q: 3 clusters Score -1.912629e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 127623 members 
Entering Unmasked Estep 
Score: -19126340.000000 Penalty: 5922.118164
	Iteration 65Q: 3 clusters Score -1.912634e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 127739 members 
Entering Unmasked Estep 
Score: -19126368.000000 Penalty: 5922.118164
	Iteration 66Q: 3 clusters Score -1.912637e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 127851 members 
Entering Unmasked Estep 
Score: -19126340.000000 Penalty: 5922.118164
	Iteration 67Q: 3 clusters Score -1.912634e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 127964 members 
Entering Unmasked Estep 
Score: -19126350.000000 Penalty: 5922.118164
	Iteration 68Q: 3 clusters Score -1.912635e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 128086 members 
Entering Unmasked Estep 
Score: -19126330.000000 Penalty: 5922.118164
	Iteration 69Q: 3 clusters Score -1.912633e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 128213 members 
Entering Unmasked Estep 
Score: -19126402.000000 Penalty: 5922.118164
	Iteration 70Q: 3 clusters Score -1.91264e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 128322 members 
Entering Unmasked Estep 
Score: -19126402.000000 Penalty: 5922.118164
	Iteration 71Q: 3 clusters Score -1.91264e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 128443 members 
Entering Unmasked Estep 
Score: -19126374.000000 Penalty: 5922.118164
	Iteration 72Q: 3 clusters Score -1.912637e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 128574 members 
Entering Unmasked Estep 
Score: -19126370.000000 Penalty: 5922.118164
	Iteration 73Q: 3 clusters Score -1.912637e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 128693 members 
Entering Unmasked Estep 
Score: -19126372.000000 Penalty: 5922.118164
	Iteration 74Q: 3 clusters Score -1.912637e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 128820 members 
Entering Unmasked Estep 
Score: -19126358.000000 Penalty: 5922.118164
	Iteration 75Q: 3 clusters Score -1.912636e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 128954 members 
Entering Unmasked Estep 
Score: -19126410.000000 Penalty: 5922.118164
	Iteration 76Q: 3 clusters Score -1.912641e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 129110 members 
Entering Unmasked Estep 
Score: -19126404.000000 Penalty: 5922.118164
	Iteration 77Q: 3 clusters Score -1.91264e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 129309 members 
Entering Unmasked Estep 
Score: -19126404.000000 Penalty: 5922.118164
	Iteration 78Q: 3 clusters Score -1.91264e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 129532 members 
Entering Unmasked Estep 
Score: -19126400.000000 Penalty: 5922.118164
	Iteration 79Q: 3 clusters Score -1.91264e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 129768 members 
Entering Unmasked Estep 
Score: -19126384.000000 Penalty: 5922.118164
	Iteration 80F: 3 clusters Score -1.912638e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 129998 members 
Entering Unmasked Estep 
Score: -19126418.000000 Penalty: 5922.118164
	Iteration 81Q: 3 clusters Score -1.912642e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 130238 members 
Entering Unmasked Estep 
Score: -19126438.000000 Penalty: 5922.118164
	Iteration 82Q: 3 clusters Score -1.912644e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 130466 members 
Entering Unmasked Estep 
Score: -19126484.000000 Penalty: 5922.118164
	Iteration 83Q: 3 clusters Score -1.912648e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 130709 members 
Entering Unmasked Estep 
Score: -19126568.000000 Penalty: 5922.118164
	Iteration 84Q: 3 clusters Score -1.912657e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 130951 members 
Entering Unmasked Estep 
Score: -19126570.000000 Penalty: 5922.118164
	Iteration 85Q: 3 clusters Score -1.912657e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 131199 members 
Entering Unmasked Estep 
Score: -19126616.000000 Penalty: 5922.118164
	Iteration 86Q: 3 clusters Score -1.912662e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 131432 members 
Entering Unmasked Estep 
Score: -19126630.000000 Penalty: 5922.118164
	Iteration 87Q: 3 clusters Score -1.912663e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21566 members 
Mstep: Class 2 contains 131673 members 
Entering Unmasked Estep 
Score: -19126660.000000 Penalty: 5922.118164
	Iteration 88Q: 3 clusters Score -1.912666e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 131896 members 
Entering Unmasked Estep 
Score: -19126684.000000 Penalty: 5922.118164
	Iteration 89Q: 3 clusters Score -1.912668e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 132109 members 
Entering Unmasked Estep 
Score: -19126762.000000 Penalty: 5922.118164
	Iteration 90Q: 3 clusters Score -1.912676e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 132313 members 
Entering Unmasked Estep 
Score: -19126790.000000 Penalty: 5922.118164
	Iteration 91Q: 3 clusters Score -1.912679e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 132519 members 
Entering Unmasked Estep 
Score: -19126870.000000 Penalty: 5922.118164
	Iteration 92Q: 3 clusters Score -1.912687e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 132753 members 
Entering Unmasked Estep 
Score: -19126820.000000 Penalty: 5922.118164
	Iteration 93Q: 3 clusters Score -1.912682e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 132997 members 
Entering Unmasked Estep 
Score: -19126896.000000 Penalty: 5922.118164
	Iteration 94Q: 3 clusters Score -1.91269e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 133214 members 
Entering Unmasked Estep 
Score: -19126906.000000 Penalty: 5922.118164
	Iteration 95Q: 3 clusters Score -1.912691e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 133479 members 
Entering Unmasked Estep 
Score: -19126892.000000 Penalty: 5922.118164
	Iteration 96Q: 3 clusters Score -1.912689e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 133728 members 
Entering Unmasked Estep 
Score: -19126924.000000 Penalty: 5922.118164
	Iteration 97Q: 3 clusters Score -1.912692e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 133970 members 
Entering Unmasked Estep 
Score: -19126974.000000 Penalty: 5922.118164
	Iteration 98Q: 3 clusters Score -1.912697e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 134189 members 
Entering Unmasked Estep 
Score: -19126988.000000 Penalty: 5922.118164
	Iteration 99Q: 3 clusters Score -1.912699e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 134392 members 
Entering Unmasked Estep 
Score: -19127040.000000 Penalty: 5922.118164
	Iteration 100F: 3 clusters Score -1.912704e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 134581 members 
Entering Unmasked Estep 
Score: -19127046.000000 Penalty: 5922.118164
	Iteration 101Q: 3 clusters Score -1.912705e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 134768 members 
Entering Unmasked Estep 
Score: -19127110.000000 Penalty: 5922.118164
	Iteration 102Q: 3 clusters Score -1.912711e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 134953 members 
Entering Unmasked Estep 
Score: -19127136.000000 Penalty: 5922.118164
	Iteration 103Q: 3 clusters Score -1.912714e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 135121 members 
Entering Unmasked Estep 
Score: -19127196.000000 Penalty: 5922.118164
	Iteration 104Q: 3 clusters Score -1.91272e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 135293 members 
Entering Unmasked Estep 
Score: -19127218.000000 Penalty: 5922.118164
	Iteration 105Q: 3 clusters Score -1.912722e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 135470 members 
Entering Unmasked Estep 
Score: -19127246.000000 Penalty: 5922.118164
	Iteration 106Q: 3 clusters Score -1.912725e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 135651 members 
Entering Unmasked Estep 
Score: -19127234.000000 Penalty: 5922.118164
	Iteration 107Q: 3 clusters Score -1.912723e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 135813 members 
Entering Unmasked Estep 
Score: -19127242.000000 Penalty: 5922.118164
	Iteration 108Q: 3 clusters Score -1.912724e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 135968 members 
Entering Unmasked Estep 
Score: -19127306.000000 Penalty: 5922.118164
	Iteration 109Q: 3 clusters Score -1.912731e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 136132 members 
Entering Unmasked Estep 
Score: -19127284.000000 Penalty: 5922.118164
	Iteration 110Q: 3 clusters Score -1.912728e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 136289 members 
Entering Unmasked Estep 
Score: -19127354.000000 Penalty: 5922.118164
	Iteration 111Q: 3 clusters Score -1.912735e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 136429 members 
Entering Unmasked Estep 
Score: -19127350.000000 Penalty: 5922.118164
	Iteration 112Q: 3 clusters Score -1.912735e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 136555 members 
Entering Unmasked Estep 
Score: -19127346.000000 Penalty: 5922.118164
	Iteration 113Q: 3 clusters Score -1.912735e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 136682 members 
Entering Unmasked Estep 
Score: -19127338.000000 Penalty: 5922.118164
	Iteration 114Q: 3 clusters Score -1.912734e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 136794 members 
Entering Unmasked Estep 
Score: -19127350.000000 Penalty: 5922.118164
	Iteration 115Q: 3 clusters Score -1.912735e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 136895 members 
Entering Unmasked Estep 
Score: -19127390.000000 Penalty: 5922.118164
	Iteration 116Q: 3 clusters Score -1.912739e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 136990 members 
Entering Unmasked Estep 
Score: -19127388.000000 Penalty: 5922.118164
	Iteration 117Q: 3 clusters Score -1.912739e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 137086 members 
Entering Unmasked Estep 
Score: -19127394.000000 Penalty: 5922.118164
	Iteration 118Q: 3 clusters Score -1.912739e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 137176 members 
Entering Unmasked Estep 
Score: -19127424.000000 Penalty: 5922.118164
	Iteration 119Q: 3 clusters Score -1.912742e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 137253 members 
Entering Unmasked Estep 
Score: -19127428.000000 Penalty: 5922.118164
	Iteration 120F: 3 clusters Score -1.912743e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 137317 members 
Entering Unmasked Estep 
Score: -19127422.000000 Penalty: 5922.118164
	Iteration 121Q: 3 clusters Score -1.912742e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 137389 members 
Entering Unmasked Estep 
Score: -19127420.000000 Penalty: 5922.118164
	Iteration 122Q: 3 clusters Score -1.912742e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 137451 members 
Entering Unmasked Estep 
Score: -19127440.000000 Penalty: 5922.118164
	Iteration 123Q: 3 clusters Score -1.912744e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 137509 members 
Entering Unmasked Estep 
Score: -19127450.000000 Penalty: 5922.118164
	Iteration 124Q: 3 clusters Score -1.912745e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 137575 members 
Entering Unmasked Estep 
Score: -19127440.000000 Penalty: 5922.118164
	Iteration 125Q: 3 clusters Score -1.912744e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 137636 members 
Entering Unmasked Estep 
Score: -19127424.000000 Penalty: 5922.118164
	Iteration 126Q: 3 clusters Score -1.912742e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 137693 members 
Entering Unmasked Estep 
Score: -19127416.000000 Penalty: 5922.118164
	Iteration 127Q: 3 clusters Score -1.912742e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 137745 members 
Entering Unmasked Estep 
Score: -19127416.000000 Penalty: 5922.118164
	Iteration 128Q: 3 clusters Score -1.912742e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 137804 members 
Entering Unmasked Estep 
Score: -19127424.000000 Penalty: 5922.118164
	Iteration 129Q: 3 clusters Score -1.912742e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 137873 members 
Entering Unmasked Estep 
Score: -19127422.000000 Penalty: 5922.118164
	Iteration 130Q: 3 clusters Score -1.912742e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 137928 members 
Entering Unmasked Estep 
Score: -19127422.000000 Penalty: 5922.118164
	Iteration 131Q: 3 clusters Score -1.912742e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 137982 members 
Entering Unmasked Estep 
Score: -19127414.000000 Penalty: 5922.118164
	Iteration 132Q: 3 clusters Score -1.912741e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 138017 members 
Entering Unmasked Estep 
Score: -19127446.000000 Penalty: 5922.118164
	Iteration 133Q: 3 clusters Score -1.912745e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 138046 members 
Entering Unmasked Estep 
Score: -19127422.000000 Penalty: 5922.118164
	Iteration 134Q: 3 clusters Score -1.912742e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15167 members 
Mstep: Class 2 contains 138072 members 
Entering Unmasked Estep 
Score: -19127424.000000 Penalty: 5922.118164
	Iteration 135Q: 3 clusters Score -1.912742e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 138104 members 
Entering Unmasked Estep 
Score: -19127414.000000 Penalty: 5922.118164
	Iteration 136Q: 3 clusters Score -1.912741e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 138129 members 
Entering Unmasked Estep 
Score: -19127416.000000 Penalty: 5922.118164
	Iteration 137Q: 3 clusters Score -1.912742e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 138150 members 
Entering Unmasked Estep 
Score: -19127434.000000 Penalty: 5922.118164
	Iteration 138Q: 3 clusters Score -1.912743e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 138172 members 
Entering Unmasked Estep 
Score: -19127466.000000 Penalty: 5922.118164
	Iteration 139Q: 3 clusters Score -1.912747e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 138187 members 
Entering Unmasked Estep 
Score: -19127462.000000 Penalty: 5922.118164
	Iteration 140F: 3 clusters Score -1.912746e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 138196 members 
Entering Unmasked Estep 
Score: -19127448.000000 Penalty: 5922.118164
	Iteration 141Q: 3 clusters Score -1.912745e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 138201 members 
Entering Unmasked Estep 
Score: -19127454.000000 Penalty: 5922.118164
	Iteration 142Q: 3 clusters Score -1.912745e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 138209 members 
Entering Unmasked Estep 
Score: -19127426.000000 Penalty: 5922.118164
	Iteration 143Q: 3 clusters Score -1.912743e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 138219 members 
Entering Unmasked Estep 
Score: -19127420.000000 Penalty: 5922.118164
	Iteration 144Q: 3 clusters Score -1.912742e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 138229 members 
Entering Unmasked Estep 
Score: -19127416.000000 Penalty: 5922.118164
	Iteration 145Q: 3 clusters Score -1.912742e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 138233 members 
Entering Unmasked Estep 
Score: -19127424.000000 Penalty: 5922.118164
	Iteration 146Q: 3 clusters Score -1.912742e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 138239 members 
Entering Unmasked Estep 
Score: -19127418.000000 Penalty: 5922.118164
	Iteration 147Q: 3 clusters Score -1.912742e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 138244 members 
Entering Unmasked Estep 
Score: -19127412.000000 Penalty: 5922.118164
	Iteration 148Q: 3 clusters Score -1.912741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 138247 members 
Entering Unmasked Estep 
Score: -19127420.000000 Penalty: 5922.118164
	Iteration 149Q: 3 clusters Score -1.912742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 138251 members 
Entering Unmasked Estep 
Score: -19127416.000000 Penalty: 5922.118164
	Iteration 150Q: 3 clusters Score -1.912742e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 138259 members 
Entering Unmasked Estep 
Score: -19127412.000000 Penalty: 5922.118164
	Iteration 151Q: 3 clusters Score -1.912741e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 138265 members 
Entering Unmasked Estep 
Score: -19127412.000000 Penalty: 5922.118164
	Iteration 152Q: 3 clusters Score -1.912741e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 138268 members 
Entering Unmasked Estep 
Score: -19127406.000000 Penalty: 5922.118164
	Iteration 153Q: 3 clusters Score -1.912741e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 138271 members 
Entering Unmasked Estep 
Score: -19127412.000000 Penalty: 5922.118164
	Iteration 154Q: 3 clusters Score -1.912741e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 138273 members 
Entering Unmasked Estep 
Score: -19127412.000000 Penalty: 5922.118164
	Iteration 155Q: 3 clusters Score -1.912741e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 138277 members 
Entering Unmasked Estep 
Score: -19127414.000000 Penalty: 5922.118164
	Iteration 156Q: 3 clusters Score -1.912741e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 138278 members 
Entering Unmasked Estep 
Score: -19127422.000000 Penalty: 5922.118164
	Iteration 157Q: 3 clusters Score -1.912742e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 138281 members 
Entering Unmasked Estep 
Score: -19127424.000000 Penalty: 5922.118164
	Iteration 158Q: 3 clusters Score -1.912742e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 138281 members 
Entering Unmasked Estep 
Score: -19127432.000000 Penalty: 5922.118164
	Iteration 159Q: 3 clusters Score -1.912743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 138281 members 
Entering Unmasked Estep 
Score: -19127430.000000 Penalty: 5922.118164
	Iteration 160F: 3 clusters Score -1.912743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 138284 members 
Entering Unmasked Estep 
Score: -19127436.000000 Penalty: 5922.118164
	Iteration 161Q: 3 clusters Score -1.912744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 138286 members 
Entering Unmasked Estep 
Score: -19127430.000000 Penalty: 5922.118164
	Iteration 162Q: 3 clusters Score -1.912743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 138289 members 
Entering Unmasked Estep 
Score: -19127436.000000 Penalty: 5922.118164
	Iteration 163Q: 3 clusters Score -1.912744e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 138293 members 
Entering Unmasked Estep 
Score: -19127434.000000 Penalty: 5922.118164
	Iteration 164Q: 3 clusters Score -1.912743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 138297 members 
Entering Unmasked Estep 
Score: -19127436.000000 Penalty: 5922.118164
	Iteration 165Q: 3 clusters Score -1.912744e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 138306 members 
Entering Unmasked Estep 
Score: -19127438.000000 Penalty: 5922.118164
	Iteration 166Q: 3 clusters Score -1.912744e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 138311 members 
Entering Unmasked Estep 
Score: -19127428.000000 Penalty: 5922.118164
	Iteration 167Q: 3 clusters Score -1.912743e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 138312 members 
Entering Unmasked Estep 
Score: -19127428.000000 Penalty: 5922.118164
	Iteration 168Q: 3 clusters Score -1.912743e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 138315 members 
Entering Unmasked Estep 
Score: -19127424.000000 Penalty: 5922.118164
	Iteration 169Q: 3 clusters Score -1.912742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 138319 members 
Entering Unmasked Estep 
Score: -19127426.000000 Penalty: 5922.118164
	Iteration 170Q: 3 clusters Score -1.912743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 138322 members 
Entering Unmasked Estep 
Score: -19127430.000000 Penalty: 5922.118164
	Iteration 171Q: 3 clusters Score -1.912743e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 138325 members 
Entering Unmasked Estep 
Score: -19127432.000000 Penalty: 5922.118164
	Iteration 172Q: 3 clusters Score -1.912743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 138325 members 
Entering Unmasked Estep 
Score: -19127436.000000 Penalty: 5922.118164
	Iteration 173Q: 3 clusters Score -1.912744e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 138325 members 
Entering Unmasked Estep 
Score: -19127436.000000 Penalty: 5922.118164
	Iteration 174F: 3 clusters Score -1.912744e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 9433 members 
Mstep: Class 3 contains 39183 members 
Mstep: Class 4 contains 40698 members 
Mstep: Class 5 contains 5923 members 
Mstep: Class 6 contains 8441 members 
Mstep: Class 7 contains 19576 members 
Mstep: Class 8 contains 82743 members 
Mstep: Class 9 contains 5282 members 
Mstep: Class 10 contains 138325 members 
Mstep: Class 11 contains 14914 members 
Mstep: Class 12 contains 3565 members 
Mstep: Class 13 contains 218542 members 
Mstep: Class 15 contains 1338 members 
Mstep: Class 16 contains 2903 members 
Mstep: Class 18 contains 2485 members 
Mstep: Class 19 contains 60275 members 
Mstep: Class 20 contains 168826 members 
Mstep: Class 21 contains 2643 members 
Mstep: Class 22 contains 9248 members 
Entering Unmasked Estep 
Score: -104707360.000000 Penalty: 67761.929688
Splitting cluster 11 changes total score from -104695056.000000 to -104707360.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 12 (3565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Entering Unmasked Estep 
Score: -412955.750000 Penalty: 2028.372070
	Iteration 0F: 2 clusters Score -412955.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -409337.250000 Penalty: 4056.744141
	Iteration 0F: 3 clusters Score -409337.2 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -410205.656250 Penalty: 4056.744141
	Iteration 1F: 3 clusters Score -410205.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -410469.375000 Penalty: 4056.744141
	Iteration 2F: 3 clusters Score -410469.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -410668.281250 Penalty: 4056.744141
	Iteration 3F: 3 clusters Score -410668.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -410799.593750 Penalty: 4056.744141
	Iteration 4Q: 3 clusters Score -410799.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -410907.843750 Penalty: 4056.744141
	Iteration 5Q: 3 clusters Score -410907.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -411000.625000 Penalty: 4056.744141
	Iteration 6Q: 3 clusters Score -411000.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -411094.343750 Penalty: 4056.744141
	Iteration 7Q: 3 clusters Score -411094.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -411162.500000 Penalty: 4056.744141
	Iteration 8Q: 3 clusters Score -411162.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -411228.218750 Penalty: 4056.744141
	Iteration 9Q: 3 clusters Score -411228.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -411288.281250 Penalty: 4056.744141
	Iteration 10Q: 3 clusters Score -411288.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -411332.781250 Penalty: 4056.744141
	Iteration 11Q: 3 clusters Score -411332.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -411371.968750 Penalty: 4056.744141
	Iteration 12Q: 3 clusters Score -411372 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -411400.312500 Penalty: 4056.744141
	Iteration 13Q: 3 clusters Score -411400.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -411432.187500 Penalty: 4056.744141
	Iteration 14Q: 3 clusters Score -411432.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -411461.750000 Penalty: 4056.744141
	Iteration 15Q: 3 clusters Score -411461.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -411488.718750 Penalty: 4056.744141
	Iteration 16Q: 3 clusters Score -411488.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -411517.875000 Penalty: 4056.744141
	Iteration 17Q: 3 clusters Score -411517.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -411542.406250 Penalty: 4056.744141
	Iteration 18Q: 3 clusters Score -411542.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -411559.000000 Penalty: 4056.744141
	Iteration 19Q: 3 clusters Score -411559 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -411586.843750 Penalty: 4056.744141
	Iteration 20F: 3 clusters Score -411586.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -411616.093750 Penalty: 4056.744141
	Iteration 21Q: 3 clusters Score -411616.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -411646.875000 Penalty: 4056.744141
	Iteration 22Q: 3 clusters Score -411646.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -411673.687500 Penalty: 4056.744141
	Iteration 23Q: 3 clusters Score -411673.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -411686.906250 Penalty: 4056.744141
	Iteration 24Q: 3 clusters Score -411686.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -411695.718750 Penalty: 4056.744141
	Iteration 25Q: 3 clusters Score -411695.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -411703.625000 Penalty: 4056.744141
	Iteration 26Q: 3 clusters Score -411703.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -411711.375000 Penalty: 4056.744141
	Iteration 27Q: 3 clusters Score -411711.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -411719.593750 Penalty: 4056.744141
	Iteration 28Q: 3 clusters Score -411719.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -411727.187500 Penalty: 4056.744141
	Iteration 29Q: 3 clusters Score -411727.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -411733.125000 Penalty: 4056.744141
	Iteration 30Q: 3 clusters Score -411733.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -411739.406250 Penalty: 4056.744141
	Iteration 31Q: 3 clusters Score -411739.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -411753.125000 Penalty: 4056.744141
	Iteration 32Q: 3 clusters Score -411753.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -411765.468750 Penalty: 4056.744141
	Iteration 33Q: 3 clusters Score -411765.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -411769.468750 Penalty: 4056.744141
	Iteration 34Q: 3 clusters Score -411769.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -411770.750000 Penalty: 4056.744141
	Iteration 35Q: 3 clusters Score -411770.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -411771.906250 Penalty: 4056.744141
	Iteration 36Q: 3 clusters Score -411771.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -411774.062500 Penalty: 4056.744141
	Iteration 37Q: 3 clusters Score -411774.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -411775.687500 Penalty: 4056.744141
	Iteration 38Q: 3 clusters Score -411775.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -411775.750000 Penalty: 4056.744141
	Iteration 39Q: 3 clusters Score -411775.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -411775.750000 Penalty: 4056.744141
	Iteration 40F: 3 clusters Score -411775.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -411776.125000 Penalty: 4056.744141
	Iteration 41Q: 3 clusters Score -411776.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -411776.125000 Penalty: 4056.744141
	Iteration 42Q: 3 clusters Score -411776.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -411777.312500 Penalty: 4056.744141
	Iteration 43Q: 3 clusters Score -411777.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -411776.968750 Penalty: 4056.744141
	Iteration 44Q: 3 clusters Score -411777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -411778.468750 Penalty: 4056.744141
	Iteration 45Q: 3 clusters Score -411778.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -411778.718750 Penalty: 4056.744141
	Iteration 46Q: 3 clusters Score -411778.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -411778.718750 Penalty: 4056.744141
	Iteration 47F: 3 clusters Score -411778.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (218542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218542 members 
Entering Unmasked Estep 
Score: -27155556.000000 Penalty: 3049.093750
	Iteration 0F: 2 clusters Score -2.715556e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109416 members 
Mstep: Class 2 contains 109126 members 
Entering Unmasked Estep 
Score: -27017982.000000 Penalty: 6098.187500
	Iteration 0F: 3 clusters Score -2.701798e+07 nChanged 105376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110848 members 
Mstep: Class 2 contains 107694 members 
Entering Unmasked Estep 
Score: -27079714.000000 Penalty: 6098.187500
	Iteration 1F: 3 clusters Score -2.707971e+07 nChanged 6255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112349 members 
Mstep: Class 2 contains 106193 members 
Entering Unmasked Estep 
Score: -27081142.000000 Penalty: 6098.187500
	Iteration 2Q: 3 clusters Score -2.708114e+07 nChanged 6780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114731 members 
Mstep: Class 2 contains 103811 members 
Entering Unmasked Estep 
Score: -27083054.000000 Penalty: 6098.187500
	Iteration 3Q: 3 clusters Score -2.708305e+07 nChanged 7745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118552 members 
Mstep: Class 2 contains 99990 members 
Entering Unmasked Estep 
Score: -27085496.000000 Penalty: 6098.187500
	Iteration 4Q: 3 clusters Score -2.70855e+07 nChanged 9208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124544 members 
Mstep: Class 2 contains 93998 members 
Entering Unmasked Estep 
Score: -27089240.000000 Penalty: 6098.187500
	Iteration 5Q: 3 clusters Score -2.708924e+07 nChanged 11747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133485 members 
Mstep: Class 2 contains 85057 members 
Entering Unmasked Estep 
Score: -27095432.000000 Penalty: 6098.187500
	Iteration 6F: 3 clusters Score -2.709543e+07 nChanged 14575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145690 members 
Mstep: Class 2 contains 72852 members 
Entering Unmasked Estep 
Score: -27105562.000000 Penalty: 6098.187500
	Iteration 7F: 3 clusters Score -2.710556e+07 nChanged 16567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160171 members 
Mstep: Class 2 contains 58371 members 
Entering Unmasked Estep 
Score: -27118626.000000 Penalty: 6098.187500
	Iteration 8F: 3 clusters Score -2.711863e+07 nChanged 15890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174865 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -27132126.000000 Penalty: 6098.187500
	Iteration 9F: 3 clusters Score -2.713213e+07 nChanged 12753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186852 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -27141382.000000 Penalty: 6098.187500
	Iteration 10F: 3 clusters Score -2.714138e+07 nChanged 9123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195549 members 
Mstep: Class 2 contains 22993 members 
Entering Unmasked Estep 
Score: -27146774.000000 Penalty: 6098.187500
	Iteration 11Q: 3 clusters Score -2.714677e+07 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201639 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -27149730.000000 Penalty: 6098.187500
	Iteration 12Q: 3 clusters Score -2.714973e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206002 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -27151316.000000 Penalty: 6098.187500
	Iteration 13Q: 3 clusters Score -2.715132e+07 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209235 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -27152246.000000 Penalty: 6098.187500
	Iteration 14Q: 3 clusters Score -2.715225e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211588 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -27152724.000000 Penalty: 6098.187500
	Iteration 15Q: 3 clusters Score -2.715272e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213329 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -27152988.000000 Penalty: 6098.187500
	Iteration 16Q: 3 clusters Score -2.715299e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214594 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -27152998.000000 Penalty: 6098.187500
	Iteration 17Q: 3 clusters Score -2.7153e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215531 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -27153100.000000 Penalty: 6098.187500
	Iteration 18Q: 3 clusters Score -2.71531e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216174 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -27153234.000000 Penalty: 6098.187500
	Iteration 19Q: 3 clusters Score -2.715323e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216682 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -27153284.000000 Penalty: 6098.187500
	Iteration 20F: 3 clusters Score -2.715328e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217014 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -27153380.000000 Penalty: 6098.187500
	Iteration 21Q: 3 clusters Score -2.715338e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217239 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -27153298.000000 Penalty: 6098.187500
	Iteration 22Q: 3 clusters Score -2.71533e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217394 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -27153338.000000 Penalty: 6098.187500
	Iteration 23Q: 3 clusters Score -2.715334e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217516 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -27153288.000000 Penalty: 6098.187500
	Iteration 24Q: 3 clusters Score -2.715329e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217592 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -27153300.000000 Penalty: 6098.187500
	Iteration 25Q: 3 clusters Score -2.71533e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217653 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -27153300.000000 Penalty: 6098.187500
	Iteration 26Q: 3 clusters Score -2.71533e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217683 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -27153310.000000 Penalty: 6098.187500
	Iteration 27Q: 3 clusters Score -2.715331e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217726 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -27153312.000000 Penalty: 6098.187500
	Iteration 28Q: 3 clusters Score -2.715331e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217763 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -27153300.000000 Penalty: 6098.187500
	Iteration 29Q: 3 clusters Score -2.71533e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217797 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -27153286.000000 Penalty: 6098.187500
	Iteration 30Q: 3 clusters Score -2.715329e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217827 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -27153268.000000 Penalty: 6098.187500
	Iteration 31Q: 3 clusters Score -2.715327e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217858 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -27153282.000000 Penalty: 6098.187500
	Iteration 32Q: 3 clusters Score -2.715328e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217874 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -27153256.000000 Penalty: 6098.187500
	Iteration 33Q: 3 clusters Score -2.715326e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217892 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -27153270.000000 Penalty: 6098.187500
	Iteration 34Q: 3 clusters Score -2.715327e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217908 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -27153274.000000 Penalty: 6098.187500
	Iteration 35Q: 3 clusters Score -2.715327e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217917 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -27153282.000000 Penalty: 6098.187500
	Iteration 36Q: 3 clusters Score -2.715328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217919 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -27153276.000000 Penalty: 6098.187500
	Iteration 37Q: 3 clusters Score -2.715328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217920 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -27153288.000000 Penalty: 6098.187500
	Iteration 38Q: 3 clusters Score -2.715329e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217920 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -27153288.000000 Penalty: 6098.187500
	Iteration 39F: 3 clusters Score -2.715329e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Entering Unmasked Estep 
Score: -153400.640625 Penalty: 1785.334961
	Iteration 0F: 2 clusters Score -153400.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -151268.656250 Penalty: 3570.669922
	Iteration 0F: 3 clusters Score -151268.7 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -151769.734375 Penalty: 3570.669922
	Iteration 1F: 3 clusters Score -151769.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -152053.546875 Penalty: 3570.669922
	Iteration 2F: 3 clusters Score -152053.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -152253.546875 Penalty: 3570.669922
	Iteration 3F: 3 clusters Score -152253.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -152442.171875 Penalty: 3570.669922
	Iteration 4F: 3 clusters Score -152442.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -152661.796875 Penalty: 3570.669922
	Iteration 5Q: 3 clusters Score -152661.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -152807.125000 Penalty: 3570.669922
	Iteration 6Q: 3 clusters Score -152807.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -152840.546875 Penalty: 3570.669922
	Iteration 7Q: 3 clusters Score -152840.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -152857.218750 Penalty: 3570.669922
	Iteration 8Q: 3 clusters Score -152857.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -152863.687500 Penalty: 3570.669922
	Iteration 9Q: 3 clusters Score -152863.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -152867.921875 Penalty: 3570.669922
	Iteration 10Q: 3 clusters Score -152867.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -152874.906250 Penalty: 3570.669922
	Iteration 11Q: 3 clusters Score -152874.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -152881.968750 Penalty: 3570.669922
	Iteration 12Q: 3 clusters Score -152882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -152884.062500 Penalty: 3570.669922
	Iteration 13Q: 3 clusters Score -152884.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -152885.140625 Penalty: 3570.669922
	Iteration 14Q: 3 clusters Score -152885.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -152885.843750 Penalty: 3570.669922
	Iteration 15Q: 3 clusters Score -152885.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -152885.843750 Penalty: 3570.669922
	Iteration 16F: 3 clusters Score -152885.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Entering Unmasked Estep 
Score: -353579.281250 Penalty: 1977.427979
	Iteration 0F: 2 clusters Score -353579.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -350424.218750 Penalty: 3954.855957
	Iteration 0F: 3 clusters Score -350424.2 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -351050.281250 Penalty: 3954.855957
	Iteration 1F: 3 clusters Score -351050.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -351229.250000 Penalty: 3954.855957
	Iteration 2F: 3 clusters Score -351229.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -351348.937500 Penalty: 3954.855957
	Iteration 3F: 3 clusters Score -351348.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -351447.468750 Penalty: 3954.855957
	Iteration 4Q: 3 clusters Score -351447.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -351534.937500 Penalty: 3954.855957
	Iteration 5Q: 3 clusters Score -351534.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -351611.781250 Penalty: 3954.855957
	Iteration 6Q: 3 clusters Score -351611.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -351678.437500 Penalty: 3954.855957
	Iteration 7Q: 3 clusters Score -351678.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -351729.281250 Penalty: 3954.855957
	Iteration 8Q: 3 clusters Score -351729.3 nChanged 59
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: -351772.968750 Penalty: 3954.855957
	Iteration 9Q: 3 clusters Score -351773 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -351815.875000 Penalty: 3954.855957
	Iteration 10Q: 3 clusters Score -351815.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -351848.937500 Penalty: 3954.855957
	Iteration 11Q: 3 clusters Score -351848.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -351878.093750 Penalty: 3954.855957
	Iteration 12Q: 3 clusters Score -351878.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -351901.250000 Penalty: 3954.855957
	Iteration 13Q: 3 clusters Score -351901.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -351922.750000 Penalty: 3954.855957
	Iteration 14Q: 3 clusters Score -351922.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -351946.656250 Penalty: 3954.855957
	Iteration 15Q: 3 clusters Score -351946.7 nChanged 27
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: -351965.218750 Penalty: 3954.855957
	Iteration 16Q: 3 clusters Score -351965.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -351982.843750 Penalty: 3954.855957
	Iteration 17Q: 3 clusters Score -351982.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -351994.625000 Penalty: 3954.855957
	Iteration 18Q: 3 clusters Score -351994.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -352001.937500 Penalty: 3954.855957
	Iteration 19Q: 3 clusters Score -352001.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -352006.406250 Penalty: 3954.855957
	Iteration 20F: 3 clusters Score -352006.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -352011.218750 Penalty: 3954.855957
	Iteration 21Q: 3 clusters Score -352011.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -352016.000000 Penalty: 3954.855957
	Iteration 22Q: 3 clusters Score -352016 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -352024.375000 Penalty: 3954.855957
	Iteration 23Q: 3 clusters Score -352024.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -352030.843750 Penalty: 3954.855957
	Iteration 24Q: 3 clusters Score -352030.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -352037.062500 Penalty: 3954.855957
	Iteration 25Q: 3 clusters Score -352037.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -352043.156250 Penalty: 3954.855957
	Iteration 26Q: 3 clusters Score -352043.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -352048.375000 Penalty: 3954.855957
	Iteration 27Q: 3 clusters Score -352048.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -352052.812500 Penalty: 3954.855957
	Iteration 28Q: 3 clusters Score -352052.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -352055.031250 Penalty: 3954.855957
	Iteration 29Q: 3 clusters Score -352055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -352058.656250 Penalty: 3954.855957
	Iteration 30Q: 3 clusters Score -352058.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -352059.843750 Penalty: 3954.855957
	Iteration 31Q: 3 clusters Score -352059.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -352060.343750 Penalty: 3954.855957
	Iteration 32Q: 3 clusters Score -352060.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -352062.406250 Penalty: 3954.855957
	Iteration 33Q: 3 clusters Score -352062.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -352062.406250 Penalty: 3954.855957
	Iteration 34F: 3 clusters Score -352062.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Entering Unmasked Estep 
Score: -306496.250000 Penalty: 1938.870972
	Iteration 0F: 2 clusters Score -306496.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -303520.593750 Penalty: 3877.741943
	Iteration 0F: 3 clusters Score -303520.6 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -304079.562500 Penalty: 3877.741943
	Iteration 1F: 3 clusters Score -304079.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -304227.562500 Penalty: 3877.741943
	Iteration 2F: 3 clusters Score -304227.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -304313.843750 Penalty: 3877.741943
	Iteration 3Q: 3 clusters Score -304313.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -304365.156250 Penalty: 3877.741943
	Iteration 4Q: 3 clusters Score -304365.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -304395.062500 Penalty: 3877.741943
	Iteration 5Q: 3 clusters Score -304395.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -304421.218750 Penalty: 3877.741943
	Iteration 6Q: 3 clusters Score -304421.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -304434.656250 Penalty: 3877.741943
	Iteration 7Q: 3 clusters Score -304434.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -304445.031250 Penalty: 3877.741943
	Iteration 8Q: 3 clusters Score -304445 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -304457.656250 Penalty: 3877.741943
	Iteration 9Q: 3 clusters Score -304457.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -304464.781250 Penalty: 3877.741943
	Iteration 10Q: 3 clusters Score -304464.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -304469.031250 Penalty: 3877.741943
	Iteration 11Q: 3 clusters Score -304469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -304472.375000 Penalty: 3877.741943
	Iteration 12Q: 3 clusters Score -304472.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -304473.437500 Penalty: 3877.741943
	Iteration 13Q: 3 clusters Score -304473.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -304474.656250 Penalty: 3877.741943
	Iteration 14Q: 3 clusters Score -304474.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -304475.812500 Penalty: 3877.741943
	Iteration 15Q: 3 clusters Score -304475.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -304477.125000 Penalty: 3877.741943
	Iteration 16Q: 3 clusters Score -304477.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -304478.031250 Penalty: 3877.741943
	Iteration 17Q: 3 clusters Score -304478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -304478.531250 Penalty: 3877.741943
	Iteration 18Q: 3 clusters Score -304478.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -304478.531250 Penalty: 3877.741943
	Iteration 19F: 3 clusters Score -304478.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (60275 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60275 members 
Entering Unmasked Estep 
Score: -7337007.500000 Penalty: 2729.654785
	Iteration 0F: 2 clusters Score -7337008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 30065 members 
Entering Unmasked Estep 
Score: -7296467.500000 Penalty: 5459.309570
	Iteration 0F: 3 clusters Score -7296468 nChanged 28004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30798 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
Score: -7311968.500000 Penalty: 5459.309570
	Iteration 1F: 3 clusters Score -7311968 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30999 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -7312397.500000 Penalty: 5459.309570
	Iteration 2Q: 3 clusters Score -7312398 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -7312772.000000 Penalty: 5459.309570
	Iteration 3Q: 3 clusters Score -7312772 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31764 members 
Mstep: Class 2 contains 28511 members 
Entering Unmasked Estep 
Score: -7313188.000000 Penalty: 5459.309570
	Iteration 4Q: 3 clusters Score -7313188 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32480 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -7313596.000000 Penalty: 5459.309570
	Iteration 5Q: 3 clusters Score -7313596 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -7314119.500000 Penalty: 5459.309570
	Iteration 6Q: 3 clusters Score -7314120 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34934 members 
Mstep: Class 2 contains 25341 members 
Entering Unmasked Estep 
Score: -7314687.000000 Penalty: 5459.309570
	Iteration 7Q: 3 clusters Score -7314687 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36986 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -7315720.000000 Penalty: 5459.309570
	Iteration 8Q: 3 clusters Score -7315720 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39857 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -7317311.500000 Penalty: 5459.309570
	Iteration 9F: 3 clusters Score -7317312 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43629 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -7319896.000000 Penalty: 5459.309570
	Iteration 10F: 3 clusters Score -7319896 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48186 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -7323654.500000 Penalty: 5459.309570
	Iteration 11F: 3 clusters Score -7323654 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52788 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -7327924.000000 Penalty: 5459.309570
	Iteration 12F: 3 clusters Score -7327924 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56344 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -7331265.500000 Penalty: 5459.309570
	Iteration 13F: 3 clusters Score -7331266 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58314 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -7333155.000000 Penalty: 5459.309570
	Iteration 14Q: 3 clusters Score -7333155 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59162 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -7333991.500000 Penalty: 5459.309570
	Iteration 15Q: 3 clusters Score -7333992 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59492 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -7334301.500000 Penalty: 5459.309570
	Iteration 16Q: 3 clusters Score -7334302 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59647 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -7334497.000000 Penalty: 5459.309570
	Iteration 17Q: 3 clusters Score -7334497 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59733 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -7334578.500000 Penalty: 5459.309570
	Iteration 18Q: 3 clusters Score -7334578 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59768 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -7334630.500000 Penalty: 5459.309570
	Iteration 19Q: 3 clusters Score -7334630 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59791 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -7334661.500000 Penalty: 5459.309570
	Iteration 20F: 3 clusters Score -7334662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59806 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -7334666.500000 Penalty: 5459.309570
	Iteration 21Q: 3 clusters Score -7334666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59812 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -7334668.000000 Penalty: 5459.309570
	Iteration 22Q: 3 clusters Score -7334668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59823 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -7334670.500000 Penalty: 5459.309570
	Iteration 23Q: 3 clusters Score -7334670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59829 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -7334690.500000 Penalty: 5459.309570
	Iteration 24Q: 3 clusters Score -7334690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59831 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -7334693.500000 Penalty: 5459.309570
	Iteration 25Q: 3 clusters Score -7334694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59837 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -7334708.000000 Penalty: 5459.309570
	Iteration 26Q: 3 clusters Score -7334708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59840 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -7334709.500000 Penalty: 5459.309570
	Iteration 27Q: 3 clusters Score -7334710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59839 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -7334717.500000 Penalty: 5459.309570
	Iteration 28Q: 3 clusters Score -7334718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59841 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -7334717.000000 Penalty: 5459.309570
	Iteration 29Q: 3 clusters Score -7334717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59841 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -7334717.000000 Penalty: 5459.309570
	Iteration 30Q: 3 clusters Score -7334717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59842 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -7334723.500000 Penalty: 5459.309570
	Iteration 31Q: 3 clusters Score -7334724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59847 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -7334728.500000 Penalty: 5459.309570
	Iteration 32Q: 3 clusters Score -7334728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59851 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -7334730.500000 Penalty: 5459.309570
	Iteration 33Q: 3 clusters Score -7334730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59852 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -7334730.000000 Penalty: 5459.309570
	Iteration 34Q: 3 clusters Score -7334730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59853 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -7334731.000000 Penalty: 5459.309570
	Iteration 35Q: 3 clusters Score -7334731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59852 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -7334743.500000 Penalty: 5459.309570
	Iteration 36Q: 3 clusters Score -7334744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59852 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -7334743.500000 Penalty: 5459.309570
	Iteration 37F: 3 clusters Score -7334744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (168826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168826 members 
Entering Unmasked Estep 
Score: -20995122.000000 Penalty: 2985.082764
	Iteration 0F: 2 clusters Score -2.099512e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84246 members 
Mstep: Class 2 contains 84580 members 
Entering Unmasked Estep 
Score: -20882556.000000 Penalty: 5970.165527
	Iteration 0F: 3 clusters Score -2.088256e+07 nChanged 80975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81707 members 
Mstep: Class 2 contains 87119 members 
Entering Unmasked Estep 
Score: -20930258.000000 Penalty: 5970.165527
	Iteration 1F: 3 clusters Score -2.093026e+07 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80083 members 
Mstep: Class 2 contains 88743 members 
Entering Unmasked Estep 
Score: -20931792.000000 Penalty: 5970.165527
	Iteration 2Q: 3 clusters Score -2.093179e+07 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77714 members 
Mstep: Class 2 contains 91112 members 
Entering Unmasked Estep 
Score: -20934110.000000 Penalty: 5970.165527
	Iteration 3Q: 3 clusters Score -2.093411e+07 nChanged 6907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74483 members 
Mstep: Class 2 contains 94343 members 
Entering Unmasked Estep 
Score: -20937250.000000 Penalty: 5970.165527
	Iteration 4Q: 3 clusters Score -2.093725e+07 nChanged 7596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70431 members 
Mstep: Class 2 contains 98395 members 
Entering Unmasked Estep 
Score: -20941156.000000 Penalty: 5970.165527
	Iteration 5Q: 3 clusters Score -2.094116e+07 nChanged 8343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65476 members 
Mstep: Class 2 contains 103350 members 
Entering Unmasked Estep 
Score: -20946262.000000 Penalty: 5970.165527
	Iteration 6Q: 3 clusters Score -2.094626e+07 nChanged 9065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59991 members 
Mstep: Class 2 contains 108835 members 
Entering Unmasked Estep 
Score: -20952230.000000 Penalty: 5970.165527
	Iteration 7F: 3 clusters Score -2.095223e+07 nChanged 9426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54795 members 
Mstep: Class 2 contains 114031 members 
Entering Unmasked Estep 
Score: -20958836.000000 Penalty: 5970.165527
	Iteration 8F: 3 clusters Score -2.095884e+07 nChanged 9309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50380 members 
Mstep: Class 2 contains 118446 members 
Entering Unmasked Estep 
Score: -20965534.000000 Penalty: 5970.165527
	Iteration 9F: 3 clusters Score -2.096553e+07 nChanged 8301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46983 members 
Mstep: Class 2 contains 121843 members 
Entering Unmasked Estep 
Score: -20970884.000000 Penalty: 5970.165527
	Iteration 10Q: 3 clusters Score -2.097088e+07 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44327 members 
Mstep: Class 2 contains 124499 members 
Entering Unmasked Estep 
Score: -20974226.000000 Penalty: 5970.165527
	Iteration 11Q: 3 clusters Score -2.097423e+07 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41996 members 
Mstep: Class 2 contains 126830 members 
Entering Unmasked Estep 
Score: -20975962.000000 Penalty: 5970.165527
	Iteration 12Q: 3 clusters Score -2.097596e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 129016 members 
Entering Unmasked Estep 
Score: -20977072.000000 Penalty: 5970.165527
	Iteration 13Q: 3 clusters Score -2.097707e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37695 members 
Mstep: Class 2 contains 131131 members 
Entering Unmasked Estep 
Score: -20977822.000000 Penalty: 5970.165527
	Iteration 14Q: 3 clusters Score -2.097782e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 133273 members 
Entering Unmasked Estep 
Score: -20978564.000000 Penalty: 5970.165527
	Iteration 15Q: 3 clusters Score -2.097856e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33441 members 
Mstep: Class 2 contains 135385 members 
Entering Unmasked Estep 
Score: -20979272.000000 Penalty: 5970.165527
	Iteration 16Q: 3 clusters Score -2.097927e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 137555 members 
Entering Unmasked Estep 
Score: -20979926.000000 Penalty: 5970.165527
	Iteration 17Q: 3 clusters Score -2.097993e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 139724 members 
Entering Unmasked Estep 
Score: -20980666.000000 Penalty: 5970.165527
	Iteration 18Q: 3 clusters Score -2.098067e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 141959 members 
Entering Unmasked Estep 
Score: -20981430.000000 Penalty: 5970.165527
	Iteration 19Q: 3 clusters Score -2.098143e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 144312 members 
Entering Unmasked Estep 
Score: -20982270.000000 Penalty: 5970.165527
	Iteration 20F: 3 clusters Score -2.098227e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 146758 members 
Entering Unmasked Estep 
Score: -20983116.000000 Penalty: 5970.165527
	Iteration 21Q: 3 clusters Score -2.098312e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 149141 members 
Entering Unmasked Estep 
Score: -20984074.000000 Penalty: 5970.165527
	Iteration 22Q: 3 clusters Score -2.098407e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 151441 members 
Entering Unmasked Estep 
Score: -20985042.000000 Penalty: 5970.165527
	Iteration 23Q: 3 clusters Score -2.098504e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 153606 members 
Entering Unmasked Estep 
Score: -20985902.000000 Penalty: 5970.165527
	Iteration 24Q: 3 clusters Score -2.09859e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 155605 members 
Entering Unmasked Estep 
Score: -20986716.000000 Penalty: 5970.165527
	Iteration 25Q: 3 clusters Score -2.098672e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 157496 members 
Entering Unmasked Estep 
Score: -20987458.000000 Penalty: 5970.165527
	Iteration 26Q: 3 clusters Score -2.098746e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 159249 members 
Entering Unmasked Estep 
Score: -20988242.000000 Penalty: 5970.165527
	Iteration 27Q: 3 clusters Score -2.098824e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 160820 members 
Entering Unmasked Estep 
Score: -20988916.000000 Penalty: 5970.165527
	Iteration 28Q: 3 clusters Score -2.098892e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 162256 members 
Entering Unmasked Estep 
Score: -20989658.000000 Penalty: 5970.165527
	Iteration 29Q: 3 clusters Score -2.098966e+07 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 163500 members 
Entering Unmasked Estep 
Score: -20990218.000000 Penalty: 5970.165527
	Iteration 30Q: 3 clusters Score -2.099022e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 164485 members 
Entering Unmasked Estep 
Score: -20990682.000000 Penalty: 5970.165527
	Iteration 31Q: 3 clusters Score -2.099068e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 165291 members 
Entering Unmasked Estep 
Score: -20991232.000000 Penalty: 5970.165527
	Iteration 32Q: 3 clusters Score -2.099123e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 165937 members 
Entering Unmasked Estep 
Score: -20991556.000000 Penalty: 5970.165527
	Iteration 33Q: 3 clusters Score -2.099156e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 166404 members 
Entering Unmasked Estep 
Score: -20991810.000000 Penalty: 5970.165527
	Iteration 34Q: 3 clusters Score -2.099181e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 166731 members 
Entering Unmasked Estep 
Score: -20991988.000000 Penalty: 5970.165527
	Iteration 35Q: 3 clusters Score -2.099199e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 166982 members 
Entering Unmasked Estep 
Score: -20992128.000000 Penalty: 5970.165527
	Iteration 36Q: 3 clusters Score -2.099213e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 167180 members 
Entering Unmasked Estep 
Score: -20992176.000000 Penalty: 5970.165527
	Iteration 37Q: 3 clusters Score -2.099218e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 167323 members 
Entering Unmasked Estep 
Score: -20992270.000000 Penalty: 5970.165527
	Iteration 38Q: 3 clusters Score -2.099227e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 167427 members 
Entering Unmasked Estep 
Score: -20992376.000000 Penalty: 5970.165527
	Iteration 39Q: 3 clusters Score -2.099238e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 167502 members 
Entering Unmasked Estep 
Score: -20992420.000000 Penalty: 5970.165527
	Iteration 40F: 3 clusters Score -2.099242e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 167554 members 
Entering Unmasked Estep 
Score: -20992446.000000 Penalty: 5970.165527
	Iteration 41Q: 3 clusters Score -2.099245e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 167597 members 
Entering Unmasked Estep 
Score: -20992488.000000 Penalty: 5970.165527
	Iteration 42Q: 3 clusters Score -2.099249e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 167635 members 
Entering Unmasked Estep 
Score: -20992502.000000 Penalty: 5970.165527
	Iteration 43Q: 3 clusters Score -2.09925e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 167676 members 
Entering Unmasked Estep 
Score: -20992530.000000 Penalty: 5970.165527
	Iteration 44Q: 3 clusters Score -2.099253e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 167711 members 
Entering Unmasked Estep 
Score: -20992546.000000 Penalty: 5970.165527
	Iteration 45Q: 3 clusters Score -2.099255e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 167750 members 
Entering Unmasked Estep 
Score: -20992536.000000 Penalty: 5970.165527
	Iteration 46Q: 3 clusters Score -2.099254e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 167777 members 
Entering Unmasked Estep 
Score: -20992576.000000 Penalty: 5970.165527
	Iteration 47Q: 3 clusters Score -2.099258e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 167811 members 
Entering Unmasked Estep 
Score: -20992632.000000 Penalty: 5970.165527
	Iteration 48Q: 3 clusters Score -2.099263e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 167837 members 
Entering Unmasked Estep 
Score: -20992634.000000 Penalty: 5970.165527
	Iteration 49Q: 3 clusters Score -2.099263e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 167851 members 
Entering Unmasked Estep 
Score: -20992650.000000 Penalty: 5970.165527
	Iteration 50Q: 3 clusters Score -2.099265e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 167870 members 
Entering Unmasked Estep 
Score: -20992652.000000 Penalty: 5970.165527
	Iteration 51Q: 3 clusters Score -2.099265e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 167892 members 
Entering Unmasked Estep 
Score: -20992656.000000 Penalty: 5970.165527
	Iteration 52Q: 3 clusters Score -2.099266e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 167913 members 
Entering Unmasked Estep 
Score: -20992664.000000 Penalty: 5970.165527
	Iteration 53Q: 3 clusters Score -2.099266e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 167923 members 
Entering Unmasked Estep 
Score: -20992678.000000 Penalty: 5970.165527
	Iteration 54Q: 3 clusters Score -2.099268e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 167934 members 
Entering Unmasked Estep 
Score: -20992676.000000 Penalty: 5970.165527
	Iteration 55Q: 3 clusters Score -2.099268e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 167937 members 
Entering Unmasked Estep 
Score: -20992684.000000 Penalty: 5970.165527
	Iteration 56Q: 3 clusters Score -2.099268e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 167948 members 
Entering Unmasked Estep 
Score: -20992690.000000 Penalty: 5970.165527
	Iteration 57Q: 3 clusters Score -2.099269e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 167952 members 
Entering Unmasked Estep 
Score: -20992692.000000 Penalty: 5970.165527
	Iteration 58Q: 3 clusters Score -2.099269e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 167959 members 
Entering Unmasked Estep 
Score: -20992676.000000 Penalty: 5970.165527
	Iteration 59Q: 3 clusters Score -2.099268e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 167964 members 
Entering Unmasked Estep 
Score: -20992708.000000 Penalty: 5970.165527
	Iteration 60F: 3 clusters Score -2.099271e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 167970 members 
Entering Unmasked Estep 
Score: -20992704.000000 Penalty: 5970.165527
	Iteration 61Q: 3 clusters Score -2.09927e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 167981 members 
Entering Unmasked Estep 
Score: -20992712.000000 Penalty: 5970.165527
	Iteration 62Q: 3 clusters Score -2.099271e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 167986 members 
Entering Unmasked Estep 
Score: -20992720.000000 Penalty: 5970.165527
	Iteration 63Q: 3 clusters Score -2.099272e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 167993 members 
Entering Unmasked Estep 
Score: -20992726.000000 Penalty: 5970.165527
	Iteration 64Q: 3 clusters Score -2.099273e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 167993 members 
Entering Unmasked Estep 
Score: -20992722.000000 Penalty: 5970.165527
	Iteration 65Q: 3 clusters Score -2.099272e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 167993 members 
Entering Unmasked Estep 
Score: -20992722.000000 Penalty: 5970.165527
	Iteration 66F: 3 clusters Score -2.099272e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Entering Unmasked Estep 
Score: -282304.437500 Penalty: 1954.158203
	Iteration 0F: 2 clusters Score -282304.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -279439.531250 Penalty: 3908.316406
	Iteration 0F: 3 clusters Score -279439.5 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -281024.031250 Penalty: 3908.316406
	Iteration 1F: 3 clusters Score -281024 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -283884.625000 Penalty: 3908.316406
	Iteration 2F: 3 clusters Score -283884.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -287216.187500 Penalty: 3908.316406
	Iteration 3F: 3 clusters Score -287216.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -290054.156250 Penalty: 3908.316406
	Iteration 4F: 3 clusters Score -290054.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -292028.156250 Penalty: 3908.316406
	Iteration 5Q: 3 clusters Score -292028.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -292508.562500 Penalty: 3908.316406
	Iteration 6Q: 3 clusters Score -292508.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -292661.781250 Penalty: 3908.316406
	Iteration 7Q: 3 clusters Score -292661.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -292935.375000 Penalty: 3908.316406
	Iteration 8Q: 3 clusters Score -292935.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -293278.812500 Penalty: 3908.316406
	Iteration 9Q: 3 clusters Score -293278.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -293373.531250 Penalty: 3908.316406
	Iteration 10Q: 3 clusters Score -293373.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -293422.593750 Penalty: 3908.316406
	Iteration 11Q: 3 clusters Score -293422.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -293519.125000 Penalty: 3908.316406
	Iteration 12Q: 3 clusters Score -293519.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -293618.468750 Penalty: 3908.316406
	Iteration 13Q: 3 clusters Score -293618.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -293620.656250 Penalty: 3908.316406
	Iteration 14Q: 3 clusters Score -293620.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -293621.562500 Penalty: 3908.316406
	Iteration 15Q: 3 clusters Score -293621.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -293622.500000 Penalty: 3908.316406
	Iteration 16Q: 3 clusters Score -293622.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -293622.500000 Penalty: 3908.316406
	Iteration 17F: 3 clusters Score -293622.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 9433 members 
Mstep: Class 3 contains 39183 members 
Mstep: Class 4 contains 40698 members 
Mstep: Class 5 contains 5923 members 
Mstep: Class 6 contains 8441 members 
Mstep: Class 7 contains 19576 members 
Mstep: Class 8 contains 82743 members 
Mstep: Class 9 contains 5282 members 
Mstep: Class 10 contains 138325 members 
Mstep: Class 11 contains 14914 members 
Mstep: Class 12 contains 3565 members 
Mstep: Class 13 contains 218542 members 
Mstep: Class 14 contains 1251 members 
Mstep: Class 15 contains 1338 members 
Mstep: Class 16 contains 2903 members 
Mstep: Class 18 contains 2485 members 
Mstep: Class 19 contains 60275 members 
Mstep: Class 20 contains 168826 members 
Mstep: Class 21 contains 1392 members 
Mstep: Class 22 contains 9248 members 
Entering Unmasked Estep 
Score: -104717088.000000 Penalty: 71150.023438
Splitting cluster 21 changes total score from -104695056.000000 to -104717088.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 22 (9248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Entering Unmasked Estep 
Score: -1092198.375000 Penalty: 2264.776367
	Iteration 0F: 2 clusters Score -1092198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1084966.875000 Penalty: 4529.552734
	Iteration 0F: 3 clusters Score -1084967 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1087023.375000 Penalty: 4529.552734
	Iteration 1F: 3 clusters Score -1087023 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1087428.250000 Penalty: 4529.552734
	Iteration 2F: 3 clusters Score -1087428 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1087855.250000 Penalty: 4529.552734
	Iteration 3F: 3 clusters Score -1087855 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1088363.500000 Penalty: 4529.552734
	Iteration 4F: 3 clusters Score -1088364 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1088798.625000 Penalty: 4529.552734
	Iteration 5F: 3 clusters Score -1088799 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1089324.500000 Penalty: 4529.552734
	Iteration 6F: 3 clusters Score -1089324 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1089967.375000 Penalty: 4529.552734
	Iteration 7F: 3 clusters Score -1089967 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1090645.375000 Penalty: 4529.552734
	Iteration 8F: 3 clusters Score -1090645 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1091143.000000 Penalty: 4529.552734
	Iteration 9F: 3 clusters Score -1091143 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1091434.125000 Penalty: 4529.552734
	Iteration 10Q: 3 clusters Score -1091434 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1091586.125000 Penalty: 4529.552734
	Iteration 11Q: 3 clusters Score -1091586 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1091653.375000 Penalty: 4529.552734
	Iteration 12Q: 3 clusters Score -1091653 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1091690.000000 Penalty: 4529.552734
	Iteration 13Q: 3 clusters Score -1091690 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1091718.000000 Penalty: 4529.552734
	Iteration 14Q: 3 clusters Score -1091718 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1091730.250000 Penalty: 4529.552734
	Iteration 15Q: 3 clusters Score -1091730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1091739.500000 Penalty: 4529.552734
	Iteration 16Q: 3 clusters Score -1091740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1091740.875000 Penalty: 4529.552734
	Iteration 17Q: 3 clusters Score -1091741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1091743.000000 Penalty: 4529.552734
	Iteration 18Q: 3 clusters Score -1091743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1091745.250000 Penalty: 4529.552734
	Iteration 19Q: 3 clusters Score -1091745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1091744.375000 Penalty: 4529.552734
	Iteration 20F: 3 clusters Score -1091744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1091745.875000 Penalty: 4529.552734
	Iteration 21Q: 3 clusters Score -1091746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1091746.250000 Penalty: 4529.552734
	Iteration 22Q: 3 clusters Score -1091746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1091746.500000 Penalty: 4529.552734
	Iteration 23Q: 3 clusters Score -1091746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1091747.750000 Penalty: 4529.552734
	Iteration 24Q: 3 clusters Score -1091748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1091747.750000 Penalty: 4529.552734
	Iteration 25F: 3 clusters Score -1091748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 9433 members 
Mstep: Class 3 contains 39183 members 
Mstep: Class 6 contains 8441 members 
Mstep: Class 7 contains 19576 members 
Mstep: Class 8 contains 82743 members 
Mstep: Class 9 contains 5282 members 
Mstep: Class 11 contains 14914 members 
Mstep: Class 12 contains 3565 members 
Mstep: Class 13 contains 218542 members 
Mstep: Class 15 contains 1338 members 
Mstep: Class 16 contains 2903 members 
Mstep: Class 18 contains 2485 members 
Mstep: Class 19 contains 60275 members 
Mstep: Class 20 contains 168826 members 
Mstep: Class 21 contains 1392 members 
Mstep: Class 22 contains 9248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104723768.000000 Penalty: 71150.023438
Iteration 39Q: 22 clusters Score -1.047238e+08 nChanged 18506
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 23119 members 
Mstep: Class 2 contains 9630 members 
Mstep: Class 3 contains 39591 members 
Mstep: Class 4 contains 38947 members 
Mstep: Class 5 contains 5930 members 
Mstep: Class 6 contains 8456 members 
Mstep: Class 7 contains 19773 members 
Mstep: Class 8 contains 83757 members 
Mstep: Class 9 contains 5570 members 
Mstep: Class 10 contains 135849 members 
Mstep: Class 11 contains 15536 members 
Mstep: Class 12 contains 3528 members 
Mstep: Class 13 contains 215807 members 
Mstep: Class 14 contains 1221 members 
Mstep: Class 15 contains 1338 members 
Mstep: Class 16 contains 2965 members 
Mstep: Class 18 contains 2370 members 
Mstep: Class 19 contains 60227 members 
Mstep: Class 20 contains 173367 members 
Mstep: Class 21 contains 1394 members 
Mstep: Class 22 contains 9025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104729296.000000 Penalty: 71150.023438
Iteration 40F: 22 clusters Score -1.047293e+08 nChanged 16387
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 9820 members 
Mstep: Class 3 contains 39899 members 
Mstep: Class 4 contains 38938 members 
Mstep: Class 5 contains 5978 members 
Mstep: Class 6 contains 8252 members 
Mstep: Class 7 contains 19656 members 
Mstep: Class 8 contains 83576 members 
Mstep: Class 9 contains 5775 members 
Mstep: Class 10 contains 136655 members 
Mstep: Class 11 contains 15838 members 
Mstep: Class 12 contains 3451 members 
Mstep: Class 13 contains 212261 members 
Mstep: Class 14 contains 1539 members 
Mstep: Class 15 contains 1337 members 
Mstep: Class 16 contains 3049 members 
Mstep: Class 18 contains 2237 members 
Mstep: Class 19 contains 60188 members 
Mstep: Class 20 contains 176092 members 
Mstep: Class 21 contains 1391 members 
Mstep: Class 22 contains 8744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 3297.759766 but Gain 3388.093750
Score: -104732624.000000 Penalty: 67761.929688
Iteration 41Q: 21 clusters Score -1.047326e+08 nChanged 14661
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 10133 members 
Mstep: Class 3 contains 40161 members 
Mstep: Class 4 contains 39096 members 
Mstep: Class 5 contains 6055 members 
Mstep: Class 6 contains 8140 members 
Mstep: Class 7 contains 19626 members 
Mstep: Class 8 contains 84015 members 
Mstep: Class 9 contains 5937 members 
Mstep: Class 10 contains 137183 members 
Mstep: Class 11 contains 16215 members 
Mstep: Class 12 contains 3604 members 
Mstep: Class 13 contains 209349 members 
Mstep: Class 14 contains 1738 members 
Mstep: Class 15 contains 1337 members 
Mstep: Class 16 contains 3099 members 
Mstep: Class 19 contains 60095 members 
Mstep: Class 20 contains 179253 members 
Mstep: Class 21 contains 1390 members 
Mstep: Class 22 contains 8428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104737936.000000 Penalty: 67761.929688
Iteration 42Q: 21 clusters Score -1.047379e+08 nChanged 11731
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 10481 members 
Mstep: Class 3 contains 40415 members 
Mstep: Class 4 contains 39215 members 
Mstep: Class 5 contains 6145 members 
Mstep: Class 6 contains 8080 members 
Mstep: Class 7 contains 19594 members 
Mstep: Class 8 contains 83554 members 
Mstep: Class 9 contains 6068 members 
Mstep: Class 10 contains 137222 members 
Mstep: Class 11 contains 16623 members 
Mstep: Class 12 contains 3812 members 
Mstep: Class 13 contains 206107 members 
Mstep: Class 14 contains 1884 members 
Mstep: Class 15 contains 1337 members 
Mstep: Class 16 contains 3114 members 
Mstep: Class 19 contains 59941 members 
Mstep: Class 20 contains 181894 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 8086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104740168.000000 Penalty: 67761.929688
Iteration 43Q: 21 clusters Score -1.047402e+08 nChanged 10577
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 10792 members 
Mstep: Class 3 contains 40687 members 
Mstep: Class 4 contains 39344 members 
Mstep: Class 5 contains 6234 members 
Mstep: Class 6 contains 8003 members 
Mstep: Class 7 contains 19627 members 
Mstep: Class 8 contains 83057 members 
Mstep: Class 9 contains 6171 members 
Mstep: Class 10 contains 137067 members 
Mstep: Class 11 contains 17055 members 
Mstep: Class 12 contains 4016 members 
Mstep: Class 13 contains 203104 members 
Mstep: Class 14 contains 1995 members 
Mstep: Class 15 contains 1337 members 
Mstep: Class 16 contains 3108 members 
Mstep: Class 19 contains 59777 members 
Mstep: Class 20 contains 184464 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 7802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104742016.000000 Penalty: 67761.929688
Iteration 44Q: 21 clusters Score -1.04742e+08 nChanged 9555
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 11091 members 
Mstep: Class 3 contains 40936 members 
Mstep: Class 4 contains 39489 members 
Mstep: Class 5 contains 6318 members 
Mstep: Class 6 contains 7965 members 
Mstep: Class 7 contains 19607 members 
Mstep: Class 8 contains 82598 members 
Mstep: Class 9 contains 6258 members 
Mstep: Class 10 contains 136841 members 
Mstep: Class 11 contains 17466 members 
Mstep: Class 12 contains 4116 members 
Mstep: Class 13 contains 200214 members 
Mstep: Class 14 contains 2074 members 
Mstep: Class 15 contains 1337 members 
Mstep: Class 16 contains 3098 members 
Mstep: Class 19 contains 59623 members 
Mstep: Class 20 contains 187076 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 7596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104743032.000000 Penalty: 67761.929688
Iteration 45Q: 21 clusters Score -1.04743e+08 nChanged 8792
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 11338 members 
Mstep: Class 3 contains 41198 members 
Mstep: Class 4 contains 39650 members 
Mstep: Class 5 contains 6376 members 
Mstep: Class 6 contains 7915 members 
Mstep: Class 7 contains 19607 members 
Mstep: Class 8 contains 82228 members 
Mstep: Class 9 contains 6324 members 
Mstep: Class 10 contains 136531 members 
Mstep: Class 11 contains 17842 members 
Mstep: Class 12 contains 4172 members 
Mstep: Class 13 contains 197268 members 
Mstep: Class 14 contains 2130 members 
Mstep: Class 15 contains 1337 members 
Mstep: Class 16 contains 3061 members 
Mstep: Class 19 contains 59472 members 
Mstep: Class 20 contains 189840 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 7444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104744320.000000 Penalty: 67761.929688
Iteration 46Q: 21 clusters Score -1.047443e+08 nChanged 8207
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 11567 members 
Mstep: Class 3 contains 41473 members 
Mstep: Class 4 contains 39807 members 
Mstep: Class 5 contains 6428 members 
Mstep: Class 6 contains 7868 members 
Mstep: Class 7 contains 19626 members 
Mstep: Class 8 contains 81910 members 
Mstep: Class 9 contains 6373 members 
Mstep: Class 10 contains 136304 members 
Mstep: Class 11 contains 18191 members 
Mstep: Class 12 contains 4207 members 
Mstep: Class 13 contains 194316 members 
Mstep: Class 14 contains 2175 members 
Mstep: Class 15 contains 1337 members 
Mstep: Class 16 contains 3016 members 
Mstep: Class 19 contains 59337 members 
Mstep: Class 20 contains 192511 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 7311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104745336.000000 Penalty: 67761.929688
Iteration 47Q: 21 clusters Score -1.047453e+08 nChanged 7504
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 11753 members 
Mstep: Class 3 contains 41723 members 
Mstep: Class 4 contains 39934 members 
Mstep: Class 5 contains 6475 members 
Mstep: Class 6 contains 7830 members 
Mstep: Class 7 contains 19625 members 
Mstep: Class 8 contains 81669 members 
Mstep: Class 9 contains 6409 members 
Mstep: Class 10 contains 135989 members 
Mstep: Class 11 contains 18541 members 
Mstep: Class 12 contains 4215 members 
Mstep: Class 13 contains 191550 members 
Mstep: Class 14 contains 2194 members 
Mstep: Class 15 contains 1337 members 
Mstep: Class 16 contains 2968 members 
Mstep: Class 19 contains 59273 members 
Mstep: Class 20 contains 195089 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 7184 members 
Entering Unmasked Estep 
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Score: -104746080.000000 Penalty: 67761.929688
Iteration 48Q: 21 clusters Score -1.047461e+08 nChanged 6783
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 11927 members 
Mstep: Class 3 contains 41947 members 
Mstep: Class 4 contains 40029 members 
Mstep: Class 5 contains 6501 members 
Mstep: Class 6 contains 7794 members 
Mstep: Class 7 contains 19603 members 
Mstep: Class 8 contains 81479 members 
Mstep: Class 9 contains 6441 members 
Mstep: Class 10 contains 135699 members 
Mstep: Class 11 contains 18853 members 
Mstep: Class 12 contains 4213 members 
Mstep: Class 13 contains 188987 members 
Mstep: Class 14 contains 2212 members 
Mstep: Class 15 contains 1337 members 
Mstep: Class 16 contains 2914 members 
Mstep: Class 19 contains 59244 members 
Mstep: Class 20 contains 197499 members 
Mstep: Class 21 contains 1388 members 
Mstep: Class 22 contains 7062 members 
Entering Unmasked Estep 
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Score: -104746760.000000 Penalty: 67761.929688
Iteration 49Q: 21 clusters Score -1.047468e+08 nChanged 6104
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 12074 members 
Mstep: Class 3 contains 42175 members 
Mstep: Class 4 contains 40141 members 
Mstep: Class 5 contains 6525 members 
Mstep: Class 6 contains 7772 members 
Mstep: Class 7 contains 19618 members 
Mstep: Class 8 contains 81286 members 
Mstep: Class 9 contains 6458 members 
Mstep: Class 10 contains 135394 members 
Mstep: Class 11 contains 19135 members 
Mstep: Class 12 contains 4202 members 
Mstep: Class 13 contains 186712 members 
Mstep: Class 14 contains 2225 members 
Mstep: Class 15 contains 1337 members 
Mstep: Class 16 contains 2863 members 
Mstep: Class 19 contains 59194 members 
Mstep: Class 20 contains 199640 members 
Mstep: Class 21 contains 1388 members 
Mstep: Class 22 contains 6978 members 
Entering Unmasked Estep 
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Score: -104747376.000000 Penalty: 67761.929688
Iteration 50Q: 21 clusters Score -1.047474e+08 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 12188 members 
Mstep: Class 3 contains 42369 members 
Mstep: Class 4 contains 40211 members 
Mstep: Class 5 contains 6538 members 
Mstep: Class 6 contains 7735 members 
Mstep: Class 7 contains 19666 members 
Mstep: Class 8 contains 81155 members 
Mstep: Class 9 contains 6470 members 
Mstep: Class 10 contains 135006 members 
Mstep: Class 11 contains 19414 members 
Mstep: Class 12 contains 4194 members 
Mstep: Class 13 contains 184708 members 
Mstep: Class 14 contains 2236 members 
Mstep: Class 15 contains 1337 members 
Mstep: Class 16 contains 2833 members 
Mstep: Class 19 contains 59142 members 
Mstep: Class 20 contains 201608 members 
Mstep: Class 21 contains 1388 members 
Mstep: Class 22 contains 6907 members 
Entering Unmasked Estep 
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Score: -104747464.000000 Penalty: 67761.929688
Iteration 51Q: 21 clusters Score -1.047475e+08 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 12283 members 
Mstep: Class 3 contains 42572 members 
Mstep: Class 4 contains 40221 members 
Mstep: Class 5 contains 6549 members 
Mstep: Class 6 contains 7704 members 
Mstep: Class 7 contains 19761 members 
Mstep: Class 8 contains 81062 members 
Mstep: Class 9 contains 6481 members 
Mstep: Class 10 contains 134662 members 
Mstep: Class 11 contains 19670 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 182844 members 
Mstep: Class 14 contains 2242 members 
Mstep: Class 15 contains 1337 members 
Mstep: Class 16 contains 2796 members 
Mstep: Class 19 contains 59091 members 
Mstep: Class 20 contains 203408 members 
Mstep: Class 21 contains 1388 members 
Mstep: Class 22 contains 6849 members 
Entering Unmasked Estep 
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Score: -104747968.000000 Penalty: 67761.929688
Iteration 52Q: 21 clusters Score -1.04748e+08 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 12393 members 
Mstep: Class 3 contains 42764 members 
Mstep: Class 4 contains 40213 members 
Mstep: Class 5 contains 6558 members 
Mstep: Class 6 contains 7675 members 
Mstep: Class 7 contains 19816 members 
Mstep: Class 8 contains 81001 members 
Mstep: Class 9 contains 6488 members 
Mstep: Class 10 contains 134209 members 
Mstep: Class 11 contains 19901 members 
Mstep: Class 12 contains 4195 members 
Mstep: Class 13 contains 181399 members 
Mstep: Class 14 contains 2244 members 
Mstep: Class 15 contains 1338 members 
Mstep: Class 16 contains 2744 members 
Mstep: Class 19 contains 59040 members 
Mstep: Class 20 contains 204956 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 6786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104748496.000000 Penalty: 67761.929688
Iteration 53Q: 21 clusters Score -1.047485e+08 nChanged 4917
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 12500 members 
Mstep: Class 3 contains 42963 members 
Mstep: Class 4 contains 40221 members 
Mstep: Class 5 contains 6564 members 
Mstep: Class 6 contains 7640 members 
Mstep: Class 7 contains 19841 members 
Mstep: Class 8 contains 80956 members 
Mstep: Class 9 contains 6493 members 
Mstep: Class 10 contains 133774 members 
Mstep: Class 11 contains 20120 members 
Mstep: Class 12 contains 4187 members 
Mstep: Class 13 contains 180188 members 
Mstep: Class 14 contains 2249 members 
Mstep: Class 15 contains 1338 members 
Mstep: Class 16 contains 2694 members 
Mstep: Class 19 contains 59041 members 
Mstep: Class 20 contains 206229 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 6728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104749368.000000 Penalty: 67761.929688
Iteration 54Q: 21 clusters Score -1.047494e+08 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 12590 members 
Mstep: Class 3 contains 43174 members 
Mstep: Class 4 contains 40186 members 
Mstep: Class 5 contains 6571 members 
Mstep: Class 6 contains 7604 members 
Mstep: Class 7 contains 19859 members 
Mstep: Class 8 contains 80955 members 
Mstep: Class 9 contains 6494 members 
Mstep: Class 10 contains 133327 members 
Mstep: Class 11 contains 20321 members 
Mstep: Class 12 contains 4175 members 
Mstep: Class 13 contains 179155 members 
Mstep: Class 14 contains 2250 members 
Mstep: Class 15 contains 1338 members 
Mstep: Class 16 contains 2649 members 
Mstep: Class 19 contains 59026 members 
Mstep: Class 20 contains 207376 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 6673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104749280.000000 Penalty: 67761.929688
Iteration 55Q: 21 clusters Score -1.047493e+08 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 12683 members 
Mstep: Class 3 contains 43366 members 
Mstep: Class 4 contains 40144 members 
Mstep: Class 5 contains 6574 members 
Mstep: Class 6 contains 7578 members 
Mstep: Class 7 contains 19866 members 
Mstep: Class 8 contains 80949 members 
Mstep: Class 9 contains 6500 members 
Mstep: Class 10 contains 132893 members 
Mstep: Class 11 contains 20497 members 
Mstep: Class 12 contains 4161 members 
Mstep: Class 13 contains 178414 members 
Mstep: Class 14 contains 2255 members 
Mstep: Class 15 contains 1338 members 
Mstep: Class 16 contains 2606 members 
Mstep: Class 19 contains 59002 members 
Mstep: Class 20 contains 208261 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 6632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104749576.000000 Penalty: 67761.929688
Iteration 56Q: 21 clusters Score -1.047496e+08 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 12772 members 
Mstep: Class 3 contains 43550 members 
Mstep: Class 4 contains 40101 members 
Mstep: Class 5 contains 6579 members 
Mstep: Class 6 contains 7536 members 
Mstep: Class 7 contains 19890 members 
Mstep: Class 8 contains 80922 members 
Mstep: Class 9 contains 6505 members 
Mstep: Class 10 contains 132450 members 
Mstep: Class 11 contains 20679 members 
Mstep: Class 12 contains 4152 members 
Mstep: Class 13 contains 177943 members 
Mstep: Class 14 contains 2259 members 
Mstep: Class 15 contains 1338 members 
Mstep: Class 16 contains 2561 members 
Mstep: Class 19 contains 58980 members 
Mstep: Class 20 contains 208908 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 6597 members 
Entering Unmasked Estep 
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Score: -104750080.000000 Penalty: 67761.929688
Iteration 57Q: 21 clusters Score -1.047501e+08 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 12850 members 
Mstep: Class 3 contains 43725 members 
Mstep: Class 4 contains 40026 members 
Mstep: Class 5 contains 6582 members 
Mstep: Class 6 contains 7490 members 
Mstep: Class 7 contains 19949 members 
Mstep: Class 8 contains 80925 members 
Mstep: Class 9 contains 6507 members 
Mstep: Class 10 contains 131958 members 
Mstep: Class 11 contains 20851 members 
Mstep: Class 12 contains 4141 members 
Mstep: Class 13 contains 177623 members 
Mstep: Class 14 contains 2261 members 
Mstep: Class 15 contains 1338 members 
Mstep: Class 16 contains 2516 members 
Mstep: Class 19 contains 58957 members 
Mstep: Class 20 contains 209470 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 6565 members 
Entering Unmasked Estep 
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Iteration 58Q: 21 clusters Score -1.047503e+08 nChanged 4393
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 12933 members 
Mstep: Class 3 contains 43899 members 
Mstep: Class 4 contains 39945 members 
Mstep: Class 5 contains 6589 members 
Mstep: Class 6 contains 7434 members 
Mstep: Class 7 contains 19985 members 
Mstep: Class 8 contains 80896 members 
Mstep: Class 9 contains 6509 members 
Mstep: Class 10 contains 131489 members 
Mstep: Class 11 contains 21027 members 
Mstep: Class 12 contains 4144 members 
Mstep: Class 13 contains 177299 members 
Mstep: Class 14 contains 2265 members 
Mstep: Class 15 contains 1338 members 
Mstep: Class 16 contains 2469 members 
Mstep: Class 19 contains 58948 members 
Mstep: Class 20 contains 210041 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 6535 members 
Entering Unmasked Estep 
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Score: -104750800.000000 Penalty: 67761.929688
Iteration 59Q: 21 clusters Score -1.047508e+08 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 13021 members 
Mstep: Class 3 contains 44126 members 
Mstep: Class 4 contains 39856 members 
Mstep: Class 5 contains 6593 members 
Mstep: Class 6 contains 7359 members 
Mstep: Class 7 contains 20036 members 
Mstep: Class 8 contains 80865 members 
Mstep: Class 9 contains 6513 members 
Mstep: Class 10 contains 131053 members 
Mstep: Class 11 contains 21207 members 
Mstep: Class 12 contains 4145 members 
Mstep: Class 13 contains 177037 members 
Mstep: Class 14 contains 2266 members 
Mstep: Class 15 contains 1338 members 
Mstep: Class 16 contains 2432 members 
Mstep: Class 19 contains 58966 members 
Mstep: Class 20 contains 210432 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 6511 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 60F: 21 clusters Score -1.047513e+08 nChanged 4471
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 13106 members 
Mstep: Class 3 contains 44363 members 
Mstep: Class 4 contains 39758 members 
Mstep: Class 5 contains 6584 members 
Mstep: Class 6 contains 7274 members 
Mstep: Class 7 contains 20079 members 
Mstep: Class 8 contains 80838 members 
Mstep: Class 9 contains 6516 members 
Mstep: Class 10 contains 130634 members 
Mstep: Class 11 contains 21391 members 
Mstep: Class 12 contains 4150 members 
Mstep: Class 13 contains 176896 members 
Mstep: Class 14 contains 2267 members 
Mstep: Class 15 contains 1337 members 
Mstep: Class 16 contains 2400 members 
Mstep: Class 19 contains 58970 members 
Mstep: Class 20 contains 210723 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 6490 members 
Entering Unmasked Estep 
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Iteration 61Q: 21 clusters Score -1.04752e+08 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 13192 members 
Mstep: Class 3 contains 44586 members 
Mstep: Class 4 contains 39642 members 
Mstep: Class 5 contains 6592 members 
Mstep: Class 6 contains 7192 members 
Mstep: Class 7 contains 20136 members 
Mstep: Class 8 contains 80746 members 
Mstep: Class 9 contains 6517 members 
Mstep: Class 10 contains 130216 members 
Mstep: Class 11 contains 21582 members 
Mstep: Class 12 contains 4158 members 
Mstep: Class 13 contains 176908 members 
Mstep: Class 14 contains 2268 members 
Mstep: Class 15 contains 1337 members 
Mstep: Class 16 contains 2365 members 
Mstep: Class 19 contains 58953 members 
Mstep: Class 20 contains 210938 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 6467 members 
Entering Unmasked Estep 
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Iteration 62Q: 21 clusters Score -1.047523e+08 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 13285 members 
Mstep: Class 3 contains 44824 members 
Mstep: Class 4 contains 39543 members 
Mstep: Class 5 contains 6600 members 
Mstep: Class 6 contains 7100 members 
Mstep: Class 7 contains 20207 members 
Mstep: Class 8 contains 80699 members 
Mstep: Class 9 contains 6517 members 
Mstep: Class 10 contains 129704 members 
Mstep: Class 11 contains 21778 members 
Mstep: Class 12 contains 4164 members 
Mstep: Class 13 contains 177119 members 
Mstep: Class 14 contains 2269 members 
Mstep: Class 15 contains 1337 members 
Mstep: Class 16 contains 2315 members 
Mstep: Class 19 contains 58943 members 
Mstep: Class 20 contains 210982 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 6440 members 
Entering Unmasked Estep 
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Iteration 63Q: 21 clusters Score -1.047525e+08 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 13346 members 
Mstep: Class 3 contains 45031 members 
Mstep: Class 4 contains 39410 members 
Mstep: Class 5 contains 6607 members 
Mstep: Class 6 contains 7015 members 
Mstep: Class 7 contains 20346 members 
Mstep: Class 8 contains 80620 members 
Mstep: Class 9 contains 6519 members 
Mstep: Class 10 contains 129096 members 
Mstep: Class 11 contains 22007 members 
Mstep: Class 12 contains 4163 members 
Mstep: Class 13 contains 177353 members 
Mstep: Class 14 contains 2269 members 
Mstep: Class 15 contains 1338 members 
Mstep: Class 16 contains 2285 members 
Mstep: Class 19 contains 58960 members 
Mstep: Class 20 contains 211066 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 6410 members 
Entering Unmasked Estep 
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Iteration 64Q: 21 clusters Score -1.04753e+08 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22147 members 
Mstep: Class 2 contains 13416 members 
Mstep: Class 3 contains 45240 members 
Mstep: Class 4 contains 39283 members 
Mstep: Class 5 contains 6611 members 
Mstep: Class 6 contains 6915 members 
Mstep: Class 7 contains 20569 members 
Mstep: Class 8 contains 80534 members 
Mstep: Class 9 contains 6520 members 
Mstep: Class 10 contains 128470 members 
Mstep: Class 11 contains 22205 members 
Mstep: Class 12 contains 4157 members 
Mstep: Class 13 contains 177702 members 
Mstep: Class 14 contains 2269 members 
Mstep: Class 15 contains 1338 members 
Mstep: Class 16 contains 2257 members 
Mstep: Class 19 contains 58980 members 
Mstep: Class 20 contains 211019 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 6381 members 
Entering Unmasked Estep 
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Iteration 65Q: 21 clusters Score -1.047538e+08 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 13463 members 
Mstep: Class 3 contains 45459 members 
Mstep: Class 4 contains 39120 members 
Mstep: Class 5 contains 6613 members 
Mstep: Class 6 contains 6802 members 
Mstep: Class 7 contains 20871 members 
Mstep: Class 8 contains 80440 members 
Mstep: Class 9 contains 6521 members 
Mstep: Class 10 contains 127832 members 
Mstep: Class 11 contains 22427 members 
Mstep: Class 12 contains 4152 members 
Mstep: Class 13 contains 178084 members 
Mstep: Class 14 contains 2269 members 
Mstep: Class 15 contains 1338 members 
Mstep: Class 16 contains 2225 members 
Mstep: Class 19 contains 58980 members 
Mstep: Class 20 contains 210927 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 6354 members 
Entering Unmasked Estep 
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Iteration 66Q: 21 clusters Score -1.047544e+08 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 13516 members 
Mstep: Class 3 contains 45681 members 
Mstep: Class 4 contains 38965 members 
Mstep: Class 5 contains 6611 members 
Mstep: Class 6 contains 6684 members 
Mstep: Class 7 contains 21193 members 
Mstep: Class 8 contains 80352 members 
Mstep: Class 9 contains 6526 members 
Mstep: Class 10 contains 127146 members 
Mstep: Class 11 contains 22648 members 
Mstep: Class 12 contains 4153 members 
Mstep: Class 13 contains 178525 members 
Mstep: Class 14 contains 2268 members 
Mstep: Class 15 contains 1338 members 
Mstep: Class 16 contains 2196 members 
Mstep: Class 19 contains 58961 members 
Mstep: Class 20 contains 210801 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 6334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104754896.000000 Penalty: 67761.929688
Iteration 67Q: 21 clusters Score -1.047549e+08 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 13574 members 
Mstep: Class 3 contains 45901 members 
Mstep: Class 4 contains 38819 members 
Mstep: Class 5 contains 6612 members 
Mstep: Class 6 contains 6582 members 
Mstep: Class 7 contains 21500 members 
Mstep: Class 8 contains 80248 members 
Mstep: Class 9 contains 6535 members 
Mstep: Class 10 contains 126463 members 
Mstep: Class 11 contains 22837 members 
Mstep: Class 12 contains 4152 members 
Mstep: Class 13 contains 179020 members 
Mstep: Class 14 contains 2268 members 
Mstep: Class 15 contains 1338 members 
Mstep: Class 16 contains 2153 members 
Mstep: Class 19 contains 58933 members 
Mstep: Class 20 contains 210658 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 6313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104755704.000000 Penalty: 67761.929688
Iteration 68Q: 21 clusters Score -1.047557e+08 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 13626 members 
Mstep: Class 3 contains 46134 members 
Mstep: Class 4 contains 38672 members 
Mstep: Class 5 contains 6618 members 
Mstep: Class 6 contains 6464 members 
Mstep: Class 7 contains 21821 members 
Mstep: Class 8 contains 80143 members 
Mstep: Class 9 contains 6542 members 
Mstep: Class 10 contains 125775 members 
Mstep: Class 11 contains 23066 members 
Mstep: Class 12 contains 4157 members 
Mstep: Class 13 contains 179440 members 
Mstep: Class 14 contains 2268 members 
Mstep: Class 15 contains 1338 members 
Mstep: Class 16 contains 2108 members 
Mstep: Class 19 contains 58930 members 
Mstep: Class 20 contains 210529 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 6291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104755728.000000 Penalty: 67761.929688
Iteration 69Q: 21 clusters Score -1.047557e+08 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 13701 members 
Mstep: Class 3 contains 46417 members 
Mstep: Class 4 contains 38540 members 
Mstep: Class 5 contains 6622 members 
Mstep: Class 6 contains 6326 members 
Mstep: Class 7 contains 22144 members 
Mstep: Class 8 contains 80032 members 
Mstep: Class 9 contains 6547 members 
Mstep: Class 10 contains 125142 members 
Mstep: Class 11 contains 23305 members 
Mstep: Class 12 contains 4167 members 
Mstep: Class 13 contains 179923 members 
Mstep: Class 14 contains 2268 members 
Mstep: Class 15 contains 1338 members 
Mstep: Class 16 contains 2058 members 
Mstep: Class 19 contains 58924 members 
Mstep: Class 20 contains 210224 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 6274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104755856.000000 Penalty: 67761.929688
Iteration 70Q: 21 clusters Score -1.047559e+08 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 13761 members 
Mstep: Class 3 contains 46675 members 
Mstep: Class 4 contains 38407 members 
Mstep: Class 5 contains 6623 members 
Mstep: Class 6 contains 6184 members 
Mstep: Class 7 contains 22449 members 
Mstep: Class 8 contains 79912 members 
Mstep: Class 9 contains 6548 members 
Mstep: Class 10 contains 124531 members 
Mstep: Class 11 contains 23523 members 
Mstep: Class 12 contains 4175 members 
Mstep: Class 13 contains 180464 members 
Mstep: Class 14 contains 2269 members 
Mstep: Class 15 contains 1338 members 
Mstep: Class 16 contains 2017 members 
Mstep: Class 19 contains 58907 members 
Mstep: Class 20 contains 209933 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 6254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104756312.000000 Penalty: 67761.929688
Iteration 71Q: 21 clusters Score -1.047563e+08 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 13811 members 
Mstep: Class 3 contains 46920 members 
Mstep: Class 4 contains 38289 members 
Mstep: Class 5 contains 6625 members 
Mstep: Class 6 contains 6034 members 
Mstep: Class 7 contains 22768 members 
Mstep: Class 8 contains 79814 members 
Mstep: Class 9 contains 6549 members 
Mstep: Class 10 contains 123917 members 
Mstep: Class 11 contains 23734 members 
Mstep: Class 12 contains 4181 members 
Mstep: Class 13 contains 180946 members 
Mstep: Class 14 contains 2270 members 
Mstep: Class 15 contains 1338 members 
Mstep: Class 16 contains 1985 members 
Mstep: Class 19 contains 58902 members 
Mstep: Class 20 contains 209674 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 6229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104756496.000000 Penalty: 67761.929688
Iteration 72Q: 21 clusters Score -1.047565e+08 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 13846 members 
Mstep: Class 3 contains 47182 members 
Mstep: Class 4 contains 38169 members 
Mstep: Class 5 contains 6625 members 
Mstep: Class 6 contains 5873 members 
Mstep: Class 7 contains 23027 members 
Mstep: Class 8 contains 79716 members 
Mstep: Class 9 contains 6555 members 
Mstep: Class 10 contains 123298 members 
Mstep: Class 11 contains 23958 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 181462 members 
Mstep: Class 14 contains 2270 members 
Mstep: Class 15 contains 1338 members 
Mstep: Class 16 contains 1943 members 
Mstep: Class 19 contains 58896 members 
Mstep: Class 20 contains 209439 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 6206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104756672.000000 Penalty: 67761.929688
Iteration 73Q: 21 clusters Score -1.047567e+08 nChanged 3207
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 13882 members 
Mstep: Class 3 contains 47454 members 
Mstep: Class 4 contains 38086 members 
Mstep: Class 5 contains 6624 members 
Mstep: Class 6 contains 5735 members 
Mstep: Class 7 contains 23238 members 
Mstep: Class 8 contains 79640 members 
Mstep: Class 9 contains 6559 members 
Mstep: Class 10 contains 122691 members 
Mstep: Class 11 contains 24167 members 
Mstep: Class 12 contains 4201 members 
Mstep: Class 13 contains 181995 members 
Mstep: Class 14 contains 2270 members 
Mstep: Class 15 contains 1338 members 
Mstep: Class 16 contains 1925 members 
Mstep: Class 19 contains 58876 members 
Mstep: Class 20 contains 209125 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 6195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104756864.000000 Penalty: 67761.929688
Iteration 74Q: 21 clusters Score -1.047569e+08 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 13922 members 
Mstep: Class 3 contains 47683 members 
Mstep: Class 4 contains 38018 members 
Mstep: Class 5 contains 6622 members 
Mstep: Class 6 contains 5596 members 
Mstep: Class 7 contains 23417 members 
Mstep: Class 8 contains 79554 members 
Mstep: Class 9 contains 6563 members 
Mstep: Class 10 contains 122102 members 
Mstep: Class 11 contains 24328 members 
Mstep: Class 12 contains 4209 members 
Mstep: Class 13 contains 182577 members 
Mstep: Class 14 contains 2270 members 
Mstep: Class 15 contains 1338 members 
Mstep: Class 16 contains 1905 members 
Mstep: Class 19 contains 58836 members 
Mstep: Class 20 contains 208879 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 6186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104757272.000000 Penalty: 67761.929688
Iteration 75Q: 21 clusters Score -1.047573e+08 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 13974 members 
Mstep: Class 3 contains 47910 members 
Mstep: Class 4 contains 37936 members 
Mstep: Class 5 contains 6622 members 
Mstep: Class 6 contains 5483 members 
Mstep: Class 7 contains 23597 members 
Mstep: Class 8 contains 79465 members 
Mstep: Class 9 contains 6565 members 
Mstep: Class 10 contains 121555 members 
Mstep: Class 11 contains 24484 members 
Mstep: Class 12 contains 4213 members 
Mstep: Class 13 contains 183051 members 
Mstep: Class 14 contains 2270 members 
Mstep: Class 15 contains 1338 members 
Mstep: Class 16 contains 1894 members 
Mstep: Class 19 contains 58805 members 
Mstep: Class 20 contains 208676 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 6169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104757520.000000 Penalty: 67761.929688
Iteration 76Q: 21 clusters Score -1.047575e+08 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 14019 members 
Mstep: Class 3 contains 48100 members 
Mstep: Class 4 contains 37863 members 
Mstep: Class 5 contains 6622 members 
Mstep: Class 6 contains 5369 members 
Mstep: Class 7 contains 23787 members 
Mstep: Class 8 contains 79361 members 
Mstep: Class 9 contains 6568 members 
Mstep: Class 10 contains 121054 members 
Mstep: Class 11 contains 24626 members 
Mstep: Class 12 contains 4218 members 
Mstep: Class 13 contains 183513 members 
Mstep: Class 14 contains 2270 members 
Mstep: Class 15 contains 1338 members 
Mstep: Class 16 contains 1884 members 
Mstep: Class 19 contains 58772 members 
Mstep: Class 20 contains 208488 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 6154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104757576.000000 Penalty: 67761.929688
Iteration 77Q: 21 clusters Score -1.047576e+08 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 14051 members 
Mstep: Class 3 contains 48268 members 
Mstep: Class 4 contains 37799 members 
Mstep: Class 5 contains 6623 members 
Mstep: Class 6 contains 5265 members 
Mstep: Class 7 contains 23951 members 
Mstep: Class 8 contains 79243 members 
Mstep: Class 9 contains 6572 members 
Mstep: Class 10 contains 120649 members 
Mstep: Class 11 contains 24729 members 
Mstep: Class 12 contains 4215 members 
Mstep: Class 13 contains 183981 members 
Mstep: Class 14 contains 2270 members 
Mstep: Class 15 contains 1339 members 
Mstep: Class 16 contains 1873 members 
Mstep: Class 19 contains 58715 members 
Mstep: Class 20 contains 208325 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 6144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104757648.000000 Penalty: 67761.929688
Iteration 78Q: 21 clusters Score -1.047576e+08 nChanged 2203
Entering ConstructFrom: 
Score: -104757648.000000 Penalty: 67761.929688
Entering ConstructFrom: 
Trying to split cluster 1 (21997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Entering Unmasked Estep 
Score: -2644555.500000 Penalty: 2479.667969
	Iteration 0F: 2 clusters Score -2644556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -2629226.500000 Penalty: 4959.335938
	Iteration 0F: 3 clusters Score -2629226 nChanged 9673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -2634512.250000 Penalty: 4959.335938
	Iteration 1F: 3 clusters Score -2634512 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -2634999.750000 Penalty: 4959.335938
	Iteration 2F: 3 clusters Score -2635000 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -2635519.000000 Penalty: 4959.335938
	Iteration 3F: 3 clusters Score -2635519 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -2636134.750000 Penalty: 4959.335938
	Iteration 4F: 3 clusters Score -2636135 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -2636928.750000 Penalty: 4959.335938
	Iteration 5F: 3 clusters Score -2636929 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -2637953.750000 Penalty: 4959.335938
	Iteration 6F: 3 clusters Score -2637954 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -2639033.250000 Penalty: 4959.335938
	Iteration 7F: 3 clusters Score -2639033 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -2640013.000000 Penalty: 4959.335938
	Iteration 8F: 3 clusters Score -2640013 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2640712.000000 Penalty: 4959.335938
	Iteration 9Q: 3 clusters Score -2640712 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2641225.500000 Penalty: 4959.335938
	Iteration 10Q: 3 clusters Score -2641226 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2641588.250000 Penalty: 4959.335938
	Iteration 11Q: 3 clusters Score -2641588 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2641859.000000 Penalty: 4959.335938
	Iteration 12Q: 3 clusters Score -2641859 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2642035.500000 Penalty: 4959.335938
	Iteration 13Q: 3 clusters Score -2642036 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2642165.750000 Penalty: 4959.335938
	Iteration 14Q: 3 clusters Score -2642166 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21222 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2642233.250000 Penalty: 4959.335938
	Iteration 15Q: 3 clusters Score -2642233 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2642273.250000 Penalty: 4959.335938
	Iteration 16Q: 3 clusters Score -2642273 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2642311.000000 Penalty: 4959.335938
	Iteration 17Q: 3 clusters Score -2642311 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2642342.000000 Penalty: 4959.335938
	Iteration 18Q: 3 clusters Score -2642342 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2642361.000000 Penalty: 4959.335938
	Iteration 19Q: 3 clusters Score -2642361 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2642376.000000 Penalty: 4959.335938
	Iteration 20F: 3 clusters Score -2642376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2642390.000000 Penalty: 4959.335938
	Iteration 21Q: 3 clusters Score -2642390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2642397.500000 Penalty: 4959.335938
	Iteration 22Q: 3 clusters Score -2642398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2642403.750000 Penalty: 4959.335938
	Iteration 23Q: 3 clusters Score -2642404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2642409.500000 Penalty: 4959.335938
	Iteration 24Q: 3 clusters Score -2642410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2642406.750000 Penalty: 4959.335938
	Iteration 25Q: 3 clusters Score -2642407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -2642415.500000 Penalty: 4959.335938
	Iteration 26Q: 3 clusters Score -2642416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2642422.000000 Penalty: 4959.335938
	Iteration 27Q: 3 clusters Score -2642422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2642426.250000 Penalty: 4959.335938
	Iteration 28Q: 3 clusters Score -2642426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2642441.500000 Penalty: 4959.335938
	Iteration 29Q: 3 clusters Score -2642442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2642446.000000 Penalty: 4959.335938
	Iteration 30Q: 3 clusters Score -2642446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2642451.500000 Penalty: 4959.335938
	Iteration 31Q: 3 clusters Score -2642452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2642455.750000 Penalty: 4959.335938
	Iteration 32Q: 3 clusters Score -2642456 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2642466.250000 Penalty: 4959.335938
	Iteration 33Q: 3 clusters Score -2642466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2642468.500000 Penalty: 4959.335938
	Iteration 34Q: 3 clusters Score -2642468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2642473.250000 Penalty: 4959.335938
	Iteration 35Q: 3 clusters Score -2642473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2642474.500000 Penalty: 4959.335938
	Iteration 36Q: 3 clusters Score -2642474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2642477.000000 Penalty: 4959.335938
	Iteration 37Q: 3 clusters Score -2642477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2642481.500000 Penalty: 4959.335938
	Iteration 38Q: 3 clusters Score -2642482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2642484.750000 Penalty: 4959.335938
	Iteration 39Q: 3 clusters Score -2642485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -2642485.750000 Penalty: 4959.335938
	Iteration 40F: 3 clusters Score -2642486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -2642489.000000 Penalty: 4959.335938
	Iteration 41Q: 3 clusters Score -2642489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2642489.750000 Penalty: 4959.335938
	Iteration 42Q: 3 clusters Score -2642490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2642492.250000 Penalty: 4959.335938
	Iteration 43Q: 3 clusters Score -2642492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2642492.500000 Penalty: 4959.335938
	Iteration 44Q: 3 clusters Score -2642492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -2642498.500000 Penalty: 4959.335938
	Iteration 45Q: 3 clusters Score -2642498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2642493.500000 Penalty: 4959.335938
	Iteration 46Q: 3 clusters Score -2642494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2642493.500000 Penalty: 4959.335938
	Iteration 47F: 3 clusters Score -2642494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Entering Unmasked Estep 
Score: -1757798.875000 Penalty: 2369.022461
	Iteration 0F: 2 clusters Score -1757799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1747630.625000 Penalty: 4738.044922
	Iteration 0F: 3 clusters Score -1747631 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1750785.250000 Penalty: 4738.044922
	Iteration 1F: 3 clusters Score -1750785 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1751184.875000 Penalty: 4738.044922
	Iteration 2F: 3 clusters Score -1751185 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -1751526.250000 Penalty: 4738.044922
	Iteration 3F: 3 clusters Score -1751526 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1751828.750000 Penalty: 4738.044922
	Iteration 4Q: 3 clusters Score -1751829 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1752171.000000 Penalty: 4738.044922
	Iteration 5Q: 3 clusters Score -1752171 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1752524.625000 Penalty: 4738.044922
	Iteration 6Q: 3 clusters Score -1752525 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1752892.000000 Penalty: 4738.044922
	Iteration 7Q: 3 clusters Score -1752892 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1753323.375000 Penalty: 4738.044922
	Iteration 8Q: 3 clusters Score -1753323 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1753796.250000 Penalty: 4738.044922
	Iteration 9Q: 3 clusters Score -1753796 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1754256.875000 Penalty: 4738.044922
	Iteration 10Q: 3 clusters Score -1754257 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1754614.250000 Penalty: 4738.044922
	Iteration 11Q: 3 clusters Score -1754614 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1754865.625000 Penalty: 4738.044922
	Iteration 12Q: 3 clusters Score -1754866 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1755030.500000 Penalty: 4738.044922
	Iteration 13Q: 3 clusters Score -1755030 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1755129.375000 Penalty: 4738.044922
	Iteration 14Q: 3 clusters Score -1755129 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -1755190.375000 Penalty: 4738.044922
	Iteration 15Q: 3 clusters Score -1755190 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1755232.000000 Penalty: 4738.044922
	Iteration 16Q: 3 clusters Score -1755232 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1755269.125000 Penalty: 4738.044922
	Iteration 17Q: 3 clusters Score -1755269 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1755302.375000 Penalty: 4738.044922
	Iteration 18Q: 3 clusters Score -1755302 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1755340.250000 Penalty: 4738.044922
	Iteration 19Q: 3 clusters Score -1755340 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1755370.875000 Penalty: 4738.044922
	Iteration 20F: 3 clusters Score -1755371 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1755395.375000 Penalty: 4738.044922
	Iteration 21Q: 3 clusters Score -1755395 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1755422.375000 Penalty: 4738.044922
	Iteration 22Q: 3 clusters Score -1755422 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1755445.875000 Penalty: 4738.044922
	Iteration 23Q: 3 clusters Score -1755446 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1755462.750000 Penalty: 4738.044922
	Iteration 24Q: 3 clusters Score -1755463 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1755477.500000 Penalty: 4738.044922
	Iteration 25Q: 3 clusters Score -1755478 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1755498.250000 Penalty: 4738.044922
	Iteration 26Q: 3 clusters Score -1755498 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1755518.750000 Penalty: 4738.044922
	Iteration 27Q: 3 clusters Score -1755519 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1755526.250000 Penalty: 4738.044922
	Iteration 28Q: 3 clusters Score -1755526 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1755538.625000 Penalty: 4738.044922
	Iteration 29Q: 3 clusters Score -1755539 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1755539.875000 Penalty: 4738.044922
	Iteration 30Q: 3 clusters Score -1755540 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1755551.000000 Penalty: 4738.044922
	Iteration 31Q: 3 clusters Score -1755551 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1755554.375000 Penalty: 4738.044922
	Iteration 32Q: 3 clusters Score -1755554 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1755563.125000 Penalty: 4738.044922
	Iteration 33Q: 3 clusters Score -1755563 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1755574.500000 Penalty: 4738.044922
	Iteration 34Q: 3 clusters Score -1755574 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1755576.500000 Penalty: 4738.044922
	Iteration 35Q: 3 clusters Score -1755576 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -1755584.250000 Penalty: 4738.044922
	Iteration 36Q: 3 clusters Score -1755584 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1755587.125000 Penalty: 4738.044922
	Iteration 37Q: 3 clusters Score -1755587 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -1755596.375000 Penalty: 4738.044922
	Iteration 38Q: 3 clusters Score -1755596 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1755597.625000 Penalty: 4738.044922
	Iteration 39Q: 3 clusters Score -1755598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1755597.125000 Penalty: 4738.044922
	Iteration 40F: 3 clusters Score -1755597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1755600.125000 Penalty: 4738.044922
	Iteration 41Q: 3 clusters Score -1755600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1755599.875000 Penalty: 4738.044922
	Iteration 42Q: 3 clusters Score -1755600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1755599.875000 Penalty: 4738.044922
	Iteration 43Q: 3 clusters Score -1755600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1755599.875000 Penalty: 4738.044922
	Iteration 44F: 3 clusters Score -1755600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (48458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48458 members 
Entering Unmasked Estep 
Score: -6087119.000000 Penalty: 2675.536377
	Iteration 0F: 2 clusters Score -6087119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -6054519.500000 Penalty: 5351.072754
	Iteration 0F: 3 clusters Score -6054520 nChanged 22210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 26029 members 
Entering Unmasked Estep 
Score: -6067094.500000 Penalty: 5351.072754
	Iteration 1F: 3 clusters Score -6067094 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 27142 members 
Entering Unmasked Estep 
Score: -6067889.000000 Penalty: 5351.072754
	Iteration 2Q: 3 clusters Score -6067889 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -6068864.500000 Penalty: 5351.072754
	Iteration 3Q: 3 clusters Score -6068864 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 31118 members 
Entering Unmasked Estep 
Score: -6070449.000000 Penalty: 5351.072754
	Iteration 4F: 3 clusters Score -6070449 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 34068 members 
Entering Unmasked Estep 
Score: -6072753.500000 Penalty: 5351.072754
	Iteration 5F: 3 clusters Score -6072754 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -6075928.500000 Penalty: 5351.072754
	Iteration 6F: 3 clusters Score -6075928 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 40786 members 
Entering Unmasked Estep 
Score: -6079030.000000 Penalty: 5351.072754
	Iteration 7F: 3 clusters Score -6079030 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 43243 members 
Entering Unmasked Estep 
Score: -6081496.000000 Penalty: 5351.072754
	Iteration 8F: 3 clusters Score -6081496 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 44774 members 
Entering Unmasked Estep 
Score: -6083038.500000 Penalty: 5351.072754
	Iteration 9Q: 3 clusters Score -6083038 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 45566 members 
Entering Unmasked Estep 
Score: -6083878.500000 Penalty: 5351.072754
	Iteration 10Q: 3 clusters Score -6083878 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 46010 members 
Entering Unmasked Estep 
Score: -6084285.000000 Penalty: 5351.072754
	Iteration 11Q: 3 clusters Score -6084285 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 46276 members 
Entering Unmasked Estep 
Score: -6084532.000000 Penalty: 5351.072754
	Iteration 12Q: 3 clusters Score -6084532 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 46461 members 
Entering Unmasked Estep 
Score: -6084641.000000 Penalty: 5351.072754
	Iteration 13Q: 3 clusters Score -6084641 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 46589 members 
Entering Unmasked Estep 
Score: -6084703.000000 Penalty: 5351.072754
	Iteration 14Q: 3 clusters Score -6084703 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 46681 members 
Entering Unmasked Estep 
Score: -6084755.500000 Penalty: 5351.072754
	Iteration 15Q: 3 clusters Score -6084756 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 46765 members 
Entering Unmasked Estep 
Score: -6084797.500000 Penalty: 5351.072754
	Iteration 16Q: 3 clusters Score -6084798 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 46840 members 
Entering Unmasked Estep 
Score: -6084835.000000 Penalty: 5351.072754
	Iteration 17Q: 3 clusters Score -6084835 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 46910 members 
Entering Unmasked Estep 
Score: -6084862.000000 Penalty: 5351.072754
	Iteration 18Q: 3 clusters Score -6084862 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 46966 members 
Entering Unmasked Estep 
Score: -6084872.000000 Penalty: 5351.072754
	Iteration 19Q: 3 clusters Score -6084872 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 47002 members 
Entering Unmasked Estep 
Score: -6084902.000000 Penalty: 5351.072754
	Iteration 20F: 3 clusters Score -6084902 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 47039 members 
Entering Unmasked Estep 
Score: -6084904.500000 Penalty: 5351.072754
	Iteration 21Q: 3 clusters Score -6084904 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 47070 members 
Entering Unmasked Estep 
Score: -6084914.500000 Penalty: 5351.072754
	Iteration 22Q: 3 clusters Score -6084914 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 47098 members 
Entering Unmasked Estep 
Score: -6084910.000000 Penalty: 5351.072754
	Iteration 23Q: 3 clusters Score -6084910 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 47125 members 
Entering Unmasked Estep 
Score: -6084928.000000 Penalty: 5351.072754
	Iteration 24Q: 3 clusters Score -6084928 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 47148 members 
Entering Unmasked Estep 
Score: -6084940.500000 Penalty: 5351.072754
	Iteration 25Q: 3 clusters Score -6084940 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 47169 members 
Entering Unmasked Estep 
Score: -6084953.000000 Penalty: 5351.072754
	Iteration 26Q: 3 clusters Score -6084953 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 47184 members 
Entering Unmasked Estep 
Score: -6084949.000000 Penalty: 5351.072754
	Iteration 27Q: 3 clusters Score -6084949 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 47210 members 
Entering Unmasked Estep 
Score: -6084946.000000 Penalty: 5351.072754
	Iteration 28Q: 3 clusters Score -6084946 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 47224 members 
Entering Unmasked Estep 
Score: -6084954.000000 Penalty: 5351.072754
	Iteration 29Q: 3 clusters Score -6084954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 47237 members 
Entering Unmasked Estep 
Score: -6084973.500000 Penalty: 5351.072754
	Iteration 30Q: 3 clusters Score -6084974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 47248 members 
Entering Unmasked Estep 
Score: -6084976.000000 Penalty: 5351.072754
	Iteration 31Q: 3 clusters Score -6084976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 47258 members 
Entering Unmasked Estep 
Score: -6084989.500000 Penalty: 5351.072754
	Iteration 32Q: 3 clusters Score -6084990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 47264 members 
Entering Unmasked Estep 
Score: -6084995.000000 Penalty: 5351.072754
	Iteration 33Q: 3 clusters Score -6084995 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 47272 members 
Entering Unmasked Estep 
Score: -6084992.000000 Penalty: 5351.072754
	Iteration 34Q: 3 clusters Score -6084992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 47276 members 
Entering Unmasked Estep 
Score: -6084997.500000 Penalty: 5351.072754
	Iteration 35Q: 3 clusters Score -6084998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 47286 members 
Entering Unmasked Estep 
Score: -6084989.000000 Penalty: 5351.072754
	Iteration 36Q: 3 clusters Score -6084989 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 47297 members 
Entering Unmasked Estep 
Score: -6084992.000000 Penalty: 5351.072754
	Iteration 37Q: 3 clusters Score -6084992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 47303 members 
Entering Unmasked Estep 
Score: -6084997.000000 Penalty: 5351.072754
	Iteration 38Q: 3 clusters Score -6084997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 47306 members 
Entering Unmasked Estep 
Score: -6085000.000000 Penalty: 5351.072754
	Iteration 39Q: 3 clusters Score -6085000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 47307 members 
Entering Unmasked Estep 
Score: -6084999.500000 Penalty: 5351.072754
	Iteration 40F: 3 clusters Score -6085000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 47308 members 
Entering Unmasked Estep 
Score: -6084998.000000 Penalty: 5351.072754
	Iteration 41Q: 3 clusters Score -6084998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 47309 members 
Entering Unmasked Estep 
Score: -6084998.000000 Penalty: 5351.072754
	Iteration 42Q: 3 clusters Score -6084998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 47310 members 
Entering Unmasked Estep 
Score: -6085000.500000 Penalty: 5351.072754
	Iteration 43Q: 3 clusters Score -6085000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 47310 members 
Entering Unmasked Estep 
Score: -6085000.500000 Penalty: 5351.072754
	Iteration 44F: 3 clusters Score -6085000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (37738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37738 members 
Entering Unmasked Estep 
Score: -4763652.500000 Penalty: 2613.528809
	Iteration 0F: 2 clusters Score -4763652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -4737908.500000 Penalty: 5227.057617
	Iteration 0F: 3 clusters Score -4737908 nChanged 17200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -4747469.000000 Penalty: 5227.057617
	Iteration 1F: 3 clusters Score -4747469 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 21261 members 
Entering Unmasked Estep 
Score: -4748129.500000 Penalty: 5227.057617
	Iteration 2Q: 3 clusters Score -4748130 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -4748941.000000 Penalty: 5227.057617
	Iteration 3F: 3 clusters Score -4748941 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 24374 members 
Entering Unmasked Estep 
Score: -4750093.500000 Penalty: 5227.057617
	Iteration 4F: 3 clusters Score -4750094 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -4751760.000000 Penalty: 5227.057617
	Iteration 5F: 3 clusters Score -4751760 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -4754086.500000 Penalty: 5227.057617
	Iteration 6F: 3 clusters Score -4754086 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 32316 members 
Entering Unmasked Estep 
Score: -4756720.500000 Penalty: 5227.057617
	Iteration 7F: 3 clusters Score -4756720 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 34579 members 
Entering Unmasked Estep 
Score: -4758902.500000 Penalty: 5227.057617
	Iteration 8F: 3 clusters Score -4758902 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -4760195.000000 Penalty: 5227.057617
	Iteration 9Q: 3 clusters Score -4760195 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 36639 members 
Entering Unmasked Estep 
Score: -4760766.000000 Penalty: 5227.057617
	Iteration 10Q: 3 clusters Score -4760766 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 36949 members 
Entering Unmasked Estep 
Score: -4761054.500000 Penalty: 5227.057617
	Iteration 11Q: 3 clusters Score -4761054 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -4761183.000000 Penalty: 5227.057617
	Iteration 12Q: 3 clusters Score -4761183 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -4761260.000000 Penalty: 5227.057617
	Iteration 13Q: 3 clusters Score -4761260 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 37227 members 
Entering Unmasked Estep 
Score: -4761322.500000 Penalty: 5227.057617
	Iteration 14Q: 3 clusters Score -4761322 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 37256 members 
Entering Unmasked Estep 
Score: -4761347.500000 Penalty: 5227.057617
	Iteration 15Q: 3 clusters Score -4761348 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -4761368.500000 Penalty: 5227.057617
	Iteration 16Q: 3 clusters Score -4761368 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -4761379.500000 Penalty: 5227.057617
	Iteration 17Q: 3 clusters Score -4761380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 37297 members 
Entering Unmasked Estep 
Score: -4761392.500000 Penalty: 5227.057617
	Iteration 18Q: 3 clusters Score -4761392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 37307 members 
Entering Unmasked Estep 
Score: -4761398.500000 Penalty: 5227.057617
	Iteration 19Q: 3 clusters Score -4761398 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 37316 members 
Entering Unmasked Estep 
Score: -4761405.000000 Penalty: 5227.057617
	Iteration 20F: 3 clusters Score -4761405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 37321 members 
Entering Unmasked Estep 
Score: -4761406.500000 Penalty: 5227.057617
	Iteration 21Q: 3 clusters Score -4761406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 37325 members 
Entering Unmasked Estep 
Score: -4761412.500000 Penalty: 5227.057617
	Iteration 22Q: 3 clusters Score -4761412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 37325 members 
Entering Unmasked Estep 
Score: -4761417.500000 Penalty: 5227.057617
	Iteration 23Q: 3 clusters Score -4761418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
Score: -4761416.500000 Penalty: 5227.057617
	Iteration 24Q: 3 clusters Score -4761416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 37326 members 
Entering Unmasked Estep 
Score: -4761416.500000 Penalty: 5227.057617
	Iteration 25F: 3 clusters Score -4761416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Entering Unmasked Estep 
Score: -837997.562500 Penalty: 2181.979248
	Iteration 0F: 2 clusters Score -837997.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -832390.062500 Penalty: 4363.958496
	Iteration 0F: 3 clusters Score -832390.1 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -833759.687500 Penalty: 4363.958496
	Iteration 1F: 3 clusters Score -833759.7 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -834004.125000 Penalty: 4363.958496
	Iteration 2F: 3 clusters Score -834004.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -834171.187500 Penalty: 4363.958496
	Iteration 3F: 3 clusters Score -834171.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -834286.750000 Penalty: 4363.958496
	Iteration 4Q: 3 clusters Score -834286.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -834370.750000 Penalty: 4363.958496
	Iteration 5Q: 3 clusters Score -834370.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -834428.437500 Penalty: 4363.958496
	Iteration 6Q: 3 clusters Score -834428.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -834467.562500 Penalty: 4363.958496
	Iteration 7Q: 3 clusters Score -834467.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -834495.625000 Penalty: 4363.958496
	Iteration 8Q: 3 clusters Score -834495.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -834519.375000 Penalty: 4363.958496
	Iteration 9Q: 3 clusters Score -834519.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -834544.312500 Penalty: 4363.958496
	Iteration 10Q: 3 clusters Score -834544.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -834561.437500 Penalty: 4363.958496
	Iteration 11Q: 3 clusters Score -834561.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -834574.000000 Penalty: 4363.958496
	Iteration 12Q: 3 clusters Score -834574 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -834583.250000 Penalty: 4363.958496
	Iteration 13Q: 3 clusters Score -834583.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -834595.750000 Penalty: 4363.958496
	Iteration 14Q: 3 clusters Score -834595.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -834607.437500 Penalty: 4363.958496
	Iteration 15Q: 3 clusters Score -834607.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -834613.812500 Penalty: 4363.958496
	Iteration 16Q: 3 clusters Score -834613.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -834622.187500 Penalty: 4363.958496
	Iteration 17Q: 3 clusters Score -834622.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -834629.062500 Penalty: 4363.958496
	Iteration 18Q: 3 clusters Score -834629.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -834632.062500 Penalty: 4363.958496
	Iteration 19Q: 3 clusters Score -834632.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -834636.625000 Penalty: 4363.958496
	Iteration 20F: 3 clusters Score -834636.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -834638.250000 Penalty: 4363.958496
	Iteration 21Q: 3 clusters Score -834638.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -834637.812500 Penalty: 4363.958496
	Iteration 22Q: 3 clusters Score -834637.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -834639.375000 Penalty: 4363.958496
	Iteration 23Q: 3 clusters Score -834639.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -834639.875000 Penalty: 4363.958496
	Iteration 24Q: 3 clusters Score -834639.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -834639.562500 Penalty: 4363.958496
	Iteration 25Q: 3 clusters Score -834639.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -834639.562500 Penalty: 4363.958496
	Iteration 26F: 3 clusters Score -834639.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (5157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Entering Unmasked Estep 
Score: -648613.312500 Penalty: 2119.931396
	Iteration 0F: 2 clusters Score -648613.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -644046.000000 Penalty: 4239.862793
	Iteration 0F: 3 clusters Score -644046 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -645189.125000 Penalty: 4239.862793
	Iteration 1F: 3 clusters Score -645189.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -645456.062500 Penalty: 4239.862793
	Iteration 2F: 3 clusters Score -645456.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -645660.875000 Penalty: 4239.862793
	Iteration 3F: 3 clusters Score -645660.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -645848.312500 Penalty: 4239.862793
	Iteration 4Q: 3 clusters Score -645848.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -646090.937500 Penalty: 4239.862793
	Iteration 5F: 3 clusters Score -646090.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -646357.125000 Penalty: 4239.862793
	Iteration 6F: 3 clusters Score -646357.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -646590.250000 Penalty: 4239.862793
	Iteration 7F: 3 clusters Score -646590.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -646770.312500 Penalty: 4239.862793
	Iteration 8Q: 3 clusters Score -646770.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -646900.187500 Penalty: 4239.862793
	Iteration 9Q: 3 clusters Score -646900.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -647000.500000 Penalty: 4239.862793
	Iteration 10Q: 3 clusters Score -647000.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -647094.625000 Penalty: 4239.862793
	Iteration 11Q: 3 clusters Score -647094.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -647156.000000 Penalty: 4239.862793
	Iteration 12Q: 3 clusters Score -647156 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -647194.312500 Penalty: 4239.862793
	Iteration 13Q: 3 clusters Score -647194.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -647218.125000 Penalty: 4239.862793
	Iteration 14Q: 3 clusters Score -647218.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -647234.187500 Penalty: 4239.862793
	Iteration 15Q: 3 clusters Score -647234.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -647246.062500 Penalty: 4239.862793
	Iteration 16Q: 3 clusters Score -647246.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -647256.875000 Penalty: 4239.862793
	Iteration 17Q: 3 clusters Score -647256.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -647261.937500 Penalty: 4239.862793
	Iteration 18Q: 3 clusters Score -647261.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -647267.187500 Penalty: 4239.862793
	Iteration 19Q: 3 clusters Score -647267.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -647273.375000 Penalty: 4239.862793
	Iteration 20F: 3 clusters Score -647273.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -647277.625000 Penalty: 4239.862793
	Iteration 21Q: 3 clusters Score -647277.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -647285.125000 Penalty: 4239.862793
	Iteration 22Q: 3 clusters Score -647285.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -647290.750000 Penalty: 4239.862793
	Iteration 23Q: 3 clusters Score -647290.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -647294.562500 Penalty: 4239.862793
	Iteration 24Q: 3 clusters Score -647294.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -647297.562500 Penalty: 4239.862793
	Iteration 25Q: 3 clusters Score -647297.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -647301.000000 Penalty: 4239.862793
	Iteration 26Q: 3 clusters Score -647301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -647305.250000 Penalty: 4239.862793
	Iteration 27Q: 3 clusters Score -647305.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -647305.687500 Penalty: 4239.862793
	Iteration 28Q: 3 clusters Score -647305.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -647307.937500 Penalty: 4239.862793
	Iteration 29Q: 3 clusters Score -647307.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -647308.250000 Penalty: 4239.862793
	Iteration 30Q: 3 clusters Score -647308.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -647309.687500 Penalty: 4239.862793
	Iteration 31Q: 3 clusters Score -647309.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -647309.687500 Penalty: 4239.862793
	Iteration 32F: 3 clusters Score -647309.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (24098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24098 members 
Entering Unmasked Estep 
Score: -3066092.000000 Penalty: 2502.291260
	Iteration 0F: 2 clusters Score -3066092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -3049361.750000 Penalty: 5004.582520
	Iteration 0F: 3 clusters Score -3049362 nChanged 10704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -3055041.000000 Penalty: 5004.582520
	Iteration 1F: 3 clusters Score -3055041 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -3055460.500000 Penalty: 5004.582520
	Iteration 2Q: 3 clusters Score -3055460 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -3055880.000000 Penalty: 5004.582520
	Iteration 3Q: 3 clusters Score -3055880 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -3056400.500000 Penalty: 5004.582520
	Iteration 4Q: 3 clusters Score -3056400 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -3057023.750000 Penalty: 5004.582520
	Iteration 5F: 3 clusters Score -3057024 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -3057807.750000 Penalty: 5004.582520
	Iteration 6F: 3 clusters Score -3057808 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -3058687.500000 Penalty: 5004.582520
	Iteration 7F: 3 clusters Score -3058688 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -3059794.750000 Penalty: 5004.582520
	Iteration 8F: 3 clusters Score -3059795 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -3060931.250000 Penalty: 5004.582520
	Iteration 9F: 3 clusters Score -3060931 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -3061963.250000 Penalty: 5004.582520
	Iteration 10F: 3 clusters Score -3061963 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -3062588.750000 Penalty: 5004.582520
	Iteration 11Q: 3 clusters Score -3062589 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -3062954.250000 Penalty: 5004.582520
	Iteration 12Q: 3 clusters Score -3062954 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -3063139.000000 Penalty: 5004.582520
	Iteration 13Q: 3 clusters Score -3063139 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 19342 members 
Entering Unmasked Estep 
Score: -3063287.500000 Penalty: 5004.582520
	Iteration 14Q: 3 clusters Score -3063288 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -3063395.250000 Penalty: 5004.582520
	Iteration 15Q: 3 clusters Score -3063395 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -3063479.250000 Penalty: 5004.582520
	Iteration 16Q: 3 clusters Score -3063479 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -3063564.750000 Penalty: 5004.582520
	Iteration 17Q: 3 clusters Score -3063565 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -3063635.250000 Penalty: 5004.582520
	Iteration 18Q: 3 clusters Score -3063635 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 20594 members 
Entering Unmasked Estep 
Score: -3063729.500000 Penalty: 5004.582520
	Iteration 19Q: 3 clusters Score -3063730 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -3063809.250000 Penalty: 5004.582520
	Iteration 20F: 3 clusters Score -3063809 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -3063864.500000 Penalty: 5004.582520
	Iteration 21Q: 3 clusters Score -3063864 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -3063918.000000 Penalty: 5004.582520
	Iteration 22Q: 3 clusters Score -3063918 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 21281 members 
Entering Unmasked Estep 
Score: -3063959.000000 Penalty: 5004.582520
	Iteration 23Q: 3 clusters Score -3063959 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -3064011.000000 Penalty: 5004.582520
	Iteration 24Q: 3 clusters Score -3064011 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -3064039.000000 Penalty: 5004.582520
	Iteration 25Q: 3 clusters Score -3064039 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -3064102.750000 Penalty: 5004.582520
	Iteration 26Q: 3 clusters Score -3064103 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 21796 members 
Entering Unmasked Estep 
Score: -3064146.250000 Penalty: 5004.582520
	Iteration 27Q: 3 clusters Score -3064146 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 21924 members 
Entering Unmasked Estep 
Score: -3064212.750000 Penalty: 5004.582520
	Iteration 28Q: 3 clusters Score -3064213 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -3064272.750000 Penalty: 5004.582520
	Iteration 29Q: 3 clusters Score -3064273 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
Score: -3064325.000000 Penalty: 5004.582520
	Iteration 30Q: 3 clusters Score -3064325 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -3064385.000000 Penalty: 5004.582520
	Iteration 31Q: 3 clusters Score -3064385 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -3064426.000000 Penalty: 5004.582520
	Iteration 32Q: 3 clusters Score -3064426 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -3064456.250000 Penalty: 5004.582520
	Iteration 33Q: 3 clusters Score -3064456 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -3064492.500000 Penalty: 5004.582520
	Iteration 34Q: 3 clusters Score -3064492 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 22642 members 
Entering Unmasked Estep 
Score: -3064532.750000 Penalty: 5004.582520
	Iteration 35Q: 3 clusters Score -3064533 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -3064573.750000 Penalty: 5004.582520
	Iteration 36Q: 3 clusters Score -3064574 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -3064614.250000 Penalty: 5004.582520
	Iteration 37Q: 3 clusters Score -3064614 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -3064638.500000 Penalty: 5004.582520
	Iteration 38Q: 3 clusters Score -3064638 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -3064663.500000 Penalty: 5004.582520
	Iteration 39Q: 3 clusters Score -3064664 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -3064685.750000 Penalty: 5004.582520
	Iteration 40F: 3 clusters Score -3064686 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -3064705.250000 Penalty: 5004.582520
	Iteration 41Q: 3 clusters Score -3064705 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 23004 members 
Entering Unmasked Estep 
Score: -3064713.500000 Penalty: 5004.582520
	Iteration 42Q: 3 clusters Score -3064714 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -3064727.250000 Penalty: 5004.582520
	Iteration 43Q: 3 clusters Score -3064727 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -3064734.000000 Penalty: 5004.582520
	Iteration 44Q: 3 clusters Score -3064734 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -3064747.500000 Penalty: 5004.582520
	Iteration 45Q: 3 clusters Score -3064748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -3064751.500000 Penalty: 5004.582520
	Iteration 46Q: 3 clusters Score -3064752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -3064757.750000 Penalty: 5004.582520
	Iteration 47Q: 3 clusters Score -3064758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -3064768.000000 Penalty: 5004.582520
	Iteration 48Q: 3 clusters Score -3064768 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -3064777.500000 Penalty: 5004.582520
	Iteration 49Q: 3 clusters Score -3064778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -3064780.750000 Penalty: 5004.582520
	Iteration 50Q: 3 clusters Score -3064781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -3064798.000000 Penalty: 5004.582520
	Iteration 51Q: 3 clusters Score -3064798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -3064801.750000 Penalty: 5004.582520
	Iteration 52Q: 3 clusters Score -3064802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -3064811.750000 Penalty: 5004.582520
	Iteration 53Q: 3 clusters Score -3064812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -3064807.750000 Penalty: 5004.582520
	Iteration 54Q: 3 clusters Score -3064808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -3064821.000000 Penalty: 5004.582520
	Iteration 55Q: 3 clusters Score -3064821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -3064831.000000 Penalty: 5004.582520
	Iteration 56Q: 3 clusters Score -3064831 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -3064846.500000 Penalty: 5004.582520
	Iteration 57Q: 3 clusters Score -3064846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -3064857.750000 Penalty: 5004.582520
	Iteration 58Q: 3 clusters Score -3064858 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -3064866.750000 Penalty: 5004.582520
	Iteration 59Q: 3 clusters Score -3064867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -3064872.500000 Penalty: 5004.582520
	Iteration 60F: 3 clusters Score -3064872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -3064884.750000 Penalty: 5004.582520
	Iteration 61Q: 3 clusters Score -3064885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -3064882.250000 Penalty: 5004.582520
	Iteration 62Q: 3 clusters Score -3064882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -3064898.750000 Penalty: 5004.582520
	Iteration 63Q: 3 clusters Score -3064899 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -3064918.750000 Penalty: 5004.582520
	Iteration 64Q: 3 clusters Score -3064919 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 23343 members 
Entering Unmasked Estep 
Score: -3064927.750000 Penalty: 5004.582520
	Iteration 65Q: 3 clusters Score -3064928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -3064933.250000 Penalty: 5004.582520
	Iteration 66Q: 3 clusters Score -3064933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -3064943.000000 Penalty: 5004.582520
	Iteration 67Q: 3 clusters Score -3064943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -3064942.250000 Penalty: 5004.582520
	Iteration 68Q: 3 clusters Score -3064942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -3064943.250000 Penalty: 5004.582520
	Iteration 69Q: 3 clusters Score -3064943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -3064944.000000 Penalty: 5004.582520
	Iteration 70Q: 3 clusters Score -3064944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 23361 members 
Entering Unmasked Estep 
Score: -3064944.000000 Penalty: 5004.582520
	Iteration 71F: 3 clusters Score -3064944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (79146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79146 members 
Entering Unmasked Estep 
Score: -9901152.000000 Penalty: 2797.204346
	Iteration 0F: 2 clusters Score -9901152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39643 members 
Mstep: Class 2 contains 39503 members 
Entering Unmasked Estep 
Score: -9848228.000000 Penalty: 5594.408691
	Iteration 0F: 3 clusters Score -9848228 nChanged 37194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40907 members 
Mstep: Class 2 contains 38239 members 
Entering Unmasked Estep 
Score: -9869188.000000 Penalty: 5594.408691
	Iteration 1F: 3 clusters Score -9869188 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41763 members 
Mstep: Class 2 contains 37383 members 
Entering Unmasked Estep 
Score: -9869978.000000 Penalty: 5594.408691
	Iteration 2Q: 3 clusters Score -9869978 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43126 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -9870877.000000 Penalty: 5594.408691
	Iteration 3Q: 3 clusters Score -9870877 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45154 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
Score: -9872018.000000 Penalty: 5594.408691
	Iteration 4Q: 3 clusters Score -9872018 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47955 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -9873593.000000 Penalty: 5594.408691
	Iteration 5Q: 3 clusters Score -9873593 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51758 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -9876119.000000 Penalty: 5594.408691
	Iteration 6F: 3 clusters Score -9876119 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56573 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -9879513.000000 Penalty: 5594.408691
	Iteration 7F: 3 clusters Score -9879513 nChanged 5798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62117 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -9883996.000000 Penalty: 5594.408691
	Iteration 8F: 3 clusters Score -9883996 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67703 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -9888948.000000 Penalty: 5594.408691
	Iteration 9F: 3 clusters Score -9888948 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72287 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -9893172.000000 Penalty: 5594.408691
	Iteration 10F: 3 clusters Score -9893172 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75385 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -9895854.000000 Penalty: 5594.408691
	Iteration 11Q: 3 clusters Score -9895854 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77122 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -9897355.000000 Penalty: 5594.408691
	Iteration 12Q: 3 clusters Score -9897355 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77980 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -9898126.000000 Penalty: 5594.408691
	Iteration 13Q: 3 clusters Score -9898126 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78339 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -9898407.000000 Penalty: 5594.408691
	Iteration 14Q: 3 clusters Score -9898407 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78511 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -9898542.000000 Penalty: 5594.408691
	Iteration 15Q: 3 clusters Score -9898542 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78597 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -9898626.000000 Penalty: 5594.408691
	Iteration 16Q: 3 clusters Score -9898626 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78646 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -9898667.000000 Penalty: 5594.408691
	Iteration 17Q: 3 clusters Score -9898667 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78678 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -9898709.000000 Penalty: 5594.408691
	Iteration 18Q: 3 clusters Score -9898709 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78699 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -9898720.000000 Penalty: 5594.408691
	Iteration 19Q: 3 clusters Score -9898720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78707 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -9898737.000000 Penalty: 5594.408691
	Iteration 20F: 3 clusters Score -9898737 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78713 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -9898748.000000 Penalty: 5594.408691
	Iteration 21Q: 3 clusters Score -9898748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78717 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -9898752.000000 Penalty: 5594.408691
	Iteration 22Q: 3 clusters Score -9898752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78723 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -9898750.000000 Penalty: 5594.408691
	Iteration 23Q: 3 clusters Score -9898750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78725 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -9898754.000000 Penalty: 5594.408691
	Iteration 24Q: 3 clusters Score -9898754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78733 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -9898769.000000 Penalty: 5594.408691
	Iteration 25Q: 3 clusters Score -9898769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78737 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -9898782.000000 Penalty: 5594.408691
	Iteration 26Q: 3 clusters Score -9898782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78740 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -9898783.000000 Penalty: 5594.408691
	Iteration 27Q: 3 clusters Score -9898783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78744 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -9898777.000000 Penalty: 5594.408691
	Iteration 28Q: 3 clusters Score -9898777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78746 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -9898779.000000 Penalty: 5594.408691
	Iteration 29Q: 3 clusters Score -9898779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78746 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -9898788.000000 Penalty: 5594.408691
	Iteration 30Q: 3 clusters Score -9898788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78745 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -9898781.000000 Penalty: 5594.408691
	Iteration 31Q: 3 clusters Score -9898781 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78745 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -9898781.000000 Penalty: 5594.408691
	Iteration 32F: 3 clusters Score -9898781 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Entering Unmasked Estep 
Score: -832870.250000 Penalty: 2180.062012
	Iteration 0F: 2 clusters Score -832870.2 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 3289 members 
Entering Unmasked Estep 
Score: -827424.250000 Penalty: 4360.124023
	Iteration 0F: 3 clusters Score -827424.2 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -828817.500000 Penalty: 4360.124023
	Iteration 1F: 3 clusters Score -828817.5 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -829023.562500 Penalty: 4360.124023
	Iteration 2F: 3 clusters Score -829023.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -829134.187500 Penalty: 4360.124023
	Iteration 3Q: 3 clusters Score -829134.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -829223.125000 Penalty: 4360.124023
	Iteration 4Q: 3 clusters Score -829223.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -829285.812500 Penalty: 4360.124023
	Iteration 5Q: 3 clusters Score -829285.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -829338.625000 Penalty: 4360.124023
	Iteration 6Q: 3 clusters Score -829338.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -829373.937500 Penalty: 4360.124023
	Iteration 7Q: 3 clusters Score -829373.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -829399.437500 Penalty: 4360.124023
	Iteration 8Q: 3 clusters Score -829399.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -829431.062500 Penalty: 4360.124023
	Iteration 9Q: 3 clusters Score -829431.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -829453.750000 Penalty: 4360.124023
	Iteration 10Q: 3 clusters Score -829453.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -829475.562500 Penalty: 4360.124023
	Iteration 11Q: 3 clusters Score -829475.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -829493.875000 Penalty: 4360.124023
	Iteration 12Q: 3 clusters Score -829493.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -829507.625000 Penalty: 4360.124023
	Iteration 13Q: 3 clusters Score -829507.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -829519.375000 Penalty: 4360.124023
	Iteration 14Q: 3 clusters Score -829519.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -829529.250000 Penalty: 4360.124023
	Iteration 15Q: 3 clusters Score -829529.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -829539.062500 Penalty: 4360.124023
	Iteration 16Q: 3 clusters Score -829539.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -829546.000000 Penalty: 4360.124023
	Iteration 17Q: 3 clusters Score -829546 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -829551.250000 Penalty: 4360.124023
	Iteration 18Q: 3 clusters Score -829551.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -829558.687500 Penalty: 4360.124023
	Iteration 19Q: 3 clusters Score -829558.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -829564.000000 Penalty: 4360.124023
	Iteration 20F: 3 clusters Score -829564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -829567.875000 Penalty: 4360.124023
	Iteration 21Q: 3 clusters Score -829567.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -829569.625000 Penalty: 4360.124023
	Iteration 22Q: 3 clusters Score -829569.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -829570.937500 Penalty: 4360.124023
	Iteration 23Q: 3 clusters Score -829570.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -829576.250000 Penalty: 4360.124023
	Iteration 24Q: 3 clusters Score -829576.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -829578.937500 Penalty: 4360.124023
	Iteration 25Q: 3 clusters Score -829578.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -829586.125000 Penalty: 4360.124023
	Iteration 26Q: 3 clusters Score -829586.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -829591.187500 Penalty: 4360.124023
	Iteration 27Q: 3 clusters Score -829591.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -829600.500000 Penalty: 4360.124023
	Iteration 28Q: 3 clusters Score -829600.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -829608.250000 Penalty: 4360.124023
	Iteration 29Q: 3 clusters Score -829608.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -829614.125000 Penalty: 4360.124023
	Iteration 30Q: 3 clusters Score -829614.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -829622.937500 Penalty: 4360.124023
	Iteration 31Q: 3 clusters Score -829622.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -829630.062500 Penalty: 4360.124023
	Iteration 32Q: 3 clusters Score -829630.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -829637.875000 Penalty: 4360.124023
	Iteration 33Q: 3 clusters Score -829637.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -829644.750000 Penalty: 4360.124023
	Iteration 34Q: 3 clusters Score -829644.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -829649.375000 Penalty: 4360.124023
	Iteration 35Q: 3 clusters Score -829649.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -829656.750000 Penalty: 4360.124023
	Iteration 36Q: 3 clusters Score -829656.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -829663.312500 Penalty: 4360.124023
	Iteration 37Q: 3 clusters Score -829663.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -829670.750000 Penalty: 4360.124023
	Iteration 38Q: 3 clusters Score -829670.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -829682.062500 Penalty: 4360.124023
	Iteration 39Q: 3 clusters Score -829682.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -829694.750000 Penalty: 4360.124023
	Iteration 40F: 3 clusters Score -829694.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -829707.375000 Penalty: 4360.124023
	Iteration 41Q: 3 clusters Score -829707.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -829722.250000 Penalty: 4360.124023
	Iteration 42Q: 3 clusters Score -829722.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -829739.125000 Penalty: 4360.124023
	Iteration 43Q: 3 clusters Score -829739.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -829753.000000 Penalty: 4360.124023
	Iteration 44Q: 3 clusters Score -829753 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -829776.187500 Penalty: 4360.124023
	Iteration 45Q: 3 clusters Score -829776.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -829799.750000 Penalty: 4360.124023
	Iteration 46Q: 3 clusters Score -829799.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -829831.500000 Penalty: 4360.124023
	Iteration 47Q: 3 clusters Score -829831.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -829867.250000 Penalty: 4360.124023
	Iteration 48Q: 3 clusters Score -829867.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -829901.125000 Penalty: 4360.124023
	Iteration 49Q: 3 clusters Score -829901.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -829934.687500 Penalty: 4360.124023
	Iteration 50Q: 3 clusters Score -829934.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -829980.937500 Penalty: 4360.124023
	Iteration 51Q: 3 clusters Score -829980.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -830037.437500 Penalty: 4360.124023
	Iteration 52Q: 3 clusters Score -830037.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -830091.562500 Penalty: 4360.124023
	Iteration 53Q: 3 clusters Score -830091.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -830154.500000 Penalty: 4360.124023
	Iteration 54Q: 3 clusters Score -830154.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -830223.437500 Penalty: 4360.124023
	Iteration 55Q: 3 clusters Score -830223.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -830296.062500 Penalty: 4360.124023
	Iteration 56Q: 3 clusters Score -830296.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -830372.500000 Penalty: 4360.124023
	Iteration 57Q: 3 clusters Score -830372.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -830452.750000 Penalty: 4360.124023
	Iteration 58Q: 3 clusters Score -830452.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -830527.812500 Penalty: 4360.124023
	Iteration 59Q: 3 clusters Score -830527.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -830597.375000 Penalty: 4360.124023
	Iteration 60F: 3 clusters Score -830597.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -830660.125000 Penalty: 4360.124023
	Iteration 61Q: 3 clusters Score -830660.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -830711.437500 Penalty: 4360.124023
	Iteration 62Q: 3 clusters Score -830711.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -830752.000000 Penalty: 4360.124023
	Iteration 63Q: 3 clusters Score -830752 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -830788.562500 Penalty: 4360.124023
	Iteration 64Q: 3 clusters Score -830788.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -830818.000000 Penalty: 4360.124023
	Iteration 65Q: 3 clusters Score -830818 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -830842.937500 Penalty: 4360.124023
	Iteration 66Q: 3 clusters Score -830842.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -830861.875000 Penalty: 4360.124023
	Iteration 67Q: 3 clusters Score -830861.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -830879.250000 Penalty: 4360.124023
	Iteration 68Q: 3 clusters Score -830879.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -830902.562500 Penalty: 4360.124023
	Iteration 69Q: 3 clusters Score -830902.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -830917.687500 Penalty: 4360.124023
	Iteration 70Q: 3 clusters Score -830917.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -830927.125000 Penalty: 4360.124023
	Iteration 71Q: 3 clusters Score -830927.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -830929.812500 Penalty: 4360.124023
	Iteration 72Q: 3 clusters Score -830929.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -830933.375000 Penalty: 4360.124023
	Iteration 73Q: 3 clusters Score -830933.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -830940.625000 Penalty: 4360.124023
	Iteration 74Q: 3 clusters Score -830940.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -830949.437500 Penalty: 4360.124023
	Iteration 75Q: 3 clusters Score -830949.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -830951.750000 Penalty: 4360.124023
	Iteration 76Q: 3 clusters Score -830951.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -830956.125000 Penalty: 4360.124023
	Iteration 77Q: 3 clusters Score -830956.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -830957.062500 Penalty: 4360.124023
	Iteration 78Q: 3 clusters Score -830957.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -830962.562500 Penalty: 4360.124023
	Iteration 79Q: 3 clusters Score -830962.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -830968.937500 Penalty: 4360.124023
	Iteration 80F: 3 clusters Score -830968.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -830970.937500 Penalty: 4360.124023
	Iteration 81Q: 3 clusters Score -830970.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -830973.562500 Penalty: 4360.124023
	Iteration 82Q: 3 clusters Score -830973.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -830981.562500 Penalty: 4360.124023
	Iteration 83Q: 3 clusters Score -830981.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -830983.312500 Penalty: 4360.124023
	Iteration 84Q: 3 clusters Score -830983.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -830983.937500 Penalty: 4360.124023
	Iteration 85Q: 3 clusters Score -830983.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -830984.125000 Penalty: 4360.124023
	Iteration 86Q: 3 clusters Score -830984.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -830985.625000 Penalty: 4360.124023
	Iteration 87Q: 3 clusters Score -830985.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -830989.187500 Penalty: 4360.124023
	Iteration 88Q: 3 clusters Score -830989.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -830993.125000 Penalty: 4360.124023
	Iteration 89Q: 3 clusters Score -830993.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -830993.125000 Penalty: 4360.124023
	Iteration 90F: 3 clusters Score -830993.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (120279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120279 members 
Entering Unmasked Estep 
Score: -15088109.000000 Penalty: 2900.997070
	Iteration 0F: 2 clusters Score -1.508811e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60145 members 
Mstep: Class 2 contains 60134 members 
Entering Unmasked Estep 
Score: -15007980.000000 Penalty: 5801.994141
	Iteration 0F: 3 clusters Score -1.500798e+07 nChanged 57138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60641 members 
Mstep: Class 2 contains 59638 members 
Entering Unmasked Estep 
Score: -15040736.000000 Penalty: 5801.994141
	Iteration 1F: 3 clusters Score -1.504074e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60832 members 
Mstep: Class 2 contains 59447 members 
Entering Unmasked Estep 
Score: -15041345.000000 Penalty: 5801.994141
	Iteration 2Q: 3 clusters Score -1.504134e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61094 members 
Mstep: Class 2 contains 59185 members 
Entering Unmasked Estep 
Score: -15042004.000000 Penalty: 5801.994141
	Iteration 3Q: 3 clusters Score -1.5042e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61508 members 
Mstep: Class 2 contains 58771 members 
Entering Unmasked Estep 
Score: -15042732.000000 Penalty: 5801.994141
	Iteration 4Q: 3 clusters Score -1.504273e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62090 members 
Mstep: Class 2 contains 58189 members 
Entering Unmasked Estep 
Score: -15043572.000000 Penalty: 5801.994141
	Iteration 5Q: 3 clusters Score -1.504357e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62916 members 
Mstep: Class 2 contains 57363 members 
Entering Unmasked Estep 
Score: -15044458.000000 Penalty: 5801.994141
	Iteration 6Q: 3 clusters Score -1.504446e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64069 members 
Mstep: Class 2 contains 56210 members 
Entering Unmasked Estep 
Score: -15045574.000000 Penalty: 5801.994141
	Iteration 7Q: 3 clusters Score -1.504557e+07 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65677 members 
Mstep: Class 2 contains 54602 members 
Entering Unmasked Estep 
Score: -15047257.000000 Penalty: 5801.994141
	Iteration 8Q: 3 clusters Score -1.504726e+07 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67968 members 
Mstep: Class 2 contains 52311 members 
Entering Unmasked Estep 
Score: -15049539.000000 Penalty: 5801.994141
	Iteration 9Q: 3 clusters Score -1.504954e+07 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71158 members 
Mstep: Class 2 contains 49121 members 
Entering Unmasked Estep 
Score: -15052733.000000 Penalty: 5801.994141
	Iteration 10F: 3 clusters Score -1.505273e+07 nChanged 6989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75121 members 
Mstep: Class 2 contains 45158 members 
Entering Unmasked Estep 
Score: -15057380.000000 Penalty: 5801.994141
	Iteration 11F: 3 clusters Score -1.505738e+07 nChanged 7501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79340 members 
Mstep: Class 2 contains 40939 members 
Entering Unmasked Estep 
Score: -15063661.000000 Penalty: 5801.994141
	Iteration 12F: 3 clusters Score -1.506366e+07 nChanged 7165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82805 members 
Mstep: Class 2 contains 37474 members 
Entering Unmasked Estep 
Score: -15070133.000000 Penalty: 5801.994141
	Iteration 13F: 3 clusters Score -1.507013e+07 nChanged 5780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85001 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -15074653.000000 Penalty: 5801.994141
	Iteration 14Q: 3 clusters Score -1.507465e+07 nChanged 4073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86478 members 
Mstep: Class 2 contains 33801 members 
Entering Unmasked Estep 
Score: -15077209.000000 Penalty: 5801.994141
	Iteration 15Q: 3 clusters Score -1.507721e+07 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87691 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -15078665.000000 Penalty: 5801.994141
	Iteration 16Q: 3 clusters Score -1.507866e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88696 members 
Mstep: Class 2 contains 31583 members 
Entering Unmasked Estep 
Score: -15079679.000000 Penalty: 5801.994141
	Iteration 17Q: 3 clusters Score -1.507968e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89464 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -15080333.000000 Penalty: 5801.994141
	Iteration 18Q: 3 clusters Score -1.508033e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90134 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -15080877.000000 Penalty: 5801.994141
	Iteration 19Q: 3 clusters Score -1.508088e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90700 members 
Mstep: Class 2 contains 29579 members 
Entering Unmasked Estep 
Score: -15081191.000000 Penalty: 5801.994141
	Iteration 20F: 3 clusters Score -1.508119e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91202 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -15081437.000000 Penalty: 5801.994141
	Iteration 21Q: 3 clusters Score -1.508144e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91625 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -15081535.000000 Penalty: 5801.994141
	Iteration 22Q: 3 clusters Score -1.508154e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92005 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -15081638.000000 Penalty: 5801.994141
	Iteration 23Q: 3 clusters Score -1.508164e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92366 members 
Mstep: Class 2 contains 27913 members 
Entering Unmasked Estep 
Score: -15081699.000000 Penalty: 5801.994141
	Iteration 24Q: 3 clusters Score -1.50817e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92655 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -15081735.000000 Penalty: 5801.994141
	Iteration 25Q: 3 clusters Score -1.508174e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92888 members 
Mstep: Class 2 contains 27391 members 
Entering Unmasked Estep 
Score: -15081740.000000 Penalty: 5801.994141
	Iteration 26Q: 3 clusters Score -1.508174e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93125 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -15081749.000000 Penalty: 5801.994141
	Iteration 27Q: 3 clusters Score -1.508175e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93337 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -15081800.000000 Penalty: 5801.994141
	Iteration 28Q: 3 clusters Score -1.50818e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93549 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -15081737.000000 Penalty: 5801.994141
	Iteration 29Q: 3 clusters Score -1.508174e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93751 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -15081740.000000 Penalty: 5801.994141
	Iteration 30Q: 3 clusters Score -1.508174e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93920 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -15081792.000000 Penalty: 5801.994141
	Iteration 31Q: 3 clusters Score -1.508179e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94073 members 
Mstep: Class 2 contains 26206 members 
Entering Unmasked Estep 
Score: -15081826.000000 Penalty: 5801.994141
	Iteration 32Q: 3 clusters Score -1.508183e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94226 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -15081862.000000 Penalty: 5801.994141
	Iteration 33Q: 3 clusters Score -1.508186e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94403 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -15081918.000000 Penalty: 5801.994141
	Iteration 34Q: 3 clusters Score -1.508192e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94566 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -15081921.000000 Penalty: 5801.994141
	Iteration 35Q: 3 clusters Score -1.508192e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94701 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -15081919.000000 Penalty: 5801.994141
	Iteration 36Q: 3 clusters Score -1.508192e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94833 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -15081942.000000 Penalty: 5801.994141
	Iteration 37Q: 3 clusters Score -1.508194e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94969 members 
Mstep: Class 2 contains 25310 members 
Entering Unmasked Estep 
Score: -15081940.000000 Penalty: 5801.994141
	Iteration 38Q: 3 clusters Score -1.508194e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95111 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
Score: -15081921.000000 Penalty: 5801.994141
	Iteration 39Q: 3 clusters Score -1.508192e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95230 members 
Mstep: Class 2 contains 25049 members 
Entering Unmasked Estep 
Score: -15081891.000000 Penalty: 5801.994141
	Iteration 40F: 3 clusters Score -1.508189e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95345 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -15081883.000000 Penalty: 5801.994141
	Iteration 41Q: 3 clusters Score -1.508188e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95460 members 
Mstep: Class 2 contains 24819 members 
Entering Unmasked Estep 
Score: -15081833.000000 Penalty: 5801.994141
	Iteration 42Q: 3 clusters Score -1.508183e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95573 members 
Mstep: Class 2 contains 24706 members 
Entering Unmasked Estep 
Score: -15081836.000000 Penalty: 5801.994141
	Iteration 43Q: 3 clusters Score -1.508184e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95685 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -15081827.000000 Penalty: 5801.994141
	Iteration 44Q: 3 clusters Score -1.508183e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95805 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -15081873.000000 Penalty: 5801.994141
	Iteration 45Q: 3 clusters Score -1.508187e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95923 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -15081915.000000 Penalty: 5801.994141
	Iteration 46Q: 3 clusters Score -1.508192e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96012 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -15081923.000000 Penalty: 5801.994141
	Iteration 47Q: 3 clusters Score -1.508192e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96106 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -15081937.000000 Penalty: 5801.994141
	Iteration 48Q: 3 clusters Score -1.508194e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96193 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -15081928.000000 Penalty: 5801.994141
	Iteration 49Q: 3 clusters Score -1.508193e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96292 members 
Mstep: Class 2 contains 23987 members 
Entering Unmasked Estep 
Score: -15081925.000000 Penalty: 5801.994141
	Iteration 50Q: 3 clusters Score -1.508192e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96388 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -15081932.000000 Penalty: 5801.994141
	Iteration 51Q: 3 clusters Score -1.508193e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96484 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -15081953.000000 Penalty: 5801.994141
	Iteration 52Q: 3 clusters Score -1.508195e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96594 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -15081949.000000 Penalty: 5801.994141
	Iteration 53Q: 3 clusters Score -1.508195e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96720 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -15081962.000000 Penalty: 5801.994141
	Iteration 54Q: 3 clusters Score -1.508196e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96852 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -15081963.000000 Penalty: 5801.994141
	Iteration 55Q: 3 clusters Score -1.508196e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96982 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -15081998.000000 Penalty: 5801.994141
	Iteration 56Q: 3 clusters Score -1.5082e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97101 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -15081988.000000 Penalty: 5801.994141
	Iteration 57Q: 3 clusters Score -1.508199e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97215 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -15081977.000000 Penalty: 5801.994141
	Iteration 58Q: 3 clusters Score -1.508198e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97317 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -15081960.000000 Penalty: 5801.994141
	Iteration 59Q: 3 clusters Score -1.508196e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97421 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -15081956.000000 Penalty: 5801.994141
	Iteration 60F: 3 clusters Score -1.508196e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97525 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -15081946.000000 Penalty: 5801.994141
	Iteration 61Q: 3 clusters Score -1.508195e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97630 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -15081964.000000 Penalty: 5801.994141
	Iteration 62Q: 3 clusters Score -1.508196e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97734 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -15081984.000000 Penalty: 5801.994141
	Iteration 63Q: 3 clusters Score -1.508198e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97818 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -15081987.000000 Penalty: 5801.994141
	Iteration 64Q: 3 clusters Score -1.508199e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97904 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -15081975.000000 Penalty: 5801.994141
	Iteration 65Q: 3 clusters Score -1.508198e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98000 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -15081987.000000 Penalty: 5801.994141
	Iteration 66Q: 3 clusters Score -1.508199e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98100 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -15082002.000000 Penalty: 5801.994141
	Iteration 67Q: 3 clusters Score -1.5082e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98175 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -15081978.000000 Penalty: 5801.994141
	Iteration 68Q: 3 clusters Score -1.508198e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98257 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -15081989.000000 Penalty: 5801.994141
	Iteration 69Q: 3 clusters Score -1.508199e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98336 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -15081986.000000 Penalty: 5801.994141
	Iteration 70Q: 3 clusters Score -1.508199e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98398 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -15081978.000000 Penalty: 5801.994141
	Iteration 71Q: 3 clusters Score -1.508198e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98454 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -15081987.000000 Penalty: 5801.994141
	Iteration 72Q: 3 clusters Score -1.508199e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98509 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -15081998.000000 Penalty: 5801.994141
	Iteration 73Q: 3 clusters Score -1.5082e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98557 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -15082005.000000 Penalty: 5801.994141
	Iteration 74Q: 3 clusters Score -1.5082e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98600 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -15082008.000000 Penalty: 5801.994141
	Iteration 75Q: 3 clusters Score -1.508201e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98652 members 
Mstep: Class 2 contains 21627 members 
Entering Unmasked Estep 
Score: -15082035.000000 Penalty: 5801.994141
	Iteration 76Q: 3 clusters Score -1.508204e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98715 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -15082052.000000 Penalty: 5801.994141
	Iteration 77Q: 3 clusters Score -1.508205e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98773 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -15082069.000000 Penalty: 5801.994141
	Iteration 78Q: 3 clusters Score -1.508207e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98820 members 
Mstep: Class 2 contains 21459 members 
Entering Unmasked Estep 
Score: -15082065.000000 Penalty: 5801.994141
	Iteration 79Q: 3 clusters Score -1.508206e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98866 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -15082073.000000 Penalty: 5801.994141
	Iteration 80F: 3 clusters Score -1.508207e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98901 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -15082064.000000 Penalty: 5801.994141
	Iteration 81Q: 3 clusters Score -1.508206e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98948 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -15082071.000000 Penalty: 5801.994141
	Iteration 82Q: 3 clusters Score -1.508207e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98981 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -15082071.000000 Penalty: 5801.994141
	Iteration 83Q: 3 clusters Score -1.508207e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99011 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -15082076.000000 Penalty: 5801.994141
	Iteration 84Q: 3 clusters Score -1.508208e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99050 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -15082067.000000 Penalty: 5801.994141
	Iteration 85Q: 3 clusters Score -1.508207e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99097 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -15082067.000000 Penalty: 5801.994141
	Iteration 86Q: 3 clusters Score -1.508207e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99143 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -15082080.000000 Penalty: 5801.994141
	Iteration 87Q: 3 clusters Score -1.508208e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99183 members 
Mstep: Class 2 contains 21096 members 
Entering Unmasked Estep 
Score: -15082073.000000 Penalty: 5801.994141
	Iteration 88Q: 3 clusters Score -1.508207e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99216 members 
Mstep: Class 2 contains 21063 members 
Entering Unmasked Estep 
Score: -15082091.000000 Penalty: 5801.994141
	Iteration 89Q: 3 clusters Score -1.508209e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99253 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -15082070.000000 Penalty: 5801.994141
	Iteration 90Q: 3 clusters Score -1.508207e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99287 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -15082070.000000 Penalty: 5801.994141
	Iteration 91Q: 3 clusters Score -1.508207e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99330 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -15082092.000000 Penalty: 5801.994141
	Iteration 92Q: 3 clusters Score -1.508209e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99373 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -15082095.000000 Penalty: 5801.994141
	Iteration 93Q: 3 clusters Score -1.50821e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99421 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -15082105.000000 Penalty: 5801.994141
	Iteration 94Q: 3 clusters Score -1.50821e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99471 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -15082080.000000 Penalty: 5801.994141
	Iteration 95Q: 3 clusters Score -1.508208e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99515 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -15082091.000000 Penalty: 5801.994141
	Iteration 96Q: 3 clusters Score -1.508209e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99548 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -15082101.000000 Penalty: 5801.994141
	Iteration 97Q: 3 clusters Score -1.50821e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99593 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -15082110.000000 Penalty: 5801.994141
	Iteration 98Q: 3 clusters Score -1.508211e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99633 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -15082093.000000 Penalty: 5801.994141
	Iteration 99Q: 3 clusters Score -1.508209e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99665 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -15082090.000000 Penalty: 5801.994141
	Iteration 100F: 3 clusters Score -1.508209e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99699 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
Score: -15082088.000000 Penalty: 5801.994141
	Iteration 101Q: 3 clusters Score -1.508209e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99739 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -15082099.000000 Penalty: 5801.994141
	Iteration 102Q: 3 clusters Score -1.50821e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99770 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -15082096.000000 Penalty: 5801.994141
	Iteration 103Q: 3 clusters Score -1.50821e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99780 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -15082079.000000 Penalty: 5801.994141
	Iteration 104Q: 3 clusters Score -1.508208e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99799 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -15082077.000000 Penalty: 5801.994141
	Iteration 105Q: 3 clusters Score -1.508208e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99828 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -15082089.000000 Penalty: 5801.994141
	Iteration 106Q: 3 clusters Score -1.508209e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99856 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -15082096.000000 Penalty: 5801.994141
	Iteration 107Q: 3 clusters Score -1.50821e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99885 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -15082108.000000 Penalty: 5801.994141
	Iteration 108Q: 3 clusters Score -1.508211e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99917 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -15082091.000000 Penalty: 5801.994141
	Iteration 109Q: 3 clusters Score -1.508209e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99952 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -15082101.000000 Penalty: 5801.994141
	Iteration 110Q: 3 clusters Score -1.50821e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99984 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -15082121.000000 Penalty: 5801.994141
	Iteration 111Q: 3 clusters Score -1.508212e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100013 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -15082122.000000 Penalty: 5801.994141
	Iteration 112Q: 3 clusters Score -1.508212e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100038 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -15082112.000000 Penalty: 5801.994141
	Iteration 113Q: 3 clusters Score -1.508211e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100069 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -15082103.000000 Penalty: 5801.994141
	Iteration 114Q: 3 clusters Score -1.50821e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100102 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -15082100.000000 Penalty: 5801.994141
	Iteration 115Q: 3 clusters Score -1.50821e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100130 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -15082104.000000 Penalty: 5801.994141
	Iteration 116Q: 3 clusters Score -1.50821e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100161 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -15082100.000000 Penalty: 5801.994141
	Iteration 117Q: 3 clusters Score -1.50821e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100193 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -15082107.000000 Penalty: 5801.994141
	Iteration 118Q: 3 clusters Score -1.508211e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100220 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -15082109.000000 Penalty: 5801.994141
	Iteration 119Q: 3 clusters Score -1.508211e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100243 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -15082116.000000 Penalty: 5801.994141
	Iteration 120F: 3 clusters Score -1.508212e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100273 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -15082114.000000 Penalty: 5801.994141
	Iteration 121Q: 3 clusters Score -1.508211e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100297 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -15082115.000000 Penalty: 5801.994141
	Iteration 122Q: 3 clusters Score -1.508212e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100316 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -15082114.000000 Penalty: 5801.994141
	Iteration 123Q: 3 clusters Score -1.508211e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100341 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -15082126.000000 Penalty: 5801.994141
	Iteration 124Q: 3 clusters Score -1.508213e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100360 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -15082107.000000 Penalty: 5801.994141
	Iteration 125Q: 3 clusters Score -1.508211e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100377 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -15082104.000000 Penalty: 5801.994141
	Iteration 126Q: 3 clusters Score -1.50821e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100393 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -15082106.000000 Penalty: 5801.994141
	Iteration 127Q: 3 clusters Score -1.508211e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100417 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -15082112.000000 Penalty: 5801.994141
	Iteration 128Q: 3 clusters Score -1.508211e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100448 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -15082121.000000 Penalty: 5801.994141
	Iteration 129Q: 3 clusters Score -1.508212e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100486 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -15082121.000000 Penalty: 5801.994141
	Iteration 130Q: 3 clusters Score -1.508212e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100522 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -15082110.000000 Penalty: 5801.994141
	Iteration 131Q: 3 clusters Score -1.508211e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100560 members 
Mstep: Class 2 contains 19719 members 
Entering Unmasked Estep 
Score: -15082111.000000 Penalty: 5801.994141
	Iteration 132Q: 3 clusters Score -1.508211e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100593 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -15082114.000000 Penalty: 5801.994141
	Iteration 133Q: 3 clusters Score -1.508211e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100616 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -15082114.000000 Penalty: 5801.994141
	Iteration 134Q: 3 clusters Score -1.508211e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100635 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -15082124.000000 Penalty: 5801.994141
	Iteration 135Q: 3 clusters Score -1.508212e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100650 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -15082117.000000 Penalty: 5801.994141
	Iteration 136Q: 3 clusters Score -1.508212e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100672 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -15082110.000000 Penalty: 5801.994141
	Iteration 137Q: 3 clusters Score -1.508211e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100694 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -15082094.000000 Penalty: 5801.994141
	Iteration 138Q: 3 clusters Score -1.508209e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100715 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -15082093.000000 Penalty: 5801.994141
	Iteration 139Q: 3 clusters Score -1.508209e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100726 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -15082086.000000 Penalty: 5801.994141
	Iteration 140F: 3 clusters Score -1.508209e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100738 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -15082089.000000 Penalty: 5801.994141
	Iteration 141Q: 3 clusters Score -1.508209e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100748 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -15082081.000000 Penalty: 5801.994141
	Iteration 142Q: 3 clusters Score -1.508208e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100759 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -15082075.000000 Penalty: 5801.994141
	Iteration 143Q: 3 clusters Score -1.508208e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100773 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -15082074.000000 Penalty: 5801.994141
	Iteration 144Q: 3 clusters Score -1.508207e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100782 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -15082081.000000 Penalty: 5801.994141
	Iteration 145Q: 3 clusters Score -1.508208e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100792 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -15082087.000000 Penalty: 5801.994141
	Iteration 146Q: 3 clusters Score -1.508209e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100807 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -15082079.000000 Penalty: 5801.994141
	Iteration 147Q: 3 clusters Score -1.508208e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100819 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -15082085.000000 Penalty: 5801.994141
	Iteration 148Q: 3 clusters Score -1.508208e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100836 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -15082084.000000 Penalty: 5801.994141
	Iteration 149Q: 3 clusters Score -1.508208e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100854 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -15082089.000000 Penalty: 5801.994141
	Iteration 150Q: 3 clusters Score -1.508209e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100873 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -15082093.000000 Penalty: 5801.994141
	Iteration 151Q: 3 clusters Score -1.508209e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100897 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -15082098.000000 Penalty: 5801.994141
	Iteration 152Q: 3 clusters Score -1.50821e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100919 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -15082107.000000 Penalty: 5801.994141
	Iteration 153Q: 3 clusters Score -1.508211e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100947 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -15082112.000000 Penalty: 5801.994141
	Iteration 154Q: 3 clusters Score -1.508211e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100971 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -15082109.000000 Penalty: 5801.994141
	Iteration 155Q: 3 clusters Score -1.508211e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100995 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -15082099.000000 Penalty: 5801.994141
	Iteration 156Q: 3 clusters Score -1.50821e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101022 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -15082097.000000 Penalty: 5801.994141
	Iteration 157Q: 3 clusters Score -1.50821e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101050 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -15082083.000000 Penalty: 5801.994141
	Iteration 158Q: 3 clusters Score -1.508208e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101070 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -15082094.000000 Penalty: 5801.994141
	Iteration 159Q: 3 clusters Score -1.508209e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101090 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -15082093.000000 Penalty: 5801.994141
	Iteration 160F: 3 clusters Score -1.508209e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101112 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -15082106.000000 Penalty: 5801.994141
	Iteration 161Q: 3 clusters Score -1.508211e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101147 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -15082091.000000 Penalty: 5801.994141
	Iteration 162Q: 3 clusters Score -1.508209e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101184 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -15082105.000000 Penalty: 5801.994141
	Iteration 163Q: 3 clusters Score -1.50821e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101215 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -15082107.000000 Penalty: 5801.994141
	Iteration 164Q: 3 clusters Score -1.508211e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101244 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -15082111.000000 Penalty: 5801.994141
	Iteration 165Q: 3 clusters Score -1.508211e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101276 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -15082123.000000 Penalty: 5801.994141
	Iteration 166Q: 3 clusters Score -1.508212e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101318 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -15082130.000000 Penalty: 5801.994141
	Iteration 167Q: 3 clusters Score -1.508213e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101355 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -15082126.000000 Penalty: 5801.994141
	Iteration 168Q: 3 clusters Score -1.508213e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101381 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -15082114.000000 Penalty: 5801.994141
	Iteration 169Q: 3 clusters Score -1.508211e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101418 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -15082114.000000 Penalty: 5801.994141
	Iteration 170Q: 3 clusters Score -1.508211e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101449 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -15082111.000000 Penalty: 5801.994141
	Iteration 171Q: 3 clusters Score -1.508211e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101472 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -15082109.000000 Penalty: 5801.994141
	Iteration 172Q: 3 clusters Score -1.508211e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101496 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -15082116.000000 Penalty: 5801.994141
	Iteration 173Q: 3 clusters Score -1.508212e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101522 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -15082112.000000 Penalty: 5801.994141
	Iteration 174Q: 3 clusters Score -1.508211e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101545 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -15082113.000000 Penalty: 5801.994141
	Iteration 175Q: 3 clusters Score -1.508211e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101574 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -15082111.000000 Penalty: 5801.994141
	Iteration 176Q: 3 clusters Score -1.508211e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101597 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -15082130.000000 Penalty: 5801.994141
	Iteration 177Q: 3 clusters Score -1.508213e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101617 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -15082113.000000 Penalty: 5801.994141
	Iteration 178Q: 3 clusters Score -1.508211e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101634 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -15082126.000000 Penalty: 5801.994141
	Iteration 179Q: 3 clusters Score -1.508213e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101655 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -15082131.000000 Penalty: 5801.994141
	Iteration 180F: 3 clusters Score -1.508213e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101687 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -15082130.000000 Penalty: 5801.994141
	Iteration 181Q: 3 clusters Score -1.508213e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101729 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -15082129.000000 Penalty: 5801.994141
	Iteration 182Q: 3 clusters Score -1.508213e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101768 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -15082129.000000 Penalty: 5801.994141
	Iteration 183Q: 3 clusters Score -1.508213e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101805 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -15082130.000000 Penalty: 5801.994141
	Iteration 184Q: 3 clusters Score -1.508213e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101842 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -15082120.000000 Penalty: 5801.994141
	Iteration 185Q: 3 clusters Score -1.508212e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101884 members 
Mstep: Class 2 contains 18395 members 
Entering Unmasked Estep 
Score: -15082112.000000 Penalty: 5801.994141
	Iteration 186Q: 3 clusters Score -1.508211e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101934 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -15082104.000000 Penalty: 5801.994141
	Iteration 187Q: 3 clusters Score -1.50821e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101978 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -15082107.000000 Penalty: 5801.994141
	Iteration 188Q: 3 clusters Score -1.508211e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102022 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -15082089.000000 Penalty: 5801.994141
	Iteration 189Q: 3 clusters Score -1.508209e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102062 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -15082085.000000 Penalty: 5801.994141
	Iteration 190Q: 3 clusters Score -1.508208e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102117 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -15082102.000000 Penalty: 5801.994141
	Iteration 191Q: 3 clusters Score -1.50821e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102172 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -15082094.000000 Penalty: 5801.994141
	Iteration 192Q: 3 clusters Score -1.508209e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102233 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -15082094.000000 Penalty: 5801.994141
	Iteration 193Q: 3 clusters Score -1.508209e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102299 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -15082097.000000 Penalty: 5801.994141
	Iteration 194Q: 3 clusters Score -1.50821e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102367 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -15082070.000000 Penalty: 5801.994141
	Iteration 195Q: 3 clusters Score -1.508207e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102446 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -15082097.000000 Penalty: 5801.994141
	Iteration 196Q: 3 clusters Score -1.50821e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102534 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -15082089.000000 Penalty: 5801.994141
	Iteration 197Q: 3 clusters Score -1.508209e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102619 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -15082105.000000 Penalty: 5801.994141
	Iteration 198Q: 3 clusters Score -1.50821e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102705 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -15082106.000000 Penalty: 5801.994141
	Iteration 199Q: 3 clusters Score -1.508211e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102790 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -15082122.000000 Penalty: 5801.994141
	Iteration 200F: 3 clusters Score -1.508212e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102892 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -15082158.000000 Penalty: 5801.994141
	Iteration 201Q: 3 clusters Score -1.508216e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102998 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -15082186.000000 Penalty: 5801.994141
	Iteration 202Q: 3 clusters Score -1.508219e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103117 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -15082179.000000 Penalty: 5801.994141
	Iteration 203Q: 3 clusters Score -1.508218e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103217 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -15082189.000000 Penalty: 5801.994141
	Iteration 204Q: 3 clusters Score -1.508219e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103316 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -15082218.000000 Penalty: 5801.994141
	Iteration 205Q: 3 clusters Score -1.508222e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103416 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -15082199.000000 Penalty: 5801.994141
	Iteration 206Q: 3 clusters Score -1.50822e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103506 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -15082188.000000 Penalty: 5801.994141
	Iteration 207Q: 3 clusters Score -1.508219e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103594 members 
Mstep: Class 2 contains 16685 members 
Entering Unmasked Estep 
Score: -15082210.000000 Penalty: 5801.994141
	Iteration 208Q: 3 clusters Score -1.508221e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103697 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -15082223.000000 Penalty: 5801.994141
	Iteration 209Q: 3 clusters Score -1.508222e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103791 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -15082222.000000 Penalty: 5801.994141
	Iteration 210Q: 3 clusters Score -1.508222e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103875 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -15082201.000000 Penalty: 5801.994141
	Iteration 211Q: 3 clusters Score -1.50822e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103965 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -15082205.000000 Penalty: 5801.994141
	Iteration 212Q: 3 clusters Score -1.50822e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104042 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -15082213.000000 Penalty: 5801.994141
	Iteration 213Q: 3 clusters Score -1.508221e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104118 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -15082254.000000 Penalty: 5801.994141
	Iteration 214Q: 3 clusters Score -1.508225e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104207 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -15082263.000000 Penalty: 5801.994141
	Iteration 215Q: 3 clusters Score -1.508226e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104287 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -15082249.000000 Penalty: 5801.994141
	Iteration 216Q: 3 clusters Score -1.508225e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104369 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -15082278.000000 Penalty: 5801.994141
	Iteration 217Q: 3 clusters Score -1.508228e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104457 members 
Mstep: Class 2 contains 15822 members 
Entering Unmasked Estep 
Score: -15082284.000000 Penalty: 5801.994141
	Iteration 218Q: 3 clusters Score -1.508228e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104557 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -15082248.000000 Penalty: 5801.994141
	Iteration 219Q: 3 clusters Score -1.508225e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104667 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -15082265.000000 Penalty: 5801.994141
	Iteration 220F: 3 clusters Score -1.508226e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104774 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -15082279.000000 Penalty: 5801.994141
	Iteration 221Q: 3 clusters Score -1.508228e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104882 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -15082280.000000 Penalty: 5801.994141
	Iteration 222Q: 3 clusters Score -1.508228e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104985 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -15082291.000000 Penalty: 5801.994141
	Iteration 223Q: 3 clusters Score -1.508229e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105100 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -15082313.000000 Penalty: 5801.994141
	Iteration 224Q: 3 clusters Score -1.508231e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105225 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -15082276.000000 Penalty: 5801.994141
	Iteration 225Q: 3 clusters Score -1.508228e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105338 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -15082291.000000 Penalty: 5801.994141
	Iteration 226Q: 3 clusters Score -1.508229e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105462 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -15082358.000000 Penalty: 5801.994141
	Iteration 227Q: 3 clusters Score -1.508236e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105563 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -15082378.000000 Penalty: 5801.994141
	Iteration 228Q: 3 clusters Score -1.508238e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105695 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -15082370.000000 Penalty: 5801.994141
	Iteration 229Q: 3 clusters Score -1.508237e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105834 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -15082380.000000 Penalty: 5801.994141
	Iteration 230Q: 3 clusters Score -1.508238e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105966 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -15082379.000000 Penalty: 5801.994141
	Iteration 231Q: 3 clusters Score -1.508238e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106082 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -15082389.000000 Penalty: 5801.994141
	Iteration 232Q: 3 clusters Score -1.508239e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106179 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -15082380.000000 Penalty: 5801.994141
	Iteration 233Q: 3 clusters Score -1.508238e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106277 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -15082395.000000 Penalty: 5801.994141
	Iteration 234Q: 3 clusters Score -1.50824e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106369 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -15082432.000000 Penalty: 5801.994141
	Iteration 235Q: 3 clusters Score -1.508243e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106453 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -15082452.000000 Penalty: 5801.994141
	Iteration 236Q: 3 clusters Score -1.508245e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106544 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -15082425.000000 Penalty: 5801.994141
	Iteration 237Q: 3 clusters Score -1.508242e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106626 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -15082424.000000 Penalty: 5801.994141
	Iteration 238Q: 3 clusters Score -1.508242e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106697 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -15082436.000000 Penalty: 5801.994141
	Iteration 239Q: 3 clusters Score -1.508244e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106773 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -15082418.000000 Penalty: 5801.994141
	Iteration 240F: 3 clusters Score -1.508242e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106853 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -15082414.000000 Penalty: 5801.994141
	Iteration 241Q: 3 clusters Score -1.508241e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106934 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -15082437.000000 Penalty: 5801.994141
	Iteration 242Q: 3 clusters Score -1.508244e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107014 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -15082430.000000 Penalty: 5801.994141
	Iteration 243Q: 3 clusters Score -1.508243e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107107 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -15082442.000000 Penalty: 5801.994141
	Iteration 244Q: 3 clusters Score -1.508244e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107204 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -15082440.000000 Penalty: 5801.994141
	Iteration 245Q: 3 clusters Score -1.508244e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107298 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -15082456.000000 Penalty: 5801.994141
	Iteration 246Q: 3 clusters Score -1.508246e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107394 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -15082479.000000 Penalty: 5801.994141
	Iteration 247Q: 3 clusters Score -1.508248e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107478 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -15082498.000000 Penalty: 5801.994141
	Iteration 248Q: 3 clusters Score -1.50825e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107553 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -15082507.000000 Penalty: 5801.994141
	Iteration 249Q: 3 clusters Score -1.508251e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107631 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -15082509.000000 Penalty: 5801.994141
	Iteration 250Q: 3 clusters Score -1.508251e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107703 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -15082540.000000 Penalty: 5801.994141
	Iteration 251Q: 3 clusters Score -1.508254e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107770 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -15082531.000000 Penalty: 5801.994141
	Iteration 252Q: 3 clusters Score -1.508253e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107830 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -15082541.000000 Penalty: 5801.994141
	Iteration 253Q: 3 clusters Score -1.508254e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107889 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -15082566.000000 Penalty: 5801.994141
	Iteration 254Q: 3 clusters Score -1.508257e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107942 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -15082576.000000 Penalty: 5801.994141
	Iteration 255Q: 3 clusters Score -1.508258e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108007 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -15082561.000000 Penalty: 5801.994141
	Iteration 256Q: 3 clusters Score -1.508256e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108070 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -15082586.000000 Penalty: 5801.994141
	Iteration 257Q: 3 clusters Score -1.508259e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108142 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -15082578.000000 Penalty: 5801.994141
	Iteration 258Q: 3 clusters Score -1.508258e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108228 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -15082593.000000 Penalty: 5801.994141
	Iteration 259Q: 3 clusters Score -1.508259e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108313 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -15082586.000000 Penalty: 5801.994141
	Iteration 260F: 3 clusters Score -1.508259e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108396 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -15082574.000000 Penalty: 5801.994141
	Iteration 261Q: 3 clusters Score -1.508257e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108474 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -15082585.000000 Penalty: 5801.994141
	Iteration 262Q: 3 clusters Score -1.508258e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108567 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -15082552.000000 Penalty: 5801.994141
	Iteration 263Q: 3 clusters Score -1.508255e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108655 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -15082571.000000 Penalty: 5801.994141
	Iteration 264Q: 3 clusters Score -1.508257e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108748 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -15082584.000000 Penalty: 5801.994141
	Iteration 265Q: 3 clusters Score -1.508258e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108846 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -15082601.000000 Penalty: 5801.994141
	Iteration 266Q: 3 clusters Score -1.50826e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108956 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -15082586.000000 Penalty: 5801.994141
	Iteration 267Q: 3 clusters Score -1.508259e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109073 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -15082620.000000 Penalty: 5801.994141
	Iteration 268Q: 3 clusters Score -1.508262e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109175 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -15082668.000000 Penalty: 5801.994141
	Iteration 269Q: 3 clusters Score -1.508267e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109309 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -15082673.000000 Penalty: 5801.994141
	Iteration 270Q: 3 clusters Score -1.508267e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109458 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -15082661.000000 Penalty: 5801.994141
	Iteration 271Q: 3 clusters Score -1.508266e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109619 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -15082654.000000 Penalty: 5801.994141
	Iteration 272Q: 3 clusters Score -1.508265e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109803 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -15082672.000000 Penalty: 5801.994141
	Iteration 273Q: 3 clusters Score -1.508267e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109990 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -15082655.000000 Penalty: 5801.994141
	Iteration 274Q: 3 clusters Score -1.508266e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110205 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -15082688.000000 Penalty: 5801.994141
	Iteration 275Q: 3 clusters Score -1.508269e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110433 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -15082719.000000 Penalty: 5801.994141
	Iteration 276Q: 3 clusters Score -1.508272e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110666 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -15082716.000000 Penalty: 5801.994141
	Iteration 277Q: 3 clusters Score -1.508272e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110909 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -15082781.000000 Penalty: 5801.994141
	Iteration 278Q: 3 clusters Score -1.508278e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111164 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -15082844.000000 Penalty: 5801.994141
	Iteration 279Q: 3 clusters Score -1.508284e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111455 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -15082823.000000 Penalty: 5801.994141
	Iteration 280F: 3 clusters Score -1.508282e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111762 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -15082899.000000 Penalty: 5801.994141
	Iteration 281Q: 3 clusters Score -1.50829e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112081 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -15082922.000000 Penalty: 5801.994141
	Iteration 282Q: 3 clusters Score -1.508292e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112420 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -15083013.000000 Penalty: 5801.994141
	Iteration 283Q: 3 clusters Score -1.508301e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112773 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -15083067.000000 Penalty: 5801.994141
	Iteration 284Q: 3 clusters Score -1.508307e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113176 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -15083188.000000 Penalty: 5801.994141
	Iteration 285Q: 3 clusters Score -1.508319e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113587 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -15083284.000000 Penalty: 5801.994141
	Iteration 286Q: 3 clusters Score -1.508328e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113998 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -15083424.000000 Penalty: 5801.994141
	Iteration 287Q: 3 clusters Score -1.508342e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114406 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -15083547.000000 Penalty: 5801.994141
	Iteration 288Q: 3 clusters Score -1.508355e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114802 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -15083676.000000 Penalty: 5801.994141
	Iteration 289Q: 3 clusters Score -1.508368e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115236 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -15083834.000000 Penalty: 5801.994141
	Iteration 290Q: 3 clusters Score -1.508383e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115664 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -15083963.000000 Penalty: 5801.994141
	Iteration 291Q: 3 clusters Score -1.508396e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116107 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -15084129.000000 Penalty: 5801.994141
	Iteration 292Q: 3 clusters Score -1.508413e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116552 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -15084280.000000 Penalty: 5801.994141
	Iteration 293Q: 3 clusters Score -1.508428e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116982 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -15084428.000000 Penalty: 5801.994141
	Iteration 294Q: 3 clusters Score -1.508443e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117368 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -15084572.000000 Penalty: 5801.994141
	Iteration 295Q: 3 clusters Score -1.508457e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117684 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -15084708.000000 Penalty: 5801.994141
	Iteration 296Q: 3 clusters Score -1.508471e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117969 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -15084861.000000 Penalty: 5801.994141
	Iteration 297Q: 3 clusters Score -1.508486e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118211 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -15084952.000000 Penalty: 5801.994141
	Iteration 298Q: 3 clusters Score -1.508495e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118392 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -15084993.000000 Penalty: 5801.994141
	Iteration 299Q: 3 clusters Score -1.508499e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118542 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -15085071.000000 Penalty: 5801.994141
	Iteration 300F: 3 clusters Score -1.508507e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118663 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -15085124.000000 Penalty: 5801.994141
	Iteration 301Q: 3 clusters Score -1.508512e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118766 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -15085168.000000 Penalty: 5801.994141
	Iteration 302Q: 3 clusters Score -1.508517e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118852 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -15085214.000000 Penalty: 5801.994141
	Iteration 303Q: 3 clusters Score -1.508521e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118933 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -15085238.000000 Penalty: 5801.994141
	Iteration 304Q: 3 clusters Score -1.508524e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119004 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -15085301.000000 Penalty: 5801.994141
	Iteration 305Q: 3 clusters Score -1.50853e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119049 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -15085324.000000 Penalty: 5801.994141
	Iteration 306Q: 3 clusters Score -1.508532e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119102 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -15085330.000000 Penalty: 5801.994141
	Iteration 307Q: 3 clusters Score -1.508533e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119133 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -15085364.000000 Penalty: 5801.994141
	Iteration 308Q: 3 clusters Score -1.508536e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119169 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -15085390.000000 Penalty: 5801.994141
	Iteration 309Q: 3 clusters Score -1.508539e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119209 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -15085391.000000 Penalty: 5801.994141
	Iteration 310Q: 3 clusters Score -1.508539e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119246 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -15085412.000000 Penalty: 5801.994141
	Iteration 311Q: 3 clusters Score -1.508541e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119277 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -15085431.000000 Penalty: 5801.994141
	Iteration 312Q: 3 clusters Score -1.508543e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119306 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -15085450.000000 Penalty: 5801.994141
	Iteration 313Q: 3 clusters Score -1.508545e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119333 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -15085445.000000 Penalty: 5801.994141
	Iteration 314Q: 3 clusters Score -1.508544e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119346 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -15085470.000000 Penalty: 5801.994141
	Iteration 315Q: 3 clusters Score -1.508547e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119356 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -15085478.000000 Penalty: 5801.994141
	Iteration 316Q: 3 clusters Score -1.508548e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119362 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -15085473.000000 Penalty: 5801.994141
	Iteration 317Q: 3 clusters Score -1.508547e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119369 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -15085481.000000 Penalty: 5801.994141
	Iteration 318Q: 3 clusters Score -1.508548e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119374 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -15085485.000000 Penalty: 5801.994141
	Iteration 319Q: 3 clusters Score -1.508548e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119381 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -15085484.000000 Penalty: 5801.994141
	Iteration 320F: 3 clusters Score -1.508548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119385 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -15085479.000000 Penalty: 5801.994141
	Iteration 321Q: 3 clusters Score -1.508548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119388 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -15085483.000000 Penalty: 5801.994141
	Iteration 322Q: 3 clusters Score -1.508548e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119392 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -15085482.000000 Penalty: 5801.994141
	Iteration 323Q: 3 clusters Score -1.508548e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119397 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -15085484.000000 Penalty: 5801.994141
	Iteration 324Q: 3 clusters Score -1.508548e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119396 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -15085492.000000 Penalty: 5801.994141
	Iteration 325Q: 3 clusters Score -1.508549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119398 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -15085500.000000 Penalty: 5801.994141
	Iteration 326Q: 3 clusters Score -1.50855e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119399 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -15085491.000000 Penalty: 5801.994141
	Iteration 327Q: 3 clusters Score -1.508549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119400 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -15085488.000000 Penalty: 5801.994141
	Iteration 328Q: 3 clusters Score -1.508549e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119401 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -15085493.000000 Penalty: 5801.994141
	Iteration 329Q: 3 clusters Score -1.508549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119403 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -15085490.000000 Penalty: 5801.994141
	Iteration 330Q: 3 clusters Score -1.508549e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119407 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -15085501.000000 Penalty: 5801.994141
	Iteration 331Q: 3 clusters Score -1.50855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119410 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -15085502.000000 Penalty: 5801.994141
	Iteration 332Q: 3 clusters Score -1.50855e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119411 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -15085505.000000 Penalty: 5801.994141
	Iteration 333Q: 3 clusters Score -1.50855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119413 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -15085505.000000 Penalty: 5801.994141
	Iteration 334Q: 3 clusters Score -1.50855e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119418 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -15085509.000000 Penalty: 5801.994141
	Iteration 335Q: 3 clusters Score -1.508551e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119424 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -15085508.000000 Penalty: 5801.994141
	Iteration 336Q: 3 clusters Score -1.508551e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119431 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -15085502.000000 Penalty: 5801.994141
	Iteration 337Q: 3 clusters Score -1.50855e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119436 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -15085512.000000 Penalty: 5801.994141
	Iteration 338Q: 3 clusters Score -1.508551e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119441 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -15085512.000000 Penalty: 5801.994141
	Iteration 339Q: 3 clusters Score -1.508551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119440 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -15085520.000000 Penalty: 5801.994141
	Iteration 340F: 3 clusters Score -1.508552e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119440 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -15085508.000000 Penalty: 5801.994141
	Iteration 341Q: 3 clusters Score -1.508551e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119439 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -15085517.000000 Penalty: 5801.994141
	Iteration 342Q: 3 clusters Score -1.508552e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119437 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -15085517.000000 Penalty: 5801.994141
	Iteration 343Q: 3 clusters Score -1.508552e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119437 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -15085517.000000 Penalty: 5801.994141
	Iteration 344F: 3 clusters Score -1.508552e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Entering Unmasked Estep 
Score: -3120860.750000 Penalty: 2509.722412
	Iteration 0F: 2 clusters Score -3120861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -3103741.250000 Penalty: 5019.444824
	Iteration 0F: 3 clusters Score -3103741 nChanged 11047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -3109699.000000 Penalty: 5019.444824
	Iteration 1F: 3 clusters Score -3109699 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -3110165.000000 Penalty: 5019.444824
	Iteration 2F: 3 clusters Score -3110165 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -3110608.750000 Penalty: 5019.444824
	Iteration 3Q: 3 clusters Score -3110609 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -3111101.000000 Penalty: 5019.444824
	Iteration 4Q: 3 clusters Score -3111101 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -3111731.250000 Penalty: 5019.444824
	Iteration 5Q: 3 clusters Score -3111731 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -3112681.500000 Penalty: 5019.444824
	Iteration 6F: 3 clusters Score -3112682 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -3113890.500000 Penalty: 5019.444824
	Iteration 7F: 3 clusters Score -3113890 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -3115232.750000 Penalty: 5019.444824
	Iteration 8F: 3 clusters Score -3115233 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -3116436.250000 Penalty: 5019.444824
	Iteration 9F: 3 clusters Score -3116436 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -3117284.000000 Penalty: 5019.444824
	Iteration 10Q: 3 clusters Score -3117284 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -3117854.000000 Penalty: 5019.444824
	Iteration 11Q: 3 clusters Score -3117854 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -3118211.750000 Penalty: 5019.444824
	Iteration 12Q: 3 clusters Score -3118212 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -3118429.500000 Penalty: 5019.444824
	Iteration 13Q: 3 clusters Score -3118430 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -3118615.500000 Penalty: 5019.444824
	Iteration 14Q: 3 clusters Score -3118616 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -3118769.250000 Penalty: 5019.444824
	Iteration 15Q: 3 clusters Score -3118769 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -3118883.250000 Penalty: 5019.444824
	Iteration 16Q: 3 clusters Score -3118883 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -3118939.250000 Penalty: 5019.444824
	Iteration 17Q: 3 clusters Score -3118939 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -3118980.000000 Penalty: 5019.444824
	Iteration 18Q: 3 clusters Score -3118980 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -3119011.500000 Penalty: 5019.444824
	Iteration 19Q: 3 clusters Score -3119012 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -3119031.000000 Penalty: 5019.444824
	Iteration 20F: 3 clusters Score -3119031 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 23670 members 
Entering Unmasked Estep 
Score: -3119047.000000 Penalty: 5019.444824
	Iteration 21Q: 3 clusters Score -3119047 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -3119067.000000 Penalty: 5019.444824
	Iteration 22Q: 3 clusters Score -3119067 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 23714 members 
Entering Unmasked Estep 
Score: -3119078.250000 Penalty: 5019.444824
	Iteration 23Q: 3 clusters Score -3119078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -3119089.250000 Penalty: 5019.444824
	Iteration 24Q: 3 clusters Score -3119089 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -3119101.750000 Penalty: 5019.444824
	Iteration 25Q: 3 clusters Score -3119102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -3119110.250000 Penalty: 5019.444824
	Iteration 26Q: 3 clusters Score -3119110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -3119111.000000 Penalty: 5019.444824
	Iteration 27Q: 3 clusters Score -3119111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 23776 members 
Entering Unmasked Estep 
Score: -3119110.500000 Penalty: 5019.444824
	Iteration 28Q: 3 clusters Score -3119110 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -3119115.750000 Penalty: 5019.444824
	Iteration 29Q: 3 clusters Score -3119116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -3119115.250000 Penalty: 5019.444824
	Iteration 30Q: 3 clusters Score -3119115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -3119118.000000 Penalty: 5019.444824
	Iteration 31Q: 3 clusters Score -3119118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -3119115.750000 Penalty: 5019.444824
	Iteration 32Q: 3 clusters Score -3119116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -3119115.750000 Penalty: 5019.444824
	Iteration 33F: 3 clusters Score -3119116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Entering Unmasked Estep 
Score: -490655.875000 Penalty: 2069.849609
	Iteration 0F: 2 clusters Score -490655.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -486630.406250 Penalty: 4139.699219
	Iteration 0F: 3 clusters Score -486630.4 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -487578.218750 Penalty: 4139.699219
	Iteration 1F: 3 clusters Score -487578.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -487791.906250 Penalty: 4139.699219
	Iteration 2F: 3 clusters Score -487791.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -487948.500000 Penalty: 4139.699219
	Iteration 3F: 3 clusters Score -487948.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -488108.906250 Penalty: 4139.699219
	Iteration 4Q: 3 clusters Score -488108.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -488298.437500 Penalty: 4139.699219
	Iteration 5Q: 3 clusters Score -488298.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -488444.468750 Penalty: 4139.699219
	Iteration 6Q: 3 clusters Score -488444.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -488565.687500 Penalty: 4139.699219
	Iteration 7Q: 3 clusters Score -488565.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -488662.750000 Penalty: 4139.699219
	Iteration 8Q: 3 clusters Score -488662.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -488758.031250 Penalty: 4139.699219
	Iteration 9Q: 3 clusters Score -488758 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -488839.343750 Penalty: 4139.699219
	Iteration 10Q: 3 clusters Score -488839.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -488933.343750 Penalty: 4139.699219
	Iteration 11Q: 3 clusters Score -488933.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -489044.875000 Penalty: 4139.699219
	Iteration 12Q: 3 clusters Score -489044.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -489157.812500 Penalty: 4139.699219
	Iteration 13Q: 3 clusters Score -489157.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -489269.062500 Penalty: 4139.699219
	Iteration 14Q: 3 clusters Score -489269.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -489360.281250 Penalty: 4139.699219
	Iteration 15Q: 3 clusters Score -489360.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -489419.031250 Penalty: 4139.699219
	Iteration 16Q: 3 clusters Score -489419 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -489454.281250 Penalty: 4139.699219
	Iteration 17Q: 3 clusters Score -489454.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -489479.968750 Penalty: 4139.699219
	Iteration 18Q: 3 clusters Score -489480 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -489500.531250 Penalty: 4139.699219
	Iteration 19Q: 3 clusters Score -489500.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -489512.062500 Penalty: 4139.699219
	Iteration 20F: 3 clusters Score -489512.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -489519.062500 Penalty: 4139.699219
	Iteration 21Q: 3 clusters Score -489519.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -489522.937500 Penalty: 4139.699219
	Iteration 22Q: 3 clusters Score -489522.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -489526.312500 Penalty: 4139.699219
	Iteration 23Q: 3 clusters Score -489526.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -489529.062500 Penalty: 4139.699219
	Iteration 24Q: 3 clusters Score -489529.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -489530.687500 Penalty: 4139.699219
	Iteration 25Q: 3 clusters Score -489530.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -489534.093750 Penalty: 4139.699219
	Iteration 26Q: 3 clusters Score -489534.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -489534.593750 Penalty: 4139.699219
	Iteration 27Q: 3 clusters Score -489534.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -489534.593750 Penalty: 4139.699219
	Iteration 28F: 3 clusters Score -489534.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (184438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184438 members 
Entering Unmasked Estep 
Score: -22939278.000000 Penalty: 3007.017090
	Iteration 0F: 2 clusters Score -2.293928e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92030 members 
Mstep: Class 2 contains 92408 members 
Entering Unmasked Estep 
Score: -22818146.000000 Penalty: 6014.034180
	Iteration 0F: 3 clusters Score -2.281815e+07 nChanged 88493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89945 members 
Mstep: Class 2 contains 94493 members 
Entering Unmasked Estep 
Score: -22870296.000000 Penalty: 6014.034180
	Iteration 1F: 3 clusters Score -2.28703e+07 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88579 members 
Mstep: Class 2 contains 95859 members 
Entering Unmasked Estep 
Score: -22871632.000000 Penalty: 6014.034180
	Iteration 2Q: 3 clusters Score -2.287163e+07 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86686 members 
Mstep: Class 2 contains 97752 members 
Entering Unmasked Estep 
Score: -22873754.000000 Penalty: 6014.034180
	Iteration 3Q: 3 clusters Score -2.287375e+07 nChanged 6622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84080 members 
Mstep: Class 2 contains 100358 members 
Entering Unmasked Estep 
Score: -22876820.000000 Penalty: 6014.034180
	Iteration 4Q: 3 clusters Score -2.287682e+07 nChanged 7901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80911 members 
Mstep: Class 2 contains 103527 members 
Entering Unmasked Estep 
Score: -22881154.000000 Penalty: 6014.034180
	Iteration 5Q: 3 clusters Score -2.288115e+07 nChanged 9032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77303 members 
Mstep: Class 2 contains 107135 members 
Entering Unmasked Estep 
Score: -22887070.000000 Penalty: 6014.034180
	Iteration 6Q: 3 clusters Score -2.288707e+07 nChanged 10284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73699 members 
Mstep: Class 2 contains 110739 members 
Entering Unmasked Estep 
Score: -22894390.000000 Penalty: 6014.034180
	Iteration 7F: 3 clusters Score -2.289439e+07 nChanged 11368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70889 members 
Mstep: Class 2 contains 113549 members 
Entering Unmasked Estep 
Score: -22902682.000000 Penalty: 6014.034180
	Iteration 8F: 3 clusters Score -2.290268e+07 nChanged 11559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69416 members 
Mstep: Class 2 contains 115022 members 
Entering Unmasked Estep 
Score: -22910486.000000 Penalty: 6014.034180
	Iteration 9F: 3 clusters Score -2.291049e+07 nChanged 9871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69089 members 
Mstep: Class 2 contains 115349 members 
Entering Unmasked Estep 
Score: -22915840.000000 Penalty: 6014.034180
	Iteration 10F: 3 clusters Score -2.291584e+07 nChanged 7068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69085 members 
Mstep: Class 2 contains 115353 members 
Entering Unmasked Estep 
Score: -22918236.000000 Penalty: 6014.034180
	Iteration 11Q: 3 clusters Score -2.291824e+07 nChanged 4529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69076 members 
Mstep: Class 2 contains 115362 members 
Entering Unmasked Estep 
Score: -22919254.000000 Penalty: 6014.034180
	Iteration 12Q: 3 clusters Score -2.291925e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69065 members 
Mstep: Class 2 contains 115373 members 
Entering Unmasked Estep 
Score: -22919806.000000 Penalty: 6014.034180
	Iteration 13Q: 3 clusters Score -2.291981e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69205 members 
Mstep: Class 2 contains 115233 members 
Entering Unmasked Estep 
Score: -22920284.000000 Penalty: 6014.034180
	Iteration 14Q: 3 clusters Score -2.292028e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69398 members 
Mstep: Class 2 contains 115040 members 
Entering Unmasked Estep 
Score: -22920810.000000 Penalty: 6014.034180
	Iteration 15Q: 3 clusters Score -2.292081e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69756 members 
Mstep: Class 2 contains 114682 members 
Entering Unmasked Estep 
Score: -22921370.000000 Penalty: 6014.034180
	Iteration 16Q: 3 clusters Score -2.292137e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70260 members 
Mstep: Class 2 contains 114178 members 
Entering Unmasked Estep 
Score: -22921930.000000 Penalty: 6014.034180
	Iteration 17Q: 3 clusters Score -2.292193e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70837 members 
Mstep: Class 2 contains 113601 members 
Entering Unmasked Estep 
Score: -22922358.000000 Penalty: 6014.034180
	Iteration 18Q: 3 clusters Score -2.292236e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71502 members 
Mstep: Class 2 contains 112936 members 
Entering Unmasked Estep 
Score: -22922932.000000 Penalty: 6014.034180
	Iteration 19Q: 3 clusters Score -2.292293e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72264 members 
Mstep: Class 2 contains 112174 members 
Entering Unmasked Estep 
Score: -22923444.000000 Penalty: 6014.034180
	Iteration 20F: 3 clusters Score -2.292344e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73028 members 
Mstep: Class 2 contains 111410 members 
Entering Unmasked Estep 
Score: -22924046.000000 Penalty: 6014.034180
	Iteration 21Q: 3 clusters Score -2.292405e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73764 members 
Mstep: Class 2 contains 110674 members 
Entering Unmasked Estep 
Score: -22924528.000000 Penalty: 6014.034180
	Iteration 22Q: 3 clusters Score -2.292453e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74481 members 
Mstep: Class 2 contains 109957 members 
Entering Unmasked Estep 
Score: -22924788.000000 Penalty: 6014.034180
	Iteration 23Q: 3 clusters Score -2.292479e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75247 members 
Mstep: Class 2 contains 109191 members 
Entering Unmasked Estep 
Score: -22925074.000000 Penalty: 6014.034180
	Iteration 24Q: 3 clusters Score -2.292507e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75918 members 
Mstep: Class 2 contains 108520 members 
Entering Unmasked Estep 
Score: -22925234.000000 Penalty: 6014.034180
	Iteration 25Q: 3 clusters Score -2.292523e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76672 members 
Mstep: Class 2 contains 107766 members 
Entering Unmasked Estep 
Score: -22925374.000000 Penalty: 6014.034180
	Iteration 26Q: 3 clusters Score -2.292537e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77378 members 
Mstep: Class 2 contains 107060 members 
Entering Unmasked Estep 
Score: -22925512.000000 Penalty: 6014.034180
	Iteration 27Q: 3 clusters Score -2.292551e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78042 members 
Mstep: Class 2 contains 106396 members 
Entering Unmasked Estep 
Score: -22925562.000000 Penalty: 6014.034180
	Iteration 28Q: 3 clusters Score -2.292556e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78709 members 
Mstep: Class 2 contains 105729 members 
Entering Unmasked Estep 
Score: -22925698.000000 Penalty: 6014.034180
	Iteration 29Q: 3 clusters Score -2.29257e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79358 members 
Mstep: Class 2 contains 105080 members 
Entering Unmasked Estep 
Score: -22925780.000000 Penalty: 6014.034180
	Iteration 30Q: 3 clusters Score -2.292578e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79948 members 
Mstep: Class 2 contains 104490 members 
Entering Unmasked Estep 
Score: -22925826.000000 Penalty: 6014.034180
	Iteration 31Q: 3 clusters Score -2.292583e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80530 members 
Mstep: Class 2 contains 103908 members 
Entering Unmasked Estep 
Score: -22925906.000000 Penalty: 6014.034180
	Iteration 32Q: 3 clusters Score -2.292591e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81101 members 
Mstep: Class 2 contains 103337 members 
Entering Unmasked Estep 
Score: -22925928.000000 Penalty: 6014.034180
	Iteration 33Q: 3 clusters Score -2.292593e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81679 members 
Mstep: Class 2 contains 102759 members 
Entering Unmasked Estep 
Score: -22926092.000000 Penalty: 6014.034180
	Iteration 34Q: 3 clusters Score -2.292609e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82245 members 
Mstep: Class 2 contains 102193 members 
Entering Unmasked Estep 
Score: -22926168.000000 Penalty: 6014.034180
	Iteration 35Q: 3 clusters Score -2.292617e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82842 members 
Mstep: Class 2 contains 101596 members 
Entering Unmasked Estep 
Score: -22926192.000000 Penalty: 6014.034180
	Iteration 36Q: 3 clusters Score -2.292619e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83398 members 
Mstep: Class 2 contains 101040 members 
Entering Unmasked Estep 
Score: -22926262.000000 Penalty: 6014.034180
	Iteration 37Q: 3 clusters Score -2.292626e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84022 members 
Mstep: Class 2 contains 100416 members 
Entering Unmasked Estep 
Score: -22926386.000000 Penalty: 6014.034180
	Iteration 38Q: 3 clusters Score -2.292639e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84694 members 
Mstep: Class 2 contains 99744 members 
Entering Unmasked Estep 
Score: -22926494.000000 Penalty: 6014.034180
	Iteration 39Q: 3 clusters Score -2.292649e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85386 members 
Mstep: Class 2 contains 99052 members 
Entering Unmasked Estep 
Score: -22926550.000000 Penalty: 6014.034180
	Iteration 40F: 3 clusters Score -2.292655e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86066 members 
Mstep: Class 2 contains 98372 members 
Entering Unmasked Estep 
Score: -22926614.000000 Penalty: 6014.034180
	Iteration 41Q: 3 clusters Score -2.292661e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86730 members 
Mstep: Class 2 contains 97708 members 
Entering Unmasked Estep 
Score: -22926616.000000 Penalty: 6014.034180
	Iteration 42Q: 3 clusters Score -2.292662e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87412 members 
Mstep: Class 2 contains 97026 members 
Entering Unmasked Estep 
Score: -22926748.000000 Penalty: 6014.034180
	Iteration 43Q: 3 clusters Score -2.292675e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88146 members 
Mstep: Class 2 contains 96292 members 
Entering Unmasked Estep 
Score: -22926840.000000 Penalty: 6014.034180
	Iteration 44Q: 3 clusters Score -2.292684e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88904 members 
Mstep: Class 2 contains 95534 members 
Entering Unmasked Estep 
Score: -22926844.000000 Penalty: 6014.034180
	Iteration 45Q: 3 clusters Score -2.292684e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89674 members 
Mstep: Class 2 contains 94764 members 
Entering Unmasked Estep 
Score: -22926924.000000 Penalty: 6014.034180
	Iteration 46Q: 3 clusters Score -2.292692e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90454 members 
Mstep: Class 2 contains 93984 members 
Entering Unmasked Estep 
Score: -22926974.000000 Penalty: 6014.034180
	Iteration 47Q: 3 clusters Score -2.292697e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91265 members 
Mstep: Class 2 contains 93173 members 
Entering Unmasked Estep 
Score: -22927016.000000 Penalty: 6014.034180
	Iteration 48Q: 3 clusters Score -2.292702e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92106 members 
Mstep: Class 2 contains 92332 members 
Entering Unmasked Estep 
Score: -22927102.000000 Penalty: 6014.034180
	Iteration 49Q: 3 clusters Score -2.29271e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92959 members 
Mstep: Class 2 contains 91479 members 
Entering Unmasked Estep 
Score: -22927090.000000 Penalty: 6014.034180
	Iteration 50Q: 3 clusters Score -2.292709e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93808 members 
Mstep: Class 2 contains 90630 members 
Entering Unmasked Estep 
Score: -22927266.000000 Penalty: 6014.034180
	Iteration 51Q: 3 clusters Score -2.292727e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94666 members 
Mstep: Class 2 contains 89772 members 
Entering Unmasked Estep 
Score: -22927380.000000 Penalty: 6014.034180
	Iteration 52Q: 3 clusters Score -2.292738e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95593 members 
Mstep: Class 2 contains 88845 members 
Entering Unmasked Estep 
Score: -22927504.000000 Penalty: 6014.034180
	Iteration 53Q: 3 clusters Score -2.29275e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96519 members 
Mstep: Class 2 contains 87919 members 
Entering Unmasked Estep 
Score: -22927554.000000 Penalty: 6014.034180
	Iteration 54Q: 3 clusters Score -2.292755e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97450 members 
Mstep: Class 2 contains 86988 members 
Entering Unmasked Estep 
Score: -22927646.000000 Penalty: 6014.034180
	Iteration 55Q: 3 clusters Score -2.292765e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98473 members 
Mstep: Class 2 contains 85965 members 
Entering Unmasked Estep 
Score: -22927766.000000 Penalty: 6014.034180
	Iteration 56Q: 3 clusters Score -2.292777e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99470 members 
Mstep: Class 2 contains 84968 members 
Entering Unmasked Estep 
Score: -22927768.000000 Penalty: 6014.034180
	Iteration 57Q: 3 clusters Score -2.292777e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100419 members 
Mstep: Class 2 contains 84019 members 
Entering Unmasked Estep 
Score: -22927982.000000 Penalty: 6014.034180
	Iteration 58Q: 3 clusters Score -2.292798e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101348 members 
Mstep: Class 2 contains 83090 members 
Entering Unmasked Estep 
Score: -22928102.000000 Penalty: 6014.034180
	Iteration 59Q: 3 clusters Score -2.29281e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102246 members 
Mstep: Class 2 contains 82192 members 
Entering Unmasked Estep 
Score: -22928172.000000 Penalty: 6014.034180
	Iteration 60F: 3 clusters Score -2.292817e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103178 members 
Mstep: Class 2 contains 81260 members 
Entering Unmasked Estep 
Score: -22928376.000000 Penalty: 6014.034180
	Iteration 61Q: 3 clusters Score -2.292838e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104080 members 
Mstep: Class 2 contains 80358 members 
Entering Unmasked Estep 
Score: -22928474.000000 Penalty: 6014.034180
	Iteration 62Q: 3 clusters Score -2.292847e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105064 members 
Mstep: Class 2 contains 79374 members 
Entering Unmasked Estep 
Score: -22928596.000000 Penalty: 6014.034180
	Iteration 63Q: 3 clusters Score -2.29286e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106039 members 
Mstep: Class 2 contains 78399 members 
Entering Unmasked Estep 
Score: -22928682.000000 Penalty: 6014.034180
	Iteration 64Q: 3 clusters Score -2.292868e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106955 members 
Mstep: Class 2 contains 77483 members 
Entering Unmasked Estep 
Score: -22928808.000000 Penalty: 6014.034180
	Iteration 65Q: 3 clusters Score -2.292881e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107878 members 
Mstep: Class 2 contains 76560 members 
Entering Unmasked Estep 
Score: -22928882.000000 Penalty: 6014.034180
	Iteration 66Q: 3 clusters Score -2.292888e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108781 members 
Mstep: Class 2 contains 75657 members 
Entering Unmasked Estep 
Score: -22928896.000000 Penalty: 6014.034180
	Iteration 67Q: 3 clusters Score -2.29289e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109801 members 
Mstep: Class 2 contains 74637 members 
Entering Unmasked Estep 
Score: -22928952.000000 Penalty: 6014.034180
	Iteration 68Q: 3 clusters Score -2.292895e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110795 members 
Mstep: Class 2 contains 73643 members 
Entering Unmasked Estep 
Score: -22929066.000000 Penalty: 6014.034180
	Iteration 69Q: 3 clusters Score -2.292907e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111754 members 
Mstep: Class 2 contains 72684 members 
Entering Unmasked Estep 
Score: -22929110.000000 Penalty: 6014.034180
	Iteration 70Q: 3 clusters Score -2.292911e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112709 members 
Mstep: Class 2 contains 71729 members 
Entering Unmasked Estep 
Score: -22929202.000000 Penalty: 6014.034180
	Iteration 71Q: 3 clusters Score -2.29292e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113632 members 
Mstep: Class 2 contains 70806 members 
Entering Unmasked Estep 
Score: -22929310.000000 Penalty: 6014.034180
	Iteration 72Q: 3 clusters Score -2.292931e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114560 members 
Mstep: Class 2 contains 69878 members 
Entering Unmasked Estep 
Score: -22929252.000000 Penalty: 6014.034180
	Iteration 73Q: 3 clusters Score -2.292925e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115525 members 
Mstep: Class 2 contains 68913 members 
Entering Unmasked Estep 
Score: -22929296.000000 Penalty: 6014.034180
	Iteration 74Q: 3 clusters Score -2.29293e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116504 members 
Mstep: Class 2 contains 67934 members 
Entering Unmasked Estep 
Score: -22929410.000000 Penalty: 6014.034180
	Iteration 75Q: 3 clusters Score -2.292941e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117565 members 
Mstep: Class 2 contains 66873 members 
Entering Unmasked Estep 
Score: -22929544.000000 Penalty: 6014.034180
	Iteration 76Q: 3 clusters Score -2.292954e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118619 members 
Mstep: Class 2 contains 65819 members 
Entering Unmasked Estep 
Score: -22929654.000000 Penalty: 6014.034180
	Iteration 77Q: 3 clusters Score -2.292965e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119789 members 
Mstep: Class 2 contains 64649 members 
Entering Unmasked Estep 
Score: -22929846.000000 Penalty: 6014.034180
	Iteration 78Q: 3 clusters Score -2.292985e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120902 members 
Mstep: Class 2 contains 63536 members 
Entering Unmasked Estep 
Score: -22930064.000000 Penalty: 6014.034180
	Iteration 79Q: 3 clusters Score -2.293006e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122012 members 
Mstep: Class 2 contains 62426 members 
Entering Unmasked Estep 
Score: -22930140.000000 Penalty: 6014.034180
	Iteration 80F: 3 clusters Score -2.293014e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123122 members 
Mstep: Class 2 contains 61316 members 
Entering Unmasked Estep 
Score: -22930340.000000 Penalty: 6014.034180
	Iteration 81Q: 3 clusters Score -2.293034e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124170 members 
Mstep: Class 2 contains 60268 members 
Entering Unmasked Estep 
Score: -22930500.000000 Penalty: 6014.034180
	Iteration 82Q: 3 clusters Score -2.29305e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125244 members 
Mstep: Class 2 contains 59194 members 
Entering Unmasked Estep 
Score: -22930596.000000 Penalty: 6014.034180
	Iteration 83Q: 3 clusters Score -2.29306e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126264 members 
Mstep: Class 2 contains 58174 members 
Entering Unmasked Estep 
Score: -22930756.000000 Penalty: 6014.034180
	Iteration 84Q: 3 clusters Score -2.293076e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127299 members 
Mstep: Class 2 contains 57139 members 
Entering Unmasked Estep 
Score: -22930886.000000 Penalty: 6014.034180
	Iteration 85Q: 3 clusters Score -2.293089e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128338 members 
Mstep: Class 2 contains 56100 members 
Entering Unmasked Estep 
Score: -22931002.000000 Penalty: 6014.034180
	Iteration 86Q: 3 clusters Score -2.2931e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129359 members 
Mstep: Class 2 contains 55079 members 
Entering Unmasked Estep 
Score: -22931214.000000 Penalty: 6014.034180
	Iteration 87Q: 3 clusters Score -2.293121e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130304 members 
Mstep: Class 2 contains 54134 members 
Entering Unmasked Estep 
Score: -22931294.000000 Penalty: 6014.034180
	Iteration 88Q: 3 clusters Score -2.293129e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131260 members 
Mstep: Class 2 contains 53178 members 
Entering Unmasked Estep 
Score: -22931410.000000 Penalty: 6014.034180
	Iteration 89Q: 3 clusters Score -2.293141e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132176 members 
Mstep: Class 2 contains 52262 members 
Entering Unmasked Estep 
Score: -22931536.000000 Penalty: 6014.034180
	Iteration 90Q: 3 clusters Score -2.293154e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133050 members 
Mstep: Class 2 contains 51388 members 
Entering Unmasked Estep 
Score: -22931744.000000 Penalty: 6014.034180
	Iteration 91Q: 3 clusters Score -2.293174e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133922 members 
Mstep: Class 2 contains 50516 members 
Entering Unmasked Estep 
Score: -22931798.000000 Penalty: 6014.034180
	Iteration 92Q: 3 clusters Score -2.29318e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134826 members 
Mstep: Class 2 contains 49612 members 
Entering Unmasked Estep 
Score: -22931976.000000 Penalty: 6014.034180
	Iteration 93Q: 3 clusters Score -2.293198e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135743 members 
Mstep: Class 2 contains 48695 members 
Entering Unmasked Estep 
Score: -22932090.000000 Penalty: 6014.034180
	Iteration 94Q: 3 clusters Score -2.293209e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136701 members 
Mstep: Class 2 contains 47737 members 
Entering Unmasked Estep 
Score: -22932280.000000 Penalty: 6014.034180
	Iteration 95Q: 3 clusters Score -2.293228e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137690 members 
Mstep: Class 2 contains 46748 members 
Entering Unmasked Estep 
Score: -22932454.000000 Penalty: 6014.034180
	Iteration 96Q: 3 clusters Score -2.293245e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138665 members 
Mstep: Class 2 contains 45773 members 
Entering Unmasked Estep 
Score: -22932582.000000 Penalty: 6014.034180
	Iteration 97Q: 3 clusters Score -2.293258e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139670 members 
Mstep: Class 2 contains 44768 members 
Entering Unmasked Estep 
Score: -22932670.000000 Penalty: 6014.034180
	Iteration 98Q: 3 clusters Score -2.293267e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140748 members 
Mstep: Class 2 contains 43690 members 
Entering Unmasked Estep 
Score: -22932900.000000 Penalty: 6014.034180
	Iteration 99Q: 3 clusters Score -2.29329e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141830 members 
Mstep: Class 2 contains 42608 members 
Entering Unmasked Estep 
Score: -22933132.000000 Penalty: 6014.034180
	Iteration 100F: 3 clusters Score -2.293313e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142920 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
Score: -22933238.000000 Penalty: 6014.034180
	Iteration 101Q: 3 clusters Score -2.293324e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144044 members 
Mstep: Class 2 contains 40394 members 
Entering Unmasked Estep 
Score: -22933492.000000 Penalty: 6014.034180
	Iteration 102Q: 3 clusters Score -2.293349e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145128 members 
Mstep: Class 2 contains 39310 members 
Entering Unmasked Estep 
Score: -22933760.000000 Penalty: 6014.034180
	Iteration 103Q: 3 clusters Score -2.293376e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146201 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -22933926.000000 Penalty: 6014.034180
	Iteration 104Q: 3 clusters Score -2.293393e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147184 members 
Mstep: Class 2 contains 37254 members 
Entering Unmasked Estep 
Score: -22934124.000000 Penalty: 6014.034180
	Iteration 105Q: 3 clusters Score -2.293412e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148265 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -22934302.000000 Penalty: 6014.034180
	Iteration 106Q: 3 clusters Score -2.29343e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149410 members 
Mstep: Class 2 contains 35028 members 
Entering Unmasked Estep 
Score: -22934578.000000 Penalty: 6014.034180
	Iteration 107Q: 3 clusters Score -2.293458e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150607 members 
Mstep: Class 2 contains 33831 members 
Entering Unmasked Estep 
Score: -22934972.000000 Penalty: 6014.034180
	Iteration 108Q: 3 clusters Score -2.293497e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151949 members 
Mstep: Class 2 contains 32489 members 
Entering Unmasked Estep 
Score: -22935156.000000 Penalty: 6014.034180
	Iteration 109Q: 3 clusters Score -2.293516e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153382 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -22935512.000000 Penalty: 6014.034180
	Iteration 110Q: 3 clusters Score -2.293551e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154888 members 
Mstep: Class 2 contains 29550 members 
Entering Unmasked Estep 
Score: -22935940.000000 Penalty: 6014.034180
	Iteration 111Q: 3 clusters Score -2.293594e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156395 members 
Mstep: Class 2 contains 28043 members 
Entering Unmasked Estep 
Score: -22936024.000000 Penalty: 6014.034180
	Iteration 112Q: 3 clusters Score -2.293602e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157917 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -22936204.000000 Penalty: 6014.034180
	Iteration 113Q: 3 clusters Score -2.29362e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159474 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -22936380.000000 Penalty: 6014.034180
	Iteration 114Q: 3 clusters Score -2.293638e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160958 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -22936528.000000 Penalty: 6014.034180
	Iteration 115Q: 3 clusters Score -2.293653e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162427 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -22936784.000000 Penalty: 6014.034180
	Iteration 116Q: 3 clusters Score -2.293678e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163828 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -22937056.000000 Penalty: 6014.034180
	Iteration 117Q: 3 clusters Score -2.293706e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165129 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -22937098.000000 Penalty: 6014.034180
	Iteration 118Q: 3 clusters Score -2.29371e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166388 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -22937224.000000 Penalty: 6014.034180
	Iteration 119Q: 3 clusters Score -2.293722e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167719 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -22937368.000000 Penalty: 6014.034180
	Iteration 120F: 3 clusters Score -2.293737e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168994 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -22937584.000000 Penalty: 6014.034180
	Iteration 121Q: 3 clusters Score -2.293758e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170248 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -22937680.000000 Penalty: 6014.034180
	Iteration 122Q: 3 clusters Score -2.293768e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171474 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -22937636.000000 Penalty: 6014.034180
	Iteration 123Q: 3 clusters Score -2.293764e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172620 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -22937782.000000 Penalty: 6014.034180
	Iteration 124Q: 3 clusters Score -2.293778e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173603 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -22937830.000000 Penalty: 6014.034180
	Iteration 125Q: 3 clusters Score -2.293783e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174512 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -22937816.000000 Penalty: 6014.034180
	Iteration 126Q: 3 clusters Score -2.293782e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175320 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -22937956.000000 Penalty: 6014.034180
	Iteration 127Q: 3 clusters Score -2.293796e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176064 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -22937928.000000 Penalty: 6014.034180
	Iteration 128Q: 3 clusters Score -2.293793e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176755 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -22937906.000000 Penalty: 6014.034180
	Iteration 129Q: 3 clusters Score -2.293791e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177348 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -22937992.000000 Penalty: 6014.034180
	Iteration 130Q: 3 clusters Score -2.293799e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177906 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -22938002.000000 Penalty: 6014.034180
	Iteration 131Q: 3 clusters Score -2.2938e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178413 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -22937940.000000 Penalty: 6014.034180
	Iteration 132Q: 3 clusters Score -2.293794e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178850 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -22937936.000000 Penalty: 6014.034180
	Iteration 133Q: 3 clusters Score -2.293794e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179250 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -22937834.000000 Penalty: 6014.034180
	Iteration 134Q: 3 clusters Score -2.293783e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179591 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -22937894.000000 Penalty: 6014.034180
	Iteration 135Q: 3 clusters Score -2.293789e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179909 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -22937906.000000 Penalty: 6014.034180
	Iteration 136Q: 3 clusters Score -2.293791e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180196 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -22937874.000000 Penalty: 6014.034180
	Iteration 137Q: 3 clusters Score -2.293787e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180453 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -22937876.000000 Penalty: 6014.034180
	Iteration 138Q: 3 clusters Score -2.293788e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180695 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -22937944.000000 Penalty: 6014.034180
	Iteration 139Q: 3 clusters Score -2.293794e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180914 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -22937880.000000 Penalty: 6014.034180
	Iteration 140F: 3 clusters Score -2.293788e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181120 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -22937834.000000 Penalty: 6014.034180
	Iteration 141Q: 3 clusters Score -2.293783e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181292 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -22937834.000000 Penalty: 6014.034180
	Iteration 142Q: 3 clusters Score -2.293783e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181438 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -22937810.000000 Penalty: 6014.034180
	Iteration 143Q: 3 clusters Score -2.293781e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181562 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -22937796.000000 Penalty: 6014.034180
	Iteration 144Q: 3 clusters Score -2.29378e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181670 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -22937778.000000 Penalty: 6014.034180
	Iteration 145Q: 3 clusters Score -2.293778e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181776 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -22937756.000000 Penalty: 6014.034180
	Iteration 146Q: 3 clusters Score -2.293776e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181886 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -22937716.000000 Penalty: 6014.034180
	Iteration 147Q: 3 clusters Score -2.293772e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181992 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -22937674.000000 Penalty: 6014.034180
	Iteration 148Q: 3 clusters Score -2.293767e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182077 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -22937658.000000 Penalty: 6014.034180
	Iteration 149Q: 3 clusters Score -2.293766e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182147 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -22937650.000000 Penalty: 6014.034180
	Iteration 150Q: 3 clusters Score -2.293765e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182213 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -22937628.000000 Penalty: 6014.034180
	Iteration 151Q: 3 clusters Score -2.293763e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182271 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -22937620.000000 Penalty: 6014.034180
	Iteration 152Q: 3 clusters Score -2.293762e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182316 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -22937624.000000 Penalty: 6014.034180
	Iteration 153Q: 3 clusters Score -2.293762e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182347 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -22937596.000000 Penalty: 6014.034180
	Iteration 154Q: 3 clusters Score -2.29376e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182382 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -22937598.000000 Penalty: 6014.034180
	Iteration 155Q: 3 clusters Score -2.29376e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182410 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -22937598.000000 Penalty: 6014.034180
	Iteration 156Q: 3 clusters Score -2.29376e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182435 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -22937592.000000 Penalty: 6014.034180
	Iteration 157Q: 3 clusters Score -2.293759e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182459 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -22937574.000000 Penalty: 6014.034180
	Iteration 158Q: 3 clusters Score -2.293757e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182485 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -22937578.000000 Penalty: 6014.034180
	Iteration 159Q: 3 clusters Score -2.293758e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182509 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -22937570.000000 Penalty: 6014.034180
	Iteration 160F: 3 clusters Score -2.293757e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182543 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -22937584.000000 Penalty: 6014.034180
	Iteration 161Q: 3 clusters Score -2.293758e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182570 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -22937582.000000 Penalty: 6014.034180
	Iteration 162Q: 3 clusters Score -2.293758e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182590 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -22937588.000000 Penalty: 6014.034180
	Iteration 163Q: 3 clusters Score -2.293759e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182611 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -22937578.000000 Penalty: 6014.034180
	Iteration 164Q: 3 clusters Score -2.293758e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182633 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -22937570.000000 Penalty: 6014.034180
	Iteration 165Q: 3 clusters Score -2.293757e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182646 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -22937556.000000 Penalty: 6014.034180
	Iteration 166Q: 3 clusters Score -2.293756e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182659 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -22937562.000000 Penalty: 6014.034180
	Iteration 167Q: 3 clusters Score -2.293756e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182672 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -22937566.000000 Penalty: 6014.034180
	Iteration 168Q: 3 clusters Score -2.293757e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182684 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -22937556.000000 Penalty: 6014.034180
	Iteration 169Q: 3 clusters Score -2.293756e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182698 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -22937528.000000 Penalty: 6014.034180
	Iteration 170Q: 3 clusters Score -2.293753e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182706 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -22937528.000000 Penalty: 6014.034180
	Iteration 171Q: 3 clusters Score -2.293753e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182714 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -22937536.000000 Penalty: 6014.034180
	Iteration 172Q: 3 clusters Score -2.293754e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182722 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -22937544.000000 Penalty: 6014.034180
	Iteration 173Q: 3 clusters Score -2.293754e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182734 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -22937530.000000 Penalty: 6014.034180
	Iteration 174Q: 3 clusters Score -2.293753e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182741 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -22937542.000000 Penalty: 6014.034180
	Iteration 175Q: 3 clusters Score -2.293754e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182748 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -22937556.000000 Penalty: 6014.034180
	Iteration 176Q: 3 clusters Score -2.293756e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182755 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -22937574.000000 Penalty: 6014.034180
	Iteration 177Q: 3 clusters Score -2.293757e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182760 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -22937564.000000 Penalty: 6014.034180
	Iteration 178Q: 3 clusters Score -2.293756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182762 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -22937558.000000 Penalty: 6014.034180
	Iteration 179Q: 3 clusters Score -2.293756e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182764 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -22937560.000000 Penalty: 6014.034180
	Iteration 180F: 3 clusters Score -2.293756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182765 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -22937546.000000 Penalty: 6014.034180
	Iteration 181Q: 3 clusters Score -2.293755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182767 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -22937558.000000 Penalty: 6014.034180
	Iteration 182Q: 3 clusters Score -2.293756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182770 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -22937554.000000 Penalty: 6014.034180
	Iteration 183Q: 3 clusters Score -2.293755e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182774 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -22937538.000000 Penalty: 6014.034180
	Iteration 184Q: 3 clusters Score -2.293754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182775 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -22937538.000000 Penalty: 6014.034180
	Iteration 185Q: 3 clusters Score -2.293754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182776 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -22937540.000000 Penalty: 6014.034180
	Iteration 186Q: 3 clusters Score -2.293754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182777 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -22937548.000000 Penalty: 6014.034180
	Iteration 187Q: 3 clusters Score -2.293755e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182777 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -22937548.000000 Penalty: 6014.034180
	Iteration 188F: 3 clusters Score -2.293755e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -250031.265625 Penalty: 1916.428711
	Iteration 0F: 2 clusters Score -250031.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -247273.812500 Penalty: 3832.857422
	Iteration 0F: 3 clusters Score -247273.8 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -247850.531250 Penalty: 3832.857422
	Iteration 1F: 3 clusters Score -247850.5 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -248104.296875 Penalty: 3832.857422
	Iteration 2F: 3 clusters Score -248104.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -248498.406250 Penalty: 3832.857422
	Iteration 3F: 3 clusters Score -248498.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -248885.093750 Penalty: 3832.857422
	Iteration 4F: 3 clusters Score -248885.1 nChanged 173
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: -249192.156250 Penalty: 3832.857422
	Iteration 5F: 3 clusters Score -249192.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -249449.937500 Penalty: 3832.857422
	Iteration 6F: 3 clusters Score -249449.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -249627.687500 Penalty: 3832.857422
	Iteration 7F: 3 clusters Score -249627.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -249765.765625 Penalty: 3832.857422
	Iteration 8Q: 3 clusters Score -249765.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -249869.734375 Penalty: 3832.857422
	Iteration 9Q: 3 clusters Score -249869.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -249936.968750 Penalty: 3832.857422
	Iteration 10Q: 3 clusters Score -249937 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -249988.046875 Penalty: 3832.857422
	Iteration 11Q: 3 clusters Score -249988 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -250025.734375 Penalty: 3832.857422
	Iteration 12Q: 3 clusters Score -250025.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -250050.875000 Penalty: 3832.857422
	Iteration 13Q: 3 clusters Score -250050.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -250064.125000 Penalty: 3832.857422
	Iteration 14Q: 3 clusters Score -250064.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -250070.578125 Penalty: 3832.857422
	Iteration 15Q: 3 clusters Score -250070.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -250073.593750 Penalty: 3832.857422
	Iteration 16Q: 3 clusters Score -250073.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -250074.468750 Penalty: 3832.857422
	Iteration 17Q: 3 clusters Score -250074.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -250079.671875 Penalty: 3832.857422
	Iteration 18F: 3 clusters Score -250079.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -250099.296875 Penalty: 3832.857422
	Iteration 19Q: 3 clusters Score -250099.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -250113.171875 Penalty: 3832.857422
	Iteration 20F: 3 clusters Score -250113.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -250119.593750 Penalty: 3832.857422
	Iteration 21Q: 3 clusters Score -250119.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -250122.046875 Penalty: 3832.857422
	Iteration 22Q: 3 clusters Score -250122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -250122.875000 Penalty: 3832.857422
	Iteration 23Q: 3 clusters Score -250122.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -250123.625000 Penalty: 3832.857422
	Iteration 24Q: 3 clusters Score -250123.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -250127.312500 Penalty: 3832.857422
	Iteration 25Q: 3 clusters Score -250127.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -250132.593750 Penalty: 3832.857422
	Iteration 26Q: 3 clusters Score -250132.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -250133.171875 Penalty: 3832.857422
	Iteration 27Q: 3 clusters Score -250133.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -250134.468750 Penalty: 3832.857422
	Iteration 28Q: 3 clusters Score -250134.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -250135.187500 Penalty: 3832.857422
	Iteration 29Q: 3 clusters Score -250135.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -250135.734375 Penalty: 3832.857422
	Iteration 30Q: 3 clusters Score -250135.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -250135.734375 Penalty: 3832.857422
	Iteration 31F: 3 clusters Score -250135.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 14080 members 
Mstep: Class 3 contains 48458 members 
Mstep: Class 4 contains 37738 members 
Mstep: Class 5 contains 6623 members 
Mstep: Class 6 contains 5157 members 
Mstep: Class 7 contains 24098 members 
Mstep: Class 8 contains 79146 members 
Mstep: Class 9 contains 6572 members 
Mstep: Class 10 contains 120279 members 
Mstep: Class 11 contains 24831 members 
Mstep: Class 12 contains 4214 members 
Mstep: Class 13 contains 184438 members 
Mstep: Class 14 contains 1983 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1867 members 
Mstep: Class 17 contains 287 members 
Mstep: Class 19 contains 58673 members 
Mstep: Class 20 contains 208098 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 6134 members 
Entering Unmasked Estep 
Score: -104756440.000000 Penalty: 71150.023438
Splitting cluster 14 changes total score from -104757648.000000 to -104756440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (1340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Entering Unmasked Estep 
Score: -153614.765625 Penalty: 1785.705322
	Iteration 0F: 2 clusters Score -153614.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -151578.546875 Penalty: 3571.410645
	Iteration 0F: 3 clusters Score -151578.5 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -152311.375000 Penalty: 3571.410645
	Iteration 1F: 3 clusters Score -152311.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -152742.078125 Penalty: 3571.410645
	Iteration 2F: 3 clusters Score -152742.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -153079.734375 Penalty: 3571.410645
	Iteration 3F: 3 clusters Score -153079.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -153324.281250 Penalty: 3571.410645
	Iteration 4Q: 3 clusters Score -153324.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -153417.734375 Penalty: 3571.410645
	Iteration 5Q: 3 clusters Score -153417.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -153488.781250 Penalty: 3571.410645
	Iteration 6Q: 3 clusters Score -153488.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -153570.734375 Penalty: 3571.410645
	Iteration 7Q: 3 clusters Score -153570.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -153644.468750 Penalty: 3571.410645
	Iteration 8Q: 3 clusters Score -153644.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -153727.437500 Penalty: 3571.410645
	Iteration 9Q: 3 clusters Score -153727.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -153781.109375 Penalty: 3571.410645
	Iteration 10Q: 3 clusters Score -153781.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -153831.156250 Penalty: 3571.410645
	Iteration 11Q: 3 clusters Score -153831.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -153889.953125 Penalty: 3571.410645
	Iteration 12Q: 3 clusters Score -153890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -153920.390625 Penalty: 3571.410645
	Iteration 13Q: 3 clusters Score -153920.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -153931.671875 Penalty: 3571.410645
	Iteration 14Q: 3 clusters Score -153931.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -153935.718750 Penalty: 3571.410645
	Iteration 15Q: 3 clusters Score -153935.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -153940.656250 Penalty: 3571.410645
	Iteration 16Q: 3 clusters Score -153940.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -153946.453125 Penalty: 3571.410645
	Iteration 17Q: 3 clusters Score -153946.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -153949.531250 Penalty: 3571.410645
	Iteration 18Q: 3 clusters Score -153949.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -153950.578125 Penalty: 3571.410645
	Iteration 19Q: 3 clusters Score -153950.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -153953.625000 Penalty: 3571.410645
	Iteration 20F: 3 clusters Score -153953.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -153959.890625 Penalty: 3571.410645
	Iteration 21Q: 3 clusters Score -153959.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -153967.093750 Penalty: 3571.410645
	Iteration 22Q: 3 clusters Score -153967.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -153974.515625 Penalty: 3571.410645
	Iteration 23Q: 3 clusters Score -153974.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -153978.625000 Penalty: 3571.410645
	Iteration 24Q: 3 clusters Score -153978.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -153981.281250 Penalty: 3571.410645
	Iteration 25Q: 3 clusters Score -153981.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -153982.250000 Penalty: 3571.410645
	Iteration 26Q: 3 clusters Score -153982.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -153984.078125 Penalty: 3571.410645
	Iteration 27Q: 3 clusters Score -153984.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -153986.562500 Penalty: 3571.410645
	Iteration 28Q: 3 clusters Score -153986.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -153986.562500 Penalty: 3571.410645
	Iteration 29F: 3 clusters Score -153986.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 14080 members 
Mstep: Class 3 contains 48458 members 
Mstep: Class 4 contains 37738 members 
Mstep: Class 5 contains 6623 members 
Mstep: Class 6 contains 5157 members 
Mstep: Class 7 contains 24098 members 
Mstep: Class 8 contains 79146 members 
Mstep: Class 9 contains 6572 members 
Mstep: Class 10 contains 120279 members 
Mstep: Class 11 contains 24831 members 
Mstep: Class 12 contains 4214 members 
Mstep: Class 13 contains 184438 members 
Mstep: Class 14 contains 2270 members 
Mstep: Class 15 contains 540 members 
Mstep: Class 16 contains 1867 members 
Mstep: Class 17 contains 800 members 
Mstep: Class 19 contains 58673 members 
Mstep: Class 20 contains 208098 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 6134 members 
Entering Unmasked Estep 
Score: -104756600.000000 Penalty: 71150.023438
Splitting cluster 15 changes total score from -104757648.000000 to -104756600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (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: -223727.046875 Penalty: 1867.957886
	Iteration 0F: 2 clusters Score -223727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -221197.906250 Penalty: 3735.915771
	Iteration 0F: 3 clusters Score -221197.9 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -221637.875000 Penalty: 3735.915771
	Iteration 1F: 3 clusters Score -221637.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -221776.562500 Penalty: 3735.915771
	Iteration 2F: 3 clusters Score -221776.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -221865.593750 Penalty: 3735.915771
	Iteration 3Q: 3 clusters Score -221865.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -221912.203125 Penalty: 3735.915771
	Iteration 4Q: 3 clusters Score -221912.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -221942.375000 Penalty: 3735.915771
	Iteration 5Q: 3 clusters Score -221942.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -221962.562500 Penalty: 3735.915771
	Iteration 6Q: 3 clusters Score -221962.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -221973.296875 Penalty: 3735.915771
	Iteration 7Q: 3 clusters Score -221973.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -221983.656250 Penalty: 3735.915771
	Iteration 8Q: 3 clusters Score -221983.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -221993.343750 Penalty: 3735.915771
	Iteration 9Q: 3 clusters Score -221993.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -222003.859375 Penalty: 3735.915771
	Iteration 10Q: 3 clusters Score -222003.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -222012.781250 Penalty: 3735.915771
	Iteration 11Q: 3 clusters Score -222012.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -222018.187500 Penalty: 3735.915771
	Iteration 12Q: 3 clusters Score -222018.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -222024.406250 Penalty: 3735.915771
	Iteration 13Q: 3 clusters Score -222024.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -222032.562500 Penalty: 3735.915771
	Iteration 14Q: 3 clusters Score -222032.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -222039.062500 Penalty: 3735.915771
	Iteration 15Q: 3 clusters Score -222039.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -222040.812500 Penalty: 3735.915771
	Iteration 16Q: 3 clusters Score -222040.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -222044.578125 Penalty: 3735.915771
	Iteration 17Q: 3 clusters Score -222044.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -222052.796875 Penalty: 3735.915771
	Iteration 18Q: 3 clusters Score -222052.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -222056.937500 Penalty: 3735.915771
	Iteration 19Q: 3 clusters Score -222056.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -222060.578125 Penalty: 3735.915771
	Iteration 20F: 3 clusters Score -222060.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -222061.828125 Penalty: 3735.915771
	Iteration 21Q: 3 clusters Score -222061.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -222063.750000 Penalty: 3735.915771
	Iteration 22Q: 3 clusters Score -222063.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -222066.062500 Penalty: 3735.915771
	Iteration 23Q: 3 clusters Score -222066.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -222068.234375 Penalty: 3735.915771
	Iteration 24Q: 3 clusters Score -222068.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -222070.593750 Penalty: 3735.915771
	Iteration 25Q: 3 clusters Score -222070.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -222074.265625 Penalty: 3735.915771
	Iteration 26Q: 3 clusters Score -222074.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -222076.703125 Penalty: 3735.915771
	Iteration 27Q: 3 clusters Score -222076.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -222078.703125 Penalty: 3735.915771
	Iteration 28Q: 3 clusters Score -222078.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -222079.984375 Penalty: 3735.915771
	Iteration 29Q: 3 clusters Score -222080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -222084.078125 Penalty: 3735.915771
	Iteration 30Q: 3 clusters Score -222084.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -222085.703125 Penalty: 3735.915771
	Iteration 31Q: 3 clusters Score -222085.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -222086.796875 Penalty: 3735.915771
	Iteration 32Q: 3 clusters Score -222086.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -222087.968750 Penalty: 3735.915771
	Iteration 33Q: 3 clusters Score -222088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -222089.093750 Penalty: 3735.915771
	Iteration 34Q: 3 clusters Score -222089.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -222091.671875 Penalty: 3735.915771
	Iteration 35Q: 3 clusters Score -222091.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -222097.546875 Penalty: 3735.915771
	Iteration 36Q: 3 clusters Score -222097.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -222101.078125 Penalty: 3735.915771
	Iteration 37Q: 3 clusters Score -222101.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -222105.765625 Penalty: 3735.915771
	Iteration 38Q: 3 clusters Score -222105.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -222110.031250 Penalty: 3735.915771
	Iteration 39Q: 3 clusters Score -222110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -222111.468750 Penalty: 3735.915771
	Iteration 40F: 3 clusters Score -222111.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -222113.640625 Penalty: 3735.915771
	Iteration 41Q: 3 clusters Score -222113.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -222116.250000 Penalty: 3735.915771
	Iteration 42Q: 3 clusters Score -222116.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -222117.953125 Penalty: 3735.915771
	Iteration 43Q: 3 clusters Score -222118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -222118.187500 Penalty: 3735.915771
	Iteration 44Q: 3 clusters Score -222118.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -222119.093750 Penalty: 3735.915771
	Iteration 45Q: 3 clusters Score -222119.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -222119.093750 Penalty: 3735.915771
	Iteration 46F: 3 clusters Score -222119.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (58673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58673 members 
Entering Unmasked Estep 
Score: -7123985.000000 Penalty: 2722.974365
	Iteration 0F: 2 clusters Score -7123985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29366 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -7084668.500000 Penalty: 5445.948730
	Iteration 0F: 3 clusters Score -7084668 nChanged 27178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -7099574.500000 Penalty: 5445.948730
	Iteration 1F: 3 clusters Score -7099574 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30100 members 
Mstep: Class 2 contains 28573 members 
Entering Unmasked Estep 
Score: -7100166.000000 Penalty: 5445.948730
	Iteration 2Q: 3 clusters Score -7100166 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -7100759.500000 Penalty: 5445.948730
	Iteration 3Q: 3 clusters Score -7100760 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30874 members 
Mstep: Class 2 contains 27799 members 
Entering Unmasked Estep 
Score: -7101385.500000 Penalty: 5445.948730
	Iteration 4Q: 3 clusters Score -7101386 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31415 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -7102151.500000 Penalty: 5445.948730
	Iteration 5Q: 3 clusters Score -7102152 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32055 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -7103100.000000 Penalty: 5445.948730
	Iteration 6Q: 3 clusters Score -7103100 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32913 members 
Mstep: Class 2 contains 25760 members 
Entering Unmasked Estep 
Score: -7104297.000000 Penalty: 5445.948730
	Iteration 7Q: 3 clusters Score -7104297 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33953 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -7105820.500000 Penalty: 5445.948730
	Iteration 8Q: 3 clusters Score -7105820 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35095 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -7107655.500000 Penalty: 5445.948730
	Iteration 9F: 3 clusters Score -7107656 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36402 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -7109466.500000 Penalty: 5445.948730
	Iteration 10F: 3 clusters Score -7109466 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37743 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -7110926.500000 Penalty: 5445.948730
	Iteration 11Q: 3 clusters Score -7110926 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39199 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -7112118.500000 Penalty: 5445.948730
	Iteration 12Q: 3 clusters Score -7112118 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -7113054.000000 Penalty: 5445.948730
	Iteration 13Q: 3 clusters Score -7113054 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42318 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -7113826.500000 Penalty: 5445.948730
	Iteration 14Q: 3 clusters Score -7113826 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43817 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -7114487.500000 Penalty: 5445.948730
	Iteration 15Q: 3 clusters Score -7114488 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45215 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -7115070.500000 Penalty: 5445.948730
	Iteration 16Q: 3 clusters Score -7115070 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46594 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -7115638.000000 Penalty: 5445.948730
	Iteration 17Q: 3 clusters Score -7115638 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47956 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -7116229.000000 Penalty: 5445.948730
	Iteration 18Q: 3 clusters Score -7116229 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49239 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -7116786.000000 Penalty: 5445.948730
	Iteration 19Q: 3 clusters Score -7116786 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50459 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -7117406.000000 Penalty: 5445.948730
	Iteration 20F: 3 clusters Score -7117406 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51600 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -7117927.000000 Penalty: 5445.948730
	Iteration 21Q: 3 clusters Score -7117927 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52623 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -7118434.000000 Penalty: 5445.948730
	Iteration 22Q: 3 clusters Score -7118434 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53573 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -7118924.500000 Penalty: 5445.948730
	Iteration 23Q: 3 clusters Score -7118924 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54422 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -7119424.500000 Penalty: 5445.948730
	Iteration 24Q: 3 clusters Score -7119424 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55179 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -7119851.000000 Penalty: 5445.948730
	Iteration 25Q: 3 clusters Score -7119851 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55813 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -7120203.000000 Penalty: 5445.948730
	Iteration 26Q: 3 clusters Score -7120203 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56354 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -7120517.500000 Penalty: 5445.948730
	Iteration 27Q: 3 clusters Score -7120518 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56759 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -7120782.500000 Penalty: 5445.948730
	Iteration 28Q: 3 clusters Score -7120782 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57082 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -7120998.000000 Penalty: 5445.948730
	Iteration 29Q: 3 clusters Score -7120998 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57319 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -7121122.000000 Penalty: 5445.948730
	Iteration 30Q: 3 clusters Score -7121122 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57500 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -7121262.000000 Penalty: 5445.948730
	Iteration 31Q: 3 clusters Score -7121262 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57637 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -7121352.000000 Penalty: 5445.948730
	Iteration 32Q: 3 clusters Score -7121352 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57748 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -7121407.500000 Penalty: 5445.948730
	Iteration 33Q: 3 clusters Score -7121408 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57825 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -7121469.500000 Penalty: 5445.948730
	Iteration 34Q: 3 clusters Score -7121470 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57892 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -7121516.500000 Penalty: 5445.948730
	Iteration 35Q: 3 clusters Score -7121516 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57926 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -7121542.000000 Penalty: 5445.948730
	Iteration 36Q: 3 clusters Score -7121542 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57957 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -7121547.000000 Penalty: 5445.948730
	Iteration 37Q: 3 clusters Score -7121547 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57992 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -7121572.000000 Penalty: 5445.948730
	Iteration 38Q: 3 clusters Score -7121572 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58021 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -7121590.000000 Penalty: 5445.948730
	Iteration 39Q: 3 clusters Score -7121590 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58041 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -7121606.000000 Penalty: 5445.948730
	Iteration 40F: 3 clusters Score -7121606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58056 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -7121609.500000 Penalty: 5445.948730
	Iteration 41Q: 3 clusters Score -7121610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58065 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -7121605.500000 Penalty: 5445.948730
	Iteration 42Q: 3 clusters Score -7121606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58073 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -7121624.500000 Penalty: 5445.948730
	Iteration 43Q: 3 clusters Score -7121624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58082 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -7121629.500000 Penalty: 5445.948730
	Iteration 44Q: 3 clusters Score -7121630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58089 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -7121634.000000 Penalty: 5445.948730
	Iteration 45Q: 3 clusters Score -7121634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58096 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -7121649.000000 Penalty: 5445.948730
	Iteration 46Q: 3 clusters Score -7121649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58103 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -7121650.500000 Penalty: 5445.948730
	Iteration 47Q: 3 clusters Score -7121650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58112 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -7121650.500000 Penalty: 5445.948730
	Iteration 48Q: 3 clusters Score -7121650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58117 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -7121650.000000 Penalty: 5445.948730
	Iteration 49Q: 3 clusters Score -7121650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58122 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -7121655.500000 Penalty: 5445.948730
	Iteration 50Q: 3 clusters Score -7121656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58126 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -7121661.500000 Penalty: 5445.948730
	Iteration 51Q: 3 clusters Score -7121662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58130 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -7121670.000000 Penalty: 5445.948730
	Iteration 52Q: 3 clusters Score -7121670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58132 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -7121671.000000 Penalty: 5445.948730
	Iteration 53Q: 3 clusters Score -7121671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58133 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -7121671.500000 Penalty: 5445.948730
	Iteration 54Q: 3 clusters Score -7121672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58133 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -7121672.500000 Penalty: 5445.948730
	Iteration 55Q: 3 clusters Score -7121672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58134 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -7121675.000000 Penalty: 5445.948730
	Iteration 56Q: 3 clusters Score -7121675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58134 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -7121675.000000 Penalty: 5445.948730
	Iteration 57F: 3 clusters Score -7121675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (208098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208098 members 
Entering Unmasked Estep 
Score: -25856682.000000 Penalty: 3036.949707
	Iteration 0F: 2 clusters Score -2.585668e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104149 members 
Mstep: Class 2 contains 103949 members 
Entering Unmasked Estep 
Score: -25721082.000000 Penalty: 6073.899414
	Iteration 0F: 3 clusters Score -2.572108e+07 nChanged 100199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105280 members 
Mstep: Class 2 contains 102818 members 
Entering Unmasked Estep 
Score: -25779480.000000 Penalty: 6073.899414
	Iteration 1F: 3 clusters Score -2.577948e+07 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106311 members 
Mstep: Class 2 contains 101787 members 
Entering Unmasked Estep 
Score: -25780766.000000 Penalty: 6073.899414
	Iteration 2Q: 3 clusters Score -2.578077e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107831 members 
Mstep: Class 2 contains 100267 members 
Entering Unmasked Estep 
Score: -25782152.000000 Penalty: 6073.899414
	Iteration 3Q: 3 clusters Score -2.578215e+07 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110150 members 
Mstep: Class 2 contains 97948 members 
Entering Unmasked Estep 
Score: -25783926.000000 Penalty: 6073.899414
	Iteration 4Q: 3 clusters Score -2.578393e+07 nChanged 7487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113591 members 
Mstep: Class 2 contains 94507 members 
Entering Unmasked Estep 
Score: -25786820.000000 Penalty: 6073.899414
	Iteration 5Q: 3 clusters Score -2.578682e+07 nChanged 8861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118572 members 
Mstep: Class 2 contains 89526 members 
Entering Unmasked Estep 
Score: -25790496.000000 Penalty: 6073.899414
	Iteration 6Q: 3 clusters Score -2.57905e+07 nChanged 10838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125720 members 
Mstep: Class 2 contains 82378 members 
Entering Unmasked Estep 
Score: -25795998.000000 Penalty: 6073.899414
	Iteration 7F: 3 clusters Score -2.5796e+07 nChanged 12895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135107 members 
Mstep: Class 2 contains 72991 members 
Entering Unmasked Estep 
Score: -25804558.000000 Penalty: 6073.899414
	Iteration 8F: 3 clusters Score -2.580456e+07 nChanged 14179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146040 members 
Mstep: Class 2 contains 62058 members 
Entering Unmasked Estep 
Score: -25815722.000000 Penalty: 6073.899414
	Iteration 9F: 3 clusters Score -2.581572e+07 nChanged 13612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156522 members 
Mstep: Class 2 contains 51576 members 
Entering Unmasked Estep 
Score: -25827154.000000 Penalty: 6073.899414
	Iteration 10F: 3 clusters Score -2.582715e+07 nChanged 10844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164580 members 
Mstep: Class 2 contains 43518 members 
Entering Unmasked Estep 
Score: -25835598.000000 Penalty: 6073.899414
	Iteration 11F: 3 clusters Score -2.58356e+07 nChanged 7894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170438 members 
Mstep: Class 2 contains 37660 members 
Entering Unmasked Estep 
Score: -25840660.000000 Penalty: 6073.899414
	Iteration 12Q: 3 clusters Score -2.584066e+07 nChanged 5646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175048 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -25843626.000000 Penalty: 6073.899414
	Iteration 13Q: 3 clusters Score -2.584363e+07 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179226 members 
Mstep: Class 2 contains 28872 members 
Entering Unmasked Estep 
Score: -25845734.000000 Penalty: 6073.899414
	Iteration 14Q: 3 clusters Score -2.584573e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183018 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -25847692.000000 Penalty: 6073.899414
	Iteration 15Q: 3 clusters Score -2.584769e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186470 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -25849138.000000 Penalty: 6073.899414
	Iteration 16Q: 3 clusters Score -2.584914e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189620 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -25850402.000000 Penalty: 6073.899414
	Iteration 17Q: 3 clusters Score -2.58504e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192406 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -25851344.000000 Penalty: 6073.899414
	Iteration 18Q: 3 clusters Score -2.585134e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194862 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -25852244.000000 Penalty: 6073.899414
	Iteration 19Q: 3 clusters Score -2.585224e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196993 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -25853026.000000 Penalty: 6073.899414
	Iteration 20F: 3 clusters Score -2.585303e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198830 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -25853708.000000 Penalty: 6073.899414
	Iteration 21Q: 3 clusters Score -2.585371e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200310 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -25854126.000000 Penalty: 6073.899414
	Iteration 22Q: 3 clusters Score -2.585413e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201587 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -25854408.000000 Penalty: 6073.899414
	Iteration 23Q: 3 clusters Score -2.585441e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202621 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -25854708.000000 Penalty: 6073.899414
	Iteration 24Q: 3 clusters Score -2.585471e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203473 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -25854732.000000 Penalty: 6073.899414
	Iteration 25Q: 3 clusters Score -2.585473e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204138 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -25854864.000000 Penalty: 6073.899414
	Iteration 26Q: 3 clusters Score -2.585486e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204665 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -25854898.000000 Penalty: 6073.899414
	Iteration 27Q: 3 clusters Score -2.58549e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205071 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -25854998.000000 Penalty: 6073.899414
	Iteration 28Q: 3 clusters Score -2.5855e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205404 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -25855064.000000 Penalty: 6073.899414
	Iteration 29Q: 3 clusters Score -2.585506e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205662 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -25855072.000000 Penalty: 6073.899414
	Iteration 30Q: 3 clusters Score -2.585507e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205856 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -25855024.000000 Penalty: 6073.899414
	Iteration 31Q: 3 clusters Score -2.585502e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206013 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -25855052.000000 Penalty: 6073.899414
	Iteration 32Q: 3 clusters Score -2.585505e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206159 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -25855028.000000 Penalty: 6073.899414
	Iteration 33Q: 3 clusters Score -2.585503e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206291 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -25855010.000000 Penalty: 6073.899414
	Iteration 34Q: 3 clusters Score -2.585501e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206384 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -25855018.000000 Penalty: 6073.899414
	Iteration 35Q: 3 clusters Score -2.585502e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206466 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -25854956.000000 Penalty: 6073.899414
	Iteration 36Q: 3 clusters Score -2.585496e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206530 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -25854994.000000 Penalty: 6073.899414
	Iteration 37Q: 3 clusters Score -2.585499e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206576 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -25854998.000000 Penalty: 6073.899414
	Iteration 38Q: 3 clusters Score -2.5855e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206605 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -25854992.000000 Penalty: 6073.899414
	Iteration 39Q: 3 clusters Score -2.585499e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206636 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -25854948.000000 Penalty: 6073.899414
	Iteration 40F: 3 clusters Score -2.585495e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206661 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -25854940.000000 Penalty: 6073.899414
	Iteration 41Q: 3 clusters Score -2.585494e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206676 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -25854934.000000 Penalty: 6073.899414
	Iteration 42Q: 3 clusters Score -2.585493e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206690 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -25854948.000000 Penalty: 6073.899414
	Iteration 43Q: 3 clusters Score -2.585495e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206695 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -25854950.000000 Penalty: 6073.899414
	Iteration 44Q: 3 clusters Score -2.585495e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206701 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -25854944.000000 Penalty: 6073.899414
	Iteration 45Q: 3 clusters Score -2.585494e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206709 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -25854922.000000 Penalty: 6073.899414
	Iteration 46Q: 3 clusters Score -2.585492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206714 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -25854930.000000 Penalty: 6073.899414
	Iteration 47Q: 3 clusters Score -2.585493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206717 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -25854932.000000 Penalty: 6073.899414
	Iteration 48Q: 3 clusters Score -2.585493e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206723 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -25854938.000000 Penalty: 6073.899414
	Iteration 49Q: 3 clusters Score -2.585494e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206734 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -25854940.000000 Penalty: 6073.899414
	Iteration 50Q: 3 clusters Score -2.585494e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206742 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -25854924.000000 Penalty: 6073.899414
	Iteration 51Q: 3 clusters Score -2.585492e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206746 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -25854922.000000 Penalty: 6073.899414
	Iteration 52Q: 3 clusters Score -2.585492e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206755 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -25854920.000000 Penalty: 6073.899414
	Iteration 53Q: 3 clusters Score -2.585492e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206758 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -25854932.000000 Penalty: 6073.899414
	Iteration 54Q: 3 clusters Score -2.585493e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206762 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -25854930.000000 Penalty: 6073.899414
	Iteration 55Q: 3 clusters Score -2.585493e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206768 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -25854904.000000 Penalty: 6073.899414
	Iteration 56Q: 3 clusters Score -2.58549e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206771 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -25854906.000000 Penalty: 6073.899414
	Iteration 57Q: 3 clusters Score -2.585491e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206770 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -25854920.000000 Penalty: 6073.899414
	Iteration 58Q: 3 clusters Score -2.585492e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206771 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -25854924.000000 Penalty: 6073.899414
	Iteration 59Q: 3 clusters Score -2.585492e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206771 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -25854912.000000 Penalty: 6073.899414
	Iteration 60F: 3 clusters Score -2.585491e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Entering Unmasked Estep 
Score: -161109.546875 Penalty: 1794.254883
	Iteration 0F: 2 clusters Score -161109.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -159017.734375 Penalty: 3588.509766
	Iteration 0F: 3 clusters Score -159017.7 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -159548.109375 Penalty: 3588.509766
	Iteration 1F: 3 clusters Score -159548.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -159746.734375 Penalty: 3588.509766
	Iteration 2F: 3 clusters Score -159746.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -159914.093750 Penalty: 3588.509766
	Iteration 3F: 3 clusters Score -159914.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -160074.890625 Penalty: 3588.509766
	Iteration 4Q: 3 clusters Score -160074.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -160210.578125 Penalty: 3588.509766
	Iteration 5Q: 3 clusters Score -160210.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -160338.234375 Penalty: 3588.509766
	Iteration 6Q: 3 clusters Score -160338.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -160391.078125 Penalty: 3588.509766
	Iteration 7Q: 3 clusters Score -160391.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -160490.125000 Penalty: 3588.509766
	Iteration 8Q: 3 clusters Score -160490.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -160561.859375 Penalty: 3588.509766
	Iteration 9Q: 3 clusters Score -160561.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -160656.781250 Penalty: 3588.509766
	Iteration 10Q: 3 clusters Score -160656.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -160767.968750 Penalty: 3588.509766
	Iteration 11Q: 3 clusters Score -160768 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -160928.484375 Penalty: 3588.509766
	Iteration 12Q: 3 clusters Score -160928.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -161025.531250 Penalty: 3588.509766
	Iteration 13Q: 3 clusters Score -161025.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -161118.125000 Penalty: 3588.509766
	Iteration 14Q: 3 clusters Score -161118.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -161198.109375 Penalty: 3588.509766
	Iteration 15Q: 3 clusters Score -161198.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -161243.468750 Penalty: 3588.509766
	Iteration 16Q: 3 clusters Score -161243.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -161286.546875 Penalty: 3588.509766
	Iteration 17Q: 3 clusters Score -161286.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -161323.031250 Penalty: 3588.509766
	Iteration 18Q: 3 clusters Score -161323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -161344.359375 Penalty: 3588.509766
	Iteration 19Q: 3 clusters Score -161344.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -161368.218750 Penalty: 3588.509766
	Iteration 20F: 3 clusters Score -161368.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -161401.453125 Penalty: 3588.509766
	Iteration 21Q: 3 clusters Score -161401.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -161413.093750 Penalty: 3588.509766
	Iteration 22Q: 3 clusters Score -161413.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -161417.093750 Penalty: 3588.509766
	Iteration 23Q: 3 clusters Score -161417.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -161417.093750 Penalty: 3588.509766
	Iteration 24F: 3 clusters Score -161417.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 14080 members 
Mstep: Class 3 contains 48458 members 
Mstep: Class 4 contains 37738 members 
Mstep: Class 5 contains 6623 members 
Mstep: Class 6 contains 5157 members 
Mstep: Class 7 contains 24098 members 
Mstep: Class 8 contains 79146 members 
Mstep: Class 9 contains 6572 members 
Mstep: Class 10 contains 120279 members 
Mstep: Class 11 contains 24831 members 
Mstep: Class 12 contains 4214 members 
Mstep: Class 13 contains 184438 members 
Mstep: Class 14 contains 2270 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1867 members 
Mstep: Class 17 contains 397 members 
Mstep: Class 19 contains 58673 members 
Mstep: Class 20 contains 208098 members 
Mstep: Class 21 contains 990 members 
Mstep: Class 22 contains 6134 members 
Entering Unmasked Estep 
Score: -104756552.000000 Penalty: 71150.023438
Splitting cluster 21 changes total score from -104757648.000000 to -104756552.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (6134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Entering Unmasked Estep 
Score: -723905.812500 Penalty: 2162.957520
	Iteration 0F: 2 clusters Score -723905.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -718751.875000 Penalty: 4325.915039
	Iteration 0F: 3 clusters Score -718751.9 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -720294.125000 Penalty: 4325.915039
	Iteration 1F: 3 clusters Score -720294.1 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -720745.437500 Penalty: 4325.915039
	Iteration 2F: 3 clusters Score -720745.4 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -721084.875000 Penalty: 4325.915039
	Iteration 3F: 3 clusters Score -721084.9 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -721402.250000 Penalty: 4325.915039
	Iteration 4F: 3 clusters Score -721402.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -721678.375000 Penalty: 4325.915039
	Iteration 5F: 3 clusters Score -721678.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -721903.500000 Penalty: 4325.915039
	Iteration 6F: 3 clusters Score -721903.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -722051.312500 Penalty: 4325.915039
	Iteration 7Q: 3 clusters Score -722051.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -722182.562500 Penalty: 4325.915039
	Iteration 8Q: 3 clusters Score -722182.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -722281.187500 Penalty: 4325.915039
	Iteration 9Q: 3 clusters Score -722281.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -722357.375000 Penalty: 4325.915039
	Iteration 10Q: 3 clusters Score -722357.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -722418.250000 Penalty: 4325.915039
	Iteration 11Q: 3 clusters Score -722418.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -722464.500000 Penalty: 4325.915039
	Iteration 12Q: 3 clusters Score -722464.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -722498.312500 Penalty: 4325.915039
	Iteration 13Q: 3 clusters Score -722498.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -722522.062500 Penalty: 4325.915039
	Iteration 14Q: 3 clusters Score -722522.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -722538.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -722547.125000 Penalty: 4325.915039
	Iteration 16Q: 3 clusters Score -722547.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -722553.875000 Penalty: 4325.915039
	Iteration 17Q: 3 clusters Score -722553.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -722561.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -722562.875000 Penalty: 4325.915039
	Iteration 19Q: 3 clusters Score -722562.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -722564.000000 Penalty: 4325.915039
	Iteration 20F: 3 clusters Score -722564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -722563.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -722563.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -722563.750000 Penalty: 4325.915039
	Iteration 23F: 3 clusters Score -722563.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 14080 members 
Mstep: Class 3 contains 48458 members 
Mstep: Class 4 contains 37738 members 
Mstep: Class 5 contains 6623 members 
Mstep: Class 6 contains 5157 members 
Mstep: Class 7 contains 24098 members 
Mstep: Class 8 contains 79146 members 
Mstep: Class 9 contains 6572 members 
Mstep: Class 10 contains 120279 members 
Mstep: Class 11 contains 24831 members 
Mstep: Class 12 contains 4214 members 
Mstep: Class 13 contains 184438 members 
Mstep: Class 14 contains 2270 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1867 members 
Mstep: Class 19 contains 58673 members 
Mstep: Class 20 contains 208098 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 6134 members 
Entering Unmasked Estep 
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Iteration 79Q: 21 clusters Score -1.047579e+08 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21998 members 
Mstep: Class 2 contains 14105 members 
Mstep: Class 3 contains 48628 members 
Mstep: Class 4 contains 37683 members 
Mstep: Class 5 contains 6625 members 
Mstep: Class 6 contains 5062 members 
Mstep: Class 7 contains 24248 members 
Mstep: Class 8 contains 79041 members 
Mstep: Class 9 contains 6576 members 
Mstep: Class 10 contains 119899 members 
Mstep: Class 11 contains 24927 members 
Mstep: Class 12 contains 4218 members 
Mstep: Class 13 contains 184831 members 
Mstep: Class 14 contains 2269 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1863 members 
Mstep: Class 19 contains 58629 members 
Mstep: Class 20 contains 207950 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 6121 members 
Entering Unmasked Estep 
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Iteration 80F: 21 clusters Score -1.047578e+08 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 14133 members 
Mstep: Class 3 contains 48819 members 
Mstep: Class 4 contains 37644 members 
Mstep: Class 5 contains 6622 members 
Mstep: Class 6 contains 4977 members 
Mstep: Class 7 contains 24395 members 
Mstep: Class 8 contains 78935 members 
Mstep: Class 9 contains 6577 members 
Mstep: Class 10 contains 119525 members 
Mstep: Class 11 contains 25016 members 
Mstep: Class 12 contains 4225 members 
Mstep: Class 13 contains 185162 members 
Mstep: Class 14 contains 2269 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1854 members 
Mstep: Class 19 contains 58573 members 
Mstep: Class 20 contains 207849 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 6110 members 
Entering Unmasked Estep 
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Iteration 81Q: 21 clusters Score -1.047577e+08 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 14173 members 
Mstep: Class 3 contains 48967 members 
Mstep: Class 4 contains 37596 members 
Mstep: Class 5 contains 6621 members 
Mstep: Class 6 contains 4898 members 
Mstep: Class 7 contains 24537 members 
Mstep: Class 8 contains 78831 members 
Mstep: Class 9 contains 6579 members 
Mstep: Class 10 contains 119143 members 
Mstep: Class 11 contains 25177 members 
Mstep: Class 12 contains 4232 members 
Mstep: Class 13 contains 185435 members 
Mstep: Class 14 contains 2269 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 19 contains 58521 members 
Mstep: Class 20 contains 207766 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 6095 members 
Entering Unmasked Estep 
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Iteration 82Q: 21 clusters Score -1.047582e+08 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 14195 members 
Mstep: Class 3 contains 49119 members 
Mstep: Class 4 contains 37569 members 
Mstep: Class 5 contains 6621 members 
Mstep: Class 6 contains 4818 members 
Mstep: Class 7 contains 24667 members 
Mstep: Class 8 contains 78703 members 
Mstep: Class 9 contains 6581 members 
Mstep: Class 10 contains 118776 members 
Mstep: Class 11 contains 25338 members 
Mstep: Class 12 contains 4240 members 
Mstep: Class 13 contains 185701 members 
Mstep: Class 14 contains 2269 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1845 members 
Mstep: Class 19 contains 58467 members 
Mstep: Class 20 contains 207700 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 6078 members 
Entering Unmasked Estep 
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Iteration 83Q: 21 clusters Score -1.047587e+08 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 14219 members 
Mstep: Class 3 contains 49291 members 
Mstep: Class 4 contains 37542 members 
Mstep: Class 5 contains 6624 members 
Mstep: Class 6 contains 4738 members 
Mstep: Class 7 contains 24774 members 
Mstep: Class 8 contains 78583 members 
Mstep: Class 9 contains 6580 members 
Mstep: Class 10 contains 118455 members 
Mstep: Class 11 contains 25509 members 
Mstep: Class 12 contains 4241 members 
Mstep: Class 13 contains 185955 members 
Mstep: Class 14 contains 2269 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 19 contains 58435 members 
Mstep: Class 20 contains 207573 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 6057 members 
Entering Unmasked Estep 
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Iteration 84Q: 21 clusters Score -1.047587e+08 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 14228 members 
Mstep: Class 3 contains 49466 members 
Mstep: Class 4 contains 37520 members 
Mstep: Class 5 contains 6625 members 
Mstep: Class 6 contains 4675 members 
Mstep: Class 7 contains 24887 members 
Mstep: Class 8 contains 78461 members 
Mstep: Class 9 contains 6578 members 
Mstep: Class 10 contains 118140 members 
Mstep: Class 11 contains 25678 members 
Mstep: Class 12 contains 4241 members 
Mstep: Class 13 contains 186203 members 
Mstep: Class 14 contains 2269 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1838 members 
Mstep: Class 19 contains 58396 members 
Mstep: Class 20 contains 207443 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 6041 members 
Entering Unmasked Estep 
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Iteration 85Q: 21 clusters Score -1.047588e+08 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 14235 members 
Mstep: Class 3 contains 49625 members 
Mstep: Class 4 contains 37478 members 
Mstep: Class 5 contains 6626 members 
Mstep: Class 6 contains 4621 members 
Mstep: Class 7 contains 24992 members 
Mstep: Class 8 contains 78333 members 
Mstep: Class 9 contains 6576 members 
Mstep: Class 10 contains 117861 members 
Mstep: Class 11 contains 25826 members 
Mstep: Class 12 contains 4240 members 
Mstep: Class 13 contains 186407 members 
Mstep: Class 14 contains 2269 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1841 members 
Mstep: Class 19 contains 58356 members 
Mstep: Class 20 contains 207381 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 6028 members 
Entering Unmasked Estep 
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Iteration 86Q: 21 clusters Score -1.047589e+08 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 14236 members 
Mstep: Class 3 contains 49796 members 
Mstep: Class 4 contains 37442 members 
Mstep: Class 5 contains 6628 members 
Mstep: Class 6 contains 4549 members 
Mstep: Class 7 contains 25099 members 
Mstep: Class 8 contains 78209 members 
Mstep: Class 9 contains 6575 members 
Mstep: Class 10 contains 117628 members 
Mstep: Class 11 contains 25977 members 
Mstep: Class 12 contains 4241 members 
Mstep: Class 13 contains 186584 members 
Mstep: Class 14 contains 2269 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1839 members 
Mstep: Class 19 contains 58327 members 
Mstep: Class 20 contains 207291 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 6015 members 
Entering Unmasked Estep 
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Iteration 87Q: 21 clusters Score -1.047586e+08 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 14239 members 
Mstep: Class 3 contains 49981 members 
Mstep: Class 4 contains 37402 members 
Mstep: Class 5 contains 6629 members 
Mstep: Class 6 contains 4486 members 
Mstep: Class 7 contains 25215 members 
Mstep: Class 8 contains 78062 members 
Mstep: Class 9 contains 6576 members 
Mstep: Class 10 contains 117373 members 
Mstep: Class 11 contains 26111 members 
Mstep: Class 12 contains 4246 members 
Mstep: Class 13 contains 186781 members 
Mstep: Class 14 contains 2269 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1842 members 
Mstep: Class 19 contains 58279 members 
Mstep: Class 20 contains 207217 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 6005 members 
Entering Unmasked Estep 
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Iteration 88Q: 21 clusters Score -1.047591e+08 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 14248 members 
Mstep: Class 3 contains 50148 members 
Mstep: Class 4 contains 37369 members 
Mstep: Class 5 contains 6632 members 
Mstep: Class 6 contains 4429 members 
Mstep: Class 7 contains 25312 members 
Mstep: Class 8 contains 77931 members 
Mstep: Class 9 contains 6579 members 
Mstep: Class 10 contains 117133 members 
Mstep: Class 11 contains 26242 members 
Mstep: Class 12 contains 4249 members 
Mstep: Class 13 contains 186938 members 
Mstep: Class 14 contains 2269 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1839 members 
Mstep: Class 19 contains 58231 members 
Mstep: Class 20 contains 207169 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 6002 members 
Entering Unmasked Estep 
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Iteration 89Q: 21 clusters Score -1.047591e+08 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 14254 members 
Mstep: Class 3 contains 50300 members 
Mstep: Class 4 contains 37349 members 
Mstep: Class 5 contains 6633 members 
Mstep: Class 6 contains 4368 members 
Mstep: Class 7 contains 25388 members 
Mstep: Class 8 contains 77826 members 
Mstep: Class 9 contains 6580 members 
Mstep: Class 10 contains 116892 members 
Mstep: Class 11 contains 26370 members 
Mstep: Class 12 contains 4251 members 
Mstep: Class 13 contains 187089 members 
Mstep: Class 14 contains 2268 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1838 members 
Mstep: Class 19 contains 58179 members 
Mstep: Class 20 contains 207137 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5997 members 
Entering Unmasked Estep 
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Iteration 90Q: 21 clusters Score -1.047592e+08 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 14253 members 
Mstep: Class 3 contains 50452 members 
Mstep: Class 4 contains 37321 members 
Mstep: Class 5 contains 6633 members 
Mstep: Class 6 contains 4301 members 
Mstep: Class 7 contains 25480 members 
Mstep: Class 8 contains 77753 members 
Mstep: Class 9 contains 6580 members 
Mstep: Class 10 contains 116691 members 
Mstep: Class 11 contains 26491 members 
Mstep: Class 12 contains 4248 members 
Mstep: Class 13 contains 187253 members 
Mstep: Class 14 contains 2268 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 19 contains 58131 members 
Mstep: Class 20 contains 207034 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5993 members 
Entering Unmasked Estep 
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Iteration 91Q: 21 clusters Score -1.047593e+08 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 14257 members 
Mstep: Class 3 contains 50612 members 
Mstep: Class 4 contains 37291 members 
Mstep: Class 5 contains 6633 members 
Mstep: Class 6 contains 4238 members 
Mstep: Class 7 contains 25555 members 
Mstep: Class 8 contains 77684 members 
Mstep: Class 9 contains 6580 members 
Mstep: Class 10 contains 116459 members 
Mstep: Class 11 contains 26601 members 
Mstep: Class 12 contains 4247 members 
Mstep: Class 13 contains 187425 members 
Mstep: Class 14 contains 2268 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1837 members 
Mstep: Class 19 contains 58092 members 
Mstep: Class 20 contains 206954 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5992 members 
Entering Unmasked Estep 
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Iteration 92Q: 21 clusters Score -1.047595e+08 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 14261 members 
Mstep: Class 3 contains 50747 members 
Mstep: Class 4 contains 37272 members 
Mstep: Class 5 contains 6634 members 
Mstep: Class 6 contains 4191 members 
Mstep: Class 7 contains 25633 members 
Mstep: Class 8 contains 77610 members 
Mstep: Class 9 contains 6581 members 
Mstep: Class 10 contains 116235 members 
Mstep: Class 11 contains 26677 members 
Mstep: Class 12 contains 4249 members 
Mstep: Class 13 contains 187570 members 
Mstep: Class 14 contains 2268 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1836 members 
Mstep: Class 19 contains 58053 members 
Mstep: Class 20 contains 206919 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5988 members 
Entering Unmasked Estep 
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Iteration 93Q: 21 clusters Score -1.047598e+08 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 14267 members 
Mstep: Class 3 contains 50863 members 
Mstep: Class 4 contains 37264 members 
Mstep: Class 5 contains 6636 members 
Mstep: Class 6 contains 4130 members 
Mstep: Class 7 contains 25695 members 
Mstep: Class 8 contains 77528 members 
Mstep: Class 9 contains 6582 members 
Mstep: Class 10 contains 116054 members 
Mstep: Class 11 contains 26753 members 
Mstep: Class 12 contains 4252 members 
Mstep: Class 13 contains 187728 members 
Mstep: Class 14 contains 2268 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1833 members 
Mstep: Class 19 contains 58022 members 
Mstep: Class 20 contains 206866 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5984 members 
Entering Unmasked Estep 
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Iteration 94Q: 21 clusters Score -1.0476e+08 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 14270 members 
Mstep: Class 3 contains 50983 members 
Mstep: Class 4 contains 37256 members 
Mstep: Class 5 contains 6636 members 
Mstep: Class 6 contains 4067 members 
Mstep: Class 7 contains 25764 members 
Mstep: Class 8 contains 77455 members 
Mstep: Class 9 contains 6583 members 
Mstep: Class 10 contains 115889 members 
Mstep: Class 11 contains 26834 members 
Mstep: Class 12 contains 4253 members 
Mstep: Class 13 contains 187883 members 
Mstep: Class 14 contains 2268 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1833 members 
Mstep: Class 19 contains 57990 members 
Mstep: Class 20 contains 206785 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5983 members 
Entering Unmasked Estep 
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Iteration 95Q: 21 clusters Score -1.047601e+08 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 14277 members 
Mstep: Class 3 contains 51093 members 
Mstep: Class 4 contains 37242 members 
Mstep: Class 5 contains 6636 members 
Mstep: Class 6 contains 4021 members 
Mstep: Class 7 contains 25840 members 
Mstep: Class 8 contains 77398 members 
Mstep: Class 9 contains 6582 members 
Mstep: Class 10 contains 115705 members 
Mstep: Class 11 contains 26901 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 188063 members 
Mstep: Class 14 contains 2268 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1835 members 
Mstep: Class 19 contains 57959 members 
Mstep: Class 20 contains 206675 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5981 members 
Entering Unmasked Estep 
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Iteration 96Q: 21 clusters Score -1.047606e+08 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 14279 members 
Mstep: Class 3 contains 51239 members 
Mstep: Class 4 contains 37226 members 
Mstep: Class 5 contains 6636 members 
Mstep: Class 6 contains 3961 members 
Mstep: Class 7 contains 25896 members 
Mstep: Class 8 contains 77337 members 
Mstep: Class 9 contains 6582 members 
Mstep: Class 10 contains 115541 members 
Mstep: Class 11 contains 26945 members 
Mstep: Class 12 contains 4256 members 
Mstep: Class 13 contains 188237 members 
Mstep: Class 14 contains 2268 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1836 members 
Mstep: Class 19 contains 57932 members 
Mstep: Class 20 contains 206569 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5980 members 
Entering Unmasked Estep 
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Iteration 97Q: 21 clusters Score -1.047604e+08 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 14279 members 
Mstep: Class 3 contains 51390 members 
Mstep: Class 4 contains 37214 members 
Mstep: Class 5 contains 6637 members 
Mstep: Class 6 contains 3914 members 
Mstep: Class 7 contains 25951 members 
Mstep: Class 8 contains 77278 members 
Mstep: Class 9 contains 6584 members 
Mstep: Class 10 contains 115339 members 
Mstep: Class 11 contains 26989 members 
Mstep: Class 12 contains 4256 members 
Mstep: Class 13 contains 188339 members 
Mstep: Class 14 contains 2268 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1837 members 
Mstep: Class 19 contains 57916 members 
Mstep: Class 20 contains 206544 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5978 members 
Entering Unmasked Estep 
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Iteration 98Q: 21 clusters Score -1.047606e+08 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 14281 members 
Mstep: Class 3 contains 51503 members 
Mstep: Class 4 contains 37207 members 
Mstep: Class 5 contains 6637 members 
Mstep: Class 6 contains 3872 members 
Mstep: Class 7 contains 26007 members 
Mstep: Class 8 contains 77220 members 
Mstep: Class 9 contains 6585 members 
Mstep: Class 10 contains 115168 members 
Mstep: Class 11 contains 27017 members 
Mstep: Class 12 contains 4262 members 
Mstep: Class 13 contains 188395 members 
Mstep: Class 14 contains 2268 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1838 members 
Mstep: Class 19 contains 57898 members 
Mstep: Class 20 contains 206578 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5972 members 
Entering Unmasked Estep 
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Iteration 99Q: 21 clusters Score -1.047605e+08 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 14281 members 
Mstep: Class 3 contains 51633 members 
Mstep: Class 4 contains 37201 members 
Mstep: Class 5 contains 6639 members 
Mstep: Class 6 contains 3819 members 
Mstep: Class 7 contains 26081 members 
Mstep: Class 8 contains 77163 members 
Mstep: Class 9 contains 6585 members 
Mstep: Class 10 contains 114988 members 
Mstep: Class 11 contains 27052 members 
Mstep: Class 12 contains 4269 members 
Mstep: Class 13 contains 188455 members 
Mstep: Class 14 contains 2268 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1839 members 
Mstep: Class 19 contains 57888 members 
Mstep: Class 20 contains 206583 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5968 members 
Entering Unmasked Estep 
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Iteration 100F: 21 clusters Score -1.047608e+08 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 14274 members 
Mstep: Class 3 contains 51745 members 
Mstep: Class 4 contains 37200 members 
Mstep: Class 5 contains 6637 members 
Mstep: Class 6 contains 3774 members 
Mstep: Class 7 contains 26140 members 
Mstep: Class 8 contains 77117 members 
Mstep: Class 9 contains 6585 members 
Mstep: Class 10 contains 114825 members 
Mstep: Class 11 contains 27086 members 
Mstep: Class 12 contains 4272 members 
Mstep: Class 13 contains 188557 members 
Mstep: Class 14 contains 2268 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1834 members 
Mstep: Class 19 contains 57868 members 
Mstep: Class 20 contains 206564 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5968 members 
Entering Unmasked Estep 
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Iteration 101Q: 21 clusters Score -1.047607e+08 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 14270 members 
Mstep: Class 3 contains 51848 members 
Mstep: Class 4 contains 37197 members 
Mstep: Class 5 contains 6636 members 
Mstep: Class 6 contains 3718 members 
Mstep: Class 7 contains 26189 members 
Mstep: Class 8 contains 77064 members 
Mstep: Class 9 contains 6585 members 
Mstep: Class 10 contains 114692 members 
Mstep: Class 11 contains 27127 members 
Mstep: Class 12 contains 4272 members 
Mstep: Class 13 contains 188705 members 
Mstep: Class 14 contains 2268 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1835 members 
Mstep: Class 19 contains 57848 members 
Mstep: Class 20 contains 206493 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5966 members 
Entering Unmasked Estep 
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Iteration 102Q: 21 clusters Score -1.047606e+08 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 14265 members 
Mstep: Class 3 contains 51951 members 
Mstep: Class 4 contains 37193 members 
Mstep: Class 5 contains 6636 members 
Mstep: Class 6 contains 3660 members 
Mstep: Class 7 contains 26236 members 
Mstep: Class 8 contains 77037 members 
Mstep: Class 9 contains 6584 members 
Mstep: Class 10 contains 114560 members 
Mstep: Class 11 contains 27166 members 
Mstep: Class 12 contains 4272 members 
Mstep: Class 13 contains 188792 members 
Mstep: Class 14 contains 2268 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1836 members 
Mstep: Class 19 contains 57835 members 
Mstep: Class 20 contains 206459 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760880.000000 Penalty: 67761.929688
Iteration 103Q: 21 clusters Score -1.047609e+08 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 14262 members 
Mstep: Class 3 contains 52050 members 
Mstep: Class 4 contains 37188 members 
Mstep: Class 5 contains 6635 members 
Mstep: Class 6 contains 3604 members 
Mstep: Class 7 contains 26270 members 
Mstep: Class 8 contains 76990 members 
Mstep: Class 9 contains 6584 members 
Mstep: Class 10 contains 114442 members 
Mstep: Class 11 contains 27203 members 
Mstep: Class 12 contains 4269 members 
Mstep: Class 13 contains 188902 members 
Mstep: Class 14 contains 2268 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1835 members 
Mstep: Class 19 contains 57817 members 
Mstep: Class 20 contains 206432 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761216.000000 Penalty: 67761.929688
Iteration 104Q: 21 clusters Score -1.047612e+08 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 14258 members 
Mstep: Class 3 contains 52149 members 
Mstep: Class 4 contains 37185 members 
Mstep: Class 5 contains 6635 members 
Mstep: Class 6 contains 3547 members 
Mstep: Class 7 contains 26302 members 
Mstep: Class 8 contains 76942 members 
Mstep: Class 9 contains 6584 members 
Mstep: Class 10 contains 114293 members 
Mstep: Class 11 contains 27232 members 
Mstep: Class 12 contains 4270 members 
Mstep: Class 13 contains 189003 members 
Mstep: Class 14 contains 2268 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1836 members 
Mstep: Class 19 contains 57788 members 
Mstep: Class 20 contains 206459 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761232.000000 Penalty: 67761.929688
Iteration 105Q: 21 clusters Score -1.047612e+08 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 14253 members 
Mstep: Class 3 contains 52248 members 
Mstep: Class 4 contains 37188 members 
Mstep: Class 5 contains 6635 members 
Mstep: Class 6 contains 3499 members 
Mstep: Class 7 contains 26335 members 
Mstep: Class 8 contains 76899 members 
Mstep: Class 9 contains 6584 members 
Mstep: Class 10 contains 114148 members 
Mstep: Class 11 contains 27258 members 
Mstep: Class 12 contains 4268 members 
Mstep: Class 13 contains 189058 members 
Mstep: Class 14 contains 2269 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1836 members 
Mstep: Class 19 contains 57776 members 
Mstep: Class 20 contains 206505 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761304.000000 Penalty: 67761.929688
Iteration 106Q: 21 clusters Score -1.047613e+08 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 14249 members 
Mstep: Class 3 contains 52345 members 
Mstep: Class 4 contains 37182 members 
Mstep: Class 5 contains 6634 members 
Mstep: Class 6 contains 3453 members 
Mstep: Class 7 contains 26362 members 
Mstep: Class 8 contains 76863 members 
Mstep: Class 9 contains 6585 members 
Mstep: Class 10 contains 114024 members 
Mstep: Class 11 contains 27285 members 
Mstep: Class 12 contains 4270 members 
Mstep: Class 13 contains 189123 members 
Mstep: Class 14 contains 2269 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1837 members 
Mstep: Class 19 contains 57759 members 
Mstep: Class 20 contains 206517 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761344.000000 Penalty: 67761.929688
Iteration 107Q: 21 clusters Score -1.047613e+08 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 14249 members 
Mstep: Class 3 contains 52443 members 
Mstep: Class 4 contains 37177 members 
Mstep: Class 5 contains 6633 members 
Mstep: Class 6 contains 3402 members 
Mstep: Class 7 contains 26394 members 
Mstep: Class 8 contains 76814 members 
Mstep: Class 9 contains 6585 members 
Mstep: Class 10 contains 113909 members 
Mstep: Class 11 contains 27324 members 
Mstep: Class 12 contains 4269 members 
Mstep: Class 13 contains 189209 members 
Mstep: Class 14 contains 2269 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1837 members 
Mstep: Class 19 contains 57747 members 
Mstep: Class 20 contains 206500 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761400.000000 Penalty: 67761.929688
Iteration 108Q: 21 clusters Score -1.047614e+08 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 14247 members 
Mstep: Class 3 contains 52515 members 
Mstep: Class 4 contains 37172 members 
Mstep: Class 5 contains 6633 members 
Mstep: Class 6 contains 3346 members 
Mstep: Class 7 contains 26427 members 
Mstep: Class 8 contains 76764 members 
Mstep: Class 9 contains 6586 members 
Mstep: Class 10 contains 113809 members 
Mstep: Class 11 contains 27366 members 
Mstep: Class 12 contains 4267 members 
Mstep: Class 13 contains 189309 members 
Mstep: Class 14 contains 2269 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1836 members 
Mstep: Class 19 contains 57739 members 
Mstep: Class 20 contains 206486 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761664.000000 Penalty: 67761.929688
Iteration 109Q: 21 clusters Score -1.047617e+08 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 14249 members 
Mstep: Class 3 contains 52596 members 
Mstep: Class 4 contains 37160 members 
Mstep: Class 5 contains 6634 members 
Mstep: Class 6 contains 3300 members 
Mstep: Class 7 contains 26464 members 
Mstep: Class 8 contains 76710 members 
Mstep: Class 9 contains 6585 members 
Mstep: Class 10 contains 113699 members 
Mstep: Class 11 contains 27409 members 
Mstep: Class 12 contains 4267 members 
Mstep: Class 13 contains 189411 members 
Mstep: Class 14 contains 2269 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1836 members 
Mstep: Class 19 contains 57721 members 
Mstep: Class 20 contains 206469 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761624.000000 Penalty: 67761.929688
Iteration 110Q: 21 clusters Score -1.047616e+08 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 14249 members 
Mstep: Class 3 contains 52679 members 
Mstep: Class 4 contains 37151 members 
Mstep: Class 5 contains 6634 members 
Mstep: Class 6 contains 3265 members 
Mstep: Class 7 contains 26497 members 
Mstep: Class 8 contains 76646 members 
Mstep: Class 9 contains 6585 members 
Mstep: Class 10 contains 113599 members 
Mstep: Class 11 contains 27433 members 
Mstep: Class 12 contains 4267 members 
Mstep: Class 13 contains 189493 members 
Mstep: Class 14 contains 2269 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1835 members 
Mstep: Class 19 contains 57692 members 
Mstep: Class 20 contains 206492 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761720.000000 Penalty: 67761.929688
Iteration 111Q: 21 clusters Score -1.047617e+08 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 14252 members 
Mstep: Class 3 contains 52757 members 
Mstep: Class 4 contains 37148 members 
Mstep: Class 5 contains 6633 members 
Mstep: Class 6 contains 3229 members 
Mstep: Class 7 contains 26548 members 
Mstep: Class 8 contains 76604 members 
Mstep: Class 9 contains 6585 members 
Mstep: Class 10 contains 113510 members 
Mstep: Class 11 contains 27437 members 
Mstep: Class 12 contains 4266 members 
Mstep: Class 13 contains 189583 members 
Mstep: Class 14 contains 2269 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1835 members 
Mstep: Class 19 contains 57682 members 
Mstep: Class 20 contains 206458 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761560.000000 Penalty: 67761.929688
Iteration 112Q: 21 clusters Score -1.047616e+08 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 14254 members 
Mstep: Class 3 contains 52830 members 
Mstep: Class 4 contains 37145 members 
Mstep: Class 5 contains 6633 members 
Mstep: Class 6 contains 3217 members 
Mstep: Class 7 contains 26598 members 
Mstep: Class 8 contains 76555 members 
Mstep: Class 9 contains 6585 members 
Mstep: Class 10 contains 113371 members 
Mstep: Class 11 contains 27446 members 
Mstep: Class 12 contains 4265 members 
Mstep: Class 13 contains 189708 members 
Mstep: Class 14 contains 2269 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1837 members 
Mstep: Class 19 contains 57662 members 
Mstep: Class 20 contains 206426 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761760.000000 Penalty: 67761.929688
Iteration 113Q: 21 clusters Score -1.047618e+08 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 14257 members 
Mstep: Class 3 contains 52903 members 
Mstep: Class 4 contains 37137 members 
Mstep: Class 5 contains 6633 members 
Mstep: Class 6 contains 3206 members 
Mstep: Class 7 contains 26626 members 
Mstep: Class 8 contains 76503 members 
Mstep: Class 9 contains 6585 members 
Mstep: Class 10 contains 113266 members 
Mstep: Class 11 contains 27461 members 
Mstep: Class 12 contains 4266 members 
Mstep: Class 13 contains 189888 members 
Mstep: Class 14 contains 2270 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1836 members 
Mstep: Class 19 contains 57636 members 
Mstep: Class 20 contains 206337 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761872.000000 Penalty: 67761.929688
Iteration 114Q: 21 clusters Score -1.047619e+08 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 14263 members 
Mstep: Class 3 contains 52972 members 
Mstep: Class 4 contains 37132 members 
Mstep: Class 5 contains 6635 members 
Mstep: Class 6 contains 3194 members 
Mstep: Class 7 contains 26651 members 
Mstep: Class 8 contains 76470 members 
Mstep: Class 9 contains 6586 members 
Mstep: Class 10 contains 113146 members 
Mstep: Class 11 contains 27471 members 
Mstep: Class 12 contains 4266 members 
Mstep: Class 13 contains 190073 members 
Mstep: Class 14 contains 2270 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1834 members 
Mstep: Class 19 contains 57599 members 
Mstep: Class 20 contains 206250 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761976.000000 Penalty: 67761.929688
Iteration 115Q: 21 clusters Score -1.04762e+08 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 14270 members 
Mstep: Class 3 contains 53039 members 
Mstep: Class 4 contains 37124 members 
Mstep: Class 5 contains 6635 members 
Mstep: Class 6 contains 3187 members 
Mstep: Class 7 contains 26676 members 
Mstep: Class 8 contains 76436 members 
Mstep: Class 9 contains 6586 members 
Mstep: Class 10 contains 113030 members 
Mstep: Class 11 contains 27492 members 
Mstep: Class 12 contains 4270 members 
Mstep: Class 13 contains 190228 members 
Mstep: Class 14 contains 2270 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1834 members 
Mstep: Class 19 contains 57568 members 
Mstep: Class 20 contains 206167 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761976.000000 Penalty: 67761.929688
Iteration 116Q: 21 clusters Score -1.04762e+08 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 14279 members 
Mstep: Class 3 contains 53111 members 
Mstep: Class 4 contains 37127 members 
Mstep: Class 5 contains 6635 members 
Mstep: Class 6 contains 3185 members 
Mstep: Class 7 contains 26714 members 
Mstep: Class 8 contains 76406 members 
Mstep: Class 9 contains 6586 members 
Mstep: Class 10 contains 112913 members 
Mstep: Class 11 contains 27511 members 
Mstep: Class 12 contains 4268 members 
Mstep: Class 13 contains 190335 members 
Mstep: Class 14 contains 2270 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1834 members 
Mstep: Class 19 contains 57546 members 
Mstep: Class 20 contains 206091 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104762352.000000 Penalty: 67761.929688
Iteration 117Q: 21 clusters Score -1.047624e+08 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 14283 members 
Mstep: Class 3 contains 53180 members 
Mstep: Class 4 contains 37126 members 
Mstep: Class 5 contains 6635 members 
Mstep: Class 6 contains 3193 members 
Mstep: Class 7 contains 26747 members 
Mstep: Class 8 contains 76370 members 
Mstep: Class 9 contains 6586 members 
Mstep: Class 10 contains 112805 members 
Mstep: Class 11 contains 27533 members 
Mstep: Class 12 contains 4269 members 
Mstep: Class 13 contains 190454 members 
Mstep: Class 14 contains 2270 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 57524 members 
Mstep: Class 20 contains 206010 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104762344.000000 Penalty: 67761.929688
Iteration 118Q: 21 clusters Score -1.047623e+08 nChanged 926
Entering ConstructFrom: 
Score: -104762344.000000 Penalty: 67761.929688
Entering ConstructFrom: 
Trying to split cluster 1 (21976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Entering Unmasked Estep 
Score: -2641987.500000 Penalty: 2479.431152
	Iteration 0F: 2 clusters Score -2641988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -2626662.000000 Penalty: 4958.862305
	Iteration 0F: 3 clusters Score -2626662 nChanged 9710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -2631971.000000 Penalty: 4958.862305
	Iteration 1F: 3 clusters Score -2631971 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 11715 members 
Entering Unmasked Estep 
Score: -2632400.500000 Penalty: 4958.862305
	Iteration 2F: 3 clusters Score -2632400 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -2632781.250000 Penalty: 4958.862305
	Iteration 3Q: 3 clusters Score -2632781 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -2633179.750000 Penalty: 4958.862305
	Iteration 4Q: 3 clusters Score -2633180 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -2633609.250000 Penalty: 4958.862305
	Iteration 5Q: 3 clusters Score -2633609 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -2634147.000000 Penalty: 4958.862305
	Iteration 6Q: 3 clusters Score -2634147 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -2634811.250000 Penalty: 4958.862305
	Iteration 7F: 3 clusters Score -2634811 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -2635632.250000 Penalty: 4958.862305
	Iteration 8F: 3 clusters Score -2635632 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -2636513.250000 Penalty: 4958.862305
	Iteration 9F: 3 clusters Score -2636513 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -2637330.500000 Penalty: 4958.862305
	Iteration 10F: 3 clusters Score -2637330 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -2637994.500000 Penalty: 4958.862305
	Iteration 11Q: 3 clusters Score -2637994 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -2638516.500000 Penalty: 4958.862305
	Iteration 12Q: 3 clusters Score -2638516 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -2638892.250000 Penalty: 4958.862305
	Iteration 13Q: 3 clusters Score -2638892 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -2639177.000000 Penalty: 4958.862305
	Iteration 14Q: 3 clusters Score -2639177 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -2639370.250000 Penalty: 4958.862305
	Iteration 15Q: 3 clusters Score -2639370 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -2639525.750000 Penalty: 4958.862305
	Iteration 16Q: 3 clusters Score -2639526 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -2639624.750000 Penalty: 4958.862305
	Iteration 17Q: 3 clusters Score -2639625 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -2639674.000000 Penalty: 4958.862305
	Iteration 18Q: 3 clusters Score -2639674 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -2639706.750000 Penalty: 4958.862305
	Iteration 19Q: 3 clusters Score -2639707 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -2639746.250000 Penalty: 4958.862305
	Iteration 20F: 3 clusters Score -2639746 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -2639777.750000 Penalty: 4958.862305
	Iteration 21Q: 3 clusters Score -2639778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -2639799.500000 Penalty: 4958.862305
	Iteration 22Q: 3 clusters Score -2639800 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 21502 members 
Entering Unmasked Estep 
Score: -2639813.750000 Penalty: 4958.862305
	Iteration 23Q: 3 clusters Score -2639814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -2639822.750000 Penalty: 4958.862305
	Iteration 24Q: 3 clusters Score -2639823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -2639832.750000 Penalty: 4958.862305
	Iteration 25Q: 3 clusters Score -2639833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -2639842.500000 Penalty: 4958.862305
	Iteration 26Q: 3 clusters Score -2639842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -2639851.750000 Penalty: 4958.862305
	Iteration 27Q: 3 clusters Score -2639852 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 21543 members 
Entering Unmasked Estep 
Score: -2639852.500000 Penalty: 4958.862305
	Iteration 28Q: 3 clusters Score -2639852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -2639863.000000 Penalty: 4958.862305
	Iteration 29Q: 3 clusters Score -2639863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -2639865.250000 Penalty: 4958.862305
	Iteration 30Q: 3 clusters Score -2639865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -2639866.000000 Penalty: 4958.862305
	Iteration 31Q: 3 clusters Score -2639866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -2639870.250000 Penalty: 4958.862305
	Iteration 32Q: 3 clusters Score -2639870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -2639870.750000 Penalty: 4958.862305
	Iteration 33Q: 3 clusters Score -2639871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -2639875.500000 Penalty: 4958.862305
	Iteration 34Q: 3 clusters Score -2639876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -2639881.000000 Penalty: 4958.862305
	Iteration 35Q: 3 clusters Score -2639881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -2639881.750000 Penalty: 4958.862305
	Iteration 36Q: 3 clusters Score -2639882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -2639881.000000 Penalty: 4958.862305
	Iteration 37Q: 3 clusters Score -2639881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -2639883.250000 Penalty: 4958.862305
	Iteration 38Q: 3 clusters Score -2639883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 21563 members 
Entering Unmasked Estep 
Score: -2639886.000000 Penalty: 4958.862305
	Iteration 39Q: 3 clusters Score -2639886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -2639886.000000 Penalty: 4958.862305
	Iteration 40F: 3 clusters Score -2639886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Entering Unmasked Estep 
Score: -1782701.875000 Penalty: 2372.624756
	Iteration 0F: 2 clusters Score -1782702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1772237.500000 Penalty: 4745.249512
	Iteration 0F: 3 clusters Score -1772238 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1775495.125000 Penalty: 4745.249512
	Iteration 1F: 3 clusters Score -1775495 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1775856.875000 Penalty: 4745.249512
	Iteration 2F: 3 clusters Score -1775857 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1776168.625000 Penalty: 4745.249512
	Iteration 3F: 3 clusters Score -1776169 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 7540 members 
Entering Unmasked Estep 
Score: -1776468.000000 Penalty: 4745.249512
	Iteration 4Q: 3 clusters Score -1776468 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1776747.625000 Penalty: 4745.249512
	Iteration 5Q: 3 clusters Score -1776748 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1777086.875000 Penalty: 4745.249512
	Iteration 6Q: 3 clusters Score -1777087 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1777453.125000 Penalty: 4745.249512
	Iteration 7Q: 3 clusters Score -1777453 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1777884.375000 Penalty: 4745.249512
	Iteration 8Q: 3 clusters Score -1777884 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1778364.500000 Penalty: 4745.249512
	Iteration 9Q: 3 clusters Score -1778364 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1778860.625000 Penalty: 4745.249512
	Iteration 10Q: 3 clusters Score -1778861 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -1779244.625000 Penalty: 4745.249512
	Iteration 11Q: 3 clusters Score -1779245 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1779534.625000 Penalty: 4745.249512
	Iteration 12Q: 3 clusters Score -1779535 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1779788.000000 Penalty: 4745.249512
	Iteration 13Q: 3 clusters Score -1779788 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -1779982.875000 Penalty: 4745.249512
	Iteration 14Q: 3 clusters Score -1779983 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1780116.375000 Penalty: 4745.249512
	Iteration 15Q: 3 clusters Score -1780116 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1780189.250000 Penalty: 4745.249512
	Iteration 16Q: 3 clusters Score -1780189 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -1780240.125000 Penalty: 4745.249512
	Iteration 17Q: 3 clusters Score -1780240 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1780269.375000 Penalty: 4745.249512
	Iteration 18Q: 3 clusters Score -1780269 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1780303.500000 Penalty: 4745.249512
	Iteration 19Q: 3 clusters Score -1780304 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1780318.875000 Penalty: 4745.249512
	Iteration 20F: 3 clusters Score -1780319 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1780334.250000 Penalty: 4745.249512
	Iteration 21Q: 3 clusters Score -1780334 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1780352.125000 Penalty: 4745.249512
	Iteration 22Q: 3 clusters Score -1780352 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -1780370.375000 Penalty: 4745.249512
	Iteration 23Q: 3 clusters Score -1780370 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -1780384.875000 Penalty: 4745.249512
	Iteration 24Q: 3 clusters Score -1780385 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1780403.250000 Penalty: 4745.249512
	Iteration 25Q: 3 clusters Score -1780403 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1780429.625000 Penalty: 4745.249512
	Iteration 26Q: 3 clusters Score -1780430 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1780450.750000 Penalty: 4745.249512
	Iteration 27Q: 3 clusters Score -1780451 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -1780476.000000 Penalty: 4745.249512
	Iteration 28Q: 3 clusters Score -1780476 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1780511.000000 Penalty: 4745.249512
	Iteration 29Q: 3 clusters Score -1780511 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1780538.875000 Penalty: 4745.249512
	Iteration 30Q: 3 clusters Score -1780539 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1780559.500000 Penalty: 4745.249512
	Iteration 31Q: 3 clusters Score -1780560 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -1780583.000000 Penalty: 4745.249512
	Iteration 32Q: 3 clusters Score -1780583 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1780602.250000 Penalty: 4745.249512
	Iteration 33Q: 3 clusters Score -1780602 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1780621.625000 Penalty: 4745.249512
	Iteration 34Q: 3 clusters Score -1780622 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1780662.000000 Penalty: 4745.249512
	Iteration 35Q: 3 clusters Score -1780662 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1780694.875000 Penalty: 4745.249512
	Iteration 36Q: 3 clusters Score -1780695 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1780738.250000 Penalty: 4745.249512
	Iteration 37Q: 3 clusters Score -1780738 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1780792.000000 Penalty: 4745.249512
	Iteration 38Q: 3 clusters Score -1780792 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1780844.500000 Penalty: 4745.249512
	Iteration 39Q: 3 clusters Score -1780844 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1780902.875000 Penalty: 4745.249512
	Iteration 40F: 3 clusters Score -1780903 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1780955.375000 Penalty: 4745.249512
	Iteration 41Q: 3 clusters Score -1780955 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1780993.750000 Penalty: 4745.249512
	Iteration 42Q: 3 clusters Score -1780994 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1781025.875000 Penalty: 4745.249512
	Iteration 43Q: 3 clusters Score -1781026 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1781045.625000 Penalty: 4745.249512
	Iteration 44Q: 3 clusters Score -1781046 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1781061.125000 Penalty: 4745.249512
	Iteration 45Q: 3 clusters Score -1781061 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1781080.750000 Penalty: 4745.249512
	Iteration 46Q: 3 clusters Score -1781081 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1781089.375000 Penalty: 4745.249512
	Iteration 47Q: 3 clusters Score -1781089 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1781096.750000 Penalty: 4745.249512
	Iteration 48Q: 3 clusters Score -1781097 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1781109.000000 Penalty: 4745.249512
	Iteration 49Q: 3 clusters Score -1781109 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1781121.375000 Penalty: 4745.249512
	Iteration 50Q: 3 clusters Score -1781121 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1781130.000000 Penalty: 4745.249512
	Iteration 51Q: 3 clusters Score -1781130 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1781128.625000 Penalty: 4745.249512
	Iteration 52Q: 3 clusters Score -1781129 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1781134.500000 Penalty: 4745.249512
	Iteration 53Q: 3 clusters Score -1781134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1781131.250000 Penalty: 4745.249512
	Iteration 54Q: 3 clusters Score -1781131 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1781140.125000 Penalty: 4745.249512
	Iteration 55Q: 3 clusters Score -1781140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1781147.750000 Penalty: 4745.249512
	Iteration 56Q: 3 clusters Score -1781148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1781143.500000 Penalty: 4745.249512
	Iteration 57Q: 3 clusters Score -1781144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1781150.625000 Penalty: 4745.249512
	Iteration 58Q: 3 clusters Score -1781151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1781150.125000 Penalty: 4745.249512
	Iteration 59Q: 3 clusters Score -1781150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1781151.375000 Penalty: 4745.249512
	Iteration 60F: 3 clusters Score -1781151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -1781153.250000 Penalty: 4745.249512
	Iteration 61Q: 3 clusters Score -1781153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1781156.500000 Penalty: 4745.249512
	Iteration 62Q: 3 clusters Score -1781156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1781156.875000 Penalty: 4745.249512
	Iteration 63Q: 3 clusters Score -1781157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1781156.000000 Penalty: 4745.249512
	Iteration 64Q: 3 clusters Score -1781156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1781155.875000 Penalty: 4745.249512
	Iteration 65Q: 3 clusters Score -1781156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1781155.125000 Penalty: 4745.249512
	Iteration 66Q: 3 clusters Score -1781155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -1781156.875000 Penalty: 4745.249512
	Iteration 67Q: 3 clusters Score -1781157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1781160.625000 Penalty: 4745.249512
	Iteration 68Q: 3 clusters Score -1781161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1781158.375000 Penalty: 4745.249512
	Iteration 69Q: 3 clusters Score -1781158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1781157.750000 Penalty: 4745.249512
	Iteration 70Q: 3 clusters Score -1781158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1781163.750000 Penalty: 4745.249512
	Iteration 71Q: 3 clusters Score -1781164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1781165.750000 Penalty: 4745.249512
	Iteration 72Q: 3 clusters Score -1781166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1781167.750000 Penalty: 4745.249512
	Iteration 73Q: 3 clusters Score -1781168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1781169.625000 Penalty: 4745.249512
	Iteration 74Q: 3 clusters Score -1781170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1781166.875000 Penalty: 4745.249512
	Iteration 75Q: 3 clusters Score -1781167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1781170.250000 Penalty: 4745.249512
	Iteration 76Q: 3 clusters Score -1781170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1781167.625000 Penalty: 4745.249512
	Iteration 77Q: 3 clusters Score -1781168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1781167.250000 Penalty: 4745.249512
	Iteration 78Q: 3 clusters Score -1781167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1781167.375000 Penalty: 4745.249512
	Iteration 79Q: 3 clusters Score -1781167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1781167.750000 Penalty: 4745.249512
	Iteration 80F: 3 clusters Score -1781168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1781170.125000 Penalty: 4745.249512
	Iteration 81Q: 3 clusters Score -1781170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1781169.875000 Penalty: 4745.249512
	Iteration 82Q: 3 clusters Score -1781170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1781168.625000 Penalty: 4745.249512
	Iteration 83Q: 3 clusters Score -1781169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1781168.625000 Penalty: 4745.249512
	Iteration 84F: 3 clusters Score -1781169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (53245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53245 members 
Entering Unmasked Estep 
Score: -6687500.500000 Penalty: 2698.899414
	Iteration 0F: 2 clusters Score -6687500 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -6651801.500000 Penalty: 5397.798828
	Iteration 0F: 3 clusters Score -6651802 nChanged 24565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -6665549.500000 Penalty: 5397.798828
	Iteration 1F: 3 clusters Score -6665550 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -6666210.500000 Penalty: 5397.798828
	Iteration 2Q: 3 clusters Score -6666210 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26638 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
Score: -6666828.500000 Penalty: 5397.798828
	Iteration 3Q: 3 clusters Score -6666828 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -6667486.000000 Penalty: 5397.798828
	Iteration 4Q: 3 clusters Score -6667486 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 26412 members 
Entering Unmasked Estep 
Score: -6668219.500000 Penalty: 5397.798828
	Iteration 5Q: 3 clusters Score -6668220 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -6668990.000000 Penalty: 5397.798828
	Iteration 6Q: 3 clusters Score -6668990 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -6669946.500000 Penalty: 5397.798828
	Iteration 7Q: 3 clusters Score -6669946 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -6671208.500000 Penalty: 5397.798828
	Iteration 8Q: 3 clusters Score -6671208 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -6672992.000000 Penalty: 5397.798828
	Iteration 9F: 3 clusters Score -6672992 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -6675014.000000 Penalty: 5397.798828
	Iteration 10F: 3 clusters Score -6675014 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -6676765.000000 Penalty: 5397.798828
	Iteration 11F: 3 clusters Score -6676765 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -6677925.500000 Penalty: 5397.798828
	Iteration 12Q: 3 clusters Score -6677926 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29750 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -6678644.500000 Penalty: 5397.798828
	Iteration 13Q: 3 clusters Score -6678644 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29971 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -6679217.000000 Penalty: 5397.798828
	Iteration 14Q: 3 clusters Score -6679217 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30116 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -6679822.500000 Penalty: 5397.798828
	Iteration 15Q: 3 clusters Score -6679822 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -6680356.500000 Penalty: 5397.798828
	Iteration 16Q: 3 clusters Score -6680356 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -6680776.500000 Penalty: 5397.798828
	Iteration 17Q: 3 clusters Score -6680776 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -6681088.000000 Penalty: 5397.798828
	Iteration 18Q: 3 clusters Score -6681088 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29811 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -6681455.000000 Penalty: 5397.798828
	Iteration 19Q: 3 clusters Score -6681455 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -6681789.000000 Penalty: 5397.798828
	Iteration 20F: 3 clusters Score -6681789 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 24165 members 
Entering Unmasked Estep 
Score: -6682140.000000 Penalty: 5397.798828
	Iteration 21Q: 3 clusters Score -6682140 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -6682494.500000 Penalty: 5397.798828
	Iteration 22Q: 3 clusters Score -6682494 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28068 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -6682859.000000 Penalty: 5397.798828
	Iteration 23Q: 3 clusters Score -6682859 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -6683228.500000 Penalty: 5397.798828
	Iteration 24Q: 3 clusters Score -6683228 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -6683548.000000 Penalty: 5397.798828
	Iteration 25Q: 3 clusters Score -6683548 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -6683769.000000 Penalty: 5397.798828
	Iteration 26Q: 3 clusters Score -6683769 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -6683928.500000 Penalty: 5397.798828
	Iteration 27Q: 3 clusters Score -6683928 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -6684051.500000 Penalty: 5397.798828
	Iteration 28Q: 3 clusters Score -6684052 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -6684163.500000 Penalty: 5397.798828
	Iteration 29Q: 3 clusters Score -6684164 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24571 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -6684203.000000 Penalty: 5397.798828
	Iteration 30Q: 3 clusters Score -6684203 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -6684238.000000 Penalty: 5397.798828
	Iteration 31Q: 3 clusters Score -6684238 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 29282 members 
Entering Unmasked Estep 
Score: -6684307.000000 Penalty: 5397.798828
	Iteration 32Q: 3 clusters Score -6684307 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 29561 members 
Entering Unmasked Estep 
Score: -6684354.500000 Penalty: 5397.798828
	Iteration 33Q: 3 clusters Score -6684354 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 29775 members 
Entering Unmasked Estep 
Score: -6684367.000000 Penalty: 5397.798828
	Iteration 34Q: 3 clusters Score -6684367 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
Score: -6684394.500000 Penalty: 5397.798828
	Iteration 35Q: 3 clusters Score -6684394 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23112 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -6684397.500000 Penalty: 5397.798828
	Iteration 36Q: 3 clusters Score -6684398 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 30284 members 
Entering Unmasked Estep 
Score: -6684405.000000 Penalty: 5397.798828
	Iteration 37Q: 3 clusters Score -6684405 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 30432 members 
Entering Unmasked Estep 
Score: -6684421.500000 Penalty: 5397.798828
	Iteration 38Q: 3 clusters Score -6684422 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -6684434.500000 Penalty: 5397.798828
	Iteration 39Q: 3 clusters Score -6684434 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
Score: -6684439.000000 Penalty: 5397.798828
	Iteration 40F: 3 clusters Score -6684439 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 30804 members 
Entering Unmasked Estep 
Score: -6684449.000000 Penalty: 5397.798828
	Iteration 41Q: 3 clusters Score -6684449 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 30897 members 
Entering Unmasked Estep 
Score: -6684454.500000 Penalty: 5397.798828
	Iteration 42Q: 3 clusters Score -6684454 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 30979 members 
Entering Unmasked Estep 
Score: -6684464.000000 Penalty: 5397.798828
	Iteration 43Q: 3 clusters Score -6684464 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 31049 members 
Entering Unmasked Estep 
Score: -6684477.000000 Penalty: 5397.798828
	Iteration 44Q: 3 clusters Score -6684477 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22135 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -6684472.000000 Penalty: 5397.798828
	Iteration 45Q: 3 clusters Score -6684472 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 31153 members 
Entering Unmasked Estep 
Score: -6684467.000000 Penalty: 5397.798828
	Iteration 46Q: 3 clusters Score -6684467 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
Score: -6684470.000000 Penalty: 5397.798828
	Iteration 47Q: 3 clusters Score -6684470 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 31237 members 
Entering Unmasked Estep 
Score: -6684472.000000 Penalty: 5397.798828
	Iteration 48Q: 3 clusters Score -6684472 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
Score: -6684475.000000 Penalty: 5397.798828
	Iteration 49Q: 3 clusters Score -6684475 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 31307 members 
Entering Unmasked Estep 
Score: -6684473.500000 Penalty: 5397.798828
	Iteration 50Q: 3 clusters Score -6684474 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 31335 members 
Entering Unmasked Estep 
Score: -6684478.000000 Penalty: 5397.798828
	Iteration 51Q: 3 clusters Score -6684478 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 31363 members 
Entering Unmasked Estep 
Score: -6684482.000000 Penalty: 5397.798828
	Iteration 52Q: 3 clusters Score -6684482 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 31390 members 
Entering Unmasked Estep 
Score: -6684477.500000 Penalty: 5397.798828
	Iteration 53Q: 3 clusters Score -6684478 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 31418 members 
Entering Unmasked Estep 
Score: -6684478.500000 Penalty: 5397.798828
	Iteration 54Q: 3 clusters Score -6684478 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
Score: -6684479.500000 Penalty: 5397.798828
	Iteration 55Q: 3 clusters Score -6684480 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -6684470.500000 Penalty: 5397.798828
	Iteration 56Q: 3 clusters Score -6684470 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -6684475.000000 Penalty: 5397.798828
	Iteration 57Q: 3 clusters Score -6684475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -6684480.000000 Penalty: 5397.798828
	Iteration 58Q: 3 clusters Score -6684480 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 31528 members 
Entering Unmasked Estep 
Score: -6684488.000000 Penalty: 5397.798828
	Iteration 59Q: 3 clusters Score -6684488 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21696 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -6684482.500000 Penalty: 5397.798828
	Iteration 60F: 3 clusters Score -6684482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 31566 members 
Entering Unmasked Estep 
Score: -6684494.000000 Penalty: 5397.798828
	Iteration 61Q: 3 clusters Score -6684494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -6684480.500000 Penalty: 5397.798828
	Iteration 62Q: 3 clusters Score -6684480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 31587 members 
Entering Unmasked Estep 
Score: -6684488.500000 Penalty: 5397.798828
	Iteration 63Q: 3 clusters Score -6684488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 31594 members 
Entering Unmasked Estep 
Score: -6684488.000000 Penalty: 5397.798828
	Iteration 64Q: 3 clusters Score -6684488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 31598 members 
Entering Unmasked Estep 
Score: -6684489.000000 Penalty: 5397.798828
	Iteration 65Q: 3 clusters Score -6684489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -6684487.500000 Penalty: 5397.798828
	Iteration 66Q: 3 clusters Score -6684488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -6684481.000000 Penalty: 5397.798828
	Iteration 67Q: 3 clusters Score -6684481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -6684486.000000 Penalty: 5397.798828
	Iteration 68Q: 3 clusters Score -6684486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -6684479.000000 Penalty: 5397.798828
	Iteration 69Q: 3 clusters Score -6684479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 31622 members 
Entering Unmasked Estep 
Score: -6684475.000000 Penalty: 5397.798828
	Iteration 70Q: 3 clusters Score -6684475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 31626 members 
Entering Unmasked Estep 
Score: -6684479.500000 Penalty: 5397.798828
	Iteration 71Q: 3 clusters Score -6684480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 31630 members 
Entering Unmasked Estep 
Score: -6684474.500000 Penalty: 5397.798828
	Iteration 72Q: 3 clusters Score -6684474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -6684479.500000 Penalty: 5397.798828
	Iteration 73Q: 3 clusters Score -6684480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -6684472.500000 Penalty: 5397.798828
	Iteration 74Q: 3 clusters Score -6684472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 31636 members 
Entering Unmasked Estep 
Score: -6684472.500000 Penalty: 5397.798828
	Iteration 75F: 3 clusters Score -6684472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (37117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37117 members 
Entering Unmasked Estep 
Score: -4685644.500000 Penalty: 2609.414062
	Iteration 0F: 2 clusters Score -4685644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 18760 members 
Entering Unmasked Estep 
Score: -4660261.500000 Penalty: 5218.828125
	Iteration 0F: 3 clusters Score -4660262 nChanged 16988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 20308 members 
Entering Unmasked Estep 
Score: -4669674.500000 Penalty: 5218.828125
	Iteration 1F: 3 clusters Score -4669674 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -4670219.500000 Penalty: 5218.828125
	Iteration 2Q: 3 clusters Score -4670220 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14867 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -4670949.000000 Penalty: 5218.828125
	Iteration 3Q: 3 clusters Score -4670949 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -4671943.500000 Penalty: 5218.828125
	Iteration 4Q: 3 clusters Score -4671944 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -4673347.000000 Penalty: 5218.828125
	Iteration 5F: 3 clusters Score -4673347 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 28272 members 
Entering Unmasked Estep 
Score: -4675308.000000 Penalty: 5218.828125
	Iteration 6F: 3 clusters Score -4675308 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 31040 members 
Entering Unmasked Estep 
Score: -4677704.500000 Penalty: 5218.828125
	Iteration 7F: 3 clusters Score -4677704 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 33600 members 
Entering Unmasked Estep 
Score: -4680080.500000 Penalty: 5218.828125
	Iteration 8F: 3 clusters Score -4680080 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 35337 members 
Entering Unmasked Estep 
Score: -4681743.000000 Penalty: 5218.828125
	Iteration 9Q: 3 clusters Score -4681743 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 36286 members 
Entering Unmasked Estep 
Score: -4682656.500000 Penalty: 5218.828125
	Iteration 10Q: 3 clusters Score -4682656 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 36638 members 
Entering Unmasked Estep 
Score: -4683022.500000 Penalty: 5218.828125
	Iteration 11Q: 3 clusters Score -4683022 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 36767 members 
Entering Unmasked Estep 
Score: -4683166.000000 Penalty: 5218.828125
	Iteration 12Q: 3 clusters Score -4683166 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 36817 members 
Entering Unmasked Estep 
Score: -4683231.500000 Penalty: 5218.828125
	Iteration 13Q: 3 clusters Score -4683232 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 36844 members 
Entering Unmasked Estep 
Score: -4683270.000000 Penalty: 5218.828125
	Iteration 14Q: 3 clusters Score -4683270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 36853 members 
Entering Unmasked Estep 
Score: -4683286.500000 Penalty: 5218.828125
	Iteration 15Q: 3 clusters Score -4683286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 36857 members 
Entering Unmasked Estep 
Score: -4683297.000000 Penalty: 5218.828125
	Iteration 16Q: 3 clusters Score -4683297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 36864 members 
Entering Unmasked Estep 
Score: -4683310.500000 Penalty: 5218.828125
	Iteration 17Q: 3 clusters Score -4683310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 36868 members 
Entering Unmasked Estep 
Score: -4683313.500000 Penalty: 5218.828125
	Iteration 18Q: 3 clusters Score -4683314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 36869 members 
Entering Unmasked Estep 
Score: -4683315.500000 Penalty: 5218.828125
	Iteration 19Q: 3 clusters Score -4683316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 36869 members 
Entering Unmasked Estep 
Score: -4683316.000000 Penalty: 5218.828125
	Iteration 20F: 3 clusters Score -4683316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Entering Unmasked Estep 
Score: -839469.062500 Penalty: 2182.428223
	Iteration 0F: 2 clusters Score -839469.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -833929.187500 Penalty: 4364.856445
	Iteration 0F: 3 clusters Score -833929.2 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -835287.875000 Penalty: 4364.856445
	Iteration 1F: 3 clusters Score -835287.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -835504.625000 Penalty: 4364.856445
	Iteration 2F: 3 clusters Score -835504.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -835664.812500 Penalty: 4364.856445
	Iteration 3Q: 3 clusters Score -835664.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -835768.500000 Penalty: 4364.856445
	Iteration 4Q: 3 clusters Score -835768.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -835845.000000 Penalty: 4364.856445
	Iteration 5Q: 3 clusters Score -835845 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -835910.562500 Penalty: 4364.856445
	Iteration 6Q: 3 clusters Score -835910.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -835981.187500 Penalty: 4364.856445
	Iteration 7Q: 3 clusters Score -835981.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -836060.937500 Penalty: 4364.856445
	Iteration 8Q: 3 clusters Score -836060.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -836158.250000 Penalty: 4364.856445
	Iteration 9Q: 3 clusters Score -836158.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -836265.125000 Penalty: 4364.856445
	Iteration 10Q: 3 clusters Score -836265.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -836384.500000 Penalty: 4364.856445
	Iteration 11Q: 3 clusters Score -836384.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -836495.875000 Penalty: 4364.856445
	Iteration 12Q: 3 clusters Score -836495.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -836613.812500 Penalty: 4364.856445
	Iteration 13Q: 3 clusters Score -836613.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -836747.437500 Penalty: 4364.856445
	Iteration 14Q: 3 clusters Score -836747.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -836883.812500 Penalty: 4364.856445
	Iteration 15Q: 3 clusters Score -836883.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -837008.250000 Penalty: 4364.856445
	Iteration 16Q: 3 clusters Score -837008.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -837124.187500 Penalty: 4364.856445
	Iteration 17Q: 3 clusters Score -837124.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -837233.125000 Penalty: 4364.856445
	Iteration 18Q: 3 clusters Score -837233.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -837337.687500 Penalty: 4364.856445
	Iteration 19Q: 3 clusters Score -837337.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -837419.750000 Penalty: 4364.856445
	Iteration 20F: 3 clusters Score -837419.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -837465.937500 Penalty: 4364.856445
	Iteration 21Q: 3 clusters Score -837465.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -837494.312500 Penalty: 4364.856445
	Iteration 22Q: 3 clusters Score -837494.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -837518.375000 Penalty: 4364.856445
	Iteration 23Q: 3 clusters Score -837518.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -837534.000000 Penalty: 4364.856445
	Iteration 24Q: 3 clusters Score -837534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -837541.812500 Penalty: 4364.856445
	Iteration 25Q: 3 clusters Score -837541.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -837547.437500 Penalty: 4364.856445
	Iteration 26Q: 3 clusters Score -837547.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -837549.187500 Penalty: 4364.856445
	Iteration 27Q: 3 clusters Score -837549.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -837549.187500 Penalty: 4364.856445
	Iteration 28F: 3 clusters Score -837549.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Entering Unmasked Estep 
Score: -396921.531250 Penalty: 2001.119141
	Iteration 0F: 2 clusters Score -396921.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -393505.250000 Penalty: 4002.238281
	Iteration 0F: 3 clusters Score -393505.2 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -394188.343750 Penalty: 4002.238281
	Iteration 1F: 3 clusters Score -394188.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -394360.062500 Penalty: 4002.238281
	Iteration 2F: 3 clusters Score -394360.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -394462.250000 Penalty: 4002.238281
	Iteration 3Q: 3 clusters Score -394462.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -394527.718750 Penalty: 4002.238281
	Iteration 4Q: 3 clusters Score -394527.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -394569.437500 Penalty: 4002.238281
	Iteration 5Q: 3 clusters Score -394569.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -394611.812500 Penalty: 4002.238281
	Iteration 6Q: 3 clusters Score -394611.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -394648.562500 Penalty: 4002.238281
	Iteration 7Q: 3 clusters Score -394648.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -394698.031250 Penalty: 4002.238281
	Iteration 8Q: 3 clusters Score -394698 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -394742.000000 Penalty: 4002.238281
	Iteration 9Q: 3 clusters Score -394742 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -394780.718750 Penalty: 4002.238281
	Iteration 10Q: 3 clusters Score -394780.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -394828.718750 Penalty: 4002.238281
	Iteration 11Q: 3 clusters Score -394828.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -394870.125000 Penalty: 4002.238281
	Iteration 12Q: 3 clusters Score -394870.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -394905.406250 Penalty: 4002.238281
	Iteration 13Q: 3 clusters Score -394905.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -394937.093750 Penalty: 4002.238281
	Iteration 14Q: 3 clusters Score -394937.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -394970.062500 Penalty: 4002.238281
	Iteration 15Q: 3 clusters Score -394970.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -395003.156250 Penalty: 4002.238281
	Iteration 16Q: 3 clusters Score -395003.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -395032.593750 Penalty: 4002.238281
	Iteration 17Q: 3 clusters Score -395032.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -395050.687500 Penalty: 4002.238281
	Iteration 18Q: 3 clusters Score -395050.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -395071.687500 Penalty: 4002.238281
	Iteration 19Q: 3 clusters Score -395071.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -395087.968750 Penalty: 4002.238281
	Iteration 20F: 3 clusters Score -395088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -395100.218750 Penalty: 4002.238281
	Iteration 21Q: 3 clusters Score -395100.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -395108.343750 Penalty: 4002.238281
	Iteration 22Q: 3 clusters Score -395108.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -395111.250000 Penalty: 4002.238281
	Iteration 23Q: 3 clusters Score -395111.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -395113.750000 Penalty: 4002.238281
	Iteration 24Q: 3 clusters Score -395113.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -395115.593750 Penalty: 4002.238281
	Iteration 25Q: 3 clusters Score -395115.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -395120.406250 Penalty: 4002.238281
	Iteration 26Q: 3 clusters Score -395120.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -395126.406250 Penalty: 4002.238281
	Iteration 27Q: 3 clusters Score -395126.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -395128.593750 Penalty: 4002.238281
	Iteration 28Q: 3 clusters Score -395128.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -395131.656250 Penalty: 4002.238281
	Iteration 29Q: 3 clusters Score -395131.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -395135.750000 Penalty: 4002.238281
	Iteration 30Q: 3 clusters Score -395135.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -395139.156250 Penalty: 4002.238281
	Iteration 31Q: 3 clusters Score -395139.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -395141.562500 Penalty: 4002.238281
	Iteration 32Q: 3 clusters Score -395141.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -395143.468750 Penalty: 4002.238281
	Iteration 33Q: 3 clusters Score -395143.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -395143.750000 Penalty: 4002.238281
	Iteration 34Q: 3 clusters Score -395143.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -395143.718750 Penalty: 4002.238281
	Iteration 35Q: 3 clusters Score -395143.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -395145.218750 Penalty: 4002.238281
	Iteration 36Q: 3 clusters Score -395145.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -395145.062500 Penalty: 4002.238281
	Iteration 37Q: 3 clusters Score -395145.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -395145.125000 Penalty: 4002.238281
	Iteration 38Q: 3 clusters Score -395145.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -395145.125000 Penalty: 4002.238281
	Iteration 39F: 3 clusters Score -395145.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (26768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Entering Unmasked Estep 
Score: -3402255.500000 Penalty: 2528.350586
	Iteration 0F: 2 clusters Score -3402256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -3383812.750000 Penalty: 5056.701172
	Iteration 0F: 3 clusters Score -3383813 nChanged 12051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -3390355.250000 Penalty: 5056.701172
	Iteration 1F: 3 clusters Score -3390355 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -3390795.000000 Penalty: 5056.701172
	Iteration 2Q: 3 clusters Score -3390795 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -3391166.250000 Penalty: 5056.701172
	Iteration 3Q: 3 clusters Score -3391166 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -3391583.250000 Penalty: 5056.701172
	Iteration 4Q: 3 clusters Score -3391583 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -3392078.500000 Penalty: 5056.701172
	Iteration 5Q: 3 clusters Score -3392078 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -3392634.000000 Penalty: 5056.701172
	Iteration 6Q: 3 clusters Score -3392634 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -3393207.750000 Penalty: 5056.701172
	Iteration 7Q: 3 clusters Score -3393208 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -3393837.500000 Penalty: 5056.701172
	Iteration 8Q: 3 clusters Score -3393838 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -3394543.750000 Penalty: 5056.701172
	Iteration 9Q: 3 clusters Score -3394544 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -3395450.000000 Penalty: 5056.701172
	Iteration 10F: 3 clusters Score -3395450 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -3396377.250000 Penalty: 5056.701172
	Iteration 11F: 3 clusters Score -3396377 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -3397156.750000 Penalty: 5056.701172
	Iteration 12Q: 3 clusters Score -3397157 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -3397702.250000 Penalty: 5056.701172
	Iteration 13Q: 3 clusters Score -3397702 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -3398006.000000 Penalty: 5056.701172
	Iteration 14Q: 3 clusters Score -3398006 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -3398194.500000 Penalty: 5056.701172
	Iteration 15Q: 3 clusters Score -3398194 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -3398313.750000 Penalty: 5056.701172
	Iteration 16Q: 3 clusters Score -3398314 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -3398421 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -3398518.750000 Penalty: 5056.701172
	Iteration 18Q: 3 clusters Score -3398519 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 18779 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -3398629 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -3398720 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -3398806.000000 Penalty: 5056.701172
	Iteration 21Q: 3 clusters Score -3398806 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -3398886.250000 Penalty: 5056.701172
	Iteration 22Q: 3 clusters Score -3398886 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -3398956.500000 Penalty: 5056.701172
	Iteration 23Q: 3 clusters Score -3398956 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -3399007.750000 Penalty: 5056.701172
	Iteration 24Q: 3 clusters Score -3399008 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -3399049.250000 Penalty: 5056.701172
	Iteration 25Q: 3 clusters Score -3399049 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -3399100.000000 Penalty: 5056.701172
	Iteration 26Q: 3 clusters Score -3399100 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -3399155.000000 Penalty: 5056.701172
	Iteration 27Q: 3 clusters Score -3399155 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -3399208.250000 Penalty: 5056.701172
	Iteration 28Q: 3 clusters Score -3399208 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -3399265.750000 Penalty: 5056.701172
	Iteration 29Q: 3 clusters Score -3399266 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 21345 members 
Entering Unmasked Estep 
Score: -3399320.250000 Penalty: 5056.701172
	Iteration 30Q: 3 clusters Score -3399320 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 21580 members 
Entering Unmasked Estep 
Score: -3399378.750000 Penalty: 5056.701172
	Iteration 31Q: 3 clusters Score -3399379 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -3399460.250000 Penalty: 5056.701172
	Iteration 32Q: 3 clusters Score -3399460 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -3399536.500000 Penalty: 5056.701172
	Iteration 33Q: 3 clusters Score -3399536 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 22307 members 
Entering Unmasked Estep 
Score: -3399636.750000 Penalty: 5056.701172
	Iteration 34Q: 3 clusters Score -3399637 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -3399734.250000 Penalty: 5056.701172
	Iteration 35Q: 3 clusters Score -3399734 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -3399790.250000 Penalty: 5056.701172
	Iteration 36Q: 3 clusters Score -3399790 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -3399861.500000 Penalty: 5056.701172
	Iteration 37Q: 3 clusters Score -3399862 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -3399908.500000 Penalty: 5056.701172
	Iteration 38Q: 3 clusters Score -3399908 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -3399969 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -3400021.250000 Penalty: 5056.701172
	Iteration 40F: 3 clusters Score -3400021 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -3400090 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -3400138.500000 Penalty: 5056.701172
	Iteration 42Q: 3 clusters Score -3400138 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -3400195.750000 Penalty: 5056.701172
	Iteration 43Q: 3 clusters Score -3400196 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -3400243.250000 Penalty: 5056.701172
	Iteration 44Q: 3 clusters Score -3400243 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -3400306.750000 Penalty: 5056.701172
	Iteration 45Q: 3 clusters Score -3400307 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -3400362.250000 Penalty: 5056.701172
	Iteration 46Q: 3 clusters Score -3400362 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -3400403.000000 Penalty: 5056.701172
	Iteration 47Q: 3 clusters Score -3400403 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 24687 members 
Entering Unmasked Estep 
Score: -3400442.750000 Penalty: 5056.701172
	Iteration 48Q: 3 clusters Score -3400443 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -3400464.250000 Penalty: 5056.701172
	Iteration 49Q: 3 clusters Score -3400464 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -3400510.250000 Penalty: 5056.701172
	Iteration 50Q: 3 clusters Score -3400510 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -3400553.500000 Penalty: 5056.701172
	Iteration 51Q: 3 clusters Score -3400554 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -3400611.750000 Penalty: 5056.701172
	Iteration 52Q: 3 clusters Score -3400612 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 25153 members 
Entering Unmasked Estep 
Score: -3400658.750000 Penalty: 5056.701172
	Iteration 53Q: 3 clusters Score -3400659 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -3400699.500000 Penalty: 5056.701172
	Iteration 54Q: 3 clusters Score -3400700 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -3400728.000000 Penalty: 5056.701172
	Iteration 55Q: 3 clusters Score -3400728 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 25338 members 
Entering Unmasked Estep 
Score: -3400749.250000 Penalty: 5056.701172
	Iteration 56Q: 3 clusters Score -3400749 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -3400769.000000 Penalty: 5056.701172
	Iteration 57Q: 3 clusters Score -3400769 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -3400792.750000 Penalty: 5056.701172
	Iteration 58Q: 3 clusters Score -3400793 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -3400815.000000 Penalty: 5056.701172
	Iteration 59Q: 3 clusters Score -3400815 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -3400841.000000 Penalty: 5056.701172
	Iteration 60F: 3 clusters Score -3400841 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -3400851.500000 Penalty: 5056.701172
	Iteration 61Q: 3 clusters Score -3400852 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -3400870.000000 Penalty: 5056.701172
	Iteration 62Q: 3 clusters Score -3400870 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -3400876.750000 Penalty: 5056.701172
	Iteration 63Q: 3 clusters Score -3400877 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -3400885.750000 Penalty: 5056.701172
	Iteration 64Q: 3 clusters Score -3400886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -3400887.750000 Penalty: 5056.701172
	Iteration 65Q: 3 clusters Score -3400888 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -3400897.000000 Penalty: 5056.701172
	Iteration 66Q: 3 clusters Score -3400897 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -3400911.000000 Penalty: 5056.701172
	Iteration 67Q: 3 clusters Score -3400911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -3400910.000000 Penalty: 5056.701172
	Iteration 68Q: 3 clusters Score -3400910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -3400913.000000 Penalty: 5056.701172
	Iteration 69Q: 3 clusters Score -3400913 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -3400918.000000 Penalty: 5056.701172
	Iteration 70Q: 3 clusters Score -3400918 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -3400924.750000 Penalty: 5056.701172
	Iteration 71Q: 3 clusters Score -3400925 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -3400929.000000 Penalty: 5056.701172
	Iteration 72Q: 3 clusters Score -3400929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -3400928.000000 Penalty: 5056.701172
	Iteration 73Q: 3 clusters Score -3400928 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -3400931.500000 Penalty: 5056.701172
	Iteration 74Q: 3 clusters Score -3400932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -3400937.250000 Penalty: 5056.701172
	Iteration 75Q: 3 clusters Score -3400937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 25793 members 
Entering Unmasked Estep 
Score: -3400939.500000 Penalty: 5056.701172
	Iteration 76Q: 3 clusters Score -3400940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 25799 members 
Entering Unmasked Estep 
Score: -3400948.500000 Penalty: 5056.701172
	Iteration 77Q: 3 clusters Score -3400948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 25808 members 
Entering Unmasked Estep 
Score: -3400954.750000 Penalty: 5056.701172
	Iteration 78Q: 3 clusters Score -3400955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -3400957.500000 Penalty: 5056.701172
	Iteration 79Q: 3 clusters Score -3400958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -3400959.000000 Penalty: 5056.701172
	Iteration 80F: 3 clusters Score -3400959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -3400960.250000 Penalty: 5056.701172
	Iteration 81Q: 3 clusters Score -3400960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -3400964.000000 Penalty: 5056.701172
	Iteration 82Q: 3 clusters Score -3400964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -3400959.750000 Penalty: 5056.701172
	Iteration 83Q: 3 clusters Score -3400960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -3400962.500000 Penalty: 5056.701172
	Iteration 84Q: 3 clusters Score -3400962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 25826 members 
Entering Unmasked Estep 
Score: -3400962.500000 Penalty: 5056.701172
	Iteration 85Q: 3 clusters Score -3400962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 25828 members 
Entering Unmasked Estep 
Score: -3400963.750000 Penalty: 5056.701172
	Iteration 86Q: 3 clusters Score -3400964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -3400968.250000 Penalty: 5056.701172
	Iteration 87Q: 3 clusters Score -3400968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -3400969.000000 Penalty: 5056.701172
	Iteration 88Q: 3 clusters Score -3400969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -3400972.000000 Penalty: 5056.701172
	Iteration 89Q: 3 clusters Score -3400972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -3400973.250000 Penalty: 5056.701172
	Iteration 90Q: 3 clusters Score -3400973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 25848 members 
Entering Unmasked Estep 
Score: -3400974.000000 Penalty: 5056.701172
	Iteration 91Q: 3 clusters Score -3400974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -3400978.250000 Penalty: 5056.701172
	Iteration 92Q: 3 clusters Score -3400978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -3400981.250000 Penalty: 5056.701172
	Iteration 93Q: 3 clusters Score -3400981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -3400987.000000 Penalty: 5056.701172
	Iteration 94Q: 3 clusters Score -3400987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -3400988.750000 Penalty: 5056.701172
	Iteration 95Q: 3 clusters Score -3400989 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 25884 members 
Entering Unmasked Estep 
Score: -3401004.250000 Penalty: 5056.701172
	Iteration 96Q: 3 clusters Score -3401004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -3401006.000000 Penalty: 5056.701172
	Iteration 97Q: 3 clusters Score -3401006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -3401009.500000 Penalty: 5056.701172
	Iteration 98Q: 3 clusters Score -3401010 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -3401014.250000 Penalty: 5056.701172
	Iteration 99Q: 3 clusters Score -3401014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 25925 members 
Entering Unmasked Estep 
Score: -3401032.750000 Penalty: 5056.701172
	Iteration 100F: 3 clusters Score -3401033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -3401047.750000 Penalty: 5056.701172
	Iteration 101Q: 3 clusters Score -3401048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -3401059.250000 Penalty: 5056.701172
	Iteration 102Q: 3 clusters Score -3401059 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -3401063.000000 Penalty: 5056.701172
	Iteration 103Q: 3 clusters Score -3401063 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 25979 members 
Entering Unmasked Estep 
Score: -3401081.750000 Penalty: 5056.701172
	Iteration 104Q: 3 clusters Score -3401082 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -3401093.250000 Penalty: 5056.701172
	Iteration 105Q: 3 clusters Score -3401093 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -3401106.750000 Penalty: 5056.701172
	Iteration 106Q: 3 clusters Score -3401107 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 26011 members 
Entering Unmasked Estep 
Score: -3401113.250000 Penalty: 5056.701172
	Iteration 107Q: 3 clusters Score -3401113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -3401117.500000 Penalty: 5056.701172
	Iteration 108Q: 3 clusters Score -3401118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -3401124.500000 Penalty: 5056.701172
	Iteration 109Q: 3 clusters Score -3401124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -3401126.500000 Penalty: 5056.701172
	Iteration 110Q: 3 clusters Score -3401126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -3401126.500000 Penalty: 5056.701172
	Iteration 111Q: 3 clusters Score -3401126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 26021 members 
Entering Unmasked Estep 
Score: -3401127.250000 Penalty: 5056.701172
	Iteration 112Q: 3 clusters Score -3401127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -3401124.250000 Penalty: 5056.701172
	Iteration 113Q: 3 clusters Score -3401124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -3401126.000000 Penalty: 5056.701172
	Iteration 114Q: 3 clusters Score -3401126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -3401129.500000 Penalty: 5056.701172
	Iteration 115Q: 3 clusters Score -3401130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -3401129.500000 Penalty: 5056.701172
	Iteration 116F: 3 clusters Score -3401130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (76318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76318 members 
Entering Unmasked Estep 
Score: -9550087.000000 Penalty: 2788.180664
	Iteration 0F: 2 clusters Score -9550087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38212 members 
Mstep: Class 2 contains 38106 members 
Entering Unmasked Estep 
Score: -9498897.000000 Penalty: 5576.361328
	Iteration 0F: 3 clusters Score -9498897 nChanged 35814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38262 members 
Mstep: Class 2 contains 38056 members 
Entering Unmasked Estep 
Score: -9519139.000000 Penalty: 5576.361328
	Iteration 1F: 3 clusters Score -9519139 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38513 members 
Mstep: Class 2 contains 37805 members 
Entering Unmasked Estep 
Score: -9519757.000000 Penalty: 5576.361328
	Iteration 2Q: 3 clusters Score -9519757 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -9520569.000000 Penalty: 5576.361328
	Iteration 3Q: 3 clusters Score -9520569 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39658 members 
Mstep: Class 2 contains 36660 members 
Entering Unmasked Estep 
Score: -9521472.000000 Penalty: 5576.361328
	Iteration 4Q: 3 clusters Score -9521472 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 35553 members 
Entering Unmasked Estep 
Score: -9522557.000000 Penalty: 5576.361328
	Iteration 5Q: 3 clusters Score -9522557 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42382 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -9524116.000000 Penalty: 5576.361328
	Iteration 6Q: 3 clusters Score -9524116 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44607 members 
Mstep: Class 2 contains 31711 members 
Entering Unmasked Estep 
Score: -9526330.000000 Penalty: 5576.361328
	Iteration 7F: 3 clusters Score -9526330 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47460 members 
Mstep: Class 2 contains 28858 members 
Entering Unmasked Estep 
Score: -9529094.000000 Penalty: 5576.361328
	Iteration 8F: 3 clusters Score -9529094 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50583 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -9532330.000000 Penalty: 5576.361328
	Iteration 9F: 3 clusters Score -9532330 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53550 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -9535317.000000 Penalty: 5576.361328
	Iteration 10F: 3 clusters Score -9535317 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56117 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -9537767.000000 Penalty: 5576.361328
	Iteration 11Q: 3 clusters Score -9537767 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58300 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -9539468.000000 Penalty: 5576.361328
	Iteration 12Q: 3 clusters Score -9539468 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60122 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -9540601.000000 Penalty: 5576.361328
	Iteration 13Q: 3 clusters Score -9540601 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61771 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -9541418.000000 Penalty: 5576.361328
	Iteration 14Q: 3 clusters Score -9541418 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63294 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -9542211.000000 Penalty: 5576.361328
	Iteration 15Q: 3 clusters Score -9542211 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64694 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -9542879.000000 Penalty: 5576.361328
	Iteration 16Q: 3 clusters Score -9542879 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65959 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -9543429.000000 Penalty: 5576.361328
	Iteration 17Q: 3 clusters Score -9543429 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67119 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -9543976.000000 Penalty: 5576.361328
	Iteration 18Q: 3 clusters Score -9543976 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68191 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -9544448.000000 Penalty: 5576.361328
	Iteration 19Q: 3 clusters Score -9544448 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69185 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -9544893.000000 Penalty: 5576.361328
	Iteration 20F: 3 clusters Score -9544893 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70067 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -9545287.000000 Penalty: 5576.361328
	Iteration 21Q: 3 clusters Score -9545287 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70916 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -9545660.000000 Penalty: 5576.361328
	Iteration 22Q: 3 clusters Score -9545660 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71679 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -9546076.000000 Penalty: 5576.361328
	Iteration 23Q: 3 clusters Score -9546076 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72360 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -9546412.000000 Penalty: 5576.361328
	Iteration 24Q: 3 clusters Score -9546412 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72945 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -9546680.000000 Penalty: 5576.361328
	Iteration 25Q: 3 clusters Score -9546680 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73462 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -9546931.000000 Penalty: 5576.361328
	Iteration 26Q: 3 clusters Score -9546931 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73872 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -9547138.000000 Penalty: 5576.361328
	Iteration 27Q: 3 clusters Score -9547138 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74198 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -9547341.000000 Penalty: 5576.361328
	Iteration 28Q: 3 clusters Score -9547341 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74466 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -9547517.000000 Penalty: 5576.361328
	Iteration 29Q: 3 clusters Score -9547517 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74671 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -9547612.000000 Penalty: 5576.361328
	Iteration 30Q: 3 clusters Score -9547612 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74815 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -9547688.000000 Penalty: 5576.361328
	Iteration 31Q: 3 clusters Score -9547688 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74929 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -9547750.000000 Penalty: 5576.361328
	Iteration 32Q: 3 clusters Score -9547750 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75011 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -9547778.000000 Penalty: 5576.361328
	Iteration 33Q: 3 clusters Score -9547778 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75081 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -9547835.000000 Penalty: 5576.361328
	Iteration 34Q: 3 clusters Score -9547835 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75143 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -9547867.000000 Penalty: 5576.361328
	Iteration 35Q: 3 clusters Score -9547867 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75198 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -9547903.000000 Penalty: 5576.361328
	Iteration 36Q: 3 clusters Score -9547903 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75236 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -9547909.000000 Penalty: 5576.361328
	Iteration 37Q: 3 clusters Score -9547909 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75259 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -9547925.000000 Penalty: 5576.361328
	Iteration 38Q: 3 clusters Score -9547925 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75279 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -9547913.000000 Penalty: 5576.361328
	Iteration 39Q: 3 clusters Score -9547913 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75297 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -9547916.000000 Penalty: 5576.361328
	Iteration 40F: 3 clusters Score -9547916 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75314 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -9547920.000000 Penalty: 5576.361328
	Iteration 41Q: 3 clusters Score -9547920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75331 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -9547931.000000 Penalty: 5576.361328
	Iteration 42Q: 3 clusters Score -9547931 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75346 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -9547935.000000 Penalty: 5576.361328
	Iteration 43Q: 3 clusters Score -9547935 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75362 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -9547931.000000 Penalty: 5576.361328
	Iteration 44Q: 3 clusters Score -9547931 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75374 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -9547947.000000 Penalty: 5576.361328
	Iteration 45Q: 3 clusters Score -9547947 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75385 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -9547960.000000 Penalty: 5576.361328
	Iteration 46Q: 3 clusters Score -9547960 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75398 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -9547954.000000 Penalty: 5576.361328
	Iteration 47Q: 3 clusters Score -9547954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75405 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -9547957.000000 Penalty: 5576.361328
	Iteration 48Q: 3 clusters Score -9547957 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75411 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -9547961.000000 Penalty: 5576.361328
	Iteration 49Q: 3 clusters Score -9547961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75413 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -9547959.000000 Penalty: 5576.361328
	Iteration 50Q: 3 clusters Score -9547959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75417 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -9547961.000000 Penalty: 5576.361328
	Iteration 51Q: 3 clusters Score -9547961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75424 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -9547968.000000 Penalty: 5576.361328
	Iteration 52Q: 3 clusters Score -9547968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75433 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -9547968.000000 Penalty: 5576.361328
	Iteration 53Q: 3 clusters Score -9547968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75437 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -9547978.000000 Penalty: 5576.361328
	Iteration 54Q: 3 clusters Score -9547978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75447 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -9547987.000000 Penalty: 5576.361328
	Iteration 55Q: 3 clusters Score -9547987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75458 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -9547984.000000 Penalty: 5576.361328
	Iteration 56Q: 3 clusters Score -9547984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75470 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -9547986.000000 Penalty: 5576.361328
	Iteration 57Q: 3 clusters Score -9547986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75481 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -9547994.000000 Penalty: 5576.361328
	Iteration 58Q: 3 clusters Score -9547994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75488 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -9547984.000000 Penalty: 5576.361328
	Iteration 59Q: 3 clusters Score -9547984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75491 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -9547985.000000 Penalty: 5576.361328
	Iteration 60F: 3 clusters Score -9547985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75497 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -9547982.000000 Penalty: 5576.361328
	Iteration 61Q: 3 clusters Score -9547982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75500 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -9547986.000000 Penalty: 5576.361328
	Iteration 62Q: 3 clusters Score -9547986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75504 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -9547996.000000 Penalty: 5576.361328
	Iteration 63Q: 3 clusters Score -9547996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75510 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -9547996.000000 Penalty: 5576.361328
	Iteration 64Q: 3 clusters Score -9547996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75514 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -9547996.000000 Penalty: 5576.361328
	Iteration 65Q: 3 clusters Score -9547996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75521 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -9548002.000000 Penalty: 5576.361328
	Iteration 66Q: 3 clusters Score -9548002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75523 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -9548009.000000 Penalty: 5576.361328
	Iteration 67Q: 3 clusters Score -9548009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75526 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -9548005.000000 Penalty: 5576.361328
	Iteration 68Q: 3 clusters Score -9548005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75529 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -9548007.000000 Penalty: 5576.361328
	Iteration 69Q: 3 clusters Score -9548007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75531 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -9548010.000000 Penalty: 5576.361328
	Iteration 70Q: 3 clusters Score -9548010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75534 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -9548014.000000 Penalty: 5576.361328
	Iteration 71Q: 3 clusters Score -9548014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75535 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -9548018.000000 Penalty: 5576.361328
	Iteration 72Q: 3 clusters Score -9548018 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75535 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -9548018.000000 Penalty: 5576.361328
	Iteration 73F: 3 clusters Score -9548018 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Entering Unmasked Estep 
Score: -834749.375000 Penalty: 2180.627686
	Iteration 0F: 2 clusters Score -834749.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -829201.750000 Penalty: 4361.255371
	Iteration 0F: 3 clusters Score -829201.8 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -830600.500000 Penalty: 4361.255371
	Iteration 1F: 3 clusters Score -830600.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -830815.937500 Penalty: 4361.255371
	Iteration 2F: 3 clusters Score -830815.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -830963.250000 Penalty: 4361.255371
	Iteration 3Q: 3 clusters Score -830963.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -831063.312500 Penalty: 4361.255371
	Iteration 4Q: 3 clusters Score -831063.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -831131.937500 Penalty: 4361.255371
	Iteration 5Q: 3 clusters Score -831131.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -831191.500000 Penalty: 4361.255371
	Iteration 6Q: 3 clusters Score -831191.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -831242.625000 Penalty: 4361.255371
	Iteration 7Q: 3 clusters Score -831242.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -831305.062500 Penalty: 4361.255371
	Iteration 8Q: 3 clusters Score -831305.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -831361.937500 Penalty: 4361.255371
	Iteration 9Q: 3 clusters Score -831361.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -831407.125000 Penalty: 4361.255371
	Iteration 10Q: 3 clusters Score -831407.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -831453.562500 Penalty: 4361.255371
	Iteration 11Q: 3 clusters Score -831453.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -831503.375000 Penalty: 4361.255371
	Iteration 12Q: 3 clusters Score -831503.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -831556.875000 Penalty: 4361.255371
	Iteration 13Q: 3 clusters Score -831556.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -831616.687500 Penalty: 4361.255371
	Iteration 14Q: 3 clusters Score -831616.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -831705.062500 Penalty: 4361.255371
	Iteration 15Q: 3 clusters Score -831705.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -831810.937500 Penalty: 4361.255371
	Iteration 16Q: 3 clusters Score -831810.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -831920.375000 Penalty: 4361.255371
	Iteration 17Q: 3 clusters Score -831920.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -832055.250000 Penalty: 4361.255371
	Iteration 18Q: 3 clusters Score -832055.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -832168.312500 Penalty: 4361.255371
	Iteration 19Q: 3 clusters Score -832168.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -832287.125000 Penalty: 4361.255371
	Iteration 20F: 3 clusters Score -832287.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -832412.937500 Penalty: 4361.255371
	Iteration 21Q: 3 clusters Score -832412.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -832533.750000 Penalty: 4361.255371
	Iteration 22Q: 3 clusters Score -832533.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -832622.937500 Penalty: 4361.255371
	Iteration 23Q: 3 clusters Score -832622.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -832692.750000 Penalty: 4361.255371
	Iteration 24Q: 3 clusters Score -832692.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -832743.375000 Penalty: 4361.255371
	Iteration 25Q: 3 clusters Score -832743.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -832776.562500 Penalty: 4361.255371
	Iteration 26Q: 3 clusters Score -832776.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -832805.562500 Penalty: 4361.255371
	Iteration 27Q: 3 clusters Score -832805.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -832821.687500 Penalty: 4361.255371
	Iteration 28Q: 3 clusters Score -832821.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -832835.437500 Penalty: 4361.255371
	Iteration 29Q: 3 clusters Score -832835.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -832845.000000 Penalty: 4361.255371
	Iteration 30Q: 3 clusters Score -832845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -832850.875000 Penalty: 4361.255371
	Iteration 31Q: 3 clusters Score -832850.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -832854.750000 Penalty: 4361.255371
	Iteration 32Q: 3 clusters Score -832854.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -832859.312500 Penalty: 4361.255371
	Iteration 33Q: 3 clusters Score -832859.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -832863.562500 Penalty: 4361.255371
	Iteration 34Q: 3 clusters Score -832863.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -832869.500000 Penalty: 4361.255371
	Iteration 35Q: 3 clusters Score -832869.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -832870.750000 Penalty: 4361.255371
	Iteration 36Q: 3 clusters Score -832870.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -832870.750000 Penalty: 4361.255371
	Iteration 37F: 3 clusters Score -832870.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (112711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112711 members 
Entering Unmasked Estep 
Score: -14149237.000000 Penalty: 2884.880615
	Iteration 0F: 2 clusters Score -1.414924e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56339 members 
Mstep: Class 2 contains 56372 members 
Entering Unmasked Estep 
Score: -14073805.000000 Penalty: 5769.761230
	Iteration 0F: 3 clusters Score -1.40738e+07 nChanged 53774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56119 members 
Mstep: Class 2 contains 56592 members 
Entering Unmasked Estep 
Score: -14105225.000000 Penalty: 5769.761230
	Iteration 1F: 3 clusters Score -1.410522e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55884 members 
Mstep: Class 2 contains 56827 members 
Entering Unmasked Estep 
Score: -14106209.000000 Penalty: 5769.761230
	Iteration 2Q: 3 clusters Score -1.410621e+07 nChanged 3978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55514 members 
Mstep: Class 2 contains 57197 members 
Entering Unmasked Estep 
Score: -14107300.000000 Penalty: 5769.761230
	Iteration 3Q: 3 clusters Score -1.41073e+07 nChanged 4279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54905 members 
Mstep: Class 2 contains 57806 members 
Entering Unmasked Estep 
Score: -14108785.000000 Penalty: 5769.761230
	Iteration 4Q: 3 clusters Score -1.410878e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54007 members 
Mstep: Class 2 contains 58704 members 
Entering Unmasked Estep 
Score: -14110927.000000 Penalty: 5769.761230
	Iteration 5Q: 3 clusters Score -1.411093e+07 nChanged 5576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52657 members 
Mstep: Class 2 contains 60054 members 
Entering Unmasked Estep 
Score: -14113863.000000 Penalty: 5769.761230
	Iteration 6Q: 3 clusters Score -1.411386e+07 nChanged 6399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50794 members 
Mstep: Class 2 contains 61917 members 
Entering Unmasked Estep 
Score: -14118005.000000 Penalty: 5769.761230
	Iteration 7F: 3 clusters Score -1.4118e+07 nChanged 6920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48560 members 
Mstep: Class 2 contains 64151 members 
Entering Unmasked Estep 
Score: -14123246.000000 Penalty: 5769.761230
	Iteration 8F: 3 clusters Score -1.412325e+07 nChanged 6799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46447 members 
Mstep: Class 2 contains 66264 members 
Entering Unmasked Estep 
Score: -14128242.000000 Penalty: 5769.761230
	Iteration 9F: 3 clusters Score -1.412824e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 68069 members 
Entering Unmasked Estep 
Score: -14131549.000000 Penalty: 5769.761230
	Iteration 10Q: 3 clusters Score -1.413155e+07 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43181 members 
Mstep: Class 2 contains 69530 members 
Entering Unmasked Estep 
Score: -14133273.000000 Penalty: 5769.761230
	Iteration 11Q: 3 clusters Score -1.413327e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 70842 members 
Entering Unmasked Estep 
Score: -14134267.000000 Penalty: 5769.761230
	Iteration 12Q: 3 clusters Score -1.413427e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40629 members 
Mstep: Class 2 contains 72082 members 
Entering Unmasked Estep 
Score: -14135030.000000 Penalty: 5769.761230
	Iteration 13Q: 3 clusters Score -1.413503e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39378 members 
Mstep: Class 2 contains 73333 members 
Entering Unmasked Estep 
Score: -14135547.000000 Penalty: 5769.761230
	Iteration 14Q: 3 clusters Score -1.413555e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38239 members 
Mstep: Class 2 contains 74472 members 
Entering Unmasked Estep 
Score: -14135990.000000 Penalty: 5769.761230
	Iteration 15Q: 3 clusters Score -1.413599e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37167 members 
Mstep: Class 2 contains 75544 members 
Entering Unmasked Estep 
Score: -14136425.000000 Penalty: 5769.761230
	Iteration 16Q: 3 clusters Score -1.413642e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36108 members 
Mstep: Class 2 contains 76603 members 
Entering Unmasked Estep 
Score: -14136673.000000 Penalty: 5769.761230
	Iteration 17Q: 3 clusters Score -1.413667e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35092 members 
Mstep: Class 2 contains 77619 members 
Entering Unmasked Estep 
Score: -14136988.000000 Penalty: 5769.761230
	Iteration 18Q: 3 clusters Score -1.413699e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 78657 members 
Entering Unmasked Estep 
Score: -14137211.000000 Penalty: 5769.761230
	Iteration 19Q: 3 clusters Score -1.413721e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32982 members 
Mstep: Class 2 contains 79729 members 
Entering Unmasked Estep 
Score: -14137461.000000 Penalty: 5769.761230
	Iteration 20F: 3 clusters Score -1.413746e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 80901 members 
Entering Unmasked Estep 
Score: -14137711.000000 Penalty: 5769.761230
	Iteration 21Q: 3 clusters Score -1.413771e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30553 members 
Mstep: Class 2 contains 82158 members 
Entering Unmasked Estep 
Score: -14138003.000000 Penalty: 5769.761230
	Iteration 22Q: 3 clusters Score -1.4138e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 83469 members 
Entering Unmasked Estep 
Score: -14138352.000000 Penalty: 5769.761230
	Iteration 23Q: 3 clusters Score -1.413835e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 84832 members 
Entering Unmasked Estep 
Score: -14138756.000000 Penalty: 5769.761230
	Iteration 24Q: 3 clusters Score -1.413876e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 86281 members 
Entering Unmasked Estep 
Score: -14139164.000000 Penalty: 5769.761230
	Iteration 25Q: 3 clusters Score -1.413916e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 87747 members 
Entering Unmasked Estep 
Score: -14139652.000000 Penalty: 5769.761230
	Iteration 26Q: 3 clusters Score -1.413965e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 89301 members 
Entering Unmasked Estep 
Score: -14140097.000000 Penalty: 5769.761230
	Iteration 27Q: 3 clusters Score -1.41401e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 90885 members 
Entering Unmasked Estep 
Score: -14140586.000000 Penalty: 5769.761230
	Iteration 28Q: 3 clusters Score -1.414059e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 92444 members 
Entering Unmasked Estep 
Score: -14141152.000000 Penalty: 5769.761230
	Iteration 29Q: 3 clusters Score -1.414115e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 93959 members 
Entering Unmasked Estep 
Score: -14141628.000000 Penalty: 5769.761230
	Iteration 30Q: 3 clusters Score -1.414163e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 95454 members 
Entering Unmasked Estep 
Score: -14142205.000000 Penalty: 5769.761230
	Iteration 31Q: 3 clusters Score -1.41422e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 96858 members 
Entering Unmasked Estep 
Score: -14142741.000000 Penalty: 5769.761230
	Iteration 32Q: 3 clusters Score -1.414274e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 98174 members 
Entering Unmasked Estep 
Score: -14143157.000000 Penalty: 5769.761230
	Iteration 33Q: 3 clusters Score -1.414316e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 99405 members 
Entering Unmasked Estep 
Score: -14143632.000000 Penalty: 5769.761230
	Iteration 34Q: 3 clusters Score -1.414363e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 100508 members 
Entering Unmasked Estep 
Score: -14144022.000000 Penalty: 5769.761230
	Iteration 35Q: 3 clusters Score -1.414402e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 101465 members 
Entering Unmasked Estep 
Score: -14144277.000000 Penalty: 5769.761230
	Iteration 36Q: 3 clusters Score -1.414428e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 102351 members 
Entering Unmasked Estep 
Score: -14144576.000000 Penalty: 5769.761230
	Iteration 37Q: 3 clusters Score -1.414458e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 103142 members 
Entering Unmasked Estep 
Score: -14144887.000000 Penalty: 5769.761230
	Iteration 38Q: 3 clusters Score -1.414489e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 103869 members 
Entering Unmasked Estep 
Score: -14145049.000000 Penalty: 5769.761230
	Iteration 39Q: 3 clusters Score -1.414505e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 104564 members 
Entering Unmasked Estep 
Score: -14145306.000000 Penalty: 5769.761230
	Iteration 40F: 3 clusters Score -1.414531e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 105196 members 
Entering Unmasked Estep 
Score: -14145483.000000 Penalty: 5769.761230
	Iteration 41Q: 3 clusters Score -1.414548e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 105727 members 
Entering Unmasked Estep 
Score: -14145625.000000 Penalty: 5769.761230
	Iteration 42Q: 3 clusters Score -1.414562e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 106194 members 
Entering Unmasked Estep 
Score: -14145733.000000 Penalty: 5769.761230
	Iteration 43Q: 3 clusters Score -1.414573e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 106626 members 
Entering Unmasked Estep 
Score: -14145842.000000 Penalty: 5769.761230
	Iteration 44Q: 3 clusters Score -1.414584e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 106982 members 
Entering Unmasked Estep 
Score: -14145952.000000 Penalty: 5769.761230
	Iteration 45Q: 3 clusters Score -1.414595e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 107289 members 
Entering Unmasked Estep 
Score: -14146021.000000 Penalty: 5769.761230
	Iteration 46Q: 3 clusters Score -1.414602e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 107554 members 
Entering Unmasked Estep 
Score: -14146095.000000 Penalty: 5769.761230
	Iteration 47Q: 3 clusters Score -1.41461e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 107820 members 
Entering Unmasked Estep 
Score: -14146178.000000 Penalty: 5769.761230
	Iteration 48Q: 3 clusters Score -1.414618e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 108050 members 
Entering Unmasked Estep 
Score: -14146242.000000 Penalty: 5769.761230
	Iteration 49Q: 3 clusters Score -1.414624e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 108258 members 
Entering Unmasked Estep 
Score: -14146302.000000 Penalty: 5769.761230
	Iteration 50Q: 3 clusters Score -1.41463e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 108437 members 
Entering Unmasked Estep 
Score: -14146342.000000 Penalty: 5769.761230
	Iteration 51Q: 3 clusters Score -1.414634e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 108622 members 
Entering Unmasked Estep 
Score: -14146362.000000 Penalty: 5769.761230
	Iteration 52Q: 3 clusters Score -1.414636e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 108785 members 
Entering Unmasked Estep 
Score: -14146438.000000 Penalty: 5769.761230
	Iteration 53Q: 3 clusters Score -1.414644e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 108937 members 
Entering Unmasked Estep 
Score: -14146475.000000 Penalty: 5769.761230
	Iteration 54Q: 3 clusters Score -1.414648e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 109079 members 
Entering Unmasked Estep 
Score: -14146506.000000 Penalty: 5769.761230
	Iteration 55Q: 3 clusters Score -1.414651e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 109214 members 
Entering Unmasked Estep 
Score: -14146572.000000 Penalty: 5769.761230
	Iteration 56Q: 3 clusters Score -1.414657e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 109329 members 
Entering Unmasked Estep 
Score: -14146587.000000 Penalty: 5769.761230
	Iteration 57Q: 3 clusters Score -1.414659e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 109432 members 
Entering Unmasked Estep 
Score: -14146579.000000 Penalty: 5769.761230
	Iteration 58Q: 3 clusters Score -1.414658e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 109529 members 
Entering Unmasked Estep 
Score: -14146599.000000 Penalty: 5769.761230
	Iteration 59Q: 3 clusters Score -1.41466e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 109620 members 
Entering Unmasked Estep 
Score: -14146601.000000 Penalty: 5769.761230
	Iteration 60F: 3 clusters Score -1.41466e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 109697 members 
Entering Unmasked Estep 
Score: -14146591.000000 Penalty: 5769.761230
	Iteration 61Q: 3 clusters Score -1.414659e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 109757 members 
Entering Unmasked Estep 
Score: -14146633.000000 Penalty: 5769.761230
	Iteration 62Q: 3 clusters Score -1.414663e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 109822 members 
Entering Unmasked Estep 
Score: -14146672.000000 Penalty: 5769.761230
	Iteration 63Q: 3 clusters Score -1.414667e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 109897 members 
Entering Unmasked Estep 
Score: -14146695.000000 Penalty: 5769.761230
	Iteration 64Q: 3 clusters Score -1.41467e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 109958 members 
Entering Unmasked Estep 
Score: -14146730.000000 Penalty: 5769.761230
	Iteration 65Q: 3 clusters Score -1.414673e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 110025 members 
Entering Unmasked Estep 
Score: -14146745.000000 Penalty: 5769.761230
	Iteration 66Q: 3 clusters Score -1.414674e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 110086 members 
Entering Unmasked Estep 
Score: -14146777.000000 Penalty: 5769.761230
	Iteration 67Q: 3 clusters Score -1.414678e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 110144 members 
Entering Unmasked Estep 
Score: -14146786.000000 Penalty: 5769.761230
	Iteration 68Q: 3 clusters Score -1.414679e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 110212 members 
Entering Unmasked Estep 
Score: -14146792.000000 Penalty: 5769.761230
	Iteration 69Q: 3 clusters Score -1.414679e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 110272 members 
Entering Unmasked Estep 
Score: -14146807.000000 Penalty: 5769.761230
	Iteration 70Q: 3 clusters Score -1.414681e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 110315 members 
Entering Unmasked Estep 
Score: -14146796.000000 Penalty: 5769.761230
	Iteration 71Q: 3 clusters Score -1.41468e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 110348 members 
Entering Unmasked Estep 
Score: -14146789.000000 Penalty: 5769.761230
	Iteration 72Q: 3 clusters Score -1.414679e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 110384 members 
Entering Unmasked Estep 
Score: -14146774.000000 Penalty: 5769.761230
	Iteration 73Q: 3 clusters Score -1.414677e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 110412 members 
Entering Unmasked Estep 
Score: -14146783.000000 Penalty: 5769.761230
	Iteration 74Q: 3 clusters Score -1.414678e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 110454 members 
Entering Unmasked Estep 
Score: -14146810.000000 Penalty: 5769.761230
	Iteration 75Q: 3 clusters Score -1.414681e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 110494 members 
Entering Unmasked Estep 
Score: -14146805.000000 Penalty: 5769.761230
	Iteration 76Q: 3 clusters Score -1.41468e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 110535 members 
Entering Unmasked Estep 
Score: -14146786.000000 Penalty: 5769.761230
	Iteration 77Q: 3 clusters Score -1.414679e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 110557 members 
Entering Unmasked Estep 
Score: -14146793.000000 Penalty: 5769.761230
	Iteration 78Q: 3 clusters Score -1.414679e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 110573 members 
Entering Unmasked Estep 
Score: -14146805.000000 Penalty: 5769.761230
	Iteration 79Q: 3 clusters Score -1.41468e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 110593 members 
Entering Unmasked Estep 
Score: -14146801.000000 Penalty: 5769.761230
	Iteration 80F: 3 clusters Score -1.41468e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 110615 members 
Entering Unmasked Estep 
Score: -14146792.000000 Penalty: 5769.761230
	Iteration 81Q: 3 clusters Score -1.414679e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 110634 members 
Entering Unmasked Estep 
Score: -14146816.000000 Penalty: 5769.761230
	Iteration 82Q: 3 clusters Score -1.414682e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 110656 members 
Entering Unmasked Estep 
Score: -14146814.000000 Penalty: 5769.761230
	Iteration 83Q: 3 clusters Score -1.414681e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 110673 members 
Entering Unmasked Estep 
Score: -14146837.000000 Penalty: 5769.761230
	Iteration 84Q: 3 clusters Score -1.414684e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 110686 members 
Entering Unmasked Estep 
Score: -14146840.000000 Penalty: 5769.761230
	Iteration 85Q: 3 clusters Score -1.414684e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 110701 members 
Entering Unmasked Estep 
Score: -14146838.000000 Penalty: 5769.761230
	Iteration 86Q: 3 clusters Score -1.414684e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 110713 members 
Entering Unmasked Estep 
Score: -14146827.000000 Penalty: 5769.761230
	Iteration 87Q: 3 clusters Score -1.414683e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 110725 members 
Entering Unmasked Estep 
Score: -14146830.000000 Penalty: 5769.761230
	Iteration 88Q: 3 clusters Score -1.414683e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 110738 members 
Entering Unmasked Estep 
Score: -14146834.000000 Penalty: 5769.761230
	Iteration 89Q: 3 clusters Score -1.414683e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 110752 members 
Entering Unmasked Estep 
Score: -14146833.000000 Penalty: 5769.761230
	Iteration 90Q: 3 clusters Score -1.414683e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 110759 members 
Entering Unmasked Estep 
Score: -14146837.000000 Penalty: 5769.761230
	Iteration 91Q: 3 clusters Score -1.414684e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 110766 members 
Entering Unmasked Estep 
Score: -14146845.000000 Penalty: 5769.761230
	Iteration 92Q: 3 clusters Score -1.414684e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 110774 members 
Entering Unmasked Estep 
Score: -14146843.000000 Penalty: 5769.761230
	Iteration 93Q: 3 clusters Score -1.414684e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 110780 members 
Entering Unmasked Estep 
Score: -14146844.000000 Penalty: 5769.761230
	Iteration 94Q: 3 clusters Score -1.414684e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 110785 members 
Entering Unmasked Estep 
Score: -14146838.000000 Penalty: 5769.761230
	Iteration 95Q: 3 clusters Score -1.414684e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 110786 members 
Entering Unmasked Estep 
Score: -14146840.000000 Penalty: 5769.761230
	Iteration 96Q: 3 clusters Score -1.414684e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 110786 members 
Entering Unmasked Estep 
Score: -14146833.000000 Penalty: 5769.761230
	Iteration 97Q: 3 clusters Score -1.414683e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 110787 members 
Entering Unmasked Estep 
Score: -14146842.000000 Penalty: 5769.761230
	Iteration 98Q: 3 clusters Score -1.414684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 110788 members 
Entering Unmasked Estep 
Score: -14146837.000000 Penalty: 5769.761230
	Iteration 99Q: 3 clusters Score -1.414684e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 110789 members 
Entering Unmasked Estep 
Score: -14146845.000000 Penalty: 5769.761230
	Iteration 100F: 3 clusters Score -1.414684e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (27559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Entering Unmasked Estep 
Score: -3465349.000000 Penalty: 2535.572998
	Iteration 0F: 2 clusters Score -3465349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -3446452.750000 Penalty: 5071.145996
	Iteration 0F: 3 clusters Score -3446453 nChanged 12253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -3453238.000000 Penalty: 5071.145996
	Iteration 1F: 3 clusters Score -3453238 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -3453905.500000 Penalty: 5071.145996
	Iteration 2F: 3 clusters Score -3453906 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -3454756.250000 Penalty: 5071.145996
	Iteration 3F: 3 clusters Score -3454756 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -3455999.250000 Penalty: 5071.145996
	Iteration 4F: 3 clusters Score -3455999 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 19318 members 
Entering Unmasked Estep 
Score: -3457688.500000 Penalty: 5071.145996
	Iteration 5F: 3 clusters Score -3457688 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -3459424.250000 Penalty: 5071.145996
	Iteration 6F: 3 clusters Score -3459424 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -3460802.000000 Penalty: 5071.145996
	Iteration 7F: 3 clusters Score -3460802 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -3461681.500000 Penalty: 5071.145996
	Iteration 8Q: 3 clusters Score -3461682 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 23433 members 
Entering Unmasked Estep 
Score: -3462256.750000 Penalty: 5071.145996
	Iteration 9Q: 3 clusters Score -3462257 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -3462629.250000 Penalty: 5071.145996
	Iteration 10Q: 3 clusters Score -3462629 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -3462872.750000 Penalty: 5071.145996
	Iteration 11Q: 3 clusters Score -3462873 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -3463026.750000 Penalty: 5071.145996
	Iteration 12Q: 3 clusters Score -3463027 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 24712 members 
Entering Unmasked Estep 
Score: -3463132.500000 Penalty: 5071.145996
	Iteration 13Q: 3 clusters Score -3463132 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -3463204.250000 Penalty: 5071.145996
	Iteration 14Q: 3 clusters Score -3463204 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -3463258.750000 Penalty: 5071.145996
	Iteration 15Q: 3 clusters Score -3463259 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -3463294.000000 Penalty: 5071.145996
	Iteration 16Q: 3 clusters Score -3463294 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -3463329.500000 Penalty: 5071.145996
	Iteration 17Q: 3 clusters Score -3463330 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -3463361.500000 Penalty: 5071.145996
	Iteration 18Q: 3 clusters Score -3463362 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -3463391.250000 Penalty: 5071.145996
	Iteration 19Q: 3 clusters Score -3463391 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -3463400.750000 Penalty: 5071.145996
	Iteration 20F: 3 clusters Score -3463401 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -3463423.750000 Penalty: 5071.145996
	Iteration 21Q: 3 clusters Score -3463424 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -3463437.250000 Penalty: 5071.145996
	Iteration 22Q: 3 clusters Score -3463437 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -3463455.000000 Penalty: 5071.145996
	Iteration 23Q: 3 clusters Score -3463455 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -3463460.000000 Penalty: 5071.145996
	Iteration 24Q: 3 clusters Score -3463460 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -3463464.250000 Penalty: 5071.145996
	Iteration 25Q: 3 clusters Score -3463464 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -3463474.500000 Penalty: 5071.145996
	Iteration 26Q: 3 clusters Score -3463474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -3463479.750000 Penalty: 5071.145996
	Iteration 27Q: 3 clusters Score -3463480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -3463489.500000 Penalty: 5071.145996
	Iteration 28Q: 3 clusters Score -3463490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -3463488.500000 Penalty: 5071.145996
	Iteration 29Q: 3 clusters Score -3463488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -3463490.750000 Penalty: 5071.145996
	Iteration 30Q: 3 clusters Score -3463491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -3463490.250000 Penalty: 5071.145996
	Iteration 31Q: 3 clusters Score -3463490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -3463488.250000 Penalty: 5071.145996
	Iteration 32Q: 3 clusters Score -3463488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -3463487.500000 Penalty: 5071.145996
	Iteration 33Q: 3 clusters Score -3463488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -3463488.500000 Penalty: 5071.145996
	Iteration 34Q: 3 clusters Score -3463488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -3463487.750000 Penalty: 5071.145996
	Iteration 35Q: 3 clusters Score -3463488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 25720 members 
Entering Unmasked Estep 
Score: -3463483.750000 Penalty: 5071.145996
	Iteration 36Q: 3 clusters Score -3463484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -3463487.500000 Penalty: 5071.145996
	Iteration 37Q: 3 clusters Score -3463488 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -3463493.000000 Penalty: 5071.145996
	Iteration 38Q: 3 clusters Score -3463493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -3463492.750000 Penalty: 5071.145996
	Iteration 39Q: 3 clusters Score -3463493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -3463494.250000 Penalty: 5071.145996
	Iteration 40F: 3 clusters Score -3463494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Entering Unmasked Estep 
Score: -497348.906250 Penalty: 2073.123535
	Iteration 0F: 2 clusters Score -497348.9 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 2175 members 
Entering Unmasked Estep 
Score: -493302.437500 Penalty: 4146.247070
	Iteration 0F: 3 clusters Score -493302.4 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -494457.250000 Penalty: 4146.247070
	Iteration 1F: 3 clusters Score -494457.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -494785.312500 Penalty: 4146.247070
	Iteration 2F: 3 clusters Score -494785.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -495020.562500 Penalty: 4146.247070
	Iteration 3F: 3 clusters Score -495020.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -495248.562500 Penalty: 4146.247070
	Iteration 4F: 3 clusters Score -495248.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -495431.937500 Penalty: 4146.247070
	Iteration 5F: 3 clusters Score -495431.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -495593.125000 Penalty: 4146.247070
	Iteration 6Q: 3 clusters Score -495593.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -495754.781250 Penalty: 4146.247070
	Iteration 7Q: 3 clusters Score -495754.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -495914.531250 Penalty: 4146.247070
	Iteration 8Q: 3 clusters Score -495914.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -496035.343750 Penalty: 4146.247070
	Iteration 9Q: 3 clusters Score -496035.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -496141.156250 Penalty: 4146.247070
	Iteration 10Q: 3 clusters Score -496141.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -496256.843750 Penalty: 4146.247070
	Iteration 11Q: 3 clusters Score -496256.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -496373.281250 Penalty: 4146.247070
	Iteration 12Q: 3 clusters Score -496373.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -496474.031250 Penalty: 4146.247070
	Iteration 13Q: 3 clusters Score -496474 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -496525.562500 Penalty: 4146.247070
	Iteration 14Q: 3 clusters Score -496525.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -496551.187500 Penalty: 4146.247070
	Iteration 15Q: 3 clusters Score -496551.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -496578.875000 Penalty: 4146.247070
	Iteration 16Q: 3 clusters Score -496578.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -496598.750000 Penalty: 4146.247070
	Iteration 17Q: 3 clusters Score -496598.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -496611.125000 Penalty: 4146.247070
	Iteration 18Q: 3 clusters Score -496611.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -496618.312500 Penalty: 4146.247070
	Iteration 19Q: 3 clusters Score -496618.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -496637.406250 Penalty: 4146.247070
	Iteration 20F: 3 clusters Score -496637.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -496654.968750 Penalty: 4146.247070
	Iteration 21Q: 3 clusters Score -496655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -496666.468750 Penalty: 4146.247070
	Iteration 22Q: 3 clusters Score -496666.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -496668.531250 Penalty: 4146.247070
	Iteration 23Q: 3 clusters Score -496668.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -496670.312500 Penalty: 4146.247070
	Iteration 24Q: 3 clusters Score -496670.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -496670.468750 Penalty: 4146.247070
	Iteration 25Q: 3 clusters Score -496670.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -496672.781250 Penalty: 4146.247070
	Iteration 26Q: 3 clusters Score -496672.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -496672.375000 Penalty: 4146.247070
	Iteration 27Q: 3 clusters Score -496672.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -496672.906250 Penalty: 4146.247070
	Iteration 28Q: 3 clusters Score -496672.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -496673.093750 Penalty: 4146.247070
	Iteration 29Q: 3 clusters Score -496673.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -496673.093750 Penalty: 4146.247070
	Iteration 30F: 3 clusters Score -496673.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (190532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190532 members 
Entering Unmasked Estep 
Score: -23690640.000000 Penalty: 3015.078857
	Iteration 0F: 2 clusters Score -2.369064e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95364 members 
Mstep: Class 2 contains 95168 members 
Entering Unmasked Estep 
Score: -23566160.000000 Penalty: 6030.157715
	Iteration 0F: 3 clusters Score -2.356616e+07 nChanged 91218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95166 members 
Mstep: Class 2 contains 95366 members 
Entering Unmasked Estep 
Score: -23619318.000000 Penalty: 6030.157715
	Iteration 1F: 3 clusters Score -2.361932e+07 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95650 members 
Mstep: Class 2 contains 94882 members 
Entering Unmasked Estep 
Score: -23619992.000000 Penalty: 6030.157715
	Iteration 2Q: 3 clusters Score -2.361999e+07 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96435 members 
Mstep: Class 2 contains 94097 members 
Entering Unmasked Estep 
Score: -23620878.000000 Penalty: 6030.157715
	Iteration 3Q: 3 clusters Score -2.362088e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97654 members 
Mstep: Class 2 contains 92878 members 
Entering Unmasked Estep 
Score: -23622008.000000 Penalty: 6030.157715
	Iteration 4Q: 3 clusters Score -2.362201e+07 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99429 members 
Mstep: Class 2 contains 91103 members 
Entering Unmasked Estep 
Score: -23623404.000000 Penalty: 6030.157715
	Iteration 5Q: 3 clusters Score -2.36234e+07 nChanged 6252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101909 members 
Mstep: Class 2 contains 88623 members 
Entering Unmasked Estep 
Score: -23626108.000000 Penalty: 6030.157715
	Iteration 6Q: 3 clusters Score -2.362611e+07 nChanged 7542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105231 members 
Mstep: Class 2 contains 85301 members 
Entering Unmasked Estep 
Score: -23629898.000000 Penalty: 6030.157715
	Iteration 7Q: 3 clusters Score -2.36299e+07 nChanged 9199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109538 members 
Mstep: Class 2 contains 80994 members 
Entering Unmasked Estep 
Score: -23636090.000000 Penalty: 6030.157715
	Iteration 8Q: 3 clusters Score -2.363609e+07 nChanged 11144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114174 members 
Mstep: Class 2 contains 76358 members 
Entering Unmasked Estep 
Score: -23644846.000000 Penalty: 6030.157715
	Iteration 9F: 3 clusters Score -2.364485e+07 nChanged 12370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118160 members 
Mstep: Class 2 contains 72372 members 
Entering Unmasked Estep 
Score: -23654778.000000 Penalty: 6030.157715
	Iteration 10F: 3 clusters Score -2.365478e+07 nChanged 11796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120730 members 
Mstep: Class 2 contains 69802 members 
Entering Unmasked Estep 
Score: -23662272.000000 Penalty: 6030.157715
	Iteration 11F: 3 clusters Score -2.366227e+07 nChanged 9137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122569 members 
Mstep: Class 2 contains 67963 members 
Entering Unmasked Estep 
Score: -23666304.000000 Penalty: 6030.157715
	Iteration 12Q: 3 clusters Score -2.36663e+07 nChanged 5854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124221 members 
Mstep: Class 2 contains 66311 members 
Entering Unmasked Estep 
Score: -23667816.000000 Penalty: 6030.157715
	Iteration 13Q: 3 clusters Score -2.366782e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125862 members 
Mstep: Class 2 contains 64670 members 
Entering Unmasked Estep 
Score: -23668736.000000 Penalty: 6030.157715
	Iteration 14Q: 3 clusters Score -2.366874e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127467 members 
Mstep: Class 2 contains 63065 members 
Entering Unmasked Estep 
Score: -23669402.000000 Penalty: 6030.157715
	Iteration 15Q: 3 clusters Score -2.36694e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129053 members 
Mstep: Class 2 contains 61479 members 
Entering Unmasked Estep 
Score: -23669974.000000 Penalty: 6030.157715
	Iteration 16Q: 3 clusters Score -2.366997e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130670 members 
Mstep: Class 2 contains 59862 members 
Entering Unmasked Estep 
Score: -23670364.000000 Penalty: 6030.157715
	Iteration 17Q: 3 clusters Score -2.367036e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132248 members 
Mstep: Class 2 contains 58284 members 
Entering Unmasked Estep 
Score: -23670852.000000 Penalty: 6030.157715
	Iteration 18Q: 3 clusters Score -2.367085e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133846 members 
Mstep: Class 2 contains 56686 members 
Entering Unmasked Estep 
Score: -23671264.000000 Penalty: 6030.157715
	Iteration 19Q: 3 clusters Score -2.367126e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135554 members 
Mstep: Class 2 contains 54978 members 
Entering Unmasked Estep 
Score: -23671670.000000 Penalty: 6030.157715
	Iteration 20F: 3 clusters Score -2.367167e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137291 members 
Mstep: Class 2 contains 53241 members 
Entering Unmasked Estep 
Score: -23671978.000000 Penalty: 6030.157715
	Iteration 21Q: 3 clusters Score -2.367198e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139089 members 
Mstep: Class 2 contains 51443 members 
Entering Unmasked Estep 
Score: -23672428.000000 Penalty: 6030.157715
	Iteration 22Q: 3 clusters Score -2.367243e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141015 members 
Mstep: Class 2 contains 49517 members 
Entering Unmasked Estep 
Score: -23672814.000000 Penalty: 6030.157715
	Iteration 23Q: 3 clusters Score -2.367281e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143145 members 
Mstep: Class 2 contains 47387 members 
Entering Unmasked Estep 
Score: -23673350.000000 Penalty: 6030.157715
	Iteration 24Q: 3 clusters Score -2.367335e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145390 members 
Mstep: Class 2 contains 45142 members 
Entering Unmasked Estep 
Score: -23673926.000000 Penalty: 6030.157715
	Iteration 25Q: 3 clusters Score -2.367393e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147679 members 
Mstep: Class 2 contains 42853 members 
Entering Unmasked Estep 
Score: -23674602.000000 Penalty: 6030.157715
	Iteration 26Q: 3 clusters Score -2.36746e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150083 members 
Mstep: Class 2 contains 40449 members 
Entering Unmasked Estep 
Score: -23675098.000000 Penalty: 6030.157715
	Iteration 27Q: 3 clusters Score -2.36751e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152404 members 
Mstep: Class 2 contains 38128 members 
Entering Unmasked Estep 
Score: -23675606.000000 Penalty: 6030.157715
	Iteration 28Q: 3 clusters Score -2.367561e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154778 members 
Mstep: Class 2 contains 35754 members 
Entering Unmasked Estep 
Score: -23675994.000000 Penalty: 6030.157715
	Iteration 29Q: 3 clusters Score -2.367599e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157072 members 
Mstep: Class 2 contains 33460 members 
Entering Unmasked Estep 
Score: -23676582.000000 Penalty: 6030.157715
	Iteration 30Q: 3 clusters Score -2.367658e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159332 members 
Mstep: Class 2 contains 31200 members 
Entering Unmasked Estep 
Score: -23677152.000000 Penalty: 6030.157715
	Iteration 31Q: 3 clusters Score -2.367715e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161635 members 
Mstep: Class 2 contains 28897 members 
Entering Unmasked Estep 
Score: -23677784.000000 Penalty: 6030.157715
	Iteration 32Q: 3 clusters Score -2.367778e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163897 members 
Mstep: Class 2 contains 26635 members 
Entering Unmasked Estep 
Score: -23678490.000000 Penalty: 6030.157715
	Iteration 33Q: 3 clusters Score -2.367849e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166224 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -23678926.000000 Penalty: 6030.157715
	Iteration 34Q: 3 clusters Score -2.367893e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168503 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -23679642.000000 Penalty: 6030.157715
	Iteration 35Q: 3 clusters Score -2.367964e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170769 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -23680482.000000 Penalty: 6030.157715
	Iteration 36Q: 3 clusters Score -2.368048e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172896 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -23681204.000000 Penalty: 6030.157715
	Iteration 37Q: 3 clusters Score -2.36812e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174918 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -23681920.000000 Penalty: 6030.157715
	Iteration 38Q: 3 clusters Score -2.368192e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176759 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -23682548.000000 Penalty: 6030.157715
	Iteration 39Q: 3 clusters Score -2.368255e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178430 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -23683166.000000 Penalty: 6030.157715
	Iteration 40F: 3 clusters Score -2.368317e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179983 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -23683824.000000 Penalty: 6030.157715
	Iteration 41Q: 3 clusters Score -2.368382e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181395 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -23684314.000000 Penalty: 6030.157715
	Iteration 42Q: 3 clusters Score -2.368431e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182626 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -23684878.000000 Penalty: 6030.157715
	Iteration 43Q: 3 clusters Score -2.368488e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183694 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -23685412.000000 Penalty: 6030.157715
	Iteration 44Q: 3 clusters Score -2.368541e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184647 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -23685830.000000 Penalty: 6030.157715
	Iteration 45Q: 3 clusters Score -2.368583e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185440 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -23686086.000000 Penalty: 6030.157715
	Iteration 46Q: 3 clusters Score -2.368609e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186084 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -23686368.000000 Penalty: 6030.157715
	Iteration 47Q: 3 clusters Score -2.368637e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186614 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -23686616.000000 Penalty: 6030.157715
	Iteration 48Q: 3 clusters Score -2.368662e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187066 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -23686840.000000 Penalty: 6030.157715
	Iteration 49Q: 3 clusters Score -2.368684e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187431 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -23686974.000000 Penalty: 6030.157715
	Iteration 50Q: 3 clusters Score -2.368697e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187758 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -23687142.000000 Penalty: 6030.157715
	Iteration 51Q: 3 clusters Score -2.368714e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188048 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -23687302.000000 Penalty: 6030.157715
	Iteration 52Q: 3 clusters Score -2.36873e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188270 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -23687434.000000 Penalty: 6030.157715
	Iteration 53Q: 3 clusters Score -2.368743e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188459 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -23687562.000000 Penalty: 6030.157715
	Iteration 54Q: 3 clusters Score -2.368756e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188619 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -23687636.000000 Penalty: 6030.157715
	Iteration 55Q: 3 clusters Score -2.368764e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188747 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -23687720.000000 Penalty: 6030.157715
	Iteration 56Q: 3 clusters Score -2.368772e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188871 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -23687794.000000 Penalty: 6030.157715
	Iteration 57Q: 3 clusters Score -2.368779e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188962 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -23687808.000000 Penalty: 6030.157715
	Iteration 58Q: 3 clusters Score -2.368781e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189042 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -23687862.000000 Penalty: 6030.157715
	Iteration 59Q: 3 clusters Score -2.368786e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189108 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -23687910.000000 Penalty: 6030.157715
	Iteration 60F: 3 clusters Score -2.368791e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189156 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -23687968.000000 Penalty: 6030.157715
	Iteration 61Q: 3 clusters Score -2.368797e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189197 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -23687974.000000 Penalty: 6030.157715
	Iteration 62Q: 3 clusters Score -2.368797e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189231 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -23687996.000000 Penalty: 6030.157715
	Iteration 63Q: 3 clusters Score -2.3688e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189261 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -23687984.000000 Penalty: 6030.157715
	Iteration 64Q: 3 clusters Score -2.368798e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189288 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -23687974.000000 Penalty: 6030.157715
	Iteration 65Q: 3 clusters Score -2.368797e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189308 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -23687976.000000 Penalty: 6030.157715
	Iteration 66Q: 3 clusters Score -2.368798e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189324 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -23687992.000000 Penalty: 6030.157715
	Iteration 67Q: 3 clusters Score -2.368799e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189334 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -23687986.000000 Penalty: 6030.157715
	Iteration 68Q: 3 clusters Score -2.368799e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189344 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -23687978.000000 Penalty: 6030.157715
	Iteration 69Q: 3 clusters Score -2.368798e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189354 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -23687996.000000 Penalty: 6030.157715
	Iteration 70Q: 3 clusters Score -2.3688e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189363 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -23688030.000000 Penalty: 6030.157715
	Iteration 71Q: 3 clusters Score -2.368803e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189378 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -23688030.000000 Penalty: 6030.157715
	Iteration 72Q: 3 clusters Score -2.368803e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189386 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -23688028.000000 Penalty: 6030.157715
	Iteration 73Q: 3 clusters Score -2.368803e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189394 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -23688048.000000 Penalty: 6030.157715
	Iteration 74Q: 3 clusters Score -2.368805e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189398 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -23688036.000000 Penalty: 6030.157715
	Iteration 75Q: 3 clusters Score -2.368804e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189402 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -23688032.000000 Penalty: 6030.157715
	Iteration 76Q: 3 clusters Score -2.368803e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189406 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -23688036.000000 Penalty: 6030.157715
	Iteration 77Q: 3 clusters Score -2.368804e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189413 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -23688038.000000 Penalty: 6030.157715
	Iteration 78Q: 3 clusters Score -2.368804e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189418 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -23688038.000000 Penalty: 6030.157715
	Iteration 79Q: 3 clusters Score -2.368804e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189420 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -23688050.000000 Penalty: 6030.157715
	Iteration 80F: 3 clusters Score -2.368805e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189427 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -23688060.000000 Penalty: 6030.157715
	Iteration 81Q: 3 clusters Score -2.368806e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189429 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -23688070.000000 Penalty: 6030.157715
	Iteration 82Q: 3 clusters Score -2.368807e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189430 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -23688068.000000 Penalty: 6030.157715
	Iteration 83Q: 3 clusters Score -2.368807e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189430 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -23688068.000000 Penalty: 6030.157715
	Iteration 84F: 3 clusters Score -2.368807e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -250022.984375 Penalty: 1916.428711
	Iteration 0F: 2 clusters Score -250023 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 1172 members 
Entering Unmasked Estep 
Score: -247472.718750 Penalty: 3832.857422
	Iteration 0F: 3 clusters Score -247472.7 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -248395.625000 Penalty: 3832.857422
	Iteration 1F: 3 clusters Score -248395.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -248836.578125 Penalty: 3832.857422
	Iteration 2F: 3 clusters Score -248836.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -249144.968750 Penalty: 3832.857422
	Iteration 3F: 3 clusters Score -249145 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -249366.109375 Penalty: 3832.857422
	Iteration 4F: 3 clusters Score -249366.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -249599.906250 Penalty: 3832.857422
	Iteration 5Q: 3 clusters Score -249599.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -249722.328125 Penalty: 3832.857422
	Iteration 6Q: 3 clusters Score -249722.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -249796.000000 Penalty: 3832.857422
	Iteration 7Q: 3 clusters Score -249796 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -249854.734375 Penalty: 3832.857422
	Iteration 8Q: 3 clusters Score -249854.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -249915.515625 Penalty: 3832.857422
	Iteration 9Q: 3 clusters Score -249915.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -249985.734375 Penalty: 3832.857422
	Iteration 10Q: 3 clusters Score -249985.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -250031.750000 Penalty: 3832.857422
	Iteration 11Q: 3 clusters Score -250031.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -250047.203125 Penalty: 3832.857422
	Iteration 12Q: 3 clusters Score -250047.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -250052.515625 Penalty: 3832.857422
	Iteration 13Q: 3 clusters Score -250052.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -250055.203125 Penalty: 3832.857422
	Iteration 14Q: 3 clusters Score -250055.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -250056.625000 Penalty: 3832.857422
	Iteration 15Q: 3 clusters Score -250056.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -250056.750000 Penalty: 3832.857422
	Iteration 16Q: 3 clusters Score -250056.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -250057.750000 Penalty: 3832.857422
	Iteration 17Q: 3 clusters Score -250057.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -250058.875000 Penalty: 3832.857422
	Iteration 18Q: 3 clusters Score -250058.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -250059.296875 Penalty: 3832.857422
	Iteration 19Q: 3 clusters Score -250059.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -250074.781250 Penalty: 3832.857422
	Iteration 20F: 3 clusters Score -250074.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -250107.703125 Penalty: 3832.857422
	Iteration 21Q: 3 clusters Score -250107.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -250119.562500 Penalty: 3832.857422
	Iteration 22Q: 3 clusters Score -250119.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -250127.953125 Penalty: 3832.857422
	Iteration 23Q: 3 clusters Score -250128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -250129.531250 Penalty: 3832.857422
	Iteration 24Q: 3 clusters Score -250129.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -250129.531250 Penalty: 3832.857422
	Iteration 25F: 3 clusters Score -250129.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 14286 members 
Mstep: Class 3 contains 53245 members 
Mstep: Class 4 contains 37117 members 
Mstep: Class 5 contains 6635 members 
Mstep: Class 6 contains 3194 members 
Mstep: Class 7 contains 26768 members 
Mstep: Class 8 contains 76318 members 
Mstep: Class 9 contains 6587 members 
Mstep: Class 10 contains 112711 members 
Mstep: Class 11 contains 27559 members 
Mstep: Class 12 contains 4270 members 
Mstep: Class 13 contains 190532 members 
Mstep: Class 14 contains 264 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1830 members 
Mstep: Class 17 contains 2006 members 
Mstep: Class 19 contains 57501 members 
Mstep: Class 20 contains 205991 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5884 members 
Entering Unmasked Estep 
Score: -104761144.000000 Penalty: 71150.023438
Splitting cluster 14 changes total score from -104762344.000000 to -104761144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (1341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Entering Unmasked Estep 
Score: -153709.578125 Penalty: 1785.890381
	Iteration 0F: 2 clusters Score -153709.6 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 704 members 
Entering Unmasked Estep 
Score: -151545.187500 Penalty: 3571.780762
	Iteration 0F: 3 clusters Score -151545.2 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -151998.062500 Penalty: 3571.780762
	Iteration 1F: 3 clusters Score -151998.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -152315.703125 Penalty: 3571.780762
	Iteration 2F: 3 clusters Score -152315.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -152597.984375 Penalty: 3571.780762
	Iteration 3F: 3 clusters Score -152598 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -152971.968750 Penalty: 3571.780762
	Iteration 4F: 3 clusters Score -152972 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -153514.328125 Penalty: 3571.780762
	Iteration 5F: 3 clusters Score -153514.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -153908.640625 Penalty: 3571.780762
	Iteration 6F: 3 clusters Score -153908.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -154081.390625 Penalty: 3571.780762
	Iteration 7Q: 3 clusters Score -154081.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -154199.953125 Penalty: 3571.780762
	Iteration 8Q: 3 clusters Score -154200 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -154265.765625 Penalty: 3571.780762
	Iteration 9Q: 3 clusters Score -154265.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -154300.125000 Penalty: 3571.780762
	Iteration 10Q: 3 clusters Score -154300.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -154328.250000 Penalty: 3571.780762
	Iteration 11Q: 3 clusters Score -154328.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -154362.656250 Penalty: 3571.780762
	Iteration 12Q: 3 clusters Score -154362.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -154394.687500 Penalty: 3571.780762
	Iteration 13Q: 3 clusters Score -154394.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -154411.390625 Penalty: 3571.780762
	Iteration 14Q: 3 clusters Score -154411.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -154420.937500 Penalty: 3571.780762
	Iteration 15Q: 3 clusters Score -154420.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -154430.937500 Penalty: 3571.780762
	Iteration 16Q: 3 clusters Score -154430.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -154430.937500 Penalty: 3571.780762
	Iteration 17F: 3 clusters Score -154430.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 14286 members 
Mstep: Class 3 contains 53245 members 
Mstep: Class 4 contains 37117 members 
Mstep: Class 5 contains 6635 members 
Mstep: Class 6 contains 3194 members 
Mstep: Class 7 contains 26768 members 
Mstep: Class 8 contains 76318 members 
Mstep: Class 9 contains 6587 members 
Mstep: Class 10 contains 112711 members 
Mstep: Class 11 contains 27559 members 
Mstep: Class 12 contains 4270 members 
Mstep: Class 13 contains 190532 members 
Mstep: Class 14 contains 2270 members 
Mstep: Class 15 contains 380 members 
Mstep: Class 16 contains 1830 members 
Mstep: Class 17 contains 961 members 
Mstep: Class 19 contains 57501 members 
Mstep: Class 20 contains 205991 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5884 members 
Entering Unmasked Estep 
Score: -104761608.000000 Penalty: 71150.023438
Splitting cluster 15 changes total score from -104762344.000000 to -104761608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (1830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Entering Unmasked Estep 
Score: -219254.687500 Penalty: 1862.993652
	Iteration 0F: 2 clusters Score -219254.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -216756.531250 Penalty: 3725.987305
	Iteration 0F: 3 clusters Score -216756.5 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -217275.140625 Penalty: 3725.987305
	Iteration 1F: 3 clusters Score -217275.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -217435.953125 Penalty: 3725.987305
	Iteration 2F: 3 clusters Score -217436 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -217534.781250 Penalty: 3725.987305
	Iteration 3Q: 3 clusters Score -217534.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -217590.109375 Penalty: 3725.987305
	Iteration 4Q: 3 clusters Score -217590.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -217635.687500 Penalty: 3725.987305
	Iteration 5Q: 3 clusters Score -217635.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -217667.531250 Penalty: 3725.987305
	Iteration 6Q: 3 clusters Score -217667.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -217695.421875 Penalty: 3725.987305
	Iteration 7Q: 3 clusters Score -217695.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -217714.203125 Penalty: 3725.987305
	Iteration 8Q: 3 clusters Score -217714.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -217724.625000 Penalty: 3725.987305
	Iteration 9Q: 3 clusters Score -217724.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -217734.046875 Penalty: 3725.987305
	Iteration 10Q: 3 clusters Score -217734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -217747.265625 Penalty: 3725.987305
	Iteration 11Q: 3 clusters Score -217747.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -217762.093750 Penalty: 3725.987305
	Iteration 12Q: 3 clusters Score -217762.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -217770.546875 Penalty: 3725.987305
	Iteration 13Q: 3 clusters Score -217770.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -217777.000000 Penalty: 3725.987305
	Iteration 14Q: 3 clusters Score -217777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -217779.671875 Penalty: 3725.987305
	Iteration 15Q: 3 clusters Score -217779.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -217781.375000 Penalty: 3725.987305
	Iteration 16Q: 3 clusters Score -217781.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -217782.281250 Penalty: 3725.987305
	Iteration 17Q: 3 clusters Score -217782.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -217782.281250 Penalty: 3725.987305
	Iteration 18F: 3 clusters Score -217782.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (57501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57501 members 
Entering Unmasked Estep 
Score: -6978945.000000 Penalty: 2717.970215
	Iteration 0F: 2 clusters Score -6978945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 28944 members 
Entering Unmasked Estep 
Score: -6940020.000000 Penalty: 5435.940430
	Iteration 0F: 3 clusters Score -6940020 nChanged 26759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 30567 members 
Entering Unmasked Estep 
Score: -6955313.000000 Penalty: 5435.940430
	Iteration 1F: 3 clusters Score -6955313 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 31530 members 
Entering Unmasked Estep 
Score: -6955849.000000 Penalty: 5435.940430
	Iteration 2Q: 3 clusters Score -6955849 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 32908 members 
Entering Unmasked Estep 
Score: -6956570.000000 Penalty: 5435.940430
	Iteration 3Q: 3 clusters Score -6956570 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22595 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -6957451.000000 Penalty: 5435.940430
	Iteration 4Q: 3 clusters Score -6957451 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 37760 members 
Entering Unmasked Estep 
Score: -6958997.500000 Penalty: 5435.940430
	Iteration 5F: 3 clusters Score -6958998 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 41608 members 
Entering Unmasked Estep 
Score: -6961634.000000 Penalty: 5435.940430
	Iteration 6F: 3 clusters Score -6961634 nChanged 4808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 46404 members 
Entering Unmasked Estep 
Score: -6965738.500000 Penalty: 5435.940430
	Iteration 7F: 3 clusters Score -6965738 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 51190 members 
Entering Unmasked Estep 
Score: -6970295.000000 Penalty: 5435.940430
	Iteration 8F: 3 clusters Score -6970295 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 54667 members 
Entering Unmasked Estep 
Score: -6973815.500000 Penalty: 5435.940430
	Iteration 9F: 3 clusters Score -6973816 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 56331 members 
Entering Unmasked Estep 
Score: -6975452.000000 Penalty: 5435.940430
	Iteration 10Q: 3 clusters Score -6975452 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 56963 members 
Entering Unmasked Estep 
Score: -6976096.000000 Penalty: 5435.940430
	Iteration 11Q: 3 clusters Score -6976096 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 57158 members 
Entering Unmasked Estep 
Score: -6976330.000000 Penalty: 5435.940430
	Iteration 12Q: 3 clusters Score -6976330 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 57212 members 
Entering Unmasked Estep 
Score: -6976407.500000 Penalty: 5435.940430
	Iteration 13Q: 3 clusters Score -6976408 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 57241 members 
Entering Unmasked Estep 
Score: -6976461.500000 Penalty: 5435.940430
	Iteration 14Q: 3 clusters Score -6976462 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 57252 members 
Entering Unmasked Estep 
Score: -6976477.500000 Penalty: 5435.940430
	Iteration 15Q: 3 clusters Score -6976478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 57264 members 
Entering Unmasked Estep 
Score: -6976495.500000 Penalty: 5435.940430
	Iteration 16Q: 3 clusters Score -6976496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 57273 members 
Entering Unmasked Estep 
Score: -6976512.500000 Penalty: 5435.940430
	Iteration 17Q: 3 clusters Score -6976512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 57278 members 
Entering Unmasked Estep 
Score: -6976530.500000 Penalty: 5435.940430
	Iteration 18Q: 3 clusters Score -6976530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 57281 members 
Entering Unmasked Estep 
Score: -6976528.500000 Penalty: 5435.940430
	Iteration 19Q: 3 clusters Score -6976528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 57280 members 
Entering Unmasked Estep 
Score: -6976529.000000 Penalty: 5435.940430
	Iteration 20F: 3 clusters Score -6976529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 57279 members 
Entering Unmasked Estep 
Score: -6976529.500000 Penalty: 5435.940430
	Iteration 21Q: 3 clusters Score -6976530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 57279 members 
Entering Unmasked Estep 
Score: -6976529.500000 Penalty: 5435.940430
	Iteration 22F: 3 clusters Score -6976530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (205991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205991 members 
Entering Unmasked Estep 
Score: -25595140.000000 Penalty: 3034.425781
	Iteration 0F: 2 clusters Score -2.559514e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103103 members 
Mstep: Class 2 contains 102888 members 
Entering Unmasked Estep 
Score: -25460346.000000 Penalty: 6068.851562
	Iteration 0F: 3 clusters Score -2.546035e+07 nChanged 99107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106330 members 
Mstep: Class 2 contains 99661 members 
Entering Unmasked Estep 
Score: -25519962.000000 Penalty: 6068.851562
	Iteration 1F: 3 clusters Score -2.551996e+07 nChanged 6970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108236 members 
Mstep: Class 2 contains 97755 members 
Entering Unmasked Estep 
Score: -25521728.000000 Penalty: 6068.851562
	Iteration 2Q: 3 clusters Score -2.552173e+07 nChanged 8131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111199 members 
Mstep: Class 2 contains 94792 members 
Entering Unmasked Estep 
Score: -25524716.000000 Penalty: 6068.851562
	Iteration 3Q: 3 clusters Score -2.552472e+07 nChanged 9981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115506 members 
Mstep: Class 2 contains 90485 members 
Entering Unmasked Estep 
Score: -25529898.000000 Penalty: 6068.851562
	Iteration 4Q: 3 clusters Score -2.55299e+07 nChanged 12247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121693 members 
Mstep: Class 2 contains 84298 members 
Entering Unmasked Estep 
Score: -25537590.000000 Penalty: 6068.851562
	Iteration 5F: 3 clusters Score -2.553759e+07 nChanged 14280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129767 members 
Mstep: Class 2 contains 76224 members 
Entering Unmasked Estep 
Score: -25549088.000000 Penalty: 6068.851562
	Iteration 6F: 3 clusters Score -2.554909e+07 nChanged 14725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138056 members 
Mstep: Class 2 contains 67935 members 
Entering Unmasked Estep 
Score: -25561652.000000 Penalty: 6068.851562
	Iteration 7F: 3 clusters Score -2.556165e+07 nChanged 12579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144277 members 
Mstep: Class 2 contains 61714 members 
Entering Unmasked Estep 
Score: -25570582.000000 Penalty: 6068.851562
	Iteration 8F: 3 clusters Score -2.557058e+07 nChanged 8802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148633 members 
Mstep: Class 2 contains 57358 members 
Entering Unmasked Estep 
Score: -25575034.000000 Penalty: 6068.851562
	Iteration 9Q: 3 clusters Score -2.557503e+07 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152508 members 
Mstep: Class 2 contains 53483 members 
Entering Unmasked Estep 
Score: -25577234.000000 Penalty: 6068.851562
	Iteration 10Q: 3 clusters Score -2.557723e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156342 members 
Mstep: Class 2 contains 49649 members 
Entering Unmasked Estep 
Score: -25579102.000000 Penalty: 6068.851562
	Iteration 11Q: 3 clusters Score -2.55791e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160145 members 
Mstep: Class 2 contains 45846 members 
Entering Unmasked Estep 
Score: -25580606.000000 Penalty: 6068.851562
	Iteration 12Q: 3 clusters Score -2.558061e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163947 members 
Mstep: Class 2 contains 42044 members 
Entering Unmasked Estep 
Score: -25582382.000000 Penalty: 6068.851562
	Iteration 13Q: 3 clusters Score -2.558238e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167776 members 
Mstep: Class 2 contains 38215 members 
Entering Unmasked Estep 
Score: -25584334.000000 Penalty: 6068.851562
	Iteration 14Q: 3 clusters Score -2.558433e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171402 members 
Mstep: Class 2 contains 34589 members 
Entering Unmasked Estep 
Score: -25585764.000000 Penalty: 6068.851562
	Iteration 15Q: 3 clusters Score -2.558576e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174889 members 
Mstep: Class 2 contains 31102 members 
Entering Unmasked Estep 
Score: -25587294.000000 Penalty: 6068.851562
	Iteration 16Q: 3 clusters Score -2.558729e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178165 members 
Mstep: Class 2 contains 27826 members 
Entering Unmasked Estep 
Score: -25588696.000000 Penalty: 6068.851562
	Iteration 17Q: 3 clusters Score -2.55887e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181155 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -25589828.000000 Penalty: 6068.851562
	Iteration 18Q: 3 clusters Score -2.558983e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184002 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -25590772.000000 Penalty: 6068.851562
	Iteration 19Q: 3 clusters Score -2.559077e+07 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186593 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -25591610.000000 Penalty: 6068.851562
	Iteration 20F: 3 clusters Score -2.559161e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188885 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -25592162.000000 Penalty: 6068.851562
	Iteration 21Q: 3 clusters Score -2.559216e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191005 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -25592784.000000 Penalty: 6068.851562
	Iteration 22Q: 3 clusters Score -2.559278e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192868 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -25593086.000000 Penalty: 6068.851562
	Iteration 23Q: 3 clusters Score -2.559309e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194523 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -25593306.000000 Penalty: 6068.851562
	Iteration 24Q: 3 clusters Score -2.559331e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196002 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -25593526.000000 Penalty: 6068.851562
	Iteration 25Q: 3 clusters Score -2.559353e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197339 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -25593504.000000 Penalty: 6068.851562
	Iteration 26Q: 3 clusters Score -2.55935e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198526 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -25593612.000000 Penalty: 6068.851562
	Iteration 27Q: 3 clusters Score -2.559361e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199574 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -25593656.000000 Penalty: 6068.851562
	Iteration 28Q: 3 clusters Score -2.559366e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200456 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -25593724.000000 Penalty: 6068.851562
	Iteration 29Q: 3 clusters Score -2.559372e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201136 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -25593688.000000 Penalty: 6068.851562
	Iteration 30Q: 3 clusters Score -2.559369e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201674 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -25593684.000000 Penalty: 6068.851562
	Iteration 31Q: 3 clusters Score -2.559368e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202122 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -25593608.000000 Penalty: 6068.851562
	Iteration 32Q: 3 clusters Score -2.559361e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202498 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -25593614.000000 Penalty: 6068.851562
	Iteration 33Q: 3 clusters Score -2.559361e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202798 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -25593628.000000 Penalty: 6068.851562
	Iteration 34Q: 3 clusters Score -2.559363e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203045 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -25593668.000000 Penalty: 6068.851562
	Iteration 35Q: 3 clusters Score -2.559367e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203240 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -25593638.000000 Penalty: 6068.851562
	Iteration 36Q: 3 clusters Score -2.559364e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203397 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -25593632.000000 Penalty: 6068.851562
	Iteration 37Q: 3 clusters Score -2.559363e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203528 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -25593656.000000 Penalty: 6068.851562
	Iteration 38Q: 3 clusters Score -2.559366e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203657 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -25593648.000000 Penalty: 6068.851562
	Iteration 39Q: 3 clusters Score -2.559365e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203780 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -25593574.000000 Penalty: 6068.851562
	Iteration 40F: 3 clusters Score -2.559357e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203869 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -25593550.000000 Penalty: 6068.851562
	Iteration 41Q: 3 clusters Score -2.559355e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203953 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -25593494.000000 Penalty: 6068.851562
	Iteration 42Q: 3 clusters Score -2.559349e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204019 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -25593542.000000 Penalty: 6068.851562
	Iteration 43Q: 3 clusters Score -2.559354e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204076 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -25593586.000000 Penalty: 6068.851562
	Iteration 44Q: 3 clusters Score -2.559359e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204118 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -25593572.000000 Penalty: 6068.851562
	Iteration 45Q: 3 clusters Score -2.559357e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204167 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -25593572.000000 Penalty: 6068.851562
	Iteration 46Q: 3 clusters Score -2.559357e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204194 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -25593560.000000 Penalty: 6068.851562
	Iteration 47Q: 3 clusters Score -2.559356e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204229 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -25593560.000000 Penalty: 6068.851562
	Iteration 48Q: 3 clusters Score -2.559356e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204266 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -25593540.000000 Penalty: 6068.851562
	Iteration 49Q: 3 clusters Score -2.559354e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204304 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -25593534.000000 Penalty: 6068.851562
	Iteration 50Q: 3 clusters Score -2.559353e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204333 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -25593560.000000 Penalty: 6068.851562
	Iteration 51Q: 3 clusters Score -2.559356e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204353 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -25593512.000000 Penalty: 6068.851562
	Iteration 52Q: 3 clusters Score -2.559351e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204375 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -25593546.000000 Penalty: 6068.851562
	Iteration 53Q: 3 clusters Score -2.559355e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204395 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -25593542.000000 Penalty: 6068.851562
	Iteration 54Q: 3 clusters Score -2.559354e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204410 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -25593536.000000 Penalty: 6068.851562
	Iteration 55Q: 3 clusters Score -2.559354e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204423 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -25593534.000000 Penalty: 6068.851562
	Iteration 56Q: 3 clusters Score -2.559353e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204432 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -25593546.000000 Penalty: 6068.851562
	Iteration 57Q: 3 clusters Score -2.559355e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204445 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -25593544.000000 Penalty: 6068.851562
	Iteration 58Q: 3 clusters Score -2.559354e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204445 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -25593544.000000 Penalty: 6068.851562
	Iteration 59F: 3 clusters Score -2.559354e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Entering Unmasked Estep 
Score: -160922.328125 Penalty: 1793.896973
	Iteration 0F: 2 clusters Score -160922.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -158786.000000 Penalty: 3587.793945
	Iteration 0F: 3 clusters Score -158786 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -159269.687500 Penalty: 3587.793945
	Iteration 1F: 3 clusters Score -159269.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -159519.312500 Penalty: 3587.793945
	Iteration 2F: 3 clusters Score -159519.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -159693.625000 Penalty: 3587.793945
	Iteration 3F: 3 clusters Score -159693.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -159907.656250 Penalty: 3587.793945
	Iteration 4F: 3 clusters Score -159907.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -160120.750000 Penalty: 3587.793945
	Iteration 5Q: 3 clusters Score -160120.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -160433.390625 Penalty: 3587.793945
	Iteration 6F: 3 clusters Score -160433.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -160801.546875 Penalty: 3587.793945
	Iteration 7F: 3 clusters Score -160801.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -160989.328125 Penalty: 3587.793945
	Iteration 8Q: 3 clusters Score -160989.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -161150.078125 Penalty: 3587.793945
	Iteration 9Q: 3 clusters Score -161150.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -161260.296875 Penalty: 3587.793945
	Iteration 10Q: 3 clusters Score -161260.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -161295.578125 Penalty: 3587.793945
	Iteration 11Q: 3 clusters Score -161295.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -161299.828125 Penalty: 3587.793945
	Iteration 12Q: 3 clusters Score -161299.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -161300.578125 Penalty: 3587.793945
	Iteration 13F: 3 clusters Score -161300.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -161307.453125 Penalty: 3587.793945
	Iteration 14Q: 3 clusters Score -161307.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -161320.062500 Penalty: 3587.793945
	Iteration 15Q: 3 clusters Score -161320.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -161321.093750 Penalty: 3587.793945
	Iteration 16F: 3 clusters Score -161321.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -161327.750000 Penalty: 3587.793945
	Iteration 17Q: 3 clusters Score -161327.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -161334.078125 Penalty: 3587.793945
	Iteration 18Q: 3 clusters Score -161334.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -161334.078125 Penalty: 3587.793945
	Iteration 19F: 3 clusters Score -161334.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 14286 members 
Mstep: Class 3 contains 53245 members 
Mstep: Class 4 contains 37117 members 
Mstep: Class 5 contains 6635 members 
Mstep: Class 6 contains 3194 members 
Mstep: Class 7 contains 26768 members 
Mstep: Class 8 contains 76318 members 
Mstep: Class 9 contains 6587 members 
Mstep: Class 10 contains 112711 members 
Mstep: Class 11 contains 27559 members 
Mstep: Class 12 contains 4270 members 
Mstep: Class 13 contains 190532 members 
Mstep: Class 14 contains 2270 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1830 members 
Mstep: Class 17 contains 1013 members 
Mstep: Class 19 contains 57501 members 
Mstep: Class 20 contains 205991 members 
Mstep: Class 21 contains 372 members 
Mstep: Class 22 contains 5884 members 
Entering Unmasked Estep 
Score: -104761424.000000 Penalty: 71150.023438
Splitting cluster 21 changes total score from -104762344.000000 to -104761424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (5884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Entering Unmasked Estep 
Score: -694207.375000 Penalty: 2152.637939
	Iteration 0F: 2 clusters Score -694207.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -689130.125000 Penalty: 4305.275879
	Iteration 0F: 3 clusters Score -689130.1 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -690386.875000 Penalty: 4305.275879
	Iteration 1F: 3 clusters Score -690386.9 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -690624.187500 Penalty: 4305.275879
	Iteration 2F: 3 clusters Score -690624.2 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -690865.312500 Penalty: 4305.275879
	Iteration 3F: 3 clusters Score -690865.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -691091.750000 Penalty: 4305.275879
	Iteration 4Q: 3 clusters Score -691091.8 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -691282.812500 Penalty: 4305.275879
	Iteration 5Q: 3 clusters Score -691282.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -691407.125000 Penalty: 4305.275879
	Iteration 6Q: 3 clusters Score -691407.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -691528.812500 Penalty: 4305.275879
	Iteration 7Q: 3 clusters Score -691528.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -691632.687500 Penalty: 4305.275879
	Iteration 8Q: 3 clusters Score -691632.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -691710.000000 Penalty: 4305.275879
	Iteration 9Q: 3 clusters Score -691710 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -691759.562500 Penalty: 4305.275879
	Iteration 10Q: 3 clusters Score -691759.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -691792.375000 Penalty: 4305.275879
	Iteration 11Q: 3 clusters Score -691792.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -691822.750000 Penalty: 4305.275879
	Iteration 12Q: 3 clusters Score -691822.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -691846.875000 Penalty: 4305.275879
	Iteration 13Q: 3 clusters Score -691846.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -691879.500000 Penalty: 4305.275879
	Iteration 14Q: 3 clusters Score -691879.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -691905.500000 Penalty: 4305.275879
	Iteration 15Q: 3 clusters Score -691905.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -691924.375000 Penalty: 4305.275879
	Iteration 16Q: 3 clusters Score -691924.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -691938.250000 Penalty: 4305.275879
	Iteration 17Q: 3 clusters Score -691938.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -691953.687500 Penalty: 4305.275879
	Iteration 18Q: 3 clusters Score -691953.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -691971.250000 Penalty: 4305.275879
	Iteration 19Q: 3 clusters Score -691971.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -691987.250000 Penalty: 4305.275879
	Iteration 20F: 3 clusters Score -691987.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -691996.812500 Penalty: 4305.275879
	Iteration 21Q: 3 clusters Score -691996.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -692014.062500 Penalty: 4305.275879
	Iteration 22Q: 3 clusters Score -692014.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -692025.312500 Penalty: 4305.275879
	Iteration 23Q: 3 clusters Score -692025.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -692040.375000 Penalty: 4305.275879
	Iteration 24Q: 3 clusters Score -692040.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -692052.375000 Penalty: 4305.275879
	Iteration 25Q: 3 clusters Score -692052.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -692066.125000 Penalty: 4305.275879
	Iteration 26Q: 3 clusters Score -692066.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -692083.187500 Penalty: 4305.275879
	Iteration 27Q: 3 clusters Score -692083.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -692097.937500 Penalty: 4305.275879
	Iteration 28Q: 3 clusters Score -692097.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -692117.062500 Penalty: 4305.275879
	Iteration 29Q: 3 clusters Score -692117.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -692131.750000 Penalty: 4305.275879
	Iteration 30Q: 3 clusters Score -692131.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -692143.437500 Penalty: 4305.275879
	Iteration 31Q: 3 clusters Score -692143.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -692159.937500 Penalty: 4305.275879
	Iteration 32Q: 3 clusters Score -692159.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -692176.687500 Penalty: 4305.275879
	Iteration 33Q: 3 clusters Score -692176.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -692190.812500 Penalty: 4305.275879
	Iteration 34Q: 3 clusters Score -692190.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -692207.000000 Penalty: 4305.275879
	Iteration 35Q: 3 clusters Score -692207 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -692223.812500 Penalty: 4305.275879
	Iteration 36Q: 3 clusters Score -692223.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -692245.937500 Penalty: 4305.275879
	Iteration 37Q: 3 clusters Score -692245.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -692266.250000 Penalty: 4305.275879
	Iteration 38Q: 3 clusters Score -692266.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -692279.812500 Penalty: 4305.275879
	Iteration 39Q: 3 clusters Score -692279.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -692296.875000 Penalty: 4305.275879
	Iteration 40F: 3 clusters Score -692296.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -692311.437500 Penalty: 4305.275879
	Iteration 41Q: 3 clusters Score -692311.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -692326.687500 Penalty: 4305.275879
	Iteration 42Q: 3 clusters Score -692326.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -692335.437500 Penalty: 4305.275879
	Iteration 43Q: 3 clusters Score -692335.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -692343.000000 Penalty: 4305.275879
	Iteration 44Q: 3 clusters Score -692343 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -692351.437500 Penalty: 4305.275879
	Iteration 45Q: 3 clusters Score -692351.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -692359.375000 Penalty: 4305.275879
	Iteration 46Q: 3 clusters Score -692359.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -692368.500000 Penalty: 4305.275879
	Iteration 47Q: 3 clusters Score -692368.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -692372.312500 Penalty: 4305.275879
	Iteration 48Q: 3 clusters Score -692372.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -692375.750000 Penalty: 4305.275879
	Iteration 49Q: 3 clusters Score -692375.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -692379.687500 Penalty: 4305.275879
	Iteration 50Q: 3 clusters Score -692379.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -692385.437500 Penalty: 4305.275879
	Iteration 51Q: 3 clusters Score -692385.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -692394.625000 Penalty: 4305.275879
	Iteration 52Q: 3 clusters Score -692394.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -692402.750000 Penalty: 4305.275879
	Iteration 53Q: 3 clusters Score -692402.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -692409.250000 Penalty: 4305.275879
	Iteration 54Q: 3 clusters Score -692409.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -692413.875000 Penalty: 4305.275879
	Iteration 55Q: 3 clusters Score -692413.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -692419.812500 Penalty: 4305.275879
	Iteration 56Q: 3 clusters Score -692419.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -692426.437500 Penalty: 4305.275879
	Iteration 57Q: 3 clusters Score -692426.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -692432.312500 Penalty: 4305.275879
	Iteration 58Q: 3 clusters Score -692432.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -692440.500000 Penalty: 4305.275879
	Iteration 59Q: 3 clusters Score -692440.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -692445.500000 Penalty: 4305.275879
	Iteration 60F: 3 clusters Score -692445.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -692453.625000 Penalty: 4305.275879
	Iteration 61Q: 3 clusters Score -692453.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -692460.000000 Penalty: 4305.275879
	Iteration 62Q: 3 clusters Score -692460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -692462.187500 Penalty: 4305.275879
	Iteration 63Q: 3 clusters Score -692462.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -692466.250000 Penalty: 4305.275879
	Iteration 64Q: 3 clusters Score -692466.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -692471.125000 Penalty: 4305.275879
	Iteration 65Q: 3 clusters Score -692471.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -692476.062500 Penalty: 4305.275879
	Iteration 66Q: 3 clusters Score -692476.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -692478.125000 Penalty: 4305.275879
	Iteration 67Q: 3 clusters Score -692478.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -692480.687500 Penalty: 4305.275879
	Iteration 68Q: 3 clusters Score -692480.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -692481.875000 Penalty: 4305.275879
	Iteration 69Q: 3 clusters Score -692481.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -692483.312500 Penalty: 4305.275879
	Iteration 70Q: 3 clusters Score -692483.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -692485.500000 Penalty: 4305.275879
	Iteration 71Q: 3 clusters Score -692485.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -692487.250000 Penalty: 4305.275879
	Iteration 72Q: 3 clusters Score -692487.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -692489.312500 Penalty: 4305.275879
	Iteration 73Q: 3 clusters Score -692489.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -692493.375000 Penalty: 4305.275879
	Iteration 74Q: 3 clusters Score -692493.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -692493.062500 Penalty: 4305.275879
	Iteration 75Q: 3 clusters Score -692493.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -692494.000000 Penalty: 4305.275879
	Iteration 76Q: 3 clusters Score -692494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -692495.000000 Penalty: 4305.275879
	Iteration 77Q: 3 clusters Score -692495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -692496.500000 Penalty: 4305.275879
	Iteration 78Q: 3 clusters Score -692496.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -692497.500000 Penalty: 4305.275879
	Iteration 79Q: 3 clusters Score -692497.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -692501.125000 Penalty: 4305.275879
	Iteration 80F: 3 clusters Score -692501.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -692503.687500 Penalty: 4305.275879
	Iteration 81Q: 3 clusters Score -692503.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -692505.562500 Penalty: 4305.275879
	Iteration 82Q: 3 clusters Score -692505.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -692507.750000 Penalty: 4305.275879
	Iteration 83Q: 3 clusters Score -692507.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -692507.875000 Penalty: 4305.275879
	Iteration 84Q: 3 clusters Score -692507.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -692508.562500 Penalty: 4305.275879
	Iteration 85Q: 3 clusters Score -692508.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -692511.625000 Penalty: 4305.275879
	Iteration 86Q: 3 clusters Score -692511.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -692515.062500 Penalty: 4305.275879
	Iteration 87Q: 3 clusters Score -692515.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -692518.687500 Penalty: 4305.275879
	Iteration 88Q: 3 clusters Score -692518.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -692519.625000 Penalty: 4305.275879
	Iteration 89Q: 3 clusters Score -692519.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -692522.000000 Penalty: 4305.275879
	Iteration 90Q: 3 clusters Score -692522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -692522.750000 Penalty: 4305.275879
	Iteration 91Q: 3 clusters Score -692522.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -692528.062500 Penalty: 4305.275879
	Iteration 92Q: 3 clusters Score -692528.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -692528.312500 Penalty: 4305.275879
	Iteration 93Q: 3 clusters Score -692528.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -692531.687500 Penalty: 4305.275879
	Iteration 94Q: 3 clusters Score -692531.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -692532.375000 Penalty: 4305.275879
	Iteration 95Q: 3 clusters Score -692532.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -692532.375000 Penalty: 4305.275879
	Iteration 96Q: 3 clusters Score -692532.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -692531.375000 Penalty: 4305.275879
	Iteration 97Q: 3 clusters Score -692531.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -692534.062500 Penalty: 4305.275879
	Iteration 98Q: 3 clusters Score -692534.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -692536.562500 Penalty: 4305.275879
	Iteration 99Q: 3 clusters Score -692536.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -692535.125000 Penalty: 4305.275879
	Iteration 100F: 3 clusters Score -692535.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -692535.312500 Penalty: 4305.275879
	Iteration 101Q: 3 clusters Score -692535.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -692537.875000 Penalty: 4305.275879
	Iteration 102Q: 3 clusters Score -692537.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -692539.375000 Penalty: 4305.275879
	Iteration 103Q: 3 clusters Score -692539.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -692538.625000 Penalty: 4305.275879
	Iteration 104Q: 3 clusters Score -692538.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -692539.875000 Penalty: 4305.275879
	Iteration 105Q: 3 clusters Score -692539.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -692541.375000 Penalty: 4305.275879
	Iteration 106Q: 3 clusters Score -692541.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -692541.812500 Penalty: 4305.275879
	Iteration 107Q: 3 clusters Score -692541.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -692543.062500 Penalty: 4305.275879
	Iteration 108Q: 3 clusters Score -692543.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -692544.437500 Penalty: 4305.275879
	Iteration 109Q: 3 clusters Score -692544.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -692546.562500 Penalty: 4305.275879
	Iteration 110Q: 3 clusters Score -692546.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -692547.187500 Penalty: 4305.275879
	Iteration 111Q: 3 clusters Score -692547.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -692545.937500 Penalty: 4305.275879
	Iteration 112Q: 3 clusters Score -692545.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -692545.812500 Penalty: 4305.275879
	Iteration 113Q: 3 clusters Score -692545.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -692546.250000 Penalty: 4305.275879
	Iteration 114Q: 3 clusters Score -692546.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -692546.687500 Penalty: 4305.275879
	Iteration 115Q: 3 clusters Score -692546.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -692547.875000 Penalty: 4305.275879
	Iteration 116Q: 3 clusters Score -692547.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -692547.750000 Penalty: 4305.275879
	Iteration 117Q: 3 clusters Score -692547.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -692548.312500 Penalty: 4305.275879
	Iteration 118Q: 3 clusters Score -692548.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -692549.750000 Penalty: 4305.275879
	Iteration 119Q: 3 clusters Score -692549.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -692551.625000 Penalty: 4305.275879
	Iteration 120F: 3 clusters Score -692551.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -692552.125000 Penalty: 4305.275879
	Iteration 121Q: 3 clusters Score -692552.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -692552.125000 Penalty: 4305.275879
	Iteration 122F: 3 clusters Score -692552.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 14286 members 
Mstep: Class 3 contains 53245 members 
Mstep: Class 4 contains 37117 members 
Mstep: Class 5 contains 6635 members 
Mstep: Class 6 contains 3194 members 
Mstep: Class 7 contains 26768 members 
Mstep: Class 8 contains 76318 members 
Mstep: Class 9 contains 6587 members 
Mstep: Class 10 contains 112711 members 
Mstep: Class 11 contains 27559 members 
Mstep: Class 12 contains 4270 members 
Mstep: Class 13 contains 190532 members 
Mstep: Class 14 contains 2270 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1830 members 
Mstep: Class 19 contains 57501 members 
Mstep: Class 20 contains 205991 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104762512.000000 Penalty: 67761.929688
Iteration 119Q: 21 clusters Score -1.047625e+08 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 14291 members 
Mstep: Class 3 contains 53310 members 
Mstep: Class 4 contains 37099 members 
Mstep: Class 5 contains 6635 members 
Mstep: Class 6 contains 3190 members 
Mstep: Class 7 contains 26796 members 
Mstep: Class 8 contains 76279 members 
Mstep: Class 9 contains 6588 members 
Mstep: Class 10 contains 112624 members 
Mstep: Class 11 contains 27571 members 
Mstep: Class 12 contains 4269 members 
Mstep: Class 13 contains 190578 members 
Mstep: Class 14 contains 2270 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1832 members 
Mstep: Class 19 contains 57486 members 
Mstep: Class 20 contains 205992 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104762680.000000 Penalty: 67761.929688
Iteration 120F: 21 clusters Score -1.047627e+08 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 14291 members 
Mstep: Class 3 contains 53362 members 
Mstep: Class 4 contains 37094 members 
Mstep: Class 5 contains 6637 members 
Mstep: Class 6 contains 3211 members 
Mstep: Class 7 contains 26819 members 
Mstep: Class 8 contains 76248 members 
Mstep: Class 9 contains 6588 members 
Mstep: Class 10 contains 112511 members 
Mstep: Class 11 contains 27579 members 
Mstep: Class 12 contains 4274 members 
Mstep: Class 13 contains 190615 members 
Mstep: Class 14 contains 2270 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1831 members 
Mstep: Class 19 contains 57462 members 
Mstep: Class 20 contains 206021 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104762824.000000 Penalty: 67761.929688
Iteration 121Q: 21 clusters Score -1.047628e+08 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21978 members 
Mstep: Class 2 contains 14293 members 
Mstep: Class 3 contains 53437 members 
Mstep: Class 4 contains 37083 members 
Mstep: Class 5 contains 6637 members 
Mstep: Class 6 contains 3233 members 
Mstep: Class 7 contains 26852 members 
Mstep: Class 8 contains 76207 members 
Mstep: Class 9 contains 6588 members 
Mstep: Class 10 contains 112382 members 
Mstep: Class 11 contains 27579 members 
Mstep: Class 12 contains 4273 members 
Mstep: Class 13 contains 190645 members 
Mstep: Class 14 contains 2270 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 57442 members 
Mstep: Class 20 contains 206065 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104762608.000000 Penalty: 67761.929688
Iteration 122Q: 21 clusters Score -1.047626e+08 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 14289 members 
Mstep: Class 3 contains 53513 members 
Mstep: Class 4 contains 37072 members 
Mstep: Class 5 contains 6637 members 
Mstep: Class 6 contains 3232 members 
Mstep: Class 7 contains 26880 members 
Mstep: Class 8 contains 76161 members 
Mstep: Class 9 contains 6588 members 
Mstep: Class 10 contains 112263 members 
Mstep: Class 11 contains 27583 members 
Mstep: Class 12 contains 4275 members 
Mstep: Class 13 contains 190666 members 
Mstep: Class 14 contains 2270 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1828 members 
Mstep: Class 19 contains 57430 members 
Mstep: Class 20 contains 206127 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104762808.000000 Penalty: 67761.929688
Iteration 123Q: 21 clusters Score -1.047628e+08 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 14287 members 
Mstep: Class 3 contains 53594 members 
Mstep: Class 4 contains 37065 members 
Mstep: Class 5 contains 6637 members 
Mstep: Class 6 contains 3230 members 
Mstep: Class 7 contains 26905 members 
Mstep: Class 8 contains 76113 members 
Mstep: Class 9 contains 6588 members 
Mstep: Class 10 contains 112140 members 
Mstep: Class 11 contains 27589 members 
Mstep: Class 12 contains 4273 members 
Mstep: Class 13 contains 190740 members 
Mstep: Class 14 contains 2270 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1828 members 
Mstep: Class 19 contains 57415 members 
Mstep: Class 20 contains 206140 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104762912.000000 Penalty: 67761.929688
Iteration 124Q: 21 clusters Score -1.047629e+08 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21982 members 
Mstep: Class 2 contains 14291 members 
Mstep: Class 3 contains 53682 members 
Mstep: Class 4 contains 37057 members 
Mstep: Class 5 contains 6638 members 
Mstep: Class 6 contains 3215 members 
Mstep: Class 7 contains 26930 members 
Mstep: Class 8 contains 76084 members 
Mstep: Class 9 contains 6588 members 
Mstep: Class 10 contains 112022 members 
Mstep: Class 11 contains 27586 members 
Mstep: Class 12 contains 4271 members 
Mstep: Class 13 contains 190830 members 
Mstep: Class 14 contains 2271 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1828 members 
Mstep: Class 19 contains 57399 members 
Mstep: Class 20 contains 206131 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104762864.000000 Penalty: 67761.929688
Iteration 125Q: 21 clusters Score -1.047629e+08 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 14298 members 
Mstep: Class 3 contains 53772 members 
Mstep: Class 4 contains 37046 members 
Mstep: Class 5 contains 6638 members 
Mstep: Class 6 contains 3214 members 
Mstep: Class 7 contains 26961 members 
Mstep: Class 8 contains 76061 members 
Mstep: Class 9 contains 6588 members 
Mstep: Class 10 contains 111871 members 
Mstep: Class 11 contains 27587 members 
Mstep: Class 12 contains 4267 members 
Mstep: Class 13 contains 190930 members 
Mstep: Class 14 contains 2271 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1831 members 
Mstep: Class 19 contains 57388 members 
Mstep: Class 20 contains 206106 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104762872.000000 Penalty: 67761.929688
Iteration 126Q: 21 clusters Score -1.047629e+08 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 14305 members 
Mstep: Class 3 contains 53858 members 
Mstep: Class 4 contains 37037 members 
Mstep: Class 5 contains 6638 members 
Mstep: Class 6 contains 3214 members 
Mstep: Class 7 contains 27008 members 
Mstep: Class 8 contains 76030 members 
Mstep: Class 9 contains 6588 members 
Mstep: Class 10 contains 111730 members 
Mstep: Class 11 contains 27589 members 
Mstep: Class 12 contains 4269 members 
Mstep: Class 13 contains 191031 members 
Mstep: Class 14 contains 2271 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1834 members 
Mstep: Class 19 contains 57375 members 
Mstep: Class 20 contains 206053 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104762880.000000 Penalty: 67761.929688
Iteration 127Q: 21 clusters Score -1.047629e+08 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 14314 members 
Mstep: Class 3 contains 53937 members 
Mstep: Class 4 contains 37027 members 
Mstep: Class 5 contains 6638 members 
Mstep: Class 6 contains 3209 members 
Mstep: Class 7 contains 27066 members 
Mstep: Class 8 contains 76012 members 
Mstep: Class 9 contains 6588 members 
Mstep: Class 10 contains 111603 members 
Mstep: Class 11 contains 27591 members 
Mstep: Class 12 contains 4272 members 
Mstep: Class 13 contains 191111 members 
Mstep: Class 14 contains 2271 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1839 members 
Mstep: Class 19 contains 57371 members 
Mstep: Class 20 contains 205985 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5857 members 
Entering Unmasked Estep 
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Score: -104762952.000000 Penalty: 67761.929688
Iteration 128Q: 21 clusters Score -1.04763e+08 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 14323 members 
Mstep: Class 3 contains 54012 members 
Mstep: Class 4 contains 37009 members 
Mstep: Class 5 contains 6638 members 
Mstep: Class 6 contains 3190 members 
Mstep: Class 7 contains 27113 members 
Mstep: Class 8 contains 75998 members 
Mstep: Class 9 contains 6588 members 
Mstep: Class 10 contains 111485 members 
Mstep: Class 11 contains 27585 members 
Mstep: Class 12 contains 4271 members 
Mstep: Class 13 contains 191182 members 
Mstep: Class 14 contains 2271 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1842 members 
Mstep: Class 19 contains 57363 members 
Mstep: Class 20 contains 205964 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5856 members 
Entering Unmasked Estep 
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Iteration 129Q: 21 clusters Score -1.04763e+08 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21984 members 
Mstep: Class 2 contains 14329 members 
Mstep: Class 3 contains 54073 members 
Mstep: Class 4 contains 36990 members 
Mstep: Class 5 contains 6638 members 
Mstep: Class 6 contains 3176 members 
Mstep: Class 7 contains 27155 members 
Mstep: Class 8 contains 75993 members 
Mstep: Class 9 contains 6587 members 
Mstep: Class 10 contains 111358 members 
Mstep: Class 11 contains 27586 members 
Mstep: Class 12 contains 4270 members 
Mstep: Class 13 contains 191267 members 
Mstep: Class 14 contains 2272 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1841 members 
Mstep: Class 19 contains 57347 members 
Mstep: Class 20 contains 205953 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5855 members 
Entering Unmasked Estep 
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Score: -104763016.000000 Penalty: 67761.929688
Iteration 130Q: 21 clusters Score -1.04763e+08 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 14332 members 
Mstep: Class 3 contains 54128 members 
Mstep: Class 4 contains 36989 members 
Mstep: Class 5 contains 6638 members 
Mstep: Class 6 contains 3164 members 
Mstep: Class 7 contains 27188 members 
Mstep: Class 8 contains 75982 members 
Mstep: Class 9 contains 6587 members 
Mstep: Class 10 contains 111220 members 
Mstep: Class 11 contains 27580 members 
Mstep: Class 12 contains 4270 members 
Mstep: Class 13 contains 191359 members 
Mstep: Class 14 contains 2272 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1841 members 
Mstep: Class 19 contains 57329 members 
Mstep: Class 20 contains 205960 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5852 members 
Entering Unmasked Estep 
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Iteration 131Q: 21 clusters Score -1.047632e+08 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 14339 members 
Mstep: Class 3 contains 54167 members 
Mstep: Class 4 contains 36988 members 
Mstep: Class 5 contains 6638 members 
Mstep: Class 6 contains 3159 members 
Mstep: Class 7 contains 27217 members 
Mstep: Class 8 contains 75976 members 
Mstep: Class 9 contains 6587 members 
Mstep: Class 10 contains 111103 members 
Mstep: Class 11 contains 27580 members 
Mstep: Class 12 contains 4273 members 
Mstep: Class 13 contains 191423 members 
Mstep: Class 14 contains 2272 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 19 contains 57316 members 
Mstep: Class 20 contains 205965 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5850 members 
Entering Unmasked Estep 
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Iteration 132Q: 21 clusters Score -1.047632e+08 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 14344 members 
Mstep: Class 3 contains 54211 members 
Mstep: Class 4 contains 36980 members 
Mstep: Class 5 contains 6638 members 
Mstep: Class 6 contains 3148 members 
Mstep: Class 7 contains 27257 members 
Mstep: Class 8 contains 75959 members 
Mstep: Class 9 contains 6587 members 
Mstep: Class 10 contains 110978 members 
Mstep: Class 11 contains 27576 members 
Mstep: Class 12 contains 4277 members 
Mstep: Class 13 contains 191494 members 
Mstep: Class 14 contains 2272 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1844 members 
Mstep: Class 19 contains 57303 members 
Mstep: Class 20 contains 205984 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5848 members 
Entering Unmasked Estep 
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Iteration 133Q: 21 clusters Score -1.047631e+08 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 14352 members 
Mstep: Class 3 contains 54249 members 
Mstep: Class 4 contains 36979 members 
Mstep: Class 5 contains 6638 members 
Mstep: Class 6 contains 3142 members 
Mstep: Class 7 contains 27291 members 
Mstep: Class 8 contains 75942 members 
Mstep: Class 9 contains 6586 members 
Mstep: Class 10 contains 110862 members 
Mstep: Class 11 contains 27574 members 
Mstep: Class 12 contains 4275 members 
Mstep: Class 13 contains 191602 members 
Mstep: Class 14 contains 2272 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1843 members 
Mstep: Class 19 contains 57291 members 
Mstep: Class 20 contains 205957 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5846 members 
Entering Unmasked Estep 
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Iteration 134Q: 21 clusters Score -1.047631e+08 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 14352 members 
Mstep: Class 3 contains 54290 members 
Mstep: Class 4 contains 36970 members 
Mstep: Class 5 contains 6639 members 
Mstep: Class 6 contains 3137 members 
Mstep: Class 7 contains 27311 members 
Mstep: Class 8 contains 75925 members 
Mstep: Class 9 contains 6586 members 
Mstep: Class 10 contains 110745 members 
Mstep: Class 11 contains 27576 members 
Mstep: Class 12 contains 4276 members 
Mstep: Class 13 contains 191678 members 
Mstep: Class 14 contains 2272 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1847 members 
Mstep: Class 19 contains 57283 members 
Mstep: Class 20 contains 205966 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5845 members 
Entering Unmasked Estep 
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Iteration 135Q: 21 clusters Score -1.04763e+08 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 14353 members 
Mstep: Class 3 contains 54346 members 
Mstep: Class 4 contains 36951 members 
Mstep: Class 5 contains 6639 members 
Mstep: Class 6 contains 3129 members 
Mstep: Class 7 contains 27331 members 
Mstep: Class 8 contains 75921 members 
Mstep: Class 9 contains 6586 members 
Mstep: Class 10 contains 110594 members 
Mstep: Class 11 contains 27588 members 
Mstep: Class 12 contains 4277 members 
Mstep: Class 13 contains 191759 members 
Mstep: Class 14 contains 2272 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1850 members 
Mstep: Class 19 contains 57278 members 
Mstep: Class 20 contains 205979 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5845 members 
Entering Unmasked Estep 
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Iteration 136Q: 21 clusters Score -1.047629e+08 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 14356 members 
Mstep: Class 3 contains 54392 members 
Mstep: Class 4 contains 36944 members 
Mstep: Class 5 contains 6641 members 
Mstep: Class 6 contains 3119 members 
Mstep: Class 7 contains 27348 members 
Mstep: Class 8 contains 75913 members 
Mstep: Class 9 contains 6586 members 
Mstep: Class 10 contains 110456 members 
Mstep: Class 11 contains 27576 members 
Mstep: Class 12 contains 4280 members 
Mstep: Class 13 contains 191826 members 
Mstep: Class 14 contains 2272 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1851 members 
Mstep: Class 19 contains 57264 members 
Mstep: Class 20 contains 206029 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5845 members 
Entering Unmasked Estep 
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Iteration 137Q: 21 clusters Score -1.047629e+08 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 14357 members 
Mstep: Class 3 contains 54411 members 
Mstep: Class 4 contains 36933 members 
Mstep: Class 5 contains 6642 members 
Mstep: Class 6 contains 3114 members 
Mstep: Class 7 contains 27365 members 
Mstep: Class 8 contains 75902 members 
Mstep: Class 9 contains 6586 members 
Mstep: Class 10 contains 110309 members 
Mstep: Class 11 contains 27571 members 
Mstep: Class 12 contains 4282 members 
Mstep: Class 13 contains 191861 members 
Mstep: Class 14 contains 2273 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1851 members 
Mstep: Class 19 contains 57253 members 
Mstep: Class 20 contains 206146 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5844 members 
Entering Unmasked Estep 
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Iteration 138Q: 21 clusters Score -1.047627e+08 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 14359 members 
Mstep: Class 3 contains 54424 members 
Mstep: Class 4 contains 36913 members 
Mstep: Class 5 contains 6644 members 
Mstep: Class 6 contains 3109 members 
Mstep: Class 7 contains 27383 members 
Mstep: Class 8 contains 75886 members 
Mstep: Class 9 contains 6587 members 
Mstep: Class 10 contains 110173 members 
Mstep: Class 11 contains 27559 members 
Mstep: Class 12 contains 4281 members 
Mstep: Class 13 contains 191884 members 
Mstep: Class 14 contains 2273 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1849 members 
Mstep: Class 19 contains 57255 members 
Mstep: Class 20 contains 206284 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5843 members 
Entering Unmasked Estep 
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Iteration 139Q: 21 clusters Score -1.047629e+08 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 14357 members 
Mstep: Class 3 contains 54440 members 
Mstep: Class 4 contains 36901 members 
Mstep: Class 5 contains 6646 members 
Mstep: Class 6 contains 3103 members 
Mstep: Class 7 contains 27402 members 
Mstep: Class 8 contains 75878 members 
Mstep: Class 9 contains 6587 members 
Mstep: Class 10 contains 110027 members 
Mstep: Class 11 contains 27552 members 
Mstep: Class 12 contains 4282 members 
Mstep: Class 13 contains 191958 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1845 members 
Mstep: Class 19 contains 57247 members 
Mstep: Class 20 contains 206367 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5841 members 
Entering Unmasked Estep 
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Iteration 140F: 21 clusters Score -1.047628e+08 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 14359 members 
Mstep: Class 3 contains 54461 members 
Mstep: Class 4 contains 36884 members 
Mstep: Class 5 contains 6646 members 
Mstep: Class 6 contains 3100 members 
Mstep: Class 7 contains 27421 members 
Mstep: Class 8 contains 75870 members 
Mstep: Class 9 contains 6588 members 
Mstep: Class 10 contains 109910 members 
Mstep: Class 11 contains 27543 members 
Mstep: Class 12 contains 4278 members 
Mstep: Class 13 contains 192060 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1841 members 
Mstep: Class 19 contains 57240 members 
Mstep: Class 20 contains 206394 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5841 members 
Entering Unmasked Estep 
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Iteration 141Q: 21 clusters Score -1.04763e+08 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 14363 members 
Mstep: Class 3 contains 54475 members 
Mstep: Class 4 contains 36869 members 
Mstep: Class 5 contains 6646 members 
Mstep: Class 6 contains 3093 members 
Mstep: Class 7 contains 27430 members 
Mstep: Class 8 contains 75854 members 
Mstep: Class 9 contains 6590 members 
Mstep: Class 10 contains 109795 members 
Mstep: Class 11 contains 27527 members 
Mstep: Class 12 contains 4274 members 
Mstep: Class 13 contains 192167 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1841 members 
Mstep: Class 19 contains 57246 members 
Mstep: Class 20 contains 206419 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5841 members 
Entering Unmasked Estep 
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Iteration 142Q: 21 clusters Score -1.047631e+08 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 14362 members 
Mstep: Class 3 contains 54487 members 
Mstep: Class 4 contains 36852 members 
Mstep: Class 5 contains 6647 members 
Mstep: Class 6 contains 3088 members 
Mstep: Class 7 contains 27446 members 
Mstep: Class 8 contains 75843 members 
Mstep: Class 9 contains 6592 members 
Mstep: Class 10 contains 109667 members 
Mstep: Class 11 contains 27514 members 
Mstep: Class 12 contains 4272 members 
Mstep: Class 13 contains 192313 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1840 members 
Mstep: Class 19 contains 57249 members 
Mstep: Class 20 contains 206420 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5841 members 
Entering Unmasked Estep 
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Iteration 143Q: 21 clusters Score -1.047632e+08 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 14367 members 
Mstep: Class 3 contains 54489 members 
Mstep: Class 4 contains 36835 members 
Mstep: Class 5 contains 6648 members 
Mstep: Class 6 contains 3085 members 
Mstep: Class 7 contains 27453 members 
Mstep: Class 8 contains 75824 members 
Mstep: Class 9 contains 6592 members 
Mstep: Class 10 contains 109541 members 
Mstep: Class 11 contains 27495 members 
Mstep: Class 12 contains 4270 members 
Mstep: Class 13 contains 192514 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1837 members 
Mstep: Class 19 contains 57253 members 
Mstep: Class 20 contains 206389 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5841 members 
Entering Unmasked Estep 
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Iteration 144Q: 21 clusters Score -1.047633e+08 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 14374 members 
Mstep: Class 3 contains 54498 members 
Mstep: Class 4 contains 36818 members 
Mstep: Class 5 contains 6649 members 
Mstep: Class 6 contains 3085 members 
Mstep: Class 7 contains 27470 members 
Mstep: Class 8 contains 75813 members 
Mstep: Class 9 contains 6591 members 
Mstep: Class 10 contains 109421 members 
Mstep: Class 11 contains 27475 members 
Mstep: Class 12 contains 4267 members 
Mstep: Class 13 contains 192703 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1834 members 
Mstep: Class 19 contains 57268 members 
Mstep: Class 20 contains 206320 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5841 members 
Entering Unmasked Estep 
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Iteration 145Q: 21 clusters Score -1.047633e+08 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 14374 members 
Mstep: Class 3 contains 54514 members 
Mstep: Class 4 contains 36809 members 
Mstep: Class 5 contains 6650 members 
Mstep: Class 6 contains 3083 members 
Mstep: Class 7 contains 27489 members 
Mstep: Class 8 contains 75790 members 
Mstep: Class 9 contains 6589 members 
Mstep: Class 10 contains 109292 members 
Mstep: Class 11 contains 27451 members 
Mstep: Class 12 contains 4261 members 
Mstep: Class 13 contains 192883 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1834 members 
Mstep: Class 19 contains 57277 members 
Mstep: Class 20 contains 206287 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5841 members 
Entering Unmasked Estep 
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Iteration 146Q: 21 clusters Score -1.047634e+08 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21971 members 
Mstep: Class 2 contains 14374 members 
Mstep: Class 3 contains 54528 members 
Mstep: Class 4 contains 36795 members 
Mstep: Class 5 contains 6650 members 
Mstep: Class 6 contains 3082 members 
Mstep: Class 7 contains 27504 members 
Mstep: Class 8 contains 75775 members 
Mstep: Class 9 contains 6589 members 
Mstep: Class 10 contains 109169 members 
Mstep: Class 11 contains 27437 members 
Mstep: Class 12 contains 4258 members 
Mstep: Class 13 contains 193137 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1835 members 
Mstep: Class 19 contains 57276 members 
Mstep: Class 20 contains 206179 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5840 members 
Entering Unmasked Estep 
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Iteration 147Q: 21 clusters Score -1.047636e+08 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 14374 members 
Mstep: Class 3 contains 54524 members 
Mstep: Class 4 contains 36789 members 
Mstep: Class 5 contains 6650 members 
Mstep: Class 6 contains 3081 members 
Mstep: Class 7 contains 27518 members 
Mstep: Class 8 contains 75756 members 
Mstep: Class 9 contains 6589 members 
Mstep: Class 10 contains 109053 members 
Mstep: Class 11 contains 27418 members 
Mstep: Class 12 contains 4258 members 
Mstep: Class 13 contains 193351 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1836 members 
Mstep: Class 19 contains 57283 members 
Mstep: Class 20 contains 206110 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5840 members 
Entering Unmasked Estep 
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Iteration 148Q: 21 clusters Score -1.047634e+08 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 54543 members 
Mstep: Class 4 contains 36779 members 
Mstep: Class 5 contains 6650 members 
Mstep: Class 6 contains 3080 members 
Mstep: Class 7 contains 27547 members 
Mstep: Class 8 contains 75733 members 
Mstep: Class 9 contains 6589 members 
Mstep: Class 10 contains 108940 members 
Mstep: Class 11 contains 27404 members 
Mstep: Class 12 contains 4259 members 
Mstep: Class 13 contains 193545 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1839 members 
Mstep: Class 19 contains 57288 members 
Mstep: Class 20 contains 206023 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5840 members 
Entering Unmasked Estep 
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Iteration 149Q: 21 clusters Score -1.047635e+08 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 14376 members 
Mstep: Class 3 contains 54565 members 
Mstep: Class 4 contains 36769 members 
Mstep: Class 5 contains 6650 members 
Mstep: Class 6 contains 3082 members 
Mstep: Class 7 contains 27564 members 
Mstep: Class 8 contains 75720 members 
Mstep: Class 9 contains 6590 members 
Mstep: Class 10 contains 108830 members 
Mstep: Class 11 contains 27385 members 
Mstep: Class 12 contains 4256 members 
Mstep: Class 13 contains 193720 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1836 members 
Mstep: Class 19 contains 57298 members 
Mstep: Class 20 contains 205957 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5840 members 
Entering Unmasked Estep 
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Iteration 150Q: 21 clusters Score -1.047637e+08 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 14375 members 
Mstep: Class 3 contains 54584 members 
Mstep: Class 4 contains 36754 members 
Mstep: Class 5 contains 6650 members 
Mstep: Class 6 contains 3082 members 
Mstep: Class 7 contains 27582 members 
Mstep: Class 8 contains 75698 members 
Mstep: Class 9 contains 6590 members 
Mstep: Class 10 contains 108732 members 
Mstep: Class 11 contains 27367 members 
Mstep: Class 12 contains 4255 members 
Mstep: Class 13 contains 193953 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1836 members 
Mstep: Class 19 contains 57310 members 
Mstep: Class 20 contains 205840 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5838 members 
Entering Unmasked Estep 
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Iteration 151Q: 21 clusters Score -1.047638e+08 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 14378 members 
Mstep: Class 3 contains 54597 members 
Mstep: Class 4 contains 36746 members 
Mstep: Class 5 contains 6650 members 
Mstep: Class 6 contains 3081 members 
Mstep: Class 7 contains 27599 members 
Mstep: Class 8 contains 75681 members 
Mstep: Class 9 contains 6591 members 
Mstep: Class 10 contains 108647 members 
Mstep: Class 11 contains 27348 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 194158 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1837 members 
Mstep: Class 19 contains 57312 members 
Mstep: Class 20 contains 205730 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5837 members 
Entering Unmasked Estep 
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Iteration 152Q: 21 clusters Score -1.047635e+08 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 14376 members 
Mstep: Class 3 contains 54609 members 
Mstep: Class 4 contains 36733 members 
Mstep: Class 5 contains 6650 members 
Mstep: Class 6 contains 3083 members 
Mstep: Class 7 contains 27617 members 
Mstep: Class 8 contains 75662 members 
Mstep: Class 9 contains 6592 members 
Mstep: Class 10 contains 108551 members 
Mstep: Class 11 contains 27331 members 
Mstep: Class 12 contains 4250 members 
Mstep: Class 13 contains 194351 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1838 members 
Mstep: Class 19 contains 57324 members 
Mstep: Class 20 contains 205645 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5836 members 
Entering Unmasked Estep 
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Iteration 153Q: 21 clusters Score -1.047638e+08 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 14378 members 
Mstep: Class 3 contains 54632 members 
Mstep: Class 4 contains 36714 members 
Mstep: Class 5 contains 6650 members 
Mstep: Class 6 contains 3083 members 
Mstep: Class 7 contains 27643 members 
Mstep: Class 8 contains 75624 members 
Mstep: Class 9 contains 6593 members 
Mstep: Class 10 contains 108454 members 
Mstep: Class 11 contains 27316 members 
Mstep: Class 12 contains 4249 members 
Mstep: Class 13 contains 194569 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1839 members 
Mstep: Class 19 contains 57337 members 
Mstep: Class 20 contains 205528 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5835 members 
Entering Unmasked Estep 
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Iteration 154Q: 21 clusters Score -1.047638e+08 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21957 members 
Mstep: Class 2 contains 14379 members 
Mstep: Class 3 contains 54641 members 
Mstep: Class 4 contains 36693 members 
Mstep: Class 5 contains 6650 members 
Mstep: Class 6 contains 3080 members 
Mstep: Class 7 contains 27666 members 
Mstep: Class 8 contains 75599 members 
Mstep: Class 9 contains 6593 members 
Mstep: Class 10 contains 108360 members 
Mstep: Class 11 contains 27296 members 
Mstep: Class 12 contains 4249 members 
Mstep: Class 13 contains 194758 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1836 members 
Mstep: Class 19 contains 57346 members 
Mstep: Class 20 contains 205462 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104763736.000000 Penalty: 67761.929688
Iteration 155Q: 21 clusters Score -1.047637e+08 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 14380 members 
Mstep: Class 3 contains 54642 members 
Mstep: Class 4 contains 36680 members 
Mstep: Class 5 contains 6650 members 
Mstep: Class 6 contains 3080 members 
Mstep: Class 7 contains 27685 members 
Mstep: Class 8 contains 75586 members 
Mstep: Class 9 contains 6593 members 
Mstep: Class 10 contains 108247 members 
Mstep: Class 11 contains 27268 members 
Mstep: Class 12 contains 4248 members 
Mstep: Class 13 contains 194963 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1838 members 
Mstep: Class 19 contains 57342 members 
Mstep: Class 20 contains 205419 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104763544.000000 Penalty: 67761.929688
Iteration 156Q: 21 clusters Score -1.047635e+08 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 14384 members 
Mstep: Class 3 contains 54651 members 
Mstep: Class 4 contains 36668 members 
Mstep: Class 5 contains 6650 members 
Mstep: Class 6 contains 3080 members 
Mstep: Class 7 contains 27697 members 
Mstep: Class 8 contains 75575 members 
Mstep: Class 9 contains 6593 members 
Mstep: Class 10 contains 108159 members 
Mstep: Class 11 contains 27248 members 
Mstep: Class 12 contains 4248 members 
Mstep: Class 13 contains 195100 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1837 members 
Mstep: Class 19 contains 57346 members 
Mstep: Class 20 contains 205393 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104763792.000000 Penalty: 67761.929688
Iteration 157Q: 21 clusters Score -1.047638e+08 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21940 members 
Mstep: Class 2 contains 14386 members 
Mstep: Class 3 contains 54659 members 
Mstep: Class 4 contains 36660 members 
Mstep: Class 5 contains 6649 members 
Mstep: Class 6 contains 3082 members 
Mstep: Class 7 contains 27709 members 
Mstep: Class 8 contains 75565 members 
Mstep: Class 9 contains 6594 members 
Mstep: Class 10 contains 108060 members 
Mstep: Class 11 contains 27228 members 
Mstep: Class 12 contains 4245 members 
Mstep: Class 13 contains 195232 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1836 members 
Mstep: Class 19 contains 57352 members 
Mstep: Class 20 contains 205378 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104763816.000000 Penalty: 67761.929688
Iteration 158Q: 21 clusters Score -1.047638e+08 nChanged 630
Entering ConstructFrom: 
Score: -104763816.000000 Penalty: 67761.929688
Entering ConstructFrom: 
Trying to split cluster 1 (21945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21945 members 
Entering Unmasked Estep 
Score: -2638276.000000 Penalty: 2479.081055
	Iteration 0F: 2 clusters Score -2638276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -2622893.250000 Penalty: 4958.162109
	Iteration 0F: 3 clusters Score -2622893 nChanged 9754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -2628274.250000 Penalty: 4958.162109
	Iteration 1F: 3 clusters Score -2628274 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -2628762.750000 Penalty: 4958.162109
	Iteration 2F: 3 clusters Score -2628763 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -2629268.000000 Penalty: 4958.162109
	Iteration 3F: 3 clusters Score -2629268 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -2629810.500000 Penalty: 4958.162109
	Iteration 4F: 3 clusters Score -2629810 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 14302 members 
Entering Unmasked Estep 
Score: -2630494.750000 Penalty: 4958.162109
	Iteration 5F: 3 clusters Score -2630495 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -2631369.250000 Penalty: 4958.162109
	Iteration 6F: 3 clusters Score -2631369 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -2632401.250000 Penalty: 4958.162109
	Iteration 7F: 3 clusters Score -2632401 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -2633327.750000 Penalty: 4958.162109
	Iteration 8F: 3 clusters Score -2633328 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -2634086.250000 Penalty: 4958.162109
	Iteration 9Q: 3 clusters Score -2634086 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -2634681.750000 Penalty: 4958.162109
	Iteration 10Q: 3 clusters Score -2634682 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -2635107.250000 Penalty: 4958.162109
	Iteration 11Q: 3 clusters Score -2635107 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -2635434.250000 Penalty: 4958.162109
	Iteration 12Q: 3 clusters Score -2635434 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -2635653.750000 Penalty: 4958.162109
	Iteration 13Q: 3 clusters Score -2635654 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -2635802.250000 Penalty: 4958.162109
	Iteration 14Q: 3 clusters Score -2635802 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -2635894.000000 Penalty: 4958.162109
	Iteration 15Q: 3 clusters Score -2635894 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -2635936.750000 Penalty: 4958.162109
	Iteration 16Q: 3 clusters Score -2635937 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -2635997.500000 Penalty: 4958.162109
	Iteration 17Q: 3 clusters Score -2635998 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -2636034.000000 Penalty: 4958.162109
	Iteration 18Q: 3 clusters Score -2636034 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -2636052.250000 Penalty: 4958.162109
	Iteration 19Q: 3 clusters Score -2636052 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -2636075.500000 Penalty: 4958.162109
	Iteration 20F: 3 clusters Score -2636076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -2636086.500000 Penalty: 4958.162109
	Iteration 21Q: 3 clusters Score -2636086 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -2636098.750000 Penalty: 4958.162109
	Iteration 22Q: 3 clusters Score -2636099 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -2636105.250000 Penalty: 4958.162109
	Iteration 23Q: 3 clusters Score -2636105 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -2636109.500000 Penalty: 4958.162109
	Iteration 24Q: 3 clusters Score -2636110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -2636120.750000 Penalty: 4958.162109
	Iteration 25Q: 3 clusters Score -2636121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -2636121.250000 Penalty: 4958.162109
	Iteration 26Q: 3 clusters Score -2636121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -2636126.500000 Penalty: 4958.162109
	Iteration 27Q: 3 clusters Score -2636126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -2636127.250000 Penalty: 4958.162109
	Iteration 28Q: 3 clusters Score -2636127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -2636126.500000 Penalty: 4958.162109
	Iteration 29Q: 3 clusters Score -2636126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -2636130.750000 Penalty: 4958.162109
	Iteration 30Q: 3 clusters Score -2636131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -2636133.000000 Penalty: 4958.162109
	Iteration 31Q: 3 clusters Score -2636133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -2636131.250000 Penalty: 4958.162109
	Iteration 32Q: 3 clusters Score -2636131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -2636130.750000 Penalty: 4958.162109
	Iteration 33Q: 3 clusters Score -2636131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -2636134.500000 Penalty: 4958.162109
	Iteration 34Q: 3 clusters Score -2636134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -2636135.250000 Penalty: 4958.162109
	Iteration 35Q: 3 clusters Score -2636135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -2636145.500000 Penalty: 4958.162109
	Iteration 36Q: 3 clusters Score -2636146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -2636148.750000 Penalty: 4958.162109
	Iteration 37Q: 3 clusters Score -2636149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -2636152.750000 Penalty: 4958.162109
	Iteration 38Q: 3 clusters Score -2636153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 21283 members 
Entering Unmasked Estep 
Score: -2636157.500000 Penalty: 4958.162109
	Iteration 39Q: 3 clusters Score -2636158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -2636161.500000 Penalty: 4958.162109
	Iteration 40F: 3 clusters Score -2636162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -2636161.500000 Penalty: 4958.162109
	Iteration 41Q: 3 clusters Score -2636162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -2636162.000000 Penalty: 4958.162109
	Iteration 42Q: 3 clusters Score -2636162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -2636163.000000 Penalty: 4958.162109
	Iteration 43Q: 3 clusters Score -2636163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -2636163.000000 Penalty: 4958.162109
	Iteration 44Q: 3 clusters Score -2636163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -2636165.000000 Penalty: 4958.162109
	Iteration 45Q: 3 clusters Score -2636165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -2636166.750000 Penalty: 4958.162109
	Iteration 46Q: 3 clusters Score -2636167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -2636171.250000 Penalty: 4958.162109
	Iteration 47Q: 3 clusters Score -2636171 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -2636171.250000 Penalty: 4958.162109
	Iteration 48F: 3 clusters Score -2636171 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Entering Unmasked Estep 
Score: -1795444.375000 Penalty: 2374.406494
	Iteration 0F: 2 clusters Score -1795444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1785000.500000 Penalty: 4748.812988
	Iteration 0F: 3 clusters Score -1785000 nChanged 6191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1788353.625000 Penalty: 4748.812988
	Iteration 1F: 3 clusters Score -1788354 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1788753.875000 Penalty: 4748.812988
	Iteration 2F: 3 clusters Score -1788754 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1789136.250000 Penalty: 4748.812988
	Iteration 3F: 3 clusters Score -1789136 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1789515.875000 Penalty: 4748.812988
	Iteration 4F: 3 clusters Score -1789516 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1789872.875000 Penalty: 4748.812988
	Iteration 5Q: 3 clusters Score -1789873 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1790288.750000 Penalty: 4748.812988
	Iteration 6F: 3 clusters Score -1790289 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1790709.250000 Penalty: 4748.812988
	Iteration 7Q: 3 clusters Score -1790709 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1791148.375000 Penalty: 4748.812988
	Iteration 8Q: 3 clusters Score -1791148 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1791551.250000 Penalty: 4748.812988
	Iteration 9Q: 3 clusters Score -1791551 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1791896.000000 Penalty: 4748.812988
	Iteration 10Q: 3 clusters Score -1791896 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1792149.625000 Penalty: 4748.812988
	Iteration 11Q: 3 clusters Score -1792150 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1792347.875000 Penalty: 4748.812988
	Iteration 12Q: 3 clusters Score -1792348 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1792487.375000 Penalty: 4748.812988
	Iteration 13Q: 3 clusters Score -1792487 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1792582.375000 Penalty: 4748.812988
	Iteration 14Q: 3 clusters Score -1792582 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1792645.250000 Penalty: 4748.812988
	Iteration 15Q: 3 clusters Score -1792645 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1792689.500000 Penalty: 4748.812988
	Iteration 16Q: 3 clusters Score -1792690 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10442 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1792725.750000 Penalty: 4748.812988
	Iteration 17Q: 3 clusters Score -1792726 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1792763.875000 Penalty: 4748.812988
	Iteration 18Q: 3 clusters Score -1792764 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1792794.000000 Penalty: 4748.812988
	Iteration 19Q: 3 clusters Score -1792794 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1792817.250000 Penalty: 4748.812988
	Iteration 20F: 3 clusters Score -1792817 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1792830.500000 Penalty: 4748.812988
	Iteration 21Q: 3 clusters Score -1792830 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1792851.750000 Penalty: 4748.812988
	Iteration 22Q: 3 clusters Score -1792852 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1792867.625000 Penalty: 4748.812988
	Iteration 23Q: 3 clusters Score -1792868 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -1792890.875000 Penalty: 4748.812988
	Iteration 24Q: 3 clusters Score -1792891 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -1792906.500000 Penalty: 4748.812988
	Iteration 25Q: 3 clusters Score -1792906 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1792924.500000 Penalty: 4748.812988
	Iteration 26Q: 3 clusters Score -1792924 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -1792937.625000 Penalty: 4748.812988
	Iteration 27Q: 3 clusters Score -1792938 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1792949.875000 Penalty: 4748.812988
	Iteration 28Q: 3 clusters Score -1792950 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1792967.500000 Penalty: 4748.812988
	Iteration 29Q: 3 clusters Score -1792968 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1792977.250000 Penalty: 4748.812988
	Iteration 30Q: 3 clusters Score -1792977 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -1793005.625000 Penalty: 4748.812988
	Iteration 31Q: 3 clusters Score -1793006 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1793027.250000 Penalty: 4748.812988
	Iteration 32Q: 3 clusters Score -1793027 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1793047.500000 Penalty: 4748.812988
	Iteration 33Q: 3 clusters Score -1793048 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1793068.625000 Penalty: 4748.812988
	Iteration 34Q: 3 clusters Score -1793069 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1793086.875000 Penalty: 4748.812988
	Iteration 35Q: 3 clusters Score -1793087 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1793102.625000 Penalty: 4748.812988
	Iteration 36Q: 3 clusters Score -1793103 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1793115.625000 Penalty: 4748.812988
	Iteration 37Q: 3 clusters Score -1793116 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1793131.625000 Penalty: 4748.812988
	Iteration 38Q: 3 clusters Score -1793132 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1793141.875000 Penalty: 4748.812988
	Iteration 39Q: 3 clusters Score -1793142 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1793159.500000 Penalty: 4748.812988
	Iteration 40F: 3 clusters Score -1793160 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1793158.625000 Penalty: 4748.812988
	Iteration 41Q: 3 clusters Score -1793159 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1793169.125000 Penalty: 4748.812988
	Iteration 42Q: 3 clusters Score -1793169 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1793176.500000 Penalty: 4748.812988
	Iteration 43Q: 3 clusters Score -1793176 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1793184.500000 Penalty: 4748.812988
	Iteration 44Q: 3 clusters Score -1793184 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1793197.375000 Penalty: 4748.812988
	Iteration 45Q: 3 clusters Score -1793197 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1793213.625000 Penalty: 4748.812988
	Iteration 46Q: 3 clusters Score -1793214 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1793222.375000 Penalty: 4748.812988
	Iteration 47Q: 3 clusters Score -1793222 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1793231.000000 Penalty: 4748.812988
	Iteration 48Q: 3 clusters Score -1793231 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1793243.250000 Penalty: 4748.812988
	Iteration 49Q: 3 clusters Score -1793243 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1793258.250000 Penalty: 4748.812988
	Iteration 50Q: 3 clusters Score -1793258 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1793268.250000 Penalty: 4748.812988
	Iteration 51Q: 3 clusters Score -1793268 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1793273.500000 Penalty: 4748.812988
	Iteration 52Q: 3 clusters Score -1793274 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1793276.750000 Penalty: 4748.812988
	Iteration 53Q: 3 clusters Score -1793277 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1793287.375000 Penalty: 4748.812988
	Iteration 54Q: 3 clusters Score -1793287 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -1793293.875000 Penalty: 4748.812988
	Iteration 55Q: 3 clusters Score -1793294 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1793293.625000 Penalty: 4748.812988
	Iteration 56Q: 3 clusters Score -1793294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1793298.500000 Penalty: 4748.812988
	Iteration 57Q: 3 clusters Score -1793298 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1793308.375000 Penalty: 4748.812988
	Iteration 58Q: 3 clusters Score -1793308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1793310.625000 Penalty: 4748.812988
	Iteration 59Q: 3 clusters Score -1793311 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1793315.625000 Penalty: 4748.812988
	Iteration 60F: 3 clusters Score -1793316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1793324.000000 Penalty: 4748.812988
	Iteration 61Q: 3 clusters Score -1793324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1793330.375000 Penalty: 4748.812988
	Iteration 62Q: 3 clusters Score -1793330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1793334.875000 Penalty: 4748.812988
	Iteration 63Q: 3 clusters Score -1793335 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1793339.625000 Penalty: 4748.812988
	Iteration 64Q: 3 clusters Score -1793340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1793344.750000 Penalty: 4748.812988
	Iteration 65Q: 3 clusters Score -1793345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1793347.875000 Penalty: 4748.812988
	Iteration 66Q: 3 clusters Score -1793348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1793349.875000 Penalty: 4748.812988
	Iteration 67Q: 3 clusters Score -1793350 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1793359.500000 Penalty: 4748.812988
	Iteration 68Q: 3 clusters Score -1793360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1793357.000000 Penalty: 4748.812988
	Iteration 69Q: 3 clusters Score -1793357 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1793361.500000 Penalty: 4748.812988
	Iteration 70Q: 3 clusters Score -1793362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1793363.750000 Penalty: 4748.812988
	Iteration 71Q: 3 clusters Score -1793364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1793365.875000 Penalty: 4748.812988
	Iteration 72Q: 3 clusters Score -1793366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1793367.875000 Penalty: 4748.812988
	Iteration 73Q: 3 clusters Score -1793368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1793366.375000 Penalty: 4748.812988
	Iteration 74Q: 3 clusters Score -1793366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1793369.875000 Penalty: 4748.812988
	Iteration 75Q: 3 clusters Score -1793370 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1793370.875000 Penalty: 4748.812988
	Iteration 76Q: 3 clusters Score -1793371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1793373.250000 Penalty: 4748.812988
	Iteration 77Q: 3 clusters Score -1793373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1793374.875000 Penalty: 4748.812988
	Iteration 78Q: 3 clusters Score -1793375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1793375.875000 Penalty: 4748.812988
	Iteration 79Q: 3 clusters Score -1793376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1793377.375000 Penalty: 4748.812988
	Iteration 80F: 3 clusters Score -1793377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -1793380.125000 Penalty: 4748.812988
	Iteration 81Q: 3 clusters Score -1793380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1793380.750000 Penalty: 4748.812988
	Iteration 82Q: 3 clusters Score -1793381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1793382.125000 Penalty: 4748.812988
	Iteration 83Q: 3 clusters Score -1793382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1793382.625000 Penalty: 4748.812988
	Iteration 84Q: 3 clusters Score -1793383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1793384.125000 Penalty: 4748.812988
	Iteration 85Q: 3 clusters Score -1793384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1793383.375000 Penalty: 4748.812988
	Iteration 86Q: 3 clusters Score -1793383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1793382.375000 Penalty: 4748.812988
	Iteration 87Q: 3 clusters Score -1793382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1793382.375000 Penalty: 4748.812988
	Iteration 88F: 3 clusters Score -1793382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (54667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54667 members 
Entering Unmasked Estep 
Score: -6864586.500000 Penalty: 2705.435791
	Iteration 0F: 2 clusters Score -6864586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -6827837.000000 Penalty: 5410.871582
	Iteration 0F: 3 clusters Score -6827837 nChanged 25371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27749 members 
Mstep: Class 2 contains 26918 members 
Entering Unmasked Estep 
Score: -6842009.500000 Penalty: 5410.871582
	Iteration 1F: 3 clusters Score -6842010 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27705 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -6842569.500000 Penalty: 5410.871582
	Iteration 2Q: 3 clusters Score -6842570 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 27059 members 
Entering Unmasked Estep 
Score: -6843038.500000 Penalty: 5410.871582
	Iteration 3Q: 3 clusters Score -6843038 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -6843430.000000 Penalty: 5410.871582
	Iteration 4Q: 3 clusters Score -6843430 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 27197 members 
Entering Unmasked Estep 
Score: -6843845.500000 Penalty: 5410.871582
	Iteration 5Q: 3 clusters Score -6843846 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -6844271.500000 Penalty: 5410.871582
	Iteration 6Q: 3 clusters Score -6844272 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -6844697.000000 Penalty: 5410.871582
	Iteration 7Q: 3 clusters Score -6844697 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27373 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -6845210.000000 Penalty: 5410.871582
	Iteration 8Q: 3 clusters Score -6845210 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -6845853.000000 Penalty: 5410.871582
	Iteration 9Q: 3 clusters Score -6845853 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -6846664.000000 Penalty: 5410.871582
	Iteration 10Q: 3 clusters Score -6846664 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 27197 members 
Entering Unmasked Estep 
Score: -6847720.000000 Penalty: 5410.871582
	Iteration 11Q: 3 clusters Score -6847720 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27607 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
Score: -6849112.000000 Penalty: 5410.871582
	Iteration 12Q: 3 clusters Score -6849112 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 27057 members 
Entering Unmasked Estep 
Score: -6850962.500000 Penalty: 5410.871582
	Iteration 13F: 3 clusters Score -6850962 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27428 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -6853031.500000 Penalty: 5410.871582
	Iteration 14F: 3 clusters Score -6853032 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -6854885.500000 Penalty: 5410.871582
	Iteration 15Q: 3 clusters Score -6854886 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -6856137.000000 Penalty: 5410.871582
	Iteration 16Q: 3 clusters Score -6856137 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -6856917.500000 Penalty: 5410.871582
	Iteration 17Q: 3 clusters Score -6856918 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 28107 members 
Entering Unmasked Estep 
Score: -6857553.000000 Penalty: 5410.871582
	Iteration 18Q: 3 clusters Score -6857553 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -6858149.500000 Penalty: 5410.871582
	Iteration 19Q: 3 clusters Score -6858150 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26584 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -6858637.500000 Penalty: 5410.871582
	Iteration 20F: 3 clusters Score -6858638 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 27925 members 
Entering Unmasked Estep 
Score: -6859036.500000 Penalty: 5410.871582
	Iteration 21Q: 3 clusters Score -6859036 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 27671 members 
Entering Unmasked Estep 
Score: -6859431.000000 Penalty: 5410.871582
	Iteration 22Q: 3 clusters Score -6859431 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27383 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
Score: -6859877.500000 Penalty: 5410.871582
	Iteration 23Q: 3 clusters Score -6859878 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27841 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -6860250.000000 Penalty: 5410.871582
	Iteration 24Q: 3 clusters Score -6860250 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -6860586.500000 Penalty: 5410.871582
	Iteration 25Q: 3 clusters Score -6860586 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28752 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -6860821.500000 Penalty: 5410.871582
	Iteration 26Q: 3 clusters Score -6860822 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29150 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -6860985.000000 Penalty: 5410.871582
	Iteration 27Q: 3 clusters Score -6860985 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29525 members 
Mstep: Class 2 contains 25142 members 
Entering Unmasked Estep 
Score: -6861038.000000 Penalty: 5410.871582
	Iteration 28Q: 3 clusters Score -6861038 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29865 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -6861112.500000 Penalty: 5410.871582
	Iteration 29Q: 3 clusters Score -6861112 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -6861164.500000 Penalty: 5410.871582
	Iteration 30Q: 3 clusters Score -6861164 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -6861230.000000 Penalty: 5410.871582
	Iteration 31Q: 3 clusters Score -6861230 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -6861241.000000 Penalty: 5410.871582
	Iteration 32Q: 3 clusters Score -6861241 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30800 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -6861265.000000 Penalty: 5410.871582
	Iteration 33Q: 3 clusters Score -6861265 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -6861285.500000 Penalty: 5410.871582
	Iteration 34Q: 3 clusters Score -6861286 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -6861306.500000 Penalty: 5410.871582
	Iteration 35Q: 3 clusters Score -6861306 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31233 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -6861310.500000 Penalty: 5410.871582
	Iteration 36Q: 3 clusters Score -6861310 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -6861318.500000 Penalty: 5410.871582
	Iteration 37Q: 3 clusters Score -6861318 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -6861318.500000 Penalty: 5410.871582
	Iteration 38Q: 3 clusters Score -6861318 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -6861318.500000 Penalty: 5410.871582
	Iteration 39Q: 3 clusters Score -6861318 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31537 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -6861324.000000 Penalty: 5410.871582
	Iteration 40F: 3 clusters Score -6861324 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -6861347.500000 Penalty: 5410.871582
	Iteration 41Q: 3 clusters Score -6861348 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -6861330.000000 Penalty: 5410.871582
	Iteration 42Q: 3 clusters Score -6861330 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 22990 members 
Entering Unmasked Estep 
Score: -6861330.500000 Penalty: 5410.871582
	Iteration 43Q: 3 clusters Score -6861330 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31707 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -6861334.000000 Penalty: 5410.871582
	Iteration 44Q: 3 clusters Score -6861334 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -6861335.000000 Penalty: 5410.871582
	Iteration 45Q: 3 clusters Score -6861335 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31758 members 
Mstep: Class 2 contains 22909 members 
Entering Unmasked Estep 
Score: -6861331.000000 Penalty: 5410.871582
	Iteration 46Q: 3 clusters Score -6861331 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -6861335.500000 Penalty: 5410.871582
	Iteration 47Q: 3 clusters Score -6861336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -6861340.000000 Penalty: 5410.871582
	Iteration 48Q: 3 clusters Score -6861340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31808 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -6861335.000000 Penalty: 5410.871582
	Iteration 49Q: 3 clusters Score -6861335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 22846 members 
Entering Unmasked Estep 
Score: -6861330.500000 Penalty: 5410.871582
	Iteration 50Q: 3 clusters Score -6861330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31832 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -6861339.500000 Penalty: 5410.871582
	Iteration 51Q: 3 clusters Score -6861340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -6861348.500000 Penalty: 5410.871582
	Iteration 52Q: 3 clusters Score -6861348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31850 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -6861345.000000 Penalty: 5410.871582
	Iteration 53Q: 3 clusters Score -6861345 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31860 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -6861334.000000 Penalty: 5410.871582
	Iteration 54Q: 3 clusters Score -6861334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -6861338.500000 Penalty: 5410.871582
	Iteration 55Q: 3 clusters Score -6861338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31879 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -6861344.500000 Penalty: 5410.871582
	Iteration 56Q: 3 clusters Score -6861344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -6861348.500000 Penalty: 5410.871582
	Iteration 57Q: 3 clusters Score -6861348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31895 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -6861339.500000 Penalty: 5410.871582
	Iteration 58Q: 3 clusters Score -6861340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -6861338.500000 Penalty: 5410.871582
	Iteration 59Q: 3 clusters Score -6861338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -6861345.000000 Penalty: 5410.871582
	Iteration 60F: 3 clusters Score -6861345 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -6861342.500000 Penalty: 5410.871582
	Iteration 61Q: 3 clusters Score -6861342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31934 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -6861350.000000 Penalty: 5410.871582
	Iteration 62Q: 3 clusters Score -6861350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31947 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -6861342.000000 Penalty: 5410.871582
	Iteration 63Q: 3 clusters Score -6861342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -6861341.000000 Penalty: 5410.871582
	Iteration 64Q: 3 clusters Score -6861341 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31963 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -6861340.000000 Penalty: 5410.871582
	Iteration 65Q: 3 clusters Score -6861340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -6861335.500000 Penalty: 5410.871582
	Iteration 66Q: 3 clusters Score -6861336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31984 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -6861328.500000 Penalty: 5410.871582
	Iteration 67Q: 3 clusters Score -6861328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -6861327.000000 Penalty: 5410.871582
	Iteration 68Q: 3 clusters Score -6861327 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32009 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -6861325.000000 Penalty: 5410.871582
	Iteration 69Q: 3 clusters Score -6861325 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -6861322.000000 Penalty: 5410.871582
	Iteration 70Q: 3 clusters Score -6861322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -6861338.500000 Penalty: 5410.871582
	Iteration 71Q: 3 clusters Score -6861338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32059 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -6861340.500000 Penalty: 5410.871582
	Iteration 72Q: 3 clusters Score -6861340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -6861328.500000 Penalty: 5410.871582
	Iteration 73Q: 3 clusters Score -6861328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32076 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -6861335.000000 Penalty: 5410.871582
	Iteration 74Q: 3 clusters Score -6861335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -6861329.000000 Penalty: 5410.871582
	Iteration 75Q: 3 clusters Score -6861329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -6861340.000000 Penalty: 5410.871582
	Iteration 76Q: 3 clusters Score -6861340 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -6861331.500000 Penalty: 5410.871582
	Iteration 77Q: 3 clusters Score -6861332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32129 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -6861330.000000 Penalty: 5410.871582
	Iteration 78Q: 3 clusters Score -6861330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -6861334.000000 Penalty: 5410.871582
	Iteration 79Q: 3 clusters Score -6861334 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32163 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -6861338.500000 Penalty: 5410.871582
	Iteration 80F: 3 clusters Score -6861338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -6861334.500000 Penalty: 5410.871582
	Iteration 81Q: 3 clusters Score -6861334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32189 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -6861337.000000 Penalty: 5410.871582
	Iteration 82Q: 3 clusters Score -6861337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32202 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -6861345.000000 Penalty: 5410.871582
	Iteration 83Q: 3 clusters Score -6861345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -6861358.000000 Penalty: 5410.871582
	Iteration 84Q: 3 clusters Score -6861358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32222 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -6861363.500000 Penalty: 5410.871582
	Iteration 85Q: 3 clusters Score -6861364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32231 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -6861358.000000 Penalty: 5410.871582
	Iteration 86Q: 3 clusters Score -6861358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32237 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -6861363.000000 Penalty: 5410.871582
	Iteration 87Q: 3 clusters Score -6861363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32240 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -6861358.500000 Penalty: 5410.871582
	Iteration 88Q: 3 clusters Score -6861358 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
Score: -6861354.000000 Penalty: 5410.871582
	Iteration 89Q: 3 clusters Score -6861354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -6861352.000000 Penalty: 5410.871582
	Iteration 90Q: 3 clusters Score -6861352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32258 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -6861342.500000 Penalty: 5410.871582
	Iteration 91Q: 3 clusters Score -6861342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32261 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -6861347.500000 Penalty: 5410.871582
	Iteration 92Q: 3 clusters Score -6861348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32263 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -6861344.500000 Penalty: 5410.871582
	Iteration 93Q: 3 clusters Score -6861344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -6861346.000000 Penalty: 5410.871582
	Iteration 94Q: 3 clusters Score -6861346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -6861345.000000 Penalty: 5410.871582
	Iteration 95Q: 3 clusters Score -6861345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -6861345.000000 Penalty: 5410.871582
	Iteration 96F: 3 clusters Score -6861345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (36650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36650 members 
Entering Unmasked Estep 
Score: -4626983.500000 Penalty: 2606.273926
	Iteration 0F: 2 clusters Score -4626984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -4602070.500000 Penalty: 5212.547852
	Iteration 0F: 3 clusters Score -4602070 nChanged 16659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -4611338.000000 Penalty: 5212.547852
	Iteration 1F: 3 clusters Score -4611338 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18346 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -4611769.000000 Penalty: 5212.547852
	Iteration 2Q: 3 clusters Score -4611769 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -4612164.000000 Penalty: 5212.547852
	Iteration 3Q: 3 clusters Score -4612164 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -4612531.000000 Penalty: 5212.547852
	Iteration 4Q: 3 clusters Score -4612531 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -4612922.000000 Penalty: 5212.547852
	Iteration 5Q: 3 clusters Score -4612922 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -4613319.000000 Penalty: 5212.547852
	Iteration 6Q: 3 clusters Score -4613319 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -4613833.500000 Penalty: 5212.547852
	Iteration 7Q: 3 clusters Score -4613834 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -4614360.500000 Penalty: 5212.547852
	Iteration 8Q: 3 clusters Score -4614360 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -4614890.000000 Penalty: 5212.547852
	Iteration 9Q: 3 clusters Score -4614890 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -4615504.000000 Penalty: 5212.547852
	Iteration 10Q: 3 clusters Score -4615504 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -4616132.000000 Penalty: 5212.547852
	Iteration 11Q: 3 clusters Score -4616132 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -4616879.000000 Penalty: 5212.547852
	Iteration 12Q: 3 clusters Score -4616879 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22216 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -4617693.000000 Penalty: 5212.547852
	Iteration 13Q: 3 clusters Score -4617693 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -4618582.500000 Penalty: 5212.547852
	Iteration 14Q: 3 clusters Score -4618582 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -4619486.500000 Penalty: 5212.547852
	Iteration 15Q: 3 clusters Score -4619486 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -4620356.500000 Penalty: 5212.547852
	Iteration 16Q: 3 clusters Score -4620356 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -4621167.000000 Penalty: 5212.547852
	Iteration 17Q: 3 clusters Score -4621167 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -4621759.000000 Penalty: 5212.547852
	Iteration 18Q: 3 clusters Score -4621759 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -4622233.500000 Penalty: 5212.547852
	Iteration 19Q: 3 clusters Score -4622234 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -4622525.000000 Penalty: 5212.547852
	Iteration 20F: 3 clusters Score -4622525 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -4622775.500000 Penalty: 5212.547852
	Iteration 21Q: 3 clusters Score -4622776 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -4623007.000000 Penalty: 5212.547852
	Iteration 22Q: 3 clusters Score -4623007 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -4623178.500000 Penalty: 5212.547852
	Iteration 23Q: 3 clusters Score -4623178 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -4623331.500000 Penalty: 5212.547852
	Iteration 24Q: 3 clusters Score -4623332 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27790 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -4623412.000000 Penalty: 5212.547852
	Iteration 25Q: 3 clusters Score -4623412 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -4623476.000000 Penalty: 5212.547852
	Iteration 26Q: 3 clusters Score -4623476 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -4623524.500000 Penalty: 5212.547852
	Iteration 27Q: 3 clusters Score -4623524 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4623672 nChanged 177
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4623788 nChanged 140
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Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4623814 nChanged 140
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Entering Unmasked Estep 
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Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4623874 nChanged 135
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4623915 nChanged 111
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4623941 nChanged 97
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4623954 nChanged 91
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Mstep: Class 1 contains 30033 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4623976 nChanged 91
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Mstep: Class 1 contains 30122 members 
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Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4623977 nChanged 92
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Mstep: Class 1 contains 30214 members 
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	Iteration 42Q: 3 clusters Score -4624010 nChanged 96
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4624014 nChanged 85
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Entering Unmasked Estep 
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Mstep: Class 1 contains 30467 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4624040 nChanged 72
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Mstep: Class 1 contains 30539 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4624046 nChanged 77
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Mstep: Class 1 contains 30616 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4624052 nChanged 64
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Mstep: Class 1 contains 30680 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4624066 nChanged 72
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4624075 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30814 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4624077 nChanged 61
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Mstep: Class 1 contains 30875 members 
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	Iteration 51Q: 3 clusters Score -4624080 nChanged 73
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Mstep: Class 1 contains 30948 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4624093 nChanged 69
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	Iteration 53Q: 3 clusters Score -4624102 nChanged 61
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Mstep: Class 1 contains 31076 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4624110 nChanged 58
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Mstep: Class 1 contains 31134 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4624109 nChanged 48
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Mstep: Class 1 contains 31182 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4624119 nChanged 55
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	Iteration 57Q: 3 clusters Score -4624130 nChanged 40
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4624130 nChanged 46
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Mstep: Class 1 contains 31323 members 
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	Iteration 59Q: 3 clusters Score -4624130 nChanged 38
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Mstep: Class 1 contains 31361 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4624136 nChanged 41
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Entering Unmasked Estep 
Score: -4624159.000000 Penalty: 5212.547852
	Iteration 61Q: 3 clusters Score -4624159 nChanged 48
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	Iteration 62Q: 3 clusters Score -4624160 nChanged 47
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	Iteration 63Q: 3 clusters Score -4624160 nChanged 56
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4624175 nChanged 50
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	Iteration 65Q: 3 clusters Score -4624174 nChanged 57
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	Iteration 66Q: 3 clusters Score -4624187 nChanged 53
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	Iteration 67Q: 3 clusters Score -4624182 nChanged 40
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	Iteration 68Q: 3 clusters Score -4624204 nChanged 35
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	Iteration 69Q: 3 clusters Score -4624216 nChanged 31
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31819 members 
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Score: -4624224.000000 Penalty: 5212.547852
	Iteration 70Q: 3 clusters Score -4624224 nChanged 35
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Mstep: Class 1 contains 31854 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4624224 nChanged 40
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31894 members 
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Entering Unmasked Estep 
Score: -4624220.000000 Penalty: 5212.547852
	Iteration 72Q: 3 clusters Score -4624220 nChanged 28
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Mstep: Class 1 contains 31922 members 
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	Iteration 73Q: 3 clusters Score -4624228 nChanged 21
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Score: -4624239.000000 Penalty: 5212.547852
	Iteration 74Q: 3 clusters Score -4624239 nChanged 22
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	Iteration 75Q: 3 clusters Score -4624243 nChanged 28
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	Iteration 76Q: 3 clusters Score -4624233 nChanged 25
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	Iteration 77Q: 3 clusters Score -4624234 nChanged 20
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	Iteration 78Q: 3 clusters Score -4624240 nChanged 27
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	Iteration 79Q: 3 clusters Score -4624232 nChanged 22
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	Iteration 80F: 3 clusters Score -4624232 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32109 members 
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	Iteration 81Q: 3 clusters Score -4624238 nChanged 25
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	Iteration 82Q: 3 clusters Score -4624238 nChanged 23
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Mstep: Class 1 contains 32157 members 
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	Iteration 83Q: 3 clusters Score -4624256 nChanged 22
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Mstep: Class 1 contains 32179 members 
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	Iteration 84Q: 3 clusters Score -4624254 nChanged 14
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Mstep: Class 1 contains 32193 members 
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	Iteration 85Q: 3 clusters Score -4624264 nChanged 22
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	Iteration 86Q: 3 clusters Score -4624257 nChanged 25
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	Iteration 87Q: 3 clusters Score -4624266 nChanged 18
Entering Unmasked Mstep 
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	Iteration 88Q: 3 clusters Score -4624259 nChanged 26
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	Iteration 89Q: 3 clusters Score -4624264 nChanged 26
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	Iteration 90Q: 3 clusters Score -4624263 nChanged 24
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Mstep: Class 1 contains 32324 members 
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	Iteration 91Q: 3 clusters Score -4624262 nChanged 24
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -4624283.500000 Penalty: 5212.547852
	Iteration 92Q: 3 clusters Score -4624284 nChanged 22
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	Iteration 93Q: 3 clusters Score -4624278 nChanged 16
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	Iteration 94Q: 3 clusters Score -4624268 nChanged 13
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Entering Unmasked Estep 
Score: -4624271.000000 Penalty: 5212.547852
	Iteration 95Q: 3 clusters Score -4624271 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32409 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4624272 nChanged 23
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4624282 nChanged 25
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Entering Unmasked Estep 
Score: -4624293.500000 Penalty: 5212.547852
	Iteration 98Q: 3 clusters Score -4624294 nChanged 23
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Mstep: Class 1 contains 32480 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4624300 nChanged 35
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Mstep: Class 1 contains 32511 members 
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Entering Unmasked Estep 
Score: -4624303.000000 Penalty: 5212.547852
	Iteration 100F: 3 clusters Score -4624303 nChanged 28
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Mstep: Class 1 contains 32539 members 
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	Iteration 101Q: 3 clusters Score -4624306 nChanged 19
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Mstep: Class 1 contains 32556 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4624296 nChanged 19
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4624300 nChanged 14
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Mstep: Class 1 contains 32589 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4624298 nChanged 14
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	Iteration 105Q: 3 clusters Score -4624295 nChanged 19
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	Iteration 106Q: 3 clusters Score -4624306 nChanged 23
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4624310 nChanged 31
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	Iteration 108Q: 3 clusters Score -4624304 nChanged 26
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	Iteration 109Q: 3 clusters Score -4624310 nChanged 15
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4624317 nChanged 9
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Mstep: Class 1 contains 32726 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4624318 nChanged 9
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Mstep: Class 1 contains 32735 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4624326 nChanged 8
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Entering Unmasked Estep 
Score: -4624322.000000 Penalty: 5212.547852
	Iteration 113Q: 3 clusters Score -4624322 nChanged 4
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4624330 nChanged 3
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	Iteration 115Q: 3 clusters Score -4624326 nChanged 5
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Entering Unmasked Estep 
Score: -4624331.000000 Penalty: 5212.547852
	Iteration 116Q: 3 clusters Score -4624331 nChanged 5
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4624334 nChanged 6
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4624337 nChanged 19
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4624345 nChanged 10
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4624348 nChanged 3
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	Iteration 121Q: 3 clusters Score -4624345 nChanged 4
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Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -4624342.000000 Penalty: 5212.547852
	Iteration 122Q: 3 clusters Score -4624342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -4624331.500000 Penalty: 5212.547852
	Iteration 123Q: 3 clusters Score -4624332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -4624333.000000 Penalty: 5212.547852
	Iteration 124Q: 3 clusters Score -4624333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -4624334.000000 Penalty: 5212.547852
	Iteration 125Q: 3 clusters Score -4624334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -4624332.500000 Penalty: 5212.547852
	Iteration 126Q: 3 clusters Score -4624332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32826 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -4624332.500000 Penalty: 5212.547852
	Iteration 127F: 3 clusters Score -4624332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Entering Unmasked Estep 
Score: -840834.187500 Penalty: 2182.839111
	Iteration 0F: 2 clusters Score -840834.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -835274.812500 Penalty: 4365.678223
	Iteration 0F: 3 clusters Score -835274.8 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -836703.500000 Penalty: 4365.678223
	Iteration 1F: 3 clusters Score -836703.5 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -836908.625000 Penalty: 4365.678223
	Iteration 2F: 3 clusters Score -836908.6 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -837049.687500 Penalty: 4365.678223
	Iteration 3Q: 3 clusters Score -837049.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -837152.937500 Penalty: 4365.678223
	Iteration 4Q: 3 clusters Score -837152.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -837220.625000 Penalty: 4365.678223
	Iteration 5Q: 3 clusters Score -837220.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -837266.437500 Penalty: 4365.678223
	Iteration 6Q: 3 clusters Score -837266.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -837311.625000 Penalty: 4365.678223
	Iteration 7Q: 3 clusters Score -837311.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -837344.500000 Penalty: 4365.678223
	Iteration 8Q: 3 clusters Score -837344.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -837373.812500 Penalty: 4365.678223
	Iteration 9Q: 3 clusters Score -837373.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -837401.562500 Penalty: 4365.678223
	Iteration 10Q: 3 clusters Score -837401.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -837425.750000 Penalty: 4365.678223
	Iteration 11Q: 3 clusters Score -837425.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -837447.312500 Penalty: 4365.678223
	Iteration 12Q: 3 clusters Score -837447.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -837461.750000 Penalty: 4365.678223
	Iteration 13Q: 3 clusters Score -837461.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -837471.687500 Penalty: 4365.678223
	Iteration 14Q: 3 clusters Score -837471.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -837483.062500 Penalty: 4365.678223
	Iteration 15Q: 3 clusters Score -837483.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -837492.187500 Penalty: 4365.678223
	Iteration 16Q: 3 clusters Score -837492.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -837496.625000 Penalty: 4365.678223
	Iteration 17Q: 3 clusters Score -837496.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -837505.375000 Penalty: 4365.678223
	Iteration 18Q: 3 clusters Score -837505.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -837510.187500 Penalty: 4365.678223
	Iteration 19Q: 3 clusters Score -837510.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -837516.062500 Penalty: 4365.678223
	Iteration 20F: 3 clusters Score -837516.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -837520.437500 Penalty: 4365.678223
	Iteration 21Q: 3 clusters Score -837520.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -837525.437500 Penalty: 4365.678223
	Iteration 22Q: 3 clusters Score -837525.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -837526.750000 Penalty: 4365.678223
	Iteration 23Q: 3 clusters Score -837526.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -837531.187500 Penalty: 4365.678223
	Iteration 24Q: 3 clusters Score -837531.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -837534.062500 Penalty: 4365.678223
	Iteration 25Q: 3 clusters Score -837534.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -837539.187500 Penalty: 4365.678223
	Iteration 26Q: 3 clusters Score -837539.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -837542.062500 Penalty: 4365.678223
	Iteration 27Q: 3 clusters Score -837542.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -837546.062500 Penalty: 4365.678223
	Iteration 28Q: 3 clusters Score -837546.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -837549.750000 Penalty: 4365.678223
	Iteration 29Q: 3 clusters Score -837549.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -837550.062500 Penalty: 4365.678223
	Iteration 30Q: 3 clusters Score -837550.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -837550.562500 Penalty: 4365.678223
	Iteration 31Q: 3 clusters Score -837550.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -837553.312500 Penalty: 4365.678223
	Iteration 32Q: 3 clusters Score -837553.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -837555.062500 Penalty: 4365.678223
	Iteration 33Q: 3 clusters Score -837555.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -837557.312500 Penalty: 4365.678223
	Iteration 34Q: 3 clusters Score -837557.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -837560.875000 Penalty: 4365.678223
	Iteration 35Q: 3 clusters Score -837560.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -837560.250000 Penalty: 4365.678223
	Iteration 36Q: 3 clusters Score -837560.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -837563.812500 Penalty: 4365.678223
	Iteration 37Q: 3 clusters Score -837563.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -837565.937500 Penalty: 4365.678223
	Iteration 38Q: 3 clusters Score -837565.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -837567.437500 Penalty: 4365.678223
	Iteration 39Q: 3 clusters Score -837567.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -837568.812500 Penalty: 4365.678223
	Iteration 40F: 3 clusters Score -837568.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -837569.687500 Penalty: 4365.678223
	Iteration 41Q: 3 clusters Score -837569.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -837570.125000 Penalty: 4365.678223
	Iteration 42Q: 3 clusters Score -837570.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -837571.937500 Penalty: 4365.678223
	Iteration 43Q: 3 clusters Score -837571.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -837573.312500 Penalty: 4365.678223
	Iteration 44Q: 3 clusters Score -837573.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -837573.187500 Penalty: 4365.678223
	Iteration 45Q: 3 clusters Score -837573.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -837577.437500 Penalty: 4365.678223
	Iteration 46Q: 3 clusters Score -837577.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -837580.625000 Penalty: 4365.678223
	Iteration 47Q: 3 clusters Score -837580.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -837579.687500 Penalty: 4365.678223
	Iteration 48Q: 3 clusters Score -837579.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -837582.187500 Penalty: 4365.678223
	Iteration 49Q: 3 clusters Score -837582.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -837582.250000 Penalty: 4365.678223
	Iteration 50Q: 3 clusters Score -837582.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -837585.062500 Penalty: 4365.678223
	Iteration 51Q: 3 clusters Score -837585.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -837583.875000 Penalty: 4365.678223
	Iteration 52Q: 3 clusters Score -837583.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -837583.875000 Penalty: 4365.678223
	Iteration 53Q: 3 clusters Score -837583.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -837584.250000 Penalty: 4365.678223
	Iteration 54Q: 3 clusters Score -837584.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -837584.250000 Penalty: 4365.678223
	Iteration 55F: 3 clusters Score -837584.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Entering Unmasked Estep 
Score: -381457.125000 Penalty: 1992.266724
	Iteration 0F: 2 clusters Score -381457.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -378148.781250 Penalty: 3984.533447
	Iteration 0F: 3 clusters Score -378148.8 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -378798.187500 Penalty: 3984.533447
	Iteration 1F: 3 clusters Score -378798.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -378955.031250 Penalty: 3984.533447
	Iteration 2F: 3 clusters Score -378955 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -379057.812500 Penalty: 3984.533447
	Iteration 3Q: 3 clusters Score -379057.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -379130.437500 Penalty: 3984.533447
	Iteration 4Q: 3 clusters Score -379130.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -379177.500000 Penalty: 3984.533447
	Iteration 5Q: 3 clusters Score -379177.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -379210.125000 Penalty: 3984.533447
	Iteration 6Q: 3 clusters Score -379210.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -379233.312500 Penalty: 3984.533447
	Iteration 7Q: 3 clusters Score -379233.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -379259.343750 Penalty: 3984.533447
	Iteration 8Q: 3 clusters Score -379259.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -379276.531250 Penalty: 3984.533447
	Iteration 9Q: 3 clusters Score -379276.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -379290.562500 Penalty: 3984.533447
	Iteration 10Q: 3 clusters Score -379290.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -379300.250000 Penalty: 3984.533447
	Iteration 11Q: 3 clusters Score -379300.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -379307.125000 Penalty: 3984.533447
	Iteration 12Q: 3 clusters Score -379307.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -379312.500000 Penalty: 3984.533447
	Iteration 13Q: 3 clusters Score -379312.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -379316.468750 Penalty: 3984.533447
	Iteration 14Q: 3 clusters Score -379316.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -379320.781250 Penalty: 3984.533447
	Iteration 15Q: 3 clusters Score -379320.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -379325.062500 Penalty: 3984.533447
	Iteration 16Q: 3 clusters Score -379325.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -379330.250000 Penalty: 3984.533447
	Iteration 17Q: 3 clusters Score -379330.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -379333.687500 Penalty: 3984.533447
	Iteration 18Q: 3 clusters Score -379333.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -379338.000000 Penalty: 3984.533447
	Iteration 19Q: 3 clusters Score -379338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -379341.625000 Penalty: 3984.533447
	Iteration 20F: 3 clusters Score -379341.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -379345.312500 Penalty: 3984.533447
	Iteration 21Q: 3 clusters Score -379345.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -379348.343750 Penalty: 3984.533447
	Iteration 22Q: 3 clusters Score -379348.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -379350.687500 Penalty: 3984.533447
	Iteration 23Q: 3 clusters Score -379350.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -379352.906250 Penalty: 3984.533447
	Iteration 24Q: 3 clusters Score -379352.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -379356.406250 Penalty: 3984.533447
	Iteration 25Q: 3 clusters Score -379356.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -379357.093750 Penalty: 3984.533447
	Iteration 26Q: 3 clusters Score -379357.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -379358.843750 Penalty: 3984.533447
	Iteration 27Q: 3 clusters Score -379358.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -379360.593750 Penalty: 3984.533447
	Iteration 28Q: 3 clusters Score -379360.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -379362.750000 Penalty: 3984.533447
	Iteration 29Q: 3 clusters Score -379362.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -379363.562500 Penalty: 3984.533447
	Iteration 30Q: 3 clusters Score -379363.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -379365.468750 Penalty: 3984.533447
	Iteration 31Q: 3 clusters Score -379365.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -379366.937500 Penalty: 3984.533447
	Iteration 32Q: 3 clusters Score -379366.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -379368.125000 Penalty: 3984.533447
	Iteration 33Q: 3 clusters Score -379368.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -379371.906250 Penalty: 3984.533447
	Iteration 34Q: 3 clusters Score -379371.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -379373.750000 Penalty: 3984.533447
	Iteration 35Q: 3 clusters Score -379373.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -379374.812500 Penalty: 3984.533447
	Iteration 36Q: 3 clusters Score -379374.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -379377.156250 Penalty: 3984.533447
	Iteration 37Q: 3 clusters Score -379377.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -379380.375000 Penalty: 3984.533447
	Iteration 38Q: 3 clusters Score -379380.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -379382.687500 Penalty: 3984.533447
	Iteration 39Q: 3 clusters Score -379382.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -379384.062500 Penalty: 3984.533447
	Iteration 40F: 3 clusters Score -379384.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -379387.250000 Penalty: 3984.533447
	Iteration 41Q: 3 clusters Score -379387.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -379390.156250 Penalty: 3984.533447
	Iteration 42Q: 3 clusters Score -379390.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -379391.062500 Penalty: 3984.533447
	Iteration 43Q: 3 clusters Score -379391.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -379394.406250 Penalty: 3984.533447
	Iteration 44Q: 3 clusters Score -379394.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -379396.968750 Penalty: 3984.533447
	Iteration 45Q: 3 clusters Score -379397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -379396.968750 Penalty: 3984.533447
	Iteration 46Q: 3 clusters Score -379397 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -379396.968750 Penalty: 3984.533447
	Iteration 47F: 3 clusters Score -379397 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (27714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Entering Unmasked Estep 
Score: -3521824.750000 Penalty: 2536.963867
	Iteration 0F: 2 clusters Score -3521825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -3502711.000000 Penalty: 5073.927734
	Iteration 0F: 3 clusters Score -3502711 nChanged 12504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -3509376.250000 Penalty: 5073.927734
	Iteration 1F: 3 clusters Score -3509376 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -3509867.250000 Penalty: 5073.927734
	Iteration 2Q: 3 clusters Score -3509867 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -3510382.500000 Penalty: 5073.927734
	Iteration 3Q: 3 clusters Score -3510382 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -3510944.750000 Penalty: 5073.927734
	Iteration 4Q: 3 clusters Score -3510945 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -3511559.000000 Penalty: 5073.927734
	Iteration 5Q: 3 clusters Score -3511559 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -3512232.000000 Penalty: 5073.927734
	Iteration 6Q: 3 clusters Score -3512232 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -3513066.250000 Penalty: 5073.927734
	Iteration 7F: 3 clusters Score -3513066 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -3514140.750000 Penalty: 5073.927734
	Iteration 8F: 3 clusters Score -3514141 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -3515437.000000 Penalty: 5073.927734
	Iteration 9F: 3 clusters Score -3515437 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -3516796.000000 Penalty: 5073.927734
	Iteration 10F: 3 clusters Score -3516796 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -3517907.750000 Penalty: 5073.927734
	Iteration 11Q: 3 clusters Score -3517908 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -3518658.250000 Penalty: 5073.927734
	Iteration 12Q: 3 clusters Score -3518658 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 26919 members 
Entering Unmasked Estep 
Score: -3519116.250000 Penalty: 5073.927734
	Iteration 13Q: 3 clusters Score -3519116 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 27139 members 
Entering Unmasked Estep 
Score: -3519321.750000 Penalty: 5073.927734
	Iteration 14Q: 3 clusters Score -3519322 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -3519439.000000 Penalty: 5073.927734
	Iteration 15Q: 3 clusters Score -3519439 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -3519497.750000 Penalty: 5073.927734
	Iteration 16Q: 3 clusters Score -3519498 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -3519523.250000 Penalty: 5073.927734
	Iteration 17Q: 3 clusters Score -3519523 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 27330 members 
Entering Unmasked Estep 
Score: -3519550.250000 Penalty: 5073.927734
	Iteration 18Q: 3 clusters Score -3519550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -3519562.000000 Penalty: 5073.927734
	Iteration 19Q: 3 clusters Score -3519562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 27347 members 
Entering Unmasked Estep 
Score: -3519567.500000 Penalty: 5073.927734
	Iteration 20F: 3 clusters Score -3519568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 27351 members 
Entering Unmasked Estep 
Score: -3519570.750000 Penalty: 5073.927734
	Iteration 21Q: 3 clusters Score -3519571 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -3519574.500000 Penalty: 5073.927734
	Iteration 22Q: 3 clusters Score -3519574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -3519576.000000 Penalty: 5073.927734
	Iteration 23Q: 3 clusters Score -3519576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -3519576.000000 Penalty: 5073.927734
	Iteration 24F: 3 clusters Score -3519576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (75563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75563 members 
Entering Unmasked Estep 
Score: -9455900.000000 Penalty: 2785.715088
	Iteration 0F: 2 clusters Score -9455900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37672 members 
Mstep: Class 2 contains 37891 members 
Entering Unmasked Estep 
Score: -9404871.000000 Penalty: 5571.430176
	Iteration 0F: 3 clusters Score -9404871 nChanged 35615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36265 members 
Mstep: Class 2 contains 39298 members 
Entering Unmasked Estep 
Score: -9425062.000000 Penalty: 5571.430176
	Iteration 1F: 3 clusters Score -9425062 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 40244 members 
Entering Unmasked Estep 
Score: -9425781.000000 Penalty: 5571.430176
	Iteration 2Q: 3 clusters Score -9425781 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 41679 members 
Entering Unmasked Estep 
Score: -9426786.000000 Penalty: 5571.430176
	Iteration 3Q: 3 clusters Score -9426786 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Mstep: Class 2 contains 43790 members 
Entering Unmasked Estep 
Score: -9428102.000000 Penalty: 5571.430176
	Iteration 4Q: 3 clusters Score -9428102 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 46956 members 
Entering Unmasked Estep 
Score: -9430240.000000 Penalty: 5571.430176
	Iteration 5F: 3 clusters Score -9430240 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 51284 members 
Entering Unmasked Estep 
Score: -9433572.000000 Penalty: 5571.430176
	Iteration 6F: 3 clusters Score -9433572 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 56633 members 
Entering Unmasked Estep 
Score: -9438434.000000 Penalty: 5571.430176
	Iteration 7F: 3 clusters Score -9438434 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 62023 members 
Entering Unmasked Estep 
Score: -9443752.000000 Penalty: 5571.430176
	Iteration 8F: 3 clusters Score -9443752 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 66156 members 
Entering Unmasked Estep 
Score: -9448217.000000 Penalty: 5571.430176
	Iteration 9F: 3 clusters Score -9448217 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 68615 members 
Entering Unmasked Estep 
Score: -9450893.000000 Penalty: 5571.430176
	Iteration 10Q: 3 clusters Score -9450893 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 69906 members 
Entering Unmasked Estep 
Score: -9452123.000000 Penalty: 5571.430176
	Iteration 11Q: 3 clusters Score -9452123 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 70660 members 
Entering Unmasked Estep 
Score: -9452741.000000 Penalty: 5571.430176
	Iteration 12Q: 3 clusters Score -9452741 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 71168 members 
Entering Unmasked Estep 
Score: -9453004.000000 Penalty: 5571.430176
	Iteration 13Q: 3 clusters Score -9453004 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 71522 members 
Entering Unmasked Estep 
Score: -9453147.000000 Penalty: 5571.430176
	Iteration 14Q: 3 clusters Score -9453147 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 71793 members 
Entering Unmasked Estep 
Score: -9453243.000000 Penalty: 5571.430176
	Iteration 15Q: 3 clusters Score -9453243 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 72052 members 
Entering Unmasked Estep 
Score: -9453313.000000 Penalty: 5571.430176
	Iteration 16Q: 3 clusters Score -9453313 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 72274 members 
Entering Unmasked Estep 
Score: -9453407.000000 Penalty: 5571.430176
	Iteration 17Q: 3 clusters Score -9453407 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 72470 members 
Entering Unmasked Estep 
Score: -9453463.000000 Penalty: 5571.430176
	Iteration 18Q: 3 clusters Score -9453463 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 72653 members 
Entering Unmasked Estep 
Score: -9453556.000000 Penalty: 5571.430176
	Iteration 19Q: 3 clusters Score -9453556 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 72803 members 
Entering Unmasked Estep 
Score: -9453616.000000 Penalty: 5571.430176
	Iteration 20F: 3 clusters Score -9453616 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 72936 members 
Entering Unmasked Estep 
Score: -9453647.000000 Penalty: 5571.430176
	Iteration 21Q: 3 clusters Score -9453647 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 73064 members 
Entering Unmasked Estep 
Score: -9453703.000000 Penalty: 5571.430176
	Iteration 22Q: 3 clusters Score -9453703 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 73191 members 
Entering Unmasked Estep 
Score: -9453760.000000 Penalty: 5571.430176
	Iteration 23Q: 3 clusters Score -9453760 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 73302 members 
Entering Unmasked Estep 
Score: -9453773.000000 Penalty: 5571.430176
	Iteration 24Q: 3 clusters Score -9453773 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 73383 members 
Entering Unmasked Estep 
Score: -9453810.000000 Penalty: 5571.430176
	Iteration 25Q: 3 clusters Score -9453810 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 73442 members 
Entering Unmasked Estep 
Score: -9453811.000000 Penalty: 5571.430176
	Iteration 26Q: 3 clusters Score -9453811 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 73493 members 
Entering Unmasked Estep 
Score: -9453832.000000 Penalty: 5571.430176
	Iteration 27Q: 3 clusters Score -9453832 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 73547 members 
Entering Unmasked Estep 
Score: -9453831.000000 Penalty: 5571.430176
	Iteration 28Q: 3 clusters Score -9453831 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 73592 members 
Entering Unmasked Estep 
Score: -9453841.000000 Penalty: 5571.430176
	Iteration 29Q: 3 clusters Score -9453841 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 73626 members 
Entering Unmasked Estep 
Score: -9453849.000000 Penalty: 5571.430176
	Iteration 30Q: 3 clusters Score -9453849 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 73656 members 
Entering Unmasked Estep 
Score: -9453858.000000 Penalty: 5571.430176
	Iteration 31Q: 3 clusters Score -9453858 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 73691 members 
Entering Unmasked Estep 
Score: -9453866.000000 Penalty: 5571.430176
	Iteration 32Q: 3 clusters Score -9453866 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 73717 members 
Entering Unmasked Estep 
Score: -9453869.000000 Penalty: 5571.430176
	Iteration 33Q: 3 clusters Score -9453869 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 73734 members 
Entering Unmasked Estep 
Score: -9453882.000000 Penalty: 5571.430176
	Iteration 34Q: 3 clusters Score -9453882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 73753 members 
Entering Unmasked Estep 
Score: -9453873.000000 Penalty: 5571.430176
	Iteration 35Q: 3 clusters Score -9453873 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 73768 members 
Entering Unmasked Estep 
Score: -9453883.000000 Penalty: 5571.430176
	Iteration 36Q: 3 clusters Score -9453883 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 73778 members 
Entering Unmasked Estep 
Score: -9453890.000000 Penalty: 5571.430176
	Iteration 37Q: 3 clusters Score -9453890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 73794 members 
Entering Unmasked Estep 
Score: -9453893.000000 Penalty: 5571.430176
	Iteration 38Q: 3 clusters Score -9453893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 73805 members 
Entering Unmasked Estep 
Score: -9453905.000000 Penalty: 5571.430176
	Iteration 39Q: 3 clusters Score -9453905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 73813 members 
Entering Unmasked Estep 
Score: -9453898.000000 Penalty: 5571.430176
	Iteration 40F: 3 clusters Score -9453898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 73817 members 
Entering Unmasked Estep 
Score: -9453896.000000 Penalty: 5571.430176
	Iteration 41Q: 3 clusters Score -9453896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 73820 members 
Entering Unmasked Estep 
Score: -9453895.000000 Penalty: 5571.430176
	Iteration 42Q: 3 clusters Score -9453895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 73821 members 
Entering Unmasked Estep 
Score: -9453899.000000 Penalty: 5571.430176
	Iteration 43Q: 3 clusters Score -9453899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 73821 members 
Entering Unmasked Estep 
Score: -9453899.000000 Penalty: 5571.430176
	Iteration 44F: 3 clusters Score -9453899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Entering Unmasked Estep 
Score: -835569.687500 Penalty: 2180.891113
	Iteration 0F: 2 clusters Score -835569.7 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 3311 members 
Entering Unmasked Estep 
Score: -829982.187500 Penalty: 4361.782227
	Iteration 0F: 3 clusters Score -829982.2 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -831401.125000 Penalty: 4361.782227
	Iteration 1F: 3 clusters Score -831401.1 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -831661.000000 Penalty: 4361.782227
	Iteration 2F: 3 clusters Score -831661 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -831796.187500 Penalty: 4361.782227
	Iteration 3Q: 3 clusters Score -831796.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -831886.187500 Penalty: 4361.782227
	Iteration 4Q: 3 clusters Score -831886.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -831949.750000 Penalty: 4361.782227
	Iteration 5Q: 3 clusters Score -831949.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -831990.187500 Penalty: 4361.782227
	Iteration 6Q: 3 clusters Score -831990.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -832021.437500 Penalty: 4361.782227
	Iteration 7Q: 3 clusters Score -832021.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -832058.562500 Penalty: 4361.782227
	Iteration 8Q: 3 clusters Score -832058.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -832090.687500 Penalty: 4361.782227
	Iteration 9Q: 3 clusters Score -832090.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -832126.000000 Penalty: 4361.782227
	Iteration 10Q: 3 clusters Score -832126 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -832155.687500 Penalty: 4361.782227
	Iteration 11Q: 3 clusters Score -832155.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -832188.187500 Penalty: 4361.782227
	Iteration 12Q: 3 clusters Score -832188.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -832218.250000 Penalty: 4361.782227
	Iteration 13Q: 3 clusters Score -832218.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -832253.437500 Penalty: 4361.782227
	Iteration 14Q: 3 clusters Score -832253.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -832293.437500 Penalty: 4361.782227
	Iteration 15Q: 3 clusters Score -832293.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -832328.062500 Penalty: 4361.782227
	Iteration 16Q: 3 clusters Score -832328.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -832358.562500 Penalty: 4361.782227
	Iteration 17Q: 3 clusters Score -832358.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -832384.562500 Penalty: 4361.782227
	Iteration 18Q: 3 clusters Score -832384.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -832417.000000 Penalty: 4361.782227
	Iteration 19Q: 3 clusters Score -832417 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -832469.062500 Penalty: 4361.782227
	Iteration 20F: 3 clusters Score -832469.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -832520.250000 Penalty: 4361.782227
	Iteration 21Q: 3 clusters Score -832520.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -832588.562500 Penalty: 4361.782227
	Iteration 22Q: 3 clusters Score -832588.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -832683.875000 Penalty: 4361.782227
	Iteration 23Q: 3 clusters Score -832683.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -832809.812500 Penalty: 4361.782227
	Iteration 24Q: 3 clusters Score -832809.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -832931.187500 Penalty: 4361.782227
	Iteration 25Q: 3 clusters Score -832931.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -833049.875000 Penalty: 4361.782227
	Iteration 26Q: 3 clusters Score -833049.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -833154.500000 Penalty: 4361.782227
	Iteration 27Q: 3 clusters Score -833154.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -833241.062500 Penalty: 4361.782227
	Iteration 28Q: 3 clusters Score -833241.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -833318.562500 Penalty: 4361.782227
	Iteration 29Q: 3 clusters Score -833318.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -833395.750000 Penalty: 4361.782227
	Iteration 30Q: 3 clusters Score -833395.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -833448.000000 Penalty: 4361.782227
	Iteration 31Q: 3 clusters Score -833448 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -833508.937500 Penalty: 4361.782227
	Iteration 32Q: 3 clusters Score -833508.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -833558.062500 Penalty: 4361.782227
	Iteration 33Q: 3 clusters Score -833558.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -833597.562500 Penalty: 4361.782227
	Iteration 34Q: 3 clusters Score -833597.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -833623.187500 Penalty: 4361.782227
	Iteration 35Q: 3 clusters Score -833623.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -833641.437500 Penalty: 4361.782227
	Iteration 36Q: 3 clusters Score -833641.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -833651.937500 Penalty: 4361.782227
	Iteration 37Q: 3 clusters Score -833651.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -833660.812500 Penalty: 4361.782227
	Iteration 38Q: 3 clusters Score -833660.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -833664.812500 Penalty: 4361.782227
	Iteration 39Q: 3 clusters Score -833664.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -833673.312500 Penalty: 4361.782227
	Iteration 40F: 3 clusters Score -833673.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -833678.062500 Penalty: 4361.782227
	Iteration 41Q: 3 clusters Score -833678.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -833682.562500 Penalty: 4361.782227
	Iteration 42Q: 3 clusters Score -833682.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -833687.875000 Penalty: 4361.782227
	Iteration 43Q: 3 clusters Score -833687.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -833694.875000 Penalty: 4361.782227
	Iteration 44Q: 3 clusters Score -833694.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -833697.000000 Penalty: 4361.782227
	Iteration 45Q: 3 clusters Score -833697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -833697.000000 Penalty: 4361.782227
	Iteration 46F: 3 clusters Score -833697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (107965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107965 members 
Entering Unmasked Estep 
Score: -13559042.000000 Penalty: 2874.211426
	Iteration 0F: 2 clusters Score -1.355904e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53892 members 
Mstep: Class 2 contains 54073 members 
Entering Unmasked Estep 
Score: -13487083.000000 Penalty: 5748.422852
	Iteration 0F: 3 clusters Score -1.348708e+07 nChanged 51103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52477 members 
Mstep: Class 2 contains 55488 members 
Entering Unmasked Estep 
Score: -13516314.000000 Penalty: 5748.422852
	Iteration 1F: 3 clusters Score -1.351631e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51331 members 
Mstep: Class 2 contains 56634 members 
Entering Unmasked Estep 
Score: -13517058.000000 Penalty: 5748.422852
	Iteration 2Q: 3 clusters Score -1.351706e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49690 members 
Mstep: Class 2 contains 58275 members 
Entering Unmasked Estep 
Score: -13517982.000000 Penalty: 5748.422852
	Iteration 3Q: 3 clusters Score -1.351798e+07 nChanged 4035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47233 members 
Mstep: Class 2 contains 60732 members 
Entering Unmasked Estep 
Score: -13519316.000000 Penalty: 5748.422852
	Iteration 4Q: 3 clusters Score -1.351932e+07 nChanged 4906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43705 members 
Mstep: Class 2 contains 64260 members 
Entering Unmasked Estep 
Score: -13521500.000000 Penalty: 5748.422852
	Iteration 5Q: 3 clusters Score -1.35215e+07 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 69055 members 
Entering Unmasked Estep 
Score: -13524993.000000 Penalty: 5748.422852
	Iteration 6F: 3 clusters Score -1.352499e+07 nChanged 7168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 75135 members 
Entering Unmasked Estep 
Score: -13530117.000000 Penalty: 5748.422852
	Iteration 7F: 3 clusters Score -1.353012e+07 nChanged 7631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26189 members 
Mstep: Class 2 contains 81776 members 
Entering Unmasked Estep 
Score: -13536525.000000 Penalty: 5748.422852
	Iteration 8F: 3 clusters Score -1.353652e+07 nChanged 6749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 87623 members 
Entering Unmasked Estep 
Score: -13542736.000000 Penalty: 5748.422852
	Iteration 9F: 3 clusters Score -1.354274e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 91670 members 
Entering Unmasked Estep 
Score: -13547574.000000 Penalty: 5748.422852
	Iteration 10Q: 3 clusters Score -1.354757e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 93888 members 
Entering Unmasked Estep 
Score: -13550850.000000 Penalty: 5748.422852
	Iteration 11Q: 3 clusters Score -1.355085e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 94913 members 
Entering Unmasked Estep 
Score: -13552583.000000 Penalty: 5748.422852
	Iteration 12Q: 3 clusters Score -1.355258e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 95461 members 
Entering Unmasked Estep 
Score: -13553427.000000 Penalty: 5748.422852
	Iteration 13Q: 3 clusters Score -1.355343e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 95784 members 
Entering Unmasked Estep 
Score: -13553771.000000 Penalty: 5748.422852
	Iteration 14Q: 3 clusters Score -1.355377e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 95957 members 
Entering Unmasked Estep 
Score: -13553994.000000 Penalty: 5748.422852
	Iteration 15Q: 3 clusters Score -1.355399e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 96078 members 
Entering Unmasked Estep 
Score: -13554104.000000 Penalty: 5748.422852
	Iteration 16Q: 3 clusters Score -1.35541e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11846 members 
Mstep: Class 2 contains 96119 members 
Entering Unmasked Estep 
Score: -13554200.000000 Penalty: 5748.422852
	Iteration 17Q: 3 clusters Score -1.35542e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 96127 members 
Entering Unmasked Estep 
Score: -13554329.000000 Penalty: 5748.422852
	Iteration 18Q: 3 clusters Score -1.355433e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 96111 members 
Entering Unmasked Estep 
Score: -13554426.000000 Penalty: 5748.422852
	Iteration 19Q: 3 clusters Score -1.355443e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 96124 members 
Entering Unmasked Estep 
Score: -13554470.000000 Penalty: 5748.422852
	Iteration 20F: 3 clusters Score -1.355447e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 96098 members 
Entering Unmasked Estep 
Score: -13554480.000000 Penalty: 5748.422852
	Iteration 21Q: 3 clusters Score -1.355448e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 96087 members 
Entering Unmasked Estep 
Score: -13554517.000000 Penalty: 5748.422852
	Iteration 22Q: 3 clusters Score -1.355452e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 96049 members 
Entering Unmasked Estep 
Score: -13554502.000000 Penalty: 5748.422852
	Iteration 23Q: 3 clusters Score -1.35545e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 96014 members 
Entering Unmasked Estep 
Score: -13554501.000000 Penalty: 5748.422852
	Iteration 24Q: 3 clusters Score -1.35545e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 95964 members 
Entering Unmasked Estep 
Score: -13554503.000000 Penalty: 5748.422852
	Iteration 25Q: 3 clusters Score -1.35545e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 95912 members 
Entering Unmasked Estep 
Score: -13554541.000000 Penalty: 5748.422852
	Iteration 26Q: 3 clusters Score -1.355454e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 95859 members 
Entering Unmasked Estep 
Score: -13554555.000000 Penalty: 5748.422852
	Iteration 27Q: 3 clusters Score -1.355456e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 95824 members 
Entering Unmasked Estep 
Score: -13554557.000000 Penalty: 5748.422852
	Iteration 28Q: 3 clusters Score -1.355456e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 95773 members 
Entering Unmasked Estep 
Score: -13554578.000000 Penalty: 5748.422852
	Iteration 29Q: 3 clusters Score -1.355458e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 95733 members 
Entering Unmasked Estep 
Score: -13554604.000000 Penalty: 5748.422852
	Iteration 30Q: 3 clusters Score -1.35546e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 95680 members 
Entering Unmasked Estep 
Score: -13554603.000000 Penalty: 5748.422852
	Iteration 31Q: 3 clusters Score -1.35546e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 95627 members 
Entering Unmasked Estep 
Score: -13554618.000000 Penalty: 5748.422852
	Iteration 32Q: 3 clusters Score -1.355462e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 95579 members 
Entering Unmasked Estep 
Score: -13554605.000000 Penalty: 5748.422852
	Iteration 33Q: 3 clusters Score -1.35546e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 95525 members 
Entering Unmasked Estep 
Score: -13554625.000000 Penalty: 5748.422852
	Iteration 34Q: 3 clusters Score -1.355462e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 95457 members 
Entering Unmasked Estep 
Score: -13554627.000000 Penalty: 5748.422852
	Iteration 35Q: 3 clusters Score -1.355463e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 95395 members 
Entering Unmasked Estep 
Score: -13554630.000000 Penalty: 5748.422852
	Iteration 36Q: 3 clusters Score -1.355463e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 95332 members 
Entering Unmasked Estep 
Score: -13554640.000000 Penalty: 5748.422852
	Iteration 37Q: 3 clusters Score -1.355464e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 95277 members 
Entering Unmasked Estep 
Score: -13554647.000000 Penalty: 5748.422852
	Iteration 38Q: 3 clusters Score -1.355465e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 95220 members 
Entering Unmasked Estep 
Score: -13554652.000000 Penalty: 5748.422852
	Iteration 39Q: 3 clusters Score -1.355465e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 95141 members 
Entering Unmasked Estep 
Score: -13554654.000000 Penalty: 5748.422852
	Iteration 40F: 3 clusters Score -1.355465e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 95058 members 
Entering Unmasked Estep 
Score: -13554680.000000 Penalty: 5748.422852
	Iteration 41Q: 3 clusters Score -1.355468e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 94972 members 
Entering Unmasked Estep 
Score: -13554663.000000 Penalty: 5748.422852
	Iteration 42Q: 3 clusters Score -1.355466e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 94866 members 
Entering Unmasked Estep 
Score: -13554699.000000 Penalty: 5748.422852
	Iteration 43Q: 3 clusters Score -1.35547e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 94745 members 
Entering Unmasked Estep 
Score: -13554749.000000 Penalty: 5748.422852
	Iteration 44Q: 3 clusters Score -1.355475e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 94621 members 
Entering Unmasked Estep 
Score: -13554771.000000 Penalty: 5748.422852
	Iteration 45Q: 3 clusters Score -1.355477e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 94498 members 
Entering Unmasked Estep 
Score: -13554824.000000 Penalty: 5748.422852
	Iteration 46Q: 3 clusters Score -1.355482e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 94361 members 
Entering Unmasked Estep 
Score: -13554837.000000 Penalty: 5748.422852
	Iteration 47Q: 3 clusters Score -1.355484e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 94197 members 
Entering Unmasked Estep 
Score: -13554857.000000 Penalty: 5748.422852
	Iteration 48Q: 3 clusters Score -1.355486e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 94016 members 
Entering Unmasked Estep 
Score: -13554848.000000 Penalty: 5748.422852
	Iteration 49Q: 3 clusters Score -1.355485e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 93862 members 
Entering Unmasked Estep 
Score: -13554830.000000 Penalty: 5748.422852
	Iteration 50Q: 3 clusters Score -1.355483e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 93708 members 
Entering Unmasked Estep 
Score: -13554847.000000 Penalty: 5748.422852
	Iteration 51Q: 3 clusters Score -1.355485e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 93529 members 
Entering Unmasked Estep 
Score: -13554827.000000 Penalty: 5748.422852
	Iteration 52Q: 3 clusters Score -1.355483e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 93353 members 
Entering Unmasked Estep 
Score: -13554863.000000 Penalty: 5748.422852
	Iteration 53Q: 3 clusters Score -1.355486e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 93157 members 
Entering Unmasked Estep 
Score: -13554873.000000 Penalty: 5748.422852
	Iteration 54Q: 3 clusters Score -1.355487e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 92939 members 
Entering Unmasked Estep 
Score: -13554910.000000 Penalty: 5748.422852
	Iteration 55Q: 3 clusters Score -1.355491e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 92699 members 
Entering Unmasked Estep 
Score: -13554934.000000 Penalty: 5748.422852
	Iteration 56Q: 3 clusters Score -1.355493e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 92440 members 
Entering Unmasked Estep 
Score: -13554969.000000 Penalty: 5748.422852
	Iteration 57Q: 3 clusters Score -1.355497e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 92172 members 
Entering Unmasked Estep 
Score: -13555043.000000 Penalty: 5748.422852
	Iteration 58Q: 3 clusters Score -1.355504e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 91914 members 
Entering Unmasked Estep 
Score: -13555066.000000 Penalty: 5748.422852
	Iteration 59Q: 3 clusters Score -1.355507e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 91642 members 
Entering Unmasked Estep 
Score: -13555083.000000 Penalty: 5748.422852
	Iteration 60F: 3 clusters Score -1.355508e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 91335 members 
Entering Unmasked Estep 
Score: -13555099.000000 Penalty: 5748.422852
	Iteration 61Q: 3 clusters Score -1.35551e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 91020 members 
Entering Unmasked Estep 
Score: -13555127.000000 Penalty: 5748.422852
	Iteration 62Q: 3 clusters Score -1.355513e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 90722 members 
Entering Unmasked Estep 
Score: -13555196.000000 Penalty: 5748.422852
	Iteration 63Q: 3 clusters Score -1.35552e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 90427 members 
Entering Unmasked Estep 
Score: -13555210.000000 Penalty: 5748.422852
	Iteration 64Q: 3 clusters Score -1.355521e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 90133 members 
Entering Unmasked Estep 
Score: -13555224.000000 Penalty: 5748.422852
	Iteration 65Q: 3 clusters Score -1.355522e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 89834 members 
Entering Unmasked Estep 
Score: -13555245.000000 Penalty: 5748.422852
	Iteration 66Q: 3 clusters Score -1.355524e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18410 members 
Mstep: Class 2 contains 89555 members 
Entering Unmasked Estep 
Score: -13555274.000000 Penalty: 5748.422852
	Iteration 67Q: 3 clusters Score -1.355527e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18693 members 
Mstep: Class 2 contains 89272 members 
Entering Unmasked Estep 
Score: -13555327.000000 Penalty: 5748.422852
	Iteration 68Q: 3 clusters Score -1.355533e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 88976 members 
Entering Unmasked Estep 
Score: -13555328.000000 Penalty: 5748.422852
	Iteration 69Q: 3 clusters Score -1.355533e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 88714 members 
Entering Unmasked Estep 
Score: -13555342.000000 Penalty: 5748.422852
	Iteration 70Q: 3 clusters Score -1.355534e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 88452 members 
Entering Unmasked Estep 
Score: -13555367.000000 Penalty: 5748.422852
	Iteration 71Q: 3 clusters Score -1.355537e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 88194 members 
Entering Unmasked Estep 
Score: -13555380.000000 Penalty: 5748.422852
	Iteration 72Q: 3 clusters Score -1.355538e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 87909 members 
Entering Unmasked Estep 
Score: -13555398.000000 Penalty: 5748.422852
	Iteration 73Q: 3 clusters Score -1.35554e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 87635 members 
Entering Unmasked Estep 
Score: -13555428.000000 Penalty: 5748.422852
	Iteration 74Q: 3 clusters Score -1.355543e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 87363 members 
Entering Unmasked Estep 
Score: -13555433.000000 Penalty: 5748.422852
	Iteration 75Q: 3 clusters Score -1.355543e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 87083 members 
Entering Unmasked Estep 
Score: -13555436.000000 Penalty: 5748.422852
	Iteration 76Q: 3 clusters Score -1.355544e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 86777 members 
Entering Unmasked Estep 
Score: -13555469.000000 Penalty: 5748.422852
	Iteration 77Q: 3 clusters Score -1.355547e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 86504 members 
Entering Unmasked Estep 
Score: -13555474.000000 Penalty: 5748.422852
	Iteration 78Q: 3 clusters Score -1.355547e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 86227 members 
Entering Unmasked Estep 
Score: -13555555.000000 Penalty: 5748.422852
	Iteration 79Q: 3 clusters Score -1.355556e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 85964 members 
Entering Unmasked Estep 
Score: -13555556.000000 Penalty: 5748.422852
	Iteration 80F: 3 clusters Score -1.355556e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 85730 members 
Entering Unmasked Estep 
Score: -13555592.000000 Penalty: 5748.422852
	Iteration 81Q: 3 clusters Score -1.355559e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 85482 members 
Entering Unmasked Estep 
Score: -13555641.000000 Penalty: 5748.422852
	Iteration 82Q: 3 clusters Score -1.355564e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 85227 members 
Entering Unmasked Estep 
Score: -13555660.000000 Penalty: 5748.422852
	Iteration 83Q: 3 clusters Score -1.355566e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 84935 members 
Entering Unmasked Estep 
Score: -13555704.000000 Penalty: 5748.422852
	Iteration 84Q: 3 clusters Score -1.35557e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 84642 members 
Entering Unmasked Estep 
Score: -13555741.000000 Penalty: 5748.422852
	Iteration 85Q: 3 clusters Score -1.355574e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23629 members 
Mstep: Class 2 contains 84336 members 
Entering Unmasked Estep 
Score: -13555740.000000 Penalty: 5748.422852
	Iteration 86Q: 3 clusters Score -1.355574e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 84061 members 
Entering Unmasked Estep 
Score: -13555796.000000 Penalty: 5748.422852
	Iteration 87Q: 3 clusters Score -1.35558e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 83771 members 
Entering Unmasked Estep 
Score: -13555807.000000 Penalty: 5748.422852
	Iteration 88Q: 3 clusters Score -1.355581e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 83508 members 
Entering Unmasked Estep 
Score: -13555839.000000 Penalty: 5748.422852
	Iteration 89Q: 3 clusters Score -1.355584e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 83279 members 
Entering Unmasked Estep 
Score: -13555887.000000 Penalty: 5748.422852
	Iteration 90Q: 3 clusters Score -1.355589e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 83079 members 
Entering Unmasked Estep 
Score: -13555903.000000 Penalty: 5748.422852
	Iteration 91Q: 3 clusters Score -1.35559e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 82852 members 
Entering Unmasked Estep 
Score: -13555871.000000 Penalty: 5748.422852
	Iteration 92Q: 3 clusters Score -1.355587e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 82618 members 
Entering Unmasked Estep 
Score: -13555918.000000 Penalty: 5748.422852
	Iteration 93Q: 3 clusters Score -1.355592e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 82390 members 
Entering Unmasked Estep 
Score: -13555946.000000 Penalty: 5748.422852
	Iteration 94Q: 3 clusters Score -1.355595e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Mstep: Class 2 contains 82210 members 
Entering Unmasked Estep 
Score: -13555912.000000 Penalty: 5748.422852
	Iteration 95Q: 3 clusters Score -1.355591e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 82043 members 
Entering Unmasked Estep 
Score: -13555950.000000 Penalty: 5748.422852
	Iteration 96Q: 3 clusters Score -1.355595e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 81883 members 
Entering Unmasked Estep 
Score: -13555972.000000 Penalty: 5748.422852
	Iteration 97Q: 3 clusters Score -1.355597e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 81739 members 
Entering Unmasked Estep 
Score: -13555979.000000 Penalty: 5748.422852
	Iteration 98Q: 3 clusters Score -1.355598e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 81620 members 
Entering Unmasked Estep 
Score: -13556022.000000 Penalty: 5748.422852
	Iteration 99Q: 3 clusters Score -1.355602e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 81524 members 
Entering Unmasked Estep 
Score: -13555986.000000 Penalty: 5748.422852
	Iteration 100F: 3 clusters Score -1.355599e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26537 members 
Mstep: Class 2 contains 81428 members 
Entering Unmasked Estep 
Score: -13556004.000000 Penalty: 5748.422852
	Iteration 101Q: 3 clusters Score -1.3556e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 81342 members 
Entering Unmasked Estep 
Score: -13556016.000000 Penalty: 5748.422852
	Iteration 102Q: 3 clusters Score -1.355602e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 81269 members 
Entering Unmasked Estep 
Score: -13555994.000000 Penalty: 5748.422852
	Iteration 103Q: 3 clusters Score -1.355599e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 81208 members 
Entering Unmasked Estep 
Score: -13556004.000000 Penalty: 5748.422852
	Iteration 104Q: 3 clusters Score -1.3556e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 81138 members 
Entering Unmasked Estep 
Score: -13556007.000000 Penalty: 5748.422852
	Iteration 105Q: 3 clusters Score -1.355601e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 81068 members 
Entering Unmasked Estep 
Score: -13556006.000000 Penalty: 5748.422852
	Iteration 106Q: 3 clusters Score -1.355601e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 80997 members 
Entering Unmasked Estep 
Score: -13556016.000000 Penalty: 5748.422852
	Iteration 107Q: 3 clusters Score -1.355602e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 80940 members 
Entering Unmasked Estep 
Score: -13556017.000000 Penalty: 5748.422852
	Iteration 108Q: 3 clusters Score -1.355602e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27090 members 
Mstep: Class 2 contains 80875 members 
Entering Unmasked Estep 
Score: -13556017.000000 Penalty: 5748.422852
	Iteration 109Q: 3 clusters Score -1.355602e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 80824 members 
Entering Unmasked Estep 
Score: -13556029.000000 Penalty: 5748.422852
	Iteration 110Q: 3 clusters Score -1.355603e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 80764 members 
Entering Unmasked Estep 
Score: -13556051.000000 Penalty: 5748.422852
	Iteration 111Q: 3 clusters Score -1.355605e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27249 members 
Mstep: Class 2 contains 80716 members 
Entering Unmasked Estep 
Score: -13556039.000000 Penalty: 5748.422852
	Iteration 112Q: 3 clusters Score -1.355604e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 80672 members 
Entering Unmasked Estep 
Score: -13556047.000000 Penalty: 5748.422852
	Iteration 113Q: 3 clusters Score -1.355605e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 80634 members 
Entering Unmasked Estep 
Score: -13556060.000000 Penalty: 5748.422852
	Iteration 114Q: 3 clusters Score -1.355606e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27363 members 
Mstep: Class 2 contains 80602 members 
Entering Unmasked Estep 
Score: -13556056.000000 Penalty: 5748.422852
	Iteration 115Q: 3 clusters Score -1.355606e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27398 members 
Mstep: Class 2 contains 80567 members 
Entering Unmasked Estep 
Score: -13556077.000000 Penalty: 5748.422852
	Iteration 116Q: 3 clusters Score -1.355608e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 80525 members 
Entering Unmasked Estep 
Score: -13556075.000000 Penalty: 5748.422852
	Iteration 117Q: 3 clusters Score -1.355608e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 80478 members 
Entering Unmasked Estep 
Score: -13556064.000000 Penalty: 5748.422852
	Iteration 118Q: 3 clusters Score -1.355606e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27530 members 
Mstep: Class 2 contains 80435 members 
Entering Unmasked Estep 
Score: -13556075.000000 Penalty: 5748.422852
	Iteration 119Q: 3 clusters Score -1.355608e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 80402 members 
Entering Unmasked Estep 
Score: -13556047.000000 Penalty: 5748.422852
	Iteration 120F: 3 clusters Score -1.355605e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 80376 members 
Entering Unmasked Estep 
Score: -13556063.000000 Penalty: 5748.422852
	Iteration 121Q: 3 clusters Score -1.355606e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 80359 members 
Entering Unmasked Estep 
Score: -13556059.000000 Penalty: 5748.422852
	Iteration 122Q: 3 clusters Score -1.355606e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 80341 members 
Entering Unmasked Estep 
Score: -13556058.000000 Penalty: 5748.422852
	Iteration 123Q: 3 clusters Score -1.355606e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27643 members 
Mstep: Class 2 contains 80322 members 
Entering Unmasked Estep 
Score: -13556049.000000 Penalty: 5748.422852
	Iteration 124Q: 3 clusters Score -1.355605e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 80301 members 
Entering Unmasked Estep 
Score: -13556061.000000 Penalty: 5748.422852
	Iteration 125Q: 3 clusters Score -1.355606e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 80288 members 
Entering Unmasked Estep 
Score: -13556068.000000 Penalty: 5748.422852
	Iteration 126Q: 3 clusters Score -1.355607e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 80262 members 
Entering Unmasked Estep 
Score: -13556066.000000 Penalty: 5748.422852
	Iteration 127Q: 3 clusters Score -1.355607e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 80233 members 
Entering Unmasked Estep 
Score: -13556083.000000 Penalty: 5748.422852
	Iteration 128Q: 3 clusters Score -1.355608e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 80205 members 
Entering Unmasked Estep 
Score: -13556075.000000 Penalty: 5748.422852
	Iteration 129Q: 3 clusters Score -1.355608e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 80169 members 
Entering Unmasked Estep 
Score: -13556088.000000 Penalty: 5748.422852
	Iteration 130Q: 3 clusters Score -1.355609e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27826 members 
Mstep: Class 2 contains 80139 members 
Entering Unmasked Estep 
Score: -13556087.000000 Penalty: 5748.422852
	Iteration 131Q: 3 clusters Score -1.355609e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 80100 members 
Entering Unmasked Estep 
Score: -13556095.000000 Penalty: 5748.422852
	Iteration 132Q: 3 clusters Score -1.35561e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27904 members 
Mstep: Class 2 contains 80061 members 
Entering Unmasked Estep 
Score: -13556075.000000 Penalty: 5748.422852
	Iteration 133Q: 3 clusters Score -1.355608e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 80028 members 
Entering Unmasked Estep 
Score: -13556085.000000 Penalty: 5748.422852
	Iteration 134Q: 3 clusters Score -1.355608e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27965 members 
Mstep: Class 2 contains 80000 members 
Entering Unmasked Estep 
Score: -13556086.000000 Penalty: 5748.422852
	Iteration 135Q: 3 clusters Score -1.355609e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 79970 members 
Entering Unmasked Estep 
Score: -13556068.000000 Penalty: 5748.422852
	Iteration 136Q: 3 clusters Score -1.355607e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28016 members 
Mstep: Class 2 contains 79949 members 
Entering Unmasked Estep 
Score: -13556082.000000 Penalty: 5748.422852
	Iteration 137Q: 3 clusters Score -1.355608e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 79934 members 
Entering Unmasked Estep 
Score: -13556074.000000 Penalty: 5748.422852
	Iteration 138Q: 3 clusters Score -1.355607e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 79918 members 
Entering Unmasked Estep 
Score: -13556059.000000 Penalty: 5748.422852
	Iteration 139Q: 3 clusters Score -1.355606e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 79908 members 
Entering Unmasked Estep 
Score: -13556052.000000 Penalty: 5748.422852
	Iteration 140F: 3 clusters Score -1.355605e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 79896 members 
Entering Unmasked Estep 
Score: -13556055.000000 Penalty: 5748.422852
	Iteration 141Q: 3 clusters Score -1.355606e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 79886 members 
Entering Unmasked Estep 
Score: -13556056.000000 Penalty: 5748.422852
	Iteration 142Q: 3 clusters Score -1.355606e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 79870 members 
Entering Unmasked Estep 
Score: -13556052.000000 Penalty: 5748.422852
	Iteration 143Q: 3 clusters Score -1.355605e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 79860 members 
Entering Unmasked Estep 
Score: -13556045.000000 Penalty: 5748.422852
	Iteration 144Q: 3 clusters Score -1.355604e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28109 members 
Mstep: Class 2 contains 79856 members 
Entering Unmasked Estep 
Score: -13556036.000000 Penalty: 5748.422852
	Iteration 145Q: 3 clusters Score -1.355604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28112 members 
Mstep: Class 2 contains 79853 members 
Entering Unmasked Estep 
Score: -13556049.000000 Penalty: 5748.422852
	Iteration 146Q: 3 clusters Score -1.355605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28113 members 
Mstep: Class 2 contains 79852 members 
Entering Unmasked Estep 
Score: -13556046.000000 Penalty: 5748.422852
	Iteration 147Q: 3 clusters Score -1.355605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 79851 members 
Entering Unmasked Estep 
Score: -13556050.000000 Penalty: 5748.422852
	Iteration 148Q: 3 clusters Score -1.355605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 79850 members 
Entering Unmasked Estep 
Score: -13556057.000000 Penalty: 5748.422852
	Iteration 149Q: 3 clusters Score -1.355606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 79848 members 
Entering Unmasked Estep 
Score: -13556056.000000 Penalty: 5748.422852
	Iteration 150Q: 3 clusters Score -1.355606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 79846 members 
Entering Unmasked Estep 
Score: -13556052.000000 Penalty: 5748.422852
	Iteration 151Q: 3 clusters Score -1.355605e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 79845 members 
Entering Unmasked Estep 
Score: -13556047.000000 Penalty: 5748.422852
	Iteration 152Q: 3 clusters Score -1.355605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 79843 members 
Entering Unmasked Estep 
Score: -13556048.000000 Penalty: 5748.422852
	Iteration 153Q: 3 clusters Score -1.355605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28124 members 
Mstep: Class 2 contains 79841 members 
Entering Unmasked Estep 
Score: -13556056.000000 Penalty: 5748.422852
	Iteration 154Q: 3 clusters Score -1.355606e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28126 members 
Mstep: Class 2 contains 79839 members 
Entering Unmasked Estep 
Score: -13556047.000000 Penalty: 5748.422852
	Iteration 155Q: 3 clusters Score -1.355605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28128 members 
Mstep: Class 2 contains 79837 members 
Entering Unmasked Estep 
Score: -13556049.000000 Penalty: 5748.422852
	Iteration 156Q: 3 clusters Score -1.355605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28131 members 
Mstep: Class 2 contains 79834 members 
Entering Unmasked Estep 
Score: -13556051.000000 Penalty: 5748.422852
	Iteration 157Q: 3 clusters Score -1.355605e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 79832 members 
Entering Unmasked Estep 
Score: -13556050.000000 Penalty: 5748.422852
	Iteration 158Q: 3 clusters Score -1.355605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28136 members 
Mstep: Class 2 contains 79829 members 
Entering Unmasked Estep 
Score: -13556051.000000 Penalty: 5748.422852
	Iteration 159Q: 3 clusters Score -1.355605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 79826 members 
Entering Unmasked Estep 
Score: -13556044.000000 Penalty: 5748.422852
	Iteration 160F: 3 clusters Score -1.355604e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (27208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Entering Unmasked Estep 
Score: -3421179.250000 Penalty: 2532.394043
	Iteration 0F: 2 clusters Score -3421179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -3402496.500000 Penalty: 5064.788086
	Iteration 0F: 3 clusters Score -3402496 nChanged 12152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -3409135.500000 Penalty: 5064.788086
	Iteration 1F: 3 clusters Score -3409136 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -3409616.250000 Penalty: 5064.788086
	Iteration 2F: 3 clusters Score -3409616 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -3410127.750000 Penalty: 5064.788086
	Iteration 3Q: 3 clusters Score -3410128 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -3410696.250000 Penalty: 5064.788086
	Iteration 4Q: 3 clusters Score -3410696 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -3411459.500000 Penalty: 5064.788086
	Iteration 5Q: 3 clusters Score -3411460 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -3412331.750000 Penalty: 5064.788086
	Iteration 6F: 3 clusters Score -3412332 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -3413264.500000 Penalty: 5064.788086
	Iteration 7F: 3 clusters Score -3413264 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -3414229.750000 Penalty: 5064.788086
	Iteration 8F: 3 clusters Score -3414230 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -3414975.250000 Penalty: 5064.788086
	Iteration 9Q: 3 clusters Score -3414975 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -3415559.500000 Penalty: 5064.788086
	Iteration 10Q: 3 clusters Score -3415560 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -3415984.250000 Penalty: 5064.788086
	Iteration 11Q: 3 clusters Score -3415984 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -3416329.500000 Penalty: 5064.788086
	Iteration 12Q: 3 clusters Score -3416330 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -3416553.750000 Penalty: 5064.788086
	Iteration 13Q: 3 clusters Score -3416554 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -3416725.000000 Penalty: 5064.788086
	Iteration 14Q: 3 clusters Score -3416725 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -3416842.750000 Penalty: 5064.788086
	Iteration 15Q: 3 clusters Score -3416843 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -3416942.500000 Penalty: 5064.788086
	Iteration 16Q: 3 clusters Score -3416942 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 19425 members 
Entering Unmasked Estep 
Score: -3417001.750000 Penalty: 5064.788086
	Iteration 17Q: 3 clusters Score -3417002 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -3417082.750000 Penalty: 5064.788086
	Iteration 18Q: 3 clusters Score -3417083 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 19515 members 
Entering Unmasked Estep 
Score: -3417155.750000 Penalty: 5064.788086
	Iteration 19Q: 3 clusters Score -3417156 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -3417225.250000 Penalty: 5064.788086
	Iteration 20F: 3 clusters Score -3417225 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -3417280.250000 Penalty: 5064.788086
	Iteration 21Q: 3 clusters Score -3417280 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -3417326.750000 Penalty: 5064.788086
	Iteration 22Q: 3 clusters Score -3417327 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 19781 members 
Entering Unmasked Estep 
Score: -3417404.500000 Penalty: 5064.788086
	Iteration 23Q: 3 clusters Score -3417404 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -3417487.750000 Penalty: 5064.788086
	Iteration 24Q: 3 clusters Score -3417488 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -3417583.000000 Penalty: 5064.788086
	Iteration 25Q: 3 clusters Score -3417583 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -3417768.750000 Penalty: 5064.788086
	Iteration 26Q: 3 clusters Score -3417769 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -3417998.500000 Penalty: 5064.788086
	Iteration 27Q: 3 clusters Score -3417998 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 20307 members 
Entering Unmasked Estep 
Score: -3418304.500000 Penalty: 5064.788086
	Iteration 28Q: 3 clusters Score -3418304 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -3418581.250000 Penalty: 5064.788086
	Iteration 29Q: 3 clusters Score -3418581 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -3418755.000000 Penalty: 5064.788086
	Iteration 30Q: 3 clusters Score -3418755 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -3418866.500000 Penalty: 5064.788086
	Iteration 31Q: 3 clusters Score -3418866 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -3418927.750000 Penalty: 5064.788086
	Iteration 32Q: 3 clusters Score -3418928 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -3418970.250000 Penalty: 5064.788086
	Iteration 33Q: 3 clusters Score -3418970 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -3419002.250000 Penalty: 5064.788086
	Iteration 34Q: 3 clusters Score -3419002 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -3419026.500000 Penalty: 5064.788086
	Iteration 35Q: 3 clusters Score -3419026 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -3419070.750000 Penalty: 5064.788086
	Iteration 36Q: 3 clusters Score -3419071 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -3419092.500000 Penalty: 5064.788086
	Iteration 37Q: 3 clusters Score -3419092 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -3419112.000000 Penalty: 5064.788086
	Iteration 38Q: 3 clusters Score -3419112 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 20937 members 
Entering Unmasked Estep 
Score: -3419122.000000 Penalty: 5064.788086
	Iteration 39Q: 3 clusters Score -3419122 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -3419132.250000 Penalty: 5064.788086
	Iteration 40F: 3 clusters Score -3419132 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -3419128.250000 Penalty: 5064.788086
	Iteration 41Q: 3 clusters Score -3419128 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -3419130.000000 Penalty: 5064.788086
	Iteration 42Q: 3 clusters Score -3419130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -3419129.000000 Penalty: 5064.788086
	Iteration 43Q: 3 clusters Score -3419129 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -3419127.250000 Penalty: 5064.788086
	Iteration 44Q: 3 clusters Score -3419127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -3419123.500000 Penalty: 5064.788086
	Iteration 45Q: 3 clusters Score -3419124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -3419125.750000 Penalty: 5064.788086
	Iteration 46Q: 3 clusters Score -3419126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -3419131.750000 Penalty: 5064.788086
	Iteration 47Q: 3 clusters Score -3419132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -3419131.250000 Penalty: 5064.788086
	Iteration 48Q: 3 clusters Score -3419131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -3419133.000000 Penalty: 5064.788086
	Iteration 49Q: 3 clusters Score -3419133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -3419133.000000 Penalty: 5064.788086
	Iteration 50F: 3 clusters Score -3419133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Entering Unmasked Estep 
Score: -494227.375000 Penalty: 2071.550293
	Iteration 0F: 2 clusters Score -494227.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -490284.187500 Penalty: 4143.100586
	Iteration 0F: 3 clusters Score -490284.2 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -491322.906250 Penalty: 4143.100586
	Iteration 1F: 3 clusters Score -491322.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -491581.468750 Penalty: 4143.100586
	Iteration 2F: 3 clusters Score -491581.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -491794.031250 Penalty: 4143.100586
	Iteration 3F: 3 clusters Score -491794 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -491961.968750 Penalty: 4143.100586
	Iteration 4F: 3 clusters Score -491962 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -492121.937500 Penalty: 4143.100586
	Iteration 5Q: 3 clusters Score -492121.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -492258.031250 Penalty: 4143.100586
	Iteration 6Q: 3 clusters Score -492258 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -492365.843750 Penalty: 4143.100586
	Iteration 7Q: 3 clusters Score -492365.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -492501.375000 Penalty: 4143.100586
	Iteration 8Q: 3 clusters Score -492501.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -492632.093750 Penalty: 4143.100586
	Iteration 9Q: 3 clusters Score -492632.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -492730.250000 Penalty: 4143.100586
	Iteration 10Q: 3 clusters Score -492730.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -492810.718750 Penalty: 4143.100586
	Iteration 11Q: 3 clusters Score -492810.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -492873.218750 Penalty: 4143.100586
	Iteration 12Q: 3 clusters Score -492873.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -492912.875000 Penalty: 4143.100586
	Iteration 13Q: 3 clusters Score -492912.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -492936.406250 Penalty: 4143.100586
	Iteration 14Q: 3 clusters Score -492936.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -492956.656250 Penalty: 4143.100586
	Iteration 15Q: 3 clusters Score -492956.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -492974.687500 Penalty: 4143.100586
	Iteration 16Q: 3 clusters Score -492974.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -492991.375000 Penalty: 4143.100586
	Iteration 17Q: 3 clusters Score -492991.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -493001.656250 Penalty: 4143.100586
	Iteration 18Q: 3 clusters Score -493001.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -493010.343750 Penalty: 4143.100586
	Iteration 19Q: 3 clusters Score -493010.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -493016.250000 Penalty: 4143.100586
	Iteration 20F: 3 clusters Score -493016.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -493020.250000 Penalty: 4143.100586
	Iteration 21Q: 3 clusters Score -493020.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -493023.000000 Penalty: 4143.100586
	Iteration 22Q: 3 clusters Score -493023 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -493024.718750 Penalty: 4143.100586
	Iteration 23Q: 3 clusters Score -493024.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -493025.687500 Penalty: 4143.100586
	Iteration 24Q: 3 clusters Score -493025.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -493024.375000 Penalty: 4143.100586
	Iteration 25Q: 3 clusters Score -493024.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -493024.375000 Penalty: 4143.100586
	Iteration 26F: 3 clusters Score -493024.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (195412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195412 members 
Entering Unmasked Estep 
Score: -24296644.000000 Penalty: 3021.350586
	Iteration 0F: 2 clusters Score -2.429664e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98047 members 
Mstep: Class 2 contains 97365 members 
Entering Unmasked Estep 
Score: -24168398.000000 Penalty: 6042.701172
	Iteration 0F: 3 clusters Score -2.41684e+07 nChanged 93852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102291 members 
Mstep: Class 2 contains 93121 members 
Entering Unmasked Estep 
Score: -24223540.000000 Penalty: 6042.701172
	Iteration 1F: 3 clusters Score -2.422354e+07 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105479 members 
Mstep: Class 2 contains 89933 members 
Entering Unmasked Estep 
Score: -24224804.000000 Penalty: 6042.701172
	Iteration 2Q: 3 clusters Score -2.42248e+07 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110449 members 
Mstep: Class 2 contains 84963 members 
Entering Unmasked Estep 
Score: -24227034.000000 Penalty: 6042.701172
	Iteration 3Q: 3 clusters Score -2.422703e+07 nChanged 9057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118056 members 
Mstep: Class 2 contains 77356 members 
Entering Unmasked Estep 
Score: -24231096.000000 Penalty: 6042.701172
	Iteration 4Q: 3 clusters Score -2.42311e+07 nChanged 12276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128882 members 
Mstep: Class 2 contains 66530 members 
Entering Unmasked Estep 
Score: -24238276.000000 Penalty: 6042.701172
	Iteration 5F: 3 clusters Score -2.423828e+07 nChanged 15573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143163 members 
Mstep: Class 2 contains 52249 members 
Entering Unmasked Estep 
Score: -24250726.000000 Penalty: 6042.701172
	Iteration 6F: 3 clusters Score -2.425073e+07 nChanged 17118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159159 members 
Mstep: Class 2 contains 36253 members 
Entering Unmasked Estep 
Score: -24266432.000000 Penalty: 6042.701172
	Iteration 7F: 3 clusters Score -2.426643e+07 nChanged 14079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172614 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -24279340.000000 Penalty: 6042.701172
	Iteration 8F: 3 clusters Score -2.427934e+07 nChanged 8645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180987 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -24287334.000000 Penalty: 6042.701172
	Iteration 9Q: 3 clusters Score -2.428733e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185175 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -24291522.000000 Penalty: 6042.701172
	Iteration 10Q: 3 clusters Score -2.429152e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187056 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -24293224.000000 Penalty: 6042.701172
	Iteration 11Q: 3 clusters Score -2.429322e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188172 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -24293832.000000 Penalty: 6042.701172
	Iteration 12Q: 3 clusters Score -2.429383e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189038 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -24293988.000000 Penalty: 6042.701172
	Iteration 13Q: 3 clusters Score -2.429399e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189713 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -24294202.000000 Penalty: 6042.701172
	Iteration 14Q: 3 clusters Score -2.42942e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190269 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -24294306.000000 Penalty: 6042.701172
	Iteration 15Q: 3 clusters Score -2.429431e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190756 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -24294390.000000 Penalty: 6042.701172
	Iteration 16Q: 3 clusters Score -2.429439e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191146 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -24294476.000000 Penalty: 6042.701172
	Iteration 17Q: 3 clusters Score -2.429448e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191509 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -24294590.000000 Penalty: 6042.701172
	Iteration 18Q: 3 clusters Score -2.429459e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191828 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -24294590.000000 Penalty: 6042.701172
	Iteration 19Q: 3 clusters Score -2.429459e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192096 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -24294598.000000 Penalty: 6042.701172
	Iteration 20F: 3 clusters Score -2.42946e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192340 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -24294656.000000 Penalty: 6042.701172
	Iteration 21Q: 3 clusters Score -2.429466e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192548 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -24294714.000000 Penalty: 6042.701172
	Iteration 22Q: 3 clusters Score -2.429471e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192739 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -24294762.000000 Penalty: 6042.701172
	Iteration 23Q: 3 clusters Score -2.429476e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192883 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -24294750.000000 Penalty: 6042.701172
	Iteration 24Q: 3 clusters Score -2.429475e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193015 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -24294762.000000 Penalty: 6042.701172
	Iteration 25Q: 3 clusters Score -2.429476e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193126 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -24294772.000000 Penalty: 6042.701172
	Iteration 26Q: 3 clusters Score -2.429477e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193229 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -24294774.000000 Penalty: 6042.701172
	Iteration 27Q: 3 clusters Score -2.429477e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193308 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -24294754.000000 Penalty: 6042.701172
	Iteration 28Q: 3 clusters Score -2.429475e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193391 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -24294778.000000 Penalty: 6042.701172
	Iteration 29Q: 3 clusters Score -2.429478e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193460 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -24294798.000000 Penalty: 6042.701172
	Iteration 30Q: 3 clusters Score -2.42948e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193524 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -24294828.000000 Penalty: 6042.701172
	Iteration 31Q: 3 clusters Score -2.429483e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193565 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -24294830.000000 Penalty: 6042.701172
	Iteration 32Q: 3 clusters Score -2.429483e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193603 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -24294772.000000 Penalty: 6042.701172
	Iteration 33Q: 3 clusters Score -2.429477e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193644 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -24294742.000000 Penalty: 6042.701172
	Iteration 34Q: 3 clusters Score -2.429474e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193676 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -24294726.000000 Penalty: 6042.701172
	Iteration 35Q: 3 clusters Score -2.429473e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193703 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -24294710.000000 Penalty: 6042.701172
	Iteration 36Q: 3 clusters Score -2.429471e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193724 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -24294708.000000 Penalty: 6042.701172
	Iteration 37Q: 3 clusters Score -2.429471e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193743 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -24294722.000000 Penalty: 6042.701172
	Iteration 38Q: 3 clusters Score -2.429472e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193758 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -24294708.000000 Penalty: 6042.701172
	Iteration 39Q: 3 clusters Score -2.429471e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193773 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -24294684.000000 Penalty: 6042.701172
	Iteration 40F: 3 clusters Score -2.429468e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193782 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -24294716.000000 Penalty: 6042.701172
	Iteration 41Q: 3 clusters Score -2.429472e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193792 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -24294708.000000 Penalty: 6042.701172
	Iteration 42Q: 3 clusters Score -2.429471e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193806 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -24294716.000000 Penalty: 6042.701172
	Iteration 43Q: 3 clusters Score -2.429472e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193818 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -24294700.000000 Penalty: 6042.701172
	Iteration 44Q: 3 clusters Score -2.42947e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193829 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -24294714.000000 Penalty: 6042.701172
	Iteration 45Q: 3 clusters Score -2.429471e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193841 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -24294728.000000 Penalty: 6042.701172
	Iteration 46Q: 3 clusters Score -2.429473e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193855 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -24294736.000000 Penalty: 6042.701172
	Iteration 47Q: 3 clusters Score -2.429474e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193868 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -24294724.000000 Penalty: 6042.701172
	Iteration 48Q: 3 clusters Score -2.429472e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193881 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -24294734.000000 Penalty: 6042.701172
	Iteration 49Q: 3 clusters Score -2.429473e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193891 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -24294736.000000 Penalty: 6042.701172
	Iteration 50Q: 3 clusters Score -2.429474e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193895 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -24294732.000000 Penalty: 6042.701172
	Iteration 51Q: 3 clusters Score -2.429473e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193899 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -24294740.000000 Penalty: 6042.701172
	Iteration 52Q: 3 clusters Score -2.429474e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193903 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -24294748.000000 Penalty: 6042.701172
	Iteration 53Q: 3 clusters Score -2.429475e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193910 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -24294750.000000 Penalty: 6042.701172
	Iteration 54Q: 3 clusters Score -2.429475e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193916 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -24294742.000000 Penalty: 6042.701172
	Iteration 55Q: 3 clusters Score -2.429474e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193922 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -24294750.000000 Penalty: 6042.701172
	Iteration 56Q: 3 clusters Score -2.429475e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193930 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -24294740.000000 Penalty: 6042.701172
	Iteration 57Q: 3 clusters Score -2.429474e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193941 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -24294744.000000 Penalty: 6042.701172
	Iteration 58Q: 3 clusters Score -2.429474e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193949 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -24294742.000000 Penalty: 6042.701172
	Iteration 59Q: 3 clusters Score -2.429474e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193955 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -24294738.000000 Penalty: 6042.701172
	Iteration 60F: 3 clusters Score -2.429474e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193967 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -24294742.000000 Penalty: 6042.701172
	Iteration 61Q: 3 clusters Score -2.429474e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193984 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -24294748.000000 Penalty: 6042.701172
	Iteration 62Q: 3 clusters Score -2.429475e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194001 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -24294728.000000 Penalty: 6042.701172
	Iteration 63Q: 3 clusters Score -2.429473e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194017 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -24294730.000000 Penalty: 6042.701172
	Iteration 64Q: 3 clusters Score -2.429473e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194029 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -24294734.000000 Penalty: 6042.701172
	Iteration 65Q: 3 clusters Score -2.429473e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194034 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -24294732.000000 Penalty: 6042.701172
	Iteration 66Q: 3 clusters Score -2.429473e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194038 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -24294724.000000 Penalty: 6042.701172
	Iteration 67Q: 3 clusters Score -2.429472e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194042 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -24294726.000000 Penalty: 6042.701172
	Iteration 68Q: 3 clusters Score -2.429473e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194046 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -24294728.000000 Penalty: 6042.701172
	Iteration 69Q: 3 clusters Score -2.429473e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194051 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -24294738.000000 Penalty: 6042.701172
	Iteration 70Q: 3 clusters Score -2.429474e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194058 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -24294734.000000 Penalty: 6042.701172
	Iteration 71Q: 3 clusters Score -2.429473e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194061 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -24294740.000000 Penalty: 6042.701172
	Iteration 72Q: 3 clusters Score -2.429474e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194066 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -24294740.000000 Penalty: 6042.701172
	Iteration 73Q: 3 clusters Score -2.429474e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194071 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -24294750.000000 Penalty: 6042.701172
	Iteration 74Q: 3 clusters Score -2.429475e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194077 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -24294734.000000 Penalty: 6042.701172
	Iteration 75Q: 3 clusters Score -2.429473e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194080 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -24294738.000000 Penalty: 6042.701172
	Iteration 76Q: 3 clusters Score -2.429474e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194080 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -24294736.000000 Penalty: 6042.701172
	Iteration 77Q: 3 clusters Score -2.429474e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194079 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -24294750.000000 Penalty: 6042.701172
	Iteration 78Q: 3 clusters Score -2.429475e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194080 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -24294746.000000 Penalty: 6042.701172
	Iteration 79Q: 3 clusters Score -2.429475e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194080 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -24294746.000000 Penalty: 6042.701172
	Iteration 80F: 3 clusters Score -2.429475e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Entering Unmasked Estep 
Score: -250467.468750 Penalty: 1916.865356
	Iteration 0F: 2 clusters Score -250467.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -247761.734375 Penalty: 3833.730713
	Iteration 0F: 3 clusters Score -247761.7 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -248383.812500 Penalty: 3833.730713
	Iteration 1F: 3 clusters Score -248383.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -248609.921875 Penalty: 3833.730713
	Iteration 2F: 3 clusters Score -248609.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -248787.718750 Penalty: 3833.730713
	Iteration 3F: 3 clusters Score -248787.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -248945.937500 Penalty: 3833.730713
	Iteration 4F: 3 clusters Score -248945.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -249122.875000 Penalty: 3833.730713
	Iteration 5F: 3 clusters Score -249122.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -249338.343750 Penalty: 3833.730713
	Iteration 6F: 3 clusters Score -249338.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -249683.234375 Penalty: 3833.730713
	Iteration 7F: 3 clusters Score -249683.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -250013.828125 Penalty: 3833.730713
	Iteration 8F: 3 clusters Score -250013.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -250262.343750 Penalty: 3833.730713
	Iteration 9Q: 3 clusters Score -250262.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -250409.593750 Penalty: 3833.730713
	Iteration 10Q: 3 clusters Score -250409.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -250483.828125 Penalty: 3833.730713
	Iteration 11Q: 3 clusters Score -250483.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -250518.281250 Penalty: 3833.730713
	Iteration 12Q: 3 clusters Score -250518.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -250532.609375 Penalty: 3833.730713
	Iteration 13Q: 3 clusters Score -250532.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -250537.828125 Penalty: 3833.730713
	Iteration 14Q: 3 clusters Score -250537.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -250540.218750 Penalty: 3833.730713
	Iteration 15Q: 3 clusters Score -250540.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -250543.500000 Penalty: 3833.730713
	Iteration 16Q: 3 clusters Score -250543.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -250548.359375 Penalty: 3833.730713
	Iteration 17Q: 3 clusters Score -250548.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -250551.468750 Penalty: 3833.730713
	Iteration 18Q: 3 clusters Score -250551.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -250554.156250 Penalty: 3833.730713
	Iteration 19F: 3 clusters Score -250554.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -250557.640625 Penalty: 3833.730713
	Iteration 20F: 3 clusters Score -250557.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -250564.093750 Penalty: 3833.730713
	Iteration 21Q: 3 clusters Score -250564.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -250567.046875 Penalty: 3833.730713
	Iteration 22Q: 3 clusters Score -250567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -250568.625000 Penalty: 3833.730713
	Iteration 23Q: 3 clusters Score -250568.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -250568.625000 Penalty: 3833.730713
	Iteration 24F: 3 clusters Score -250568.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 14389 members 
Mstep: Class 3 contains 54667 members 
Mstep: Class 4 contains 36650 members 
Mstep: Class 5 contains 6646 members 
Mstep: Class 6 contains 3082 members 
Mstep: Class 7 contains 27714 members 
Mstep: Class 8 contains 75563 members 
Mstep: Class 9 contains 6594 members 
Mstep: Class 10 contains 107965 members 
Mstep: Class 11 contains 27208 members 
Mstep: Class 12 contains 4243 members 
Mstep: Class 13 contains 195412 members 
Mstep: Class 14 contains 2025 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1834 members 
Mstep: Class 17 contains 249 members 
Mstep: Class 19 contains 57359 members 
Mstep: Class 20 contains 205304 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5824 members 
Entering Unmasked Estep 
Score: -104762392.000000 Penalty: 71150.023438
Splitting cluster 14 changes total score from -104763816.000000 to -104762392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (1341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Entering Unmasked Estep 
Score: -153709.578125 Penalty: 1785.890381
	Iteration 0F: 2 clusters Score -153709.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -151483.421875 Penalty: 3571.780762
	Iteration 0F: 3 clusters Score -151483.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -152006.390625 Penalty: 3571.780762
	Iteration 1F: 3 clusters Score -152006.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -152497.406250 Penalty: 3571.780762
	Iteration 2F: 3 clusters Score -152497.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -152959.328125 Penalty: 3571.780762
	Iteration 3F: 3 clusters Score -152959.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -153446.468750 Penalty: 3571.780762
	Iteration 4F: 3 clusters Score -153446.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -153689.265625 Penalty: 3571.780762
	Iteration 5F: 3 clusters Score -153689.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -153769.828125 Penalty: 3571.780762
	Iteration 6Q: 3 clusters Score -153769.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -153841.968750 Penalty: 3571.780762
	Iteration 7Q: 3 clusters Score -153842 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -153877.187500 Penalty: 3571.780762
	Iteration 8Q: 3 clusters Score -153877.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -153927.953125 Penalty: 3571.780762
	Iteration 9Q: 3 clusters Score -153928 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -153971.406250 Penalty: 3571.780762
	Iteration 10Q: 3 clusters Score -153971.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -154008.281250 Penalty: 3571.780762
	Iteration 11Q: 3 clusters Score -154008.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -154060.046875 Penalty: 3571.780762
	Iteration 12Q: 3 clusters Score -154060 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -154105.296875 Penalty: 3571.780762
	Iteration 13Q: 3 clusters Score -154105.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -154137.562500 Penalty: 3571.780762
	Iteration 14Q: 3 clusters Score -154137.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -154162.781250 Penalty: 3571.780762
	Iteration 15Q: 3 clusters Score -154162.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -154168.343750 Penalty: 3571.780762
	Iteration 16Q: 3 clusters Score -154168.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -154171.125000 Penalty: 3571.780762
	Iteration 17Q: 3 clusters Score -154171.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -154174.203125 Penalty: 3571.780762
	Iteration 18Q: 3 clusters Score -154174.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -154176.234375 Penalty: 3571.780762
	Iteration 19Q: 3 clusters Score -154176.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -154179.093750 Penalty: 3571.780762
	Iteration 20F: 3 clusters Score -154179.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -154185.250000 Penalty: 3571.780762
	Iteration 21Q: 3 clusters Score -154185.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -154191.984375 Penalty: 3571.780762
	Iteration 22Q: 3 clusters Score -154192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -154198.000000 Penalty: 3571.780762
	Iteration 23Q: 3 clusters Score -154198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -154202.671875 Penalty: 3571.780762
	Iteration 24Q: 3 clusters Score -154202.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -154207.578125 Penalty: 3571.780762
	Iteration 25Q: 3 clusters Score -154207.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -154211.609375 Penalty: 3571.780762
	Iteration 26Q: 3 clusters Score -154211.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -154212.796875 Penalty: 3571.780762
	Iteration 27Q: 3 clusters Score -154212.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -154217.390625 Penalty: 3571.780762
	Iteration 28Q: 3 clusters Score -154217.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -154224.109375 Penalty: 3571.780762
	Iteration 29Q: 3 clusters Score -154224.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -154232.953125 Penalty: 3571.780762
	Iteration 30Q: 3 clusters Score -154233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -154235.109375 Penalty: 3571.780762
	Iteration 31Q: 3 clusters Score -154235.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -154236.328125 Penalty: 3571.780762
	Iteration 32Q: 3 clusters Score -154236.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -154236.328125 Penalty: 3571.780762
	Iteration 33F: 3 clusters Score -154236.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 14389 members 
Mstep: Class 3 contains 54667 members 
Mstep: Class 4 contains 36650 members 
Mstep: Class 5 contains 6646 members 
Mstep: Class 6 contains 3082 members 
Mstep: Class 7 contains 27714 members 
Mstep: Class 8 contains 75563 members 
Mstep: Class 9 contains 6594 members 
Mstep: Class 10 contains 107965 members 
Mstep: Class 11 contains 27208 members 
Mstep: Class 12 contains 4243 members 
Mstep: Class 13 contains 195412 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 932 members 
Mstep: Class 16 contains 1834 members 
Mstep: Class 17 contains 409 members 
Mstep: Class 19 contains 57359 members 
Mstep: Class 20 contains 205304 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5824 members 
Entering Unmasked Estep 
Score: -104762608.000000 Penalty: 71150.023438
Splitting cluster 15 changes total score from -104763816.000000 to -104762608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (1834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Entering Unmasked Estep 
Score: -219655.250000 Penalty: 1863.535156
	Iteration 0F: 2 clusters Score -219655.2 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 917 members 
Entering Unmasked Estep 
Score: -217137.578125 Penalty: 3727.070312
	Iteration 0F: 3 clusters Score -217137.6 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -217571.812500 Penalty: 3727.070312
	Iteration 1F: 3 clusters Score -217571.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -217716.078125 Penalty: 3727.070312
	Iteration 2F: 3 clusters Score -217716.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -217784.046875 Penalty: 3727.070312
	Iteration 3Q: 3 clusters Score -217784 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -217842.234375 Penalty: 3727.070312
	Iteration 4Q: 3 clusters Score -217842.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -217881.593750 Penalty: 3727.070312
	Iteration 5Q: 3 clusters Score -217881.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -217915.828125 Penalty: 3727.070312
	Iteration 6Q: 3 clusters Score -217915.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -217942.531250 Penalty: 3727.070312
	Iteration 7Q: 3 clusters Score -217942.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -217966.343750 Penalty: 3727.070312
	Iteration 8Q: 3 clusters Score -217966.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -217980.437500 Penalty: 3727.070312
	Iteration 9Q: 3 clusters Score -217980.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -217991.250000 Penalty: 3727.070312
	Iteration 10Q: 3 clusters Score -217991.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -217996.125000 Penalty: 3727.070312
	Iteration 11Q: 3 clusters Score -217996.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -217999.312500 Penalty: 3727.070312
	Iteration 12Q: 3 clusters Score -217999.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -218001.234375 Penalty: 3727.070312
	Iteration 13Q: 3 clusters Score -218001.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -218002.515625 Penalty: 3727.070312
	Iteration 14Q: 3 clusters Score -218002.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -218003.890625 Penalty: 3727.070312
	Iteration 15Q: 3 clusters Score -218003.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -218010.468750 Penalty: 3727.070312
	Iteration 16Q: 3 clusters Score -218010.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -218019.156250 Penalty: 3727.070312
	Iteration 17Q: 3 clusters Score -218019.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -218025.515625 Penalty: 3727.070312
	Iteration 18Q: 3 clusters Score -218025.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -218030.390625 Penalty: 3727.070312
	Iteration 19Q: 3 clusters Score -218030.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -218034.062500 Penalty: 3727.070312
	Iteration 20F: 3 clusters Score -218034.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -218036.515625 Penalty: 3727.070312
	Iteration 21Q: 3 clusters Score -218036.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -218038.640625 Penalty: 3727.070312
	Iteration 22Q: 3 clusters Score -218038.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -218039.750000 Penalty: 3727.070312
	Iteration 23Q: 3 clusters Score -218039.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -218039.750000 Penalty: 3727.070312
	Iteration 24F: 3 clusters Score -218039.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (57359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57359 members 
Entering Unmasked Estep 
Score: -6961147.500000 Penalty: 2717.356934
	Iteration 0F: 2 clusters Score -6961148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -6922564.500000 Penalty: 5434.713867
	Iteration 0F: 3 clusters Score -6922564 nChanged 26617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 30191 members 
Entering Unmasked Estep 
Score: -6937552.000000 Penalty: 5434.713867
	Iteration 1F: 3 clusters Score -6937552 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26142 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -6938218.500000 Penalty: 5434.713867
	Iteration 2Q: 3 clusters Score -6938218 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 32722 members 
Entering Unmasked Estep 
Score: -6938966.000000 Penalty: 5434.713867
	Iteration 3Q: 3 clusters Score -6938966 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -6940012.000000 Penalty: 5434.713867
	Iteration 4Q: 3 clusters Score -6940012 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -6941699.500000 Penalty: 5434.713867
	Iteration 5F: 3 clusters Score -6941700 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 41901 members 
Entering Unmasked Estep 
Score: -6944572.500000 Penalty: 5434.713867
	Iteration 6F: 3 clusters Score -6944572 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 46736 members 
Entering Unmasked Estep 
Score: -6948827.000000 Penalty: 5434.713867
	Iteration 7F: 3 clusters Score -6948827 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 51334 members 
Entering Unmasked Estep 
Score: -6953188.500000 Penalty: 5434.713867
	Iteration 8F: 3 clusters Score -6953188 nChanged 3238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 54570 members 
Entering Unmasked Estep 
Score: -6956356.000000 Penalty: 5434.713867
	Iteration 9F: 3 clusters Score -6956356 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 56153 members 
Entering Unmasked Estep 
Score: -6957821.000000 Penalty: 5434.713867
	Iteration 10Q: 3 clusters Score -6957821 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 56767 members 
Entering Unmasked Estep 
Score: -6958346.000000 Penalty: 5434.713867
	Iteration 11Q: 3 clusters Score -6958346 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 56955 members 
Entering Unmasked Estep 
Score: -6958522.000000 Penalty: 5434.713867
	Iteration 12Q: 3 clusters Score -6958522 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 57023 members 
Entering Unmasked Estep 
Score: -6958581.500000 Penalty: 5434.713867
	Iteration 13Q: 3 clusters Score -6958582 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 57053 members 
Entering Unmasked Estep 
Score: -6958641.500000 Penalty: 5434.713867
	Iteration 14Q: 3 clusters Score -6958642 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 57073 members 
Entering Unmasked Estep 
Score: -6958675.500000 Penalty: 5434.713867
	Iteration 15Q: 3 clusters Score -6958676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 57083 members 
Entering Unmasked Estep 
Score: -6958700.500000 Penalty: 5434.713867
	Iteration 16Q: 3 clusters Score -6958700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 57095 members 
Entering Unmasked Estep 
Score: -6958722.000000 Penalty: 5434.713867
	Iteration 17Q: 3 clusters Score -6958722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 57103 members 
Entering Unmasked Estep 
Score: -6958724.500000 Penalty: 5434.713867
	Iteration 18Q: 3 clusters Score -6958724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 57106 members 
Entering Unmasked Estep 
Score: -6958736.500000 Penalty: 5434.713867
	Iteration 19Q: 3 clusters Score -6958736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 57108 members 
Entering Unmasked Estep 
Score: -6958748.000000 Penalty: 5434.713867
	Iteration 20F: 3 clusters Score -6958748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 57111 members 
Entering Unmasked Estep 
Score: -6958768.500000 Penalty: 5434.713867
	Iteration 21Q: 3 clusters Score -6958768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 57112 members 
Entering Unmasked Estep 
Score: -6958770.000000 Penalty: 5434.713867
	Iteration 22Q: 3 clusters Score -6958770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 57115 members 
Entering Unmasked Estep 
Score: -6958776.500000 Penalty: 5434.713867
	Iteration 23Q: 3 clusters Score -6958776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 57116 members 
Entering Unmasked Estep 
Score: -6958770.500000 Penalty: 5434.713867
	Iteration 24Q: 3 clusters Score -6958770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 57118 members 
Entering Unmasked Estep 
Score: -6958778.000000 Penalty: 5434.713867
	Iteration 25Q: 3 clusters Score -6958778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 57122 members 
Entering Unmasked Estep 
Score: -6958787.000000 Penalty: 5434.713867
	Iteration 26Q: 3 clusters Score -6958787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 57124 members 
Entering Unmasked Estep 
Score: -6958795.000000 Penalty: 5434.713867
	Iteration 27Q: 3 clusters Score -6958795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 57123 members 
Entering Unmasked Estep 
Score: -6958800.500000 Penalty: 5434.713867
	Iteration 28Q: 3 clusters Score -6958800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 57123 members 
Entering Unmasked Estep 
Score: -6958800.500000 Penalty: 5434.713867
	Iteration 29F: 3 clusters Score -6958800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (205304 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205304 members 
Entering Unmasked Estep 
Score: -25512166.000000 Penalty: 3033.597412
	Iteration 0F: 2 clusters Score -2.551217e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102466 members 
Mstep: Class 2 contains 102838 members 
Entering Unmasked Estep 
Score: -25377284.000000 Penalty: 6067.194824
	Iteration 0F: 3 clusters Score -2.537728e+07 nChanged 98849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99611 members 
Mstep: Class 2 contains 105693 members 
Entering Unmasked Estep 
Score: -25436054.000000 Penalty: 6067.194824
	Iteration 1F: 3 clusters Score -2.543605e+07 nChanged 6432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98141 members 
Mstep: Class 2 contains 107163 members 
Entering Unmasked Estep 
Score: -25437760.000000 Penalty: 6067.194824
	Iteration 2Q: 3 clusters Score -2.543776e+07 nChanged 7142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95925 members 
Mstep: Class 2 contains 109379 members 
Entering Unmasked Estep 
Score: -25440388.000000 Penalty: 6067.194824
	Iteration 3Q: 3 clusters Score -2.544039e+07 nChanged 8370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92729 members 
Mstep: Class 2 contains 112575 members 
Entering Unmasked Estep 
Score: -25443728.000000 Penalty: 6067.194824
	Iteration 4Q: 3 clusters Score -2.544373e+07 nChanged 9748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88393 members 
Mstep: Class 2 contains 116911 members 
Entering Unmasked Estep 
Score: -25448448.000000 Penalty: 6067.194824
	Iteration 5Q: 3 clusters Score -2.544845e+07 nChanged 10988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83043 members 
Mstep: Class 2 contains 122261 members 
Entering Unmasked Estep 
Score: -25454872.000000 Penalty: 6067.194824
	Iteration 6F: 3 clusters Score -2.545487e+07 nChanged 11981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76932 members 
Mstep: Class 2 contains 128372 members 
Entering Unmasked Estep 
Score: -25462688.000000 Penalty: 6067.194824
	Iteration 7F: 3 clusters Score -2.546269e+07 nChanged 12501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70713 members 
Mstep: Class 2 contains 134591 members 
Entering Unmasked Estep 
Score: -25471552.000000 Penalty: 6067.194824
	Iteration 8F: 3 clusters Score -2.547155e+07 nChanged 11946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65325 members 
Mstep: Class 2 contains 139979 members 
Entering Unmasked Estep 
Score: -25479794.000000 Penalty: 6067.194824
	Iteration 9F: 3 clusters Score -2.547979e+07 nChanged 10206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61303 members 
Mstep: Class 2 contains 144001 members 
Entering Unmasked Estep 
Score: -25485902.000000 Penalty: 6067.194824
	Iteration 10Q: 3 clusters Score -2.54859e+07 nChanged 7819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58182 members 
Mstep: Class 2 contains 147122 members 
Entering Unmasked Estep 
Score: -25489332.000000 Penalty: 6067.194824
	Iteration 11Q: 3 clusters Score -2.548933e+07 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55518 members 
Mstep: Class 2 contains 149786 members 
Entering Unmasked Estep 
Score: -25491166.000000 Penalty: 6067.194824
	Iteration 12Q: 3 clusters Score -2.549117e+07 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53063 members 
Mstep: Class 2 contains 152241 members 
Entering Unmasked Estep 
Score: -25492298.000000 Penalty: 6067.194824
	Iteration 13Q: 3 clusters Score -2.54923e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50757 members 
Mstep: Class 2 contains 154547 members 
Entering Unmasked Estep 
Score: -25493076.000000 Penalty: 6067.194824
	Iteration 14Q: 3 clusters Score -2.549308e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48445 members 
Mstep: Class 2 contains 156859 members 
Entering Unmasked Estep 
Score: -25493736.000000 Penalty: 6067.194824
	Iteration 15Q: 3 clusters Score -2.549374e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46048 members 
Mstep: Class 2 contains 159256 members 
Entering Unmasked Estep 
Score: -25494318.000000 Penalty: 6067.194824
	Iteration 16Q: 3 clusters Score -2.549432e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43649 members 
Mstep: Class 2 contains 161655 members 
Entering Unmasked Estep 
Score: -25494914.000000 Penalty: 6067.194824
	Iteration 17Q: 3 clusters Score -2.549491e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41219 members 
Mstep: Class 2 contains 164085 members 
Entering Unmasked Estep 
Score: -25495640.000000 Penalty: 6067.194824
	Iteration 18Q: 3 clusters Score -2.549564e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38768 members 
Mstep: Class 2 contains 166536 members 
Entering Unmasked Estep 
Score: -25496222.000000 Penalty: 6067.194824
	Iteration 19Q: 3 clusters Score -2.549622e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 169068 members 
Entering Unmasked Estep 
Score: -25496894.000000 Penalty: 6067.194824
	Iteration 20F: 3 clusters Score -2.549689e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33693 members 
Mstep: Class 2 contains 171611 members 
Entering Unmasked Estep 
Score: -25497564.000000 Penalty: 6067.194824
	Iteration 21Q: 3 clusters Score -2.549756e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31283 members 
Mstep: Class 2 contains 174021 members 
Entering Unmasked Estep 
Score: -25498174.000000 Penalty: 6067.194824
	Iteration 22Q: 3 clusters Score -2.549817e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28925 members 
Mstep: Class 2 contains 176379 members 
Entering Unmasked Estep 
Score: -25498908.000000 Penalty: 6067.194824
	Iteration 23Q: 3 clusters Score -2.549891e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 178754 members 
Entering Unmasked Estep 
Score: -25499690.000000 Penalty: 6067.194824
	Iteration 24Q: 3 clusters Score -2.549969e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 181099 members 
Entering Unmasked Estep 
Score: -25500516.000000 Penalty: 6067.194824
	Iteration 25Q: 3 clusters Score -2.550052e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 183362 members 
Entering Unmasked Estep 
Score: -25501242.000000 Penalty: 6067.194824
	Iteration 26Q: 3 clusters Score -2.550124e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 185531 members 
Entering Unmasked Estep 
Score: -25502070.000000 Penalty: 6067.194824
	Iteration 27Q: 3 clusters Score -2.550207e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 187613 members 
Entering Unmasked Estep 
Score: -25502848.000000 Penalty: 6067.194824
	Iteration 28Q: 3 clusters Score -2.550285e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 189644 members 
Entering Unmasked Estep 
Score: -25503648.000000 Penalty: 6067.194824
	Iteration 29Q: 3 clusters Score -2.550365e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 191579 members 
Entering Unmasked Estep 
Score: -25504372.000000 Penalty: 6067.194824
	Iteration 30Q: 3 clusters Score -2.550437e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 193397 members 
Entering Unmasked Estep 
Score: -25505216.000000 Penalty: 6067.194824
	Iteration 31Q: 3 clusters Score -2.550522e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 195072 members 
Entering Unmasked Estep 
Score: -25505928.000000 Penalty: 6067.194824
	Iteration 32Q: 3 clusters Score -2.550593e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 196571 members 
Entering Unmasked Estep 
Score: -25506486.000000 Penalty: 6067.194824
	Iteration 33Q: 3 clusters Score -2.550649e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 197846 members 
Entering Unmasked Estep 
Score: -25506960.000000 Penalty: 6067.194824
	Iteration 34Q: 3 clusters Score -2.550696e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 198951 members 
Entering Unmasked Estep 
Score: -25507366.000000 Penalty: 6067.194824
	Iteration 35Q: 3 clusters Score -2.550737e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 199888 members 
Entering Unmasked Estep 
Score: -25507804.000000 Penalty: 6067.194824
	Iteration 36Q: 3 clusters Score -2.55078e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 200668 members 
Entering Unmasked Estep 
Score: -25508238.000000 Penalty: 6067.194824
	Iteration 37Q: 3 clusters Score -2.550824e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 201319 members 
Entering Unmasked Estep 
Score: -25508476.000000 Penalty: 6067.194824
	Iteration 38Q: 3 clusters Score -2.550848e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 201842 members 
Entering Unmasked Estep 
Score: -25508722.000000 Penalty: 6067.194824
	Iteration 39Q: 3 clusters Score -2.550872e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 202250 members 
Entering Unmasked Estep 
Score: -25508912.000000 Penalty: 6067.194824
	Iteration 40F: 3 clusters Score -2.550891e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 202563 members 
Entering Unmasked Estep 
Score: -25509116.000000 Penalty: 6067.194824
	Iteration 41Q: 3 clusters Score -2.550912e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 202811 members 
Entering Unmasked Estep 
Score: -25509136.000000 Penalty: 6067.194824
	Iteration 42Q: 3 clusters Score -2.550914e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 203013 members 
Entering Unmasked Estep 
Score: -25509258.000000 Penalty: 6067.194824
	Iteration 43Q: 3 clusters Score -2.550926e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 203172 members 
Entering Unmasked Estep 
Score: -25509316.000000 Penalty: 6067.194824
	Iteration 44Q: 3 clusters Score -2.550932e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 203295 members 
Entering Unmasked Estep 
Score: -25509374.000000 Penalty: 6067.194824
	Iteration 45Q: 3 clusters Score -2.550937e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 203385 members 
Entering Unmasked Estep 
Score: -25509386.000000 Penalty: 6067.194824
	Iteration 46Q: 3 clusters Score -2.550939e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 203443 members 
Entering Unmasked Estep 
Score: -25509424.000000 Penalty: 6067.194824
	Iteration 47Q: 3 clusters Score -2.550942e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 203494 members 
Entering Unmasked Estep 
Score: -25509480.000000 Penalty: 6067.194824
	Iteration 48Q: 3 clusters Score -2.550948e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 203543 members 
Entering Unmasked Estep 
Score: -25509486.000000 Penalty: 6067.194824
	Iteration 49Q: 3 clusters Score -2.550949e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 203585 members 
Entering Unmasked Estep 
Score: -25509498.000000 Penalty: 6067.194824
	Iteration 50Q: 3 clusters Score -2.55095e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 203623 members 
Entering Unmasked Estep 
Score: -25509520.000000 Penalty: 6067.194824
	Iteration 51Q: 3 clusters Score -2.550952e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 203655 members 
Entering Unmasked Estep 
Score: -25509522.000000 Penalty: 6067.194824
	Iteration 52Q: 3 clusters Score -2.550952e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 203681 members 
Entering Unmasked Estep 
Score: -25509540.000000 Penalty: 6067.194824
	Iteration 53Q: 3 clusters Score -2.550954e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 203695 members 
Entering Unmasked Estep 
Score: -25509556.000000 Penalty: 6067.194824
	Iteration 54Q: 3 clusters Score -2.550956e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 203708 members 
Entering Unmasked Estep 
Score: -25509560.000000 Penalty: 6067.194824
	Iteration 55Q: 3 clusters Score -2.550956e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 203729 members 
Entering Unmasked Estep 
Score: -25509578.000000 Penalty: 6067.194824
	Iteration 56Q: 3 clusters Score -2.550958e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 203743 members 
Entering Unmasked Estep 
Score: -25509570.000000 Penalty: 6067.194824
	Iteration 57Q: 3 clusters Score -2.550957e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 203768 members 
Entering Unmasked Estep 
Score: -25509586.000000 Penalty: 6067.194824
	Iteration 58Q: 3 clusters Score -2.550959e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 203790 members 
Entering Unmasked Estep 
Score: -25509606.000000 Penalty: 6067.194824
	Iteration 59Q: 3 clusters Score -2.550961e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 203810 members 
Entering Unmasked Estep 
Score: -25509622.000000 Penalty: 6067.194824
	Iteration 60F: 3 clusters Score -2.550962e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 203818 members 
Entering Unmasked Estep 
Score: -25509606.000000 Penalty: 6067.194824
	Iteration 61Q: 3 clusters Score -2.550961e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 203834 members 
Entering Unmasked Estep 
Score: -25509620.000000 Penalty: 6067.194824
	Iteration 62Q: 3 clusters Score -2.550962e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 203848 members 
Entering Unmasked Estep 
Score: -25509606.000000 Penalty: 6067.194824
	Iteration 63Q: 3 clusters Score -2.550961e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 203866 members 
Entering Unmasked Estep 
Score: -25509606.000000 Penalty: 6067.194824
	Iteration 64Q: 3 clusters Score -2.550961e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 203879 members 
Entering Unmasked Estep 
Score: -25509620.000000 Penalty: 6067.194824
	Iteration 65Q: 3 clusters Score -2.550962e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 203892 members 
Entering Unmasked Estep 
Score: -25509662.000000 Penalty: 6067.194824
	Iteration 66Q: 3 clusters Score -2.550966e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 203902 members 
Entering Unmasked Estep 
Score: -25509656.000000 Penalty: 6067.194824
	Iteration 67Q: 3 clusters Score -2.550966e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 203907 members 
Entering Unmasked Estep 
Score: -25509654.000000 Penalty: 6067.194824
	Iteration 68Q: 3 clusters Score -2.550965e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 203917 members 
Entering Unmasked Estep 
Score: -25509654.000000 Penalty: 6067.194824
	Iteration 69Q: 3 clusters Score -2.550965e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 203923 members 
Entering Unmasked Estep 
Score: -25509644.000000 Penalty: 6067.194824
	Iteration 70Q: 3 clusters Score -2.550964e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 203929 members 
Entering Unmasked Estep 
Score: -25509666.000000 Penalty: 6067.194824
	Iteration 71Q: 3 clusters Score -2.550967e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 203931 members 
Entering Unmasked Estep 
Score: -25509656.000000 Penalty: 6067.194824
	Iteration 72Q: 3 clusters Score -2.550966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 203931 members 
Entering Unmasked Estep 
Score: -25509666.000000 Penalty: 6067.194824
	Iteration 73Q: 3 clusters Score -2.550967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 203932 members 
Entering Unmasked Estep 
Score: -25509660.000000 Penalty: 6067.194824
	Iteration 74Q: 3 clusters Score -2.550966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 203931 members 
Entering Unmasked Estep 
Score: -25509662.000000 Penalty: 6067.194824
	Iteration 75Q: 3 clusters Score -2.550966e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 203931 members 
Entering Unmasked Estep 
Score: -25509662.000000 Penalty: 6067.194824
	Iteration 76F: 3 clusters Score -2.550966e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -161034.984375 Penalty: 1794.075928
	Iteration 0F: 2 clusters Score -161035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -158874.531250 Penalty: 3588.151855
	Iteration 0F: 3 clusters Score -158874.5 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -159263.296875 Penalty: 3588.151855
	Iteration 1F: 3 clusters Score -159263.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -159395.937500 Penalty: 3588.151855
	Iteration 2F: 3 clusters Score -159395.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -159466.703125 Penalty: 3588.151855
	Iteration 3Q: 3 clusters Score -159466.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -159539.062500 Penalty: 3588.151855
	Iteration 4Q: 3 clusters Score -159539.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -159602.265625 Penalty: 3588.151855
	Iteration 5Q: 3 clusters Score -159602.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -159683.015625 Penalty: 3588.151855
	Iteration 6Q: 3 clusters Score -159683 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -159796.828125 Penalty: 3588.151855
	Iteration 7Q: 3 clusters Score -159796.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -160009.718750 Penalty: 3588.151855
	Iteration 8Q: 3 clusters Score -160009.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -160397.765625 Penalty: 3588.151855
	Iteration 9F: 3 clusters Score -160397.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -160705.109375 Penalty: 3588.151855
	Iteration 10Q: 3 clusters Score -160705.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -160896.078125 Penalty: 3588.151855
	Iteration 11F: 3 clusters Score -160896.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -161055.453125 Penalty: 3588.151855
	Iteration 12Q: 3 clusters Score -161055.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -161193.500000 Penalty: 3588.151855
	Iteration 13Q: 3 clusters Score -161193.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -161286.781250 Penalty: 3588.151855
	Iteration 14Q: 3 clusters Score -161286.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -161350.203125 Penalty: 3588.151855
	Iteration 15Q: 3 clusters Score -161350.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -161392.890625 Penalty: 3588.151855
	Iteration 16Q: 3 clusters Score -161392.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -161427.625000 Penalty: 3588.151855
	Iteration 17Q: 3 clusters Score -161427.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -161441.625000 Penalty: 3588.151855
	Iteration 18Q: 3 clusters Score -161441.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -161446.671875 Penalty: 3588.151855
	Iteration 19Q: 3 clusters Score -161446.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -161449.562500 Penalty: 3588.151855
	Iteration 20F: 3 clusters Score -161449.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 14389 members 
Mstep: Class 3 contains 54667 members 
Mstep: Class 4 contains 36650 members 
Mstep: Class 5 contains 6646 members 
Mstep: Class 6 contains 3082 members 
Mstep: Class 7 contains 27714 members 
Mstep: Class 8 contains 75563 members 
Mstep: Class 9 contains 6594 members 
Mstep: Class 10 contains 107965 members 
Mstep: Class 11 contains 27208 members 
Mstep: Class 12 contains 4243 members 
Mstep: Class 13 contains 195412 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1834 members 
Mstep: Class 17 contains 1016 members 
Mstep: Class 19 contains 57359 members 
Mstep: Class 20 contains 205304 members 
Mstep: Class 21 contains 370 members 
Mstep: Class 22 contains 5824 members 
Entering Unmasked Estep 
Score: -104762680.000000 Penalty: 71150.023438
Splitting cluster 21 changes total score from -104763816.000000 to -104762680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (5824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Entering Unmasked Estep 
Score: -687064.312500 Penalty: 2150.096191
	Iteration 0F: 2 clusters Score -687064.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -682100.812500 Penalty: 4300.192383
	Iteration 0F: 3 clusters Score -682100.8 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -683503.625000 Penalty: 4300.192383
	Iteration 1F: 3 clusters Score -683503.6 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -683914.937500 Penalty: 4300.192383
	Iteration 2F: 3 clusters Score -683914.9 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -684303.875000 Penalty: 4300.192383
	Iteration 3F: 3 clusters Score -684303.9 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -684668.750000 Penalty: 4300.192383
	Iteration 4F: 3 clusters Score -684668.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -685000.875000 Penalty: 4300.192383
	Iteration 5F: 3 clusters Score -685000.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -685245.375000 Penalty: 4300.192383
	Iteration 6F: 3 clusters Score -685245.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -685410.000000 Penalty: 4300.192383
	Iteration 7Q: 3 clusters Score -685410 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -685501.625000 Penalty: 4300.192383
	Iteration 8Q: 3 clusters Score -685501.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -685557.687500 Penalty: 4300.192383
	Iteration 9Q: 3 clusters Score -685557.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -685598.062500 Penalty: 4300.192383
	Iteration 10Q: 3 clusters Score -685598.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -685630.625000 Penalty: 4300.192383
	Iteration 11Q: 3 clusters Score -685630.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -685650.000000 Penalty: 4300.192383
	Iteration 12Q: 3 clusters Score -685650 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -685662.000000 Penalty: 4300.192383
	Iteration 13Q: 3 clusters Score -685662 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -685670.250000 Penalty: 4300.192383
	Iteration 14Q: 3 clusters Score -685670.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -685672.812500 Penalty: 4300.192383
	Iteration 15Q: 3 clusters Score -685672.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -685677.062500 Penalty: 4300.192383
	Iteration 16Q: 3 clusters Score -685677.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -685678.812500 Penalty: 4300.192383
	Iteration 17Q: 3 clusters Score -685678.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -685679.312500 Penalty: 4300.192383
	Iteration 18Q: 3 clusters Score -685679.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -685681.125000 Penalty: 4300.192383
	Iteration 19Q: 3 clusters Score -685681.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -685682.500000 Penalty: 4300.192383
	Iteration 20F: 3 clusters Score -685682.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -685683.125000 Penalty: 4300.192383
	Iteration 21Q: 3 clusters Score -685683.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -685684.875000 Penalty: 4300.192383
	Iteration 22Q: 3 clusters Score -685684.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -685684.875000 Penalty: 4300.192383
	Iteration 23F: 3 clusters Score -685684.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 14389 members 
Mstep: Class 3 contains 54667 members 
Mstep: Class 4 contains 36650 members 
Mstep: Class 5 contains 6646 members 
Mstep: Class 6 contains 3082 members 
Mstep: Class 7 contains 27714 members 
Mstep: Class 8 contains 75563 members 
Mstep: Class 9 contains 6594 members 
Mstep: Class 10 contains 107965 members 
Mstep: Class 11 contains 27208 members 
Mstep: Class 12 contains 4243 members 
Mstep: Class 13 contains 195412 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1834 members 
Mstep: Class 19 contains 57359 members 
Mstep: Class 20 contains 205304 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104763792.000000 Penalty: 67761.929688
Iteration 159Q: 21 clusters Score -1.047638e+08 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 14393 members 
Mstep: Class 3 contains 54675 members 
Mstep: Class 4 contains 36643 members 
Mstep: Class 5 contains 6645 members 
Mstep: Class 6 contains 3084 members 
Mstep: Class 7 contains 27724 members 
Mstep: Class 8 contains 75550 members 
Mstep: Class 9 contains 6594 members 
Mstep: Class 10 contains 107858 members 
Mstep: Class 11 contains 27193 members 
Mstep: Class 12 contains 4244 members 
Mstep: Class 13 contains 195586 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1835 members 
Mstep: Class 19 contains 57361 members 
Mstep: Class 20 contains 205244 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104763672.000000 Penalty: 67761.929688
Iteration 160F: 21 clusters Score -1.047637e+08 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 14398 members 
Mstep: Class 3 contains 54678 members 
Mstep: Class 4 contains 36632 members 
Mstep: Class 5 contains 6643 members 
Mstep: Class 6 contains 3080 members 
Mstep: Class 7 contains 27732 members 
Mstep: Class 8 contains 75538 members 
Mstep: Class 9 contains 6594 members 
Mstep: Class 10 contains 107754 members 
Mstep: Class 11 contains 27168 members 
Mstep: Class 12 contains 4245 members 
Mstep: Class 13 contains 195736 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1835 members 
Mstep: Class 19 contains 57366 members 
Mstep: Class 20 contains 205227 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5823 members 
Entering Unmasked Estep 
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Iteration 161Q: 21 clusters Score -1.047638e+08 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 14400 members 
Mstep: Class 3 contains 54681 members 
Mstep: Class 4 contains 36617 members 
Mstep: Class 5 contains 6645 members 
Mstep: Class 6 contains 3077 members 
Mstep: Class 7 contains 27742 members 
Mstep: Class 8 contains 75520 members 
Mstep: Class 9 contains 6594 members 
Mstep: Class 10 contains 107650 members 
Mstep: Class 11 contains 27139 members 
Mstep: Class 12 contains 4246 members 
Mstep: Class 13 contains 195910 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1835 members 
Mstep: Class 19 contains 57363 members 
Mstep: Class 20 contains 205206 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5822 members 
Entering Unmasked Estep 
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Iteration 162Q: 21 clusters Score -1.04764e+08 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 14404 members 
Mstep: Class 3 contains 54688 members 
Mstep: Class 4 contains 36609 members 
Mstep: Class 5 contains 6645 members 
Mstep: Class 6 contains 3073 members 
Mstep: Class 7 contains 27755 members 
Mstep: Class 8 contains 75506 members 
Mstep: Class 9 contains 6594 members 
Mstep: Class 10 contains 107550 members 
Mstep: Class 11 contains 27110 members 
Mstep: Class 12 contains 4247 members 
Mstep: Class 13 contains 196075 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1838 members 
Mstep: Class 19 contains 57357 members 
Mstep: Class 20 contains 205172 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5822 members 
Entering Unmasked Estep 
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Iteration 163Q: 21 clusters Score -1.04764e+08 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 14400 members 
Mstep: Class 3 contains 54683 members 
Mstep: Class 4 contains 36600 members 
Mstep: Class 5 contains 6645 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 27766 members 
Mstep: Class 8 contains 75506 members 
Mstep: Class 9 contains 6594 members 
Mstep: Class 10 contains 107475 members 
Mstep: Class 11 contains 27067 members 
Mstep: Class 12 contains 4246 members 
Mstep: Class 13 contains 196265 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1837 members 
Mstep: Class 19 contains 57346 members 
Mstep: Class 20 contains 205120 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5822 members 
Entering Unmasked Estep 
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Iteration 164Q: 21 clusters Score -1.047639e+08 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 14398 members 
Mstep: Class 3 contains 54676 members 
Mstep: Class 4 contains 36591 members 
Mstep: Class 5 contains 6645 members 
Mstep: Class 6 contains 3070 members 
Mstep: Class 7 contains 27768 members 
Mstep: Class 8 contains 75501 members 
Mstep: Class 9 contains 6594 members 
Mstep: Class 10 contains 107392 members 
Mstep: Class 11 contains 27032 members 
Mstep: Class 12 contains 4244 members 
Mstep: Class 13 contains 196447 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1838 members 
Mstep: Class 19 contains 57345 members 
Mstep: Class 20 contains 205080 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5822 members 
Entering Unmasked Estep 
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Iteration 165Q: 21 clusters Score -1.047639e+08 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 14390 members 
Mstep: Class 3 contains 54679 members 
Mstep: Class 4 contains 36579 members 
Mstep: Class 5 contains 6645 members 
Mstep: Class 6 contains 3069 members 
Mstep: Class 7 contains 27771 members 
Mstep: Class 8 contains 75487 members 
Mstep: Class 9 contains 6596 members 
Mstep: Class 10 contains 107328 members 
Mstep: Class 11 contains 26985 members 
Mstep: Class 12 contains 4245 members 
Mstep: Class 13 contains 196645 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1839 members 
Mstep: Class 19 contains 57343 members 
Mstep: Class 20 contains 205025 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5822 members 
Entering Unmasked Estep 
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Iteration 166Q: 21 clusters Score -1.047641e+08 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 14389 members 
Mstep: Class 3 contains 54680 members 
Mstep: Class 4 contains 36577 members 
Mstep: Class 5 contains 6645 members 
Mstep: Class 6 contains 3070 members 
Mstep: Class 7 contains 27780 members 
Mstep: Class 8 contains 75475 members 
Mstep: Class 9 contains 6595 members 
Mstep: Class 10 contains 107262 members 
Mstep: Class 11 contains 26953 members 
Mstep: Class 12 contains 4242 members 
Mstep: Class 13 contains 196871 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1838 members 
Mstep: Class 19 contains 57330 members 
Mstep: Class 20 contains 204917 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5822 members 
Entering Unmasked Estep 
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Iteration 167Q: 21 clusters Score -1.047641e+08 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 14384 members 
Mstep: Class 3 contains 54681 members 
Mstep: Class 4 contains 36571 members 
Mstep: Class 5 contains 6644 members 
Mstep: Class 6 contains 3072 members 
Mstep: Class 7 contains 27786 members 
Mstep: Class 8 contains 75458 members 
Mstep: Class 9 contains 6595 members 
Mstep: Class 10 contains 107205 members 
Mstep: Class 11 contains 26933 members 
Mstep: Class 12 contains 4244 members 
Mstep: Class 13 contains 197111 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1837 members 
Mstep: Class 19 contains 57304 members 
Mstep: Class 20 contains 204802 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5821 members 
Entering Unmasked Estep 
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Iteration 168Q: 21 clusters Score -1.047641e+08 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21949 members 
Mstep: Class 2 contains 14383 members 
Mstep: Class 3 contains 54681 members 
Mstep: Class 4 contains 36566 members 
Mstep: Class 5 contains 6644 members 
Mstep: Class 6 contains 3072 members 
Mstep: Class 7 contains 27787 members 
Mstep: Class 8 contains 75422 members 
Mstep: Class 9 contains 6595 members 
Mstep: Class 10 contains 107159 members 
Mstep: Class 11 contains 26910 members 
Mstep: Class 12 contains 4245 members 
Mstep: Class 13 contains 197366 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1836 members 
Mstep: Class 19 contains 57281 members 
Mstep: Class 20 contains 204683 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5820 members 
Entering Unmasked Estep 
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Iteration 169Q: 21 clusters Score -1.04764e+08 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21946 members 
Mstep: Class 2 contains 14379 members 
Mstep: Class 3 contains 54681 members 
Mstep: Class 4 contains 36563 members 
Mstep: Class 5 contains 6645 members 
Mstep: Class 6 contains 3073 members 
Mstep: Class 7 contains 27796 members 
Mstep: Class 8 contains 75392 members 
Mstep: Class 9 contains 6595 members 
Mstep: Class 10 contains 107100 members 
Mstep: Class 11 contains 26877 members 
Mstep: Class 12 contains 4243 members 
Mstep: Class 13 contains 197627 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1836 members 
Mstep: Class 19 contains 57249 members 
Mstep: Class 20 contains 204578 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5819 members 
Entering Unmasked Estep 
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Iteration 170Q: 21 clusters Score -1.04764e+08 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21948 members 
Mstep: Class 2 contains 14377 members 
Mstep: Class 3 contains 54681 members 
Mstep: Class 4 contains 36562 members 
Mstep: Class 5 contains 6645 members 
Mstep: Class 6 contains 3072 members 
Mstep: Class 7 contains 27802 members 
Mstep: Class 8 contains 75373 members 
Mstep: Class 9 contains 6595 members 
Mstep: Class 10 contains 107041 members 
Mstep: Class 11 contains 26853 members 
Mstep: Class 12 contains 4239 members 
Mstep: Class 13 contains 197883 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1836 members 
Mstep: Class 19 contains 57212 members 
Mstep: Class 20 contains 204464 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5816 members 
Entering Unmasked Estep 
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Iteration 171Q: 21 clusters Score -1.047642e+08 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21945 members 
Mstep: Class 2 contains 14377 members 
Mstep: Class 3 contains 54676 members 
Mstep: Class 4 contains 36562 members 
Mstep: Class 5 contains 6645 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 27811 members 
Mstep: Class 8 contains 75351 members 
Mstep: Class 9 contains 6595 members 
Mstep: Class 10 contains 106990 members 
Mstep: Class 11 contains 26818 members 
Mstep: Class 12 contains 4236 members 
Mstep: Class 13 contains 198152 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1838 members 
Mstep: Class 19 contains 57178 members 
Mstep: Class 20 contains 204341 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5813 members 
Entering Unmasked Estep 
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Iteration 172Q: 21 clusters Score -1.047642e+08 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 14371 members 
Mstep: Class 3 contains 54665 members 
Mstep: Class 4 contains 36561 members 
Mstep: Class 5 contains 6645 members 
Mstep: Class 6 contains 3073 members 
Mstep: Class 7 contains 27814 members 
Mstep: Class 8 contains 75330 members 
Mstep: Class 9 contains 6595 members 
Mstep: Class 10 contains 106930 members 
Mstep: Class 11 contains 26781 members 
Mstep: Class 12 contains 4235 members 
Mstep: Class 13 contains 198386 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1836 members 
Mstep: Class 19 contains 57156 members 
Mstep: Class 20 contains 204267 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5810 members 
Entering Unmasked Estep 
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Iteration 173Q: 21 clusters Score -1.047643e+08 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 14364 members 
Mstep: Class 3 contains 54659 members 
Mstep: Class 4 contains 36560 members 
Mstep: Class 5 contains 6645 members 
Mstep: Class 6 contains 3072 members 
Mstep: Class 7 contains 27813 members 
Mstep: Class 8 contains 75316 members 
Mstep: Class 9 contains 6595 members 
Mstep: Class 10 contains 106860 members 
Mstep: Class 11 contains 26753 members 
Mstep: Class 12 contains 4235 members 
Mstep: Class 13 contains 198656 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1835 members 
Mstep: Class 19 contains 57130 members 
Mstep: Class 20 contains 204160 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5807 members 
Entering Unmasked Estep 
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Iteration 174Q: 21 clusters Score -1.047644e+08 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 14370 members 
Mstep: Class 3 contains 54645 members 
Mstep: Class 4 contains 36558 members 
Mstep: Class 5 contains 6645 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 27815 members 
Mstep: Class 8 contains 75296 members 
Mstep: Class 9 contains 6596 members 
Mstep: Class 10 contains 106789 members 
Mstep: Class 11 contains 26727 members 
Mstep: Class 12 contains 4237 members 
Mstep: Class 13 contains 198968 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1835 members 
Mstep: Class 19 contains 57108 members 
Mstep: Class 20 contains 203997 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5806 members 
Entering Unmasked Estep 
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Iteration 175Q: 21 clusters Score -1.047645e+08 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 14370 members 
Mstep: Class 3 contains 54618 members 
Mstep: Class 4 contains 36554 members 
Mstep: Class 5 contains 6646 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 27813 members 
Mstep: Class 8 contains 75266 members 
Mstep: Class 9 contains 6596 members 
Mstep: Class 10 contains 106702 members 
Mstep: Class 11 contains 26703 members 
Mstep: Class 12 contains 4238 members 
Mstep: Class 13 contains 199258 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1835 members 
Mstep: Class 19 contains 57071 members 
Mstep: Class 20 contains 203917 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5804 members 
Entering Unmasked Estep 
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Iteration 176Q: 21 clusters Score -1.047647e+08 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 14374 members 
Mstep: Class 3 contains 54597 members 
Mstep: Class 4 contains 36549 members 
Mstep: Class 5 contains 6648 members 
Mstep: Class 6 contains 3072 members 
Mstep: Class 7 contains 27812 members 
Mstep: Class 8 contains 75240 members 
Mstep: Class 9 contains 6595 members 
Mstep: Class 10 contains 106614 members 
Mstep: Class 11 contains 26671 members 
Mstep: Class 12 contains 4240 members 
Mstep: Class 13 contains 199570 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1835 members 
Mstep: Class 19 contains 57030 members 
Mstep: Class 20 contains 203814 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5801 members 
Entering Unmasked Estep 
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Iteration 177Q: 21 clusters Score -1.047647e+08 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 14371 members 
Mstep: Class 3 contains 54592 members 
Mstep: Class 4 contains 36545 members 
Mstep: Class 5 contains 6647 members 
Mstep: Class 6 contains 3074 members 
Mstep: Class 7 contains 27807 members 
Mstep: Class 8 contains 75216 members 
Mstep: Class 9 contains 6595 members 
Mstep: Class 10 contains 106552 members 
Mstep: Class 11 contains 26641 members 
Mstep: Class 12 contains 4240 members 
Mstep: Class 13 contains 199846 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1834 members 
Mstep: Class 19 contains 56991 members 
Mstep: Class 20 contains 203716 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5799 members 
Entering Unmasked Estep 
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Iteration 178Q: 21 clusters Score -1.047648e+08 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 14371 members 
Mstep: Class 3 contains 54585 members 
Mstep: Class 4 contains 36539 members 
Mstep: Class 5 contains 6649 members 
Mstep: Class 6 contains 3076 members 
Mstep: Class 7 contains 27807 members 
Mstep: Class 8 contains 75180 members 
Mstep: Class 9 contains 6595 members 
Mstep: Class 10 contains 106462 members 
Mstep: Class 11 contains 26615 members 
Mstep: Class 12 contains 4234 members 
Mstep: Class 13 contains 200125 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1834 members 
Mstep: Class 19 contains 56959 members 
Mstep: Class 20 contains 203636 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5797 members 
Entering Unmasked Estep 
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Iteration 179Q: 21 clusters Score -1.047647e+08 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 14378 members 
Mstep: Class 3 contains 54566 members 
Mstep: Class 4 contains 36529 members 
Mstep: Class 5 contains 6648 members 
Mstep: Class 6 contains 3075 members 
Mstep: Class 7 contains 27795 members 
Mstep: Class 8 contains 75137 members 
Mstep: Class 9 contains 6595 members 
Mstep: Class 10 contains 106378 members 
Mstep: Class 11 contains 26587 members 
Mstep: Class 12 contains 4233 members 
Mstep: Class 13 contains 200383 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1833 members 
Mstep: Class 19 contains 56939 members 
Mstep: Class 20 contains 203598 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5789 members 
Entering Unmasked Estep 
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Iteration 180F: 21 clusters Score -1.047646e+08 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21939 members 
Mstep: Class 2 contains 14381 members 
Mstep: Class 3 contains 54540 members 
Mstep: Class 4 contains 36521 members 
Mstep: Class 5 contains 6648 members 
Mstep: Class 6 contains 3073 members 
Mstep: Class 7 contains 27787 members 
Mstep: Class 8 contains 75101 members 
Mstep: Class 9 contains 6594 members 
Mstep: Class 10 contains 106299 members 
Mstep: Class 11 contains 26547 members 
Mstep: Class 12 contains 4233 members 
Mstep: Class 13 contains 200649 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1831 members 
Mstep: Class 19 contains 56929 members 
Mstep: Class 20 contains 203543 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5784 members 
Entering Unmasked Estep 
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Iteration 181Q: 21 clusters Score -1.047647e+08 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21934 members 
Mstep: Class 2 contains 14386 members 
Mstep: Class 3 contains 54512 members 
Mstep: Class 4 contains 36512 members 
Mstep: Class 5 contains 6648 members 
Mstep: Class 6 contains 3075 members 
Mstep: Class 7 contains 27793 members 
Mstep: Class 8 contains 75061 members 
Mstep: Class 9 contains 6594 members 
Mstep: Class 10 contains 106201 members 
Mstep: Class 11 contains 26510 members 
Mstep: Class 12 contains 4236 members 
Mstep: Class 13 contains 200950 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1830 members 
Mstep: Class 19 contains 56904 members 
Mstep: Class 20 contains 203474 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5779 members 
Entering Unmasked Estep 
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Iteration 182Q: 21 clusters Score -1.047647e+08 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 14391 members 
Mstep: Class 3 contains 54494 members 
Mstep: Class 4 contains 36505 members 
Mstep: Class 5 contains 6647 members 
Mstep: Class 6 contains 3076 members 
Mstep: Class 7 contains 27788 members 
Mstep: Class 8 contains 75031 members 
Mstep: Class 9 contains 6594 members 
Mstep: Class 10 contains 106116 members 
Mstep: Class 11 contains 26466 members 
Mstep: Class 12 contains 4235 members 
Mstep: Class 13 contains 201276 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1830 members 
Mstep: Class 19 contains 56878 members 
Mstep: Class 20 contains 203369 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5770 members 
Entering Unmasked Estep 
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Iteration 183Q: 21 clusters Score -1.047647e+08 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 14395 members 
Mstep: Class 3 contains 54470 members 
Mstep: Class 4 contains 36505 members 
Mstep: Class 5 contains 6647 members 
Mstep: Class 6 contains 3076 members 
Mstep: Class 7 contains 27778 members 
Mstep: Class 8 contains 75010 members 
Mstep: Class 9 contains 6594 members 
Mstep: Class 10 contains 106027 members 
Mstep: Class 11 contains 26427 members 
Mstep: Class 12 contains 4231 members 
Mstep: Class 13 contains 201594 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1830 members 
Mstep: Class 19 contains 56872 members 
Mstep: Class 20 contains 203251 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5760 members 
Entering Unmasked Estep 
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Iteration 184Q: 21 clusters Score -1.047647e+08 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 14400 members 
Mstep: Class 3 contains 54457 members 
Mstep: Class 4 contains 36500 members 
Mstep: Class 5 contains 6647 members 
Mstep: Class 6 contains 3077 members 
Mstep: Class 7 contains 27754 members 
Mstep: Class 8 contains 74999 members 
Mstep: Class 9 contains 6594 members 
Mstep: Class 10 contains 105938 members 
Mstep: Class 11 contains 26394 members 
Mstep: Class 12 contains 4231 members 
Mstep: Class 13 contains 201964 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1830 members 
Mstep: Class 19 contains 56839 members 
Mstep: Class 20 contains 203091 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5755 members 
Entering Unmasked Estep 
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Iteration 185Q: 21 clusters Score -1.047647e+08 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 14401 members 
Mstep: Class 3 contains 54449 members 
Mstep: Class 4 contains 36485 members 
Mstep: Class 5 contains 6647 members 
Mstep: Class 6 contains 3077 members 
Mstep: Class 7 contains 27726 members 
Mstep: Class 8 contains 74973 members 
Mstep: Class 9 contains 6594 members 
Mstep: Class 10 contains 105854 members 
Mstep: Class 11 contains 26353 members 
Mstep: Class 12 contains 4230 members 
Mstep: Class 13 contains 202333 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 56820 members 
Mstep: Class 20 contains 202953 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5748 members 
Entering Unmasked Estep 
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Iteration 186Q: 21 clusters Score -1.047649e+08 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 14408 members 
Mstep: Class 3 contains 54423 members 
Mstep: Class 4 contains 36472 members 
Mstep: Class 5 contains 6647 members 
Mstep: Class 6 contains 3076 members 
Mstep: Class 7 contains 27722 members 
Mstep: Class 8 contains 74936 members 
Mstep: Class 9 contains 6594 members 
Mstep: Class 10 contains 105752 members 
Mstep: Class 11 contains 26296 members 
Mstep: Class 12 contains 4231 members 
Mstep: Class 13 contains 202637 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1828 members 
Mstep: Class 19 contains 56806 members 
Mstep: Class 20 contains 202903 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104764928.000000 Penalty: 67761.929688
Iteration 187Q: 21 clusters Score -1.047649e+08 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 14412 members 
Mstep: Class 3 contains 54400 members 
Mstep: Class 4 contains 36468 members 
Mstep: Class 5 contains 6647 members 
Mstep: Class 6 contains 3076 members 
Mstep: Class 7 contains 27709 members 
Mstep: Class 8 contains 74899 members 
Mstep: Class 9 contains 6594 members 
Mstep: Class 10 contains 105654 members 
Mstep: Class 11 contains 26223 members 
Mstep: Class 12 contains 4230 members 
Mstep: Class 13 contains 202950 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1828 members 
Mstep: Class 19 contains 56777 members 
Mstep: Class 20 contains 202870 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104765072.000000 Penalty: 67761.929688
Iteration 188Q: 21 clusters Score -1.047651e+08 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 14414 members 
Mstep: Class 3 contains 54383 members 
Mstep: Class 4 contains 36464 members 
Mstep: Class 5 contains 6647 members 
Mstep: Class 6 contains 3077 members 
Mstep: Class 7 contains 27699 members 
Mstep: Class 8 contains 74879 members 
Mstep: Class 9 contains 6594 members 
Mstep: Class 10 contains 105549 members 
Mstep: Class 11 contains 26164 members 
Mstep: Class 12 contains 4226 members 
Mstep: Class 13 contains 203312 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1828 members 
Mstep: Class 19 contains 56749 members 
Mstep: Class 20 contains 202759 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104765352.000000 Penalty: 67761.929688
Iteration 189Q: 21 clusters Score -1.047654e+08 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 14414 members 
Mstep: Class 3 contains 54352 members 
Mstep: Class 4 contains 36462 members 
Mstep: Class 5 contains 6648 members 
Mstep: Class 6 contains 3078 members 
Mstep: Class 7 contains 27700 members 
Mstep: Class 8 contains 74857 members 
Mstep: Class 9 contains 6594 members 
Mstep: Class 10 contains 105481 members 
Mstep: Class 11 contains 26089 members 
Mstep: Class 12 contains 4225 members 
Mstep: Class 13 contains 203665 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1828 members 
Mstep: Class 19 contains 56719 members 
Mstep: Class 20 contains 202629 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104765216.000000 Penalty: 67761.929688
Iteration 190Q: 21 clusters Score -1.047652e+08 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 14410 members 
Mstep: Class 3 contains 54329 members 
Mstep: Class 4 contains 36456 members 
Mstep: Class 5 contains 6648 members 
Mstep: Class 6 contains 3077 members 
Mstep: Class 7 contains 27701 members 
Mstep: Class 8 contains 74835 members 
Mstep: Class 9 contains 6594 members 
Mstep: Class 10 contains 105413 members 
Mstep: Class 11 contains 26004 members 
Mstep: Class 12 contains 4224 members 
Mstep: Class 13 contains 204078 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1828 members 
Mstep: Class 19 contains 56695 members 
Mstep: Class 20 contains 202456 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104765216.000000 Penalty: 67761.929688
Iteration 191Q: 21 clusters Score -1.047652e+08 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 14411 members 
Mstep: Class 3 contains 54294 members 
Mstep: Class 4 contains 36452 members 
Mstep: Class 5 contains 6648 members 
Mstep: Class 6 contains 3077 members 
Mstep: Class 7 contains 27692 members 
Mstep: Class 8 contains 74817 members 
Mstep: Class 9 contains 6595 members 
Mstep: Class 10 contains 105330 members 
Mstep: Class 11 contains 25932 members 
Mstep: Class 12 contains 4222 members 
Mstep: Class 13 contains 204500 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 56685 members 
Mstep: Class 20 contains 202273 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104765424.000000 Penalty: 67761.929688
Iteration 192Q: 21 clusters Score -1.047654e+08 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 14406 members 
Mstep: Class 3 contains 54261 members 
Mstep: Class 4 contains 36446 members 
Mstep: Class 5 contains 6648 members 
Mstep: Class 6 contains 3078 members 
Mstep: Class 7 contains 27676 members 
Mstep: Class 8 contains 74781 members 
Mstep: Class 9 contains 6594 members 
Mstep: Class 10 contains 105220 members 
Mstep: Class 11 contains 25864 members 
Mstep: Class 12 contains 4220 members 
Mstep: Class 13 contains 204919 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 56653 members 
Mstep: Class 20 contains 202169 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104765440.000000 Penalty: 67761.929688
Iteration 193Q: 21 clusters Score -1.047654e+08 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 14403 members 
Mstep: Class 3 contains 54226 members 
Mstep: Class 4 contains 36454 members 
Mstep: Class 5 contains 6648 members 
Mstep: Class 6 contains 3080 members 
Mstep: Class 7 contains 27669 members 
Mstep: Class 8 contains 74754 members 
Mstep: Class 9 contains 6594 members 
Mstep: Class 10 contains 105096 members 
Mstep: Class 11 contains 25790 members 
Mstep: Class 12 contains 4217 members 
Mstep: Class 13 contains 205365 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 56631 members 
Mstep: Class 20 contains 202015 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104765464.000000 Penalty: 67761.929688
Iteration 194Q: 21 clusters Score -1.047655e+08 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 14408 members 
Mstep: Class 3 contains 54193 members 
Mstep: Class 4 contains 36454 members 
Mstep: Class 5 contains 6648 members 
Mstep: Class 6 contains 3077 members 
Mstep: Class 7 contains 27664 members 
Mstep: Class 8 contains 74711 members 
Mstep: Class 9 contains 6594 members 
Mstep: Class 10 contains 104972 members 
Mstep: Class 11 contains 25721 members 
Mstep: Class 12 contains 4219 members 
Mstep: Class 13 contains 205830 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1829 members 
Mstep: Class 19 contains 56625 members 
Mstep: Class 20 contains 201829 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104765288.000000 Penalty: 67761.929688
Iteration 195Q: 21 clusters Score -1.047653e+08 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 14414 members 
Mstep: Class 3 contains 54178 members 
Mstep: Class 4 contains 36442 members 
Mstep: Class 5 contains 6648 members 
Mstep: Class 6 contains 3073 members 
Mstep: Class 7 contains 27678 members 
Mstep: Class 8 contains 74675 members 
Mstep: Class 9 contains 6594 members 
Mstep: Class 10 contains 104840 members 
Mstep: Class 11 contains 25657 members 
Mstep: Class 12 contains 4216 members 
Mstep: Class 13 contains 206271 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1828 members 
Mstep: Class 19 contains 56615 members 
Mstep: Class 20 contains 201644 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104765456.000000 Penalty: 67761.929688
Iteration 196Q: 21 clusters Score -1.047655e+08 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 14420 members 
Mstep: Class 3 contains 54138 members 
Mstep: Class 4 contains 36437 members 
Mstep: Class 5 contains 6648 members 
Mstep: Class 6 contains 3071 members 
Mstep: Class 7 contains 27679 members 
Mstep: Class 8 contains 74642 members 
Mstep: Class 9 contains 6592 members 
Mstep: Class 10 contains 104746 members 
Mstep: Class 11 contains 25579 members 
Mstep: Class 12 contains 4219 members 
Mstep: Class 13 contains 206711 members 
Mstep: Class 14 contains 2276 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1825 members 
Mstep: Class 19 contains 56612 members 
Mstep: Class 20 contains 201454 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104765184.000000 Penalty: 67761.929688
Iteration 197Q: 21 clusters Score -1.047652e+08 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21930 members 
Mstep: Class 2 contains 14422 members 
Mstep: Class 3 contains 54116 members 
Mstep: Class 4 contains 36435 members 
Mstep: Class 5 contains 6648 members 
Mstep: Class 6 contains 3070 members 
Mstep: Class 7 contains 27675 members 
Mstep: Class 8 contains 74604 members 
Mstep: Class 9 contains 6591 members 
Mstep: Class 10 contains 104648 members 
Mstep: Class 11 contains 25503 members 
Mstep: Class 12 contains 4221 members 
Mstep: Class 13 contains 207128 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1823 members 
Mstep: Class 19 contains 56590 members 
Mstep: Class 20 contains 201298 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104765400.000000 Penalty: 67761.929688
Iteration 198Q: 21 clusters Score -1.047654e+08 nChanged 1325
Entering ConstructFrom: 
Score: -104765400.000000 Penalty: 67761.929688
Entering ConstructFrom: 
Trying to split cluster 1 (21923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Entering Unmasked Estep 
Score: -2635696.750000 Penalty: 2478.832275
	Iteration 0F: 2 clusters Score -2635697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -2620411.750000 Penalty: 4957.664551
	Iteration 0F: 3 clusters Score -2620412 nChanged 9712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2625439.250000 Penalty: 4957.664551
	Iteration 1F: 3 clusters Score -2625439 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -2625864.500000 Penalty: 4957.664551
	Iteration 2F: 3 clusters Score -2625864 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -2626244.500000 Penalty: 4957.664551
	Iteration 3Q: 3 clusters Score -2626244 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -2626616.250000 Penalty: 4957.664551
	Iteration 4Q: 3 clusters Score -2626616 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -2626995.250000 Penalty: 4957.664551
	Iteration 5Q: 3 clusters Score -2626995 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -2627439.750000 Penalty: 4957.664551
	Iteration 6Q: 3 clusters Score -2627440 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -2627890.750000 Penalty: 4957.664551
	Iteration 7Q: 3 clusters Score -2627891 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -2628396.500000 Penalty: 4957.664551
	Iteration 8Q: 3 clusters Score -2628396 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -2629010.000000 Penalty: 4957.664551
	Iteration 9Q: 3 clusters Score -2629010 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -2629760.000000 Penalty: 4957.664551
	Iteration 10Q: 3 clusters Score -2629760 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -2630626.750000 Penalty: 4957.664551
	Iteration 11F: 3 clusters Score -2630627 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -2631428.000000 Penalty: 4957.664551
	Iteration 12Q: 3 clusters Score -2631428 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2632054.500000 Penalty: 4957.664551
	Iteration 13Q: 3 clusters Score -2632054 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2632584.250000 Penalty: 4957.664551
	Iteration 14Q: 3 clusters Score -2632584 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2632964.000000 Penalty: 4957.664551
	Iteration 15Q: 3 clusters Score -2632964 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2633229.750000 Penalty: 4957.664551
	Iteration 16Q: 3 clusters Score -2633230 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -2633359.250000 Penalty: 4957.664551
	Iteration 17Q: 3 clusters Score -2633359 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2633457.500000 Penalty: 4957.664551
	Iteration 18Q: 3 clusters Score -2633458 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -2633522.000000 Penalty: 4957.664551
	Iteration 19Q: 3 clusters Score -2633522 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2633551.000000 Penalty: 4957.664551
	Iteration 20F: 3 clusters Score -2633551 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2633591.750000 Penalty: 4957.664551
	Iteration 21Q: 3 clusters Score -2633592 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2633615.750000 Penalty: 4957.664551
	Iteration 22Q: 3 clusters Score -2633616 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2633639.750000 Penalty: 4957.664551
	Iteration 23Q: 3 clusters Score -2633640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2633651.500000 Penalty: 4957.664551
	Iteration 24Q: 3 clusters Score -2633652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2633663.500000 Penalty: 4957.664551
	Iteration 25Q: 3 clusters Score -2633664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2633665.750000 Penalty: 4957.664551
	Iteration 26Q: 3 clusters Score -2633666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2633672.500000 Penalty: 4957.664551
	Iteration 27Q: 3 clusters Score -2633672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2633673.500000 Penalty: 4957.664551
	Iteration 28Q: 3 clusters Score -2633674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21206 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2633677.250000 Penalty: 4957.664551
	Iteration 29Q: 3 clusters Score -2633677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2633677.500000 Penalty: 4957.664551
	Iteration 30Q: 3 clusters Score -2633678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2633680.500000 Penalty: 4957.664551
	Iteration 31Q: 3 clusters Score -2633680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2633683.750000 Penalty: 4957.664551
	Iteration 32Q: 3 clusters Score -2633684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2633686.750000 Penalty: 4957.664551
	Iteration 33Q: 3 clusters Score -2633687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2633686.000000 Penalty: 4957.664551
	Iteration 34Q: 3 clusters Score -2633686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -2633685.500000 Penalty: 4957.664551
	Iteration 35Q: 3 clusters Score -2633686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2633686.000000 Penalty: 4957.664551
	Iteration 36Q: 3 clusters Score -2633686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2633687.000000 Penalty: 4957.664551
	Iteration 37Q: 3 clusters Score -2633687 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2633690.500000 Penalty: 4957.664551
	Iteration 38Q: 3 clusters Score -2633690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -2633694.500000 Penalty: 4957.664551
	Iteration 39Q: 3 clusters Score -2633694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2633699.500000 Penalty: 4957.664551
	Iteration 40F: 3 clusters Score -2633700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2633698.250000 Penalty: 4957.664551
	Iteration 41Q: 3 clusters Score -2633698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -2633701.500000 Penalty: 4957.664551
	Iteration 42Q: 3 clusters Score -2633702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2633699.000000 Penalty: 4957.664551
	Iteration 43Q: 3 clusters Score -2633699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2633699.000000 Penalty: 4957.664551
	Iteration 44F: 3 clusters Score -2633699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Entering Unmasked Estep 
Score: -1799199.000000 Penalty: 2374.939941
	Iteration 0F: 2 clusters Score -1799199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1788726.125000 Penalty: 4749.879883
	Iteration 0F: 3 clusters Score -1788726 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1792143.375000 Penalty: 4749.879883
	Iteration 1F: 3 clusters Score -1792143 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1792609.625000 Penalty: 4749.879883
	Iteration 2F: 3 clusters Score -1792610 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1793013.250000 Penalty: 4749.879883
	Iteration 3F: 3 clusters Score -1793013 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1793425.250000 Penalty: 4749.879883
	Iteration 4Q: 3 clusters Score -1793425 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1793869.625000 Penalty: 4749.879883
	Iteration 5Q: 3 clusters Score -1793870 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1794241.125000 Penalty: 4749.879883
	Iteration 6Q: 3 clusters Score -1794241 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1794639.375000 Penalty: 4749.879883
	Iteration 7Q: 3 clusters Score -1794639 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1795034.750000 Penalty: 4749.879883
	Iteration 8Q: 3 clusters Score -1795035 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1795439.500000 Penalty: 4749.879883
	Iteration 9Q: 3 clusters Score -1795440 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1795881.750000 Penalty: 4749.879883
	Iteration 10Q: 3 clusters Score -1795882 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1796301.500000 Penalty: 4749.879883
	Iteration 11Q: 3 clusters Score -1796302 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1796639.875000 Penalty: 4749.879883
	Iteration 12Q: 3 clusters Score -1796640 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1796906.250000 Penalty: 4749.879883
	Iteration 13Q: 3 clusters Score -1796906 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1797091.125000 Penalty: 4749.879883
	Iteration 14Q: 3 clusters Score -1797091 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1797243.625000 Penalty: 4749.879883
	Iteration 15Q: 3 clusters Score -1797244 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1797383.750000 Penalty: 4749.879883
	Iteration 16Q: 3 clusters Score -1797384 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1797494.000000 Penalty: 4749.879883
	Iteration 17Q: 3 clusters Score -1797494 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1797561.625000 Penalty: 4749.879883
	Iteration 18Q: 3 clusters Score -1797562 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1797618.000000 Penalty: 4749.879883
	Iteration 19Q: 3 clusters Score -1797618 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1797648.750000 Penalty: 4749.879883
	Iteration 20F: 3 clusters Score -1797649 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1797670.750000 Penalty: 4749.879883
	Iteration 21Q: 3 clusters Score -1797671 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1797686.250000 Penalty: 4749.879883
	Iteration 22Q: 3 clusters Score -1797686 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1797697.375000 Penalty: 4749.879883
	Iteration 23Q: 3 clusters Score -1797697 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1797705.000000 Penalty: 4749.879883
	Iteration 24Q: 3 clusters Score -1797705 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1797710.375000 Penalty: 4749.879883
	Iteration 25Q: 3 clusters Score -1797710 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1797719.750000 Penalty: 4749.879883
	Iteration 26Q: 3 clusters Score -1797720 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1797727.250000 Penalty: 4749.879883
	Iteration 27Q: 3 clusters Score -1797727 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1797730.375000 Penalty: 4749.879883
	Iteration 28Q: 3 clusters Score -1797730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1797740.375000 Penalty: 4749.879883
	Iteration 29Q: 3 clusters Score -1797740 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -1797739.000000 Penalty: 4749.879883
	Iteration 30Q: 3 clusters Score -1797739 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -1797748.250000 Penalty: 4749.879883
	Iteration 31Q: 3 clusters Score -1797748 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1797751.250000 Penalty: 4749.879883
	Iteration 32Q: 3 clusters Score -1797751 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1797765.750000 Penalty: 4749.879883
	Iteration 33Q: 3 clusters Score -1797766 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1797779.000000 Penalty: 4749.879883
	Iteration 34Q: 3 clusters Score -1797779 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1797798.500000 Penalty: 4749.879883
	Iteration 35Q: 3 clusters Score -1797798 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1797830.000000 Penalty: 4749.879883
	Iteration 36Q: 3 clusters Score -1797830 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1797883.625000 Penalty: 4749.879883
	Iteration 37Q: 3 clusters Score -1797884 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1797962.750000 Penalty: 4749.879883
	Iteration 38Q: 3 clusters Score -1797963 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1798062.750000 Penalty: 4749.879883
	Iteration 39Q: 3 clusters Score -1798063 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1798150.375000 Penalty: 4749.879883
	Iteration 40F: 3 clusters Score -1798150 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1798228.875000 Penalty: 4749.879883
	Iteration 41Q: 3 clusters Score -1798229 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1798275.000000 Penalty: 4749.879883
	Iteration 42Q: 3 clusters Score -1798275 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1798304.500000 Penalty: 4749.879883
	Iteration 43Q: 3 clusters Score -1798304 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1798310.750000 Penalty: 4749.879883
	Iteration 44Q: 3 clusters Score -1798311 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1798312.375000 Penalty: 4749.879883
	Iteration 45Q: 3 clusters Score -1798312 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1798312.375000 Penalty: 4749.879883
	Iteration 46Q: 3 clusters Score -1798312 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1798319.250000 Penalty: 4749.879883
	Iteration 47Q: 3 clusters Score -1798319 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1798322.500000 Penalty: 4749.879883
	Iteration 48Q: 3 clusters Score -1798322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1798328.250000 Penalty: 4749.879883
	Iteration 49Q: 3 clusters Score -1798328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1798332.875000 Penalty: 4749.879883
	Iteration 50Q: 3 clusters Score -1798333 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1798336.125000 Penalty: 4749.879883
	Iteration 51Q: 3 clusters Score -1798336 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1798334.500000 Penalty: 4749.879883
	Iteration 52Q: 3 clusters Score -1798334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1798334.000000 Penalty: 4749.879883
	Iteration 53Q: 3 clusters Score -1798334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1798334.125000 Penalty: 4749.879883
	Iteration 54Q: 3 clusters Score -1798334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1798338.875000 Penalty: 4749.879883
	Iteration 55Q: 3 clusters Score -1798339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1798338.875000 Penalty: 4749.879883
	Iteration 56F: 3 clusters Score -1798339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (54084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54084 members 
Entering Unmasked Estep 
Score: -6791758.000000 Penalty: 2702.776855
	Iteration 0F: 2 clusters Score -6791758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -6755374.000000 Penalty: 5405.553711
	Iteration 0F: 3 clusters Score -6755374 nChanged 25028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -6769073.000000 Penalty: 5405.553711
	Iteration 1F: 3 clusters Score -6769073 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 26474 members 
Entering Unmasked Estep 
Score: -6769587.500000 Penalty: 5405.553711
	Iteration 2Q: 3 clusters Score -6769588 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28014 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -6770079.500000 Penalty: 5405.553711
	Iteration 3Q: 3 clusters Score -6770080 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -6770581.000000 Penalty: 5405.553711
	Iteration 4Q: 3 clusters Score -6770581 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -6771093.000000 Penalty: 5405.553711
	Iteration 5Q: 3 clusters Score -6771093 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 23551 members 
Entering Unmasked Estep 
Score: -6771765.000000 Penalty: 5405.553711
	Iteration 6Q: 3 clusters Score -6771765 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32094 members 
Mstep: Class 2 contains 21990 members 
Entering Unmasked Estep 
Score: -6772728.000000 Penalty: 5405.553711
	Iteration 7Q: 3 clusters Score -6772728 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34170 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -6774223.000000 Penalty: 5405.553711
	Iteration 8F: 3 clusters Score -6774223 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36752 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -6776414.500000 Penalty: 5405.553711
	Iteration 9F: 3 clusters Score -6776414 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39715 members 
Mstep: Class 2 contains 14369 members 
Entering Unmasked Estep 
Score: -6779314.000000 Penalty: 5405.553711
	Iteration 10F: 3 clusters Score -6779314 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42467 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -6782330.500000 Penalty: 5405.553711
	Iteration 11F: 3 clusters Score -6782330 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44556 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -6784726.500000 Penalty: 5405.553711
	Iteration 12Q: 3 clusters Score -6784726 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45918 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -6786218.500000 Penalty: 5405.553711
	Iteration 13Q: 3 clusters Score -6786218 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46839 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -6787013.000000 Penalty: 5405.553711
	Iteration 14Q: 3 clusters Score -6787013 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47578 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -6787490.000000 Penalty: 5405.553711
	Iteration 15Q: 3 clusters Score -6787490 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48174 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -6787785.500000 Penalty: 5405.553711
	Iteration 16Q: 3 clusters Score -6787786 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48704 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -6788041.000000 Penalty: 5405.553711
	Iteration 17Q: 3 clusters Score -6788041 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49140 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -6788213.000000 Penalty: 5405.553711
	Iteration 18Q: 3 clusters Score -6788213 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49516 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -6788349.500000 Penalty: 5405.553711
	Iteration 19Q: 3 clusters Score -6788350 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49877 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -6788508.000000 Penalty: 5405.553711
	Iteration 20F: 3 clusters Score -6788508 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50191 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -6788614.000000 Penalty: 5405.553711
	Iteration 21Q: 3 clusters Score -6788614 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50449 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -6788705.500000 Penalty: 5405.553711
	Iteration 22Q: 3 clusters Score -6788706 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50679 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -6788808.500000 Penalty: 5405.553711
	Iteration 23Q: 3 clusters Score -6788808 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50869 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -6788886.500000 Penalty: 5405.553711
	Iteration 24Q: 3 clusters Score -6788886 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51049 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -6788947.500000 Penalty: 5405.553711
	Iteration 25Q: 3 clusters Score -6788948 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51215 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -6789000.500000 Penalty: 5405.553711
	Iteration 26Q: 3 clusters Score -6789000 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51364 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -6789064.000000 Penalty: 5405.553711
	Iteration 27Q: 3 clusters Score -6789064 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51497 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -6789106.500000 Penalty: 5405.553711
	Iteration 28Q: 3 clusters Score -6789106 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51610 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -6789134.500000 Penalty: 5405.553711
	Iteration 29Q: 3 clusters Score -6789134 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51696 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -6789164.000000 Penalty: 5405.553711
	Iteration 30Q: 3 clusters Score -6789164 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51791 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -6789177.000000 Penalty: 5405.553711
	Iteration 31Q: 3 clusters Score -6789177 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51859 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -6789196.500000 Penalty: 5405.553711
	Iteration 32Q: 3 clusters Score -6789196 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51919 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -6789216.000000 Penalty: 5405.553711
	Iteration 33Q: 3 clusters Score -6789216 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51984 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -6789221.500000 Penalty: 5405.553711
	Iteration 34Q: 3 clusters Score -6789222 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52035 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -6789251.000000 Penalty: 5405.553711
	Iteration 35Q: 3 clusters Score -6789251 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52088 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -6789273.000000 Penalty: 5405.553711
	Iteration 36Q: 3 clusters Score -6789273 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52136 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -6789285.500000 Penalty: 5405.553711
	Iteration 37Q: 3 clusters Score -6789286 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52177 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -6789313.000000 Penalty: 5405.553711
	Iteration 38Q: 3 clusters Score -6789313 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52226 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -6789324.500000 Penalty: 5405.553711
	Iteration 39Q: 3 clusters Score -6789324 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52265 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -6789329.500000 Penalty: 5405.553711
	Iteration 40F: 3 clusters Score -6789330 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52308 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -6789331.000000 Penalty: 5405.553711
	Iteration 41Q: 3 clusters Score -6789331 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52355 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -6789351.500000 Penalty: 5405.553711
	Iteration 42Q: 3 clusters Score -6789352 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52394 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -6789382.000000 Penalty: 5405.553711
	Iteration 43Q: 3 clusters Score -6789382 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52432 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -6789390.500000 Penalty: 5405.553711
	Iteration 44Q: 3 clusters Score -6789390 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52474 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -6789399.000000 Penalty: 5405.553711
	Iteration 45Q: 3 clusters Score -6789399 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52514 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -6789407.500000 Penalty: 5405.553711
	Iteration 46Q: 3 clusters Score -6789408 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52542 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -6789429.000000 Penalty: 5405.553711
	Iteration 47Q: 3 clusters Score -6789429 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52563 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -6789432.500000 Penalty: 5405.553711
	Iteration 48Q: 3 clusters Score -6789432 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52587 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -6789433.000000 Penalty: 5405.553711
	Iteration 49Q: 3 clusters Score -6789433 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52606 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -6789439.500000 Penalty: 5405.553711
	Iteration 50Q: 3 clusters Score -6789440 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52633 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -6789453.500000 Penalty: 5405.553711
	Iteration 51Q: 3 clusters Score -6789454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52651 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -6789452.500000 Penalty: 5405.553711
	Iteration 52Q: 3 clusters Score -6789452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52668 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -6789466.500000 Penalty: 5405.553711
	Iteration 53Q: 3 clusters Score -6789466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52679 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -6789473.000000 Penalty: 5405.553711
	Iteration 54Q: 3 clusters Score -6789473 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52692 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -6789463.500000 Penalty: 5405.553711
	Iteration 55Q: 3 clusters Score -6789464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52705 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -6789472.500000 Penalty: 5405.553711
	Iteration 56Q: 3 clusters Score -6789472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52716 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -6789474.000000 Penalty: 5405.553711
	Iteration 57Q: 3 clusters Score -6789474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52727 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -6789478.500000 Penalty: 5405.553711
	Iteration 58Q: 3 clusters Score -6789478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52745 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -6789489.000000 Penalty: 5405.553711
	Iteration 59Q: 3 clusters Score -6789489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52758 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -6789487.000000 Penalty: 5405.553711
	Iteration 60F: 3 clusters Score -6789487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52767 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -6789482.000000 Penalty: 5405.553711
	Iteration 61Q: 3 clusters Score -6789482 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52780 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -6789475.500000 Penalty: 5405.553711
	Iteration 62Q: 3 clusters Score -6789476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52787 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -6789478.000000 Penalty: 5405.553711
	Iteration 63Q: 3 clusters Score -6789478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52791 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -6789484.500000 Penalty: 5405.553711
	Iteration 64Q: 3 clusters Score -6789484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52795 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -6789489.500000 Penalty: 5405.553711
	Iteration 65Q: 3 clusters Score -6789490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52797 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -6789484.000000 Penalty: 5405.553711
	Iteration 66Q: 3 clusters Score -6789484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52800 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -6789479.000000 Penalty: 5405.553711
	Iteration 67Q: 3 clusters Score -6789479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52803 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -6789476.000000 Penalty: 5405.553711
	Iteration 68Q: 3 clusters Score -6789476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52804 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -6789480.000000 Penalty: 5405.553711
	Iteration 69Q: 3 clusters Score -6789480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52806 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -6789476.500000 Penalty: 5405.553711
	Iteration 70Q: 3 clusters Score -6789476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52809 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -6789473.000000 Penalty: 5405.553711
	Iteration 71Q: 3 clusters Score -6789473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52813 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -6789479.000000 Penalty: 5405.553711
	Iteration 72Q: 3 clusters Score -6789479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52820 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -6789477.000000 Penalty: 5405.553711
	Iteration 73Q: 3 clusters Score -6789477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52830 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -6789489.000000 Penalty: 5405.553711
	Iteration 74Q: 3 clusters Score -6789489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52837 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -6789491.000000 Penalty: 5405.553711
	Iteration 75Q: 3 clusters Score -6789491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52839 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -6789489.500000 Penalty: 5405.553711
	Iteration 76Q: 3 clusters Score -6789490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52841 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -6789489.000000 Penalty: 5405.553711
	Iteration 77Q: 3 clusters Score -6789489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52842 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -6789491.000000 Penalty: 5405.553711
	Iteration 78Q: 3 clusters Score -6789491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52844 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -6789489.000000 Penalty: 5405.553711
	Iteration 79Q: 3 clusters Score -6789489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52844 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -6789489.000000 Penalty: 5405.553711
	Iteration 80F: 3 clusters Score -6789489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (36440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Entering Unmasked Estep 
Score: -4600771.000000 Penalty: 2604.848877
	Iteration 0F: 2 clusters Score -4600771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -4575907.500000 Penalty: 5209.697754
	Iteration 0F: 3 clusters Score -4575908 nChanged 16627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -4584906.000000 Penalty: 5209.697754
	Iteration 1F: 3 clusters Score -4584906 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -4585321.500000 Penalty: 5209.697754
	Iteration 2Q: 3 clusters Score -4585322 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -4585709.500000 Penalty: 5209.697754
	Iteration 3Q: 3 clusters Score -4585710 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -4586068.000000 Penalty: 5209.697754
	Iteration 4Q: 3 clusters Score -4586068 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -4586469.000000 Penalty: 5209.697754
	Iteration 5Q: 3 clusters Score -4586469 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -4587011.500000 Penalty: 5209.697754
	Iteration 6Q: 3 clusters Score -4587012 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -4587883.500000 Penalty: 5209.697754
	Iteration 7Q: 3 clusters Score -4587884 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -4589201.500000 Penalty: 5209.697754
	Iteration 8F: 3 clusters Score -4589202 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -4591054.000000 Penalty: 5209.697754
	Iteration 9F: 3 clusters Score -4591054 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 30895 members 
Entering Unmasked Estep 
Score: -4593437.000000 Penalty: 5209.697754
	Iteration 10F: 3 clusters Score -4593437 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
Score: -4595530.500000 Penalty: 5209.697754
	Iteration 11F: 3 clusters Score -4595530 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 34598 members 
Entering Unmasked Estep 
Score: -4596955.500000 Penalty: 5209.697754
	Iteration 12Q: 3 clusters Score -4596956 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 35394 members 
Entering Unmasked Estep 
Score: -4597738.500000 Penalty: 5209.697754
	Iteration 13Q: 3 clusters Score -4597738 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 35776 members 
Entering Unmasked Estep 
Score: -4598134.000000 Penalty: 5209.697754
	Iteration 14Q: 3 clusters Score -4598134 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 35953 members 
Entering Unmasked Estep 
Score: -4598302.000000 Penalty: 5209.697754
	Iteration 15Q: 3 clusters Score -4598302 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -4598389.500000 Penalty: 5209.697754
	Iteration 16Q: 3 clusters Score -4598390 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 36049 members 
Entering Unmasked Estep 
Score: -4598441.500000 Penalty: 5209.697754
	Iteration 17Q: 3 clusters Score -4598442 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -4598462.000000 Penalty: 5209.697754
	Iteration 18Q: 3 clusters Score -4598462 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -4598485.000000 Penalty: 5209.697754
	Iteration 19Q: 3 clusters Score -4598485 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -4598511.000000 Penalty: 5209.697754
	Iteration 20F: 3 clusters Score -4598511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 36104 members 
Entering Unmasked Estep 
Score: -4598524.000000 Penalty: 5209.697754
	Iteration 21Q: 3 clusters Score -4598524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 36110 members 
Entering Unmasked Estep 
Score: -4598533.000000 Penalty: 5209.697754
	Iteration 22Q: 3 clusters Score -4598533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 36111 members 
Entering Unmasked Estep 
Score: -4598543.500000 Penalty: 5209.697754
	Iteration 23Q: 3 clusters Score -4598544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -4598553.000000 Penalty: 5209.697754
	Iteration 24Q: 3 clusters Score -4598553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 36115 members 
Entering Unmasked Estep 
Score: -4598552.000000 Penalty: 5209.697754
	Iteration 25Q: 3 clusters Score -4598552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -4598556.500000 Penalty: 5209.697754
	Iteration 26Q: 3 clusters Score -4598556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 36119 members 
Entering Unmasked Estep 
Score: -4598557.500000 Penalty: 5209.697754
	Iteration 27Q: 3 clusters Score -4598558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 36122 members 
Entering Unmasked Estep 
Score: -4598561.000000 Penalty: 5209.697754
	Iteration 28Q: 3 clusters Score -4598561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -4598565.000000 Penalty: 5209.697754
	Iteration 29Q: 3 clusters Score -4598565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -4598566.500000 Penalty: 5209.697754
	Iteration 30Q: 3 clusters Score -4598566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -4598572.000000 Penalty: 5209.697754
	Iteration 31Q: 3 clusters Score -4598572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -4598572.000000 Penalty: 5209.697754
	Iteration 32F: 3 clusters Score -4598572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Entering Unmasked Estep 
Score: -840828.500000 Penalty: 2182.839111
	Iteration 0F: 2 clusters Score -840828.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -835282.812500 Penalty: 4365.678223
	Iteration 0F: 3 clusters Score -835282.8 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -836682.875000 Penalty: 4365.678223
	Iteration 1F: 3 clusters Score -836682.9 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -836912.125000 Penalty: 4365.678223
	Iteration 2F: 3 clusters Score -836912.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -837071.062500 Penalty: 4365.678223
	Iteration 3F: 3 clusters Score -837071.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -837185.687500 Penalty: 4365.678223
	Iteration 4Q: 3 clusters Score -837185.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -837290.312500 Penalty: 4365.678223
	Iteration 5Q: 3 clusters Score -837290.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -837370.750000 Penalty: 4365.678223
	Iteration 6Q: 3 clusters Score -837370.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -837446.250000 Penalty: 4365.678223
	Iteration 7Q: 3 clusters Score -837446.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -837536.937500 Penalty: 4365.678223
	Iteration 8Q: 3 clusters Score -837536.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -837626.750000 Penalty: 4365.678223
	Iteration 9Q: 3 clusters Score -837626.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -837712.000000 Penalty: 4365.678223
	Iteration 10Q: 3 clusters Score -837712 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -837791.875000 Penalty: 4365.678223
	Iteration 11Q: 3 clusters Score -837791.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -837880.312500 Penalty: 4365.678223
	Iteration 12Q: 3 clusters Score -837880.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -837993.687500 Penalty: 4365.678223
	Iteration 13Q: 3 clusters Score -837993.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -838114.625000 Penalty: 4365.678223
	Iteration 14Q: 3 clusters Score -838114.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -838239.500000 Penalty: 4365.678223
	Iteration 15Q: 3 clusters Score -838239.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -838366.250000 Penalty: 4365.678223
	Iteration 16Q: 3 clusters Score -838366.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -838462.000000 Penalty: 4365.678223
	Iteration 17Q: 3 clusters Score -838462 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -838541.625000 Penalty: 4365.678223
	Iteration 18Q: 3 clusters Score -838541.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -838600.812500 Penalty: 4365.678223
	Iteration 19Q: 3 clusters Score -838600.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -838665.000000 Penalty: 4365.678223
	Iteration 20F: 3 clusters Score -838665 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -838710.937500 Penalty: 4365.678223
	Iteration 21Q: 3 clusters Score -838710.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -838737.375000 Penalty: 4365.678223
	Iteration 22Q: 3 clusters Score -838737.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -838750.437500 Penalty: 4365.678223
	Iteration 23Q: 3 clusters Score -838750.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -838770.500000 Penalty: 4365.678223
	Iteration 24Q: 3 clusters Score -838770.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -838790.875000 Penalty: 4365.678223
	Iteration 25Q: 3 clusters Score -838790.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -838805.437500 Penalty: 4365.678223
	Iteration 26Q: 3 clusters Score -838805.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -838822.500000 Penalty: 4365.678223
	Iteration 27Q: 3 clusters Score -838822.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -838831.375000 Penalty: 4365.678223
	Iteration 28Q: 3 clusters Score -838831.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -838837.937500 Penalty: 4365.678223
	Iteration 29Q: 3 clusters Score -838837.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -838844.125000 Penalty: 4365.678223
	Iteration 30Q: 3 clusters Score -838844.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -838849.062500 Penalty: 4365.678223
	Iteration 31Q: 3 clusters Score -838849.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -838856.250000 Penalty: 4365.678223
	Iteration 32Q: 3 clusters Score -838856.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -838864.250000 Penalty: 4365.678223
	Iteration 33Q: 3 clusters Score -838864.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -838870.062500 Penalty: 4365.678223
	Iteration 34Q: 3 clusters Score -838870.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -838879.625000 Penalty: 4365.678223
	Iteration 35Q: 3 clusters Score -838879.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -838890.437500 Penalty: 4365.678223
	Iteration 36Q: 3 clusters Score -838890.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -838899.437500 Penalty: 4365.678223
	Iteration 37Q: 3 clusters Score -838899.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -838906.062500 Penalty: 4365.678223
	Iteration 38Q: 3 clusters Score -838906.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -838915.250000 Penalty: 4365.678223
	Iteration 39Q: 3 clusters Score -838915.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -838922.687500 Penalty: 4365.678223
	Iteration 40F: 3 clusters Score -838922.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -838927.437500 Penalty: 4365.678223
	Iteration 41Q: 3 clusters Score -838927.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -838929.562500 Penalty: 4365.678223
	Iteration 42Q: 3 clusters Score -838929.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -838930.375000 Penalty: 4365.678223
	Iteration 43Q: 3 clusters Score -838930.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -838933.062500 Penalty: 4365.678223
	Iteration 44Q: 3 clusters Score -838933.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -838933.125000 Penalty: 4365.678223
	Iteration 45Q: 3 clusters Score -838933.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -838933.125000 Penalty: 4365.678223
	Iteration 46F: 3 clusters Score -838933.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Entering Unmasked Estep 
Score: -379597.750000 Penalty: 1991.137695
	Iteration 0F: 2 clusters Score -379597.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -376268.937500 Penalty: 3982.275391
	Iteration 0F: 3 clusters Score -376268.9 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -376949.875000 Penalty: 3982.275391
	Iteration 1F: 3 clusters Score -376949.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -377120.656250 Penalty: 3982.275391
	Iteration 2F: 3 clusters Score -377120.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -377219.437500 Penalty: 3982.275391
	Iteration 3Q: 3 clusters Score -377219.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -377277.468750 Penalty: 3982.275391
	Iteration 4Q: 3 clusters Score -377277.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -377328.875000 Penalty: 3982.275391
	Iteration 5Q: 3 clusters Score -377328.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -377367.375000 Penalty: 3982.275391
	Iteration 6Q: 3 clusters Score -377367.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -377399.312500 Penalty: 3982.275391
	Iteration 7Q: 3 clusters Score -377399.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -377435.250000 Penalty: 3982.275391
	Iteration 8Q: 3 clusters Score -377435.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -377468.281250 Penalty: 3982.275391
	Iteration 9Q: 3 clusters Score -377468.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -377491.593750 Penalty: 3982.275391
	Iteration 10Q: 3 clusters Score -377491.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -377510.343750 Penalty: 3982.275391
	Iteration 11Q: 3 clusters Score -377510.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -377529.562500 Penalty: 3982.275391
	Iteration 12Q: 3 clusters Score -377529.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -377549.125000 Penalty: 3982.275391
	Iteration 13Q: 3 clusters Score -377549.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -377569.687500 Penalty: 3982.275391
	Iteration 14Q: 3 clusters Score -377569.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -377583.593750 Penalty: 3982.275391
	Iteration 15Q: 3 clusters Score -377583.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -377591.531250 Penalty: 3982.275391
	Iteration 16Q: 3 clusters Score -377591.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -377605.125000 Penalty: 3982.275391
	Iteration 17Q: 3 clusters Score -377605.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -377617.437500 Penalty: 3982.275391
	Iteration 18Q: 3 clusters Score -377617.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -377631.562500 Penalty: 3982.275391
	Iteration 19Q: 3 clusters Score -377631.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -377640.500000 Penalty: 3982.275391
	Iteration 20F: 3 clusters Score -377640.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -377647.406250 Penalty: 3982.275391
	Iteration 21Q: 3 clusters Score -377647.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -377650.750000 Penalty: 3982.275391
	Iteration 22Q: 3 clusters Score -377650.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -377654.281250 Penalty: 3982.275391
	Iteration 23Q: 3 clusters Score -377654.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -377656.781250 Penalty: 3982.275391
	Iteration 24Q: 3 clusters Score -377656.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -377658.625000 Penalty: 3982.275391
	Iteration 25Q: 3 clusters Score -377658.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -377661.375000 Penalty: 3982.275391
	Iteration 26Q: 3 clusters Score -377661.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -377664.093750 Penalty: 3982.275391
	Iteration 27Q: 3 clusters Score -377664.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -377667.812500 Penalty: 3982.275391
	Iteration 28Q: 3 clusters Score -377667.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -377673.843750 Penalty: 3982.275391
	Iteration 29Q: 3 clusters Score -377673.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -377677.687500 Penalty: 3982.275391
	Iteration 30Q: 3 clusters Score -377677.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -377680.187500 Penalty: 3982.275391
	Iteration 31Q: 3 clusters Score -377680.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -377681.343750 Penalty: 3982.275391
	Iteration 32Q: 3 clusters Score -377681.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -377686.687500 Penalty: 3982.275391
	Iteration 33Q: 3 clusters Score -377686.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -377690.312500 Penalty: 3982.275391
	Iteration 34Q: 3 clusters Score -377690.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -377691.812500 Penalty: 3982.275391
	Iteration 35Q: 3 clusters Score -377691.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -377694.031250 Penalty: 3982.275391
	Iteration 36Q: 3 clusters Score -377694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -377698.625000 Penalty: 3982.275391
	Iteration 37Q: 3 clusters Score -377698.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -377702.593750 Penalty: 3982.275391
	Iteration 38Q: 3 clusters Score -377702.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -377706.781250 Penalty: 3982.275391
	Iteration 39Q: 3 clusters Score -377706.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -377708.562500 Penalty: 3982.275391
	Iteration 40F: 3 clusters Score -377708.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -377710.000000 Penalty: 3982.275391
	Iteration 41Q: 3 clusters Score -377710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -377712.656250 Penalty: 3982.275391
	Iteration 42Q: 3 clusters Score -377712.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -377713.562500 Penalty: 3982.275391
	Iteration 43Q: 3 clusters Score -377713.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -377716.156250 Penalty: 3982.275391
	Iteration 44Q: 3 clusters Score -377716.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -377719.093750 Penalty: 3982.275391
	Iteration 45Q: 3 clusters Score -377719.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -377724.062500 Penalty: 3982.275391
	Iteration 46Q: 3 clusters Score -377724.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -377727.687500 Penalty: 3982.275391
	Iteration 47Q: 3 clusters Score -377727.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -377732.718750 Penalty: 3982.275391
	Iteration 48Q: 3 clusters Score -377732.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -377737.718750 Penalty: 3982.275391
	Iteration 49Q: 3 clusters Score -377737.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -377743.625000 Penalty: 3982.275391
	Iteration 50Q: 3 clusters Score -377743.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -377748.312500 Penalty: 3982.275391
	Iteration 51Q: 3 clusters Score -377748.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -377751.968750 Penalty: 3982.275391
	Iteration 52Q: 3 clusters Score -377752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -377754.500000 Penalty: 3982.275391
	Iteration 53Q: 3 clusters Score -377754.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -377759.156250 Penalty: 3982.275391
	Iteration 54Q: 3 clusters Score -377759.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -377761.156250 Penalty: 3982.275391
	Iteration 55Q: 3 clusters Score -377761.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -377761.875000 Penalty: 3982.275391
	Iteration 56Q: 3 clusters Score -377761.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -377761.875000 Penalty: 3982.275391
	Iteration 57F: 3 clusters Score -377761.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (27669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Entering Unmasked Estep 
Score: -3515722.750000 Penalty: 2536.561035
	Iteration 0F: 2 clusters Score -3515723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -3496800.500000 Penalty: 5073.122070
	Iteration 0F: 3 clusters Score -3496800 nChanged 12304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -3503324.500000 Penalty: 5073.122070
	Iteration 1F: 3 clusters Score -3503324 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -3503649.500000 Penalty: 5073.122070
	Iteration 2Q: 3 clusters Score -3503650 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -3503939.750000 Penalty: 5073.122070
	Iteration 3Q: 3 clusters Score -3503940 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -3504172.250000 Penalty: 5073.122070
	Iteration 4Q: 3 clusters Score -3504172 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -3504427.250000 Penalty: 5073.122070
	Iteration 5Q: 3 clusters Score -3504427 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -3504712.750000 Penalty: 5073.122070
	Iteration 6Q: 3 clusters Score -3504713 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -3505017.000000 Penalty: 5073.122070
	Iteration 7Q: 3 clusters Score -3505017 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -3505349.750000 Penalty: 5073.122070
	Iteration 8Q: 3 clusters Score -3505350 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -3505840.000000 Penalty: 5073.122070
	Iteration 9Q: 3 clusters Score -3505840 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -3506538.250000 Penalty: 5073.122070
	Iteration 10Q: 3 clusters Score -3506538 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -3507409.000000 Penalty: 5073.122070
	Iteration 11F: 3 clusters Score -3507409 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -3508490.250000 Penalty: 5073.122070
	Iteration 12F: 3 clusters Score -3508490 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -3509713.250000 Penalty: 5073.122070
	Iteration 13F: 3 clusters Score -3509713 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -3510987.500000 Penalty: 5073.122070
	Iteration 14F: 3 clusters Score -3510988 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -3512114.500000 Penalty: 5073.122070
	Iteration 15Q: 3 clusters Score -3512114 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3512923.750000 Penalty: 5073.122070
	Iteration 16Q: 3 clusters Score -3512924 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3513524.750000 Penalty: 5073.122070
	Iteration 17Q: 3 clusters Score -3513525 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26469 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -3513939.000000 Penalty: 5073.122070
	Iteration 18Q: 3 clusters Score -3513939 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3514196.000000 Penalty: 5073.122070
	Iteration 19Q: 3 clusters Score -3514196 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -3514343.000000 Penalty: 5073.122070
	Iteration 20F: 3 clusters Score -3514343 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3514430.500000 Penalty: 5073.122070
	Iteration 21Q: 3 clusters Score -3514430 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3514491.250000 Penalty: 5073.122070
	Iteration 22Q: 3 clusters Score -3514491 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3514549.000000 Penalty: 5073.122070
	Iteration 23Q: 3 clusters Score -3514549 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3514593.500000 Penalty: 5073.122070
	Iteration 24Q: 3 clusters Score -3514594 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -3514616.250000 Penalty: 5073.122070
	Iteration 25Q: 3 clusters Score -3514616 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3514638.750000 Penalty: 5073.122070
	Iteration 26Q: 3 clusters Score -3514639 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3514653.750000 Penalty: 5073.122070
	Iteration 27Q: 3 clusters Score -3514654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3514661.750000 Penalty: 5073.122070
	Iteration 28Q: 3 clusters Score -3514662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3514661.500000 Penalty: 5073.122070
	Iteration 29Q: 3 clusters Score -3514662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3514665.750000 Penalty: 5073.122070
	Iteration 30Q: 3 clusters Score -3514666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3514666.000000 Penalty: 5073.122070
	Iteration 31Q: 3 clusters Score -3514666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3514672.500000 Penalty: 5073.122070
	Iteration 32Q: 3 clusters Score -3514672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3514668.500000 Penalty: 5073.122070
	Iteration 33Q: 3 clusters Score -3514668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26999 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3514673.250000 Penalty: 5073.122070
	Iteration 34Q: 3 clusters Score -3514673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3514675.500000 Penalty: 5073.122070
	Iteration 35Q: 3 clusters Score -3514676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27003 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3514672.750000 Penalty: 5073.122070
	Iteration 36Q: 3 clusters Score -3514673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3514673.250000 Penalty: 5073.122070
	Iteration 37Q: 3 clusters Score -3514673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3514675.500000 Penalty: 5073.122070
	Iteration 38Q: 3 clusters Score -3514676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3514675.500000 Penalty: 5073.122070
	Iteration 39F: 3 clusters Score -3514676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (74565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74565 members 
Entering Unmasked Estep 
Score: -9332154.000000 Penalty: 2782.417725
	Iteration 0F: 2 clusters Score -9332154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37292 members 
Mstep: Class 2 contains 37273 members 
Entering Unmasked Estep 
Score: -9282062.000000 Penalty: 5564.835449
	Iteration 0F: 3 clusters Score -9282062 nChanged 34864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37466 members 
Mstep: Class 2 contains 37099 members 
Entering Unmasked Estep 
Score: -9301651.000000 Penalty: 5564.835449
	Iteration 1F: 3 clusters Score -9301651 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37682 members 
Mstep: Class 2 contains 36883 members 
Entering Unmasked Estep 
Score: -9302285.000000 Penalty: 5564.835449
	Iteration 2Q: 3 clusters Score -9302285 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37954 members 
Mstep: Class 2 contains 36611 members 
Entering Unmasked Estep 
Score: -9302854.000000 Penalty: 5564.835449
	Iteration 3Q: 3 clusters Score -9302854 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38309 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
Score: -9303456.000000 Penalty: 5564.835449
	Iteration 4Q: 3 clusters Score -9303456 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38774 members 
Mstep: Class 2 contains 35791 members 
Entering Unmasked Estep 
Score: -9304082.000000 Penalty: 5564.835449
	Iteration 5Q: 3 clusters Score -9304082 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 35294 members 
Entering Unmasked Estep 
Score: -9304810.000000 Penalty: 5564.835449
	Iteration 6Q: 3 clusters Score -9304810 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39891 members 
Mstep: Class 2 contains 34674 members 
Entering Unmasked Estep 
Score: -9305877.000000 Penalty: 5564.835449
	Iteration 7Q: 3 clusters Score -9305877 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40661 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -9307015.000000 Penalty: 5564.835449
	Iteration 8Q: 3 clusters Score -9307015 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41710 members 
Mstep: Class 2 contains 32855 members 
Entering Unmasked Estep 
Score: -9308619.000000 Penalty: 5564.835449
	Iteration 9Q: 3 clusters Score -9308619 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43153 members 
Mstep: Class 2 contains 31412 members 
Entering Unmasked Estep 
Score: -9310895.000000 Penalty: 5564.835449
	Iteration 10F: 3 clusters Score -9310895 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 29743 members 
Entering Unmasked Estep 
Score: -9313822.000000 Penalty: 5564.835449
	Iteration 11F: 3 clusters Score -9313822 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46507 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -9317529.000000 Penalty: 5564.835449
	Iteration 12F: 3 clusters Score -9317529 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47827 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -9321185.000000 Penalty: 5564.835449
	Iteration 13F: 3 clusters Score -9321185 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48403 members 
Mstep: Class 2 contains 26162 members 
Entering Unmasked Estep 
Score: -9323646.000000 Penalty: 5564.835449
	Iteration 14Q: 3 clusters Score -9323646 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48405 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -9324852.000000 Penalty: 5564.835449
	Iteration 15Q: 3 clusters Score -9324852 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48193 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -9325464.000000 Penalty: 5564.835449
	Iteration 16Q: 3 clusters Score -9325464 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47725 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -9325869.000000 Penalty: 5564.835449
	Iteration 17Q: 3 clusters Score -9325869 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47078 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -9326337.000000 Penalty: 5564.835449
	Iteration 18Q: 3 clusters Score -9326337 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46253 members 
Mstep: Class 2 contains 28312 members 
Entering Unmasked Estep 
Score: -9326901.000000 Penalty: 5564.835449
	Iteration 19Q: 3 clusters Score -9326901 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45225 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -9327488.000000 Penalty: 5564.835449
	Iteration 20F: 3 clusters Score -9327488 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44095 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
Score: -9328209.000000 Penalty: 5564.835449
	Iteration 21Q: 3 clusters Score -9328209 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 31696 members 
Entering Unmasked Estep 
Score: -9329158.000000 Penalty: 5564.835449
	Iteration 22Q: 3 clusters Score -9329158 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41556 members 
Mstep: Class 2 contains 33009 members 
Entering Unmasked Estep 
Score: -9330160.000000 Penalty: 5564.835449
	Iteration 23Q: 3 clusters Score -9330160 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40179 members 
Mstep: Class 2 contains 34386 members 
Entering Unmasked Estep 
Score: -9331218.000000 Penalty: 5564.835449
	Iteration 24Q: 3 clusters Score -9331218 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38892 members 
Mstep: Class 2 contains 35673 members 
Entering Unmasked Estep 
Score: -9332149.000000 Penalty: 5564.835449
	Iteration 25Q: 3 clusters Score -9332149 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 36756 members 
Entering Unmasked Estep 
Score: -9332735.000000 Penalty: 5564.835449
	Iteration 26Q: 3 clusters Score -9332735 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36944 members 
Mstep: Class 2 contains 37621 members 
Entering Unmasked Estep 
Score: -9333028.000000 Penalty: 5564.835449
	Iteration 27Q: 3 clusters Score -9333028 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36288 members 
Mstep: Class 2 contains 38277 members 
Entering Unmasked Estep 
Score: -9333187.000000 Penalty: 5564.835449
	Iteration 28Q: 3 clusters Score -9333187 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35767 members 
Mstep: Class 2 contains 38798 members 
Entering Unmasked Estep 
Score: -9333259.000000 Penalty: 5564.835449
	Iteration 29Q: 3 clusters Score -9333259 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 39228 members 
Entering Unmasked Estep 
Score: -9333338.000000 Penalty: 5564.835449
	Iteration 30Q: 3 clusters Score -9333338 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34994 members 
Mstep: Class 2 contains 39571 members 
Entering Unmasked Estep 
Score: -9333403.000000 Penalty: 5564.835449
	Iteration 31Q: 3 clusters Score -9333403 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34715 members 
Mstep: Class 2 contains 39850 members 
Entering Unmasked Estep 
Score: -9333406.000000 Penalty: 5564.835449
	Iteration 32Q: 3 clusters Score -9333406 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 40087 members 
Entering Unmasked Estep 
Score: -9333414.000000 Penalty: 5564.835449
	Iteration 33Q: 3 clusters Score -9333414 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 40276 members 
Entering Unmasked Estep 
Score: -9333460.000000 Penalty: 5564.835449
	Iteration 34Q: 3 clusters Score -9333460 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 40420 members 
Entering Unmasked Estep 
Score: -9333436.000000 Penalty: 5564.835449
	Iteration 35Q: 3 clusters Score -9333436 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34042 members 
Mstep: Class 2 contains 40523 members 
Entering Unmasked Estep 
Score: -9333453.000000 Penalty: 5564.835449
	Iteration 36Q: 3 clusters Score -9333453 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33931 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
Score: -9333442.000000 Penalty: 5564.835449
	Iteration 37Q: 3 clusters Score -9333442 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 40722 members 
Entering Unmasked Estep 
Score: -9333463.000000 Penalty: 5564.835449
	Iteration 38Q: 3 clusters Score -9333463 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -9333448.000000 Penalty: 5564.835449
	Iteration 39Q: 3 clusters Score -9333448 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33735 members 
Mstep: Class 2 contains 40830 members 
Entering Unmasked Estep 
Score: -9333449.000000 Penalty: 5564.835449
	Iteration 40F: 3 clusters Score -9333449 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -9333466.000000 Penalty: 5564.835449
	Iteration 41Q: 3 clusters Score -9333466 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 40924 members 
Entering Unmasked Estep 
Score: -9333462.000000 Penalty: 5564.835449
	Iteration 42Q: 3 clusters Score -9333462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33615 members 
Mstep: Class 2 contains 40950 members 
Entering Unmasked Estep 
Score: -9333459.000000 Penalty: 5564.835449
	Iteration 43Q: 3 clusters Score -9333459 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 40977 members 
Entering Unmasked Estep 
Score: -9333480.000000 Penalty: 5564.835449
	Iteration 44Q: 3 clusters Score -9333480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 40993 members 
Entering Unmasked Estep 
Score: -9333478.000000 Penalty: 5564.835449
	Iteration 45Q: 3 clusters Score -9333478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33562 members 
Mstep: Class 2 contains 41003 members 
Entering Unmasked Estep 
Score: -9333477.000000 Penalty: 5564.835449
	Iteration 46Q: 3 clusters Score -9333477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 41010 members 
Entering Unmasked Estep 
Score: -9333474.000000 Penalty: 5564.835449
	Iteration 47Q: 3 clusters Score -9333474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33548 members 
Mstep: Class 2 contains 41017 members 
Entering Unmasked Estep 
Score: -9333468.000000 Penalty: 5564.835449
	Iteration 48Q: 3 clusters Score -9333468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 41022 members 
Entering Unmasked Estep 
Score: -9333486.000000 Penalty: 5564.835449
	Iteration 49Q: 3 clusters Score -9333486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33539 members 
Mstep: Class 2 contains 41026 members 
Entering Unmasked Estep 
Score: -9333479.000000 Penalty: 5564.835449
	Iteration 50Q: 3 clusters Score -9333479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 41029 members 
Entering Unmasked Estep 
Score: -9333472.000000 Penalty: 5564.835449
	Iteration 51Q: 3 clusters Score -9333472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33533 members 
Mstep: Class 2 contains 41032 members 
Entering Unmasked Estep 
Score: -9333479.000000 Penalty: 5564.835449
	Iteration 52Q: 3 clusters Score -9333479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33527 members 
Mstep: Class 2 contains 41038 members 
Entering Unmasked Estep 
Score: -9333476.000000 Penalty: 5564.835449
	Iteration 53Q: 3 clusters Score -9333476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 41043 members 
Entering Unmasked Estep 
Score: -9333469.000000 Penalty: 5564.835449
	Iteration 54Q: 3 clusters Score -9333469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 41050 members 
Entering Unmasked Estep 
Score: -9333477.000000 Penalty: 5564.835449
	Iteration 55Q: 3 clusters Score -9333477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 41056 members 
Entering Unmasked Estep 
Score: -9333469.000000 Penalty: 5564.835449
	Iteration 56Q: 3 clusters Score -9333469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33503 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
Score: -9333470.000000 Penalty: 5564.835449
	Iteration 57Q: 3 clusters Score -9333470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 41068 members 
Entering Unmasked Estep 
Score: -9333472.000000 Penalty: 5564.835449
	Iteration 58Q: 3 clusters Score -9333472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 41075 members 
Entering Unmasked Estep 
Score: -9333477.000000 Penalty: 5564.835449
	Iteration 59Q: 3 clusters Score -9333477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33480 members 
Mstep: Class 2 contains 41085 members 
Entering Unmasked Estep 
Score: -9333479.000000 Penalty: 5564.835449
	Iteration 60F: 3 clusters Score -9333479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 41091 members 
Entering Unmasked Estep 
Score: -9333473.000000 Penalty: 5564.835449
	Iteration 61Q: 3 clusters Score -9333473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33471 members 
Mstep: Class 2 contains 41094 members 
Entering Unmasked Estep 
Score: -9333474.000000 Penalty: 5564.835449
	Iteration 62Q: 3 clusters Score -9333474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 41096 members 
Entering Unmasked Estep 
Score: -9333479.000000 Penalty: 5564.835449
	Iteration 63Q: 3 clusters Score -9333479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33464 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
Score: -9333479.000000 Penalty: 5564.835449
	Iteration 64Q: 3 clusters Score -9333479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33459 members 
Mstep: Class 2 contains 41106 members 
Entering Unmasked Estep 
Score: -9333471.000000 Penalty: 5564.835449
	Iteration 65Q: 3 clusters Score -9333471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Mstep: Class 2 contains 41113 members 
Entering Unmasked Estep 
Score: -9333463.000000 Penalty: 5564.835449
	Iteration 66Q: 3 clusters Score -9333463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 41115 members 
Entering Unmasked Estep 
Score: -9333473.000000 Penalty: 5564.835449
	Iteration 67Q: 3 clusters Score -9333473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 41120 members 
Entering Unmasked Estep 
Score: -9333464.000000 Penalty: 5564.835449
	Iteration 68Q: 3 clusters Score -9333464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 41125 members 
Entering Unmasked Estep 
Score: -9333463.000000 Penalty: 5564.835449
	Iteration 69Q: 3 clusters Score -9333463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 41127 members 
Entering Unmasked Estep 
Score: -9333466.000000 Penalty: 5564.835449
	Iteration 70Q: 3 clusters Score -9333466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 41127 members 
Entering Unmasked Estep 
Score: -9333466.000000 Penalty: 5564.835449
	Iteration 71F: 3 clusters Score -9333466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 14420 members 
Mstep: Class 3 contains 54084 members 
Mstep: Class 4 contains 36440 members 
Mstep: Class 5 contains 6646 members 
Mstep: Class 6 contains 3068 members 
Mstep: Class 7 contains 27669 members 
Mstep: Class 8 contains 33438 members 
Mstep: Class 9 contains 6589 members 
Mstep: Class 10 contains 104560 members 
Mstep: Class 11 contains 25398 members 
Mstep: Class 12 contains 4221 members 
Mstep: Class 13 contains 207506 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1823 members 
Mstep: Class 17 contains 41127 members 
Mstep: Class 19 contains 56581 members 
Mstep: Class 20 contains 201213 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5689 members 
Entering Unmasked Estep 
Score: -104766200.000000 Penalty: 71150.023438
Splitting cluster 8 changes total score from -104765400.000000 to -104766200.000000
So it's getting split into cluster 17.
Entering ConstructFrom: 
Trying to split cluster 9 (6589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Entering Unmasked Estep 
Score: -834918.375000 Penalty: 2180.702881
	Iteration 0F: 2 clusters Score -834918.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -829395.125000 Penalty: 4361.405762
	Iteration 0F: 3 clusters Score -829395.1 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -830766.500000 Penalty: 4361.405762
	Iteration 1F: 3 clusters Score -830766.5 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -831032.562500 Penalty: 4361.405762
	Iteration 2F: 3 clusters Score -831032.6 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -831212.875000 Penalty: 4361.405762
	Iteration 3F: 3 clusters Score -831212.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -831338.875000 Penalty: 4361.405762
	Iteration 4Q: 3 clusters Score -831338.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -831449.312500 Penalty: 4361.405762
	Iteration 5Q: 3 clusters Score -831449.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -831547.812500 Penalty: 4361.405762
	Iteration 6Q: 3 clusters Score -831547.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -831650.687500 Penalty: 4361.405762
	Iteration 7Q: 3 clusters Score -831650.7 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -831754.000000 Penalty: 4361.405762
	Iteration 8Q: 3 clusters Score -831754 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -831854.500000 Penalty: 4361.405762
	Iteration 9Q: 3 clusters Score -831854.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -831961.375000 Penalty: 4361.405762
	Iteration 10Q: 3 clusters Score -831961.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -832069.812500 Penalty: 4361.405762
	Iteration 11Q: 3 clusters Score -832069.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -832183.750000 Penalty: 4361.405762
	Iteration 12Q: 3 clusters Score -832183.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -832308.937500 Penalty: 4361.405762
	Iteration 13Q: 3 clusters Score -832308.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -832430.625000 Penalty: 4361.405762
	Iteration 14Q: 3 clusters Score -832430.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -832540.937500 Penalty: 4361.405762
	Iteration 15Q: 3 clusters Score -832540.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -832631.812500 Penalty: 4361.405762
	Iteration 16Q: 3 clusters Score -832631.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -832725.500000 Penalty: 4361.405762
	Iteration 17Q: 3 clusters Score -832725.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -832818.812500 Penalty: 4361.405762
	Iteration 18Q: 3 clusters Score -832818.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -832871.875000 Penalty: 4361.405762
	Iteration 19Q: 3 clusters Score -832871.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -832914.750000 Penalty: 4361.405762
	Iteration 20F: 3 clusters Score -832914.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -832943.812500 Penalty: 4361.405762
	Iteration 21Q: 3 clusters Score -832943.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -832967.000000 Penalty: 4361.405762
	Iteration 22Q: 3 clusters Score -832967 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -832997.000000 Penalty: 4361.405762
	Iteration 23Q: 3 clusters Score -832997 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -833020.625000 Penalty: 4361.405762
	Iteration 24Q: 3 clusters Score -833020.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -833042.437500 Penalty: 4361.405762
	Iteration 25Q: 3 clusters Score -833042.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -833053.375000 Penalty: 4361.405762
	Iteration 26Q: 3 clusters Score -833053.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -833059.062500 Penalty: 4361.405762
	Iteration 27Q: 3 clusters Score -833059.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -833063.812500 Penalty: 4361.405762
	Iteration 28Q: 3 clusters Score -833063.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -833068.000000 Penalty: 4361.405762
	Iteration 29Q: 3 clusters Score -833068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -833068.187500 Penalty: 4361.405762
	Iteration 30Q: 3 clusters Score -833068.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -833072.625000 Penalty: 4361.405762
	Iteration 31Q: 3 clusters Score -833072.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -833072.312500 Penalty: 4361.405762
	Iteration 32Q: 3 clusters Score -833072.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -833072.312500 Penalty: 4361.405762
	Iteration 33F: 3 clusters Score -833072.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (104560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104560 members 
Entering Unmasked Estep 
Score: -13134890.000000 Penalty: 2866.263916
	Iteration 0F: 2 clusters Score -1.313489e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52397 members 
Mstep: Class 2 contains 52163 members 
Entering Unmasked Estep 
Score: -13064996.000000 Penalty: 5732.527832
	Iteration 0F: 3 clusters Score -1.3065e+07 nChanged 49626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54407 members 
Mstep: Class 2 contains 50153 members 
Entering Unmasked Estep 
Score: -13093666.000000 Penalty: 5732.527832
	Iteration 1F: 3 clusters Score -1.309367e+07 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55787 members 
Mstep: Class 2 contains 48773 members 
Entering Unmasked Estep 
Score: -13094822.000000 Penalty: 5732.527832
	Iteration 2Q: 3 clusters Score -1.309482e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57843 members 
Mstep: Class 2 contains 46717 members 
Entering Unmasked Estep 
Score: -13096333.000000 Penalty: 5732.527832
	Iteration 3Q: 3 clusters Score -1.309633e+07 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60761 members 
Mstep: Class 2 contains 43799 members 
Entering Unmasked Estep 
Score: -13098275.000000 Penalty: 5732.527832
	Iteration 4Q: 3 clusters Score -1.309828e+07 nChanged 5625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64836 members 
Mstep: Class 2 contains 39724 members 
Entering Unmasked Estep 
Score: -13101074.000000 Penalty: 5732.527832
	Iteration 5F: 3 clusters Score -1.310107e+07 nChanged 6334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70042 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -13104851.000000 Penalty: 5732.527832
	Iteration 6F: 3 clusters Score -1.310485e+07 nChanged 6952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76220 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -13109807.000000 Penalty: 5732.527832
	Iteration 7F: 3 clusters Score -1.310981e+07 nChanged 6866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82586 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -13115028.000000 Penalty: 5732.527832
	Iteration 8F: 3 clusters Score -1.311503e+07 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88513 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -13120354.000000 Penalty: 5732.527832
	Iteration 9F: 3 clusters Score -1.312035e+07 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93342 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -13124489.000000 Penalty: 5732.527832
	Iteration 10Q: 3 clusters Score -1.312449e+07 nChanged 3530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96790 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -13127283.000000 Penalty: 5732.527832
	Iteration 11Q: 3 clusters Score -1.312728e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99159 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -13129213.000000 Penalty: 5732.527832
	Iteration 12Q: 3 clusters Score -1.312921e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100785 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -13130365.000000 Penalty: 5732.527832
	Iteration 13Q: 3 clusters Score -1.313036e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101843 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -13131186.000000 Penalty: 5732.527832
	Iteration 14Q: 3 clusters Score -1.313119e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102522 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -13131633.000000 Penalty: 5732.527832
	Iteration 15Q: 3 clusters Score -1.313163e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102977 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -13131921.000000 Penalty: 5732.527832
	Iteration 16Q: 3 clusters Score -1.313192e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103237 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -13132055.000000 Penalty: 5732.527832
	Iteration 17Q: 3 clusters Score -1.313206e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103424 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -13132174.000000 Penalty: 5732.527832
	Iteration 18Q: 3 clusters Score -1.313217e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103557 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -13132274.000000 Penalty: 5732.527832
	Iteration 19Q: 3 clusters Score -1.313227e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103648 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -13132315.000000 Penalty: 5732.527832
	Iteration 20F: 3 clusters Score -1.313232e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103706 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -13132354.000000 Penalty: 5732.527832
	Iteration 21Q: 3 clusters Score -1.313235e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103749 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -13132369.000000 Penalty: 5732.527832
	Iteration 22Q: 3 clusters Score -1.313237e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103781 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -13132388.000000 Penalty: 5732.527832
	Iteration 23Q: 3 clusters Score -1.313239e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103803 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -13132410.000000 Penalty: 5732.527832
	Iteration 24Q: 3 clusters Score -1.313241e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103825 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -13132419.000000 Penalty: 5732.527832
	Iteration 25Q: 3 clusters Score -1.313242e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103842 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -13132419.000000 Penalty: 5732.527832
	Iteration 26Q: 3 clusters Score -1.313242e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103859 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -13132428.000000 Penalty: 5732.527832
	Iteration 27Q: 3 clusters Score -1.313243e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103867 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -13132439.000000 Penalty: 5732.527832
	Iteration 28Q: 3 clusters Score -1.313244e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103874 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -13132444.000000 Penalty: 5732.527832
	Iteration 29Q: 3 clusters Score -1.313244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103878 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -13132439.000000 Penalty: 5732.527832
	Iteration 30Q: 3 clusters Score -1.313244e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103883 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -13132449.000000 Penalty: 5732.527832
	Iteration 31Q: 3 clusters Score -1.313245e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103887 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -13132444.000000 Penalty: 5732.527832
	Iteration 32Q: 3 clusters Score -1.313244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103893 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -13132450.000000 Penalty: 5732.527832
	Iteration 33Q: 3 clusters Score -1.313245e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103899 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -13132445.000000 Penalty: 5732.527832
	Iteration 34Q: 3 clusters Score -1.313244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103902 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -13132461.000000 Penalty: 5732.527832
	Iteration 35Q: 3 clusters Score -1.313246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103906 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -13132472.000000 Penalty: 5732.527832
	Iteration 36Q: 3 clusters Score -1.313247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103909 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -13132470.000000 Penalty: 5732.527832
	Iteration 37Q: 3 clusters Score -1.313247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103911 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -13132459.000000 Penalty: 5732.527832
	Iteration 38Q: 3 clusters Score -1.313246e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103911 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -13132459.000000 Penalty: 5732.527832
	Iteration 39F: 3 clusters Score -1.313246e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (25398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Entering Unmasked Estep 
Score: -3193246.250000 Penalty: 2515.321533
	Iteration 0F: 2 clusters Score -3193246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -3175698.000000 Penalty: 5030.643066
	Iteration 0F: 3 clusters Score -3175698 nChanged 11331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -3181834.750000 Penalty: 5030.643066
	Iteration 1F: 3 clusters Score -3181835 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -3182304.750000 Penalty: 5030.643066
	Iteration 2F: 3 clusters Score -3182305 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13265 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -3182707.750000 Penalty: 5030.643066
	Iteration 3Q: 3 clusters Score -3182708 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -3183114.250000 Penalty: 5030.643066
	Iteration 4Q: 3 clusters Score -3183114 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -3183504.750000 Penalty: 5030.643066
	Iteration 5Q: 3 clusters Score -3183505 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14106 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -3183908.000000 Penalty: 5030.643066
	Iteration 6Q: 3 clusters Score -3183908 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -3184373.000000 Penalty: 5030.643066
	Iteration 7Q: 3 clusters Score -3184373 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -3184927.250000 Penalty: 5030.643066
	Iteration 8Q: 3 clusters Score -3184927 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -3185540.250000 Penalty: 5030.643066
	Iteration 9Q: 3 clusters Score -3185540 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -3186180.750000 Penalty: 5030.643066
	Iteration 10Q: 3 clusters Score -3186181 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -3186833.500000 Penalty: 5030.643066
	Iteration 11Q: 3 clusters Score -3186834 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -3187398.250000 Penalty: 5030.643066
	Iteration 12Q: 3 clusters Score -3187398 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -3187835.000000 Penalty: 5030.643066
	Iteration 13Q: 3 clusters Score -3187835 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -3188162.500000 Penalty: 5030.643066
	Iteration 14Q: 3 clusters Score -3188162 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -3188395.000000 Penalty: 5030.643066
	Iteration 15Q: 3 clusters Score -3188395 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -3188568.250000 Penalty: 5030.643066
	Iteration 16Q: 3 clusters Score -3188568 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -3188689.250000 Penalty: 5030.643066
	Iteration 17Q: 3 clusters Score -3188689 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -3188760.250000 Penalty: 5030.643066
	Iteration 18Q: 3 clusters Score -3188760 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -3188825.500000 Penalty: 5030.643066
	Iteration 19Q: 3 clusters Score -3188826 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -3188884.000000 Penalty: 5030.643066
	Iteration 20F: 3 clusters Score -3188884 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -3188954.250000 Penalty: 5030.643066
	Iteration 21Q: 3 clusters Score -3188954 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -3189024.500000 Penalty: 5030.643066
	Iteration 22Q: 3 clusters Score -3189024 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -3189090.000000 Penalty: 5030.643066
	Iteration 23Q: 3 clusters Score -3189090 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -3189150.250000 Penalty: 5030.643066
	Iteration 24Q: 3 clusters Score -3189150 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -3189216.750000 Penalty: 5030.643066
	Iteration 25Q: 3 clusters Score -3189217 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -3189293.000000 Penalty: 5030.643066
	Iteration 26Q: 3 clusters Score -3189293 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -3189389.250000 Penalty: 5030.643066
	Iteration 27Q: 3 clusters Score -3189389 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -3189497.500000 Penalty: 5030.643066
	Iteration 28Q: 3 clusters Score -3189498 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -3189627.500000 Penalty: 5030.643066
	Iteration 29Q: 3 clusters Score -3189628 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -3189787.500000 Penalty: 5030.643066
	Iteration 30Q: 3 clusters Score -3189788 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -3190006.500000 Penalty: 5030.643066
	Iteration 31Q: 3 clusters Score -3190006 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -3190265.250000 Penalty: 5030.643066
	Iteration 32Q: 3 clusters Score -3190265 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -3190512.500000 Penalty: 5030.643066
	Iteration 33Q: 3 clusters Score -3190512 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -3190712.750000 Penalty: 5030.643066
	Iteration 34Q: 3 clusters Score -3190713 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -3190858.500000 Penalty: 5030.643066
	Iteration 35Q: 3 clusters Score -3190858 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -3190978.500000 Penalty: 5030.643066
	Iteration 36Q: 3 clusters Score -3190978 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -3191075.000000 Penalty: 5030.643066
	Iteration 37Q: 3 clusters Score -3191075 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -3191132.250000 Penalty: 5030.643066
	Iteration 38Q: 3 clusters Score -3191132 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -3191188.750000 Penalty: 5030.643066
	Iteration 39Q: 3 clusters Score -3191189 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -3191216.500000 Penalty: 5030.643066
	Iteration 40F: 3 clusters Score -3191216 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19797 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -3191234.750000 Penalty: 5030.643066
	Iteration 41Q: 3 clusters Score -3191235 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -3191249.000000 Penalty: 5030.643066
	Iteration 42Q: 3 clusters Score -3191249 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -3191258.500000 Penalty: 5030.643066
	Iteration 43Q: 3 clusters Score -3191258 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -3191287.000000 Penalty: 5030.643066
	Iteration 44Q: 3 clusters Score -3191287 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -3191285.500000 Penalty: 5030.643066
	Iteration 45Q: 3 clusters Score -3191286 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20024 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -3191287.250000 Penalty: 5030.643066
	Iteration 46Q: 3 clusters Score -3191287 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -3191296.000000 Penalty: 5030.643066
	Iteration 47Q: 3 clusters Score -3191296 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -3191295.500000 Penalty: 5030.643066
	Iteration 48Q: 3 clusters Score -3191296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -3191296.250000 Penalty: 5030.643066
	Iteration 49Q: 3 clusters Score -3191296 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -3191302.500000 Penalty: 5030.643066
	Iteration 50Q: 3 clusters Score -3191302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20126 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -3191300.250000 Penalty: 5030.643066
	Iteration 51Q: 3 clusters Score -3191300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -3191296.000000 Penalty: 5030.643066
	Iteration 52Q: 3 clusters Score -3191296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -3191293.250000 Penalty: 5030.643066
	Iteration 53Q: 3 clusters Score -3191293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -3191295.750000 Penalty: 5030.643066
	Iteration 54Q: 3 clusters Score -3191296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -3191299.750000 Penalty: 5030.643066
	Iteration 55Q: 3 clusters Score -3191300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -3191298.000000 Penalty: 5030.643066
	Iteration 56Q: 3 clusters Score -3191298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -3191297.250000 Penalty: 5030.643066
	Iteration 57Q: 3 clusters Score -3191297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -3191296.500000 Penalty: 5030.643066
	Iteration 58Q: 3 clusters Score -3191296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -3191300.000000 Penalty: 5030.643066
	Iteration 59Q: 3 clusters Score -3191300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -3191297.000000 Penalty: 5030.643066
	Iteration 60F: 3 clusters Score -3191297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -3191301.250000 Penalty: 5030.643066
	Iteration 61Q: 3 clusters Score -3191301 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -3191296.500000 Penalty: 5030.643066
	Iteration 62Q: 3 clusters Score -3191296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -3191300.750000 Penalty: 5030.643066
	Iteration 63Q: 3 clusters Score -3191301 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -3191300.750000 Penalty: 5030.643066
	Iteration 64F: 3 clusters Score -3191301 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Entering Unmasked Estep 
Score: -491776.562500 Penalty: 2070.260986
	Iteration 0F: 2 clusters Score -491776.6 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 2084 members 
Entering Unmasked Estep 
Score: -487746.218750 Penalty: 4140.521973
	Iteration 0F: 3 clusters Score -487746.2 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -488794.906250 Penalty: 4140.521973
	Iteration 1F: 3 clusters Score -488794.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -489083.281250 Penalty: 4140.521973
	Iteration 2F: 3 clusters Score -489083.3 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -489319.187500 Penalty: 4140.521973
	Iteration 3F: 3 clusters Score -489319.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -489523.500000 Penalty: 4140.521973
	Iteration 4F: 3 clusters Score -489523.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -489704.218750 Penalty: 4140.521973
	Iteration 5Q: 3 clusters Score -489704.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -489864.843750 Penalty: 4140.521973
	Iteration 6Q: 3 clusters Score -489864.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -490003.625000 Penalty: 4140.521973
	Iteration 7Q: 3 clusters Score -490003.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -490110.437500 Penalty: 4140.521973
	Iteration 8Q: 3 clusters Score -490110.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -490195.875000 Penalty: 4140.521973
	Iteration 9Q: 3 clusters Score -490195.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -490262.906250 Penalty: 4140.521973
	Iteration 10Q: 3 clusters Score -490262.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -490304.937500 Penalty: 4140.521973
	Iteration 11Q: 3 clusters Score -490304.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -490340.500000 Penalty: 4140.521973
	Iteration 12Q: 3 clusters Score -490340.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -490377.406250 Penalty: 4140.521973
	Iteration 13Q: 3 clusters Score -490377.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -490408.468750 Penalty: 4140.521973
	Iteration 14Q: 3 clusters Score -490408.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -490431.593750 Penalty: 4140.521973
	Iteration 15Q: 3 clusters Score -490431.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -490450.656250 Penalty: 4140.521973
	Iteration 16Q: 3 clusters Score -490450.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -490467.906250 Penalty: 4140.521973
	Iteration 17Q: 3 clusters Score -490467.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -490481.812500 Penalty: 4140.521973
	Iteration 18Q: 3 clusters Score -490481.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -490494.281250 Penalty: 4140.521973
	Iteration 19Q: 3 clusters Score -490494.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -490500.250000 Penalty: 4140.521973
	Iteration 20F: 3 clusters Score -490500.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -490502.437500 Penalty: 4140.521973
	Iteration 21Q: 3 clusters Score -490502.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -490507.281250 Penalty: 4140.521973
	Iteration 22Q: 3 clusters Score -490507.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -490509.562500 Penalty: 4140.521973
	Iteration 23Q: 3 clusters Score -490509.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -490511.500000 Penalty: 4140.521973
	Iteration 24Q: 3 clusters Score -490511.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -490514.781250 Penalty: 4140.521973
	Iteration 25Q: 3 clusters Score -490514.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -490517.625000 Penalty: 4140.521973
	Iteration 26Q: 3 clusters Score -490517.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -490517.656250 Penalty: 4140.521973
	Iteration 27Q: 3 clusters Score -490517.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -490519.125000 Penalty: 4140.521973
	Iteration 28Q: 3 clusters Score -490519.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -490522.218750 Penalty: 4140.521973
	Iteration 29Q: 3 clusters Score -490522.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -490523.968750 Penalty: 4140.521973
	Iteration 30Q: 3 clusters Score -490524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -490525.218750 Penalty: 4140.521973
	Iteration 31Q: 3 clusters Score -490525.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -490528.812500 Penalty: 4140.521973
	Iteration 32Q: 3 clusters Score -490528.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -490529.906250 Penalty: 4140.521973
	Iteration 33Q: 3 clusters Score -490529.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -490532.437500 Penalty: 4140.521973
	Iteration 34Q: 3 clusters Score -490532.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -490534.968750 Penalty: 4140.521973
	Iteration 35Q: 3 clusters Score -490535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -490536.312500 Penalty: 4140.521973
	Iteration 36Q: 3 clusters Score -490536.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -490539.375000 Penalty: 4140.521973
	Iteration 37Q: 3 clusters Score -490539.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -490543.500000 Penalty: 4140.521973
	Iteration 38Q: 3 clusters Score -490543.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -490545.593750 Penalty: 4140.521973
	Iteration 39Q: 3 clusters Score -490545.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -490548.906250 Penalty: 4140.521973
	Iteration 40F: 3 clusters Score -490548.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -490552.718750 Penalty: 4140.521973
	Iteration 41Q: 3 clusters Score -490552.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -490553.656250 Penalty: 4140.521973
	Iteration 42Q: 3 clusters Score -490553.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -490555.000000 Penalty: 4140.521973
	Iteration 43Q: 3 clusters Score -490555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -490557.000000 Penalty: 4140.521973
	Iteration 44Q: 3 clusters Score -490557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -490561.093750 Penalty: 4140.521973
	Iteration 45Q: 3 clusters Score -490561.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -490564.156250 Penalty: 4140.521973
	Iteration 46Q: 3 clusters Score -490564.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -490566.375000 Penalty: 4140.521973
	Iteration 47Q: 3 clusters Score -490566.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -490571.750000 Penalty: 4140.521973
	Iteration 48Q: 3 clusters Score -490571.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -490577.406250 Penalty: 4140.521973
	Iteration 49Q: 3 clusters Score -490577.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -490581.781250 Penalty: 4140.521973
	Iteration 50Q: 3 clusters Score -490581.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -490586.125000 Penalty: 4140.521973
	Iteration 51Q: 3 clusters Score -490586.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -490588.156250 Penalty: 4140.521973
	Iteration 52Q: 3 clusters Score -490588.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -490591.906250 Penalty: 4140.521973
	Iteration 53Q: 3 clusters Score -490591.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -490593.687500 Penalty: 4140.521973
	Iteration 54Q: 3 clusters Score -490593.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -490596.062500 Penalty: 4140.521973
	Iteration 55Q: 3 clusters Score -490596.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -490596.843750 Penalty: 4140.521973
	Iteration 56Q: 3 clusters Score -490596.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -490597.812500 Penalty: 4140.521973
	Iteration 57Q: 3 clusters Score -490597.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -490598.125000 Penalty: 4140.521973
	Iteration 58Q: 3 clusters Score -490598.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -490598.125000 Penalty: 4140.521973
	Iteration 59F: 3 clusters Score -490598.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (207506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207506 members 
Entering Unmasked Estep 
Score: -25794186.000000 Penalty: 3036.242920
	Iteration 0F: 2 clusters Score -2.579419e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103703 members 
Mstep: Class 2 contains 103803 members 
Entering Unmasked Estep 
Score: -25659126.000000 Penalty: 6072.485840
	Iteration 0F: 3 clusters Score -2.565913e+07 nChanged 99755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104100 members 
Mstep: Class 2 contains 103406 members 
Entering Unmasked Estep 
Score: -25717376.000000 Penalty: 6072.485840
	Iteration 1F: 3 clusters Score -2.571738e+07 nChanged 5676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104148 members 
Mstep: Class 2 contains 103358 members 
Entering Unmasked Estep 
Score: -25718506.000000 Penalty: 6072.485840
	Iteration 2Q: 3 clusters Score -2.571851e+07 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104349 members 
Mstep: Class 2 contains 103157 members 
Entering Unmasked Estep 
Score: -25720442.000000 Penalty: 6072.485840
	Iteration 3Q: 3 clusters Score -2.572044e+07 nChanged 7230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104867 members 
Mstep: Class 2 contains 102639 members 
Entering Unmasked Estep 
Score: -25723136.000000 Penalty: 6072.485840
	Iteration 4Q: 3 clusters Score -2.572314e+07 nChanged 8984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105785 members 
Mstep: Class 2 contains 101721 members 
Entering Unmasked Estep 
Score: -25727688.000000 Penalty: 6072.485840
	Iteration 5Q: 3 clusters Score -2.572769e+07 nChanged 11285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107420 members 
Mstep: Class 2 contains 100086 members 
Entering Unmasked Estep 
Score: -25734782.000000 Penalty: 6072.485840
	Iteration 6F: 3 clusters Score -2.573478e+07 nChanged 13736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110086 members 
Mstep: Class 2 contains 97420 members 
Entering Unmasked Estep 
Score: -25745234.000000 Penalty: 6072.485840
	Iteration 7F: 3 clusters Score -2.574523e+07 nChanged 15285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113383 members 
Mstep: Class 2 contains 94123 members 
Entering Unmasked Estep 
Score: -25757868.000000 Penalty: 6072.485840
	Iteration 8F: 3 clusters Score -2.575787e+07 nChanged 13669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116486 members 
Mstep: Class 2 contains 91020 members 
Entering Unmasked Estep 
Score: -25767000.000000 Penalty: 6072.485840
	Iteration 9F: 3 clusters Score -2.5767e+07 nChanged 9090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118890 members 
Mstep: Class 2 contains 88616 members 
Entering Unmasked Estep 
Score: -25770498.000000 Penalty: 6072.485840
	Iteration 10Q: 3 clusters Score -2.57705e+07 nChanged 5198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121120 members 
Mstep: Class 2 contains 86386 members 
Entering Unmasked Estep 
Score: -25772016.000000 Penalty: 6072.485840
	Iteration 11Q: 3 clusters Score -2.577202e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123383 members 
Mstep: Class 2 contains 84123 members 
Entering Unmasked Estep 
Score: -25773480.000000 Penalty: 6072.485840
	Iteration 12Q: 3 clusters Score -2.577348e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125870 members 
Mstep: Class 2 contains 81636 members 
Entering Unmasked Estep 
Score: -25775078.000000 Penalty: 6072.485840
	Iteration 13Q: 3 clusters Score -2.577508e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128412 members 
Mstep: Class 2 contains 79094 members 
Entering Unmasked Estep 
Score: -25776464.000000 Penalty: 6072.485840
	Iteration 14Q: 3 clusters Score -2.577646e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130906 members 
Mstep: Class 2 contains 76600 members 
Entering Unmasked Estep 
Score: -25777966.000000 Penalty: 6072.485840
	Iteration 15Q: 3 clusters Score -2.577797e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133330 members 
Mstep: Class 2 contains 74176 members 
Entering Unmasked Estep 
Score: -25779342.000000 Penalty: 6072.485840
	Iteration 16Q: 3 clusters Score -2.577934e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135591 members 
Mstep: Class 2 contains 71915 members 
Entering Unmasked Estep 
Score: -25780492.000000 Penalty: 6072.485840
	Iteration 17Q: 3 clusters Score -2.578049e+07 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137703 members 
Mstep: Class 2 contains 69803 members 
Entering Unmasked Estep 
Score: -25781230.000000 Penalty: 6072.485840
	Iteration 18Q: 3 clusters Score -2.578123e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139676 members 
Mstep: Class 2 contains 67830 members 
Entering Unmasked Estep 
Score: -25781948.000000 Penalty: 6072.485840
	Iteration 19Q: 3 clusters Score -2.578195e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141602 members 
Mstep: Class 2 contains 65904 members 
Entering Unmasked Estep 
Score: -25782552.000000 Penalty: 6072.485840
	Iteration 20F: 3 clusters Score -2.578255e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143433 members 
Mstep: Class 2 contains 64073 members 
Entering Unmasked Estep 
Score: -25783090.000000 Penalty: 6072.485840
	Iteration 21Q: 3 clusters Score -2.578309e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145231 members 
Mstep: Class 2 contains 62275 members 
Entering Unmasked Estep 
Score: -25783480.000000 Penalty: 6072.485840
	Iteration 22Q: 3 clusters Score -2.578348e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146976 members 
Mstep: Class 2 contains 60530 members 
Entering Unmasked Estep 
Score: -25784024.000000 Penalty: 6072.485840
	Iteration 23Q: 3 clusters Score -2.578402e+07 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148849 members 
Mstep: Class 2 contains 58657 members 
Entering Unmasked Estep 
Score: -25784352.000000 Penalty: 6072.485840
	Iteration 24Q: 3 clusters Score -2.578435e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150736 members 
Mstep: Class 2 contains 56770 members 
Entering Unmasked Estep 
Score: -25784662.000000 Penalty: 6072.485840
	Iteration 25Q: 3 clusters Score -2.578466e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152683 members 
Mstep: Class 2 contains 54823 members 
Entering Unmasked Estep 
Score: -25785202.000000 Penalty: 6072.485840
	Iteration 26Q: 3 clusters Score -2.57852e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154730 members 
Mstep: Class 2 contains 52776 members 
Entering Unmasked Estep 
Score: -25785672.000000 Penalty: 6072.485840
	Iteration 27Q: 3 clusters Score -2.578567e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156864 members 
Mstep: Class 2 contains 50642 members 
Entering Unmasked Estep 
Score: -25786128.000000 Penalty: 6072.485840
	Iteration 28Q: 3 clusters Score -2.578613e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159115 members 
Mstep: Class 2 contains 48391 members 
Entering Unmasked Estep 
Score: -25786622.000000 Penalty: 6072.485840
	Iteration 29Q: 3 clusters Score -2.578662e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161305 members 
Mstep: Class 2 contains 46201 members 
Entering Unmasked Estep 
Score: -25786886.000000 Penalty: 6072.485840
	Iteration 30Q: 3 clusters Score -2.578689e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163550 members 
Mstep: Class 2 contains 43956 members 
Entering Unmasked Estep 
Score: -25787274.000000 Penalty: 6072.485840
	Iteration 31Q: 3 clusters Score -2.578727e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165824 members 
Mstep: Class 2 contains 41682 members 
Entering Unmasked Estep 
Score: -25787710.000000 Penalty: 6072.485840
	Iteration 32Q: 3 clusters Score -2.578771e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168076 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -25787972.000000 Penalty: 6072.485840
	Iteration 33Q: 3 clusters Score -2.578797e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170385 members 
Mstep: Class 2 contains 37121 members 
Entering Unmasked Estep 
Score: -25788336.000000 Penalty: 6072.485840
	Iteration 34Q: 3 clusters Score -2.578834e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172716 members 
Mstep: Class 2 contains 34790 members 
Entering Unmasked Estep 
Score: -25788780.000000 Penalty: 6072.485840
	Iteration 35Q: 3 clusters Score -2.578878e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175090 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
Score: -25789308.000000 Penalty: 6072.485840
	Iteration 36Q: 3 clusters Score -2.578931e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177438 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -25789814.000000 Penalty: 6072.485840
	Iteration 37Q: 3 clusters Score -2.578981e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179619 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -25790210.000000 Penalty: 6072.485840
	Iteration 38Q: 3 clusters Score -2.579021e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181702 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -25790404.000000 Penalty: 6072.485840
	Iteration 39Q: 3 clusters Score -2.57904e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183655 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -25790548.000000 Penalty: 6072.485840
	Iteration 40F: 3 clusters Score -2.579055e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185476 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -25790788.000000 Penalty: 6072.485840
	Iteration 41Q: 3 clusters Score -2.579079e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187197 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -25791010.000000 Penalty: 6072.485840
	Iteration 42Q: 3 clusters Score -2.579101e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188824 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -25791006.000000 Penalty: 6072.485840
	Iteration 43Q: 3 clusters Score -2.579101e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190309 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -25791178.000000 Penalty: 6072.485840
	Iteration 44Q: 3 clusters Score -2.579118e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191776 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -25791414.000000 Penalty: 6072.485840
	Iteration 45Q: 3 clusters Score -2.579141e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193127 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -25791600.000000 Penalty: 6072.485840
	Iteration 46Q: 3 clusters Score -2.57916e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194364 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -25791822.000000 Penalty: 6072.485840
	Iteration 47Q: 3 clusters Score -2.579182e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195496 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -25791912.000000 Penalty: 6072.485840
	Iteration 48Q: 3 clusters Score -2.579191e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196528 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -25792052.000000 Penalty: 6072.485840
	Iteration 49Q: 3 clusters Score -2.579205e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197481 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -25792160.000000 Penalty: 6072.485840
	Iteration 50Q: 3 clusters Score -2.579216e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198340 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -25792176.000000 Penalty: 6072.485840
	Iteration 51Q: 3 clusters Score -2.579218e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199102 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -25792238.000000 Penalty: 6072.485840
	Iteration 52Q: 3 clusters Score -2.579224e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199795 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -25792298.000000 Penalty: 6072.485840
	Iteration 53Q: 3 clusters Score -2.57923e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200399 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -25792316.000000 Penalty: 6072.485840
	Iteration 54Q: 3 clusters Score -2.579232e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200925 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -25792322.000000 Penalty: 6072.485840
	Iteration 55Q: 3 clusters Score -2.579232e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201398 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -25792356.000000 Penalty: 6072.485840
	Iteration 56Q: 3 clusters Score -2.579236e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201827 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -25792338.000000 Penalty: 6072.485840
	Iteration 57Q: 3 clusters Score -2.579234e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202220 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -25792322.000000 Penalty: 6072.485840
	Iteration 58Q: 3 clusters Score -2.579232e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202538 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -25792402.000000 Penalty: 6072.485840
	Iteration 59Q: 3 clusters Score -2.57924e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202815 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -25792408.000000 Penalty: 6072.485840
	Iteration 60F: 3 clusters Score -2.579241e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203068 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -25792392.000000 Penalty: 6072.485840
	Iteration 61Q: 3 clusters Score -2.579239e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203305 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -25792424.000000 Penalty: 6072.485840
	Iteration 62Q: 3 clusters Score -2.579242e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203524 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -25792446.000000 Penalty: 6072.485840
	Iteration 63Q: 3 clusters Score -2.579245e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203732 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -25792468.000000 Penalty: 6072.485840
	Iteration 64Q: 3 clusters Score -2.579247e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203922 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -25792532.000000 Penalty: 6072.485840
	Iteration 65Q: 3 clusters Score -2.579253e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204083 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -25792556.000000 Penalty: 6072.485840
	Iteration 66Q: 3 clusters Score -2.579256e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204217 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -25792574.000000 Penalty: 6072.485840
	Iteration 67Q: 3 clusters Score -2.579257e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204315 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -25792590.000000 Penalty: 6072.485840
	Iteration 68Q: 3 clusters Score -2.579259e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204413 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -25792572.000000 Penalty: 6072.485840
	Iteration 69Q: 3 clusters Score -2.579257e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204502 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -25792550.000000 Penalty: 6072.485840
	Iteration 70Q: 3 clusters Score -2.579255e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204598 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -25792550.000000 Penalty: 6072.485840
	Iteration 71Q: 3 clusters Score -2.579255e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204685 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -25792526.000000 Penalty: 6072.485840
	Iteration 72Q: 3 clusters Score -2.579253e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204768 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -25792526.000000 Penalty: 6072.485840
	Iteration 73Q: 3 clusters Score -2.579253e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204853 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -25792532.000000 Penalty: 6072.485840
	Iteration 74Q: 3 clusters Score -2.579253e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204934 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -25792520.000000 Penalty: 6072.485840
	Iteration 75Q: 3 clusters Score -2.579252e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205008 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -25792446.000000 Penalty: 6072.485840
	Iteration 76Q: 3 clusters Score -2.579245e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205070 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -25792402.000000 Penalty: 6072.485840
	Iteration 77Q: 3 clusters Score -2.57924e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205129 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -25792404.000000 Penalty: 6072.485840
	Iteration 78Q: 3 clusters Score -2.57924e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205188 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -25792396.000000 Penalty: 6072.485840
	Iteration 79Q: 3 clusters Score -2.57924e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205242 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -25792386.000000 Penalty: 6072.485840
	Iteration 80F: 3 clusters Score -2.579239e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205294 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -25792354.000000 Penalty: 6072.485840
	Iteration 81Q: 3 clusters Score -2.579235e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205339 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -25792332.000000 Penalty: 6072.485840
	Iteration 82Q: 3 clusters Score -2.579233e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205381 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -25792322.000000 Penalty: 6072.485840
	Iteration 83Q: 3 clusters Score -2.579232e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205426 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -25792294.000000 Penalty: 6072.485840
	Iteration 84Q: 3 clusters Score -2.579229e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205476 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -25792304.000000 Penalty: 6072.485840
	Iteration 85Q: 3 clusters Score -2.57923e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205522 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -25792280.000000 Penalty: 6072.485840
	Iteration 86Q: 3 clusters Score -2.579228e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205572 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -25792282.000000 Penalty: 6072.485840
	Iteration 87Q: 3 clusters Score -2.579228e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205614 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -25792280.000000 Penalty: 6072.485840
	Iteration 88Q: 3 clusters Score -2.579228e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205651 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -25792284.000000 Penalty: 6072.485840
	Iteration 89Q: 3 clusters Score -2.579228e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205687 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -25792280.000000 Penalty: 6072.485840
	Iteration 90Q: 3 clusters Score -2.579228e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205717 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -25792272.000000 Penalty: 6072.485840
	Iteration 91Q: 3 clusters Score -2.579227e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205742 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -25792260.000000 Penalty: 6072.485840
	Iteration 92Q: 3 clusters Score -2.579226e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205766 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -25792230.000000 Penalty: 6072.485840
	Iteration 93Q: 3 clusters Score -2.579223e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205791 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -25792248.000000 Penalty: 6072.485840
	Iteration 94Q: 3 clusters Score -2.579225e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205809 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -25792250.000000 Penalty: 6072.485840
	Iteration 95Q: 3 clusters Score -2.579225e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205832 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -25792234.000000 Penalty: 6072.485840
	Iteration 96Q: 3 clusters Score -2.579223e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205850 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -25792258.000000 Penalty: 6072.485840
	Iteration 97Q: 3 clusters Score -2.579226e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205861 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -25792256.000000 Penalty: 6072.485840
	Iteration 98Q: 3 clusters Score -2.579226e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205871 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -25792248.000000 Penalty: 6072.485840
	Iteration 99Q: 3 clusters Score -2.579225e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205879 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -25792272.000000 Penalty: 6072.485840
	Iteration 100F: 3 clusters Score -2.579227e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205889 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -25792274.000000 Penalty: 6072.485840
	Iteration 101Q: 3 clusters Score -2.579227e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205893 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -25792256.000000 Penalty: 6072.485840
	Iteration 102Q: 3 clusters Score -2.579226e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205900 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -25792240.000000 Penalty: 6072.485840
	Iteration 103Q: 3 clusters Score -2.579224e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205908 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -25792264.000000 Penalty: 6072.485840
	Iteration 104Q: 3 clusters Score -2.579226e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205915 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -25792238.000000 Penalty: 6072.485840
	Iteration 105Q: 3 clusters Score -2.579224e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205927 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -25792246.000000 Penalty: 6072.485840
	Iteration 106Q: 3 clusters Score -2.579225e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205936 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -25792248.000000 Penalty: 6072.485840
	Iteration 107Q: 3 clusters Score -2.579225e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205943 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -25792260.000000 Penalty: 6072.485840
	Iteration 108Q: 3 clusters Score -2.579226e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205951 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -25792250.000000 Penalty: 6072.485840
	Iteration 109Q: 3 clusters Score -2.579225e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205961 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -25792256.000000 Penalty: 6072.485840
	Iteration 110Q: 3 clusters Score -2.579226e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205967 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -25792246.000000 Penalty: 6072.485840
	Iteration 111Q: 3 clusters Score -2.579225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205969 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -25792246.000000 Penalty: 6072.485840
	Iteration 112Q: 3 clusters Score -2.579225e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205971 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -25792262.000000 Penalty: 6072.485840
	Iteration 113Q: 3 clusters Score -2.579226e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205973 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -25792250.000000 Penalty: 6072.485840
	Iteration 114Q: 3 clusters Score -2.579225e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205973 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -25792250.000000 Penalty: 6072.485840
	Iteration 115F: 3 clusters Score -2.579225e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Entering Unmasked Estep 
Score: -250916.578125 Penalty: 1917.301270
	Iteration 0F: 2 clusters Score -250916.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -248243.406250 Penalty: 3834.602539
	Iteration 0F: 3 clusters Score -248243.4 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -248992.406250 Penalty: 3834.602539
	Iteration 1F: 3 clusters Score -248992.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -249405.531250 Penalty: 3834.602539
	Iteration 2F: 3 clusters Score -249405.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -249832.640625 Penalty: 3834.602539
	Iteration 3F: 3 clusters Score -249832.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -250195.109375 Penalty: 3834.602539
	Iteration 4F: 3 clusters Score -250195.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -250510.937500 Penalty: 3834.602539
	Iteration 5F: 3 clusters Score -250510.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -250731.296875 Penalty: 3834.602539
	Iteration 6F: 3 clusters Score -250731.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -250859.359375 Penalty: 3834.602539
	Iteration 7Q: 3 clusters Score -250859.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -250931.406250 Penalty: 3834.602539
	Iteration 8Q: 3 clusters Score -250931.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -250966.015625 Penalty: 3834.602539
	Iteration 9Q: 3 clusters Score -250966 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -250994.109375 Penalty: 3834.602539
	Iteration 10Q: 3 clusters Score -250994.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -251007.156250 Penalty: 3834.602539
	Iteration 11Q: 3 clusters Score -251007.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -251013.406250 Penalty: 3834.602539
	Iteration 12Q: 3 clusters Score -251013.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -251017.578125 Penalty: 3834.602539
	Iteration 13Q: 3 clusters Score -251017.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -251018.656250 Penalty: 3834.602539
	Iteration 14Q: 3 clusters Score -251018.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -251018.656250 Penalty: 3834.602539
	Iteration 15F: 3 clusters Score -251018.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 14420 members 
Mstep: Class 3 contains 54084 members 
Mstep: Class 4 contains 36440 members 
Mstep: Class 5 contains 6646 members 
Mstep: Class 6 contains 3068 members 
Mstep: Class 7 contains 27669 members 
Mstep: Class 8 contains 33438 members 
Mstep: Class 9 contains 6589 members 
Mstep: Class 10 contains 104560 members 
Mstep: Class 11 contains 25398 members 
Mstep: Class 12 contains 4221 members 
Mstep: Class 13 contains 207506 members 
Mstep: Class 14 contains 1999 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1823 members 
Mstep: Class 17 contains 41127 members 
Mstep: Class 18 contains 279 members 
Mstep: Class 19 contains 56581 members 
Mstep: Class 20 contains 201213 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5689 members 
Entering Unmasked Estep 
Score: -104764856.000000 Penalty: 74538.125000
Splitting cluster 14 changes total score from -104765400.000000 to -104764856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (1341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Entering Unmasked Estep 
Score: -153709.578125 Penalty: 1785.890381
	Iteration 0F: 2 clusters Score -153709.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -151567.531250 Penalty: 3571.780762
	Iteration 0F: 3 clusters Score -151567.5 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -152070.453125 Penalty: 3571.780762
	Iteration 1F: 3 clusters Score -152070.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -152230.312500 Penalty: 3571.780762
	Iteration 2F: 3 clusters Score -152230.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -152302.515625 Penalty: 3571.780762
	Iteration 3Q: 3 clusters Score -152302.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -152376.437500 Penalty: 3571.780762
	Iteration 4Q: 3 clusters Score -152376.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -152440.562500 Penalty: 3571.780762
	Iteration 5Q: 3 clusters Score -152440.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -152523.578125 Penalty: 3571.780762
	Iteration 6Q: 3 clusters Score -152523.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -152651.500000 Penalty: 3571.780762
	Iteration 7Q: 3 clusters Score -152651.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -152877.203125 Penalty: 3571.780762
	Iteration 8Q: 3 clusters Score -152877.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -153044.234375 Penalty: 3571.780762
	Iteration 9Q: 3 clusters Score -153044.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -153135.078125 Penalty: 3571.780762
	Iteration 10Q: 3 clusters Score -153135.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -153218.312500 Penalty: 3571.780762
	Iteration 11Q: 3 clusters Score -153218.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -153339.078125 Penalty: 3571.780762
	Iteration 12Q: 3 clusters Score -153339.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -153401.000000 Penalty: 3571.780762
	Iteration 13Q: 3 clusters Score -153401 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -153449.500000 Penalty: 3571.780762
	Iteration 14Q: 3 clusters Score -153449.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -153478.953125 Penalty: 3571.780762
	Iteration 15Q: 3 clusters Score -153479 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -153510.968750 Penalty: 3571.780762
	Iteration 16Q: 3 clusters Score -153511 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -153564.234375 Penalty: 3571.780762
	Iteration 17Q: 3 clusters Score -153564.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -153615.875000 Penalty: 3571.780762
	Iteration 18Q: 3 clusters Score -153615.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -153655.500000 Penalty: 3571.780762
	Iteration 19Q: 3 clusters Score -153655.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -153682.531250 Penalty: 3571.780762
	Iteration 20F: 3 clusters Score -153682.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -153706.937500 Penalty: 3571.780762
	Iteration 21Q: 3 clusters Score -153706.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -153719.187500 Penalty: 3571.780762
	Iteration 22Q: 3 clusters Score -153719.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -153731.578125 Penalty: 3571.780762
	Iteration 23Q: 3 clusters Score -153731.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -153747.343750 Penalty: 3571.780762
	Iteration 24Q: 3 clusters Score -153747.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -153758.437500 Penalty: 3571.780762
	Iteration 25Q: 3 clusters Score -153758.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -153762.843750 Penalty: 3571.780762
	Iteration 26Q: 3 clusters Score -153762.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -153764.515625 Penalty: 3571.780762
	Iteration 27Q: 3 clusters Score -153764.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -153765.421875 Penalty: 3571.780762
	Iteration 28Q: 3 clusters Score -153765.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -153767.156250 Penalty: 3571.780762
	Iteration 29Q: 3 clusters Score -153767.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -153768.312500 Penalty: 3571.780762
	Iteration 30Q: 3 clusters Score -153768.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -153771.343750 Penalty: 3571.780762
	Iteration 31Q: 3 clusters Score -153771.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -153776.031250 Penalty: 3571.780762
	Iteration 32Q: 3 clusters Score -153776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -153776.828125 Penalty: 3571.780762
	Iteration 33Q: 3 clusters Score -153776.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -153776.828125 Penalty: 3571.780762
	Iteration 34F: 3 clusters Score -153776.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 14420 members 
Mstep: Class 3 contains 54084 members 
Mstep: Class 4 contains 36440 members 
Mstep: Class 5 contains 6646 members 
Mstep: Class 6 contains 3068 members 
Mstep: Class 7 contains 27669 members 
Mstep: Class 8 contains 33438 members 
Mstep: Class 9 contains 6589 members 
Mstep: Class 10 contains 104560 members 
Mstep: Class 11 contains 25398 members 
Mstep: Class 12 contains 4221 members 
Mstep: Class 13 contains 207506 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 441 members 
Mstep: Class 16 contains 1823 members 
Mstep: Class 17 contains 41127 members 
Mstep: Class 18 contains 900 members 
Mstep: Class 19 contains 56581 members 
Mstep: Class 20 contains 201213 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5689 members 
Entering Unmasked Estep 
Score: -104764624.000000 Penalty: 74538.125000
Splitting cluster 15 changes total score from -104765400.000000 to -104764624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (1823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Entering Unmasked Estep 
Score: -218336.359375 Penalty: 1862.043213
	Iteration 0F: 2 clusters Score -218336.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -215776.265625 Penalty: 3724.086426
	Iteration 0F: 3 clusters Score -215776.3 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -216189.859375 Penalty: 3724.086426
	Iteration 1F: 3 clusters Score -216189.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -216319.578125 Penalty: 3724.086426
	Iteration 2F: 3 clusters Score -216319.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -216393.515625 Penalty: 3724.086426
	Iteration 3Q: 3 clusters Score -216393.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -216444.718750 Penalty: 3724.086426
	Iteration 4Q: 3 clusters Score -216444.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -216480.562500 Penalty: 3724.086426
	Iteration 5Q: 3 clusters Score -216480.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -216503.968750 Penalty: 3724.086426
	Iteration 6Q: 3 clusters Score -216504 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -216520.718750 Penalty: 3724.086426
	Iteration 7Q: 3 clusters Score -216520.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -216540.000000 Penalty: 3724.086426
	Iteration 8Q: 3 clusters Score -216540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -216566.218750 Penalty: 3724.086426
	Iteration 9Q: 3 clusters Score -216566.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -216582.140625 Penalty: 3724.086426
	Iteration 10Q: 3 clusters Score -216582.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -216596.546875 Penalty: 3724.086426
	Iteration 11Q: 3 clusters Score -216596.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -216608.500000 Penalty: 3724.086426
	Iteration 12Q: 3 clusters Score -216608.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -216616.375000 Penalty: 3724.086426
	Iteration 13Q: 3 clusters Score -216616.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -216623.812500 Penalty: 3724.086426
	Iteration 14Q: 3 clusters Score -216623.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -216631.312500 Penalty: 3724.086426
	Iteration 15Q: 3 clusters Score -216631.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -216633.921875 Penalty: 3724.086426
	Iteration 16Q: 3 clusters Score -216633.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -216638.453125 Penalty: 3724.086426
	Iteration 17Q: 3 clusters Score -216638.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -216643.171875 Penalty: 3724.086426
	Iteration 18Q: 3 clusters Score -216643.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -216647.281250 Penalty: 3724.086426
	Iteration 19Q: 3 clusters Score -216647.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -216653.578125 Penalty: 3724.086426
	Iteration 20F: 3 clusters Score -216653.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -216661.609375 Penalty: 3724.086426
	Iteration 21Q: 3 clusters Score -216661.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -216667.750000 Penalty: 3724.086426
	Iteration 22Q: 3 clusters Score -216667.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -216673.328125 Penalty: 3724.086426
	Iteration 23Q: 3 clusters Score -216673.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -216676.125000 Penalty: 3724.086426
	Iteration 24Q: 3 clusters Score -216676.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -216678.984375 Penalty: 3724.086426
	Iteration 25Q: 3 clusters Score -216679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -216682.031250 Penalty: 3724.086426
	Iteration 26Q: 3 clusters Score -216682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -216682.984375 Penalty: 3724.086426
	Iteration 27Q: 3 clusters Score -216683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -216682.984375 Penalty: 3724.086426
	Iteration 28F: 3 clusters Score -216683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (56581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56581 members 
Entering Unmasked Estep 
Score: -6865138.500000 Penalty: 2713.970215
	Iteration 0F: 2 clusters Score -6865138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -6827020.500000 Penalty: 5427.940430
	Iteration 0F: 3 clusters Score -6827020 nChanged 26384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28194 members 
Mstep: Class 2 contains 28387 members 
Entering Unmasked Estep 
Score: -6841609.500000 Penalty: 5427.940430
	Iteration 1F: 3 clusters Score -6841610 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -6842126.500000 Penalty: 5427.940430
	Iteration 2Q: 3 clusters Score -6842126 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -6842597.000000 Penalty: 5427.940430
	Iteration 3Q: 3 clusters Score -6842597 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -6843135.500000 Penalty: 5427.940430
	Iteration 4Q: 3 clusters Score -6843136 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 29780 members 
Entering Unmasked Estep 
Score: -6843624.500000 Penalty: 5427.940430
	Iteration 5Q: 3 clusters Score -6843624 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -6844296.500000 Penalty: 5427.940430
	Iteration 6Q: 3 clusters Score -6844296 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 31709 members 
Entering Unmasked Estep 
Score: -6845083.500000 Penalty: 5427.940430
	Iteration 7Q: 3 clusters Score -6845084 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 33273 members 
Entering Unmasked Estep 
Score: -6846289.500000 Penalty: 5427.940430
	Iteration 8Q: 3 clusters Score -6846290 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 35331 members 
Entering Unmasked Estep 
Score: -6847964.500000 Penalty: 5427.940430
	Iteration 9Q: 3 clusters Score -6847964 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 37863 members 
Entering Unmasked Estep 
Score: -6850116.000000 Penalty: 5427.940430
	Iteration 10F: 3 clusters Score -6850116 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
Score: -6852624.000000 Penalty: 5427.940430
	Iteration 11F: 3 clusters Score -6852624 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 43295 members 
Entering Unmasked Estep 
Score: -6855215.500000 Penalty: 5427.940430
	Iteration 12F: 3 clusters Score -6855216 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 45574 members 
Entering Unmasked Estep 
Score: -6857172.500000 Penalty: 5427.940430
	Iteration 13Q: 3 clusters Score -6857172 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 47412 members 
Entering Unmasked Estep 
Score: -6858640.000000 Penalty: 5427.940430
	Iteration 14Q: 3 clusters Score -6858640 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 48849 members 
Entering Unmasked Estep 
Score: -6859720.500000 Penalty: 5427.940430
	Iteration 15Q: 3 clusters Score -6859720 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 49966 members 
Entering Unmasked Estep 
Score: -6860473.000000 Penalty: 5427.940430
	Iteration 16Q: 3 clusters Score -6860473 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 50923 members 
Entering Unmasked Estep 
Score: -6861057.000000 Penalty: 5427.940430
	Iteration 17Q: 3 clusters Score -6861057 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 51659 members 
Entering Unmasked Estep 
Score: -6861460.000000 Penalty: 5427.940430
	Iteration 18Q: 3 clusters Score -6861460 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 52241 members 
Entering Unmasked Estep 
Score: -6861708.000000 Penalty: 5427.940430
	Iteration 19Q: 3 clusters Score -6861708 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 52717 members 
Entering Unmasked Estep 
Score: -6861943.500000 Penalty: 5427.940430
	Iteration 20F: 3 clusters Score -6861944 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 53117 members 
Entering Unmasked Estep 
Score: -6862110.000000 Penalty: 5427.940430
	Iteration 21Q: 3 clusters Score -6862110 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 53455 members 
Entering Unmasked Estep 
Score: -6862273.000000 Penalty: 5427.940430
	Iteration 22Q: 3 clusters Score -6862273 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 53712 members 
Entering Unmasked Estep 
Score: -6862351.000000 Penalty: 5427.940430
	Iteration 23Q: 3 clusters Score -6862351 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 53924 members 
Entering Unmasked Estep 
Score: -6862418.500000 Penalty: 5427.940430
	Iteration 24Q: 3 clusters Score -6862418 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 54096 members 
Entering Unmasked Estep 
Score: -6862503.000000 Penalty: 5427.940430
	Iteration 25Q: 3 clusters Score -6862503 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 54237 members 
Entering Unmasked Estep 
Score: -6862558.000000 Penalty: 5427.940430
	Iteration 26Q: 3 clusters Score -6862558 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 54378 members 
Entering Unmasked Estep 
Score: -6862621.000000 Penalty: 5427.940430
	Iteration 27Q: 3 clusters Score -6862621 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 54484 members 
Entering Unmasked Estep 
Score: -6862664.500000 Penalty: 5427.940430
	Iteration 28Q: 3 clusters Score -6862664 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 54587 members 
Entering Unmasked Estep 
Score: -6862699.500000 Penalty: 5427.940430
	Iteration 29Q: 3 clusters Score -6862700 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 54671 members 
Entering Unmasked Estep 
Score: -6862726.000000 Penalty: 5427.940430
	Iteration 30Q: 3 clusters Score -6862726 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 54745 members 
Entering Unmasked Estep 
Score: -6862754.000000 Penalty: 5427.940430
	Iteration 31Q: 3 clusters Score -6862754 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 54800 members 
Entering Unmasked Estep 
Score: -6862760.500000 Penalty: 5427.940430
	Iteration 32Q: 3 clusters Score -6862760 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 54852 members 
Entering Unmasked Estep 
Score: -6862776.500000 Penalty: 5427.940430
	Iteration 33Q: 3 clusters Score -6862776 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 54893 members 
Entering Unmasked Estep 
Score: -6862812.500000 Penalty: 5427.940430
	Iteration 34Q: 3 clusters Score -6862812 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 54938 members 
Entering Unmasked Estep 
Score: -6862825.000000 Penalty: 5427.940430
	Iteration 35Q: 3 clusters Score -6862825 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 54967 members 
Entering Unmasked Estep 
Score: -6862835.500000 Penalty: 5427.940430
	Iteration 36Q: 3 clusters Score -6862836 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 54988 members 
Entering Unmasked Estep 
Score: -6862833.000000 Penalty: 5427.940430
	Iteration 37Q: 3 clusters Score -6862833 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 55007 members 
Entering Unmasked Estep 
Score: -6862850.000000 Penalty: 5427.940430
	Iteration 38Q: 3 clusters Score -6862850 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 55029 members 
Entering Unmasked Estep 
Score: -6862849.500000 Penalty: 5427.940430
	Iteration 39Q: 3 clusters Score -6862850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 55050 members 
Entering Unmasked Estep 
Score: -6862856.000000 Penalty: 5427.940430
	Iteration 40F: 3 clusters Score -6862856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 55066 members 
Entering Unmasked Estep 
Score: -6862858.000000 Penalty: 5427.940430
	Iteration 41Q: 3 clusters Score -6862858 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 55083 members 
Entering Unmasked Estep 
Score: -6862856.500000 Penalty: 5427.940430
	Iteration 42Q: 3 clusters Score -6862856 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 55103 members 
Entering Unmasked Estep 
Score: -6862873.500000 Penalty: 5427.940430
	Iteration 43Q: 3 clusters Score -6862874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 55123 members 
Entering Unmasked Estep 
Score: -6862893.000000 Penalty: 5427.940430
	Iteration 44Q: 3 clusters Score -6862893 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 55140 members 
Entering Unmasked Estep 
Score: -6862902.500000 Penalty: 5427.940430
	Iteration 45Q: 3 clusters Score -6862902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 55148 members 
Entering Unmasked Estep 
Score: -6862899.000000 Penalty: 5427.940430
	Iteration 46Q: 3 clusters Score -6862899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 55159 members 
Entering Unmasked Estep 
Score: -6862902.000000 Penalty: 5427.940430
	Iteration 47Q: 3 clusters Score -6862902 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 55169 members 
Entering Unmasked Estep 
Score: -6862892.500000 Penalty: 5427.940430
	Iteration 48Q: 3 clusters Score -6862892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 55176 members 
Entering Unmasked Estep 
Score: -6862901.000000 Penalty: 5427.940430
	Iteration 49Q: 3 clusters Score -6862901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 55182 members 
Entering Unmasked Estep 
Score: -6862901.000000 Penalty: 5427.940430
	Iteration 50Q: 3 clusters Score -6862901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 55191 members 
Entering Unmasked Estep 
Score: -6862901.500000 Penalty: 5427.940430
	Iteration 51Q: 3 clusters Score -6862902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 55201 members 
Entering Unmasked Estep 
Score: -6862913.000000 Penalty: 5427.940430
	Iteration 52Q: 3 clusters Score -6862913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 55208 members 
Entering Unmasked Estep 
Score: -6862915.000000 Penalty: 5427.940430
	Iteration 53Q: 3 clusters Score -6862915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 55212 members 
Entering Unmasked Estep 
Score: -6862913.000000 Penalty: 5427.940430
	Iteration 54Q: 3 clusters Score -6862913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 55216 members 
Entering Unmasked Estep 
Score: -6862915.000000 Penalty: 5427.940430
	Iteration 55Q: 3 clusters Score -6862915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 55219 members 
Entering Unmasked Estep 
Score: -6862915.500000 Penalty: 5427.940430
	Iteration 56Q: 3 clusters Score -6862916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 55224 members 
Entering Unmasked Estep 
Score: -6862923.000000 Penalty: 5427.940430
	Iteration 57Q: 3 clusters Score -6862923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 55225 members 
Entering Unmasked Estep 
Score: -6862921.000000 Penalty: 5427.940430
	Iteration 58Q: 3 clusters Score -6862921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 55225 members 
Entering Unmasked Estep 
Score: -6862924.000000 Penalty: 5427.940430
	Iteration 59Q: 3 clusters Score -6862924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 55226 members 
Entering Unmasked Estep 
Score: -6862929.000000 Penalty: 5427.940430
	Iteration 60F: 3 clusters Score -6862929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 55227 members 
Entering Unmasked Estep 
Score: -6862926.000000 Penalty: 5427.940430
	Iteration 61Q: 3 clusters Score -6862926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 55229 members 
Entering Unmasked Estep 
Score: -6862929.000000 Penalty: 5427.940430
	Iteration 62Q: 3 clusters Score -6862929 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 55236 members 
Entering Unmasked Estep 
Score: -6862920.000000 Penalty: 5427.940430
	Iteration 63Q: 3 clusters Score -6862920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 55241 members 
Entering Unmasked Estep 
Score: -6862933.000000 Penalty: 5427.940430
	Iteration 64Q: 3 clusters Score -6862933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 55242 members 
Entering Unmasked Estep 
Score: -6862930.000000 Penalty: 5427.940430
	Iteration 65Q: 3 clusters Score -6862930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 55244 members 
Entering Unmasked Estep 
Score: -6862933.000000 Penalty: 5427.940430
	Iteration 66Q: 3 clusters Score -6862933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 55246 members 
Entering Unmasked Estep 
Score: -6862937.000000 Penalty: 5427.940430
	Iteration 67Q: 3 clusters Score -6862937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 55246 members 
Entering Unmasked Estep 
Score: -6862937.000000 Penalty: 5427.940430
	Iteration 68F: 3 clusters Score -6862937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (201213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201213 members 
Entering Unmasked Estep 
Score: -25004510.000000 Penalty: 3028.605469
	Iteration 0F: 2 clusters Score -2.500451e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100447 members 
Mstep: Class 2 contains 100766 members 
Entering Unmasked Estep 
Score: -24872700.000000 Penalty: 6057.210938
	Iteration 0F: 3 clusters Score -2.48727e+07 nChanged 96536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98881 members 
Mstep: Class 2 contains 102332 members 
Entering Unmasked Estep 
Score: -24929920.000000 Penalty: 6057.210938
	Iteration 1F: 3 clusters Score -2.492992e+07 nChanged 7136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97127 members 
Mstep: Class 2 contains 104086 members 
Entering Unmasked Estep 
Score: -24932364.000000 Penalty: 6057.210938
	Iteration 2Q: 3 clusters Score -2.493236e+07 nChanged 8447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93966 members 
Mstep: Class 2 contains 107247 members 
Entering Unmasked Estep 
Score: -24936002.000000 Penalty: 6057.210938
	Iteration 3Q: 3 clusters Score -2.4936e+07 nChanged 10519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88967 members 
Mstep: Class 2 contains 112246 members 
Entering Unmasked Estep 
Score: -24941518.000000 Penalty: 6057.210938
	Iteration 4F: 3 clusters Score -2.494152e+07 nChanged 13112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81761 members 
Mstep: Class 2 contains 119452 members 
Entering Unmasked Estep 
Score: -24950604.000000 Penalty: 6057.210938
	Iteration 5F: 3 clusters Score -2.49506e+07 nChanged 15205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72792 members 
Mstep: Class 2 contains 128421 members 
Entering Unmasked Estep 
Score: -24962926.000000 Penalty: 6057.210938
	Iteration 6F: 3 clusters Score -2.496293e+07 nChanged 14910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64400 members 
Mstep: Class 2 contains 136813 members 
Entering Unmasked Estep 
Score: -24975660.000000 Penalty: 6057.210938
	Iteration 7F: 3 clusters Score -2.497566e+07 nChanged 11856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58194 members 
Mstep: Class 2 contains 143019 members 
Entering Unmasked Estep 
Score: -24984186.000000 Penalty: 6057.210938
	Iteration 8F: 3 clusters Score -2.498419e+07 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53643 members 
Mstep: Class 2 contains 147570 members 
Entering Unmasked Estep 
Score: -24988308.000000 Penalty: 6057.210938
	Iteration 9Q: 3 clusters Score -2.498831e+07 nChanged 4983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49666 members 
Mstep: Class 2 contains 151547 members 
Entering Unmasked Estep 
Score: -24990890.000000 Penalty: 6057.210938
	Iteration 10Q: 3 clusters Score -2.499089e+07 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46071 members 
Mstep: Class 2 contains 155142 members 
Entering Unmasked Estep 
Score: -24992782.000000 Penalty: 6057.210938
	Iteration 11Q: 3 clusters Score -2.499278e+07 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42821 members 
Mstep: Class 2 contains 158392 members 
Entering Unmasked Estep 
Score: -24994320.000000 Penalty: 6057.210938
	Iteration 12Q: 3 clusters Score -2.499432e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39917 members 
Mstep: Class 2 contains 161296 members 
Entering Unmasked Estep 
Score: -24995502.000000 Penalty: 6057.210938
	Iteration 13Q: 3 clusters Score -2.49955e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37253 members 
Mstep: Class 2 contains 163960 members 
Entering Unmasked Estep 
Score: -24996576.000000 Penalty: 6057.210938
	Iteration 14Q: 3 clusters Score -2.499658e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34721 members 
Mstep: Class 2 contains 166492 members 
Entering Unmasked Estep 
Score: -24997264.000000 Penalty: 6057.210938
	Iteration 15Q: 3 clusters Score -2.499726e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32285 members 
Mstep: Class 2 contains 168928 members 
Entering Unmasked Estep 
Score: -24998058.000000 Penalty: 6057.210938
	Iteration 16Q: 3 clusters Score -2.499806e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29937 members 
Mstep: Class 2 contains 171276 members 
Entering Unmasked Estep 
Score: -24998678.000000 Penalty: 6057.210938
	Iteration 17Q: 3 clusters Score -2.499868e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 173581 members 
Entering Unmasked Estep 
Score: -24999242.000000 Penalty: 6057.210938
	Iteration 18Q: 3 clusters Score -2.499924e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 175835 members 
Entering Unmasked Estep 
Score: -24999752.000000 Penalty: 6057.210938
	Iteration 19Q: 3 clusters Score -2.499975e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 178026 members 
Entering Unmasked Estep 
Score: -25000140.000000 Penalty: 6057.210938
	Iteration 20F: 3 clusters Score -2.500014e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 180109 members 
Entering Unmasked Estep 
Score: -25000544.000000 Penalty: 6057.210938
	Iteration 21Q: 3 clusters Score -2.500054e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 182078 members 
Entering Unmasked Estep 
Score: -25000860.000000 Penalty: 6057.210938
	Iteration 22Q: 3 clusters Score -2.500086e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 183946 members 
Entering Unmasked Estep 
Score: -25001118.000000 Penalty: 6057.210938
	Iteration 23Q: 3 clusters Score -2.500112e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 185724 members 
Entering Unmasked Estep 
Score: -25001468.000000 Penalty: 6057.210938
	Iteration 24Q: 3 clusters Score -2.500147e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 187313 members 
Entering Unmasked Estep 
Score: -25001732.000000 Penalty: 6057.210938
	Iteration 25Q: 3 clusters Score -2.500173e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 188766 members 
Entering Unmasked Estep 
Score: -25002146.000000 Penalty: 6057.210938
	Iteration 26Q: 3 clusters Score -2.500215e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 190106 members 
Entering Unmasked Estep 
Score: -25002324.000000 Penalty: 6057.210938
	Iteration 27Q: 3 clusters Score -2.500232e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 191303 members 
Entering Unmasked Estep 
Score: -25002418.000000 Penalty: 6057.210938
	Iteration 28Q: 3 clusters Score -2.500242e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 192325 members 
Entering Unmasked Estep 
Score: -25002558.000000 Penalty: 6057.210938
	Iteration 29Q: 3 clusters Score -2.500256e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 193229 members 
Entering Unmasked Estep 
Score: -25002766.000000 Penalty: 6057.210938
	Iteration 30Q: 3 clusters Score -2.500277e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 194031 members 
Entering Unmasked Estep 
Score: -25002824.000000 Penalty: 6057.210938
	Iteration 31Q: 3 clusters Score -2.500282e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 194724 members 
Entering Unmasked Estep 
Score: -25002830.000000 Penalty: 6057.210938
	Iteration 32Q: 3 clusters Score -2.500283e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 195356 members 
Entering Unmasked Estep 
Score: -25002868.000000 Penalty: 6057.210938
	Iteration 33Q: 3 clusters Score -2.500287e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 195926 members 
Entering Unmasked Estep 
Score: -25002968.000000 Penalty: 6057.210938
	Iteration 34Q: 3 clusters Score -2.500297e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 196407 members 
Entering Unmasked Estep 
Score: -25002960.000000 Penalty: 6057.210938
	Iteration 35Q: 3 clusters Score -2.500296e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 196769 members 
Entering Unmasked Estep 
Score: -25002948.000000 Penalty: 6057.210938
	Iteration 36Q: 3 clusters Score -2.500295e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 197069 members 
Entering Unmasked Estep 
Score: -25002992.000000 Penalty: 6057.210938
	Iteration 37Q: 3 clusters Score -2.500299e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 197315 members 
Entering Unmasked Estep 
Score: -25003020.000000 Penalty: 6057.210938
	Iteration 38Q: 3 clusters Score -2.500302e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 197509 members 
Entering Unmasked Estep 
Score: -25002996.000000 Penalty: 6057.210938
	Iteration 39Q: 3 clusters Score -2.5003e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 197675 members 
Entering Unmasked Estep 
Score: -25002966.000000 Penalty: 6057.210938
	Iteration 40F: 3 clusters Score -2.500297e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 197812 members 
Entering Unmasked Estep 
Score: -25002938.000000 Penalty: 6057.210938
	Iteration 41Q: 3 clusters Score -2.500294e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 197947 members 
Entering Unmasked Estep 
Score: -25002922.000000 Penalty: 6057.210938
	Iteration 42Q: 3 clusters Score -2.500292e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 198076 members 
Entering Unmasked Estep 
Score: -25002926.000000 Penalty: 6057.210938
	Iteration 43Q: 3 clusters Score -2.500293e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 198201 members 
Entering Unmasked Estep 
Score: -25002976.000000 Penalty: 6057.210938
	Iteration 44Q: 3 clusters Score -2.500298e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 198306 members 
Entering Unmasked Estep 
Score: -25002972.000000 Penalty: 6057.210938
	Iteration 45Q: 3 clusters Score -2.500297e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 198404 members 
Entering Unmasked Estep 
Score: -25003002.000000 Penalty: 6057.210938
	Iteration 46Q: 3 clusters Score -2.5003e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 198507 members 
Entering Unmasked Estep 
Score: -25003032.000000 Penalty: 6057.210938
	Iteration 47Q: 3 clusters Score -2.500303e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 198598 members 
Entering Unmasked Estep 
Score: -25003014.000000 Penalty: 6057.210938
	Iteration 48Q: 3 clusters Score -2.500301e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 198673 members 
Entering Unmasked Estep 
Score: -25002994.000000 Penalty: 6057.210938
	Iteration 49Q: 3 clusters Score -2.500299e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 198749 members 
Entering Unmasked Estep 
Score: -25002968.000000 Penalty: 6057.210938
	Iteration 50Q: 3 clusters Score -2.500297e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 198827 members 
Entering Unmasked Estep 
Score: -25002948.000000 Penalty: 6057.210938
	Iteration 51Q: 3 clusters Score -2.500295e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 198879 members 
Entering Unmasked Estep 
Score: -25002968.000000 Penalty: 6057.210938
	Iteration 52Q: 3 clusters Score -2.500297e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 198923 members 
Entering Unmasked Estep 
Score: -25002982.000000 Penalty: 6057.210938
	Iteration 53Q: 3 clusters Score -2.500298e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 198958 members 
Entering Unmasked Estep 
Score: -25002954.000000 Penalty: 6057.210938
	Iteration 54Q: 3 clusters Score -2.500295e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 198997 members 
Entering Unmasked Estep 
Score: -25002938.000000 Penalty: 6057.210938
	Iteration 55Q: 3 clusters Score -2.500294e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 199022 members 
Entering Unmasked Estep 
Score: -25002918.000000 Penalty: 6057.210938
	Iteration 56Q: 3 clusters Score -2.500292e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 199053 members 
Entering Unmasked Estep 
Score: -25002886.000000 Penalty: 6057.210938
	Iteration 57Q: 3 clusters Score -2.500289e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 199080 members 
Entering Unmasked Estep 
Score: -25002882.000000 Penalty: 6057.210938
	Iteration 58Q: 3 clusters Score -2.500288e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 199100 members 
Entering Unmasked Estep 
Score: -25002890.000000 Penalty: 6057.210938
	Iteration 59Q: 3 clusters Score -2.500289e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 199123 members 
Entering Unmasked Estep 
Score: -25002902.000000 Penalty: 6057.210938
	Iteration 60F: 3 clusters Score -2.50029e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 199149 members 
Entering Unmasked Estep 
Score: -25002900.000000 Penalty: 6057.210938
	Iteration 61Q: 3 clusters Score -2.50029e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 199173 members 
Entering Unmasked Estep 
Score: -25002928.000000 Penalty: 6057.210938
	Iteration 62Q: 3 clusters Score -2.500293e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 199190 members 
Entering Unmasked Estep 
Score: -25002936.000000 Penalty: 6057.210938
	Iteration 63Q: 3 clusters Score -2.500294e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 199210 members 
Entering Unmasked Estep 
Score: -25002936.000000 Penalty: 6057.210938
	Iteration 64Q: 3 clusters Score -2.500294e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 199234 members 
Entering Unmasked Estep 
Score: -25002954.000000 Penalty: 6057.210938
	Iteration 65Q: 3 clusters Score -2.500295e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 199263 members 
Entering Unmasked Estep 
Score: -25002954.000000 Penalty: 6057.210938
	Iteration 66Q: 3 clusters Score -2.500295e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 199288 members 
Entering Unmasked Estep 
Score: -25002962.000000 Penalty: 6057.210938
	Iteration 67Q: 3 clusters Score -2.500296e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 199314 members 
Entering Unmasked Estep 
Score: -25002966.000000 Penalty: 6057.210938
	Iteration 68Q: 3 clusters Score -2.500297e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 199340 members 
Entering Unmasked Estep 
Score: -25002962.000000 Penalty: 6057.210938
	Iteration 69Q: 3 clusters Score -2.500296e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 199361 members 
Entering Unmasked Estep 
Score: -25002936.000000 Penalty: 6057.210938
	Iteration 70Q: 3 clusters Score -2.500294e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 199374 members 
Entering Unmasked Estep 
Score: -25002954.000000 Penalty: 6057.210938
	Iteration 71Q: 3 clusters Score -2.500295e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 199384 members 
Entering Unmasked Estep 
Score: -25002928.000000 Penalty: 6057.210938
	Iteration 72Q: 3 clusters Score -2.500293e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 199393 members 
Entering Unmasked Estep 
Score: -25002930.000000 Penalty: 6057.210938
	Iteration 73Q: 3 clusters Score -2.500293e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 199405 members 
Entering Unmasked Estep 
Score: -25002938.000000 Penalty: 6057.210938
	Iteration 74Q: 3 clusters Score -2.500294e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 199414 members 
Entering Unmasked Estep 
Score: -25002914.000000 Penalty: 6057.210938
	Iteration 75Q: 3 clusters Score -2.500291e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 199423 members 
Entering Unmasked Estep 
Score: -25002908.000000 Penalty: 6057.210938
	Iteration 76Q: 3 clusters Score -2.500291e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 199435 members 
Entering Unmasked Estep 
Score: -25002908.000000 Penalty: 6057.210938
	Iteration 77Q: 3 clusters Score -2.500291e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 199442 members 
Entering Unmasked Estep 
Score: -25002900.000000 Penalty: 6057.210938
	Iteration 78Q: 3 clusters Score -2.50029e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 199445 members 
Entering Unmasked Estep 
Score: -25002896.000000 Penalty: 6057.210938
	Iteration 79Q: 3 clusters Score -2.50029e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 199447 members 
Entering Unmasked Estep 
Score: -25002902.000000 Penalty: 6057.210938
	Iteration 80F: 3 clusters Score -2.50029e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 199448 members 
Entering Unmasked Estep 
Score: -25002906.000000 Penalty: 6057.210938
	Iteration 81Q: 3 clusters Score -2.500291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 199449 members 
Entering Unmasked Estep 
Score: -25002910.000000 Penalty: 6057.210938
	Iteration 82Q: 3 clusters Score -2.500291e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 199449 members 
Entering Unmasked Estep 
Score: -25002910.000000 Penalty: 6057.210938
	Iteration 83F: 3 clusters Score -2.500291e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -161034.984375 Penalty: 1794.075928
	Iteration 0F: 2 clusters Score -161035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -158869.156250 Penalty: 3588.151855
	Iteration 0F: 3 clusters Score -158869.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -159306.734375 Penalty: 3588.151855
	Iteration 1F: 3 clusters Score -159306.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -159521.562500 Penalty: 3588.151855
	Iteration 2F: 3 clusters Score -159521.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -159752.156250 Penalty: 3588.151855
	Iteration 3F: 3 clusters Score -159752.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -159914.281250 Penalty: 3588.151855
	Iteration 4F: 3 clusters Score -159914.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -160031.890625 Penalty: 3588.151855
	Iteration 5Q: 3 clusters Score -160031.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -160220.375000 Penalty: 3588.151855
	Iteration 6Q: 3 clusters Score -160220.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -160395.296875 Penalty: 3588.151855
	Iteration 7Q: 3 clusters Score -160395.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -160486.578125 Penalty: 3588.151855
	Iteration 8Q: 3 clusters Score -160486.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -160595.359375 Penalty: 3588.151855
	Iteration 9Q: 3 clusters Score -160595.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -160963.515625 Penalty: 3588.151855
	Iteration 10Q: 3 clusters Score -160963.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -161312.718750 Penalty: 3588.151855
	Iteration 11Q: 3 clusters Score -161312.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -161383.187500 Penalty: 3588.151855
	Iteration 12Q: 3 clusters Score -161383.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -161435.156250 Penalty: 3588.151855
	Iteration 13Q: 3 clusters Score -161435.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -161465.156250 Penalty: 3588.151855
	Iteration 14Q: 3 clusters Score -161465.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -161474.453125 Penalty: 3588.151855
	Iteration 15Q: 3 clusters Score -161474.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -161475.406250 Penalty: 3588.151855
	Iteration 16Q: 3 clusters Score -161475.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -161477.468750 Penalty: 3588.151855
	Iteration 17F: 3 clusters Score -161477.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -161479.625000 Penalty: 3588.151855
	Iteration 18Q: 3 clusters Score -161479.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -161479.625000 Penalty: 3588.151855
	Iteration 19F: 3 clusters Score -161479.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 14420 members 
Mstep: Class 3 contains 54084 members 
Mstep: Class 4 contains 36440 members 
Mstep: Class 5 contains 6646 members 
Mstep: Class 6 contains 3068 members 
Mstep: Class 7 contains 27669 members 
Mstep: Class 8 contains 33438 members 
Mstep: Class 9 contains 6589 members 
Mstep: Class 10 contains 104560 members 
Mstep: Class 11 contains 25398 members 
Mstep: Class 12 contains 4221 members 
Mstep: Class 13 contains 207506 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1823 members 
Mstep: Class 17 contains 41127 members 
Mstep: Class 18 contains 979 members 
Mstep: Class 19 contains 56581 members 
Mstep: Class 20 contains 201213 members 
Mstep: Class 21 contains 407 members 
Mstep: Class 22 contains 5689 members 
Entering Unmasked Estep 
Score: -104765072.000000 Penalty: 74538.125000
Splitting cluster 21 changes total score from -104765400.000000 to -104765072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (5689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Entering Unmasked Estep 
Score: -671067.562500 Penalty: 2144.279785
	Iteration 0F: 2 clusters Score -671067.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -666129.250000 Penalty: 4288.559570
	Iteration 0F: 3 clusters Score -666129.2 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -667361.125000 Penalty: 4288.559570
	Iteration 1F: 3 clusters Score -667361.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -667587.937500 Penalty: 4288.559570
	Iteration 2F: 3 clusters Score -667587.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -667733.312500 Penalty: 4288.559570
	Iteration 3Q: 3 clusters Score -667733.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -667885.312500 Penalty: 4288.559570
	Iteration 4Q: 3 clusters Score -667885.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -668066.687500 Penalty: 4288.559570
	Iteration 5Q: 3 clusters Score -668066.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -668244.562500 Penalty: 4288.559570
	Iteration 6Q: 3 clusters Score -668244.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -668413.687500 Penalty: 4288.559570
	Iteration 7Q: 3 clusters Score -668413.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -668561.250000 Penalty: 4288.559570
	Iteration 8Q: 3 clusters Score -668561.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -668672.562500 Penalty: 4288.559570
	Iteration 9Q: 3 clusters Score -668672.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -668773.062500 Penalty: 4288.559570
	Iteration 10Q: 3 clusters Score -668773.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -668852.000000 Penalty: 4288.559570
	Iteration 11Q: 3 clusters Score -668852 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -668922.375000 Penalty: 4288.559570
	Iteration 12Q: 3 clusters Score -668922.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -668972.625000 Penalty: 4288.559570
	Iteration 13Q: 3 clusters Score -668972.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -669006.125000 Penalty: 4288.559570
	Iteration 14Q: 3 clusters Score -669006.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -669030.812500 Penalty: 4288.559570
	Iteration 15Q: 3 clusters Score -669030.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -669050.375000 Penalty: 4288.559570
	Iteration 16Q: 3 clusters Score -669050.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -669073.187500 Penalty: 4288.559570
	Iteration 17Q: 3 clusters Score -669073.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -669097.750000 Penalty: 4288.559570
	Iteration 18Q: 3 clusters Score -669097.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -669119.000000 Penalty: 4288.559570
	Iteration 19Q: 3 clusters Score -669119 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -669139.000000 Penalty: 4288.559570
	Iteration 20F: 3 clusters Score -669139 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -669156.000000 Penalty: 4288.559570
	Iteration 21Q: 3 clusters Score -669156 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -669170.187500 Penalty: 4288.559570
	Iteration 22Q: 3 clusters Score -669170.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -669182.937500 Penalty: 4288.559570
	Iteration 23Q: 3 clusters Score -669182.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -669196.000000 Penalty: 4288.559570
	Iteration 24Q: 3 clusters Score -669196 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -669204.000000 Penalty: 4288.559570
	Iteration 25Q: 3 clusters Score -669204 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -669214.187500 Penalty: 4288.559570
	Iteration 26Q: 3 clusters Score -669214.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -669222.937500 Penalty: 4288.559570
	Iteration 27Q: 3 clusters Score -669222.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -669231.687500 Penalty: 4288.559570
	Iteration 28Q: 3 clusters Score -669231.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -669236.875000 Penalty: 4288.559570
	Iteration 29Q: 3 clusters Score -669236.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -669241.062500 Penalty: 4288.559570
	Iteration 30Q: 3 clusters Score -669241.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -669244.250000 Penalty: 4288.559570
	Iteration 31Q: 3 clusters Score -669244.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -669246.375000 Penalty: 4288.559570
	Iteration 32Q: 3 clusters Score -669246.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -669247.812500 Penalty: 4288.559570
	Iteration 33Q: 3 clusters Score -669247.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -669248.500000 Penalty: 4288.559570
	Iteration 34Q: 3 clusters Score -669248.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -669248.500000 Penalty: 4288.559570
	Iteration 35F: 3 clusters Score -669248.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 14420 members 
Mstep: Class 3 contains 54084 members 
Mstep: Class 4 contains 36440 members 
Mstep: Class 5 contains 6646 members 
Mstep: Class 6 contains 3068 members 
Mstep: Class 7 contains 27669 members 
Mstep: Class 8 contains 33438 members 
Mstep: Class 9 contains 6589 members 
Mstep: Class 10 contains 104560 members 
Mstep: Class 11 contains 25398 members 
Mstep: Class 12 contains 4221 members 
Mstep: Class 13 contains 207506 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1823 members 
Mstep: Class 19 contains 56581 members 
Mstep: Class 20 contains 201213 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104768584.000000 Penalty: 71150.023438
Iteration 199Q: 22 clusters Score -1.047686e+08 nChanged 6205
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21952 members 
Mstep: Class 2 contains 14463 members 
Mstep: Class 3 contains 54148 members 
Mstep: Class 4 contains 36448 members 
Mstep: Class 5 contains 6808 members 
Mstep: Class 6 contains 3069 members 
Mstep: Class 7 contains 28215 members 
Mstep: Class 8 contains 33257 members 
Mstep: Class 9 contains 6588 members 
Mstep: Class 10 contains 104612 members 
Mstep: Class 11 contains 25251 members 
Mstep: Class 12 contains 4289 members 
Mstep: Class 13 contains 208115 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1813 members 
Mstep: Class 17 contains 39552 members 
Mstep: Class 19 contains 56574 members 
Mstep: Class 20 contains 201554 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 5686 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 200F: 22 clusters Score -1.047699e+08 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 14436 members 
Mstep: Class 3 contains 54132 members 
Mstep: Class 4 contains 36442 members 
Mstep: Class 5 contains 6553 members 
Mstep: Class 6 contains 3068 members 
Mstep: Class 7 contains 28446 members 
Mstep: Class 8 contains 33129 members 
Mstep: Class 9 contains 6586 members 
Mstep: Class 10 contains 104534 members 
Mstep: Class 11 contains 25084 members 
Mstep: Class 12 contains 4274 members 
Mstep: Class 13 contains 208519 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1810 members 
Mstep: Class 17 contains 39601 members 
Mstep: Class 19 contains 56558 members 
Mstep: Class 20 contains 201617 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 5685 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 201Q: 22 clusters Score -1.047706e+08 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 14413 members 
Mstep: Class 3 contains 54092 members 
Mstep: Class 4 contains 36438 members 
Mstep: Class 5 contains 6414 members 
Mstep: Class 6 contains 3066 members 
Mstep: Class 7 contains 28677 members 
Mstep: Class 8 contains 33092 members 
Mstep: Class 9 contains 6584 members 
Mstep: Class 10 contains 104442 members 
Mstep: Class 11 contains 24924 members 
Mstep: Class 12 contains 4266 members 
Mstep: Class 13 contains 208884 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1808 members 
Mstep: Class 17 contains 39581 members 
Mstep: Class 19 contains 56538 members 
Mstep: Class 20 contains 201585 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 5681 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 202Q: 22 clusters Score -1.047708e+08 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 14407 members 
Mstep: Class 3 contains 54063 members 
Mstep: Class 4 contains 36439 members 
Mstep: Class 5 contains 6318 members 
Mstep: Class 6 contains 3053 members 
Mstep: Class 7 contains 28867 members 
Mstep: Class 8 contains 33074 members 
Mstep: Class 9 contains 6581 members 
Mstep: Class 10 contains 104353 members 
Mstep: Class 11 contains 24751 members 
Mstep: Class 12 contains 4262 members 
Mstep: Class 13 contains 209235 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1802 members 
Mstep: Class 17 contains 39566 members 
Mstep: Class 19 contains 56532 members 
Mstep: Class 20 contains 201505 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 5678 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 203Q: 22 clusters Score -1.047712e+08 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 14397 members 
Mstep: Class 3 contains 54036 members 
Mstep: Class 4 contains 36448 members 
Mstep: Class 5 contains 6267 members 
Mstep: Class 6 contains 3047 members 
Mstep: Class 7 contains 29059 members 
Mstep: Class 8 contains 33064 members 
Mstep: Class 9 contains 6573 members 
Mstep: Class 10 contains 104240 members 
Mstep: Class 11 contains 24585 members 
Mstep: Class 12 contains 4258 members 
Mstep: Class 13 contains 209568 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1796 members 
Mstep: Class 17 contains 39521 members 
Mstep: Class 19 contains 56519 members 
Mstep: Class 20 contains 201439 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 5675 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 204Q: 22 clusters Score -1.047708e+08 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 14386 members 
Mstep: Class 3 contains 54015 members 
Mstep: Class 4 contains 36443 members 
Mstep: Class 5 contains 6229 members 
Mstep: Class 6 contains 3047 members 
Mstep: Class 7 contains 29242 members 
Mstep: Class 8 contains 33080 members 
Mstep: Class 9 contains 6568 members 
Mstep: Class 10 contains 104124 members 
Mstep: Class 11 contains 24416 members 
Mstep: Class 12 contains 4251 members 
Mstep: Class 13 contains 209854 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1794 members 
Mstep: Class 17 contains 39478 members 
Mstep: Class 19 contains 56506 members 
Mstep: Class 20 contains 201388 members 
Mstep: Class 21 contains 1387 members 
Mstep: Class 22 contains 5673 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 205Q: 22 clusters Score -1.047707e+08 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 14374 members 
Mstep: Class 3 contains 53989 members 
Mstep: Class 4 contains 36455 members 
Mstep: Class 5 contains 6202 members 
Mstep: Class 6 contains 3043 members 
Mstep: Class 7 contains 29413 members 
Mstep: Class 8 contains 33079 members 
Mstep: Class 9 contains 6568 members 
Mstep: Class 10 contains 104015 members 
Mstep: Class 11 contains 24264 members 
Mstep: Class 12 contains 4248 members 
Mstep: Class 13 contains 210146 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1793 members 
Mstep: Class 17 contains 39432 members 
Mstep: Class 19 contains 56482 members 
Mstep: Class 20 contains 201324 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104770920.000000 Penalty: 71150.023438
Iteration 206Q: 22 clusters Score -1.047709e+08 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 14363 members 
Mstep: Class 3 contains 53962 members 
Mstep: Class 4 contains 36449 members 
Mstep: Class 5 contains 6181 members 
Mstep: Class 6 contains 3041 members 
Mstep: Class 7 contains 29554 members 
Mstep: Class 8 contains 33097 members 
Mstep: Class 9 contains 6567 members 
Mstep: Class 10 contains 103901 members 
Mstep: Class 11 contains 24107 members 
Mstep: Class 12 contains 4251 members 
Mstep: Class 13 contains 210401 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1792 members 
Mstep: Class 17 contains 39382 members 
Mstep: Class 19 contains 56482 members 
Mstep: Class 20 contains 201303 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771000.000000 Penalty: 71150.023438
Iteration 207Q: 22 clusters Score -1.04771e+08 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 14357 members 
Mstep: Class 3 contains 53949 members 
Mstep: Class 4 contains 36446 members 
Mstep: Class 5 contains 6163 members 
Mstep: Class 6 contains 3038 members 
Mstep: Class 7 contains 29662 members 
Mstep: Class 8 contains 33120 members 
Mstep: Class 9 contains 6566 members 
Mstep: Class 10 contains 103797 members 
Mstep: Class 11 contains 23952 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 210627 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1788 members 
Mstep: Class 17 contains 39333 members 
Mstep: Class 19 contains 56478 members 
Mstep: Class 20 contains 201300 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771088.000000 Penalty: 71150.023438
Iteration 208Q: 22 clusters Score -1.047711e+08 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 14356 members 
Mstep: Class 3 contains 53920 members 
Mstep: Class 4 contains 36451 members 
Mstep: Class 5 contains 6150 members 
Mstep: Class 6 contains 3032 members 
Mstep: Class 7 contains 29767 members 
Mstep: Class 8 contains 33142 members 
Mstep: Class 9 contains 6563 members 
Mstep: Class 10 contains 103702 members 
Mstep: Class 11 contains 23782 members 
Mstep: Class 12 contains 4247 members 
Mstep: Class 13 contains 210888 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1783 members 
Mstep: Class 17 contains 39285 members 
Mstep: Class 19 contains 56474 members 
Mstep: Class 20 contains 201300 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771144.000000 Penalty: 71150.023438
Iteration 209Q: 22 clusters Score -1.047711e+08 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 14354 members 
Mstep: Class 3 contains 53889 members 
Mstep: Class 4 contains 36461 members 
Mstep: Class 5 contains 6134 members 
Mstep: Class 6 contains 3029 members 
Mstep: Class 7 contains 29860 members 
Mstep: Class 8 contains 33148 members 
Mstep: Class 9 contains 6563 members 
Mstep: Class 10 contains 103608 members 
Mstep: Class 11 contains 23618 members 
Mstep: Class 12 contains 4245 members 
Mstep: Class 13 contains 211176 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1779 members 
Mstep: Class 17 contains 39254 members 
Mstep: Class 19 contains 56466 members 
Mstep: Class 20 contains 201255 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771160.000000 Penalty: 71150.023438
Iteration 210Q: 22 clusters Score -1.047712e+08 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 14350 members 
Mstep: Class 3 contains 53861 members 
Mstep: Class 4 contains 36472 members 
Mstep: Class 5 contains 6127 members 
Mstep: Class 6 contains 3025 members 
Mstep: Class 7 contains 29951 members 
Mstep: Class 8 contains 33158 members 
Mstep: Class 9 contains 6563 members 
Mstep: Class 10 contains 103502 members 
Mstep: Class 11 contains 23454 members 
Mstep: Class 12 contains 4245 members 
Mstep: Class 13 contains 211412 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1776 members 
Mstep: Class 17 contains 39219 members 
Mstep: Class 19 contains 56453 members 
Mstep: Class 20 contains 201273 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104770960.000000 Penalty: 71150.023438
Iteration 211Q: 22 clusters Score -1.04771e+08 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 14344 members 
Mstep: Class 3 contains 53848 members 
Mstep: Class 4 contains 36472 members 
Mstep: Class 5 contains 6123 members 
Mstep: Class 6 contains 3021 members 
Mstep: Class 7 contains 30017 members 
Mstep: Class 8 contains 33168 members 
Mstep: Class 9 contains 6562 members 
Mstep: Class 10 contains 103407 members 
Mstep: Class 11 contains 23321 members 
Mstep: Class 12 contains 4243 members 
Mstep: Class 13 contains 211612 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1775 members 
Mstep: Class 17 contains 39187 members 
Mstep: Class 19 contains 56425 members 
Mstep: Class 20 contains 201321 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771200.000000 Penalty: 71150.023438
Iteration 212Q: 22 clusters Score -1.047712e+08 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 14335 members 
Mstep: Class 3 contains 53851 members 
Mstep: Class 4 contains 36463 members 
Mstep: Class 5 contains 6119 members 
Mstep: Class 6 contains 3018 members 
Mstep: Class 7 contains 30069 members 
Mstep: Class 8 contains 33183 members 
Mstep: Class 9 contains 6562 members 
Mstep: Class 10 contains 103303 members 
Mstep: Class 11 contains 23195 members 
Mstep: Class 12 contains 4242 members 
Mstep: Class 13 contains 211810 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1770 members 
Mstep: Class 17 contains 39166 members 
Mstep: Class 19 contains 56407 members 
Mstep: Class 20 contains 201361 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5667 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 213Q: 22 clusters Score -1.04771e+08 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 14329 members 
Mstep: Class 3 contains 53837 members 
Mstep: Class 4 contains 36464 members 
Mstep: Class 5 contains 6114 members 
Mstep: Class 6 contains 3016 members 
Mstep: Class 7 contains 30125 members 
Mstep: Class 8 contains 33209 members 
Mstep: Class 9 contains 6562 members 
Mstep: Class 10 contains 103228 members 
Mstep: Class 11 contains 23059 members 
Mstep: Class 12 contains 4239 members 
Mstep: Class 13 contains 212063 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1766 members 
Mstep: Class 17 contains 39132 members 
Mstep: Class 19 contains 56383 members 
Mstep: Class 20 contains 201338 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5665 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 214Q: 22 clusters Score -1.04771e+08 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 14324 members 
Mstep: Class 3 contains 53832 members 
Mstep: Class 4 contains 36468 members 
Mstep: Class 5 contains 6110 members 
Mstep: Class 6 contains 3017 members 
Mstep: Class 7 contains 30178 members 
Mstep: Class 8 contains 33221 members 
Mstep: Class 9 contains 6562 members 
Mstep: Class 10 contains 103130 members 
Mstep: Class 11 contains 22910 members 
Mstep: Class 12 contains 4235 members 
Mstep: Class 13 contains 212281 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1766 members 
Mstep: Class 17 contains 39106 members 
Mstep: Class 19 contains 56372 members 
Mstep: Class 20 contains 201352 members 
Mstep: Class 21 contains 1386 members 
Mstep: Class 22 contains 5663 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 215Q: 22 clusters Score -1.047713e+08 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 14314 members 
Mstep: Class 3 contains 53830 members 
Mstep: Class 4 contains 36479 members 
Mstep: Class 5 contains 6108 members 
Mstep: Class 6 contains 3015 members 
Mstep: Class 7 contains 30240 members 
Mstep: Class 8 contains 33241 members 
Mstep: Class 9 contains 6562 members 
Mstep: Class 10 contains 103048 members 
Mstep: Class 11 contains 22743 members 
Mstep: Class 12 contains 4233 members 
Mstep: Class 13 contains 212541 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1765 members 
Mstep: Class 17 contains 39075 members 
Mstep: Class 19 contains 56346 members 
Mstep: Class 20 contains 201318 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5661 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 216Q: 22 clusters Score -1.047711e+08 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 14308 members 
Mstep: Class 3 contains 53808 members 
Mstep: Class 4 contains 36485 members 
Mstep: Class 5 contains 6106 members 
Mstep: Class 6 contains 3015 members 
Mstep: Class 7 contains 30309 members 
Mstep: Class 8 contains 33262 members 
Mstep: Class 9 contains 6562 members 
Mstep: Class 10 contains 102968 members 
Mstep: Class 11 contains 22558 members 
Mstep: Class 12 contains 4231 members 
Mstep: Class 13 contains 212768 members 
Mstep: Class 14 contains 2280 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1766 members 
Mstep: Class 17 contains 39040 members 
Mstep: Class 19 contains 56324 members 
Mstep: Class 20 contains 201340 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5660 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 217Q: 22 clusters Score -1.047711e+08 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 14308 members 
Mstep: Class 3 contains 53775 members 
Mstep: Class 4 contains 36477 members 
Mstep: Class 5 contains 6105 members 
Mstep: Class 6 contains 3017 members 
Mstep: Class 7 contains 30390 members 
Mstep: Class 8 contains 33256 members 
Mstep: Class 9 contains 6561 members 
Mstep: Class 10 contains 102885 members 
Mstep: Class 11 contains 22362 members 
Mstep: Class 12 contains 4231 members 
Mstep: Class 13 contains 212993 members 
Mstep: Class 14 contains 2280 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1766 members 
Mstep: Class 17 contains 39020 members 
Mstep: Class 19 contains 56292 members 
Mstep: Class 20 contains 201418 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5658 members 
Entering Unmasked Estep 
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Iteration 218Q: 22 clusters Score -1.047713e+08 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 14305 members 
Mstep: Class 3 contains 53769 members 
Mstep: Class 4 contains 36474 members 
Mstep: Class 5 contains 6103 members 
Mstep: Class 6 contains 3017 members 
Mstep: Class 7 contains 30449 members 
Mstep: Class 8 contains 33249 members 
Mstep: Class 9 contains 6561 members 
Mstep: Class 10 contains 102792 members 
Mstep: Class 11 contains 22146 members 
Mstep: Class 12 contains 4233 members 
Mstep: Class 13 contains 213248 members 
Mstep: Class 14 contains 2280 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1765 members 
Mstep: Class 17 contains 38996 members 
Mstep: Class 19 contains 56261 members 
Mstep: Class 20 contains 201500 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5653 members 
Entering Unmasked Estep 
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Iteration 219Q: 22 clusters Score -1.047714e+08 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 14299 members 
Mstep: Class 3 contains 53773 members 
Mstep: Class 4 contains 36462 members 
Mstep: Class 5 contains 6101 members 
Mstep: Class 6 contains 3018 members 
Mstep: Class 7 contains 30511 members 
Mstep: Class 8 contains 33235 members 
Mstep: Class 9 contains 6561 members 
Mstep: Class 10 contains 102685 members 
Mstep: Class 11 contains 21931 members 
Mstep: Class 12 contains 4233 members 
Mstep: Class 13 contains 213516 members 
Mstep: Class 14 contains 2280 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1763 members 
Mstep: Class 17 contains 38986 members 
Mstep: Class 19 contains 56238 members 
Mstep: Class 20 contains 201556 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771352.000000 Penalty: 71150.023438
Iteration 220F: 22 clusters Score -1.047714e+08 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 14296 members 
Mstep: Class 3 contains 53788 members 
Mstep: Class 4 contains 36453 members 
Mstep: Class 5 contains 6098 members 
Mstep: Class 6 contains 3018 members 
Mstep: Class 7 contains 30580 members 
Mstep: Class 8 contains 33233 members 
Mstep: Class 9 contains 6561 members 
Mstep: Class 10 contains 102577 members 
Mstep: Class 11 contains 21708 members 
Mstep: Class 12 contains 4233 members 
Mstep: Class 13 contains 213767 members 
Mstep: Class 14 contains 2280 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1763 members 
Mstep: Class 17 contains 38966 members 
Mstep: Class 19 contains 56223 members 
Mstep: Class 20 contains 201613 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771800.000000 Penalty: 71150.023438
Iteration 221Q: 22 clusters Score -1.047718e+08 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 14282 members 
Mstep: Class 3 contains 53807 members 
Mstep: Class 4 contains 36449 members 
Mstep: Class 5 contains 6098 members 
Mstep: Class 6 contains 3018 members 
Mstep: Class 7 contains 30638 members 
Mstep: Class 8 contains 33237 members 
Mstep: Class 9 contains 6561 members 
Mstep: Class 10 contains 102479 members 
Mstep: Class 11 contains 21487 members 
Mstep: Class 12 contains 4233 members 
Mstep: Class 13 contains 213965 members 
Mstep: Class 14 contains 2280 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1763 members 
Mstep: Class 17 contains 38941 members 
Mstep: Class 19 contains 56210 members 
Mstep: Class 20 contains 201711 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771776.000000 Penalty: 71150.023438
Iteration 222Q: 22 clusters Score -1.047718e+08 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 14265 members 
Mstep: Class 3 contains 53818 members 
Mstep: Class 4 contains 36452 members 
Mstep: Class 5 contains 6097 members 
Mstep: Class 6 contains 3013 members 
Mstep: Class 7 contains 30700 members 
Mstep: Class 8 contains 33240 members 
Mstep: Class 9 contains 6561 members 
Mstep: Class 10 contains 102374 members 
Mstep: Class 11 contains 21250 members 
Mstep: Class 12 contains 4236 members 
Mstep: Class 13 contains 214243 members 
Mstep: Class 14 contains 2280 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1763 members 
Mstep: Class 17 contains 38919 members 
Mstep: Class 19 contains 56170 members 
Mstep: Class 20 contains 201788 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771792.000000 Penalty: 71150.023438
Iteration 223Q: 22 clusters Score -1.047718e+08 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 14244 members 
Mstep: Class 3 contains 53816 members 
Mstep: Class 4 contains 36447 members 
Mstep: Class 5 contains 6096 members 
Mstep: Class 6 contains 3011 members 
Mstep: Class 7 contains 30754 members 
Mstep: Class 8 contains 33240 members 
Mstep: Class 9 contains 6560 members 
Mstep: Class 10 contains 102282 members 
Mstep: Class 11 contains 21022 members 
Mstep: Class 12 contains 4236 members 
Mstep: Class 13 contains 214514 members 
Mstep: Class 14 contains 2280 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1763 members 
Mstep: Class 17 contains 38907 members 
Mstep: Class 19 contains 56137 members 
Mstep: Class 20 contains 201864 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771760.000000 Penalty: 71150.023438
Iteration 224Q: 22 clusters Score -1.047718e+08 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 14231 members 
Mstep: Class 3 contains 53820 members 
Mstep: Class 4 contains 36431 members 
Mstep: Class 5 contains 6096 members 
Mstep: Class 6 contains 3012 members 
Mstep: Class 7 contains 30789 members 
Mstep: Class 8 contains 33240 members 
Mstep: Class 9 contains 6563 members 
Mstep: Class 10 contains 102198 members 
Mstep: Class 11 contains 20809 members 
Mstep: Class 12 contains 4234 members 
Mstep: Class 13 contains 214815 members 
Mstep: Class 14 contains 2280 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1763 members 
Mstep: Class 17 contains 38900 members 
Mstep: Class 19 contains 56104 members 
Mstep: Class 20 contains 201885 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771776.000000 Penalty: 71150.023438
Iteration 225Q: 22 clusters Score -1.047718e+08 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 14213 members 
Mstep: Class 3 contains 53835 members 
Mstep: Class 4 contains 36429 members 
Mstep: Class 5 contains 6096 members 
Mstep: Class 6 contains 3011 members 
Mstep: Class 7 contains 30806 members 
Mstep: Class 8 contains 33233 members 
Mstep: Class 9 contains 6562 members 
Mstep: Class 10 contains 102128 members 
Mstep: Class 11 contains 20601 members 
Mstep: Class 12 contains 4235 members 
Mstep: Class 13 contains 215150 members 
Mstep: Class 14 contains 2280 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1760 members 
Mstep: Class 17 contains 38894 members 
Mstep: Class 19 contains 56061 members 
Mstep: Class 20 contains 201872 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771920.000000 Penalty: 71150.023438
Iteration 226Q: 22 clusters Score -1.047719e+08 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 14205 members 
Mstep: Class 3 contains 53845 members 
Mstep: Class 4 contains 36423 members 
Mstep: Class 5 contains 6096 members 
Mstep: Class 6 contains 3009 members 
Mstep: Class 7 contains 30821 members 
Mstep: Class 8 contains 33215 members 
Mstep: Class 9 contains 6562 members 
Mstep: Class 10 contains 102046 members 
Mstep: Class 11 contains 20393 members 
Mstep: Class 12 contains 4231 members 
Mstep: Class 13 contains 215541 members 
Mstep: Class 14 contains 2280 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1759 members 
Mstep: Class 17 contains 38883 members 
Mstep: Class 19 contains 56032 members 
Mstep: Class 20 contains 201830 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104771968.000000 Penalty: 71150.023438
Iteration 227Q: 22 clusters Score -1.04772e+08 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 14192 members 
Mstep: Class 3 contains 53839 members 
Mstep: Class 4 contains 36407 members 
Mstep: Class 5 contains 6096 members 
Mstep: Class 6 contains 3005 members 
Mstep: Class 7 contains 30838 members 
Mstep: Class 8 contains 33189 members 
Mstep: Class 9 contains 6563 members 
Mstep: Class 10 contains 101967 members 
Mstep: Class 11 contains 20201 members 
Mstep: Class 12 contains 4229 members 
Mstep: Class 13 contains 215929 members 
Mstep: Class 14 contains 2280 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 38876 members 
Mstep: Class 19 contains 56021 members 
Mstep: Class 20 contains 201777 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104772360.000000 Penalty: 71150.023438
Iteration 228Q: 22 clusters Score -1.047724e+08 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 14181 members 
Mstep: Class 3 contains 53849 members 
Mstep: Class 4 contains 36393 members 
Mstep: Class 5 contains 6096 members 
Mstep: Class 6 contains 3001 members 
Mstep: Class 7 contains 30868 members 
Mstep: Class 8 contains 33156 members 
Mstep: Class 9 contains 6564 members 
Mstep: Class 10 contains 101869 members 
Mstep: Class 11 contains 19986 members 
Mstep: Class 12 contains 4222 members 
Mstep: Class 13 contains 216379 members 
Mstep: Class 14 contains 2280 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1754 members 
Mstep: Class 17 contains 38868 members 
Mstep: Class 19 contains 56001 members 
Mstep: Class 20 contains 201701 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104772480.000000 Penalty: 71150.023438
Iteration 229Q: 22 clusters Score -1.047725e+08 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 14172 members 
Mstep: Class 3 contains 53856 members 
Mstep: Class 4 contains 36380 members 
Mstep: Class 5 contains 6096 members 
Mstep: Class 6 contains 2999 members 
Mstep: Class 7 contains 30902 members 
Mstep: Class 8 contains 33133 members 
Mstep: Class 9 contains 6565 members 
Mstep: Class 10 contains 101795 members 
Mstep: Class 11 contains 19779 members 
Mstep: Class 12 contains 4217 members 
Mstep: Class 13 contains 216783 members 
Mstep: Class 14 contains 2280 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1753 members 
Mstep: Class 17 contains 38861 members 
Mstep: Class 19 contains 55986 members 
Mstep: Class 20 contains 201609 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104772504.000000 Penalty: 71150.023438
Iteration 230Q: 22 clusters Score -1.047725e+08 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 14157 members 
Mstep: Class 3 contains 53870 members 
Mstep: Class 4 contains 36371 members 
Mstep: Class 5 contains 6095 members 
Mstep: Class 6 contains 2997 members 
Mstep: Class 7 contains 30929 members 
Mstep: Class 8 contains 33098 members 
Mstep: Class 9 contains 6566 members 
Mstep: Class 10 contains 101726 members 
Mstep: Class 11 contains 19570 members 
Mstep: Class 12 contains 4214 members 
Mstep: Class 13 contains 217212 members 
Mstep: Class 14 contains 2280 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1752 members 
Mstep: Class 17 contains 38855 members 
Mstep: Class 19 contains 55959 members 
Mstep: Class 20 contains 201518 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104772632.000000 Penalty: 71150.023438
Iteration 231Q: 22 clusters Score -1.047726e+08 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 14147 members 
Mstep: Class 3 contains 53880 members 
Mstep: Class 4 contains 36364 members 
Mstep: Class 5 contains 6095 members 
Mstep: Class 6 contains 2993 members 
Mstep: Class 7 contains 30954 members 
Mstep: Class 8 contains 33060 members 
Mstep: Class 9 contains 6568 members 
Mstep: Class 10 contains 101660 members 
Mstep: Class 11 contains 19372 members 
Mstep: Class 12 contains 4216 members 
Mstep: Class 13 contains 217619 members 
Mstep: Class 14 contains 2280 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1751 members 
Mstep: Class 17 contains 38849 members 
Mstep: Class 19 contains 55951 members 
Mstep: Class 20 contains 201414 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104772616.000000 Penalty: 71150.023438
Iteration 232Q: 22 clusters Score -1.047726e+08 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 14133 members 
Mstep: Class 3 contains 53872 members 
Mstep: Class 4 contains 36359 members 
Mstep: Class 5 contains 6095 members 
Mstep: Class 6 contains 2987 members 
Mstep: Class 7 contains 30982 members 
Mstep: Class 8 contains 33018 members 
Mstep: Class 9 contains 6568 members 
Mstep: Class 10 contains 101589 members 
Mstep: Class 11 contains 19197 members 
Mstep: Class 12 contains 4214 members 
Mstep: Class 13 contains 218088 members 
Mstep: Class 14 contains 2280 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1751 members 
Mstep: Class 17 contains 38847 members 
Mstep: Class 19 contains 55934 members 
Mstep: Class 20 contains 201260 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104772504.000000 Penalty: 71150.023438
Iteration 233Q: 22 clusters Score -1.047725e+08 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 14120 members 
Mstep: Class 3 contains 53864 members 
Mstep: Class 4 contains 36356 members 
Mstep: Class 5 contains 6095 members 
Mstep: Class 6 contains 2986 members 
Mstep: Class 7 contains 31010 members 
Mstep: Class 8 contains 32968 members 
Mstep: Class 9 contains 6568 members 
Mstep: Class 10 contains 101491 members 
Mstep: Class 11 contains 19008 members 
Mstep: Class 12 contains 4213 members 
Mstep: Class 13 contains 218582 members 
Mstep: Class 14 contains 2280 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1751 members 
Mstep: Class 17 contains 38842 members 
Mstep: Class 19 contains 55918 members 
Mstep: Class 20 contains 201135 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104772816.000000 Penalty: 71150.023438
Iteration 234Q: 22 clusters Score -1.047728e+08 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 14104 members 
Mstep: Class 3 contains 53869 members 
Mstep: Class 4 contains 36355 members 
Mstep: Class 5 contains 6095 members 
Mstep: Class 6 contains 2984 members 
Mstep: Class 7 contains 31027 members 
Mstep: Class 8 contains 32913 members 
Mstep: Class 9 contains 6568 members 
Mstep: Class 10 contains 101381 members 
Mstep: Class 11 contains 18844 members 
Mstep: Class 12 contains 4212 members 
Mstep: Class 13 contains 219041 members 
Mstep: Class 14 contains 2280 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1753 members 
Mstep: Class 17 contains 38835 members 
Mstep: Class 19 contains 55895 members 
Mstep: Class 20 contains 201040 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104772984.000000 Penalty: 71150.023438
Iteration 235Q: 22 clusters Score -1.04773e+08 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 14081 members 
Mstep: Class 3 contains 53864 members 
Mstep: Class 4 contains 36337 members 
Mstep: Class 5 contains 6094 members 
Mstep: Class 6 contains 2981 members 
Mstep: Class 7 contains 31052 members 
Mstep: Class 8 contains 32860 members 
Mstep: Class 9 contains 6568 members 
Mstep: Class 10 contains 101268 members 
Mstep: Class 11 contains 18691 members 
Mstep: Class 12 contains 4211 members 
Mstep: Class 13 contains 219497 members 
Mstep: Class 14 contains 2280 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1754 members 
Mstep: Class 17 contains 38832 members 
Mstep: Class 19 contains 55879 members 
Mstep: Class 20 contains 200944 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773032.000000 Penalty: 71150.023438
Iteration 236Q: 22 clusters Score -1.04773e+08 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 14060 members 
Mstep: Class 3 contains 53872 members 
Mstep: Class 4 contains 36325 members 
Mstep: Class 5 contains 6094 members 
Mstep: Class 6 contains 2980 members 
Mstep: Class 7 contains 31078 members 
Mstep: Class 8 contains 32809 members 
Mstep: Class 9 contains 6567 members 
Mstep: Class 10 contains 101146 members 
Mstep: Class 11 contains 18518 members 
Mstep: Class 12 contains 4208 members 
Mstep: Class 13 contains 219956 members 
Mstep: Class 14 contains 2280 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1758 members 
Mstep: Class 17 contains 38827 members 
Mstep: Class 19 contains 55855 members 
Mstep: Class 20 contains 200862 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773128.000000 Penalty: 71150.023438
Iteration 237Q: 22 clusters Score -1.047731e+08 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 53871 members 
Mstep: Class 4 contains 36314 members 
Mstep: Class 5 contains 6094 members 
Mstep: Class 6 contains 2978 members 
Mstep: Class 7 contains 31119 members 
Mstep: Class 8 contains 32756 members 
Mstep: Class 9 contains 6565 members 
Mstep: Class 10 contains 101008 members 
Mstep: Class 11 contains 18337 members 
Mstep: Class 12 contains 4208 members 
Mstep: Class 13 contains 220399 members 
Mstep: Class 14 contains 2280 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1758 members 
Mstep: Class 17 contains 38824 members 
Mstep: Class 19 contains 55830 members 
Mstep: Class 20 contains 200822 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773360.000000 Penalty: 71150.023438
Iteration 238Q: 22 clusters Score -1.047734e+08 nChanged 1522
Entering ConstructFrom: 
Score: -104773360.000000 Penalty: 71150.023438
Entering ConstructFrom: 
Trying to split cluster 1 (21836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21836 members 
Entering Unmasked Estep 
Score: -2625354.250000 Penalty: 2477.846191
	Iteration 0F: 2 clusters Score -2625354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -2610069.500000 Penalty: 4955.692383
	Iteration 0F: 3 clusters Score -2610070 nChanged 9700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -2615186.000000 Penalty: 4955.692383
	Iteration 1F: 3 clusters Score -2615186 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -2615581.750000 Penalty: 4955.692383
	Iteration 2F: 3 clusters Score -2615582 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -2615944.500000 Penalty: 4955.692383
	Iteration 3Q: 3 clusters Score -2615944 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -2616390.500000 Penalty: 4955.692383
	Iteration 4Q: 3 clusters Score -2616390 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -2616975.750000 Penalty: 4955.692383
	Iteration 5F: 3 clusters Score -2616976 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -2617733.250000 Penalty: 4955.692383
	Iteration 6F: 3 clusters Score -2617733 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -2618794.500000 Penalty: 4955.692383
	Iteration 7F: 3 clusters Score -2618794 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -2620135.250000 Penalty: 4955.692383
	Iteration 8F: 3 clusters Score -2620135 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2621412.750000 Penalty: 4955.692383
	Iteration 9F: 3 clusters Score -2621413 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2622265.500000 Penalty: 4955.692383
	Iteration 10Q: 3 clusters Score -2622266 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2622724.500000 Penalty: 4955.692383
	Iteration 11Q: 3 clusters Score -2622724 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2622945.000000 Penalty: 4955.692383
	Iteration 12Q: 3 clusters Score -2622945 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2623058.000000 Penalty: 4955.692383
	Iteration 13Q: 3 clusters Score -2623058 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2623122.500000 Penalty: 4955.692383
	Iteration 14Q: 3 clusters Score -2623122 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2623155.750000 Penalty: 4955.692383
	Iteration 15Q: 3 clusters Score -2623156 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2623167.000000 Penalty: 4955.692383
	Iteration 16Q: 3 clusters Score -2623167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2623172.750000 Penalty: 4955.692383
	Iteration 17Q: 3 clusters Score -2623173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2623176.750000 Penalty: 4955.692383
	Iteration 18Q: 3 clusters Score -2623177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2623176.500000 Penalty: 4955.692383
	Iteration 19Q: 3 clusters Score -2623176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2623186.750000 Penalty: 4955.692383
	Iteration 20F: 3 clusters Score -2623187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -2623194.500000 Penalty: 4955.692383
	Iteration 21Q: 3 clusters Score -2623194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21499 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -2623200.500000 Penalty: 4955.692383
	Iteration 22Q: 3 clusters Score -2623200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21501 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2623204.000000 Penalty: 4955.692383
	Iteration 23Q: 3 clusters Score -2623204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2623207.000000 Penalty: 4955.692383
	Iteration 24Q: 3 clusters Score -2623207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2623204.000000 Penalty: 4955.692383
	Iteration 25Q: 3 clusters Score -2623204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2623208.250000 Penalty: 4955.692383
	Iteration 26Q: 3 clusters Score -2623208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2623212.750000 Penalty: 4955.692383
	Iteration 27Q: 3 clusters Score -2623213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2623214.000000 Penalty: 4955.692383
	Iteration 28Q: 3 clusters Score -2623214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -2623217.000000 Penalty: 4955.692383
	Iteration 29Q: 3 clusters Score -2623217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2623224.500000 Penalty: 4955.692383
	Iteration 30Q: 3 clusters Score -2623224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -2623229.750000 Penalty: 4955.692383
	Iteration 31Q: 3 clusters Score -2623230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2623237.000000 Penalty: 4955.692383
	Iteration 32Q: 3 clusters Score -2623237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2623241.500000 Penalty: 4955.692383
	Iteration 33Q: 3 clusters Score -2623242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2623253.250000 Penalty: 4955.692383
	Iteration 34Q: 3 clusters Score -2623253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2623256.000000 Penalty: 4955.692383
	Iteration 35Q: 3 clusters Score -2623256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2623258.000000 Penalty: 4955.692383
	Iteration 36Q: 3 clusters Score -2623258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2623260.500000 Penalty: 4955.692383
	Iteration 37Q: 3 clusters Score -2623260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -2623260.500000 Penalty: 4955.692383
	Iteration 38F: 3 clusters Score -2623260 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Entering Unmasked Estep 
Score: -1750260.875000 Penalty: 2368.105225
	Iteration 0F: 2 clusters Score -1750261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1740057.750000 Penalty: 4736.210449
	Iteration 0F: 3 clusters Score -1740058 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1743123.875000 Penalty: 4736.210449
	Iteration 1F: 3 clusters Score -1743124 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -1743604.625000 Penalty: 4736.210449
	Iteration 2F: 3 clusters Score -1743605 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1744055.875000 Penalty: 4736.210449
	Iteration 3F: 3 clusters Score -1744056 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1744515.000000 Penalty: 4736.210449
	Iteration 4F: 3 clusters Score -1744515 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1745031.375000 Penalty: 4736.210449
	Iteration 5F: 3 clusters Score -1745031 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -1745582.500000 Penalty: 4736.210449
	Iteration 6F: 3 clusters Score -1745582 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -1746118.000000 Penalty: 4736.210449
	Iteration 7F: 3 clusters Score -1746118 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1746607.625000 Penalty: 4736.210449
	Iteration 8Q: 3 clusters Score -1746608 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1747054.500000 Penalty: 4736.210449
	Iteration 9Q: 3 clusters Score -1747054 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1747414.000000 Penalty: 4736.210449
	Iteration 10Q: 3 clusters Score -1747414 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1747643.625000 Penalty: 4736.210449
	Iteration 11Q: 3 clusters Score -1747644 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1747800.000000 Penalty: 4736.210449
	Iteration 12Q: 3 clusters Score -1747800 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1747903.250000 Penalty: 4736.210449
	Iteration 13Q: 3 clusters Score -1747903 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -1747980.875000 Penalty: 4736.210449
	Iteration 14Q: 3 clusters Score -1747981 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -1748060.500000 Penalty: 4736.210449
	Iteration 15Q: 3 clusters Score -1748060 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -1748125.000000 Penalty: 4736.210449
	Iteration 16Q: 3 clusters Score -1748125 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -1748182.875000 Penalty: 4736.210449
	Iteration 17Q: 3 clusters Score -1748183 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -1748222.375000 Penalty: 4736.210449
	Iteration 18Q: 3 clusters Score -1748222 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -1748269.000000 Penalty: 4736.210449
	Iteration 19Q: 3 clusters Score -1748269 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -1748301.250000 Penalty: 4736.210449
	Iteration 20F: 3 clusters Score -1748301 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -1748325.375000 Penalty: 4736.210449
	Iteration 21Q: 3 clusters Score -1748325 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -1748343.500000 Penalty: 4736.210449
	Iteration 22Q: 3 clusters Score -1748344 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -1748359.750000 Penalty: 4736.210449
	Iteration 23Q: 3 clusters Score -1748360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -1748368.500000 Penalty: 4736.210449
	Iteration 24Q: 3 clusters Score -1748368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 13366 members 
Entering Unmasked Estep 
Score: -1748373.875000 Penalty: 4736.210449
	Iteration 25Q: 3 clusters Score -1748374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -1748378.375000 Penalty: 4736.210449
	Iteration 26Q: 3 clusters Score -1748378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -1748378.500000 Penalty: 4736.210449
	Iteration 27Q: 3 clusters Score -1748378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -1748385.875000 Penalty: 4736.210449
	Iteration 28Q: 3 clusters Score -1748386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -1748388.000000 Penalty: 4736.210449
	Iteration 29Q: 3 clusters Score -1748388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -1748390.375000 Penalty: 4736.210449
	Iteration 30Q: 3 clusters Score -1748390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -1748395.375000 Penalty: 4736.210449
	Iteration 31Q: 3 clusters Score -1748395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -1748397.625000 Penalty: 4736.210449
	Iteration 32Q: 3 clusters Score -1748398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1748400.500000 Penalty: 4736.210449
	Iteration 33Q: 3 clusters Score -1748400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1748401.250000 Penalty: 4736.210449
	Iteration 34Q: 3 clusters Score -1748401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -1748401.000000 Penalty: 4736.210449
	Iteration 35Q: 3 clusters Score -1748401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -1748402.125000 Penalty: 4736.210449
	Iteration 36Q: 3 clusters Score -1748402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -1748403.500000 Penalty: 4736.210449
	Iteration 37Q: 3 clusters Score -1748404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1748403.000000 Penalty: 4736.210449
	Iteration 38Q: 3 clusters Score -1748403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -1748405.250000 Penalty: 4736.210449
	Iteration 39Q: 3 clusters Score -1748405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -1748405.250000 Penalty: 4736.210449
	Iteration 40F: 3 clusters Score -1748405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (53864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53864 members 
Entering Unmasked Estep 
Score: -6763826.000000 Penalty: 2701.765869
	Iteration 0F: 2 clusters Score -6763826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -6727529.000000 Penalty: 5403.531738
	Iteration 0F: 3 clusters Score -6727529 nChanged 24951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25773 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -6741492.500000 Penalty: 5403.531738
	Iteration 1F: 3 clusters Score -6741492 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 28726 members 
Entering Unmasked Estep 
Score: -6742056.000000 Penalty: 5403.531738
	Iteration 2Q: 3 clusters Score -6742056 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -6742599.000000 Penalty: 5403.531738
	Iteration 3Q: 3 clusters Score -6742599 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -6743377.500000 Penalty: 5403.531738
	Iteration 4Q: 3 clusters Score -6743378 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 32876 members 
Entering Unmasked Estep 
Score: -6744350.500000 Penalty: 5403.531738
	Iteration 5Q: 3 clusters Score -6744350 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -6745889.500000 Penalty: 5403.531738
	Iteration 6F: 3 clusters Score -6745890 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -6748127.000000 Penalty: 5403.531738
	Iteration 7F: 3 clusters Score -6748127 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 42452 members 
Entering Unmasked Estep 
Score: -6751127.500000 Penalty: 5403.531738
	Iteration 8F: 3 clusters Score -6751128 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 46269 members 
Entering Unmasked Estep 
Score: -6754548.000000 Penalty: 5403.531738
	Iteration 9F: 3 clusters Score -6754548 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 49481 members 
Entering Unmasked Estep 
Score: -6757618.500000 Penalty: 5403.531738
	Iteration 10F: 3 clusters Score -6757618 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 51575 members 
Entering Unmasked Estep 
Score: -6759561.500000 Penalty: 5403.531738
	Iteration 11Q: 3 clusters Score -6759562 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 52669 members 
Entering Unmasked Estep 
Score: -6760584.000000 Penalty: 5403.531738
	Iteration 12Q: 3 clusters Score -6760584 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 53131 members 
Entering Unmasked Estep 
Score: -6761001.500000 Penalty: 5403.531738
	Iteration 13Q: 3 clusters Score -6761002 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 53325 members 
Entering Unmasked Estep 
Score: -6761199.000000 Penalty: 5403.531738
	Iteration 14Q: 3 clusters Score -6761199 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 53424 members 
Entering Unmasked Estep 
Score: -6761301.500000 Penalty: 5403.531738
	Iteration 15Q: 3 clusters Score -6761302 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 53461 members 
Entering Unmasked Estep 
Score: -6761357.500000 Penalty: 5403.531738
	Iteration 16Q: 3 clusters Score -6761358 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 53489 members 
Entering Unmasked Estep 
Score: -6761412.000000 Penalty: 5403.531738
	Iteration 17Q: 3 clusters Score -6761412 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 53504 members 
Entering Unmasked Estep 
Score: -6761447.500000 Penalty: 5403.531738
	Iteration 18Q: 3 clusters Score -6761448 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 53508 members 
Entering Unmasked Estep 
Score: -6761475.500000 Penalty: 5403.531738
	Iteration 19Q: 3 clusters Score -6761476 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 53515 members 
Entering Unmasked Estep 
Score: -6761486.000000 Penalty: 5403.531738
	Iteration 20F: 3 clusters Score -6761486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 53518 members 
Entering Unmasked Estep 
Score: -6761508.500000 Penalty: 5403.531738
	Iteration 21Q: 3 clusters Score -6761508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 53526 members 
Entering Unmasked Estep 
Score: -6761521.500000 Penalty: 5403.531738
	Iteration 22Q: 3 clusters Score -6761522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 53530 members 
Entering Unmasked Estep 
Score: -6761529.000000 Penalty: 5403.531738
	Iteration 23Q: 3 clusters Score -6761529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 53533 members 
Entering Unmasked Estep 
Score: -6761533.500000 Penalty: 5403.531738
	Iteration 24Q: 3 clusters Score -6761534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 53536 members 
Entering Unmasked Estep 
Score: -6761531.500000 Penalty: 5403.531738
	Iteration 25Q: 3 clusters Score -6761532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 53536 members 
Entering Unmasked Estep 
Score: -6761531.500000 Penalty: 5403.531738
	Iteration 26F: 3 clusters Score -6761532 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (36311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Entering Unmasked Estep 
Score: -4585498.000000 Penalty: 2603.969238
	Iteration 0F: 2 clusters Score -4585498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -4560877.500000 Penalty: 5207.938477
	Iteration 0F: 3 clusters Score -4560878 nChanged 16624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -4569898.500000 Penalty: 5207.938477
	Iteration 1F: 3 clusters Score -4569898 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -4570348.000000 Penalty: 5207.938477
	Iteration 2Q: 3 clusters Score -4570348 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -4570787.500000 Penalty: 5207.938477
	Iteration 3Q: 3 clusters Score -4570788 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -4571193.000000 Penalty: 5207.938477
	Iteration 4Q: 3 clusters Score -4571193 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -4571687.000000 Penalty: 5207.938477
	Iteration 5Q: 3 clusters Score -4571687 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -4572444.500000 Penalty: 5207.938477
	Iteration 6Q: 3 clusters Score -4572444 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -4573604.000000 Penalty: 5207.938477
	Iteration 7F: 3 clusters Score -4573604 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -4575434.500000 Penalty: 5207.938477
	Iteration 8F: 3 clusters Score -4575434 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 30557 members 
Entering Unmasked Estep 
Score: -4577820.500000 Penalty: 5207.938477
	Iteration 9F: 3 clusters Score -4577820 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -4580230.500000 Penalty: 5207.938477
	Iteration 10F: 3 clusters Score -4580230 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -4581935.000000 Penalty: 5207.938477
	Iteration 11Q: 3 clusters Score -4581935 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
Score: -4582690.500000 Penalty: 5207.938477
	Iteration 12Q: 3 clusters Score -4582690 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -4583004.000000 Penalty: 5207.938477
	Iteration 13Q: 3 clusters Score -4583004 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -4583146.000000 Penalty: 5207.938477
	Iteration 14Q: 3 clusters Score -4583146 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -4583194.000000 Penalty: 5207.938477
	Iteration 15Q: 3 clusters Score -4583194 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 36066 members 
Entering Unmasked Estep 
Score: -4583218.000000 Penalty: 5207.938477
	Iteration 16Q: 3 clusters Score -4583218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 36077 members 
Entering Unmasked Estep 
Score: -4583242.500000 Penalty: 5207.938477
	Iteration 17Q: 3 clusters Score -4583242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 36081 members 
Entering Unmasked Estep 
Score: -4583256.500000 Penalty: 5207.938477
	Iteration 18Q: 3 clusters Score -4583256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 36089 members 
Entering Unmasked Estep 
Score: -4583269.500000 Penalty: 5207.938477
	Iteration 19Q: 3 clusters Score -4583270 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -4583281.000000 Penalty: 5207.938477
	Iteration 20F: 3 clusters Score -4583281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 36096 members 
Entering Unmasked Estep 
Score: -4583288.000000 Penalty: 5207.938477
	Iteration 21Q: 3 clusters Score -4583288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -4583289.500000 Penalty: 5207.938477
	Iteration 22Q: 3 clusters Score -4583290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -4583289.500000 Penalty: 5207.938477
	Iteration 23F: 3 clusters Score -4583290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Entering Unmasked Estep 
Score: -770023.312500 Penalty: 2161.334961
	Iteration 0F: 2 clusters Score -770023.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -764750.875000 Penalty: 4322.669922
	Iteration 0F: 3 clusters Score -764750.9 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -766061.500000 Penalty: 4322.669922
	Iteration 1F: 3 clusters Score -766061.5 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -766274.562500 Penalty: 4322.669922
	Iteration 2F: 3 clusters Score -766274.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -766410.125000 Penalty: 4322.669922
	Iteration 3Q: 3 clusters Score -766410.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -766508.437500 Penalty: 4322.669922
	Iteration 4Q: 3 clusters Score -766508.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -766587.937500 Penalty: 4322.669922
	Iteration 5Q: 3 clusters Score -766587.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -766651.875000 Penalty: 4322.669922
	Iteration 6Q: 3 clusters Score -766651.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -766703.062500 Penalty: 4322.669922
	Iteration 7Q: 3 clusters Score -766703.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -766751.437500 Penalty: 4322.669922
	Iteration 8Q: 3 clusters Score -766751.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -766803.000000 Penalty: 4322.669922
	Iteration 9Q: 3 clusters Score -766803 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -766855.250000 Penalty: 4322.669922
	Iteration 10Q: 3 clusters Score -766855.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -766906.437500 Penalty: 4322.669922
	Iteration 11Q: 3 clusters Score -766906.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -766966.062500 Penalty: 4322.669922
	Iteration 12Q: 3 clusters Score -766966.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -767029.875000 Penalty: 4322.669922
	Iteration 13Q: 3 clusters Score -767029.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -767074.562500 Penalty: 4322.669922
	Iteration 14Q: 3 clusters Score -767074.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -767126.187500 Penalty: 4322.669922
	Iteration 15Q: 3 clusters Score -767126.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -767186.437500 Penalty: 4322.669922
	Iteration 16Q: 3 clusters Score -767186.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -767237.312500 Penalty: 4322.669922
	Iteration 17Q: 3 clusters Score -767237.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -767300.687500 Penalty: 4322.669922
	Iteration 18Q: 3 clusters Score -767300.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -767382.375000 Penalty: 4322.669922
	Iteration 19Q: 3 clusters Score -767382.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -767454.687500 Penalty: 4322.669922
	Iteration 20F: 3 clusters Score -767454.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -767556.187500 Penalty: 4322.669922
	Iteration 21Q: 3 clusters Score -767556.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -767661.937500 Penalty: 4322.669922
	Iteration 22Q: 3 clusters Score -767661.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -767748.250000 Penalty: 4322.669922
	Iteration 23Q: 3 clusters Score -767748.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -767838.125000 Penalty: 4322.669922
	Iteration 24Q: 3 clusters Score -767838.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -767924.937500 Penalty: 4322.669922
	Iteration 25Q: 3 clusters Score -767924.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -767995.312500 Penalty: 4322.669922
	Iteration 26Q: 3 clusters Score -767995.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -768041.687500 Penalty: 4322.669922
	Iteration 27Q: 3 clusters Score -768041.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -768072.187500 Penalty: 4322.669922
	Iteration 28Q: 3 clusters Score -768072.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -768090.812500 Penalty: 4322.669922
	Iteration 29Q: 3 clusters Score -768090.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -768115.937500 Penalty: 4322.669922
	Iteration 30Q: 3 clusters Score -768115.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -768134.875000 Penalty: 4322.669922
	Iteration 31Q: 3 clusters Score -768134.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -768141.750000 Penalty: 4322.669922
	Iteration 32Q: 3 clusters Score -768141.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -768152.687500 Penalty: 4322.669922
	Iteration 33Q: 3 clusters Score -768152.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -768157.000000 Penalty: 4322.669922
	Iteration 34Q: 3 clusters Score -768157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -768163.687500 Penalty: 4322.669922
	Iteration 35Q: 3 clusters Score -768163.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -768165.937500 Penalty: 4322.669922
	Iteration 36Q: 3 clusters Score -768165.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -768167.375000 Penalty: 4322.669922
	Iteration 37Q: 3 clusters Score -768167.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -768168.437500 Penalty: 4322.669922
	Iteration 38Q: 3 clusters Score -768168.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -768168.875000 Penalty: 4322.669922
	Iteration 39Q: 3 clusters Score -768168.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -768168.875000 Penalty: 4322.669922
	Iteration 40F: 3 clusters Score -768168.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Entering Unmasked Estep 
Score: -368296.062500 Penalty: 1984.003540
	Iteration 0F: 2 clusters Score -368296.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -365110.687500 Penalty: 3968.007080
	Iteration 0F: 3 clusters Score -365110.7 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -365732.875000 Penalty: 3968.007080
	Iteration 1F: 3 clusters Score -365732.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -365876.812500 Penalty: 3968.007080
	Iteration 2F: 3 clusters Score -365876.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -365947.281250 Penalty: 3968.007080
	Iteration 3Q: 3 clusters Score -365947.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -366003.187500 Penalty: 3968.007080
	Iteration 4Q: 3 clusters Score -366003.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -366033.218750 Penalty: 3968.007080
	Iteration 5Q: 3 clusters Score -366033.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -366053.687500 Penalty: 3968.007080
	Iteration 6Q: 3 clusters Score -366053.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -366068.906250 Penalty: 3968.007080
	Iteration 7Q: 3 clusters Score -366068.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -366081.406250 Penalty: 3968.007080
	Iteration 8Q: 3 clusters Score -366081.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -366095.375000 Penalty: 3968.007080
	Iteration 9Q: 3 clusters Score -366095.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -366106.937500 Penalty: 3968.007080
	Iteration 10Q: 3 clusters Score -366106.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -366116.437500 Penalty: 3968.007080
	Iteration 11Q: 3 clusters Score -366116.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -366127.250000 Penalty: 3968.007080
	Iteration 12Q: 3 clusters Score -366127.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -366135.500000 Penalty: 3968.007080
	Iteration 13Q: 3 clusters Score -366135.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -366137.906250 Penalty: 3968.007080
	Iteration 14Q: 3 clusters Score -366137.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -366141.750000 Penalty: 3968.007080
	Iteration 15Q: 3 clusters Score -366141.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -366144.718750 Penalty: 3968.007080
	Iteration 16Q: 3 clusters Score -366144.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -366148.250000 Penalty: 3968.007080
	Iteration 17Q: 3 clusters Score -366148.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -366150.406250 Penalty: 3968.007080
	Iteration 18Q: 3 clusters Score -366150.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -366152.000000 Penalty: 3968.007080
	Iteration 19Q: 3 clusters Score -366152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -366152.250000 Penalty: 3968.007080
	Iteration 20F: 3 clusters Score -366152.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (31146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31146 members 
Entering Unmasked Estep 
Score: -3952517.500000 Penalty: 2565.917480
	Iteration 0F: 2 clusters Score -3952518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -3931238.750000 Penalty: 5131.834961
	Iteration 0F: 3 clusters Score -3931239 nChanged 14081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -3938976.500000 Penalty: 5131.834961
	Iteration 1F: 3 clusters Score -3938976 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -3939502.750000 Penalty: 5131.834961
	Iteration 2Q: 3 clusters Score -3939503 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -3939948.500000 Penalty: 5131.834961
	Iteration 3Q: 3 clusters Score -3939948 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -3940361.500000 Penalty: 5131.834961
	Iteration 4Q: 3 clusters Score -3940362 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -3940698.000000 Penalty: 5131.834961
	Iteration 5Q: 3 clusters Score -3940698 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -3940993.250000 Penalty: 5131.834961
	Iteration 6Q: 3 clusters Score -3940993 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -3941269.500000 Penalty: 5131.834961
	Iteration 7Q: 3 clusters Score -3941270 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -3941486.250000 Penalty: 5131.834961
	Iteration 8Q: 3 clusters Score -3941486 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -3941664.500000 Penalty: 5131.834961
	Iteration 9Q: 3 clusters Score -3941664 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -3941886.500000 Penalty: 5131.834961
	Iteration 10Q: 3 clusters Score -3941886 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -3942125.500000 Penalty: 5131.834961
	Iteration 11Q: 3 clusters Score -3942126 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -3942399.500000 Penalty: 5131.834961
	Iteration 12Q: 3 clusters Score -3942400 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -3942715.250000 Penalty: 5131.834961
	Iteration 13Q: 3 clusters Score -3942715 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -3943211.750000 Penalty: 5131.834961
	Iteration 14Q: 3 clusters Score -3943212 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -3943816.250000 Penalty: 5131.834961
	Iteration 15Q: 3 clusters Score -3943816 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -3944659.000000 Penalty: 5131.834961
	Iteration 16Q: 3 clusters Score -3944659 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -3945635.750000 Penalty: 5131.834961
	Iteration 17Q: 3 clusters Score -3945636 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -3946711.750000 Penalty: 5131.834961
	Iteration 18Q: 3 clusters Score -3946712 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -3947729.000000 Penalty: 5131.834961
	Iteration 19Q: 3 clusters Score -3947729 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 28665 members 
Entering Unmasked Estep 
Score: -3948639.500000 Penalty: 5131.834961
	Iteration 20F: 3 clusters Score -3948640 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 29440 members 
Entering Unmasked Estep 
Score: -3949254.000000 Penalty: 5131.834961
	Iteration 21Q: 3 clusters Score -3949254 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 29915 members 
Entering Unmasked Estep 
Score: -3949619.750000 Penalty: 5131.834961
	Iteration 22Q: 3 clusters Score -3949620 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 30220 members 
Entering Unmasked Estep 
Score: -3949868.250000 Penalty: 5131.834961
	Iteration 23Q: 3 clusters Score -3949868 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 30412 members 
Entering Unmasked Estep 
Score: -3950041.250000 Penalty: 5131.834961
	Iteration 24Q: 3 clusters Score -3950041 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 30536 members 
Entering Unmasked Estep 
Score: -3950144.500000 Penalty: 5131.834961
	Iteration 25Q: 3 clusters Score -3950144 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 30610 members 
Entering Unmasked Estep 
Score: -3950199.250000 Penalty: 5131.834961
	Iteration 26Q: 3 clusters Score -3950199 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -3950229.000000 Penalty: 5131.834961
	Iteration 27Q: 3 clusters Score -3950229 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 30669 members 
Entering Unmasked Estep 
Score: -3950255.250000 Penalty: 5131.834961
	Iteration 28Q: 3 clusters Score -3950255 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 30684 members 
Entering Unmasked Estep 
Score: -3950271.750000 Penalty: 5131.834961
	Iteration 29Q: 3 clusters Score -3950272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
Score: -3950272.500000 Penalty: 5131.834961
	Iteration 30Q: 3 clusters Score -3950272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 30707 members 
Entering Unmasked Estep 
Score: -3950284.250000 Penalty: 5131.834961
	Iteration 31Q: 3 clusters Score -3950284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -3950295.750000 Penalty: 5131.834961
	Iteration 32Q: 3 clusters Score -3950296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -3950311.000000 Penalty: 5131.834961
	Iteration 33Q: 3 clusters Score -3950311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -3950317.500000 Penalty: 5131.834961
	Iteration 34Q: 3 clusters Score -3950318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -3950315.250000 Penalty: 5131.834961
	Iteration 35Q: 3 clusters Score -3950315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 30739 members 
Entering Unmasked Estep 
Score: -3950320.250000 Penalty: 5131.834961
	Iteration 36Q: 3 clusters Score -3950320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 30744 members 
Entering Unmasked Estep 
Score: -3950329.750000 Penalty: 5131.834961
	Iteration 37Q: 3 clusters Score -3950330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -3950326.500000 Penalty: 5131.834961
	Iteration 38Q: 3 clusters Score -3950326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -3950326.250000 Penalty: 5131.834961
	Iteration 39Q: 3 clusters Score -3950326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -3950329.000000 Penalty: 5131.834961
	Iteration 40F: 3 clusters Score -3950329 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 30751 members 
Entering Unmasked Estep 
Score: -3950333.250000 Penalty: 5131.834961
	Iteration 41Q: 3 clusters Score -3950333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 30754 members 
Entering Unmasked Estep 
Score: -3950330.000000 Penalty: 5131.834961
	Iteration 42Q: 3 clusters Score -3950330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
Score: -3950330.250000 Penalty: 5131.834961
	Iteration 43Q: 3 clusters Score -3950330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -3950339.750000 Penalty: 5131.834961
	Iteration 44Q: 3 clusters Score -3950340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 30758 members 
Entering Unmasked Estep 
Score: -3950347.000000 Penalty: 5131.834961
	Iteration 45Q: 3 clusters Score -3950347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -3950349.500000 Penalty: 5131.834961
	Iteration 46Q: 3 clusters Score -3950350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -3950347.500000 Penalty: 5131.834961
	Iteration 47Q: 3 clusters Score -3950348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -3950347.500000 Penalty: 5131.834961
	Iteration 48F: 3 clusters Score -3950348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (32713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Entering Unmasked Estep 
Score: -4106880.250000 Penalty: 2578.090820
	Iteration 0F: 2 clusters Score -4106880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -4084495.750000 Penalty: 5156.181641
	Iteration 0F: 3 clusters Score -4084496 nChanged 14871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -4092624.500000 Penalty: 5156.181641
	Iteration 1F: 3 clusters Score -4092624 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -4093046.750000 Penalty: 5156.181641
	Iteration 2Q: 3 clusters Score -4093047 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15126 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -4093430.750000 Penalty: 5156.181641
	Iteration 3Q: 3 clusters Score -4093431 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -4093879.500000 Penalty: 5156.181641
	Iteration 4Q: 3 clusters Score -4093880 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -4094374.500000 Penalty: 5156.181641
	Iteration 5Q: 3 clusters Score -4094374 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -4095051.750000 Penalty: 5156.181641
	Iteration 6Q: 3 clusters Score -4095052 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -4096096.500000 Penalty: 5156.181641
	Iteration 7F: 3 clusters Score -4096096 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -4097567.250000 Penalty: 5156.181641
	Iteration 8F: 3 clusters Score -4097567 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -4099401.750000 Penalty: 5156.181641
	Iteration 9F: 3 clusters Score -4099402 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -4101241.000000 Penalty: 5156.181641
	Iteration 10F: 3 clusters Score -4101241 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 29424 members 
Entering Unmasked Estep 
Score: -4102745.000000 Penalty: 5156.181641
	Iteration 11F: 3 clusters Score -4102745 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 30512 members 
Entering Unmasked Estep 
Score: -4103733.750000 Penalty: 5156.181641
	Iteration 12Q: 3 clusters Score -4103734 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -4104297.000000 Penalty: 5156.181641
	Iteration 13Q: 3 clusters Score -4104297 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 31457 members 
Entering Unmasked Estep 
Score: -4104647.250000 Penalty: 5156.181641
	Iteration 14Q: 3 clusters Score -4104647 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 31632 members 
Entering Unmasked Estep 
Score: -4104792.250000 Penalty: 5156.181641
	Iteration 15Q: 3 clusters Score -4104792 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 31725 members 
Entering Unmasked Estep 
Score: -4104877.500000 Penalty: 5156.181641
	Iteration 16Q: 3 clusters Score -4104878 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -4104929.000000 Penalty: 5156.181641
	Iteration 17Q: 3 clusters Score -4104929 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 31832 members 
Entering Unmasked Estep 
Score: -4104971.250000 Penalty: 5156.181641
	Iteration 18Q: 3 clusters Score -4104971 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 31878 members 
Entering Unmasked Estep 
Score: -4105005.000000 Penalty: 5156.181641
	Iteration 19Q: 3 clusters Score -4105005 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 31901 members 
Entering Unmasked Estep 
Score: -4105024.000000 Penalty: 5156.181641
	Iteration 20F: 3 clusters Score -4105024 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 31912 members 
Entering Unmasked Estep 
Score: -4105030.500000 Penalty: 5156.181641
	Iteration 21Q: 3 clusters Score -4105030 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 31923 members 
Entering Unmasked Estep 
Score: -4105038.750000 Penalty: 5156.181641
	Iteration 22Q: 3 clusters Score -4105039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 31929 members 
Entering Unmasked Estep 
Score: -4105042.000000 Penalty: 5156.181641
	Iteration 23Q: 3 clusters Score -4105042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 31932 members 
Entering Unmasked Estep 
Score: -4105041.250000 Penalty: 5156.181641
	Iteration 24Q: 3 clusters Score -4105041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -4105039.750000 Penalty: 5156.181641
	Iteration 25Q: 3 clusters Score -4105040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 31938 members 
Entering Unmasked Estep 
Score: -4105041.000000 Penalty: 5156.181641
	Iteration 26Q: 3 clusters Score -4105041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 31939 members 
Entering Unmasked Estep 
Score: -4105043.500000 Penalty: 5156.181641
	Iteration 27Q: 3 clusters Score -4105044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 31939 members 
Entering Unmasked Estep 
Score: -4105043.500000 Penalty: 5156.181641
	Iteration 28F: 3 clusters Score -4105044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Entering Unmasked Estep 
Score: -831830.187500 Penalty: 2179.797852
	Iteration 0F: 2 clusters Score -831830.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -826321.312500 Penalty: 4359.595703
	Iteration 0F: 3 clusters Score -826321.3 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -827771.000000 Penalty: 4359.595703
	Iteration 1F: 3 clusters Score -827771 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -828019.875000 Penalty: 4359.595703
	Iteration 2F: 3 clusters Score -828019.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -828171.625000 Penalty: 4359.595703
	Iteration 3F: 3 clusters Score -828171.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -828285.437500 Penalty: 4359.595703
	Iteration 4Q: 3 clusters Score -828285.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -828355.562500 Penalty: 4359.595703
	Iteration 5Q: 3 clusters Score -828355.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -828417.812500 Penalty: 4359.595703
	Iteration 6Q: 3 clusters Score -828417.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -828470.437500 Penalty: 4359.595703
	Iteration 7Q: 3 clusters Score -828470.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -828518.625000 Penalty: 4359.595703
	Iteration 8Q: 3 clusters Score -828518.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -828562.750000 Penalty: 4359.595703
	Iteration 9Q: 3 clusters Score -828562.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -828606.062500 Penalty: 4359.595703
	Iteration 10Q: 3 clusters Score -828606.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -828649.375000 Penalty: 4359.595703
	Iteration 11Q: 3 clusters Score -828649.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -828682.312500 Penalty: 4359.595703
	Iteration 12Q: 3 clusters Score -828682.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -828718.250000 Penalty: 4359.595703
	Iteration 13Q: 3 clusters Score -828718.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -828750.562500 Penalty: 4359.595703
	Iteration 14Q: 3 clusters Score -828750.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -828788.000000 Penalty: 4359.595703
	Iteration 15Q: 3 clusters Score -828788 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -828831.375000 Penalty: 4359.595703
	Iteration 16Q: 3 clusters Score -828831.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -828872.562500 Penalty: 4359.595703
	Iteration 17Q: 3 clusters Score -828872.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -828923.125000 Penalty: 4359.595703
	Iteration 18Q: 3 clusters Score -828923.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -828975.125000 Penalty: 4359.595703
	Iteration 19Q: 3 clusters Score -828975.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -829036.000000 Penalty: 4359.595703
	Iteration 20F: 3 clusters Score -829036 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -829117.062500 Penalty: 4359.595703
	Iteration 21Q: 3 clusters Score -829117.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -829203.750000 Penalty: 4359.595703
	Iteration 22Q: 3 clusters Score -829203.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -829293.687500 Penalty: 4359.595703
	Iteration 23Q: 3 clusters Score -829293.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -829386.625000 Penalty: 4359.595703
	Iteration 24Q: 3 clusters Score -829386.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -829460.437500 Penalty: 4359.595703
	Iteration 25Q: 3 clusters Score -829460.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -829537.625000 Penalty: 4359.595703
	Iteration 26Q: 3 clusters Score -829537.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -829610.375000 Penalty: 4359.595703
	Iteration 27Q: 3 clusters Score -829610.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -829665.375000 Penalty: 4359.595703
	Iteration 28Q: 3 clusters Score -829665.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -829724.125000 Penalty: 4359.595703
	Iteration 29Q: 3 clusters Score -829724.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -829783.187500 Penalty: 4359.595703
	Iteration 30Q: 3 clusters Score -829783.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -829825.687500 Penalty: 4359.595703
	Iteration 31Q: 3 clusters Score -829825.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -829854.062500 Penalty: 4359.595703
	Iteration 32Q: 3 clusters Score -829854.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -829888.375000 Penalty: 4359.595703
	Iteration 33Q: 3 clusters Score -829888.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -829916.437500 Penalty: 4359.595703
	Iteration 34Q: 3 clusters Score -829916.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -829930.437500 Penalty: 4359.595703
	Iteration 35Q: 3 clusters Score -829930.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -829936.875000 Penalty: 4359.595703
	Iteration 36Q: 3 clusters Score -829936.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -829936.875000 Penalty: 4359.595703
	Iteration 37Q: 3 clusters Score -829936.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -829941.187500 Penalty: 4359.595703
	Iteration 38Q: 3 clusters Score -829941.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -829943.062500 Penalty: 4359.595703
	Iteration 39Q: 3 clusters Score -829943.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -829943.062500 Penalty: 4359.595703
	Iteration 40F: 3 clusters Score -829943.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (100891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100891 members 
Entering Unmasked Estep 
Score: -12676805.000000 Penalty: 2857.405518
	Iteration 0F: 2 clusters Score -1.26768e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50577 members 
Mstep: Class 2 contains 50314 members 
Entering Unmasked Estep 
Score: -12609432.000000 Penalty: 5714.811035
	Iteration 0F: 3 clusters Score -1.260943e+07 nChanged 47671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51304 members 
Mstep: Class 2 contains 49587 members 
Entering Unmasked Estep 
Score: -12636823.000000 Penalty: 5714.811035
	Iteration 1F: 3 clusters Score -1.263682e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51735 members 
Mstep: Class 2 contains 49156 members 
Entering Unmasked Estep 
Score: -12637875.000000 Penalty: 5714.811035
	Iteration 2Q: 3 clusters Score -1.263788e+07 nChanged 3871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52388 members 
Mstep: Class 2 contains 48503 members 
Entering Unmasked Estep 
Score: -12639308.000000 Penalty: 5714.811035
	Iteration 3Q: 3 clusters Score -1.263931e+07 nChanged 4175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53067 members 
Mstep: Class 2 contains 47824 members 
Entering Unmasked Estep 
Score: -12641070.000000 Penalty: 5714.811035
	Iteration 4Q: 3 clusters Score -1.264107e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53715 members 
Mstep: Class 2 contains 47176 members 
Entering Unmasked Estep 
Score: -12643173.000000 Penalty: 5714.811035
	Iteration 5Q: 3 clusters Score -1.264317e+07 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54275 members 
Mstep: Class 2 contains 46616 members 
Entering Unmasked Estep 
Score: -12645655.000000 Penalty: 5714.811035
	Iteration 6Q: 3 clusters Score -1.264566e+07 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54545 members 
Mstep: Class 2 contains 46346 members 
Entering Unmasked Estep 
Score: -12648794.000000 Penalty: 5714.811035
	Iteration 7F: 3 clusters Score -1.264879e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54415 members 
Mstep: Class 2 contains 46476 members 
Entering Unmasked Estep 
Score: -12652406.000000 Penalty: 5714.811035
	Iteration 8F: 3 clusters Score -1.265241e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53839 members 
Mstep: Class 2 contains 47052 members 
Entering Unmasked Estep 
Score: -12656304.000000 Penalty: 5714.811035
	Iteration 9F: 3 clusters Score -1.26563e+07 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53040 members 
Mstep: Class 2 contains 47851 members 
Entering Unmasked Estep 
Score: -12659314.000000 Penalty: 5714.811035
	Iteration 10F: 3 clusters Score -1.265931e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52222 members 
Mstep: Class 2 contains 48669 members 
Entering Unmasked Estep 
Score: -12660976.000000 Penalty: 5714.811035
	Iteration 11Q: 3 clusters Score -1.266098e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51490 members 
Mstep: Class 2 contains 49401 members 
Entering Unmasked Estep 
Score: -12661829.000000 Penalty: 5714.811035
	Iteration 12Q: 3 clusters Score -1.266183e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50745 members 
Mstep: Class 2 contains 50146 members 
Entering Unmasked Estep 
Score: -12662249.000000 Penalty: 5714.811035
	Iteration 13Q: 3 clusters Score -1.266225e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49992 members 
Mstep: Class 2 contains 50899 members 
Entering Unmasked Estep 
Score: -12662444.000000 Penalty: 5714.811035
	Iteration 14Q: 3 clusters Score -1.266244e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49226 members 
Mstep: Class 2 contains 51665 members 
Entering Unmasked Estep 
Score: -12662617.000000 Penalty: 5714.811035
	Iteration 15Q: 3 clusters Score -1.266262e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48385 members 
Mstep: Class 2 contains 52506 members 
Entering Unmasked Estep 
Score: -12662835.000000 Penalty: 5714.811035
	Iteration 16Q: 3 clusters Score -1.266284e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47492 members 
Mstep: Class 2 contains 53399 members 
Entering Unmasked Estep 
Score: -12663017.000000 Penalty: 5714.811035
	Iteration 17Q: 3 clusters Score -1.266302e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46567 members 
Mstep: Class 2 contains 54324 members 
Entering Unmasked Estep 
Score: -12663237.000000 Penalty: 5714.811035
	Iteration 18Q: 3 clusters Score -1.266324e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45585 members 
Mstep: Class 2 contains 55306 members 
Entering Unmasked Estep 
Score: -12663416.000000 Penalty: 5714.811035
	Iteration 19Q: 3 clusters Score -1.266342e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44542 members 
Mstep: Class 2 contains 56349 members 
Entering Unmasked Estep 
Score: -12663713.000000 Penalty: 5714.811035
	Iteration 20F: 3 clusters Score -1.266371e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 57448 members 
Entering Unmasked Estep 
Score: -12663925.000000 Penalty: 5714.811035
	Iteration 21Q: 3 clusters Score -1.266392e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42283 members 
Mstep: Class 2 contains 58608 members 
Entering Unmasked Estep 
Score: -12664175.000000 Penalty: 5714.811035
	Iteration 22Q: 3 clusters Score -1.266418e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41072 members 
Mstep: Class 2 contains 59819 members 
Entering Unmasked Estep 
Score: -12664497.000000 Penalty: 5714.811035
	Iteration 23Q: 3 clusters Score -1.26645e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39823 members 
Mstep: Class 2 contains 61068 members 
Entering Unmasked Estep 
Score: -12664803.000000 Penalty: 5714.811035
	Iteration 24Q: 3 clusters Score -1.26648e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38541 members 
Mstep: Class 2 contains 62350 members 
Entering Unmasked Estep 
Score: -12665120.000000 Penalty: 5714.811035
	Iteration 25Q: 3 clusters Score -1.266512e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 63657 members 
Entering Unmasked Estep 
Score: -12665348.000000 Penalty: 5714.811035
	Iteration 26Q: 3 clusters Score -1.266535e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 64964 members 
Entering Unmasked Estep 
Score: -12665617.000000 Penalty: 5714.811035
	Iteration 27Q: 3 clusters Score -1.266562e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34581 members 
Mstep: Class 2 contains 66310 members 
Entering Unmasked Estep 
Score: -12665906.000000 Penalty: 5714.811035
	Iteration 28Q: 3 clusters Score -1.266591e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33242 members 
Mstep: Class 2 contains 67649 members 
Entering Unmasked Estep 
Score: -12666274.000000 Penalty: 5714.811035
	Iteration 29Q: 3 clusters Score -1.266627e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 69058 members 
Entering Unmasked Estep 
Score: -12666590.000000 Penalty: 5714.811035
	Iteration 30Q: 3 clusters Score -1.266659e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30428 members 
Mstep: Class 2 contains 70463 members 
Entering Unmasked Estep 
Score: -12666927.000000 Penalty: 5714.811035
	Iteration 31Q: 3 clusters Score -1.266693e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 71841 members 
Entering Unmasked Estep 
Score: -12667264.000000 Penalty: 5714.811035
	Iteration 32Q: 3 clusters Score -1.266726e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 73215 members 
Entering Unmasked Estep 
Score: -12667585.000000 Penalty: 5714.811035
	Iteration 33Q: 3 clusters Score -1.266758e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 74601 members 
Entering Unmasked Estep 
Score: -12667946.000000 Penalty: 5714.811035
	Iteration 34Q: 3 clusters Score -1.266795e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 75958 members 
Entering Unmasked Estep 
Score: -12668330.000000 Penalty: 5714.811035
	Iteration 35Q: 3 clusters Score -1.266833e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 77265 members 
Entering Unmasked Estep 
Score: -12668665.000000 Penalty: 5714.811035
	Iteration 36Q: 3 clusters Score -1.266866e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 78552 members 
Entering Unmasked Estep 
Score: -12669060.000000 Penalty: 5714.811035
	Iteration 37Q: 3 clusters Score -1.266906e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 79746 members 
Entering Unmasked Estep 
Score: -12669414.000000 Penalty: 5714.811035
	Iteration 38Q: 3 clusters Score -1.266941e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 80914 members 
Entering Unmasked Estep 
Score: -12669743.000000 Penalty: 5714.811035
	Iteration 39Q: 3 clusters Score -1.266974e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 82001 members 
Entering Unmasked Estep 
Score: -12670054.000000 Penalty: 5714.811035
	Iteration 40F: 3 clusters Score -1.267005e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 83062 members 
Entering Unmasked Estep 
Score: -12670312.000000 Penalty: 5714.811035
	Iteration 41Q: 3 clusters Score -1.267031e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 84105 members 
Entering Unmasked Estep 
Score: -12670527.000000 Penalty: 5714.811035
	Iteration 42Q: 3 clusters Score -1.267053e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 85088 members 
Entering Unmasked Estep 
Score: -12670757.000000 Penalty: 5714.811035
	Iteration 43Q: 3 clusters Score -1.267076e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 86043 members 
Entering Unmasked Estep 
Score: -12671025.000000 Penalty: 5714.811035
	Iteration 44Q: 3 clusters Score -1.267102e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 86900 members 
Entering Unmasked Estep 
Score: -12671220.000000 Penalty: 5714.811035
	Iteration 45Q: 3 clusters Score -1.267122e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 87723 members 
Entering Unmasked Estep 
Score: -12671389.000000 Penalty: 5714.811035
	Iteration 46Q: 3 clusters Score -1.267139e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 88520 members 
Entering Unmasked Estep 
Score: -12671634.000000 Penalty: 5714.811035
	Iteration 47Q: 3 clusters Score -1.267163e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 89246 members 
Entering Unmasked Estep 
Score: -12671789.000000 Penalty: 5714.811035
	Iteration 48Q: 3 clusters Score -1.267179e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 89945 members 
Entering Unmasked Estep 
Score: -12671943.000000 Penalty: 5714.811035
	Iteration 49Q: 3 clusters Score -1.267194e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 90605 members 
Entering Unmasked Estep 
Score: -12672111.000000 Penalty: 5714.811035
	Iteration 50Q: 3 clusters Score -1.267211e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 91223 members 
Entering Unmasked Estep 
Score: -12672245.000000 Penalty: 5714.811035
	Iteration 51Q: 3 clusters Score -1.267224e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 91824 members 
Entering Unmasked Estep 
Score: -12672411.000000 Penalty: 5714.811035
	Iteration 52Q: 3 clusters Score -1.267241e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 92354 members 
Entering Unmasked Estep 
Score: -12672566.000000 Penalty: 5714.811035
	Iteration 53Q: 3 clusters Score -1.267257e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 92894 members 
Entering Unmasked Estep 
Score: -12672744.000000 Penalty: 5714.811035
	Iteration 54Q: 3 clusters Score -1.267274e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 93365 members 
Entering Unmasked Estep 
Score: -12672877.000000 Penalty: 5714.811035
	Iteration 55Q: 3 clusters Score -1.267288e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 93802 members 
Entering Unmasked Estep 
Score: -12672948.000000 Penalty: 5714.811035
	Iteration 56Q: 3 clusters Score -1.267295e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 94193 members 
Entering Unmasked Estep 
Score: -12673062.000000 Penalty: 5714.811035
	Iteration 57Q: 3 clusters Score -1.267306e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 94566 members 
Entering Unmasked Estep 
Score: -12673188.000000 Penalty: 5714.811035
	Iteration 58Q: 3 clusters Score -1.267319e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 94902 members 
Entering Unmasked Estep 
Score: -12673294.000000 Penalty: 5714.811035
	Iteration 59Q: 3 clusters Score -1.267329e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 95214 members 
Entering Unmasked Estep 
Score: -12673337.000000 Penalty: 5714.811035
	Iteration 60F: 3 clusters Score -1.267334e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 95494 members 
Entering Unmasked Estep 
Score: -12673421.000000 Penalty: 5714.811035
	Iteration 61Q: 3 clusters Score -1.267342e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 95771 members 
Entering Unmasked Estep 
Score: -12673483.000000 Penalty: 5714.811035
	Iteration 62Q: 3 clusters Score -1.267348e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 96019 members 
Entering Unmasked Estep 
Score: -12673536.000000 Penalty: 5714.811035
	Iteration 63Q: 3 clusters Score -1.267354e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 96238 members 
Entering Unmasked Estep 
Score: -12673586.000000 Penalty: 5714.811035
	Iteration 64Q: 3 clusters Score -1.267359e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 96451 members 
Entering Unmasked Estep 
Score: -12673656.000000 Penalty: 5714.811035
	Iteration 65Q: 3 clusters Score -1.267366e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 96642 members 
Entering Unmasked Estep 
Score: -12673721.000000 Penalty: 5714.811035
	Iteration 66Q: 3 clusters Score -1.267372e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 96839 members 
Entering Unmasked Estep 
Score: -12673764.000000 Penalty: 5714.811035
	Iteration 67Q: 3 clusters Score -1.267376e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 97005 members 
Entering Unmasked Estep 
Score: -12673786.000000 Penalty: 5714.811035
	Iteration 68Q: 3 clusters Score -1.267379e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 97133 members 
Entering Unmasked Estep 
Score: -12673795.000000 Penalty: 5714.811035
	Iteration 69Q: 3 clusters Score -1.26738e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 97263 members 
Entering Unmasked Estep 
Score: -12673816.000000 Penalty: 5714.811035
	Iteration 70Q: 3 clusters Score -1.267382e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 97382 members 
Entering Unmasked Estep 
Score: -12673863.000000 Penalty: 5714.811035
	Iteration 71Q: 3 clusters Score -1.267386e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 97486 members 
Entering Unmasked Estep 
Score: -12673894.000000 Penalty: 5714.811035
	Iteration 72Q: 3 clusters Score -1.267389e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 97564 members 
Entering Unmasked Estep 
Score: -12673900.000000 Penalty: 5714.811035
	Iteration 73Q: 3 clusters Score -1.26739e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 97647 members 
Entering Unmasked Estep 
Score: -12673939.000000 Penalty: 5714.811035
	Iteration 74Q: 3 clusters Score -1.267394e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 97719 members 
Entering Unmasked Estep 
Score: -12673952.000000 Penalty: 5714.811035
	Iteration 75Q: 3 clusters Score -1.267395e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 97784 members 
Entering Unmasked Estep 
Score: -12673970.000000 Penalty: 5714.811035
	Iteration 76Q: 3 clusters Score -1.267397e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 97853 members 
Entering Unmasked Estep 
Score: -12673991.000000 Penalty: 5714.811035
	Iteration 77Q: 3 clusters Score -1.267399e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 97916 members 
Entering Unmasked Estep 
Score: -12674014.000000 Penalty: 5714.811035
	Iteration 78Q: 3 clusters Score -1.267401e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 97979 members 
Entering Unmasked Estep 
Score: -12674036.000000 Penalty: 5714.811035
	Iteration 79Q: 3 clusters Score -1.267404e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 98043 members 
Entering Unmasked Estep 
Score: -12674045.000000 Penalty: 5714.811035
	Iteration 80F: 3 clusters Score -1.267404e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 98099 members 
Entering Unmasked Estep 
Score: -12674051.000000 Penalty: 5714.811035
	Iteration 81Q: 3 clusters Score -1.267405e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 98146 members 
Entering Unmasked Estep 
Score: -12674063.000000 Penalty: 5714.811035
	Iteration 82Q: 3 clusters Score -1.267406e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 98197 members 
Entering Unmasked Estep 
Score: -12674101.000000 Penalty: 5714.811035
	Iteration 83Q: 3 clusters Score -1.26741e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 98251 members 
Entering Unmasked Estep 
Score: -12674109.000000 Penalty: 5714.811035
	Iteration 84Q: 3 clusters Score -1.267411e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 98297 members 
Entering Unmasked Estep 
Score: -12674120.000000 Penalty: 5714.811035
	Iteration 85Q: 3 clusters Score -1.267412e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 98338 members 
Entering Unmasked Estep 
Score: -12674129.000000 Penalty: 5714.811035
	Iteration 86Q: 3 clusters Score -1.267413e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 98378 members 
Entering Unmasked Estep 
Score: -12674129.000000 Penalty: 5714.811035
	Iteration 87Q: 3 clusters Score -1.267413e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 98408 members 
Entering Unmasked Estep 
Score: -12674126.000000 Penalty: 5714.811035
	Iteration 88Q: 3 clusters Score -1.267413e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 98441 members 
Entering Unmasked Estep 
Score: -12674140.000000 Penalty: 5714.811035
	Iteration 89Q: 3 clusters Score -1.267414e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 98475 members 
Entering Unmasked Estep 
Score: -12674144.000000 Penalty: 5714.811035
	Iteration 90Q: 3 clusters Score -1.267414e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 98513 members 
Entering Unmasked Estep 
Score: -12674131.000000 Penalty: 5714.811035
	Iteration 91Q: 3 clusters Score -1.267413e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 98547 members 
Entering Unmasked Estep 
Score: -12674140.000000 Penalty: 5714.811035
	Iteration 92Q: 3 clusters Score -1.267414e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 98575 members 
Entering Unmasked Estep 
Score: -12674151.000000 Penalty: 5714.811035
	Iteration 93Q: 3 clusters Score -1.267415e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 98601 members 
Entering Unmasked Estep 
Score: -12674155.000000 Penalty: 5714.811035
	Iteration 94Q: 3 clusters Score -1.267416e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 98635 members 
Entering Unmasked Estep 
Score: -12674160.000000 Penalty: 5714.811035
	Iteration 95Q: 3 clusters Score -1.267416e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 98670 members 
Entering Unmasked Estep 
Score: -12674167.000000 Penalty: 5714.811035
	Iteration 96Q: 3 clusters Score -1.267417e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 98692 members 
Entering Unmasked Estep 
Score: -12674183.000000 Penalty: 5714.811035
	Iteration 97Q: 3 clusters Score -1.267418e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 98708 members 
Entering Unmasked Estep 
Score: -12674174.000000 Penalty: 5714.811035
	Iteration 98Q: 3 clusters Score -1.267417e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 98724 members 
Entering Unmasked Estep 
Score: -12674191.000000 Penalty: 5714.811035
	Iteration 99Q: 3 clusters Score -1.267419e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 98746 members 
Entering Unmasked Estep 
Score: -12674196.000000 Penalty: 5714.811035
	Iteration 100F: 3 clusters Score -1.26742e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 98757 members 
Entering Unmasked Estep 
Score: -12674195.000000 Penalty: 5714.811035
	Iteration 101Q: 3 clusters Score -1.26742e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 98774 members 
Entering Unmasked Estep 
Score: -12674203.000000 Penalty: 5714.811035
	Iteration 102Q: 3 clusters Score -1.26742e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 98783 members 
Entering Unmasked Estep 
Score: -12674204.000000 Penalty: 5714.811035
	Iteration 103Q: 3 clusters Score -1.26742e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 98795 members 
Entering Unmasked Estep 
Score: -12674212.000000 Penalty: 5714.811035
	Iteration 104Q: 3 clusters Score -1.267421e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 98805 members 
Entering Unmasked Estep 
Score: -12674207.000000 Penalty: 5714.811035
	Iteration 105Q: 3 clusters Score -1.267421e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 98813 members 
Entering Unmasked Estep 
Score: -12674215.000000 Penalty: 5714.811035
	Iteration 106Q: 3 clusters Score -1.267422e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 98820 members 
Entering Unmasked Estep 
Score: -12674224.000000 Penalty: 5714.811035
	Iteration 107Q: 3 clusters Score -1.267422e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 98833 members 
Entering Unmasked Estep 
Score: -12674228.000000 Penalty: 5714.811035
	Iteration 108Q: 3 clusters Score -1.267423e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 98843 members 
Entering Unmasked Estep 
Score: -12674227.000000 Penalty: 5714.811035
	Iteration 109Q: 3 clusters Score -1.267423e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 98852 members 
Entering Unmasked Estep 
Score: -12674239.000000 Penalty: 5714.811035
	Iteration 110Q: 3 clusters Score -1.267424e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 98860 members 
Entering Unmasked Estep 
Score: -12674236.000000 Penalty: 5714.811035
	Iteration 111Q: 3 clusters Score -1.267424e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 98870 members 
Entering Unmasked Estep 
Score: -12674239.000000 Penalty: 5714.811035
	Iteration 112Q: 3 clusters Score -1.267424e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 98884 members 
Entering Unmasked Estep 
Score: -12674238.000000 Penalty: 5714.811035
	Iteration 113Q: 3 clusters Score -1.267424e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 98894 members 
Entering Unmasked Estep 
Score: -12674233.000000 Penalty: 5714.811035
	Iteration 114Q: 3 clusters Score -1.267423e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 98905 members 
Entering Unmasked Estep 
Score: -12674247.000000 Penalty: 5714.811035
	Iteration 115Q: 3 clusters Score -1.267425e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 98909 members 
Entering Unmasked Estep 
Score: -12674251.000000 Penalty: 5714.811035
	Iteration 116Q: 3 clusters Score -1.267425e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 98912 members 
Entering Unmasked Estep 
Score: -12674241.000000 Penalty: 5714.811035
	Iteration 117Q: 3 clusters Score -1.267424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 98913 members 
Entering Unmasked Estep 
Score: -12674251.000000 Penalty: 5714.811035
	Iteration 118Q: 3 clusters Score -1.267425e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 98914 members 
Entering Unmasked Estep 
Score: -12674249.000000 Penalty: 5714.811035
	Iteration 119Q: 3 clusters Score -1.267425e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 98914 members 
Entering Unmasked Estep 
Score: -12674251.000000 Penalty: 5714.811035
	Iteration 120F: 3 clusters Score -1.267425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 98918 members 
Entering Unmasked Estep 
Score: -12674250.000000 Penalty: 5714.811035
	Iteration 121Q: 3 clusters Score -1.267425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 98922 members 
Entering Unmasked Estep 
Score: -12674256.000000 Penalty: 5714.811035
	Iteration 122Q: 3 clusters Score -1.267426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 98926 members 
Entering Unmasked Estep 
Score: -12674262.000000 Penalty: 5714.811035
	Iteration 123Q: 3 clusters Score -1.267426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 98929 members 
Entering Unmasked Estep 
Score: -12674256.000000 Penalty: 5714.811035
	Iteration 124Q: 3 clusters Score -1.267426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 98933 members 
Entering Unmasked Estep 
Score: -12674259.000000 Penalty: 5714.811035
	Iteration 125Q: 3 clusters Score -1.267426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 98934 members 
Entering Unmasked Estep 
Score: -12674260.000000 Penalty: 5714.811035
	Iteration 126Q: 3 clusters Score -1.267426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 98935 members 
Entering Unmasked Estep 
Score: -12674260.000000 Penalty: 5714.811035
	Iteration 127Q: 3 clusters Score -1.267426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 98938 members 
Entering Unmasked Estep 
Score: -12674265.000000 Penalty: 5714.811035
	Iteration 128Q: 3 clusters Score -1.267426e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 98941 members 
Entering Unmasked Estep 
Score: -12674255.000000 Penalty: 5714.811035
	Iteration 129Q: 3 clusters Score -1.267426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 98942 members 
Entering Unmasked Estep 
Score: -12674255.000000 Penalty: 5714.811035
	Iteration 130Q: 3 clusters Score -1.267426e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 98942 members 
Entering Unmasked Estep 
Score: -12674255.000000 Penalty: 5714.811035
	Iteration 131F: 3 clusters Score -1.267426e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Entering Unmasked Estep 
Score: -2284415.250000 Penalty: 2432.444336
	Iteration 0F: 2 clusters Score -2284415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -2271571.250000 Penalty: 4864.888672
	Iteration 0F: 3 clusters Score -2271571 nChanged 7873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -2275726.500000 Penalty: 4864.888672
	Iteration 1F: 3 clusters Score -2275726 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -2276177.250000 Penalty: 4864.888672
	Iteration 2F: 3 clusters Score -2276177 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -2276624.750000 Penalty: 4864.888672
	Iteration 3F: 3 clusters Score -2276625 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -2277126.000000 Penalty: 4864.888672
	Iteration 4F: 3 clusters Score -2277126 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -2277751.500000 Penalty: 4864.888672
	Iteration 5F: 3 clusters Score -2277752 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -2278580.750000 Penalty: 4864.888672
	Iteration 6F: 3 clusters Score -2278581 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -2279517.500000 Penalty: 4864.888672
	Iteration 7F: 3 clusters Score -2279518 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -2280444.000000 Penalty: 4864.888672
	Iteration 8F: 3 clusters Score -2280444 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -2281210.000000 Penalty: 4864.888672
	Iteration 9Q: 3 clusters Score -2281210 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -2281778.750000 Penalty: 4864.888672
	Iteration 10Q: 3 clusters Score -2281779 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 16264 members 
Entering Unmasked Estep 
Score: -2282164.000000 Penalty: 4864.888672
	Iteration 11Q: 3 clusters Score -2282164 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -2282328.750000 Penalty: 4864.888672
	Iteration 12Q: 3 clusters Score -2282329 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -2282435.750000 Penalty: 4864.888672
	Iteration 13Q: 3 clusters Score -2282436 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -2282499.750000 Penalty: 4864.888672
	Iteration 14Q: 3 clusters Score -2282500 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -2282527.250000 Penalty: 4864.888672
	Iteration 15Q: 3 clusters Score -2282527 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -2282550.750000 Penalty: 4864.888672
	Iteration 16Q: 3 clusters Score -2282551 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -2282565.750000 Penalty: 4864.888672
	Iteration 17Q: 3 clusters Score -2282566 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -2282580.000000 Penalty: 4864.888672
	Iteration 18Q: 3 clusters Score -2282580 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -2282585.500000 Penalty: 4864.888672
	Iteration 19Q: 3 clusters Score -2282586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -2282590.250000 Penalty: 4864.888672
	Iteration 20F: 3 clusters Score -2282590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -2282589.250000 Penalty: 4864.888672
	Iteration 21Q: 3 clusters Score -2282589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -2282588.000000 Penalty: 4864.888672
	Iteration 22Q: 3 clusters Score -2282588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -2282593.250000 Penalty: 4864.888672
	Iteration 23Q: 3 clusters Score -2282593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -2282599.250000 Penalty: 4864.888672
	Iteration 24Q: 3 clusters Score -2282599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -2282601.500000 Penalty: 4864.888672
	Iteration 25Q: 3 clusters Score -2282602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -2282603.250000 Penalty: 4864.888672
	Iteration 26Q: 3 clusters Score -2282603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -2282603.500000 Penalty: 4864.888672
	Iteration 27Q: 3 clusters Score -2282604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -2282603.500000 Penalty: 4864.888672
	Iteration 28Q: 3 clusters Score -2282604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -2282606.000000 Penalty: 4864.888672
	Iteration 29Q: 3 clusters Score -2282606 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -2282607.750000 Penalty: 4864.888672
	Iteration 30Q: 3 clusters Score -2282608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -2282608.000000 Penalty: 4864.888672
	Iteration 31Q: 3 clusters Score -2282608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -2282613.750000 Penalty: 4864.888672
	Iteration 32Q: 3 clusters Score -2282614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -2282612.750000 Penalty: 4864.888672
	Iteration 33Q: 3 clusters Score -2282613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -2282613.750000 Penalty: 4864.888672
	Iteration 34Q: 3 clusters Score -2282614 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -2282615.250000 Penalty: 4864.888672
	Iteration 35Q: 3 clusters Score -2282615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -2282614.750000 Penalty: 4864.888672
	Iteration 36Q: 3 clusters Score -2282615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -2282614.750000 Penalty: 4864.888672
	Iteration 37F: 3 clusters Score -2282615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Entering Unmasked Estep 
Score: -490471.375000 Penalty: 2069.496094
	Iteration 0F: 2 clusters Score -490471.4 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 2033 members 
Entering Unmasked Estep 
Score: -486526.656250 Penalty: 4138.992188
	Iteration 0F: 3 clusters Score -486526.7 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -487674.343750 Penalty: 4138.992188
	Iteration 1F: 3 clusters Score -487674.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -488043.406250 Penalty: 4138.992188
	Iteration 2F: 3 clusters Score -488043.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -488301.562500 Penalty: 4138.992188
	Iteration 3F: 3 clusters Score -488301.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -488463.625000 Penalty: 4138.992188
	Iteration 4F: 3 clusters Score -488463.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -488591.687500 Penalty: 4138.992188
	Iteration 5Q: 3 clusters Score -488591.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -488685.312500 Penalty: 4138.992188
	Iteration 6Q: 3 clusters Score -488685.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -488755.875000 Penalty: 4138.992188
	Iteration 7Q: 3 clusters Score -488755.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -488808.000000 Penalty: 4138.992188
	Iteration 8Q: 3 clusters Score -488808 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -488856.562500 Penalty: 4138.992188
	Iteration 9Q: 3 clusters Score -488856.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -488902.656250 Penalty: 4138.992188
	Iteration 10Q: 3 clusters Score -488902.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -488951.906250 Penalty: 4138.992188
	Iteration 11Q: 3 clusters Score -488951.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -488997.125000 Penalty: 4138.992188
	Iteration 12Q: 3 clusters Score -488997.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -489041.093750 Penalty: 4138.992188
	Iteration 13Q: 3 clusters Score -489041.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -489083.312500 Penalty: 4138.992188
	Iteration 14Q: 3 clusters Score -489083.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -489124.968750 Penalty: 4138.992188
	Iteration 15Q: 3 clusters Score -489125 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -489159.968750 Penalty: 4138.992188
	Iteration 16Q: 3 clusters Score -489160 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -489188.343750 Penalty: 4138.992188
	Iteration 17Q: 3 clusters Score -489188.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -489209.156250 Penalty: 4138.992188
	Iteration 18Q: 3 clusters Score -489209.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -489226.531250 Penalty: 4138.992188
	Iteration 19Q: 3 clusters Score -489226.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -489233.843750 Penalty: 4138.992188
	Iteration 20F: 3 clusters Score -489233.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -489238.468750 Penalty: 4138.992188
	Iteration 21Q: 3 clusters Score -489238.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -489244.718750 Penalty: 4138.992188
	Iteration 22Q: 3 clusters Score -489244.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -489250.625000 Penalty: 4138.992188
	Iteration 23Q: 3 clusters Score -489250.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -489254.250000 Penalty: 4138.992188
	Iteration 24Q: 3 clusters Score -489254.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -489259.312500 Penalty: 4138.992188
	Iteration 25Q: 3 clusters Score -489259.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -489260.625000 Penalty: 4138.992188
	Iteration 26Q: 3 clusters Score -489260.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -489264.062500 Penalty: 4138.992188
	Iteration 27Q: 3 clusters Score -489264.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -489266.375000 Penalty: 4138.992188
	Iteration 28Q: 3 clusters Score -489266.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -489270.437500 Penalty: 4138.992188
	Iteration 29Q: 3 clusters Score -489270.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -489286.343750 Penalty: 4138.992188
	Iteration 30Q: 3 clusters Score -489286.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -489312.375000 Penalty: 4138.992188
	Iteration 31Q: 3 clusters Score -489312.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -489327.281250 Penalty: 4138.992188
	Iteration 32Q: 3 clusters Score -489327.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -489334.875000 Penalty: 4138.992188
	Iteration 33Q: 3 clusters Score -489334.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -489338.125000 Penalty: 4138.992188
	Iteration 34Q: 3 clusters Score -489338.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -489340.500000 Penalty: 4138.992188
	Iteration 35Q: 3 clusters Score -489340.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -489340.968750 Penalty: 4138.992188
	Iteration 36Q: 3 clusters Score -489341 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -489340.875000 Penalty: 4138.992188
	Iteration 37Q: 3 clusters Score -489340.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -489340.875000 Penalty: 4138.992188
	Iteration 38F: 3 clusters Score -489340.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (220867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220867 members 
Entering Unmasked Estep 
Score: -27442038.000000 Penalty: 3051.718262
	Iteration 0F: 2 clusters Score -2.744204e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110754 members 
Mstep: Class 2 contains 110113 members 
Entering Unmasked Estep 
Score: -27299240.000000 Penalty: 6103.436523
	Iteration 0F: 3 clusters Score -2.729924e+07 nChanged 106462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116914 members 
Mstep: Class 2 contains 103953 members 
Entering Unmasked Estep 
Score: -27361640.000000 Penalty: 6103.436523
	Iteration 1F: 3 clusters Score -2.736164e+07 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120819 members 
Mstep: Class 2 contains 100048 members 
Entering Unmasked Estep 
Score: -27362706.000000 Penalty: 6103.436523
	Iteration 2Q: 3 clusters Score -2.736271e+07 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127004 members 
Mstep: Class 2 contains 93863 members 
Entering Unmasked Estep 
Score: -27365002.000000 Penalty: 6103.436523
	Iteration 3Q: 3 clusters Score -2.7365e+07 nChanged 9886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136504 members 
Mstep: Class 2 contains 84363 members 
Entering Unmasked Estep 
Score: -27369610.000000 Penalty: 6103.436523
	Iteration 4Q: 3 clusters Score -2.736961e+07 nChanged 13790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150194 members 
Mstep: Class 2 contains 70673 members 
Entering Unmasked Estep 
Score: -27378204.000000 Penalty: 6103.436523
	Iteration 5F: 3 clusters Score -2.73782e+07 nChanged 18169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168353 members 
Mstep: Class 2 contains 52514 members 
Entering Unmasked Estep 
Score: -27392200.000000 Penalty: 6103.436523
	Iteration 6F: 3 clusters Score -2.73922e+07 nChanged 20397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188748 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -27410736.000000 Penalty: 6103.436523
	Iteration 7F: 3 clusters Score -2.741074e+07 nChanged 17028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205772 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -27426788.000000 Penalty: 6103.436523
	Iteration 8F: 3 clusters Score -2.742679e+07 nChanged 9407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215179 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -27434742.000000 Penalty: 6103.436523
	Iteration 9Q: 3 clusters Score -2.743474e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218785 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -27437606.000000 Penalty: 6103.436523
	Iteration 10Q: 3 clusters Score -2.743761e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219938 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -27438656.000000 Penalty: 6103.436523
	Iteration 11Q: 3 clusters Score -2.743866e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220298 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -27439002.000000 Penalty: 6103.436523
	Iteration 12Q: 3 clusters Score -2.7439e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220404 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -27439148.000000 Penalty: 6103.436523
	Iteration 13Q: 3 clusters Score -2.743915e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220455 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -27439238.000000 Penalty: 6103.436523
	Iteration 14Q: 3 clusters Score -2.743924e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220486 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -27439290.000000 Penalty: 6103.436523
	Iteration 15Q: 3 clusters Score -2.743929e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220505 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -27439298.000000 Penalty: 6103.436523
	Iteration 16Q: 3 clusters Score -2.74393e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220518 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -27439346.000000 Penalty: 6103.436523
	Iteration 17Q: 3 clusters Score -2.743935e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220525 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -27439368.000000 Penalty: 6103.436523
	Iteration 18Q: 3 clusters Score -2.743937e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220530 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -27439342.000000 Penalty: 6103.436523
	Iteration 19Q: 3 clusters Score -2.743934e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220526 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -27439362.000000 Penalty: 6103.436523
	Iteration 20F: 3 clusters Score -2.743936e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220527 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -27439364.000000 Penalty: 6103.436523
	Iteration 21Q: 3 clusters Score -2.743936e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220528 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -27439374.000000 Penalty: 6103.436523
	Iteration 22Q: 3 clusters Score -2.743937e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220530 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -27439366.000000 Penalty: 6103.436523
	Iteration 23Q: 3 clusters Score -2.743937e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220530 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -27439366.000000 Penalty: 6103.436523
	Iteration 24F: 3 clusters Score -2.743937e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Entering Unmasked Estep 
Score: -251025.218750 Penalty: 1917.410034
	Iteration 0F: 2 clusters Score -251025.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -248363.890625 Penalty: 3834.820068
	Iteration 0F: 3 clusters Score -248363.9 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -248961.250000 Penalty: 3834.820068
	Iteration 1F: 3 clusters Score -248961.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -249230.984375 Penalty: 3834.820068
	Iteration 2F: 3 clusters Score -249231 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -249408.234375 Penalty: 3834.820068
	Iteration 3F: 3 clusters Score -249408.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -249590.546875 Penalty: 3834.820068
	Iteration 4F: 3 clusters Score -249590.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -249827.312500 Penalty: 3834.820068
	Iteration 5F: 3 clusters Score -249827.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -250078.671875 Penalty: 3834.820068
	Iteration 6F: 3 clusters Score -250078.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -250300.734375 Penalty: 3834.820068
	Iteration 7F: 3 clusters Score -250300.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -250456.453125 Penalty: 3834.820068
	Iteration 8F: 3 clusters Score -250456.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -250571.578125 Penalty: 3834.820068
	Iteration 9Q: 3 clusters Score -250571.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -250681.859375 Penalty: 3834.820068
	Iteration 10Q: 3 clusters Score -250681.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -250766.656250 Penalty: 3834.820068
	Iteration 11Q: 3 clusters Score -250766.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -250828.046875 Penalty: 3834.820068
	Iteration 12Q: 3 clusters Score -250828 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -250868.328125 Penalty: 3834.820068
	Iteration 13Q: 3 clusters Score -250868.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -250915.703125 Penalty: 3834.820068
	Iteration 14Q: 3 clusters Score -250915.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -250954.640625 Penalty: 3834.820068
	Iteration 15Q: 3 clusters Score -250954.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -250999.187500 Penalty: 3834.820068
	Iteration 16Q: 3 clusters Score -250999.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -251019.890625 Penalty: 3834.820068
	Iteration 17Q: 3 clusters Score -251019.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -251036.171875 Penalty: 3834.820068
	Iteration 18Q: 3 clusters Score -251036.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -251045.609375 Penalty: 3834.820068
	Iteration 19Q: 3 clusters Score -251045.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -251059.343750 Penalty: 3834.820068
	Iteration 20F: 3 clusters Score -251059.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -251071.546875 Penalty: 3834.820068
	Iteration 21Q: 3 clusters Score -251071.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -251087.046875 Penalty: 3834.820068
	Iteration 22Q: 3 clusters Score -251087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -251091.656250 Penalty: 3834.820068
	Iteration 23Q: 3 clusters Score -251091.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -251093.453125 Penalty: 3834.820068
	Iteration 24Q: 3 clusters Score -251093.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -251094.468750 Penalty: 3834.820068
	Iteration 25Q: 3 clusters Score -251094.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -251097.750000 Penalty: 3834.820068
	Iteration 26F: 3 clusters Score -251097.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -251117.656250 Penalty: 3834.820068
	Iteration 27Q: 3 clusters Score -251117.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -251120.296875 Penalty: 3834.820068
	Iteration 28Q: 3 clusters Score -251120.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -251120.859375 Penalty: 3834.820068
	Iteration 29Q: 3 clusters Score -251120.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -251120.859375 Penalty: 3834.820068
	Iteration 30F: 3 clusters Score -251120.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 14028 members 
Mstep: Class 3 contains 53864 members 
Mstep: Class 4 contains 36311 members 
Mstep: Class 5 contains 6094 members 
Mstep: Class 6 contains 2981 members 
Mstep: Class 7 contains 31146 members 
Mstep: Class 8 contains 32713 members 
Mstep: Class 9 contains 6565 members 
Mstep: Class 10 contains 100891 members 
Mstep: Class 11 contains 18183 members 
Mstep: Class 12 contains 4208 members 
Mstep: Class 13 contains 220867 members 
Mstep: Class 14 contains 2003 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1759 members 
Mstep: Class 17 contains 38819 members 
Mstep: Class 18 contains 276 members 
Mstep: Class 19 contains 55795 members 
Mstep: Class 20 contains 200711 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5623 members 
Entering Unmasked Estep 
Score: -104771768.000000 Penalty: 74538.125000
Splitting cluster 14 changes total score from -104773360.000000 to -104771768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (1342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Entering Unmasked Estep 
Score: -153828.140625 Penalty: 1786.075195
	Iteration 0F: 2 clusters Score -153828.1 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 693 members 
Entering Unmasked Estep 
Score: -151657.328125 Penalty: 3572.150391
	Iteration 0F: 3 clusters Score -151657.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -152225.281250 Penalty: 3572.150391
	Iteration 1F: 3 clusters Score -152225.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -152603.343750 Penalty: 3572.150391
	Iteration 2F: 3 clusters Score -152603.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -152986.031250 Penalty: 3572.150391
	Iteration 3F: 3 clusters Score -152986 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -153406.609375 Penalty: 3572.150391
	Iteration 4F: 3 clusters Score -153406.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -153577.828125 Penalty: 3572.150391
	Iteration 5Q: 3 clusters Score -153577.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -153620.406250 Penalty: 3572.150391
	Iteration 6Q: 3 clusters Score -153620.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -153650.781250 Penalty: 3572.150391
	Iteration 7Q: 3 clusters Score -153650.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -153667.406250 Penalty: 3572.150391
	Iteration 8Q: 3 clusters Score -153667.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -153681.593750 Penalty: 3572.150391
	Iteration 9Q: 3 clusters Score -153681.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -153690.046875 Penalty: 3572.150391
	Iteration 10Q: 3 clusters Score -153690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -153696.843750 Penalty: 3572.150391
	Iteration 11Q: 3 clusters Score -153696.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -153703.390625 Penalty: 3572.150391
	Iteration 12Q: 3 clusters Score -153703.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -153706.953125 Penalty: 3572.150391
	Iteration 13Q: 3 clusters Score -153707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -153711.015625 Penalty: 3572.150391
	Iteration 14Q: 3 clusters Score -153711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -153713.968750 Penalty: 3572.150391
	Iteration 15Q: 3 clusters Score -153714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -153719.609375 Penalty: 3572.150391
	Iteration 16Q: 3 clusters Score -153719.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -153720.828125 Penalty: 3572.150391
	Iteration 17Q: 3 clusters Score -153720.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -153723.625000 Penalty: 3572.150391
	Iteration 18Q: 3 clusters Score -153723.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -153725.656250 Penalty: 3572.150391
	Iteration 19Q: 3 clusters Score -153725.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -153726.312500 Penalty: 3572.150391
	Iteration 20F: 3 clusters Score -153726.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -153727.781250 Penalty: 3572.150391
	Iteration 21Q: 3 clusters Score -153727.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -153728.593750 Penalty: 3572.150391
	Iteration 22Q: 3 clusters Score -153728.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -153731.609375 Penalty: 3572.150391
	Iteration 23Q: 3 clusters Score -153731.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -153735.468750 Penalty: 3572.150391
	Iteration 24Q: 3 clusters Score -153735.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -153740.203125 Penalty: 3572.150391
	Iteration 25Q: 3 clusters Score -153740.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -153744.703125 Penalty: 3572.150391
	Iteration 26Q: 3 clusters Score -153744.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -153750.062500 Penalty: 3572.150391
	Iteration 27Q: 3 clusters Score -153750.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -153751.875000 Penalty: 3572.150391
	Iteration 28Q: 3 clusters Score -153751.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -153752.609375 Penalty: 3572.150391
	Iteration 29Q: 3 clusters Score -153752.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -153752.609375 Penalty: 3572.150391
	Iteration 30F: 3 clusters Score -153752.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Entering Unmasked Estep 
Score: -210550.000000 Penalty: 1853.180176
	Iteration 0F: 2 clusters Score -210550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -208083.875000 Penalty: 3706.360352
	Iteration 0F: 3 clusters Score -208083.9 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -208523.781250 Penalty: 3706.360352
	Iteration 1F: 3 clusters Score -208523.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -208644.671875 Penalty: 3706.360352
	Iteration 2F: 3 clusters Score -208644.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -208699.078125 Penalty: 3706.360352
	Iteration 3Q: 3 clusters Score -208699.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -208736.093750 Penalty: 3706.360352
	Iteration 4Q: 3 clusters Score -208736.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -208766.531250 Penalty: 3706.360352
	Iteration 5Q: 3 clusters Score -208766.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -208778.640625 Penalty: 3706.360352
	Iteration 6Q: 3 clusters Score -208778.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -208794.109375 Penalty: 3706.360352
	Iteration 7Q: 3 clusters Score -208794.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -208801.812500 Penalty: 3706.360352
	Iteration 8Q: 3 clusters Score -208801.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -208809.343750 Penalty: 3706.360352
	Iteration 9Q: 3 clusters Score -208809.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -208815.187500 Penalty: 3706.360352
	Iteration 10Q: 3 clusters Score -208815.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -208817.765625 Penalty: 3706.360352
	Iteration 11Q: 3 clusters Score -208817.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -208822.421875 Penalty: 3706.360352
	Iteration 12Q: 3 clusters Score -208822.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -208825.062500 Penalty: 3706.360352
	Iteration 13Q: 3 clusters Score -208825.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -208826.593750 Penalty: 3706.360352
	Iteration 14Q: 3 clusters Score -208826.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -208829.437500 Penalty: 3706.360352
	Iteration 15Q: 3 clusters Score -208829.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -208832.578125 Penalty: 3706.360352
	Iteration 16Q: 3 clusters Score -208832.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -208835.796875 Penalty: 3706.360352
	Iteration 17Q: 3 clusters Score -208835.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -208840.218750 Penalty: 3706.360352
	Iteration 18Q: 3 clusters Score -208840.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -208842.359375 Penalty: 3706.360352
	Iteration 19Q: 3 clusters Score -208842.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -208843.640625 Penalty: 3706.360352
	Iteration 20F: 3 clusters Score -208843.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -208843.703125 Penalty: 3706.360352
	Iteration 21Q: 3 clusters Score -208843.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -208843.703125 Penalty: 3706.360352
	Iteration 22F: 3 clusters Score -208843.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (38819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38819 members 
Entering Unmasked Estep 
Score: -4900966.000000 Penalty: 2620.532959
	Iteration 0F: 2 clusters Score -4900966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -4874678.500000 Penalty: 5241.065918
	Iteration 0F: 3 clusters Score -4874678 nChanged 17606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -4884192.000000 Penalty: 5241.065918
	Iteration 1F: 3 clusters Score -4884192 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -4884677.000000 Penalty: 5241.065918
	Iteration 2Q: 3 clusters Score -4884677 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -4885175.500000 Penalty: 5241.065918
	Iteration 3Q: 3 clusters Score -4885176 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -4885664.000000 Penalty: 5241.065918
	Iteration 4Q: 3 clusters Score -4885664 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -4886313.500000 Penalty: 5241.065918
	Iteration 5Q: 3 clusters Score -4886314 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -4887102.500000 Penalty: 5241.065918
	Iteration 6Q: 3 clusters Score -4887102 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -4888138.500000 Penalty: 5241.065918
	Iteration 7Q: 3 clusters Score -4888138 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -4889392.000000 Penalty: 5241.065918
	Iteration 8Q: 3 clusters Score -4889392 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 27336 members 
Entering Unmasked Estep 
Score: -4890760.500000 Penalty: 5241.065918
	Iteration 9F: 3 clusters Score -4890760 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -4892184.500000 Penalty: 5241.065918
	Iteration 10F: 3 clusters Score -4892184 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 30957 members 
Entering Unmasked Estep 
Score: -4893591.500000 Penalty: 5241.065918
	Iteration 11F: 3 clusters Score -4893592 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 32595 members 
Entering Unmasked Estep 
Score: -4894815.000000 Penalty: 5241.065918
	Iteration 12Q: 3 clusters Score -4894815 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 33914 members 
Entering Unmasked Estep 
Score: -4895771.000000 Penalty: 5241.065918
	Iteration 13Q: 3 clusters Score -4895771 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 34984 members 
Entering Unmasked Estep 
Score: -4896508.500000 Penalty: 5241.065918
	Iteration 14Q: 3 clusters Score -4896508 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 35845 members 
Entering Unmasked Estep 
Score: -4897094.000000 Penalty: 5241.065918
	Iteration 15Q: 3 clusters Score -4897094 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -4897533.000000 Penalty: 5241.065918
	Iteration 16Q: 3 clusters Score -4897533 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 36994 members 
Entering Unmasked Estep 
Score: -4897844.500000 Penalty: 5241.065918
	Iteration 17Q: 3 clusters Score -4897844 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -4898071.500000 Penalty: 5241.065918
	Iteration 18Q: 3 clusters Score -4898072 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 37550 members 
Entering Unmasked Estep 
Score: -4898237.000000 Penalty: 5241.065918
	Iteration 19Q: 3 clusters Score -4898237 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 37716 members 
Entering Unmasked Estep 
Score: -4898329.500000 Penalty: 5241.065918
	Iteration 20F: 3 clusters Score -4898330 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 37850 members 
Entering Unmasked Estep 
Score: -4898416.000000 Penalty: 5241.065918
	Iteration 21Q: 3 clusters Score -4898416 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 37940 members 
Entering Unmasked Estep 
Score: -4898468.000000 Penalty: 5241.065918
	Iteration 22Q: 3 clusters Score -4898468 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 38008 members 
Entering Unmasked Estep 
Score: -4898519.500000 Penalty: 5241.065918
	Iteration 23Q: 3 clusters Score -4898520 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 38061 members 
Entering Unmasked Estep 
Score: -4898554.000000 Penalty: 5241.065918
	Iteration 24Q: 3 clusters Score -4898554 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -4898589.000000 Penalty: 5241.065918
	Iteration 25Q: 3 clusters Score -4898589 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 38128 members 
Entering Unmasked Estep 
Score: -4898603.500000 Penalty: 5241.065918
	Iteration 26Q: 3 clusters Score -4898604 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 38156 members 
Entering Unmasked Estep 
Score: -4898617.000000 Penalty: 5241.065918
	Iteration 27Q: 3 clusters Score -4898617 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 38178 members 
Entering Unmasked Estep 
Score: -4898644.000000 Penalty: 5241.065918
	Iteration 28Q: 3 clusters Score -4898644 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
Score: -4898656.000000 Penalty: 5241.065918
	Iteration 29Q: 3 clusters Score -4898656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -4898664.000000 Penalty: 5241.065918
	Iteration 30Q: 3 clusters Score -4898664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -4898682.500000 Penalty: 5241.065918
	Iteration 31Q: 3 clusters Score -4898682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 38238 members 
Entering Unmasked Estep 
Score: -4898697.500000 Penalty: 5241.065918
	Iteration 32Q: 3 clusters Score -4898698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 38247 members 
Entering Unmasked Estep 
Score: -4898699.000000 Penalty: 5241.065918
	Iteration 33Q: 3 clusters Score -4898699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 38256 members 
Entering Unmasked Estep 
Score: -4898710.000000 Penalty: 5241.065918
	Iteration 34Q: 3 clusters Score -4898710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 38262 members 
Entering Unmasked Estep 
Score: -4898710.000000 Penalty: 5241.065918
	Iteration 35Q: 3 clusters Score -4898710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 38266 members 
Entering Unmasked Estep 
Score: -4898712.500000 Penalty: 5241.065918
	Iteration 36Q: 3 clusters Score -4898712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 38274 members 
Entering Unmasked Estep 
Score: -4898711.500000 Penalty: 5241.065918
	Iteration 37Q: 3 clusters Score -4898712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 38277 members 
Entering Unmasked Estep 
Score: -4898718.000000 Penalty: 5241.065918
	Iteration 38Q: 3 clusters Score -4898718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 38281 members 
Entering Unmasked Estep 
Score: -4898720.500000 Penalty: 5241.065918
	Iteration 39Q: 3 clusters Score -4898720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 38284 members 
Entering Unmasked Estep 
Score: -4898716.000000 Penalty: 5241.065918
	Iteration 40F: 3 clusters Score -4898716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 38286 members 
Entering Unmasked Estep 
Score: -4898720.000000 Penalty: 5241.065918
	Iteration 41Q: 3 clusters Score -4898720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 38287 members 
Entering Unmasked Estep 
Score: -4898724.000000 Penalty: 5241.065918
	Iteration 42Q: 3 clusters Score -4898724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 38287 members 
Entering Unmasked Estep 
Score: -4898724.000000 Penalty: 5241.065918
	Iteration 43F: 3 clusters Score -4898724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (55795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55795 members 
Entering Unmasked Estep 
Score: -6768882.500000 Penalty: 2710.500977
	Iteration 0F: 2 clusters Score -6768882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -6731323.500000 Penalty: 5421.001953
	Iteration 0F: 3 clusters Score -6731324 nChanged 25850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30183 members 
Mstep: Class 2 contains 25612 members 
Entering Unmasked Estep 
Score: -6745729.000000 Penalty: 5421.001953
	Iteration 1F: 3 clusters Score -6745729 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31629 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -6746453.500000 Penalty: 5421.001953
	Iteration 2Q: 3 clusters Score -6746454 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -6747567.500000 Penalty: 5421.001953
	Iteration 3Q: 3 clusters Score -6747568 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36844 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -6749419.500000 Penalty: 5421.001953
	Iteration 4F: 3 clusters Score -6749420 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -6752257.000000 Penalty: 5421.001953
	Iteration 5F: 3 clusters Score -6752257 nChanged 4737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45597 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -6756329.000000 Penalty: 5421.001953
	Iteration 6F: 3 clusters Score -6756329 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50172 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -6760885.000000 Penalty: 5421.001953
	Iteration 7F: 3 clusters Score -6760885 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53392 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -6764195.500000 Penalty: 5421.001953
	Iteration 8F: 3 clusters Score -6764196 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54860 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -6765634.000000 Penalty: 5421.001953
	Iteration 9Q: 3 clusters Score -6765634 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55368 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -6766166.000000 Penalty: 5421.001953
	Iteration 10Q: 3 clusters Score -6766166 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55511 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -6766328.000000 Penalty: 5421.001953
	Iteration 11Q: 3 clusters Score -6766328 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55548 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -6766389.000000 Penalty: 5421.001953
	Iteration 12Q: 3 clusters Score -6766389 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55563 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -6766423.500000 Penalty: 5421.001953
	Iteration 13Q: 3 clusters Score -6766424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55568 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -6766437.500000 Penalty: 5421.001953
	Iteration 14Q: 3 clusters Score -6766438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55573 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -6766444.500000 Penalty: 5421.001953
	Iteration 15Q: 3 clusters Score -6766444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55576 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -6766456.500000 Penalty: 5421.001953
	Iteration 16Q: 3 clusters Score -6766456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55583 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -6766463.000000 Penalty: 5421.001953
	Iteration 17Q: 3 clusters Score -6766463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55585 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -6766470.000000 Penalty: 5421.001953
	Iteration 18Q: 3 clusters Score -6766470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55584 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -6766472.500000 Penalty: 5421.001953
	Iteration 19Q: 3 clusters Score -6766472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55584 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -6766472.500000 Penalty: 5421.001953
	Iteration 20F: 3 clusters Score -6766472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (200711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200711 members 
Entering Unmasked Estep 
Score: -24947834.000000 Penalty: 3027.986084
	Iteration 0F: 2 clusters Score -2.494783e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100385 members 
Mstep: Class 2 contains 100326 members 
Entering Unmasked Estep 
Score: -24816364.000000 Penalty: 6055.972168
	Iteration 0F: 3 clusters Score -2.481636e+07 nChanged 96431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100086 members 
Mstep: Class 2 contains 100625 members 
Entering Unmasked Estep 
Score: -24872762.000000 Penalty: 6055.972168
	Iteration 1F: 3 clusters Score -2.487276e+07 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100155 members 
Mstep: Class 2 contains 100556 members 
Entering Unmasked Estep 
Score: -24874090.000000 Penalty: 6055.972168
	Iteration 2Q: 3 clusters Score -2.487409e+07 nChanged 6087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100386 members 
Mstep: Class 2 contains 100325 members 
Entering Unmasked Estep 
Score: -24875440.000000 Penalty: 6055.972168
	Iteration 3Q: 3 clusters Score -2.487544e+07 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101076 members 
Mstep: Class 2 contains 99635 members 
Entering Unmasked Estep 
Score: -24877522.000000 Penalty: 6055.972168
	Iteration 4Q: 3 clusters Score -2.487752e+07 nChanged 7722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102504 members 
Mstep: Class 2 contains 98207 members 
Entering Unmasked Estep 
Score: -24880372.000000 Penalty: 6055.972168
	Iteration 5Q: 3 clusters Score -2.488037e+07 nChanged 9281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104863 members 
Mstep: Class 2 contains 95848 members 
Entering Unmasked Estep 
Score: -24884660.000000 Penalty: 6055.972168
	Iteration 6Q: 3 clusters Score -2.488466e+07 nChanged 11197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108320 members 
Mstep: Class 2 contains 92391 members 
Entering Unmasked Estep 
Score: -24892010.000000 Penalty: 6055.972168
	Iteration 7F: 3 clusters Score -2.489201e+07 nChanged 13055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112961 members 
Mstep: Class 2 contains 87750 members 
Entering Unmasked Estep 
Score: -24901412.000000 Penalty: 6055.972168
	Iteration 8F: 3 clusters Score -2.490141e+07 nChanged 13618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117941 members 
Mstep: Class 2 contains 82770 members 
Entering Unmasked Estep 
Score: -24911814.000000 Penalty: 6055.972168
	Iteration 9F: 3 clusters Score -2.491181e+07 nChanged 11614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122211 members 
Mstep: Class 2 contains 78500 members 
Entering Unmasked Estep 
Score: -24919102.000000 Penalty: 6055.972168
	Iteration 10F: 3 clusters Score -2.49191e+07 nChanged 8250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125957 members 
Mstep: Class 2 contains 74754 members 
Entering Unmasked Estep 
Score: -24922646.000000 Penalty: 6055.972168
	Iteration 11Q: 3 clusters Score -2.492265e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129637 members 
Mstep: Class 2 contains 71074 members 
Entering Unmasked Estep 
Score: -24924568.000000 Penalty: 6055.972168
	Iteration 12Q: 3 clusters Score -2.492457e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133349 members 
Mstep: Class 2 contains 67362 members 
Entering Unmasked Estep 
Score: -24926148.000000 Penalty: 6055.972168
	Iteration 13Q: 3 clusters Score -2.492615e+07 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137193 members 
Mstep: Class 2 contains 63518 members 
Entering Unmasked Estep 
Score: -24928050.000000 Penalty: 6055.972168
	Iteration 14Q: 3 clusters Score -2.492805e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141124 members 
Mstep: Class 2 contains 59587 members 
Entering Unmasked Estep 
Score: -24929610.000000 Penalty: 6055.972168
	Iteration 15Q: 3 clusters Score -2.492961e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145039 members 
Mstep: Class 2 contains 55672 members 
Entering Unmasked Estep 
Score: -24931458.000000 Penalty: 6055.972168
	Iteration 16Q: 3 clusters Score -2.493146e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148762 members 
Mstep: Class 2 contains 51949 members 
Entering Unmasked Estep 
Score: -24933172.000000 Penalty: 6055.972168
	Iteration 17Q: 3 clusters Score -2.493317e+07 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152053 members 
Mstep: Class 2 contains 48658 members 
Entering Unmasked Estep 
Score: -24934664.000000 Penalty: 6055.972168
	Iteration 18Q: 3 clusters Score -2.493466e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155157 members 
Mstep: Class 2 contains 45554 members 
Entering Unmasked Estep 
Score: -24936122.000000 Penalty: 6055.972168
	Iteration 19Q: 3 clusters Score -2.493612e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157974 members 
Mstep: Class 2 contains 42737 members 
Entering Unmasked Estep 
Score: -24937178.000000 Penalty: 6055.972168
	Iteration 20F: 3 clusters Score -2.493718e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160516 members 
Mstep: Class 2 contains 40195 members 
Entering Unmasked Estep 
Score: -24938398.000000 Penalty: 6055.972168
	Iteration 21Q: 3 clusters Score -2.49384e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162902 members 
Mstep: Class 2 contains 37809 members 
Entering Unmasked Estep 
Score: -24939222.000000 Penalty: 6055.972168
	Iteration 22Q: 3 clusters Score -2.493922e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165136 members 
Mstep: Class 2 contains 35575 members 
Entering Unmasked Estep 
Score: -24940046.000000 Penalty: 6055.972168
	Iteration 23Q: 3 clusters Score -2.494005e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167251 members 
Mstep: Class 2 contains 33460 members 
Entering Unmasked Estep 
Score: -24940782.000000 Penalty: 6055.972168
	Iteration 24Q: 3 clusters Score -2.494078e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169370 members 
Mstep: Class 2 contains 31341 members 
Entering Unmasked Estep 
Score: -24941192.000000 Penalty: 6055.972168
	Iteration 25Q: 3 clusters Score -2.494119e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171390 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -24941934.000000 Penalty: 6055.972168
	Iteration 26Q: 3 clusters Score -2.494193e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173363 members 
Mstep: Class 2 contains 27348 members 
Entering Unmasked Estep 
Score: -24942238.000000 Penalty: 6055.972168
	Iteration 27Q: 3 clusters Score -2.494224e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175384 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -24942766.000000 Penalty: 6055.972168
	Iteration 28Q: 3 clusters Score -2.494277e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177352 members 
Mstep: Class 2 contains 23359 members 
Entering Unmasked Estep 
Score: -24943184.000000 Penalty: 6055.972168
	Iteration 29Q: 3 clusters Score -2.494318e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179254 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -24943576.000000 Penalty: 6055.972168
	Iteration 30Q: 3 clusters Score -2.494358e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181083 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -24943796.000000 Penalty: 6055.972168
	Iteration 31Q: 3 clusters Score -2.49438e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182850 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -24944194.000000 Penalty: 6055.972168
	Iteration 32Q: 3 clusters Score -2.494419e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184510 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -24944500.000000 Penalty: 6055.972168
	Iteration 33Q: 3 clusters Score -2.49445e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186113 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -24944714.000000 Penalty: 6055.972168
	Iteration 34Q: 3 clusters Score -2.494471e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187576 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -24944966.000000 Penalty: 6055.972168
	Iteration 35Q: 3 clusters Score -2.494497e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188916 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -24945254.000000 Penalty: 6055.972168
	Iteration 36Q: 3 clusters Score -2.494525e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190142 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -24945474.000000 Penalty: 6055.972168
	Iteration 37Q: 3 clusters Score -2.494547e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191288 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -24945548.000000 Penalty: 6055.972168
	Iteration 38Q: 3 clusters Score -2.494555e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192287 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -24945664.000000 Penalty: 6055.972168
	Iteration 39Q: 3 clusters Score -2.494566e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193177 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -24945788.000000 Penalty: 6055.972168
	Iteration 40F: 3 clusters Score -2.494579e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193933 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -24945862.000000 Penalty: 6055.972168
	Iteration 41Q: 3 clusters Score -2.494586e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194608 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -24945862.000000 Penalty: 6055.972168
	Iteration 42Q: 3 clusters Score -2.494586e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195207 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -24945898.000000 Penalty: 6055.972168
	Iteration 43Q: 3 clusters Score -2.49459e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195723 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -24946018.000000 Penalty: 6055.972168
	Iteration 44Q: 3 clusters Score -2.494602e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196144 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -24946046.000000 Penalty: 6055.972168
	Iteration 45Q: 3 clusters Score -2.494605e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196511 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -24946060.000000 Penalty: 6055.972168
	Iteration 46Q: 3 clusters Score -2.494606e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196850 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -24946124.000000 Penalty: 6055.972168
	Iteration 47Q: 3 clusters Score -2.494612e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197134 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -24946144.000000 Penalty: 6055.972168
	Iteration 48Q: 3 clusters Score -2.494614e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197374 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -24946198.000000 Penalty: 6055.972168
	Iteration 49Q: 3 clusters Score -2.49462e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197575 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -24946172.000000 Penalty: 6055.972168
	Iteration 50Q: 3 clusters Score -2.494617e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197728 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -24946214.000000 Penalty: 6055.972168
	Iteration 51Q: 3 clusters Score -2.494621e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197840 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -24946270.000000 Penalty: 6055.972168
	Iteration 52Q: 3 clusters Score -2.494627e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197939 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -24946272.000000 Penalty: 6055.972168
	Iteration 53Q: 3 clusters Score -2.494627e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198026 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -24946246.000000 Penalty: 6055.972168
	Iteration 54Q: 3 clusters Score -2.494625e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198105 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -24946244.000000 Penalty: 6055.972168
	Iteration 55Q: 3 clusters Score -2.494624e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198172 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -24946254.000000 Penalty: 6055.972168
	Iteration 56Q: 3 clusters Score -2.494625e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198235 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -24946204.000000 Penalty: 6055.972168
	Iteration 57Q: 3 clusters Score -2.49462e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198299 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -24946186.000000 Penalty: 6055.972168
	Iteration 58Q: 3 clusters Score -2.494619e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198351 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -24946218.000000 Penalty: 6055.972168
	Iteration 59Q: 3 clusters Score -2.494622e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198393 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -24946178.000000 Penalty: 6055.972168
	Iteration 60F: 3 clusters Score -2.494618e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198433 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -24946168.000000 Penalty: 6055.972168
	Iteration 61Q: 3 clusters Score -2.494617e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198476 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -24946160.000000 Penalty: 6055.972168
	Iteration 62Q: 3 clusters Score -2.494616e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198514 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -24946132.000000 Penalty: 6055.972168
	Iteration 63Q: 3 clusters Score -2.494613e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198544 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -24946124.000000 Penalty: 6055.972168
	Iteration 64Q: 3 clusters Score -2.494612e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198569 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -24946092.000000 Penalty: 6055.972168
	Iteration 65Q: 3 clusters Score -2.494609e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198589 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -24946102.000000 Penalty: 6055.972168
	Iteration 66Q: 3 clusters Score -2.49461e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198607 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -24946092.000000 Penalty: 6055.972168
	Iteration 67Q: 3 clusters Score -2.494609e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198620 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -24946104.000000 Penalty: 6055.972168
	Iteration 68Q: 3 clusters Score -2.49461e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198629 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -24946096.000000 Penalty: 6055.972168
	Iteration 69Q: 3 clusters Score -2.49461e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198641 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -24946070.000000 Penalty: 6055.972168
	Iteration 70Q: 3 clusters Score -2.494607e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198654 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -24946078.000000 Penalty: 6055.972168
	Iteration 71Q: 3 clusters Score -2.494608e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198668 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -24946066.000000 Penalty: 6055.972168
	Iteration 72Q: 3 clusters Score -2.494607e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198678 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -24946064.000000 Penalty: 6055.972168
	Iteration 73Q: 3 clusters Score -2.494606e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198688 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -24946060.000000 Penalty: 6055.972168
	Iteration 74Q: 3 clusters Score -2.494606e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198696 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -24946048.000000 Penalty: 6055.972168
	Iteration 75Q: 3 clusters Score -2.494605e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198705 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -24946056.000000 Penalty: 6055.972168
	Iteration 76Q: 3 clusters Score -2.494606e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198713 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -24946062.000000 Penalty: 6055.972168
	Iteration 77Q: 3 clusters Score -2.494606e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198723 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -24946062.000000 Penalty: 6055.972168
	Iteration 78Q: 3 clusters Score -2.494606e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198732 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -24946052.000000 Penalty: 6055.972168
	Iteration 79Q: 3 clusters Score -2.494605e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198737 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -24946050.000000 Penalty: 6055.972168
	Iteration 80F: 3 clusters Score -2.494605e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198743 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -24946052.000000 Penalty: 6055.972168
	Iteration 81Q: 3 clusters Score -2.494605e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198753 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -24946058.000000 Penalty: 6055.972168
	Iteration 82Q: 3 clusters Score -2.494606e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198759 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -24946048.000000 Penalty: 6055.972168
	Iteration 83Q: 3 clusters Score -2.494605e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198762 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -24946048.000000 Penalty: 6055.972168
	Iteration 84Q: 3 clusters Score -2.494605e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198771 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -24946040.000000 Penalty: 6055.972168
	Iteration 85Q: 3 clusters Score -2.494604e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198779 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -24946040.000000 Penalty: 6055.972168
	Iteration 86Q: 3 clusters Score -2.494604e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198786 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -24946026.000000 Penalty: 6055.972168
	Iteration 87Q: 3 clusters Score -2.494603e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198790 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -24946030.000000 Penalty: 6055.972168
	Iteration 88Q: 3 clusters Score -2.494603e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198795 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -24946026.000000 Penalty: 6055.972168
	Iteration 89Q: 3 clusters Score -2.494603e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198799 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -24946014.000000 Penalty: 6055.972168
	Iteration 90Q: 3 clusters Score -2.494601e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198804 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -24946014.000000 Penalty: 6055.972168
	Iteration 91Q: 3 clusters Score -2.494601e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198807 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -24946016.000000 Penalty: 6055.972168
	Iteration 92Q: 3 clusters Score -2.494602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198812 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -24946016.000000 Penalty: 6055.972168
	Iteration 93Q: 3 clusters Score -2.494602e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198819 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -24946010.000000 Penalty: 6055.972168
	Iteration 94Q: 3 clusters Score -2.494601e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198824 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -24946004.000000 Penalty: 6055.972168
	Iteration 95Q: 3 clusters Score -2.4946e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198830 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -24946018.000000 Penalty: 6055.972168
	Iteration 96Q: 3 clusters Score -2.494602e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198834 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -24946020.000000 Penalty: 6055.972168
	Iteration 97Q: 3 clusters Score -2.494602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198836 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -24946020.000000 Penalty: 6055.972168
	Iteration 98Q: 3 clusters Score -2.494602e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198837 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -24946022.000000 Penalty: 6055.972168
	Iteration 99Q: 3 clusters Score -2.494602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198839 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -24946016.000000 Penalty: 6055.972168
	Iteration 100F: 3 clusters Score -2.494602e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198842 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -24946016.000000 Penalty: 6055.972168
	Iteration 101Q: 3 clusters Score -2.494602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198847 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -24946032.000000 Penalty: 6055.972168
	Iteration 102Q: 3 clusters Score -2.494603e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198854 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -24946022.000000 Penalty: 6055.972168
	Iteration 103Q: 3 clusters Score -2.494602e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198861 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -24946030.000000 Penalty: 6055.972168
	Iteration 104Q: 3 clusters Score -2.494603e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198870 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -24946004.000000 Penalty: 6055.972168
	Iteration 105Q: 3 clusters Score -2.4946e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198875 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -24946014.000000 Penalty: 6055.972168
	Iteration 106Q: 3 clusters Score -2.494601e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198881 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -24946018.000000 Penalty: 6055.972168
	Iteration 107Q: 3 clusters Score -2.494602e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198889 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -24946010.000000 Penalty: 6055.972168
	Iteration 108Q: 3 clusters Score -2.494601e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198900 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -24945998.000000 Penalty: 6055.972168
	Iteration 109Q: 3 clusters Score -2.4946e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198911 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -24945990.000000 Penalty: 6055.972168
	Iteration 110Q: 3 clusters Score -2.494599e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198920 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -24945984.000000 Penalty: 6055.972168
	Iteration 111Q: 3 clusters Score -2.494598e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198924 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -24945980.000000 Penalty: 6055.972168
	Iteration 112Q: 3 clusters Score -2.494598e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198930 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -24945972.000000 Penalty: 6055.972168
	Iteration 113Q: 3 clusters Score -2.494597e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198939 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -24945978.000000 Penalty: 6055.972168
	Iteration 114Q: 3 clusters Score -2.494598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198944 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -24945978.000000 Penalty: 6055.972168
	Iteration 115Q: 3 clusters Score -2.494598e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198951 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -24945984.000000 Penalty: 6055.972168
	Iteration 116Q: 3 clusters Score -2.494598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198954 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -24945998.000000 Penalty: 6055.972168
	Iteration 117Q: 3 clusters Score -2.4946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198958 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -24945998.000000 Penalty: 6055.972168
	Iteration 118Q: 3 clusters Score -2.4946e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198959 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -24946002.000000 Penalty: 6055.972168
	Iteration 119Q: 3 clusters Score -2.4946e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198959 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -24946002.000000 Penalty: 6055.972168
	Iteration 120F: 3 clusters Score -2.4946e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Entering Unmasked Estep 
Score: -160920.578125 Penalty: 1793.896973
	Iteration 0F: 2 clusters Score -160920.6 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 719 members 
Entering Unmasked Estep 
Score: -158742.296875 Penalty: 3587.793945
	Iteration 0F: 3 clusters Score -158742.3 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -159157.406250 Penalty: 3587.793945
	Iteration 1F: 3 clusters Score -159157.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -159346.468750 Penalty: 3587.793945
	Iteration 2F: 3 clusters Score -159346.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -159456.156250 Penalty: 3587.793945
	Iteration 3F: 3 clusters Score -159456.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -159573.359375 Penalty: 3587.793945
	Iteration 4Q: 3 clusters Score -159573.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -159799.281250 Penalty: 3587.793945
	Iteration 5F: 3 clusters Score -159799.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -160170.125000 Penalty: 3587.793945
	Iteration 6F: 3 clusters Score -160170.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -160733.781250 Penalty: 3587.793945
	Iteration 7F: 3 clusters Score -160733.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -161050.531250 Penalty: 3587.793945
	Iteration 8F: 3 clusters Score -161050.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -161249.187500 Penalty: 3587.793945
	Iteration 9Q: 3 clusters Score -161249.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -161339.046875 Penalty: 3587.793945
	Iteration 10Q: 3 clusters Score -161339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -161357.625000 Penalty: 3587.793945
	Iteration 11Q: 3 clusters Score -161357.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -161360.062500 Penalty: 3587.793945
	Iteration 12Q: 3 clusters Score -161360.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -161363.421875 Penalty: 3587.793945
	Iteration 13Q: 3 clusters Score -161363.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -161364.687500 Penalty: 3587.793945
	Iteration 14Q: 3 clusters Score -161364.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -161364.687500 Penalty: 3587.793945
	Iteration 15F: 3 clusters Score -161364.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 14028 members 
Mstep: Class 3 contains 53864 members 
Mstep: Class 4 contains 36311 members 
Mstep: Class 5 contains 6094 members 
Mstep: Class 6 contains 2981 members 
Mstep: Class 7 contains 31146 members 
Mstep: Class 8 contains 32713 members 
Mstep: Class 9 contains 6565 members 
Mstep: Class 10 contains 100891 members 
Mstep: Class 11 contains 18183 members 
Mstep: Class 12 contains 4208 members 
Mstep: Class 13 contains 220867 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1759 members 
Mstep: Class 17 contains 38819 members 
Mstep: Class 18 contains 977 members 
Mstep: Class 19 contains 55795 members 
Mstep: Class 20 contains 200711 members 
Mstep: Class 21 contains 408 members 
Mstep: Class 22 contains 5623 members 
Entering Unmasked Estep 
Score: -104772032.000000 Penalty: 74538.125000
Splitting cluster 21 changes total score from -104773360.000000 to -104772032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (5623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Entering Unmasked Estep 
Score: -663166.375000 Penalty: 2141.385986
	Iteration 0F: 2 clusters Score -663166.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -658254.687500 Penalty: 4282.771973
	Iteration 0F: 3 clusters Score -658254.7 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -659419.250000 Penalty: 4282.771973
	Iteration 1F: 3 clusters Score -659419.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -659640.062500 Penalty: 4282.771973
	Iteration 2F: 3 clusters Score -659640.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -659795.437500 Penalty: 4282.771973
	Iteration 3F: 3 clusters Score -659795.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -659943.875000 Penalty: 4282.771973
	Iteration 4Q: 3 clusters Score -659943.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -660093.312500 Penalty: 4282.771973
	Iteration 5Q: 3 clusters Score -660093.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -660271.125000 Penalty: 4282.771973
	Iteration 6Q: 3 clusters Score -660271.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -660449.937500 Penalty: 4282.771973
	Iteration 7Q: 3 clusters Score -660449.9 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -660635.437500 Penalty: 4282.771973
	Iteration 8Q: 3 clusters Score -660635.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -660813.250000 Penalty: 4282.771973
	Iteration 9Q: 3 clusters Score -660813.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -660976.687500 Penalty: 4282.771973
	Iteration 10Q: 3 clusters Score -660976.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -661122.687500 Penalty: 4282.771973
	Iteration 11Q: 3 clusters Score -661122.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -661250.937500 Penalty: 4282.771973
	Iteration 12Q: 3 clusters Score -661250.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -661336.375000 Penalty: 4282.771973
	Iteration 13Q: 3 clusters Score -661336.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -661397.187500 Penalty: 4282.771973
	Iteration 14Q: 3 clusters Score -661397.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -661444.312500 Penalty: 4282.771973
	Iteration 15Q: 3 clusters Score -661444.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -661487.062500 Penalty: 4282.771973
	Iteration 16Q: 3 clusters Score -661487.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -661525.562500 Penalty: 4282.771973
	Iteration 17Q: 3 clusters Score -661525.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -661553.500000 Penalty: 4282.771973
	Iteration 18Q: 3 clusters Score -661553.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -661575.437500 Penalty: 4282.771973
	Iteration 19Q: 3 clusters Score -661575.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -661600.312500 Penalty: 4282.771973
	Iteration 20F: 3 clusters Score -661600.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -661622.812500 Penalty: 4282.771973
	Iteration 21Q: 3 clusters Score -661622.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -661644.125000 Penalty: 4282.771973
	Iteration 22Q: 3 clusters Score -661644.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -661662.437500 Penalty: 4282.771973
	Iteration 23Q: 3 clusters Score -661662.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -661675.625000 Penalty: 4282.771973
	Iteration 24Q: 3 clusters Score -661675.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -661686.875000 Penalty: 4282.771973
	Iteration 25Q: 3 clusters Score -661686.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -661695.437500 Penalty: 4282.771973
	Iteration 26Q: 3 clusters Score -661695.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -661703.875000 Penalty: 4282.771973
	Iteration 27Q: 3 clusters Score -661703.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -661711.062500 Penalty: 4282.771973
	Iteration 28Q: 3 clusters Score -661711.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -661715.125000 Penalty: 4282.771973
	Iteration 29Q: 3 clusters Score -661715.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -661717.375000 Penalty: 4282.771973
	Iteration 30Q: 3 clusters Score -661717.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -661721.250000 Penalty: 4282.771973
	Iteration 31Q: 3 clusters Score -661721.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -661724.437500 Penalty: 4282.771973
	Iteration 32Q: 3 clusters Score -661724.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -661725.125000 Penalty: 4282.771973
	Iteration 33Q: 3 clusters Score -661725.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -661725.812500 Penalty: 4282.771973
	Iteration 34Q: 3 clusters Score -661725.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -661726.625000 Penalty: 4282.771973
	Iteration 35Q: 3 clusters Score -661726.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -661727.375000 Penalty: 4282.771973
	Iteration 36Q: 3 clusters Score -661727.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -661727.812500 Penalty: 4282.771973
	Iteration 37Q: 3 clusters Score -661727.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -661728.812500 Penalty: 4282.771973
	Iteration 38Q: 3 clusters Score -661728.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -661729.812500 Penalty: 4282.771973
	Iteration 39Q: 3 clusters Score -661729.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -661731.500000 Penalty: 4282.771973
	Iteration 40F: 3 clusters Score -661731.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -661732.375000 Penalty: 4282.771973
	Iteration 41Q: 3 clusters Score -661732.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -661732.687500 Penalty: 4282.771973
	Iteration 42Q: 3 clusters Score -661732.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -661732.687500 Penalty: 4282.771973
	Iteration 43F: 3 clusters Score -661732.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 14028 members 
Mstep: Class 3 contains 53864 members 
Mstep: Class 4 contains 36311 members 
Mstep: Class 5 contains 6094 members 
Mstep: Class 6 contains 2981 members 
Mstep: Class 7 contains 31146 members 
Mstep: Class 8 contains 32713 members 
Mstep: Class 9 contains 6565 members 
Mstep: Class 10 contains 100891 members 
Mstep: Class 11 contains 18183 members 
Mstep: Class 12 contains 4208 members 
Mstep: Class 13 contains 220867 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1759 members 
Mstep: Class 17 contains 38819 members 
Mstep: Class 19 contains 55795 members 
Mstep: Class 20 contains 200711 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773192.000000 Penalty: 71150.023438
Iteration 239Q: 22 clusters Score -1.047732e+08 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 14012 members 
Mstep: Class 3 contains 53860 members 
Mstep: Class 4 contains 36297 members 
Mstep: Class 5 contains 6093 members 
Mstep: Class 6 contains 2980 members 
Mstep: Class 7 contains 31179 members 
Mstep: Class 8 contains 32658 members 
Mstep: Class 9 contains 6566 members 
Mstep: Class 10 contains 100779 members 
Mstep: Class 11 contains 18045 members 
Mstep: Class 12 contains 4205 members 
Mstep: Class 13 contains 221338 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1760 members 
Mstep: Class 17 contains 38822 members 
Mstep: Class 19 contains 55785 members 
Mstep: Class 20 contains 200558 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773080.000000 Penalty: 71150.023438
Iteration 240F: 22 clusters Score -1.047731e+08 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 13987 members 
Mstep: Class 3 contains 53858 members 
Mstep: Class 4 contains 36273 members 
Mstep: Class 5 contains 6093 members 
Mstep: Class 6 contains 2983 members 
Mstep: Class 7 contains 31206 members 
Mstep: Class 8 contains 32600 members 
Mstep: Class 9 contains 6566 members 
Mstep: Class 10 contains 100677 members 
Mstep: Class 11 contains 17939 members 
Mstep: Class 12 contains 4206 members 
Mstep: Class 13 contains 221876 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1757 members 
Mstep: Class 17 contains 38827 members 
Mstep: Class 19 contains 55760 members 
Mstep: Class 20 contains 200335 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104772992.000000 Penalty: 71150.023438
Iteration 241Q: 22 clusters Score -1.04773e+08 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21836 members 
Mstep: Class 2 contains 13974 members 
Mstep: Class 3 contains 53867 members 
Mstep: Class 4 contains 36264 members 
Mstep: Class 5 contains 6093 members 
Mstep: Class 6 contains 2979 members 
Mstep: Class 7 contains 31235 members 
Mstep: Class 8 contains 32560 members 
Mstep: Class 9 contains 6565 members 
Mstep: Class 10 contains 100572 members 
Mstep: Class 11 contains 17822 members 
Mstep: Class 12 contains 4203 members 
Mstep: Class 13 contains 222429 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1754 members 
Mstep: Class 17 contains 38816 members 
Mstep: Class 19 contains 55744 members 
Mstep: Class 20 contains 200068 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773120.000000 Penalty: 71150.023438
Iteration 242Q: 22 clusters Score -1.047731e+08 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 13962 members 
Mstep: Class 3 contains 53862 members 
Mstep: Class 4 contains 36251 members 
Mstep: Class 5 contains 6092 members 
Mstep: Class 6 contains 2980 members 
Mstep: Class 7 contains 31253 members 
Mstep: Class 8 contains 32520 members 
Mstep: Class 9 contains 6563 members 
Mstep: Class 10 contains 100462 members 
Mstep: Class 11 contains 17707 members 
Mstep: Class 12 contains 4200 members 
Mstep: Class 13 contains 223018 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1750 members 
Mstep: Class 17 contains 38805 members 
Mstep: Class 19 contains 55713 members 
Mstep: Class 20 contains 199813 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773264.000000 Penalty: 71150.023438
Iteration 243Q: 22 clusters Score -1.047733e+08 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 13954 members 
Mstep: Class 3 contains 53843 members 
Mstep: Class 4 contains 36226 members 
Mstep: Class 5 contains 6091 members 
Mstep: Class 6 contains 2979 members 
Mstep: Class 7 contains 31273 members 
Mstep: Class 8 contains 32490 members 
Mstep: Class 9 contains 6562 members 
Mstep: Class 10 contains 100361 members 
Mstep: Class 11 contains 17588 members 
Mstep: Class 12 contains 4204 members 
Mstep: Class 13 contains 223585 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1748 members 
Mstep: Class 17 contains 38798 members 
Mstep: Class 19 contains 55681 members 
Mstep: Class 20 contains 199572 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773184.000000 Penalty: 71150.023438
Iteration 244Q: 22 clusters Score -1.047732e+08 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 13933 members 
Mstep: Class 3 contains 53858 members 
Mstep: Class 4 contains 36204 members 
Mstep: Class 5 contains 6090 members 
Mstep: Class 6 contains 2977 members 
Mstep: Class 7 contains 31280 members 
Mstep: Class 8 contains 32449 members 
Mstep: Class 9 contains 6561 members 
Mstep: Class 10 contains 100247 members 
Mstep: Class 11 contains 17479 members 
Mstep: Class 12 contains 4203 members 
Mstep: Class 13 contains 224143 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1744 members 
Mstep: Class 17 contains 38793 members 
Mstep: Class 19 contains 55661 members 
Mstep: Class 20 contains 199335 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773040.000000 Penalty: 71150.023438
Iteration 245Q: 22 clusters Score -1.04773e+08 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 13910 members 
Mstep: Class 3 contains 53860 members 
Mstep: Class 4 contains 36180 members 
Mstep: Class 5 contains 6090 members 
Mstep: Class 6 contains 2975 members 
Mstep: Class 7 contains 31299 members 
Mstep: Class 8 contains 32405 members 
Mstep: Class 9 contains 6561 members 
Mstep: Class 10 contains 100148 members 
Mstep: Class 11 contains 17379 members 
Mstep: Class 12 contains 4201 members 
Mstep: Class 13 contains 224664 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1746 members 
Mstep: Class 17 contains 38787 members 
Mstep: Class 19 contains 55648 members 
Mstep: Class 20 contains 199110 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104772752.000000 Penalty: 71150.023438
Iteration 246Q: 22 clusters Score -1.047728e+08 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21835 members 
Mstep: Class 2 contains 13887 members 
Mstep: Class 3 contains 53865 members 
Mstep: Class 4 contains 36155 members 
Mstep: Class 5 contains 6090 members 
Mstep: Class 6 contains 2975 members 
Mstep: Class 7 contains 31314 members 
Mstep: Class 8 contains 32360 members 
Mstep: Class 9 contains 6561 members 
Mstep: Class 10 contains 100077 members 
Mstep: Class 11 contains 17263 members 
Mstep: Class 12 contains 4200 members 
Mstep: Class 13 contains 225191 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1745 members 
Mstep: Class 17 contains 38791 members 
Mstep: Class 19 contains 55622 members 
Mstep: Class 20 contains 198867 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104772992.000000 Penalty: 71150.023438
Iteration 247Q: 22 clusters Score -1.04773e+08 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 13860 members 
Mstep: Class 3 contains 53869 members 
Mstep: Class 4 contains 36125 members 
Mstep: Class 5 contains 6090 members 
Mstep: Class 6 contains 2976 members 
Mstep: Class 7 contains 31311 members 
Mstep: Class 8 contains 32317 members 
Mstep: Class 9 contains 6562 members 
Mstep: Class 10 contains 100037 members 
Mstep: Class 11 contains 17167 members 
Mstep: Class 12 contains 4197 members 
Mstep: Class 13 contains 225704 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1741 members 
Mstep: Class 17 contains 38787 members 
Mstep: Class 19 contains 55600 members 
Mstep: Class 20 contains 198620 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773120.000000 Penalty: 71150.023438
Iteration 248Q: 22 clusters Score -1.047731e+08 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 13832 members 
Mstep: Class 3 contains 53885 members 
Mstep: Class 4 contains 36112 members 
Mstep: Class 5 contains 6090 members 
Mstep: Class 6 contains 2971 members 
Mstep: Class 7 contains 31313 members 
Mstep: Class 8 contains 32277 members 
Mstep: Class 9 contains 6562 members 
Mstep: Class 10 contains 99971 members 
Mstep: Class 11 contains 17084 members 
Mstep: Class 12 contains 4197 members 
Mstep: Class 13 contains 226266 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1737 members 
Mstep: Class 17 contains 38781 members 
Mstep: Class 19 contains 55574 members 
Mstep: Class 20 contains 198310 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104772936.000000 Penalty: 71150.023438
Iteration 249Q: 22 clusters Score -1.047729e+08 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 13801 members 
Mstep: Class 3 contains 53903 members 
Mstep: Class 4 contains 36107 members 
Mstep: Class 5 contains 6090 members 
Mstep: Class 6 contains 2966 members 
Mstep: Class 7 contains 31319 members 
Mstep: Class 8 contains 32236 members 
Mstep: Class 9 contains 6562 members 
Mstep: Class 10 contains 99897 members 
Mstep: Class 11 contains 17014 members 
Mstep: Class 12 contains 4197 members 
Mstep: Class 13 contains 226786 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1742 members 
Mstep: Class 17 contains 38781 members 
Mstep: Class 19 contains 55551 members 
Mstep: Class 20 contains 198005 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104772944.000000 Penalty: 71150.023438
Iteration 250Q: 22 clusters Score -1.047729e+08 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 13778 members 
Mstep: Class 3 contains 53917 members 
Mstep: Class 4 contains 36093 members 
Mstep: Class 5 contains 6089 members 
Mstep: Class 6 contains 2968 members 
Mstep: Class 7 contains 31327 members 
Mstep: Class 8 contains 32197 members 
Mstep: Class 9 contains 6562 members 
Mstep: Class 10 contains 99829 members 
Mstep: Class 11 contains 16938 members 
Mstep: Class 12 contains 4199 members 
Mstep: Class 13 contains 227345 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1739 members 
Mstep: Class 17 contains 38785 members 
Mstep: Class 19 contains 55512 members 
Mstep: Class 20 contains 197669 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773104.000000 Penalty: 71150.023438
Iteration 251Q: 22 clusters Score -1.047731e+08 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 13765 members 
Mstep: Class 3 contains 53940 members 
Mstep: Class 4 contains 36083 members 
Mstep: Class 5 contains 6088 members 
Mstep: Class 6 contains 2969 members 
Mstep: Class 7 contains 31340 members 
Mstep: Class 8 contains 32155 members 
Mstep: Class 9 contains 6561 members 
Mstep: Class 10 contains 99796 members 
Mstep: Class 11 contains 16865 members 
Mstep: Class 12 contains 4202 members 
Mstep: Class 13 contains 227864 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1737 members 
Mstep: Class 17 contains 38790 members 
Mstep: Class 19 contains 55473 members 
Mstep: Class 20 contains 197317 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773192.000000 Penalty: 71150.023438
Iteration 252Q: 22 clusters Score -1.047732e+08 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 13760 members 
Mstep: Class 3 contains 53955 members 
Mstep: Class 4 contains 36070 members 
Mstep: Class 5 contains 6088 members 
Mstep: Class 6 contains 2973 members 
Mstep: Class 7 contains 31347 members 
Mstep: Class 8 contains 32107 members 
Mstep: Class 9 contains 6561 members 
Mstep: Class 10 contains 99755 members 
Mstep: Class 11 contains 16801 members 
Mstep: Class 12 contains 4202 members 
Mstep: Class 13 contains 228367 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1734 members 
Mstep: Class 17 contains 38794 members 
Mstep: Class 19 contains 55443 members 
Mstep: Class 20 contains 196986 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773408.000000 Penalty: 71150.023438
Iteration 253Q: 22 clusters Score -1.047734e+08 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 13749 members 
Mstep: Class 3 contains 53979 members 
Mstep: Class 4 contains 36065 members 
Mstep: Class 5 contains 6088 members 
Mstep: Class 6 contains 2977 members 
Mstep: Class 7 contains 31363 members 
Mstep: Class 8 contains 32051 members 
Mstep: Class 9 contains 6561 members 
Mstep: Class 10 contains 99733 members 
Mstep: Class 11 contains 16727 members 
Mstep: Class 12 contains 4202 members 
Mstep: Class 13 contains 228813 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1730 members 
Mstep: Class 17 contains 38791 members 
Mstep: Class 19 contains 55423 members 
Mstep: Class 20 contains 196690 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773416.000000 Penalty: 71150.023438
Iteration 254Q: 22 clusters Score -1.047734e+08 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 13737 members 
Mstep: Class 3 contains 54010 members 
Mstep: Class 4 contains 36055 members 
Mstep: Class 5 contains 6087 members 
Mstep: Class 6 contains 2973 members 
Mstep: Class 7 contains 31388 members 
Mstep: Class 8 contains 31987 members 
Mstep: Class 9 contains 6559 members 
Mstep: Class 10 contains 99684 members 
Mstep: Class 11 contains 16676 members 
Mstep: Class 12 contains 4202 members 
Mstep: Class 13 contains 229234 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1726 members 
Mstep: Class 17 contains 38780 members 
Mstep: Class 19 contains 55412 members 
Mstep: Class 20 contains 196431 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773592.000000 Penalty: 71150.023438
Iteration 255Q: 22 clusters Score -1.047736e+08 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 13733 members 
Mstep: Class 3 contains 54032 members 
Mstep: Class 4 contains 36049 members 
Mstep: Class 5 contains 6086 members 
Mstep: Class 6 contains 2968 members 
Mstep: Class 7 contains 31398 members 
Mstep: Class 8 contains 31930 members 
Mstep: Class 9 contains 6558 members 
Mstep: Class 10 contains 99643 members 
Mstep: Class 11 contains 16632 members 
Mstep: Class 12 contains 4203 members 
Mstep: Class 13 contains 229703 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1723 members 
Mstep: Class 17 contains 38770 members 
Mstep: Class 19 contains 55395 members 
Mstep: Class 20 contains 196125 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773456.000000 Penalty: 71150.023438
Iteration 256Q: 22 clusters Score -1.047735e+08 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 13727 members 
Mstep: Class 3 contains 54054 members 
Mstep: Class 4 contains 36050 members 
Mstep: Class 5 contains 6086 members 
Mstep: Class 6 contains 2963 members 
Mstep: Class 7 contains 31408 members 
Mstep: Class 8 contains 31881 members 
Mstep: Class 9 contains 6557 members 
Mstep: Class 10 contains 99581 members 
Mstep: Class 11 contains 16579 members 
Mstep: Class 12 contains 4198 members 
Mstep: Class 13 contains 230192 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1723 members 
Mstep: Class 17 contains 38766 members 
Mstep: Class 19 contains 55370 members 
Mstep: Class 20 contains 195817 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773648.000000 Penalty: 71150.023438
Iteration 257Q: 22 clusters Score -1.047736e+08 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 13722 members 
Mstep: Class 3 contains 54086 members 
Mstep: Class 4 contains 36042 members 
Mstep: Class 5 contains 6086 members 
Mstep: Class 6 contains 2960 members 
Mstep: Class 7 contains 31393 members 
Mstep: Class 8 contains 31824 members 
Mstep: Class 9 contains 6557 members 
Mstep: Class 10 contains 99548 members 
Mstep: Class 11 contains 16544 members 
Mstep: Class 12 contains 4195 members 
Mstep: Class 13 contains 230711 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1724 members 
Mstep: Class 17 contains 38763 members 
Mstep: Class 19 contains 55335 members 
Mstep: Class 20 contains 195469 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773624.000000 Penalty: 71150.023438
Iteration 258Q: 22 clusters Score -1.047736e+08 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 13713 members 
Mstep: Class 3 contains 54106 members 
Mstep: Class 4 contains 36034 members 
Mstep: Class 5 contains 6088 members 
Mstep: Class 6 contains 2960 members 
Mstep: Class 7 contains 31380 members 
Mstep: Class 8 contains 31760 members 
Mstep: Class 9 contains 6557 members 
Mstep: Class 10 contains 99488 members 
Mstep: Class 11 contains 16507 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 231275 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1723 members 
Mstep: Class 17 contains 38757 members 
Mstep: Class 19 contains 55295 members 
Mstep: Class 20 contains 195130 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773584.000000 Penalty: 71150.023438
Iteration 259Q: 22 clusters Score -1.047736e+08 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 13705 members 
Mstep: Class 3 contains 54100 members 
Mstep: Class 4 contains 36031 members 
Mstep: Class 5 contains 6087 members 
Mstep: Class 6 contains 2958 members 
Mstep: Class 7 contains 31367 members 
Mstep: Class 8 contains 31693 members 
Mstep: Class 9 contains 6557 members 
Mstep: Class 10 contains 99412 members 
Mstep: Class 11 contains 16468 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 231789 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1723 members 
Mstep: Class 17 contains 38761 members 
Mstep: Class 19 contains 55272 members 
Mstep: Class 20 contains 194855 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773648.000000 Penalty: 71150.023438
Iteration 260F: 22 clusters Score -1.047736e+08 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 13692 members 
Mstep: Class 3 contains 54082 members 
Mstep: Class 4 contains 36025 members 
Mstep: Class 5 contains 6087 members 
Mstep: Class 6 contains 2955 members 
Mstep: Class 7 contains 31357 members 
Mstep: Class 8 contains 31612 members 
Mstep: Class 9 contains 6557 members 
Mstep: Class 10 contains 99308 members 
Mstep: Class 11 contains 16433 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 232309 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1722 members 
Mstep: Class 17 contains 38759 members 
Mstep: Class 19 contains 55250 members 
Mstep: Class 20 contains 194623 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773448.000000 Penalty: 71150.023438
Iteration 261Q: 22 clusters Score -1.047734e+08 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 13683 members 
Mstep: Class 3 contains 54078 members 
Mstep: Class 4 contains 36013 members 
Mstep: Class 5 contains 6085 members 
Mstep: Class 6 contains 2951 members 
Mstep: Class 7 contains 31355 members 
Mstep: Class 8 contains 31530 members 
Mstep: Class 9 contains 6558 members 
Mstep: Class 10 contains 99227 members 
Mstep: Class 11 contains 16403 members 
Mstep: Class 12 contains 4194 members 
Mstep: Class 13 contains 232812 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1721 members 
Mstep: Class 17 contains 38753 members 
Mstep: Class 19 contains 55219 members 
Mstep: Class 20 contains 194374 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773664.000000 Penalty: 71150.023438
Iteration 262Q: 22 clusters Score -1.047737e+08 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 13671 members 
Mstep: Class 3 contains 54075 members 
Mstep: Class 4 contains 35998 members 
Mstep: Class 5 contains 6084 members 
Mstep: Class 6 contains 2948 members 
Mstep: Class 7 contains 31357 members 
Mstep: Class 8 contains 31468 members 
Mstep: Class 9 contains 6558 members 
Mstep: Class 10 contains 99136 members 
Mstep: Class 11 contains 16369 members 
Mstep: Class 12 contains 4197 members 
Mstep: Class 13 contains 233282 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1719 members 
Mstep: Class 17 contains 38749 members 
Mstep: Class 19 contains 55183 members 
Mstep: Class 20 contains 194159 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773568.000000 Penalty: 71150.023438
Iteration 263Q: 22 clusters Score -1.047736e+08 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 13660 members 
Mstep: Class 3 contains 54081 members 
Mstep: Class 4 contains 35991 members 
Mstep: Class 5 contains 6084 members 
Mstep: Class 6 contains 2946 members 
Mstep: Class 7 contains 31345 members 
Mstep: Class 8 contains 31417 members 
Mstep: Class 9 contains 6559 members 
Mstep: Class 10 contains 99056 members 
Mstep: Class 11 contains 16337 members 
Mstep: Class 12 contains 4203 members 
Mstep: Class 13 contains 233712 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1716 members 
Mstep: Class 17 contains 38746 members 
Mstep: Class 19 contains 55161 members 
Mstep: Class 20 contains 193944 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773632.000000 Penalty: 71150.023438
Iteration 264Q: 22 clusters Score -1.047736e+08 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 13652 members 
Mstep: Class 3 contains 54060 members 
Mstep: Class 4 contains 35985 members 
Mstep: Class 5 contains 6084 members 
Mstep: Class 6 contains 2947 members 
Mstep: Class 7 contains 31341 members 
Mstep: Class 8 contains 31369 members 
Mstep: Class 9 contains 6559 members 
Mstep: Class 10 contains 98982 members 
Mstep: Class 11 contains 16305 members 
Mstep: Class 12 contains 4202 members 
Mstep: Class 13 contains 234203 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1712 members 
Mstep: Class 17 contains 38748 members 
Mstep: Class 19 contains 55139 members 
Mstep: Class 20 contains 193667 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773736.000000 Penalty: 71150.023438
Iteration 265Q: 22 clusters Score -1.047737e+08 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 13653 members 
Mstep: Class 3 contains 54044 members 
Mstep: Class 4 contains 35973 members 
Mstep: Class 5 contains 6084 members 
Mstep: Class 6 contains 2946 members 
Mstep: Class 7 contains 31336 members 
Mstep: Class 8 contains 31331 members 
Mstep: Class 9 contains 6558 members 
Mstep: Class 10 contains 98910 members 
Mstep: Class 11 contains 16272 members 
Mstep: Class 12 contains 4202 members 
Mstep: Class 13 contains 234666 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1707 members 
Mstep: Class 17 contains 38738 members 
Mstep: Class 19 contains 55126 members 
Mstep: Class 20 contains 193404 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104773768.000000 Penalty: 71150.023438
Iteration 266Q: 22 clusters Score -1.047738e+08 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 13650 members 
Mstep: Class 3 contains 54049 members 
Mstep: Class 4 contains 35953 members 
Mstep: Class 5 contains 6083 members 
Mstep: Class 6 contains 2944 members 
Mstep: Class 7 contains 31342 members 
Mstep: Class 8 contains 31287 members 
Mstep: Class 9 contains 6557 members 
Mstep: Class 10 contains 98840 members 
Mstep: Class 11 contains 16247 members 
Mstep: Class 12 contains 4201 members 
Mstep: Class 13 contains 235098 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1702 members 
Mstep: Class 17 contains 38734 members 
Mstep: Class 19 contains 55100 members 
Mstep: Class 20 contains 193156 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5574 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 267Q: 22 clusters Score -1.047739e+08 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 13653 members 
Mstep: Class 3 contains 54026 members 
Mstep: Class 4 contains 35938 members 
Mstep: Class 5 contains 6083 members 
Mstep: Class 6 contains 2937 members 
Mstep: Class 7 contains 31348 members 
Mstep: Class 8 contains 31238 members 
Mstep: Class 9 contains 6557 members 
Mstep: Class 10 contains 98783 members 
Mstep: Class 11 contains 16212 members 
Mstep: Class 12 contains 4203 members 
Mstep: Class 13 contains 235496 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 38734 members 
Mstep: Class 19 contains 55076 members 
Mstep: Class 20 contains 192967 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5573 members 
Entering Unmasked Estep 
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Iteration 268Q: 22 clusters Score -1.047739e+08 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 13652 members 
Mstep: Class 3 contains 54019 members 
Mstep: Class 4 contains 35931 members 
Mstep: Class 5 contains 6083 members 
Mstep: Class 6 contains 2930 members 
Mstep: Class 7 contains 31358 members 
Mstep: Class 8 contains 31186 members 
Mstep: Class 9 contains 6556 members 
Mstep: Class 10 contains 98730 members 
Mstep: Class 11 contains 16178 members 
Mstep: Class 12 contains 4204 members 
Mstep: Class 13 contains 235917 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1692 members 
Mstep: Class 17 contains 38729 members 
Mstep: Class 19 contains 55066 members 
Mstep: Class 20 contains 192718 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5573 members 
Entering Unmasked Estep 
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Score: -104773960.000000 Penalty: 71150.023438
Iteration 269Q: 22 clusters Score -1.04774e+08 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 13650 members 
Mstep: Class 3 contains 54008 members 
Mstep: Class 4 contains 35929 members 
Mstep: Class 5 contains 6083 members 
Mstep: Class 6 contains 2926 members 
Mstep: Class 7 contains 31371 members 
Mstep: Class 8 contains 31134 members 
Mstep: Class 9 contains 6556 members 
Mstep: Class 10 contains 98665 members 
Mstep: Class 11 contains 16156 members 
Mstep: Class 12 contains 4201 members 
Mstep: Class 13 contains 236310 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1688 members 
Mstep: Class 17 contains 38725 members 
Mstep: Class 19 contains 55070 members 
Mstep: Class 20 contains 192476 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5573 members 
Entering Unmasked Estep 
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Score: -104773944.000000 Penalty: 71150.023438
Iteration 270Q: 22 clusters Score -1.047739e+08 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 13645 members 
Mstep: Class 3 contains 54000 members 
Mstep: Class 4 contains 35923 members 
Mstep: Class 5 contains 6083 members 
Mstep: Class 6 contains 2922 members 
Mstep: Class 7 contains 31403 members 
Mstep: Class 8 contains 31081 members 
Mstep: Class 9 contains 6556 members 
Mstep: Class 10 contains 98611 members 
Mstep: Class 11 contains 16137 members 
Mstep: Class 12 contains 4200 members 
Mstep: Class 13 contains 236703 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 38710 members 
Mstep: Class 19 contains 55068 members 
Mstep: Class 20 contains 192223 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5573 members 
Entering Unmasked Estep 
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Iteration 271Q: 22 clusters Score -1.047739e+08 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 13635 members 
Mstep: Class 3 contains 53985 members 
Mstep: Class 4 contains 35921 members 
Mstep: Class 5 contains 6082 members 
Mstep: Class 6 contains 2919 members 
Mstep: Class 7 contains 31418 members 
Mstep: Class 8 contains 31041 members 
Mstep: Class 9 contains 6556 members 
Mstep: Class 10 contains 98542 members 
Mstep: Class 11 contains 16122 members 
Mstep: Class 12 contains 4198 members 
Mstep: Class 13 contains 237146 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 38699 members 
Mstep: Class 19 contains 55073 members 
Mstep: Class 20 contains 191924 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104774040.000000 Penalty: 71150.023438
Iteration 272Q: 22 clusters Score -1.04774e+08 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21879 members 
Mstep: Class 2 contains 13621 members 
Mstep: Class 3 contains 53982 members 
Mstep: Class 4 contains 35907 members 
Mstep: Class 5 contains 6082 members 
Mstep: Class 6 contains 2915 members 
Mstep: Class 7 contains 31413 members 
Mstep: Class 8 contains 31007 members 
Mstep: Class 9 contains 6556 members 
Mstep: Class 10 contains 98475 members 
Mstep: Class 11 contains 16107 members 
Mstep: Class 12 contains 4201 members 
Mstep: Class 13 contains 237587 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 17 contains 38687 members 
Mstep: Class 19 contains 55083 members 
Mstep: Class 20 contains 191640 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104774000.000000 Penalty: 71150.023438
Iteration 273Q: 22 clusters Score -1.04774e+08 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 13613 members 
Mstep: Class 3 contains 53990 members 
Mstep: Class 4 contains 35889 members 
Mstep: Class 5 contains 6082 members 
Mstep: Class 6 contains 2912 members 
Mstep: Class 7 contains 31398 members 
Mstep: Class 8 contains 30970 members 
Mstep: Class 9 contains 6556 members 
Mstep: Class 10 contains 98411 members 
Mstep: Class 11 contains 16085 members 
Mstep: Class 12 contains 4199 members 
Mstep: Class 13 contains 238005 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1685 members 
Mstep: Class 17 contains 38676 members 
Mstep: Class 19 contains 55082 members 
Mstep: Class 20 contains 191394 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104774024.000000 Penalty: 71150.023438
Iteration 274Q: 22 clusters Score -1.04774e+08 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21878 members 
Mstep: Class 2 contains 13602 members 
Mstep: Class 3 contains 54000 members 
Mstep: Class 4 contains 35879 members 
Mstep: Class 5 contains 6082 members 
Mstep: Class 6 contains 2912 members 
Mstep: Class 7 contains 31388 members 
Mstep: Class 8 contains 30936 members 
Mstep: Class 9 contains 6556 members 
Mstep: Class 10 contains 98347 members 
Mstep: Class 11 contains 16054 members 
Mstep: Class 12 contains 4194 members 
Mstep: Class 13 contains 238433 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 17 contains 38666 members 
Mstep: Class 19 contains 55083 members 
Mstep: Class 20 contains 191131 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104774224.000000 Penalty: 71150.023438
Iteration 275Q: 22 clusters Score -1.047742e+08 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 13589 members 
Mstep: Class 3 contains 54009 members 
Mstep: Class 4 contains 35872 members 
Mstep: Class 5 contains 6082 members 
Mstep: Class 6 contains 2910 members 
Mstep: Class 7 contains 31372 members 
Mstep: Class 8 contains 30899 members 
Mstep: Class 9 contains 6556 members 
Mstep: Class 10 contains 98268 members 
Mstep: Class 11 contains 16033 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 238826 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1684 members 
Mstep: Class 17 contains 38660 members 
Mstep: Class 19 contains 55090 members 
Mstep: Class 20 contains 190894 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104774088.000000 Penalty: 71150.023438
Iteration 276Q: 22 clusters Score -1.047741e+08 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 13577 members 
Mstep: Class 3 contains 53999 members 
Mstep: Class 4 contains 35866 members 
Mstep: Class 5 contains 6082 members 
Mstep: Class 6 contains 2909 members 
Mstep: Class 7 contains 31358 members 
Mstep: Class 8 contains 30858 members 
Mstep: Class 9 contains 6556 members 
Mstep: Class 10 contains 98213 members 
Mstep: Class 11 contains 16015 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 239195 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1684 members 
Mstep: Class 17 contains 38656 members 
Mstep: Class 19 contains 55093 members 
Mstep: Class 20 contains 190685 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104774112.000000 Penalty: 71150.023438
Iteration 277Q: 22 clusters Score -1.047741e+08 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 13570 members 
Mstep: Class 3 contains 53973 members 
Mstep: Class 4 contains 35850 members 
Mstep: Class 5 contains 6082 members 
Mstep: Class 6 contains 2907 members 
Mstep: Class 7 contains 31340 members 
Mstep: Class 8 contains 30812 members 
Mstep: Class 9 contains 6557 members 
Mstep: Class 10 contains 98170 members 
Mstep: Class 11 contains 15999 members 
Mstep: Class 12 contains 4192 members 
Mstep: Class 13 contains 239519 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1684 members 
Mstep: Class 17 contains 38634 members 
Mstep: Class 19 contains 55111 members 
Mstep: Class 20 contains 190537 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104774256.000000 Penalty: 71150.023438
Iteration 278Q: 22 clusters Score -1.047743e+08 nChanged 1062
Entering ConstructFrom: 
Score: -104774256.000000 Penalty: 71150.023438
Entering ConstructFrom: 
Trying to split cluster 1 (21883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Entering Unmasked Estep 
Score: -2631132.000000 Penalty: 2478.379395
	Iteration 0F: 2 clusters Score -2631132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -2615887.000000 Penalty: 4956.758789
	Iteration 0F: 3 clusters Score -2615887 nChanged 9752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -2621137.500000 Penalty: 4956.758789
	Iteration 1F: 3 clusters Score -2621138 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12185 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -2621585.500000 Penalty: 4956.758789
	Iteration 2F: 3 clusters Score -2621586 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -2621977.500000 Penalty: 4956.758789
	Iteration 3Q: 3 clusters Score -2621978 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -2622364.000000 Penalty: 4956.758789
	Iteration 4Q: 3 clusters Score -2622364 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -2622836.000000 Penalty: 4956.758789
	Iteration 5Q: 3 clusters Score -2622836 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -2623479.750000 Penalty: 4956.758789
	Iteration 6F: 3 clusters Score -2623480 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -2624407.000000 Penalty: 4956.758789
	Iteration 7F: 3 clusters Score -2624407 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -2625644.500000 Penalty: 4956.758789
	Iteration 8F: 3 clusters Score -2625644 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2626872.750000 Penalty: 4956.758789
	Iteration 9F: 3 clusters Score -2626873 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20501 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2627820.750000 Penalty: 4956.758789
	Iteration 10Q: 3 clusters Score -2627821 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2628327.000000 Penalty: 4956.758789
	Iteration 11Q: 3 clusters Score -2628327 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2628578.250000 Penalty: 4956.758789
	Iteration 12Q: 3 clusters Score -2628578 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2628740.750000 Penalty: 4956.758789
	Iteration 13Q: 3 clusters Score -2628741 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2628835.250000 Penalty: 4956.758789
	Iteration 14Q: 3 clusters Score -2628835 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -2628887.500000 Penalty: 4956.758789
	Iteration 15Q: 3 clusters Score -2628888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2628913.000000 Penalty: 4956.758789
	Iteration 16Q: 3 clusters Score -2628913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2628932.750000 Penalty: 4956.758789
	Iteration 17Q: 3 clusters Score -2628933 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2628943.750000 Penalty: 4956.758789
	Iteration 18Q: 3 clusters Score -2628944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2628957.000000 Penalty: 4956.758789
	Iteration 19Q: 3 clusters Score -2628957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -2628959.750000 Penalty: 4956.758789
	Iteration 20F: 3 clusters Score -2628960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2628963.750000 Penalty: 4956.758789
	Iteration 21Q: 3 clusters Score -2628964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -2628963.750000 Penalty: 4956.758789
	Iteration 22F: 3 clusters Score -2628964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Entering Unmasked Estep 
Score: -1692558.750000 Penalty: 2359.744873
	Iteration 0F: 2 clusters Score -1692559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1682639.125000 Penalty: 4719.489746
	Iteration 0F: 3 clusters Score -1682639 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1685707.750000 Penalty: 4719.489746
	Iteration 1F: 3 clusters Score -1685708 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1686109.500000 Penalty: 4719.489746
	Iteration 2F: 3 clusters Score -1686110 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1686425.875000 Penalty: 4719.489746
	Iteration 3F: 3 clusters Score -1686426 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1686684.250000 Penalty: 4719.489746
	Iteration 4Q: 3 clusters Score -1686684 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1686896.625000 Penalty: 4719.489746
	Iteration 5Q: 3 clusters Score -1686897 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -1687079.000000 Penalty: 4719.489746
	Iteration 6Q: 3 clusters Score -1687079 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1687245.875000 Penalty: 4719.489746
	Iteration 7Q: 3 clusters Score -1687246 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1687401.000000 Penalty: 4719.489746
	Iteration 8Q: 3 clusters Score -1687401 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -1687528.875000 Penalty: 4719.489746
	Iteration 9Q: 3 clusters Score -1687529 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1687666.625000 Penalty: 4719.489746
	Iteration 10Q: 3 clusters Score -1687667 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1687818.375000 Penalty: 4719.489746
	Iteration 11Q: 3 clusters Score -1687818 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1687980.625000 Penalty: 4719.489746
	Iteration 12Q: 3 clusters Score -1687981 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -1688183.375000 Penalty: 4719.489746
	Iteration 13Q: 3 clusters Score -1688183 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1688379.500000 Penalty: 4719.489746
	Iteration 14Q: 3 clusters Score -1688380 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1688540.375000 Penalty: 4719.489746
	Iteration 15Q: 3 clusters Score -1688540 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -1688694.875000 Penalty: 4719.489746
	Iteration 16Q: 3 clusters Score -1688695 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1688846.625000 Penalty: 4719.489746
	Iteration 17Q: 3 clusters Score -1688847 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1688989.875000 Penalty: 4719.489746
	Iteration 18Q: 3 clusters Score -1688990 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -1689111.625000 Penalty: 4719.489746
	Iteration 19Q: 3 clusters Score -1689112 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1689250.125000 Penalty: 4719.489746
	Iteration 20F: 3 clusters Score -1689250 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1689398.500000 Penalty: 4719.489746
	Iteration 21Q: 3 clusters Score -1689398 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1689537.625000 Penalty: 4719.489746
	Iteration 22Q: 3 clusters Score -1689538 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1689666.125000 Penalty: 4719.489746
	Iteration 23Q: 3 clusters Score -1689666 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1689765.750000 Penalty: 4719.489746
	Iteration 24Q: 3 clusters Score -1689766 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1689851.500000 Penalty: 4719.489746
	Iteration 25Q: 3 clusters Score -1689852 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1689915.750000 Penalty: 4719.489746
	Iteration 26Q: 3 clusters Score -1689916 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1689964.500000 Penalty: 4719.489746
	Iteration 27Q: 3 clusters Score -1689964 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1690001.125000 Penalty: 4719.489746
	Iteration 28Q: 3 clusters Score -1690001 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1690032.000000 Penalty: 4719.489746
	Iteration 29Q: 3 clusters Score -1690032 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1690058.375000 Penalty: 4719.489746
	Iteration 30Q: 3 clusters Score -1690058 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1690081.750000 Penalty: 4719.489746
	Iteration 31Q: 3 clusters Score -1690082 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1690112.000000 Penalty: 4719.489746
	Iteration 32Q: 3 clusters Score -1690112 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1690140.000000 Penalty: 4719.489746
	Iteration 33Q: 3 clusters Score -1690140 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1690186.875000 Penalty: 4719.489746
	Iteration 34Q: 3 clusters Score -1690187 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1690228.125000 Penalty: 4719.489746
	Iteration 35Q: 3 clusters Score -1690228 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1690285.625000 Penalty: 4719.489746
	Iteration 36Q: 3 clusters Score -1690286 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1690361.500000 Penalty: 4719.489746
	Iteration 37Q: 3 clusters Score -1690362 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1690455.375000 Penalty: 4719.489746
	Iteration 38Q: 3 clusters Score -1690455 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1690554.250000 Penalty: 4719.489746
	Iteration 39Q: 3 clusters Score -1690554 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1690642.750000 Penalty: 4719.489746
	Iteration 40F: 3 clusters Score -1690643 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1690722.875000 Penalty: 4719.489746
	Iteration 41Q: 3 clusters Score -1690723 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1690823.875000 Penalty: 4719.489746
	Iteration 42Q: 3 clusters Score -1690824 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1690914.500000 Penalty: 4719.489746
	Iteration 43Q: 3 clusters Score -1690914 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1691005.000000 Penalty: 4719.489746
	Iteration 44Q: 3 clusters Score -1691005 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1691107.750000 Penalty: 4719.489746
	Iteration 45Q: 3 clusters Score -1691108 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1691204.750000 Penalty: 4719.489746
	Iteration 46Q: 3 clusters Score -1691205 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -1691301.625000 Penalty: 4719.489746
	Iteration 47Q: 3 clusters Score -1691302 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1691387.250000 Penalty: 4719.489746
	Iteration 48Q: 3 clusters Score -1691387 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -1691447.125000 Penalty: 4719.489746
	Iteration 49Q: 3 clusters Score -1691447 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1691483.000000 Penalty: 4719.489746
	Iteration 50Q: 3 clusters Score -1691483 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1691512.625000 Penalty: 4719.489746
	Iteration 51Q: 3 clusters Score -1691513 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1691536.875000 Penalty: 4719.489746
	Iteration 52Q: 3 clusters Score -1691537 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1691553.875000 Penalty: 4719.489746
	Iteration 53Q: 3 clusters Score -1691554 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1691568.625000 Penalty: 4719.489746
	Iteration 54Q: 3 clusters Score -1691569 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1691576.875000 Penalty: 4719.489746
	Iteration 55Q: 3 clusters Score -1691577 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -1691587.125000 Penalty: 4719.489746
	Iteration 56Q: 3 clusters Score -1691587 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1691588.750000 Penalty: 4719.489746
	Iteration 57Q: 3 clusters Score -1691589 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1691594.625000 Penalty: 4719.489746
	Iteration 58Q: 3 clusters Score -1691595 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1691599.750000 Penalty: 4719.489746
	Iteration 59Q: 3 clusters Score -1691600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1691603.875000 Penalty: 4719.489746
	Iteration 60F: 3 clusters Score -1691604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1691603.500000 Penalty: 4719.489746
	Iteration 61Q: 3 clusters Score -1691604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1691605.125000 Penalty: 4719.489746
	Iteration 62Q: 3 clusters Score -1691605 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1691606.750000 Penalty: 4719.489746
	Iteration 63Q: 3 clusters Score -1691607 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -1691612.625000 Penalty: 4719.489746
	Iteration 64Q: 3 clusters Score -1691613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1691610.875000 Penalty: 4719.489746
	Iteration 65Q: 3 clusters Score -1691611 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1691612.875000 Penalty: 4719.489746
	Iteration 66Q: 3 clusters Score -1691613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -1691614.875000 Penalty: 4719.489746
	Iteration 67Q: 3 clusters Score -1691615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1691615.000000 Penalty: 4719.489746
	Iteration 68Q: 3 clusters Score -1691615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1691613.000000 Penalty: 4719.489746
	Iteration 69Q: 3 clusters Score -1691613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1691616.250000 Penalty: 4719.489746
	Iteration 70Q: 3 clusters Score -1691616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -1691616.750000 Penalty: 4719.489746
	Iteration 71Q: 3 clusters Score -1691617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -1691616.625000 Penalty: 4719.489746
	Iteration 72Q: 3 clusters Score -1691617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -1691617.125000 Penalty: 4719.489746
	Iteration 73Q: 3 clusters Score -1691617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1691618.125000 Penalty: 4719.489746
	Iteration 74Q: 3 clusters Score -1691618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1691618.250000 Penalty: 4719.489746
	Iteration 75Q: 3 clusters Score -1691618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -1691621.375000 Penalty: 4719.489746
	Iteration 76Q: 3 clusters Score -1691621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1691619.875000 Penalty: 4719.489746
	Iteration 77Q: 3 clusters Score -1691620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1691619.875000 Penalty: 4719.489746
	Iteration 78F: 3 clusters Score -1691620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (53950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53950 members 
Entering Unmasked Estep 
Score: -6773687.000000 Penalty: 2702.161621
	Iteration 0F: 2 clusters Score -6773687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -6737295.500000 Penalty: 5404.323242
	Iteration 0F: 3 clusters Score -6737296 nChanged 24947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -6751044.500000 Penalty: 5404.323242
	Iteration 1F: 3 clusters Score -6751044 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 27780 members 
Entering Unmasked Estep 
Score: -6751684.000000 Penalty: 5404.323242
	Iteration 2Q: 3 clusters Score -6751684 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -6752288.500000 Penalty: 5404.323242
	Iteration 3Q: 3 clusters Score -6752288 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -6753066.000000 Penalty: 5404.323242
	Iteration 4Q: 3 clusters Score -6753066 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 30401 members 
Entering Unmasked Estep 
Score: -6754122.000000 Penalty: 5404.323242
	Iteration 5Q: 3 clusters Score -6754122 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -6755442.500000 Penalty: 5404.323242
	Iteration 6F: 3 clusters Score -6755442 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 34086 members 
Entering Unmasked Estep 
Score: -6757361.500000 Penalty: 5404.323242
	Iteration 7F: 3 clusters Score -6757362 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -6759880.500000 Penalty: 5404.323242
	Iteration 8F: 3 clusters Score -6759880 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 39100 members 
Entering Unmasked Estep 
Score: -6762776.500000 Penalty: 5404.323242
	Iteration 9F: 3 clusters Score -6762776 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 41222 members 
Entering Unmasked Estep 
Score: -6765327.500000 Penalty: 5404.323242
	Iteration 10F: 3 clusters Score -6765328 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 42641 members 
Entering Unmasked Estep 
Score: -6766957.500000 Penalty: 5404.323242
	Iteration 11Q: 3 clusters Score -6766958 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 43690 members 
Entering Unmasked Estep 
Score: -6767880.000000 Penalty: 5404.323242
	Iteration 12Q: 3 clusters Score -6767880 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 44499 members 
Entering Unmasked Estep 
Score: -6768343.000000 Penalty: 5404.323242
	Iteration 13Q: 3 clusters Score -6768343 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 45211 members 
Entering Unmasked Estep 
Score: -6768683.000000 Penalty: 5404.323242
	Iteration 14Q: 3 clusters Score -6768683 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 45859 members 
Entering Unmasked Estep 
Score: -6768943.500000 Penalty: 5404.323242
	Iteration 15Q: 3 clusters Score -6768944 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 46495 members 
Entering Unmasked Estep 
Score: -6769186.500000 Penalty: 5404.323242
	Iteration 16Q: 3 clusters Score -6769186 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 47080 members 
Entering Unmasked Estep 
Score: -6769434.000000 Penalty: 5404.323242
	Iteration 17Q: 3 clusters Score -6769434 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 47597 members 
Entering Unmasked Estep 
Score: -6769623.000000 Penalty: 5404.323242
	Iteration 18Q: 3 clusters Score -6769623 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 48047 members 
Entering Unmasked Estep 
Score: -6769810.000000 Penalty: 5404.323242
	Iteration 19Q: 3 clusters Score -6769810 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 48464 members 
Entering Unmasked Estep 
Score: -6769950.500000 Penalty: 5404.323242
	Iteration 20F: 3 clusters Score -6769950 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 48855 members 
Entering Unmasked Estep 
Score: -6770065.000000 Penalty: 5404.323242
	Iteration 21Q: 3 clusters Score -6770065 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 49205 members 
Entering Unmasked Estep 
Score: -6770199.500000 Penalty: 5404.323242
	Iteration 22Q: 3 clusters Score -6770200 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 49544 members 
Entering Unmasked Estep 
Score: -6770323.000000 Penalty: 5404.323242
	Iteration 23Q: 3 clusters Score -6770323 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 49870 members 
Entering Unmasked Estep 
Score: -6770447.500000 Penalty: 5404.323242
	Iteration 24Q: 3 clusters Score -6770448 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 50150 members 
Entering Unmasked Estep 
Score: -6770556.500000 Penalty: 5404.323242
	Iteration 25Q: 3 clusters Score -6770556 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 50414 members 
Entering Unmasked Estep 
Score: -6770641.500000 Penalty: 5404.323242
	Iteration 26Q: 3 clusters Score -6770642 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 50656 members 
Entering Unmasked Estep 
Score: -6770728.500000 Penalty: 5404.323242
	Iteration 27Q: 3 clusters Score -6770728 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 50878 members 
Entering Unmasked Estep 
Score: -6770815.000000 Penalty: 5404.323242
	Iteration 28Q: 3 clusters Score -6770815 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 51048 members 
Entering Unmasked Estep 
Score: -6770866.500000 Penalty: 5404.323242
	Iteration 29Q: 3 clusters Score -6770866 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 51211 members 
Entering Unmasked Estep 
Score: -6770944.500000 Penalty: 5404.323242
	Iteration 30Q: 3 clusters Score -6770944 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 51353 members 
Entering Unmasked Estep 
Score: -6770985.500000 Penalty: 5404.323242
	Iteration 31Q: 3 clusters Score -6770986 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 51476 members 
Entering Unmasked Estep 
Score: -6771022.500000 Penalty: 5404.323242
	Iteration 32Q: 3 clusters Score -6771022 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 51571 members 
Entering Unmasked Estep 
Score: -6771037.000000 Penalty: 5404.323242
	Iteration 33Q: 3 clusters Score -6771037 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 51668 members 
Entering Unmasked Estep 
Score: -6771059.500000 Penalty: 5404.323242
	Iteration 34Q: 3 clusters Score -6771060 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 51761 members 
Entering Unmasked Estep 
Score: -6771096.500000 Penalty: 5404.323242
	Iteration 35Q: 3 clusters Score -6771096 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 51846 members 
Entering Unmasked Estep 
Score: -6771128.500000 Penalty: 5404.323242
	Iteration 36Q: 3 clusters Score -6771128 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 51908 members 
Entering Unmasked Estep 
Score: -6771156.500000 Penalty: 5404.323242
	Iteration 37Q: 3 clusters Score -6771156 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 51953 members 
Entering Unmasked Estep 
Score: -6771179.500000 Penalty: 5404.323242
	Iteration 38Q: 3 clusters Score -6771180 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 52004 members 
Entering Unmasked Estep 
Score: -6771182.500000 Penalty: 5404.323242
	Iteration 39Q: 3 clusters Score -6771182 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 52064 members 
Entering Unmasked Estep 
Score: -6771200.500000 Penalty: 5404.323242
	Iteration 40F: 3 clusters Score -6771200 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 52108 members 
Entering Unmasked Estep 
Score: -6771211.500000 Penalty: 5404.323242
	Iteration 41Q: 3 clusters Score -6771212 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 52154 members 
Entering Unmasked Estep 
Score: -6771233.500000 Penalty: 5404.323242
	Iteration 42Q: 3 clusters Score -6771234 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 52182 members 
Entering Unmasked Estep 
Score: -6771248.000000 Penalty: 5404.323242
	Iteration 43Q: 3 clusters Score -6771248 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 52214 members 
Entering Unmasked Estep 
Score: -6771261.000000 Penalty: 5404.323242
	Iteration 44Q: 3 clusters Score -6771261 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 52241 members 
Entering Unmasked Estep 
Score: -6771267.000000 Penalty: 5404.323242
	Iteration 45Q: 3 clusters Score -6771267 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 52271 members 
Entering Unmasked Estep 
Score: -6771265.500000 Penalty: 5404.323242
	Iteration 46Q: 3 clusters Score -6771266 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 52284 members 
Entering Unmasked Estep 
Score: -6771276.500000 Penalty: 5404.323242
	Iteration 47Q: 3 clusters Score -6771276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 52297 members 
Entering Unmasked Estep 
Score: -6771280.000000 Penalty: 5404.323242
	Iteration 48Q: 3 clusters Score -6771280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 52306 members 
Entering Unmasked Estep 
Score: -6771275.000000 Penalty: 5404.323242
	Iteration 49Q: 3 clusters Score -6771275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 52317 members 
Entering Unmasked Estep 
Score: -6771283.500000 Penalty: 5404.323242
	Iteration 50Q: 3 clusters Score -6771284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 52330 members 
Entering Unmasked Estep 
Score: -6771298.500000 Penalty: 5404.323242
	Iteration 51Q: 3 clusters Score -6771298 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 52346 members 
Entering Unmasked Estep 
Score: -6771305.000000 Penalty: 5404.323242
	Iteration 52Q: 3 clusters Score -6771305 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 52368 members 
Entering Unmasked Estep 
Score: -6771305.500000 Penalty: 5404.323242
	Iteration 53Q: 3 clusters Score -6771306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 52381 members 
Entering Unmasked Estep 
Score: -6771299.000000 Penalty: 5404.323242
	Iteration 54Q: 3 clusters Score -6771299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 52392 members 
Entering Unmasked Estep 
Score: -6771307.000000 Penalty: 5404.323242
	Iteration 55Q: 3 clusters Score -6771307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 52402 members 
Entering Unmasked Estep 
Score: -6771313.000000 Penalty: 5404.323242
	Iteration 56Q: 3 clusters Score -6771313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 52411 members 
Entering Unmasked Estep 
Score: -6771311.500000 Penalty: 5404.323242
	Iteration 57Q: 3 clusters Score -6771312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 52421 members 
Entering Unmasked Estep 
Score: -6771310.500000 Penalty: 5404.323242
	Iteration 58Q: 3 clusters Score -6771310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 52429 members 
Entering Unmasked Estep 
Score: -6771300.500000 Penalty: 5404.323242
	Iteration 59Q: 3 clusters Score -6771300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 52436 members 
Entering Unmasked Estep 
Score: -6771297.000000 Penalty: 5404.323242
	Iteration 60F: 3 clusters Score -6771297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 52443 members 
Entering Unmasked Estep 
Score: -6771299.500000 Penalty: 5404.323242
	Iteration 61Q: 3 clusters Score -6771300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 52448 members 
Entering Unmasked Estep 
Score: -6771305.500000 Penalty: 5404.323242
	Iteration 62Q: 3 clusters Score -6771306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 52455 members 
Entering Unmasked Estep 
Score: -6771312.500000 Penalty: 5404.323242
	Iteration 63Q: 3 clusters Score -6771312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 52461 members 
Entering Unmasked Estep 
Score: -6771316.500000 Penalty: 5404.323242
	Iteration 64Q: 3 clusters Score -6771316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 52469 members 
Entering Unmasked Estep 
Score: -6771316.000000 Penalty: 5404.323242
	Iteration 65Q: 3 clusters Score -6771316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 52476 members 
Entering Unmasked Estep 
Score: -6771321.000000 Penalty: 5404.323242
	Iteration 66Q: 3 clusters Score -6771321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 52483 members 
Entering Unmasked Estep 
Score: -6771319.000000 Penalty: 5404.323242
	Iteration 67Q: 3 clusters Score -6771319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 52487 members 
Entering Unmasked Estep 
Score: -6771320.000000 Penalty: 5404.323242
	Iteration 68Q: 3 clusters Score -6771320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 52490 members 
Entering Unmasked Estep 
Score: -6771322.000000 Penalty: 5404.323242
	Iteration 69Q: 3 clusters Score -6771322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 52491 members 
Entering Unmasked Estep 
Score: -6771322.000000 Penalty: 5404.323242
	Iteration 70Q: 3 clusters Score -6771322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 52492 members 
Entering Unmasked Estep 
Score: -6771319.500000 Penalty: 5404.323242
	Iteration 71Q: 3 clusters Score -6771320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 52492 members 
Entering Unmasked Estep 
Score: -6771319.500000 Penalty: 5404.323242
	Iteration 72F: 3 clusters Score -6771320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (35842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35842 members 
Entering Unmasked Estep 
Score: -4526833.000000 Penalty: 2600.745117
	Iteration 0F: 2 clusters Score -4526833 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -4502405.000000 Penalty: 5201.490234
	Iteration 0F: 3 clusters Score -4502405 nChanged 16229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17117 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -4511289.500000 Penalty: 5201.490234
	Iteration 1F: 3 clusters Score -4511290 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 19112 members 
Entering Unmasked Estep 
Score: -4511827.500000 Penalty: 5201.490234
	Iteration 2Q: 3 clusters Score -4511828 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -4512312.500000 Penalty: 5201.490234
	Iteration 3Q: 3 clusters Score -4512312 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -4512801.000000 Penalty: 5201.490234
	Iteration 4Q: 3 clusters Score -4512801 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14463 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -4513371.500000 Penalty: 5201.490234
	Iteration 5Q: 3 clusters Score -4513372 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -4514115.500000 Penalty: 5201.490234
	Iteration 6Q: 3 clusters Score -4514116 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -4515160.000000 Penalty: 5201.490234
	Iteration 7F: 3 clusters Score -4515160 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -4516587.000000 Penalty: 5201.490234
	Iteration 8F: 3 clusters Score -4516587 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 28915 members 
Entering Unmasked Estep 
Score: -4518468.500000 Penalty: 5201.490234
	Iteration 9F: 3 clusters Score -4518468 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 31296 members 
Entering Unmasked Estep 
Score: -4520519.000000 Penalty: 5201.490234
	Iteration 10F: 3 clusters Score -4520519 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 33214 members 
Entering Unmasked Estep 
Score: -4522266.500000 Penalty: 5201.490234
	Iteration 11F: 3 clusters Score -4522266 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 34446 members 
Entering Unmasked Estep 
Score: -4523415.000000 Penalty: 5201.490234
	Iteration 12Q: 3 clusters Score -4523415 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 35053 members 
Entering Unmasked Estep 
Score: -4523980.500000 Penalty: 5201.490234
	Iteration 13Q: 3 clusters Score -4523980 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 35320 members 
Entering Unmasked Estep 
Score: -4524272.000000 Penalty: 5201.490234
	Iteration 14Q: 3 clusters Score -4524272 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 35440 members 
Entering Unmasked Estep 
Score: -4524410.000000 Penalty: 5201.490234
	Iteration 15Q: 3 clusters Score -4524410 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 35496 members 
Entering Unmasked Estep 
Score: -4524487.000000 Penalty: 5201.490234
	Iteration 16Q: 3 clusters Score -4524487 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 35520 members 
Entering Unmasked Estep 
Score: -4524537.500000 Penalty: 5201.490234
	Iteration 17Q: 3 clusters Score -4524538 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 35539 members 
Entering Unmasked Estep 
Score: -4524567.500000 Penalty: 5201.490234
	Iteration 18Q: 3 clusters Score -4524568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 35545 members 
Entering Unmasked Estep 
Score: -4524582.000000 Penalty: 5201.490234
	Iteration 19Q: 3 clusters Score -4524582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 35546 members 
Entering Unmasked Estep 
Score: -4524593.500000 Penalty: 5201.490234
	Iteration 20F: 3 clusters Score -4524594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 35548 members 
Entering Unmasked Estep 
Score: -4524601.500000 Penalty: 5201.490234
	Iteration 21Q: 3 clusters Score -4524602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 35553 members 
Entering Unmasked Estep 
Score: -4524604.500000 Penalty: 5201.490234
	Iteration 22Q: 3 clusters Score -4524604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 35555 members 
Entering Unmasked Estep 
Score: -4524606.500000 Penalty: 5201.490234
	Iteration 23Q: 3 clusters Score -4524606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 35555 members 
Entering Unmasked Estep 
Score: -4524613.500000 Penalty: 5201.490234
	Iteration 24Q: 3 clusters Score -4524614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 35557 members 
Entering Unmasked Estep 
Score: -4524618.000000 Penalty: 5201.490234
	Iteration 25Q: 3 clusters Score -4524618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 35561 members 
Entering Unmasked Estep 
Score: -4524626.500000 Penalty: 5201.490234
	Iteration 26Q: 3 clusters Score -4524626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 35560 members 
Entering Unmasked Estep 
Score: -4524625.000000 Penalty: 5201.490234
	Iteration 27Q: 3 clusters Score -4524625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 35560 members 
Entering Unmasked Estep 
Score: -4524625.000000 Penalty: 5201.490234
	Iteration 28F: 3 clusters Score -4524625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Entering Unmasked Estep 
Score: -768340.437500 Penalty: 2160.805176
	Iteration 0F: 2 clusters Score -768340.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -763102.562500 Penalty: 4321.610352
	Iteration 0F: 3 clusters Score -763102.6 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -764365.812500 Penalty: 4321.610352
	Iteration 1F: 3 clusters Score -764365.8 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -764578.937500 Penalty: 4321.610352
	Iteration 2F: 3 clusters Score -764578.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -764726.875000 Penalty: 4321.610352
	Iteration 3Q: 3 clusters Score -764726.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -764822.250000 Penalty: 4321.610352
	Iteration 4Q: 3 clusters Score -764822.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -764891.937500 Penalty: 4321.610352
	Iteration 5Q: 3 clusters Score -764891.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -764946.750000 Penalty: 4321.610352
	Iteration 6Q: 3 clusters Score -764946.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -764984.937500 Penalty: 4321.610352
	Iteration 7Q: 3 clusters Score -764984.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -765016.062500 Penalty: 4321.610352
	Iteration 8Q: 3 clusters Score -765016.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -765043.875000 Penalty: 4321.610352
	Iteration 9Q: 3 clusters Score -765043.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -765070.000000 Penalty: 4321.610352
	Iteration 10Q: 3 clusters Score -765070 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -765094.437500 Penalty: 4321.610352
	Iteration 11Q: 3 clusters Score -765094.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -765116.875000 Penalty: 4321.610352
	Iteration 12Q: 3 clusters Score -765116.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -765135.125000 Penalty: 4321.610352
	Iteration 13Q: 3 clusters Score -765135.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -765150.687500 Penalty: 4321.610352
	Iteration 14Q: 3 clusters Score -765150.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -765173.812500 Penalty: 4321.610352
	Iteration 15Q: 3 clusters Score -765173.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -765194.937500 Penalty: 4321.610352
	Iteration 16Q: 3 clusters Score -765194.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -765219.187500 Penalty: 4321.610352
	Iteration 17Q: 3 clusters Score -765219.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -765256.625000 Penalty: 4321.610352
	Iteration 18Q: 3 clusters Score -765256.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -765297.937500 Penalty: 4321.610352
	Iteration 19Q: 3 clusters Score -765297.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -765350.250000 Penalty: 4321.610352
	Iteration 20F: 3 clusters Score -765350.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -765402.750000 Penalty: 4321.610352
	Iteration 21Q: 3 clusters Score -765402.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -765449.500000 Penalty: 4321.610352
	Iteration 22Q: 3 clusters Score -765449.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -765498.750000 Penalty: 4321.610352
	Iteration 23Q: 3 clusters Score -765498.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -765546.312500 Penalty: 4321.610352
	Iteration 24Q: 3 clusters Score -765546.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -765606.937500 Penalty: 4321.610352
	Iteration 25Q: 3 clusters Score -765606.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -765669.062500 Penalty: 4321.610352
	Iteration 26Q: 3 clusters Score -765669.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -765735.937500 Penalty: 4321.610352
	Iteration 27Q: 3 clusters Score -765735.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -765803.437500 Penalty: 4321.610352
	Iteration 28Q: 3 clusters Score -765803.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -765864.750000 Penalty: 4321.610352
	Iteration 29Q: 3 clusters Score -765864.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -765934.000000 Penalty: 4321.610352
	Iteration 30Q: 3 clusters Score -765934 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -766004.812500 Penalty: 4321.610352
	Iteration 31Q: 3 clusters Score -766004.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -766072.562500 Penalty: 4321.610352
	Iteration 32Q: 3 clusters Score -766072.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -766132.062500 Penalty: 4321.610352
	Iteration 33Q: 3 clusters Score -766132.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -766176.500000 Penalty: 4321.610352
	Iteration 34Q: 3 clusters Score -766176.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -766207.687500 Penalty: 4321.610352
	Iteration 35Q: 3 clusters Score -766207.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -766231.062500 Penalty: 4321.610352
	Iteration 36Q: 3 clusters Score -766231.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -766250.125000 Penalty: 4321.610352
	Iteration 37Q: 3 clusters Score -766250.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -766268.875000 Penalty: 4321.610352
	Iteration 38Q: 3 clusters Score -766268.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -766285.625000 Penalty: 4321.610352
	Iteration 39Q: 3 clusters Score -766285.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -766302.750000 Penalty: 4321.610352
	Iteration 40F: 3 clusters Score -766302.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -766318.750000 Penalty: 4321.610352
	Iteration 41Q: 3 clusters Score -766318.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -766339.062500 Penalty: 4321.610352
	Iteration 42Q: 3 clusters Score -766339.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -766359.812500 Penalty: 4321.610352
	Iteration 43Q: 3 clusters Score -766359.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -766367.187500 Penalty: 4321.610352
	Iteration 44Q: 3 clusters Score -766367.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -766372.625000 Penalty: 4321.610352
	Iteration 45Q: 3 clusters Score -766372.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -766382.812500 Penalty: 4321.610352
	Iteration 46Q: 3 clusters Score -766382.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -766389.187500 Penalty: 4321.610352
	Iteration 47Q: 3 clusters Score -766389.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -766394.750000 Penalty: 4321.610352
	Iteration 48Q: 3 clusters Score -766394.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -766398.812500 Penalty: 4321.610352
	Iteration 49Q: 3 clusters Score -766398.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -766402.437500 Penalty: 4321.610352
	Iteration 50Q: 3 clusters Score -766402.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -766403.187500 Penalty: 4321.610352
	Iteration 51Q: 3 clusters Score -766403.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -766404.312500 Penalty: 4321.610352
	Iteration 52Q: 3 clusters Score -766404.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -766406.937500 Penalty: 4321.610352
	Iteration 53Q: 3 clusters Score -766406.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -766409.187500 Penalty: 4321.610352
	Iteration 54Q: 3 clusters Score -766409.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -766413.187500 Penalty: 4321.610352
	Iteration 55Q: 3 clusters Score -766413.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -766415.812500 Penalty: 4321.610352
	Iteration 56Q: 3 clusters Score -766415.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -766416.000000 Penalty: 4321.610352
	Iteration 57Q: 3 clusters Score -766416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -766418.250000 Penalty: 4321.610352
	Iteration 58Q: 3 clusters Score -766418.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -766419.875000 Penalty: 4321.610352
	Iteration 59Q: 3 clusters Score -766419.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -766425.437500 Penalty: 4321.610352
	Iteration 60F: 3 clusters Score -766425.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -766428.687500 Penalty: 4321.610352
	Iteration 61Q: 3 clusters Score -766428.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -766431.500000 Penalty: 4321.610352
	Iteration 62Q: 3 clusters Score -766431.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -766432.187500 Penalty: 4321.610352
	Iteration 63Q: 3 clusters Score -766432.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -766432.312500 Penalty: 4321.610352
	Iteration 64Q: 3 clusters Score -766432.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -766432.875000 Penalty: 4321.610352
	Iteration 65Q: 3 clusters Score -766432.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -766435.312500 Penalty: 4321.610352
	Iteration 66Q: 3 clusters Score -766435.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -766435.812500 Penalty: 4321.610352
	Iteration 67Q: 3 clusters Score -766435.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -766439.625000 Penalty: 4321.610352
	Iteration 68Q: 3 clusters Score -766439.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -766443.062500 Penalty: 4321.610352
	Iteration 69Q: 3 clusters Score -766443.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -766445.875000 Penalty: 4321.610352
	Iteration 70Q: 3 clusters Score -766445.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -766446.062500 Penalty: 4321.610352
	Iteration 71Q: 3 clusters Score -766446.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -766447.500000 Penalty: 4321.610352
	Iteration 72Q: 3 clusters Score -766447.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -766449.375000 Penalty: 4321.610352
	Iteration 73Q: 3 clusters Score -766449.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -766448.687500 Penalty: 4321.610352
	Iteration 74Q: 3 clusters Score -766448.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -766451.312500 Penalty: 4321.610352
	Iteration 75Q: 3 clusters Score -766451.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -766455.250000 Penalty: 4321.610352
	Iteration 76Q: 3 clusters Score -766455.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -766458.125000 Penalty: 4321.610352
	Iteration 77Q: 3 clusters Score -766458.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -766462.312500 Penalty: 4321.610352
	Iteration 78Q: 3 clusters Score -766462.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -766463.687500 Penalty: 4321.610352
	Iteration 79Q: 3 clusters Score -766463.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -766467.937500 Penalty: 4321.610352
	Iteration 80F: 3 clusters Score -766467.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -766472.625000 Penalty: 4321.610352
	Iteration 81Q: 3 clusters Score -766472.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -766473.875000 Penalty: 4321.610352
	Iteration 82Q: 3 clusters Score -766473.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -766478.312500 Penalty: 4321.610352
	Iteration 83Q: 3 clusters Score -766478.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -766485.500000 Penalty: 4321.610352
	Iteration 84Q: 3 clusters Score -766485.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -766491.562500 Penalty: 4321.610352
	Iteration 85Q: 3 clusters Score -766491.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -766498.312500 Penalty: 4321.610352
	Iteration 86Q: 3 clusters Score -766498.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -766502.437500 Penalty: 4321.610352
	Iteration 87Q: 3 clusters Score -766502.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -766505.562500 Penalty: 4321.610352
	Iteration 88Q: 3 clusters Score -766505.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -766507.750000 Penalty: 4321.610352
	Iteration 89Q: 3 clusters Score -766507.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -766509.687500 Penalty: 4321.610352
	Iteration 90Q: 3 clusters Score -766509.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -766509.687500 Penalty: 4321.610352
	Iteration 91F: 3 clusters Score -766509.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Entering Unmasked Estep 
Score: -358444.781250 Penalty: 1977.342529
	Iteration 0F: 2 clusters Score -358444.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -355228.156250 Penalty: 3954.685059
	Iteration 0F: 3 clusters Score -355228.2 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -355891.750000 Penalty: 3954.685059
	Iteration 1F: 3 clusters Score -355891.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -356044.218750 Penalty: 3954.685059
	Iteration 2F: 3 clusters Score -356044.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -356123.218750 Penalty: 3954.685059
	Iteration 3Q: 3 clusters Score -356123.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -356177.625000 Penalty: 3954.685059
	Iteration 4Q: 3 clusters Score -356177.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -356214.187500 Penalty: 3954.685059
	Iteration 5Q: 3 clusters Score -356214.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -356235.906250 Penalty: 3954.685059
	Iteration 6Q: 3 clusters Score -356235.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -356251.312500 Penalty: 3954.685059
	Iteration 7Q: 3 clusters Score -356251.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -356262.437500 Penalty: 3954.685059
	Iteration 8Q: 3 clusters Score -356262.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -356274.687500 Penalty: 3954.685059
	Iteration 9Q: 3 clusters Score -356274.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -356287.125000 Penalty: 3954.685059
	Iteration 10Q: 3 clusters Score -356287.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -356299.000000 Penalty: 3954.685059
	Iteration 11Q: 3 clusters Score -356299 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -356306.468750 Penalty: 3954.685059
	Iteration 12Q: 3 clusters Score -356306.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -356310.781250 Penalty: 3954.685059
	Iteration 13Q: 3 clusters Score -356310.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -356315.781250 Penalty: 3954.685059
	Iteration 14Q: 3 clusters Score -356315.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -356322.031250 Penalty: 3954.685059
	Iteration 15Q: 3 clusters Score -356322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -356324.500000 Penalty: 3954.685059
	Iteration 16Q: 3 clusters Score -356324.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -356325.687500 Penalty: 3954.685059
	Iteration 17Q: 3 clusters Score -356325.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -356327.187500 Penalty: 3954.685059
	Iteration 18Q: 3 clusters Score -356327.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -356328.000000 Penalty: 3954.685059
	Iteration 19Q: 3 clusters Score -356328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -356329.531250 Penalty: 3954.685059
	Iteration 20F: 3 clusters Score -356329.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -356329.343750 Penalty: 3954.685059
	Iteration 21Q: 3 clusters Score -356329.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -356329.343750 Penalty: 3954.685059
	Iteration 22F: 3 clusters Score -356329.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (31331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Entering Unmasked Estep 
Score: -3975556.000000 Penalty: 2567.386230
	Iteration 0F: 2 clusters Score -3975556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -3954149.250000 Penalty: 5134.772461
	Iteration 0F: 3 clusters Score -3954149 nChanged 14135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -3961948.500000 Penalty: 5134.772461
	Iteration 1F: 3 clusters Score -3961948 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -3962709.500000 Penalty: 5134.772461
	Iteration 2F: 3 clusters Score -3962710 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -3963660.000000 Penalty: 5134.772461
	Iteration 3F: 3 clusters Score -3963660 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -3964974.250000 Penalty: 5134.772461
	Iteration 4F: 3 clusters Score -3964974 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -3966756.500000 Penalty: 5134.772461
	Iteration 5F: 3 clusters Score -3966756 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -3969015.000000 Penalty: 5134.772461
	Iteration 6F: 3 clusters Score -3969015 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
Score: -3971099.000000 Penalty: 5134.772461
	Iteration 7F: 3 clusters Score -3971099 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 28261 members 
Entering Unmasked Estep 
Score: -3972625.750000 Penalty: 5134.772461
	Iteration 8F: 3 clusters Score -3972626 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 29087 members 
Entering Unmasked Estep 
Score: -3973413.750000 Penalty: 5134.772461
	Iteration 9Q: 3 clusters Score -3973414 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 29545 members 
Entering Unmasked Estep 
Score: -3973825.500000 Penalty: 5134.772461
	Iteration 10Q: 3 clusters Score -3973826 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 29797 members 
Entering Unmasked Estep 
Score: -3973999.000000 Penalty: 5134.772461
	Iteration 11Q: 3 clusters Score -3973999 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -3974121.000000 Penalty: 5134.772461
	Iteration 12Q: 3 clusters Score -3974121 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -3974179.000000 Penalty: 5134.772461
	Iteration 13Q: 3 clusters Score -3974179 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 30142 members 
Entering Unmasked Estep 
Score: -3974227.250000 Penalty: 5134.772461
	Iteration 14Q: 3 clusters Score -3974227 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -3974238.500000 Penalty: 5134.772461
	Iteration 15Q: 3 clusters Score -3974238 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -3974266.500000 Penalty: 5134.772461
	Iteration 16Q: 3 clusters Score -3974266 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -3974276.250000 Penalty: 5134.772461
	Iteration 17Q: 3 clusters Score -3974276 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -3974286.250000 Penalty: 5134.772461
	Iteration 18Q: 3 clusters Score -3974286 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 30320 members 
Entering Unmasked Estep 
Score: -3974300.000000 Penalty: 5134.772461
	Iteration 19Q: 3 clusters Score -3974300 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -3974311.250000 Penalty: 5134.772461
	Iteration 20F: 3 clusters Score -3974311 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 30364 members 
Entering Unmasked Estep 
Score: -3974325.750000 Penalty: 5134.772461
	Iteration 21Q: 3 clusters Score -3974326 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 30390 members 
Entering Unmasked Estep 
Score: -3974336.250000 Penalty: 5134.772461
	Iteration 22Q: 3 clusters Score -3974336 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 30414 members 
Entering Unmasked Estep 
Score: -3974361.500000 Penalty: 5134.772461
	Iteration 23Q: 3 clusters Score -3974362 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 30437 members 
Entering Unmasked Estep 
Score: -3974389.000000 Penalty: 5134.772461
	Iteration 24Q: 3 clusters Score -3974389 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
Score: -3974403.250000 Penalty: 5134.772461
	Iteration 25Q: 3 clusters Score -3974403 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
Score: -3974416.500000 Penalty: 5134.772461
	Iteration 26Q: 3 clusters Score -3974416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 30488 members 
Entering Unmasked Estep 
Score: -3974447.000000 Penalty: 5134.772461
	Iteration 27Q: 3 clusters Score -3974447 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 30516 members 
Entering Unmasked Estep 
Score: -3974471.000000 Penalty: 5134.772461
	Iteration 28Q: 3 clusters Score -3974471 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -3974478.250000 Penalty: 5134.772461
	Iteration 29Q: 3 clusters Score -3974478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 30543 members 
Entering Unmasked Estep 
Score: -3974479.750000 Penalty: 5134.772461
	Iteration 30Q: 3 clusters Score -3974480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 30550 members 
Entering Unmasked Estep 
Score: -3974481.750000 Penalty: 5134.772461
	Iteration 31Q: 3 clusters Score -3974482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 30557 members 
Entering Unmasked Estep 
Score: -3974486.250000 Penalty: 5134.772461
	Iteration 32Q: 3 clusters Score -3974486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -3974488.750000 Penalty: 5134.772461
	Iteration 33Q: 3 clusters Score -3974489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -3974488.500000 Penalty: 5134.772461
	Iteration 34Q: 3 clusters Score -3974488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 30565 members 
Entering Unmasked Estep 
Score: -3974497.000000 Penalty: 5134.772461
	Iteration 35Q: 3 clusters Score -3974497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
Score: -3974494.250000 Penalty: 5134.772461
	Iteration 36Q: 3 clusters Score -3974494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 30566 members 
Entering Unmasked Estep 
Score: -3974494.250000 Penalty: 5134.772461
	Iteration 37F: 3 clusters Score -3974494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (30764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30764 members 
Entering Unmasked Estep 
Score: -3862054.750000 Penalty: 2562.856934
	Iteration 0F: 2 clusters Score -3862055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15379 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -3841129.750000 Penalty: 5125.713867
	Iteration 0F: 3 clusters Score -3841130 nChanged 13845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -3848584.250000 Penalty: 5125.713867
	Iteration 1F: 3 clusters Score -3848584 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -3849039.750000 Penalty: 5125.713867
	Iteration 2Q: 3 clusters Score -3849040 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -3849495.250000 Penalty: 5125.713867
	Iteration 3Q: 3 clusters Score -3849495 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -3849880.750000 Penalty: 5125.713867
	Iteration 4Q: 3 clusters Score -3849881 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -3850191.000000 Penalty: 5125.713867
	Iteration 5Q: 3 clusters Score -3850191 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -3850494.500000 Penalty: 5125.713867
	Iteration 6Q: 3 clusters Score -3850494 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -3850858.250000 Penalty: 5125.713867
	Iteration 7Q: 3 clusters Score -3850858 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -3851291.500000 Penalty: 5125.713867
	Iteration 8Q: 3 clusters Score -3851292 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -3851870.250000 Penalty: 5125.713867
	Iteration 9Q: 3 clusters Score -3851870 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -3852599.250000 Penalty: 5125.713867
	Iteration 10Q: 3 clusters Score -3852599 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21987 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -3853471.250000 Penalty: 5125.713867
	Iteration 11Q: 3 clusters Score -3853471 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -3854474.250000 Penalty: 5125.713867
	Iteration 12Q: 3 clusters Score -3854474 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24731 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -3855549.000000 Penalty: 5125.713867
	Iteration 13Q: 3 clusters Score -3855549 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -3856595.750000 Penalty: 5125.713867
	Iteration 14Q: 3 clusters Score -3856596 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -3857457.500000 Penalty: 5125.713867
	Iteration 15Q: 3 clusters Score -3857458 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -3858124.750000 Penalty: 5125.713867
	Iteration 16Q: 3 clusters Score -3858125 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -3858557.500000 Penalty: 5125.713867
	Iteration 17Q: 3 clusters Score -3858558 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28775 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -3858860.750000 Penalty: 5125.713867
	Iteration 18Q: 3 clusters Score -3858861 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -3859066.500000 Penalty: 5125.713867
	Iteration 19Q: 3 clusters Score -3859066 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3859229.500000 Penalty: 5125.713867
	Iteration 20F: 3 clusters Score -3859230 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -3859337.000000 Penalty: 5125.713867
	Iteration 21Q: 3 clusters Score -3859337 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3859447.500000 Penalty: 5125.713867
	Iteration 22Q: 3 clusters Score -3859448 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29711 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3859536.750000 Penalty: 5125.713867
	Iteration 23Q: 3 clusters Score -3859537 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3859603.250000 Penalty: 5125.713867
	Iteration 24Q: 3 clusters Score -3859603 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -3859655.750000 Penalty: 5125.713867
	Iteration 25Q: 3 clusters Score -3859656 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29922 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3859698.000000 Penalty: 5125.713867
	Iteration 26Q: 3 clusters Score -3859698 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29974 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3859724.500000 Penalty: 5125.713867
	Iteration 27Q: 3 clusters Score -3859724 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3859755.000000 Penalty: 5125.713867
	Iteration 28Q: 3 clusters Score -3859755 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3859780.500000 Penalty: 5125.713867
	Iteration 29Q: 3 clusters Score -3859780 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3859798.750000 Penalty: 5125.713867
	Iteration 30Q: 3 clusters Score -3859799 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3859815.250000 Penalty: 5125.713867
	Iteration 31Q: 3 clusters Score -3859815 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30109 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3859829.250000 Penalty: 5125.713867
	Iteration 32Q: 3 clusters Score -3859829 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -3859839.500000 Penalty: 5125.713867
	Iteration 33Q: 3 clusters Score -3859840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30131 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3859841.000000 Penalty: 5125.713867
	Iteration 34Q: 3 clusters Score -3859841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -3859851.000000 Penalty: 5125.713867
	Iteration 35Q: 3 clusters Score -3859851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3859862.750000 Penalty: 5125.713867
	Iteration 36Q: 3 clusters Score -3859863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30158 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3859870.000000 Penalty: 5125.713867
	Iteration 37Q: 3 clusters Score -3859870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30170 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3859880.000000 Penalty: 5125.713867
	Iteration 38Q: 3 clusters Score -3859880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3859881.000000 Penalty: 5125.713867
	Iteration 39Q: 3 clusters Score -3859881 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -3859889.000000 Penalty: 5125.713867
	Iteration 40F: 3 clusters Score -3859889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3859896.250000 Penalty: 5125.713867
	Iteration 41Q: 3 clusters Score -3859896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30205 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -3859898.000000 Penalty: 5125.713867
	Iteration 42Q: 3 clusters Score -3859898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3859900.000000 Penalty: 5125.713867
	Iteration 43Q: 3 clusters Score -3859900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3859900.000000 Penalty: 5125.713867
	Iteration 44F: 3 clusters Score -3859900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Entering Unmasked Estep 
Score: -830772.687500 Penalty: 2179.495361
	Iteration 0F: 2 clusters Score -830772.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -825252.000000 Penalty: 4358.990723
	Iteration 0F: 3 clusters Score -825252 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -826723.250000 Penalty: 4358.990723
	Iteration 1F: 3 clusters Score -826723.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -826940.187500 Penalty: 4358.990723
	Iteration 2F: 3 clusters Score -826940.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -827083.000000 Penalty: 4358.990723
	Iteration 3Q: 3 clusters Score -827083 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -827178.062500 Penalty: 4358.990723
	Iteration 4Q: 3 clusters Score -827178.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -827247.937500 Penalty: 4358.990723
	Iteration 5Q: 3 clusters Score -827247.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -827288.625000 Penalty: 4358.990723
	Iteration 6Q: 3 clusters Score -827288.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -827317.312500 Penalty: 4358.990723
	Iteration 7Q: 3 clusters Score -827317.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -827345.437500 Penalty: 4358.990723
	Iteration 8Q: 3 clusters Score -827345.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -827368.875000 Penalty: 4358.990723
	Iteration 9Q: 3 clusters Score -827368.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -827389.187500 Penalty: 4358.990723
	Iteration 10Q: 3 clusters Score -827389.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -827408.625000 Penalty: 4358.990723
	Iteration 11Q: 3 clusters Score -827408.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -827427.562500 Penalty: 4358.990723
	Iteration 12Q: 3 clusters Score -827427.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -827442.625000 Penalty: 4358.990723
	Iteration 13Q: 3 clusters Score -827442.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -827455.750000 Penalty: 4358.990723
	Iteration 14Q: 3 clusters Score -827455.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -827477.187500 Penalty: 4358.990723
	Iteration 15Q: 3 clusters Score -827477.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -827493.062500 Penalty: 4358.990723
	Iteration 16Q: 3 clusters Score -827493.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -827514.562500 Penalty: 4358.990723
	Iteration 17Q: 3 clusters Score -827514.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -827534.687500 Penalty: 4358.990723
	Iteration 18Q: 3 clusters Score -827534.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -827554.187500 Penalty: 4358.990723
	Iteration 19Q: 3 clusters Score -827554.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -827567.750000 Penalty: 4358.990723
	Iteration 20F: 3 clusters Score -827567.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -827582.562500 Penalty: 4358.990723
	Iteration 21Q: 3 clusters Score -827582.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -827600.937500 Penalty: 4358.990723
	Iteration 22Q: 3 clusters Score -827600.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -827619.812500 Penalty: 4358.990723
	Iteration 23Q: 3 clusters Score -827619.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -827637.687500 Penalty: 4358.990723
	Iteration 24Q: 3 clusters Score -827637.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -827655.062500 Penalty: 4358.990723
	Iteration 25Q: 3 clusters Score -827655.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -827679.750000 Penalty: 4358.990723
	Iteration 26Q: 3 clusters Score -827679.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -827704.812500 Penalty: 4358.990723
	Iteration 27Q: 3 clusters Score -827704.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -827737.062500 Penalty: 4358.990723
	Iteration 28Q: 3 clusters Score -827737.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -827772.687500 Penalty: 4358.990723
	Iteration 29Q: 3 clusters Score -827772.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -827805.375000 Penalty: 4358.990723
	Iteration 30Q: 3 clusters Score -827805.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -827850.812500 Penalty: 4358.990723
	Iteration 31Q: 3 clusters Score -827850.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -827894.375000 Penalty: 4358.990723
	Iteration 32Q: 3 clusters Score -827894.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -827933.437500 Penalty: 4358.990723
	Iteration 33Q: 3 clusters Score -827933.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -827973.125000 Penalty: 4358.990723
	Iteration 34Q: 3 clusters Score -827973.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -828031.437500 Penalty: 4358.990723
	Iteration 35Q: 3 clusters Score -828031.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -828094.062500 Penalty: 4358.990723
	Iteration 36Q: 3 clusters Score -828094.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -828159.437500 Penalty: 4358.990723
	Iteration 37Q: 3 clusters Score -828159.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -828225.937500 Penalty: 4358.990723
	Iteration 38Q: 3 clusters Score -828225.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -828284.000000 Penalty: 4358.990723
	Iteration 39Q: 3 clusters Score -828284 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -828344.937500 Penalty: 4358.990723
	Iteration 40F: 3 clusters Score -828344.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -828398.250000 Penalty: 4358.990723
	Iteration 41Q: 3 clusters Score -828398.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -828453.187500 Penalty: 4358.990723
	Iteration 42Q: 3 clusters Score -828453.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -828497.062500 Penalty: 4358.990723
	Iteration 43Q: 3 clusters Score -828497.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -828533.500000 Penalty: 4358.990723
	Iteration 44Q: 3 clusters Score -828533.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -828565.062500 Penalty: 4358.990723
	Iteration 45Q: 3 clusters Score -828565.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -828586.000000 Penalty: 4358.990723
	Iteration 46Q: 3 clusters Score -828586 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -828606.375000 Penalty: 4358.990723
	Iteration 47Q: 3 clusters Score -828606.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -828621.562500 Penalty: 4358.990723
	Iteration 48Q: 3 clusters Score -828621.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -828642.937500 Penalty: 4358.990723
	Iteration 49Q: 3 clusters Score -828642.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -828654.625000 Penalty: 4358.990723
	Iteration 50Q: 3 clusters Score -828654.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -828668.250000 Penalty: 4358.990723
	Iteration 51Q: 3 clusters Score -828668.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -828682.812500 Penalty: 4358.990723
	Iteration 52Q: 3 clusters Score -828682.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -828697.000000 Penalty: 4358.990723
	Iteration 53Q: 3 clusters Score -828697 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -828706.187500 Penalty: 4358.990723
	Iteration 54Q: 3 clusters Score -828706.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -828718.375000 Penalty: 4358.990723
	Iteration 55Q: 3 clusters Score -828718.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -828729.687500 Penalty: 4358.990723
	Iteration 56Q: 3 clusters Score -828729.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -828740.875000 Penalty: 4358.990723
	Iteration 57Q: 3 clusters Score -828740.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -828755.562500 Penalty: 4358.990723
	Iteration 58Q: 3 clusters Score -828755.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -828772.250000 Penalty: 4358.990723
	Iteration 59Q: 3 clusters Score -828772.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -828790.625000 Penalty: 4358.990723
	Iteration 60F: 3 clusters Score -828790.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -828808.500000 Penalty: 4358.990723
	Iteration 61Q: 3 clusters Score -828808.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -828817.000000 Penalty: 4358.990723
	Iteration 62Q: 3 clusters Score -828817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -828822.875000 Penalty: 4358.990723
	Iteration 63Q: 3 clusters Score -828822.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -828825.187500 Penalty: 4358.990723
	Iteration 64Q: 3 clusters Score -828825.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -828829.125000 Penalty: 4358.990723
	Iteration 65Q: 3 clusters Score -828829.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -828835.062500 Penalty: 4358.990723
	Iteration 66Q: 3 clusters Score -828835.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -828839.375000 Penalty: 4358.990723
	Iteration 67Q: 3 clusters Score -828839.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -828842.937500 Penalty: 4358.990723
	Iteration 68Q: 3 clusters Score -828842.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -828845.937500 Penalty: 4358.990723
	Iteration 69Q: 3 clusters Score -828845.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -828846.812500 Penalty: 4358.990723
	Iteration 70Q: 3 clusters Score -828846.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -828850.125000 Penalty: 4358.990723
	Iteration 71Q: 3 clusters Score -828850.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -828854.750000 Penalty: 4358.990723
	Iteration 72Q: 3 clusters Score -828854.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -828859.312500 Penalty: 4358.990723
	Iteration 73Q: 3 clusters Score -828859.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -828864.625000 Penalty: 4358.990723
	Iteration 74Q: 3 clusters Score -828864.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -828868.375000 Penalty: 4358.990723
	Iteration 75Q: 3 clusters Score -828868.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -828868.812500 Penalty: 4358.990723
	Iteration 76Q: 3 clusters Score -828868.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -828868.812500 Penalty: 4358.990723
	Iteration 77F: 3 clusters Score -828868.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (98099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98099 members 
Entering Unmasked Estep 
Score: -12327591.000000 Penalty: 2850.445557
	Iteration 0F: 2 clusters Score -1.232759e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48873 members 
Mstep: Class 2 contains 49226 members 
Entering Unmasked Estep 
Score: -12261619.000000 Penalty: 5700.891113
	Iteration 0F: 3 clusters Score -1.226162e+07 nChanged 46462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46625 members 
Mstep: Class 2 contains 51474 members 
Entering Unmasked Estep 
Score: -12288859.000000 Penalty: 5700.891113
	Iteration 1F: 3 clusters Score -1.228886e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45301 members 
Mstep: Class 2 contains 52798 members 
Entering Unmasked Estep 
Score: -12289871.000000 Penalty: 5700.891113
	Iteration 2Q: 3 clusters Score -1.228987e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43255 members 
Mstep: Class 2 contains 54844 members 
Entering Unmasked Estep 
Score: -12291064.000000 Penalty: 5700.891113
	Iteration 3Q: 3 clusters Score -1.229106e+07 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40189 members 
Mstep: Class 2 contains 57910 members 
Entering Unmasked Estep 
Score: -12292901.000000 Penalty: 5700.891113
	Iteration 4Q: 3 clusters Score -1.22929e+07 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35957 members 
Mstep: Class 2 contains 62142 members 
Entering Unmasked Estep 
Score: -12295549.000000 Penalty: 5700.891113
	Iteration 5F: 3 clusters Score -1.229555e+07 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 67708 members 
Entering Unmasked Estep 
Score: -12299530.000000 Penalty: 5700.891113
	Iteration 6F: 3 clusters Score -1.229953e+07 nChanged 6874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23727 members 
Mstep: Class 2 contains 74372 members 
Entering Unmasked Estep 
Score: -12304597.000000 Penalty: 5700.891113
	Iteration 7F: 3 clusters Score -1.23046e+07 nChanged 6993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 81237 members 
Entering Unmasked Estep 
Score: -12310568.000000 Penalty: 5700.891113
	Iteration 8F: 3 clusters Score -1.231057e+07 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 87321 members 
Entering Unmasked Estep 
Score: -12316095.000000 Penalty: 5700.891113
	Iteration 9F: 3 clusters Score -1.23161e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 91650 members 
Entering Unmasked Estep 
Score: -12320048.000000 Penalty: 5700.891113
	Iteration 10Q: 3 clusters Score -1.232005e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 94312 members 
Entering Unmasked Estep 
Score: -12322358.000000 Penalty: 5700.891113
	Iteration 11Q: 3 clusters Score -1.232236e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 95767 members 
Entering Unmasked Estep 
Score: -12323533.000000 Penalty: 5700.891113
	Iteration 12Q: 3 clusters Score -1.232353e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 96591 members 
Entering Unmasked Estep 
Score: -12324215.000000 Penalty: 5700.891113
	Iteration 13Q: 3 clusters Score -1.232422e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 97029 members 
Entering Unmasked Estep 
Score: -12324552.000000 Penalty: 5700.891113
	Iteration 14Q: 3 clusters Score -1.232455e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 97296 members 
Entering Unmasked Estep 
Score: -12324750.000000 Penalty: 5700.891113
	Iteration 15Q: 3 clusters Score -1.232475e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 97425 members 
Entering Unmasked Estep 
Score: -12324845.000000 Penalty: 5700.891113
	Iteration 16Q: 3 clusters Score -1.232484e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 97512 members 
Entering Unmasked Estep 
Score: -12324927.000000 Penalty: 5700.891113
	Iteration 17Q: 3 clusters Score -1.232493e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 97554 members 
Entering Unmasked Estep 
Score: -12324979.000000 Penalty: 5700.891113
	Iteration 18Q: 3 clusters Score -1.232498e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 97588 members 
Entering Unmasked Estep 
Score: -12325006.000000 Penalty: 5700.891113
	Iteration 19Q: 3 clusters Score -1.232501e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 97605 members 
Entering Unmasked Estep 
Score: -12325031.000000 Penalty: 5700.891113
	Iteration 20F: 3 clusters Score -1.232503e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 97617 members 
Entering Unmasked Estep 
Score: -12325037.000000 Penalty: 5700.891113
	Iteration 21Q: 3 clusters Score -1.232504e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 97628 members 
Entering Unmasked Estep 
Score: -12325044.000000 Penalty: 5700.891113
	Iteration 22Q: 3 clusters Score -1.232504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 97634 members 
Entering Unmasked Estep 
Score: -12325059.000000 Penalty: 5700.891113
	Iteration 23Q: 3 clusters Score -1.232506e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 97641 members 
Entering Unmasked Estep 
Score: -12325063.000000 Penalty: 5700.891113
	Iteration 24Q: 3 clusters Score -1.232506e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 97647 members 
Entering Unmasked Estep 
Score: -12325076.000000 Penalty: 5700.891113
	Iteration 25Q: 3 clusters Score -1.232508e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 97655 members 
Entering Unmasked Estep 
Score: -12325091.000000 Penalty: 5700.891113
	Iteration 26Q: 3 clusters Score -1.232509e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 97657 members 
Entering Unmasked Estep 
Score: -12325094.000000 Penalty: 5700.891113
	Iteration 27Q: 3 clusters Score -1.232509e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 97662 members 
Entering Unmasked Estep 
Score: -12325090.000000 Penalty: 5700.891113
	Iteration 28Q: 3 clusters Score -1.232509e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 97666 members 
Entering Unmasked Estep 
Score: -12325096.000000 Penalty: 5700.891113
	Iteration 29Q: 3 clusters Score -1.23251e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 97670 members 
Entering Unmasked Estep 
Score: -12325097.000000 Penalty: 5700.891113
	Iteration 30Q: 3 clusters Score -1.23251e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 97674 members 
Entering Unmasked Estep 
Score: -12325104.000000 Penalty: 5700.891113
	Iteration 31Q: 3 clusters Score -1.23251e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 97682 members 
Entering Unmasked Estep 
Score: -12325115.000000 Penalty: 5700.891113
	Iteration 32Q: 3 clusters Score -1.232512e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 97686 members 
Entering Unmasked Estep 
Score: -12325120.000000 Penalty: 5700.891113
	Iteration 33Q: 3 clusters Score -1.232512e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 97686 members 
Entering Unmasked Estep 
Score: -12325121.000000 Penalty: 5700.891113
	Iteration 34Q: 3 clusters Score -1.232512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 97687 members 
Entering Unmasked Estep 
Score: -12325130.000000 Penalty: 5700.891113
	Iteration 35Q: 3 clusters Score -1.232513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 97689 members 
Entering Unmasked Estep 
Score: -12325137.000000 Penalty: 5700.891113
	Iteration 36Q: 3 clusters Score -1.232514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 97692 members 
Entering Unmasked Estep 
Score: -12325137.000000 Penalty: 5700.891113
	Iteration 37Q: 3 clusters Score -1.232514e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 97695 members 
Entering Unmasked Estep 
Score: -12325146.000000 Penalty: 5700.891113
	Iteration 38Q: 3 clusters Score -1.232515e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 97697 members 
Entering Unmasked Estep 
Score: -12325148.000000 Penalty: 5700.891113
	Iteration 39Q: 3 clusters Score -1.232515e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 97698 members 
Entering Unmasked Estep 
Score: -12325141.000000 Penalty: 5700.891113
	Iteration 40F: 3 clusters Score -1.232514e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (15982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Entering Unmasked Estep 
Score: -2006608.875000 Penalty: 2400.446045
	Iteration 0F: 2 clusters Score -2006609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1995197.250000 Penalty: 4800.892090
	Iteration 0F: 3 clusters Score -1995197 nChanged 6838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1998923.625000 Penalty: 4800.892090
	Iteration 1F: 3 clusters Score -1998924 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1999277.625000 Penalty: 4800.892090
	Iteration 2F: 3 clusters Score -1999278 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1999575.125000 Penalty: 4800.892090
	Iteration 3Q: 3 clusters Score -1999575 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1999869.500000 Penalty: 4800.892090
	Iteration 4Q: 3 clusters Score -1999870 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -2000182.750000 Penalty: 4800.892090
	Iteration 5Q: 3 clusters Score -2000183 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -2000567.875000 Penalty: 4800.892090
	Iteration 6Q: 3 clusters Score -2000568 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -2001050.875000 Penalty: 4800.892090
	Iteration 7Q: 3 clusters Score -2001051 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -2001670.875000 Penalty: 4800.892090
	Iteration 8F: 3 clusters Score -2001671 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -2002345.500000 Penalty: 4800.892090
	Iteration 9F: 3 clusters Score -2002346 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -2002972.875000 Penalty: 4800.892090
	Iteration 10F: 3 clusters Score -2002973 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -2003450.250000 Penalty: 4800.892090
	Iteration 11Q: 3 clusters Score -2003450 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -2003801.625000 Penalty: 4800.892090
	Iteration 12Q: 3 clusters Score -2003802 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -2004029.750000 Penalty: 4800.892090
	Iteration 13Q: 3 clusters Score -2004030 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -2004190.625000 Penalty: 4800.892090
	Iteration 14Q: 3 clusters Score -2004191 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -2004282.125000 Penalty: 4800.892090
	Iteration 15Q: 3 clusters Score -2004282 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -2004366.125000 Penalty: 4800.892090
	Iteration 16Q: 3 clusters Score -2004366 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -2004437.375000 Penalty: 4800.892090
	Iteration 17Q: 3 clusters Score -2004437 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -2004477.750000 Penalty: 4800.892090
	Iteration 18Q: 3 clusters Score -2004478 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -2004507.250000 Penalty: 4800.892090
	Iteration 19Q: 3 clusters Score -2004507 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -2004536.250000 Penalty: 4800.892090
	Iteration 20F: 3 clusters Score -2004536 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -2004549.875000 Penalty: 4800.892090
	Iteration 21Q: 3 clusters Score -2004550 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -2004565.750000 Penalty: 4800.892090
	Iteration 22Q: 3 clusters Score -2004566 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -2004578.500000 Penalty: 4800.892090
	Iteration 23Q: 3 clusters Score -2004578 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -2004590.875000 Penalty: 4800.892090
	Iteration 24Q: 3 clusters Score -2004591 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -2004608.125000 Penalty: 4800.892090
	Iteration 25Q: 3 clusters Score -2004608 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -2004614.625000 Penalty: 4800.892090
	Iteration 26Q: 3 clusters Score -2004615 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -2004621.000000 Penalty: 4800.892090
	Iteration 27Q: 3 clusters Score -2004621 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -2004625.750000 Penalty: 4800.892090
	Iteration 28Q: 3 clusters Score -2004626 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 13996 members 
Entering Unmasked Estep 
Score: -2004634.125000 Penalty: 4800.892090
	Iteration 29Q: 3 clusters Score -2004634 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -2004637.750000 Penalty: 4800.892090
	Iteration 30Q: 3 clusters Score -2004638 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -2004645.625000 Penalty: 4800.892090
	Iteration 31Q: 3 clusters Score -2004646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -2004655.125000 Penalty: 4800.892090
	Iteration 32Q: 3 clusters Score -2004655 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -2004659.375000 Penalty: 4800.892090
	Iteration 33Q: 3 clusters Score -2004659 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -2004662.250000 Penalty: 4800.892090
	Iteration 34Q: 3 clusters Score -2004662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -2004671.125000 Penalty: 4800.892090
	Iteration 35Q: 3 clusters Score -2004671 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -2004672.875000 Penalty: 4800.892090
	Iteration 36Q: 3 clusters Score -2004673 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -2004679.000000 Penalty: 4800.892090
	Iteration 37Q: 3 clusters Score -2004679 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -2004686.750000 Penalty: 4800.892090
	Iteration 38Q: 3 clusters Score -2004687 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -2004688.250000 Penalty: 4800.892090
	Iteration 39Q: 3 clusters Score -2004688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -2004692.000000 Penalty: 4800.892090
	Iteration 40F: 3 clusters Score -2004692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -2004690.625000 Penalty: 4800.892090
	Iteration 41Q: 3 clusters Score -2004691 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -2004703.125000 Penalty: 4800.892090
	Iteration 42Q: 3 clusters Score -2004703 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -2004705.750000 Penalty: 4800.892090
	Iteration 43Q: 3 clusters Score -2004706 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -2004711.375000 Penalty: 4800.892090
	Iteration 44Q: 3 clusters Score -2004711 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -2004720.500000 Penalty: 4800.892090
	Iteration 45Q: 3 clusters Score -2004720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -2004722.125000 Penalty: 4800.892090
	Iteration 46Q: 3 clusters Score -2004722 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -2004730.375000 Penalty: 4800.892090
	Iteration 47Q: 3 clusters Score -2004730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -2004739.875000 Penalty: 4800.892090
	Iteration 48Q: 3 clusters Score -2004740 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -2004745.000000 Penalty: 4800.892090
	Iteration 49Q: 3 clusters Score -2004745 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -2004752.875000 Penalty: 4800.892090
	Iteration 50Q: 3 clusters Score -2004753 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -2004756.375000 Penalty: 4800.892090
	Iteration 51Q: 3 clusters Score -2004756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -2004760.500000 Penalty: 4800.892090
	Iteration 52Q: 3 clusters Score -2004760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -2004768.750000 Penalty: 4800.892090
	Iteration 53Q: 3 clusters Score -2004769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -2004772.250000 Penalty: 4800.892090
	Iteration 54Q: 3 clusters Score -2004772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -2004776.500000 Penalty: 4800.892090
	Iteration 55Q: 3 clusters Score -2004776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -2004784.125000 Penalty: 4800.892090
	Iteration 56Q: 3 clusters Score -2004784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -2004781.750000 Penalty: 4800.892090
	Iteration 57Q: 3 clusters Score -2004782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -2004788.375000 Penalty: 4800.892090
	Iteration 58Q: 3 clusters Score -2004788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -2004784.625000 Penalty: 4800.892090
	Iteration 59Q: 3 clusters Score -2004785 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -2004790.125000 Penalty: 4800.892090
	Iteration 60F: 3 clusters Score -2004790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -2004789.500000 Penalty: 4800.892090
	Iteration 61Q: 3 clusters Score -2004790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -2004789.500000 Penalty: 4800.892090
	Iteration 62F: 3 clusters Score -2004790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Entering Unmasked Estep 
Score: -488871.375000 Penalty: 2068.610596
	Iteration 0F: 2 clusters Score -488871.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -484920.500000 Penalty: 4137.221191
	Iteration 0F: 3 clusters Score -484920.5 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -486032.718750 Penalty: 4137.221191
	Iteration 1F: 3 clusters Score -486032.7 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -486331.156250 Penalty: 4137.221191
	Iteration 2F: 3 clusters Score -486331.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -486541.812500 Penalty: 4137.221191
	Iteration 3F: 3 clusters Score -486541.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -486741.625000 Penalty: 4137.221191
	Iteration 4F: 3 clusters Score -486741.6 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -486903.812500 Penalty: 4137.221191
	Iteration 5Q: 3 clusters Score -486903.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -487052.375000 Penalty: 4137.221191
	Iteration 6Q: 3 clusters Score -487052.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -487195.906250 Penalty: 4137.221191
	Iteration 7Q: 3 clusters Score -487195.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -487323.468750 Penalty: 4137.221191
	Iteration 8Q: 3 clusters Score -487323.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -487408.093750 Penalty: 4137.221191
	Iteration 9Q: 3 clusters Score -487408.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -487480.625000 Penalty: 4137.221191
	Iteration 10Q: 3 clusters Score -487480.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -487531.312500 Penalty: 4137.221191
	Iteration 11Q: 3 clusters Score -487531.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -487556.593750 Penalty: 4137.221191
	Iteration 12Q: 3 clusters Score -487556.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -487569.968750 Penalty: 4137.221191
	Iteration 13Q: 3 clusters Score -487570 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -487582.875000 Penalty: 4137.221191
	Iteration 14Q: 3 clusters Score -487582.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -487589.531250 Penalty: 4137.221191
	Iteration 15Q: 3 clusters Score -487589.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -487595.843750 Penalty: 4137.221191
	Iteration 16Q: 3 clusters Score -487595.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -487599.062500 Penalty: 4137.221191
	Iteration 17Q: 3 clusters Score -487599.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -487601.843750 Penalty: 4137.221191
	Iteration 18Q: 3 clusters Score -487601.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -487605.312500 Penalty: 4137.221191
	Iteration 19Q: 3 clusters Score -487605.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -487609.500000 Penalty: 4137.221191
	Iteration 20F: 3 clusters Score -487609.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -487613.968750 Penalty: 4137.221191
	Iteration 21Q: 3 clusters Score -487614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -487620.500000 Penalty: 4137.221191
	Iteration 22Q: 3 clusters Score -487620.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -487626.218750 Penalty: 4137.221191
	Iteration 23Q: 3 clusters Score -487626.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -487631.562500 Penalty: 4137.221191
	Iteration 24Q: 3 clusters Score -487631.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -487634.812500 Penalty: 4137.221191
	Iteration 25Q: 3 clusters Score -487634.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -487636.937500 Penalty: 4137.221191
	Iteration 26Q: 3 clusters Score -487636.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -487637.781250 Penalty: 4137.221191
	Iteration 27Q: 3 clusters Score -487637.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -487638.468750 Penalty: 4137.221191
	Iteration 28Q: 3 clusters Score -487638.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -487638.468750 Penalty: 4137.221191
	Iteration 29F: 3 clusters Score -487638.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (239855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239855 members 
Entering Unmasked Estep 
Score: -29783992.000000 Penalty: 3072.171875
	Iteration 0F: 2 clusters Score -2.978399e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119520 members 
Mstep: Class 2 contains 120335 members 
Entering Unmasked Estep 
Score: -29630426.000000 Penalty: 6144.343750
	Iteration 0F: 3 clusters Score -2.963043e+07 nChanged 116269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112099 members 
Mstep: Class 2 contains 127756 members 
Entering Unmasked Estep 
Score: -29699206.000000 Penalty: 6144.343750
	Iteration 1F: 3 clusters Score -2.969921e+07 nChanged 7168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107073 members 
Mstep: Class 2 contains 132782 members 
Entering Unmasked Estep 
Score: -29701240.000000 Penalty: 6144.343750
	Iteration 2Q: 3 clusters Score -2.970124e+07 nChanged 9153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99126 members 
Mstep: Class 2 contains 140729 members 
Entering Unmasked Estep 
Score: -29704726.000000 Penalty: 6144.343750
	Iteration 3Q: 3 clusters Score -2.970473e+07 nChanged 12501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87171 members 
Mstep: Class 2 contains 152684 members 
Entering Unmasked Estep 
Score: -29710878.000000 Penalty: 6144.343750
	Iteration 4F: 3 clusters Score -2.971088e+07 nChanged 17394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69947 members 
Mstep: Class 2 contains 169908 members 
Entering Unmasked Estep 
Score: -29722282.000000 Penalty: 6144.343750
	Iteration 5F: 3 clusters Score -2.972228e+07 nChanged 21639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48324 members 
Mstep: Class 2 contains 191531 members 
Entering Unmasked Estep 
Score: -29739358.000000 Penalty: 6144.343750
	Iteration 6F: 3 clusters Score -2.973936e+07 nChanged 21485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 213008 members 
Entering Unmasked Estep 
Score: -29757650.000000 Penalty: 6144.343750
	Iteration 7F: 3 clusters Score -2.975765e+07 nChanged 15629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 228637 members 
Entering Unmasked Estep 
Score: -29771142.000000 Penalty: 6144.343750
	Iteration 8F: 3 clusters Score -2.977114e+07 nChanged 7606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 236241 members 
Entering Unmasked Estep 
Score: -29778066.000000 Penalty: 6144.343750
	Iteration 9Q: 3 clusters Score -2.977807e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 238713 members 
Entering Unmasked Estep 
Score: -29780232.000000 Penalty: 6144.343750
	Iteration 10Q: 3 clusters Score -2.978023e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 239348 members 
Entering Unmasked Estep 
Score: -29780822.000000 Penalty: 6144.343750
	Iteration 11Q: 3 clusters Score -2.978082e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 239529 members 
Entering Unmasked Estep 
Score: -29780992.000000 Penalty: 6144.343750
	Iteration 12Q: 3 clusters Score -2.978099e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 239575 members 
Entering Unmasked Estep 
Score: -29781100.000000 Penalty: 6144.343750
	Iteration 13Q: 3 clusters Score -2.97811e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 239592 members 
Entering Unmasked Estep 
Score: -29781124.000000 Penalty: 6144.343750
	Iteration 14Q: 3 clusters Score -2.978112e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 239599 members 
Entering Unmasked Estep 
Score: -29781180.000000 Penalty: 6144.343750
	Iteration 15Q: 3 clusters Score -2.978118e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 239608 members 
Entering Unmasked Estep 
Score: -29781208.000000 Penalty: 6144.343750
	Iteration 16Q: 3 clusters Score -2.978121e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 239612 members 
Entering Unmasked Estep 
Score: -29781214.000000 Penalty: 6144.343750
	Iteration 17Q: 3 clusters Score -2.978121e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 239610 members 
Entering Unmasked Estep 
Score: -29781232.000000 Penalty: 6144.343750
	Iteration 18Q: 3 clusters Score -2.978123e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 239615 members 
Entering Unmasked Estep 
Score: -29781232.000000 Penalty: 6144.343750
	Iteration 19Q: 3 clusters Score -2.978123e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 239618 members 
Entering Unmasked Estep 
Score: -29781254.000000 Penalty: 6144.343750
	Iteration 20F: 3 clusters Score -2.978125e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 239621 members 
Entering Unmasked Estep 
Score: -29781232.000000 Penalty: 6144.343750
	Iteration 21Q: 3 clusters Score -2.978123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 239620 members 
Entering Unmasked Estep 
Score: -29781250.000000 Penalty: 6144.343750
	Iteration 22Q: 3 clusters Score -2.978125e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 239620 members 
Entering Unmasked Estep 
Score: -29781250.000000 Penalty: 6144.343750
	Iteration 23F: 3 clusters Score -2.978125e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Entering Unmasked Estep 
Score: -251012.640625 Penalty: 1917.410034
	Iteration 0F: 2 clusters Score -251012.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -248319.140625 Penalty: 3834.820068
	Iteration 0F: 3 clusters Score -248319.1 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -248928.703125 Penalty: 3834.820068
	Iteration 1F: 3 clusters Score -248928.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -249086.781250 Penalty: 3834.820068
	Iteration 2F: 3 clusters Score -249086.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -249197.656250 Penalty: 3834.820068
	Iteration 3Q: 3 clusters Score -249197.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -249295.234375 Penalty: 3834.820068
	Iteration 4Q: 3 clusters Score -249295.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -249407.453125 Penalty: 3834.820068
	Iteration 5Q: 3 clusters Score -249407.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -249511.500000 Penalty: 3834.820068
	Iteration 6Q: 3 clusters Score -249511.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -249644.984375 Penalty: 3834.820068
	Iteration 7Q: 3 clusters Score -249645 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -249784.953125 Penalty: 3834.820068
	Iteration 8Q: 3 clusters Score -249785 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -249928.000000 Penalty: 3834.820068
	Iteration 9Q: 3 clusters Score -249928 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -250053.593750 Penalty: 3834.820068
	Iteration 10Q: 3 clusters Score -250053.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -250164.875000 Penalty: 3834.820068
	Iteration 11Q: 3 clusters Score -250164.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -250260.546875 Penalty: 3834.820068
	Iteration 12Q: 3 clusters Score -250260.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -250345.781250 Penalty: 3834.820068
	Iteration 13Q: 3 clusters Score -250345.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -250413.218750 Penalty: 3834.820068
	Iteration 14Q: 3 clusters Score -250413.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -250461.312500 Penalty: 3834.820068
	Iteration 15Q: 3 clusters Score -250461.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -250495.359375 Penalty: 3834.820068
	Iteration 16Q: 3 clusters Score -250495.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -250520.265625 Penalty: 3834.820068
	Iteration 17Q: 3 clusters Score -250520.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -250560.625000 Penalty: 3834.820068
	Iteration 18Q: 3 clusters Score -250560.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -250604.343750 Penalty: 3834.820068
	Iteration 19Q: 3 clusters Score -250604.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -250768.593750 Penalty: 3834.820068
	Iteration 20F: 3 clusters Score -250768.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -250916.703125 Penalty: 3834.820068
	Iteration 21Q: 3 clusters Score -250916.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -250977.937500 Penalty: 3834.820068
	Iteration 22Q: 3 clusters Score -250977.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -251019.828125 Penalty: 3834.820068
	Iteration 23Q: 3 clusters Score -251019.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -251039.437500 Penalty: 3834.820068
	Iteration 24Q: 3 clusters Score -251039.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -251046.671875 Penalty: 3834.820068
	Iteration 25Q: 3 clusters Score -251046.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -251050.171875 Penalty: 3834.820068
	Iteration 26Q: 3 clusters Score -251050.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -251052.953125 Penalty: 3834.820068
	Iteration 27Q: 3 clusters Score -251053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -251054.171875 Penalty: 3834.820068
	Iteration 28Q: 3 clusters Score -251054.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -251054.234375 Penalty: 3834.820068
	Iteration 29F: 3 clusters Score -251054.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -251058.671875 Penalty: 3834.820068
	Iteration 30Q: 3 clusters Score -251058.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -251072.875000 Penalty: 3834.820068
	Iteration 31Q: 3 clusters Score -251072.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -251089.171875 Penalty: 3834.820068
	Iteration 32Q: 3 clusters Score -251089.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -251100.046875 Penalty: 3834.820068
	Iteration 33Q: 3 clusters Score -251100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -251109.531250 Penalty: 3834.820068
	Iteration 34Q: 3 clusters Score -251109.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -251110.062500 Penalty: 3834.820068
	Iteration 35Q: 3 clusters Score -251110.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -251111.968750 Penalty: 3834.820068
	Iteration 36Q: 3 clusters Score -251112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -251111.968750 Penalty: 3834.820068
	Iteration 37F: 3 clusters Score -251112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 13563 members 
Mstep: Class 3 contains 53950 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 6081 members 
Mstep: Class 6 contains 2902 members 
Mstep: Class 7 contains 31331 members 
Mstep: Class 8 contains 30764 members 
Mstep: Class 9 contains 6557 members 
Mstep: Class 10 contains 98099 members 
Mstep: Class 11 contains 15982 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 239855 members 
Mstep: Class 14 contains 2025 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 17 contains 38627 members 
Mstep: Class 18 contains 254 members 
Mstep: Class 19 contains 55129 members 
Mstep: Class 20 contains 190381 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5572 members 
Entering Unmasked Estep 
Score: -104772704.000000 Penalty: 74538.125000
Splitting cluster 14 changes total score from -104774256.000000 to -104772704.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (1342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Entering Unmasked Estep 
Score: -153828.140625 Penalty: 1786.075195
	Iteration 0F: 2 clusters Score -153828.1 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 650 members 
Entering Unmasked Estep 
Score: -151706.281250 Penalty: 3572.150391
	Iteration 0F: 3 clusters Score -151706.3 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -152305.359375 Penalty: 3572.150391
	Iteration 1F: 3 clusters Score -152305.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -152520.046875 Penalty: 3572.150391
	Iteration 2F: 3 clusters Score -152520 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -152646.140625 Penalty: 3572.150391
	Iteration 3F: 3 clusters Score -152646.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -152739.328125 Penalty: 3572.150391
	Iteration 4Q: 3 clusters Score -152739.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -152817.187500 Penalty: 3572.150391
	Iteration 5Q: 3 clusters Score -152817.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -152906.265625 Penalty: 3572.150391
	Iteration 6Q: 3 clusters Score -152906.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -153025.718750 Penalty: 3572.150391
	Iteration 7Q: 3 clusters Score -153025.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -153169.484375 Penalty: 3572.150391
	Iteration 8Q: 3 clusters Score -153169.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -153378.484375 Penalty: 3572.150391
	Iteration 9Q: 3 clusters Score -153378.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -153656.906250 Penalty: 3572.150391
	Iteration 10Q: 3 clusters Score -153656.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -153927.859375 Penalty: 3572.150391
	Iteration 11F: 3 clusters Score -153927.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -154103.437500 Penalty: 3572.150391
	Iteration 12F: 3 clusters Score -154103.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -154246.031250 Penalty: 3572.150391
	Iteration 13Q: 3 clusters Score -154246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -154304.875000 Penalty: 3572.150391
	Iteration 14Q: 3 clusters Score -154304.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -154364.203125 Penalty: 3572.150391
	Iteration 15Q: 3 clusters Score -154364.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -154408.078125 Penalty: 3572.150391
	Iteration 16Q: 3 clusters Score -154408.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -154430.687500 Penalty: 3572.150391
	Iteration 17Q: 3 clusters Score -154430.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -154435.859375 Penalty: 3572.150391
	Iteration 18Q: 3 clusters Score -154435.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -154435.859375 Penalty: 3572.150391
	Iteration 19F: 3 clusters Score -154435.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 13563 members 
Mstep: Class 3 contains 53950 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 6081 members 
Mstep: Class 6 contains 2902 members 
Mstep: Class 7 contains 31331 members 
Mstep: Class 8 contains 30764 members 
Mstep: Class 9 contains 6557 members 
Mstep: Class 10 contains 98099 members 
Mstep: Class 11 contains 15982 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 239855 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 15 contains 848 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 17 contains 38627 members 
Mstep: Class 18 contains 494 members 
Mstep: Class 19 contains 55129 members 
Mstep: Class 20 contains 190381 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5572 members 
Entering Unmasked Estep 
Score: -104773040.000000 Penalty: 74538.125000
Splitting cluster 15 changes total score from -104774256.000000 to -104773040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (1683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Entering Unmasked Estep 
Score: -201301.140625 Penalty: 1842.226685
	Iteration 0F: 2 clusters Score -201301.1 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 865 members 
Entering Unmasked Estep 
Score: -198868.859375 Penalty: 3684.453369
	Iteration 0F: 3 clusters Score -198868.9 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -199312.843750 Penalty: 3684.453369
	Iteration 1F: 3 clusters Score -199312.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -199441.968750 Penalty: 3684.453369
	Iteration 2F: 3 clusters Score -199442 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -199508.437500 Penalty: 3684.453369
	Iteration 3Q: 3 clusters Score -199508.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -199541.187500 Penalty: 3684.453369
	Iteration 4Q: 3 clusters Score -199541.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -199557.609375 Penalty: 3684.453369
	Iteration 5Q: 3 clusters Score -199557.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -199576.000000 Penalty: 3684.453369
	Iteration 6Q: 3 clusters Score -199576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -199584.812500 Penalty: 3684.453369
	Iteration 7Q: 3 clusters Score -199584.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -199592.250000 Penalty: 3684.453369
	Iteration 8Q: 3 clusters Score -199592.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -199594.156250 Penalty: 3684.453369
	Iteration 9Q: 3 clusters Score -199594.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -199598.625000 Penalty: 3684.453369
	Iteration 10Q: 3 clusters Score -199598.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -199598.906250 Penalty: 3684.453369
	Iteration 11Q: 3 clusters Score -199598.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -199599.796875 Penalty: 3684.453369
	Iteration 12Q: 3 clusters Score -199599.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -199599.796875 Penalty: 3684.453369
	Iteration 13F: 3 clusters Score -199599.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (38627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38627 members 
Entering Unmasked Estep 
Score: -4876806.500000 Penalty: 2619.303223
	Iteration 0F: 2 clusters Score -4876806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -4850415.000000 Penalty: 5238.606445
	Iteration 0F: 3 clusters Score -4850415 nChanged 17730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -4860071.500000 Penalty: 5238.606445
	Iteration 1F: 3 clusters Score -4860072 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21248 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -4860648.000000 Penalty: 5238.606445
	Iteration 2Q: 3 clusters Score -4860648 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -4861205.000000 Penalty: 5238.606445
	Iteration 3Q: 3 clusters Score -4861205 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -4862025.500000 Penalty: 5238.606445
	Iteration 4Q: 3 clusters Score -4862026 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25543 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -4863200.500000 Penalty: 5238.606445
	Iteration 5F: 3 clusters Score -4863200 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -4865006.500000 Penalty: 5238.606445
	Iteration 6F: 3 clusters Score -4865006 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -4867566.000000 Penalty: 5238.606445
	Iteration 7F: 3 clusters Score -4867566 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34125 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -4870431.500000 Penalty: 5238.606445
	Iteration 8F: 3 clusters Score -4870432 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36351 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -4872548.500000 Penalty: 5238.606445
	Iteration 9F: 3 clusters Score -4872548 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37479 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -4873558.500000 Penalty: 5238.606445
	Iteration 10Q: 3 clusters Score -4873558 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37959 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4874035.500000 Penalty: 5238.606445
	Iteration 11Q: 3 clusters Score -4874036 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4874259.500000 Penalty: 5238.606445
	Iteration 12Q: 3 clusters Score -4874260 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38246 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4874346.500000 Penalty: 5238.606445
	Iteration 13Q: 3 clusters Score -4874346 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38287 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4874397.500000 Penalty: 5238.606445
	Iteration 14Q: 3 clusters Score -4874398 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38311 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4874443.000000 Penalty: 5238.606445
	Iteration 15Q: 3 clusters Score -4874443 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38321 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -4874476.000000 Penalty: 5238.606445
	Iteration 16Q: 3 clusters Score -4874476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38332 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4874501.500000 Penalty: 5238.606445
	Iteration 17Q: 3 clusters Score -4874502 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38335 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4874504.000000 Penalty: 5238.606445
	Iteration 18Q: 3 clusters Score -4874504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38335 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -4874509.000000 Penalty: 5238.606445
	Iteration 19Q: 3 clusters Score -4874509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4874514.000000 Penalty: 5238.606445
	Iteration 20F: 3 clusters Score -4874514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38344 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4874525.000000 Penalty: 5238.606445
	Iteration 21Q: 3 clusters Score -4874525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38346 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4874528.500000 Penalty: 5238.606445
	Iteration 22Q: 3 clusters Score -4874528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38348 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4874529.500000 Penalty: 5238.606445
	Iteration 23Q: 3 clusters Score -4874530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38349 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4874532.000000 Penalty: 5238.606445
	Iteration 24Q: 3 clusters Score -4874532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4874531.000000 Penalty: 5238.606445
	Iteration 25Q: 3 clusters Score -4874531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4874529.500000 Penalty: 5238.606445
	Iteration 26Q: 3 clusters Score -4874530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -4874529.500000 Penalty: 5238.606445
	Iteration 27F: 3 clusters Score -4874530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (55129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55129 members 
Entering Unmasked Estep 
Score: -6688639.500000 Penalty: 2707.522949
	Iteration 0F: 2 clusters Score -6688640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27804 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -6651596.500000 Penalty: 5415.045898
	Iteration 0F: 3 clusters Score -6651596 nChanged 25564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -6665813.500000 Penalty: 5415.045898
	Iteration 1F: 3 clusters Score -6665814 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -6666420.000000 Penalty: 5415.045898
	Iteration 2Q: 3 clusters Score -6666420 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -6667258.500000 Penalty: 5415.045898
	Iteration 3Q: 3 clusters Score -6667258 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33720 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -6668415.500000 Penalty: 5415.045898
	Iteration 4Q: 3 clusters Score -6668416 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36682 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -6670131.500000 Penalty: 5415.045898
	Iteration 5F: 3 clusters Score -6670132 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40522 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -6672937.500000 Penalty: 5415.045898
	Iteration 6F: 3 clusters Score -6672938 nChanged 4615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45103 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -6676851.500000 Penalty: 5415.045898
	Iteration 7F: 3 clusters Score -6676852 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49474 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -6680930.500000 Penalty: 5415.045898
	Iteration 8F: 3 clusters Score -6680930 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52483 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -6683774.000000 Penalty: 5415.045898
	Iteration 9F: 3 clusters Score -6683774 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53993 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -6685233.000000 Penalty: 5415.045898
	Iteration 10Q: 3 clusters Score -6685233 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54574 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -6685827.500000 Penalty: 5415.045898
	Iteration 11Q: 3 clusters Score -6685828 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54760 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -6686044.000000 Penalty: 5415.045898
	Iteration 12Q: 3 clusters Score -6686044 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54829 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -6686144.500000 Penalty: 5415.045898
	Iteration 13Q: 3 clusters Score -6686144 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54854 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -6686193.500000 Penalty: 5415.045898
	Iteration 14Q: 3 clusters Score -6686194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54868 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -6686217.500000 Penalty: 5415.045898
	Iteration 15Q: 3 clusters Score -6686218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54875 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -6686228.000000 Penalty: 5415.045898
	Iteration 16Q: 3 clusters Score -6686228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54882 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -6686240.500000 Penalty: 5415.045898
	Iteration 17Q: 3 clusters Score -6686240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54883 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -6686259.500000 Penalty: 5415.045898
	Iteration 18Q: 3 clusters Score -6686260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54880 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -6686261.500000 Penalty: 5415.045898
	Iteration 19Q: 3 clusters Score -6686262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54881 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -6686275.000000 Penalty: 5415.045898
	Iteration 20F: 3 clusters Score -6686275 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54882 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -6686273.500000 Penalty: 5415.045898
	Iteration 21Q: 3 clusters Score -6686274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54883 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -6686275.500000 Penalty: 5415.045898
	Iteration 22Q: 3 clusters Score -6686276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54885 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -6686286.000000 Penalty: 5415.045898
	Iteration 23Q: 3 clusters Score -6686286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54887 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -6686283.000000 Penalty: 5415.045898
	Iteration 24Q: 3 clusters Score -6686283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54889 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -6686291.000000 Penalty: 5415.045898
	Iteration 25Q: 3 clusters Score -6686291 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54889 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -6686291.000000 Penalty: 5415.045898
	Iteration 26F: 3 clusters Score -6686291 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (190381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190381 members 
Entering Unmasked Estep 
Score: -23673750.000000 Penalty: 3014.882080
	Iteration 0F: 2 clusters Score -2.367375e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94868 members 
Mstep: Class 2 contains 95513 members 
Entering Unmasked Estep 
Score: -23547900.000000 Penalty: 6029.764160
	Iteration 0F: 3 clusters Score -2.35479e+07 nChanged 91752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89564 members 
Mstep: Class 2 contains 100817 members 
Entering Unmasked Estep 
Score: -23602914.000000 Penalty: 6029.764160
	Iteration 1F: 3 clusters Score -2.360291e+07 nChanged 7212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85826 members 
Mstep: Class 2 contains 104555 members 
Entering Unmasked Estep 
Score: -23605310.000000 Penalty: 6029.764160
	Iteration 2Q: 3 clusters Score -2.360531e+07 nChanged 8944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80142 members 
Mstep: Class 2 contains 110239 members 
Entering Unmasked Estep 
Score: -23609672.000000 Penalty: 6029.764160
	Iteration 3Q: 3 clusters Score -2.360967e+07 nChanged 11528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71678 members 
Mstep: Class 2 contains 118703 members 
Entering Unmasked Estep 
Score: -23616210.000000 Penalty: 6029.764160
	Iteration 4F: 3 clusters Score -2.361621e+07 nChanged 13912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60268 members 
Mstep: Class 2 contains 130113 members 
Entering Unmasked Estep 
Score: -23626522.000000 Penalty: 6029.764160
	Iteration 5F: 3 clusters Score -2.362652e+07 nChanged 15034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47176 members 
Mstep: Class 2 contains 143205 members 
Entering Unmasked Estep 
Score: -23639184.000000 Penalty: 6029.764160
	Iteration 6F: 3 clusters Score -2.363918e+07 nChanged 13394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 155321 members 
Entering Unmasked Estep 
Score: -23651194.000000 Penalty: 6029.764160
	Iteration 7F: 3 clusters Score -2.365119e+07 nChanged 9447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 163798 members 
Entering Unmasked Estep 
Score: -23658958.000000 Penalty: 6029.764160
	Iteration 8Q: 3 clusters Score -2.365896e+07 nChanged 6284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21097 members 
Mstep: Class 2 contains 169284 members 
Entering Unmasked Estep 
Score: -23663458.000000 Penalty: 6029.764160
	Iteration 9Q: 3 clusters Score -2.366346e+07 nChanged 4191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 173033 members 
Entering Unmasked Estep 
Score: -23666084.000000 Penalty: 6029.764160
	Iteration 10Q: 3 clusters Score -2.366608e+07 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 175891 members 
Entering Unmasked Estep 
Score: -23667628.000000 Penalty: 6029.764160
	Iteration 11Q: 3 clusters Score -2.366763e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 178159 members 
Entering Unmasked Estep 
Score: -23668816.000000 Penalty: 6029.764160
	Iteration 12Q: 3 clusters Score -2.366882e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 179952 members 
Entering Unmasked Estep 
Score: -23669654.000000 Penalty: 6029.764160
	Iteration 13Q: 3 clusters Score -2.366965e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 181362 members 
Entering Unmasked Estep 
Score: -23670202.000000 Penalty: 6029.764160
	Iteration 14Q: 3 clusters Score -2.36702e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 182469 members 
Entering Unmasked Estep 
Score: -23670634.000000 Penalty: 6029.764160
	Iteration 15Q: 3 clusters Score -2.367063e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 183380 members 
Entering Unmasked Estep 
Score: -23671046.000000 Penalty: 6029.764160
	Iteration 16Q: 3 clusters Score -2.367105e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 184170 members 
Entering Unmasked Estep 
Score: -23671322.000000 Penalty: 6029.764160
	Iteration 17Q: 3 clusters Score -2.367132e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 184824 members 
Entering Unmasked Estep 
Score: -23671444.000000 Penalty: 6029.764160
	Iteration 18Q: 3 clusters Score -2.367144e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 185372 members 
Entering Unmasked Estep 
Score: -23671614.000000 Penalty: 6029.764160
	Iteration 19Q: 3 clusters Score -2.367161e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 185878 members 
Entering Unmasked Estep 
Score: -23671690.000000 Penalty: 6029.764160
	Iteration 20F: 3 clusters Score -2.367169e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 186280 members 
Entering Unmasked Estep 
Score: -23671676.000000 Penalty: 6029.764160
	Iteration 21Q: 3 clusters Score -2.367168e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 186618 members 
Entering Unmasked Estep 
Score: -23671692.000000 Penalty: 6029.764160
	Iteration 22Q: 3 clusters Score -2.367169e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 186894 members 
Entering Unmasked Estep 
Score: -23671790.000000 Penalty: 6029.764160
	Iteration 23Q: 3 clusters Score -2.367179e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 187122 members 
Entering Unmasked Estep 
Score: -23671810.000000 Penalty: 6029.764160
	Iteration 24Q: 3 clusters Score -2.367181e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 187323 members 
Entering Unmasked Estep 
Score: -23671788.000000 Penalty: 6029.764160
	Iteration 25Q: 3 clusters Score -2.367179e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 187484 members 
Entering Unmasked Estep 
Score: -23671830.000000 Penalty: 6029.764160
	Iteration 26Q: 3 clusters Score -2.367183e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 187637 members 
Entering Unmasked Estep 
Score: -23671868.000000 Penalty: 6029.764160
	Iteration 27Q: 3 clusters Score -2.367187e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 187784 members 
Entering Unmasked Estep 
Score: -23671850.000000 Penalty: 6029.764160
	Iteration 28Q: 3 clusters Score -2.367185e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 187907 members 
Entering Unmasked Estep 
Score: -23671926.000000 Penalty: 6029.764160
	Iteration 29Q: 3 clusters Score -2.367193e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 188010 members 
Entering Unmasked Estep 
Score: -23671946.000000 Penalty: 6029.764160
	Iteration 30Q: 3 clusters Score -2.367195e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 188084 members 
Entering Unmasked Estep 
Score: -23671952.000000 Penalty: 6029.764160
	Iteration 31Q: 3 clusters Score -2.367195e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 188160 members 
Entering Unmasked Estep 
Score: -23671936.000000 Penalty: 6029.764160
	Iteration 32Q: 3 clusters Score -2.367194e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 188230 members 
Entering Unmasked Estep 
Score: -23671954.000000 Penalty: 6029.764160
	Iteration 33Q: 3 clusters Score -2.367195e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 188300 members 
Entering Unmasked Estep 
Score: -23671946.000000 Penalty: 6029.764160
	Iteration 34Q: 3 clusters Score -2.367195e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 188340 members 
Entering Unmasked Estep 
Score: -23671952.000000 Penalty: 6029.764160
	Iteration 35Q: 3 clusters Score -2.367195e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 188369 members 
Entering Unmasked Estep 
Score: -23671968.000000 Penalty: 6029.764160
	Iteration 36Q: 3 clusters Score -2.367197e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 188410 members 
Entering Unmasked Estep 
Score: -23671986.000000 Penalty: 6029.764160
	Iteration 37Q: 3 clusters Score -2.367199e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 188458 members 
Entering Unmasked Estep 
Score: -23672010.000000 Penalty: 6029.764160
	Iteration 38Q: 3 clusters Score -2.367201e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 188496 members 
Entering Unmasked Estep 
Score: -23672020.000000 Penalty: 6029.764160
	Iteration 39Q: 3 clusters Score -2.367202e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 188525 members 
Entering Unmasked Estep 
Score: -23672030.000000 Penalty: 6029.764160
	Iteration 40F: 3 clusters Score -2.367203e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 188547 members 
Entering Unmasked Estep 
Score: -23672008.000000 Penalty: 6029.764160
	Iteration 41Q: 3 clusters Score -2.367201e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 188564 members 
Entering Unmasked Estep 
Score: -23672022.000000 Penalty: 6029.764160
	Iteration 42Q: 3 clusters Score -2.367202e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 188584 members 
Entering Unmasked Estep 
Score: -23672054.000000 Penalty: 6029.764160
	Iteration 43Q: 3 clusters Score -2.367205e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 188596 members 
Entering Unmasked Estep 
Score: -23672060.000000 Penalty: 6029.764160
	Iteration 44Q: 3 clusters Score -2.367206e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 188614 members 
Entering Unmasked Estep 
Score: -23672058.000000 Penalty: 6029.764160
	Iteration 45Q: 3 clusters Score -2.367206e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 188630 members 
Entering Unmasked Estep 
Score: -23672056.000000 Penalty: 6029.764160
	Iteration 46Q: 3 clusters Score -2.367206e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 188645 members 
Entering Unmasked Estep 
Score: -23672046.000000 Penalty: 6029.764160
	Iteration 47Q: 3 clusters Score -2.367205e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 188657 members 
Entering Unmasked Estep 
Score: -23672042.000000 Penalty: 6029.764160
	Iteration 48Q: 3 clusters Score -2.367204e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 188674 members 
Entering Unmasked Estep 
Score: -23672050.000000 Penalty: 6029.764160
	Iteration 49Q: 3 clusters Score -2.367205e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 188691 members 
Entering Unmasked Estep 
Score: -23672034.000000 Penalty: 6029.764160
	Iteration 50Q: 3 clusters Score -2.367203e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 188709 members 
Entering Unmasked Estep 
Score: -23672050.000000 Penalty: 6029.764160
	Iteration 51Q: 3 clusters Score -2.367205e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 188725 members 
Entering Unmasked Estep 
Score: -23672064.000000 Penalty: 6029.764160
	Iteration 52Q: 3 clusters Score -2.367206e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 188737 members 
Entering Unmasked Estep 
Score: -23672068.000000 Penalty: 6029.764160
	Iteration 53Q: 3 clusters Score -2.367207e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 188747 members 
Entering Unmasked Estep 
Score: -23672064.000000 Penalty: 6029.764160
	Iteration 54Q: 3 clusters Score -2.367206e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 188761 members 
Entering Unmasked Estep 
Score: -23672080.000000 Penalty: 6029.764160
	Iteration 55Q: 3 clusters Score -2.367208e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 188770 members 
Entering Unmasked Estep 
Score: -23672094.000000 Penalty: 6029.764160
	Iteration 56Q: 3 clusters Score -2.367209e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 188781 members 
Entering Unmasked Estep 
Score: -23672088.000000 Penalty: 6029.764160
	Iteration 57Q: 3 clusters Score -2.367209e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 188794 members 
Entering Unmasked Estep 
Score: -23672110.000000 Penalty: 6029.764160
	Iteration 58Q: 3 clusters Score -2.367211e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 188807 members 
Entering Unmasked Estep 
Score: -23672122.000000 Penalty: 6029.764160
	Iteration 59Q: 3 clusters Score -2.367212e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 188820 members 
Entering Unmasked Estep 
Score: -23672100.000000 Penalty: 6029.764160
	Iteration 60F: 3 clusters Score -2.36721e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 188836 members 
Entering Unmasked Estep 
Score: -23672100.000000 Penalty: 6029.764160
	Iteration 61Q: 3 clusters Score -2.36721e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 188853 members 
Entering Unmasked Estep 
Score: -23672120.000000 Penalty: 6029.764160
	Iteration 62Q: 3 clusters Score -2.367212e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 188868 members 
Entering Unmasked Estep 
Score: -23672116.000000 Penalty: 6029.764160
	Iteration 63Q: 3 clusters Score -2.367212e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 188878 members 
Entering Unmasked Estep 
Score: -23672128.000000 Penalty: 6029.764160
	Iteration 64Q: 3 clusters Score -2.367213e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 188881 members 
Entering Unmasked Estep 
Score: -23672124.000000 Penalty: 6029.764160
	Iteration 65Q: 3 clusters Score -2.367212e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 188886 members 
Entering Unmasked Estep 
Score: -23672136.000000 Penalty: 6029.764160
	Iteration 66Q: 3 clusters Score -2.367214e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 188893 members 
Entering Unmasked Estep 
Score: -23672152.000000 Penalty: 6029.764160
	Iteration 67Q: 3 clusters Score -2.367215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 188898 members 
Entering Unmasked Estep 
Score: -23672136.000000 Penalty: 6029.764160
	Iteration 68Q: 3 clusters Score -2.367214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 188899 members 
Entering Unmasked Estep 
Score: -23672154.000000 Penalty: 6029.764160
	Iteration 69Q: 3 clusters Score -2.367215e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 188900 members 
Entering Unmasked Estep 
Score: -23672148.000000 Penalty: 6029.764160
	Iteration 70Q: 3 clusters Score -2.367215e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 188901 members 
Entering Unmasked Estep 
Score: -23672148.000000 Penalty: 6029.764160
	Iteration 71Q: 3 clusters Score -2.367215e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 188905 members 
Entering Unmasked Estep 
Score: -23672152.000000 Penalty: 6029.764160
	Iteration 72Q: 3 clusters Score -2.367215e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 188906 members 
Entering Unmasked Estep 
Score: -23672152.000000 Penalty: 6029.764160
	Iteration 73Q: 3 clusters Score -2.367215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 188906 members 
Entering Unmasked Estep 
Score: -23672174.000000 Penalty: 6029.764160
	Iteration 74Q: 3 clusters Score -2.367217e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 188906 members 
Entering Unmasked Estep 
Score: -23672174.000000 Penalty: 6029.764160
	Iteration 75F: 3 clusters Score -2.367217e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Entering Unmasked Estep 
Score: -160920.578125 Penalty: 1793.896973
	Iteration 0F: 2 clusters Score -160920.6 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 688 members 
Entering Unmasked Estep 
Score: -158807.218750 Penalty: 3587.793945
	Iteration 0F: 3 clusters Score -158807.2 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -159331.062500 Penalty: 3587.793945
	Iteration 1F: 3 clusters Score -159331.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -159493.046875 Penalty: 3587.793945
	Iteration 2F: 3 clusters Score -159493 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -159613.906250 Penalty: 3587.793945
	Iteration 3Q: 3 clusters Score -159613.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -159751.656250 Penalty: 3587.793945
	Iteration 4Q: 3 clusters Score -159751.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -159922.078125 Penalty: 3587.793945
	Iteration 5Q: 3 clusters Score -159922.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -160140.140625 Penalty: 3587.793945
	Iteration 6Q: 3 clusters Score -160140.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -160265.218750 Penalty: 3587.793945
	Iteration 7Q: 3 clusters Score -160265.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -160399.453125 Penalty: 3587.793945
	Iteration 8Q: 3 clusters Score -160399.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -160546.484375 Penalty: 3587.793945
	Iteration 9F: 3 clusters Score -160546.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -160721.578125 Penalty: 3587.793945
	Iteration 10F: 3 clusters Score -160721.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -160940.984375 Penalty: 3587.793945
	Iteration 11F: 3 clusters Score -160941 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -161062.265625 Penalty: 3587.793945
	Iteration 12Q: 3 clusters Score -161062.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -161141.031250 Penalty: 3587.793945
	Iteration 13Q: 3 clusters Score -161141 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -161180.187500 Penalty: 3587.793945
	Iteration 14Q: 3 clusters Score -161180.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -161194.500000 Penalty: 3587.793945
	Iteration 15Q: 3 clusters Score -161194.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -161215.125000 Penalty: 3587.793945
	Iteration 16Q: 3 clusters Score -161215.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -161218.359375 Penalty: 3587.793945
	Iteration 17Q: 3 clusters Score -161218.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -161219.218750 Penalty: 3587.793945
	Iteration 18Q: 3 clusters Score -161219.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -161219.218750 Penalty: 3587.793945
	Iteration 19F: 3 clusters Score -161219.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 13563 members 
Mstep: Class 3 contains 53950 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 6081 members 
Mstep: Class 6 contains 2902 members 
Mstep: Class 7 contains 31331 members 
Mstep: Class 8 contains 30764 members 
Mstep: Class 9 contains 6557 members 
Mstep: Class 10 contains 98099 members 
Mstep: Class 11 contains 15982 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 239855 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 17 contains 38627 members 
Mstep: Class 18 contains 397 members 
Mstep: Class 19 contains 55129 members 
Mstep: Class 20 contains 190381 members 
Mstep: Class 21 contains 988 members 
Mstep: Class 22 contains 5572 members 
Entering Unmasked Estep 
Score: -104772784.000000 Penalty: 74538.125000
Splitting cluster 21 changes total score from -104774256.000000 to -104772784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (5572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Entering Unmasked Estep 
Score: -657075.187500 Penalty: 2139.126221
	Iteration 0F: 2 clusters Score -657075.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -652187.312500 Penalty: 4278.252441
	Iteration 0F: 3 clusters Score -652187.3 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -653374.312500 Penalty: 4278.252441
	Iteration 1F: 3 clusters Score -653374.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -653629.937500 Penalty: 4278.252441
	Iteration 2F: 3 clusters Score -653629.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -653862.687500 Penalty: 4278.252441
	Iteration 3F: 3 clusters Score -653862.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -654033.687500 Penalty: 4278.252441
	Iteration 4Q: 3 clusters Score -654033.7 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -654169.250000 Penalty: 4278.252441
	Iteration 5Q: 3 clusters Score -654169.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -654273.625000 Penalty: 4278.252441
	Iteration 6Q: 3 clusters Score -654273.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -654370.187500 Penalty: 4278.252441
	Iteration 7Q: 3 clusters Score -654370.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -654453.937500 Penalty: 4278.252441
	Iteration 8Q: 3 clusters Score -654453.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -654540.000000 Penalty: 4278.252441
	Iteration 9Q: 3 clusters Score -654540 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -654627.312500 Penalty: 4278.252441
	Iteration 10Q: 3 clusters Score -654627.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -654710.812500 Penalty: 4278.252441
	Iteration 11Q: 3 clusters Score -654710.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -654797.687500 Penalty: 4278.252441
	Iteration 12Q: 3 clusters Score -654797.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -654914.187500 Penalty: 4278.252441
	Iteration 13Q: 3 clusters Score -654914.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -655028.125000 Penalty: 4278.252441
	Iteration 14Q: 3 clusters Score -655028.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -655126.062500 Penalty: 4278.252441
	Iteration 15Q: 3 clusters Score -655126.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -655198.000000 Penalty: 4278.252441
	Iteration 16Q: 3 clusters Score -655198 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -655262.875000 Penalty: 4278.252441
	Iteration 17Q: 3 clusters Score -655262.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -655328.125000 Penalty: 4278.252441
	Iteration 18Q: 3 clusters Score -655328.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -655389.562500 Penalty: 4278.252441
	Iteration 19Q: 3 clusters Score -655389.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -655446.187500 Penalty: 4278.252441
	Iteration 20F: 3 clusters Score -655446.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -655493.000000 Penalty: 4278.252441
	Iteration 21Q: 3 clusters Score -655493 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -655532.062500 Penalty: 4278.252441
	Iteration 22Q: 3 clusters Score -655532.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -655568.312500 Penalty: 4278.252441
	Iteration 23Q: 3 clusters Score -655568.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -655599.250000 Penalty: 4278.252441
	Iteration 24Q: 3 clusters Score -655599.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -655626.375000 Penalty: 4278.252441
	Iteration 25Q: 3 clusters Score -655626.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -655646.187500 Penalty: 4278.252441
	Iteration 26Q: 3 clusters Score -655646.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -655658.187500 Penalty: 4278.252441
	Iteration 27Q: 3 clusters Score -655658.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -655660.875000 Penalty: 4278.252441
	Iteration 28Q: 3 clusters Score -655660.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -655669.125000 Penalty: 4278.252441
	Iteration 29Q: 3 clusters Score -655669.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -655675.125000 Penalty: 4278.252441
	Iteration 30Q: 3 clusters Score -655675.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -655682.750000 Penalty: 4278.252441
	Iteration 31Q: 3 clusters Score -655682.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -655689.875000 Penalty: 4278.252441
	Iteration 32Q: 3 clusters Score -655689.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -655694.812500 Penalty: 4278.252441
	Iteration 33Q: 3 clusters Score -655694.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -655699.625000 Penalty: 4278.252441
	Iteration 34Q: 3 clusters Score -655699.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -655701.562500 Penalty: 4278.252441
	Iteration 35Q: 3 clusters Score -655701.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -655706.312500 Penalty: 4278.252441
	Iteration 36Q: 3 clusters Score -655706.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -655710.937500 Penalty: 4278.252441
	Iteration 37Q: 3 clusters Score -655710.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -655717.625000 Penalty: 4278.252441
	Iteration 38Q: 3 clusters Score -655717.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -655722.125000 Penalty: 4278.252441
	Iteration 39Q: 3 clusters Score -655722.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -655727.562500 Penalty: 4278.252441
	Iteration 40F: 3 clusters Score -655727.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -655731.375000 Penalty: 4278.252441
	Iteration 41Q: 3 clusters Score -655731.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -655734.750000 Penalty: 4278.252441
	Iteration 42Q: 3 clusters Score -655734.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -655737.812500 Penalty: 4278.252441
	Iteration 43Q: 3 clusters Score -655737.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -655743.187500 Penalty: 4278.252441
	Iteration 44Q: 3 clusters Score -655743.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -655748.625000 Penalty: 4278.252441
	Iteration 45Q: 3 clusters Score -655748.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -655756.875000 Penalty: 4278.252441
	Iteration 46Q: 3 clusters Score -655756.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -655762.062500 Penalty: 4278.252441
	Iteration 47Q: 3 clusters Score -655762.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -655765.687500 Penalty: 4278.252441
	Iteration 48Q: 3 clusters Score -655765.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -655770.375000 Penalty: 4278.252441
	Iteration 49Q: 3 clusters Score -655770.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -655773.625000 Penalty: 4278.252441
	Iteration 50Q: 3 clusters Score -655773.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -655776.000000 Penalty: 4278.252441
	Iteration 51Q: 3 clusters Score -655776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -655778.125000 Penalty: 4278.252441
	Iteration 52Q: 3 clusters Score -655778.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -655777.812500 Penalty: 4278.252441
	Iteration 53Q: 3 clusters Score -655777.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -655777.812500 Penalty: 4278.252441
	Iteration 54F: 3 clusters Score -655777.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 13563 members 
Mstep: Class 3 contains 53950 members 
Mstep: Class 4 contains 35842 members 
Mstep: Class 5 contains 6081 members 
Mstep: Class 6 contains 2902 members 
Mstep: Class 7 contains 31331 members 
Mstep: Class 8 contains 30764 members 
Mstep: Class 9 contains 6557 members 
Mstep: Class 10 contains 98099 members 
Mstep: Class 11 contains 15982 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 239855 members 
Mstep: Class 14 contains 2279 members 
Mstep: Class 15 contains 1342 members 
Mstep: Class 16 contains 1683 members 
Mstep: Class 17 contains 38627 members 
Mstep: Class 19 contains 55129 members 
Mstep: Class 20 contains 190381 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104774128.000000 Penalty: 71150.023438
Iteration 279Q: 22 clusters Score -1.047741e+08 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 13553 members 
Mstep: Class 3 contains 53936 members 
Mstep: Class 4 contains 35840 members 
Mstep: Class 5 contains 6081 members 
Mstep: Class 6 contains 2902 members 
Mstep: Class 7 contains 31313 members 
Mstep: Class 8 contains 30722 members 
Mstep: Class 9 contains 6556 members 
Mstep: Class 10 contains 98036 members 
Mstep: Class 11 contains 15964 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 240138 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 17 contains 38613 members 
Mstep: Class 19 contains 55158 members 
Mstep: Class 20 contains 190256 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104774048.000000 Penalty: 71150.023438
Iteration 280F: 22 clusters Score -1.04774e+08 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21889 members 
Mstep: Class 2 contains 13541 members 
Mstep: Class 3 contains 53939 members 
Mstep: Class 4 contains 35830 members 
Mstep: Class 5 contains 6081 members 
Mstep: Class 6 contains 2902 members 
Mstep: Class 7 contains 31294 members 
Mstep: Class 8 contains 30682 members 
Mstep: Class 9 contains 6557 members 
Mstep: Class 10 contains 97971 members 
Mstep: Class 11 contains 15937 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 240432 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 17 contains 38593 members 
Mstep: Class 19 contains 55178 members 
Mstep: Class 20 contains 190130 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104774040.000000 Penalty: 71150.023438
Iteration 281Q: 22 clusters Score -1.04774e+08 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 13530 members 
Mstep: Class 3 contains 53932 members 
Mstep: Class 4 contains 35823 members 
Mstep: Class 5 contains 6081 members 
Mstep: Class 6 contains 2899 members 
Mstep: Class 7 contains 31286 members 
Mstep: Class 8 contains 30637 members 
Mstep: Class 9 contains 6556 members 
Mstep: Class 10 contains 97881 members 
Mstep: Class 11 contains 15909 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 240709 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 17 contains 38574 members 
Mstep: Class 19 contains 55190 members 
Mstep: Class 20 contains 190064 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104774056.000000 Penalty: 71150.023438
Iteration 282Q: 22 clusters Score -1.047741e+08 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21888 members 
Mstep: Class 2 contains 13523 members 
Mstep: Class 3 contains 53914 members 
Mstep: Class 4 contains 35816 members 
Mstep: Class 5 contains 6082 members 
Mstep: Class 6 contains 2896 members 
Mstep: Class 7 contains 31271 members 
Mstep: Class 8 contains 30602 members 
Mstep: Class 9 contains 6556 members 
Mstep: Class 10 contains 97783 members 
Mstep: Class 11 contains 15881 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 240971 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 17 contains 38560 members 
Mstep: Class 19 contains 55214 members 
Mstep: Class 20 contains 190001 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104774032.000000 Penalty: 71150.023438
Iteration 283Q: 22 clusters Score -1.04774e+08 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 13516 members 
Mstep: Class 3 contains 53893 members 
Mstep: Class 4 contains 35813 members 
Mstep: Class 5 contains 6082 members 
Mstep: Class 6 contains 2891 members 
Mstep: Class 7 contains 31259 members 
Mstep: Class 8 contains 30571 members 
Mstep: Class 9 contains 6556 members 
Mstep: Class 10 contains 97677 members 
Mstep: Class 11 contains 15847 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 241224 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1678 members 
Mstep: Class 17 contains 38543 members 
Mstep: Class 19 contains 55227 members 
Mstep: Class 20 contains 189978 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104774160.000000 Penalty: 71150.023438
Iteration 284Q: 22 clusters Score -1.047742e+08 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 13514 members 
Mstep: Class 3 contains 53882 members 
Mstep: Class 4 contains 35805 members 
Mstep: Class 5 contains 6080 members 
Mstep: Class 6 contains 2887 members 
Mstep: Class 7 contains 31253 members 
Mstep: Class 8 contains 30537 members 
Mstep: Class 9 contains 6556 members 
Mstep: Class 10 contains 97583 members 
Mstep: Class 11 contains 15810 members 
Mstep: Class 12 contains 4197 members 
Mstep: Class 13 contains 241476 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1679 members 
Mstep: Class 17 contains 38539 members 
Mstep: Class 19 contains 55227 members 
Mstep: Class 20 contains 189922 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104774232.000000 Penalty: 71150.023438
Iteration 285Q: 22 clusters Score -1.047742e+08 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 13510 members 
Mstep: Class 3 contains 53883 members 
Mstep: Class 4 contains 35801 members 
Mstep: Class 5 contains 6080 members 
Mstep: Class 6 contains 2881 members 
Mstep: Class 7 contains 31259 members 
Mstep: Class 8 contains 30505 members 
Mstep: Class 9 contains 6556 members 
Mstep: Class 10 contains 97486 members 
Mstep: Class 11 contains 15777 members 
Mstep: Class 12 contains 4198 members 
Mstep: Class 13 contains 241759 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1680 members 
Mstep: Class 17 contains 38526 members 
Mstep: Class 19 contains 55232 members 
Mstep: Class 20 contains 189816 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104774384.000000 Penalty: 71150.023438
Iteration 286Q: 22 clusters Score -1.047744e+08 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 13504 members 
Mstep: Class 3 contains 53892 members 
Mstep: Class 4 contains 35797 members 
Mstep: Class 5 contains 6080 members 
Mstep: Class 6 contains 2880 members 
Mstep: Class 7 contains 31266 members 
Mstep: Class 8 contains 30470 members 
Mstep: Class 9 contains 6556 members 
Mstep: Class 10 contains 97366 members 
Mstep: Class 11 contains 15741 members 
Mstep: Class 12 contains 4193 members 
Mstep: Class 13 contains 242026 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1678 members 
Mstep: Class 17 contains 38520 members 
Mstep: Class 19 contains 55228 members 
Mstep: Class 20 contains 189757 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104774472.000000 Penalty: 71150.023438
Iteration 287Q: 22 clusters Score -1.047745e+08 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 13497 members 
Mstep: Class 3 contains 53908 members 
Mstep: Class 4 contains 35788 members 
Mstep: Class 5 contains 6080 members 
Mstep: Class 6 contains 2875 members 
Mstep: Class 7 contains 31267 members 
Mstep: Class 8 contains 30427 members 
Mstep: Class 9 contains 6556 members 
Mstep: Class 10 contains 97291 members 
Mstep: Class 11 contains 15701 members 
Mstep: Class 12 contains 4190 members 
Mstep: Class 13 contains 242305 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1677 members 
Mstep: Class 17 contains 38511 members 
Mstep: Class 19 contains 55226 members 
Mstep: Class 20 contains 189663 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104774608.000000 Penalty: 71150.023438
Iteration 288Q: 22 clusters Score -1.047746e+08 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 13487 members 
Mstep: Class 3 contains 53933 members 
Mstep: Class 4 contains 35778 members 
Mstep: Class 5 contains 6081 members 
Mstep: Class 6 contains 2871 members 
Mstep: Class 7 contains 31246 members 
Mstep: Class 8 contains 30381 members 
Mstep: Class 9 contains 6556 members 
Mstep: Class 10 contains 97221 members 
Mstep: Class 11 contains 15681 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 242634 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1676 members 
Mstep: Class 17 contains 38512 members 
Mstep: Class 19 contains 55227 members 
Mstep: Class 20 contains 189498 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104774688.000000 Penalty: 71150.023438
Iteration 289Q: 22 clusters Score -1.047747e+08 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 13479 members 
Mstep: Class 3 contains 53980 members 
Mstep: Class 4 contains 35779 members 
Mstep: Class 5 contains 6082 members 
Mstep: Class 6 contains 2871 members 
Mstep: Class 7 contains 31214 members 
Mstep: Class 8 contains 30351 members 
Mstep: Class 9 contains 6555 members 
Mstep: Class 10 contains 97139 members 
Mstep: Class 11 contains 15663 members 
Mstep: Class 12 contains 4191 members 
Mstep: Class 13 contains 242964 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1675 members 
Mstep: Class 17 contains 38506 members 
Mstep: Class 19 contains 55224 members 
Mstep: Class 20 contains 189305 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104774648.000000 Penalty: 71150.023438
Iteration 290Q: 22 clusters Score -1.047746e+08 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21851 members 
Mstep: Class 2 contains 13463 members 
Mstep: Class 3 contains 53993 members 
Mstep: Class 4 contains 35784 members 
Mstep: Class 5 contains 6082 members 
Mstep: Class 6 contains 2870 members 
Mstep: Class 7 contains 31187 members 
Mstep: Class 8 contains 30297 members 
Mstep: Class 9 contains 6555 members 
Mstep: Class 10 contains 97073 members 
Mstep: Class 11 contains 15648 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 243293 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1678 members 
Mstep: Class 17 contains 38496 members 
Mstep: Class 19 contains 55196 members 
Mstep: Class 20 contains 189175 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104774840.000000 Penalty: 71150.023438
Iteration 291Q: 22 clusters Score -1.047748e+08 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 13451 members 
Mstep: Class 3 contains 54015 members 
Mstep: Class 4 contains 35790 members 
Mstep: Class 5 contains 6081 members 
Mstep: Class 6 contains 2869 members 
Mstep: Class 7 contains 31179 members 
Mstep: Class 8 contains 30254 members 
Mstep: Class 9 contains 6555 members 
Mstep: Class 10 contains 97009 members 
Mstep: Class 11 contains 15626 members 
Mstep: Class 12 contains 4189 members 
Mstep: Class 13 contains 243691 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1677 members 
Mstep: Class 17 contains 38488 members 
Mstep: Class 19 contains 55166 members 
Mstep: Class 20 contains 188945 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104774736.000000 Penalty: 71150.023438
Iteration 292Q: 22 clusters Score -1.047747e+08 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 13444 members 
Mstep: Class 3 contains 54044 members 
Mstep: Class 4 contains 35794 members 
Mstep: Class 5 contains 6080 members 
Mstep: Class 6 contains 2869 members 
Mstep: Class 7 contains 31161 members 
Mstep: Class 8 contains 30206 members 
Mstep: Class 9 contains 6555 members 
Mstep: Class 10 contains 96941 members 
Mstep: Class 11 contains 15594 members 
Mstep: Class 12 contains 4186 members 
Mstep: Class 13 contains 244120 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1673 members 
Mstep: Class 17 contains 38479 members 
Mstep: Class 19 contains 55146 members 
Mstep: Class 20 contains 188688 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104774864.000000 Penalty: 71150.023438
Iteration 293Q: 22 clusters Score -1.047749e+08 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 13439 members 
Mstep: Class 3 contains 54068 members 
Mstep: Class 4 contains 35790 members 
Mstep: Class 5 contains 6079 members 
Mstep: Class 6 contains 2867 members 
Mstep: Class 7 contains 31124 members 
Mstep: Class 8 contains 30152 members 
Mstep: Class 9 contains 6555 members 
Mstep: Class 10 contains 96911 members 
Mstep: Class 11 contains 15560 members 
Mstep: Class 12 contains 4185 members 
Mstep: Class 13 contains 244570 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1670 members 
Mstep: Class 17 contains 38469 members 
Mstep: Class 19 contains 55110 members 
Mstep: Class 20 contains 188426 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104774880.000000 Penalty: 71150.023438
Iteration 294Q: 22 clusters Score -1.047749e+08 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 13434 members 
Mstep: Class 3 contains 54092 members 
Mstep: Class 4 contains 35785 members 
Mstep: Class 5 contains 6078 members 
Mstep: Class 6 contains 2870 members 
Mstep: Class 7 contains 31075 members 
Mstep: Class 8 contains 30110 members 
Mstep: Class 9 contains 6554 members 
Mstep: Class 10 contains 96861 members 
Mstep: Class 11 contains 15531 members 
Mstep: Class 12 contains 4181 members 
Mstep: Class 13 contains 245052 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 38460 members 
Mstep: Class 19 contains 55078 members 
Mstep: Class 20 contains 188146 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775064.000000 Penalty: 71150.023438
Iteration 295Q: 22 clusters Score -1.047751e+08 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 13428 members 
Mstep: Class 3 contains 54116 members 
Mstep: Class 4 contains 35783 members 
Mstep: Class 5 contains 6078 members 
Mstep: Class 6 contains 2871 members 
Mstep: Class 7 contains 31031 members 
Mstep: Class 8 contains 30062 members 
Mstep: Class 9 contains 6554 members 
Mstep: Class 10 contains 96808 members 
Mstep: Class 11 contains 15501 members 
Mstep: Class 12 contains 4181 members 
Mstep: Class 13 contains 245465 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 38446 members 
Mstep: Class 19 contains 55064 members 
Mstep: Class 20 contains 187914 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775160.000000 Penalty: 71150.023438
Iteration 296Q: 22 clusters Score -1.047752e+08 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 13421 members 
Mstep: Class 3 contains 54117 members 
Mstep: Class 4 contains 35778 members 
Mstep: Class 5 contains 6078 members 
Mstep: Class 6 contains 2869 members 
Mstep: Class 7 contains 30996 members 
Mstep: Class 8 contains 30007 members 
Mstep: Class 9 contains 6554 members 
Mstep: Class 10 contains 96739 members 
Mstep: Class 11 contains 15465 members 
Mstep: Class 12 contains 4182 members 
Mstep: Class 13 contains 245907 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 38427 members 
Mstep: Class 19 contains 55045 members 
Mstep: Class 20 contains 187717 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775328.000000 Penalty: 71150.023438
Iteration 297Q: 22 clusters Score -1.047753e+08 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 13418 members 
Mstep: Class 3 contains 54107 members 
Mstep: Class 4 contains 35779 members 
Mstep: Class 5 contains 6078 members 
Mstep: Class 6 contains 2866 members 
Mstep: Class 7 contains 30971 members 
Mstep: Class 8 contains 29970 members 
Mstep: Class 9 contains 6554 members 
Mstep: Class 10 contains 96664 members 
Mstep: Class 11 contains 15431 members 
Mstep: Class 12 contains 4182 members 
Mstep: Class 13 contains 246301 members 
Mstep: Class 14 contains 2278 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 38411 members 
Mstep: Class 19 contains 55034 members 
Mstep: Class 20 contains 187533 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775600.000000 Penalty: 71150.023438
Iteration 298Q: 22 clusters Score -1.047756e+08 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 13409 members 
Mstep: Class 3 contains 54096 members 
Mstep: Class 4 contains 35777 members 
Mstep: Class 5 contains 6078 members 
Mstep: Class 6 contains 2865 members 
Mstep: Class 7 contains 30950 members 
Mstep: Class 8 contains 29931 members 
Mstep: Class 9 contains 6554 members 
Mstep: Class 10 contains 96618 members 
Mstep: Class 11 contains 15404 members 
Mstep: Class 12 contains 4179 members 
Mstep: Class 13 contains 246716 members 
Mstep: Class 14 contains 2276 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 38399 members 
Mstep: Class 19 contains 55027 members 
Mstep: Class 20 contains 187286 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775504.000000 Penalty: 71150.023438
Iteration 299Q: 22 clusters Score -1.047755e+08 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 13398 members 
Mstep: Class 3 contains 54087 members 
Mstep: Class 4 contains 35781 members 
Mstep: Class 5 contains 6078 members 
Mstep: Class 6 contains 2864 members 
Mstep: Class 7 contains 30927 members 
Mstep: Class 8 contains 29901 members 
Mstep: Class 9 contains 6553 members 
Mstep: Class 10 contains 96580 members 
Mstep: Class 11 contains 15376 members 
Mstep: Class 12 contains 4179 members 
Mstep: Class 13 contains 247101 members 
Mstep: Class 14 contains 2276 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1668 members 
Mstep: Class 17 contains 38380 members 
Mstep: Class 19 contains 55012 members 
Mstep: Class 20 contains 187062 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104775720.000000 Penalty: 71150.023438
Iteration 300F: 22 clusters Score -1.047757e+08 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 13393 members 
Mstep: Class 3 contains 54056 members 
Mstep: Class 4 contains 35785 members 
Mstep: Class 5 contains 6078 members 
Mstep: Class 6 contains 2859 members 
Mstep: Class 7 contains 30904 members 
Mstep: Class 8 contains 29873 members 
Mstep: Class 9 contains 6553 members 
Mstep: Class 10 contains 96534 members 
Mstep: Class 11 contains 15353 members 
Mstep: Class 12 contains 4174 members 
Mstep: Class 13 contains 247522 members 
Mstep: Class 14 contains 2276 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1669 members 
Mstep: Class 17 contains 38370 members 
Mstep: Class 19 contains 55010 members 
Mstep: Class 20 contains 186809 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776088.000000 Penalty: 71150.023438
Iteration 301Q: 22 clusters Score -1.047761e+08 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 13382 members 
Mstep: Class 3 contains 54033 members 
Mstep: Class 4 contains 35781 members 
Mstep: Class 5 contains 6078 members 
Mstep: Class 6 contains 2855 members 
Mstep: Class 7 contains 30884 members 
Mstep: Class 8 contains 29853 members 
Mstep: Class 9 contains 6553 members 
Mstep: Class 10 contains 96509 members 
Mstep: Class 11 contains 15330 members 
Mstep: Class 12 contains 4172 members 
Mstep: Class 13 contains 247993 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1667 members 
Mstep: Class 17 contains 38360 members 
Mstep: Class 19 contains 55004 members 
Mstep: Class 20 contains 186485 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776352.000000 Penalty: 71150.023438
Iteration 302Q: 22 clusters Score -1.047764e+08 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 13370 members 
Mstep: Class 3 contains 53986 members 
Mstep: Class 4 contains 35781 members 
Mstep: Class 5 contains 6078 members 
Mstep: Class 6 contains 2850 members 
Mstep: Class 7 contains 30870 members 
Mstep: Class 8 contains 29826 members 
Mstep: Class 9 contains 6552 members 
Mstep: Class 10 contains 96484 members 
Mstep: Class 11 contains 15305 members 
Mstep: Class 12 contains 4176 members 
Mstep: Class 13 contains 248465 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1665 members 
Mstep: Class 17 contains 38351 members 
Mstep: Class 19 contains 55008 members 
Mstep: Class 20 contains 186172 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776600.000000 Penalty: 71150.023438
Iteration 303Q: 22 clusters Score -1.047766e+08 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 13361 members 
Mstep: Class 3 contains 53904 members 
Mstep: Class 4 contains 35776 members 
Mstep: Class 5 contains 6078 members 
Mstep: Class 6 contains 2847 members 
Mstep: Class 7 contains 30852 members 
Mstep: Class 8 contains 29802 members 
Mstep: Class 9 contains 6552 members 
Mstep: Class 10 contains 96437 members 
Mstep: Class 11 contains 15279 members 
Mstep: Class 12 contains 4178 members 
Mstep: Class 13 contains 248989 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1662 members 
Mstep: Class 17 contains 38344 members 
Mstep: Class 19 contains 55008 members 
Mstep: Class 20 contains 185866 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776720.000000 Penalty: 71150.023438
Iteration 304Q: 22 clusters Score -1.047767e+08 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 13351 members 
Mstep: Class 3 contains 53839 members 
Mstep: Class 4 contains 35775 members 
Mstep: Class 5 contains 6077 members 
Mstep: Class 6 contains 2847 members 
Mstep: Class 7 contains 30816 members 
Mstep: Class 8 contains 29771 members 
Mstep: Class 9 contains 6552 members 
Mstep: Class 10 contains 96379 members 
Mstep: Class 11 contains 15250 members 
Mstep: Class 12 contains 4175 members 
Mstep: Class 13 contains 249550 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1341 members 
Mstep: Class 16 contains 1661 members 
Mstep: Class 17 contains 38339 members 
Mstep: Class 19 contains 54998 members 
Mstep: Class 20 contains 185547 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776952.000000 Penalty: 71150.023438
Iteration 305Q: 22 clusters Score -1.04777e+08 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 13342 members 
Mstep: Class 3 contains 53792 members 
Mstep: Class 4 contains 35769 members 
Mstep: Class 5 contains 6078 members 
Mstep: Class 6 contains 2847 members 
Mstep: Class 7 contains 30780 members 
Mstep: Class 8 contains 29732 members 
Mstep: Class 9 contains 6551 members 
Mstep: Class 10 contains 96311 members 
Mstep: Class 11 contains 15223 members 
Mstep: Class 12 contains 4174 members 
Mstep: Class 13 contains 250094 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1660 members 
Mstep: Class 17 contains 38336 members 
Mstep: Class 19 contains 54991 members 
Mstep: Class 20 contains 185244 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104776920.000000 Penalty: 71150.023438
Iteration 306Q: 22 clusters Score -1.047769e+08 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 13334 members 
Mstep: Class 3 contains 53767 members 
Mstep: Class 4 contains 35757 members 
Mstep: Class 5 contains 6078 members 
Mstep: Class 6 contains 2840 members 
Mstep: Class 7 contains 30763 members 
Mstep: Class 8 contains 29700 members 
Mstep: Class 9 contains 6551 members 
Mstep: Class 10 contains 96249 members 
Mstep: Class 11 contains 15206 members 
Mstep: Class 12 contains 4172 members 
Mstep: Class 13 contains 250633 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1659 members 
Mstep: Class 17 contains 38329 members 
Mstep: Class 19 contains 54986 members 
Mstep: Class 20 contains 184902 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777264.000000 Penalty: 71150.023438
Iteration 307Q: 22 clusters Score -1.047773e+08 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 13330 members 
Mstep: Class 3 contains 53733 members 
Mstep: Class 4 contains 35743 members 
Mstep: Class 5 contains 6078 members 
Mstep: Class 6 contains 2835 members 
Mstep: Class 7 contains 30733 members 
Mstep: Class 8 contains 29660 members 
Mstep: Class 9 contains 6550 members 
Mstep: Class 10 contains 96193 members 
Mstep: Class 11 contains 15190 members 
Mstep: Class 12 contains 4175 members 
Mstep: Class 13 contains 251143 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1657 members 
Mstep: Class 17 contains 38323 members 
Mstep: Class 19 contains 54988 members 
Mstep: Class 20 contains 184598 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777408.000000 Penalty: 71150.023438
Iteration 308Q: 22 clusters Score -1.047774e+08 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 13324 members 
Mstep: Class 3 contains 53690 members 
Mstep: Class 4 contains 35724 members 
Mstep: Class 5 contains 6078 members 
Mstep: Class 6 contains 2833 members 
Mstep: Class 7 contains 30722 members 
Mstep: Class 8 contains 29622 members 
Mstep: Class 9 contains 6550 members 
Mstep: Class 10 contains 96125 members 
Mstep: Class 11 contains 15171 members 
Mstep: Class 12 contains 4173 members 
Mstep: Class 13 contains 251650 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1655 members 
Mstep: Class 17 contains 38310 members 
Mstep: Class 19 contains 54982 members 
Mstep: Class 20 contains 184328 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777496.000000 Penalty: 71150.023438
Iteration 309Q: 22 clusters Score -1.047775e+08 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 13315 members 
Mstep: Class 3 contains 53607 members 
Mstep: Class 4 contains 35713 members 
Mstep: Class 5 contains 6078 members 
Mstep: Class 6 contains 2829 members 
Mstep: Class 7 contains 30721 members 
Mstep: Class 8 contains 29592 members 
Mstep: Class 9 contains 6551 members 
Mstep: Class 10 contains 96052 members 
Mstep: Class 11 contains 15154 members 
Mstep: Class 12 contains 4173 members 
Mstep: Class 13 contains 252140 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1655 members 
Mstep: Class 17 contains 38290 members 
Mstep: Class 19 contains 54977 members 
Mstep: Class 20 contains 184086 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5571 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 310Q: 22 clusters Score -1.047777e+08 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21895 members 
Mstep: Class 2 contains 13305 members 
Mstep: Class 3 contains 53532 members 
Mstep: Class 4 contains 35704 members 
Mstep: Class 5 contains 6079 members 
Mstep: Class 6 contains 2822 members 
Mstep: Class 7 contains 30713 members 
Mstep: Class 8 contains 29559 members 
Mstep: Class 9 contains 6551 members 
Mstep: Class 10 contains 95984 members 
Mstep: Class 11 contains 15131 members 
Mstep: Class 12 contains 4177 members 
Mstep: Class 13 contains 252645 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1655 members 
Mstep: Class 17 contains 38272 members 
Mstep: Class 19 contains 54980 members 
Mstep: Class 20 contains 183822 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104777608.000000 Penalty: 71150.023438
Iteration 311Q: 22 clusters Score -1.047776e+08 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 13298 members 
Mstep: Class 3 contains 53468 members 
Mstep: Class 4 contains 35698 members 
Mstep: Class 5 contains 6076 members 
Mstep: Class 6 contains 2819 members 
Mstep: Class 7 contains 30712 members 
Mstep: Class 8 contains 29513 members 
Mstep: Class 9 contains 6551 members 
Mstep: Class 10 contains 95913 members 
Mstep: Class 11 contains 15113 members 
Mstep: Class 12 contains 4180 members 
Mstep: Class 13 contains 253132 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 38251 members 
Mstep: Class 19 contains 54992 members 
Mstep: Class 20 contains 183565 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5576 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 312Q: 22 clusters Score -1.047779e+08 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 13292 members 
Mstep: Class 3 contains 53388 members 
Mstep: Class 4 contains 35686 members 
Mstep: Class 5 contains 6077 members 
Mstep: Class 6 contains 2824 members 
Mstep: Class 7 contains 30719 members 
Mstep: Class 8 contains 29471 members 
Mstep: Class 9 contains 6552 members 
Mstep: Class 10 contains 95858 members 
Mstep: Class 11 contains 15096 members 
Mstep: Class 12 contains 4185 members 
Mstep: Class 13 contains 253592 members 
Mstep: Class 14 contains 2276 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1653 members 
Mstep: Class 17 contains 38240 members 
Mstep: Class 19 contains 54992 members 
Mstep: Class 20 contains 183313 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5580 members 
Entering Unmasked Estep 
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Iteration 313Q: 22 clusters Score -1.047779e+08 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21871 members 
Mstep: Class 2 contains 13283 members 
Mstep: Class 3 contains 53296 members 
Mstep: Class 4 contains 35680 members 
Mstep: Class 5 contains 6075 members 
Mstep: Class 6 contains 2827 members 
Mstep: Class 7 contains 30706 members 
Mstep: Class 8 contains 29437 members 
Mstep: Class 9 contains 6552 members 
Mstep: Class 10 contains 95799 members 
Mstep: Class 11 contains 15080 members 
Mstep: Class 12 contains 4187 members 
Mstep: Class 13 contains 254061 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1648 members 
Mstep: Class 17 contains 38216 members 
Mstep: Class 19 contains 54995 members 
Mstep: Class 20 contains 183103 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778168.000000 Penalty: 71150.023438
Iteration 314Q: 22 clusters Score -1.047782e+08 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 13279 members 
Mstep: Class 3 contains 53227 members 
Mstep: Class 4 contains 35678 members 
Mstep: Class 5 contains 6074 members 
Mstep: Class 6 contains 2828 members 
Mstep: Class 7 contains 30691 members 
Mstep: Class 8 contains 29395 members 
Mstep: Class 9 contains 6551 members 
Mstep: Class 10 contains 95731 members 
Mstep: Class 11 contains 15060 members 
Mstep: Class 12 contains 4195 members 
Mstep: Class 13 contains 254478 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 38203 members 
Mstep: Class 19 contains 54998 members 
Mstep: Class 20 contains 182901 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778216.000000 Penalty: 71150.023438
Iteration 315Q: 22 clusters Score -1.047782e+08 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 13273 members 
Mstep: Class 3 contains 53168 members 
Mstep: Class 4 contains 35673 members 
Mstep: Class 5 contains 6073 members 
Mstep: Class 6 contains 2826 members 
Mstep: Class 7 contains 30679 members 
Mstep: Class 8 contains 29368 members 
Mstep: Class 9 contains 6551 members 
Mstep: Class 10 contains 95682 members 
Mstep: Class 11 contains 15037 members 
Mstep: Class 12 contains 4200 members 
Mstep: Class 13 contains 254890 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1643 members 
Mstep: Class 17 contains 38197 members 
Mstep: Class 19 contains 55007 members 
Mstep: Class 20 contains 182673 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778360.000000 Penalty: 71150.023438
Iteration 316Q: 22 clusters Score -1.047784e+08 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 13264 members 
Mstep: Class 3 contains 53132 members 
Mstep: Class 4 contains 35669 members 
Mstep: Class 5 contains 6073 members 
Mstep: Class 6 contains 2825 members 
Mstep: Class 7 contains 30660 members 
Mstep: Class 8 contains 29332 members 
Mstep: Class 9 contains 6551 members 
Mstep: Class 10 contains 95646 members 
Mstep: Class 11 contains 15019 members 
Mstep: Class 12 contains 4202 members 
Mstep: Class 13 contains 255278 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 38179 members 
Mstep: Class 19 contains 55019 members 
Mstep: Class 20 contains 182449 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778272.000000 Penalty: 71150.023438
Iteration 317Q: 22 clusters Score -1.047783e+08 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21856 members 
Mstep: Class 2 contains 13258 members 
Mstep: Class 3 contains 53085 members 
Mstep: Class 4 contains 35658 members 
Mstep: Class 5 contains 6072 members 
Mstep: Class 6 contains 2824 members 
Mstep: Class 7 contains 30647 members 
Mstep: Class 8 contains 29304 members 
Mstep: Class 9 contains 6552 members 
Mstep: Class 10 contains 95632 members 
Mstep: Class 11 contains 15008 members 
Mstep: Class 12 contains 4205 members 
Mstep: Class 13 contains 255674 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1643 members 
Mstep: Class 17 contains 38156 members 
Mstep: Class 19 contains 55039 members 
Mstep: Class 20 contains 182195 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778472.000000 Penalty: 71150.023438
Iteration 318Q: 22 clusters Score -1.047785e+08 nChanged 1092
Entering ConstructFrom: 
Score: -104778472.000000 Penalty: 71150.023438
Entering ConstructFrom: 
Trying to split cluster 1 (21855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Entering Unmasked Estep 
Score: -2627702.000000 Penalty: 2478.061768
	Iteration 0F: 2 clusters Score -2627702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -2612357.500000 Penalty: 4956.123535
	Iteration 0F: 3 clusters Score -2612358 nChanged 9673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -2618104.250000 Penalty: 4956.123535
	Iteration 1F: 3 clusters Score -2618104 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -2619024.500000 Penalty: 4956.123535
	Iteration 2F: 3 clusters Score -2619024 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -2619993.000000 Penalty: 4956.123535
	Iteration 3F: 3 clusters Score -2619993 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -2621025.000000 Penalty: 4956.123535
	Iteration 4F: 3 clusters Score -2621025 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -2621944.250000 Penalty: 4956.123535
	Iteration 5F: 3 clusters Score -2621944 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -2622696.250000 Penalty: 4956.123535
	Iteration 6F: 3 clusters Score -2622696 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -2623313.750000 Penalty: 4956.123535
	Iteration 7Q: 3 clusters Score -2623314 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -2623833.500000 Penalty: 4956.123535
	Iteration 8Q: 3 clusters Score -2623834 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -2624251.500000 Penalty: 4956.123535
	Iteration 9Q: 3 clusters Score -2624252 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -2624576.500000 Penalty: 4956.123535
	Iteration 10Q: 3 clusters Score -2624576 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -2624803.250000 Penalty: 4956.123535
	Iteration 11Q: 3 clusters Score -2624803 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -2624977.250000 Penalty: 4956.123535
	Iteration 12Q: 3 clusters Score -2624977 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -2625135.500000 Penalty: 4956.123535
	Iteration 13Q: 3 clusters Score -2625136 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -2625224.750000 Penalty: 4956.123535
	Iteration 14Q: 3 clusters Score -2625225 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -2625268.500000 Penalty: 4956.123535
	Iteration 15Q: 3 clusters Score -2625268 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -2625306.750000 Penalty: 4956.123535
	Iteration 16Q: 3 clusters Score -2625307 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -2625352.000000 Penalty: 4956.123535
	Iteration 17Q: 3 clusters Score -2625352 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 20617 members 
Entering Unmasked Estep 
Score: -2625384.500000 Penalty: 4956.123535
	Iteration 18Q: 3 clusters Score -2625384 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -2625416.000000 Penalty: 4956.123535
	Iteration 19Q: 3 clusters Score -2625416 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -2625433.000000 Penalty: 4956.123535
	Iteration 20F: 3 clusters Score -2625433 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -2625452.250000 Penalty: 4956.123535
	Iteration 21Q: 3 clusters Score -2625452 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -2625464.000000 Penalty: 4956.123535
	Iteration 22Q: 3 clusters Score -2625464 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -2625484.250000 Penalty: 4956.123535
	Iteration 23Q: 3 clusters Score -2625484 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -2625492.000000 Penalty: 4956.123535
	Iteration 24Q: 3 clusters Score -2625492 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -2625500.750000 Penalty: 4956.123535
	Iteration 25Q: 3 clusters Score -2625501 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -2625508.500000 Penalty: 4956.123535
	Iteration 26Q: 3 clusters Score -2625508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -2625519.250000 Penalty: 4956.123535
	Iteration 27Q: 3 clusters Score -2625519 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -2625526.750000 Penalty: 4956.123535
	Iteration 28Q: 3 clusters Score -2625527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -2625529.750000 Penalty: 4956.123535
	Iteration 29Q: 3 clusters Score -2625530 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -2625537.000000 Penalty: 4956.123535
	Iteration 30Q: 3 clusters Score -2625537 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -2625540.500000 Penalty: 4956.123535
	Iteration 31Q: 3 clusters Score -2625540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -2625548.250000 Penalty: 4956.123535
	Iteration 32Q: 3 clusters Score -2625548 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -2625548.250000 Penalty: 4956.123535
	Iteration 33Q: 3 clusters Score -2625548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 20944 members 
Entering Unmasked Estep 
Score: -2625550.000000 Penalty: 4956.123535
	Iteration 34Q: 3 clusters Score -2625550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -2625551.500000 Penalty: 4956.123535
	Iteration 35Q: 3 clusters Score -2625552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -2625555.250000 Penalty: 4956.123535
	Iteration 36Q: 3 clusters Score -2625555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -2625556.000000 Penalty: 4956.123535
	Iteration 37Q: 3 clusters Score -2625556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -2625556.750000 Penalty: 4956.123535
	Iteration 38Q: 3 clusters Score -2625557 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -2625563.500000 Penalty: 4956.123535
	Iteration 39Q: 3 clusters Score -2625564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -2625569.500000 Penalty: 4956.123535
	Iteration 40F: 3 clusters Score -2625570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -2625577.750000 Penalty: 4956.123535
	Iteration 41Q: 3 clusters Score -2625578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -2625578.750000 Penalty: 4956.123535
	Iteration 42Q: 3 clusters Score -2625579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -2625579.750000 Penalty: 4956.123535
	Iteration 43Q: 3 clusters Score -2625580 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -2625588.250000 Penalty: 4956.123535
	Iteration 44Q: 3 clusters Score -2625588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -2625591.750000 Penalty: 4956.123535
	Iteration 45Q: 3 clusters Score -2625592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -2625598.000000 Penalty: 4956.123535
	Iteration 46Q: 3 clusters Score -2625598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -2625599.250000 Penalty: 4956.123535
	Iteration 47Q: 3 clusters Score -2625599 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -2625611.750000 Penalty: 4956.123535
	Iteration 48Q: 3 clusters Score -2625612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -2625617.500000 Penalty: 4956.123535
	Iteration 49Q: 3 clusters Score -2625618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -2625621.000000 Penalty: 4956.123535
	Iteration 50Q: 3 clusters Score -2625621 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -2625632.500000 Penalty: 4956.123535
	Iteration 51Q: 3 clusters Score -2625632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -2625633.750000 Penalty: 4956.123535
	Iteration 52Q: 3 clusters Score -2625634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -2625642.250000 Penalty: 4956.123535
	Iteration 53Q: 3 clusters Score -2625642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -2625647.500000 Penalty: 4956.123535
	Iteration 54Q: 3 clusters Score -2625648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -2625651.750000 Penalty: 4956.123535
	Iteration 55Q: 3 clusters Score -2625652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -2625654.250000 Penalty: 4956.123535
	Iteration 56Q: 3 clusters Score -2625654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -2625655.500000 Penalty: 4956.123535
	Iteration 57Q: 3 clusters Score -2625656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 21135 members 
Entering Unmasked Estep 
Score: -2625655.500000 Penalty: 4956.123535
	Iteration 58F: 3 clusters Score -2625656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Entering Unmasked Estep 
Score: -1653037.125000 Penalty: 2353.861084
	Iteration 0F: 2 clusters Score -1653037 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1643265.625000 Penalty: 4707.722168
	Iteration 0F: 3 clusters Score -1643266 nChanged 5652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1646387.125000 Penalty: 4707.722168
	Iteration 1F: 3 clusters Score -1646387 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1646790.750000 Penalty: 4707.722168
	Iteration 2F: 3 clusters Score -1646791 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -1647177.750000 Penalty: 4707.722168
	Iteration 3F: 3 clusters Score -1647178 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1647644.250000 Penalty: 4707.722168
	Iteration 4F: 3 clusters Score -1647644 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1648195.250000 Penalty: 4707.722168
	Iteration 5F: 3 clusters Score -1648195 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1648784.250000 Penalty: 4707.722168
	Iteration 6F: 3 clusters Score -1648784 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1649394.250000 Penalty: 4707.722168
	Iteration 7F: 3 clusters Score -1649394 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1649909.750000 Penalty: 4707.722168
	Iteration 8Q: 3 clusters Score -1649910 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1650296.500000 Penalty: 4707.722168
	Iteration 9Q: 3 clusters Score -1650296 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1650540.000000 Penalty: 4707.722168
	Iteration 10Q: 3 clusters Score -1650540 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1650695.750000 Penalty: 4707.722168
	Iteration 11Q: 3 clusters Score -1650696 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1650798.625000 Penalty: 4707.722168
	Iteration 12Q: 3 clusters Score -1650799 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12688 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1650860.500000 Penalty: 4707.722168
	Iteration 13Q: 3 clusters Score -1650860 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1650896.250000 Penalty: 4707.722168
	Iteration 14Q: 3 clusters Score -1650896 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1650927.000000 Penalty: 4707.722168
	Iteration 15Q: 3 clusters Score -1650927 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1650957.750000 Penalty: 4707.722168
	Iteration 16Q: 3 clusters Score -1650958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1650978.250000 Penalty: 4707.722168
	Iteration 17Q: 3 clusters Score -1650978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12815 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1650986.750000 Penalty: 4707.722168
	Iteration 18Q: 3 clusters Score -1650987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1650993.625000 Penalty: 4707.722168
	Iteration 19Q: 3 clusters Score -1650994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1651007.250000 Penalty: 4707.722168
	Iteration 20F: 3 clusters Score -1651007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1651009.250000 Penalty: 4707.722168
	Iteration 21Q: 3 clusters Score -1651009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -1651009.625000 Penalty: 4707.722168
	Iteration 22Q: 3 clusters Score -1651010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -1651014.000000 Penalty: 4707.722168
	Iteration 23Q: 3 clusters Score -1651014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1651022.000000 Penalty: 4707.722168
	Iteration 24Q: 3 clusters Score -1651022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1651030.625000 Penalty: 4707.722168
	Iteration 25Q: 3 clusters Score -1651031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1651037.250000 Penalty: 4707.722168
	Iteration 26Q: 3 clusters Score -1651037 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1651040.875000 Penalty: 4707.722168
	Iteration 27Q: 3 clusters Score -1651041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1651040.250000 Penalty: 4707.722168
	Iteration 28Q: 3 clusters Score -1651040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1651040.250000 Penalty: 4707.722168
	Iteration 29F: 3 clusters Score -1651040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (53046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53046 members 
Entering Unmasked Estep 
Score: -6659459.500000 Penalty: 2697.970947
	Iteration 0F: 2 clusters Score -6659460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -6623913.000000 Penalty: 5395.941895
	Iteration 0F: 3 clusters Score -6623913 nChanged 24389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27785 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -6637429.500000 Penalty: 5395.941895
	Iteration 1F: 3 clusters Score -6637430 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28606 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -6637999.000000 Penalty: 5395.941895
	Iteration 2Q: 3 clusters Score -6637999 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -6638514.500000 Penalty: 5395.941895
	Iteration 3Q: 3 clusters Score -6638514 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -6639269.000000 Penalty: 5395.941895
	Iteration 4Q: 3 clusters Score -6639269 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33502 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -6640385.000000 Penalty: 5395.941895
	Iteration 5Q: 3 clusters Score -6640385 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36484 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -6642194.500000 Penalty: 5395.941895
	Iteration 6F: 3 clusters Score -6642194 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40387 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -6645268.000000 Penalty: 5395.941895
	Iteration 7F: 3 clusters Score -6645268 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44708 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -6649234.000000 Penalty: 5395.941895
	Iteration 8F: 3 clusters Score -6649234 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48476 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -6653003.000000 Penalty: 5395.941895
	Iteration 9F: 3 clusters Score -6653003 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50853 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -6655363.500000 Penalty: 5395.941895
	Iteration 10Q: 3 clusters Score -6655364 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51955 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -6656424.500000 Penalty: 5395.941895
	Iteration 11Q: 3 clusters Score -6656424 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52388 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -6656844.500000 Penalty: 5395.941895
	Iteration 12Q: 3 clusters Score -6656844 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52576 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -6657018.000000 Penalty: 5395.941895
	Iteration 13Q: 3 clusters Score -6657018 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52652 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -6657103.000000 Penalty: 5395.941895
	Iteration 14Q: 3 clusters Score -6657103 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52690 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -6657148.500000 Penalty: 5395.941895
	Iteration 15Q: 3 clusters Score -6657148 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52719 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -6657167.500000 Penalty: 5395.941895
	Iteration 16Q: 3 clusters Score -6657168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52735 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -6657185.500000 Penalty: 5395.941895
	Iteration 17Q: 3 clusters Score -6657186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52740 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -6657188.000000 Penalty: 5395.941895
	Iteration 18Q: 3 clusters Score -6657188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52744 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -6657191.500000 Penalty: 5395.941895
	Iteration 19Q: 3 clusters Score -6657192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52746 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -6657189.500000 Penalty: 5395.941895
	Iteration 20F: 3 clusters Score -6657190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52747 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -6657190.000000 Penalty: 5395.941895
	Iteration 21Q: 3 clusters Score -6657190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52747 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -6657190.000000 Penalty: 5395.941895
	Iteration 22F: 3 clusters Score -6657190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (35653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Entering Unmasked Estep 
Score: -4503325.500000 Penalty: 2599.433838
	Iteration 0F: 2 clusters Score -4503326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -4479095.500000 Penalty: 5198.867676
	Iteration 0F: 3 clusters Score -4479096 nChanged 16185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -4487893.500000 Penalty: 5198.867676
	Iteration 1F: 3 clusters Score -4487894 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -4488280.000000 Penalty: 5198.867676
	Iteration 2Q: 3 clusters Score -4488280 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -4488601.500000 Penalty: 5198.867676
	Iteration 3Q: 3 clusters Score -4488602 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -4488917.500000 Penalty: 5198.867676
	Iteration 4Q: 3 clusters Score -4488918 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -4489293.500000 Penalty: 5198.867676
	Iteration 5Q: 3 clusters Score -4489294 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -4489740.000000 Penalty: 5198.867676
	Iteration 6Q: 3 clusters Score -4489740 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -4490415.000000 Penalty: 5198.867676
	Iteration 7Q: 3 clusters Score -4490415 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -4491421.500000 Penalty: 5198.867676
	Iteration 8F: 3 clusters Score -4491422 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -4492922.000000 Penalty: 5198.867676
	Iteration 9F: 3 clusters Score -4492922 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 28941 members 
Entering Unmasked Estep 
Score: -4494972.000000 Penalty: 5198.867676
	Iteration 10F: 3 clusters Score -4494972 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 31457 members 
Entering Unmasked Estep 
Score: -4497251.500000 Penalty: 5198.867676
	Iteration 11F: 3 clusters Score -4497252 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 33417 members 
Entering Unmasked Estep 
Score: -4499069.000000 Penalty: 5198.867676
	Iteration 12F: 3 clusters Score -4499069 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -4500164.500000 Penalty: 5198.867676
	Iteration 13Q: 3 clusters Score -4500164 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 35084 members 
Entering Unmasked Estep 
Score: -4500640.500000 Penalty: 5198.867676
	Iteration 14Q: 3 clusters Score -4500640 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -4500838.000000 Penalty: 5198.867676
	Iteration 15Q: 3 clusters Score -4500838 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 35340 members 
Entering Unmasked Estep 
Score: -4500949.000000 Penalty: 5198.867676
	Iteration 16Q: 3 clusters Score -4500949 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -4501014.500000 Penalty: 5198.867676
	Iteration 17Q: 3 clusters Score -4501014 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 35394 members 
Entering Unmasked Estep 
Score: -4501055.000000 Penalty: 5198.867676
	Iteration 18Q: 3 clusters Score -4501055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
Score: -4501079.500000 Penalty: 5198.867676
	Iteration 19Q: 3 clusters Score -4501080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 35407 members 
Entering Unmasked Estep 
Score: -4501086.500000 Penalty: 5198.867676
	Iteration 20F: 3 clusters Score -4501086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -4501097.500000 Penalty: 5198.867676
	Iteration 21Q: 3 clusters Score -4501098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 35413 members 
Entering Unmasked Estep 
Score: -4501099.000000 Penalty: 5198.867676
	Iteration 22Q: 3 clusters Score -4501099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -4501102.000000 Penalty: 5198.867676
	Iteration 23Q: 3 clusters Score -4501102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -4501102.000000 Penalty: 5198.867676
	Iteration 24F: 3 clusters Score -4501102 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Entering Unmasked Estep 
Score: -766882.250000 Penalty: 2160.315430
	Iteration 0F: 2 clusters Score -766882.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -761680.750000 Penalty: 4320.630859
	Iteration 0F: 3 clusters Score -761680.8 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -762902.687500 Penalty: 4320.630859
	Iteration 1F: 3 clusters Score -762902.7 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -763108.187500 Penalty: 4320.630859
	Iteration 2F: 3 clusters Score -763108.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -763253.437500 Penalty: 4320.630859
	Iteration 3Q: 3 clusters Score -763253.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -763375.562500 Penalty: 4320.630859
	Iteration 4Q: 3 clusters Score -763375.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -763478.375000 Penalty: 4320.630859
	Iteration 5Q: 3 clusters Score -763478.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -763565.125000 Penalty: 4320.630859
	Iteration 6Q: 3 clusters Score -763565.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -763649.187500 Penalty: 4320.630859
	Iteration 7Q: 3 clusters Score -763649.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -763715.000000 Penalty: 4320.630859
	Iteration 8Q: 3 clusters Score -763715 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -763775.687500 Penalty: 4320.630859
	Iteration 9Q: 3 clusters Score -763775.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -763856.750000 Penalty: 4320.630859
	Iteration 10Q: 3 clusters Score -763856.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -763937.375000 Penalty: 4320.630859
	Iteration 11Q: 3 clusters Score -763937.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -764017.687500 Penalty: 4320.630859
	Iteration 12Q: 3 clusters Score -764017.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -764099.937500 Penalty: 4320.630859
	Iteration 13Q: 3 clusters Score -764099.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -764195.375000 Penalty: 4320.630859
	Iteration 14Q: 3 clusters Score -764195.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -764298.437500 Penalty: 4320.630859
	Iteration 15Q: 3 clusters Score -764298.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -764406.625000 Penalty: 4320.630859
	Iteration 16Q: 3 clusters Score -764406.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -764511.375000 Penalty: 4320.630859
	Iteration 17Q: 3 clusters Score -764511.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -764611.687500 Penalty: 4320.630859
	Iteration 18Q: 3 clusters Score -764611.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -764697.875000 Penalty: 4320.630859
	Iteration 19Q: 3 clusters Score -764697.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -764754.000000 Penalty: 4320.630859
	Iteration 20F: 3 clusters Score -764754 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -764798.875000 Penalty: 4320.630859
	Iteration 21Q: 3 clusters Score -764798.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -764837.062500 Penalty: 4320.630859
	Iteration 22Q: 3 clusters Score -764837.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -764874.562500 Penalty: 4320.630859
	Iteration 23Q: 3 clusters Score -764874.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -764894.937500 Penalty: 4320.630859
	Iteration 24Q: 3 clusters Score -764894.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -764909.812500 Penalty: 4320.630859
	Iteration 25Q: 3 clusters Score -764909.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -764925.625000 Penalty: 4320.630859
	Iteration 26Q: 3 clusters Score -764925.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -764943.250000 Penalty: 4320.630859
	Iteration 27Q: 3 clusters Score -764943.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -764964.375000 Penalty: 4320.630859
	Iteration 28Q: 3 clusters Score -764964.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -764975.125000 Penalty: 4320.630859
	Iteration 29Q: 3 clusters Score -764975.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -764980.375000 Penalty: 4320.630859
	Iteration 30Q: 3 clusters Score -764980.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -764986.500000 Penalty: 4320.630859
	Iteration 31Q: 3 clusters Score -764986.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -764993.875000 Penalty: 4320.630859
	Iteration 32Q: 3 clusters Score -764993.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -764997.375000 Penalty: 4320.630859
	Iteration 33Q: 3 clusters Score -764997.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -764999.312500 Penalty: 4320.630859
	Iteration 34Q: 3 clusters Score -764999.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -764999.625000 Penalty: 4320.630859
	Iteration 35Q: 3 clusters Score -764999.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -764999.625000 Penalty: 4320.630859
	Iteration 36F: 3 clusters Score -764999.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -348715.812500 Penalty: 1970.673462
	Iteration 0F: 2 clusters Score -348715.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -345589.375000 Penalty: 3941.346924
	Iteration 0F: 3 clusters Score -345589.4 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -346194.718750 Penalty: 3941.346924
	Iteration 1F: 3 clusters Score -346194.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -346317.625000 Penalty: 3941.346924
	Iteration 2F: 3 clusters Score -346317.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -346373.687500 Penalty: 3941.346924
	Iteration 3Q: 3 clusters Score -346373.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -346410.218750 Penalty: 3941.346924
	Iteration 4Q: 3 clusters Score -346410.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -346436.937500 Penalty: 3941.346924
	Iteration 5Q: 3 clusters Score -346436.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -346453.218750 Penalty: 3941.346924
	Iteration 6Q: 3 clusters Score -346453.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -346460.937500 Penalty: 3941.346924
	Iteration 7Q: 3 clusters Score -346460.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -346468.250000 Penalty: 3941.346924
	Iteration 8Q: 3 clusters Score -346468.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -346475.375000 Penalty: 3941.346924
	Iteration 9Q: 3 clusters Score -346475.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -346481.156250 Penalty: 3941.346924
	Iteration 10Q: 3 clusters Score -346481.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -346485.218750 Penalty: 3941.346924
	Iteration 11Q: 3 clusters Score -346485.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -346489.250000 Penalty: 3941.346924
	Iteration 12Q: 3 clusters Score -346489.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -346491.843750 Penalty: 3941.346924
	Iteration 13Q: 3 clusters Score -346491.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -346493.218750 Penalty: 3941.346924
	Iteration 14Q: 3 clusters Score -346493.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -346495.406250 Penalty: 3941.346924
	Iteration 15Q: 3 clusters Score -346495.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -346497.937500 Penalty: 3941.346924
	Iteration 16Q: 3 clusters Score -346497.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -346501.812500 Penalty: 3941.346924
	Iteration 17Q: 3 clusters Score -346501.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -346504.531250 Penalty: 3941.346924
	Iteration 18Q: 3 clusters Score -346504.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -346508.281250 Penalty: 3941.346924
	Iteration 19Q: 3 clusters Score -346508.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -346513.156250 Penalty: 3941.346924
	Iteration 20F: 3 clusters Score -346513.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -346516.593750 Penalty: 3941.346924
	Iteration 21Q: 3 clusters Score -346516.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -346519.218750 Penalty: 3941.346924
	Iteration 22Q: 3 clusters Score -346519.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -346519.218750 Penalty: 3941.346924
	Iteration 23F: 3 clusters Score -346519.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (30645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Entering Unmasked Estep 
Score: -3886939.750000 Penalty: 2561.895752
	Iteration 0F: 2 clusters Score -3886940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -3866002.250000 Penalty: 5123.791504
	Iteration 0F: 3 clusters Score -3866002 nChanged 13718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -3873363.000000 Penalty: 5123.791504
	Iteration 1F: 3 clusters Score -3873363 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -3873759.000000 Penalty: 5123.791504
	Iteration 2Q: 3 clusters Score -3873759 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -3874121.750000 Penalty: 5123.791504
	Iteration 3Q: 3 clusters Score -3874122 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -3874420.500000 Penalty: 5123.791504
	Iteration 4Q: 3 clusters Score -3874420 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -3874660.250000 Penalty: 5123.791504
	Iteration 5Q: 3 clusters Score -3874660 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -3874888.250000 Penalty: 5123.791504
	Iteration 6Q: 3 clusters Score -3874888 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -3875189.500000 Penalty: 5123.791504
	Iteration 7Q: 3 clusters Score -3875190 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -3875659.500000 Penalty: 5123.791504
	Iteration 8Q: 3 clusters Score -3875660 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -3876318.500000 Penalty: 5123.791504
	Iteration 9Q: 3 clusters Score -3876318 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -3877424.750000 Penalty: 5123.791504
	Iteration 10F: 3 clusters Score -3877425 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -3879008.750000 Penalty: 5123.791504
	Iteration 11F: 3 clusters Score -3879009 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -3880984.250000 Penalty: 5123.791504
	Iteration 12F: 3 clusters Score -3880984 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -3882929.750000 Penalty: 5123.791504
	Iteration 13F: 3 clusters Score -3882930 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -3884245.000000 Penalty: 5123.791504
	Iteration 14Q: 3 clusters Score -3884245 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3884926.250000 Penalty: 5123.791504
	Iteration 15Q: 3 clusters Score -3884926 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3885236.500000 Penalty: 5123.791504
	Iteration 16Q: 3 clusters Score -3885236 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29865 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3885436.750000 Penalty: 5123.791504
	Iteration 17Q: 3 clusters Score -3885437 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3885545.500000 Penalty: 5123.791504
	Iteration 18Q: 3 clusters Score -3885546 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29962 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3885635.500000 Penalty: 5123.791504
	Iteration 19Q: 3 clusters Score -3885636 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3885694.250000 Penalty: 5123.791504
	Iteration 20F: 3 clusters Score -3885694 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30002 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3885727.250000 Penalty: 5123.791504
	Iteration 21Q: 3 clusters Score -3885727 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29999 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3885741.500000 Penalty: 5123.791504
	Iteration 22Q: 3 clusters Score -3885742 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29988 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3885759.750000 Penalty: 5123.791504
	Iteration 23Q: 3 clusters Score -3885760 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3885770.000000 Penalty: 5123.791504
	Iteration 24Q: 3 clusters Score -3885770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3885769.250000 Penalty: 5123.791504
	Iteration 25Q: 3 clusters Score -3885769 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29970 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3885789.750000 Penalty: 5123.791504
	Iteration 26Q: 3 clusters Score -3885790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29964 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3885794.250000 Penalty: 5123.791504
	Iteration 27Q: 3 clusters Score -3885794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3885794.500000 Penalty: 5123.791504
	Iteration 28Q: 3 clusters Score -3885794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3885794.500000 Penalty: 5123.791504
	Iteration 29F: 3 clusters Score -3885794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (29268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29268 members 
Entering Unmasked Estep 
Score: -3674400.500000 Penalty: 2550.494141
	Iteration 0F: 2 clusters Score -3674400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -3654351.500000 Penalty: 5100.988281
	Iteration 0F: 3 clusters Score -3654352 nChanged 13118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -3661353.500000 Penalty: 5100.988281
	Iteration 1F: 3 clusters Score -3661354 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -3661783.250000 Penalty: 5100.988281
	Iteration 2Q: 3 clusters Score -3661783 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -3662200.500000 Penalty: 5100.988281
	Iteration 3Q: 3 clusters Score -3662200 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -3662668.500000 Penalty: 5100.988281
	Iteration 4Q: 3 clusters Score -3662668 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -3663201.250000 Penalty: 5100.988281
	Iteration 5Q: 3 clusters Score -3663201 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -3663889.250000 Penalty: 5100.988281
	Iteration 6Q: 3 clusters Score -3663889 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -3664896.250000 Penalty: 5100.988281
	Iteration 7F: 3 clusters Score -3664896 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -3666209.750000 Penalty: 5100.988281
	Iteration 8F: 3 clusters Score -3666210 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -3667797.000000 Penalty: 5100.988281
	Iteration 9F: 3 clusters Score -3667797 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -3669309.500000 Penalty: 5100.988281
	Iteration 10F: 3 clusters Score -3669310 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -3670468.250000 Penalty: 5100.988281
	Iteration 11Q: 3 clusters Score -3670468 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -3671243.500000 Penalty: 5100.988281
	Iteration 12Q: 3 clusters Score -3671244 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -3671713.750000 Penalty: 5100.988281
	Iteration 13Q: 3 clusters Score -3671714 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -3671997.250000 Penalty: 5100.988281
	Iteration 14Q: 3 clusters Score -3671997 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -3672176.500000 Penalty: 5100.988281
	Iteration 15Q: 3 clusters Score -3672176 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 27319 members 
Entering Unmasked Estep 
Score: -3672279.750000 Penalty: 5100.988281
	Iteration 16Q: 3 clusters Score -3672280 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -3672330.750000 Penalty: 5100.988281
	Iteration 17Q: 3 clusters Score -3672331 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -3672364.250000 Penalty: 5100.988281
	Iteration 18Q: 3 clusters Score -3672364 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -3672399.500000 Penalty: 5100.988281
	Iteration 19Q: 3 clusters Score -3672400 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -3672434.750000 Penalty: 5100.988281
	Iteration 20F: 3 clusters Score -3672435 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 27760 members 
Entering Unmasked Estep 
Score: -3672458.750000 Penalty: 5100.988281
	Iteration 21Q: 3 clusters Score -3672459 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -3672479.500000 Penalty: 5100.988281
	Iteration 22Q: 3 clusters Score -3672480 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -3672486.750000 Penalty: 5100.988281
	Iteration 23Q: 3 clusters Score -3672487 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
Score: -3672488.750000 Penalty: 5100.988281
	Iteration 24Q: 3 clusters Score -3672489 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
Score: -3672505.500000 Penalty: 5100.988281
	Iteration 25Q: 3 clusters Score -3672506 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 27948 members 
Entering Unmasked Estep 
Score: -3672516.750000 Penalty: 5100.988281
	Iteration 26Q: 3 clusters Score -3672517 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -3672524.000000 Penalty: 5100.988281
	Iteration 27Q: 3 clusters Score -3672524 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 27993 members 
Entering Unmasked Estep 
Score: -3672537.000000 Penalty: 5100.988281
	Iteration 28Q: 3 clusters Score -3672537 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -3672540.250000 Penalty: 5100.988281
	Iteration 29Q: 3 clusters Score -3672540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 28026 members 
Entering Unmasked Estep 
Score: -3672550.250000 Penalty: 5100.988281
	Iteration 30Q: 3 clusters Score -3672550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 28040 members 
Entering Unmasked Estep 
Score: -3672550.250000 Penalty: 5100.988281
	Iteration 31Q: 3 clusters Score -3672550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -3672558.000000 Penalty: 5100.988281
	Iteration 32Q: 3 clusters Score -3672558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -3672563.000000 Penalty: 5100.988281
	Iteration 33Q: 3 clusters Score -3672563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 28072 members 
Entering Unmasked Estep 
Score: -3672557.750000 Penalty: 5100.988281
	Iteration 34Q: 3 clusters Score -3672558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -3672557.000000 Penalty: 5100.988281
	Iteration 35Q: 3 clusters Score -3672557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -3672559.250000 Penalty: 5100.988281
	Iteration 36Q: 3 clusters Score -3672559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -3672559.250000 Penalty: 5100.988281
	Iteration 37F: 3 clusters Score -3672559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (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: -830009.375000 Penalty: 2179.268311
	Iteration 0F: 2 clusters Score -830009.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -824490.125000 Penalty: 4358.536621
	Iteration 0F: 3 clusters Score -824490.1 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -825999.562500 Penalty: 4358.536621
	Iteration 1F: 3 clusters Score -825999.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -826200.062500 Penalty: 4358.536621
	Iteration 2F: 3 clusters Score -826200.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -826321.562500 Penalty: 4358.536621
	Iteration 3Q: 3 clusters Score -826321.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -826397.500000 Penalty: 4358.536621
	Iteration 4Q: 3 clusters Score -826397.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -826444.000000 Penalty: 4358.536621
	Iteration 5Q: 3 clusters Score -826444 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -826482.500000 Penalty: 4358.536621
	Iteration 6Q: 3 clusters Score -826482.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -826514.687500 Penalty: 4358.536621
	Iteration 7Q: 3 clusters Score -826514.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -826538.125000 Penalty: 4358.536621
	Iteration 8Q: 3 clusters Score -826538.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -826559.437500 Penalty: 4358.536621
	Iteration 9Q: 3 clusters Score -826559.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -826576.062500 Penalty: 4358.536621
	Iteration 10Q: 3 clusters Score -826576.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -826587.500000 Penalty: 4358.536621
	Iteration 11Q: 3 clusters Score -826587.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -826602.687500 Penalty: 4358.536621
	Iteration 12Q: 3 clusters Score -826602.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -826619.875000 Penalty: 4358.536621
	Iteration 13Q: 3 clusters Score -826619.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -826631.937500 Penalty: 4358.536621
	Iteration 14Q: 3 clusters Score -826631.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -826645.687500 Penalty: 4358.536621
	Iteration 15Q: 3 clusters Score -826645.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -826661.687500 Penalty: 4358.536621
	Iteration 16Q: 3 clusters Score -826661.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -826670.812500 Penalty: 4358.536621
	Iteration 17Q: 3 clusters Score -826670.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -826682.500000 Penalty: 4358.536621
	Iteration 18Q: 3 clusters Score -826682.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -826696.062500 Penalty: 4358.536621
	Iteration 19Q: 3 clusters Score -826696.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -826701.375000 Penalty: 4358.536621
	Iteration 20F: 3 clusters Score -826701.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -826710.312500 Penalty: 4358.536621
	Iteration 21Q: 3 clusters Score -826710.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -826722.500000 Penalty: 4358.536621
	Iteration 22Q: 3 clusters Score -826722.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -826729.250000 Penalty: 4358.536621
	Iteration 23Q: 3 clusters Score -826729.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -826736.750000 Penalty: 4358.536621
	Iteration 24Q: 3 clusters Score -826736.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -826747.312500 Penalty: 4358.536621
	Iteration 25Q: 3 clusters Score -826747.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -826759.125000 Penalty: 4358.536621
	Iteration 26Q: 3 clusters Score -826759.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -826767.937500 Penalty: 4358.536621
	Iteration 27Q: 3 clusters Score -826767.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -826778.750000 Penalty: 4358.536621
	Iteration 28Q: 3 clusters Score -826778.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -826784.812500 Penalty: 4358.536621
	Iteration 29Q: 3 clusters Score -826784.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -826789.875000 Penalty: 4358.536621
	Iteration 30Q: 3 clusters Score -826789.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -826797.062500 Penalty: 4358.536621
	Iteration 31Q: 3 clusters Score -826797.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -826805.500000 Penalty: 4358.536621
	Iteration 32Q: 3 clusters Score -826805.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -826816.375000 Penalty: 4358.536621
	Iteration 33Q: 3 clusters Score -826816.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -826835.375000 Penalty: 4358.536621
	Iteration 34Q: 3 clusters Score -826835.4 nChanged 54
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: -826851.187500 Penalty: 4358.536621
	Iteration 35Q: 3 clusters Score -826851.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -826871.500000 Penalty: 4358.536621
	Iteration 36Q: 3 clusters Score -826871.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -826899.125000 Penalty: 4358.536621
	Iteration 37Q: 3 clusters Score -826899.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -826936.062500 Penalty: 4358.536621
	Iteration 38Q: 3 clusters Score -826936.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -826971.875000 Penalty: 4358.536621
	Iteration 39Q: 3 clusters Score -826971.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -827017.812500 Penalty: 4358.536621
	Iteration 40F: 3 clusters Score -827017.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -827081.375000 Penalty: 4358.536621
	Iteration 41Q: 3 clusters Score -827081.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -827155.187500 Penalty: 4358.536621
	Iteration 42Q: 3 clusters Score -827155.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -827230.562500 Penalty: 4358.536621
	Iteration 43Q: 3 clusters Score -827230.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -827319.312500 Penalty: 4358.536621
	Iteration 44Q: 3 clusters Score -827319.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -827424.937500 Penalty: 4358.536621
	Iteration 45Q: 3 clusters Score -827424.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -827527.937500 Penalty: 4358.536621
	Iteration 46Q: 3 clusters Score -827527.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -827618.875000 Penalty: 4358.536621
	Iteration 47Q: 3 clusters Score -827618.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -827694.250000 Penalty: 4358.536621
	Iteration 48Q: 3 clusters Score -827694.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -827758.125000 Penalty: 4358.536621
	Iteration 49Q: 3 clusters Score -827758.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -827808.750000 Penalty: 4358.536621
	Iteration 50Q: 3 clusters Score -827808.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -827856.187500 Penalty: 4358.536621
	Iteration 51Q: 3 clusters Score -827856.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -827898.000000 Penalty: 4358.536621
	Iteration 52Q: 3 clusters Score -827898 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -827946.500000 Penalty: 4358.536621
	Iteration 53Q: 3 clusters Score -827946.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -827979.000000 Penalty: 4358.536621
	Iteration 54Q: 3 clusters Score -827979 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -828007.937500 Penalty: 4358.536621
	Iteration 55Q: 3 clusters Score -828007.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -828027.187500 Penalty: 4358.536621
	Iteration 56Q: 3 clusters Score -828027.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -828041.562500 Penalty: 4358.536621
	Iteration 57Q: 3 clusters Score -828041.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -828053.687500 Penalty: 4358.536621
	Iteration 58Q: 3 clusters Score -828053.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -828063.437500 Penalty: 4358.536621
	Iteration 59Q: 3 clusters Score -828063.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -828069.937500 Penalty: 4358.536621
	Iteration 60F: 3 clusters Score -828069.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -828074.187500 Penalty: 4358.536621
	Iteration 61Q: 3 clusters Score -828074.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -828079.500000 Penalty: 4358.536621
	Iteration 62Q: 3 clusters Score -828079.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -828080.562500 Penalty: 4358.536621
	Iteration 63Q: 3 clusters Score -828080.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -828080.562500 Penalty: 4358.536621
	Iteration 64F: 3 clusters Score -828080.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (95611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95611 members 
Entering Unmasked Estep 
Score: -12015373.000000 Penalty: 2844.074707
	Iteration 0F: 2 clusters Score -1.201537e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47791 members 
Mstep: Class 2 contains 47820 members 
Entering Unmasked Estep 
Score: -11951194.000000 Penalty: 5688.149414
	Iteration 0F: 3 clusters Score -1.195119e+07 nChanged 45272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47535 members 
Mstep: Class 2 contains 48076 members 
Entering Unmasked Estep 
Score: -11977269.000000 Penalty: 5688.149414
	Iteration 1F: 3 clusters Score -1.197727e+07 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47333 members 
Mstep: Class 2 contains 48278 members 
Entering Unmasked Estep 
Score: -11978459.000000 Penalty: 5688.149414
	Iteration 2Q: 3 clusters Score -1.197846e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47093 members 
Mstep: Class 2 contains 48518 members 
Entering Unmasked Estep 
Score: -11980124.000000 Penalty: 5688.149414
	Iteration 3Q: 3 clusters Score -1.198012e+07 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46943 members 
Mstep: Class 2 contains 48668 members 
Entering Unmasked Estep 
Score: -11982673.000000 Penalty: 5688.149414
	Iteration 4Q: 3 clusters Score -1.198267e+07 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46988 members 
Mstep: Class 2 contains 48623 members 
Entering Unmasked Estep 
Score: -11986366.000000 Penalty: 5688.149414
	Iteration 5F: 3 clusters Score -1.198637e+07 nChanged 6512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47640 members 
Mstep: Class 2 contains 47971 members 
Entering Unmasked Estep 
Score: -11991314.000000 Penalty: 5688.149414
	Iteration 6F: 3 clusters Score -1.199131e+07 nChanged 7015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49043 members 
Mstep: Class 2 contains 46568 members 
Entering Unmasked Estep 
Score: -11997090.000000 Penalty: 5688.149414
	Iteration 7F: 3 clusters Score -1.199709e+07 nChanged 6623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51024 members 
Mstep: Class 2 contains 44587 members 
Entering Unmasked Estep 
Score: -12002335.000000 Penalty: 5688.149414
	Iteration 8F: 3 clusters Score -1.200234e+07 nChanged 5218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53142 members 
Mstep: Class 2 contains 42469 members 
Entering Unmasked Estep 
Score: -12005849.000000 Penalty: 5688.149414
	Iteration 9F: 3 clusters Score -1.200585e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55242 members 
Mstep: Class 2 contains 40369 members 
Entering Unmasked Estep 
Score: -12007963.000000 Penalty: 5688.149414
	Iteration 10Q: 3 clusters Score -1.200796e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57310 members 
Mstep: Class 2 contains 38301 members 
Entering Unmasked Estep 
Score: -12009281.000000 Penalty: 5688.149414
	Iteration 11Q: 3 clusters Score -1.200928e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59294 members 
Mstep: Class 2 contains 36317 members 
Entering Unmasked Estep 
Score: -12010205.000000 Penalty: 5688.149414
	Iteration 12Q: 3 clusters Score -1.20102e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61107 members 
Mstep: Class 2 contains 34504 members 
Entering Unmasked Estep 
Score: -12011013.000000 Penalty: 5688.149414
	Iteration 13Q: 3 clusters Score -1.201101e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62818 members 
Mstep: Class 2 contains 32793 members 
Entering Unmasked Estep 
Score: -12011711.000000 Penalty: 5688.149414
	Iteration 14Q: 3 clusters Score -1.201171e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64375 members 
Mstep: Class 2 contains 31236 members 
Entering Unmasked Estep 
Score: -12012274.000000 Penalty: 5688.149414
	Iteration 15Q: 3 clusters Score -1.201227e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65769 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -12012820.000000 Penalty: 5688.149414
	Iteration 16Q: 3 clusters Score -1.201282e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67021 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -12013131.000000 Penalty: 5688.149414
	Iteration 17Q: 3 clusters Score -1.201313e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68112 members 
Mstep: Class 2 contains 27499 members 
Entering Unmasked Estep 
Score: -12013487.000000 Penalty: 5688.149414
	Iteration 18Q: 3 clusters Score -1.201349e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69040 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -12013730.000000 Penalty: 5688.149414
	Iteration 19Q: 3 clusters Score -1.201373e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69820 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -12013894.000000 Penalty: 5688.149414
	Iteration 20F: 3 clusters Score -1.201389e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70476 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -12013974.000000 Penalty: 5688.149414
	Iteration 21Q: 3 clusters Score -1.201397e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71057 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -12014088.000000 Penalty: 5688.149414
	Iteration 22Q: 3 clusters Score -1.201409e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71570 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -12014175.000000 Penalty: 5688.149414
	Iteration 23Q: 3 clusters Score -1.201418e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71998 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -12014227.000000 Penalty: 5688.149414
	Iteration 24Q: 3 clusters Score -1.201423e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72380 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -12014286.000000 Penalty: 5688.149414
	Iteration 25Q: 3 clusters Score -1.201429e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72687 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -12014304.000000 Penalty: 5688.149414
	Iteration 26Q: 3 clusters Score -1.20143e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72948 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -12014314.000000 Penalty: 5688.149414
	Iteration 27Q: 3 clusters Score -1.201431e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73167 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -12014342.000000 Penalty: 5688.149414
	Iteration 28Q: 3 clusters Score -1.201434e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73361 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -12014344.000000 Penalty: 5688.149414
	Iteration 29Q: 3 clusters Score -1.201434e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73548 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -12014389.000000 Penalty: 5688.149414
	Iteration 30Q: 3 clusters Score -1.201439e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73715 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -12014418.000000 Penalty: 5688.149414
	Iteration 31Q: 3 clusters Score -1.201442e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73849 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -12014424.000000 Penalty: 5688.149414
	Iteration 32Q: 3 clusters Score -1.201442e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73953 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -12014435.000000 Penalty: 5688.149414
	Iteration 33Q: 3 clusters Score -1.201444e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74043 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -12014450.000000 Penalty: 5688.149414
	Iteration 34Q: 3 clusters Score -1.201445e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74107 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -12014441.000000 Penalty: 5688.149414
	Iteration 35Q: 3 clusters Score -1.201444e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74156 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -12014426.000000 Penalty: 5688.149414
	Iteration 36Q: 3 clusters Score -1.201443e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74202 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -12014428.000000 Penalty: 5688.149414
	Iteration 37Q: 3 clusters Score -1.201443e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74243 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -12014451.000000 Penalty: 5688.149414
	Iteration 38Q: 3 clusters Score -1.201445e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74286 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -12014442.000000 Penalty: 5688.149414
	Iteration 39Q: 3 clusters Score -1.201444e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74321 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -12014434.000000 Penalty: 5688.149414
	Iteration 40F: 3 clusters Score -1.201443e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74346 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -12014433.000000 Penalty: 5688.149414
	Iteration 41Q: 3 clusters Score -1.201443e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74369 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -12014434.000000 Penalty: 5688.149414
	Iteration 42Q: 3 clusters Score -1.201443e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74393 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -12014442.000000 Penalty: 5688.149414
	Iteration 43Q: 3 clusters Score -1.201444e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74417 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -12014446.000000 Penalty: 5688.149414
	Iteration 44Q: 3 clusters Score -1.201445e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74441 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -12014451.000000 Penalty: 5688.149414
	Iteration 45Q: 3 clusters Score -1.201445e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74459 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -12014449.000000 Penalty: 5688.149414
	Iteration 46Q: 3 clusters Score -1.201445e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74472 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -12014454.000000 Penalty: 5688.149414
	Iteration 47Q: 3 clusters Score -1.201445e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74488 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -12014459.000000 Penalty: 5688.149414
	Iteration 48Q: 3 clusters Score -1.201446e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74502 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -12014450.000000 Penalty: 5688.149414
	Iteration 49Q: 3 clusters Score -1.201445e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74516 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -12014447.000000 Penalty: 5688.149414
	Iteration 50Q: 3 clusters Score -1.201445e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74523 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -12014456.000000 Penalty: 5688.149414
	Iteration 51Q: 3 clusters Score -1.201446e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74530 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -12014460.000000 Penalty: 5688.149414
	Iteration 52Q: 3 clusters Score -1.201446e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74536 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -12014461.000000 Penalty: 5688.149414
	Iteration 53Q: 3 clusters Score -1.201446e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74542 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -12014464.000000 Penalty: 5688.149414
	Iteration 54Q: 3 clusters Score -1.201446e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74552 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -12014465.000000 Penalty: 5688.149414
	Iteration 55Q: 3 clusters Score -1.201446e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74561 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -12014465.000000 Penalty: 5688.149414
	Iteration 56Q: 3 clusters Score -1.201446e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74571 members 
Mstep: Class 2 contains 21040 members 
Entering Unmasked Estep 
Score: -12014456.000000 Penalty: 5688.149414
	Iteration 57Q: 3 clusters Score -1.201446e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74577 members 
Mstep: Class 2 contains 21034 members 
Entering Unmasked Estep 
Score: -12014470.000000 Penalty: 5688.149414
	Iteration 58Q: 3 clusters Score -1.201447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74580 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -12014468.000000 Penalty: 5688.149414
	Iteration 59Q: 3 clusters Score -1.201447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74583 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -12014478.000000 Penalty: 5688.149414
	Iteration 60F: 3 clusters Score -1.201448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74587 members 
Mstep: Class 2 contains 21024 members 
Entering Unmasked Estep 
Score: -12014481.000000 Penalty: 5688.149414
	Iteration 61Q: 3 clusters Score -1.201448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74592 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -12014474.000000 Penalty: 5688.149414
	Iteration 62Q: 3 clusters Score -1.201447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74596 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -12014476.000000 Penalty: 5688.149414
	Iteration 63Q: 3 clusters Score -1.201448e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74603 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -12014469.000000 Penalty: 5688.149414
	Iteration 64Q: 3 clusters Score -1.201447e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74611 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -12014467.000000 Penalty: 5688.149414
	Iteration 65Q: 3 clusters Score -1.201447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74613 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -12014463.000000 Penalty: 5688.149414
	Iteration 66Q: 3 clusters Score -1.201446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74616 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -12014464.000000 Penalty: 5688.149414
	Iteration 67Q: 3 clusters Score -1.201446e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74616 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -12014464.000000 Penalty: 5688.149414
	Iteration 68F: 3 clusters Score -1.201446e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Entering Unmasked Estep 
Score: -1881254.750000 Penalty: 2384.537842
	Iteration 0F: 2 clusters Score -1881255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1870369.375000 Penalty: 4769.075684
	Iteration 0F: 3 clusters Score -1870369 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1873809.000000 Penalty: 4769.075684
	Iteration 1F: 3 clusters Score -1873809 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -1874176.500000 Penalty: 4769.075684
	Iteration 2F: 3 clusters Score -1874176 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1874433.375000 Penalty: 4769.075684
	Iteration 3Q: 3 clusters Score -1874433 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1874624.750000 Penalty: 4769.075684
	Iteration 4Q: 3 clusters Score -1874625 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1874807.625000 Penalty: 4769.075684
	Iteration 5Q: 3 clusters Score -1874808 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1875016.500000 Penalty: 4769.075684
	Iteration 6Q: 3 clusters Score -1875016 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1875277.375000 Penalty: 4769.075684
	Iteration 7Q: 3 clusters Score -1875277 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1875595.750000 Penalty: 4769.075684
	Iteration 8Q: 3 clusters Score -1875596 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1876016.500000 Penalty: 4769.075684
	Iteration 9Q: 3 clusters Score -1876016 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1876495.000000 Penalty: 4769.075684
	Iteration 10Q: 3 clusters Score -1876495 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -1877007.375000 Penalty: 4769.075684
	Iteration 11Q: 3 clusters Score -1877007 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -1877431.875000 Penalty: 4769.075684
	Iteration 12Q: 3 clusters Score -1877432 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1877805.750000 Penalty: 4769.075684
	Iteration 13Q: 3 clusters Score -1877806 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1878122.500000 Penalty: 4769.075684
	Iteration 14Q: 3 clusters Score -1878122 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1878360.500000 Penalty: 4769.075684
	Iteration 15Q: 3 clusters Score -1878360 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1878532.500000 Penalty: 4769.075684
	Iteration 16Q: 3 clusters Score -1878532 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1878682.250000 Penalty: 4769.075684
	Iteration 17Q: 3 clusters Score -1878682 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1878788.375000 Penalty: 4769.075684
	Iteration 18Q: 3 clusters Score -1878788 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1878858.500000 Penalty: 4769.075684
	Iteration 19Q: 3 clusters Score -1878858 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1878906.625000 Penalty: 4769.075684
	Iteration 20F: 3 clusters Score -1878907 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1878941.000000 Penalty: 4769.075684
	Iteration 21Q: 3 clusters Score -1878941 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1878967.375000 Penalty: 4769.075684
	Iteration 22Q: 3 clusters Score -1878967 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1878993.750000 Penalty: 4769.075684
	Iteration 23Q: 3 clusters Score -1878994 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1879013.250000 Penalty: 4769.075684
	Iteration 24Q: 3 clusters Score -1879013 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1879036.125000 Penalty: 4769.075684
	Iteration 25Q: 3 clusters Score -1879036 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1879048.375000 Penalty: 4769.075684
	Iteration 26Q: 3 clusters Score -1879048 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1879063.625000 Penalty: 4769.075684
	Iteration 27Q: 3 clusters Score -1879064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1879079.750000 Penalty: 4769.075684
	Iteration 28Q: 3 clusters Score -1879080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1879087.500000 Penalty: 4769.075684
	Iteration 29Q: 3 clusters Score -1879088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1879100.625000 Penalty: 4769.075684
	Iteration 30Q: 3 clusters Score -1879101 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1879108.875000 Penalty: 4769.075684
	Iteration 31Q: 3 clusters Score -1879109 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1879127.375000 Penalty: 4769.075684
	Iteration 32Q: 3 clusters Score -1879127 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1879135.500000 Penalty: 4769.075684
	Iteration 33Q: 3 clusters Score -1879136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1879143.125000 Penalty: 4769.075684
	Iteration 34Q: 3 clusters Score -1879143 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1879158.375000 Penalty: 4769.075684
	Iteration 35Q: 3 clusters Score -1879158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1879173.500000 Penalty: 4769.075684
	Iteration 36Q: 3 clusters Score -1879174 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1879180.625000 Penalty: 4769.075684
	Iteration 37Q: 3 clusters Score -1879181 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1879199.250000 Penalty: 4769.075684
	Iteration 38Q: 3 clusters Score -1879199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1879206.125000 Penalty: 4769.075684
	Iteration 39Q: 3 clusters Score -1879206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1879211.000000 Penalty: 4769.075684
	Iteration 40F: 3 clusters Score -1879211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1879214.250000 Penalty: 4769.075684
	Iteration 41Q: 3 clusters Score -1879214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1879214.750000 Penalty: 4769.075684
	Iteration 42Q: 3 clusters Score -1879215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1879215.375000 Penalty: 4769.075684
	Iteration 43Q: 3 clusters Score -1879215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1879216.375000 Penalty: 4769.075684
	Iteration 44Q: 3 clusters Score -1879216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1879220.375000 Penalty: 4769.075684
	Iteration 45Q: 3 clusters Score -1879220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1879222.000000 Penalty: 4769.075684
	Iteration 46Q: 3 clusters Score -1879222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1879222.000000 Penalty: 4769.075684
	Iteration 47F: 3 clusters Score -1879222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Entering Unmasked Estep 
Score: -490570.656250 Penalty: 2069.496094
	Iteration 0F: 2 clusters Score -490570.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -486633.937500 Penalty: 4138.992188
	Iteration 0F: 3 clusters Score -486633.9 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -487664.437500 Penalty: 4138.992188
	Iteration 1F: 3 clusters Score -487664.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -487975.625000 Penalty: 4138.992188
	Iteration 2F: 3 clusters Score -487975.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -488215.125000 Penalty: 4138.992188
	Iteration 3F: 3 clusters Score -488215.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -488420.093750 Penalty: 4138.992188
	Iteration 4F: 3 clusters Score -488420.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -488597.218750 Penalty: 4138.992188
	Iteration 5F: 3 clusters Score -488597.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -488751.468750 Penalty: 4138.992188
	Iteration 6Q: 3 clusters Score -488751.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -488876.781250 Penalty: 4138.992188
	Iteration 7Q: 3 clusters Score -488876.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -488991.750000 Penalty: 4138.992188
	Iteration 8Q: 3 clusters Score -488991.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -489081.250000 Penalty: 4138.992188
	Iteration 9Q: 3 clusters Score -489081.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -489147.562500 Penalty: 4138.992188
	Iteration 10Q: 3 clusters Score -489147.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -489194.156250 Penalty: 4138.992188
	Iteration 11Q: 3 clusters Score -489194.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -489238.781250 Penalty: 4138.992188
	Iteration 12Q: 3 clusters Score -489238.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -489271.687500 Penalty: 4138.992188
	Iteration 13Q: 3 clusters Score -489271.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -489298.500000 Penalty: 4138.992188
	Iteration 14Q: 3 clusters Score -489298.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -489318.500000 Penalty: 4138.992188
	Iteration 15Q: 3 clusters Score -489318.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -489333.468750 Penalty: 4138.992188
	Iteration 16Q: 3 clusters Score -489333.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -489342.156250 Penalty: 4138.992188
	Iteration 17Q: 3 clusters Score -489342.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -489352.343750 Penalty: 4138.992188
	Iteration 18Q: 3 clusters Score -489352.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -489360.750000 Penalty: 4138.992188
	Iteration 19Q: 3 clusters Score -489360.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -489369.406250 Penalty: 4138.992188
	Iteration 20F: 3 clusters Score -489369.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -489373.281250 Penalty: 4138.992188
	Iteration 21Q: 3 clusters Score -489373.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -489376.156250 Penalty: 4138.992188
	Iteration 22Q: 3 clusters Score -489376.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -489379.281250 Penalty: 4138.992188
	Iteration 23Q: 3 clusters Score -489379.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -489382.875000 Penalty: 4138.992188
	Iteration 24Q: 3 clusters Score -489382.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -489383.968750 Penalty: 4138.992188
	Iteration 25Q: 3 clusters Score -489384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -489384.656250 Penalty: 4138.992188
	Iteration 26Q: 3 clusters Score -489384.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -489388.031250 Penalty: 4138.992188
	Iteration 27Q: 3 clusters Score -489388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -489388.031250 Penalty: 4138.992188
	Iteration 28F: 3 clusters Score -489388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (256033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256033 members 
Entering Unmasked Estep 
Score: -31777348.000000 Penalty: 3088.359375
	Iteration 0F: 2 clusters Score -3.177735e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128608 members 
Mstep: Class 2 contains 127425 members 
Entering Unmasked Estep 
Score: -31615278.000000 Penalty: 6176.718750
	Iteration 0F: 3 clusters Score -3.161528e+07 nChanged 123874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139534 members 
Mstep: Class 2 contains 116499 members 
Entering Unmasked Estep 
Score: -31688508.000000 Penalty: 6176.718750
	Iteration 1F: 3 clusters Score -3.168851e+07 nChanged 8263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146545 members 
Mstep: Class 2 contains 109488 members 
Entering Unmasked Estep 
Score: -31691068.000000 Penalty: 6176.718750
	Iteration 2Q: 3 clusters Score -3.169107e+07 nChanged 11405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157536 members 
Mstep: Class 2 contains 98497 members 
Entering Unmasked Estep 
Score: -31696050.000000 Penalty: 6176.718750
	Iteration 3Q: 3 clusters Score -3.169605e+07 nChanged 16200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173632 members 
Mstep: Class 2 contains 82401 members 
Entering Unmasked Estep 
Score: -31705070.000000 Penalty: 6176.718750
	Iteration 4F: 3 clusters Score -3.170507e+07 nChanged 21680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195292 members 
Mstep: Class 2 contains 60741 members 
Entering Unmasked Estep 
Score: -31721132.000000 Penalty: 6176.718750
	Iteration 5F: 3 clusters Score -3.172113e+07 nChanged 24032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219322 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -31740900.000000 Penalty: 6176.718750
	Iteration 6F: 3 clusters Score -3.17409e+07 nChanged 18761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238083 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -31757360.000000 Penalty: 6176.718750
	Iteration 7F: 3 clusters Score -3.175736e+07 nChanged 10436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248519 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -31766914.000000 Penalty: 6176.718750
	Iteration 8Q: 3 clusters Score -3.176691e+07 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252982 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -31771358.000000 Penalty: 6176.718750
	Iteration 9Q: 3 clusters Score -3.177136e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254697 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -31773258.000000 Penalty: 6176.718750
	Iteration 10Q: 3 clusters Score -3.177326e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255227 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -31773942.000000 Penalty: 6176.718750
	Iteration 11Q: 3 clusters Score -3.177394e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255408 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -31774240.000000 Penalty: 6176.718750
	Iteration 12Q: 3 clusters Score -3.177424e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255487 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -31774380.000000 Penalty: 6176.718750
	Iteration 13Q: 3 clusters Score -3.177438e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255529 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -31774442.000000 Penalty: 6176.718750
	Iteration 14Q: 3 clusters Score -3.177444e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255561 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -31774496.000000 Penalty: 6176.718750
	Iteration 15Q: 3 clusters Score -3.17745e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255583 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -31774522.000000 Penalty: 6176.718750
	Iteration 16Q: 3 clusters Score -3.177452e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255596 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -31774552.000000 Penalty: 6176.718750
	Iteration 17Q: 3 clusters Score -3.177455e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255604 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -31774564.000000 Penalty: 6176.718750
	Iteration 18Q: 3 clusters Score -3.177456e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255610 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -31774570.000000 Penalty: 6176.718750
	Iteration 19Q: 3 clusters Score -3.177457e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255614 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -31774572.000000 Penalty: 6176.718750
	Iteration 20F: 3 clusters Score -3.177457e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255615 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -31774574.000000 Penalty: 6176.718750
	Iteration 21Q: 3 clusters Score -3.177457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255617 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -31774598.000000 Penalty: 6176.718750
	Iteration 22Q: 3 clusters Score -3.17746e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255617 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -31774606.000000 Penalty: 6176.718750
	Iteration 23Q: 3 clusters Score -3.177461e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255618 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -31774588.000000 Penalty: 6176.718750
	Iteration 24Q: 3 clusters Score -3.177459e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255617 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -31774618.000000 Penalty: 6176.718750
	Iteration 25Q: 3 clusters Score -3.177462e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255617 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -31774592.000000 Penalty: 6176.718750
	Iteration 26Q: 3 clusters Score -3.177459e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255621 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -31774610.000000 Penalty: 6176.718750
	Iteration 27Q: 3 clusters Score -3.177461e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255624 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -31774614.000000 Penalty: 6176.718750
	Iteration 28Q: 3 clusters Score -3.177461e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255630 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -31774608.000000 Penalty: 6176.718750
	Iteration 29Q: 3 clusters Score -3.177461e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255628 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -31774602.000000 Penalty: 6176.718750
	Iteration 30Q: 3 clusters Score -3.17746e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255628 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -31774602.000000 Penalty: 6176.718750
	Iteration 31F: 3 clusters Score -3.17746e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Entering Unmasked Estep 
Score: -250789.265625 Penalty: 1917.192261
	Iteration 0F: 2 clusters Score -250789.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -248045.843750 Penalty: 3834.384521
	Iteration 0F: 3 clusters Score -248045.8 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -248684.578125 Penalty: 3834.384521
	Iteration 1F: 3 clusters Score -248684.6 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -249011.921875 Penalty: 3834.384521
	Iteration 2F: 3 clusters Score -249011.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -249349.531250 Penalty: 3834.384521
	Iteration 3F: 3 clusters Score -249349.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -249763.937500 Penalty: 3834.384521
	Iteration 4F: 3 clusters Score -249763.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -250124.375000 Penalty: 3834.384521
	Iteration 5F: 3 clusters Score -250124.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -250352.937500 Penalty: 3834.384521
	Iteration 6F: 3 clusters Score -250352.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -250510.656250 Penalty: 3834.384521
	Iteration 7Q: 3 clusters Score -250510.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -250610.921875 Penalty: 3834.384521
	Iteration 8Q: 3 clusters Score -250610.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -250688.687500 Penalty: 3834.384521
	Iteration 9Q: 3 clusters Score -250688.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -250748.937500 Penalty: 3834.384521
	Iteration 10Q: 3 clusters Score -250748.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -250788.890625 Penalty: 3834.384521
	Iteration 11Q: 3 clusters Score -250788.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -250834.546875 Penalty: 3834.384521
	Iteration 12Q: 3 clusters Score -250834.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -250854.640625 Penalty: 3834.384521
	Iteration 13Q: 3 clusters Score -250854.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -250862.000000 Penalty: 3834.384521
	Iteration 14Q: 3 clusters Score -250862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -250870.234375 Penalty: 3834.384521
	Iteration 15Q: 3 clusters Score -250870.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -250874.703125 Penalty: 3834.384521
	Iteration 16Q: 3 clusters Score -250874.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -250875.046875 Penalty: 3834.384521
	Iteration 17Q: 3 clusters Score -250875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -250875.046875 Penalty: 3834.384521
	Iteration 18F: 3 clusters Score -250875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 13245 members 
Mstep: Class 3 contains 53046 members 
Mstep: Class 4 contains 35653 members 
Mstep: Class 5 contains 6069 members 
Mstep: Class 6 contains 2825 members 
Mstep: Class 7 contains 30645 members 
Mstep: Class 8 contains 29268 members 
Mstep: Class 9 contains 6551 members 
Mstep: Class 10 contains 95611 members 
Mstep: Class 11 contains 14989 members 
Mstep: Class 12 contains 4208 members 
Mstep: Class 13 contains 256033 members 
Mstep: Class 14 contains 309 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1636 members 
Mstep: Class 17 contains 38131 members 
Mstep: Class 18 contains 1968 members 
Mstep: Class 19 contains 55058 members 
Mstep: Class 20 contains 181985 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5590 members 
Entering Unmasked Estep 
Score: -104777104.000000 Penalty: 74538.125000
Splitting cluster 14 changes total score from -104778472.000000 to -104777104.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (1340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Entering Unmasked Estep 
Score: -153595.234375 Penalty: 1785.705322
	Iteration 0F: 2 clusters Score -153595.2 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 697 members 
Entering Unmasked Estep 
Score: -151556.093750 Penalty: 3571.410645
	Iteration 0F: 3 clusters Score -151556.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -152203.859375 Penalty: 3571.410645
	Iteration 1F: 3 clusters Score -152203.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -152453.671875 Penalty: 3571.410645
	Iteration 2F: 3 clusters Score -152453.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -152736.765625 Penalty: 3571.410645
	Iteration 3F: 3 clusters Score -152736.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -152988.296875 Penalty: 3571.410645
	Iteration 4F: 3 clusters Score -152988.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -153165.406250 Penalty: 3571.410645
	Iteration 5Q: 3 clusters Score -153165.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -153289.828125 Penalty: 3571.410645
	Iteration 6Q: 3 clusters Score -153289.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -153408.906250 Penalty: 3571.410645
	Iteration 7Q: 3 clusters Score -153408.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -153442.718750 Penalty: 3571.410645
	Iteration 8Q: 3 clusters Score -153442.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -153475.984375 Penalty: 3571.410645
	Iteration 9Q: 3 clusters Score -153476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -153509.906250 Penalty: 3571.410645
	Iteration 10Q: 3 clusters Score -153509.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -153519.187500 Penalty: 3571.410645
	Iteration 11Q: 3 clusters Score -153519.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -153526.609375 Penalty: 3571.410645
	Iteration 12Q: 3 clusters Score -153526.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -153530.234375 Penalty: 3571.410645
	Iteration 13Q: 3 clusters Score -153530.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -153530.234375 Penalty: 3571.410645
	Iteration 14F: 3 clusters Score -153530.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -195648.562500 Penalty: 1835.202393
	Iteration 0F: 2 clusters Score -195648.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -193256.343750 Penalty: 3670.404785
	Iteration 0F: 3 clusters Score -193256.3 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -193687.171875 Penalty: 3670.404785
	Iteration 1F: 3 clusters Score -193687.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -193790.218750 Penalty: 3670.404785
	Iteration 2F: 3 clusters Score -193790.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -193849.796875 Penalty: 3670.404785
	Iteration 3Q: 3 clusters Score -193849.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -193887.296875 Penalty: 3670.404785
	Iteration 4Q: 3 clusters Score -193887.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -193912.953125 Penalty: 3670.404785
	Iteration 5Q: 3 clusters Score -193913 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -193926.171875 Penalty: 3670.404785
	Iteration 6Q: 3 clusters Score -193926.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -193932.234375 Penalty: 3670.404785
	Iteration 7Q: 3 clusters Score -193932.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -193938.687500 Penalty: 3670.404785
	Iteration 8Q: 3 clusters Score -193938.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -193947.171875 Penalty: 3670.404785
	Iteration 9Q: 3 clusters Score -193947.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -193958.109375 Penalty: 3670.404785
	Iteration 10Q: 3 clusters Score -193958.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -193963.703125 Penalty: 3670.404785
	Iteration 11Q: 3 clusters Score -193963.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -193968.234375 Penalty: 3670.404785
	Iteration 12Q: 3 clusters Score -193968.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -193970.109375 Penalty: 3670.404785
	Iteration 13Q: 3 clusters Score -193970.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -193975.187500 Penalty: 3670.404785
	Iteration 14Q: 3 clusters Score -193975.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -193977.203125 Penalty: 3670.404785
	Iteration 15Q: 3 clusters Score -193977.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -193977.812500 Penalty: 3670.404785
	Iteration 16Q: 3 clusters Score -193977.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -193977.812500 Penalty: 3670.404785
	Iteration 17F: 3 clusters Score -193977.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (38131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38131 members 
Entering Unmasked Estep 
Score: -4814666.500000 Penalty: 2616.098145
	Iteration 0F: 2 clusters Score -4814666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -4788830.500000 Penalty: 5232.196289
	Iteration 0F: 3 clusters Score -4788830 nChanged 17362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -4798300.500000 Penalty: 5232.196289
	Iteration 1F: 3 clusters Score -4798300 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -4798762.000000 Penalty: 5232.196289
	Iteration 2Q: 3 clusters Score -4798762 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -4799241.000000 Penalty: 5232.196289
	Iteration 3Q: 3 clusters Score -4799241 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -4799756.000000 Penalty: 5232.196289
	Iteration 4Q: 3 clusters Score -4799756 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -4800347.500000 Penalty: 5232.196289
	Iteration 5Q: 3 clusters Score -4800348 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -4800993.000000 Penalty: 5232.196289
	Iteration 6Q: 3 clusters Score -4800993 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -4801739.000000 Penalty: 5232.196289
	Iteration 7Q: 3 clusters Score -4801739 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -4802385.000000 Penalty: 5232.196289
	Iteration 8Q: 3 clusters Score -4802385 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -4802988.000000 Penalty: 5232.196289
	Iteration 9Q: 3 clusters Score -4802988 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -4803524.000000 Penalty: 5232.196289
	Iteration 10Q: 3 clusters Score -4803524 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -4803939.000000 Penalty: 5232.196289
	Iteration 11Q: 3 clusters Score -4803939 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -4804382.500000 Penalty: 5232.196289
	Iteration 12Q: 3 clusters Score -4804382 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -4804838.000000 Penalty: 5232.196289
	Iteration 13Q: 3 clusters Score -4804838 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -4805343.500000 Penalty: 5232.196289
	Iteration 14Q: 3 clusters Score -4805344 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -4805975.500000 Penalty: 5232.196289
	Iteration 15Q: 3 clusters Score -4805976 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -4806736.500000 Penalty: 5232.196289
	Iteration 16Q: 3 clusters Score -4806736 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30680 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -4807626.500000 Penalty: 5232.196289
	Iteration 17Q: 3 clusters Score -4807626 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -4808548.500000 Penalty: 5232.196289
	Iteration 18Q: 3 clusters Score -4808548 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33724 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -4809472.500000 Penalty: 5232.196289
	Iteration 19Q: 3 clusters Score -4809472 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34982 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -4810311.000000 Penalty: 5232.196289
	Iteration 20F: 3 clusters Score -4810311 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35956 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -4810923.000000 Penalty: 5232.196289
	Iteration 21Q: 3 clusters Score -4810923 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36597 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -4811393.500000 Penalty: 5232.196289
	Iteration 22Q: 3 clusters Score -4811394 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37005 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -4811742.500000 Penalty: 5232.196289
	Iteration 23Q: 3 clusters Score -4811742 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37259 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -4811943.500000 Penalty: 5232.196289
	Iteration 24Q: 3 clusters Score -4811944 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4812092.000000 Penalty: 5232.196289
	Iteration 25Q: 3 clusters Score -4812092 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37514 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -4812171.000000 Penalty: 5232.196289
	Iteration 26Q: 3 clusters Score -4812171 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37575 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4812220.000000 Penalty: 5232.196289
	Iteration 27Q: 3 clusters Score -4812220 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37605 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -4812252.000000 Penalty: 5232.196289
	Iteration 28Q: 3 clusters Score -4812252 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37640 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4812278.000000 Penalty: 5232.196289
	Iteration 29Q: 3 clusters Score -4812278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -4812290.500000 Penalty: 5232.196289
	Iteration 30Q: 3 clusters Score -4812290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37667 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4812309.000000 Penalty: 5232.196289
	Iteration 31Q: 3 clusters Score -4812309 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37678 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -4812318.500000 Penalty: 5232.196289
	Iteration 32Q: 3 clusters Score -4812318 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37687 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -4812325.000000 Penalty: 5232.196289
	Iteration 33Q: 3 clusters Score -4812325 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37698 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4812331.000000 Penalty: 5232.196289
	Iteration 34Q: 3 clusters Score -4812331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4812333.000000 Penalty: 5232.196289
	Iteration 35Q: 3 clusters Score -4812333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4812342.500000 Penalty: 5232.196289
	Iteration 36Q: 3 clusters Score -4812342 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37719 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4812358.000000 Penalty: 5232.196289
	Iteration 37Q: 3 clusters Score -4812358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37722 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -4812358.000000 Penalty: 5232.196289
	Iteration 38Q: 3 clusters Score -4812358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37726 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -4812367.500000 Penalty: 5232.196289
	Iteration 39Q: 3 clusters Score -4812368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37727 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -4812372.000000 Penalty: 5232.196289
	Iteration 40F: 3 clusters Score -4812372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37728 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -4812379.500000 Penalty: 5232.196289
	Iteration 41Q: 3 clusters Score -4812380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37729 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4812375.500000 Penalty: 5232.196289
	Iteration 42Q: 3 clusters Score -4812376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37734 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4812383.500000 Penalty: 5232.196289
	Iteration 43Q: 3 clusters Score -4812384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37733 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -4812386.000000 Penalty: 5232.196289
	Iteration 44Q: 3 clusters Score -4812386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37736 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -4812389.500000 Penalty: 5232.196289
	Iteration 45Q: 3 clusters Score -4812390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37739 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -4812390.500000 Penalty: 5232.196289
	Iteration 46Q: 3 clusters Score -4812390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4812398.000000 Penalty: 5232.196289
	Iteration 47Q: 3 clusters Score -4812398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4812399.500000 Penalty: 5232.196289
	Iteration 48Q: 3 clusters Score -4812400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4812401.000000 Penalty: 5232.196289
	Iteration 49Q: 3 clusters Score -4812401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4812403.000000 Penalty: 5232.196289
	Iteration 50Q: 3 clusters Score -4812403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37750 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -4812403.000000 Penalty: 5232.196289
	Iteration 51Q: 3 clusters Score -4812403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4812404.500000 Penalty: 5232.196289
	Iteration 52Q: 3 clusters Score -4812404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4812403.500000 Penalty: 5232.196289
	Iteration 53Q: 3 clusters Score -4812404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37753 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -4812413.000000 Penalty: 5232.196289
	Iteration 54Q: 3 clusters Score -4812413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4812410.500000 Penalty: 5232.196289
	Iteration 55Q: 3 clusters Score -4812410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37751 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4812410.500000 Penalty: 5232.196289
	Iteration 56F: 3 clusters Score -4812410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (55058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55058 members 
Entering Unmasked Estep 
Score: -6682163.000000 Penalty: 2707.203369
	Iteration 0F: 2 clusters Score -6682163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 27464 members 
Entering Unmasked Estep 
Score: -6645222.000000 Penalty: 5414.406738
	Iteration 0F: 3 clusters Score -6645222 nChanged 25419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -6659102.000000 Penalty: 5414.406738
	Iteration 1F: 3 clusters Score -6659102 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -6659684.500000 Penalty: 5414.406738
	Iteration 2Q: 3 clusters Score -6659684 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -6660331.000000 Penalty: 5414.406738
	Iteration 3Q: 3 clusters Score -6660331 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 24431 members 
Entering Unmasked Estep 
Score: -6661035.500000 Penalty: 5414.406738
	Iteration 4Q: 3 clusters Score -6661036 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -6661971.000000 Penalty: 5414.406738
	Iteration 5Q: 3 clusters Score -6661971 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -6663279.500000 Penalty: 5414.406738
	Iteration 6F: 3 clusters Score -6663280 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -6665157.000000 Penalty: 5414.406738
	Iteration 7F: 3 clusters Score -6665157 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40675 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -6667617.000000 Penalty: 5414.406738
	Iteration 8F: 3 clusters Score -6667617 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44321 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -6670477.500000 Penalty: 5414.406738
	Iteration 9F: 3 clusters Score -6670478 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47689 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -6673216.500000 Penalty: 5414.406738
	Iteration 10F: 3 clusters Score -6673216 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50445 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -6675591.500000 Penalty: 5414.406738
	Iteration 11F: 3 clusters Score -6675592 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52493 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -6677542.000000 Penalty: 5414.406738
	Iteration 12Q: 3 clusters Score -6677542 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53777 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -6678850.000000 Penalty: 5414.406738
	Iteration 13Q: 3 clusters Score -6678850 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54327 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -6679380.000000 Penalty: 5414.406738
	Iteration 14Q: 3 clusters Score -6679380 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54552 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -6679582.000000 Penalty: 5414.406738
	Iteration 15Q: 3 clusters Score -6679582 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54641 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -6679662.500000 Penalty: 5414.406738
	Iteration 16Q: 3 clusters Score -6679662 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54683 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -6679704.500000 Penalty: 5414.406738
	Iteration 17Q: 3 clusters Score -6679704 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54699 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -6679721.500000 Penalty: 5414.406738
	Iteration 18Q: 3 clusters Score -6679722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54709 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -6679744.000000 Penalty: 5414.406738
	Iteration 19Q: 3 clusters Score -6679744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54721 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -6679751.000000 Penalty: 5414.406738
	Iteration 20F: 3 clusters Score -6679751 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54726 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -6679764.000000 Penalty: 5414.406738
	Iteration 21Q: 3 clusters Score -6679764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54728 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -6679774.500000 Penalty: 5414.406738
	Iteration 22Q: 3 clusters Score -6679774 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54728 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -6679774.500000 Penalty: 5414.406738
	Iteration 23F: 3 clusters Score -6679774 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (181985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181985 members 
Entering Unmasked Estep 
Score: -22644796.000000 Penalty: 3003.696289
	Iteration 0F: 2 clusters Score -2.26448e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90868 members 
Mstep: Class 2 contains 91117 members 
Entering Unmasked Estep 
Score: -22524426.000000 Penalty: 6007.392578
	Iteration 0F: 3 clusters Score -2.252443e+07 nChanged 87400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89128 members 
Mstep: Class 2 contains 92857 members 
Entering Unmasked Estep 
Score: -22575078.000000 Penalty: 6007.392578
	Iteration 1F: 3 clusters Score -2.257508e+07 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87988 members 
Mstep: Class 2 contains 93997 members 
Entering Unmasked Estep 
Score: -22576140.000000 Penalty: 6007.392578
	Iteration 2Q: 3 clusters Score -2.257614e+07 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86246 members 
Mstep: Class 2 contains 95739 members 
Entering Unmasked Estep 
Score: -22577510.000000 Penalty: 6007.392578
	Iteration 3Q: 3 clusters Score -2.257751e+07 nChanged 5807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83635 members 
Mstep: Class 2 contains 98350 members 
Entering Unmasked Estep 
Score: -22579140.000000 Penalty: 6007.392578
	Iteration 4Q: 3 clusters Score -2.257914e+07 nChanged 6504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79929 members 
Mstep: Class 2 contains 102056 members 
Entering Unmasked Estep 
Score: -22581590.000000 Penalty: 6007.392578
	Iteration 5Q: 3 clusters Score -2.258159e+07 nChanged 7583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74816 members 
Mstep: Class 2 contains 107169 members 
Entering Unmasked Estep 
Score: -22585474.000000 Penalty: 6007.392578
	Iteration 6Q: 3 clusters Score -2.258547e+07 nChanged 9244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67726 members 
Mstep: Class 2 contains 114259 members 
Entering Unmasked Estep 
Score: -22591024.000000 Penalty: 6007.392578
	Iteration 7F: 3 clusters Score -2.259102e+07 nChanged 10824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58802 members 
Mstep: Class 2 contains 123183 members 
Entering Unmasked Estep 
Score: -22598438.000000 Penalty: 6007.392578
	Iteration 8F: 3 clusters Score -2.259844e+07 nChanged 11429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48815 members 
Mstep: Class 2 contains 133170 members 
Entering Unmasked Estep 
Score: -22606742.000000 Penalty: 6007.392578
	Iteration 9F: 3 clusters Score -2.260674e+07 nChanged 11146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38711 members 
Mstep: Class 2 contains 143274 members 
Entering Unmasked Estep 
Score: -22615550.000000 Penalty: 6007.392578
	Iteration 10F: 3 clusters Score -2.261555e+07 nChanged 9872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 152394 members 
Entering Unmasked Estep 
Score: -22623246.000000 Penalty: 6007.392578
	Iteration 11F: 3 clusters Score -2.262325e+07 nChanged 8099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 160135 members 
Entering Unmasked Estep 
Score: -22629402.000000 Penalty: 6007.392578
	Iteration 12Q: 3 clusters Score -2.26294e+07 nChanged 6306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 166233 members 
Entering Unmasked Estep 
Score: -22633546.000000 Penalty: 6007.392578
	Iteration 13Q: 3 clusters Score -2.263355e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 170696 members 
Entering Unmasked Estep 
Score: -22636492.000000 Penalty: 6007.392578
	Iteration 14Q: 3 clusters Score -2.263649e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 173896 members 
Entering Unmasked Estep 
Score: -22638450.000000 Penalty: 6007.392578
	Iteration 15Q: 3 clusters Score -2.263845e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 176135 members 
Entering Unmasked Estep 
Score: -22639732.000000 Penalty: 6007.392578
	Iteration 16Q: 3 clusters Score -2.263973e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 177657 members 
Entering Unmasked Estep 
Score: -22640624.000000 Penalty: 6007.392578
	Iteration 17Q: 3 clusters Score -2.264062e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 178710 members 
Entering Unmasked Estep 
Score: -22641158.000000 Penalty: 6007.392578
	Iteration 18Q: 3 clusters Score -2.264116e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 179426 members 
Entering Unmasked Estep 
Score: -22641552.000000 Penalty: 6007.392578
	Iteration 19Q: 3 clusters Score -2.264155e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 179890 members 
Entering Unmasked Estep 
Score: -22641822.000000 Penalty: 6007.392578
	Iteration 20F: 3 clusters Score -2.264182e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 180204 members 
Entering Unmasked Estep 
Score: -22641946.000000 Penalty: 6007.392578
	Iteration 21Q: 3 clusters Score -2.264195e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 180396 members 
Entering Unmasked Estep 
Score: -22642140.000000 Penalty: 6007.392578
	Iteration 22Q: 3 clusters Score -2.264214e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 180527 members 
Entering Unmasked Estep 
Score: -22642200.000000 Penalty: 6007.392578
	Iteration 23Q: 3 clusters Score -2.26422e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 180621 members 
Entering Unmasked Estep 
Score: -22642294.000000 Penalty: 6007.392578
	Iteration 24Q: 3 clusters Score -2.264229e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 180694 members 
Entering Unmasked Estep 
Score: -22642378.000000 Penalty: 6007.392578
	Iteration 25Q: 3 clusters Score -2.264238e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 180748 members 
Entering Unmasked Estep 
Score: -22642438.000000 Penalty: 6007.392578
	Iteration 26Q: 3 clusters Score -2.264244e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 180792 members 
Entering Unmasked Estep 
Score: -22642450.000000 Penalty: 6007.392578
	Iteration 27Q: 3 clusters Score -2.264245e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 180826 members 
Entering Unmasked Estep 
Score: -22642480.000000 Penalty: 6007.392578
	Iteration 28Q: 3 clusters Score -2.264248e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 180845 members 
Entering Unmasked Estep 
Score: -22642504.000000 Penalty: 6007.392578
	Iteration 29Q: 3 clusters Score -2.26425e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 180860 members 
Entering Unmasked Estep 
Score: -22642502.000000 Penalty: 6007.392578
	Iteration 30Q: 3 clusters Score -2.26425e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 180873 members 
Entering Unmasked Estep 
Score: -22642512.000000 Penalty: 6007.392578
	Iteration 31Q: 3 clusters Score -2.264251e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 180880 members 
Entering Unmasked Estep 
Score: -22642528.000000 Penalty: 6007.392578
	Iteration 32Q: 3 clusters Score -2.264253e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 180882 members 
Entering Unmasked Estep 
Score: -22642544.000000 Penalty: 6007.392578
	Iteration 33Q: 3 clusters Score -2.264254e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 180885 members 
Entering Unmasked Estep 
Score: -22642564.000000 Penalty: 6007.392578
	Iteration 34Q: 3 clusters Score -2.264256e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 180898 members 
Entering Unmasked Estep 
Score: -22642598.000000 Penalty: 6007.392578
	Iteration 35Q: 3 clusters Score -2.26426e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 180913 members 
Entering Unmasked Estep 
Score: -22642588.000000 Penalty: 6007.392578
	Iteration 36Q: 3 clusters Score -2.264259e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 180919 members 
Entering Unmasked Estep 
Score: -22642606.000000 Penalty: 6007.392578
	Iteration 37Q: 3 clusters Score -2.264261e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 180928 members 
Entering Unmasked Estep 
Score: -22642606.000000 Penalty: 6007.392578
	Iteration 38Q: 3 clusters Score -2.264261e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 180937 members 
Entering Unmasked Estep 
Score: -22642610.000000 Penalty: 6007.392578
	Iteration 39Q: 3 clusters Score -2.264261e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 180943 members 
Entering Unmasked Estep 
Score: -22642618.000000 Penalty: 6007.392578
	Iteration 40F: 3 clusters Score -2.264262e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 180943 members 
Entering Unmasked Estep 
Score: -22642620.000000 Penalty: 6007.392578
	Iteration 41Q: 3 clusters Score -2.264262e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 180947 members 
Entering Unmasked Estep 
Score: -22642624.000000 Penalty: 6007.392578
	Iteration 42Q: 3 clusters Score -2.264262e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 180953 members 
Entering Unmasked Estep 
Score: -22642618.000000 Penalty: 6007.392578
	Iteration 43Q: 3 clusters Score -2.264262e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 180959 members 
Entering Unmasked Estep 
Score: -22642620.000000 Penalty: 6007.392578
	Iteration 44Q: 3 clusters Score -2.264262e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 180968 members 
Entering Unmasked Estep 
Score: -22642632.000000 Penalty: 6007.392578
	Iteration 45Q: 3 clusters Score -2.264263e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 180971 members 
Entering Unmasked Estep 
Score: -22642628.000000 Penalty: 6007.392578
	Iteration 46Q: 3 clusters Score -2.264263e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 180979 members 
Entering Unmasked Estep 
Score: -22642644.000000 Penalty: 6007.392578
	Iteration 47Q: 3 clusters Score -2.264264e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 180978 members 
Entering Unmasked Estep 
Score: -22642674.000000 Penalty: 6007.392578
	Iteration 48Q: 3 clusters Score -2.264267e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 180983 members 
Entering Unmasked Estep 
Score: -22642682.000000 Penalty: 6007.392578
	Iteration 49Q: 3 clusters Score -2.264268e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 180987 members 
Entering Unmasked Estep 
Score: -22642682.000000 Penalty: 6007.392578
	Iteration 50Q: 3 clusters Score -2.264268e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 180985 members 
Entering Unmasked Estep 
Score: -22642690.000000 Penalty: 6007.392578
	Iteration 51Q: 3 clusters Score -2.264269e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 180985 members 
Entering Unmasked Estep 
Score: -22642688.000000 Penalty: 6007.392578
	Iteration 52Q: 3 clusters Score -2.264269e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 180985 members 
Entering Unmasked Estep 
Score: -22642680.000000 Penalty: 6007.392578
	Iteration 53Q: 3 clusters Score -2.264268e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 180986 members 
Entering Unmasked Estep 
Score: -22642684.000000 Penalty: 6007.392578
	Iteration 54Q: 3 clusters Score -2.264268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 180986 members 
Entering Unmasked Estep 
Score: -22642680.000000 Penalty: 6007.392578
	Iteration 55Q: 3 clusters Score -2.264268e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 180986 members 
Entering Unmasked Estep 
Score: -22642678.000000 Penalty: 6007.392578
	Iteration 56Q: 3 clusters Score -2.264268e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 180987 members 
Entering Unmasked Estep 
Score: -22642686.000000 Penalty: 6007.392578
	Iteration 57Q: 3 clusters Score -2.264269e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 180987 members 
Entering Unmasked Estep 
Score: -22642686.000000 Penalty: 6007.392578
	Iteration 58F: 3 clusters Score -2.264269e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Entering Unmasked Estep 
Score: -160920.578125 Penalty: 1793.896973
	Iteration 0F: 2 clusters Score -160920.6 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 680 members 
Entering Unmasked Estep 
Score: -158730.968750 Penalty: 3587.793945
	Iteration 0F: 3 clusters Score -158731 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -159186.312500 Penalty: 3587.793945
	Iteration 1F: 3 clusters Score -159186.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -159454.812500 Penalty: 3587.793945
	Iteration 2F: 3 clusters Score -159454.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -159733.562500 Penalty: 3587.793945
	Iteration 3F: 3 clusters Score -159733.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -160030.796875 Penalty: 3587.793945
	Iteration 4F: 3 clusters Score -160030.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -160297.531250 Penalty: 3587.793945
	Iteration 5F: 3 clusters Score -160297.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -160716.968750 Penalty: 3587.793945
	Iteration 6F: 3 clusters Score -160717 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -161075.609375 Penalty: 3587.793945
	Iteration 7F: 3 clusters Score -161075.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -161296.921875 Penalty: 3587.793945
	Iteration 8Q: 3 clusters Score -161296.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -161352.531250 Penalty: 3587.793945
	Iteration 9Q: 3 clusters Score -161352.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -161362.921875 Penalty: 3587.793945
	Iteration 10Q: 3 clusters Score -161362.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -161362.921875 Penalty: 3587.793945
	Iteration 11F: 3 clusters Score -161362.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 13245 members 
Mstep: Class 3 contains 53046 members 
Mstep: Class 4 contains 35653 members 
Mstep: Class 5 contains 6069 members 
Mstep: Class 6 contains 2825 members 
Mstep: Class 7 contains 30645 members 
Mstep: Class 8 contains 29268 members 
Mstep: Class 9 contains 6551 members 
Mstep: Class 10 contains 95611 members 
Mstep: Class 11 contains 14989 members 
Mstep: Class 12 contains 4208 members 
Mstep: Class 13 contains 256033 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1636 members 
Mstep: Class 17 contains 38131 members 
Mstep: Class 18 contains 980 members 
Mstep: Class 19 contains 55058 members 
Mstep: Class 20 contains 181985 members 
Mstep: Class 21 contains 405 members 
Mstep: Class 22 contains 5590 members 
Entering Unmasked Estep 
Score: -104777368.000000 Penalty: 74538.125000
Splitting cluster 21 changes total score from -104778472.000000 to -104777368.000000
So it's not getting split.
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: -659386.750000 Penalty: 2139.926270
	Iteration 0F: 2 clusters Score -659386.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -654503.687500 Penalty: 4279.852539
	Iteration 0F: 3 clusters Score -654503.7 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -655828.375000 Penalty: 4279.852539
	Iteration 1F: 3 clusters Score -655828.4 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -656301.375000 Penalty: 4279.852539
	Iteration 2F: 3 clusters Score -656301.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -656703.937500 Penalty: 4279.852539
	Iteration 3F: 3 clusters Score -656703.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -657049.500000 Penalty: 4279.852539
	Iteration 4F: 3 clusters Score -657049.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -657312.125000 Penalty: 4279.852539
	Iteration 5F: 3 clusters Score -657312.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -657511.187500 Penalty: 4279.852539
	Iteration 6Q: 3 clusters Score -657511.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -657658.937500 Penalty: 4279.852539
	Iteration 7Q: 3 clusters Score -657658.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -657774.125000 Penalty: 4279.852539
	Iteration 8Q: 3 clusters Score -657774.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -657853.000000 Penalty: 4279.852539
	Iteration 9Q: 3 clusters Score -657853 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -657911.812500 Penalty: 4279.852539
	Iteration 10Q: 3 clusters Score -657911.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -657958.625000 Penalty: 4279.852539
	Iteration 11Q: 3 clusters Score -657958.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -657993.000000 Penalty: 4279.852539
	Iteration 12Q: 3 clusters Score -657993 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -658016.000000 Penalty: 4279.852539
	Iteration 13Q: 3 clusters Score -658016 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -658024.625000 Penalty: 4279.852539
	Iteration 14Q: 3 clusters Score -658024.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -658039.312500 Penalty: 4279.852539
	Iteration 15Q: 3 clusters Score -658039.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -658050.937500 Penalty: 4279.852539
	Iteration 16Q: 3 clusters Score -658050.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -658062.937500 Penalty: 4279.852539
	Iteration 17Q: 3 clusters Score -658062.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -658073.312500 Penalty: 4279.852539
	Iteration 18Q: 3 clusters Score -658073.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -658082.562500 Penalty: 4279.852539
	Iteration 19Q: 3 clusters Score -658082.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -658090.125000 Penalty: 4279.852539
	Iteration 20F: 3 clusters Score -658090.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -658093.937500 Penalty: 4279.852539
	Iteration 21Q: 3 clusters Score -658093.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -658097.250000 Penalty: 4279.852539
	Iteration 22Q: 3 clusters Score -658097.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -658099.312500 Penalty: 4279.852539
	Iteration 23Q: 3 clusters Score -658099.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -658101.250000 Penalty: 4279.852539
	Iteration 24Q: 3 clusters Score -658101.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -658104.125000 Penalty: 4279.852539
	Iteration 25Q: 3 clusters Score -658104.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -658105.937500 Penalty: 4279.852539
	Iteration 26Q: 3 clusters Score -658105.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -658106.812500 Penalty: 4279.852539
	Iteration 27Q: 3 clusters Score -658106.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -658107.562500 Penalty: 4279.852539
	Iteration 28Q: 3 clusters Score -658107.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -658110.687500 Penalty: 4279.852539
	Iteration 29Q: 3 clusters Score -658110.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -658111.375000 Penalty: 4279.852539
	Iteration 30Q: 3 clusters Score -658111.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -658112.375000 Penalty: 4279.852539
	Iteration 31Q: 3 clusters Score -658112.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -658111.687500 Penalty: 4279.852539
	Iteration 32Q: 3 clusters Score -658111.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -658113.000000 Penalty: 4279.852539
	Iteration 33Q: 3 clusters Score -658113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -658113.000000 Penalty: 4279.852539
	Iteration 34F: 3 clusters Score -658113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 13245 members 
Mstep: Class 3 contains 53046 members 
Mstep: Class 4 contains 35653 members 
Mstep: Class 5 contains 6069 members 
Mstep: Class 6 contains 2825 members 
Mstep: Class 7 contains 30645 members 
Mstep: Class 8 contains 29268 members 
Mstep: Class 9 contains 6551 members 
Mstep: Class 10 contains 95611 members 
Mstep: Class 11 contains 14989 members 
Mstep: Class 12 contains 4208 members 
Mstep: Class 13 contains 256033 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1636 members 
Mstep: Class 17 contains 38131 members 
Mstep: Class 19 contains 55058 members 
Mstep: Class 20 contains 181985 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778504.000000 Penalty: 71150.023438
Iteration 319Q: 22 clusters Score -1.047785e+08 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 13231 members 
Mstep: Class 3 contains 52994 members 
Mstep: Class 4 contains 35648 members 
Mstep: Class 5 contains 6067 members 
Mstep: Class 6 contains 2825 members 
Mstep: Class 7 contains 30642 members 
Mstep: Class 8 contains 29237 members 
Mstep: Class 9 contains 6550 members 
Mstep: Class 10 contains 95579 members 
Mstep: Class 11 contains 14966 members 
Mstep: Class 12 contains 4213 members 
Mstep: Class 13 contains 256403 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1636 members 
Mstep: Class 17 contains 38111 members 
Mstep: Class 19 contains 55067 members 
Mstep: Class 20 contains 181792 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778528.000000 Penalty: 71150.023438
Iteration 320F: 22 clusters Score -1.047785e+08 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 13218 members 
Mstep: Class 3 contains 52947 members 
Mstep: Class 4 contains 35645 members 
Mstep: Class 5 contains 6065 members 
Mstep: Class 6 contains 2826 members 
Mstep: Class 7 contains 30641 members 
Mstep: Class 8 contains 29205 members 
Mstep: Class 9 contains 6549 members 
Mstep: Class 10 contains 95545 members 
Mstep: Class 11 contains 14941 members 
Mstep: Class 12 contains 4214 members 
Mstep: Class 13 contains 256729 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1637 members 
Mstep: Class 17 contains 38100 members 
Mstep: Class 19 contains 55080 members 
Mstep: Class 20 contains 181614 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778432.000000 Penalty: 71150.023438
Iteration 321Q: 22 clusters Score -1.047784e+08 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 13208 members 
Mstep: Class 3 contains 52906 members 
Mstep: Class 4 contains 35647 members 
Mstep: Class 5 contains 6062 members 
Mstep: Class 6 contains 2828 members 
Mstep: Class 7 contains 30617 members 
Mstep: Class 8 contains 29180 members 
Mstep: Class 9 contains 6547 members 
Mstep: Class 10 contains 95524 members 
Mstep: Class 11 contains 14924 members 
Mstep: Class 12 contains 4216 members 
Mstep: Class 13 contains 257060 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1637 members 
Mstep: Class 17 contains 38092 members 
Mstep: Class 19 contains 55079 members 
Mstep: Class 20 contains 181423 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778248.000000 Penalty: 71150.023438
Iteration 322Q: 22 clusters Score -1.047782e+08 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 13196 members 
Mstep: Class 3 contains 52860 members 
Mstep: Class 4 contains 35640 members 
Mstep: Class 5 contains 6060 members 
Mstep: Class 6 contains 2828 members 
Mstep: Class 7 contains 30612 members 
Mstep: Class 8 contains 29140 members 
Mstep: Class 9 contains 6544 members 
Mstep: Class 10 contains 95480 members 
Mstep: Class 11 contains 14915 members 
Mstep: Class 12 contains 4225 members 
Mstep: Class 13 contains 257365 members 
Mstep: Class 14 contains 2277 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1637 members 
Mstep: Class 17 contains 38077 members 
Mstep: Class 19 contains 55083 members 
Mstep: Class 20 contains 181285 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778312.000000 Penalty: 71150.023438
Iteration 323Q: 22 clusters Score -1.047783e+08 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 13191 members 
Mstep: Class 3 contains 52823 members 
Mstep: Class 4 contains 35642 members 
Mstep: Class 5 contains 6059 members 
Mstep: Class 6 contains 2828 members 
Mstep: Class 7 contains 30617 members 
Mstep: Class 8 contains 29104 members 
Mstep: Class 9 contains 6545 members 
Mstep: Class 10 contains 95435 members 
Mstep: Class 11 contains 14900 members 
Mstep: Class 12 contains 4227 members 
Mstep: Class 13 contains 257671 members 
Mstep: Class 14 contains 2276 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1638 members 
Mstep: Class 17 contains 38058 members 
Mstep: Class 19 contains 55075 members 
Mstep: Class 20 contains 181132 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778304.000000 Penalty: 71150.023438
Iteration 324Q: 22 clusters Score -1.047783e+08 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21832 members 
Mstep: Class 2 contains 13186 members 
Mstep: Class 3 contains 52799 members 
Mstep: Class 4 contains 35635 members 
Mstep: Class 5 contains 6058 members 
Mstep: Class 6 contains 2827 members 
Mstep: Class 7 contains 30626 members 
Mstep: Class 8 contains 29071 members 
Mstep: Class 9 contains 6545 members 
Mstep: Class 10 contains 95388 members 
Mstep: Class 11 contains 14893 members 
Mstep: Class 12 contains 4222 members 
Mstep: Class 13 contains 257936 members 
Mstep: Class 14 contains 2276 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1638 members 
Mstep: Class 17 contains 38041 members 
Mstep: Class 19 contains 55072 members 
Mstep: Class 20 contains 181008 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778184.000000 Penalty: 71150.023438
Iteration 325Q: 22 clusters Score -1.047782e+08 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 13183 members 
Mstep: Class 3 contains 52775 members 
Mstep: Class 4 contains 35634 members 
Mstep: Class 5 contains 6058 members 
Mstep: Class 6 contains 2830 members 
Mstep: Class 7 contains 30639 members 
Mstep: Class 8 contains 29024 members 
Mstep: Class 9 contains 6544 members 
Mstep: Class 10 contains 95336 members 
Mstep: Class 11 contains 14882 members 
Mstep: Class 12 contains 4221 members 
Mstep: Class 13 contains 258228 members 
Mstep: Class 14 contains 2276 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1638 members 
Mstep: Class 17 contains 38036 members 
Mstep: Class 19 contains 55077 members 
Mstep: Class 20 contains 180843 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778424.000000 Penalty: 71150.023438
Iteration 326Q: 22 clusters Score -1.047784e+08 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 13174 members 
Mstep: Class 3 contains 52752 members 
Mstep: Class 4 contains 35619 members 
Mstep: Class 5 contains 6058 members 
Mstep: Class 6 contains 2830 members 
Mstep: Class 7 contains 30654 members 
Mstep: Class 8 contains 28980 members 
Mstep: Class 9 contains 6544 members 
Mstep: Class 10 contains 95305 members 
Mstep: Class 11 contains 14881 members 
Mstep: Class 12 contains 4218 members 
Mstep: Class 13 contains 258514 members 
Mstep: Class 14 contains 2276 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1637 members 
Mstep: Class 17 contains 38038 members 
Mstep: Class 19 contains 55079 members 
Mstep: Class 20 contains 180669 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778512.000000 Penalty: 71150.023438
Iteration 327Q: 22 clusters Score -1.047785e+08 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 13167 members 
Mstep: Class 3 contains 52726 members 
Mstep: Class 4 contains 35614 members 
Mstep: Class 5 contains 6058 members 
Mstep: Class 6 contains 2835 members 
Mstep: Class 7 contains 30659 members 
Mstep: Class 8 contains 28938 members 
Mstep: Class 9 contains 6543 members 
Mstep: Class 10 contains 95261 members 
Mstep: Class 11 contains 14880 members 
Mstep: Class 12 contains 4224 members 
Mstep: Class 13 contains 258806 members 
Mstep: Class 14 contains 2276 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1636 members 
Mstep: Class 17 contains 38025 members 
Mstep: Class 19 contains 55083 members 
Mstep: Class 20 contains 180494 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778552.000000 Penalty: 71150.023438
Iteration 328Q: 22 clusters Score -1.047786e+08 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 13163 members 
Mstep: Class 3 contains 52713 members 
Mstep: Class 4 contains 35616 members 
Mstep: Class 5 contains 6058 members 
Mstep: Class 6 contains 2837 members 
Mstep: Class 7 contains 30676 members 
Mstep: Class 8 contains 28901 members 
Mstep: Class 9 contains 6543 members 
Mstep: Class 10 contains 95213 members 
Mstep: Class 11 contains 14873 members 
Mstep: Class 12 contains 4225 members 
Mstep: Class 13 contains 259061 members 
Mstep: Class 14 contains 2276 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1637 members 
Mstep: Class 17 contains 38004 members 
Mstep: Class 19 contains 55096 members 
Mstep: Class 20 contains 180332 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778592.000000 Penalty: 71150.023438
Iteration 329Q: 22 clusters Score -1.047786e+08 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21821 members 
Mstep: Class 2 contains 13159 members 
Mstep: Class 3 contains 52704 members 
Mstep: Class 4 contains 35614 members 
Mstep: Class 5 contains 6059 members 
Mstep: Class 6 contains 2838 members 
Mstep: Class 7 contains 30709 members 
Mstep: Class 8 contains 28861 members 
Mstep: Class 9 contains 6543 members 
Mstep: Class 10 contains 95174 members 
Mstep: Class 11 contains 14868 members 
Mstep: Class 12 contains 4224 members 
Mstep: Class 13 contains 259290 members 
Mstep: Class 14 contains 2276 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1637 members 
Mstep: Class 17 contains 37988 members 
Mstep: Class 19 contains 55118 members 
Mstep: Class 20 contains 180160 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778728.000000 Penalty: 71150.023438
Iteration 330Q: 22 clusters Score -1.047787e+08 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 13159 members 
Mstep: Class 3 contains 52692 members 
Mstep: Class 4 contains 35601 members 
Mstep: Class 5 contains 6059 members 
Mstep: Class 6 contains 2835 members 
Mstep: Class 7 contains 30730 members 
Mstep: Class 8 contains 28817 members 
Mstep: Class 9 contains 6543 members 
Mstep: Class 10 contains 95150 members 
Mstep: Class 11 contains 14861 members 
Mstep: Class 12 contains 4223 members 
Mstep: Class 13 contains 259517 members 
Mstep: Class 14 contains 2276 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1638 members 
Mstep: Class 17 contains 37974 members 
Mstep: Class 19 contains 55133 members 
Mstep: Class 20 contains 180017 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778736.000000 Penalty: 71150.023438
Iteration 331Q: 22 clusters Score -1.047787e+08 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 13157 members 
Mstep: Class 3 contains 52694 members 
Mstep: Class 4 contains 35593 members 
Mstep: Class 5 contains 6058 members 
Mstep: Class 6 contains 2835 members 
Mstep: Class 7 contains 30745 members 
Mstep: Class 8 contains 28785 members 
Mstep: Class 9 contains 6543 members 
Mstep: Class 10 contains 95133 members 
Mstep: Class 11 contains 14857 members 
Mstep: Class 12 contains 4219 members 
Mstep: Class 13 contains 259730 members 
Mstep: Class 14 contains 2276 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 37964 members 
Mstep: Class 19 contains 55147 members 
Mstep: Class 20 contains 179856 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778656.000000 Penalty: 71150.023438
Iteration 332Q: 22 clusters Score -1.047787e+08 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 13156 members 
Mstep: Class 3 contains 52708 members 
Mstep: Class 4 contains 35584 members 
Mstep: Class 5 contains 6056 members 
Mstep: Class 6 contains 2833 members 
Mstep: Class 7 contains 30744 members 
Mstep: Class 8 contains 28741 members 
Mstep: Class 9 contains 6543 members 
Mstep: Class 10 contains 95104 members 
Mstep: Class 11 contains 14850 members 
Mstep: Class 12 contains 4219 members 
Mstep: Class 13 contains 259947 members 
Mstep: Class 14 contains 2276 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 37963 members 
Mstep: Class 19 contains 55147 members 
Mstep: Class 20 contains 179722 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778664.000000 Penalty: 71150.023438
Iteration 333Q: 22 clusters Score -1.047787e+08 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 13149 members 
Mstep: Class 3 contains 52713 members 
Mstep: Class 4 contains 35578 members 
Mstep: Class 5 contains 6054 members 
Mstep: Class 6 contains 2831 members 
Mstep: Class 7 contains 30750 members 
Mstep: Class 8 contains 28693 members 
Mstep: Class 9 contains 6543 members 
Mstep: Class 10 contains 95074 members 
Mstep: Class 11 contains 14841 members 
Mstep: Class 12 contains 4216 members 
Mstep: Class 13 contains 260182 members 
Mstep: Class 14 contains 2276 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1640 members 
Mstep: Class 17 contains 37957 members 
Mstep: Class 19 contains 55137 members 
Mstep: Class 20 contains 179600 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778712.000000 Penalty: 71150.023438
Iteration 334Q: 22 clusters Score -1.047787e+08 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 13145 members 
Mstep: Class 3 contains 52717 members 
Mstep: Class 4 contains 35569 members 
Mstep: Class 5 contains 6052 members 
Mstep: Class 6 contains 2828 members 
Mstep: Class 7 contains 30758 members 
Mstep: Class 8 contains 28644 members 
Mstep: Class 9 contains 6543 members 
Mstep: Class 10 contains 95031 members 
Mstep: Class 11 contains 14830 members 
Mstep: Class 12 contains 4215 members 
Mstep: Class 13 contains 260388 members 
Mstep: Class 14 contains 2276 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1638 members 
Mstep: Class 17 contains 37950 members 
Mstep: Class 19 contains 55138 members 
Mstep: Class 20 contains 179511 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778600.000000 Penalty: 71150.023438
Iteration 335Q: 22 clusters Score -1.047786e+08 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 13136 members 
Mstep: Class 3 contains 52729 members 
Mstep: Class 4 contains 35562 members 
Mstep: Class 5 contains 6052 members 
Mstep: Class 6 contains 2826 members 
Mstep: Class 7 contains 30767 members 
Mstep: Class 8 contains 28601 members 
Mstep: Class 9 contains 6543 members 
Mstep: Class 10 contains 94984 members 
Mstep: Class 11 contains 14816 members 
Mstep: Class 12 contains 4214 members 
Mstep: Class 13 contains 260570 members 
Mstep: Class 14 contains 2276 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1635 members 
Mstep: Class 17 contains 37932 members 
Mstep: Class 19 contains 55136 members 
Mstep: Class 20 contains 179458 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778440.000000 Penalty: 71150.023438
Iteration 336Q: 22 clusters Score -1.047784e+08 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21786 members 
Mstep: Class 2 contains 13136 members 
Mstep: Class 3 contains 52726 members 
Mstep: Class 4 contains 35551 members 
Mstep: Class 5 contains 6052 members 
Mstep: Class 6 contains 2823 members 
Mstep: Class 7 contains 30788 members 
Mstep: Class 8 contains 28555 members 
Mstep: Class 9 contains 6543 members 
Mstep: Class 10 contains 94955 members 
Mstep: Class 11 contains 14803 members 
Mstep: Class 12 contains 4214 members 
Mstep: Class 13 contains 260745 members 
Mstep: Class 14 contains 2276 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1635 members 
Mstep: Class 17 contains 37908 members 
Mstep: Class 19 contains 55137 members 
Mstep: Class 20 contains 179400 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778656.000000 Penalty: 71150.023438
Iteration 337Q: 22 clusters Score -1.047787e+08 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 13135 members 
Mstep: Class 3 contains 52725 members 
Mstep: Class 4 contains 35538 members 
Mstep: Class 5 contains 6051 members 
Mstep: Class 6 contains 2822 members 
Mstep: Class 7 contains 30805 members 
Mstep: Class 8 contains 28518 members 
Mstep: Class 9 contains 6544 members 
Mstep: Class 10 contains 94930 members 
Mstep: Class 11 contains 14793 members 
Mstep: Class 12 contains 4217 members 
Mstep: Class 13 contains 260877 members 
Mstep: Class 14 contains 2276 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1631 members 
Mstep: Class 17 contains 37897 members 
Mstep: Class 19 contains 55147 members 
Mstep: Class 20 contains 179345 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778680.000000 Penalty: 71150.023438
Iteration 338Q: 22 clusters Score -1.047787e+08 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 13133 members 
Mstep: Class 3 contains 52718 members 
Mstep: Class 4 contains 35528 members 
Mstep: Class 5 contains 6051 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 30827 members 
Mstep: Class 8 contains 28483 members 
Mstep: Class 9 contains 6544 members 
Mstep: Class 10 contains 94895 members 
Mstep: Class 11 contains 14780 members 
Mstep: Class 12 contains 4218 members 
Mstep: Class 13 contains 261033 members 
Mstep: Class 14 contains 2276 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1628 members 
Mstep: Class 17 contains 37881 members 
Mstep: Class 19 contains 55147 members 
Mstep: Class 20 contains 179296 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778624.000000 Penalty: 71150.023438
Iteration 339Q: 22 clusters Score -1.047786e+08 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 13126 members 
Mstep: Class 3 contains 52721 members 
Mstep: Class 4 contains 35525 members 
Mstep: Class 5 contains 6051 members 
Mstep: Class 6 contains 2819 members 
Mstep: Class 7 contains 30847 members 
Mstep: Class 8 contains 28455 members 
Mstep: Class 9 contains 6543 members 
Mstep: Class 10 contains 94861 members 
Mstep: Class 11 contains 14779 members 
Mstep: Class 12 contains 4218 members 
Mstep: Class 13 contains 261139 members 
Mstep: Class 14 contains 2276 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1627 members 
Mstep: Class 17 contains 37859 members 
Mstep: Class 19 contains 55144 members 
Mstep: Class 20 contains 179273 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778560.000000 Penalty: 71150.023438
Iteration 340F: 22 clusters Score -1.047786e+08 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 13124 members 
Mstep: Class 3 contains 52717 members 
Mstep: Class 4 contains 35526 members 
Mstep: Class 5 contains 6050 members 
Mstep: Class 6 contains 2820 members 
Mstep: Class 7 contains 30875 members 
Mstep: Class 8 contains 28427 members 
Mstep: Class 9 contains 6542 members 
Mstep: Class 10 contains 94836 members 
Mstep: Class 11 contains 14777 members 
Mstep: Class 12 contains 4214 members 
Mstep: Class 13 contains 261232 members 
Mstep: Class 14 contains 2276 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1627 members 
Mstep: Class 17 contains 37843 members 
Mstep: Class 19 contains 55144 members 
Mstep: Class 20 contains 179238 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778888.000000 Penalty: 71150.023438
Iteration 341Q: 22 clusters Score -1.047789e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 13124 members 
Mstep: Class 3 contains 52709 members 
Mstep: Class 4 contains 35529 members 
Mstep: Class 5 contains 6048 members 
Mstep: Class 6 contains 2819 members 
Mstep: Class 7 contains 30888 members 
Mstep: Class 8 contains 28407 members 
Mstep: Class 9 contains 6542 members 
Mstep: Class 10 contains 94806 members 
Mstep: Class 11 contains 14769 members 
Mstep: Class 12 contains 4210 members 
Mstep: Class 13 contains 261339 members 
Mstep: Class 14 contains 2276 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1625 members 
Mstep: Class 17 contains 37830 members 
Mstep: Class 19 contains 55127 members 
Mstep: Class 20 contains 179219 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778936.000000 Penalty: 71150.023438
Iteration 342Q: 22 clusters Score -1.047789e+08 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 13127 members 
Mstep: Class 3 contains 52711 members 
Mstep: Class 4 contains 35525 members 
Mstep: Class 5 contains 6047 members 
Mstep: Class 6 contains 2818 members 
Mstep: Class 7 contains 30909 members 
Mstep: Class 8 contains 28381 members 
Mstep: Class 9 contains 6541 members 
Mstep: Class 10 contains 94794 members 
Mstep: Class 11 contains 14762 members 
Mstep: Class 12 contains 4212 members 
Mstep: Class 13 contains 261430 members 
Mstep: Class 14 contains 2276 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1626 members 
Mstep: Class 17 contains 37816 members 
Mstep: Class 19 contains 55112 members 
Mstep: Class 20 contains 179180 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778992.000000 Penalty: 71150.023438
Iteration 343Q: 22 clusters Score -1.04779e+08 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 13127 members 
Mstep: Class 3 contains 52709 members 
Mstep: Class 4 contains 35519 members 
Mstep: Class 5 contains 6047 members 
Mstep: Class 6 contains 2817 members 
Mstep: Class 7 contains 30919 members 
Mstep: Class 8 contains 28346 members 
Mstep: Class 9 contains 6540 members 
Mstep: Class 10 contains 94789 members 
Mstep: Class 11 contains 14755 members 
Mstep: Class 12 contains 4214 members 
Mstep: Class 13 contains 261532 members 
Mstep: Class 14 contains 2276 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1627 members 
Mstep: Class 17 contains 37800 members 
Mstep: Class 19 contains 55097 members 
Mstep: Class 20 contains 179155 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778944.000000 Penalty: 71150.023438
Iteration 344Q: 22 clusters Score -1.047789e+08 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 13122 members 
Mstep: Class 3 contains 52715 members 
Mstep: Class 4 contains 35518 members 
Mstep: Class 5 contains 6047 members 
Mstep: Class 6 contains 2816 members 
Mstep: Class 7 contains 30943 members 
Mstep: Class 8 contains 28311 members 
Mstep: Class 9 contains 6539 members 
Mstep: Class 10 contains 94781 members 
Mstep: Class 11 contains 14752 members 
Mstep: Class 12 contains 4217 members 
Mstep: Class 13 contains 261607 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1626 members 
Mstep: Class 17 contains 37780 members 
Mstep: Class 19 contains 55076 members 
Mstep: Class 20 contains 179147 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779024.000000 Penalty: 71150.023438
Iteration 345Q: 22 clusters Score -1.04779e+08 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 13115 members 
Mstep: Class 3 contains 52713 members 
Mstep: Class 4 contains 35521 members 
Mstep: Class 5 contains 6047 members 
Mstep: Class 6 contains 2815 members 
Mstep: Class 7 contains 30972 members 
Mstep: Class 8 contains 28271 members 
Mstep: Class 9 contains 6539 members 
Mstep: Class 10 contains 94762 members 
Mstep: Class 11 contains 14744 members 
Mstep: Class 12 contains 4217 members 
Mstep: Class 13 contains 261668 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1626 members 
Mstep: Class 17 contains 37765 members 
Mstep: Class 19 contains 55069 members 
Mstep: Class 20 contains 179155 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778984.000000 Penalty: 71150.023438
Iteration 346Q: 22 clusters Score -1.04779e+08 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 13113 members 
Mstep: Class 3 contains 52715 members 
Mstep: Class 4 contains 35519 members 
Mstep: Class 5 contains 6046 members 
Mstep: Class 6 contains 2817 members 
Mstep: Class 7 contains 31004 members 
Mstep: Class 8 contains 28233 members 
Mstep: Class 9 contains 6539 members 
Mstep: Class 10 contains 94739 members 
Mstep: Class 11 contains 14745 members 
Mstep: Class 12 contains 4220 members 
Mstep: Class 13 contains 261748 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1622 members 
Mstep: Class 17 contains 37744 members 
Mstep: Class 19 contains 55060 members 
Mstep: Class 20 contains 179139 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779064.000000 Penalty: 71150.023438
Iteration 347Q: 22 clusters Score -1.047791e+08 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 13115 members 
Mstep: Class 3 contains 52707 members 
Mstep: Class 4 contains 35517 members 
Mstep: Class 5 contains 6046 members 
Mstep: Class 6 contains 2817 members 
Mstep: Class 7 contains 31023 members 
Mstep: Class 8 contains 28207 members 
Mstep: Class 9 contains 6539 members 
Mstep: Class 10 contains 94727 members 
Mstep: Class 11 contains 14738 members 
Mstep: Class 12 contains 4218 members 
Mstep: Class 13 contains 261830 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1617 members 
Mstep: Class 17 contains 37721 members 
Mstep: Class 19 contains 55055 members 
Mstep: Class 20 contains 179125 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779384.000000 Penalty: 71150.023438
Iteration 348Q: 22 clusters Score -1.047794e+08 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 13116 members 
Mstep: Class 3 contains 52710 members 
Mstep: Class 4 contains 35516 members 
Mstep: Class 5 contains 6045 members 
Mstep: Class 6 contains 2816 members 
Mstep: Class 7 contains 31036 members 
Mstep: Class 8 contains 28190 members 
Mstep: Class 9 contains 6538 members 
Mstep: Class 10 contains 94706 members 
Mstep: Class 11 contains 14738 members 
Mstep: Class 12 contains 4216 members 
Mstep: Class 13 contains 261905 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1613 members 
Mstep: Class 17 contains 37703 members 
Mstep: Class 19 contains 55045 members 
Mstep: Class 20 contains 179114 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779424.000000 Penalty: 71150.023438
Iteration 349Q: 22 clusters Score -1.047794e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21742 members 
Mstep: Class 2 contains 13112 members 
Mstep: Class 3 contains 52699 members 
Mstep: Class 4 contains 35516 members 
Mstep: Class 5 contains 6045 members 
Mstep: Class 6 contains 2816 members 
Mstep: Class 7 contains 31048 members 
Mstep: Class 8 contains 28178 members 
Mstep: Class 9 contains 6536 members 
Mstep: Class 10 contains 94693 members 
Mstep: Class 11 contains 14734 members 
Mstep: Class 12 contains 4217 members 
Mstep: Class 13 contains 261969 members 
Mstep: Class 14 contains 2274 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1611 members 
Mstep: Class 17 contains 37688 members 
Mstep: Class 19 contains 55046 members 
Mstep: Class 20 contains 179094 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779280.000000 Penalty: 71150.023438
Iteration 350Q: 22 clusters Score -1.047793e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 13107 members 
Mstep: Class 3 contains 52683 members 
Mstep: Class 4 contains 35516 members 
Mstep: Class 5 contains 6045 members 
Mstep: Class 6 contains 2816 members 
Mstep: Class 7 contains 31065 members 
Mstep: Class 8 contains 28164 members 
Mstep: Class 9 contains 6536 members 
Mstep: Class 10 contains 94674 members 
Mstep: Class 11 contains 14737 members 
Mstep: Class 12 contains 4217 members 
Mstep: Class 13 contains 262030 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1609 members 
Mstep: Class 17 contains 37673 members 
Mstep: Class 19 contains 55046 members 
Mstep: Class 20 contains 179087 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779256.000000 Penalty: 71150.023438
Iteration 351Q: 22 clusters Score -1.047793e+08 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 13100 members 
Mstep: Class 3 contains 52683 members 
Mstep: Class 4 contains 35523 members 
Mstep: Class 5 contains 6045 members 
Mstep: Class 6 contains 2817 members 
Mstep: Class 7 contains 31089 members 
Mstep: Class 8 contains 28143 members 
Mstep: Class 9 contains 6535 members 
Mstep: Class 10 contains 94666 members 
Mstep: Class 11 contains 14732 members 
Mstep: Class 12 contains 4220 members 
Mstep: Class 13 contains 262062 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1607 members 
Mstep: Class 17 contains 37661 members 
Mstep: Class 19 contains 55046 members 
Mstep: Class 20 contains 179077 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5659 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 352Q: 22 clusters Score -1.047793e+08 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 13098 members 
Mstep: Class 3 contains 52683 members 
Mstep: Class 4 contains 35523 members 
Mstep: Class 5 contains 6044 members 
Mstep: Class 6 contains 2817 members 
Mstep: Class 7 contains 31112 members 
Mstep: Class 8 contains 28128 members 
Mstep: Class 9 contains 6534 members 
Mstep: Class 10 contains 94663 members 
Mstep: Class 11 contains 14728 members 
Mstep: Class 12 contains 4221 members 
Mstep: Class 13 contains 262121 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1603 members 
Mstep: Class 17 contains 37645 members 
Mstep: Class 19 contains 55046 members 
Mstep: Class 20 contains 179040 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779344.000000 Penalty: 71150.023438
Iteration 353Q: 22 clusters Score -1.047793e+08 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 13096 members 
Mstep: Class 3 contains 52677 members 
Mstep: Class 4 contains 35522 members 
Mstep: Class 5 contains 6043 members 
Mstep: Class 6 contains 2816 members 
Mstep: Class 7 contains 31129 members 
Mstep: Class 8 contains 28116 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94644 members 
Mstep: Class 11 contains 14728 members 
Mstep: Class 12 contains 4218 members 
Mstep: Class 13 contains 262209 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1597 members 
Mstep: Class 17 contains 37624 members 
Mstep: Class 19 contains 55038 members 
Mstep: Class 20 contains 179020 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779224.000000 Penalty: 71150.023438
Iteration 354Q: 22 clusters Score -1.047792e+08 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 13093 members 
Mstep: Class 3 contains 52671 members 
Mstep: Class 4 contains 35517 members 
Mstep: Class 5 contains 6043 members 
Mstep: Class 6 contains 2816 members 
Mstep: Class 7 contains 31141 members 
Mstep: Class 8 contains 28101 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94630 members 
Mstep: Class 11 contains 14724 members 
Mstep: Class 12 contains 4217 members 
Mstep: Class 13 contains 262283 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1592 members 
Mstep: Class 17 contains 37611 members 
Mstep: Class 19 contains 55029 members 
Mstep: Class 20 contains 179011 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779120.000000 Penalty: 71150.023438
Iteration 355Q: 22 clusters Score -1.047791e+08 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 13093 members 
Mstep: Class 3 contains 52666 members 
Mstep: Class 4 contains 35514 members 
Mstep: Class 5 contains 6042 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 31158 members 
Mstep: Class 8 contains 28094 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94621 members 
Mstep: Class 11 contains 14722 members 
Mstep: Class 12 contains 4218 members 
Mstep: Class 13 contains 262358 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1591 members 
Mstep: Class 17 contains 37592 members 
Mstep: Class 19 contains 55016 members 
Mstep: Class 20 contains 178983 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779240.000000 Penalty: 71150.023438
Iteration 356Q: 22 clusters Score -1.047792e+08 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 13092 members 
Mstep: Class 3 contains 52659 members 
Mstep: Class 4 contains 35514 members 
Mstep: Class 5 contains 6040 members 
Mstep: Class 6 contains 2814 members 
Mstep: Class 7 contains 31166 members 
Mstep: Class 8 contains 28085 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94607 members 
Mstep: Class 11 contains 14718 members 
Mstep: Class 12 contains 4217 members 
Mstep: Class 13 contains 262429 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1589 members 
Mstep: Class 17 contains 37574 members 
Mstep: Class 19 contains 55004 members 
Mstep: Class 20 contains 178978 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779288.000000 Penalty: 71150.023438
Iteration 357Q: 22 clusters Score -1.047793e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 13091 members 
Mstep: Class 3 contains 52649 members 
Mstep: Class 4 contains 35512 members 
Mstep: Class 5 contains 6039 members 
Mstep: Class 6 contains 2816 members 
Mstep: Class 7 contains 31179 members 
Mstep: Class 8 contains 28071 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94609 members 
Mstep: Class 11 contains 14714 members 
Mstep: Class 12 contains 4218 members 
Mstep: Class 13 contains 262488 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1587 members 
Mstep: Class 17 contains 37556 members 
Mstep: Class 19 contains 54999 members 
Mstep: Class 20 contains 178958 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779336.000000 Penalty: 71150.023438
Iteration 358Q: 22 clusters Score -1.047793e+08 nChanged 358
Entering ConstructFrom: 
Score: -104779336.000000 Penalty: 71150.023438
Entering ConstructFrom: 
Trying to split cluster 1 (21719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Entering Unmasked Estep 
Score: -2611160.500000 Penalty: 2476.513916
	Iteration 0F: 2 clusters Score -2611160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -2596008.250000 Penalty: 4953.027832
	Iteration 0F: 3 clusters Score -2596008 nChanged 9596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -2601143.000000 Penalty: 4953.027832
	Iteration 1F: 3 clusters Score -2601143 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -2601547.750000 Penalty: 4953.027832
	Iteration 2F: 3 clusters Score -2601548 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -2601911.000000 Penalty: 4953.027832
	Iteration 3Q: 3 clusters Score -2601911 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -2602281.000000 Penalty: 4953.027832
	Iteration 4Q: 3 clusters Score -2602281 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -2602641.750000 Penalty: 4953.027832
	Iteration 5Q: 3 clusters Score -2602642 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -2603033.250000 Penalty: 4953.027832
	Iteration 6Q: 3 clusters Score -2603033 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -2603479.250000 Penalty: 4953.027832
	Iteration 7Q: 3 clusters Score -2603479 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 13122 members 
Entering Unmasked Estep 
Score: -2603969.750000 Penalty: 4953.027832
	Iteration 8Q: 3 clusters Score -2603970 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -2604498.750000 Penalty: 4953.027832
	Iteration 9Q: 3 clusters Score -2604499 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -2605002.000000 Penalty: 4953.027832
	Iteration 10Q: 3 clusters Score -2605002 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -2605419.000000 Penalty: 4953.027832
	Iteration 11Q: 3 clusters Score -2605419 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -2605711.750000 Penalty: 4953.027832
	Iteration 12Q: 3 clusters Score -2605712 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -2605959.250000 Penalty: 4953.027832
	Iteration 13Q: 3 clusters Score -2605959 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -2606172.750000 Penalty: 4953.027832
	Iteration 14Q: 3 clusters Score -2606173 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -2606350.750000 Penalty: 4953.027832
	Iteration 15Q: 3 clusters Score -2606351 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -2606523.500000 Penalty: 4953.027832
	Iteration 16Q: 3 clusters Score -2606524 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -2606706.750000 Penalty: 4953.027832
	Iteration 17Q: 3 clusters Score -2606707 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -2606904.000000 Penalty: 4953.027832
	Iteration 18Q: 3 clusters Score -2606904 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
Score: -2607131.500000 Penalty: 4953.027832
	Iteration 19Q: 3 clusters Score -2607132 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -2607383.500000 Penalty: 4953.027832
	Iteration 20F: 3 clusters Score -2607384 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -2607610.750000 Penalty: 4953.027832
	Iteration 21Q: 3 clusters Score -2607611 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -2607862.500000 Penalty: 4953.027832
	Iteration 22Q: 3 clusters Score -2607862 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -2608084.000000 Penalty: 4953.027832
	Iteration 23Q: 3 clusters Score -2608084 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -2608260.000000 Penalty: 4953.027832
	Iteration 24Q: 3 clusters Score -2608260 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -2608432.000000 Penalty: 4953.027832
	Iteration 25Q: 3 clusters Score -2608432 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -2608576.500000 Penalty: 4953.027832
	Iteration 26Q: 3 clusters Score -2608576 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 20861 members 
Entering Unmasked Estep 
Score: -2608691.750000 Penalty: 4953.027832
	Iteration 27Q: 3 clusters Score -2608692 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -2608758.750000 Penalty: 4953.027832
	Iteration 28Q: 3 clusters Score -2608759 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -2608823.500000 Penalty: 4953.027832
	Iteration 29Q: 3 clusters Score -2608824 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -2608869.000000 Penalty: 4953.027832
	Iteration 30Q: 3 clusters Score -2608869 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -2608902.500000 Penalty: 4953.027832
	Iteration 31Q: 3 clusters Score -2608902 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -2608917.250000 Penalty: 4953.027832
	Iteration 32Q: 3 clusters Score -2608917 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -2608929.250000 Penalty: 4953.027832
	Iteration 33Q: 3 clusters Score -2608929 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -2608936.250000 Penalty: 4953.027832
	Iteration 34Q: 3 clusters Score -2608936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -2608939.750000 Penalty: 4953.027832
	Iteration 35Q: 3 clusters Score -2608940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -2608944.000000 Penalty: 4953.027832
	Iteration 36Q: 3 clusters Score -2608944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -2608949.000000 Penalty: 4953.027832
	Iteration 37Q: 3 clusters Score -2608949 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -2608946.750000 Penalty: 4953.027832
	Iteration 38Q: 3 clusters Score -2608947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -2608954.500000 Penalty: 4953.027832
	Iteration 39Q: 3 clusters Score -2608954 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -2608967.250000 Penalty: 4953.027832
	Iteration 40F: 3 clusters Score -2608967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -2608968.500000 Penalty: 4953.027832
	Iteration 41Q: 3 clusters Score -2608968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 21204 members 
Entering Unmasked Estep 
Score: -2608975.750000 Penalty: 4953.027832
	Iteration 42Q: 3 clusters Score -2608976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -2608976.500000 Penalty: 4953.027832
	Iteration 43Q: 3 clusters Score -2608976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -2608975.250000 Penalty: 4953.027832
	Iteration 44Q: 3 clusters Score -2608975 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -2608978.000000 Penalty: 4953.027832
	Iteration 45Q: 3 clusters Score -2608978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -2608984.250000 Penalty: 4953.027832
	Iteration 46Q: 3 clusters Score -2608984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -2608984.000000 Penalty: 4953.027832
	Iteration 47Q: 3 clusters Score -2608984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -2608986.750000 Penalty: 4953.027832
	Iteration 48Q: 3 clusters Score -2608987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -2608986.750000 Penalty: 4953.027832
	Iteration 49F: 3 clusters Score -2608987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Entering Unmasked Estep 
Score: -1633788.875000 Penalty: 2350.960693
	Iteration 0F: 2 clusters Score -1633789 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1624158.625000 Penalty: 4701.921387
	Iteration 0F: 3 clusters Score -1624159 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1627253.750000 Penalty: 4701.921387
	Iteration 1F: 3 clusters Score -1627254 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -1627616.625000 Penalty: 4701.921387
	Iteration 2F: 3 clusters Score -1627617 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1627912.750000 Penalty: 4701.921387
	Iteration 3Q: 3 clusters Score -1627913 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1628222.500000 Penalty: 4701.921387
	Iteration 4Q: 3 clusters Score -1628222 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1628559.250000 Penalty: 4701.921387
	Iteration 5Q: 3 clusters Score -1628559 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1628946.250000 Penalty: 4701.921387
	Iteration 6Q: 3 clusters Score -1628946 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1629379.000000 Penalty: 4701.921387
	Iteration 7F: 3 clusters Score -1629379 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1629807.000000 Penalty: 4701.921387
	Iteration 8Q: 3 clusters Score -1629807 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1630252.750000 Penalty: 4701.921387
	Iteration 9Q: 3 clusters Score -1630253 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -1630654.000000 Penalty: 4701.921387
	Iteration 10Q: 3 clusters Score -1630654 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1630992.625000 Penalty: 4701.921387
	Iteration 11Q: 3 clusters Score -1630993 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1631237.375000 Penalty: 4701.921387
	Iteration 12Q: 3 clusters Score -1631237 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1631426.250000 Penalty: 4701.921387
	Iteration 13Q: 3 clusters Score -1631426 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -1631553.375000 Penalty: 4701.921387
	Iteration 14Q: 3 clusters Score -1631553 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -1631632.625000 Penalty: 4701.921387
	Iteration 15Q: 3 clusters Score -1631633 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -1631693.125000 Penalty: 4701.921387
	Iteration 16Q: 3 clusters Score -1631693 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -1631739.000000 Penalty: 4701.921387
	Iteration 17Q: 3 clusters Score -1631739 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -1631773.125000 Penalty: 4701.921387
	Iteration 18Q: 3 clusters Score -1631773 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1631799.750000 Penalty: 4701.921387
	Iteration 19Q: 3 clusters Score -1631800 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -1631819.125000 Penalty: 4701.921387
	Iteration 20F: 3 clusters Score -1631819 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -1631835.375000 Penalty: 4701.921387
	Iteration 21Q: 3 clusters Score -1631835 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -1631854.375000 Penalty: 4701.921387
	Iteration 22Q: 3 clusters Score -1631854 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1631868.500000 Penalty: 4701.921387
	Iteration 23Q: 3 clusters Score -1631868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -1631870.375000 Penalty: 4701.921387
	Iteration 24Q: 3 clusters Score -1631870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -1631877.875000 Penalty: 4701.921387
	Iteration 25Q: 3 clusters Score -1631878 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -1631887.750000 Penalty: 4701.921387
	Iteration 26Q: 3 clusters Score -1631888 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -1631893.250000 Penalty: 4701.921387
	Iteration 27Q: 3 clusters Score -1631893 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -1631896.000000 Penalty: 4701.921387
	Iteration 28Q: 3 clusters Score -1631896 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -1631905.500000 Penalty: 4701.921387
	Iteration 29Q: 3 clusters Score -1631906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1631909.250000 Penalty: 4701.921387
	Iteration 30Q: 3 clusters Score -1631909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1631907.375000 Penalty: 4701.921387
	Iteration 31Q: 3 clusters Score -1631907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1631907.375000 Penalty: 4701.921387
	Iteration 32F: 3 clusters Score -1631907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (52642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52642 members 
Entering Unmasked Estep 
Score: -6608252.000000 Penalty: 2696.074707
	Iteration 0F: 2 clusters Score -6608252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -6572941.500000 Penalty: 5392.149414
	Iteration 0F: 3 clusters Score -6572942 nChanged 24286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 26154 members 
Entering Unmasked Estep 
Score: -6586363.000000 Penalty: 5392.149414
	Iteration 1F: 3 clusters Score -6586363 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -6586940.500000 Penalty: 5392.149414
	Iteration 2Q: 3 clusters Score -6586940 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -6587541.000000 Penalty: 5392.149414
	Iteration 3Q: 3 clusters Score -6587541 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -6588278.000000 Penalty: 5392.149414
	Iteration 4Q: 3 clusters Score -6588278 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 25604 members 
Entering Unmasked Estep 
Score: -6589105.500000 Penalty: 5392.149414
	Iteration 5Q: 3 clusters Score -6589106 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27444 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -6590064.000000 Penalty: 5392.149414
	Iteration 6Q: 3 clusters Score -6590064 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -6591296.500000 Penalty: 5392.149414
	Iteration 7Q: 3 clusters Score -6591296 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -6592980.000000 Penalty: 5392.149414
	Iteration 8F: 3 clusters Score -6592980 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -6595220.000000 Penalty: 5392.149414
	Iteration 9F: 3 clusters Score -6595220 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -6597503.500000 Penalty: 5392.149414
	Iteration 10F: 3 clusters Score -6597504 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -6599452.500000 Penalty: 5392.149414
	Iteration 11F: 3 clusters Score -6599452 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -6600774.500000 Penalty: 5392.149414
	Iteration 12Q: 3 clusters Score -6600774 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -6601618.000000 Penalty: 5392.149414
	Iteration 13Q: 3 clusters Score -6601618 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34237 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -6602290.500000 Penalty: 5392.149414
	Iteration 14Q: 3 clusters Score -6602290 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -6602670.500000 Penalty: 5392.149414
	Iteration 15Q: 3 clusters Score -6602670 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -6602959.000000 Penalty: 5392.149414
	Iteration 16Q: 3 clusters Score -6602959 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35664 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -6603096.000000 Penalty: 5392.149414
	Iteration 17Q: 3 clusters Score -6603096 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36024 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -6603222.000000 Penalty: 5392.149414
	Iteration 18Q: 3 clusters Score -6603222 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 16295 members 
Entering Unmasked Estep 
Score: -6603298.500000 Penalty: 5392.149414
	Iteration 19Q: 3 clusters Score -6603298 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36644 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -6603325.500000 Penalty: 5392.149414
	Iteration 20F: 3 clusters Score -6603326 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -6603372.000000 Penalty: 5392.149414
	Iteration 21Q: 3 clusters Score -6603372 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37119 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -6603405.500000 Penalty: 5392.149414
	Iteration 22Q: 3 clusters Score -6603406 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37332 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -6603458.500000 Penalty: 5392.149414
	Iteration 23Q: 3 clusters Score -6603458 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37526 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -6603460.000000 Penalty: 5392.149414
	Iteration 24Q: 3 clusters Score -6603460 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -6603487.000000 Penalty: 5392.149414
	Iteration 25Q: 3 clusters Score -6603487 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37931 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -6603493.500000 Penalty: 5392.149414
	Iteration 26Q: 3 clusters Score -6603494 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38112 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -6603525.000000 Penalty: 5392.149414
	Iteration 27Q: 3 clusters Score -6603525 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -6603553.500000 Penalty: 5392.149414
	Iteration 28Q: 3 clusters Score -6603554 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38461 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -6603571.000000 Penalty: 5392.149414
	Iteration 29Q: 3 clusters Score -6603571 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38622 members 
Mstep: Class 2 contains 14020 members 
Entering Unmasked Estep 
Score: -6603595.000000 Penalty: 5392.149414
	Iteration 30Q: 3 clusters Score -6603595 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38780 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -6603627.500000 Penalty: 5392.149414
	Iteration 31Q: 3 clusters Score -6603628 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -6603643.500000 Penalty: 5392.149414
	Iteration 32Q: 3 clusters Score -6603644 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39069 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -6603630.000000 Penalty: 5392.149414
	Iteration 33Q: 3 clusters Score -6603630 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -6603659.500000 Penalty: 5392.149414
	Iteration 34Q: 3 clusters Score -6603660 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -6603717.000000 Penalty: 5392.149414
	Iteration 35Q: 3 clusters Score -6603717 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39503 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -6603692.000000 Penalty: 5392.149414
	Iteration 36Q: 3 clusters Score -6603692 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39608 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -6603701.500000 Penalty: 5392.149414
	Iteration 37Q: 3 clusters Score -6603702 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39720 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -6603708.500000 Penalty: 5392.149414
	Iteration 38Q: 3 clusters Score -6603708 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -6603721.000000 Penalty: 5392.149414
	Iteration 39Q: 3 clusters Score -6603721 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39950 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -6603747.500000 Penalty: 5392.149414
	Iteration 40F: 3 clusters Score -6603748 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40047 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -6603745.000000 Penalty: 5392.149414
	Iteration 41Q: 3 clusters Score -6603745 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40159 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -6603741.000000 Penalty: 5392.149414
	Iteration 42Q: 3 clusters Score -6603741 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -6603741.500000 Penalty: 5392.149414
	Iteration 43Q: 3 clusters Score -6603742 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -6603774.500000 Penalty: 5392.149414
	Iteration 44Q: 3 clusters Score -6603774 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40557 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -6603772.500000 Penalty: 5392.149414
	Iteration 45Q: 3 clusters Score -6603772 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40685 members 
Mstep: Class 2 contains 11957 members 
Entering Unmasked Estep 
Score: -6603799.500000 Penalty: 5392.149414
	Iteration 46Q: 3 clusters Score -6603800 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40826 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -6603825.500000 Penalty: 5392.149414
	Iteration 47Q: 3 clusters Score -6603826 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40978 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -6603860.000000 Penalty: 5392.149414
	Iteration 48Q: 3 clusters Score -6603860 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41125 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -6603872.500000 Penalty: 5392.149414
	Iteration 49Q: 3 clusters Score -6603872 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41268 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -6603882.500000 Penalty: 5392.149414
	Iteration 50Q: 3 clusters Score -6603882 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41404 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -6603899.500000 Penalty: 5392.149414
	Iteration 51Q: 3 clusters Score -6603900 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41565 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -6603914.000000 Penalty: 5392.149414
	Iteration 52Q: 3 clusters Score -6603914 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -6603924.000000 Penalty: 5392.149414
	Iteration 53Q: 3 clusters Score -6603924 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41863 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -6603950.500000 Penalty: 5392.149414
	Iteration 54Q: 3 clusters Score -6603950 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42011 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -6603952.000000 Penalty: 5392.149414
	Iteration 55Q: 3 clusters Score -6603952 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42159 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -6603970.000000 Penalty: 5392.149414
	Iteration 56Q: 3 clusters Score -6603970 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42316 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -6604000.000000 Penalty: 5392.149414
	Iteration 57Q: 3 clusters Score -6604000 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42498 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -6604035.000000 Penalty: 5392.149414
	Iteration 58Q: 3 clusters Score -6604035 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42669 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -6604041.500000 Penalty: 5392.149414
	Iteration 59Q: 3 clusters Score -6604042 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -6604079.000000 Penalty: 5392.149414
	Iteration 60F: 3 clusters Score -6604079 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43077 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -6604108.500000 Penalty: 5392.149414
	Iteration 61Q: 3 clusters Score -6604108 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43289 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -6604117.000000 Penalty: 5392.149414
	Iteration 62Q: 3 clusters Score -6604117 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43482 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -6604152.000000 Penalty: 5392.149414
	Iteration 63Q: 3 clusters Score -6604152 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43667 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -6604191.000000 Penalty: 5392.149414
	Iteration 64Q: 3 clusters Score -6604191 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43849 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -6604236.500000 Penalty: 5392.149414
	Iteration 65Q: 3 clusters Score -6604236 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44035 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -6604276.500000 Penalty: 5392.149414
	Iteration 66Q: 3 clusters Score -6604276 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44229 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -6604308.500000 Penalty: 5392.149414
	Iteration 67Q: 3 clusters Score -6604308 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44441 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -6604352.000000 Penalty: 5392.149414
	Iteration 68Q: 3 clusters Score -6604352 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44660 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -6604384.000000 Penalty: 5392.149414
	Iteration 69Q: 3 clusters Score -6604384 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44867 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -6604399.500000 Penalty: 5392.149414
	Iteration 70Q: 3 clusters Score -6604400 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45081 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -6604432.000000 Penalty: 5392.149414
	Iteration 71Q: 3 clusters Score -6604432 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45311 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -6604492.000000 Penalty: 5392.149414
	Iteration 72Q: 3 clusters Score -6604492 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45536 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -6604548.500000 Penalty: 5392.149414
	Iteration 73Q: 3 clusters Score -6604548 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45768 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -6604587.500000 Penalty: 5392.149414
	Iteration 74Q: 3 clusters Score -6604588 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45976 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -6604631.000000 Penalty: 5392.149414
	Iteration 75Q: 3 clusters Score -6604631 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46156 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -6604657.000000 Penalty: 5392.149414
	Iteration 76Q: 3 clusters Score -6604657 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46338 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -6604693.500000 Penalty: 5392.149414
	Iteration 77Q: 3 clusters Score -6604694 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46501 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -6604705.500000 Penalty: 5392.149414
	Iteration 78Q: 3 clusters Score -6604706 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46676 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -6604732.500000 Penalty: 5392.149414
	Iteration 79Q: 3 clusters Score -6604732 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46843 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -6604756.500000 Penalty: 5392.149414
	Iteration 80F: 3 clusters Score -6604756 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47011 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -6604784.000000 Penalty: 5392.149414
	Iteration 81Q: 3 clusters Score -6604784 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47183 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -6604813.000000 Penalty: 5392.149414
	Iteration 82Q: 3 clusters Score -6604813 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47367 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -6604852.000000 Penalty: 5392.149414
	Iteration 83Q: 3 clusters Score -6604852 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47557 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -6604909.000000 Penalty: 5392.149414
	Iteration 84Q: 3 clusters Score -6604909 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47739 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -6604949.000000 Penalty: 5392.149414
	Iteration 85Q: 3 clusters Score -6604949 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47902 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -6604974.000000 Penalty: 5392.149414
	Iteration 86Q: 3 clusters Score -6604974 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48082 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -6605019.500000 Penalty: 5392.149414
	Iteration 87Q: 3 clusters Score -6605020 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48246 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -6605081.000000 Penalty: 5392.149414
	Iteration 88Q: 3 clusters Score -6605081 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48424 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -6605102.000000 Penalty: 5392.149414
	Iteration 89Q: 3 clusters Score -6605102 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48569 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -6605151.500000 Penalty: 5392.149414
	Iteration 90Q: 3 clusters Score -6605152 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48721 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -6605184.500000 Penalty: 5392.149414
	Iteration 91Q: 3 clusters Score -6605184 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48837 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -6605217.000000 Penalty: 5392.149414
	Iteration 92Q: 3 clusters Score -6605217 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48941 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -6605249.000000 Penalty: 5392.149414
	Iteration 93Q: 3 clusters Score -6605249 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49052 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -6605272.000000 Penalty: 5392.149414
	Iteration 94Q: 3 clusters Score -6605272 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49167 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -6605290.500000 Penalty: 5392.149414
	Iteration 95Q: 3 clusters Score -6605290 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49263 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -6605300.500000 Penalty: 5392.149414
	Iteration 96Q: 3 clusters Score -6605300 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49347 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -6605320.000000 Penalty: 5392.149414
	Iteration 97Q: 3 clusters Score -6605320 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49433 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -6605350.000000 Penalty: 5392.149414
	Iteration 98Q: 3 clusters Score -6605350 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49534 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -6605383.500000 Penalty: 5392.149414
	Iteration 99Q: 3 clusters Score -6605384 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49625 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -6605394.000000 Penalty: 5392.149414
	Iteration 100F: 3 clusters Score -6605394 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49705 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -6605424.500000 Penalty: 5392.149414
	Iteration 101Q: 3 clusters Score -6605424 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49778 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -6605448.500000 Penalty: 5392.149414
	Iteration 102Q: 3 clusters Score -6605448 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49867 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -6605479.500000 Penalty: 5392.149414
	Iteration 103Q: 3 clusters Score -6605480 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49963 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -6605509.000000 Penalty: 5392.149414
	Iteration 104Q: 3 clusters Score -6605509 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50043 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -6605527.500000 Penalty: 5392.149414
	Iteration 105Q: 3 clusters Score -6605528 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50122 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -6605538.500000 Penalty: 5392.149414
	Iteration 106Q: 3 clusters Score -6605538 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50210 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -6605563.000000 Penalty: 5392.149414
	Iteration 107Q: 3 clusters Score -6605563 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50296 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -6605581.000000 Penalty: 5392.149414
	Iteration 108Q: 3 clusters Score -6605581 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50379 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -6605611.500000 Penalty: 5392.149414
	Iteration 109Q: 3 clusters Score -6605612 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50452 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -6605632.500000 Penalty: 5392.149414
	Iteration 110Q: 3 clusters Score -6605632 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50507 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -6605662.500000 Penalty: 5392.149414
	Iteration 111Q: 3 clusters Score -6605662 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50564 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -6605668.000000 Penalty: 5392.149414
	Iteration 112Q: 3 clusters Score -6605668 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50616 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -6605676.000000 Penalty: 5392.149414
	Iteration 113Q: 3 clusters Score -6605676 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50663 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -6605680.000000 Penalty: 5392.149414
	Iteration 114Q: 3 clusters Score -6605680 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50697 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -6605690.000000 Penalty: 5392.149414
	Iteration 115Q: 3 clusters Score -6605690 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50732 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -6605700.500000 Penalty: 5392.149414
	Iteration 116Q: 3 clusters Score -6605700 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50750 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -6605704.000000 Penalty: 5392.149414
	Iteration 117Q: 3 clusters Score -6605704 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50773 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -6605719.000000 Penalty: 5392.149414
	Iteration 118Q: 3 clusters Score -6605719 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50795 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -6605730.500000 Penalty: 5392.149414
	Iteration 119Q: 3 clusters Score -6605730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50812 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -6605742.500000 Penalty: 5392.149414
	Iteration 120F: 3 clusters Score -6605742 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50841 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -6605757.000000 Penalty: 5392.149414
	Iteration 121Q: 3 clusters Score -6605757 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50866 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -6605763.500000 Penalty: 5392.149414
	Iteration 122Q: 3 clusters Score -6605764 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50887 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -6605778.500000 Penalty: 5392.149414
	Iteration 123Q: 3 clusters Score -6605778 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50903 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -6605767.500000 Penalty: 5392.149414
	Iteration 124Q: 3 clusters Score -6605768 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50921 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -6605766.000000 Penalty: 5392.149414
	Iteration 125Q: 3 clusters Score -6605766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50936 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -6605775.000000 Penalty: 5392.149414
	Iteration 126Q: 3 clusters Score -6605775 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50954 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -6605783.500000 Penalty: 5392.149414
	Iteration 127Q: 3 clusters Score -6605784 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50976 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -6605801.000000 Penalty: 5392.149414
	Iteration 128Q: 3 clusters Score -6605801 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50994 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -6605794.500000 Penalty: 5392.149414
	Iteration 129Q: 3 clusters Score -6605794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51014 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -6605800.000000 Penalty: 5392.149414
	Iteration 130Q: 3 clusters Score -6605800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51036 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -6605806.500000 Penalty: 5392.149414
	Iteration 131Q: 3 clusters Score -6605806 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51068 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -6605815.500000 Penalty: 5392.149414
	Iteration 132Q: 3 clusters Score -6605816 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51108 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -6605839.500000 Penalty: 5392.149414
	Iteration 133Q: 3 clusters Score -6605840 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51150 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -6605864.000000 Penalty: 5392.149414
	Iteration 134Q: 3 clusters Score -6605864 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51179 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -6605878.500000 Penalty: 5392.149414
	Iteration 135Q: 3 clusters Score -6605878 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51198 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -6605882.000000 Penalty: 5392.149414
	Iteration 136Q: 3 clusters Score -6605882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51217 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -6605885.500000 Penalty: 5392.149414
	Iteration 137Q: 3 clusters Score -6605886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51234 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -6605891.000000 Penalty: 5392.149414
	Iteration 138Q: 3 clusters Score -6605891 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51248 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -6605896.500000 Penalty: 5392.149414
	Iteration 139Q: 3 clusters Score -6605896 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51269 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -6605905.500000 Penalty: 5392.149414
	Iteration 140F: 3 clusters Score -6605906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51288 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -6605917.500000 Penalty: 5392.149414
	Iteration 141Q: 3 clusters Score -6605918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51300 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -6605924.000000 Penalty: 5392.149414
	Iteration 142Q: 3 clusters Score -6605924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51310 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -6605918.000000 Penalty: 5392.149414
	Iteration 143Q: 3 clusters Score -6605918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51321 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -6605928.000000 Penalty: 5392.149414
	Iteration 144Q: 3 clusters Score -6605928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51329 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -6605925.000000 Penalty: 5392.149414
	Iteration 145Q: 3 clusters Score -6605925 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51343 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -6605940.500000 Penalty: 5392.149414
	Iteration 146Q: 3 clusters Score -6605940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51354 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -6605946.000000 Penalty: 5392.149414
	Iteration 147Q: 3 clusters Score -6605946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51361 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -6605942.000000 Penalty: 5392.149414
	Iteration 148Q: 3 clusters Score -6605942 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51367 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -6605937.000000 Penalty: 5392.149414
	Iteration 149Q: 3 clusters Score -6605937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51368 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -6605935.000000 Penalty: 5392.149414
	Iteration 150Q: 3 clusters Score -6605935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51369 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -6605930.500000 Penalty: 5392.149414
	Iteration 151Q: 3 clusters Score -6605930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51370 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -6605930.500000 Penalty: 5392.149414
	Iteration 152Q: 3 clusters Score -6605930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51371 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -6605934.500000 Penalty: 5392.149414
	Iteration 153Q: 3 clusters Score -6605934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51372 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -6605932.000000 Penalty: 5392.149414
	Iteration 154Q: 3 clusters Score -6605932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51372 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -6605932.000000 Penalty: 5392.149414
	Iteration 155F: 3 clusters Score -6605932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (35514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35514 members 
Entering Unmasked Estep 
Score: -4486222.000000 Penalty: 2598.465088
	Iteration 0F: 2 clusters Score -4486222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -4462067.500000 Penalty: 5196.930176
	Iteration 0F: 3 clusters Score -4462068 nChanged 16203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -4470741.000000 Penalty: 5196.930176
	Iteration 1F: 3 clusters Score -4470741 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -4471141.000000 Penalty: 5196.930176
	Iteration 2Q: 3 clusters Score -4471141 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -4471521.500000 Penalty: 5196.930176
	Iteration 3Q: 3 clusters Score -4471522 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -4471948.500000 Penalty: 5196.930176
	Iteration 4Q: 3 clusters Score -4471948 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -4472439.000000 Penalty: 5196.930176
	Iteration 5Q: 3 clusters Score -4472439 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -4473121.500000 Penalty: 5196.930176
	Iteration 6Q: 3 clusters Score -4473122 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -4474191.500000 Penalty: 5196.930176
	Iteration 7F: 3 clusters Score -4474192 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -4475808.500000 Penalty: 5196.930176
	Iteration 8F: 3 clusters Score -4475808 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29040 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -4478035.000000 Penalty: 5196.930176
	Iteration 9F: 3 clusters Score -4478035 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31572 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -4480358.500000 Penalty: 5196.930176
	Iteration 10F: 3 clusters Score -4480358 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -4482190.000000 Penalty: 5196.930176
	Iteration 11F: 3 clusters Score -4482190 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34506 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -4483164.500000 Penalty: 5196.930176
	Iteration 12Q: 3 clusters Score -4483164 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34935 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -4483604.500000 Penalty: 5196.930176
	Iteration 13Q: 3 clusters Score -4483604 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35097 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -4483793.500000 Penalty: 5196.930176
	Iteration 14Q: 3 clusters Score -4483794 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35150 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4483869.500000 Penalty: 5196.930176
	Iteration 15Q: 3 clusters Score -4483870 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35176 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4483914.000000 Penalty: 5196.930176
	Iteration 16Q: 3 clusters Score -4483914 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35188 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4483941.000000 Penalty: 5196.930176
	Iteration 17Q: 3 clusters Score -4483941 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4483972.500000 Penalty: 5196.930176
	Iteration 18Q: 3 clusters Score -4483972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35211 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4483984.000000 Penalty: 5196.930176
	Iteration 19Q: 3 clusters Score -4483984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35221 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4484010.500000 Penalty: 5196.930176
	Iteration 20F: 3 clusters Score -4484010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4484020.000000 Penalty: 5196.930176
	Iteration 21Q: 3 clusters Score -4484020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4484025.000000 Penalty: 5196.930176
	Iteration 22Q: 3 clusters Score -4484025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35225 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4484025.000000 Penalty: 5196.930176
	Iteration 23Q: 3 clusters Score -4484025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4484033.500000 Penalty: 5196.930176
	Iteration 24Q: 3 clusters Score -4484034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35232 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4484039.500000 Penalty: 5196.930176
	Iteration 25Q: 3 clusters Score -4484040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35234 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4484043.000000 Penalty: 5196.930176
	Iteration 26Q: 3 clusters Score -4484043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35237 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -4484051.000000 Penalty: 5196.930176
	Iteration 27Q: 3 clusters Score -4484051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -4484060.500000 Penalty: 5196.930176
	Iteration 28Q: 3 clusters Score -4484060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4484059.500000 Penalty: 5196.930176
	Iteration 29Q: 3 clusters Score -4484060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -4484059.500000 Penalty: 5196.930176
	Iteration 30F: 3 clusters Score -4484060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Entering Unmasked Estep 
Score: -762954.312500 Penalty: 2159.045166
	Iteration 0F: 2 clusters Score -762954.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -757781.625000 Penalty: 4318.090332
	Iteration 0F: 3 clusters Score -757781.6 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -759057.750000 Penalty: 4318.090332
	Iteration 1F: 3 clusters Score -759057.8 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -759262.875000 Penalty: 4318.090332
	Iteration 2F: 3 clusters Score -759262.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -759385.125000 Penalty: 4318.090332
	Iteration 3Q: 3 clusters Score -759385.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -759476.750000 Penalty: 4318.090332
	Iteration 4Q: 3 clusters Score -759476.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -759548.062500 Penalty: 4318.090332
	Iteration 5Q: 3 clusters Score -759548.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -759610.250000 Penalty: 4318.090332
	Iteration 6Q: 3 clusters Score -759610.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -759675.250000 Penalty: 4318.090332
	Iteration 7Q: 3 clusters Score -759675.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -759745.375000 Penalty: 4318.090332
	Iteration 8Q: 3 clusters Score -759745.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -759812.437500 Penalty: 4318.090332
	Iteration 9Q: 3 clusters Score -759812.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -759876.687500 Penalty: 4318.090332
	Iteration 10Q: 3 clusters Score -759876.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -759950.687500 Penalty: 4318.090332
	Iteration 11Q: 3 clusters Score -759950.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -760048.437500 Penalty: 4318.090332
	Iteration 12Q: 3 clusters Score -760048.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -760154.125000 Penalty: 4318.090332
	Iteration 13Q: 3 clusters Score -760154.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -760252.375000 Penalty: 4318.090332
	Iteration 14Q: 3 clusters Score -760252.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -760360.500000 Penalty: 4318.090332
	Iteration 15Q: 3 clusters Score -760360.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -760465.750000 Penalty: 4318.090332
	Iteration 16Q: 3 clusters Score -760465.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -760564.687500 Penalty: 4318.090332
	Iteration 17Q: 3 clusters Score -760564.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -760664.375000 Penalty: 4318.090332
	Iteration 18Q: 3 clusters Score -760664.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -760764.500000 Penalty: 4318.090332
	Iteration 19Q: 3 clusters Score -760764.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -760848.687500 Penalty: 4318.090332
	Iteration 20F: 3 clusters Score -760848.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -760914.187500 Penalty: 4318.090332
	Iteration 21Q: 3 clusters Score -760914.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -760965.750000 Penalty: 4318.090332
	Iteration 22Q: 3 clusters Score -760965.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -761003.750000 Penalty: 4318.090332
	Iteration 23Q: 3 clusters Score -761003.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -761032.187500 Penalty: 4318.090332
	Iteration 24Q: 3 clusters Score -761032.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -761054.937500 Penalty: 4318.090332
	Iteration 25Q: 3 clusters Score -761054.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -761066.375000 Penalty: 4318.090332
	Iteration 26Q: 3 clusters Score -761066.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -761077.187500 Penalty: 4318.090332
	Iteration 27Q: 3 clusters Score -761077.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -761082.312500 Penalty: 4318.090332
	Iteration 28Q: 3 clusters Score -761082.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -761089.625000 Penalty: 4318.090332
	Iteration 29Q: 3 clusters Score -761089.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -761095.500000 Penalty: 4318.090332
	Iteration 30Q: 3 clusters Score -761095.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -761102.062500 Penalty: 4318.090332
	Iteration 31Q: 3 clusters Score -761102.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -761105.937500 Penalty: 4318.090332
	Iteration 32Q: 3 clusters Score -761105.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -761105.812500 Penalty: 4318.090332
	Iteration 33Q: 3 clusters Score -761105.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -761105.812500 Penalty: 4318.090332
	Iteration 34F: 3 clusters Score -761105.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Entering Unmasked Estep 
Score: -348008.250000 Penalty: 1970.146118
	Iteration 0F: 2 clusters Score -348008.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -344845.750000 Penalty: 3940.292236
	Iteration 0F: 3 clusters Score -344845.8 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -345419.718750 Penalty: 3940.292236
	Iteration 1F: 3 clusters Score -345419.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -345571.312500 Penalty: 3940.292236
	Iteration 2F: 3 clusters Score -345571.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -345660.718750 Penalty: 3940.292236
	Iteration 3Q: 3 clusters Score -345660.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -345711.437500 Penalty: 3940.292236
	Iteration 4Q: 3 clusters Score -345711.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -345754.843750 Penalty: 3940.292236
	Iteration 5Q: 3 clusters Score -345754.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -345786.468750 Penalty: 3940.292236
	Iteration 6Q: 3 clusters Score -345786.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -345810.281250 Penalty: 3940.292236
	Iteration 7Q: 3 clusters Score -345810.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -345831.718750 Penalty: 3940.292236
	Iteration 8Q: 3 clusters Score -345831.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -345847.125000 Penalty: 3940.292236
	Iteration 9Q: 3 clusters Score -345847.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -345861.406250 Penalty: 3940.292236
	Iteration 10Q: 3 clusters Score -345861.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -345873.593750 Penalty: 3940.292236
	Iteration 11Q: 3 clusters Score -345873.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -345882.218750 Penalty: 3940.292236
	Iteration 12Q: 3 clusters Score -345882.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -345890.406250 Penalty: 3940.292236
	Iteration 13Q: 3 clusters Score -345890.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -345897.531250 Penalty: 3940.292236
	Iteration 14Q: 3 clusters Score -345897.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -345904.625000 Penalty: 3940.292236
	Iteration 15Q: 3 clusters Score -345904.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -345909.437500 Penalty: 3940.292236
	Iteration 16Q: 3 clusters Score -345909.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -345918.500000 Penalty: 3940.292236
	Iteration 17Q: 3 clusters Score -345918.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -345927.656250 Penalty: 3940.292236
	Iteration 18Q: 3 clusters Score -345927.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -345937.375000 Penalty: 3940.292236
	Iteration 19Q: 3 clusters Score -345937.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -345946.812500 Penalty: 3940.292236
	Iteration 20F: 3 clusters Score -345946.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -345958.281250 Penalty: 3940.292236
	Iteration 21Q: 3 clusters Score -345958.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -345966.343750 Penalty: 3940.292236
	Iteration 22Q: 3 clusters Score -345966.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -345975.093750 Penalty: 3940.292236
	Iteration 23Q: 3 clusters Score -345975.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -345981.125000 Penalty: 3940.292236
	Iteration 24Q: 3 clusters Score -345981.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -345988.593750 Penalty: 3940.292236
	Iteration 25Q: 3 clusters Score -345988.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -345996.125000 Penalty: 3940.292236
	Iteration 26Q: 3 clusters Score -345996.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -346003.000000 Penalty: 3940.292236
	Iteration 27Q: 3 clusters Score -346003 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -346007.750000 Penalty: 3940.292236
	Iteration 28Q: 3 clusters Score -346007.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -346010.250000 Penalty: 3940.292236
	Iteration 29Q: 3 clusters Score -346010.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -346011.781250 Penalty: 3940.292236
	Iteration 30Q: 3 clusters Score -346011.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -346014.437500 Penalty: 3940.292236
	Iteration 31Q: 3 clusters Score -346014.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -346017.593750 Penalty: 3940.292236
	Iteration 32Q: 3 clusters Score -346017.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -346022.843750 Penalty: 3940.292236
	Iteration 33Q: 3 clusters Score -346022.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -346026.187500 Penalty: 3940.292236
	Iteration 34Q: 3 clusters Score -346026.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -346027.656250 Penalty: 3940.292236
	Iteration 35Q: 3 clusters Score -346027.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -346029.187500 Penalty: 3940.292236
	Iteration 36Q: 3 clusters Score -346029.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -346030.687500 Penalty: 3940.292236
	Iteration 37Q: 3 clusters Score -346030.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -346030.375000 Penalty: 3940.292236
	Iteration 38Q: 3 clusters Score -346030.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -346030.906250 Penalty: 3940.292236
	Iteration 39Q: 3 clusters Score -346030.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -346032.687500 Penalty: 3940.292236
	Iteration 40F: 3 clusters Score -346032.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -346034.312500 Penalty: 3940.292236
	Iteration 41Q: 3 clusters Score -346034.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -346036.781250 Penalty: 3940.292236
	Iteration 42Q: 3 clusters Score -346036.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -346036.843750 Penalty: 3940.292236
	Iteration 43Q: 3 clusters Score -346036.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -346036.843750 Penalty: 3940.292236
	Iteration 44F: 3 clusters Score -346036.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (31177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Entering Unmasked Estep 
Score: -3950617.250000 Penalty: 2566.164062
	Iteration 0F: 2 clusters Score -3950617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -3929218.500000 Penalty: 5132.328125
	Iteration 0F: 3 clusters Score -3929218 nChanged 14183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 15195 members 
Entering Unmasked Estep 
Score: -3937077.500000 Penalty: 5132.328125
	Iteration 1F: 3 clusters Score -3937078 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -3937636.750000 Penalty: 5132.328125
	Iteration 2Q: 3 clusters Score -3937637 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -3938244.750000 Penalty: 5132.328125
	Iteration 3Q: 3 clusters Score -3938245 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -3938827.500000 Penalty: 5132.328125
	Iteration 4Q: 3 clusters Score -3938828 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -3939428.000000 Penalty: 5132.328125
	Iteration 5Q: 3 clusters Score -3939428 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -3940225.000000 Penalty: 5132.328125
	Iteration 6F: 3 clusters Score -3940225 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -3941362.250000 Penalty: 5132.328125
	Iteration 7F: 3 clusters Score -3941362 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -3942984.750000 Penalty: 5132.328125
	Iteration 8F: 3 clusters Score -3942985 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -3944926.750000 Penalty: 5132.328125
	Iteration 9F: 3 clusters Score -3944927 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -3946644.000000 Penalty: 5132.328125
	Iteration 10F: 3 clusters Score -3946644 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -3947884.250000 Penalty: 5132.328125
	Iteration 11Q: 3 clusters Score -3947884 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3948627.750000 Penalty: 5132.328125
	Iteration 12Q: 3 clusters Score -3948628 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3948992.500000 Penalty: 5132.328125
	Iteration 13Q: 3 clusters Score -3948992 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3949170.000000 Penalty: 5132.328125
	Iteration 14Q: 3 clusters Score -3949170 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3949276.750000 Penalty: 5132.328125
	Iteration 15Q: 3 clusters Score -3949277 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30134 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -3949336.000000 Penalty: 5132.328125
	Iteration 16Q: 3 clusters Score -3949336 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30176 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3949368.000000 Penalty: 5132.328125
	Iteration 17Q: 3 clusters Score -3949368 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -3949389.750000 Penalty: 5132.328125
	Iteration 18Q: 3 clusters Score -3949390 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30243 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -3949422.750000 Penalty: 5132.328125
	Iteration 19Q: 3 clusters Score -3949423 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30269 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3949434.500000 Penalty: 5132.328125
	Iteration 20F: 3 clusters Score -3949434 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -3949448.250000 Penalty: 5132.328125
	Iteration 21Q: 3 clusters Score -3949448 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -3949459.750000 Penalty: 5132.328125
	Iteration 22Q: 3 clusters Score -3949460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -3949465.750000 Penalty: 5132.328125
	Iteration 23Q: 3 clusters Score -3949466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3949474.000000 Penalty: 5132.328125
	Iteration 24Q: 3 clusters Score -3949474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3949481.000000 Penalty: 5132.328125
	Iteration 25Q: 3 clusters Score -3949481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3949485.500000 Penalty: 5132.328125
	Iteration 26Q: 3 clusters Score -3949486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3949486.000000 Penalty: 5132.328125
	Iteration 27Q: 3 clusters Score -3949486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3949489.000000 Penalty: 5132.328125
	Iteration 28Q: 3 clusters Score -3949489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3949489.250000 Penalty: 5132.328125
	Iteration 29Q: 3 clusters Score -3949489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30352 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3949492.250000 Penalty: 5132.328125
	Iteration 30Q: 3 clusters Score -3949492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3949489.500000 Penalty: 5132.328125
	Iteration 31Q: 3 clusters Score -3949490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3949494.750000 Penalty: 5132.328125
	Iteration 32Q: 3 clusters Score -3949495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3949494.000000 Penalty: 5132.328125
	Iteration 33Q: 3 clusters Score -3949494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30353 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3949494.000000 Penalty: 5132.328125
	Iteration 34F: 3 clusters Score -3949494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (28062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Entering Unmasked Estep 
Score: -3522898.500000 Penalty: 2540.058594
	Iteration 0F: 2 clusters Score -3522898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -3503570.500000 Penalty: 5080.117188
	Iteration 0F: 3 clusters Score -3503570 nChanged 12567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -3510416.750000 Penalty: 5080.117188
	Iteration 1F: 3 clusters Score -3510417 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 16304 members 
Entering Unmasked Estep 
Score: -3511060.250000 Penalty: 5080.117188
	Iteration 2F: 3 clusters Score -3511060 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -3511801.000000 Penalty: 5080.117188
	Iteration 3F: 3 clusters Score -3511801 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -3512840.250000 Penalty: 5080.117188
	Iteration 4F: 3 clusters Score -3512840 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -3514280.750000 Penalty: 5080.117188
	Iteration 5F: 3 clusters Score -3514281 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -3516069.500000 Penalty: 5080.117188
	Iteration 6F: 3 clusters Score -3516070 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 24904 members 
Entering Unmasked Estep 
Score: -3517897.000000 Penalty: 5080.117188
	Iteration 7F: 3 clusters Score -3517897 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -3519270.500000 Penalty: 5080.117188
	Iteration 8Q: 3 clusters Score -3519270 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -3520023.750000 Penalty: 5080.117188
	Iteration 9Q: 3 clusters Score -3520024 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -3520365.500000 Penalty: 5080.117188
	Iteration 10Q: 3 clusters Score -3520366 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -3520494.000000 Penalty: 5080.117188
	Iteration 11Q: 3 clusters Score -3520494 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -3520583.500000 Penalty: 5080.117188
	Iteration 12Q: 3 clusters Score -3520584 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -3520628.250000 Penalty: 5080.117188
	Iteration 13Q: 3 clusters Score -3520628 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 27663 members 
Entering Unmasked Estep 
Score: -3520662.750000 Penalty: 5080.117188
	Iteration 14Q: 3 clusters Score -3520663 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 27674 members 
Entering Unmasked Estep 
Score: -3520694.250000 Penalty: 5080.117188
	Iteration 15Q: 3 clusters Score -3520694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -3520702.250000 Penalty: 5080.117188
	Iteration 16Q: 3 clusters Score -3520702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -3520715.250000 Penalty: 5080.117188
	Iteration 17Q: 3 clusters Score -3520715 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -3520726.000000 Penalty: 5080.117188
	Iteration 18Q: 3 clusters Score -3520726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -3520730.500000 Penalty: 5080.117188
	Iteration 19Q: 3 clusters Score -3520730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -3520739.750000 Penalty: 5080.117188
	Iteration 20F: 3 clusters Score -3520740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -3520751.500000 Penalty: 5080.117188
	Iteration 21Q: 3 clusters Score -3520752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -3520754.750000 Penalty: 5080.117188
	Iteration 22Q: 3 clusters Score -3520755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -3520757.500000 Penalty: 5080.117188
	Iteration 23Q: 3 clusters Score -3520758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -3520759.000000 Penalty: 5080.117188
	Iteration 24Q: 3 clusters Score -3520759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -3520762.250000 Penalty: 5080.117188
	Iteration 25Q: 3 clusters Score -3520762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 27721 members 
Entering Unmasked Estep 
Score: -3520761.500000 Penalty: 5080.117188
	Iteration 26Q: 3 clusters Score -3520762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 27721 members 
Entering Unmasked Estep 
Score: -3520761.500000 Penalty: 5080.117188
	Iteration 27F: 3 clusters Score -3520762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Entering Unmasked Estep 
Score: -827491.937500 Penalty: 2178.510254
	Iteration 0F: 2 clusters Score -827491.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -821970.187500 Penalty: 4357.020508
	Iteration 0F: 3 clusters Score -821970.2 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -823384.312500 Penalty: 4357.020508
	Iteration 1F: 3 clusters Score -823384.3 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -823597.937500 Penalty: 4357.020508
	Iteration 2F: 3 clusters Score -823597.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -823722.375000 Penalty: 4357.020508
	Iteration 3Q: 3 clusters Score -823722.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -823809.937500 Penalty: 4357.020508
	Iteration 4Q: 3 clusters Score -823809.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -823862.062500 Penalty: 4357.020508
	Iteration 5Q: 3 clusters Score -823862.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -823905.062500 Penalty: 4357.020508
	Iteration 6Q: 3 clusters Score -823905.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -823940.500000 Penalty: 4357.020508
	Iteration 7Q: 3 clusters Score -823940.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -823981.937500 Penalty: 4357.020508
	Iteration 8Q: 3 clusters Score -823981.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -824016.500000 Penalty: 4357.020508
	Iteration 9Q: 3 clusters Score -824016.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -824045.250000 Penalty: 4357.020508
	Iteration 10Q: 3 clusters Score -824045.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -824067.187500 Penalty: 4357.020508
	Iteration 11Q: 3 clusters Score -824067.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -824090.750000 Penalty: 4357.020508
	Iteration 12Q: 3 clusters Score -824090.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -824103.812500 Penalty: 4357.020508
	Iteration 13Q: 3 clusters Score -824103.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -824118.750000 Penalty: 4357.020508
	Iteration 14Q: 3 clusters Score -824118.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -824134.937500 Penalty: 4357.020508
	Iteration 15Q: 3 clusters Score -824134.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -824148.937500 Penalty: 4357.020508
	Iteration 16Q: 3 clusters Score -824148.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -824162.625000 Penalty: 4357.020508
	Iteration 17Q: 3 clusters Score -824162.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -824178.625000 Penalty: 4357.020508
	Iteration 18Q: 3 clusters Score -824178.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -824191.000000 Penalty: 4357.020508
	Iteration 19Q: 3 clusters Score -824191 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -824198.125000 Penalty: 4357.020508
	Iteration 20F: 3 clusters Score -824198.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -824204.187500 Penalty: 4357.020508
	Iteration 21Q: 3 clusters Score -824204.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -824209.937500 Penalty: 4357.020508
	Iteration 22Q: 3 clusters Score -824209.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -824215.125000 Penalty: 4357.020508
	Iteration 23Q: 3 clusters Score -824215.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -824220.562500 Penalty: 4357.020508
	Iteration 24Q: 3 clusters Score -824220.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -824225.625000 Penalty: 4357.020508
	Iteration 25Q: 3 clusters Score -824225.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -824228.062500 Penalty: 4357.020508
	Iteration 26Q: 3 clusters Score -824228.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -824230.750000 Penalty: 4357.020508
	Iteration 27Q: 3 clusters Score -824230.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -824235.437500 Penalty: 4357.020508
	Iteration 28Q: 3 clusters Score -824235.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -824237.562500 Penalty: 4357.020508
	Iteration 29Q: 3 clusters Score -824237.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -824240.375000 Penalty: 4357.020508
	Iteration 30Q: 3 clusters Score -824240.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -824241.875000 Penalty: 4357.020508
	Iteration 31Q: 3 clusters Score -824241.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -824244.375000 Penalty: 4357.020508
	Iteration 32Q: 3 clusters Score -824244.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -824244.625000 Penalty: 4357.020508
	Iteration 33Q: 3 clusters Score -824244.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -824245.625000 Penalty: 4357.020508
	Iteration 34Q: 3 clusters Score -824245.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -824248.437500 Penalty: 4357.020508
	Iteration 35Q: 3 clusters Score -824248.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -824252.062500 Penalty: 4357.020508
	Iteration 36Q: 3 clusters Score -824252.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -824255.750000 Penalty: 4357.020508
	Iteration 37Q: 3 clusters Score -824255.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -824255.250000 Penalty: 4357.020508
	Iteration 38Q: 3 clusters Score -824255.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -824258.875000 Penalty: 4357.020508
	Iteration 39Q: 3 clusters Score -824258.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -824259.687500 Penalty: 4357.020508
	Iteration 40F: 3 clusters Score -824259.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -824264.312500 Penalty: 4357.020508
	Iteration 41Q: 3 clusters Score -824264.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -824268.562500 Penalty: 4357.020508
	Iteration 42Q: 3 clusters Score -824268.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -824273.562500 Penalty: 4357.020508
	Iteration 43Q: 3 clusters Score -824273.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -824278.937500 Penalty: 4357.020508
	Iteration 44Q: 3 clusters Score -824278.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -824284.312500 Penalty: 4357.020508
	Iteration 45Q: 3 clusters Score -824284.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -824287.625000 Penalty: 4357.020508
	Iteration 46Q: 3 clusters Score -824287.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -824292.000000 Penalty: 4357.020508
	Iteration 47Q: 3 clusters Score -824292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -824295.562500 Penalty: 4357.020508
	Iteration 48Q: 3 clusters Score -824295.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -824299.562500 Penalty: 4357.020508
	Iteration 49Q: 3 clusters Score -824299.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -824303.812500 Penalty: 4357.020508
	Iteration 50Q: 3 clusters Score -824303.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -824306.312500 Penalty: 4357.020508
	Iteration 51Q: 3 clusters Score -824306.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -824313.375000 Penalty: 4357.020508
	Iteration 52Q: 3 clusters Score -824313.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -824317.812500 Penalty: 4357.020508
	Iteration 53Q: 3 clusters Score -824317.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -824323.875000 Penalty: 4357.020508
	Iteration 54Q: 3 clusters Score -824323.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -824329.875000 Penalty: 4357.020508
	Iteration 55Q: 3 clusters Score -824329.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -824336.750000 Penalty: 4357.020508
	Iteration 56Q: 3 clusters Score -824336.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -824343.250000 Penalty: 4357.020508
	Iteration 57Q: 3 clusters Score -824343.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -824350.937500 Penalty: 4357.020508
	Iteration 58Q: 3 clusters Score -824350.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -824359.625000 Penalty: 4357.020508
	Iteration 59Q: 3 clusters Score -824359.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -824371.000000 Penalty: 4357.020508
	Iteration 60F: 3 clusters Score -824371 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -824380.062500 Penalty: 4357.020508
	Iteration 61Q: 3 clusters Score -824380.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -824389.687500 Penalty: 4357.020508
	Iteration 62Q: 3 clusters Score -824389.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -824395.687500 Penalty: 4357.020508
	Iteration 63Q: 3 clusters Score -824395.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -824401.687500 Penalty: 4357.020508
	Iteration 64Q: 3 clusters Score -824401.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -824408.000000 Penalty: 4357.020508
	Iteration 65Q: 3 clusters Score -824408 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -824421.250000 Penalty: 4357.020508
	Iteration 66Q: 3 clusters Score -824421.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -824434.125000 Penalty: 4357.020508
	Iteration 67Q: 3 clusters Score -824434.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -824447.125000 Penalty: 4357.020508
	Iteration 68Q: 3 clusters Score -824447.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -824459.875000 Penalty: 4357.020508
	Iteration 69Q: 3 clusters Score -824459.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -824475.687500 Penalty: 4357.020508
	Iteration 70Q: 3 clusters Score -824475.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -824497.687500 Penalty: 4357.020508
	Iteration 71Q: 3 clusters Score -824497.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -824530.625000 Penalty: 4357.020508
	Iteration 72Q: 3 clusters Score -824530.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -824576.187500 Penalty: 4357.020508
	Iteration 73Q: 3 clusters Score -824576.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -824635.937500 Penalty: 4357.020508
	Iteration 74Q: 3 clusters Score -824635.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -824695.000000 Penalty: 4357.020508
	Iteration 75Q: 3 clusters Score -824695 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -824757.500000 Penalty: 4357.020508
	Iteration 76Q: 3 clusters Score -824757.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -824836.937500 Penalty: 4357.020508
	Iteration 77Q: 3 clusters Score -824836.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -824911.375000 Penalty: 4357.020508
	Iteration 78Q: 3 clusters Score -824911.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -824991.250000 Penalty: 4357.020508
	Iteration 79Q: 3 clusters Score -824991.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -825064.812500 Penalty: 4357.020508
	Iteration 80F: 3 clusters Score -825064.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -825137.250000 Penalty: 4357.020508
	Iteration 81Q: 3 clusters Score -825137.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -825212.937500 Penalty: 4357.020508
	Iteration 82Q: 3 clusters Score -825212.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -825280.437500 Penalty: 4357.020508
	Iteration 83Q: 3 clusters Score -825280.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -825340.937500 Penalty: 4357.020508
	Iteration 84Q: 3 clusters Score -825340.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -825398.250000 Penalty: 4357.020508
	Iteration 85Q: 3 clusters Score -825398.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -825446.125000 Penalty: 4357.020508
	Iteration 86Q: 3 clusters Score -825446.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -825491.187500 Penalty: 4357.020508
	Iteration 87Q: 3 clusters Score -825491.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -825519.937500 Penalty: 4357.020508
	Iteration 88Q: 3 clusters Score -825519.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -825539.437500 Penalty: 4357.020508
	Iteration 89Q: 3 clusters Score -825539.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -825563.625000 Penalty: 4357.020508
	Iteration 90Q: 3 clusters Score -825563.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -825583.000000 Penalty: 4357.020508
	Iteration 91Q: 3 clusters Score -825583 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -825600.125000 Penalty: 4357.020508
	Iteration 92Q: 3 clusters Score -825600.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -825611.875000 Penalty: 4357.020508
	Iteration 93Q: 3 clusters Score -825611.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -825626.312500 Penalty: 4357.020508
	Iteration 94Q: 3 clusters Score -825626.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -825633.750000 Penalty: 4357.020508
	Iteration 95Q: 3 clusters Score -825633.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -825640.625000 Penalty: 4357.020508
	Iteration 96Q: 3 clusters Score -825640.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -825644.062500 Penalty: 4357.020508
	Iteration 97Q: 3 clusters Score -825644.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -825646.375000 Penalty: 4357.020508
	Iteration 98Q: 3 clusters Score -825646.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -825647.812500 Penalty: 4357.020508
	Iteration 99Q: 3 clusters Score -825647.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -825649.250000 Penalty: 4357.020508
	Iteration 100F: 3 clusters Score -825649.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (94589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94589 members 
Entering Unmasked Estep 
Score: -11887475.000000 Penalty: 2841.409424
	Iteration 0F: 2 clusters Score -1.188748e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47136 members 
Mstep: Class 2 contains 47453 members 
Entering Unmasked Estep 
Score: -11824032.000000 Penalty: 5682.818848
	Iteration 0F: 3 clusters Score -1.182403e+07 nChanged 44664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44162 members 
Mstep: Class 2 contains 50427 members 
Entering Unmasked Estep 
Score: -11850415.000000 Penalty: 5682.818848
	Iteration 1F: 3 clusters Score -1.185042e+07 nChanged 4161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42361 members 
Mstep: Class 2 contains 52228 members 
Entering Unmasked Estep 
Score: -11852006.000000 Penalty: 5682.818848
	Iteration 2Q: 3 clusters Score -1.185201e+07 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39830 members 
Mstep: Class 2 contains 54759 members 
Entering Unmasked Estep 
Score: -11854316.000000 Penalty: 5682.818848
	Iteration 3F: 3 clusters Score -1.185432e+07 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 58172 members 
Entering Unmasked Estep 
Score: -11857947.000000 Penalty: 5682.818848
	Iteration 4F: 3 clusters Score -1.185795e+07 nChanged 6934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32189 members 
Mstep: Class 2 contains 62400 members 
Entering Unmasked Estep 
Score: -11863476.000000 Penalty: 5682.818848
	Iteration 5F: 3 clusters Score -1.186348e+07 nChanged 7434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27833 members 
Mstep: Class 2 contains 66756 members 
Entering Unmasked Estep 
Score: -11870507.000000 Penalty: 5682.818848
	Iteration 6F: 3 clusters Score -1.187051e+07 nChanged 6493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 69893 members 
Entering Unmasked Estep 
Score: -11877946.000000 Penalty: 5682.818848
	Iteration 7F: 3 clusters Score -1.187795e+07 nChanged 4893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 71156 members 
Entering Unmasked Estep 
Score: -11883243.000000 Penalty: 5682.818848
	Iteration 8F: 3 clusters Score -1.188324e+07 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 71625 members 
Entering Unmasked Estep 
Score: -11885450.000000 Penalty: 5682.818848
	Iteration 9Q: 3 clusters Score -1.188545e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 72024 members 
Entering Unmasked Estep 
Score: -11886106.000000 Penalty: 5682.818848
	Iteration 10Q: 3 clusters Score -1.188611e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 72334 members 
Entering Unmasked Estep 
Score: -11886271.000000 Penalty: 5682.818848
	Iteration 11Q: 3 clusters Score -1.188627e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 72621 members 
Entering Unmasked Estep 
Score: -11886425.000000 Penalty: 5682.818848
	Iteration 12Q: 3 clusters Score -1.188642e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 72920 members 
Entering Unmasked Estep 
Score: -11886485.000000 Penalty: 5682.818848
	Iteration 13Q: 3 clusters Score -1.188648e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 73144 members 
Entering Unmasked Estep 
Score: -11886505.000000 Penalty: 5682.818848
	Iteration 14Q: 3 clusters Score -1.18865e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 73323 members 
Entering Unmasked Estep 
Score: -11886538.000000 Penalty: 5682.818848
	Iteration 15Q: 3 clusters Score -1.188654e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 73481 members 
Entering Unmasked Estep 
Score: -11886594.000000 Penalty: 5682.818848
	Iteration 16Q: 3 clusters Score -1.188659e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 73589 members 
Entering Unmasked Estep 
Score: -11886613.000000 Penalty: 5682.818848
	Iteration 17Q: 3 clusters Score -1.188661e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 73690 members 
Entering Unmasked Estep 
Score: -11886623.000000 Penalty: 5682.818848
	Iteration 18Q: 3 clusters Score -1.188662e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 73771 members 
Entering Unmasked Estep 
Score: -11886638.000000 Penalty: 5682.818848
	Iteration 19Q: 3 clusters Score -1.188664e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 73837 members 
Entering Unmasked Estep 
Score: -11886620.000000 Penalty: 5682.818848
	Iteration 20F: 3 clusters Score -1.188662e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 73893 members 
Entering Unmasked Estep 
Score: -11886649.000000 Penalty: 5682.818848
	Iteration 21Q: 3 clusters Score -1.188665e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 73946 members 
Entering Unmasked Estep 
Score: -11886630.000000 Penalty: 5682.818848
	Iteration 22Q: 3 clusters Score -1.188663e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 73994 members 
Entering Unmasked Estep 
Score: -11886609.000000 Penalty: 5682.818848
	Iteration 23Q: 3 clusters Score -1.188661e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 74043 members 
Entering Unmasked Estep 
Score: -11886602.000000 Penalty: 5682.818848
	Iteration 24Q: 3 clusters Score -1.18866e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 74116 members 
Entering Unmasked Estep 
Score: -11886602.000000 Penalty: 5682.818848
	Iteration 25Q: 3 clusters Score -1.18866e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 74163 members 
Entering Unmasked Estep 
Score: -11886603.000000 Penalty: 5682.818848
	Iteration 26Q: 3 clusters Score -1.18866e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 74205 members 
Entering Unmasked Estep 
Score: -11886580.000000 Penalty: 5682.818848
	Iteration 27Q: 3 clusters Score -1.188658e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 74240 members 
Entering Unmasked Estep 
Score: -11886571.000000 Penalty: 5682.818848
	Iteration 28Q: 3 clusters Score -1.188657e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 74276 members 
Entering Unmasked Estep 
Score: -11886565.000000 Penalty: 5682.818848
	Iteration 29Q: 3 clusters Score -1.188656e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 74306 members 
Entering Unmasked Estep 
Score: -11886575.000000 Penalty: 5682.818848
	Iteration 30Q: 3 clusters Score -1.188658e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 74335 members 
Entering Unmasked Estep 
Score: -11886567.000000 Penalty: 5682.818848
	Iteration 31Q: 3 clusters Score -1.188657e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 74368 members 
Entering Unmasked Estep 
Score: -11886573.000000 Penalty: 5682.818848
	Iteration 32Q: 3 clusters Score -1.188657e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20192 members 
Mstep: Class 2 contains 74397 members 
Entering Unmasked Estep 
Score: -11886583.000000 Penalty: 5682.818848
	Iteration 33Q: 3 clusters Score -1.188658e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 74418 members 
Entering Unmasked Estep 
Score: -11886598.000000 Penalty: 5682.818848
	Iteration 34Q: 3 clusters Score -1.18866e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 74438 members 
Entering Unmasked Estep 
Score: -11886591.000000 Penalty: 5682.818848
	Iteration 35Q: 3 clusters Score -1.188659e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 74460 members 
Entering Unmasked Estep 
Score: -11886592.000000 Penalty: 5682.818848
	Iteration 36Q: 3 clusters Score -1.188659e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 74478 members 
Entering Unmasked Estep 
Score: -11886586.000000 Penalty: 5682.818848
	Iteration 37Q: 3 clusters Score -1.188659e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 74490 members 
Entering Unmasked Estep 
Score: -11886586.000000 Penalty: 5682.818848
	Iteration 38Q: 3 clusters Score -1.188659e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 74507 members 
Entering Unmasked Estep 
Score: -11886582.000000 Penalty: 5682.818848
	Iteration 39Q: 3 clusters Score -1.188658e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 74521 members 
Entering Unmasked Estep 
Score: -11886588.000000 Penalty: 5682.818848
	Iteration 40F: 3 clusters Score -1.188659e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 74535 members 
Entering Unmasked Estep 
Score: -11886577.000000 Penalty: 5682.818848
	Iteration 41Q: 3 clusters Score -1.188658e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 74548 members 
Entering Unmasked Estep 
Score: -11886567.000000 Penalty: 5682.818848
	Iteration 42Q: 3 clusters Score -1.188657e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 74561 members 
Entering Unmasked Estep 
Score: -11886568.000000 Penalty: 5682.818848
	Iteration 43Q: 3 clusters Score -1.188657e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 74569 members 
Entering Unmasked Estep 
Score: -11886569.000000 Penalty: 5682.818848
	Iteration 44Q: 3 clusters Score -1.188657e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 74574 members 
Entering Unmasked Estep 
Score: -11886581.000000 Penalty: 5682.818848
	Iteration 45Q: 3 clusters Score -1.188658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 74577 members 
Entering Unmasked Estep 
Score: -11886586.000000 Penalty: 5682.818848
	Iteration 46Q: 3 clusters Score -1.188659e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 74579 members 
Entering Unmasked Estep 
Score: -11886578.000000 Penalty: 5682.818848
	Iteration 47Q: 3 clusters Score -1.188658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 74580 members 
Entering Unmasked Estep 
Score: -11886583.000000 Penalty: 5682.818848
	Iteration 48Q: 3 clusters Score -1.188658e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 74580 members 
Entering Unmasked Estep 
Score: -11886583.000000 Penalty: 5682.818848
	Iteration 49F: 3 clusters Score -1.188658e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Entering Unmasked Estep 
Score: -1846185.250000 Penalty: 2379.895020
	Iteration 0F: 2 clusters Score -1846185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -1835487.500000 Penalty: 4759.790039
	Iteration 0F: 3 clusters Score -1835488 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1838842.875000 Penalty: 4759.790039
	Iteration 1F: 3 clusters Score -1838843 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1839282.750000 Penalty: 4759.790039
	Iteration 2F: 3 clusters Score -1839283 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1839775.125000 Penalty: 4759.790039
	Iteration 3F: 3 clusters Score -1839775 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1840375.500000 Penalty: 4759.790039
	Iteration 4F: 3 clusters Score -1840376 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1841080.500000 Penalty: 4759.790039
	Iteration 5F: 3 clusters Score -1841080 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1841882.250000 Penalty: 4759.790039
	Iteration 6F: 3 clusters Score -1841882 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1842655.625000 Penalty: 4759.790039
	Iteration 7F: 3 clusters Score -1842656 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1843259.125000 Penalty: 4759.790039
	Iteration 8Q: 3 clusters Score -1843259 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1843659.250000 Penalty: 4759.790039
	Iteration 9Q: 3 clusters Score -1843659 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1843947.875000 Penalty: 4759.790039
	Iteration 10Q: 3 clusters Score -1843948 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1844118.500000 Penalty: 4759.790039
	Iteration 11Q: 3 clusters Score -1844118 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1844222.875000 Penalty: 4759.790039
	Iteration 12Q: 3 clusters Score -1844223 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1844261.250000 Penalty: 4759.790039
	Iteration 13Q: 3 clusters Score -1844261 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1844294.375000 Penalty: 4759.790039
	Iteration 14Q: 3 clusters Score -1844294 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1844320.125000 Penalty: 4759.790039
	Iteration 15Q: 3 clusters Score -1844320 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1844340.750000 Penalty: 4759.790039
	Iteration 16Q: 3 clusters Score -1844341 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -1844360.250000 Penalty: 4759.790039
	Iteration 17Q: 3 clusters Score -1844360 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1844376.125000 Penalty: 4759.790039
	Iteration 18Q: 3 clusters Score -1844376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1844386.125000 Penalty: 4759.790039
	Iteration 19Q: 3 clusters Score -1844386 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1844401.500000 Penalty: 4759.790039
	Iteration 20F: 3 clusters Score -1844402 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -1844415.000000 Penalty: 4759.790039
	Iteration 21Q: 3 clusters Score -1844415 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1844426.500000 Penalty: 4759.790039
	Iteration 22Q: 3 clusters Score -1844426 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1844437.000000 Penalty: 4759.790039
	Iteration 23Q: 3 clusters Score -1844437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1844443.500000 Penalty: 4759.790039
	Iteration 24Q: 3 clusters Score -1844444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1844445.125000 Penalty: 4759.790039
	Iteration 25Q: 3 clusters Score -1844445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1844450.375000 Penalty: 4759.790039
	Iteration 26Q: 3 clusters Score -1844450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13813 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1844459.500000 Penalty: 4759.790039
	Iteration 27Q: 3 clusters Score -1844460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1844461.875000 Penalty: 4759.790039
	Iteration 28Q: 3 clusters Score -1844462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1844463.375000 Penalty: 4759.790039
	Iteration 29Q: 3 clusters Score -1844463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1844467.000000 Penalty: 4759.790039
	Iteration 30Q: 3 clusters Score -1844467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1844470.125000 Penalty: 4759.790039
	Iteration 31Q: 3 clusters Score -1844470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1844471.625000 Penalty: 4759.790039
	Iteration 32Q: 3 clusters Score -1844472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1844472.750000 Penalty: 4759.790039
	Iteration 33Q: 3 clusters Score -1844473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1844476.250000 Penalty: 4759.790039
	Iteration 34Q: 3 clusters Score -1844476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1844477.750000 Penalty: 4759.790039
	Iteration 35Q: 3 clusters Score -1844478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1844474.375000 Penalty: 4759.790039
	Iteration 36Q: 3 clusters Score -1844474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1844474.375000 Penalty: 4759.790039
	Iteration 37F: 3 clusters Score -1844474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Entering Unmasked Estep 
Score: -491843.406250 Penalty: 2070.143555
	Iteration 0F: 2 clusters Score -491843.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -487868.187500 Penalty: 4140.287109
	Iteration 0F: 3 clusters Score -487868.2 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -488947.281250 Penalty: 4140.287109
	Iteration 1F: 3 clusters Score -488947.3 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -489303.375000 Penalty: 4140.287109
	Iteration 2F: 3 clusters Score -489303.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -489533.437500 Penalty: 4140.287109
	Iteration 3F: 3 clusters Score -489533.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -489720.125000 Penalty: 4140.287109
	Iteration 4F: 3 clusters Score -489720.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -489872.187500 Penalty: 4140.287109
	Iteration 5Q: 3 clusters Score -489872.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -490007.906250 Penalty: 4140.287109
	Iteration 6Q: 3 clusters Score -490007.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -490144.687500 Penalty: 4140.287109
	Iteration 7Q: 3 clusters Score -490144.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -490279.093750 Penalty: 4140.287109
	Iteration 8Q: 3 clusters Score -490279.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -490441.062500 Penalty: 4140.287109
	Iteration 9Q: 3 clusters Score -490441.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -490575.406250 Penalty: 4140.287109
	Iteration 10Q: 3 clusters Score -490575.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -490676.062500 Penalty: 4140.287109
	Iteration 11Q: 3 clusters Score -490676.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -490801.437500 Penalty: 4140.287109
	Iteration 12Q: 3 clusters Score -490801.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -490864.906250 Penalty: 4140.287109
	Iteration 13Q: 3 clusters Score -490864.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -490902.000000 Penalty: 4140.287109
	Iteration 14Q: 3 clusters Score -490902 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -490928.656250 Penalty: 4140.287109
	Iteration 15Q: 3 clusters Score -490928.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -490955.781250 Penalty: 4140.287109
	Iteration 16Q: 3 clusters Score -490955.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -490971.343750 Penalty: 4140.287109
	Iteration 17Q: 3 clusters Score -490971.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -490982.687500 Penalty: 4140.287109
	Iteration 18Q: 3 clusters Score -490982.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -490988.812500 Penalty: 4140.287109
	Iteration 19Q: 3 clusters Score -490988.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -490994.625000 Penalty: 4140.287109
	Iteration 20F: 3 clusters Score -490994.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -491000.093750 Penalty: 4140.287109
	Iteration 21Q: 3 clusters Score -491000.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -491003.500000 Penalty: 4140.287109
	Iteration 22Q: 3 clusters Score -491003.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -491005.531250 Penalty: 4140.287109
	Iteration 23Q: 3 clusters Score -491005.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -491007.062500 Penalty: 4140.287109
	Iteration 24Q: 3 clusters Score -491007.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -491007.062500 Penalty: 4140.287109
	Iteration 25Q: 3 clusters Score -491007.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -491007.062500 Penalty: 4140.287109
	Iteration 26F: 3 clusters Score -491007.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (262549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262549 members 
Entering Unmasked Estep 
Score: -32577004.000000 Penalty: 3094.592041
	Iteration 0F: 2 clusters Score -3.2577e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131344 members 
Mstep: Class 2 contains 131205 members 
Entering Unmasked Estep 
Score: -32411288.000000 Penalty: 6189.184082
	Iteration 0F: 3 clusters Score -3.241129e+07 nChanged 126841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131397 members 
Mstep: Class 2 contains 131152 members 
Entering Unmasked Estep 
Score: -32485340.000000 Penalty: 6189.184082
	Iteration 1F: 3 clusters Score -3.248534e+07 nChanged 6333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131468 members 
Mstep: Class 2 contains 131081 members 
Entering Unmasked Estep 
Score: -32486566.000000 Penalty: 6189.184082
	Iteration 2Q: 3 clusters Score -3.248657e+07 nChanged 6559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131507 members 
Mstep: Class 2 contains 131042 members 
Entering Unmasked Estep 
Score: -32487862.000000 Penalty: 6189.184082
	Iteration 3Q: 3 clusters Score -3.248786e+07 nChanged 6822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131849 members 
Mstep: Class 2 contains 130700 members 
Entering Unmasked Estep 
Score: -32489368.000000 Penalty: 6189.184082
	Iteration 4Q: 3 clusters Score -3.248937e+07 nChanged 7067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132342 members 
Mstep: Class 2 contains 130207 members 
Entering Unmasked Estep 
Score: -32490780.000000 Penalty: 6189.184082
	Iteration 5Q: 3 clusters Score -3.249078e+07 nChanged 7781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133081 members 
Mstep: Class 2 contains 129468 members 
Entering Unmasked Estep 
Score: -32492948.000000 Penalty: 6189.184082
	Iteration 6Q: 3 clusters Score -3.249295e+07 nChanged 8779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134240 members 
Mstep: Class 2 contains 128309 members 
Entering Unmasked Estep 
Score: -32495814.000000 Penalty: 6189.184082
	Iteration 7Q: 3 clusters Score -3.249581e+07 nChanged 10265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135953 members 
Mstep: Class 2 contains 126596 members 
Entering Unmasked Estep 
Score: -32499982.000000 Penalty: 6189.184082
	Iteration 8Q: 3 clusters Score -3.249998e+07 nChanged 12322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138231 members 
Mstep: Class 2 contains 124318 members 
Entering Unmasked Estep 
Score: -32506260.000000 Penalty: 6189.184082
	Iteration 9Q: 3 clusters Score -3.250626e+07 nChanged 14525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141208 members 
Mstep: Class 2 contains 121341 members 
Entering Unmasked Estep 
Score: -32514834.000000 Penalty: 6189.184082
	Iteration 10F: 3 clusters Score -3.251483e+07 nChanged 16182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144702 members 
Mstep: Class 2 contains 117847 members 
Entering Unmasked Estep 
Score: -32525988.000000 Penalty: 6189.184082
	Iteration 11F: 3 clusters Score -3.252599e+07 nChanged 16280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148058 members 
Mstep: Class 2 contains 114491 members 
Entering Unmasked Estep 
Score: -32536330.000000 Penalty: 6189.184082
	Iteration 12F: 3 clusters Score -3.253633e+07 nChanged 13606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150666 members 
Mstep: Class 2 contains 111883 members 
Entering Unmasked Estep 
Score: -32543524.000000 Penalty: 6189.184082
	Iteration 13F: 3 clusters Score -3.254352e+07 nChanged 9300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153166 members 
Mstep: Class 2 contains 109383 members 
Entering Unmasked Estep 
Score: -32547182.000000 Penalty: 6189.184082
	Iteration 14Q: 3 clusters Score -3.254718e+07 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156092 members 
Mstep: Class 2 contains 106457 members 
Entering Unmasked Estep 
Score: -32548742.000000 Penalty: 6189.184082
	Iteration 15Q: 3 clusters Score -3.254874e+07 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159448 members 
Mstep: Class 2 contains 103101 members 
Entering Unmasked Estep 
Score: -32550352.000000 Penalty: 6189.184082
	Iteration 16Q: 3 clusters Score -3.255035e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163105 members 
Mstep: Class 2 contains 99444 members 
Entering Unmasked Estep 
Score: -32551900.000000 Penalty: 6189.184082
	Iteration 17Q: 3 clusters Score -3.25519e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166989 members 
Mstep: Class 2 contains 95560 members 
Entering Unmasked Estep 
Score: -32553612.000000 Penalty: 6189.184082
	Iteration 18Q: 3 clusters Score -3.255361e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171139 members 
Mstep: Class 2 contains 91410 members 
Entering Unmasked Estep 
Score: -32555408.000000 Penalty: 6189.184082
	Iteration 19Q: 3 clusters Score -3.255541e+07 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175551 members 
Mstep: Class 2 contains 86998 members 
Entering Unmasked Estep 
Score: -32557480.000000 Penalty: 6189.184082
	Iteration 20F: 3 clusters Score -3.255748e+07 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179782 members 
Mstep: Class 2 contains 82767 members 
Entering Unmasked Estep 
Score: -32559342.000000 Penalty: 6189.184082
	Iteration 21Q: 3 clusters Score -3.255934e+07 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183957 members 
Mstep: Class 2 contains 78592 members 
Entering Unmasked Estep 
Score: -32561040.000000 Penalty: 6189.184082
	Iteration 22Q: 3 clusters Score -3.256104e+07 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188025 members 
Mstep: Class 2 contains 74524 members 
Entering Unmasked Estep 
Score: -32562802.000000 Penalty: 6189.184082
	Iteration 23Q: 3 clusters Score -3.25628e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191905 members 
Mstep: Class 2 contains 70644 members 
Entering Unmasked Estep 
Score: -32564146.000000 Penalty: 6189.184082
	Iteration 24Q: 3 clusters Score -3.256415e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195620 members 
Mstep: Class 2 contains 66929 members 
Entering Unmasked Estep 
Score: -32565444.000000 Penalty: 6189.184082
	Iteration 25Q: 3 clusters Score -3.256544e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199173 members 
Mstep: Class 2 contains 63376 members 
Entering Unmasked Estep 
Score: -32566524.000000 Penalty: 6189.184082
	Iteration 26Q: 3 clusters Score -3.256652e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202612 members 
Mstep: Class 2 contains 59937 members 
Entering Unmasked Estep 
Score: -32567736.000000 Penalty: 6189.184082
	Iteration 27Q: 3 clusters Score -3.256774e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206026 members 
Mstep: Class 2 contains 56523 members 
Entering Unmasked Estep 
Score: -32568608.000000 Penalty: 6189.184082
	Iteration 28Q: 3 clusters Score -3.256861e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209342 members 
Mstep: Class 2 contains 53207 members 
Entering Unmasked Estep 
Score: -32569434.000000 Penalty: 6189.184082
	Iteration 29Q: 3 clusters Score -3.256943e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212633 members 
Mstep: Class 2 contains 49916 members 
Entering Unmasked Estep 
Score: -32570154.000000 Penalty: 6189.184082
	Iteration 30Q: 3 clusters Score -3.257015e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215807 members 
Mstep: Class 2 contains 46742 members 
Entering Unmasked Estep 
Score: -32570794.000000 Penalty: 6189.184082
	Iteration 31Q: 3 clusters Score -3.257079e+07 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218865 members 
Mstep: Class 2 contains 43684 members 
Entering Unmasked Estep 
Score: -32571412.000000 Penalty: 6189.184082
	Iteration 32Q: 3 clusters Score -3.257141e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221775 members 
Mstep: Class 2 contains 40774 members 
Entering Unmasked Estep 
Score: -32572120.000000 Penalty: 6189.184082
	Iteration 33Q: 3 clusters Score -3.257212e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224493 members 
Mstep: Class 2 contains 38056 members 
Entering Unmasked Estep 
Score: -32572496.000000 Penalty: 6189.184082
	Iteration 34Q: 3 clusters Score -3.25725e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227048 members 
Mstep: Class 2 contains 35501 members 
Entering Unmasked Estep 
Score: -32572856.000000 Penalty: 6189.184082
	Iteration 35Q: 3 clusters Score -3.257286e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229549 members 
Mstep: Class 2 contains 33000 members 
Entering Unmasked Estep 
Score: -32573058.000000 Penalty: 6189.184082
	Iteration 36Q: 3 clusters Score -3.257306e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231815 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -32573554.000000 Penalty: 6189.184082
	Iteration 37Q: 3 clusters Score -3.257355e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233925 members 
Mstep: Class 2 contains 28624 members 
Entering Unmasked Estep 
Score: -32573836.000000 Penalty: 6189.184082
	Iteration 38Q: 3 clusters Score -3.257384e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235874 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -32574112.000000 Penalty: 6189.184082
	Iteration 39Q: 3 clusters Score -3.257411e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237657 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -32574234.000000 Penalty: 6189.184082
	Iteration 40F: 3 clusters Score -3.257423e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239350 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -32574416.000000 Penalty: 6189.184082
	Iteration 41Q: 3 clusters Score -3.257442e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240897 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -32574584.000000 Penalty: 6189.184082
	Iteration 42Q: 3 clusters Score -3.257458e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242334 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -32574672.000000 Penalty: 6189.184082
	Iteration 43Q: 3 clusters Score -3.257467e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243640 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -32574828.000000 Penalty: 6189.184082
	Iteration 44Q: 3 clusters Score -3.257483e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244857 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -32574926.000000 Penalty: 6189.184082
	Iteration 45Q: 3 clusters Score -3.257493e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246037 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -32575038.000000 Penalty: 6189.184082
	Iteration 46Q: 3 clusters Score -3.257504e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247144 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -32575022.000000 Penalty: 6189.184082
	Iteration 47Q: 3 clusters Score -3.257502e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248157 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -32575062.000000 Penalty: 6189.184082
	Iteration 48Q: 3 clusters Score -3.257506e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249076 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -32575050.000000 Penalty: 6189.184082
	Iteration 49Q: 3 clusters Score -3.257505e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249925 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -32575062.000000 Penalty: 6189.184082
	Iteration 50Q: 3 clusters Score -3.257506e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250721 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -32575116.000000 Penalty: 6189.184082
	Iteration 51Q: 3 clusters Score -3.257512e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251429 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -32575168.000000 Penalty: 6189.184082
	Iteration 52Q: 3 clusters Score -3.257517e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252097 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -32575324.000000 Penalty: 6189.184082
	Iteration 53Q: 3 clusters Score -3.257532e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252701 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -32575388.000000 Penalty: 6189.184082
	Iteration 54Q: 3 clusters Score -3.257539e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253244 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -32575396.000000 Penalty: 6189.184082
	Iteration 55Q: 3 clusters Score -3.25754e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253733 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -32575440.000000 Penalty: 6189.184082
	Iteration 56Q: 3 clusters Score -3.257544e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254172 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -32575412.000000 Penalty: 6189.184082
	Iteration 57Q: 3 clusters Score -3.257541e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254619 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -32575422.000000 Penalty: 6189.184082
	Iteration 58Q: 3 clusters Score -3.257542e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255066 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -32575430.000000 Penalty: 6189.184082
	Iteration 59Q: 3 clusters Score -3.257543e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255490 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -32575404.000000 Penalty: 6189.184082
	Iteration 60F: 3 clusters Score -3.25754e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255877 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -32575350.000000 Penalty: 6189.184082
	Iteration 61Q: 3 clusters Score -3.257535e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256216 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -32575316.000000 Penalty: 6189.184082
	Iteration 62Q: 3 clusters Score -3.257532e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256499 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -32575362.000000 Penalty: 6189.184082
	Iteration 63Q: 3 clusters Score -3.257536e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256777 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -32575364.000000 Penalty: 6189.184082
	Iteration 64Q: 3 clusters Score -3.257536e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257028 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -32575328.000000 Penalty: 6189.184082
	Iteration 65Q: 3 clusters Score -3.257533e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257271 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -32575324.000000 Penalty: 6189.184082
	Iteration 66Q: 3 clusters Score -3.257532e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257484 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -32575226.000000 Penalty: 6189.184082
	Iteration 67Q: 3 clusters Score -3.257523e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257706 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -32575210.000000 Penalty: 6189.184082
	Iteration 68Q: 3 clusters Score -3.257521e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257912 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -32575282.000000 Penalty: 6189.184082
	Iteration 69Q: 3 clusters Score -3.257528e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258102 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -32575226.000000 Penalty: 6189.184082
	Iteration 70Q: 3 clusters Score -3.257523e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258293 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -32575180.000000 Penalty: 6189.184082
	Iteration 71Q: 3 clusters Score -3.257518e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258479 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -32575124.000000 Penalty: 6189.184082
	Iteration 72Q: 3 clusters Score -3.257512e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258651 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -32575116.000000 Penalty: 6189.184082
	Iteration 73Q: 3 clusters Score -3.257512e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258812 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -32575108.000000 Penalty: 6189.184082
	Iteration 74Q: 3 clusters Score -3.257511e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258983 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -32575168.000000 Penalty: 6189.184082
	Iteration 75Q: 3 clusters Score -3.257517e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259140 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -32575172.000000 Penalty: 6189.184082
	Iteration 76Q: 3 clusters Score -3.257517e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259264 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -32575120.000000 Penalty: 6189.184082
	Iteration 77Q: 3 clusters Score -3.257512e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259368 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -32575106.000000 Penalty: 6189.184082
	Iteration 78Q: 3 clusters Score -3.257511e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259458 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -32575170.000000 Penalty: 6189.184082
	Iteration 79Q: 3 clusters Score -3.257517e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259549 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -32575136.000000 Penalty: 6189.184082
	Iteration 80F: 3 clusters Score -3.257514e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259629 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -32575132.000000 Penalty: 6189.184082
	Iteration 81Q: 3 clusters Score -3.257513e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259705 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -32575076.000000 Penalty: 6189.184082
	Iteration 82Q: 3 clusters Score -3.257508e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259784 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -32575060.000000 Penalty: 6189.184082
	Iteration 83Q: 3 clusters Score -3.257506e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259849 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -32575068.000000 Penalty: 6189.184082
	Iteration 84Q: 3 clusters Score -3.257507e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259920 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -32575080.000000 Penalty: 6189.184082
	Iteration 85Q: 3 clusters Score -3.257508e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259994 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -32575078.000000 Penalty: 6189.184082
	Iteration 86Q: 3 clusters Score -3.257508e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260068 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -32575090.000000 Penalty: 6189.184082
	Iteration 87Q: 3 clusters Score -3.257509e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260139 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -32575044.000000 Penalty: 6189.184082
	Iteration 88Q: 3 clusters Score -3.257504e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260199 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -32575042.000000 Penalty: 6189.184082
	Iteration 89Q: 3 clusters Score -3.257504e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260247 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -32575064.000000 Penalty: 6189.184082
	Iteration 90Q: 3 clusters Score -3.257506e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260296 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -32575072.000000 Penalty: 6189.184082
	Iteration 91Q: 3 clusters Score -3.257507e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260345 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -32575046.000000 Penalty: 6189.184082
	Iteration 92Q: 3 clusters Score -3.257505e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260389 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -32575000.000000 Penalty: 6189.184082
	Iteration 93Q: 3 clusters Score -3.2575e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260420 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -32575036.000000 Penalty: 6189.184082
	Iteration 94Q: 3 clusters Score -3.257504e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260444 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -32575034.000000 Penalty: 6189.184082
	Iteration 95Q: 3 clusters Score -3.257503e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260468 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -32575032.000000 Penalty: 6189.184082
	Iteration 96Q: 3 clusters Score -3.257503e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260500 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -32575038.000000 Penalty: 6189.184082
	Iteration 97Q: 3 clusters Score -3.257504e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260529 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -32575034.000000 Penalty: 6189.184082
	Iteration 98Q: 3 clusters Score -3.257503e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260561 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -32575064.000000 Penalty: 6189.184082
	Iteration 99Q: 3 clusters Score -3.257506e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260592 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -32575076.000000 Penalty: 6189.184082
	Iteration 100F: 3 clusters Score -3.257508e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260623 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -32575102.000000 Penalty: 6189.184082
	Iteration 101Q: 3 clusters Score -3.25751e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260658 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -32575086.000000 Penalty: 6189.184082
	Iteration 102Q: 3 clusters Score -3.257509e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260693 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -32575074.000000 Penalty: 6189.184082
	Iteration 103Q: 3 clusters Score -3.257507e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260719 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -32575098.000000 Penalty: 6189.184082
	Iteration 104Q: 3 clusters Score -3.25751e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260743 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -32575074.000000 Penalty: 6189.184082
	Iteration 105Q: 3 clusters Score -3.257507e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260765 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -32575038.000000 Penalty: 6189.184082
	Iteration 106Q: 3 clusters Score -3.257504e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260790 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -32575064.000000 Penalty: 6189.184082
	Iteration 107Q: 3 clusters Score -3.257506e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260807 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -32575088.000000 Penalty: 6189.184082
	Iteration 108Q: 3 clusters Score -3.257509e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260833 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -32575052.000000 Penalty: 6189.184082
	Iteration 109Q: 3 clusters Score -3.257505e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260864 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -32575022.000000 Penalty: 6189.184082
	Iteration 110Q: 3 clusters Score -3.257502e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260892 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -32575046.000000 Penalty: 6189.184082
	Iteration 111Q: 3 clusters Score -3.257505e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260922 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -32575032.000000 Penalty: 6189.184082
	Iteration 112Q: 3 clusters Score -3.257503e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260947 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -32575054.000000 Penalty: 6189.184082
	Iteration 113Q: 3 clusters Score -3.257505e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260965 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -32575038.000000 Penalty: 6189.184082
	Iteration 114Q: 3 clusters Score -3.257504e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260981 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -32575046.000000 Penalty: 6189.184082
	Iteration 115Q: 3 clusters Score -3.257505e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260992 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -32575044.000000 Penalty: 6189.184082
	Iteration 116Q: 3 clusters Score -3.257504e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261008 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -32575060.000000 Penalty: 6189.184082
	Iteration 117Q: 3 clusters Score -3.257506e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261015 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -32575050.000000 Penalty: 6189.184082
	Iteration 118Q: 3 clusters Score -3.257505e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261025 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -32575042.000000 Penalty: 6189.184082
	Iteration 119Q: 3 clusters Score -3.257504e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261039 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -32575060.000000 Penalty: 6189.184082
	Iteration 120F: 3 clusters Score -3.257506e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261052 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -32575072.000000 Penalty: 6189.184082
	Iteration 121Q: 3 clusters Score -3.257507e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261059 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -32575070.000000 Penalty: 6189.184082
	Iteration 122Q: 3 clusters Score -3.257507e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261069 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -32575070.000000 Penalty: 6189.184082
	Iteration 123Q: 3 clusters Score -3.257507e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261080 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -32575074.000000 Penalty: 6189.184082
	Iteration 124Q: 3 clusters Score -3.257507e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261087 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -32575056.000000 Penalty: 6189.184082
	Iteration 125Q: 3 clusters Score -3.257506e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261096 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -32575044.000000 Penalty: 6189.184082
	Iteration 126Q: 3 clusters Score -3.257504e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261106 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -32575038.000000 Penalty: 6189.184082
	Iteration 127Q: 3 clusters Score -3.257504e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261119 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -32575026.000000 Penalty: 6189.184082
	Iteration 128Q: 3 clusters Score -3.257503e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261128 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -32575032.000000 Penalty: 6189.184082
	Iteration 129Q: 3 clusters Score -3.257503e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261130 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -32575056.000000 Penalty: 6189.184082
	Iteration 130Q: 3 clusters Score -3.257506e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261131 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -32575036.000000 Penalty: 6189.184082
	Iteration 131Q: 3 clusters Score -3.257504e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261131 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -32575028.000000 Penalty: 6189.184082
	Iteration 132Q: 3 clusters Score -3.257503e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261132 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -32575018.000000 Penalty: 6189.184082
	Iteration 133Q: 3 clusters Score -3.257502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261135 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -32575014.000000 Penalty: 6189.184082
	Iteration 134Q: 3 clusters Score -3.257501e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261137 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -32575010.000000 Penalty: 6189.184082
	Iteration 135Q: 3 clusters Score -3.257501e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261140 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -32575008.000000 Penalty: 6189.184082
	Iteration 136Q: 3 clusters Score -3.257501e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261143 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -32575008.000000 Penalty: 6189.184082
	Iteration 137Q: 3 clusters Score -3.257501e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261148 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -32574990.000000 Penalty: 6189.184082
	Iteration 138Q: 3 clusters Score -3.257499e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261153 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -32574990.000000 Penalty: 6189.184082
	Iteration 139Q: 3 clusters Score -3.257499e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261155 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -32574984.000000 Penalty: 6189.184082
	Iteration 140F: 3 clusters Score -3.257498e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -250565.750000 Penalty: 1916.974365
	Iteration 0F: 2 clusters Score -250565.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -247844.671875 Penalty: 3833.948730
	Iteration 0F: 3 clusters Score -247844.7 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -248563.140625 Penalty: 3833.948730
	Iteration 1F: 3 clusters Score -248563.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -248940.984375 Penalty: 3833.948730
	Iteration 2F: 3 clusters Score -248941 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -249385.843750 Penalty: 3833.948730
	Iteration 3F: 3 clusters Score -249385.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -249928.281250 Penalty: 3833.948730
	Iteration 4F: 3 clusters Score -249928.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -250322.437500 Penalty: 3833.948730
	Iteration 5F: 3 clusters Score -250322.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -250496.390625 Penalty: 3833.948730
	Iteration 6Q: 3 clusters Score -250496.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -250587.843750 Penalty: 3833.948730
	Iteration 7Q: 3 clusters Score -250587.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -250630.265625 Penalty: 3833.948730
	Iteration 8Q: 3 clusters Score -250630.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -250644.703125 Penalty: 3833.948730
	Iteration 9Q: 3 clusters Score -250644.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -250651.140625 Penalty: 3833.948730
	Iteration 10Q: 3 clusters Score -250651.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -250654.265625 Penalty: 3833.948730
	Iteration 11Q: 3 clusters Score -250654.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -250657.453125 Penalty: 3833.948730
	Iteration 12Q: 3 clusters Score -250657.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -250661.984375 Penalty: 3833.948730
	Iteration 13Q: 3 clusters Score -250662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -250662.625000 Penalty: 3833.948730
	Iteration 14Q: 3 clusters Score -250662.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -250662.625000 Penalty: 3833.948730
	Iteration 15F: 3 clusters Score -250662.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 13091 members 
Mstep: Class 3 contains 52642 members 
Mstep: Class 4 contains 35514 members 
Mstep: Class 5 contains 6038 members 
Mstep: Class 6 contains 2819 members 
Mstep: Class 7 contains 31177 members 
Mstep: Class 8 contains 28062 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94589 members 
Mstep: Class 11 contains 14711 members 
Mstep: Class 12 contains 4219 members 
Mstep: Class 13 contains 262549 members 
Mstep: Class 14 contains 291 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1588 members 
Mstep: Class 17 contains 37541 members 
Mstep: Class 18 contains 1984 members 
Mstep: Class 19 contains 54995 members 
Mstep: Class 20 contains 178953 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5662 members 
Entering Unmasked Estep 
Score: -104777840.000000 Penalty: 74538.125000
Splitting cluster 14 changes total score from -104779336.000000 to -104777840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (1340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Entering Unmasked Estep 
Score: -153595.234375 Penalty: 1785.705322
	Iteration 0F: 2 clusters Score -153595.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -151527.453125 Penalty: 3571.410645
	Iteration 0F: 3 clusters Score -151527.5 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -152141.609375 Penalty: 3571.410645
	Iteration 1F: 3 clusters Score -152141.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -152560.062500 Penalty: 3571.410645
	Iteration 2F: 3 clusters Score -152560.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -152946.265625 Penalty: 3571.410645
	Iteration 3F: 3 clusters Score -152946.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -153226.968750 Penalty: 3571.410645
	Iteration 4F: 3 clusters Score -153227 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -153420.328125 Penalty: 3571.410645
	Iteration 5Q: 3 clusters Score -153420.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -153463.015625 Penalty: 3571.410645
	Iteration 6Q: 3 clusters Score -153463 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -153481.203125 Penalty: 3571.410645
	Iteration 7Q: 3 clusters Score -153481.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -153490.296875 Penalty: 3571.410645
	Iteration 8Q: 3 clusters Score -153490.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -153494.687500 Penalty: 3571.410645
	Iteration 9Q: 3 clusters Score -153494.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -153495.703125 Penalty: 3571.410645
	Iteration 10Q: 3 clusters Score -153495.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -153498.109375 Penalty: 3571.410645
	Iteration 11Q: 3 clusters Score -153498.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -153500.859375 Penalty: 3571.410645
	Iteration 12Q: 3 clusters Score -153500.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -153503.000000 Penalty: 3571.410645
	Iteration 13Q: 3 clusters Score -153503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -153505.312500 Penalty: 3571.410645
	Iteration 14Q: 3 clusters Score -153505.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -153507.937500 Penalty: 3571.410645
	Iteration 15Q: 3 clusters Score -153507.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -153508.546875 Penalty: 3571.410645
	Iteration 16Q: 3 clusters Score -153508.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -153509.812500 Penalty: 3571.410645
	Iteration 17Q: 3 clusters Score -153509.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -153511.000000 Penalty: 3571.410645
	Iteration 18Q: 3 clusters Score -153511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -153511.000000 Penalty: 3571.410645
	Iteration 19F: 3 clusters Score -153511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Entering Unmasked Estep 
Score: -189846.421875 Penalty: 1827.817261
	Iteration 0F: 2 clusters Score -189846.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -187481.468750 Penalty: 3655.634521
	Iteration 0F: 3 clusters Score -187481.5 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -187895.515625 Penalty: 3655.634521
	Iteration 1F: 3 clusters Score -187895.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -188023.265625 Penalty: 3655.634521
	Iteration 2F: 3 clusters Score -188023.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -188085.640625 Penalty: 3655.634521
	Iteration 3Q: 3 clusters Score -188085.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -188118.109375 Penalty: 3655.634521
	Iteration 4Q: 3 clusters Score -188118.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -188135.656250 Penalty: 3655.634521
	Iteration 5Q: 3 clusters Score -188135.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -188146.703125 Penalty: 3655.634521
	Iteration 6Q: 3 clusters Score -188146.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -188154.937500 Penalty: 3655.634521
	Iteration 7Q: 3 clusters Score -188154.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -188161.781250 Penalty: 3655.634521
	Iteration 8Q: 3 clusters Score -188161.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -188165.093750 Penalty: 3655.634521
	Iteration 9Q: 3 clusters Score -188165.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -188166.546875 Penalty: 3655.634521
	Iteration 10Q: 3 clusters Score -188166.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -188168.125000 Penalty: 3655.634521
	Iteration 11Q: 3 clusters Score -188168.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -188168.718750 Penalty: 3655.634521
	Iteration 12Q: 3 clusters Score -188168.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -188168.718750 Penalty: 3655.634521
	Iteration 13F: 3 clusters Score -188168.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (37541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Entering Unmasked Estep 
Score: -4740967.500000 Penalty: 2612.230713
	Iteration 0F: 2 clusters Score -4740968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -4715353.000000 Penalty: 5224.461426
	Iteration 0F: 3 clusters Score -4715353 nChanged 17196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -4724793.500000 Penalty: 5224.461426
	Iteration 1F: 3 clusters Score -4724794 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -4725226.500000 Penalty: 5224.461426
	Iteration 2Q: 3 clusters Score -4725226 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -4725565.000000 Penalty: 5224.461426
	Iteration 3Q: 3 clusters Score -4725565 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -4725983.000000 Penalty: 5224.461426
	Iteration 4Q: 3 clusters Score -4725983 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 21193 members 
Entering Unmasked Estep 
Score: -4726466.500000 Penalty: 5224.461426
	Iteration 5Q: 3 clusters Score -4726466 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -4727080.500000 Penalty: 5224.461426
	Iteration 6Q: 3 clusters Score -4727080 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 23634 members 
Entering Unmasked Estep 
Score: -4727970.500000 Penalty: 5224.461426
	Iteration 7Q: 3 clusters Score -4727970 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -4729229.500000 Penalty: 5224.461426
	Iteration 8F: 3 clusters Score -4729230 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 27675 members 
Entering Unmasked Estep 
Score: -4730999.000000 Penalty: 5224.461426
	Iteration 9F: 3 clusters Score -4730999 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -4733041.500000 Penalty: 5224.461426
	Iteration 10F: 3 clusters Score -4733042 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
Score: -4734901.500000 Penalty: 5224.461426
	Iteration 11F: 3 clusters Score -4734902 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 33963 members 
Entering Unmasked Estep 
Score: -4736258.500000 Penalty: 5224.461426
	Iteration 12Q: 3 clusters Score -4736258 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 35150 members 
Entering Unmasked Estep 
Score: -4737183.000000 Penalty: 5224.461426
	Iteration 13Q: 3 clusters Score -4737183 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 35869 members 
Entering Unmasked Estep 
Score: -4737747.000000 Penalty: 5224.461426
	Iteration 14Q: 3 clusters Score -4737747 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 36295 members 
Entering Unmasked Estep 
Score: -4738079.000000 Penalty: 5224.461426
	Iteration 15Q: 3 clusters Score -4738079 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 36549 members 
Entering Unmasked Estep 
Score: -4738304.500000 Penalty: 5224.461426
	Iteration 16Q: 3 clusters Score -4738304 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 36714 members 
Entering Unmasked Estep 
Score: -4738442.500000 Penalty: 5224.461426
	Iteration 17Q: 3 clusters Score -4738442 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 36809 members 
Entering Unmasked Estep 
Score: -4738540.000000 Penalty: 5224.461426
	Iteration 18Q: 3 clusters Score -4738540 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 36860 members 
Entering Unmasked Estep 
Score: -4738579.500000 Penalty: 5224.461426
	Iteration 19Q: 3 clusters Score -4738580 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 36907 members 
Entering Unmasked Estep 
Score: -4738609.000000 Penalty: 5224.461426
	Iteration 20F: 3 clusters Score -4738609 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 36941 members 
Entering Unmasked Estep 
Score: -4738646.500000 Penalty: 5224.461426
	Iteration 21Q: 3 clusters Score -4738646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
Score: -4738652.000000 Penalty: 5224.461426
	Iteration 22Q: 3 clusters Score -4738652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 36961 members 
Entering Unmasked Estep 
Score: -4738665.500000 Penalty: 5224.461426
	Iteration 23Q: 3 clusters Score -4738666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 36967 members 
Entering Unmasked Estep 
Score: -4738678.000000 Penalty: 5224.461426
	Iteration 24Q: 3 clusters Score -4738678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -4738679.000000 Penalty: 5224.461426
	Iteration 25Q: 3 clusters Score -4738679 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -4738686.000000 Penalty: 5224.461426
	Iteration 26Q: 3 clusters Score -4738686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 36984 members 
Entering Unmasked Estep 
Score: -4738689.000000 Penalty: 5224.461426
	Iteration 27Q: 3 clusters Score -4738689 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -4738691.000000 Penalty: 5224.461426
	Iteration 28Q: 3 clusters Score -4738691 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 36999 members 
Entering Unmasked Estep 
Score: -4738701.000000 Penalty: 5224.461426
	Iteration 29Q: 3 clusters Score -4738701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 37005 members 
Entering Unmasked Estep 
Score: -4738701.000000 Penalty: 5224.461426
	Iteration 30Q: 3 clusters Score -4738701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
Score: -4738701.000000 Penalty: 5224.461426
	Iteration 31Q: 3 clusters Score -4738701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 37014 members 
Entering Unmasked Estep 
Score: -4738702.500000 Penalty: 5224.461426
	Iteration 32Q: 3 clusters Score -4738702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 37018 members 
Entering Unmasked Estep 
Score: -4738712.000000 Penalty: 5224.461426
	Iteration 33Q: 3 clusters Score -4738712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 37020 members 
Entering Unmasked Estep 
Score: -4738713.000000 Penalty: 5224.461426
	Iteration 34Q: 3 clusters Score -4738713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
Score: -4738712.500000 Penalty: 5224.461426
	Iteration 35Q: 3 clusters Score -4738712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
Score: -4738717.000000 Penalty: 5224.461426
	Iteration 36Q: 3 clusters Score -4738717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 37024 members 
Entering Unmasked Estep 
Score: -4738710.000000 Penalty: 5224.461426
	Iteration 37Q: 3 clusters Score -4738710 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 37024 members 
Entering Unmasked Estep 
Score: -4738710.000000 Penalty: 5224.461426
	Iteration 38F: 3 clusters Score -4738710 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (54995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54995 members 
Entering Unmasked Estep 
Score: -6676181.500000 Penalty: 2706.919189
	Iteration 0F: 2 clusters Score -6676182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27634 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -6639372.000000 Penalty: 5413.838379
	Iteration 0F: 3 clusters Score -6639372 nChanged 25219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 26106 members 
Entering Unmasked Estep 
Score: -6653349.500000 Penalty: 5413.838379
	Iteration 1F: 3 clusters Score -6653350 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -6653841.500000 Penalty: 5413.838379
	Iteration 2Q: 3 clusters Score -6653842 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31169 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -6654488.500000 Penalty: 5413.838379
	Iteration 3Q: 3 clusters Score -6654488 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33126 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
Score: -6655401.000000 Penalty: 5413.838379
	Iteration 4Q: 3 clusters Score -6655401 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -6656939.500000 Penalty: 5413.838379
	Iteration 5F: 3 clusters Score -6656940 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39669 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -6659463.500000 Penalty: 5413.838379
	Iteration 6F: 3 clusters Score -6659464 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44188 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -6663268.000000 Penalty: 5413.838379
	Iteration 7F: 3 clusters Score -6663268 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48766 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -6667666.500000 Penalty: 5413.838379
	Iteration 8F: 3 clusters Score -6667666 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52204 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -6671128.000000 Penalty: 5413.838379
	Iteration 9F: 3 clusters Score -6671128 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53925 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -6672836.000000 Penalty: 5413.838379
	Iteration 10Q: 3 clusters Score -6672836 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54504 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -6673450.500000 Penalty: 5413.838379
	Iteration 11Q: 3 clusters Score -6673450 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54668 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -6673650.500000 Penalty: 5413.838379
	Iteration 12Q: 3 clusters Score -6673650 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54721 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -6673729.500000 Penalty: 5413.838379
	Iteration 13Q: 3 clusters Score -6673730 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54746 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -6673764.500000 Penalty: 5413.838379
	Iteration 14Q: 3 clusters Score -6673764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54763 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -6673800.500000 Penalty: 5413.838379
	Iteration 15Q: 3 clusters Score -6673800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54762 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -6673819.500000 Penalty: 5413.838379
	Iteration 16Q: 3 clusters Score -6673820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54770 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -6673836.500000 Penalty: 5413.838379
	Iteration 17Q: 3 clusters Score -6673836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54774 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -6673841.000000 Penalty: 5413.838379
	Iteration 18Q: 3 clusters Score -6673841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54779 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -6673850.500000 Penalty: 5413.838379
	Iteration 19Q: 3 clusters Score -6673850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54780 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -6673856.000000 Penalty: 5413.838379
	Iteration 20F: 3 clusters Score -6673856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54780 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -6673859.000000 Penalty: 5413.838379
	Iteration 21Q: 3 clusters Score -6673859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54780 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -6673859.000000 Penalty: 5413.838379
	Iteration 22F: 3 clusters Score -6673859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (178953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178953 members 
Entering Unmasked Estep 
Score: -22276804.000000 Penalty: 2999.529785
	Iteration 0F: 2 clusters Score -2.22768e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89488 members 
Mstep: Class 2 contains 89465 members 
Entering Unmasked Estep 
Score: -22159080.000000 Penalty: 5999.059570
	Iteration 0F: 3 clusters Score -2.215908e+07 nChanged 85951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93295 members 
Mstep: Class 2 contains 85658 members 
Entering Unmasked Estep 
Score: -22210782.000000 Penalty: 5999.059570
	Iteration 1F: 3 clusters Score -2.221078e+07 nChanged 7259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95696 members 
Mstep: Class 2 contains 83257 members 
Entering Unmasked Estep 
Score: -22213296.000000 Penalty: 5999.059570
	Iteration 2Q: 3 clusters Score -2.22133e+07 nChanged 8497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99309 members 
Mstep: Class 2 contains 79644 members 
Entering Unmasked Estep 
Score: -22216818.000000 Penalty: 5999.059570
	Iteration 3Q: 3 clusters Score -2.221682e+07 nChanged 9912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104375 members 
Mstep: Class 2 contains 74578 members 
Entering Unmasked Estep 
Score: -22221888.000000 Penalty: 5999.059570
	Iteration 4F: 3 clusters Score -2.222189e+07 nChanged 11223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111060 members 
Mstep: Class 2 contains 67893 members 
Entering Unmasked Estep 
Score: -22228454.000000 Penalty: 5999.059570
	Iteration 5F: 3 clusters Score -2.222845e+07 nChanged 12088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119166 members 
Mstep: Class 2 contains 59787 members 
Entering Unmasked Estep 
Score: -22236748.000000 Penalty: 5999.059570
	Iteration 6F: 3 clusters Score -2.223675e+07 nChanged 11614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127586 members 
Mstep: Class 2 contains 51367 members 
Entering Unmasked Estep 
Score: -22245610.000000 Penalty: 5999.059570
	Iteration 7F: 3 clusters Score -2.224561e+07 nChanged 9984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134898 members 
Mstep: Class 2 contains 44055 members 
Entering Unmasked Estep 
Score: -22254056.000000 Penalty: 5999.059570
	Iteration 8F: 3 clusters Score -2.225406e+07 nChanged 7917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140257 members 
Mstep: Class 2 contains 38696 members 
Entering Unmasked Estep 
Score: -22260876.000000 Penalty: 5999.059570
	Iteration 9Q: 3 clusters Score -2.226088e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143864 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -22264586.000000 Penalty: 5999.059570
	Iteration 10Q: 3 clusters Score -2.226459e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146533 members 
Mstep: Class 2 contains 32420 members 
Entering Unmasked Estep 
Score: -22266262.000000 Penalty: 5999.059570
	Iteration 11Q: 3 clusters Score -2.226626e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148869 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -22267484.000000 Penalty: 5999.059570
	Iteration 12Q: 3 clusters Score -2.226748e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151089 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -22268394.000000 Penalty: 5999.059570
	Iteration 13Q: 3 clusters Score -2.226839e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153148 members 
Mstep: Class 2 contains 25805 members 
Entering Unmasked Estep 
Score: -22269328.000000 Penalty: 5999.059570
	Iteration 14Q: 3 clusters Score -2.226933e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155127 members 
Mstep: Class 2 contains 23826 members 
Entering Unmasked Estep 
Score: -22269972.000000 Penalty: 5999.059570
	Iteration 15Q: 3 clusters Score -2.226997e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156952 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -22270514.000000 Penalty: 5999.059570
	Iteration 16Q: 3 clusters Score -2.227051e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158612 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -22271064.000000 Penalty: 5999.059570
	Iteration 17Q: 3 clusters Score -2.227106e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160165 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -22271606.000000 Penalty: 5999.059570
	Iteration 18Q: 3 clusters Score -2.227161e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161636 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -22272054.000000 Penalty: 5999.059570
	Iteration 19Q: 3 clusters Score -2.227205e+07 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162947 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -22272416.000000 Penalty: 5999.059570
	Iteration 20F: 3 clusters Score -2.227242e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164179 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -22272806.000000 Penalty: 5999.059570
	Iteration 21Q: 3 clusters Score -2.227281e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165323 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -22273110.000000 Penalty: 5999.059570
	Iteration 22Q: 3 clusters Score -2.227311e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166373 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -22273408.000000 Penalty: 5999.059570
	Iteration 23Q: 3 clusters Score -2.227341e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167383 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -22273552.000000 Penalty: 5999.059570
	Iteration 24Q: 3 clusters Score -2.227355e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168305 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -22273788.000000 Penalty: 5999.059570
	Iteration 25Q: 3 clusters Score -2.227379e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169139 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -22273892.000000 Penalty: 5999.059570
	Iteration 26Q: 3 clusters Score -2.227389e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169849 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -22273940.000000 Penalty: 5999.059570
	Iteration 27Q: 3 clusters Score -2.227394e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170499 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -22273960.000000 Penalty: 5999.059570
	Iteration 28Q: 3 clusters Score -2.227396e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171115 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -22274104.000000 Penalty: 5999.059570
	Iteration 29Q: 3 clusters Score -2.22741e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171697 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -22274212.000000 Penalty: 5999.059570
	Iteration 30Q: 3 clusters Score -2.227421e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172238 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -22274324.000000 Penalty: 5999.059570
	Iteration 31Q: 3 clusters Score -2.227432e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172726 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -22274450.000000 Penalty: 5999.059570
	Iteration 32Q: 3 clusters Score -2.227445e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173177 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -22274542.000000 Penalty: 5999.059570
	Iteration 33Q: 3 clusters Score -2.227454e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173588 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -22274600.000000 Penalty: 5999.059570
	Iteration 34Q: 3 clusters Score -2.22746e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173946 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -22274618.000000 Penalty: 5999.059570
	Iteration 35Q: 3 clusters Score -2.227462e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174233 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -22274666.000000 Penalty: 5999.059570
	Iteration 36Q: 3 clusters Score -2.227467e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174488 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -22274680.000000 Penalty: 5999.059570
	Iteration 37Q: 3 clusters Score -2.227468e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174712 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -22274700.000000 Penalty: 5999.059570
	Iteration 38Q: 3 clusters Score -2.22747e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174904 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -22274666.000000 Penalty: 5999.059570
	Iteration 39Q: 3 clusters Score -2.227467e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175092 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -22274646.000000 Penalty: 5999.059570
	Iteration 40F: 3 clusters Score -2.227465e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175263 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -22274706.000000 Penalty: 5999.059570
	Iteration 41Q: 3 clusters Score -2.227471e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175426 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -22274680.000000 Penalty: 5999.059570
	Iteration 42Q: 3 clusters Score -2.227468e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175556 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -22274714.000000 Penalty: 5999.059570
	Iteration 43Q: 3 clusters Score -2.227471e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175664 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -22274676.000000 Penalty: 5999.059570
	Iteration 44Q: 3 clusters Score -2.227468e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175764 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -22274674.000000 Penalty: 5999.059570
	Iteration 45Q: 3 clusters Score -2.227467e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175855 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -22274730.000000 Penalty: 5999.059570
	Iteration 46Q: 3 clusters Score -2.227473e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175941 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -22274744.000000 Penalty: 5999.059570
	Iteration 47Q: 3 clusters Score -2.227474e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176012 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -22274766.000000 Penalty: 5999.059570
	Iteration 48Q: 3 clusters Score -2.227477e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176073 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -22274758.000000 Penalty: 5999.059570
	Iteration 49Q: 3 clusters Score -2.227476e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176121 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -22274812.000000 Penalty: 5999.059570
	Iteration 50Q: 3 clusters Score -2.227481e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176175 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -22274810.000000 Penalty: 5999.059570
	Iteration 51Q: 3 clusters Score -2.227481e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176214 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -22274830.000000 Penalty: 5999.059570
	Iteration 52Q: 3 clusters Score -2.227483e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176250 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -22274842.000000 Penalty: 5999.059570
	Iteration 53Q: 3 clusters Score -2.227484e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176279 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -22274854.000000 Penalty: 5999.059570
	Iteration 54Q: 3 clusters Score -2.227485e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176316 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -22274860.000000 Penalty: 5999.059570
	Iteration 55Q: 3 clusters Score -2.227486e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176344 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -22274864.000000 Penalty: 5999.059570
	Iteration 56Q: 3 clusters Score -2.227486e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176376 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -22274852.000000 Penalty: 5999.059570
	Iteration 57Q: 3 clusters Score -2.227485e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176404 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -22274824.000000 Penalty: 5999.059570
	Iteration 58Q: 3 clusters Score -2.227482e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176431 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -22274840.000000 Penalty: 5999.059570
	Iteration 59Q: 3 clusters Score -2.227484e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176444 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -22274844.000000 Penalty: 5999.059570
	Iteration 60F: 3 clusters Score -2.227484e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176453 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -22274830.000000 Penalty: 5999.059570
	Iteration 61Q: 3 clusters Score -2.227483e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176461 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -22274830.000000 Penalty: 5999.059570
	Iteration 62Q: 3 clusters Score -2.227483e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176470 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -22274814.000000 Penalty: 5999.059570
	Iteration 63Q: 3 clusters Score -2.227481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176475 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -22274824.000000 Penalty: 5999.059570
	Iteration 64Q: 3 clusters Score -2.227482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176479 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -22274806.000000 Penalty: 5999.059570
	Iteration 65Q: 3 clusters Score -2.227481e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176487 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -22274816.000000 Penalty: 5999.059570
	Iteration 66Q: 3 clusters Score -2.227482e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176497 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -22274824.000000 Penalty: 5999.059570
	Iteration 67Q: 3 clusters Score -2.227482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176503 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -22274832.000000 Penalty: 5999.059570
	Iteration 68Q: 3 clusters Score -2.227483e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176511 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -22274820.000000 Penalty: 5999.059570
	Iteration 69Q: 3 clusters Score -2.227482e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176520 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -22274824.000000 Penalty: 5999.059570
	Iteration 70Q: 3 clusters Score -2.227482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176526 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -22274834.000000 Penalty: 5999.059570
	Iteration 71Q: 3 clusters Score -2.227483e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176531 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -22274838.000000 Penalty: 5999.059570
	Iteration 72Q: 3 clusters Score -2.227484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176538 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -22274836.000000 Penalty: 5999.059570
	Iteration 73Q: 3 clusters Score -2.227484e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176542 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -22274824.000000 Penalty: 5999.059570
	Iteration 74Q: 3 clusters Score -2.227482e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176547 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -22274822.000000 Penalty: 5999.059570
	Iteration 75Q: 3 clusters Score -2.227482e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176554 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -22274824.000000 Penalty: 5999.059570
	Iteration 76Q: 3 clusters Score -2.227482e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176561 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -22274812.000000 Penalty: 5999.059570
	Iteration 77Q: 3 clusters Score -2.227481e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176569 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -22274818.000000 Penalty: 5999.059570
	Iteration 78Q: 3 clusters Score -2.227482e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176581 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -22274808.000000 Penalty: 5999.059570
	Iteration 79Q: 3 clusters Score -2.227481e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176590 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -22274798.000000 Penalty: 5999.059570
	Iteration 80F: 3 clusters Score -2.22748e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176596 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -22274812.000000 Penalty: 5999.059570
	Iteration 81Q: 3 clusters Score -2.227481e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176605 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -22274814.000000 Penalty: 5999.059570
	Iteration 82Q: 3 clusters Score -2.227481e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176613 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -22274816.000000 Penalty: 5999.059570
	Iteration 83Q: 3 clusters Score -2.227482e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176619 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -22274792.000000 Penalty: 5999.059570
	Iteration 84Q: 3 clusters Score -2.227479e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176628 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -22274818.000000 Penalty: 5999.059570
	Iteration 85Q: 3 clusters Score -2.227482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176632 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -22274836.000000 Penalty: 5999.059570
	Iteration 86Q: 3 clusters Score -2.227484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176639 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -22274838.000000 Penalty: 5999.059570
	Iteration 87Q: 3 clusters Score -2.227484e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176646 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -22274834.000000 Penalty: 5999.059570
	Iteration 88Q: 3 clusters Score -2.227483e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176655 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -22274832.000000 Penalty: 5999.059570
	Iteration 89Q: 3 clusters Score -2.227483e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176660 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -22274834.000000 Penalty: 5999.059570
	Iteration 90Q: 3 clusters Score -2.227483e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176668 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -22274828.000000 Penalty: 5999.059570
	Iteration 91Q: 3 clusters Score -2.227483e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176676 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -22274822.000000 Penalty: 5999.059570
	Iteration 92Q: 3 clusters Score -2.227482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176680 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -22274828.000000 Penalty: 5999.059570
	Iteration 93Q: 3 clusters Score -2.227483e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176687 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -22274814.000000 Penalty: 5999.059570
	Iteration 94Q: 3 clusters Score -2.227481e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176698 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -22274828.000000 Penalty: 5999.059570
	Iteration 95Q: 3 clusters Score -2.227483e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176707 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -22274808.000000 Penalty: 5999.059570
	Iteration 96Q: 3 clusters Score -2.227481e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176716 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -22274790.000000 Penalty: 5999.059570
	Iteration 97Q: 3 clusters Score -2.227479e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176724 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -22274804.000000 Penalty: 5999.059570
	Iteration 98Q: 3 clusters Score -2.22748e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176726 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -22274784.000000 Penalty: 5999.059570
	Iteration 99Q: 3 clusters Score -2.227478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176729 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -22274790.000000 Penalty: 5999.059570
	Iteration 100F: 3 clusters Score -2.227479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176732 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -22274784.000000 Penalty: 5999.059570
	Iteration 101Q: 3 clusters Score -2.227478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176734 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -22274794.000000 Penalty: 5999.059570
	Iteration 102Q: 3 clusters Score -2.227479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176738 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -22274786.000000 Penalty: 5999.059570
	Iteration 103Q: 3 clusters Score -2.227479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176741 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -22274792.000000 Penalty: 5999.059570
	Iteration 104Q: 3 clusters Score -2.227479e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176742 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -22274782.000000 Penalty: 5999.059570
	Iteration 105Q: 3 clusters Score -2.227478e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176743 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -22274788.000000 Penalty: 5999.059570
	Iteration 106Q: 3 clusters Score -2.227479e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176743 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -22274788.000000 Penalty: 5999.059570
	Iteration 107F: 3 clusters Score -2.227479e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Entering Unmasked Estep 
Score: -160920.578125 Penalty: 1793.896973
	Iteration 0F: 2 clusters Score -160920.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -158740.421875 Penalty: 3587.793945
	Iteration 0F: 3 clusters Score -158740.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -159249.265625 Penalty: 3587.793945
	Iteration 1F: 3 clusters Score -159249.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -159599.031250 Penalty: 3587.793945
	Iteration 2F: 3 clusters Score -159599 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -159817.750000 Penalty: 3587.793945
	Iteration 3F: 3 clusters Score -159817.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -160011.578125 Penalty: 3587.793945
	Iteration 4F: 3 clusters Score -160011.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -160181.187500 Penalty: 3587.793945
	Iteration 5Q: 3 clusters Score -160181.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -160323.515625 Penalty: 3587.793945
	Iteration 6Q: 3 clusters Score -160323.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -160395.515625 Penalty: 3587.793945
	Iteration 7Q: 3 clusters Score -160395.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -160431.484375 Penalty: 3587.793945
	Iteration 8Q: 3 clusters Score -160431.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -160452.015625 Penalty: 3587.793945
	Iteration 9Q: 3 clusters Score -160452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -160469.703125 Penalty: 3587.793945
	Iteration 10Q: 3 clusters Score -160469.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -160478.515625 Penalty: 3587.793945
	Iteration 11Q: 3 clusters Score -160478.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -160489.140625 Penalty: 3587.793945
	Iteration 12Q: 3 clusters Score -160489.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -160496.312500 Penalty: 3587.793945
	Iteration 13Q: 3 clusters Score -160496.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -160501.656250 Penalty: 3587.793945
	Iteration 14Q: 3 clusters Score -160501.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -160503.968750 Penalty: 3587.793945
	Iteration 15Q: 3 clusters Score -160504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -160504.859375 Penalty: 3587.793945
	Iteration 16Q: 3 clusters Score -160504.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -160507.062500 Penalty: 3587.793945
	Iteration 17Q: 3 clusters Score -160507.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -160509.281250 Penalty: 3587.793945
	Iteration 18Q: 3 clusters Score -160509.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -160514.203125 Penalty: 3587.793945
	Iteration 19Q: 3 clusters Score -160514.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -160518.343750 Penalty: 3587.793945
	Iteration 20F: 3 clusters Score -160518.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -160520.328125 Penalty: 3587.793945
	Iteration 21Q: 3 clusters Score -160520.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -160520.921875 Penalty: 3587.793945
	Iteration 22Q: 3 clusters Score -160520.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -160520.921875 Penalty: 3587.793945
	Iteration 23F: 3 clusters Score -160520.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Entering Unmasked Estep 
Score: -668109.437500 Penalty: 2143.100098
	Iteration 0F: 2 clusters Score -668109.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -663197.312500 Penalty: 4286.200195
	Iteration 0F: 3 clusters Score -663197.3 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -664446.875000 Penalty: 4286.200195
	Iteration 1F: 3 clusters Score -664446.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -664814.812500 Penalty: 4286.200195
	Iteration 2F: 3 clusters Score -664814.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -665149.625000 Penalty: 4286.200195
	Iteration 3F: 3 clusters Score -665149.6 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -665471.937500 Penalty: 4286.200195
	Iteration 4F: 3 clusters Score -665471.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -665748.187500 Penalty: 4286.200195
	Iteration 5F: 3 clusters Score -665748.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -665976.937500 Penalty: 4286.200195
	Iteration 6F: 3 clusters Score -665976.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -666123.500000 Penalty: 4286.200195
	Iteration 7Q: 3 clusters Score -666123.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -666228.437500 Penalty: 4286.200195
	Iteration 8Q: 3 clusters Score -666228.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -666325.687500 Penalty: 4286.200195
	Iteration 9Q: 3 clusters Score -666325.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -666411.125000 Penalty: 4286.200195
	Iteration 10Q: 3 clusters Score -666411.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -666486.812500 Penalty: 4286.200195
	Iteration 11Q: 3 clusters Score -666486.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -666542.125000 Penalty: 4286.200195
	Iteration 12Q: 3 clusters Score -666542.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -666587.812500 Penalty: 4286.200195
	Iteration 13Q: 3 clusters Score -666587.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -666624.250000 Penalty: 4286.200195
	Iteration 14Q: 3 clusters Score -666624.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -666648.187500 Penalty: 4286.200195
	Iteration 15Q: 3 clusters Score -666648.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -666666.062500 Penalty: 4286.200195
	Iteration 16Q: 3 clusters Score -666666.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -666682.562500 Penalty: 4286.200195
	Iteration 17Q: 3 clusters Score -666682.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -666694.125000 Penalty: 4286.200195
	Iteration 18Q: 3 clusters Score -666694.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -666700.750000 Penalty: 4286.200195
	Iteration 19Q: 3 clusters Score -666700.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -666706.437500 Penalty: 4286.200195
	Iteration 20F: 3 clusters Score -666706.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -666709.937500 Penalty: 4286.200195
	Iteration 21Q: 3 clusters Score -666709.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -666714.437500 Penalty: 4286.200195
	Iteration 22Q: 3 clusters Score -666714.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -666719.562500 Penalty: 4286.200195
	Iteration 23Q: 3 clusters Score -666719.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -666723.687500 Penalty: 4286.200195
	Iteration 24Q: 3 clusters Score -666723.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -666724.562500 Penalty: 4286.200195
	Iteration 25Q: 3 clusters Score -666724.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -666729.625000 Penalty: 4286.200195
	Iteration 26Q: 3 clusters Score -666729.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -666732.562500 Penalty: 4286.200195
	Iteration 27Q: 3 clusters Score -666732.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -666734.687500 Penalty: 4286.200195
	Iteration 28Q: 3 clusters Score -666734.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -666737.625000 Penalty: 4286.200195
	Iteration 29Q: 3 clusters Score -666737.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -666739.062500 Penalty: 4286.200195
	Iteration 30Q: 3 clusters Score -666739.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -666741.312500 Penalty: 4286.200195
	Iteration 31Q: 3 clusters Score -666741.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -666741.312500 Penalty: 4286.200195
	Iteration 32F: 3 clusters Score -666741.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 13091 members 
Mstep: Class 3 contains 52642 members 
Mstep: Class 4 contains 35514 members 
Mstep: Class 5 contains 6038 members 
Mstep: Class 6 contains 2819 members 
Mstep: Class 7 contains 31177 members 
Mstep: Class 8 contains 28062 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94589 members 
Mstep: Class 11 contains 14711 members 
Mstep: Class 12 contains 4219 members 
Mstep: Class 13 contains 262549 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1588 members 
Mstep: Class 17 contains 37541 members 
Mstep: Class 19 contains 54995 members 
Mstep: Class 20 contains 178953 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779216.000000 Penalty: 71150.023438
Iteration 359Q: 22 clusters Score -1.047792e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 13085 members 
Mstep: Class 3 contains 52632 members 
Mstep: Class 4 contains 35511 members 
Mstep: Class 5 contains 6036 members 
Mstep: Class 6 contains 2816 members 
Mstep: Class 7 contains 31195 members 
Mstep: Class 8 contains 28053 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94580 members 
Mstep: Class 11 contains 14708 members 
Mstep: Class 12 contains 4220 members 
Mstep: Class 13 contains 262590 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1588 members 
Mstep: Class 17 contains 37528 members 
Mstep: Class 19 contains 54990 members 
Mstep: Class 20 contains 178955 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779056.000000 Penalty: 71150.023438
Iteration 360F: 22 clusters Score -1.047791e+08 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 13082 members 
Mstep: Class 3 contains 52615 members 
Mstep: Class 4 contains 35512 members 
Mstep: Class 5 contains 6034 members 
Mstep: Class 6 contains 2813 members 
Mstep: Class 7 contains 31201 members 
Mstep: Class 8 contains 28044 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94585 members 
Mstep: Class 11 contains 14702 members 
Mstep: Class 12 contains 4221 members 
Mstep: Class 13 contains 262636 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1588 members 
Mstep: Class 17 contains 37516 members 
Mstep: Class 19 contains 54987 members 
Mstep: Class 20 contains 178948 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779144.000000 Penalty: 71150.023438
Iteration 361Q: 22 clusters Score -1.047791e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 13081 members 
Mstep: Class 3 contains 52597 members 
Mstep: Class 4 contains 35519 members 
Mstep: Class 5 contains 6033 members 
Mstep: Class 6 contains 2811 members 
Mstep: Class 7 contains 31204 members 
Mstep: Class 8 contains 28032 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94587 members 
Mstep: Class 11 contains 14698 members 
Mstep: Class 12 contains 4216 members 
Mstep: Class 13 contains 262688 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1588 members 
Mstep: Class 17 contains 37515 members 
Mstep: Class 19 contains 54982 members 
Mstep: Class 20 contains 178934 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779248.000000 Penalty: 71150.023438
Iteration 362Q: 22 clusters Score -1.047792e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 13082 members 
Mstep: Class 3 contains 52582 members 
Mstep: Class 4 contains 35524 members 
Mstep: Class 5 contains 6030 members 
Mstep: Class 6 contains 2810 members 
Mstep: Class 7 contains 31197 members 
Mstep: Class 8 contains 28013 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94582 members 
Mstep: Class 11 contains 14695 members 
Mstep: Class 12 contains 4217 members 
Mstep: Class 13 contains 262737 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1588 members 
Mstep: Class 17 contains 37514 members 
Mstep: Class 19 contains 54981 members 
Mstep: Class 20 contains 178936 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779336.000000 Penalty: 71150.023438
Iteration 363Q: 22 clusters Score -1.047793e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 13082 members 
Mstep: Class 3 contains 52584 members 
Mstep: Class 4 contains 35521 members 
Mstep: Class 5 contains 6028 members 
Mstep: Class 6 contains 2810 members 
Mstep: Class 7 contains 31191 members 
Mstep: Class 8 contains 27998 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94592 members 
Mstep: Class 11 contains 14693 members 
Mstep: Class 12 contains 4216 members 
Mstep: Class 13 contains 262778 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1588 members 
Mstep: Class 17 contains 37512 members 
Mstep: Class 19 contains 54982 members 
Mstep: Class 20 contains 178916 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779240.000000 Penalty: 71150.023438
Iteration 364Q: 22 clusters Score -1.047792e+08 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 13082 members 
Mstep: Class 3 contains 52580 members 
Mstep: Class 4 contains 35519 members 
Mstep: Class 5 contains 6028 members 
Mstep: Class 6 contains 2810 members 
Mstep: Class 7 contains 31183 members 
Mstep: Class 8 contains 27989 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94593 members 
Mstep: Class 11 contains 14694 members 
Mstep: Class 12 contains 4216 members 
Mstep: Class 13 contains 262829 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1588 members 
Mstep: Class 17 contains 37507 members 
Mstep: Class 19 contains 54983 members 
Mstep: Class 20 contains 178890 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779264.000000 Penalty: 71150.023438
Iteration 365Q: 22 clusters Score -1.047793e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 13081 members 
Mstep: Class 3 contains 52585 members 
Mstep: Class 4 contains 35517 members 
Mstep: Class 5 contains 6028 members 
Mstep: Class 6 contains 2810 members 
Mstep: Class 7 contains 31187 members 
Mstep: Class 8 contains 27978 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94589 members 
Mstep: Class 11 contains 14690 members 
Mstep: Class 12 contains 4215 members 
Mstep: Class 13 contains 262901 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1589 members 
Mstep: Class 17 contains 37503 members 
Mstep: Class 19 contains 54979 members 
Mstep: Class 20 contains 178838 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779272.000000 Penalty: 71150.023438
Iteration 366Q: 22 clusters Score -1.047793e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 13079 members 
Mstep: Class 3 contains 52588 members 
Mstep: Class 4 contains 35520 members 
Mstep: Class 5 contains 6027 members 
Mstep: Class 6 contains 2810 members 
Mstep: Class 7 contains 31183 members 
Mstep: Class 8 contains 27968 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94585 members 
Mstep: Class 11 contains 14683 members 
Mstep: Class 12 contains 4212 members 
Mstep: Class 13 contains 262987 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1589 members 
Mstep: Class 17 contains 37499 members 
Mstep: Class 19 contains 54974 members 
Mstep: Class 20 contains 178784 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779416.000000 Penalty: 71150.023438
Iteration 367Q: 22 clusters Score -1.047794e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 13077 members 
Mstep: Class 3 contains 52588 members 
Mstep: Class 4 contains 35520 members 
Mstep: Class 5 contains 6026 members 
Mstep: Class 6 contains 2810 members 
Mstep: Class 7 contains 31176 members 
Mstep: Class 8 contains 27961 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94578 members 
Mstep: Class 11 contains 14676 members 
Mstep: Class 12 contains 4213 members 
Mstep: Class 13 contains 263076 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1588 members 
Mstep: Class 17 contains 37495 members 
Mstep: Class 19 contains 54975 members 
Mstep: Class 20 contains 178728 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779336.000000 Penalty: 71150.023438
Iteration 368Q: 22 clusters Score -1.047793e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 13076 members 
Mstep: Class 3 contains 52596 members 
Mstep: Class 4 contains 35521 members 
Mstep: Class 5 contains 6026 members 
Mstep: Class 6 contains 2811 members 
Mstep: Class 7 contains 31173 members 
Mstep: Class 8 contains 27947 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94583 members 
Mstep: Class 11 contains 14672 members 
Mstep: Class 12 contains 4217 members 
Mstep: Class 13 contains 263148 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1588 members 
Mstep: Class 17 contains 37490 members 
Mstep: Class 19 contains 54971 members 
Mstep: Class 20 contains 178669 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779224.000000 Penalty: 71150.023438
Iteration 369Q: 22 clusters Score -1.047792e+08 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 13075 members 
Mstep: Class 3 contains 52591 members 
Mstep: Class 4 contains 35518 members 
Mstep: Class 5 contains 6026 members 
Mstep: Class 6 contains 2812 members 
Mstep: Class 7 contains 31180 members 
Mstep: Class 8 contains 27937 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94596 members 
Mstep: Class 11 contains 14671 members 
Mstep: Class 12 contains 4220 members 
Mstep: Class 13 contains 263215 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1587 members 
Mstep: Class 17 contains 37480 members 
Mstep: Class 19 contains 54968 members 
Mstep: Class 20 contains 178613 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779184.000000 Penalty: 71150.023438
Iteration 370Q: 22 clusters Score -1.047792e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 13073 members 
Mstep: Class 3 contains 52578 members 
Mstep: Class 4 contains 35514 members 
Mstep: Class 5 contains 6026 members 
Mstep: Class 6 contains 2812 members 
Mstep: Class 7 contains 31185 members 
Mstep: Class 8 contains 27925 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94610 members 
Mstep: Class 11 contains 14668 members 
Mstep: Class 12 contains 4221 members 
Mstep: Class 13 contains 263289 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1585 members 
Mstep: Class 17 contains 37476 members 
Mstep: Class 19 contains 54962 members 
Mstep: Class 20 contains 178564 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779240.000000 Penalty: 71150.023438
Iteration 371Q: 22 clusters Score -1.047792e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 13072 members 
Mstep: Class 3 contains 52578 members 
Mstep: Class 4 contains 35517 members 
Mstep: Class 5 contains 6026 members 
Mstep: Class 6 contains 2813 members 
Mstep: Class 7 contains 31183 members 
Mstep: Class 8 contains 27921 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94632 members 
Mstep: Class 11 contains 14667 members 
Mstep: Class 12 contains 4224 members 
Mstep: Class 13 contains 263339 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1584 members 
Mstep: Class 17 contains 37472 members 
Mstep: Class 19 contains 54956 members 
Mstep: Class 20 contains 178506 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779352.000000 Penalty: 71150.023438
Iteration 372Q: 22 clusters Score -1.047794e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 13073 members 
Mstep: Class 3 contains 52576 members 
Mstep: Class 4 contains 35518 members 
Mstep: Class 5 contains 6026 members 
Mstep: Class 6 contains 2813 members 
Mstep: Class 7 contains 31177 members 
Mstep: Class 8 contains 27916 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94661 members 
Mstep: Class 11 contains 14664 members 
Mstep: Class 12 contains 4226 members 
Mstep: Class 13 contains 263376 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1581 members 
Mstep: Class 17 contains 37467 members 
Mstep: Class 19 contains 54948 members 
Mstep: Class 20 contains 178466 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779280.000000 Penalty: 71150.023438
Iteration 373Q: 22 clusters Score -1.047793e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 13074 members 
Mstep: Class 3 contains 52578 members 
Mstep: Class 4 contains 35517 members 
Mstep: Class 5 contains 6026 members 
Mstep: Class 6 contains 2812 members 
Mstep: Class 7 contains 31167 members 
Mstep: Class 8 contains 27908 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94680 members 
Mstep: Class 11 contains 14663 members 
Mstep: Class 12 contains 4229 members 
Mstep: Class 13 contains 263427 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1579 members 
Mstep: Class 17 contains 37464 members 
Mstep: Class 19 contains 54946 members 
Mstep: Class 20 contains 178418 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779352.000000 Penalty: 71150.023438
Iteration 374Q: 22 clusters Score -1.047794e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 13075 members 
Mstep: Class 3 contains 52584 members 
Mstep: Class 4 contains 35516 members 
Mstep: Class 5 contains 6026 members 
Mstep: Class 6 contains 2812 members 
Mstep: Class 7 contains 31158 members 
Mstep: Class 8 contains 27902 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94699 members 
Mstep: Class 11 contains 14664 members 
Mstep: Class 12 contains 4231 members 
Mstep: Class 13 contains 263483 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1575 members 
Mstep: Class 17 contains 37461 members 
Mstep: Class 19 contains 54949 members 
Mstep: Class 20 contains 178356 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779352.000000 Penalty: 71150.023438
Iteration 375Q: 22 clusters Score -1.047794e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 13077 members 
Mstep: Class 3 contains 52583 members 
Mstep: Class 4 contains 35515 members 
Mstep: Class 5 contains 6027 members 
Mstep: Class 6 contains 2811 members 
Mstep: Class 7 contains 31160 members 
Mstep: Class 8 contains 27900 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94718 members 
Mstep: Class 11 contains 14661 members 
Mstep: Class 12 contains 4233 members 
Mstep: Class 13 contains 263545 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1573 members 
Mstep: Class 17 contains 37454 members 
Mstep: Class 19 contains 54950 members 
Mstep: Class 20 contains 178285 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779280.000000 Penalty: 71150.023438
Iteration 376Q: 22 clusters Score -1.047793e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 13077 members 
Mstep: Class 3 contains 52580 members 
Mstep: Class 4 contains 35515 members 
Mstep: Class 5 contains 6027 members 
Mstep: Class 6 contains 2807 members 
Mstep: Class 7 contains 31164 members 
Mstep: Class 8 contains 27895 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94735 members 
Mstep: Class 11 contains 14662 members 
Mstep: Class 12 contains 4236 members 
Mstep: Class 13 contains 263612 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1574 members 
Mstep: Class 17 contains 37442 members 
Mstep: Class 19 contains 54953 members 
Mstep: Class 20 contains 178213 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779336.000000 Penalty: 71150.023438
Iteration 377Q: 22 clusters Score -1.047793e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 13079 members 
Mstep: Class 3 contains 52568 members 
Mstep: Class 4 contains 35516 members 
Mstep: Class 5 contains 6027 members 
Mstep: Class 6 contains 2803 members 
Mstep: Class 7 contains 31165 members 
Mstep: Class 8 contains 27890 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94754 members 
Mstep: Class 11 contains 14660 members 
Mstep: Class 12 contains 4236 members 
Mstep: Class 13 contains 263683 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1575 members 
Mstep: Class 17 contains 37432 members 
Mstep: Class 19 contains 54955 members 
Mstep: Class 20 contains 178150 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779296.000000 Penalty: 71150.023438
Iteration 378Q: 22 clusters Score -1.047793e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 13082 members 
Mstep: Class 3 contains 52568 members 
Mstep: Class 4 contains 35519 members 
Mstep: Class 5 contains 6027 members 
Mstep: Class 6 contains 2805 members 
Mstep: Class 7 contains 31160 members 
Mstep: Class 8 contains 27884 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94777 members 
Mstep: Class 11 contains 14657 members 
Mstep: Class 12 contains 4235 members 
Mstep: Class 13 contains 263767 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1574 members 
Mstep: Class 17 contains 37423 members 
Mstep: Class 19 contains 54952 members 
Mstep: Class 20 contains 178066 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779224.000000 Penalty: 71150.023438
Iteration 379Q: 22 clusters Score -1.047792e+08 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 13080 members 
Mstep: Class 3 contains 52566 members 
Mstep: Class 4 contains 35520 members 
Mstep: Class 5 contains 6027 members 
Mstep: Class 6 contains 2803 members 
Mstep: Class 7 contains 31170 members 
Mstep: Class 8 contains 27876 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94802 members 
Mstep: Class 11 contains 14662 members 
Mstep: Class 12 contains 4235 members 
Mstep: Class 13 contains 263837 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1575 members 
Mstep: Class 17 contains 37413 members 
Mstep: Class 19 contains 54952 members 
Mstep: Class 20 contains 177979 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779176.000000 Penalty: 71150.023438
Iteration 380F: 22 clusters Score -1.047792e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 13077 members 
Mstep: Class 3 contains 52559 members 
Mstep: Class 4 contains 35521 members 
Mstep: Class 5 contains 6027 members 
Mstep: Class 6 contains 2801 members 
Mstep: Class 7 contains 31174 members 
Mstep: Class 8 contains 27874 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94829 members 
Mstep: Class 11 contains 14665 members 
Mstep: Class 12 contains 4234 members 
Mstep: Class 13 contains 263924 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1574 members 
Mstep: Class 17 contains 37404 members 
Mstep: Class 19 contains 54946 members 
Mstep: Class 20 contains 177889 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779048.000000 Penalty: 71150.023438
Iteration 381Q: 22 clusters Score -1.04779e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 13077 members 
Mstep: Class 3 contains 52545 members 
Mstep: Class 4 contains 35521 members 
Mstep: Class 5 contains 6027 members 
Mstep: Class 6 contains 2800 members 
Mstep: Class 7 contains 31175 members 
Mstep: Class 8 contains 27869 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94849 members 
Mstep: Class 11 contains 14664 members 
Mstep: Class 12 contains 4232 members 
Mstep: Class 13 contains 264003 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1574 members 
Mstep: Class 17 contains 37399 members 
Mstep: Class 19 contains 54945 members 
Mstep: Class 20 contains 177815 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779064.000000 Penalty: 71150.023438
Iteration 382Q: 22 clusters Score -1.047791e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 13076 members 
Mstep: Class 3 contains 52535 members 
Mstep: Class 4 contains 35520 members 
Mstep: Class 5 contains 6027 members 
Mstep: Class 6 contains 2799 members 
Mstep: Class 7 contains 31177 members 
Mstep: Class 8 contains 27862 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94868 members 
Mstep: Class 11 contains 14664 members 
Mstep: Class 12 contains 4232 members 
Mstep: Class 13 contains 264073 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1575 members 
Mstep: Class 17 contains 37391 members 
Mstep: Class 19 contains 54949 members 
Mstep: Class 20 contains 177746 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779048.000000 Penalty: 71150.023438
Iteration 383Q: 22 clusters Score -1.04779e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 13078 members 
Mstep: Class 3 contains 52526 members 
Mstep: Class 4 contains 35523 members 
Mstep: Class 5 contains 6027 members 
Mstep: Class 6 contains 2796 members 
Mstep: Class 7 contains 31172 members 
Mstep: Class 8 contains 27858 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94874 members 
Mstep: Class 11 contains 14663 members 
Mstep: Class 12 contains 4231 members 
Mstep: Class 13 contains 264143 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1575 members 
Mstep: Class 17 contains 37382 members 
Mstep: Class 19 contains 54952 members 
Mstep: Class 20 contains 177693 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778928.000000 Penalty: 71150.023438
Iteration 384Q: 22 clusters Score -1.047789e+08 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 13079 members 
Mstep: Class 3 contains 52518 members 
Mstep: Class 4 contains 35519 members 
Mstep: Class 5 contains 6027 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 31164 members 
Mstep: Class 8 contains 27848 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94884 members 
Mstep: Class 11 contains 14663 members 
Mstep: Class 12 contains 4232 members 
Mstep: Class 13 contains 264208 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 37375 members 
Mstep: Class 19 contains 54952 members 
Mstep: Class 20 contains 177653 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779080.000000 Penalty: 71150.023438
Iteration 385Q: 22 clusters Score -1.047791e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 13078 members 
Mstep: Class 3 contains 52500 members 
Mstep: Class 4 contains 35516 members 
Mstep: Class 5 contains 6026 members 
Mstep: Class 6 contains 2793 members 
Mstep: Class 7 contains 31148 members 
Mstep: Class 8 contains 27840 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94889 members 
Mstep: Class 11 contains 14664 members 
Mstep: Class 12 contains 4231 members 
Mstep: Class 13 contains 264248 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 37371 members 
Mstep: Class 19 contains 54956 members 
Mstep: Class 20 contains 177658 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778944.000000 Penalty: 71150.023438
Iteration 386Q: 22 clusters Score -1.047789e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 13078 members 
Mstep: Class 3 contains 52483 members 
Mstep: Class 4 contains 35514 members 
Mstep: Class 5 contains 6024 members 
Mstep: Class 6 contains 2793 members 
Mstep: Class 7 contains 31149 members 
Mstep: Class 8 contains 27833 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94890 members 
Mstep: Class 11 contains 14667 members 
Mstep: Class 12 contains 4230 members 
Mstep: Class 13 contains 264290 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 37362 members 
Mstep: Class 19 contains 54956 members 
Mstep: Class 20 contains 177648 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779024.000000 Penalty: 71150.023438
Iteration 387Q: 22 clusters Score -1.04779e+08 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 13074 members 
Mstep: Class 3 contains 52481 members 
Mstep: Class 4 contains 35510 members 
Mstep: Class 5 contains 6023 members 
Mstep: Class 6 contains 2795 members 
Mstep: Class 7 contains 31139 members 
Mstep: Class 8 contains 27827 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94896 members 
Mstep: Class 11 contains 14667 members 
Mstep: Class 12 contains 4230 members 
Mstep: Class 13 contains 264311 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 37358 members 
Mstep: Class 19 contains 54954 members 
Mstep: Class 20 contains 177656 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779000.000000 Penalty: 71150.023438
Iteration 388Q: 22 clusters Score -1.04779e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 13071 members 
Mstep: Class 3 contains 52480 members 
Mstep: Class 4 contains 35505 members 
Mstep: Class 5 contains 6023 members 
Mstep: Class 6 contains 2794 members 
Mstep: Class 7 contains 31137 members 
Mstep: Class 8 contains 27825 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94898 members 
Mstep: Class 11 contains 14667 members 
Mstep: Class 12 contains 4231 members 
Mstep: Class 13 contains 264321 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 37354 members 
Mstep: Class 19 contains 54951 members 
Mstep: Class 20 contains 177665 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779024.000000 Penalty: 71150.023438
Iteration 389Q: 22 clusters Score -1.04779e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 13071 members 
Mstep: Class 3 contains 52482 members 
Mstep: Class 4 contains 35503 members 
Mstep: Class 5 contains 6022 members 
Mstep: Class 6 contains 2794 members 
Mstep: Class 7 contains 31138 members 
Mstep: Class 8 contains 27821 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94901 members 
Mstep: Class 11 contains 14663 members 
Mstep: Class 12 contains 4231 members 
Mstep: Class 13 contains 264341 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 37354 members 
Mstep: Class 19 contains 54947 members 
Mstep: Class 20 contains 177654 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779016.000000 Penalty: 71150.023438
Iteration 390Q: 22 clusters Score -1.04779e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 13071 members 
Mstep: Class 3 contains 52489 members 
Mstep: Class 4 contains 35501 members 
Mstep: Class 5 contains 6020 members 
Mstep: Class 6 contains 2794 members 
Mstep: Class 7 contains 31136 members 
Mstep: Class 8 contains 27816 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94912 members 
Mstep: Class 11 contains 14661 members 
Mstep: Class 12 contains 4231 members 
Mstep: Class 13 contains 264353 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 37354 members 
Mstep: Class 19 contains 54943 members 
Mstep: Class 20 contains 177637 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779072.000000 Penalty: 71150.023438
Iteration 391Q: 22 clusters Score -1.047791e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 13070 members 
Mstep: Class 3 contains 52498 members 
Mstep: Class 4 contains 35497 members 
Mstep: Class 5 contains 6020 members 
Mstep: Class 6 contains 2794 members 
Mstep: Class 7 contains 31139 members 
Mstep: Class 8 contains 27814 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94923 members 
Mstep: Class 11 contains 14662 members 
Mstep: Class 12 contains 4232 members 
Mstep: Class 13 contains 264355 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1575 members 
Mstep: Class 17 contains 37354 members 
Mstep: Class 19 contains 54941 members 
Mstep: Class 20 contains 177622 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779072.000000 Penalty: 71150.023438
Iteration 392Q: 22 clusters Score -1.047791e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 13072 members 
Mstep: Class 3 contains 52497 members 
Mstep: Class 4 contains 35494 members 
Mstep: Class 5 contains 6020 members 
Mstep: Class 6 contains 2794 members 
Mstep: Class 7 contains 31140 members 
Mstep: Class 8 contains 27807 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94930 members 
Mstep: Class 11 contains 14662 members 
Mstep: Class 12 contains 4229 members 
Mstep: Class 13 contains 264367 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 37353 members 
Mstep: Class 19 contains 54939 members 
Mstep: Class 20 contains 177616 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778992.000000 Penalty: 71150.023438
Iteration 393Q: 22 clusters Score -1.04779e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 13076 members 
Mstep: Class 3 contains 52499 members 
Mstep: Class 4 contains 35493 members 
Mstep: Class 5 contains 6020 members 
Mstep: Class 6 contains 2794 members 
Mstep: Class 7 contains 31139 members 
Mstep: Class 8 contains 27801 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94937 members 
Mstep: Class 11 contains 14662 members 
Mstep: Class 12 contains 4228 members 
Mstep: Class 13 contains 264378 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 37355 members 
Mstep: Class 19 contains 54936 members 
Mstep: Class 20 contains 177601 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779032.000000 Penalty: 71150.023438
Iteration 394Q: 22 clusters Score -1.04779e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 13074 members 
Mstep: Class 3 contains 52495 members 
Mstep: Class 4 contains 35493 members 
Mstep: Class 5 contains 6020 members 
Mstep: Class 6 contains 2794 members 
Mstep: Class 7 contains 31139 members 
Mstep: Class 8 contains 27797 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94939 members 
Mstep: Class 11 contains 14663 members 
Mstep: Class 12 contains 4228 members 
Mstep: Class 13 contains 264393 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 37349 members 
Mstep: Class 19 contains 54931 members 
Mstep: Class 20 contains 177602 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779080.000000 Penalty: 71150.023438
Iteration 395Q: 22 clusters Score -1.047791e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 13070 members 
Mstep: Class 3 contains 52477 members 
Mstep: Class 4 contains 35493 members 
Mstep: Class 5 contains 6020 members 
Mstep: Class 6 contains 2794 members 
Mstep: Class 7 contains 31134 members 
Mstep: Class 8 contains 27791 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94947 members 
Mstep: Class 11 contains 14663 members 
Mstep: Class 12 contains 4228 members 
Mstep: Class 13 contains 264408 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 37345 members 
Mstep: Class 19 contains 54927 members 
Mstep: Class 20 contains 177620 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779104.000000 Penalty: 71150.023438
Iteration 396Q: 22 clusters Score -1.047791e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 13068 members 
Mstep: Class 3 contains 52471 members 
Mstep: Class 4 contains 35495 members 
Mstep: Class 5 contains 6020 members 
Mstep: Class 6 contains 2794 members 
Mstep: Class 7 contains 31144 members 
Mstep: Class 8 contains 27789 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94955 members 
Mstep: Class 11 contains 14665 members 
Mstep: Class 12 contains 4228 members 
Mstep: Class 13 contains 264402 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1576 members 
Mstep: Class 17 contains 37337 members 
Mstep: Class 19 contains 54926 members 
Mstep: Class 20 contains 177624 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778992.000000 Penalty: 71150.023438
Iteration 397Q: 22 clusters Score -1.04779e+08 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 13068 members 
Mstep: Class 3 contains 52471 members 
Mstep: Class 4 contains 35495 members 
Mstep: Class 5 contains 6020 members 
Mstep: Class 6 contains 2793 members 
Mstep: Class 7 contains 31148 members 
Mstep: Class 8 contains 27786 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94963 members 
Mstep: Class 11 contains 14663 members 
Mstep: Class 12 contains 4227 members 
Mstep: Class 13 contains 264408 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1575 members 
Mstep: Class 17 contains 37328 members 
Mstep: Class 19 contains 54925 members 
Mstep: Class 20 contains 177622 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778976.000000 Penalty: 71150.023438
Iteration 398Q: 22 clusters Score -1.04779e+08 nChanged 127
Entering ConstructFrom: 
Score: -104778976.000000 Penalty: 71150.023438
Entering ConstructFrom: 
Trying to split cluster 1 (21715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Entering Unmasked Estep 
Score: -2610643.250000 Penalty: 2476.468262
	Iteration 0F: 2 clusters Score -2610643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -2595541.500000 Penalty: 4952.936523
	Iteration 0F: 3 clusters Score -2595542 nChanged 9499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -2600592.000000 Penalty: 4952.936523
	Iteration 1F: 3 clusters Score -2600592 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -2600987.500000 Penalty: 4952.936523
	Iteration 2F: 3 clusters Score -2600988 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -2601289.500000 Penalty: 4952.936523
	Iteration 3Q: 3 clusters Score -2601290 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -2601567.500000 Penalty: 4952.936523
	Iteration 4Q: 3 clusters Score -2601568 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -2601806.500000 Penalty: 4952.936523
	Iteration 5Q: 3 clusters Score -2601806 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -2602017.250000 Penalty: 4952.936523
	Iteration 6Q: 3 clusters Score -2602017 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -2602220.750000 Penalty: 4952.936523
	Iteration 7Q: 3 clusters Score -2602221 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -2602408.250000 Penalty: 4952.936523
	Iteration 8Q: 3 clusters Score -2602408 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -2602647.250000 Penalty: 4952.936523
	Iteration 9Q: 3 clusters Score -2602647 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -2602908.750000 Penalty: 4952.936523
	Iteration 10Q: 3 clusters Score -2602909 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 13596 members 
Entering Unmasked Estep 
Score: -2603216.000000 Penalty: 4952.936523
	Iteration 11Q: 3 clusters Score -2603216 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -2603606.000000 Penalty: 4952.936523
	Iteration 12Q: 3 clusters Score -2603606 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -2604057.750000 Penalty: 4952.936523
	Iteration 13Q: 3 clusters Score -2604058 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -2604560.750000 Penalty: 4952.936523
	Iteration 14Q: 3 clusters Score -2604561 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -2605198.750000 Penalty: 4952.936523
	Iteration 15Q: 3 clusters Score -2605199 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -2605914.000000 Penalty: 4952.936523
	Iteration 16Q: 3 clusters Score -2605914 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -2606596.250000 Penalty: 4952.936523
	Iteration 17Q: 3 clusters Score -2606596 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -2607186.250000 Penalty: 4952.936523
	Iteration 18Q: 3 clusters Score -2607186 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -2607614.250000 Penalty: 4952.936523
	Iteration 19Q: 3 clusters Score -2607614 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -2607942.750000 Penalty: 4952.936523
	Iteration 20F: 3 clusters Score -2607943 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -2608186.750000 Penalty: 4952.936523
	Iteration 21Q: 3 clusters Score -2608187 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -2608354.750000 Penalty: 4952.936523
	Iteration 22Q: 3 clusters Score -2608355 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -2608446.500000 Penalty: 4952.936523
	Iteration 23Q: 3 clusters Score -2608446 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -2608495.000000 Penalty: 4952.936523
	Iteration 24Q: 3 clusters Score -2608495 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -2608528.000000 Penalty: 4952.936523
	Iteration 25Q: 3 clusters Score -2608528 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -2608540.000000 Penalty: 4952.936523
	Iteration 26Q: 3 clusters Score -2608540 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -2608546.000000 Penalty: 4952.936523
	Iteration 27Q: 3 clusters Score -2608546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -2608551.500000 Penalty: 4952.936523
	Iteration 28Q: 3 clusters Score -2608552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -2608554.250000 Penalty: 4952.936523
	Iteration 29Q: 3 clusters Score -2608554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -2608564.500000 Penalty: 4952.936523
	Iteration 30Q: 3 clusters Score -2608564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -2608568.500000 Penalty: 4952.936523
	Iteration 31Q: 3 clusters Score -2608568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -2608580.000000 Penalty: 4952.936523
	Iteration 32Q: 3 clusters Score -2608580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -2608581.000000 Penalty: 4952.936523
	Iteration 33Q: 3 clusters Score -2608581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -2608583.500000 Penalty: 4952.936523
	Iteration 34Q: 3 clusters Score -2608584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -2608584.500000 Penalty: 4952.936523
	Iteration 35Q: 3 clusters Score -2608584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -2608587.500000 Penalty: 4952.936523
	Iteration 36Q: 3 clusters Score -2608588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -2608588.750000 Penalty: 4952.936523
	Iteration 37Q: 3 clusters Score -2608589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -2608587.500000 Penalty: 4952.936523
	Iteration 38Q: 3 clusters Score -2608588 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -2608588.750000 Penalty: 4952.936523
	Iteration 39Q: 3 clusters Score -2608589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -2608587.500000 Penalty: 4952.936523
	Iteration 40F: 3 clusters Score -2608588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -2608592.250000 Penalty: 4952.936523
	Iteration 41Q: 3 clusters Score -2608592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -2608590.500000 Penalty: 4952.936523
	Iteration 42Q: 3 clusters Score -2608590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -2608594.500000 Penalty: 4952.936523
	Iteration 43Q: 3 clusters Score -2608594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -2608593.750000 Penalty: 4952.936523
	Iteration 44Q: 3 clusters Score -2608594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -2608594.250000 Penalty: 4952.936523
	Iteration 45Q: 3 clusters Score -2608594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -2608594.250000 Penalty: 4952.936523
	Iteration 46F: 3 clusters Score -2608594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Entering Unmasked Estep 
Score: -1630858.375000 Penalty: 2350.524414
	Iteration 0F: 2 clusters Score -1630858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1621282.000000 Penalty: 4701.048828
	Iteration 0F: 3 clusters Score -1621282 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1624224.625000 Penalty: 4701.048828
	Iteration 1F: 3 clusters Score -1624225 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1624554.500000 Penalty: 4701.048828
	Iteration 2F: 3 clusters Score -1624554 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1624853.500000 Penalty: 4701.048828
	Iteration 3Q: 3 clusters Score -1624854 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1625135.875000 Penalty: 4701.048828
	Iteration 4Q: 3 clusters Score -1625136 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1625429.250000 Penalty: 4701.048828
	Iteration 5Q: 3 clusters Score -1625429 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1625746.125000 Penalty: 4701.048828
	Iteration 6Q: 3 clusters Score -1625746 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1626107.625000 Penalty: 4701.048828
	Iteration 7Q: 3 clusters Score -1626108 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1626521.375000 Penalty: 4701.048828
	Iteration 8Q: 3 clusters Score -1626521 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1626978.500000 Penalty: 4701.048828
	Iteration 9Q: 3 clusters Score -1626978 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1627434.750000 Penalty: 4701.048828
	Iteration 10Q: 3 clusters Score -1627435 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1627971.500000 Penalty: 4701.048828
	Iteration 11Q: 3 clusters Score -1627972 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1628463.500000 Penalty: 4701.048828
	Iteration 12Q: 3 clusters Score -1628464 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1628867.875000 Penalty: 4701.048828
	Iteration 13Q: 3 clusters Score -1628868 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1629276.000000 Penalty: 4701.048828
	Iteration 14Q: 3 clusters Score -1629276 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -1629609.125000 Penalty: 4701.048828
	Iteration 15Q: 3 clusters Score -1629609 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1629828.625000 Penalty: 4701.048828
	Iteration 16Q: 3 clusters Score -1629829 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1629915.000000 Penalty: 4701.048828
	Iteration 17Q: 3 clusters Score -1629915 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1629940.250000 Penalty: 4701.048828
	Iteration 18Q: 3 clusters Score -1629940 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1629959.000000 Penalty: 4701.048828
	Iteration 19Q: 3 clusters Score -1629959 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1629968.000000 Penalty: 4701.048828
	Iteration 20F: 3 clusters Score -1629968 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -1629965.125000 Penalty: 4701.048828
	Iteration 21Q: 3 clusters Score -1629965 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1629964.625000 Penalty: 4701.048828
	Iteration 22Q: 3 clusters Score -1629965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1629965.125000 Penalty: 4701.048828
	Iteration 23Q: 3 clusters Score -1629965 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1629968.250000 Penalty: 4701.048828
	Iteration 24Q: 3 clusters Score -1629968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -1629969.000000 Penalty: 4701.048828
	Iteration 25Q: 3 clusters Score -1629969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1629967.625000 Penalty: 4701.048828
	Iteration 26Q: 3 clusters Score -1629968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1629967.625000 Penalty: 4701.048828
	Iteration 27F: 3 clusters Score -1629968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (52471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52471 members 
Entering Unmasked Estep 
Score: -6587074.500000 Penalty: 2695.268066
	Iteration 0F: 2 clusters Score -6587074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -6551671.000000 Penalty: 5390.536133
	Iteration 0F: 3 clusters Score -6551671 nChanged 24144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -6565194.000000 Penalty: 5390.536133
	Iteration 1F: 3 clusters Score -6565194 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -6565807.500000 Penalty: 5390.536133
	Iteration 2Q: 3 clusters Score -6565808 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 27310 members 
Entering Unmasked Estep 
Score: -6566455.000000 Penalty: 5390.536133
	Iteration 3Q: 3 clusters Score -6566455 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 27904 members 
Entering Unmasked Estep 
Score: -6567209.500000 Penalty: 5390.536133
	Iteration 4Q: 3 clusters Score -6567210 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23801 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -6568153.000000 Penalty: 5390.536133
	Iteration 5Q: 3 clusters Score -6568153 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22810 members 
Mstep: Class 2 contains 29661 members 
Entering Unmasked Estep 
Score: -6569330.000000 Penalty: 5390.536133
	Iteration 6Q: 3 clusters Score -6569330 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 30894 members 
Entering Unmasked Estep 
Score: -6570771.500000 Penalty: 5390.536133
	Iteration 7F: 3 clusters Score -6570772 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 32408 members 
Entering Unmasked Estep 
Score: -6572861.000000 Penalty: 5390.536133
	Iteration 8F: 3 clusters Score -6572861 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -6575393.000000 Penalty: 5390.536133
	Iteration 9F: 3 clusters Score -6575393 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 35726 members 
Entering Unmasked Estep 
Score: -6577745.000000 Penalty: 5390.536133
	Iteration 10F: 3 clusters Score -6577745 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15553 members 
Mstep: Class 2 contains 36918 members 
Entering Unmasked Estep 
Score: -6579226.000000 Penalty: 5390.536133
	Iteration 11Q: 3 clusters Score -6579226 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 37844 members 
Entering Unmasked Estep 
Score: -6579933.500000 Penalty: 5390.536133
	Iteration 12Q: 3 clusters Score -6579934 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 38647 members 
Entering Unmasked Estep 
Score: -6580346.000000 Penalty: 5390.536133
	Iteration 13Q: 3 clusters Score -6580346 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 39446 members 
Entering Unmasked Estep 
Score: -6580661.000000 Penalty: 5390.536133
	Iteration 14Q: 3 clusters Score -6580661 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 40187 members 
Entering Unmasked Estep 
Score: -6580975.000000 Penalty: 5390.536133
	Iteration 15Q: 3 clusters Score -6580975 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -6581214.000000 Penalty: 5390.536133
	Iteration 16Q: 3 clusters Score -6581214 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 41622 members 
Entering Unmasked Estep 
Score: -6581466.500000 Penalty: 5390.536133
	Iteration 17Q: 3 clusters Score -6581466 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 42328 members 
Entering Unmasked Estep 
Score: -6581751.000000 Penalty: 5390.536133
	Iteration 18Q: 3 clusters Score -6581751 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 43015 members 
Entering Unmasked Estep 
Score: -6582032.000000 Penalty: 5390.536133
	Iteration 19Q: 3 clusters Score -6582032 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 43663 members 
Entering Unmasked Estep 
Score: -6582285.000000 Penalty: 5390.536133
	Iteration 20F: 3 clusters Score -6582285 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 44287 members 
Entering Unmasked Estep 
Score: -6582512.000000 Penalty: 5390.536133
	Iteration 21Q: 3 clusters Score -6582512 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 44830 members 
Entering Unmasked Estep 
Score: -6582665.500000 Penalty: 5390.536133
	Iteration 22Q: 3 clusters Score -6582666 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 45347 members 
Entering Unmasked Estep 
Score: -6582844.500000 Penalty: 5390.536133
	Iteration 23Q: 3 clusters Score -6582844 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 45841 members 
Entering Unmasked Estep 
Score: -6583048.500000 Penalty: 5390.536133
	Iteration 24Q: 3 clusters Score -6583048 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 46267 members 
Entering Unmasked Estep 
Score: -6583193.500000 Penalty: 5390.536133
	Iteration 25Q: 3 clusters Score -6583194 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 46694 members 
Entering Unmasked Estep 
Score: -6583346.500000 Penalty: 5390.536133
	Iteration 26Q: 3 clusters Score -6583346 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 47084 members 
Entering Unmasked Estep 
Score: -6583499.500000 Penalty: 5390.536133
	Iteration 27Q: 3 clusters Score -6583500 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 47444 members 
Entering Unmasked Estep 
Score: -6583609.000000 Penalty: 5390.536133
	Iteration 28Q: 3 clusters Score -6583609 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 47769 members 
Entering Unmasked Estep 
Score: -6583721.500000 Penalty: 5390.536133
	Iteration 29Q: 3 clusters Score -6583722 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 48072 members 
Entering Unmasked Estep 
Score: -6583799.500000 Penalty: 5390.536133
	Iteration 30Q: 3 clusters Score -6583800 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 48353 members 
Entering Unmasked Estep 
Score: -6583892.000000 Penalty: 5390.536133
	Iteration 31Q: 3 clusters Score -6583892 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 48604 members 
Entering Unmasked Estep 
Score: -6583953.000000 Penalty: 5390.536133
	Iteration 32Q: 3 clusters Score -6583953 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 48854 members 
Entering Unmasked Estep 
Score: -6584019.000000 Penalty: 5390.536133
	Iteration 33Q: 3 clusters Score -6584019 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 49061 members 
Entering Unmasked Estep 
Score: -6584077.500000 Penalty: 5390.536133
	Iteration 34Q: 3 clusters Score -6584078 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 49231 members 
Entering Unmasked Estep 
Score: -6584126.500000 Penalty: 5390.536133
	Iteration 35Q: 3 clusters Score -6584126 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 49394 members 
Entering Unmasked Estep 
Score: -6584175.500000 Penalty: 5390.536133
	Iteration 36Q: 3 clusters Score -6584176 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 49516 members 
Entering Unmasked Estep 
Score: -6584242.000000 Penalty: 5390.536133
	Iteration 37Q: 3 clusters Score -6584242 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 49633 members 
Entering Unmasked Estep 
Score: -6584244.000000 Penalty: 5390.536133
	Iteration 38Q: 3 clusters Score -6584244 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 49752 members 
Entering Unmasked Estep 
Score: -6584279.500000 Penalty: 5390.536133
	Iteration 39Q: 3 clusters Score -6584280 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 49860 members 
Entering Unmasked Estep 
Score: -6584328.500000 Penalty: 5390.536133
	Iteration 40F: 3 clusters Score -6584328 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 49975 members 
Entering Unmasked Estep 
Score: -6584370.000000 Penalty: 5390.536133
	Iteration 41Q: 3 clusters Score -6584370 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 50074 members 
Entering Unmasked Estep 
Score: -6584401.000000 Penalty: 5390.536133
	Iteration 42Q: 3 clusters Score -6584401 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 50166 members 
Entering Unmasked Estep 
Score: -6584439.500000 Penalty: 5390.536133
	Iteration 43Q: 3 clusters Score -6584440 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 50259 members 
Entering Unmasked Estep 
Score: -6584498.000000 Penalty: 5390.536133
	Iteration 44Q: 3 clusters Score -6584498 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 50345 members 
Entering Unmasked Estep 
Score: -6584528.000000 Penalty: 5390.536133
	Iteration 45Q: 3 clusters Score -6584528 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 50419 members 
Entering Unmasked Estep 
Score: -6584525.500000 Penalty: 5390.536133
	Iteration 46Q: 3 clusters Score -6584526 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 50494 members 
Entering Unmasked Estep 
Score: -6584554.000000 Penalty: 5390.536133
	Iteration 47Q: 3 clusters Score -6584554 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 50569 members 
Entering Unmasked Estep 
Score: -6584594.000000 Penalty: 5390.536133
	Iteration 48Q: 3 clusters Score -6584594 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 50641 members 
Entering Unmasked Estep 
Score: -6584594.000000 Penalty: 5390.536133
	Iteration 49Q: 3 clusters Score -6584594 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 50697 members 
Entering Unmasked Estep 
Score: -6584597.500000 Penalty: 5390.536133
	Iteration 50Q: 3 clusters Score -6584598 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 50740 members 
Entering Unmasked Estep 
Score: -6584622.500000 Penalty: 5390.536133
	Iteration 51Q: 3 clusters Score -6584622 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 50786 members 
Entering Unmasked Estep 
Score: -6584637.000000 Penalty: 5390.536133
	Iteration 52Q: 3 clusters Score -6584637 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 50822 members 
Entering Unmasked Estep 
Score: -6584635.000000 Penalty: 5390.536133
	Iteration 53Q: 3 clusters Score -6584635 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 50858 members 
Entering Unmasked Estep 
Score: -6584657.000000 Penalty: 5390.536133
	Iteration 54Q: 3 clusters Score -6584657 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 50882 members 
Entering Unmasked Estep 
Score: -6584664.500000 Penalty: 5390.536133
	Iteration 55Q: 3 clusters Score -6584664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 50899 members 
Entering Unmasked Estep 
Score: -6584679.000000 Penalty: 5390.536133
	Iteration 56Q: 3 clusters Score -6584679 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 50916 members 
Entering Unmasked Estep 
Score: -6584669.500000 Penalty: 5390.536133
	Iteration 57Q: 3 clusters Score -6584670 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 50934 members 
Entering Unmasked Estep 
Score: -6584676.500000 Penalty: 5390.536133
	Iteration 58Q: 3 clusters Score -6584676 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 50961 members 
Entering Unmasked Estep 
Score: -6584678.000000 Penalty: 5390.536133
	Iteration 59Q: 3 clusters Score -6584678 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 50991 members 
Entering Unmasked Estep 
Score: -6584686.500000 Penalty: 5390.536133
	Iteration 60F: 3 clusters Score -6584686 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 51017 members 
Entering Unmasked Estep 
Score: -6584680.000000 Penalty: 5390.536133
	Iteration 61Q: 3 clusters Score -6584680 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 51037 members 
Entering Unmasked Estep 
Score: -6584697.000000 Penalty: 5390.536133
	Iteration 62Q: 3 clusters Score -6584697 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 51057 members 
Entering Unmasked Estep 
Score: -6584694.500000 Penalty: 5390.536133
	Iteration 63Q: 3 clusters Score -6584694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 51077 members 
Entering Unmasked Estep 
Score: -6584702.500000 Penalty: 5390.536133
	Iteration 64Q: 3 clusters Score -6584702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 51093 members 
Entering Unmasked Estep 
Score: -6584716.500000 Penalty: 5390.536133
	Iteration 65Q: 3 clusters Score -6584716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 51107 members 
Entering Unmasked Estep 
Score: -6584720.000000 Penalty: 5390.536133
	Iteration 66Q: 3 clusters Score -6584720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 51120 members 
Entering Unmasked Estep 
Score: -6584721.500000 Penalty: 5390.536133
	Iteration 67Q: 3 clusters Score -6584722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 51126 members 
Entering Unmasked Estep 
Score: -6584725.000000 Penalty: 5390.536133
	Iteration 68Q: 3 clusters Score -6584725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 51132 members 
Entering Unmasked Estep 
Score: -6584723.000000 Penalty: 5390.536133
	Iteration 69Q: 3 clusters Score -6584723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 51140 members 
Entering Unmasked Estep 
Score: -6584727.500000 Penalty: 5390.536133
	Iteration 70Q: 3 clusters Score -6584728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 51144 members 
Entering Unmasked Estep 
Score: -6584727.500000 Penalty: 5390.536133
	Iteration 71Q: 3 clusters Score -6584728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 51149 members 
Entering Unmasked Estep 
Score: -6584738.500000 Penalty: 5390.536133
	Iteration 72Q: 3 clusters Score -6584738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 51152 members 
Entering Unmasked Estep 
Score: -6584737.500000 Penalty: 5390.536133
	Iteration 73Q: 3 clusters Score -6584738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 51160 members 
Entering Unmasked Estep 
Score: -6584736.500000 Penalty: 5390.536133
	Iteration 74Q: 3 clusters Score -6584736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 51167 members 
Entering Unmasked Estep 
Score: -6584744.500000 Penalty: 5390.536133
	Iteration 75Q: 3 clusters Score -6584744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 51173 members 
Entering Unmasked Estep 
Score: -6584744.000000 Penalty: 5390.536133
	Iteration 76Q: 3 clusters Score -6584744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 51184 members 
Entering Unmasked Estep 
Score: -6584754.000000 Penalty: 5390.536133
	Iteration 77Q: 3 clusters Score -6584754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 51191 members 
Entering Unmasked Estep 
Score: -6584753.500000 Penalty: 5390.536133
	Iteration 78Q: 3 clusters Score -6584754 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 51197 members 
Entering Unmasked Estep 
Score: -6584746.500000 Penalty: 5390.536133
	Iteration 79Q: 3 clusters Score -6584746 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 51202 members 
Entering Unmasked Estep 
Score: -6584749.000000 Penalty: 5390.536133
	Iteration 80F: 3 clusters Score -6584749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 51205 members 
Entering Unmasked Estep 
Score: -6584754.500000 Penalty: 5390.536133
	Iteration 81Q: 3 clusters Score -6584754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 51210 members 
Entering Unmasked Estep 
Score: -6584754.000000 Penalty: 5390.536133
	Iteration 82Q: 3 clusters Score -6584754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 51215 members 
Entering Unmasked Estep 
Score: -6584753.000000 Penalty: 5390.536133
	Iteration 83Q: 3 clusters Score -6584753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 51219 members 
Entering Unmasked Estep 
Score: -6584757.000000 Penalty: 5390.536133
	Iteration 84Q: 3 clusters Score -6584757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 51221 members 
Entering Unmasked Estep 
Score: -6584752.500000 Penalty: 5390.536133
	Iteration 85Q: 3 clusters Score -6584752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 51222 members 
Entering Unmasked Estep 
Score: -6584759.000000 Penalty: 5390.536133
	Iteration 86Q: 3 clusters Score -6584759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 51224 members 
Entering Unmasked Estep 
Score: -6584757.500000 Penalty: 5390.536133
	Iteration 87Q: 3 clusters Score -6584758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 51226 members 
Entering Unmasked Estep 
Score: -6584762.000000 Penalty: 5390.536133
	Iteration 88Q: 3 clusters Score -6584762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 51229 members 
Entering Unmasked Estep 
Score: -6584765.000000 Penalty: 5390.536133
	Iteration 89Q: 3 clusters Score -6584765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 51234 members 
Entering Unmasked Estep 
Score: -6584764.000000 Penalty: 5390.536133
	Iteration 90Q: 3 clusters Score -6584764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 51239 members 
Entering Unmasked Estep 
Score: -6584761.500000 Penalty: 5390.536133
	Iteration 91Q: 3 clusters Score -6584762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 51240 members 
Entering Unmasked Estep 
Score: -6584759.000000 Penalty: 5390.536133
	Iteration 92Q: 3 clusters Score -6584759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 51241 members 
Entering Unmasked Estep 
Score: -6584760.500000 Penalty: 5390.536133
	Iteration 93Q: 3 clusters Score -6584760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 51242 members 
Entering Unmasked Estep 
Score: -6584759.000000 Penalty: 5390.536133
	Iteration 94Q: 3 clusters Score -6584759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 51244 members 
Entering Unmasked Estep 
Score: -6584763.500000 Penalty: 5390.536133
	Iteration 95Q: 3 clusters Score -6584764 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 51246 members 
Entering Unmasked Estep 
Score: -6584759.000000 Penalty: 5390.536133
	Iteration 96Q: 3 clusters Score -6584759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 51247 members 
Entering Unmasked Estep 
Score: -6584761.500000 Penalty: 5390.536133
	Iteration 97Q: 3 clusters Score -6584762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 51248 members 
Entering Unmasked Estep 
Score: -6584760.000000 Penalty: 5390.536133
	Iteration 98Q: 3 clusters Score -6584760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 51248 members 
Entering Unmasked Estep 
Score: -6584760.000000 Penalty: 5390.536133
	Iteration 99F: 3 clusters Score -6584760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (35491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35491 members 
Entering Unmasked Estep 
Score: -4483615.000000 Penalty: 2598.304688
	Iteration 0F: 2 clusters Score -4483615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -4459341.500000 Penalty: 5196.609375
	Iteration 0F: 3 clusters Score -4459342 nChanged 16203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -4468307.500000 Penalty: 5196.609375
	Iteration 1F: 3 clusters Score -4468308 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -4468807.000000 Penalty: 5196.609375
	Iteration 2Q: 3 clusters Score -4468807 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -4469196.500000 Penalty: 5196.609375
	Iteration 3Q: 3 clusters Score -4469196 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -4469567.000000 Penalty: 5196.609375
	Iteration 4Q: 3 clusters Score -4469567 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -4469913.000000 Penalty: 5196.609375
	Iteration 5Q: 3 clusters Score -4469913 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 16603 members 
Entering Unmasked Estep 
Score: -4470243.500000 Penalty: 5196.609375
	Iteration 6Q: 3 clusters Score -4470244 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -4470578.500000 Penalty: 5196.609375
	Iteration 7Q: 3 clusters Score -4470578 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -4471047.000000 Penalty: 5196.609375
	Iteration 8Q: 3 clusters Score -4471047 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 15143 members 
Entering Unmasked Estep 
Score: -4471522.500000 Penalty: 5196.609375
	Iteration 9Q: 3 clusters Score -4471522 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -4472085.500000 Penalty: 5196.609375
	Iteration 10Q: 3 clusters Score -4472086 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -4472799.000000 Penalty: 5196.609375
	Iteration 11Q: 3 clusters Score -4472799 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -4473678.500000 Penalty: 5196.609375
	Iteration 12Q: 3 clusters Score -4473678 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -4474646.500000 Penalty: 5196.609375
	Iteration 13Q: 3 clusters Score -4474646 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -4475730.500000 Penalty: 5196.609375
	Iteration 14Q: 3 clusters Score -4475730 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -4476702.000000 Penalty: 5196.609375
	Iteration 15Q: 3 clusters Score -4476702 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -4477620.000000 Penalty: 5196.609375
	Iteration 16Q: 3 clusters Score -4477620 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30663 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -4478453.000000 Penalty: 5196.609375
	Iteration 17Q: 3 clusters Score -4478453 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -4479206.000000 Penalty: 5196.609375
	Iteration 18Q: 3 clusters Score -4479206 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32640 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -4479817.500000 Penalty: 5196.609375
	Iteration 19Q: 3 clusters Score -4479818 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -4480285.500000 Penalty: 5196.609375
	Iteration 20F: 3 clusters Score -4480286 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -4480639.500000 Penalty: 5196.609375
	Iteration 21Q: 3 clusters Score -4480640 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -4480889.500000 Penalty: 5196.609375
	Iteration 22Q: 3 clusters Score -4480890 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -4481062.500000 Penalty: 5196.609375
	Iteration 23Q: 3 clusters Score -4481062 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -4481160.000000 Penalty: 5196.609375
	Iteration 24Q: 3 clusters Score -4481160 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34644 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -4481216.500000 Penalty: 5196.609375
	Iteration 25Q: 3 clusters Score -4481216 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34709 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4481261.500000 Penalty: 5196.609375
	Iteration 26Q: 3 clusters Score -4481262 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34757 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -4481289.000000 Penalty: 5196.609375
	Iteration 27Q: 3 clusters Score -4481289 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34798 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -4481327.500000 Penalty: 5196.609375
	Iteration 28Q: 3 clusters Score -4481328 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34825 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4481351.000000 Penalty: 5196.609375
	Iteration 29Q: 3 clusters Score -4481351 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34846 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4481368.000000 Penalty: 5196.609375
	Iteration 30Q: 3 clusters Score -4481368 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4481381.000000 Penalty: 5196.609375
	Iteration 31Q: 3 clusters Score -4481381 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34884 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4481393.000000 Penalty: 5196.609375
	Iteration 32Q: 3 clusters Score -4481393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -4481403.500000 Penalty: 5196.609375
	Iteration 33Q: 3 clusters Score -4481404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34909 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -4481410.000000 Penalty: 5196.609375
	Iteration 34Q: 3 clusters Score -4481410 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34924 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4481417.000000 Penalty: 5196.609375
	Iteration 35Q: 3 clusters Score -4481417 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34931 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -4481429.500000 Penalty: 5196.609375
	Iteration 36Q: 3 clusters Score -4481430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34943 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -4481438.500000 Penalty: 5196.609375
	Iteration 37Q: 3 clusters Score -4481438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34948 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -4481445.000000 Penalty: 5196.609375
	Iteration 38Q: 3 clusters Score -4481445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34952 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4481445.500000 Penalty: 5196.609375
	Iteration 39Q: 3 clusters Score -4481446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34959 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4481452.000000 Penalty: 5196.609375
	Iteration 40F: 3 clusters Score -4481452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -4481460.000000 Penalty: 5196.609375
	Iteration 41Q: 3 clusters Score -4481460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34968 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -4481460.500000 Penalty: 5196.609375
	Iteration 42Q: 3 clusters Score -4481460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -4481465.500000 Penalty: 5196.609375
	Iteration 43Q: 3 clusters Score -4481466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4481472.500000 Penalty: 5196.609375
	Iteration 44Q: 3 clusters Score -4481472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34978 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4481475.500000 Penalty: 5196.609375
	Iteration 45Q: 3 clusters Score -4481476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34978 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4481478.500000 Penalty: 5196.609375
	Iteration 46Q: 3 clusters Score -4481478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34978 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -4481478.500000 Penalty: 5196.609375
	Iteration 47F: 3 clusters Score -4481478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Entering Unmasked Estep 
Score: -760693.125000 Penalty: 2158.304932
	Iteration 0F: 2 clusters Score -760693.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -755493.125000 Penalty: 4316.609863
	Iteration 0F: 3 clusters Score -755493.1 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -756721.000000 Penalty: 4316.609863
	Iteration 1F: 3 clusters Score -756721 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -756957.312500 Penalty: 4316.609863
	Iteration 2F: 3 clusters Score -756957.3 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -757107.750000 Penalty: 4316.609863
	Iteration 3F: 3 clusters Score -757107.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -757204.187500 Penalty: 4316.609863
	Iteration 4Q: 3 clusters Score -757204.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -757271.375000 Penalty: 4316.609863
	Iteration 5Q: 3 clusters Score -757271.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -757334.000000 Penalty: 4316.609863
	Iteration 6Q: 3 clusters Score -757334 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -757389.000000 Penalty: 4316.609863
	Iteration 7Q: 3 clusters Score -757389 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -757430.187500 Penalty: 4316.609863
	Iteration 8Q: 3 clusters Score -757430.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -757469.125000 Penalty: 4316.609863
	Iteration 9Q: 3 clusters Score -757469.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -757503.062500 Penalty: 4316.609863
	Iteration 10Q: 3 clusters Score -757503.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -757532.250000 Penalty: 4316.609863
	Iteration 11Q: 3 clusters Score -757532.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -757559.312500 Penalty: 4316.609863
	Iteration 12Q: 3 clusters Score -757559.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -757588.250000 Penalty: 4316.609863
	Iteration 13Q: 3 clusters Score -757588.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -757612.187500 Penalty: 4316.609863
	Iteration 14Q: 3 clusters Score -757612.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -757637.875000 Penalty: 4316.609863
	Iteration 15Q: 3 clusters Score -757637.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -757661.312500 Penalty: 4316.609863
	Iteration 16Q: 3 clusters Score -757661.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -757684.937500 Penalty: 4316.609863
	Iteration 17Q: 3 clusters Score -757684.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -757706.937500 Penalty: 4316.609863
	Iteration 18Q: 3 clusters Score -757706.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -757727.750000 Penalty: 4316.609863
	Iteration 19Q: 3 clusters Score -757727.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -757754.750000 Penalty: 4316.609863
	Iteration 20F: 3 clusters Score -757754.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -757790.000000 Penalty: 4316.609863
	Iteration 21Q: 3 clusters Score -757790 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -757823.312500 Penalty: 4316.609863
	Iteration 22Q: 3 clusters Score -757823.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -757860.875000 Penalty: 4316.609863
	Iteration 23Q: 3 clusters Score -757860.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -757900.625000 Penalty: 4316.609863
	Iteration 24Q: 3 clusters Score -757900.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -757939.250000 Penalty: 4316.609863
	Iteration 25Q: 3 clusters Score -757939.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -757989.937500 Penalty: 4316.609863
	Iteration 26Q: 3 clusters Score -757989.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -758046.312500 Penalty: 4316.609863
	Iteration 27Q: 3 clusters Score -758046.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -758110.062500 Penalty: 4316.609863
	Iteration 28Q: 3 clusters Score -758110.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -758181.875000 Penalty: 4316.609863
	Iteration 29Q: 3 clusters Score -758181.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -758261.625000 Penalty: 4316.609863
	Iteration 30Q: 3 clusters Score -758261.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -758337.937500 Penalty: 4316.609863
	Iteration 31Q: 3 clusters Score -758337.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -758424.937500 Penalty: 4316.609863
	Iteration 32Q: 3 clusters Score -758424.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -758501.000000 Penalty: 4316.609863
	Iteration 33Q: 3 clusters Score -758501 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -758564.562500 Penalty: 4316.609863
	Iteration 34Q: 3 clusters Score -758564.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -758613.625000 Penalty: 4316.609863
	Iteration 35Q: 3 clusters Score -758613.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -758648.812500 Penalty: 4316.609863
	Iteration 36Q: 3 clusters Score -758648.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -758684.562500 Penalty: 4316.609863
	Iteration 37Q: 3 clusters Score -758684.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -758711.000000 Penalty: 4316.609863
	Iteration 38Q: 3 clusters Score -758711 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -758733.500000 Penalty: 4316.609863
	Iteration 39Q: 3 clusters Score -758733.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -758748.187500 Penalty: 4316.609863
	Iteration 40F: 3 clusters Score -758748.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -758760.312500 Penalty: 4316.609863
	Iteration 41Q: 3 clusters Score -758760.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -758762.375000 Penalty: 4316.609863
	Iteration 42Q: 3 clusters Score -758762.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -758766.062500 Penalty: 4316.609863
	Iteration 43Q: 3 clusters Score -758766.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -758766.625000 Penalty: 4316.609863
	Iteration 44Q: 3 clusters Score -758766.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -758771.687500 Penalty: 4316.609863
	Iteration 45Q: 3 clusters Score -758771.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -758773.312500 Penalty: 4316.609863
	Iteration 46Q: 3 clusters Score -758773.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -758776.375000 Penalty: 4316.609863
	Iteration 47Q: 3 clusters Score -758776.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -758781.125000 Penalty: 4316.609863
	Iteration 48Q: 3 clusters Score -758781.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -758782.500000 Penalty: 4316.609863
	Iteration 49Q: 3 clusters Score -758782.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -758789.687500 Penalty: 4316.609863
	Iteration 50Q: 3 clusters Score -758789.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -758791.875000 Penalty: 4316.609863
	Iteration 51Q: 3 clusters Score -758791.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -758793.125000 Penalty: 4316.609863
	Iteration 52Q: 3 clusters Score -758793.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -758794.437500 Penalty: 4316.609863
	Iteration 53Q: 3 clusters Score -758794.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -758794.437500 Penalty: 4316.609863
	Iteration 54F: 3 clusters Score -758794.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Entering Unmasked Estep 
Score: -344546.906250 Penalty: 1967.670532
	Iteration 0F: 2 clusters Score -344546.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -341394.093750 Penalty: 3935.341064
	Iteration 0F: 3 clusters Score -341394.1 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -341994.625000 Penalty: 3935.341064
	Iteration 1F: 3 clusters Score -341994.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -342129.062500 Penalty: 3935.341064
	Iteration 2F: 3 clusters Score -342129.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -342199.625000 Penalty: 3935.341064
	Iteration 3Q: 3 clusters Score -342199.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -342251.812500 Penalty: 3935.341064
	Iteration 4Q: 3 clusters Score -342251.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -342300.312500 Penalty: 3935.341064
	Iteration 5Q: 3 clusters Score -342300.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -342329.843750 Penalty: 3935.341064
	Iteration 6Q: 3 clusters Score -342329.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -342352.406250 Penalty: 3935.341064
	Iteration 7Q: 3 clusters Score -342352.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -342373.875000 Penalty: 3935.341064
	Iteration 8Q: 3 clusters Score -342373.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -342383.906250 Penalty: 3935.341064
	Iteration 9Q: 3 clusters Score -342383.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -342390.625000 Penalty: 3935.341064
	Iteration 10Q: 3 clusters Score -342390.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -342395.125000 Penalty: 3935.341064
	Iteration 11Q: 3 clusters Score -342395.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -342400.156250 Penalty: 3935.341064
	Iteration 12Q: 3 clusters Score -342400.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -342406.906250 Penalty: 3935.341064
	Iteration 13Q: 3 clusters Score -342406.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -342411.031250 Penalty: 3935.341064
	Iteration 14Q: 3 clusters Score -342411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -342414.843750 Penalty: 3935.341064
	Iteration 15Q: 3 clusters Score -342414.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -342417.500000 Penalty: 3935.341064
	Iteration 16Q: 3 clusters Score -342417.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -342423.625000 Penalty: 3935.341064
	Iteration 17Q: 3 clusters Score -342423.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -342428.406250 Penalty: 3935.341064
	Iteration 18Q: 3 clusters Score -342428.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -342433.843750 Penalty: 3935.341064
	Iteration 19Q: 3 clusters Score -342433.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -342441.968750 Penalty: 3935.341064
	Iteration 20F: 3 clusters Score -342442 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -342449.500000 Penalty: 3935.341064
	Iteration 21Q: 3 clusters Score -342449.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -342454.062500 Penalty: 3935.341064
	Iteration 22Q: 3 clusters Score -342454.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -342458.906250 Penalty: 3935.341064
	Iteration 23Q: 3 clusters Score -342458.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -342464.812500 Penalty: 3935.341064
	Iteration 24Q: 3 clusters Score -342464.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -342470.437500 Penalty: 3935.341064
	Iteration 25Q: 3 clusters Score -342470.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -342480.687500 Penalty: 3935.341064
	Iteration 26Q: 3 clusters Score -342480.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -342487.906250 Penalty: 3935.341064
	Iteration 27Q: 3 clusters Score -342487.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -342496.000000 Penalty: 3935.341064
	Iteration 28Q: 3 clusters Score -342496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -342504.062500 Penalty: 3935.341064
	Iteration 29Q: 3 clusters Score -342504.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -342516.656250 Penalty: 3935.341064
	Iteration 30Q: 3 clusters Score -342516.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -342526.750000 Penalty: 3935.341064
	Iteration 31Q: 3 clusters Score -342526.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -342533.875000 Penalty: 3935.341064
	Iteration 32Q: 3 clusters Score -342533.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -342540.281250 Penalty: 3935.341064
	Iteration 33Q: 3 clusters Score -342540.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -342545.906250 Penalty: 3935.341064
	Iteration 34Q: 3 clusters Score -342545.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -342550.562500 Penalty: 3935.341064
	Iteration 35Q: 3 clusters Score -342550.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -342558.781250 Penalty: 3935.341064
	Iteration 36Q: 3 clusters Score -342558.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -342572.968750 Penalty: 3935.341064
	Iteration 37Q: 3 clusters Score -342573 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -342584.187500 Penalty: 3935.341064
	Iteration 38Q: 3 clusters Score -342584.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -342591.062500 Penalty: 3935.341064
	Iteration 39Q: 3 clusters Score -342591.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -342598.625000 Penalty: 3935.341064
	Iteration 40F: 3 clusters Score -342598.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -342607.062500 Penalty: 3935.341064
	Iteration 41Q: 3 clusters Score -342607.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -342618.062500 Penalty: 3935.341064
	Iteration 42Q: 3 clusters Score -342618.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -342628.218750 Penalty: 3935.341064
	Iteration 43Q: 3 clusters Score -342628.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -342635.906250 Penalty: 3935.341064
	Iteration 44Q: 3 clusters Score -342635.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -342646.312500 Penalty: 3935.341064
	Iteration 45Q: 3 clusters Score -342646.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -342651.718750 Penalty: 3935.341064
	Iteration 46Q: 3 clusters Score -342651.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -342655.531250 Penalty: 3935.341064
	Iteration 47Q: 3 clusters Score -342655.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -342658.500000 Penalty: 3935.341064
	Iteration 48Q: 3 clusters Score -342658.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -342662.125000 Penalty: 3935.341064
	Iteration 49Q: 3 clusters Score -342662.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -342663.687500 Penalty: 3935.341064
	Iteration 50Q: 3 clusters Score -342663.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -342665.812500 Penalty: 3935.341064
	Iteration 51Q: 3 clusters Score -342665.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -342666.718750 Penalty: 3935.341064
	Iteration 52Q: 3 clusters Score -342666.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -342667.562500 Penalty: 3935.341064
	Iteration 53Q: 3 clusters Score -342667.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -342670.468750 Penalty: 3935.341064
	Iteration 54Q: 3 clusters Score -342670.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -342673.031250 Penalty: 3935.341064
	Iteration 55Q: 3 clusters Score -342673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -342676.281250 Penalty: 3935.341064
	Iteration 56Q: 3 clusters Score -342676.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -342681.281250 Penalty: 3935.341064
	Iteration 57Q: 3 clusters Score -342681.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -342683.250000 Penalty: 3935.341064
	Iteration 58Q: 3 clusters Score -342683.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -342687.250000 Penalty: 3935.341064
	Iteration 59Q: 3 clusters Score -342687.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -342688.875000 Penalty: 3935.341064
	Iteration 60F: 3 clusters Score -342688.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -342689.906250 Penalty: 3935.341064
	Iteration 61Q: 3 clusters Score -342689.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -342691.156250 Penalty: 3935.341064
	Iteration 62Q: 3 clusters Score -342691.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -342693.968750 Penalty: 3935.341064
	Iteration 63Q: 3 clusters Score -342694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -342694.875000 Penalty: 3935.341064
	Iteration 64Q: 3 clusters Score -342694.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -342695.687500 Penalty: 3935.341064
	Iteration 65Q: 3 clusters Score -342695.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -342695.687500 Penalty: 3935.341064
	Iteration 66F: 3 clusters Score -342695.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (31154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31154 members 
Entering Unmasked Estep 
Score: -3946671.750000 Penalty: 2565.980957
	Iteration 0F: 2 clusters Score -3946672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -3925417.000000 Penalty: 5131.961914
	Iteration 0F: 3 clusters Score -3925417 nChanged 13906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -3932763.750000 Penalty: 5131.961914
	Iteration 1F: 3 clusters Score -3932764 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -3933307.750000 Penalty: 5131.961914
	Iteration 2Q: 3 clusters Score -3933308 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -3933866.750000 Penalty: 5131.961914
	Iteration 3Q: 3 clusters Score -3933867 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -3934495.750000 Penalty: 5131.961914
	Iteration 4Q: 3 clusters Score -3934496 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -3935059.500000 Penalty: 5131.961914
	Iteration 5Q: 3 clusters Score -3935060 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -3935732.000000 Penalty: 5131.961914
	Iteration 6Q: 3 clusters Score -3935732 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -3936580.250000 Penalty: 5131.961914
	Iteration 7F: 3 clusters Score -3936580 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -3937776.750000 Penalty: 5131.961914
	Iteration 8F: 3 clusters Score -3937777 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 22526 members 
Entering Unmasked Estep 
Score: -3939258.750000 Penalty: 5131.961914
	Iteration 9F: 3 clusters Score -3939259 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -3940869.750000 Penalty: 5131.961914
	Iteration 10F: 3 clusters Score -3940870 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -3942390.750000 Penalty: 5131.961914
	Iteration 11F: 3 clusters Score -3942391 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -3943432.500000 Penalty: 5131.961914
	Iteration 12Q: 3 clusters Score -3943432 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 27590 members 
Entering Unmasked Estep 
Score: -3943932.250000 Penalty: 5131.961914
	Iteration 13Q: 3 clusters Score -3943932 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 28026 members 
Entering Unmasked Estep 
Score: -3944228.250000 Penalty: 5131.961914
	Iteration 14Q: 3 clusters Score -3944228 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -3944420.000000 Penalty: 5131.961914
	Iteration 15Q: 3 clusters Score -3944420 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -3944543.250000 Penalty: 5131.961914
	Iteration 16Q: 3 clusters Score -3944543 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -3944667.500000 Penalty: 5131.961914
	Iteration 17Q: 3 clusters Score -3944668 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 29156 members 
Entering Unmasked Estep 
Score: -3944761.500000 Penalty: 5131.961914
	Iteration 18Q: 3 clusters Score -3944762 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -3944869.000000 Penalty: 5131.961914
	Iteration 19Q: 3 clusters Score -3944869 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -3944951.500000 Penalty: 5131.961914
	Iteration 20F: 3 clusters Score -3944952 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 29654 members 
Entering Unmasked Estep 
Score: -3945036.250000 Penalty: 5131.961914
	Iteration 21Q: 3 clusters Score -3945036 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 29774 members 
Entering Unmasked Estep 
Score: -3945100.000000 Penalty: 5131.961914
	Iteration 22Q: 3 clusters Score -3945100 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 29864 members 
Entering Unmasked Estep 
Score: -3945148.250000 Penalty: 5131.961914
	Iteration 23Q: 3 clusters Score -3945148 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 29928 members 
Entering Unmasked Estep 
Score: -3945196.250000 Penalty: 5131.961914
	Iteration 24Q: 3 clusters Score -3945196 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 29989 members 
Entering Unmasked Estep 
Score: -3945239.250000 Penalty: 5131.961914
	Iteration 25Q: 3 clusters Score -3945239 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 30042 members 
Entering Unmasked Estep 
Score: -3945276.000000 Penalty: 5131.961914
	Iteration 26Q: 3 clusters Score -3945276 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 30092 members 
Entering Unmasked Estep 
Score: -3945316.500000 Penalty: 5131.961914
	Iteration 27Q: 3 clusters Score -3945316 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 30135 members 
Entering Unmasked Estep 
Score: -3945360.500000 Penalty: 5131.961914
	Iteration 28Q: 3 clusters Score -3945360 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 30178 members 
Entering Unmasked Estep 
Score: -3945383.000000 Penalty: 5131.961914
	Iteration 29Q: 3 clusters Score -3945383 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 30210 members 
Entering Unmasked Estep 
Score: -3945408.750000 Penalty: 5131.961914
	Iteration 30Q: 3 clusters Score -3945409 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -3945433.250000 Penalty: 5131.961914
	Iteration 31Q: 3 clusters Score -3945433 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -3945444.250000 Penalty: 5131.961914
	Iteration 32Q: 3 clusters Score -3945444 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -3945465.500000 Penalty: 5131.961914
	Iteration 33Q: 3 clusters Score -3945466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 30285 members 
Entering Unmasked Estep 
Score: -3945485.500000 Penalty: 5131.961914
	Iteration 34Q: 3 clusters Score -3945486 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 30310 members 
Entering Unmasked Estep 
Score: -3945504.250000 Penalty: 5131.961914
	Iteration 35Q: 3 clusters Score -3945504 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 30328 members 
Entering Unmasked Estep 
Score: -3945517.000000 Penalty: 5131.961914
	Iteration 36Q: 3 clusters Score -3945517 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 30339 members 
Entering Unmasked Estep 
Score: -3945523.250000 Penalty: 5131.961914
	Iteration 37Q: 3 clusters Score -3945523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 30346 members 
Entering Unmasked Estep 
Score: -3945529.500000 Penalty: 5131.961914
	Iteration 38Q: 3 clusters Score -3945530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 30347 members 
Entering Unmasked Estep 
Score: -3945530.750000 Penalty: 5131.961914
	Iteration 39Q: 3 clusters Score -3945531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 30348 members 
Entering Unmasked Estep 
Score: -3945535.250000 Penalty: 5131.961914
	Iteration 40F: 3 clusters Score -3945535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (27782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Entering Unmasked Estep 
Score: -3487538.250000 Penalty: 2537.571533
	Iteration 0F: 2 clusters Score -3487538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -3468358.500000 Penalty: 5075.143066
	Iteration 0F: 3 clusters Score -3468358 nChanged 12570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -3475268.000000 Penalty: 5075.143066
	Iteration 1F: 3 clusters Score -3475268 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -3475847.750000 Penalty: 5075.143066
	Iteration 2F: 3 clusters Score -3475848 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -3476462.750000 Penalty: 5075.143066
	Iteration 3F: 3 clusters Score -3476463 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -3477221.500000 Penalty: 5075.143066
	Iteration 4F: 3 clusters Score -3477222 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -3478217.000000 Penalty: 5075.143066
	Iteration 5F: 3 clusters Score -3478217 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -3479684.250000 Penalty: 5075.143066
	Iteration 6F: 3 clusters Score -3479684 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -3481381.250000 Penalty: 5075.143066
	Iteration 7F: 3 clusters Score -3481381 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -3482935.750000 Penalty: 5075.143066
	Iteration 8F: 3 clusters Score -3482936 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24816 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -3484206.500000 Penalty: 5075.143066
	Iteration 9Q: 3 clusters Score -3484206 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25474 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -3484960.750000 Penalty: 5075.143066
	Iteration 10Q: 3 clusters Score -3484961 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -3485329.750000 Penalty: 5075.143066
	Iteration 11Q: 3 clusters Score -3485330 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -3485464.250000 Penalty: 5075.143066
	Iteration 12Q: 3 clusters Score -3485464 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -3485530.000000 Penalty: 5075.143066
	Iteration 13Q: 3 clusters Score -3485530 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3485570.750000 Penalty: 5075.143066
	Iteration 14Q: 3 clusters Score -3485571 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3485603.250000 Penalty: 5075.143066
	Iteration 15Q: 3 clusters Score -3485603 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26347 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3485619.500000 Penalty: 5075.143066
	Iteration 16Q: 3 clusters Score -3485620 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3485634.750000 Penalty: 5075.143066
	Iteration 17Q: 3 clusters Score -3485635 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -3485643.750000 Penalty: 5075.143066
	Iteration 18Q: 3 clusters Score -3485644 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3485652.500000 Penalty: 5075.143066
	Iteration 19Q: 3 clusters Score -3485652 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -3485667.000000 Penalty: 5075.143066
	Iteration 20F: 3 clusters Score -3485667 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26517 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3485675.500000 Penalty: 5075.143066
	Iteration 21Q: 3 clusters Score -3485676 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3485682.000000 Penalty: 5075.143066
	Iteration 22Q: 3 clusters Score -3485682 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26570 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -3485695.750000 Penalty: 5075.143066
	Iteration 23Q: 3 clusters Score -3485696 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -3485702.250000 Penalty: 5075.143066
	Iteration 24Q: 3 clusters Score -3485702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3485705.500000 Penalty: 5075.143066
	Iteration 25Q: 3 clusters Score -3485706 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26620 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -3485705.500000 Penalty: 5075.143066
	Iteration 26Q: 3 clusters Score -3485706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -3485707.250000 Penalty: 5075.143066
	Iteration 27Q: 3 clusters Score -3485707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3485704.750000 Penalty: 5075.143066
	Iteration 28Q: 3 clusters Score -3485705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3485707.250000 Penalty: 5075.143066
	Iteration 29Q: 3 clusters Score -3485707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3485707.250000 Penalty: 5075.143066
	Iteration 30F: 3 clusters Score -3485707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Entering Unmasked Estep 
Score: -827491.937500 Penalty: 2178.510254
	Iteration 0F: 2 clusters Score -827491.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -822060.250000 Penalty: 4357.020508
	Iteration 0F: 3 clusters Score -822060.2 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -823484.687500 Penalty: 4357.020508
	Iteration 1F: 3 clusters Score -823484.7 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -823715.250000 Penalty: 4357.020508
	Iteration 2F: 3 clusters Score -823715.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -823857.062500 Penalty: 4357.020508
	Iteration 3Q: 3 clusters Score -823857.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -823945.687500 Penalty: 4357.020508
	Iteration 4Q: 3 clusters Score -823945.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -824011.125000 Penalty: 4357.020508
	Iteration 5Q: 3 clusters Score -824011.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -824056.000000 Penalty: 4357.020508
	Iteration 6Q: 3 clusters Score -824056 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -824089.437500 Penalty: 4357.020508
	Iteration 7Q: 3 clusters Score -824089.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -824111.687500 Penalty: 4357.020508
	Iteration 8Q: 3 clusters Score -824111.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -824126.750000 Penalty: 4357.020508
	Iteration 9Q: 3 clusters Score -824126.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -824140.250000 Penalty: 4357.020508
	Iteration 10Q: 3 clusters Score -824140.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -824150.875000 Penalty: 4357.020508
	Iteration 11Q: 3 clusters Score -824150.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -824160.375000 Penalty: 4357.020508
	Iteration 12Q: 3 clusters Score -824160.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -824168.375000 Penalty: 4357.020508
	Iteration 13Q: 3 clusters Score -824168.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -824176.062500 Penalty: 4357.020508
	Iteration 14Q: 3 clusters Score -824176.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -824181.812500 Penalty: 4357.020508
	Iteration 15Q: 3 clusters Score -824181.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -824189.687500 Penalty: 4357.020508
	Iteration 16Q: 3 clusters Score -824189.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -824197.375000 Penalty: 4357.020508
	Iteration 17Q: 3 clusters Score -824197.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -824203.187500 Penalty: 4357.020508
	Iteration 18Q: 3 clusters Score -824203.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -824204.750000 Penalty: 4357.020508
	Iteration 19Q: 3 clusters Score -824204.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -824209.250000 Penalty: 4357.020508
	Iteration 20F: 3 clusters Score -824209.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -824211.687500 Penalty: 4357.020508
	Iteration 21Q: 3 clusters Score -824211.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -824214.062500 Penalty: 4357.020508
	Iteration 22Q: 3 clusters Score -824214.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -824217.562500 Penalty: 4357.020508
	Iteration 23Q: 3 clusters Score -824217.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -824219.250000 Penalty: 4357.020508
	Iteration 24Q: 3 clusters Score -824219.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -824219.625000 Penalty: 4357.020508
	Iteration 25Q: 3 clusters Score -824219.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -824220.812500 Penalty: 4357.020508
	Iteration 26Q: 3 clusters Score -824220.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -824221.812500 Penalty: 4357.020508
	Iteration 27Q: 3 clusters Score -824221.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -824220.125000 Penalty: 4357.020508
	Iteration 28Q: 3 clusters Score -824220.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -824220.125000 Penalty: 4357.020508
	Iteration 29F: 3 clusters Score -824220.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (94970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94970 members 
Entering Unmasked Estep 
Score: -11935171.000000 Penalty: 2842.406494
	Iteration 0F: 2 clusters Score -1.193517e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47423 members 
Mstep: Class 2 contains 47547 members 
Entering Unmasked Estep 
Score: -11871490.000000 Penalty: 5684.812988
	Iteration 0F: 3 clusters Score -1.187149e+07 nChanged 44921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46878 members 
Mstep: Class 2 contains 48092 members 
Entering Unmasked Estep 
Score: -11897318.000000 Penalty: 5684.812988
	Iteration 1F: 3 clusters Score -1.189732e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46416 members 
Mstep: Class 2 contains 48554 members 
Entering Unmasked Estep 
Score: -11898065.000000 Penalty: 5684.812988
	Iteration 2Q: 3 clusters Score -1.189806e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45747 members 
Mstep: Class 2 contains 49223 members 
Entering Unmasked Estep 
Score: -11899033.000000 Penalty: 5684.812988
	Iteration 3Q: 3 clusters Score -1.189903e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 50216 members 
Entering Unmasked Estep 
Score: -11900284.000000 Penalty: 5684.812988
	Iteration 4Q: 3 clusters Score -1.190028e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43235 members 
Mstep: Class 2 contains 51735 members 
Entering Unmasked Estep 
Score: -11902265.000000 Penalty: 5684.812988
	Iteration 5Q: 3 clusters Score -1.190226e+07 nChanged 5084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41051 members 
Mstep: Class 2 contains 53919 members 
Entering Unmasked Estep 
Score: -11905258.000000 Penalty: 5684.812988
	Iteration 6F: 3 clusters Score -1.190526e+07 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38247 members 
Mstep: Class 2 contains 56723 members 
Entering Unmasked Estep 
Score: -11909838.000000 Penalty: 5684.812988
	Iteration 7F: 3 clusters Score -1.190984e+07 nChanged 6866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35247 members 
Mstep: Class 2 contains 59723 members 
Entering Unmasked Estep 
Score: -11915822.000000 Penalty: 5684.812988
	Iteration 8F: 3 clusters Score -1.191582e+07 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32655 members 
Mstep: Class 2 contains 62315 members 
Entering Unmasked Estep 
Score: -11922025.000000 Penalty: 5684.812988
	Iteration 9F: 3 clusters Score -1.192202e+07 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 64272 members 
Entering Unmasked Estep 
Score: -11926699.000000 Penalty: 5684.812988
	Iteration 10F: 3 clusters Score -1.19267e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29244 members 
Mstep: Class 2 contains 65726 members 
Entering Unmasked Estep 
Score: -11929315.000000 Penalty: 5684.812988
	Iteration 11Q: 3 clusters Score -1.192932e+07 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 66925 members 
Entering Unmasked Estep 
Score: -11931034.000000 Penalty: 5684.812988
	Iteration 12Q: 3 clusters Score -1.193103e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 67993 members 
Entering Unmasked Estep 
Score: -11932269.000000 Penalty: 5684.812988
	Iteration 13Q: 3 clusters Score -1.193227e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 68878 members 
Entering Unmasked Estep 
Score: -11932994.000000 Penalty: 5684.812988
	Iteration 14Q: 3 clusters Score -1.193299e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25355 members 
Mstep: Class 2 contains 69615 members 
Entering Unmasked Estep 
Score: -11933510.000000 Penalty: 5684.812988
	Iteration 15Q: 3 clusters Score -1.193351e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 70247 members 
Entering Unmasked Estep 
Score: -11933711.000000 Penalty: 5684.812988
	Iteration 16Q: 3 clusters Score -1.193371e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 70792 members 
Entering Unmasked Estep 
Score: -11933873.000000 Penalty: 5684.812988
	Iteration 17Q: 3 clusters Score -1.193387e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 71312 members 
Entering Unmasked Estep 
Score: -11934036.000000 Penalty: 5684.812988
	Iteration 18Q: 3 clusters Score -1.193404e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 71749 members 
Entering Unmasked Estep 
Score: -11934074.000000 Penalty: 5684.812988
	Iteration 19Q: 3 clusters Score -1.193407e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 72103 members 
Entering Unmasked Estep 
Score: -11934081.000000 Penalty: 5684.812988
	Iteration 20F: 3 clusters Score -1.193408e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 72392 members 
Entering Unmasked Estep 
Score: -11934148.000000 Penalty: 5684.812988
	Iteration 21Q: 3 clusters Score -1.193415e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 72651 members 
Entering Unmasked Estep 
Score: -11934209.000000 Penalty: 5684.812988
	Iteration 22Q: 3 clusters Score -1.193421e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 72864 members 
Entering Unmasked Estep 
Score: -11934245.000000 Penalty: 5684.812988
	Iteration 23Q: 3 clusters Score -1.193424e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 73048 members 
Entering Unmasked Estep 
Score: -11934277.000000 Penalty: 5684.812988
	Iteration 24Q: 3 clusters Score -1.193428e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 73209 members 
Entering Unmasked Estep 
Score: -11934256.000000 Penalty: 5684.812988
	Iteration 25Q: 3 clusters Score -1.193426e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 73339 members 
Entering Unmasked Estep 
Score: -11934257.000000 Penalty: 5684.812988
	Iteration 26Q: 3 clusters Score -1.193426e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 73456 members 
Entering Unmasked Estep 
Score: -11934266.000000 Penalty: 5684.812988
	Iteration 27Q: 3 clusters Score -1.193427e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 73544 members 
Entering Unmasked Estep 
Score: -11934272.000000 Penalty: 5684.812988
	Iteration 28Q: 3 clusters Score -1.193427e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21349 members 
Mstep: Class 2 contains 73621 members 
Entering Unmasked Estep 
Score: -11934296.000000 Penalty: 5684.812988
	Iteration 29Q: 3 clusters Score -1.19343e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 73684 members 
Entering Unmasked Estep 
Score: -11934264.000000 Penalty: 5684.812988
	Iteration 30Q: 3 clusters Score -1.193426e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 73746 members 
Entering Unmasked Estep 
Score: -11934263.000000 Penalty: 5684.812988
	Iteration 31Q: 3 clusters Score -1.193426e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 73803 members 
Entering Unmasked Estep 
Score: -11934253.000000 Penalty: 5684.812988
	Iteration 32Q: 3 clusters Score -1.193425e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 73850 members 
Entering Unmasked Estep 
Score: -11934252.000000 Penalty: 5684.812988
	Iteration 33Q: 3 clusters Score -1.193425e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 73886 members 
Entering Unmasked Estep 
Score: -11934251.000000 Penalty: 5684.812988
	Iteration 34Q: 3 clusters Score -1.193425e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 73918 members 
Entering Unmasked Estep 
Score: -11934262.000000 Penalty: 5684.812988
	Iteration 35Q: 3 clusters Score -1.193426e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 73939 members 
Entering Unmasked Estep 
Score: -11934282.000000 Penalty: 5684.812988
	Iteration 36Q: 3 clusters Score -1.193428e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 73953 members 
Entering Unmasked Estep 
Score: -11934278.000000 Penalty: 5684.812988
	Iteration 37Q: 3 clusters Score -1.193428e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 73969 members 
Entering Unmasked Estep 
Score: -11934259.000000 Penalty: 5684.812988
	Iteration 38Q: 3 clusters Score -1.193426e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 73984 members 
Entering Unmasked Estep 
Score: -11934257.000000 Penalty: 5684.812988
	Iteration 39Q: 3 clusters Score -1.193426e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 74000 members 
Entering Unmasked Estep 
Score: -11934256.000000 Penalty: 5684.812988
	Iteration 40F: 3 clusters Score -1.193426e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 74018 members 
Entering Unmasked Estep 
Score: -11934258.000000 Penalty: 5684.812988
	Iteration 41Q: 3 clusters Score -1.193426e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 74037 members 
Entering Unmasked Estep 
Score: -11934267.000000 Penalty: 5684.812988
	Iteration 42Q: 3 clusters Score -1.193427e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 74057 members 
Entering Unmasked Estep 
Score: -11934283.000000 Penalty: 5684.812988
	Iteration 43Q: 3 clusters Score -1.193428e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 74079 members 
Entering Unmasked Estep 
Score: -11934275.000000 Penalty: 5684.812988
	Iteration 44Q: 3 clusters Score -1.193428e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 74099 members 
Entering Unmasked Estep 
Score: -11934288.000000 Penalty: 5684.812988
	Iteration 45Q: 3 clusters Score -1.193429e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 74117 members 
Entering Unmasked Estep 
Score: -11934280.000000 Penalty: 5684.812988
	Iteration 46Q: 3 clusters Score -1.193428e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 74131 members 
Entering Unmasked Estep 
Score: -11934285.000000 Penalty: 5684.812988
	Iteration 47Q: 3 clusters Score -1.193428e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 74144 members 
Entering Unmasked Estep 
Score: -11934274.000000 Penalty: 5684.812988
	Iteration 48Q: 3 clusters Score -1.193427e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 74160 members 
Entering Unmasked Estep 
Score: -11934271.000000 Penalty: 5684.812988
	Iteration 49Q: 3 clusters Score -1.193427e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 74173 members 
Entering Unmasked Estep 
Score: -11934274.000000 Penalty: 5684.812988
	Iteration 50Q: 3 clusters Score -1.193427e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 74187 members 
Entering Unmasked Estep 
Score: -11934282.000000 Penalty: 5684.812988
	Iteration 51Q: 3 clusters Score -1.193428e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 74200 members 
Entering Unmasked Estep 
Score: -11934283.000000 Penalty: 5684.812988
	Iteration 52Q: 3 clusters Score -1.193428e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 74217 members 
Entering Unmasked Estep 
Score: -11934273.000000 Penalty: 5684.812988
	Iteration 53Q: 3 clusters Score -1.193427e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 74235 members 
Entering Unmasked Estep 
Score: -11934269.000000 Penalty: 5684.812988
	Iteration 54Q: 3 clusters Score -1.193427e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 74256 members 
Entering Unmasked Estep 
Score: -11934283.000000 Penalty: 5684.812988
	Iteration 55Q: 3 clusters Score -1.193428e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 74278 members 
Entering Unmasked Estep 
Score: -11934270.000000 Penalty: 5684.812988
	Iteration 56Q: 3 clusters Score -1.193427e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 74295 members 
Entering Unmasked Estep 
Score: -11934267.000000 Penalty: 5684.812988
	Iteration 57Q: 3 clusters Score -1.193427e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 74315 members 
Entering Unmasked Estep 
Score: -11934280.000000 Penalty: 5684.812988
	Iteration 58Q: 3 clusters Score -1.193428e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 74333 members 
Entering Unmasked Estep 
Score: -11934283.000000 Penalty: 5684.812988
	Iteration 59Q: 3 clusters Score -1.193428e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 74356 members 
Entering Unmasked Estep 
Score: -11934282.000000 Penalty: 5684.812988
	Iteration 60F: 3 clusters Score -1.193428e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 74374 members 
Entering Unmasked Estep 
Score: -11934275.000000 Penalty: 5684.812988
	Iteration 61Q: 3 clusters Score -1.193428e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 74384 members 
Entering Unmasked Estep 
Score: -11934280.000000 Penalty: 5684.812988
	Iteration 62Q: 3 clusters Score -1.193428e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 74390 members 
Entering Unmasked Estep 
Score: -11934278.000000 Penalty: 5684.812988
	Iteration 63Q: 3 clusters Score -1.193428e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 74397 members 
Entering Unmasked Estep 
Score: -11934276.000000 Penalty: 5684.812988
	Iteration 64Q: 3 clusters Score -1.193428e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 74401 members 
Entering Unmasked Estep 
Score: -11934273.000000 Penalty: 5684.812988
	Iteration 65Q: 3 clusters Score -1.193427e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 74407 members 
Entering Unmasked Estep 
Score: -11934276.000000 Penalty: 5684.812988
	Iteration 66Q: 3 clusters Score -1.193428e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 74412 members 
Entering Unmasked Estep 
Score: -11934273.000000 Penalty: 5684.812988
	Iteration 67Q: 3 clusters Score -1.193427e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 74420 members 
Entering Unmasked Estep 
Score: -11934261.000000 Penalty: 5684.812988
	Iteration 68Q: 3 clusters Score -1.193426e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20543 members 
Mstep: Class 2 contains 74427 members 
Entering Unmasked Estep 
Score: -11934262.000000 Penalty: 5684.812988
	Iteration 69Q: 3 clusters Score -1.193426e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 74437 members 
Entering Unmasked Estep 
Score: -11934249.000000 Penalty: 5684.812988
	Iteration 70Q: 3 clusters Score -1.193425e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 74446 members 
Entering Unmasked Estep 
Score: -11934256.000000 Penalty: 5684.812988
	Iteration 71Q: 3 clusters Score -1.193426e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 74455 members 
Entering Unmasked Estep 
Score: -11934267.000000 Penalty: 5684.812988
	Iteration 72Q: 3 clusters Score -1.193427e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 74461 members 
Entering Unmasked Estep 
Score: -11934264.000000 Penalty: 5684.812988
	Iteration 73Q: 3 clusters Score -1.193426e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 74465 members 
Entering Unmasked Estep 
Score: -11934256.000000 Penalty: 5684.812988
	Iteration 74Q: 3 clusters Score -1.193426e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 74467 members 
Entering Unmasked Estep 
Score: -11934252.000000 Penalty: 5684.812988
	Iteration 75Q: 3 clusters Score -1.193425e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 74467 members 
Entering Unmasked Estep 
Score: -11934252.000000 Penalty: 5684.812988
	Iteration 76F: 3 clusters Score -1.193425e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Entering Unmasked Estep 
Score: -1839896.125000 Penalty: 2379.084473
	Iteration 0F: 2 clusters Score -1839896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1829205.125000 Penalty: 4758.168945
	Iteration 0F: 3 clusters Score -1829205 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1832530.875000 Penalty: 4758.168945
	Iteration 1F: 3 clusters Score -1832531 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1832830.750000 Penalty: 4758.168945
	Iteration 2F: 3 clusters Score -1832831 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1833043.000000 Penalty: 4758.168945
	Iteration 3Q: 3 clusters Score -1833043 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1833211.875000 Penalty: 4758.168945
	Iteration 4Q: 3 clusters Score -1833212 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1833357.125000 Penalty: 4758.168945
	Iteration 5Q: 3 clusters Score -1833357 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1833493.375000 Penalty: 4758.168945
	Iteration 6Q: 3 clusters Score -1833493 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1833672.750000 Penalty: 4758.168945
	Iteration 7Q: 3 clusters Score -1833673 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1833889.750000 Penalty: 4758.168945
	Iteration 8Q: 3 clusters Score -1833890 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1834170.750000 Penalty: 4758.168945
	Iteration 9Q: 3 clusters Score -1834171 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1834586.625000 Penalty: 4758.168945
	Iteration 10Q: 3 clusters Score -1834587 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1835144.500000 Penalty: 4758.168945
	Iteration 11F: 3 clusters Score -1835144 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1835809.625000 Penalty: 4758.168945
	Iteration 12F: 3 clusters Score -1835810 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1836436.125000 Penalty: 4758.168945
	Iteration 13F: 3 clusters Score -1836436 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1836935.875000 Penalty: 4758.168945
	Iteration 14Q: 3 clusters Score -1836936 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1837265.125000 Penalty: 4758.168945
	Iteration 15Q: 3 clusters Score -1837265 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14030 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1837487.750000 Penalty: 4758.168945
	Iteration 16Q: 3 clusters Score -1837488 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1837637.625000 Penalty: 4758.168945
	Iteration 17Q: 3 clusters Score -1837638 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1837709.500000 Penalty: 4758.168945
	Iteration 18Q: 3 clusters Score -1837710 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1837755.750000 Penalty: 4758.168945
	Iteration 19Q: 3 clusters Score -1837756 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1837785.625000 Penalty: 4758.168945
	Iteration 20F: 3 clusters Score -1837786 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -1837818.375000 Penalty: 4758.168945
	Iteration 21Q: 3 clusters Score -1837818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1837840.125000 Penalty: 4758.168945
	Iteration 22Q: 3 clusters Score -1837840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -1837853.000000 Penalty: 4758.168945
	Iteration 23Q: 3 clusters Score -1837853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1837860.625000 Penalty: 4758.168945
	Iteration 24Q: 3 clusters Score -1837861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1837867.125000 Penalty: 4758.168945
	Iteration 25Q: 3 clusters Score -1837867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1837868.875000 Penalty: 4758.168945
	Iteration 26Q: 3 clusters Score -1837869 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1837870.500000 Penalty: 4758.168945
	Iteration 27Q: 3 clusters Score -1837870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1837870.500000 Penalty: 4758.168945
	Iteration 28F: 3 clusters Score -1837870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Entering Unmasked Estep 
Score: -492977.718750 Penalty: 2070.672119
	Iteration 0F: 2 clusters Score -492977.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -489035.406250 Penalty: 4141.344238
	Iteration 0F: 3 clusters Score -489035.4 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -490276.718750 Penalty: 4141.344238
	Iteration 1F: 3 clusters Score -490276.7 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -490665.375000 Penalty: 4141.344238
	Iteration 2F: 3 clusters Score -490665.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -490993.093750 Penalty: 4141.344238
	Iteration 3F: 3 clusters Score -490993.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -491248.062500 Penalty: 4141.344238
	Iteration 4F: 3 clusters Score -491248.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -491471.906250 Penalty: 4141.344238
	Iteration 5Q: 3 clusters Score -491471.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -491660.656250 Penalty: 4141.344238
	Iteration 6Q: 3 clusters Score -491660.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -491810.250000 Penalty: 4141.344238
	Iteration 7Q: 3 clusters Score -491810.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -491911.531250 Penalty: 4141.344238
	Iteration 8Q: 3 clusters Score -491911.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -491973.281250 Penalty: 4141.344238
	Iteration 9Q: 3 clusters Score -491973.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -492016.250000 Penalty: 4141.344238
	Iteration 10Q: 3 clusters Score -492016.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -492045.625000 Penalty: 4141.344238
	Iteration 11Q: 3 clusters Score -492045.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -492068.437500 Penalty: 4141.344238
	Iteration 12Q: 3 clusters Score -492068.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -492089.531250 Penalty: 4141.344238
	Iteration 13Q: 3 clusters Score -492089.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -492104.031250 Penalty: 4141.344238
	Iteration 14Q: 3 clusters Score -492104 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -492115.218750 Penalty: 4141.344238
	Iteration 15Q: 3 clusters Score -492115.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -492120.968750 Penalty: 4141.344238
	Iteration 16Q: 3 clusters Score -492121 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -492125.718750 Penalty: 4141.344238
	Iteration 17Q: 3 clusters Score -492125.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -492128.593750 Penalty: 4141.344238
	Iteration 18Q: 3 clusters Score -492128.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -492129.781250 Penalty: 4141.344238
	Iteration 19Q: 3 clusters Score -492129.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -492131.250000 Penalty: 4141.344238
	Iteration 20F: 3 clusters Score -492131.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (264417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264417 members 
Entering Unmasked Estep 
Score: -32804652.000000 Penalty: 3096.350098
	Iteration 0F: 2 clusters Score -3.280465e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132498 members 
Mstep: Class 2 contains 131919 members 
Entering Unmasked Estep 
Score: -32638044.000000 Penalty: 6192.700195
	Iteration 0F: 3 clusters Score -3.263804e+07 nChanged 127843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139519 members 
Mstep: Class 2 contains 124898 members 
Entering Unmasked Estep 
Score: -32713090.000000 Penalty: 6192.700195
	Iteration 1F: 3 clusters Score -3.271309e+07 nChanged 6752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143731 members 
Mstep: Class 2 contains 120686 members 
Entering Unmasked Estep 
Score: -32714314.000000 Penalty: 6192.700195
	Iteration 2Q: 3 clusters Score -3.271431e+07 nChanged 8179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150378 members 
Mstep: Class 2 contains 114039 members 
Entering Unmasked Estep 
Score: -32716686.000000 Penalty: 6192.700195
	Iteration 3Q: 3 clusters Score -3.271669e+07 nChanged 10968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160590 members 
Mstep: Class 2 contains 103827 members 
Entering Unmasked Estep 
Score: -32721090.000000 Penalty: 6192.700195
	Iteration 4Q: 3 clusters Score -3.272109e+07 nChanged 15609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175877 members 
Mstep: Class 2 contains 88540 members 
Entering Unmasked Estep 
Score: -32729484.000000 Penalty: 6192.700195
	Iteration 5F: 3 clusters Score -3.272948e+07 nChanged 20938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196677 members 
Mstep: Class 2 contains 67740 members 
Entering Unmasked Estep 
Score: -32744082.000000 Penalty: 6192.700195
	Iteration 6F: 3 clusters Score -3.274408e+07 nChanged 24122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220741 members 
Mstep: Class 2 contains 43676 members 
Entering Unmasked Estep 
Score: -32763300.000000 Penalty: 6192.700195
	Iteration 7F: 3 clusters Score -3.27633e+07 nChanged 20843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241572 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -32780944.000000 Penalty: 6192.700195
	Iteration 8F: 3 clusters Score -3.278094e+07 nChanged 12813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254377 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -32792416.000000 Penalty: 6192.700195
	Iteration 9Q: 3 clusters Score -3.279242e+07 nChanged 5806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260181 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -32797956.000000 Penalty: 6192.700195
	Iteration 10Q: 3 clusters Score -3.279796e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262484 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -32800240.000000 Penalty: 6192.700195
	Iteration 11Q: 3 clusters Score -3.280024e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263322 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -32801072.000000 Penalty: 6192.700195
	Iteration 12Q: 3 clusters Score -3.280107e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263642 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -32801516.000000 Penalty: 6192.700195
	Iteration 13Q: 3 clusters Score -3.280152e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263783 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -32801716.000000 Penalty: 6192.700195
	Iteration 14Q: 3 clusters Score -3.280172e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263839 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -32801806.000000 Penalty: 6192.700195
	Iteration 15Q: 3 clusters Score -3.280181e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263872 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -32801854.000000 Penalty: 6192.700195
	Iteration 16Q: 3 clusters Score -3.280185e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263885 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -32801878.000000 Penalty: 6192.700195
	Iteration 17Q: 3 clusters Score -3.280188e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263903 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -32801886.000000 Penalty: 6192.700195
	Iteration 18Q: 3 clusters Score -3.280189e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263915 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -32801884.000000 Penalty: 6192.700195
	Iteration 19Q: 3 clusters Score -3.280188e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263927 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -32801920.000000 Penalty: 6192.700195
	Iteration 20F: 3 clusters Score -3.280192e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263933 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -32801940.000000 Penalty: 6192.700195
	Iteration 21Q: 3 clusters Score -3.280194e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263936 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -32801948.000000 Penalty: 6192.700195
	Iteration 22Q: 3 clusters Score -3.280195e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263941 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -32801908.000000 Penalty: 6192.700195
	Iteration 23Q: 3 clusters Score -3.280191e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263942 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -32801922.000000 Penalty: 6192.700195
	Iteration 24Q: 3 clusters Score -3.280192e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263943 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -32801928.000000 Penalty: 6192.700195
	Iteration 25Q: 3 clusters Score -3.280193e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263944 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -32801952.000000 Penalty: 6192.700195
	Iteration 26Q: 3 clusters Score -3.280195e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263946 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -32801962.000000 Penalty: 6192.700195
	Iteration 27Q: 3 clusters Score -3.280196e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263946 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -32801962.000000 Penalty: 6192.700195
	Iteration 28F: 3 clusters Score -3.280196e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -250565.750000 Penalty: 1916.974365
	Iteration 0F: 2 clusters Score -250565.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -247794.578125 Penalty: 3833.948730
	Iteration 0F: 3 clusters Score -247794.6 nChanged 791
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: -248505.656250 Penalty: 3833.948730
	Iteration 1F: 3 clusters Score -248505.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -248820.046875 Penalty: 3833.948730
	Iteration 2F: 3 clusters Score -248820 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -249102.421875 Penalty: 3833.948730
	Iteration 3F: 3 clusters Score -249102.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -249502.156250 Penalty: 3833.948730
	Iteration 4F: 3 clusters Score -249502.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -249967.921875 Penalty: 3833.948730
	Iteration 5F: 3 clusters Score -249967.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -250370.781250 Penalty: 3833.948730
	Iteration 6F: 3 clusters Score -250370.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -250541.250000 Penalty: 3833.948730
	Iteration 7Q: 3 clusters Score -250541.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -250613.796875 Penalty: 3833.948730
	Iteration 8Q: 3 clusters Score -250613.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -250637.859375 Penalty: 3833.948730
	Iteration 9Q: 3 clusters Score -250637.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -250649.531250 Penalty: 3833.948730
	Iteration 10Q: 3 clusters Score -250649.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -250658.468750 Penalty: 3833.948730
	Iteration 11Q: 3 clusters Score -250658.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -250661.828125 Penalty: 3833.948730
	Iteration 12Q: 3 clusters Score -250661.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -250661.828125 Penalty: 3833.948730
	Iteration 13F: 3 clusters Score -250661.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 13068 members 
Mstep: Class 3 contains 52471 members 
Mstep: Class 4 contains 35491 members 
Mstep: Class 5 contains 6020 members 
Mstep: Class 6 contains 2791 members 
Mstep: Class 7 contains 31154 members 
Mstep: Class 8 contains 27782 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94970 members 
Mstep: Class 11 contains 14663 members 
Mstep: Class 12 contains 4228 members 
Mstep: Class 13 contains 264417 members 
Mstep: Class 14 contains 266 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1575 members 
Mstep: Class 17 contains 37320 members 
Mstep: Class 18 contains 2009 members 
Mstep: Class 19 contains 54921 members 
Mstep: Class 20 contains 177619 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5664 members 
Entering Unmasked Estep 
Score: -104777520.000000 Penalty: 74538.125000
Splitting cluster 14 changes total score from -104778976.000000 to -104777520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (1340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Entering Unmasked Estep 
Score: -153595.234375 Penalty: 1785.705322
	Iteration 0F: 2 clusters Score -153595.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -151446.109375 Penalty: 3571.410645
	Iteration 0F: 3 clusters Score -151446.1 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -151996.203125 Penalty: 3571.410645
	Iteration 1F: 3 clusters Score -151996.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -152279.500000 Penalty: 3571.410645
	Iteration 2F: 3 clusters Score -152279.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -152725.109375 Penalty: 3571.410645
	Iteration 3F: 3 clusters Score -152725.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -153339.218750 Penalty: 3571.410645
	Iteration 4F: 3 clusters Score -153339.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -153765.406250 Penalty: 3571.410645
	Iteration 5F: 3 clusters Score -153765.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -154004.812500 Penalty: 3571.410645
	Iteration 6F: 3 clusters Score -154004.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -154198.375000 Penalty: 3571.410645
	Iteration 7Q: 3 clusters Score -154198.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -154268.046875 Penalty: 3571.410645
	Iteration 8Q: 3 clusters Score -154268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -154330.203125 Penalty: 3571.410645
	Iteration 9Q: 3 clusters Score -154330.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -154358.687500 Penalty: 3571.410645
	Iteration 10Q: 3 clusters Score -154358.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -154384.968750 Penalty: 3571.410645
	Iteration 11Q: 3 clusters Score -154385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -154394.515625 Penalty: 3571.410645
	Iteration 12Q: 3 clusters Score -154394.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -154399.281250 Penalty: 3571.410645
	Iteration 13Q: 3 clusters Score -154399.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -154400.218750 Penalty: 3571.410645
	Iteration 14Q: 3 clusters Score -154400.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -154400.218750 Penalty: 3571.410645
	Iteration 15F: 3 clusters Score -154400.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 13068 members 
Mstep: Class 3 contains 52471 members 
Mstep: Class 4 contains 35491 members 
Mstep: Class 5 contains 6020 members 
Mstep: Class 6 contains 2791 members 
Mstep: Class 7 contains 31154 members 
Mstep: Class 8 contains 27782 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94970 members 
Mstep: Class 11 contains 14663 members 
Mstep: Class 12 contains 4228 members 
Mstep: Class 13 contains 264417 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 957 members 
Mstep: Class 16 contains 1575 members 
Mstep: Class 17 contains 37320 members 
Mstep: Class 18 contains 383 members 
Mstep: Class 19 contains 54921 members 
Mstep: Class 20 contains 177619 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5664 members 
Entering Unmasked Estep 
Score: -104778096.000000 Penalty: 74538.125000
Splitting cluster 15 changes total score from -104778976.000000 to -104778096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (1575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Entering Unmasked Estep 
Score: -188203.093750 Penalty: 1825.778564
	Iteration 0F: 2 clusters Score -188203.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -185838.843750 Penalty: 3651.557129
	Iteration 0F: 3 clusters Score -185838.8 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -186204.828125 Penalty: 3651.557129
	Iteration 1F: 3 clusters Score -186204.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -186313.390625 Penalty: 3651.557129
	Iteration 2F: 3 clusters Score -186313.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -186371.875000 Penalty: 3651.557129
	Iteration 3Q: 3 clusters Score -186371.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -186408.718750 Penalty: 3651.557129
	Iteration 4Q: 3 clusters Score -186408.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -186437.281250 Penalty: 3651.557129
	Iteration 5Q: 3 clusters Score -186437.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -186455.875000 Penalty: 3651.557129
	Iteration 6Q: 3 clusters Score -186455.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -186472.687500 Penalty: 3651.557129
	Iteration 7Q: 3 clusters Score -186472.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -186482.656250 Penalty: 3651.557129
	Iteration 8Q: 3 clusters Score -186482.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -186487.890625 Penalty: 3651.557129
	Iteration 9Q: 3 clusters Score -186487.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -186495.484375 Penalty: 3651.557129
	Iteration 10Q: 3 clusters Score -186495.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -186499.656250 Penalty: 3651.557129
	Iteration 11Q: 3 clusters Score -186499.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -186503.312500 Penalty: 3651.557129
	Iteration 12Q: 3 clusters Score -186503.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -186528.578125 Penalty: 3651.557129
	Iteration 13Q: 3 clusters Score -186528.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -186543.625000 Penalty: 3651.557129
	Iteration 14Q: 3 clusters Score -186543.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -186554.906250 Penalty: 3651.557129
	Iteration 15Q: 3 clusters Score -186554.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -186562.156250 Penalty: 3651.557129
	Iteration 16Q: 3 clusters Score -186562.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -186567.046875 Penalty: 3651.557129
	Iteration 17Q: 3 clusters Score -186567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -186567.046875 Penalty: 3651.557129
	Iteration 18F: 3 clusters Score -186567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (37320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37320 members 
Entering Unmasked Estep 
Score: -4713497.000000 Penalty: 2610.766602
	Iteration 0F: 2 clusters Score -4713497 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -4688265.500000 Penalty: 5221.533203
	Iteration 0F: 3 clusters Score -4688266 nChanged 16945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -4697734.500000 Penalty: 5221.533203
	Iteration 1F: 3 clusters Score -4697734 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -4698361.000000 Penalty: 5221.533203
	Iteration 2Q: 3 clusters Score -4698361 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -4699057.500000 Penalty: 5221.533203
	Iteration 3Q: 3 clusters Score -4699058 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -4699875.500000 Penalty: 5221.533203
	Iteration 4F: 3 clusters Score -4699876 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -4700883.000000 Penalty: 5221.533203
	Iteration 5F: 3 clusters Score -4700883 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -4702188.500000 Penalty: 5221.533203
	Iteration 6F: 3 clusters Score -4702188 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -4703730.000000 Penalty: 5221.533203
	Iteration 7F: 3 clusters Score -4703730 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -4705521.000000 Penalty: 5221.533203
	Iteration 8F: 3 clusters Score -4705521 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 31242 members 
Entering Unmasked Estep 
Score: -4707136.000000 Penalty: 5221.533203
	Iteration 9F: 3 clusters Score -4707136 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 32937 members 
Entering Unmasked Estep 
Score: -4708465.000000 Penalty: 5221.533203
	Iteration 10Q: 3 clusters Score -4708465 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 34196 members 
Entering Unmasked Estep 
Score: -4709407.000000 Penalty: 5221.533203
	Iteration 11Q: 3 clusters Score -4709407 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 35050 members 
Entering Unmasked Estep 
Score: -4710045.500000 Penalty: 5221.533203
	Iteration 12Q: 3 clusters Score -4710046 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 35567 members 
Entering Unmasked Estep 
Score: -4710412.000000 Penalty: 5221.533203
	Iteration 13Q: 3 clusters Score -4710412 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -4710655.000000 Penalty: 5221.533203
	Iteration 14Q: 3 clusters Score -4710655 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 36152 members 
Entering Unmasked Estep 
Score: -4710861.500000 Penalty: 5221.533203
	Iteration 15Q: 3 clusters Score -4710862 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 36301 members 
Entering Unmasked Estep 
Score: -4710965.000000 Penalty: 5221.533203
	Iteration 16Q: 3 clusters Score -4710965 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 36403 members 
Entering Unmasked Estep 
Score: -4711047.000000 Penalty: 5221.533203
	Iteration 17Q: 3 clusters Score -4711047 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 36472 members 
Entering Unmasked Estep 
Score: -4711103.000000 Penalty: 5221.533203
	Iteration 18Q: 3 clusters Score -4711103 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 36530 members 
Entering Unmasked Estep 
Score: -4711129.500000 Penalty: 5221.533203
	Iteration 19Q: 3 clusters Score -4711130 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 36570 members 
Entering Unmasked Estep 
Score: -4711148.000000 Penalty: 5221.533203
	Iteration 20F: 3 clusters Score -4711148 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 36598 members 
Entering Unmasked Estep 
Score: -4711161.000000 Penalty: 5221.533203
	Iteration 21Q: 3 clusters Score -4711161 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 36615 members 
Entering Unmasked Estep 
Score: -4711177.000000 Penalty: 5221.533203
	Iteration 22Q: 3 clusters Score -4711177 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 36635 members 
Entering Unmasked Estep 
Score: -4711204.000000 Penalty: 5221.533203
	Iteration 23Q: 3 clusters Score -4711204 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 36649 members 
Entering Unmasked Estep 
Score: -4711213.000000 Penalty: 5221.533203
	Iteration 24Q: 3 clusters Score -4711213 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 36667 members 
Entering Unmasked Estep 
Score: -4711217.500000 Penalty: 5221.533203
	Iteration 25Q: 3 clusters Score -4711218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 36679 members 
Entering Unmasked Estep 
Score: -4711241.000000 Penalty: 5221.533203
	Iteration 26Q: 3 clusters Score -4711241 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 36691 members 
Entering Unmasked Estep 
Score: -4711243.500000 Penalty: 5221.533203
	Iteration 27Q: 3 clusters Score -4711244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 36697 members 
Entering Unmasked Estep 
Score: -4711248.500000 Penalty: 5221.533203
	Iteration 28Q: 3 clusters Score -4711248 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -4711260.500000 Penalty: 5221.533203
	Iteration 29Q: 3 clusters Score -4711260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 36717 members 
Entering Unmasked Estep 
Score: -4711265.500000 Penalty: 5221.533203
	Iteration 30Q: 3 clusters Score -4711266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 36726 members 
Entering Unmasked Estep 
Score: -4711271.500000 Penalty: 5221.533203
	Iteration 31Q: 3 clusters Score -4711272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
Score: -4711287.500000 Penalty: 5221.533203
	Iteration 32Q: 3 clusters Score -4711288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 36745 members 
Entering Unmasked Estep 
Score: -4711295.000000 Penalty: 5221.533203
	Iteration 33Q: 3 clusters Score -4711295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 36752 members 
Entering Unmasked Estep 
Score: -4711296.500000 Penalty: 5221.533203
	Iteration 34Q: 3 clusters Score -4711296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 36755 members 
Entering Unmasked Estep 
Score: -4711300.000000 Penalty: 5221.533203
	Iteration 35Q: 3 clusters Score -4711300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 36759 members 
Entering Unmasked Estep 
Score: -4711301.000000 Penalty: 5221.533203
	Iteration 36Q: 3 clusters Score -4711301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 36764 members 
Entering Unmasked Estep 
Score: -4711313.000000 Penalty: 5221.533203
	Iteration 37Q: 3 clusters Score -4711313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 36768 members 
Entering Unmasked Estep 
Score: -4711315.500000 Penalty: 5221.533203
	Iteration 38Q: 3 clusters Score -4711316 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -4711322.000000 Penalty: 5221.533203
	Iteration 39Q: 3 clusters Score -4711322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 36776 members 
Entering Unmasked Estep 
Score: -4711320.500000 Penalty: 5221.533203
	Iteration 40F: 3 clusters Score -4711320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 36777 members 
Entering Unmasked Estep 
Score: -4711325.500000 Penalty: 5221.533203
	Iteration 41Q: 3 clusters Score -4711326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 36783 members 
Entering Unmasked Estep 
Score: -4711338.000000 Penalty: 5221.533203
	Iteration 42Q: 3 clusters Score -4711338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
Score: -4711341.000000 Penalty: 5221.533203
	Iteration 43Q: 3 clusters Score -4711341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 36786 members 
Entering Unmasked Estep 
Score: -4711348.500000 Penalty: 5221.533203
	Iteration 44Q: 3 clusters Score -4711348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 36787 members 
Entering Unmasked Estep 
Score: -4711347.500000 Penalty: 5221.533203
	Iteration 45Q: 3 clusters Score -4711348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 36788 members 
Entering Unmasked Estep 
Score: -4711346.000000 Penalty: 5221.533203
	Iteration 46Q: 3 clusters Score -4711346 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 36788 members 
Entering Unmasked Estep 
Score: -4711346.000000 Penalty: 5221.533203
	Iteration 47F: 3 clusters Score -4711346 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (54921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54921 members 
Entering Unmasked Estep 
Score: -6667406.500000 Penalty: 2706.585449
	Iteration 0F: 2 clusters Score -6667406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27538 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -6630463.000000 Penalty: 5413.170898
	Iteration 0F: 3 clusters Score -6630463 nChanged 25443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28269 members 
Mstep: Class 2 contains 26652 members 
Entering Unmasked Estep 
Score: -6644706.500000 Penalty: 5413.170898
	Iteration 1F: 3 clusters Score -6644706 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -6645273.500000 Penalty: 5413.170898
	Iteration 2Q: 3 clusters Score -6645274 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -6645827.000000 Penalty: 5413.170898
	Iteration 3Q: 3 clusters Score -6645827 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30212 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -6646430.500000 Penalty: 5413.170898
	Iteration 4Q: 3 clusters Score -6646430 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31580 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -6647123.500000 Penalty: 5413.170898
	Iteration 5Q: 3 clusters Score -6647124 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -6648120.500000 Penalty: 5413.170898
	Iteration 6Q: 3 clusters Score -6648120 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -6649692.500000 Penalty: 5413.170898
	Iteration 7F: 3 clusters Score -6649692 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -6652037.000000 Penalty: 5413.170898
	Iteration 8F: 3 clusters Score -6652037 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43692 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -6655215.500000 Penalty: 5413.170898
	Iteration 9F: 3 clusters Score -6655216 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47647 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -6658647.000000 Penalty: 5413.170898
	Iteration 10F: 3 clusters Score -6658647 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50784 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -6661519.500000 Penalty: 5413.170898
	Iteration 11F: 3 clusters Score -6661520 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52774 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -6663382.000000 Penalty: 5413.170898
	Iteration 12Q: 3 clusters Score -6663382 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53721 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -6664225.500000 Penalty: 5413.170898
	Iteration 13Q: 3 clusters Score -6664226 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54144 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -6664644.500000 Penalty: 5413.170898
	Iteration 14Q: 3 clusters Score -6664644 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54315 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -6664798.500000 Penalty: 5413.170898
	Iteration 15Q: 3 clusters Score -6664798 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54416 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -6664924.000000 Penalty: 5413.170898
	Iteration 16Q: 3 clusters Score -6664924 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54464 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -6665004.000000 Penalty: 5413.170898
	Iteration 17Q: 3 clusters Score -6665004 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54492 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -6665061.500000 Penalty: 5413.170898
	Iteration 18Q: 3 clusters Score -6665062 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54509 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -6665112.000000 Penalty: 5413.170898
	Iteration 19Q: 3 clusters Score -6665112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54516 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -6665121.500000 Penalty: 5413.170898
	Iteration 20F: 3 clusters Score -6665122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54520 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -6665146.000000 Penalty: 5413.170898
	Iteration 21Q: 3 clusters Score -6665146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54530 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -6665171.000000 Penalty: 5413.170898
	Iteration 22Q: 3 clusters Score -6665171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54530 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -6665172.500000 Penalty: 5413.170898
	Iteration 23Q: 3 clusters Score -6665172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54532 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -6665185.000000 Penalty: 5413.170898
	Iteration 24Q: 3 clusters Score -6665185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54533 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -6665193.000000 Penalty: 5413.170898
	Iteration 25Q: 3 clusters Score -6665193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54534 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -6665191.500000 Penalty: 5413.170898
	Iteration 26Q: 3 clusters Score -6665192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54537 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -6665196.500000 Penalty: 5413.170898
	Iteration 27Q: 3 clusters Score -6665196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54539 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -6665203.000000 Penalty: 5413.170898
	Iteration 28Q: 3 clusters Score -6665203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54540 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6665203.000000 Penalty: 5413.170898
	Iteration 29Q: 3 clusters Score -6665203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54542 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -6665203.500000 Penalty: 5413.170898
	Iteration 30Q: 3 clusters Score -6665204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54543 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -6665200.000000 Penalty: 5413.170898
	Iteration 31Q: 3 clusters Score -6665200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54544 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -6665210.000000 Penalty: 5413.170898
	Iteration 32Q: 3 clusters Score -6665210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54545 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -6665206.500000 Penalty: 5413.170898
	Iteration 33Q: 3 clusters Score -6665206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54545 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -6665210.000000 Penalty: 5413.170898
	Iteration 34Q: 3 clusters Score -6665210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54548 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -6665212.500000 Penalty: 5413.170898
	Iteration 35Q: 3 clusters Score -6665212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54549 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -6665207.000000 Penalty: 5413.170898
	Iteration 36Q: 3 clusters Score -6665207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54552 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -6665216.500000 Penalty: 5413.170898
	Iteration 37Q: 3 clusters Score -6665216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54554 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -6665217.000000 Penalty: 5413.170898
	Iteration 38Q: 3 clusters Score -6665217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54554 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -6665223.500000 Penalty: 5413.170898
	Iteration 39Q: 3 clusters Score -6665224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54556 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -6665227.500000 Penalty: 5413.170898
	Iteration 40F: 3 clusters Score -6665228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54558 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -6665231.000000 Penalty: 5413.170898
	Iteration 41Q: 3 clusters Score -6665231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54558 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -6665237.000000 Penalty: 5413.170898
	Iteration 42Q: 3 clusters Score -6665237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54559 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -6665245.000000 Penalty: 5413.170898
	Iteration 43Q: 3 clusters Score -6665245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54559 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -6665250.000000 Penalty: 5413.170898
	Iteration 44Q: 3 clusters Score -6665250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54559 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -6665250.000000 Penalty: 5413.170898
	Iteration 45F: 3 clusters Score -6665250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (177619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177619 members 
Entering Unmasked Estep 
Score: -22114754.000000 Penalty: 2997.674072
	Iteration 0F: 2 clusters Score -2.211475e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88798 members 
Mstep: Class 2 contains 88821 members 
Entering Unmasked Estep 
Score: -21997930.000000 Penalty: 5995.348145
	Iteration 0F: 3 clusters Score -2.199793e+07 nChanged 85055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89199 members 
Mstep: Class 2 contains 88420 members 
Entering Unmasked Estep 
Score: -22047822.000000 Penalty: 5995.348145
	Iteration 1F: 3 clusters Score -2.204782e+07 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89203 members 
Mstep: Class 2 contains 88416 members 
Entering Unmasked Estep 
Score: -22048640.000000 Penalty: 5995.348145
	Iteration 2Q: 3 clusters Score -2.204864e+07 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89255 members 
Mstep: Class 2 contains 88364 members 
Entering Unmasked Estep 
Score: -22049998.000000 Penalty: 5995.348145
	Iteration 3Q: 3 clusters Score -2.205e+07 nChanged 5304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89223 members 
Mstep: Class 2 contains 88396 members 
Entering Unmasked Estep 
Score: -22051162.000000 Penalty: 5995.348145
	Iteration 4Q: 3 clusters Score -2.205116e+07 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89197 members 
Mstep: Class 2 contains 88422 members 
Entering Unmasked Estep 
Score: -22052696.000000 Penalty: 5995.348145
	Iteration 5Q: 3 clusters Score -2.20527e+07 nChanged 6441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89270 members 
Mstep: Class 2 contains 88349 members 
Entering Unmasked Estep 
Score: -22055034.000000 Penalty: 5995.348145
	Iteration 6Q: 3 clusters Score -2.205503e+07 nChanged 7331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89397 members 
Mstep: Class 2 contains 88222 members 
Entering Unmasked Estep 
Score: -22057908.000000 Penalty: 5995.348145
	Iteration 7Q: 3 clusters Score -2.205791e+07 nChanged 8477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89588 members 
Mstep: Class 2 contains 88031 members 
Entering Unmasked Estep 
Score: -22061914.000000 Penalty: 5995.348145
	Iteration 8Q: 3 clusters Score -2.206191e+07 nChanged 9666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89748 members 
Mstep: Class 2 contains 87871 members 
Entering Unmasked Estep 
Score: -22067610.000000 Penalty: 5995.348145
	Iteration 9F: 3 clusters Score -2.206761e+07 nChanged 10679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89965 members 
Mstep: Class 2 contains 87654 members 
Entering Unmasked Estep 
Score: -22074794.000000 Penalty: 5995.348145
	Iteration 10F: 3 clusters Score -2.207479e+07 nChanged 10541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90238 members 
Mstep: Class 2 contains 87381 members 
Entering Unmasked Estep 
Score: -22081466.000000 Penalty: 5995.348145
	Iteration 11F: 3 clusters Score -2.208147e+07 nChanged 8852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90666 members 
Mstep: Class 2 contains 86953 members 
Entering Unmasked Estep 
Score: -22085748.000000 Penalty: 5995.348145
	Iteration 12Q: 3 clusters Score -2.208575e+07 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91254 members 
Mstep: Class 2 contains 86365 members 
Entering Unmasked Estep 
Score: -22087842.000000 Penalty: 5995.348145
	Iteration 13Q: 3 clusters Score -2.208784e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91973 members 
Mstep: Class 2 contains 85646 members 
Entering Unmasked Estep 
Score: -22088504.000000 Penalty: 5995.348145
	Iteration 14Q: 3 clusters Score -2.20885e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92795 members 
Mstep: Class 2 contains 84824 members 
Entering Unmasked Estep 
Score: -22088882.000000 Penalty: 5995.348145
	Iteration 15Q: 3 clusters Score -2.208888e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93616 members 
Mstep: Class 2 contains 84003 members 
Entering Unmasked Estep 
Score: -22089202.000000 Penalty: 5995.348145
	Iteration 16Q: 3 clusters Score -2.20892e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94484 members 
Mstep: Class 2 contains 83135 members 
Entering Unmasked Estep 
Score: -22089406.000000 Penalty: 5995.348145
	Iteration 17Q: 3 clusters Score -2.208941e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95519 members 
Mstep: Class 2 contains 82100 members 
Entering Unmasked Estep 
Score: -22089690.000000 Penalty: 5995.348145
	Iteration 18Q: 3 clusters Score -2.208969e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96649 members 
Mstep: Class 2 contains 80970 members 
Entering Unmasked Estep 
Score: -22089928.000000 Penalty: 5995.348145
	Iteration 19Q: 3 clusters Score -2.208993e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97795 members 
Mstep: Class 2 contains 79824 members 
Entering Unmasked Estep 
Score: -22090220.000000 Penalty: 5995.348145
	Iteration 20F: 3 clusters Score -2.209022e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99067 members 
Mstep: Class 2 contains 78552 members 
Entering Unmasked Estep 
Score: -22090396.000000 Penalty: 5995.348145
	Iteration 21Q: 3 clusters Score -2.20904e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100404 members 
Mstep: Class 2 contains 77215 members 
Entering Unmasked Estep 
Score: -22090524.000000 Penalty: 5995.348145
	Iteration 22Q: 3 clusters Score -2.209052e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101821 members 
Mstep: Class 2 contains 75798 members 
Entering Unmasked Estep 
Score: -22090886.000000 Penalty: 5995.348145
	Iteration 23Q: 3 clusters Score -2.209089e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103293 members 
Mstep: Class 2 contains 74326 members 
Entering Unmasked Estep 
Score: -22091198.000000 Penalty: 5995.348145
	Iteration 24Q: 3 clusters Score -2.20912e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104798 members 
Mstep: Class 2 contains 72821 members 
Entering Unmasked Estep 
Score: -22091430.000000 Penalty: 5995.348145
	Iteration 25Q: 3 clusters Score -2.209143e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106443 members 
Mstep: Class 2 contains 71176 members 
Entering Unmasked Estep 
Score: -22091738.000000 Penalty: 5995.348145
	Iteration 26Q: 3 clusters Score -2.209174e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108117 members 
Mstep: Class 2 contains 69502 members 
Entering Unmasked Estep 
Score: -22092006.000000 Penalty: 5995.348145
	Iteration 27Q: 3 clusters Score -2.209201e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109845 members 
Mstep: Class 2 contains 67774 members 
Entering Unmasked Estep 
Score: -22092288.000000 Penalty: 5995.348145
	Iteration 28Q: 3 clusters Score -2.209229e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111614 members 
Mstep: Class 2 contains 66005 members 
Entering Unmasked Estep 
Score: -22092662.000000 Penalty: 5995.348145
	Iteration 29Q: 3 clusters Score -2.209266e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113504 members 
Mstep: Class 2 contains 64115 members 
Entering Unmasked Estep 
Score: -22093008.000000 Penalty: 5995.348145
	Iteration 30Q: 3 clusters Score -2.209301e+07 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115524 members 
Mstep: Class 2 contains 62095 members 
Entering Unmasked Estep 
Score: -22093436.000000 Penalty: 5995.348145
	Iteration 31Q: 3 clusters Score -2.209344e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117599 members 
Mstep: Class 2 contains 60020 members 
Entering Unmasked Estep 
Score: -22094002.000000 Penalty: 5995.348145
	Iteration 32Q: 3 clusters Score -2.2094e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119716 members 
Mstep: Class 2 contains 57903 members 
Entering Unmasked Estep 
Score: -22094490.000000 Penalty: 5995.348145
	Iteration 33Q: 3 clusters Score -2.209449e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121829 members 
Mstep: Class 2 contains 55790 members 
Entering Unmasked Estep 
Score: -22094956.000000 Penalty: 5995.348145
	Iteration 34Q: 3 clusters Score -2.209496e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123971 members 
Mstep: Class 2 contains 53648 members 
Entering Unmasked Estep 
Score: -22095386.000000 Penalty: 5995.348145
	Iteration 35Q: 3 clusters Score -2.209539e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126223 members 
Mstep: Class 2 contains 51396 members 
Entering Unmasked Estep 
Score: -22095920.000000 Penalty: 5995.348145
	Iteration 36Q: 3 clusters Score -2.209592e+07 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128486 members 
Mstep: Class 2 contains 49133 members 
Entering Unmasked Estep 
Score: -22096538.000000 Penalty: 5995.348145
	Iteration 37Q: 3 clusters Score -2.209654e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130827 members 
Mstep: Class 2 contains 46792 members 
Entering Unmasked Estep 
Score: -22097004.000000 Penalty: 5995.348145
	Iteration 38Q: 3 clusters Score -2.2097e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133131 members 
Mstep: Class 2 contains 44488 members 
Entering Unmasked Estep 
Score: -22097530.000000 Penalty: 5995.348145
	Iteration 39Q: 3 clusters Score -2.209753e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135464 members 
Mstep: Class 2 contains 42155 members 
Entering Unmasked Estep 
Score: -22098010.000000 Penalty: 5995.348145
	Iteration 40F: 3 clusters Score -2.209801e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137901 members 
Mstep: Class 2 contains 39718 members 
Entering Unmasked Estep 
Score: -22098784.000000 Penalty: 5995.348145
	Iteration 41Q: 3 clusters Score -2.209878e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140415 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -22099558.000000 Penalty: 5995.348145
	Iteration 42Q: 3 clusters Score -2.209956e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142973 members 
Mstep: Class 2 contains 34646 members 
Entering Unmasked Estep 
Score: -22100380.000000 Penalty: 5995.348145
	Iteration 43Q: 3 clusters Score -2.210038e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145568 members 
Mstep: Class 2 contains 32051 members 
Entering Unmasked Estep 
Score: -22101300.000000 Penalty: 5995.348145
	Iteration 44Q: 3 clusters Score -2.21013e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148167 members 
Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
Score: -22102104.000000 Penalty: 5995.348145
	Iteration 45Q: 3 clusters Score -2.21021e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150742 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -22102990.000000 Penalty: 5995.348145
	Iteration 46Q: 3 clusters Score -2.210299e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153367 members 
Mstep: Class 2 contains 24252 members 
Entering Unmasked Estep 
Score: -22103948.000000 Penalty: 5995.348145
	Iteration 47Q: 3 clusters Score -2.210395e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156005 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -22104786.000000 Penalty: 5995.348145
	Iteration 48Q: 3 clusters Score -2.210479e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158533 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -22105894.000000 Penalty: 5995.348145
	Iteration 49Q: 3 clusters Score -2.210589e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160829 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -22106760.000000 Penalty: 5995.348145
	Iteration 50Q: 3 clusters Score -2.210676e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162964 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -22107608.000000 Penalty: 5995.348145
	Iteration 51Q: 3 clusters Score -2.210761e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164840 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -22108516.000000 Penalty: 5995.348145
	Iteration 52Q: 3 clusters Score -2.210852e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166459 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -22109300.000000 Penalty: 5995.348145
	Iteration 53Q: 3 clusters Score -2.21093e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167813 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -22109892.000000 Penalty: 5995.348145
	Iteration 54Q: 3 clusters Score -2.210989e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168927 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -22110350.000000 Penalty: 5995.348145
	Iteration 55Q: 3 clusters Score -2.211035e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169885 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -22110838.000000 Penalty: 5995.348145
	Iteration 56Q: 3 clusters Score -2.211084e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170692 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -22111160.000000 Penalty: 5995.348145
	Iteration 57Q: 3 clusters Score -2.211116e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171391 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -22111376.000000 Penalty: 5995.348145
	Iteration 58Q: 3 clusters Score -2.211138e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171986 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -22111626.000000 Penalty: 5995.348145
	Iteration 59Q: 3 clusters Score -2.211163e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172509 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -22111856.000000 Penalty: 5995.348145
	Iteration 60F: 3 clusters Score -2.211186e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172948 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -22112074.000000 Penalty: 5995.348145
	Iteration 61Q: 3 clusters Score -2.211207e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173353 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -22112144.000000 Penalty: 5995.348145
	Iteration 62Q: 3 clusters Score -2.211214e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173683 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -22112182.000000 Penalty: 5995.348145
	Iteration 63Q: 3 clusters Score -2.211218e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173951 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -22112260.000000 Penalty: 5995.348145
	Iteration 64Q: 3 clusters Score -2.211226e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174159 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -22112346.000000 Penalty: 5995.348145
	Iteration 65Q: 3 clusters Score -2.211235e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174337 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -22112380.000000 Penalty: 5995.348145
	Iteration 66Q: 3 clusters Score -2.211238e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174500 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -22112418.000000 Penalty: 5995.348145
	Iteration 67Q: 3 clusters Score -2.211242e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174640 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -22112482.000000 Penalty: 5995.348145
	Iteration 68Q: 3 clusters Score -2.211248e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174745 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -22112480.000000 Penalty: 5995.348145
	Iteration 69Q: 3 clusters Score -2.211248e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174839 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -22112544.000000 Penalty: 5995.348145
	Iteration 70Q: 3 clusters Score -2.211254e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174922 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -22112542.000000 Penalty: 5995.348145
	Iteration 71Q: 3 clusters Score -2.211254e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174995 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -22112552.000000 Penalty: 5995.348145
	Iteration 72Q: 3 clusters Score -2.211255e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175072 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -22112588.000000 Penalty: 5995.348145
	Iteration 73Q: 3 clusters Score -2.211259e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175148 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -22112594.000000 Penalty: 5995.348145
	Iteration 74Q: 3 clusters Score -2.211259e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175200 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -22112604.000000 Penalty: 5995.348145
	Iteration 75Q: 3 clusters Score -2.21126e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175242 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -22112600.000000 Penalty: 5995.348145
	Iteration 76Q: 3 clusters Score -2.21126e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175269 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -22112624.000000 Penalty: 5995.348145
	Iteration 77Q: 3 clusters Score -2.211262e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175291 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -22112638.000000 Penalty: 5995.348145
	Iteration 78Q: 3 clusters Score -2.211264e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175322 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -22112664.000000 Penalty: 5995.348145
	Iteration 79Q: 3 clusters Score -2.211266e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175346 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -22112682.000000 Penalty: 5995.348145
	Iteration 80F: 3 clusters Score -2.211268e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175366 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -22112706.000000 Penalty: 5995.348145
	Iteration 81Q: 3 clusters Score -2.211271e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175388 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -22112706.000000 Penalty: 5995.348145
	Iteration 82Q: 3 clusters Score -2.211271e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175412 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -22112692.000000 Penalty: 5995.348145
	Iteration 83Q: 3 clusters Score -2.211269e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175438 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -22112706.000000 Penalty: 5995.348145
	Iteration 84Q: 3 clusters Score -2.211271e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175464 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -22112710.000000 Penalty: 5995.348145
	Iteration 85Q: 3 clusters Score -2.211271e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175480 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -22112700.000000 Penalty: 5995.348145
	Iteration 86Q: 3 clusters Score -2.21127e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175493 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -22112730.000000 Penalty: 5995.348145
	Iteration 87Q: 3 clusters Score -2.211273e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175513 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -22112720.000000 Penalty: 5995.348145
	Iteration 88Q: 3 clusters Score -2.211272e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175526 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -22112726.000000 Penalty: 5995.348145
	Iteration 89Q: 3 clusters Score -2.211273e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175534 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -22112724.000000 Penalty: 5995.348145
	Iteration 90Q: 3 clusters Score -2.211272e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175542 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -22112728.000000 Penalty: 5995.348145
	Iteration 91Q: 3 clusters Score -2.211273e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175549 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -22112728.000000 Penalty: 5995.348145
	Iteration 92Q: 3 clusters Score -2.211273e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175559 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -22112738.000000 Penalty: 5995.348145
	Iteration 93Q: 3 clusters Score -2.211274e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175565 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -22112738.000000 Penalty: 5995.348145
	Iteration 94Q: 3 clusters Score -2.211274e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175568 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -22112736.000000 Penalty: 5995.348145
	Iteration 95Q: 3 clusters Score -2.211274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175573 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -22112738.000000 Penalty: 5995.348145
	Iteration 96Q: 3 clusters Score -2.211274e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175583 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -22112750.000000 Penalty: 5995.348145
	Iteration 97Q: 3 clusters Score -2.211275e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175590 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -22112760.000000 Penalty: 5995.348145
	Iteration 98Q: 3 clusters Score -2.211276e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175594 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -22112764.000000 Penalty: 5995.348145
	Iteration 99Q: 3 clusters Score -2.211276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175598 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -22112766.000000 Penalty: 5995.348145
	Iteration 100F: 3 clusters Score -2.211277e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175599 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -22112762.000000 Penalty: 5995.348145
	Iteration 101Q: 3 clusters Score -2.211276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175602 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -22112772.000000 Penalty: 5995.348145
	Iteration 102Q: 3 clusters Score -2.211277e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175605 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -22112764.000000 Penalty: 5995.348145
	Iteration 103Q: 3 clusters Score -2.211276e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175611 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -22112764.000000 Penalty: 5995.348145
	Iteration 104Q: 3 clusters Score -2.211276e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175620 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -22112750.000000 Penalty: 5995.348145
	Iteration 105Q: 3 clusters Score -2.211275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175625 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -22112746.000000 Penalty: 5995.348145
	Iteration 106Q: 3 clusters Score -2.211275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175630 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -22112758.000000 Penalty: 5995.348145
	Iteration 107Q: 3 clusters Score -2.211276e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175629 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -22112754.000000 Penalty: 5995.348145
	Iteration 108Q: 3 clusters Score -2.211275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175631 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -22112762.000000 Penalty: 5995.348145
	Iteration 109Q: 3 clusters Score -2.211276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175633 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -22112750.000000 Penalty: 5995.348145
	Iteration 110Q: 3 clusters Score -2.211275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175633 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -22112750.000000 Penalty: 5995.348145
	Iteration 111Q: 3 clusters Score -2.211275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175634 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -22112750.000000 Penalty: 5995.348145
	Iteration 112Q: 3 clusters Score -2.211275e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175640 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -22112780.000000 Penalty: 5995.348145
	Iteration 113Q: 3 clusters Score -2.211278e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175645 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -22112770.000000 Penalty: 5995.348145
	Iteration 114Q: 3 clusters Score -2.211277e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175649 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -22112756.000000 Penalty: 5995.348145
	Iteration 115Q: 3 clusters Score -2.211276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175652 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -22112756.000000 Penalty: 5995.348145
	Iteration 116Q: 3 clusters Score -2.211276e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175652 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -22112748.000000 Penalty: 5995.348145
	Iteration 117Q: 3 clusters Score -2.211275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175653 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -22112750.000000 Penalty: 5995.348145
	Iteration 118Q: 3 clusters Score -2.211275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175652 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -22112758.000000 Penalty: 5995.348145
	Iteration 119Q: 3 clusters Score -2.211276e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175652 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -22112758.000000 Penalty: 5995.348145
	Iteration 120F: 3 clusters Score -2.211276e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Entering Unmasked Estep 
Score: -160920.578125 Penalty: 1793.896973
	Iteration 0F: 2 clusters Score -160920.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -158707.765625 Penalty: 3587.793945
	Iteration 0F: 3 clusters Score -158707.8 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -159129.796875 Penalty: 3587.793945
	Iteration 1F: 3 clusters Score -159129.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -159347.453125 Penalty: 3587.793945
	Iteration 2F: 3 clusters Score -159347.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -159541.515625 Penalty: 3587.793945
	Iteration 3F: 3 clusters Score -159541.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -159638.656250 Penalty: 3587.793945
	Iteration 4Q: 3 clusters Score -159638.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -159708.546875 Penalty: 3587.793945
	Iteration 5Q: 3 clusters Score -159708.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -159805.687500 Penalty: 3587.793945
	Iteration 6Q: 3 clusters Score -159805.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -159897.625000 Penalty: 3587.793945
	Iteration 7Q: 3 clusters Score -159897.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -160058.687500 Penalty: 3587.793945
	Iteration 8Q: 3 clusters Score -160058.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -160140.531250 Penalty: 3587.793945
	Iteration 9Q: 3 clusters Score -160140.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -160188.937500 Penalty: 3587.793945
	Iteration 10Q: 3 clusters Score -160188.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -160238.375000 Penalty: 3587.793945
	Iteration 11Q: 3 clusters Score -160238.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -160313.187500 Penalty: 3587.793945
	Iteration 12Q: 3 clusters Score -160313.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -160371.078125 Penalty: 3587.793945
	Iteration 13Q: 3 clusters Score -160371.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -160454.328125 Penalty: 3587.793945
	Iteration 14Q: 3 clusters Score -160454.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -160517.437500 Penalty: 3587.793945
	Iteration 15Q: 3 clusters Score -160517.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -160573.875000 Penalty: 3587.793945
	Iteration 16Q: 3 clusters Score -160573.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -160654.109375 Penalty: 3587.793945
	Iteration 17Q: 3 clusters Score -160654.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -160739.250000 Penalty: 3587.793945
	Iteration 18Q: 3 clusters Score -160739.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -160838.156250 Penalty: 3587.793945
	Iteration 19Q: 3 clusters Score -160838.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -160888.000000 Penalty: 3587.793945
	Iteration 20F: 3 clusters Score -160888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -160917.859375 Penalty: 3587.793945
	Iteration 21Q: 3 clusters Score -160917.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -160947.281250 Penalty: 3587.793945
	Iteration 22Q: 3 clusters Score -160947.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -160973.156250 Penalty: 3587.793945
	Iteration 23Q: 3 clusters Score -160973.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -160982.234375 Penalty: 3587.793945
	Iteration 24Q: 3 clusters Score -160982.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -160986.328125 Penalty: 3587.793945
	Iteration 25Q: 3 clusters Score -160986.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -160987.796875 Penalty: 3587.793945
	Iteration 26Q: 3 clusters Score -160987.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -160987.796875 Penalty: 3587.793945
	Iteration 27F: 3 clusters Score -160987.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 13068 members 
Mstep: Class 3 contains 52471 members 
Mstep: Class 4 contains 35491 members 
Mstep: Class 5 contains 6020 members 
Mstep: Class 6 contains 2791 members 
Mstep: Class 7 contains 31154 members 
Mstep: Class 8 contains 27782 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94970 members 
Mstep: Class 11 contains 14663 members 
Mstep: Class 12 contains 4228 members 
Mstep: Class 13 contains 264417 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1575 members 
Mstep: Class 17 contains 37320 members 
Mstep: Class 18 contains 493 members 
Mstep: Class 19 contains 54921 members 
Mstep: Class 20 contains 177619 members 
Mstep: Class 21 contains 892 members 
Mstep: Class 22 contains 5664 members 
Entering Unmasked Estep 
Score: -104777376.000000 Penalty: 74538.125000
Splitting cluster 21 changes total score from -104778976.000000 to -104777376.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (5664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Entering Unmasked Estep 
Score: -668344.000000 Penalty: 2143.187744
	Iteration 0F: 2 clusters Score -668344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -663388.875000 Penalty: 4286.375488
	Iteration 0F: 3 clusters Score -663388.9 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -664648.250000 Penalty: 4286.375488
	Iteration 1F: 3 clusters Score -664648.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -665095.437500 Penalty: 4286.375488
	Iteration 2F: 3 clusters Score -665095.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -665435.312500 Penalty: 4286.375488
	Iteration 3F: 3 clusters Score -665435.3 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -665714.312500 Penalty: 4286.375488
	Iteration 4F: 3 clusters Score -665714.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -665968.375000 Penalty: 4286.375488
	Iteration 5F: 3 clusters Score -665968.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -666232.687500 Penalty: 4286.375488
	Iteration 6F: 3 clusters Score -666232.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -666463.875000 Penalty: 4286.375488
	Iteration 7F: 3 clusters Score -666463.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -666604.312500 Penalty: 4286.375488
	Iteration 8Q: 3 clusters Score -666604.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -666710.687500 Penalty: 4286.375488
	Iteration 9Q: 3 clusters Score -666710.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -666787.562500 Penalty: 4286.375488
	Iteration 10Q: 3 clusters Score -666787.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -666845.125000 Penalty: 4286.375488
	Iteration 11Q: 3 clusters Score -666845.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -666890.250000 Penalty: 4286.375488
	Iteration 12Q: 3 clusters Score -666890.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -666925.812500 Penalty: 4286.375488
	Iteration 13Q: 3 clusters Score -666925.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -666956.875000 Penalty: 4286.375488
	Iteration 14Q: 3 clusters Score -666956.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -666977.937500 Penalty: 4286.375488
	Iteration 15Q: 3 clusters Score -666977.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -666994.937500 Penalty: 4286.375488
	Iteration 16Q: 3 clusters Score -666994.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -667008.500000 Penalty: 4286.375488
	Iteration 17Q: 3 clusters Score -667008.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -667026.250000 Penalty: 4286.375488
	Iteration 18Q: 3 clusters Score -667026.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -667033.250000 Penalty: 4286.375488
	Iteration 19Q: 3 clusters Score -667033.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -667037.312500 Penalty: 4286.375488
	Iteration 20F: 3 clusters Score -667037.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -667042.875000 Penalty: 4286.375488
	Iteration 21Q: 3 clusters Score -667042.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -667046.500000 Penalty: 4286.375488
	Iteration 22Q: 3 clusters Score -667046.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -667049.750000 Penalty: 4286.375488
	Iteration 23Q: 3 clusters Score -667049.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -667050.437500 Penalty: 4286.375488
	Iteration 24Q: 3 clusters Score -667050.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -667054.125000 Penalty: 4286.375488
	Iteration 25Q: 3 clusters Score -667054.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -667053.187500 Penalty: 4286.375488
	Iteration 26Q: 3 clusters Score -667053.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -667054.937500 Penalty: 4286.375488
	Iteration 27Q: 3 clusters Score -667054.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -667054.937500 Penalty: 4286.375488
	Iteration 28F: 3 clusters Score -667054.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 13068 members 
Mstep: Class 3 contains 52471 members 
Mstep: Class 4 contains 35491 members 
Mstep: Class 5 contains 6020 members 
Mstep: Class 6 contains 2791 members 
Mstep: Class 7 contains 31154 members 
Mstep: Class 8 contains 27782 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94970 members 
Mstep: Class 11 contains 14663 members 
Mstep: Class 12 contains 4228 members 
Mstep: Class 13 contains 264417 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1575 members 
Mstep: Class 17 contains 37320 members 
Mstep: Class 19 contains 54921 members 
Mstep: Class 20 contains 177619 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104778872.000000 Penalty: 71150.023438
Iteration 399Q: 22 clusters Score -1.047789e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 13069 members 
Mstep: Class 3 contains 52465 members 
Mstep: Class 4 contains 35494 members 
Mstep: Class 5 contains 6020 members 
Mstep: Class 6 contains 2791 members 
Mstep: Class 7 contains 31162 members 
Mstep: Class 8 contains 27777 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94975 members 
Mstep: Class 11 contains 14663 members 
Mstep: Class 12 contains 4229 members 
Mstep: Class 13 contains 264422 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1575 members 
Mstep: Class 17 contains 37313 members 
Mstep: Class 19 contains 54917 members 
Mstep: Class 20 contains 177617 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779000.000000 Penalty: 71150.023438
Iteration 400F: 22 clusters Score -1.04779e+08 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 13069 members 
Mstep: Class 3 contains 52463 members 
Mstep: Class 4 contains 35493 members 
Mstep: Class 5 contains 6020 members 
Mstep: Class 6 contains 2791 members 
Mstep: Class 7 contains 31161 members 
Mstep: Class 8 contains 27769 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94978 members 
Mstep: Class 11 contains 14663 members 
Mstep: Class 12 contains 4229 members 
Mstep: Class 13 contains 264434 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1575 members 
Mstep: Class 17 contains 37302 members 
Mstep: Class 19 contains 54915 members 
Mstep: Class 20 contains 177625 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779032.000000 Penalty: 71150.023438
Iteration 401Q: 22 clusters Score -1.04779e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 13070 members 
Mstep: Class 3 contains 52458 members 
Mstep: Class 4 contains 35495 members 
Mstep: Class 5 contains 6020 members 
Mstep: Class 6 contains 2791 members 
Mstep: Class 7 contains 31156 members 
Mstep: Class 8 contains 27756 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94976 members 
Mstep: Class 11 contains 14663 members 
Mstep: Class 12 contains 4230 members 
Mstep: Class 13 contains 264439 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1575 members 
Mstep: Class 17 contains 37292 members 
Mstep: Class 19 contains 54913 members 
Mstep: Class 20 contains 177654 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779120.000000 Penalty: 71150.023438
Iteration 402Q: 22 clusters Score -1.047791e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 13072 members 
Mstep: Class 3 contains 52452 members 
Mstep: Class 4 contains 35498 members 
Mstep: Class 5 contains 6020 members 
Mstep: Class 6 contains 2791 members 
Mstep: Class 7 contains 31145 members 
Mstep: Class 8 contains 27740 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94978 members 
Mstep: Class 11 contains 14662 members 
Mstep: Class 12 contains 4229 members 
Mstep: Class 13 contains 264456 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1575 members 
Mstep: Class 17 contains 37284 members 
Mstep: Class 19 contains 54910 members 
Mstep: Class 20 contains 177676 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779096.000000 Penalty: 71150.023438
Iteration 403Q: 22 clusters Score -1.047791e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 13072 members 
Mstep: Class 3 contains 52447 members 
Mstep: Class 4 contains 35500 members 
Mstep: Class 5 contains 6020 members 
Mstep: Class 6 contains 2791 members 
Mstep: Class 7 contains 31146 members 
Mstep: Class 8 contains 27726 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94976 members 
Mstep: Class 11 contains 14661 members 
Mstep: Class 12 contains 4230 members 
Mstep: Class 13 contains 264453 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1574 members 
Mstep: Class 17 contains 37276 members 
Mstep: Class 19 contains 54906 members 
Mstep: Class 20 contains 177710 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779112.000000 Penalty: 71150.023438
Iteration 404Q: 22 clusters Score -1.047791e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 13072 members 
Mstep: Class 3 contains 52441 members 
Mstep: Class 4 contains 35503 members 
Mstep: Class 5 contains 6020 members 
Mstep: Class 6 contains 2791 members 
Mstep: Class 7 contains 31146 members 
Mstep: Class 8 contains 27715 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94980 members 
Mstep: Class 11 contains 14660 members 
Mstep: Class 12 contains 4231 members 
Mstep: Class 13 contains 264444 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1573 members 
Mstep: Class 17 contains 37272 members 
Mstep: Class 19 contains 54903 members 
Mstep: Class 20 contains 177736 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779112.000000 Penalty: 71150.023438
Iteration 405Q: 22 clusters Score -1.047791e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 13074 members 
Mstep: Class 3 contains 52433 members 
Mstep: Class 4 contains 35504 members 
Mstep: Class 5 contains 6019 members 
Mstep: Class 6 contains 2791 members 
Mstep: Class 7 contains 31143 members 
Mstep: Class 8 contains 27702 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94989 members 
Mstep: Class 11 contains 14660 members 
Mstep: Class 12 contains 4233 members 
Mstep: Class 13 contains 264454 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1572 members 
Mstep: Class 17 contains 37268 members 
Mstep: Class 19 contains 54899 members 
Mstep: Class 20 contains 177746 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779248.000000 Penalty: 71150.023438
Iteration 406Q: 22 clusters Score -1.047792e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 13076 members 
Mstep: Class 3 contains 52432 members 
Mstep: Class 4 contains 35504 members 
Mstep: Class 5 contains 6019 members 
Mstep: Class 6 contains 2791 members 
Mstep: Class 7 contains 31146 members 
Mstep: Class 8 contains 27692 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94993 members 
Mstep: Class 11 contains 14660 members 
Mstep: Class 12 contains 4234 members 
Mstep: Class 13 contains 264449 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1570 members 
Mstep: Class 17 contains 37256 members 
Mstep: Class 19 contains 54896 members 
Mstep: Class 20 contains 177767 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779256.000000 Penalty: 71150.023438
Iteration 407Q: 22 clusters Score -1.047793e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 13076 members 
Mstep: Class 3 contains 52436 members 
Mstep: Class 4 contains 35507 members 
Mstep: Class 5 contains 6018 members 
Mstep: Class 6 contains 2791 members 
Mstep: Class 7 contains 31145 members 
Mstep: Class 8 contains 27687 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94994 members 
Mstep: Class 11 contains 14660 members 
Mstep: Class 12 contains 4234 members 
Mstep: Class 13 contains 264459 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1569 members 
Mstep: Class 17 contains 37251 members 
Mstep: Class 19 contains 54891 members 
Mstep: Class 20 contains 177768 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779208.000000 Penalty: 71150.023438
Iteration 408Q: 22 clusters Score -1.047792e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 13076 members 
Mstep: Class 3 contains 52431 members 
Mstep: Class 4 contains 35507 members 
Mstep: Class 5 contains 6018 members 
Mstep: Class 6 contains 2791 members 
Mstep: Class 7 contains 31136 members 
Mstep: Class 8 contains 27683 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 94999 members 
Mstep: Class 11 contains 14660 members 
Mstep: Class 12 contains 4232 members 
Mstep: Class 13 contains 264472 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1569 members 
Mstep: Class 17 contains 37248 members 
Mstep: Class 19 contains 54890 members 
Mstep: Class 20 contains 177771 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779264.000000 Penalty: 71150.023438
Iteration 409Q: 22 clusters Score -1.047793e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 13076 members 
Mstep: Class 3 contains 52430 members 
Mstep: Class 4 contains 35506 members 
Mstep: Class 5 contains 6018 members 
Mstep: Class 6 contains 2791 members 
Mstep: Class 7 contains 31131 members 
Mstep: Class 8 contains 27676 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 95004 members 
Mstep: Class 11 contains 14658 members 
Mstep: Class 12 contains 4234 members 
Mstep: Class 13 contains 264467 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1569 members 
Mstep: Class 17 contains 37246 members 
Mstep: Class 19 contains 54891 members 
Mstep: Class 20 contains 177790 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779272.000000 Penalty: 71150.023438
Iteration 410Q: 22 clusters Score -1.047793e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 13077 members 
Mstep: Class 3 contains 52425 members 
Mstep: Class 4 contains 35506 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2791 members 
Mstep: Class 7 contains 31124 members 
Mstep: Class 8 contains 27671 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 95006 members 
Mstep: Class 11 contains 14655 members 
Mstep: Class 12 contains 4234 members 
Mstep: Class 13 contains 264471 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1569 members 
Mstep: Class 17 contains 37248 members 
Mstep: Class 19 contains 54893 members 
Mstep: Class 20 contains 177801 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779240.000000 Penalty: 71150.023438
Iteration 411Q: 22 clusters Score -1.047792e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 13077 members 
Mstep: Class 3 contains 52422 members 
Mstep: Class 4 contains 35506 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2791 members 
Mstep: Class 7 contains 31119 members 
Mstep: Class 8 contains 27665 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95004 members 
Mstep: Class 11 contains 14653 members 
Mstep: Class 12 contains 4234 members 
Mstep: Class 13 contains 264474 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1569 members 
Mstep: Class 17 contains 37249 members 
Mstep: Class 19 contains 54891 members 
Mstep: Class 20 contains 177816 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779288.000000 Penalty: 71150.023438
Iteration 412Q: 22 clusters Score -1.047793e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 13077 members 
Mstep: Class 3 contains 52421 members 
Mstep: Class 4 contains 35506 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2791 members 
Mstep: Class 7 contains 31118 members 
Mstep: Class 8 contains 27663 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95005 members 
Mstep: Class 11 contains 14652 members 
Mstep: Class 12 contains 4234 members 
Mstep: Class 13 contains 264466 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1569 members 
Mstep: Class 17 contains 37249 members 
Mstep: Class 19 contains 54889 members 
Mstep: Class 20 contains 177829 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779328.000000 Penalty: 71150.023438
Iteration 413Q: 22 clusters Score -1.047793e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 13077 members 
Mstep: Class 3 contains 52415 members 
Mstep: Class 4 contains 35507 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2791 members 
Mstep: Class 7 contains 31120 members 
Mstep: Class 8 contains 27664 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95004 members 
Mstep: Class 11 contains 14650 members 
Mstep: Class 12 contains 4234 members 
Mstep: Class 13 contains 264463 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1569 members 
Mstep: Class 17 contains 37247 members 
Mstep: Class 19 contains 54889 members 
Mstep: Class 20 contains 177840 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779304.000000 Penalty: 71150.023438
Iteration 414Q: 22 clusters Score -1.047793e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 13077 members 
Mstep: Class 3 contains 52411 members 
Mstep: Class 4 contains 35506 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2791 members 
Mstep: Class 7 contains 31120 members 
Mstep: Class 8 contains 27663 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95009 members 
Mstep: Class 11 contains 14647 members 
Mstep: Class 12 contains 4234 members 
Mstep: Class 13 contains 264468 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1569 members 
Mstep: Class 17 contains 37246 members 
Mstep: Class 19 contains 54887 members 
Mstep: Class 20 contains 177843 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779304.000000 Penalty: 71150.023438
Iteration 415Q: 22 clusters Score -1.047793e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 13077 members 
Mstep: Class 3 contains 52410 members 
Mstep: Class 4 contains 35507 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2791 members 
Mstep: Class 7 contains 31122 members 
Mstep: Class 8 contains 27659 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95012 members 
Mstep: Class 11 contains 14645 members 
Mstep: Class 12 contains 4234 members 
Mstep: Class 13 contains 264465 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1569 members 
Mstep: Class 17 contains 37246 members 
Mstep: Class 19 contains 54886 members 
Mstep: Class 20 contains 177850 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779184.000000 Penalty: 71150.023438
Iteration 416Q: 22 clusters Score -1.047792e+08 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 13076 members 
Mstep: Class 3 contains 52406 members 
Mstep: Class 4 contains 35505 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2791 members 
Mstep: Class 7 contains 31126 members 
Mstep: Class 8 contains 27657 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95013 members 
Mstep: Class 11 contains 14645 members 
Mstep: Class 12 contains 4234 members 
Mstep: Class 13 contains 264463 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1569 members 
Mstep: Class 17 contains 37246 members 
Mstep: Class 19 contains 54886 members 
Mstep: Class 20 contains 177855 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779248.000000 Penalty: 71150.023438
Iteration 417Q: 22 clusters Score -1.047792e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 13076 members 
Mstep: Class 3 contains 52405 members 
Mstep: Class 4 contains 35504 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2791 members 
Mstep: Class 7 contains 31132 members 
Mstep: Class 8 contains 27655 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95013 members 
Mstep: Class 11 contains 14642 members 
Mstep: Class 12 contains 4232 members 
Mstep: Class 13 contains 264458 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1569 members 
Mstep: Class 17 contains 37246 members 
Mstep: Class 19 contains 54887 members 
Mstep: Class 20 contains 177862 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779288.000000 Penalty: 71150.023438
Iteration 418Q: 22 clusters Score -1.047793e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 13076 members 
Mstep: Class 3 contains 52404 members 
Mstep: Class 4 contains 35505 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2791 members 
Mstep: Class 7 contains 31131 members 
Mstep: Class 8 contains 27654 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95012 members 
Mstep: Class 11 contains 14641 members 
Mstep: Class 12 contains 4232 members 
Mstep: Class 13 contains 264452 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1569 members 
Mstep: Class 17 contains 37243 members 
Mstep: Class 19 contains 54888 members 
Mstep: Class 20 contains 177874 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779256.000000 Penalty: 71150.023438
Iteration 419Q: 22 clusters Score -1.047793e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 13075 members 
Mstep: Class 3 contains 52402 members 
Mstep: Class 4 contains 35506 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2790 members 
Mstep: Class 7 contains 31128 members 
Mstep: Class 8 contains 27651 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95009 members 
Mstep: Class 11 contains 14641 members 
Mstep: Class 12 contains 4234 members 
Mstep: Class 13 contains 264442 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1569 members 
Mstep: Class 17 contains 37241 members 
Mstep: Class 19 contains 54887 members 
Mstep: Class 20 contains 177898 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779160.000000 Penalty: 71150.023438
Iteration 420F: 22 clusters Score -1.047792e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 13075 members 
Mstep: Class 3 contains 52404 members 
Mstep: Class 4 contains 35505 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2789 members 
Mstep: Class 7 contains 31130 members 
Mstep: Class 8 contains 27647 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95008 members 
Mstep: Class 11 contains 14641 members 
Mstep: Class 12 contains 4234 members 
Mstep: Class 13 contains 264436 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1569 members 
Mstep: Class 17 contains 37237 members 
Mstep: Class 19 contains 54886 members 
Mstep: Class 20 contains 177912 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779104.000000 Penalty: 71150.023438
Iteration 421Q: 22 clusters Score -1.047791e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 13075 members 
Mstep: Class 3 contains 52403 members 
Mstep: Class 4 contains 35505 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2789 members 
Mstep: Class 7 contains 31133 members 
Mstep: Class 8 contains 27643 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95008 members 
Mstep: Class 11 contains 14640 members 
Mstep: Class 12 contains 4237 members 
Mstep: Class 13 contains 264435 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1569 members 
Mstep: Class 17 contains 37232 members 
Mstep: Class 19 contains 54885 members 
Mstep: Class 20 contains 177919 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779160.000000 Penalty: 71150.023438
Iteration 422Q: 22 clusters Score -1.047792e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 13075 members 
Mstep: Class 3 contains 52402 members 
Mstep: Class 4 contains 35508 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2789 members 
Mstep: Class 7 contains 31131 members 
Mstep: Class 8 contains 27643 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95007 members 
Mstep: Class 11 contains 14637 members 
Mstep: Class 12 contains 4237 members 
Mstep: Class 13 contains 264436 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1569 members 
Mstep: Class 17 contains 37232 members 
Mstep: Class 19 contains 54883 members 
Mstep: Class 20 contains 177924 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779192.000000 Penalty: 71150.023438
Iteration 423Q: 22 clusters Score -1.047792e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 13074 members 
Mstep: Class 3 contains 52399 members 
Mstep: Class 4 contains 35510 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2789 members 
Mstep: Class 7 contains 31122 members 
Mstep: Class 8 contains 27643 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95005 members 
Mstep: Class 11 contains 14638 members 
Mstep: Class 12 contains 4237 members 
Mstep: Class 13 contains 264438 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1569 members 
Mstep: Class 17 contains 37233 members 
Mstep: Class 19 contains 54882 members 
Mstep: Class 20 contains 177934 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779248.000000 Penalty: 71150.023438
Iteration 424Q: 22 clusters Score -1.047792e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 13074 members 
Mstep: Class 3 contains 52399 members 
Mstep: Class 4 contains 35511 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2789 members 
Mstep: Class 7 contains 31118 members 
Mstep: Class 8 contains 27642 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95003 members 
Mstep: Class 11 contains 14638 members 
Mstep: Class 12 contains 4237 members 
Mstep: Class 13 contains 264434 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1569 members 
Mstep: Class 17 contains 37233 members 
Mstep: Class 19 contains 54882 members 
Mstep: Class 20 contains 177944 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779216.000000 Penalty: 71150.023438
Iteration 425Q: 22 clusters Score -1.047792e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 13074 members 
Mstep: Class 3 contains 52396 members 
Mstep: Class 4 contains 35512 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2789 members 
Mstep: Class 7 contains 31115 members 
Mstep: Class 8 contains 27638 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95006 members 
Mstep: Class 11 contains 14637 members 
Mstep: Class 12 contains 4237 members 
Mstep: Class 13 contains 264432 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1569 members 
Mstep: Class 17 contains 37230 members 
Mstep: Class 19 contains 54882 members 
Mstep: Class 20 contains 177956 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779176.000000 Penalty: 71150.023438
Iteration 426Q: 22 clusters Score -1.047792e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 13073 members 
Mstep: Class 3 contains 52397 members 
Mstep: Class 4 contains 35513 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2789 members 
Mstep: Class 7 contains 31112 members 
Mstep: Class 8 contains 27635 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95008 members 
Mstep: Class 11 contains 14637 members 
Mstep: Class 12 contains 4237 members 
Mstep: Class 13 contains 264425 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1570 members 
Mstep: Class 17 contains 37227 members 
Mstep: Class 19 contains 54881 members 
Mstep: Class 20 contains 177970 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779272.000000 Penalty: 71150.023438
Iteration 427Q: 22 clusters Score -1.047793e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 13073 members 
Mstep: Class 3 contains 52400 members 
Mstep: Class 4 contains 35513 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2789 members 
Mstep: Class 7 contains 31113 members 
Mstep: Class 8 contains 27631 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95013 members 
Mstep: Class 11 contains 14636 members 
Mstep: Class 12 contains 4238 members 
Mstep: Class 13 contains 264418 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1568 members 
Mstep: Class 17 contains 37225 members 
Mstep: Class 19 contains 54880 members 
Mstep: Class 20 contains 177976 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779232.000000 Penalty: 71150.023438
Iteration 428Q: 22 clusters Score -1.047792e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 13072 members 
Mstep: Class 3 contains 52400 members 
Mstep: Class 4 contains 35513 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2789 members 
Mstep: Class 7 contains 31113 members 
Mstep: Class 8 contains 27626 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95014 members 
Mstep: Class 11 contains 14637 members 
Mstep: Class 12 contains 4238 members 
Mstep: Class 13 contains 264414 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1568 members 
Mstep: Class 17 contains 37224 members 
Mstep: Class 19 contains 54881 members 
Mstep: Class 20 contains 177984 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779272.000000 Penalty: 71150.023438
Iteration 429Q: 22 clusters Score -1.047793e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 13072 members 
Mstep: Class 3 contains 52397 members 
Mstep: Class 4 contains 35515 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2789 members 
Mstep: Class 7 contains 31111 members 
Mstep: Class 8 contains 27625 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95014 members 
Mstep: Class 11 contains 14637 members 
Mstep: Class 12 contains 4238 members 
Mstep: Class 13 contains 264409 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1568 members 
Mstep: Class 17 contains 37224 members 
Mstep: Class 19 contains 54881 members 
Mstep: Class 20 contains 177994 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779240.000000 Penalty: 71150.023438
Iteration 430Q: 22 clusters Score -1.047792e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 13072 members 
Mstep: Class 3 contains 52397 members 
Mstep: Class 4 contains 35516 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2789 members 
Mstep: Class 7 contains 31106 members 
Mstep: Class 8 contains 27625 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95016 members 
Mstep: Class 11 contains 14637 members 
Mstep: Class 12 contains 4238 members 
Mstep: Class 13 contains 264414 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1568 members 
Mstep: Class 17 contains 37223 members 
Mstep: Class 19 contains 54879 members 
Mstep: Class 20 contains 177995 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779200.000000 Penalty: 71150.023438
Iteration 431Q: 22 clusters Score -1.047792e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 13072 members 
Mstep: Class 3 contains 52396 members 
Mstep: Class 4 contains 35516 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2789 members 
Mstep: Class 7 contains 31100 members 
Mstep: Class 8 contains 27624 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95017 members 
Mstep: Class 11 contains 14637 members 
Mstep: Class 12 contains 4238 members 
Mstep: Class 13 contains 264417 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1568 members 
Mstep: Class 17 contains 37223 members 
Mstep: Class 19 contains 54878 members 
Mstep: Class 20 contains 178001 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779240.000000 Penalty: 71150.023438
Iteration 432Q: 22 clusters Score -1.047792e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 13072 members 
Mstep: Class 3 contains 52397 members 
Mstep: Class 4 contains 35516 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2789 members 
Mstep: Class 7 contains 31096 members 
Mstep: Class 8 contains 27622 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95020 members 
Mstep: Class 11 contains 14637 members 
Mstep: Class 12 contains 4238 members 
Mstep: Class 13 contains 264420 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1568 members 
Mstep: Class 17 contains 37221 members 
Mstep: Class 19 contains 54878 members 
Mstep: Class 20 contains 178002 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779232.000000 Penalty: 71150.023438
Iteration 433Q: 22 clusters Score -1.047792e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 13072 members 
Mstep: Class 3 contains 52395 members 
Mstep: Class 4 contains 35516 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2789 members 
Mstep: Class 7 contains 31092 members 
Mstep: Class 8 contains 27616 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95022 members 
Mstep: Class 11 contains 14637 members 
Mstep: Class 12 contains 4238 members 
Mstep: Class 13 contains 264431 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1568 members 
Mstep: Class 17 contains 37220 members 
Mstep: Class 19 contains 54877 members 
Mstep: Class 20 contains 178003 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779200.000000 Penalty: 71150.023438
Iteration 434Q: 22 clusters Score -1.047792e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 13072 members 
Mstep: Class 3 contains 52394 members 
Mstep: Class 4 contains 35518 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2789 members 
Mstep: Class 7 contains 31087 members 
Mstep: Class 8 contains 27613 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95022 members 
Mstep: Class 11 contains 14637 members 
Mstep: Class 12 contains 4238 members 
Mstep: Class 13 contains 264432 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1568 members 
Mstep: Class 17 contains 37220 members 
Mstep: Class 19 contains 54876 members 
Mstep: Class 20 contains 178010 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779224.000000 Penalty: 71150.023438
Iteration 435Q: 22 clusters Score -1.047792e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 13072 members 
Mstep: Class 3 contains 52391 members 
Mstep: Class 4 contains 35518 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2789 members 
Mstep: Class 7 contains 31083 members 
Mstep: Class 8 contains 27613 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95020 members 
Mstep: Class 11 contains 14637 members 
Mstep: Class 12 contains 4238 members 
Mstep: Class 13 contains 264445 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1568 members 
Mstep: Class 17 contains 37220 members 
Mstep: Class 19 contains 54874 members 
Mstep: Class 20 contains 178008 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779256.000000 Penalty: 71150.023438
Iteration 436Q: 22 clusters Score -1.047793e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 13072 members 
Mstep: Class 3 contains 52390 members 
Mstep: Class 4 contains 35517 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2789 members 
Mstep: Class 7 contains 31082 members 
Mstep: Class 8 contains 27613 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95017 members 
Mstep: Class 11 contains 14637 members 
Mstep: Class 12 contains 4238 members 
Mstep: Class 13 contains 264458 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1568 members 
Mstep: Class 17 contains 37221 members 
Mstep: Class 19 contains 54875 members 
Mstep: Class 20 contains 177999 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779256.000000 Penalty: 71150.023438
Iteration 437Q: 22 clusters Score -1.047793e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 13072 members 
Mstep: Class 3 contains 52390 members 
Mstep: Class 4 contains 35517 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2789 members 
Mstep: Class 7 contains 31079 members 
Mstep: Class 8 contains 27613 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95014 members 
Mstep: Class 11 contains 14637 members 
Mstep: Class 12 contains 4238 members 
Mstep: Class 13 contains 264467 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1568 members 
Mstep: Class 17 contains 37221 members 
Mstep: Class 19 contains 54873 members 
Mstep: Class 20 contains 177998 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779240.000000 Penalty: 71150.023438
Iteration 438Q: 22 clusters Score -1.047792e+08 nChanged 28
Entering ConstructFrom: 
Score: -104779240.000000 Penalty: 71150.023438
Entering ConstructFrom: 
Trying to split cluster 1 (21713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Entering Unmasked Estep 
Score: -2610408.750000 Penalty: 2476.445312
	Iteration 0F: 2 clusters Score -2610409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -2595195.750000 Penalty: 4952.890625
	Iteration 0F: 3 clusters Score -2595196 nChanged 9587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -2600509.500000 Penalty: 4952.890625
	Iteration 1F: 3 clusters Score -2600510 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -2601004.250000 Penalty: 4952.890625
	Iteration 2F: 3 clusters Score -2601004 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -2601522.500000 Penalty: 4952.890625
	Iteration 3Q: 3 clusters Score -2601522 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -2602164.500000 Penalty: 4952.890625
	Iteration 4F: 3 clusters Score -2602164 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -2602973.750000 Penalty: 4952.890625
	Iteration 5F: 3 clusters Score -2602974 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -2603964.500000 Penalty: 4952.890625
	Iteration 6F: 3 clusters Score -2603964 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -2605105.250000 Penalty: 4952.890625
	Iteration 7F: 3 clusters Score -2605105 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -2606173.750000 Penalty: 4952.890625
	Iteration 8F: 3 clusters Score -2606174 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -2606987.000000 Penalty: 4952.890625
	Iteration 9Q: 3 clusters Score -2606987 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -2607512.500000 Penalty: 4952.890625
	Iteration 10Q: 3 clusters Score -2607512 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -2607823.250000 Penalty: 4952.890625
	Iteration 11Q: 3 clusters Score -2607823 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -2607996.250000 Penalty: 4952.890625
	Iteration 12Q: 3 clusters Score -2607996 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -2608112.500000 Penalty: 4952.890625
	Iteration 13Q: 3 clusters Score -2608112 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -2608192.250000 Penalty: 4952.890625
	Iteration 14Q: 3 clusters Score -2608192 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -2608235.000000 Penalty: 4952.890625
	Iteration 15Q: 3 clusters Score -2608235 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -2608259.250000 Penalty: 4952.890625
	Iteration 16Q: 3 clusters Score -2608259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -2608264.750000 Penalty: 4952.890625
	Iteration 17Q: 3 clusters Score -2608265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -2608270.750000 Penalty: 4952.890625
	Iteration 18Q: 3 clusters Score -2608271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -2608275.500000 Penalty: 4952.890625
	Iteration 19Q: 3 clusters Score -2608276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -2608278.500000 Penalty: 4952.890625
	Iteration 20F: 3 clusters Score -2608278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Entering Unmasked Estep 
Score: -1631325.000000 Penalty: 2350.600342
	Iteration 0F: 2 clusters Score -1631325 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1621778.000000 Penalty: 4701.200684
	Iteration 0F: 3 clusters Score -1621778 nChanged 5582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1624843.625000 Penalty: 4701.200684
	Iteration 1F: 3 clusters Score -1624844 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1625270.750000 Penalty: 4701.200684
	Iteration 2F: 3 clusters Score -1625271 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1625635.875000 Penalty: 4701.200684
	Iteration 3F: 3 clusters Score -1625636 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1626023.750000 Penalty: 4701.200684
	Iteration 4F: 3 clusters Score -1626024 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1626443.875000 Penalty: 4701.200684
	Iteration 5F: 3 clusters Score -1626444 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1626912.250000 Penalty: 4701.200684
	Iteration 6F: 3 clusters Score -1626912 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1627441.500000 Penalty: 4701.200684
	Iteration 7F: 3 clusters Score -1627442 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1627926.500000 Penalty: 4701.200684
	Iteration 8Q: 3 clusters Score -1627926 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1628396.500000 Penalty: 4701.200684
	Iteration 9Q: 3 clusters Score -1628396 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1628722.875000 Penalty: 4701.200684
	Iteration 10Q: 3 clusters Score -1628723 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1628911.500000 Penalty: 4701.200684
	Iteration 11Q: 3 clusters Score -1628912 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1629050.000000 Penalty: 4701.200684
	Iteration 12Q: 3 clusters Score -1629050 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1629143.125000 Penalty: 4701.200684
	Iteration 13Q: 3 clusters Score -1629143 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1629201.375000 Penalty: 4701.200684
	Iteration 14Q: 3 clusters Score -1629201 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1629245.750000 Penalty: 4701.200684
	Iteration 15Q: 3 clusters Score -1629246 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1629271.000000 Penalty: 4701.200684
	Iteration 16Q: 3 clusters Score -1629271 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1629286.750000 Penalty: 4701.200684
	Iteration 17Q: 3 clusters Score -1629287 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11654 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1629305.500000 Penalty: 4701.200684
	Iteration 18Q: 3 clusters Score -1629306 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1629322.125000 Penalty: 4701.200684
	Iteration 19Q: 3 clusters Score -1629322 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1629343.750000 Penalty: 4701.200684
	Iteration 20F: 3 clusters Score -1629344 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1629362.000000 Penalty: 4701.200684
	Iteration 21Q: 3 clusters Score -1629362 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1629383.000000 Penalty: 4701.200684
	Iteration 22Q: 3 clusters Score -1629383 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1629392.875000 Penalty: 4701.200684
	Iteration 23Q: 3 clusters Score -1629393 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1629411.250000 Penalty: 4701.200684
	Iteration 24Q: 3 clusters Score -1629411 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1629420.375000 Penalty: 4701.200684
	Iteration 25Q: 3 clusters Score -1629420 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1629435.000000 Penalty: 4701.200684
	Iteration 26Q: 3 clusters Score -1629435 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1629441.750000 Penalty: 4701.200684
	Iteration 27Q: 3 clusters Score -1629442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1629447.125000 Penalty: 4701.200684
	Iteration 28Q: 3 clusters Score -1629447 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1629450.500000 Penalty: 4701.200684
	Iteration 29Q: 3 clusters Score -1629450 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1629456.375000 Penalty: 4701.200684
	Iteration 30Q: 3 clusters Score -1629456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1629458.250000 Penalty: 4701.200684
	Iteration 31Q: 3 clusters Score -1629458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1629459.500000 Penalty: 4701.200684
	Iteration 32Q: 3 clusters Score -1629460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1629460.500000 Penalty: 4701.200684
	Iteration 33Q: 3 clusters Score -1629460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1629460.375000 Penalty: 4701.200684
	Iteration 34Q: 3 clusters Score -1629460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1629459.625000 Penalty: 4701.200684
	Iteration 35Q: 3 clusters Score -1629460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1629459.625000 Penalty: 4701.200684
	Iteration 36F: 3 clusters Score -1629460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (52389 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52389 members 
Entering Unmasked Estep 
Score: -6576988.500000 Penalty: 2694.880127
	Iteration 0F: 2 clusters Score -6576988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -6541813.000000 Penalty: 5389.760254
	Iteration 0F: 3 clusters Score -6541813 nChanged 24239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -6555296.500000 Penalty: 5389.760254
	Iteration 1F: 3 clusters Score -6555296 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -6555993.500000 Penalty: 5389.760254
	Iteration 2Q: 3 clusters Score -6555994 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -6556659.500000 Penalty: 5389.760254
	Iteration 3Q: 3 clusters Score -6556660 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30218 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -6557703.500000 Penalty: 5389.760254
	Iteration 4Q: 3 clusters Score -6557704 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31996 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -6559067.500000 Penalty: 5389.760254
	Iteration 5Q: 3 clusters Score -6559068 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34260 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -6560784.500000 Penalty: 5389.760254
	Iteration 6F: 3 clusters Score -6560784 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -6562900.000000 Penalty: 5389.760254
	Iteration 7F: 3 clusters Score -6562900 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39643 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -6565332.000000 Penalty: 5389.760254
	Iteration 8F: 3 clusters Score -6565332 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42315 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -6567624.500000 Penalty: 5389.760254
	Iteration 9F: 3 clusters Score -6567624 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44528 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -6569656.000000 Penalty: 5389.760254
	Iteration 10Q: 3 clusters Score -6569656 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46086 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -6571061.000000 Penalty: 5389.760254
	Iteration 11Q: 3 clusters Score -6571061 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47148 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -6572017.000000 Penalty: 5389.760254
	Iteration 12Q: 3 clusters Score -6572017 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47897 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -6572732.500000 Penalty: 5389.760254
	Iteration 13Q: 3 clusters Score -6572732 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48445 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -6573143.500000 Penalty: 5389.760254
	Iteration 14Q: 3 clusters Score -6573144 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48843 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -6573472.500000 Penalty: 5389.760254
	Iteration 15Q: 3 clusters Score -6573472 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49138 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -6573676.500000 Penalty: 5389.760254
	Iteration 16Q: 3 clusters Score -6573676 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49397 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -6573821.500000 Penalty: 5389.760254
	Iteration 17Q: 3 clusters Score -6573822 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49621 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -6573959.000000 Penalty: 5389.760254
	Iteration 18Q: 3 clusters Score -6573959 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49832 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -6574066.500000 Penalty: 5389.760254
	Iteration 19Q: 3 clusters Score -6574066 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50014 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -6574141.000000 Penalty: 5389.760254
	Iteration 20F: 3 clusters Score -6574141 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50171 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -6574217.000000 Penalty: 5389.760254
	Iteration 21Q: 3 clusters Score -6574217 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50307 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -6574298.500000 Penalty: 5389.760254
	Iteration 22Q: 3 clusters Score -6574298 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50422 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -6574344.500000 Penalty: 5389.760254
	Iteration 23Q: 3 clusters Score -6574344 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50533 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -6574394.000000 Penalty: 5389.760254
	Iteration 24Q: 3 clusters Score -6574394 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50621 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -6574420.000000 Penalty: 5389.760254
	Iteration 25Q: 3 clusters Score -6574420 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50692 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -6574456.500000 Penalty: 5389.760254
	Iteration 26Q: 3 clusters Score -6574456 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50756 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -6574481.500000 Penalty: 5389.760254
	Iteration 27Q: 3 clusters Score -6574482 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50806 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -6574489.500000 Penalty: 5389.760254
	Iteration 28Q: 3 clusters Score -6574490 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50848 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -6574501.000000 Penalty: 5389.760254
	Iteration 29Q: 3 clusters Score -6574501 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50888 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -6574504.500000 Penalty: 5389.760254
	Iteration 30Q: 3 clusters Score -6574504 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50923 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -6574527.500000 Penalty: 5389.760254
	Iteration 31Q: 3 clusters Score -6574528 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50953 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -6574535.000000 Penalty: 5389.760254
	Iteration 32Q: 3 clusters Score -6574535 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50984 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -6574548.500000 Penalty: 5389.760254
	Iteration 33Q: 3 clusters Score -6574548 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51007 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -6574557.000000 Penalty: 5389.760254
	Iteration 34Q: 3 clusters Score -6574557 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51026 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -6574561.000000 Penalty: 5389.760254
	Iteration 35Q: 3 clusters Score -6574561 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51042 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -6574574.000000 Penalty: 5389.760254
	Iteration 36Q: 3 clusters Score -6574574 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51064 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -6574584.500000 Penalty: 5389.760254
	Iteration 37Q: 3 clusters Score -6574584 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51084 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -6574602.000000 Penalty: 5389.760254
	Iteration 38Q: 3 clusters Score -6574602 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51105 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -6574593.500000 Penalty: 5389.760254
	Iteration 39Q: 3 clusters Score -6574594 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51121 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -6574600.500000 Penalty: 5389.760254
	Iteration 40F: 3 clusters Score -6574600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51131 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -6574596.000000 Penalty: 5389.760254
	Iteration 41Q: 3 clusters Score -6574596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51143 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -6574611.500000 Penalty: 5389.760254
	Iteration 42Q: 3 clusters Score -6574612 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51153 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -6574606.000000 Penalty: 5389.760254
	Iteration 43Q: 3 clusters Score -6574606 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51168 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -6574612.500000 Penalty: 5389.760254
	Iteration 44Q: 3 clusters Score -6574612 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51183 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -6574620.500000 Penalty: 5389.760254
	Iteration 45Q: 3 clusters Score -6574620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51197 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -6574620.500000 Penalty: 5389.760254
	Iteration 46Q: 3 clusters Score -6574620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51213 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -6574633.500000 Penalty: 5389.760254
	Iteration 47Q: 3 clusters Score -6574634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51223 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -6574638.500000 Penalty: 5389.760254
	Iteration 48Q: 3 clusters Score -6574638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51235 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -6574635.000000 Penalty: 5389.760254
	Iteration 49Q: 3 clusters Score -6574635 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51239 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -6574643.000000 Penalty: 5389.760254
	Iteration 50Q: 3 clusters Score -6574643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51245 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -6574647.000000 Penalty: 5389.760254
	Iteration 51Q: 3 clusters Score -6574647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51250 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -6574647.500000 Penalty: 5389.760254
	Iteration 52Q: 3 clusters Score -6574648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51254 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -6574641.000000 Penalty: 5389.760254
	Iteration 53Q: 3 clusters Score -6574641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51257 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -6574642.500000 Penalty: 5389.760254
	Iteration 54Q: 3 clusters Score -6574642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51258 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -6574644.500000 Penalty: 5389.760254
	Iteration 55Q: 3 clusters Score -6574644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51262 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -6574640.000000 Penalty: 5389.760254
	Iteration 56Q: 3 clusters Score -6574640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51269 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -6574649.000000 Penalty: 5389.760254
	Iteration 57Q: 3 clusters Score -6574649 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51274 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -6574644.500000 Penalty: 5389.760254
	Iteration 58Q: 3 clusters Score -6574644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51279 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -6574649.000000 Penalty: 5389.760254
	Iteration 59Q: 3 clusters Score -6574649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51282 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -6574650.500000 Penalty: 5389.760254
	Iteration 60F: 3 clusters Score -6574650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51286 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -6574646.500000 Penalty: 5389.760254
	Iteration 61Q: 3 clusters Score -6574646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51287 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -6574648.500000 Penalty: 5389.760254
	Iteration 62Q: 3 clusters Score -6574648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51289 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -6574653.500000 Penalty: 5389.760254
	Iteration 63Q: 3 clusters Score -6574654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51293 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -6574661.500000 Penalty: 5389.760254
	Iteration 64Q: 3 clusters Score -6574662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51294 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -6574660.500000 Penalty: 5389.760254
	Iteration 65Q: 3 clusters Score -6574660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51297 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -6574658.000000 Penalty: 5389.760254
	Iteration 66Q: 3 clusters Score -6574658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51299 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -6574659.500000 Penalty: 5389.760254
	Iteration 67Q: 3 clusters Score -6574660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51301 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -6574668.000000 Penalty: 5389.760254
	Iteration 68Q: 3 clusters Score -6574668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51307 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -6574663.500000 Penalty: 5389.760254
	Iteration 69Q: 3 clusters Score -6574664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51312 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -6574658.000000 Penalty: 5389.760254
	Iteration 70Q: 3 clusters Score -6574658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51316 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -6574660.000000 Penalty: 5389.760254
	Iteration 71Q: 3 clusters Score -6574660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51324 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -6574665.000000 Penalty: 5389.760254
	Iteration 72Q: 3 clusters Score -6574665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51332 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -6574663.000000 Penalty: 5389.760254
	Iteration 73Q: 3 clusters Score -6574663 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51335 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -6574668.000000 Penalty: 5389.760254
	Iteration 74Q: 3 clusters Score -6574668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51336 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -6574669.500000 Penalty: 5389.760254
	Iteration 75Q: 3 clusters Score -6574670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51336 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -6574669.500000 Penalty: 5389.760254
	Iteration 76F: 3 clusters Score -6574670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (35516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35516 members 
Entering Unmasked Estep 
Score: -4486789.500000 Penalty: 2598.479004
	Iteration 0F: 2 clusters Score -4486790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -4462722.000000 Penalty: 5196.958008
	Iteration 0F: 3 clusters Score -4462722 nChanged 16159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -4471399.000000 Penalty: 5196.958008
	Iteration 1F: 3 clusters Score -4471399 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -4471899.000000 Penalty: 5196.958008
	Iteration 2Q: 3 clusters Score -4471899 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -4472384.000000 Penalty: 5196.958008
	Iteration 3Q: 3 clusters Score -4472384 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -4472817.000000 Penalty: 5196.958008
	Iteration 4Q: 3 clusters Score -4472817 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -4473296.000000 Penalty: 5196.958008
	Iteration 5Q: 3 clusters Score -4473296 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -4473888.500000 Penalty: 5196.958008
	Iteration 6Q: 3 clusters Score -4473888 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12222 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -4474759.000000 Penalty: 5196.958008
	Iteration 7Q: 3 clusters Score -4474759 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -4475982.000000 Penalty: 5196.958008
	Iteration 8F: 3 clusters Score -4475982 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 27345 members 
Entering Unmasked Estep 
Score: -4477654.000000 Penalty: 5196.958008
	Iteration 9F: 3 clusters Score -4477654 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -4479498.000000 Penalty: 5196.958008
	Iteration 10F: 3 clusters Score -4479498 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -4481191.500000 Penalty: 5196.958008
	Iteration 11F: 3 clusters Score -4481192 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 32853 members 
Entering Unmasked Estep 
Score: -4482472.500000 Penalty: 5196.958008
	Iteration 12Q: 3 clusters Score -4482472 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 33740 members 
Entering Unmasked Estep 
Score: -4483296.000000 Penalty: 5196.958008
	Iteration 13Q: 3 clusters Score -4483296 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 34270 members 
Entering Unmasked Estep 
Score: -4483787.500000 Penalty: 5196.958008
	Iteration 14Q: 3 clusters Score -4483788 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -4484092.500000 Penalty: 5196.958008
	Iteration 15Q: 3 clusters Score -4484092 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -4484238.000000 Penalty: 5196.958008
	Iteration 16Q: 3 clusters Score -4484238 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -4484344.000000 Penalty: 5196.958008
	Iteration 17Q: 3 clusters Score -4484344 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -4484402.000000 Penalty: 5196.958008
	Iteration 18Q: 3 clusters Score -4484402 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 34986 members 
Entering Unmasked Estep 
Score: -4484445.500000 Penalty: 5196.958008
	Iteration 19Q: 3 clusters Score -4484446 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 35022 members 
Entering Unmasked Estep 
Score: -4484470.500000 Penalty: 5196.958008
	Iteration 20F: 3 clusters Score -4484470 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 35050 members 
Entering Unmasked Estep 
Score: -4484500.500000 Penalty: 5196.958008
	Iteration 21Q: 3 clusters Score -4484500 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -4484515.500000 Penalty: 5196.958008
	Iteration 22Q: 3 clusters Score -4484516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 35077 members 
Entering Unmasked Estep 
Score: -4484533.000000 Penalty: 5196.958008
	Iteration 23Q: 3 clusters Score -4484533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -4484541.500000 Penalty: 5196.958008
	Iteration 24Q: 3 clusters Score -4484542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -4484553.000000 Penalty: 5196.958008
	Iteration 25Q: 3 clusters Score -4484553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -4484554.000000 Penalty: 5196.958008
	Iteration 26Q: 3 clusters Score -4484554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 35101 members 
Entering Unmasked Estep 
Score: -4484560.000000 Penalty: 5196.958008
	Iteration 27Q: 3 clusters Score -4484560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 35103 members 
Entering Unmasked Estep 
Score: -4484566.000000 Penalty: 5196.958008
	Iteration 28Q: 3 clusters Score -4484566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 35105 members 
Entering Unmasked Estep 
Score: -4484565.500000 Penalty: 5196.958008
	Iteration 29Q: 3 clusters Score -4484566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -4484570.500000 Penalty: 5196.958008
	Iteration 30Q: 3 clusters Score -4484570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 35108 members 
Entering Unmasked Estep 
Score: -4484568.000000 Penalty: 5196.958008
	Iteration 31Q: 3 clusters Score -4484568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
Score: -4484572.500000 Penalty: 5196.958008
	Iteration 32Q: 3 clusters Score -4484572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 35110 members 
Entering Unmasked Estep 
Score: -4484569.500000 Penalty: 5196.958008
	Iteration 33Q: 3 clusters Score -4484570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -4484570.000000 Penalty: 5196.958008
	Iteration 34Q: 3 clusters Score -4484570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -4484571.000000 Penalty: 5196.958008
	Iteration 35Q: 3 clusters Score -4484571 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -4484571.000000 Penalty: 5196.958008
	Iteration 36F: 3 clusters Score -4484571 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Entering Unmasked Estep 
Score: -760171.062500 Penalty: 2158.140137
	Iteration 0F: 2 clusters Score -760171.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -755015.125000 Penalty: 4316.280273
	Iteration 0F: 3 clusters Score -755015.1 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -756179.687500 Penalty: 4316.280273
	Iteration 1F: 3 clusters Score -756179.7 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -756378.625000 Penalty: 4316.280273
	Iteration 2F: 3 clusters Score -756378.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -756516.687500 Penalty: 4316.280273
	Iteration 3Q: 3 clusters Score -756516.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -756632.312500 Penalty: 4316.280273
	Iteration 4Q: 3 clusters Score -756632.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -756729.000000 Penalty: 4316.280273
	Iteration 5Q: 3 clusters Score -756729 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -756830.687500 Penalty: 4316.280273
	Iteration 6Q: 3 clusters Score -756830.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -756946.375000 Penalty: 4316.280273
	Iteration 7Q: 3 clusters Score -756946.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -757068.375000 Penalty: 4316.280273
	Iteration 8Q: 3 clusters Score -757068.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -757188.437500 Penalty: 4316.280273
	Iteration 9Q: 3 clusters Score -757188.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -757341.125000 Penalty: 4316.280273
	Iteration 10Q: 3 clusters Score -757341.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -757478.562500 Penalty: 4316.280273
	Iteration 11Q: 3 clusters Score -757478.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -757610.312500 Penalty: 4316.280273
	Iteration 12Q: 3 clusters Score -757610.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -757724.687500 Penalty: 4316.280273
	Iteration 13Q: 3 clusters Score -757724.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -757837.687500 Penalty: 4316.280273
	Iteration 14Q: 3 clusters Score -757837.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -757932.687500 Penalty: 4316.280273
	Iteration 15Q: 3 clusters Score -757932.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -758012.062500 Penalty: 4316.280273
	Iteration 16Q: 3 clusters Score -758012.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -758072.062500 Penalty: 4316.280273
	Iteration 17Q: 3 clusters Score -758072.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -758125.937500 Penalty: 4316.280273
	Iteration 18Q: 3 clusters Score -758125.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -758163.312500 Penalty: 4316.280273
	Iteration 19Q: 3 clusters Score -758163.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -758190.500000 Penalty: 4316.280273
	Iteration 20F: 3 clusters Score -758190.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -758208.062500 Penalty: 4316.280273
	Iteration 21Q: 3 clusters Score -758208.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -758229.187500 Penalty: 4316.280273
	Iteration 22Q: 3 clusters Score -758229.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -758244.500000 Penalty: 4316.280273
	Iteration 23Q: 3 clusters Score -758244.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -758253.312500 Penalty: 4316.280273
	Iteration 24Q: 3 clusters Score -758253.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -758255.250000 Penalty: 4316.280273
	Iteration 25Q: 3 clusters Score -758255.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -758256.562500 Penalty: 4316.280273
	Iteration 26Q: 3 clusters Score -758256.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -758260.062500 Penalty: 4316.280273
	Iteration 27Q: 3 clusters Score -758260.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -758261.750000 Penalty: 4316.280273
	Iteration 28Q: 3 clusters Score -758261.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -758264.687500 Penalty: 4316.280273
	Iteration 29Q: 3 clusters Score -758264.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -758266.187500 Penalty: 4316.280273
	Iteration 30Q: 3 clusters Score -758266.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -758270.187500 Penalty: 4316.280273
	Iteration 31Q: 3 clusters Score -758270.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -758277.187500 Penalty: 4316.280273
	Iteration 32Q: 3 clusters Score -758277.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -758286.312500 Penalty: 4316.280273
	Iteration 33Q: 3 clusters Score -758286.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -758295.000000 Penalty: 4316.280273
	Iteration 34Q: 3 clusters Score -758295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -758300.625000 Penalty: 4316.280273
	Iteration 35Q: 3 clusters Score -758300.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -758306.187500 Penalty: 4316.280273
	Iteration 36Q: 3 clusters Score -758306.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -758309.562500 Penalty: 4316.280273
	Iteration 37Q: 3 clusters Score -758309.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -758313.125000 Penalty: 4316.280273
	Iteration 38Q: 3 clusters Score -758313.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -758313.812500 Penalty: 4316.280273
	Iteration 39Q: 3 clusters Score -758313.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -758315.250000 Penalty: 4316.280273
	Iteration 40F: 3 clusters Score -758315.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -758316.062500 Penalty: 4316.280273
	Iteration 41Q: 3 clusters Score -758316.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -758319.812500 Penalty: 4316.280273
	Iteration 42Q: 3 clusters Score -758319.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -758324.062500 Penalty: 4316.280273
	Iteration 43Q: 3 clusters Score -758324.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -758323.625000 Penalty: 4316.280273
	Iteration 44Q: 3 clusters Score -758323.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -758324.812500 Penalty: 4316.280273
	Iteration 45Q: 3 clusters Score -758324.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -758326.187500 Penalty: 4316.280273
	Iteration 46Q: 3 clusters Score -758326.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -758326.187500 Penalty: 4316.280273
	Iteration 47F: 3 clusters Score -758326.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Entering Unmasked Estep 
Score: -344302.843750 Penalty: 1967.492676
	Iteration 0F: 2 clusters Score -344302.8 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 1391 members 
Entering Unmasked Estep 
Score: -341155.656250 Penalty: 3934.985352
	Iteration 0F: 3 clusters Score -341155.7 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -341737.781250 Penalty: 3934.985352
	Iteration 1F: 3 clusters Score -341737.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -341917.968750 Penalty: 3934.985352
	Iteration 2F: 3 clusters Score -341918 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -342024.281250 Penalty: 3934.985352
	Iteration 3F: 3 clusters Score -342024.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -342082.250000 Penalty: 3934.985352
	Iteration 4Q: 3 clusters Score -342082.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -342110.562500 Penalty: 3934.985352
	Iteration 5Q: 3 clusters Score -342110.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -342132.468750 Penalty: 3934.985352
	Iteration 6Q: 3 clusters Score -342132.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -342143.000000 Penalty: 3934.985352
	Iteration 7Q: 3 clusters Score -342143 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -342154.750000 Penalty: 3934.985352
	Iteration 8Q: 3 clusters Score -342154.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -342165.156250 Penalty: 3934.985352
	Iteration 9Q: 3 clusters Score -342165.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -342174.718750 Penalty: 3934.985352
	Iteration 10Q: 3 clusters Score -342174.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -342189.937500 Penalty: 3934.985352
	Iteration 11Q: 3 clusters Score -342189.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -342201.812500 Penalty: 3934.985352
	Iteration 12Q: 3 clusters Score -342201.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -342208.468750 Penalty: 3934.985352
	Iteration 13Q: 3 clusters Score -342208.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -342215.187500 Penalty: 3934.985352
	Iteration 14Q: 3 clusters Score -342215.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -342220.656250 Penalty: 3934.985352
	Iteration 15Q: 3 clusters Score -342220.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -342225.750000 Penalty: 3934.985352
	Iteration 16Q: 3 clusters Score -342225.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -342228.875000 Penalty: 3934.985352
	Iteration 17Q: 3 clusters Score -342228.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -342233.500000 Penalty: 3934.985352
	Iteration 18Q: 3 clusters Score -342233.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -342235.562500 Penalty: 3934.985352
	Iteration 19Q: 3 clusters Score -342235.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -342237.718750 Penalty: 3934.985352
	Iteration 20F: 3 clusters Score -342237.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -342239.187500 Penalty: 3934.985352
	Iteration 21Q: 3 clusters Score -342239.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -342240.156250 Penalty: 3934.985352
	Iteration 22Q: 3 clusters Score -342240.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -342240.156250 Penalty: 3934.985352
	Iteration 23F: 3 clusters Score -342240.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (31080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Entering Unmasked Estep 
Score: -3936885.250000 Penalty: 2565.391113
	Iteration 0F: 2 clusters Score -3936885 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -3915697.750000 Penalty: 5130.782227
	Iteration 0F: 3 clusters Score -3915698 nChanged 14013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -3923149.250000 Penalty: 5130.782227
	Iteration 1F: 3 clusters Score -3923149 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -3923499.250000 Penalty: 5130.782227
	Iteration 2Q: 3 clusters Score -3923499 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -3923806.500000 Penalty: 5130.782227
	Iteration 3Q: 3 clusters Score -3923806 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -3924079.250000 Penalty: 5130.782227
	Iteration 4Q: 3 clusters Score -3924079 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -3924302.500000 Penalty: 5130.782227
	Iteration 5Q: 3 clusters Score -3924302 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -3924552.250000 Penalty: 5130.782227
	Iteration 6Q: 3 clusters Score -3924552 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -3924821.500000 Penalty: 5130.782227
	Iteration 7Q: 3 clusters Score -3924822 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -3925096.750000 Penalty: 5130.782227
	Iteration 8Q: 3 clusters Score -3925097 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -3925432.750000 Penalty: 5130.782227
	Iteration 9Q: 3 clusters Score -3925433 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -3925805.000000 Penalty: 5130.782227
	Iteration 10Q: 3 clusters Score -3925805 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -3926230.500000 Penalty: 5130.782227
	Iteration 11Q: 3 clusters Score -3926230 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -3926791.250000 Penalty: 5130.782227
	Iteration 12Q: 3 clusters Score -3926791 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -3927522.500000 Penalty: 5130.782227
	Iteration 13Q: 3 clusters Score -3927522 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -3928445.750000 Penalty: 5130.782227
	Iteration 14Q: 3 clusters Score -3928446 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -3929454.000000 Penalty: 5130.782227
	Iteration 15Q: 3 clusters Score -3929454 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -3930569.250000 Penalty: 5130.782227
	Iteration 16Q: 3 clusters Score -3930569 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26733 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -3931646.750000 Penalty: 5130.782227
	Iteration 17Q: 3 clusters Score -3931647 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -3932572.000000 Penalty: 5130.782227
	Iteration 18Q: 3 clusters Score -3932572 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -3933225.000000 Penalty: 5130.782227
	Iteration 19Q: 3 clusters Score -3933225 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29376 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3933647.000000 Penalty: 5130.782227
	Iteration 20F: 3 clusters Score -3933647 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29781 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -3933918.750000 Penalty: 5130.782227
	Iteration 21Q: 3 clusters Score -3933919 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30070 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3934126.000000 Penalty: 5130.782227
	Iteration 22Q: 3 clusters Score -3934126 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30269 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -3934263.250000 Penalty: 5130.782227
	Iteration 23Q: 3 clusters Score -3934263 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3934371.000000 Penalty: 5130.782227
	Iteration 24Q: 3 clusters Score -3934371 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3934425.000000 Penalty: 5130.782227
	Iteration 25Q: 3 clusters Score -3934425 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3934487.250000 Penalty: 5130.782227
	Iteration 26Q: 3 clusters Score -3934487 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3934526.250000 Penalty: 5130.782227
	Iteration 27Q: 3 clusters Score -3934526 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30607 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -3934549.750000 Penalty: 5130.782227
	Iteration 28Q: 3 clusters Score -3934550 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3934570.500000 Penalty: 5130.782227
	Iteration 29Q: 3 clusters Score -3934570 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3934591.500000 Penalty: 5130.782227
	Iteration 30Q: 3 clusters Score -3934592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3934596.750000 Penalty: 5130.782227
	Iteration 31Q: 3 clusters Score -3934597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30661 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -3934603.250000 Penalty: 5130.782227
	Iteration 32Q: 3 clusters Score -3934603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30672 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -3934620.000000 Penalty: 5130.782227
	Iteration 33Q: 3 clusters Score -3934620 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3934637.500000 Penalty: 5130.782227
	Iteration 34Q: 3 clusters Score -3934638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30693 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -3934653.750000 Penalty: 5130.782227
	Iteration 35Q: 3 clusters Score -3934654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3934658.000000 Penalty: 5130.782227
	Iteration 36Q: 3 clusters Score -3934658 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -3934662.000000 Penalty: 5130.782227
	Iteration 37Q: 3 clusters Score -3934662 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3934663.250000 Penalty: 5130.782227
	Iteration 38Q: 3 clusters Score -3934663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3934664.000000 Penalty: 5130.782227
	Iteration 39Q: 3 clusters Score -3934664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30701 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3934666.250000 Penalty: 5130.782227
	Iteration 40F: 3 clusters Score -3934666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (27613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Entering Unmasked Estep 
Score: -3466440.750000 Penalty: 2536.058350
	Iteration 0F: 2 clusters Score -3466441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -3447548.250000 Penalty: 5072.116699
	Iteration 0F: 3 clusters Score -3447548 nChanged 12346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 13526 members 
Entering Unmasked Estep 
Score: -3454486.500000 Penalty: 5072.116699
	Iteration 1F: 3 clusters Score -3454486 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -3455165.250000 Penalty: 5072.116699
	Iteration 2F: 3 clusters Score -3455165 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -3455872.500000 Penalty: 5072.116699
	Iteration 3F: 3 clusters Score -3455872 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -3456662.000000 Penalty: 5072.116699
	Iteration 4F: 3 clusters Score -3456662 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -3457474.750000 Penalty: 5072.116699
	Iteration 5F: 3 clusters Score -3457475 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -3458210.250000 Penalty: 5072.116699
	Iteration 6F: 3 clusters Score -3458210 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -3458865.250000 Penalty: 5072.116699
	Iteration 7Q: 3 clusters Score -3458865 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -3459510.750000 Penalty: 5072.116699
	Iteration 8Q: 3 clusters Score -3459511 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -3460077.500000 Penalty: 5072.116699
	Iteration 9Q: 3 clusters Score -3460078 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -3460582.250000 Penalty: 5072.116699
	Iteration 10Q: 3 clusters Score -3460582 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -3460977.500000 Penalty: 5072.116699
	Iteration 11Q: 3 clusters Score -3460978 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -3461322.000000 Penalty: 5072.116699
	Iteration 12Q: 3 clusters Score -3461322 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -3461556.500000 Penalty: 5072.116699
	Iteration 13Q: 3 clusters Score -3461556 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -3461710.250000 Penalty: 5072.116699
	Iteration 14Q: 3 clusters Score -3461710 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 16884 members 
Entering Unmasked Estep 
Score: -3461842.750000 Penalty: 5072.116699
	Iteration 15Q: 3 clusters Score -3461843 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -3461943.000000 Penalty: 5072.116699
	Iteration 16Q: 3 clusters Score -3461943 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -3462059.750000 Penalty: 5072.116699
	Iteration 17Q: 3 clusters Score -3462060 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -3462132.500000 Penalty: 5072.116699
	Iteration 18Q: 3 clusters Score -3462132 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -3462204.750000 Penalty: 5072.116699
	Iteration 19Q: 3 clusters Score -3462205 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -3462280.750000 Penalty: 5072.116699
	Iteration 20F: 3 clusters Score -3462281 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 18434 members 
Entering Unmasked Estep 
Score: -3462373.250000 Penalty: 5072.116699
	Iteration 21Q: 3 clusters Score -3462373 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -3462438.500000 Penalty: 5072.116699
	Iteration 22Q: 3 clusters Score -3462438 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -3462480.250000 Penalty: 5072.116699
	Iteration 23Q: 3 clusters Score -3462480 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -3462555.750000 Penalty: 5072.116699
	Iteration 24Q: 3 clusters Score -3462556 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 19435 members 
Entering Unmasked Estep 
Score: -3462634.250000 Penalty: 5072.116699
	Iteration 25Q: 3 clusters Score -3462634 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -3462704.750000 Penalty: 5072.116699
	Iteration 26Q: 3 clusters Score -3462705 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -3462771.000000 Penalty: 5072.116699
	Iteration 27Q: 3 clusters Score -3462771 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -3462826.500000 Penalty: 5072.116699
	Iteration 28Q: 3 clusters Score -3462826 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -3462882.750000 Penalty: 5072.116699
	Iteration 29Q: 3 clusters Score -3462883 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -3462967.250000 Penalty: 5072.116699
	Iteration 30Q: 3 clusters Score -3462967 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -3463006.500000 Penalty: 5072.116699
	Iteration 31Q: 3 clusters Score -3463006 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -3463089.250000 Penalty: 5072.116699
	Iteration 32Q: 3 clusters Score -3463089 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -3463164.750000 Penalty: 5072.116699
	Iteration 33Q: 3 clusters Score -3463165 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -3463231.500000 Penalty: 5072.116699
	Iteration 34Q: 3 clusters Score -3463232 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -3463308.000000 Penalty: 5072.116699
	Iteration 35Q: 3 clusters Score -3463308 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -3463399.750000 Penalty: 5072.116699
	Iteration 36Q: 3 clusters Score -3463400 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -3463472.750000 Penalty: 5072.116699
	Iteration 37Q: 3 clusters Score -3463473 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -3463532.250000 Penalty: 5072.116699
	Iteration 38Q: 3 clusters Score -3463532 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -3463609.750000 Penalty: 5072.116699
	Iteration 39Q: 3 clusters Score -3463610 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -3463666.750000 Penalty: 5072.116699
	Iteration 40F: 3 clusters Score -3463667 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -3463720.750000 Penalty: 5072.116699
	Iteration 41Q: 3 clusters Score -3463721 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -3463775.000000 Penalty: 5072.116699
	Iteration 42Q: 3 clusters Score -3463775 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 23745 members 
Entering Unmasked Estep 
Score: -3463832.250000 Penalty: 5072.116699
	Iteration 43Q: 3 clusters Score -3463832 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 23921 members 
Entering Unmasked Estep 
Score: -3463875.250000 Penalty: 5072.116699
	Iteration 44Q: 3 clusters Score -3463875 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -3463928.000000 Penalty: 5072.116699
	Iteration 45Q: 3 clusters Score -3463928 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -3463980.750000 Penalty: 5072.116699
	Iteration 46Q: 3 clusters Score -3463981 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -3464017.750000 Penalty: 5072.116699
	Iteration 47Q: 3 clusters Score -3464018 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -3464038.500000 Penalty: 5072.116699
	Iteration 48Q: 3 clusters Score -3464038 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -3464073.750000 Penalty: 5072.116699
	Iteration 49Q: 3 clusters Score -3464074 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -3464103.750000 Penalty: 5072.116699
	Iteration 50Q: 3 clusters Score -3464104 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -3464134.000000 Penalty: 5072.116699
	Iteration 51Q: 3 clusters Score -3464134 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -3464168.000000 Penalty: 5072.116699
	Iteration 52Q: 3 clusters Score -3464168 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -3464206.750000 Penalty: 5072.116699
	Iteration 53Q: 3 clusters Score -3464207 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 25163 members 
Entering Unmasked Estep 
Score: -3464233.250000 Penalty: 5072.116699
	Iteration 54Q: 3 clusters Score -3464233 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 25263 members 
Entering Unmasked Estep 
Score: -3464269.250000 Penalty: 5072.116699
	Iteration 55Q: 3 clusters Score -3464269 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 25348 members 
Entering Unmasked Estep 
Score: -3464288.500000 Penalty: 5072.116699
	Iteration 56Q: 3 clusters Score -3464288 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -3464317.000000 Penalty: 5072.116699
	Iteration 57Q: 3 clusters Score -3464317 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -3464341.750000 Penalty: 5072.116699
	Iteration 58Q: 3 clusters Score -3464342 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -3464358.250000 Penalty: 5072.116699
	Iteration 59Q: 3 clusters Score -3464358 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -3464371.750000 Penalty: 5072.116699
	Iteration 60F: 3 clusters Score -3464372 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -3464396.500000 Penalty: 5072.116699
	Iteration 61Q: 3 clusters Score -3464396 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -3464410.250000 Penalty: 5072.116699
	Iteration 62Q: 3 clusters Score -3464410 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -3464420.000000 Penalty: 5072.116699
	Iteration 63Q: 3 clusters Score -3464420 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 25837 members 
Entering Unmasked Estep 
Score: -3464442.000000 Penalty: 5072.116699
	Iteration 64Q: 3 clusters Score -3464442 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -3464443.500000 Penalty: 5072.116699
	Iteration 65Q: 3 clusters Score -3464444 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -3464449.500000 Penalty: 5072.116699
	Iteration 66Q: 3 clusters Score -3464450 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -3464457.000000 Penalty: 5072.116699
	Iteration 67Q: 3 clusters Score -3464457 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -3464468.250000 Penalty: 5072.116699
	Iteration 68Q: 3 clusters Score -3464468 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -3464487.000000 Penalty: 5072.116699
	Iteration 69Q: 3 clusters Score -3464487 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -3464497.000000 Penalty: 5072.116699
	Iteration 70Q: 3 clusters Score -3464497 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -3464506.500000 Penalty: 5072.116699
	Iteration 71Q: 3 clusters Score -3464506 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -3464512.000000 Penalty: 5072.116699
	Iteration 72Q: 3 clusters Score -3464512 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -3464520.000000 Penalty: 5072.116699
	Iteration 73Q: 3 clusters Score -3464520 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 26165 members 
Entering Unmasked Estep 
Score: -3464524.750000 Penalty: 5072.116699
	Iteration 74Q: 3 clusters Score -3464525 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -3464531.500000 Penalty: 5072.116699
	Iteration 75Q: 3 clusters Score -3464532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -3464536.250000 Penalty: 5072.116699
	Iteration 76Q: 3 clusters Score -3464536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -3464543.500000 Penalty: 5072.116699
	Iteration 77Q: 3 clusters Score -3464544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 26232 members 
Entering Unmasked Estep 
Score: -3464550.750000 Penalty: 5072.116699
	Iteration 78Q: 3 clusters Score -3464551 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -3464555.250000 Penalty: 5072.116699
	Iteration 79Q: 3 clusters Score -3464555 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 26274 members 
Entering Unmasked Estep 
Score: -3464555.000000 Penalty: 5072.116699
	Iteration 80F: 3 clusters Score -3464555 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -3464564.250000 Penalty: 5072.116699
	Iteration 81Q: 3 clusters Score -3464564 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -3464566.500000 Penalty: 5072.116699
	Iteration 82Q: 3 clusters Score -3464566 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -3464574.500000 Penalty: 5072.116699
	Iteration 83Q: 3 clusters Score -3464574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -3464573.000000 Penalty: 5072.116699
	Iteration 84Q: 3 clusters Score -3464573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -3464582.500000 Penalty: 5072.116699
	Iteration 85Q: 3 clusters Score -3464582 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -3464580.250000 Penalty: 5072.116699
	Iteration 86Q: 3 clusters Score -3464580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -3464581.000000 Penalty: 5072.116699
	Iteration 87Q: 3 clusters Score -3464581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -3464582.750000 Penalty: 5072.116699
	Iteration 88Q: 3 clusters Score -3464583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -3464585.250000 Penalty: 5072.116699
	Iteration 89Q: 3 clusters Score -3464585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 26379 members 
Entering Unmasked Estep 
Score: -3464583.750000 Penalty: 5072.116699
	Iteration 90Q: 3 clusters Score -3464584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -3464585.250000 Penalty: 5072.116699
	Iteration 91Q: 3 clusters Score -3464585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -3464587.250000 Penalty: 5072.116699
	Iteration 92Q: 3 clusters Score -3464587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 26388 members 
Entering Unmasked Estep 
Score: -3464589.000000 Penalty: 5072.116699
	Iteration 93Q: 3 clusters Score -3464589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -3464588.750000 Penalty: 5072.116699
	Iteration 94Q: 3 clusters Score -3464589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 26394 members 
Entering Unmasked Estep 
Score: -3464590.750000 Penalty: 5072.116699
	Iteration 95Q: 3 clusters Score -3464591 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 26398 members 
Entering Unmasked Estep 
Score: -3464592.500000 Penalty: 5072.116699
	Iteration 96Q: 3 clusters Score -3464592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -3464592.250000 Penalty: 5072.116699
	Iteration 97Q: 3 clusters Score -3464592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -3464591.000000 Penalty: 5072.116699
	Iteration 98Q: 3 clusters Score -3464591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -3464591.000000 Penalty: 5072.116699
	Iteration 99Q: 3 clusters Score -3464591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -3464589.500000 Penalty: 5072.116699
	Iteration 100F: 3 clusters Score -3464590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Entering Unmasked Estep 
Score: -827360.437500 Penalty: 2178.472412
	Iteration 0F: 2 clusters Score -827360.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -821864.062500 Penalty: 4356.944824
	Iteration 0F: 3 clusters Score -821864.1 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -823260.437500 Penalty: 4356.944824
	Iteration 1F: 3 clusters Score -823260.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -823480.437500 Penalty: 4356.944824
	Iteration 2F: 3 clusters Score -823480.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -823633.125000 Penalty: 4356.944824
	Iteration 3Q: 3 clusters Score -823633.1 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -823758.875000 Penalty: 4356.944824
	Iteration 4Q: 3 clusters Score -823758.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -823840.625000 Penalty: 4356.944824
	Iteration 5Q: 3 clusters Score -823840.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -823906.375000 Penalty: 4356.944824
	Iteration 6Q: 3 clusters Score -823906.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -823981.375000 Penalty: 4356.944824
	Iteration 7Q: 3 clusters Score -823981.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -824055.437500 Penalty: 4356.944824
	Iteration 8Q: 3 clusters Score -824055.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -824119.875000 Penalty: 4356.944824
	Iteration 9Q: 3 clusters Score -824119.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -824168.812500 Penalty: 4356.944824
	Iteration 10Q: 3 clusters Score -824168.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -824208.000000 Penalty: 4356.944824
	Iteration 11Q: 3 clusters Score -824208 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -824244.500000 Penalty: 4356.944824
	Iteration 12Q: 3 clusters Score -824244.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -824288.250000 Penalty: 4356.944824
	Iteration 13Q: 3 clusters Score -824288.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -824341.187500 Penalty: 4356.944824
	Iteration 14Q: 3 clusters Score -824341.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -824396.375000 Penalty: 4356.944824
	Iteration 15Q: 3 clusters Score -824396.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -824473.750000 Penalty: 4356.944824
	Iteration 16Q: 3 clusters Score -824473.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -824551.687500 Penalty: 4356.944824
	Iteration 17Q: 3 clusters Score -824551.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -824645.062500 Penalty: 4356.944824
	Iteration 18Q: 3 clusters Score -824645.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -824748.937500 Penalty: 4356.944824
	Iteration 19Q: 3 clusters Score -824748.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -824867.500000 Penalty: 4356.944824
	Iteration 20F: 3 clusters Score -824867.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -824976.812500 Penalty: 4356.944824
	Iteration 21Q: 3 clusters Score -824976.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -825070.750000 Penalty: 4356.944824
	Iteration 22Q: 3 clusters Score -825070.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -825153.562500 Penalty: 4356.944824
	Iteration 23Q: 3 clusters Score -825153.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -825217.375000 Penalty: 4356.944824
	Iteration 24Q: 3 clusters Score -825217.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -825263.062500 Penalty: 4356.944824
	Iteration 25Q: 3 clusters Score -825263.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -825308.812500 Penalty: 4356.944824
	Iteration 26Q: 3 clusters Score -825308.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -825343.500000 Penalty: 4356.944824
	Iteration 27Q: 3 clusters Score -825343.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -825363.062500 Penalty: 4356.944824
	Iteration 28Q: 3 clusters Score -825363.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -825384.062500 Penalty: 4356.944824
	Iteration 29Q: 3 clusters Score -825384.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -825405.562500 Penalty: 4356.944824
	Iteration 30Q: 3 clusters Score -825405.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -825429.750000 Penalty: 4356.944824
	Iteration 31Q: 3 clusters Score -825429.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -825454.312500 Penalty: 4356.944824
	Iteration 32Q: 3 clusters Score -825454.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -825476.875000 Penalty: 4356.944824
	Iteration 33Q: 3 clusters Score -825476.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -825494.187500 Penalty: 4356.944824
	Iteration 34Q: 3 clusters Score -825494.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -825501.875000 Penalty: 4356.944824
	Iteration 35Q: 3 clusters Score -825501.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -825507.500000 Penalty: 4356.944824
	Iteration 36Q: 3 clusters Score -825507.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -825512.937500 Penalty: 4356.944824
	Iteration 37Q: 3 clusters Score -825512.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -825513.437500 Penalty: 4356.944824
	Iteration 38Q: 3 clusters Score -825513.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -825513.750000 Penalty: 4356.944824
	Iteration 39Q: 3 clusters Score -825513.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -825513.750000 Penalty: 4356.944824
	Iteration 40F: 3 clusters Score -825513.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (95011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95011 members 
Entering Unmasked Estep 
Score: -11940160.000000 Penalty: 2842.513428
	Iteration 0F: 2 clusters Score -1.194016e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47403 members 
Mstep: Class 2 contains 47608 members 
Entering Unmasked Estep 
Score: -11876457.000000 Penalty: 5685.026855
	Iteration 0F: 3 clusters Score -1.187646e+07 nChanged 44953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46610 members 
Mstep: Class 2 contains 48401 members 
Entering Unmasked Estep 
Score: -11901703.000000 Penalty: 5685.026855
	Iteration 1F: 3 clusters Score -1.19017e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45996 members 
Mstep: Class 2 contains 49015 members 
Entering Unmasked Estep 
Score: -11902532.000000 Penalty: 5685.026855
	Iteration 2Q: 3 clusters Score -1.190253e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45000 members 
Mstep: Class 2 contains 50011 members 
Entering Unmasked Estep 
Score: -11903481.000000 Penalty: 5685.026855
	Iteration 3Q: 3 clusters Score -1.190348e+07 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43529 members 
Mstep: Class 2 contains 51482 members 
Entering Unmasked Estep 
Score: -11905008.000000 Penalty: 5685.026855
	Iteration 4Q: 3 clusters Score -1.190501e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41454 members 
Mstep: Class 2 contains 53557 members 
Entering Unmasked Estep 
Score: -11907233.000000 Penalty: 5685.026855
	Iteration 5Q: 3 clusters Score -1.190723e+07 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38538 members 
Mstep: Class 2 contains 56473 members 
Entering Unmasked Estep 
Score: -11910924.000000 Penalty: 5685.026855
	Iteration 6F: 3 clusters Score -1.191092e+07 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 59939 members 
Entering Unmasked Estep 
Score: -11915722.000000 Penalty: 5685.026855
	Iteration 7F: 3 clusters Score -1.191572e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 63147 members 
Entering Unmasked Estep 
Score: -11920442.000000 Penalty: 5685.026855
	Iteration 8F: 3 clusters Score -1.192044e+07 nChanged 5459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29299 members 
Mstep: Class 2 contains 65712 members 
Entering Unmasked Estep 
Score: -11924006.000000 Penalty: 5685.026855
	Iteration 9F: 3 clusters Score -1.192401e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 67696 members 
Entering Unmasked Estep 
Score: -11926348.000000 Penalty: 5685.026855
	Iteration 10Q: 3 clusters Score -1.192635e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 69435 members 
Entering Unmasked Estep 
Score: -11927744.000000 Penalty: 5685.026855
	Iteration 11Q: 3 clusters Score -1.192774e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 71071 members 
Entering Unmasked Estep 
Score: -11928843.000000 Penalty: 5685.026855
	Iteration 12Q: 3 clusters Score -1.192884e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 72679 members 
Entering Unmasked Estep 
Score: -11929619.000000 Penalty: 5685.026855
	Iteration 13Q: 3 clusters Score -1.192962e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 74210 members 
Entering Unmasked Estep 
Score: -11930305.000000 Penalty: 5685.026855
	Iteration 14Q: 3 clusters Score -1.19303e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 75691 members 
Entering Unmasked Estep 
Score: -11930974.000000 Penalty: 5685.026855
	Iteration 15Q: 3 clusters Score -1.193097e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 77144 members 
Entering Unmasked Estep 
Score: -11931563.000000 Penalty: 5685.026855
	Iteration 16Q: 3 clusters Score -1.193156e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 78570 members 
Entering Unmasked Estep 
Score: -11932177.000000 Penalty: 5685.026855
	Iteration 17Q: 3 clusters Score -1.193218e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 79852 members 
Entering Unmasked Estep 
Score: -11932646.000000 Penalty: 5685.026855
	Iteration 18Q: 3 clusters Score -1.193265e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 81072 members 
Entering Unmasked Estep 
Score: -11933120.000000 Penalty: 5685.026855
	Iteration 19Q: 3 clusters Score -1.193312e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 82239 members 
Entering Unmasked Estep 
Score: -11933584.000000 Penalty: 5685.026855
	Iteration 20F: 3 clusters Score -1.193358e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 83346 members 
Entering Unmasked Estep 
Score: -11934064.000000 Penalty: 5685.026855
	Iteration 21Q: 3 clusters Score -1.193406e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 84361 members 
Entering Unmasked Estep 
Score: -11934513.000000 Penalty: 5685.026855
	Iteration 22Q: 3 clusters Score -1.193451e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 85326 members 
Entering Unmasked Estep 
Score: -11934951.000000 Penalty: 5685.026855
	Iteration 23Q: 3 clusters Score -1.193495e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 86220 members 
Entering Unmasked Estep 
Score: -11935313.000000 Penalty: 5685.026855
	Iteration 24Q: 3 clusters Score -1.193531e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 87023 members 
Entering Unmasked Estep 
Score: -11935687.000000 Penalty: 5685.026855
	Iteration 25Q: 3 clusters Score -1.193569e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 87745 members 
Entering Unmasked Estep 
Score: -11935948.000000 Penalty: 5685.026855
	Iteration 26Q: 3 clusters Score -1.193595e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 88373 members 
Entering Unmasked Estep 
Score: -11936167.000000 Penalty: 5685.026855
	Iteration 27Q: 3 clusters Score -1.193617e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 88940 members 
Entering Unmasked Estep 
Score: -11936380.000000 Penalty: 5685.026855
	Iteration 28Q: 3 clusters Score -1.193638e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 89438 members 
Entering Unmasked Estep 
Score: -11936547.000000 Penalty: 5685.026855
	Iteration 29Q: 3 clusters Score -1.193655e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 89855 members 
Entering Unmasked Estep 
Score: -11936704.000000 Penalty: 5685.026855
	Iteration 30Q: 3 clusters Score -1.19367e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 90201 members 
Entering Unmasked Estep 
Score: -11936817.000000 Penalty: 5685.026855
	Iteration 31Q: 3 clusters Score -1.193682e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 90507 members 
Entering Unmasked Estep 
Score: -11936899.000000 Penalty: 5685.026855
	Iteration 32Q: 3 clusters Score -1.19369e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 90776 members 
Entering Unmasked Estep 
Score: -11937008.000000 Penalty: 5685.026855
	Iteration 33Q: 3 clusters Score -1.193701e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 91004 members 
Entering Unmasked Estep 
Score: -11937086.000000 Penalty: 5685.026855
	Iteration 34Q: 3 clusters Score -1.193709e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 91190 members 
Entering Unmasked Estep 
Score: -11937150.000000 Penalty: 5685.026855
	Iteration 35Q: 3 clusters Score -1.193715e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 91348 members 
Entering Unmasked Estep 
Score: -11937157.000000 Penalty: 5685.026855
	Iteration 36Q: 3 clusters Score -1.193716e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 91496 members 
Entering Unmasked Estep 
Score: -11937203.000000 Penalty: 5685.026855
	Iteration 37Q: 3 clusters Score -1.19372e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 91616 members 
Entering Unmasked Estep 
Score: -11937226.000000 Penalty: 5685.026855
	Iteration 38Q: 3 clusters Score -1.193723e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 91737 members 
Entering Unmasked Estep 
Score: -11937227.000000 Penalty: 5685.026855
	Iteration 39Q: 3 clusters Score -1.193723e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 91852 members 
Entering Unmasked Estep 
Score: -11937262.000000 Penalty: 5685.026855
	Iteration 40F: 3 clusters Score -1.193726e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 91947 members 
Entering Unmasked Estep 
Score: -11937291.000000 Penalty: 5685.026855
	Iteration 41Q: 3 clusters Score -1.193729e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 92038 members 
Entering Unmasked Estep 
Score: -11937321.000000 Penalty: 5685.026855
	Iteration 42Q: 3 clusters Score -1.193732e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 92128 members 
Entering Unmasked Estep 
Score: -11937328.000000 Penalty: 5685.026855
	Iteration 43Q: 3 clusters Score -1.193733e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 92219 members 
Entering Unmasked Estep 
Score: -11937342.000000 Penalty: 5685.026855
	Iteration 44Q: 3 clusters Score -1.193734e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 92300 members 
Entering Unmasked Estep 
Score: -11937356.000000 Penalty: 5685.026855
	Iteration 45Q: 3 clusters Score -1.193736e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 92397 members 
Entering Unmasked Estep 
Score: -11937348.000000 Penalty: 5685.026855
	Iteration 46Q: 3 clusters Score -1.193735e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 92478 members 
Entering Unmasked Estep 
Score: -11937380.000000 Penalty: 5685.026855
	Iteration 47Q: 3 clusters Score -1.193738e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 92554 members 
Entering Unmasked Estep 
Score: -11937395.000000 Penalty: 5685.026855
	Iteration 48Q: 3 clusters Score -1.19374e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 92628 members 
Entering Unmasked Estep 
Score: -11937428.000000 Penalty: 5685.026855
	Iteration 49Q: 3 clusters Score -1.193743e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 92709 members 
Entering Unmasked Estep 
Score: -11937444.000000 Penalty: 5685.026855
	Iteration 50Q: 3 clusters Score -1.193744e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 92777 members 
Entering Unmasked Estep 
Score: -11937465.000000 Penalty: 5685.026855
	Iteration 51Q: 3 clusters Score -1.193746e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 92840 members 
Entering Unmasked Estep 
Score: -11937486.000000 Penalty: 5685.026855
	Iteration 52Q: 3 clusters Score -1.193749e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 92894 members 
Entering Unmasked Estep 
Score: -11937500.000000 Penalty: 5685.026855
	Iteration 53Q: 3 clusters Score -1.19375e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 92945 members 
Entering Unmasked Estep 
Score: -11937530.000000 Penalty: 5685.026855
	Iteration 54Q: 3 clusters Score -1.193753e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 93001 members 
Entering Unmasked Estep 
Score: -11937557.000000 Penalty: 5685.026855
	Iteration 55Q: 3 clusters Score -1.193756e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 93042 members 
Entering Unmasked Estep 
Score: -11937569.000000 Penalty: 5685.026855
	Iteration 56Q: 3 clusters Score -1.193757e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 93086 members 
Entering Unmasked Estep 
Score: -11937591.000000 Penalty: 5685.026855
	Iteration 57Q: 3 clusters Score -1.193759e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 93123 members 
Entering Unmasked Estep 
Score: -11937615.000000 Penalty: 5685.026855
	Iteration 58Q: 3 clusters Score -1.193762e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 93156 members 
Entering Unmasked Estep 
Score: -11937629.000000 Penalty: 5685.026855
	Iteration 59Q: 3 clusters Score -1.193763e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 93192 members 
Entering Unmasked Estep 
Score: -11937646.000000 Penalty: 5685.026855
	Iteration 60F: 3 clusters Score -1.193765e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 93229 members 
Entering Unmasked Estep 
Score: -11937632.000000 Penalty: 5685.026855
	Iteration 61Q: 3 clusters Score -1.193763e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 93256 members 
Entering Unmasked Estep 
Score: -11937652.000000 Penalty: 5685.026855
	Iteration 62Q: 3 clusters Score -1.193765e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 93280 members 
Entering Unmasked Estep 
Score: -11937659.000000 Penalty: 5685.026855
	Iteration 63Q: 3 clusters Score -1.193766e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 93301 members 
Entering Unmasked Estep 
Score: -11937674.000000 Penalty: 5685.026855
	Iteration 64Q: 3 clusters Score -1.193767e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 93317 members 
Entering Unmasked Estep 
Score: -11937679.000000 Penalty: 5685.026855
	Iteration 65Q: 3 clusters Score -1.193768e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 93331 members 
Entering Unmasked Estep 
Score: -11937680.000000 Penalty: 5685.026855
	Iteration 66Q: 3 clusters Score -1.193768e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 93340 members 
Entering Unmasked Estep 
Score: -11937676.000000 Penalty: 5685.026855
	Iteration 67Q: 3 clusters Score -1.193768e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 93349 members 
Entering Unmasked Estep 
Score: -11937672.000000 Penalty: 5685.026855
	Iteration 68Q: 3 clusters Score -1.193767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 93353 members 
Entering Unmasked Estep 
Score: -11937670.000000 Penalty: 5685.026855
	Iteration 69Q: 3 clusters Score -1.193767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 93357 members 
Entering Unmasked Estep 
Score: -11937665.000000 Penalty: 5685.026855
	Iteration 70Q: 3 clusters Score -1.193766e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 93361 members 
Entering Unmasked Estep 
Score: -11937666.000000 Penalty: 5685.026855
	Iteration 71Q: 3 clusters Score -1.193767e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 93364 members 
Entering Unmasked Estep 
Score: -11937668.000000 Penalty: 5685.026855
	Iteration 72Q: 3 clusters Score -1.193767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 93368 members 
Entering Unmasked Estep 
Score: -11937669.000000 Penalty: 5685.026855
	Iteration 73Q: 3 clusters Score -1.193767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 93370 members 
Entering Unmasked Estep 
Score: -11937660.000000 Penalty: 5685.026855
	Iteration 74Q: 3 clusters Score -1.193766e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 93373 members 
Entering Unmasked Estep 
Score: -11937660.000000 Penalty: 5685.026855
	Iteration 75Q: 3 clusters Score -1.193766e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 93377 members 
Entering Unmasked Estep 
Score: -11937654.000000 Penalty: 5685.026855
	Iteration 76Q: 3 clusters Score -1.193765e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 93385 members 
Entering Unmasked Estep 
Score: -11937647.000000 Penalty: 5685.026855
	Iteration 77Q: 3 clusters Score -1.193765e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 93390 members 
Entering Unmasked Estep 
Score: -11937657.000000 Penalty: 5685.026855
	Iteration 78Q: 3 clusters Score -1.193766e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 93400 members 
Entering Unmasked Estep 
Score: -11937660.000000 Penalty: 5685.026855
	Iteration 79Q: 3 clusters Score -1.193766e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 93409 members 
Entering Unmasked Estep 
Score: -11937651.000000 Penalty: 5685.026855
	Iteration 80F: 3 clusters Score -1.193765e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 93417 members 
Entering Unmasked Estep 
Score: -11937667.000000 Penalty: 5685.026855
	Iteration 81Q: 3 clusters Score -1.193767e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 93425 members 
Entering Unmasked Estep 
Score: -11937666.000000 Penalty: 5685.026855
	Iteration 82Q: 3 clusters Score -1.193767e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 93430 members 
Entering Unmasked Estep 
Score: -11937647.000000 Penalty: 5685.026855
	Iteration 83Q: 3 clusters Score -1.193765e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 93434 members 
Entering Unmasked Estep 
Score: -11937653.000000 Penalty: 5685.026855
	Iteration 84Q: 3 clusters Score -1.193765e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 93445 members 
Entering Unmasked Estep 
Score: -11937650.000000 Penalty: 5685.026855
	Iteration 85Q: 3 clusters Score -1.193765e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 93450 members 
Entering Unmasked Estep 
Score: -11937657.000000 Penalty: 5685.026855
	Iteration 86Q: 3 clusters Score -1.193766e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 93457 members 
Entering Unmasked Estep 
Score: -11937655.000000 Penalty: 5685.026855
	Iteration 87Q: 3 clusters Score -1.193766e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 93459 members 
Entering Unmasked Estep 
Score: -11937656.000000 Penalty: 5685.026855
	Iteration 88Q: 3 clusters Score -1.193766e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 93464 members 
Entering Unmasked Estep 
Score: -11937666.000000 Penalty: 5685.026855
	Iteration 89Q: 3 clusters Score -1.193767e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 93470 members 
Entering Unmasked Estep 
Score: -11937666.000000 Penalty: 5685.026855
	Iteration 90Q: 3 clusters Score -1.193767e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 93475 members 
Entering Unmasked Estep 
Score: -11937660.000000 Penalty: 5685.026855
	Iteration 91Q: 3 clusters Score -1.193766e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 93482 members 
Entering Unmasked Estep 
Score: -11937652.000000 Penalty: 5685.026855
	Iteration 92Q: 3 clusters Score -1.193765e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 93492 members 
Entering Unmasked Estep 
Score: -11937666.000000 Penalty: 5685.026855
	Iteration 93Q: 3 clusters Score -1.193767e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 93504 members 
Entering Unmasked Estep 
Score: -11937673.000000 Penalty: 5685.026855
	Iteration 94Q: 3 clusters Score -1.193767e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 93508 members 
Entering Unmasked Estep 
Score: -11937682.000000 Penalty: 5685.026855
	Iteration 95Q: 3 clusters Score -1.193768e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 93514 members 
Entering Unmasked Estep 
Score: -11937678.000000 Penalty: 5685.026855
	Iteration 96Q: 3 clusters Score -1.193768e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 93518 members 
Entering Unmasked Estep 
Score: -11937676.000000 Penalty: 5685.026855
	Iteration 97Q: 3 clusters Score -1.193768e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 93523 members 
Entering Unmasked Estep 
Score: -11937667.000000 Penalty: 5685.026855
	Iteration 98Q: 3 clusters Score -1.193767e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 93528 members 
Entering Unmasked Estep 
Score: -11937676.000000 Penalty: 5685.026855
	Iteration 99Q: 3 clusters Score -1.193768e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 93537 members 
Entering Unmasked Estep 
Score: -11937678.000000 Penalty: 5685.026855
	Iteration 100F: 3 clusters Score -1.193768e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 93541 members 
Entering Unmasked Estep 
Score: -11937673.000000 Penalty: 5685.026855
	Iteration 101Q: 3 clusters Score -1.193767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 93545 members 
Entering Unmasked Estep 
Score: -11937676.000000 Penalty: 5685.026855
	Iteration 102Q: 3 clusters Score -1.193768e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 93553 members 
Entering Unmasked Estep 
Score: -11937684.000000 Penalty: 5685.026855
	Iteration 103Q: 3 clusters Score -1.193768e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 93559 members 
Entering Unmasked Estep 
Score: -11937678.000000 Penalty: 5685.026855
	Iteration 104Q: 3 clusters Score -1.193768e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 93566 members 
Entering Unmasked Estep 
Score: -11937686.000000 Penalty: 5685.026855
	Iteration 105Q: 3 clusters Score -1.193769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 93570 members 
Entering Unmasked Estep 
Score: -11937678.000000 Penalty: 5685.026855
	Iteration 106Q: 3 clusters Score -1.193768e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 93571 members 
Entering Unmasked Estep 
Score: -11937674.000000 Penalty: 5685.026855
	Iteration 107Q: 3 clusters Score -1.193767e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 93578 members 
Entering Unmasked Estep 
Score: -11937685.000000 Penalty: 5685.026855
	Iteration 108Q: 3 clusters Score -1.193768e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 93583 members 
Entering Unmasked Estep 
Score: -11937696.000000 Penalty: 5685.026855
	Iteration 109Q: 3 clusters Score -1.19377e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 93589 members 
Entering Unmasked Estep 
Score: -11937698.000000 Penalty: 5685.026855
	Iteration 110Q: 3 clusters Score -1.19377e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 93598 members 
Entering Unmasked Estep 
Score: -11937694.000000 Penalty: 5685.026855
	Iteration 111Q: 3 clusters Score -1.193769e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 93606 members 
Entering Unmasked Estep 
Score: -11937685.000000 Penalty: 5685.026855
	Iteration 112Q: 3 clusters Score -1.193768e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 93613 members 
Entering Unmasked Estep 
Score: -11937700.000000 Penalty: 5685.026855
	Iteration 113Q: 3 clusters Score -1.19377e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 93617 members 
Entering Unmasked Estep 
Score: -11937703.000000 Penalty: 5685.026855
	Iteration 114Q: 3 clusters Score -1.19377e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 93622 members 
Entering Unmasked Estep 
Score: -11937707.000000 Penalty: 5685.026855
	Iteration 115Q: 3 clusters Score -1.193771e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 93623 members 
Entering Unmasked Estep 
Score: -11937708.000000 Penalty: 5685.026855
	Iteration 116Q: 3 clusters Score -1.193771e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 93623 members 
Entering Unmasked Estep 
Score: -11937713.000000 Penalty: 5685.026855
	Iteration 117Q: 3 clusters Score -1.193771e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 93624 members 
Entering Unmasked Estep 
Score: -11937715.000000 Penalty: 5685.026855
	Iteration 118Q: 3 clusters Score -1.193772e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 93625 members 
Entering Unmasked Estep 
Score: -11937717.000000 Penalty: 5685.026855
	Iteration 119Q: 3 clusters Score -1.193772e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 93625 members 
Entering Unmasked Estep 
Score: -11937717.000000 Penalty: 5685.026855
	Iteration 120F: 3 clusters Score -1.193772e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Entering Unmasked Estep 
Score: -1836590.250000 Penalty: 2378.644287
	Iteration 0F: 2 clusters Score -1836590 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 7306 members 
Entering Unmasked Estep 
Score: -1825931.500000 Penalty: 4757.288574
	Iteration 0F: 3 clusters Score -1825932 nChanged 6283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1829339.625000 Penalty: 4757.288574
	Iteration 1F: 3 clusters Score -1829340 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1829678.750000 Penalty: 4757.288574
	Iteration 2F: 3 clusters Score -1829679 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1829916.375000 Penalty: 4757.288574
	Iteration 3Q: 3 clusters Score -1829916 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1830088.375000 Penalty: 4757.288574
	Iteration 4Q: 3 clusters Score -1830088 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1830269.750000 Penalty: 4757.288574
	Iteration 5Q: 3 clusters Score -1830270 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1830452.250000 Penalty: 4757.288574
	Iteration 6Q: 3 clusters Score -1830452 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1830656.250000 Penalty: 4757.288574
	Iteration 7Q: 3 clusters Score -1830656 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1830888.875000 Penalty: 4757.288574
	Iteration 8Q: 3 clusters Score -1830889 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1831223.625000 Penalty: 4757.288574
	Iteration 9Q: 3 clusters Score -1831224 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1831692.250000 Penalty: 4757.288574
	Iteration 10Q: 3 clusters Score -1831692 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1832294.000000 Penalty: 4757.288574
	Iteration 11F: 3 clusters Score -1832294 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1832911.250000 Penalty: 4757.288574
	Iteration 12F: 3 clusters Score -1832911 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1833446.875000 Penalty: 4757.288574
	Iteration 13Q: 3 clusters Score -1833447 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1833912.375000 Penalty: 4757.288574
	Iteration 14Q: 3 clusters Score -1833912 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1834244.750000 Penalty: 4757.288574
	Iteration 15Q: 3 clusters Score -1834245 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1834452.500000 Penalty: 4757.288574
	Iteration 16Q: 3 clusters Score -1834452 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1834583.125000 Penalty: 4757.288574
	Iteration 17Q: 3 clusters Score -1834583 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1834664.750000 Penalty: 4757.288574
	Iteration 18Q: 3 clusters Score -1834665 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1834717.750000 Penalty: 4757.288574
	Iteration 19Q: 3 clusters Score -1834718 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1834762.625000 Penalty: 4757.288574
	Iteration 20F: 3 clusters Score -1834763 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1834786.375000 Penalty: 4757.288574
	Iteration 21Q: 3 clusters Score -1834786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1834793.500000 Penalty: 4757.288574
	Iteration 22Q: 3 clusters Score -1834794 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1834798.250000 Penalty: 4757.288574
	Iteration 23Q: 3 clusters Score -1834798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1834802.250000 Penalty: 4757.288574
	Iteration 24Q: 3 clusters Score -1834802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1834805.625000 Penalty: 4757.288574
	Iteration 25Q: 3 clusters Score -1834806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1834808.875000 Penalty: 4757.288574
	Iteration 26Q: 3 clusters Score -1834809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1834805.750000 Penalty: 4757.288574
	Iteration 27Q: 3 clusters Score -1834806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1834808.250000 Penalty: 4757.288574
	Iteration 28Q: 3 clusters Score -1834808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1834813.875000 Penalty: 4757.288574
	Iteration 29Q: 3 clusters Score -1834814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1834810.500000 Penalty: 4757.288574
	Iteration 30Q: 3 clusters Score -1834810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1834814.625000 Penalty: 4757.288574
	Iteration 31Q: 3 clusters Score -1834815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1834814.625000 Penalty: 4757.288574
	Iteration 32F: 3 clusters Score -1834815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Entering Unmasked Estep 
Score: -494211.687500 Penalty: 2071.258057
	Iteration 0F: 2 clusters Score -494211.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -490241.906250 Penalty: 4142.516113
	Iteration 0F: 3 clusters Score -490241.9 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -491362.343750 Penalty: 4142.516113
	Iteration 1F: 3 clusters Score -491362.3 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -491760.156250 Penalty: 4142.516113
	Iteration 2F: 3 clusters Score -491760.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -492086.343750 Penalty: 4142.516113
	Iteration 3F: 3 clusters Score -492086.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -492336.906250 Penalty: 4142.516113
	Iteration 4F: 3 clusters Score -492336.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -492540.468750 Penalty: 4142.516113
	Iteration 5Q: 3 clusters Score -492540.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -492703.500000 Penalty: 4142.516113
	Iteration 6Q: 3 clusters Score -492703.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -492816.218750 Penalty: 4142.516113
	Iteration 7Q: 3 clusters Score -492816.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -492906.187500 Penalty: 4142.516113
	Iteration 8Q: 3 clusters Score -492906.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -492959.218750 Penalty: 4142.516113
	Iteration 9Q: 3 clusters Score -492959.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -492984.343750 Penalty: 4142.516113
	Iteration 10Q: 3 clusters Score -492984.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -492999.031250 Penalty: 4142.516113
	Iteration 11Q: 3 clusters Score -492999 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -493010.437500 Penalty: 4142.516113
	Iteration 12Q: 3 clusters Score -493010.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -493014.625000 Penalty: 4142.516113
	Iteration 13Q: 3 clusters Score -493014.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -493016.343750 Penalty: 4142.516113
	Iteration 14Q: 3 clusters Score -493016.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -493018.687500 Penalty: 4142.516113
	Iteration 15Q: 3 clusters Score -493018.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -493023.468750 Penalty: 4142.516113
	Iteration 16Q: 3 clusters Score -493023.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -493028.218750 Penalty: 4142.516113
	Iteration 17Q: 3 clusters Score -493028.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -493031.437500 Penalty: 4142.516113
	Iteration 18Q: 3 clusters Score -493031.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -493032.562500 Penalty: 4142.516113
	Iteration 19Q: 3 clusters Score -493032.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -493035.062500 Penalty: 4142.516113
	Iteration 20F: 3 clusters Score -493035.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -493035.468750 Penalty: 4142.516113
	Iteration 21Q: 3 clusters Score -493035.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -493036.312500 Penalty: 4142.516113
	Iteration 22Q: 3 clusters Score -493036.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -493037.375000 Penalty: 4142.516113
	Iteration 23Q: 3 clusters Score -493037.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -493037.812500 Penalty: 4142.516113
	Iteration 24Q: 3 clusters Score -493037.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -493038.031250 Penalty: 4142.516113
	Iteration 25Q: 3 clusters Score -493038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -493038.031250 Penalty: 4142.516113
	Iteration 26F: 3 clusters Score -493038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (264473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264473 members 
Entering Unmasked Estep 
Score: -32811316.000000 Penalty: 3096.402588
	Iteration 0F: 2 clusters Score -3.281132e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132094 members 
Mstep: Class 2 contains 132379 members 
Entering Unmasked Estep 
Score: -32644620.000000 Penalty: 6192.805176
	Iteration 0F: 3 clusters Score -3.264462e+07 nChanged 127609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129119 members 
Mstep: Class 2 contains 135354 members 
Entering Unmasked Estep 
Score: -32719490.000000 Penalty: 6192.805176
	Iteration 1F: 3 clusters Score -3.271949e+07 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127182 members 
Mstep: Class 2 contains 137291 members 
Entering Unmasked Estep 
Score: -32720490.000000 Penalty: 6192.805176
	Iteration 2Q: 3 clusters Score -3.272049e+07 nChanged 6387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124227 members 
Mstep: Class 2 contains 140246 members 
Entering Unmasked Estep 
Score: -32721796.000000 Penalty: 6192.805176
	Iteration 3Q: 3 clusters Score -3.27218e+07 nChanged 7423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119560 members 
Mstep: Class 2 contains 144913 members 
Entering Unmasked Estep 
Score: -32723682.000000 Penalty: 6192.805176
	Iteration 4Q: 3 clusters Score -3.272368e+07 nChanged 9087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112481 members 
Mstep: Class 2 contains 151992 members 
Entering Unmasked Estep 
Score: -32726422.000000 Penalty: 6192.805176
	Iteration 5Q: 3 clusters Score -3.272642e+07 nChanged 12039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101820 members 
Mstep: Class 2 contains 162653 members 
Entering Unmasked Estep 
Score: -32732138.000000 Penalty: 6192.805176
	Iteration 6Q: 3 clusters Score -3.273214e+07 nChanged 16005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86547 members 
Mstep: Class 2 contains 177926 members 
Entering Unmasked Estep 
Score: -32741384.000000 Penalty: 6192.805176
	Iteration 7F: 3 clusters Score -3.274138e+07 nChanged 20321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66542 members 
Mstep: Class 2 contains 197931 members 
Entering Unmasked Estep 
Score: -32755582.000000 Penalty: 6192.805176
	Iteration 8F: 3 clusters Score -3.275558e+07 nChanged 22392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44260 members 
Mstep: Class 2 contains 220213 members 
Entering Unmasked Estep 
Score: -32773006.000000 Penalty: 6192.805176
	Iteration 9F: 3 clusters Score -3.277301e+07 nChanged 19980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 240175 members 
Entering Unmasked Estep 
Score: -32788790.000000 Penalty: 6192.805176
	Iteration 10F: 3 clusters Score -3.278879e+07 nChanged 13509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 253684 members 
Entering Unmasked Estep 
Score: -32799836.000000 Penalty: 6192.805176
	Iteration 11F: 3 clusters Score -3.279984e+07 nChanged 6823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 260507 members 
Entering Unmasked Estep 
Score: -32805246.000000 Penalty: 6192.805176
	Iteration 12Q: 3 clusters Score -3.280525e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 263046 members 
Entering Unmasked Estep 
Score: -32807248.000000 Penalty: 6192.805176
	Iteration 13Q: 3 clusters Score -3.280725e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 263840 members 
Entering Unmasked Estep 
Score: -32807920.000000 Penalty: 6192.805176
	Iteration 14Q: 3 clusters Score -3.280792e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 264072 members 
Entering Unmasked Estep 
Score: -32808258.000000 Penalty: 6192.805176
	Iteration 15Q: 3 clusters Score -3.280826e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 264156 members 
Entering Unmasked Estep 
Score: -32808338.000000 Penalty: 6192.805176
	Iteration 16Q: 3 clusters Score -3.280834e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 264177 members 
Entering Unmasked Estep 
Score: -32808380.000000 Penalty: 6192.805176
	Iteration 17Q: 3 clusters Score -3.280838e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 264185 members 
Entering Unmasked Estep 
Score: -32808398.000000 Penalty: 6192.805176
	Iteration 18Q: 3 clusters Score -3.28084e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 264190 members 
Entering Unmasked Estep 
Score: -32808426.000000 Penalty: 6192.805176
	Iteration 19Q: 3 clusters Score -3.280843e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 264196 members 
Entering Unmasked Estep 
Score: -32808430.000000 Penalty: 6192.805176
	Iteration 20F: 3 clusters Score -3.280843e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 264202 members 
Entering Unmasked Estep 
Score: -32808448.000000 Penalty: 6192.805176
	Iteration 21Q: 3 clusters Score -3.280845e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 264201 members 
Entering Unmasked Estep 
Score: -32808442.000000 Penalty: 6192.805176
	Iteration 22Q: 3 clusters Score -3.280844e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 264209 members 
Entering Unmasked Estep 
Score: -32808430.000000 Penalty: 6192.805176
	Iteration 23Q: 3 clusters Score -3.280843e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 264213 members 
Entering Unmasked Estep 
Score: -32808464.000000 Penalty: 6192.805176
	Iteration 24Q: 3 clusters Score -3.280846e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 264219 members 
Entering Unmasked Estep 
Score: -32808486.000000 Penalty: 6192.805176
	Iteration 25Q: 3 clusters Score -3.280849e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 264221 members 
Entering Unmasked Estep 
Score: -32808474.000000 Penalty: 6192.805176
	Iteration 26Q: 3 clusters Score -3.280847e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 264221 members 
Entering Unmasked Estep 
Score: -32808474.000000 Penalty: 6192.805176
	Iteration 27F: 3 clusters Score -3.280847e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -250565.750000 Penalty: 1916.974365
	Iteration 0F: 2 clusters Score -250565.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -247917.781250 Penalty: 3833.948730
	Iteration 0F: 3 clusters Score -247917.8 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -248622.296875 Penalty: 3833.948730
	Iteration 1F: 3 clusters Score -248622.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -249064.515625 Penalty: 3833.948730
	Iteration 2F: 3 clusters Score -249064.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -249567.250000 Penalty: 3833.948730
	Iteration 3F: 3 clusters Score -249567.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -250044.828125 Penalty: 3833.948730
	Iteration 4F: 3 clusters Score -250044.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -250369.656250 Penalty: 3833.948730
	Iteration 5F: 3 clusters Score -250369.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -250534.906250 Penalty: 3833.948730
	Iteration 6Q: 3 clusters Score -250534.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -250588.453125 Penalty: 3833.948730
	Iteration 7Q: 3 clusters Score -250588.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -250623.265625 Penalty: 3833.948730
	Iteration 8Q: 3 clusters Score -250623.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -250649.687500 Penalty: 3833.948730
	Iteration 9Q: 3 clusters Score -250649.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -250661.015625 Penalty: 3833.948730
	Iteration 10Q: 3 clusters Score -250661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -250666.234375 Penalty: 3833.948730
	Iteration 11Q: 3 clusters Score -250666.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -250666.921875 Penalty: 3833.948730
	Iteration 12Q: 3 clusters Score -250666.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -250666.921875 Penalty: 3833.948730
	Iteration 13F: 3 clusters Score -250666.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 13072 members 
Mstep: Class 3 contains 52389 members 
Mstep: Class 4 contains 35516 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2789 members 
Mstep: Class 7 contains 31080 members 
Mstep: Class 8 contains 27613 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95011 members 
Mstep: Class 11 contains 14637 members 
Mstep: Class 12 contains 4238 members 
Mstep: Class 13 contains 264473 members 
Mstep: Class 14 contains 2004 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1568 members 
Mstep: Class 17 contains 37220 members 
Mstep: Class 18 contains 271 members 
Mstep: Class 19 contains 54871 members 
Mstep: Class 20 contains 177999 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5665 members 
Entering Unmasked Estep 
Score: -104777904.000000 Penalty: 74538.125000
Splitting cluster 14 changes total score from -104779240.000000 to -104777904.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (1340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Entering Unmasked Estep 
Score: -153595.234375 Penalty: 1785.705322
	Iteration 0F: 2 clusters Score -153595.2 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 650 members 
Entering Unmasked Estep 
Score: -151460.531250 Penalty: 3571.410645
	Iteration 0F: 3 clusters Score -151460.5 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -152072.125000 Penalty: 3571.410645
	Iteration 1F: 3 clusters Score -152072.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -152269.109375 Penalty: 3571.410645
	Iteration 2F: 3 clusters Score -152269.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -152359.828125 Penalty: 3571.410645
	Iteration 3Q: 3 clusters Score -152359.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -152444.390625 Penalty: 3571.410645
	Iteration 4Q: 3 clusters Score -152444.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -152557.171875 Penalty: 3571.410645
	Iteration 5Q: 3 clusters Score -152557.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -152717.750000 Penalty: 3571.410645
	Iteration 6Q: 3 clusters Score -152717.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -152924.562500 Penalty: 3571.410645
	Iteration 7Q: 3 clusters Score -152924.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -153309.296875 Penalty: 3571.410645
	Iteration 8F: 3 clusters Score -153309.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -153632.562500 Penalty: 3571.410645
	Iteration 9F: 3 clusters Score -153632.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -153819.609375 Penalty: 3571.410645
	Iteration 10Q: 3 clusters Score -153819.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -153921.968750 Penalty: 3571.410645
	Iteration 11Q: 3 clusters Score -153922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -153975.796875 Penalty: 3571.410645
	Iteration 12Q: 3 clusters Score -153975.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -153998.625000 Penalty: 3571.410645
	Iteration 13Q: 3 clusters Score -153998.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -154016.140625 Penalty: 3571.410645
	Iteration 14Q: 3 clusters Score -154016.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -154032.218750 Penalty: 3571.410645
	Iteration 15Q: 3 clusters Score -154032.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -154047.250000 Penalty: 3571.410645
	Iteration 16Q: 3 clusters Score -154047.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -154059.703125 Penalty: 3571.410645
	Iteration 17Q: 3 clusters Score -154059.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -154074.156250 Penalty: 3571.410645
	Iteration 18Q: 3 clusters Score -154074.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -154078.500000 Penalty: 3571.410645
	Iteration 19Q: 3 clusters Score -154078.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -154086.765625 Penalty: 3571.410645
	Iteration 20F: 3 clusters Score -154086.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -154104.890625 Penalty: 3571.410645
	Iteration 21Q: 3 clusters Score -154104.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -154166.093750 Penalty: 3571.410645
	Iteration 22Q: 3 clusters Score -154166.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -154175.265625 Penalty: 3571.410645
	Iteration 23Q: 3 clusters Score -154175.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -154179.203125 Penalty: 3571.410645
	Iteration 24Q: 3 clusters Score -154179.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -154181.656250 Penalty: 3571.410645
	Iteration 25Q: 3 clusters Score -154181.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -154183.140625 Penalty: 3571.410645
	Iteration 26Q: 3 clusters Score -154183.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -154187.562500 Penalty: 3571.410645
	Iteration 27Q: 3 clusters Score -154187.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -154187.562500 Penalty: 3571.410645
	Iteration 28F: 3 clusters Score -154187.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 13072 members 
Mstep: Class 3 contains 52389 members 
Mstep: Class 4 contains 35516 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2789 members 
Mstep: Class 7 contains 31080 members 
Mstep: Class 8 contains 27613 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95011 members 
Mstep: Class 11 contains 14637 members 
Mstep: Class 12 contains 4238 members 
Mstep: Class 13 contains 264473 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 864 members 
Mstep: Class 16 contains 1568 members 
Mstep: Class 17 contains 37220 members 
Mstep: Class 18 contains 476 members 
Mstep: Class 19 contains 54871 members 
Mstep: Class 20 contains 177999 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5665 members 
Entering Unmasked Estep 
Score: -104778256.000000 Penalty: 74538.125000
Splitting cluster 15 changes total score from -104779240.000000 to -104778256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (1568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Entering Unmasked Estep 
Score: -187358.718750 Penalty: 1824.673950
	Iteration 0F: 2 clusters Score -187358.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -185019.453125 Penalty: 3649.347900
	Iteration 0F: 3 clusters Score -185019.5 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -185405.703125 Penalty: 3649.347900
	Iteration 1F: 3 clusters Score -185405.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -185534.156250 Penalty: 3649.347900
	Iteration 2F: 3 clusters Score -185534.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -185607.953125 Penalty: 3649.347900
	Iteration 3Q: 3 clusters Score -185608 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -185657.312500 Penalty: 3649.347900
	Iteration 4Q: 3 clusters Score -185657.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -185689.890625 Penalty: 3649.347900
	Iteration 5Q: 3 clusters Score -185689.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -185704.968750 Penalty: 3649.347900
	Iteration 6Q: 3 clusters Score -185705 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -185716.718750 Penalty: 3649.347900
	Iteration 7Q: 3 clusters Score -185716.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -185727.015625 Penalty: 3649.347900
	Iteration 8Q: 3 clusters Score -185727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -185731.078125 Penalty: 3649.347900
	Iteration 9Q: 3 clusters Score -185731.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -185733.140625 Penalty: 3649.347900
	Iteration 10Q: 3 clusters Score -185733.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -185737.875000 Penalty: 3649.347900
	Iteration 11Q: 3 clusters Score -185737.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -185743.140625 Penalty: 3649.347900
	Iteration 12Q: 3 clusters Score -185743.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -185747.234375 Penalty: 3649.347900
	Iteration 13Q: 3 clusters Score -185747.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -185751.687500 Penalty: 3649.347900
	Iteration 14Q: 3 clusters Score -185751.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -185753.406250 Penalty: 3649.347900
	Iteration 15Q: 3 clusters Score -185753.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -185754.921875 Penalty: 3649.347900
	Iteration 16Q: 3 clusters Score -185754.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -185757.140625 Penalty: 3649.347900
	Iteration 17Q: 3 clusters Score -185757.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -185758.531250 Penalty: 3649.347900
	Iteration 18Q: 3 clusters Score -185758.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -185760.656250 Penalty: 3649.347900
	Iteration 19Q: 3 clusters Score -185760.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -185764.484375 Penalty: 3649.347900
	Iteration 20F: 3 clusters Score -185764.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -185769.859375 Penalty: 3649.347900
	Iteration 21Q: 3 clusters Score -185769.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -185777.359375 Penalty: 3649.347900
	Iteration 22Q: 3 clusters Score -185777.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -185784.828125 Penalty: 3649.347900
	Iteration 23Q: 3 clusters Score -185784.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -185791.781250 Penalty: 3649.347900
	Iteration 24Q: 3 clusters Score -185791.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -185798.359375 Penalty: 3649.347900
	Iteration 25Q: 3 clusters Score -185798.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -185802.015625 Penalty: 3649.347900
	Iteration 26Q: 3 clusters Score -185802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -185802.015625 Penalty: 3649.347900
	Iteration 27F: 3 clusters Score -185802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (37220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37220 members 
Entering Unmasked Estep 
Score: -4701119.000000 Penalty: 2610.101318
	Iteration 0F: 2 clusters Score -4701119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -4675868.500000 Penalty: 5220.202637
	Iteration 0F: 3 clusters Score -4675868 nChanged 16974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -4685244.500000 Penalty: 5220.202637
	Iteration 1F: 3 clusters Score -4685244 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -4686016.000000 Penalty: 5220.202637
	Iteration 2F: 3 clusters Score -4686016 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -4687027.000000 Penalty: 5220.202637
	Iteration 3F: 3 clusters Score -4687027 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -4688393.500000 Penalty: 5220.202637
	Iteration 4F: 3 clusters Score -4688394 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 26670 members 
Entering Unmasked Estep 
Score: -4690405.500000 Penalty: 5220.202637
	Iteration 5F: 3 clusters Score -4690406 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 29287 members 
Entering Unmasked Estep 
Score: -4692659.500000 Penalty: 5220.202637
	Iteration 6F: 3 clusters Score -4692660 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -4694676.000000 Penalty: 5220.202637
	Iteration 7F: 3 clusters Score -4694676 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 33427 members 
Entering Unmasked Estep 
Score: -4696214.500000 Penalty: 5220.202637
	Iteration 8F: 3 clusters Score -4696214 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 34725 members 
Entering Unmasked Estep 
Score: -4697245.500000 Penalty: 5220.202637
	Iteration 9Q: 3 clusters Score -4697246 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 35522 members 
Entering Unmasked Estep 
Score: -4697881.000000 Penalty: 5220.202637
	Iteration 10Q: 3 clusters Score -4697881 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 35986 members 
Entering Unmasked Estep 
Score: -4698248.000000 Penalty: 5220.202637
	Iteration 11Q: 3 clusters Score -4698248 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -4698463.000000 Penalty: 5220.202637
	Iteration 12Q: 3 clusters Score -4698463 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -4698586.000000 Penalty: 5220.202637
	Iteration 13Q: 3 clusters Score -4698586 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 36524 members 
Entering Unmasked Estep 
Score: -4698702.500000 Penalty: 5220.202637
	Iteration 14Q: 3 clusters Score -4698702 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 36595 members 
Entering Unmasked Estep 
Score: -4698762.500000 Penalty: 5220.202637
	Iteration 15Q: 3 clusters Score -4698762 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -4698789.000000 Penalty: 5220.202637
	Iteration 16Q: 3 clusters Score -4698789 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 36653 members 
Entering Unmasked Estep 
Score: -4698811.000000 Penalty: 5220.202637
	Iteration 17Q: 3 clusters Score -4698811 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -4698824.500000 Penalty: 5220.202637
	Iteration 18Q: 3 clusters Score -4698824 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 36689 members 
Entering Unmasked Estep 
Score: -4698837.500000 Penalty: 5220.202637
	Iteration 19Q: 3 clusters Score -4698838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 36701 members 
Entering Unmasked Estep 
Score: -4698850.000000 Penalty: 5220.202637
	Iteration 20F: 3 clusters Score -4698850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 36713 members 
Entering Unmasked Estep 
Score: -4698859.500000 Penalty: 5220.202637
	Iteration 21Q: 3 clusters Score -4698860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 36720 members 
Entering Unmasked Estep 
Score: -4698871.500000 Penalty: 5220.202637
	Iteration 22Q: 3 clusters Score -4698872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 36728 members 
Entering Unmasked Estep 
Score: -4698890.000000 Penalty: 5220.202637
	Iteration 23Q: 3 clusters Score -4698890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 36736 members 
Entering Unmasked Estep 
Score: -4698891.500000 Penalty: 5220.202637
	Iteration 24Q: 3 clusters Score -4698892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 36744 members 
Entering Unmasked Estep 
Score: -4698899.000000 Penalty: 5220.202637
	Iteration 25Q: 3 clusters Score -4698899 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
Score: -4698910.000000 Penalty: 5220.202637
	Iteration 26Q: 3 clusters Score -4698910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 36755 members 
Entering Unmasked Estep 
Score: -4698914.000000 Penalty: 5220.202637
	Iteration 27Q: 3 clusters Score -4698914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -4698914.000000 Penalty: 5220.202637
	Iteration 28Q: 3 clusters Score -4698914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 36763 members 
Entering Unmasked Estep 
Score: -4698921.000000 Penalty: 5220.202637
	Iteration 29Q: 3 clusters Score -4698921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 36768 members 
Entering Unmasked Estep 
Score: -4698925.500000 Penalty: 5220.202637
	Iteration 30Q: 3 clusters Score -4698926 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 36768 members 
Entering Unmasked Estep 
Score: -4698923.500000 Penalty: 5220.202637
	Iteration 31Q: 3 clusters Score -4698924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 36767 members 
Entering Unmasked Estep 
Score: -4698926.000000 Penalty: 5220.202637
	Iteration 32Q: 3 clusters Score -4698926 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 36767 members 
Entering Unmasked Estep 
Score: -4698926.000000 Penalty: 5220.202637
	Iteration 33F: 3 clusters Score -4698926 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (54871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54871 members 
Entering Unmasked Estep 
Score: -6661444.500000 Penalty: 2706.359619
	Iteration 0F: 2 clusters Score -6661444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -6624739.000000 Penalty: 5412.719238
	Iteration 0F: 3 clusters Score -6624739 nChanged 25301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 29265 members 
Entering Unmasked Estep 
Score: -6638565.500000 Penalty: 5412.719238
	Iteration 1F: 3 clusters Score -6638566 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -6639201.000000 Penalty: 5412.719238
	Iteration 2Q: 3 clusters Score -6639201 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22943 members 
Mstep: Class 2 contains 31928 members 
Entering Unmasked Estep 
Score: -6639984.500000 Penalty: 5412.719238
	Iteration 3Q: 3 clusters Score -6639984 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 34293 members 
Entering Unmasked Estep 
Score: -6641173.000000 Penalty: 5412.719238
	Iteration 4Q: 3 clusters Score -6641173 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 37578 members 
Entering Unmasked Estep 
Score: -6643219.500000 Penalty: 5412.719238
	Iteration 5F: 3 clusters Score -6643220 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 41833 members 
Entering Unmasked Estep 
Score: -6646471.500000 Penalty: 5412.719238
	Iteration 6F: 3 clusters Score -6646472 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 46544 members 
Entering Unmasked Estep 
Score: -6650869.000000 Penalty: 5412.719238
	Iteration 7F: 3 clusters Score -6650869 nChanged 4111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 50647 members 
Entering Unmasked Estep 
Score: -6654981.000000 Penalty: 5412.719238
	Iteration 8F: 3 clusters Score -6654981 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 53162 members 
Entering Unmasked Estep 
Score: -6657483.000000 Penalty: 5412.719238
	Iteration 9Q: 3 clusters Score -6657483 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 54190 members 
Entering Unmasked Estep 
Score: -6658474.000000 Penalty: 5412.719238
	Iteration 10Q: 3 clusters Score -6658474 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 54534 members 
Entering Unmasked Estep 
Score: -6658829.500000 Penalty: 5412.719238
	Iteration 11Q: 3 clusters Score -6658830 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 54612 members 
Entering Unmasked Estep 
Score: -6658947.500000 Penalty: 5412.719238
	Iteration 12Q: 3 clusters Score -6658948 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 54641 members 
Entering Unmasked Estep 
Score: -6659022.000000 Penalty: 5412.719238
	Iteration 13Q: 3 clusters Score -6659022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 54657 members 
Entering Unmasked Estep 
Score: -6659058.000000 Penalty: 5412.719238
	Iteration 14Q: 3 clusters Score -6659058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 54665 members 
Entering Unmasked Estep 
Score: -6659070.000000 Penalty: 5412.719238
	Iteration 15Q: 3 clusters Score -6659070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 54670 members 
Entering Unmasked Estep 
Score: -6659085.000000 Penalty: 5412.719238
	Iteration 16Q: 3 clusters Score -6659085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 54674 members 
Entering Unmasked Estep 
Score: -6659099.000000 Penalty: 5412.719238
	Iteration 17Q: 3 clusters Score -6659099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 54672 members 
Entering Unmasked Estep 
Score: -6659097.000000 Penalty: 5412.719238
	Iteration 18Q: 3 clusters Score -6659097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 54671 members 
Entering Unmasked Estep 
Score: -6659111.500000 Penalty: 5412.719238
	Iteration 19Q: 3 clusters Score -6659112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 54670 members 
Entering Unmasked Estep 
Score: -6659112.500000 Penalty: 5412.719238
	Iteration 20F: 3 clusters Score -6659112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 54669 members 
Entering Unmasked Estep 
Score: -6659114.500000 Penalty: 5412.719238
	Iteration 21Q: 3 clusters Score -6659114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 54667 members 
Entering Unmasked Estep 
Score: -6659121.500000 Penalty: 5412.719238
	Iteration 22Q: 3 clusters Score -6659122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 54668 members 
Entering Unmasked Estep 
Score: -6659126.500000 Penalty: 5412.719238
	Iteration 23Q: 3 clusters Score -6659126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 54669 members 
Entering Unmasked Estep 
Score: -6659133.500000 Penalty: 5412.719238
	Iteration 24Q: 3 clusters Score -6659134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 54669 members 
Entering Unmasked Estep 
Score: -6659133.500000 Penalty: 5412.719238
	Iteration 25F: 3 clusters Score -6659134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (177999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177999 members 
Entering Unmasked Estep 
Score: -22162308.000000 Penalty: 2998.204102
	Iteration 0F: 2 clusters Score -2.216231e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89153 members 
Mstep: Class 2 contains 88846 members 
Entering Unmasked Estep 
Score: -22045068.000000 Penalty: 5996.408203
	Iteration 0F: 3 clusters Score -2.204507e+07 nChanged 85208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92737 members 
Mstep: Class 2 contains 85262 members 
Entering Unmasked Estep 
Score: -22095152.000000 Penalty: 5996.408203
	Iteration 1F: 3 clusters Score -2.209515e+07 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94941 members 
Mstep: Class 2 contains 83058 members 
Entering Unmasked Estep 
Score: -22096600.000000 Penalty: 5996.408203
	Iteration 2Q: 3 clusters Score -2.20966e+07 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98294 members 
Mstep: Class 2 contains 79705 members 
Entering Unmasked Estep 
Score: -22098630.000000 Penalty: 5996.408203
	Iteration 3Q: 3 clusters Score -2.209863e+07 nChanged 7655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103239 members 
Mstep: Class 2 contains 74760 members 
Entering Unmasked Estep 
Score: -22101588.000000 Penalty: 5996.408203
	Iteration 4Q: 3 clusters Score -2.210159e+07 nChanged 9267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110366 members 
Mstep: Class 2 contains 67633 members 
Entering Unmasked Estep 
Score: -22106180.000000 Penalty: 5996.408203
	Iteration 5F: 3 clusters Score -2.210618e+07 nChanged 10994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119952 members 
Mstep: Class 2 contains 58047 members 
Entering Unmasked Estep 
Score: -22113244.000000 Penalty: 5996.408203
	Iteration 6F: 3 clusters Score -2.211324e+07 nChanged 12555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131751 members 
Mstep: Class 2 contains 46248 members 
Entering Unmasked Estep 
Score: -22122900.000000 Penalty: 5996.408203
	Iteration 7F: 3 clusters Score -2.21229e+07 nChanged 12838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144221 members 
Mstep: Class 2 contains 33778 members 
Entering Unmasked Estep 
Score: -22133776.000000 Penalty: 5996.408203
	Iteration 8F: 3 clusters Score -2.213378e+07 nChanged 11381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155498 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -22143512.000000 Penalty: 5996.408203
	Iteration 9F: 3 clusters Score -2.214351e+07 nChanged 8677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164143 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -22150642.000000 Penalty: 5996.408203
	Iteration 10Q: 3 clusters Score -2.215064e+07 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169653 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -22154704.000000 Penalty: 5996.408203
	Iteration 11Q: 3 clusters Score -2.21547e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172803 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -22157026.000000 Penalty: 5996.408203
	Iteration 12Q: 3 clusters Score -2.215703e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174507 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -22158312.000000 Penalty: 5996.408203
	Iteration 13Q: 3 clusters Score -2.215831e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175377 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -22158770.000000 Penalty: 5996.408203
	Iteration 14Q: 3 clusters Score -2.215877e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175930 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -22159110.000000 Penalty: 5996.408203
	Iteration 15Q: 3 clusters Score -2.215911e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176254 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -22159282.000000 Penalty: 5996.408203
	Iteration 16Q: 3 clusters Score -2.215928e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176481 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -22159392.000000 Penalty: 5996.408203
	Iteration 17Q: 3 clusters Score -2.215939e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176616 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -22159510.000000 Penalty: 5996.408203
	Iteration 18Q: 3 clusters Score -2.215951e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176707 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -22159582.000000 Penalty: 5996.408203
	Iteration 19Q: 3 clusters Score -2.215958e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176777 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -22159616.000000 Penalty: 5996.408203
	Iteration 20F: 3 clusters Score -2.215962e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176843 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -22159672.000000 Penalty: 5996.408203
	Iteration 21Q: 3 clusters Score -2.215967e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176885 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -22159696.000000 Penalty: 5996.408203
	Iteration 22Q: 3 clusters Score -2.21597e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176922 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -22159744.000000 Penalty: 5996.408203
	Iteration 23Q: 3 clusters Score -2.215974e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176955 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -22159780.000000 Penalty: 5996.408203
	Iteration 24Q: 3 clusters Score -2.215978e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176982 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -22159772.000000 Penalty: 5996.408203
	Iteration 25Q: 3 clusters Score -2.215977e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177005 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -22159798.000000 Penalty: 5996.408203
	Iteration 26Q: 3 clusters Score -2.21598e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177027 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -22159802.000000 Penalty: 5996.408203
	Iteration 27Q: 3 clusters Score -2.21598e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177042 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -22159844.000000 Penalty: 5996.408203
	Iteration 28Q: 3 clusters Score -2.215984e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177057 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -22159828.000000 Penalty: 5996.408203
	Iteration 29Q: 3 clusters Score -2.215983e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177067 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -22159850.000000 Penalty: 5996.408203
	Iteration 30Q: 3 clusters Score -2.215985e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177077 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -22159854.000000 Penalty: 5996.408203
	Iteration 31Q: 3 clusters Score -2.215985e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177087 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -22159864.000000 Penalty: 5996.408203
	Iteration 32Q: 3 clusters Score -2.215986e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177090 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -22159866.000000 Penalty: 5996.408203
	Iteration 33Q: 3 clusters Score -2.215987e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177093 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -22159860.000000 Penalty: 5996.408203
	Iteration 34Q: 3 clusters Score -2.215986e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177092 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -22159870.000000 Penalty: 5996.408203
	Iteration 35Q: 3 clusters Score -2.215987e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177093 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -22159876.000000 Penalty: 5996.408203
	Iteration 36Q: 3 clusters Score -2.215988e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177094 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -22159870.000000 Penalty: 5996.408203
	Iteration 37Q: 3 clusters Score -2.215987e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177095 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -22159878.000000 Penalty: 5996.408203
	Iteration 38Q: 3 clusters Score -2.215988e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177095 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -22159878.000000 Penalty: 5996.408203
	Iteration 39F: 3 clusters Score -2.215988e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Entering Unmasked Estep 
Score: -160920.578125 Penalty: 1793.896973
	Iteration 0F: 2 clusters Score -160920.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -158768.437500 Penalty: 3587.793945
	Iteration 0F: 3 clusters Score -158768.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -159259.000000 Penalty: 3587.793945
	Iteration 1F: 3 clusters Score -159259 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -159454.343750 Penalty: 3587.793945
	Iteration 2F: 3 clusters Score -159454.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -159601.265625 Penalty: 3587.793945
	Iteration 3F: 3 clusters Score -159601.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -159799.875000 Penalty: 3587.793945
	Iteration 4F: 3 clusters Score -159799.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -160066.078125 Penalty: 3587.793945
	Iteration 5Q: 3 clusters Score -160066.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -160254.890625 Penalty: 3587.793945
	Iteration 6Q: 3 clusters Score -160254.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -160342.656250 Penalty: 3587.793945
	Iteration 7Q: 3 clusters Score -160342.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -160435.171875 Penalty: 3587.793945
	Iteration 8Q: 3 clusters Score -160435.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -160527.937500 Penalty: 3587.793945
	Iteration 9Q: 3 clusters Score -160527.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -160635.578125 Penalty: 3587.793945
	Iteration 10Q: 3 clusters Score -160635.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -160721.765625 Penalty: 3587.793945
	Iteration 11Q: 3 clusters Score -160721.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -160803.078125 Penalty: 3587.793945
	Iteration 12Q: 3 clusters Score -160803.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -160907.578125 Penalty: 3587.793945
	Iteration 13Q: 3 clusters Score -160907.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -160987.843750 Penalty: 3587.793945
	Iteration 14Q: 3 clusters Score -160987.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -161058.718750 Penalty: 3587.793945
	Iteration 15Q: 3 clusters Score -161058.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -161142.250000 Penalty: 3587.793945
	Iteration 16Q: 3 clusters Score -161142.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -161224.265625 Penalty: 3587.793945
	Iteration 17Q: 3 clusters Score -161224.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -161270.296875 Penalty: 3587.793945
	Iteration 18Q: 3 clusters Score -161270.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -161298.296875 Penalty: 3587.793945
	Iteration 19Q: 3 clusters Score -161298.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -161314.796875 Penalty: 3587.793945
	Iteration 20F: 3 clusters Score -161314.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -161324.093750 Penalty: 3587.793945
	Iteration 21Q: 3 clusters Score -161324.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -161326.859375 Penalty: 3587.793945
	Iteration 22Q: 3 clusters Score -161326.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -161329.671875 Penalty: 3587.793945
	Iteration 23Q: 3 clusters Score -161329.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -161329.671875 Penalty: 3587.793945
	Iteration 24F: 3 clusters Score -161329.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 13072 members 
Mstep: Class 3 contains 52389 members 
Mstep: Class 4 contains 35516 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2789 members 
Mstep: Class 7 contains 31080 members 
Mstep: Class 8 contains 27613 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95011 members 
Mstep: Class 11 contains 14637 members 
Mstep: Class 12 contains 4238 members 
Mstep: Class 13 contains 264473 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1568 members 
Mstep: Class 17 contains 37220 members 
Mstep: Class 18 contains 374 members 
Mstep: Class 19 contains 54871 members 
Mstep: Class 20 contains 177999 members 
Mstep: Class 21 contains 1011 members 
Mstep: Class 22 contains 5665 members 
Entering Unmasked Estep 
Score: -104778224.000000 Penalty: 74538.125000
Splitting cluster 21 changes total score from -104779240.000000 to -104778224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (5665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Entering Unmasked Estep 
Score: -668458.437500 Penalty: 2143.231445
	Iteration 0F: 2 clusters Score -668458.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -663535.937500 Penalty: 4286.462891
	Iteration 0F: 3 clusters Score -663535.9 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -664758.437500 Penalty: 4286.462891
	Iteration 1F: 3 clusters Score -664758.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -665058.437500 Penalty: 4286.462891
	Iteration 2F: 3 clusters Score -665058.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -665325.125000 Penalty: 4286.462891
	Iteration 3F: 3 clusters Score -665325.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -665590.375000 Penalty: 4286.462891
	Iteration 4F: 3 clusters Score -665590.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -665773.875000 Penalty: 4286.462891
	Iteration 5Q: 3 clusters Score -665773.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -665932.750000 Penalty: 4286.462891
	Iteration 6Q: 3 clusters Score -665932.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -666071.562500 Penalty: 4286.462891
	Iteration 7Q: 3 clusters Score -666071.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -666216.187500 Penalty: 4286.462891
	Iteration 8Q: 3 clusters Score -666216.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -666335.562500 Penalty: 4286.462891
	Iteration 9Q: 3 clusters Score -666335.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -666434.937500 Penalty: 4286.462891
	Iteration 10Q: 3 clusters Score -666434.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -666511.375000 Penalty: 4286.462891
	Iteration 11Q: 3 clusters Score -666511.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -666569.750000 Penalty: 4286.462891
	Iteration 12Q: 3 clusters Score -666569.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -666629.500000 Penalty: 4286.462891
	Iteration 13Q: 3 clusters Score -666629.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -666673.437500 Penalty: 4286.462891
	Iteration 14Q: 3 clusters Score -666673.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -666716.000000 Penalty: 4286.462891
	Iteration 15Q: 3 clusters Score -666716 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -666758.000000 Penalty: 4286.462891
	Iteration 16Q: 3 clusters Score -666758 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -666797.937500 Penalty: 4286.462891
	Iteration 17Q: 3 clusters Score -666797.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -666831.812500 Penalty: 4286.462891
	Iteration 18Q: 3 clusters Score -666831.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -666863.312500 Penalty: 4286.462891
	Iteration 19Q: 3 clusters Score -666863.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -666888.937500 Penalty: 4286.462891
	Iteration 20F: 3 clusters Score -666888.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -666915.187500 Penalty: 4286.462891
	Iteration 21Q: 3 clusters Score -666915.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -666937.187500 Penalty: 4286.462891
	Iteration 22Q: 3 clusters Score -666937.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -666951.750000 Penalty: 4286.462891
	Iteration 23Q: 3 clusters Score -666951.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -666965.625000 Penalty: 4286.462891
	Iteration 24Q: 3 clusters Score -666965.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -666976.312500 Penalty: 4286.462891
	Iteration 25Q: 3 clusters Score -666976.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -666986.312500 Penalty: 4286.462891
	Iteration 26Q: 3 clusters Score -666986.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -666994.812500 Penalty: 4286.462891
	Iteration 27Q: 3 clusters Score -666994.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -667003.625000 Penalty: 4286.462891
	Iteration 28Q: 3 clusters Score -667003.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -667010.812500 Penalty: 4286.462891
	Iteration 29Q: 3 clusters Score -667010.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -667016.000000 Penalty: 4286.462891
	Iteration 30Q: 3 clusters Score -667016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -667019.750000 Penalty: 4286.462891
	Iteration 31Q: 3 clusters Score -667019.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -667027.312500 Penalty: 4286.462891
	Iteration 32Q: 3 clusters Score -667027.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -667036.875000 Penalty: 4286.462891
	Iteration 33Q: 3 clusters Score -667036.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -667043.375000 Penalty: 4286.462891
	Iteration 34Q: 3 clusters Score -667043.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -667050.562500 Penalty: 4286.462891
	Iteration 35Q: 3 clusters Score -667050.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -667057.437500 Penalty: 4286.462891
	Iteration 36Q: 3 clusters Score -667057.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -667060.187500 Penalty: 4286.462891
	Iteration 37Q: 3 clusters Score -667060.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -667066.000000 Penalty: 4286.462891
	Iteration 38Q: 3 clusters Score -667066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -667070.312500 Penalty: 4286.462891
	Iteration 39Q: 3 clusters Score -667070.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -667074.437500 Penalty: 4286.462891
	Iteration 40F: 3 clusters Score -667074.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -667076.500000 Penalty: 4286.462891
	Iteration 41Q: 3 clusters Score -667076.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -667078.375000 Penalty: 4286.462891
	Iteration 42Q: 3 clusters Score -667078.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -667080.312500 Penalty: 4286.462891
	Iteration 43Q: 3 clusters Score -667080.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -667084.437500 Penalty: 4286.462891
	Iteration 44Q: 3 clusters Score -667084.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -667089.312500 Penalty: 4286.462891
	Iteration 45Q: 3 clusters Score -667089.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -667091.062500 Penalty: 4286.462891
	Iteration 46Q: 3 clusters Score -667091.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -667097.187500 Penalty: 4286.462891
	Iteration 47Q: 3 clusters Score -667097.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -667102.625000 Penalty: 4286.462891
	Iteration 48Q: 3 clusters Score -667102.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -667104.500000 Penalty: 4286.462891
	Iteration 49Q: 3 clusters Score -667104.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -667107.125000 Penalty: 4286.462891
	Iteration 50Q: 3 clusters Score -667107.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -667108.125000 Penalty: 4286.462891
	Iteration 51Q: 3 clusters Score -667108.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -667110.437500 Penalty: 4286.462891
	Iteration 52Q: 3 clusters Score -667110.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -667111.125000 Penalty: 4286.462891
	Iteration 53Q: 3 clusters Score -667111.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -667112.625000 Penalty: 4286.462891
	Iteration 54Q: 3 clusters Score -667112.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -667112.625000 Penalty: 4286.462891
	Iteration 55F: 3 clusters Score -667112.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 13072 members 
Mstep: Class 3 contains 52389 members 
Mstep: Class 4 contains 35516 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2789 members 
Mstep: Class 7 contains 31080 members 
Mstep: Class 8 contains 27613 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95011 members 
Mstep: Class 11 contains 14637 members 
Mstep: Class 12 contains 4238 members 
Mstep: Class 13 contains 264473 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1568 members 
Mstep: Class 17 contains 37220 members 
Mstep: Class 19 contains 54871 members 
Mstep: Class 20 contains 177999 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779264.000000 Penalty: 71150.023438
Iteration 439Q: 22 clusters Score -1.047793e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 13072 members 
Mstep: Class 3 contains 52387 members 
Mstep: Class 4 contains 35515 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2789 members 
Mstep: Class 7 contains 31080 members 
Mstep: Class 8 contains 27612 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95013 members 
Mstep: Class 11 contains 14638 members 
Mstep: Class 12 contains 4238 members 
Mstep: Class 13 contains 264481 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1568 members 
Mstep: Class 17 contains 37219 members 
Mstep: Class 19 contains 54869 members 
Mstep: Class 20 contains 177995 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779256.000000 Penalty: 71150.023438
Iteration 440F: 22 clusters Score -1.047793e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 13073 members 
Mstep: Class 3 contains 52388 members 
Mstep: Class 4 contains 35515 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2789 members 
Mstep: Class 7 contains 31077 members 
Mstep: Class 8 contains 27612 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95013 members 
Mstep: Class 11 contains 14637 members 
Mstep: Class 12 contains 4238 members 
Mstep: Class 13 contains 264481 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1568 members 
Mstep: Class 17 contains 37220 members 
Mstep: Class 19 contains 54869 members 
Mstep: Class 20 contains 177996 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779312.000000 Penalty: 71150.023438
Iteration 441Q: 22 clusters Score -1.047793e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 13073 members 
Mstep: Class 3 contains 52389 members 
Mstep: Class 4 contains 35514 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2789 members 
Mstep: Class 7 contains 31074 members 
Mstep: Class 8 contains 27612 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95015 members 
Mstep: Class 11 contains 14636 members 
Mstep: Class 12 contains 4238 members 
Mstep: Class 13 contains 264492 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1568 members 
Mstep: Class 17 contains 37220 members 
Mstep: Class 19 contains 54868 members 
Mstep: Class 20 contains 177988 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779240.000000 Penalty: 71150.023438
Iteration 442Q: 22 clusters Score -1.047792e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 13073 members 
Mstep: Class 3 contains 52386 members 
Mstep: Class 4 contains 35514 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2789 members 
Mstep: Class 7 contains 31077 members 
Mstep: Class 8 contains 27611 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95016 members 
Mstep: Class 11 contains 14636 members 
Mstep: Class 12 contains 4238 members 
Mstep: Class 13 contains 264493 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1568 members 
Mstep: Class 17 contains 37218 members 
Mstep: Class 19 contains 54867 members 
Mstep: Class 20 contains 177991 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779232.000000 Penalty: 71150.023438
Iteration 443Q: 22 clusters Score -1.047792e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 13073 members 
Mstep: Class 3 contains 52383 members 
Mstep: Class 4 contains 35515 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2789 members 
Mstep: Class 7 contains 31081 members 
Mstep: Class 8 contains 27610 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95016 members 
Mstep: Class 11 contains 14636 members 
Mstep: Class 12 contains 4239 members 
Mstep: Class 13 contains 264495 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1569 members 
Mstep: Class 17 contains 37215 members 
Mstep: Class 19 contains 54864 members 
Mstep: Class 20 contains 177992 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779192.000000 Penalty: 71150.023438
Iteration 444Q: 22 clusters Score -1.047792e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 13073 members 
Mstep: Class 3 contains 52379 members 
Mstep: Class 4 contains 35516 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2789 members 
Mstep: Class 7 contains 31080 members 
Mstep: Class 8 contains 27609 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95021 members 
Mstep: Class 11 contains 14636 members 
Mstep: Class 12 contains 4241 members 
Mstep: Class 13 contains 264495 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1569 members 
Mstep: Class 17 contains 37214 members 
Mstep: Class 19 contains 54865 members 
Mstep: Class 20 contains 177989 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779224.000000 Penalty: 71150.023438
Iteration 445Q: 22 clusters Score -1.047792e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 13073 members 
Mstep: Class 3 contains 52381 members 
Mstep: Class 4 contains 35519 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2789 members 
Mstep: Class 7 contains 31081 members 
Mstep: Class 8 contains 27609 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95022 members 
Mstep: Class 11 contains 14636 members 
Mstep: Class 12 contains 4245 members 
Mstep: Class 13 contains 264503 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1567 members 
Mstep: Class 17 contains 37212 members 
Mstep: Class 19 contains 54861 members 
Mstep: Class 20 contains 177977 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779256.000000 Penalty: 71150.023438
Iteration 446Q: 22 clusters Score -1.047793e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 13073 members 
Mstep: Class 3 contains 52378 members 
Mstep: Class 4 contains 35518 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2789 members 
Mstep: Class 7 contains 31081 members 
Mstep: Class 8 contains 27609 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95023 members 
Mstep: Class 11 contains 14636 members 
Mstep: Class 12 contains 4245 members 
Mstep: Class 13 contains 264516 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1566 members 
Mstep: Class 17 contains 37212 members 
Mstep: Class 19 contains 54857 members 
Mstep: Class 20 contains 177972 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779208.000000 Penalty: 71150.023438
Iteration 447Q: 22 clusters Score -1.047792e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 13073 members 
Mstep: Class 3 contains 52377 members 
Mstep: Class 4 contains 35518 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2789 members 
Mstep: Class 7 contains 31078 members 
Mstep: Class 8 contains 27609 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95022 members 
Mstep: Class 11 contains 14635 members 
Mstep: Class 12 contains 4245 members 
Mstep: Class 13 contains 264525 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1566 members 
Mstep: Class 17 contains 37211 members 
Mstep: Class 19 contains 54855 members 
Mstep: Class 20 contains 177973 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779216.000000 Penalty: 71150.023438
Iteration 448Q: 22 clusters Score -1.047792e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 13073 members 
Mstep: Class 3 contains 52377 members 
Mstep: Class 4 contains 35520 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2789 members 
Mstep: Class 7 contains 31074 members 
Mstep: Class 8 contains 27608 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95027 members 
Mstep: Class 11 contains 14634 members 
Mstep: Class 12 contains 4245 members 
Mstep: Class 13 contains 264539 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1566 members 
Mstep: Class 17 contains 37208 members 
Mstep: Class 19 contains 54853 members 
Mstep: Class 20 contains 177962 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779168.000000 Penalty: 71150.023438
Iteration 449Q: 22 clusters Score -1.047792e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 13073 members 
Mstep: Class 3 contains 52377 members 
Mstep: Class 4 contains 35521 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2789 members 
Mstep: Class 7 contains 31072 members 
Mstep: Class 8 contains 27607 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95031 members 
Mstep: Class 11 contains 14631 members 
Mstep: Class 12 contains 4246 members 
Mstep: Class 13 contains 264554 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1566 members 
Mstep: Class 17 contains 37206 members 
Mstep: Class 19 contains 54854 members 
Mstep: Class 20 contains 177949 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779144.000000 Penalty: 71150.023438
Iteration 450Q: 22 clusters Score -1.047791e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 13073 members 
Mstep: Class 3 contains 52376 members 
Mstep: Class 4 contains 35520 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2790 members 
Mstep: Class 7 contains 31068 members 
Mstep: Class 8 contains 27606 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95034 members 
Mstep: Class 11 contains 14630 members 
Mstep: Class 12 contains 4250 members 
Mstep: Class 13 contains 264577 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1566 members 
Mstep: Class 17 contains 37205 members 
Mstep: Class 19 contains 54852 members 
Mstep: Class 20 contains 177928 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779272.000000 Penalty: 71150.023438
Iteration 451Q: 22 clusters Score -1.047793e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 13073 members 
Mstep: Class 3 contains 52374 members 
Mstep: Class 4 contains 35517 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2792 members 
Mstep: Class 7 contains 31067 members 
Mstep: Class 8 contains 27606 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95032 members 
Mstep: Class 11 contains 14632 members 
Mstep: Class 12 contains 4253 members 
Mstep: Class 13 contains 264594 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1566 members 
Mstep: Class 17 contains 37205 members 
Mstep: Class 19 contains 54851 members 
Mstep: Class 20 contains 177913 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779272.000000 Penalty: 71150.023438
Iteration 452Q: 22 clusters Score -1.047793e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 13073 members 
Mstep: Class 3 contains 52372 members 
Mstep: Class 4 contains 35517 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2792 members 
Mstep: Class 7 contains 31066 members 
Mstep: Class 8 contains 27606 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95032 members 
Mstep: Class 11 contains 14631 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 264608 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1566 members 
Mstep: Class 17 contains 37204 members 
Mstep: Class 19 contains 54850 members 
Mstep: Class 20 contains 177907 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779336.000000 Penalty: 71150.023438
Iteration 453Q: 22 clusters Score -1.047793e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 13073 members 
Mstep: Class 3 contains 52370 members 
Mstep: Class 4 contains 35515 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2793 members 
Mstep: Class 7 contains 31065 members 
Mstep: Class 8 contains 27606 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95031 members 
Mstep: Class 11 contains 14630 members 
Mstep: Class 12 contains 4256 members 
Mstep: Class 13 contains 264638 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1566 members 
Mstep: Class 17 contains 37203 members 
Mstep: Class 19 contains 54849 members 
Mstep: Class 20 contains 177883 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779216.000000 Penalty: 71150.023438
Iteration 454Q: 22 clusters Score -1.047792e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 13073 members 
Mstep: Class 3 contains 52370 members 
Mstep: Class 4 contains 35515 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2793 members 
Mstep: Class 7 contains 31065 members 
Mstep: Class 8 contains 27604 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95031 members 
Mstep: Class 11 contains 14632 members 
Mstep: Class 12 contains 4258 members 
Mstep: Class 13 contains 264655 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1566 members 
Mstep: Class 17 contains 37203 members 
Mstep: Class 19 contains 54846 members 
Mstep: Class 20 contains 177867 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779336.000000 Penalty: 71150.023438
Iteration 455Q: 22 clusters Score -1.047793e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 13073 members 
Mstep: Class 3 contains 52370 members 
Mstep: Class 4 contains 35514 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2793 members 
Mstep: Class 7 contains 31063 members 
Mstep: Class 8 contains 27604 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95029 members 
Mstep: Class 11 contains 14628 members 
Mstep: Class 12 contains 4259 members 
Mstep: Class 13 contains 264667 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1566 members 
Mstep: Class 17 contains 37203 members 
Mstep: Class 19 contains 54844 members 
Mstep: Class 20 contains 177865 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779264.000000 Penalty: 71150.023438
Iteration 456Q: 22 clusters Score -1.047793e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 13073 members 
Mstep: Class 3 contains 52370 members 
Mstep: Class 4 contains 35514 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2793 members 
Mstep: Class 7 contains 31061 members 
Mstep: Class 8 contains 27603 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95027 members 
Mstep: Class 11 contains 14625 members 
Mstep: Class 12 contains 4259 members 
Mstep: Class 13 contains 264684 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1566 members 
Mstep: Class 17 contains 37203 members 
Mstep: Class 19 contains 54843 members 
Mstep: Class 20 contains 177858 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779264.000000 Penalty: 71150.023438
Iteration 457Q: 22 clusters Score -1.047793e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 13072 members 
Mstep: Class 3 contains 52369 members 
Mstep: Class 4 contains 35514 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2793 members 
Mstep: Class 7 contains 31059 members 
Mstep: Class 8 contains 27601 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95031 members 
Mstep: Class 11 contains 14625 members 
Mstep: Class 12 contains 4260 members 
Mstep: Class 13 contains 264693 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1566 members 
Mstep: Class 17 contains 37203 members 
Mstep: Class 19 contains 54841 members 
Mstep: Class 20 contains 177853 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779312.000000 Penalty: 71150.023438
Iteration 458Q: 22 clusters Score -1.047793e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 13070 members 
Mstep: Class 3 contains 52366 members 
Mstep: Class 4 contains 35514 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2793 members 
Mstep: Class 7 contains 31060 members 
Mstep: Class 8 contains 27600 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95028 members 
Mstep: Class 11 contains 14625 members 
Mstep: Class 12 contains 4261 members 
Mstep: Class 13 contains 264705 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1566 members 
Mstep: Class 17 contains 37203 members 
Mstep: Class 19 contains 54841 members 
Mstep: Class 20 contains 177849 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779264.000000 Penalty: 71150.023438
Iteration 459Q: 22 clusters Score -1.047793e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 13068 members 
Mstep: Class 3 contains 52366 members 
Mstep: Class 4 contains 35514 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2792 members 
Mstep: Class 7 contains 31060 members 
Mstep: Class 8 contains 27600 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95029 members 
Mstep: Class 11 contains 14624 members 
Mstep: Class 12 contains 4262 members 
Mstep: Class 13 contains 264712 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1566 members 
Mstep: Class 17 contains 37203 members 
Mstep: Class 19 contains 54839 members 
Mstep: Class 20 contains 177847 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779232.000000 Penalty: 71150.023438
Iteration 460F: 22 clusters Score -1.047792e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 13068 members 
Mstep: Class 3 contains 52365 members 
Mstep: Class 4 contains 35515 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2790 members 
Mstep: Class 7 contains 31059 members 
Mstep: Class 8 contains 27600 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95034 members 
Mstep: Class 11 contains 14624 members 
Mstep: Class 12 contains 4261 members 
Mstep: Class 13 contains 264721 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1566 members 
Mstep: Class 17 contains 37203 members 
Mstep: Class 19 contains 54837 members 
Mstep: Class 20 contains 177839 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779280.000000 Penalty: 71150.023438
Iteration 461Q: 22 clusters Score -1.047793e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 13068 members 
Mstep: Class 3 contains 52365 members 
Mstep: Class 4 contains 35515 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2788 members 
Mstep: Class 7 contains 31058 members 
Mstep: Class 8 contains 27601 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95039 members 
Mstep: Class 11 contains 14623 members 
Mstep: Class 12 contains 4261 members 
Mstep: Class 13 contains 264728 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1566 members 
Mstep: Class 17 contains 37203 members 
Mstep: Class 19 contains 54834 members 
Mstep: Class 20 contains 177833 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779248.000000 Penalty: 71150.023438
Iteration 462Q: 22 clusters Score -1.047792e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 13068 members 
Mstep: Class 3 contains 52363 members 
Mstep: Class 4 contains 35515 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 31058 members 
Mstep: Class 8 contains 27603 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95040 members 
Mstep: Class 11 contains 14622 members 
Mstep: Class 12 contains 4260 members 
Mstep: Class 13 contains 264734 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1566 members 
Mstep: Class 17 contains 37203 members 
Mstep: Class 19 contains 54834 members 
Mstep: Class 20 contains 177829 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779232.000000 Penalty: 71150.023438
Iteration 463Q: 22 clusters Score -1.047792e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 13069 members 
Mstep: Class 3 contains 52363 members 
Mstep: Class 4 contains 35515 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 31058 members 
Mstep: Class 8 contains 27603 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95041 members 
Mstep: Class 11 contains 14622 members 
Mstep: Class 12 contains 4259 members 
Mstep: Class 13 contains 264740 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1566 members 
Mstep: Class 17 contains 37203 members 
Mstep: Class 19 contains 54834 members 
Mstep: Class 20 contains 177822 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779216.000000 Penalty: 71150.023438
Iteration 464Q: 22 clusters Score -1.047792e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 13070 members 
Mstep: Class 3 contains 52364 members 
Mstep: Class 4 contains 35515 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 31057 members 
Mstep: Class 8 contains 27602 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95044 members 
Mstep: Class 11 contains 14622 members 
Mstep: Class 12 contains 4257 members 
Mstep: Class 13 contains 264743 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1566 members 
Mstep: Class 17 contains 37203 members 
Mstep: Class 19 contains 54834 members 
Mstep: Class 20 contains 177817 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779232.000000 Penalty: 71150.023438
Iteration 465Q: 22 clusters Score -1.047792e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 13070 members 
Mstep: Class 3 contains 52364 members 
Mstep: Class 4 contains 35515 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 31055 members 
Mstep: Class 8 contains 27601 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95047 members 
Mstep: Class 11 contains 14622 members 
Mstep: Class 12 contains 4255 members 
Mstep: Class 13 contains 264747 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1566 members 
Mstep: Class 17 contains 37204 members 
Mstep: Class 19 contains 54834 members 
Mstep: Class 20 contains 177814 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779216.000000 Penalty: 71150.023438
Iteration 466Q: 22 clusters Score -1.047792e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 13070 members 
Mstep: Class 3 contains 52364 members 
Mstep: Class 4 contains 35515 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 31055 members 
Mstep: Class 8 contains 27600 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95050 members 
Mstep: Class 11 contains 14622 members 
Mstep: Class 12 contains 4254 members 
Mstep: Class 13 contains 264746 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1565 members 
Mstep: Class 17 contains 37203 members 
Mstep: Class 19 contains 54833 members 
Mstep: Class 20 contains 177816 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779136.000000 Penalty: 71150.023438
Iteration 467Q: 22 clusters Score -1.047791e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 13071 members 
Mstep: Class 3 contains 52364 members 
Mstep: Class 4 contains 35516 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 31055 members 
Mstep: Class 8 contains 27598 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95050 members 
Mstep: Class 11 contains 14622 members 
Mstep: Class 12 contains 4253 members 
Mstep: Class 13 contains 264758 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1564 members 
Mstep: Class 17 contains 37202 members 
Mstep: Class 19 contains 54832 members 
Mstep: Class 20 contains 177809 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779208.000000 Penalty: 71150.023438
Iteration 468Q: 22 clusters Score -1.047792e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 13070 members 
Mstep: Class 3 contains 52367 members 
Mstep: Class 4 contains 35516 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 31056 members 
Mstep: Class 8 contains 27598 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95050 members 
Mstep: Class 11 contains 14622 members 
Mstep: Class 12 contains 4255 members 
Mstep: Class 13 contains 264761 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 37201 members 
Mstep: Class 19 contains 54829 members 
Mstep: Class 20 contains 177806 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779192.000000 Penalty: 71150.023438
Iteration 469Q: 22 clusters Score -1.047792e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 13070 members 
Mstep: Class 3 contains 52369 members 
Mstep: Class 4 contains 35516 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 31055 members 
Mstep: Class 8 contains 27598 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95051 members 
Mstep: Class 11 contains 14622 members 
Mstep: Class 12 contains 4256 members 
Mstep: Class 13 contains 264759 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 37201 members 
Mstep: Class 19 contains 54827 members 
Mstep: Class 20 contains 177808 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779248.000000 Penalty: 71150.023438
Iteration 470Q: 22 clusters Score -1.047792e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 13070 members 
Mstep: Class 3 contains 52371 members 
Mstep: Class 4 contains 35516 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 31055 members 
Mstep: Class 8 contains 27598 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95050 members 
Mstep: Class 11 contains 14622 members 
Mstep: Class 12 contains 4256 members 
Mstep: Class 13 contains 264759 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 37200 members 
Mstep: Class 19 contains 54826 members 
Mstep: Class 20 contains 177809 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779240.000000 Penalty: 71150.023438
Iteration 471Q: 22 clusters Score -1.047792e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 13070 members 
Mstep: Class 3 contains 52371 members 
Mstep: Class 4 contains 35516 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 31056 members 
Mstep: Class 8 contains 27598 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95048 members 
Mstep: Class 11 contains 14622 members 
Mstep: Class 12 contains 4256 members 
Mstep: Class 13 contains 264759 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 37199 members 
Mstep: Class 19 contains 54827 members 
Mstep: Class 20 contains 177810 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779208.000000 Penalty: 71150.023438
Iteration 472Q: 22 clusters Score -1.047792e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 13070 members 
Mstep: Class 3 contains 52369 members 
Mstep: Class 4 contains 35516 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 31058 members 
Mstep: Class 8 contains 27598 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95047 members 
Mstep: Class 11 contains 14622 members 
Mstep: Class 12 contains 4256 members 
Mstep: Class 13 contains 264766 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 37198 members 
Mstep: Class 19 contains 54827 members 
Mstep: Class 20 contains 177805 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779192.000000 Penalty: 71150.023438
Iteration 473Q: 22 clusters Score -1.047792e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 13071 members 
Mstep: Class 3 contains 52369 members 
Mstep: Class 4 contains 35517 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 31058 members 
Mstep: Class 8 contains 27598 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95046 members 
Mstep: Class 11 contains 14622 members 
Mstep: Class 12 contains 4256 members 
Mstep: Class 13 contains 264776 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 37198 members 
Mstep: Class 19 contains 54826 members 
Mstep: Class 20 contains 177795 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779240.000000 Penalty: 71150.023438
Iteration 474Q: 22 clusters Score -1.047792e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 13071 members 
Mstep: Class 3 contains 52366 members 
Mstep: Class 4 contains 35517 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 31057 members 
Mstep: Class 8 contains 27598 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95048 members 
Mstep: Class 11 contains 14622 members 
Mstep: Class 12 contains 4256 members 
Mstep: Class 13 contains 264784 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 37198 members 
Mstep: Class 19 contains 54824 members 
Mstep: Class 20 contains 177791 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779240.000000 Penalty: 71150.023438
Iteration 475Q: 22 clusters Score -1.047792e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 13071 members 
Mstep: Class 3 contains 52364 members 
Mstep: Class 4 contains 35516 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 31057 members 
Mstep: Class 8 contains 27598 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95051 members 
Mstep: Class 11 contains 14622 members 
Mstep: Class 12 contains 4256 members 
Mstep: Class 13 contains 264785 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 37198 members 
Mstep: Class 19 contains 54824 members 
Mstep: Class 20 contains 177790 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779256.000000 Penalty: 71150.023438
Iteration 476Q: 22 clusters Score -1.047793e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 13071 members 
Mstep: Class 3 contains 52364 members 
Mstep: Class 4 contains 35517 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 31057 members 
Mstep: Class 8 contains 27596 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95053 members 
Mstep: Class 11 contains 14622 members 
Mstep: Class 12 contains 4256 members 
Mstep: Class 13 contains 264789 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 37198 members 
Mstep: Class 19 contains 54824 members 
Mstep: Class 20 contains 177785 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779280.000000 Penalty: 71150.023438
Iteration 477Q: 22 clusters Score -1.047793e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 13071 members 
Mstep: Class 3 contains 52364 members 
Mstep: Class 4 contains 35516 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 31057 members 
Mstep: Class 8 contains 27593 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95056 members 
Mstep: Class 11 contains 14622 members 
Mstep: Class 12 contains 4256 members 
Mstep: Class 13 contains 264792 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 37198 members 
Mstep: Class 19 contains 54824 members 
Mstep: Class 20 contains 177783 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779280.000000 Penalty: 71150.023438
Iteration 478Q: 22 clusters Score -1.047793e+08 nChanged 25
Entering ConstructFrom: 
Score: -104779280.000000 Penalty: 71150.023438
Entering ConstructFrom: 
Trying to split cluster 1 (21707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Entering Unmasked Estep 
Score: -2609683.250000 Penalty: 2476.376709
	Iteration 0F: 2 clusters Score -2609683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -2594435.500000 Penalty: 4952.753418
	Iteration 0F: 3 clusters Score -2594436 nChanged 9608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -2599529.500000 Penalty: 4952.753418
	Iteration 1F: 3 clusters Score -2599530 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -2599992.500000 Penalty: 4952.753418
	Iteration 2F: 3 clusters Score -2599992 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -2600401.750000 Penalty: 4952.753418
	Iteration 3F: 3 clusters Score -2600402 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -2600865.250000 Penalty: 4952.753418
	Iteration 4Q: 3 clusters Score -2600865 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -2601417.750000 Penalty: 4952.753418
	Iteration 5Q: 3 clusters Score -2601418 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -2602198.000000 Penalty: 4952.753418
	Iteration 6F: 3 clusters Score -2602198 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -2603239.000000 Penalty: 4952.753418
	Iteration 7F: 3 clusters Score -2603239 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -2604435.250000 Penalty: 4952.753418
	Iteration 8F: 3 clusters Score -2604435 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2605459.250000 Penalty: 4952.753418
	Iteration 9F: 3 clusters Score -2605459 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2606208.500000 Penalty: 4952.753418
	Iteration 10Q: 3 clusters Score -2606208 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2606699.500000 Penalty: 4952.753418
	Iteration 11Q: 3 clusters Score -2606700 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2607008.750000 Penalty: 4952.753418
	Iteration 12Q: 3 clusters Score -2607009 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2607229.000000 Penalty: 4952.753418
	Iteration 13Q: 3 clusters Score -2607229 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2607348.750000 Penalty: 4952.753418
	Iteration 14Q: 3 clusters Score -2607349 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2607396.500000 Penalty: 4952.753418
	Iteration 15Q: 3 clusters Score -2607396 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2607425.500000 Penalty: 4952.753418
	Iteration 16Q: 3 clusters Score -2607426 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2607439.250000 Penalty: 4952.753418
	Iteration 17Q: 3 clusters Score -2607439 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2607445.500000 Penalty: 4952.753418
	Iteration 18Q: 3 clusters Score -2607446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2607459.250000 Penalty: 4952.753418
	Iteration 19Q: 3 clusters Score -2607459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2607469.750000 Penalty: 4952.753418
	Iteration 20F: 3 clusters Score -2607470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2607478.500000 Penalty: 4952.753418
	Iteration 21Q: 3 clusters Score -2607478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -2607479.750000 Penalty: 4952.753418
	Iteration 22Q: 3 clusters Score -2607480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2607485.750000 Penalty: 4952.753418
	Iteration 23Q: 3 clusters Score -2607486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2607496.750000 Penalty: 4952.753418
	Iteration 24Q: 3 clusters Score -2607497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2607497.750000 Penalty: 4952.753418
	Iteration 25Q: 3 clusters Score -2607498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2607495.000000 Penalty: 4952.753418
	Iteration 26Q: 3 clusters Score -2607495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2607495.000000 Penalty: 4952.753418
	Iteration 27F: 3 clusters Score -2607495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Entering Unmasked Estep 
Score: -1631179.250000 Penalty: 2350.581543
	Iteration 0F: 2 clusters Score -1631179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1621548.250000 Penalty: 4701.163086
	Iteration 0F: 3 clusters Score -1621548 nChanged 5522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1624521.625000 Penalty: 4701.163086
	Iteration 1F: 3 clusters Score -1624522 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1624882.000000 Penalty: 4701.163086
	Iteration 2F: 3 clusters Score -1624882 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1625172.750000 Penalty: 4701.163086
	Iteration 3Q: 3 clusters Score -1625173 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1625450.500000 Penalty: 4701.163086
	Iteration 4Q: 3 clusters Score -1625450 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1625778.750000 Penalty: 4701.163086
	Iteration 5Q: 3 clusters Score -1625779 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1626130.500000 Penalty: 4701.163086
	Iteration 6Q: 3 clusters Score -1626130 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1626494.000000 Penalty: 4701.163086
	Iteration 7Q: 3 clusters Score -1626494 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1626894.375000 Penalty: 4701.163086
	Iteration 8Q: 3 clusters Score -1626894 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1627315.250000 Penalty: 4701.163086
	Iteration 9Q: 3 clusters Score -1627315 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1627815.750000 Penalty: 4701.163086
	Iteration 10Q: 3 clusters Score -1627816 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -1628272.125000 Penalty: 4701.163086
	Iteration 11Q: 3 clusters Score -1628272 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1628615.250000 Penalty: 4701.163086
	Iteration 12Q: 3 clusters Score -1628615 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1628884.000000 Penalty: 4701.163086
	Iteration 13Q: 3 clusters Score -1628884 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1629064.125000 Penalty: 4701.163086
	Iteration 14Q: 3 clusters Score -1629064 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1629180.625000 Penalty: 4701.163086
	Iteration 15Q: 3 clusters Score -1629181 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1629235.000000 Penalty: 4701.163086
	Iteration 16Q: 3 clusters Score -1629235 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1629279.750000 Penalty: 4701.163086
	Iteration 17Q: 3 clusters Score -1629280 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1629302.625000 Penalty: 4701.163086
	Iteration 18Q: 3 clusters Score -1629303 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1629320.875000 Penalty: 4701.163086
	Iteration 19Q: 3 clusters Score -1629321 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1629333.000000 Penalty: 4701.163086
	Iteration 20F: 3 clusters Score -1629333 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1629342.500000 Penalty: 4701.163086
	Iteration 21Q: 3 clusters Score -1629342 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1629350.250000 Penalty: 4701.163086
	Iteration 22Q: 3 clusters Score -1629350 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1629350.875000 Penalty: 4701.163086
	Iteration 23Q: 3 clusters Score -1629351 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1629358.000000 Penalty: 4701.163086
	Iteration 24Q: 3 clusters Score -1629358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1629359.875000 Penalty: 4701.163086
	Iteration 25Q: 3 clusters Score -1629360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1629360.500000 Penalty: 4701.163086
	Iteration 26Q: 3 clusters Score -1629360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1629354.000000 Penalty: 4701.163086
	Iteration 27Q: 3 clusters Score -1629354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1629360.500000 Penalty: 4701.163086
	Iteration 28Q: 3 clusters Score -1629360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1629361.000000 Penalty: 4701.163086
	Iteration 29Q: 3 clusters Score -1629361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1629358.125000 Penalty: 4701.163086
	Iteration 30Q: 3 clusters Score -1629358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1629361.000000 Penalty: 4701.163086
	Iteration 31Q: 3 clusters Score -1629361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1629360.000000 Penalty: 4701.163086
	Iteration 32Q: 3 clusters Score -1629360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1629358.625000 Penalty: 4701.163086
	Iteration 33Q: 3 clusters Score -1629359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1629359.000000 Penalty: 4701.163086
	Iteration 34Q: 3 clusters Score -1629359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1629359.000000 Penalty: 4701.163086
	Iteration 35F: 3 clusters Score -1629359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (52363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52363 members 
Entering Unmasked Estep 
Score: -6573703.500000 Penalty: 2694.756836
	Iteration 0F: 2 clusters Score -6573704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -6538407.000000 Penalty: 5389.513672
	Iteration 0F: 3 clusters Score -6538407 nChanged 24111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
Score: -6551569.500000 Penalty: 5389.513672
	Iteration 1F: 3 clusters Score -6551570 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 25473 members 
Entering Unmasked Estep 
Score: -6552153.000000 Penalty: 5389.513672
	Iteration 2Q: 3 clusters Score -6552153 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -6552668.500000 Penalty: 5389.513672
	Iteration 3Q: 3 clusters Score -6552668 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 24791 members 
Entering Unmasked Estep 
Score: -6553127.000000 Penalty: 5389.513672
	Iteration 4Q: 3 clusters Score -6553127 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 24215 members 
Entering Unmasked Estep 
Score: -6553647.000000 Penalty: 5389.513672
	Iteration 5Q: 3 clusters Score -6553647 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28981 members 
Mstep: Class 2 contains 23382 members 
Entering Unmasked Estep 
Score: -6554223.000000 Penalty: 5389.513672
	Iteration 6Q: 3 clusters Score -6554223 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -6555013.500000 Penalty: 5389.513672
	Iteration 7Q: 3 clusters Score -6555014 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31634 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -6556096.500000 Penalty: 5389.513672
	Iteration 8Q: 3 clusters Score -6556096 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33570 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -6557741.000000 Penalty: 5389.513672
	Iteration 9F: 3 clusters Score -6557741 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -6559847.000000 Penalty: 5389.513672
	Iteration 10F: 3 clusters Score -6559847 nChanged 2953
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38057 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -6562366 nChanged 2688
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39925 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
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	Iteration 12F: 3 clusters Score -6564586 nChanged 2149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41182 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -6566222 nChanged 1599
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42051 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -6567445 nChanged 1095
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Mstep: Class 1 contains 42620 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -6568182 nChanged 842
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Mstep: Class 1 contains 43100 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -6568682 nChanged 667
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Mstep: Class 1 contains 43459 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6569014 nChanged 574
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Mstep: Class 1 contains 43755 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -6569268 nChanged 499
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Mstep: Class 1 contains 43980 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -6569441 nChanged 433
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Mstep: Class 1 contains 44165 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -6569550 nChanged 389
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Mstep: Class 1 contains 44348 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -6569696 nChanged 340
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Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -6569782 nChanged 310
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Mstep: Class 1 contains 44668 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -6569852 nChanged 268
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Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6569922 nChanged 226
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Mstep: Class 1 contains 44876 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -6569967 nChanged 204
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Mstep: Class 1 contains 44962 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -6570018 nChanged 203
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Mstep: Class 1 contains 45035 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -6570061 nChanged 218
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Mstep: Class 1 contains 45129 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -6570107.500000 Penalty: 5389.513672
	Iteration 28Q: 3 clusters Score -6570108 nChanged 199
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Mstep: Class 1 contains 45232 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -6570152.500000 Penalty: 5389.513672
	Iteration 29Q: 3 clusters Score -6570152 nChanged 178
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Mstep: Class 1 contains 45336 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -6570205 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45430 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -6570219 nChanged 128
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Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -6570244.500000 Penalty: 5389.513672
	Iteration 32Q: 3 clusters Score -6570244 nChanged 113
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Mstep: Class 1 contains 45591 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6570284 nChanged 109
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Mstep: Class 1 contains 45674 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6570297 nChanged 112
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Mstep: Class 1 contains 45762 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6570312 nChanged 122
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Mstep: Class 1 contains 45862 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -6570321 nChanged 126
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Mstep: Class 1 contains 45960 members 
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Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6570318 nChanged 125
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Mstep: Class 1 contains 46061 members 
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6570346 nChanged 112
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Mstep: Class 1 contains 46163 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6570372 nChanged 116
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Mstep: Class 1 contains 46261 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -6570381.500000 Penalty: 5389.513672
	Iteration 40F: 3 clusters Score -6570382 nChanged 113
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Mstep: Class 1 contains 46356 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6570406 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46473 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -6570426 nChanged 141
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Mstep: Class 1 contains 46602 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -6570463 nChanged 148
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Mstep: Class 1 contains 46734 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6570487 nChanged 129
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Mstep: Class 1 contains 46845 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6570488 nChanged 127
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Mstep: Class 1 contains 46964 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6570513 nChanged 128
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Mstep: Class 1 contains 47088 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -6570556 nChanged 120
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47190 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -6570576 nChanged 122
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Mstep: Class 1 contains 47298 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6570586 nChanged 144
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Mstep: Class 1 contains 47426 members 
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -6570615 nChanged 136
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47552 members 
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -6570670 nChanged 122
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Mstep: Class 1 contains 47662 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -6570672 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47760 members 
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	Iteration 53Q: 3 clusters Score -6570698 nChanged 102
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Mstep: Class 1 contains 47858 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -6570732 nChanged 95
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Mstep: Class 1 contains 47947 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6570723 nChanged 81
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Mstep: Class 1 contains 48028 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6570734 nChanged 81
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Mstep: Class 1 contains 48107 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6570742 nChanged 90
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Mstep: Class 1 contains 48195 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6570772 nChanged 98
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Mstep: Class 1 contains 48293 members 
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	Iteration 59Q: 3 clusters Score -6570802 nChanged 77
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Mstep: Class 1 contains 48370 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6570824 nChanged 101
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Mstep: Class 1 contains 48467 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -6570856 nChanged 94
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Mstep: Class 1 contains 48559 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6570872 nChanged 89
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Mstep: Class 1 contains 48644 members 
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	Iteration 63Q: 3 clusters Score -6570880 nChanged 80
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Mstep: Class 1 contains 48724 members 
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	Iteration 64Q: 3 clusters Score -6570901 nChanged 61
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Mstep: Class 1 contains 48785 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6570914 nChanged 63
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	Iteration 66Q: 3 clusters Score -6570918 nChanged 53
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6570931 nChanged 52
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Mstep: Class 1 contains 48949 members 
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	Iteration 68Q: 3 clusters Score -6570946 nChanged 51
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Mstep: Class 1 contains 48996 members 
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	Iteration 69Q: 3 clusters Score -6570954 nChanged 55
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	Iteration 70Q: 3 clusters Score -6570930 nChanged 49
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Mstep: Class 1 contains 49096 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6570938 nChanged 42
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Mstep: Class 1 contains 49138 members 
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	Iteration 72Q: 3 clusters Score -6570960 nChanged 37
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Mstep: Class 1 contains 49175 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -6570976 nChanged 37
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Mstep: Class 1 contains 49212 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6570966 nChanged 24
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -6570972 nChanged 29
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	Iteration 76Q: 3 clusters Score -6570979 nChanged 26
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	Iteration 77Q: 3 clusters Score -6570981 nChanged 27
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	Iteration 78Q: 3 clusters Score -6570982 nChanged 22
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	Iteration 79Q: 3 clusters Score -6570988 nChanged 26
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	Iteration 80F: 3 clusters Score -6571004 nChanged 21
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	Iteration 81Q: 3 clusters Score -6571000 nChanged 21
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	Iteration 82Q: 3 clusters Score -6570994 nChanged 30
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	Iteration 83Q: 3 clusters Score -6571005 nChanged 26
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	Iteration 84Q: 3 clusters Score -6571012 nChanged 28
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	Iteration 85Q: 3 clusters Score -6571027 nChanged 29
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	Iteration 86Q: 3 clusters Score -6571027 nChanged 27
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	Iteration 87Q: 3 clusters Score -6571034 nChanged 27
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	Iteration 88Q: 3 clusters Score -6571058 nChanged 32
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	Iteration 89Q: 3 clusters Score -6571060 nChanged 33
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	Iteration 91Q: 3 clusters Score -6571084 nChanged 34
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	Iteration 92Q: 3 clusters Score -6571094 nChanged 33
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	Iteration 93Q: 3 clusters Score -6571107 nChanged 21
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	Iteration 94Q: 3 clusters Score -6571116 nChanged 27
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	Iteration 95Q: 3 clusters Score -6571131 nChanged 23
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	Iteration 96Q: 3 clusters Score -6571134 nChanged 24
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	Iteration 97Q: 3 clusters Score -6571129 nChanged 27
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	Iteration 98Q: 3 clusters Score -6571137 nChanged 28
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	Iteration 99Q: 3 clusters Score -6571135 nChanged 31
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	Iteration 100F: 3 clusters Score -6571150 nChanged 27
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	Iteration 101Q: 3 clusters Score -6571150 nChanged 26
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	Iteration 102Q: 3 clusters Score -6571167 nChanged 32
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	Iteration 103Q: 3 clusters Score -6571168 nChanged 29
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	Iteration 104Q: 3 clusters Score -6571166 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50016 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -6571193.000000 Penalty: 5389.513672
	Iteration 105Q: 3 clusters Score -6571193 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50044 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -6571179.500000 Penalty: 5389.513672
	Iteration 106Q: 3 clusters Score -6571180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50063 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -6571186.000000 Penalty: 5389.513672
	Iteration 107Q: 3 clusters Score -6571186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50080 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -6571192.500000 Penalty: 5389.513672
	Iteration 108Q: 3 clusters Score -6571192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50100 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -6571192.000000 Penalty: 5389.513672
	Iteration 109Q: 3 clusters Score -6571192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50118 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -6571185.500000 Penalty: 5389.513672
	Iteration 110Q: 3 clusters Score -6571186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50137 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -6571199.000000 Penalty: 5389.513672
	Iteration 111Q: 3 clusters Score -6571199 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50153 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -6571202.000000 Penalty: 5389.513672
	Iteration 112Q: 3 clusters Score -6571202 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50175 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -6571202.500000 Penalty: 5389.513672
	Iteration 113Q: 3 clusters Score -6571202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50188 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -6571209.500000 Penalty: 5389.513672
	Iteration 114Q: 3 clusters Score -6571210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50198 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -6571216.000000 Penalty: 5389.513672
	Iteration 115Q: 3 clusters Score -6571216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50214 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -6571222.000000 Penalty: 5389.513672
	Iteration 116Q: 3 clusters Score -6571222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50230 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -6571223.000000 Penalty: 5389.513672
	Iteration 117Q: 3 clusters Score -6571223 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50248 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -6571216.500000 Penalty: 5389.513672
	Iteration 118Q: 3 clusters Score -6571216 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50268 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -6571228.000000 Penalty: 5389.513672
	Iteration 119Q: 3 clusters Score -6571228 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50288 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -6571240.000000 Penalty: 5389.513672
	Iteration 120F: 3 clusters Score -6571240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50304 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -6571242.500000 Penalty: 5389.513672
	Iteration 121Q: 3 clusters Score -6571242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50320 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -6571244.000000 Penalty: 5389.513672
	Iteration 122Q: 3 clusters Score -6571244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50336 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -6571255.000000 Penalty: 5389.513672
	Iteration 123Q: 3 clusters Score -6571255 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50346 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -6571253.500000 Penalty: 5389.513672
	Iteration 124Q: 3 clusters Score -6571254 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50363 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -6571257.000000 Penalty: 5389.513672
	Iteration 125Q: 3 clusters Score -6571257 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50387 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -6571261.000000 Penalty: 5389.513672
	Iteration 126Q: 3 clusters Score -6571261 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50409 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -6571260.000000 Penalty: 5389.513672
	Iteration 127Q: 3 clusters Score -6571260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50428 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -6571275.500000 Penalty: 5389.513672
	Iteration 128Q: 3 clusters Score -6571276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50447 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -6571270.000000 Penalty: 5389.513672
	Iteration 129Q: 3 clusters Score -6571270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50454 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -6571281.000000 Penalty: 5389.513672
	Iteration 130Q: 3 clusters Score -6571281 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50465 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -6571295.000000 Penalty: 5389.513672
	Iteration 131Q: 3 clusters Score -6571295 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50476 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -6571297.500000 Penalty: 5389.513672
	Iteration 132Q: 3 clusters Score -6571298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50495 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -6571298.000000 Penalty: 5389.513672
	Iteration 133Q: 3 clusters Score -6571298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50516 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -6571301.500000 Penalty: 5389.513672
	Iteration 134Q: 3 clusters Score -6571302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50535 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -6571313.000000 Penalty: 5389.513672
	Iteration 135Q: 3 clusters Score -6571313 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50553 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -6571318.000000 Penalty: 5389.513672
	Iteration 136Q: 3 clusters Score -6571318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50570 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -6571317.500000 Penalty: 5389.513672
	Iteration 137Q: 3 clusters Score -6571318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50581 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -6571317.500000 Penalty: 5389.513672
	Iteration 138Q: 3 clusters Score -6571318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50593 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -6571330.000000 Penalty: 5389.513672
	Iteration 139Q: 3 clusters Score -6571330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50607 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -6571338.000000 Penalty: 5389.513672
	Iteration 140F: 3 clusters Score -6571338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50618 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -6571342.500000 Penalty: 5389.513672
	Iteration 141Q: 3 clusters Score -6571342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50631 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -6571340.000000 Penalty: 5389.513672
	Iteration 142Q: 3 clusters Score -6571340 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50642 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -6571340.500000 Penalty: 5389.513672
	Iteration 143Q: 3 clusters Score -6571340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50654 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -6571342.000000 Penalty: 5389.513672
	Iteration 144Q: 3 clusters Score -6571342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50660 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -6571342.500000 Penalty: 5389.513672
	Iteration 145Q: 3 clusters Score -6571342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50664 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -6571346.000000 Penalty: 5389.513672
	Iteration 146Q: 3 clusters Score -6571346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50668 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -6571348.000000 Penalty: 5389.513672
	Iteration 147Q: 3 clusters Score -6571348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50675 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -6571358.000000 Penalty: 5389.513672
	Iteration 148Q: 3 clusters Score -6571358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50680 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -6571356.000000 Penalty: 5389.513672
	Iteration 149Q: 3 clusters Score -6571356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50685 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -6571359.500000 Penalty: 5389.513672
	Iteration 150Q: 3 clusters Score -6571360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50686 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -6571356.500000 Penalty: 5389.513672
	Iteration 151Q: 3 clusters Score -6571356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50687 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -6571352.500000 Penalty: 5389.513672
	Iteration 152Q: 3 clusters Score -6571352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50688 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -6571353.000000 Penalty: 5389.513672
	Iteration 153Q: 3 clusters Score -6571353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50688 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -6571353.000000 Penalty: 5389.513672
	Iteration 154F: 3 clusters Score -6571353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (35515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35515 members 
Entering Unmasked Estep 
Score: -4486684.500000 Penalty: 2598.472168
	Iteration 0F: 2 clusters Score -4486684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -4462372.500000 Penalty: 5196.944336
	Iteration 0F: 3 clusters Score -4462372 nChanged 16196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -4471085.000000 Penalty: 5196.944336
	Iteration 1F: 3 clusters Score -4471085 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -4471539.000000 Penalty: 5196.944336
	Iteration 2Q: 3 clusters Score -4471539 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -4471944.500000 Penalty: 5196.944336
	Iteration 3Q: 3 clusters Score -4471944 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -4472290.000000 Penalty: 5196.944336
	Iteration 4Q: 3 clusters Score -4472290 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -4472659.500000 Penalty: 5196.944336
	Iteration 5Q: 3 clusters Score -4472660 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21253 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -4473132.500000 Penalty: 5196.944336
	Iteration 6Q: 3 clusters Score -4473132 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -4473851.000000 Penalty: 5196.944336
	Iteration 7Q: 3 clusters Score -4473851 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -4474879.500000 Penalty: 5196.944336
	Iteration 8F: 3 clusters Score -4474880 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -4476562.500000 Penalty: 5196.944336
	Iteration 9F: 3 clusters Score -4476562 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -4478781.000000 Penalty: 5196.944336
	Iteration 10F: 3 clusters Score -4478781 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31894 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -4481050.500000 Penalty: 5196.944336
	Iteration 11F: 3 clusters Score -4481050 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33635 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -4482689.000000 Penalty: 5196.944336
	Iteration 12Q: 3 clusters Score -4482689 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34590 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -4483549.000000 Penalty: 5196.944336
	Iteration 13Q: 3 clusters Score -4483549 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34993 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4483983.000000 Penalty: 5196.944336
	Iteration 14Q: 3 clusters Score -4483983 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35151 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -4484156.000000 Penalty: 5196.944336
	Iteration 15Q: 3 clusters Score -4484156 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35207 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4484241.500000 Penalty: 5196.944336
	Iteration 16Q: 3 clusters Score -4484242 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35237 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -4484299.000000 Penalty: 5196.944336
	Iteration 17Q: 3 clusters Score -4484299 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -4484322.000000 Penalty: 5196.944336
	Iteration 18Q: 3 clusters Score -4484322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -4484340.500000 Penalty: 5196.944336
	Iteration 19Q: 3 clusters Score -4484340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35266 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -4484358.000000 Penalty: 5196.944336
	Iteration 20F: 3 clusters Score -4484358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35272 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4484371.500000 Penalty: 5196.944336
	Iteration 21Q: 3 clusters Score -4484372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35277 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4484380.500000 Penalty: 5196.944336
	Iteration 22Q: 3 clusters Score -4484380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -4484382.500000 Penalty: 5196.944336
	Iteration 23Q: 3 clusters Score -4484382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35277 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4484384.000000 Penalty: 5196.944336
	Iteration 24Q: 3 clusters Score -4484384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35279 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4484386.000000 Penalty: 5196.944336
	Iteration 25Q: 3 clusters Score -4484386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35279 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4484386.000000 Penalty: 5196.944336
	Iteration 26F: 3 clusters Score -4484386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Entering Unmasked Estep 
Score: -760171.062500 Penalty: 2158.140137
	Iteration 0F: 2 clusters Score -760171.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -755034.437500 Penalty: 4316.280273
	Iteration 0F: 3 clusters Score -755034.4 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -756319.062500 Penalty: 4316.280273
	Iteration 1F: 3 clusters Score -756319.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -756529.250000 Penalty: 4316.280273
	Iteration 2F: 3 clusters Score -756529.2 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -756661.937500 Penalty: 4316.280273
	Iteration 3Q: 3 clusters Score -756661.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -756731.187500 Penalty: 4316.280273
	Iteration 4Q: 3 clusters Score -756731.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -756781.250000 Penalty: 4316.280273
	Iteration 5Q: 3 clusters Score -756781.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -756827.062500 Penalty: 4316.280273
	Iteration 6Q: 3 clusters Score -756827.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -756860.062500 Penalty: 4316.280273
	Iteration 7Q: 3 clusters Score -756860.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -756888.625000 Penalty: 4316.280273
	Iteration 8Q: 3 clusters Score -756888.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -756908.562500 Penalty: 4316.280273
	Iteration 9Q: 3 clusters Score -756908.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -756929.250000 Penalty: 4316.280273
	Iteration 10Q: 3 clusters Score -756929.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -756945.937500 Penalty: 4316.280273
	Iteration 11Q: 3 clusters Score -756945.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -756963.250000 Penalty: 4316.280273
	Iteration 12Q: 3 clusters Score -756963.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -756982.437500 Penalty: 4316.280273
	Iteration 13Q: 3 clusters Score -756982.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -756997.875000 Penalty: 4316.280273
	Iteration 14Q: 3 clusters Score -756997.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -757016.625000 Penalty: 4316.280273
	Iteration 15Q: 3 clusters Score -757016.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -757035.500000 Penalty: 4316.280273
	Iteration 16Q: 3 clusters Score -757035.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -757055.687500 Penalty: 4316.280273
	Iteration 17Q: 3 clusters Score -757055.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -757077.250000 Penalty: 4316.280273
	Iteration 18Q: 3 clusters Score -757077.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -757092.562500 Penalty: 4316.280273
	Iteration 19Q: 3 clusters Score -757092.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -757111.500000 Penalty: 4316.280273
	Iteration 20F: 3 clusters Score -757111.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -757129.125000 Penalty: 4316.280273
	Iteration 21Q: 3 clusters Score -757129.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -757144.812500 Penalty: 4316.280273
	Iteration 22Q: 3 clusters Score -757144.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -757154.562500 Penalty: 4316.280273
	Iteration 23Q: 3 clusters Score -757154.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -757168.250000 Penalty: 4316.280273
	Iteration 24Q: 3 clusters Score -757168.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -757178.062500 Penalty: 4316.280273
	Iteration 25Q: 3 clusters Score -757178.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -757194.500000 Penalty: 4316.280273
	Iteration 26Q: 3 clusters Score -757194.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -757214.250000 Penalty: 4316.280273
	Iteration 27Q: 3 clusters Score -757214.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -757237.250000 Penalty: 4316.280273
	Iteration 28Q: 3 clusters Score -757237.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -757264.437500 Penalty: 4316.280273
	Iteration 29Q: 3 clusters Score -757264.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -757285.437500 Penalty: 4316.280273
	Iteration 30Q: 3 clusters Score -757285.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -757318.875000 Penalty: 4316.280273
	Iteration 31Q: 3 clusters Score -757318.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -757352.875000 Penalty: 4316.280273
	Iteration 32Q: 3 clusters Score -757352.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -757385.937500 Penalty: 4316.280273
	Iteration 33Q: 3 clusters Score -757385.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -757419.187500 Penalty: 4316.280273
	Iteration 34Q: 3 clusters Score -757419.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -757459.187500 Penalty: 4316.280273
	Iteration 35Q: 3 clusters Score -757459.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -757505.937500 Penalty: 4316.280273
	Iteration 36Q: 3 clusters Score -757505.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -757552.125000 Penalty: 4316.280273
	Iteration 37Q: 3 clusters Score -757552.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -757600.312500 Penalty: 4316.280273
	Iteration 38Q: 3 clusters Score -757600.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -757660.062500 Penalty: 4316.280273
	Iteration 39Q: 3 clusters Score -757660.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -757728.312500 Penalty: 4316.280273
	Iteration 40F: 3 clusters Score -757728.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -757807.187500 Penalty: 4316.280273
	Iteration 41Q: 3 clusters Score -757807.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -757890.187500 Penalty: 4316.280273
	Iteration 42Q: 3 clusters Score -757890.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -757994.437500 Penalty: 4316.280273
	Iteration 43Q: 3 clusters Score -757994.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -758083.562500 Penalty: 4316.280273
	Iteration 44Q: 3 clusters Score -758083.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -758164.437500 Penalty: 4316.280273
	Iteration 45Q: 3 clusters Score -758164.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -758227.250000 Penalty: 4316.280273
	Iteration 46Q: 3 clusters Score -758227.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -758278.437500 Penalty: 4316.280273
	Iteration 47Q: 3 clusters Score -758278.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -758305.250000 Penalty: 4316.280273
	Iteration 48Q: 3 clusters Score -758305.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -758325.437500 Penalty: 4316.280273
	Iteration 49Q: 3 clusters Score -758325.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -758336.312500 Penalty: 4316.280273
	Iteration 50Q: 3 clusters Score -758336.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -758341.625000 Penalty: 4316.280273
	Iteration 51Q: 3 clusters Score -758341.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -758344.312500 Penalty: 4316.280273
	Iteration 52Q: 3 clusters Score -758344.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -758344.000000 Penalty: 4316.280273
	Iteration 53Q: 3 clusters Score -758344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -758346.250000 Penalty: 4316.280273
	Iteration 54Q: 3 clusters Score -758346.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -758348.750000 Penalty: 4316.280273
	Iteration 55Q: 3 clusters Score -758348.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -758348.312500 Penalty: 4316.280273
	Iteration 56Q: 3 clusters Score -758348.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -758352.062500 Penalty: 4316.280273
	Iteration 57Q: 3 clusters Score -758352.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -758352.875000 Penalty: 4316.280273
	Iteration 58Q: 3 clusters Score -758352.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -758356.562500 Penalty: 4316.280273
	Iteration 59Q: 3 clusters Score -758356.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -758354.750000 Penalty: 4316.280273
	Iteration 60F: 3 clusters Score -758354.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -758355.375000 Penalty: 4316.280273
	Iteration 61Q: 3 clusters Score -758355.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -758356.875000 Penalty: 4316.280273
	Iteration 62Q: 3 clusters Score -758356.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -758356.875000 Penalty: 4316.280273
	Iteration 63F: 3 clusters Score -758356.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -343917.625000 Penalty: 1967.225830
	Iteration 0F: 2 clusters Score -343917.6 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 1370 members 
Entering Unmasked Estep 
Score: -340760.031250 Penalty: 3934.451660
	Iteration 0F: 3 clusters Score -340760 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -341372.187500 Penalty: 3934.451660
	Iteration 1F: 3 clusters Score -341372.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -341504.187500 Penalty: 3934.451660
	Iteration 2F: 3 clusters Score -341504.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -341591.281250 Penalty: 3934.451660
	Iteration 3Q: 3 clusters Score -341591.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -341648.593750 Penalty: 3934.451660
	Iteration 4Q: 3 clusters Score -341648.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -341687.781250 Penalty: 3934.451660
	Iteration 5Q: 3 clusters Score -341687.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -341711.125000 Penalty: 3934.451660
	Iteration 6Q: 3 clusters Score -341711.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -341730.968750 Penalty: 3934.451660
	Iteration 7Q: 3 clusters Score -341731 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -341750.750000 Penalty: 3934.451660
	Iteration 8Q: 3 clusters Score -341750.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -341772.875000 Penalty: 3934.451660
	Iteration 9Q: 3 clusters Score -341772.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -341788.062500 Penalty: 3934.451660
	Iteration 10Q: 3 clusters Score -341788.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -341794.000000 Penalty: 3934.451660
	Iteration 11Q: 3 clusters Score -341794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -341800.937500 Penalty: 3934.451660
	Iteration 12Q: 3 clusters Score -341800.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -341806.093750 Penalty: 3934.451660
	Iteration 13Q: 3 clusters Score -341806.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -341812.281250 Penalty: 3934.451660
	Iteration 14Q: 3 clusters Score -341812.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -341816.531250 Penalty: 3934.451660
	Iteration 15Q: 3 clusters Score -341816.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -341822.468750 Penalty: 3934.451660
	Iteration 16Q: 3 clusters Score -341822.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -341829.718750 Penalty: 3934.451660
	Iteration 17Q: 3 clusters Score -341829.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -341835.187500 Penalty: 3934.451660
	Iteration 18Q: 3 clusters Score -341835.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -341837.812500 Penalty: 3934.451660
	Iteration 19Q: 3 clusters Score -341837.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -341841.562500 Penalty: 3934.451660
	Iteration 20F: 3 clusters Score -341841.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -341842.593750 Penalty: 3934.451660
	Iteration 21Q: 3 clusters Score -341842.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -341843.937500 Penalty: 3934.451660
	Iteration 22Q: 3 clusters Score -341843.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -341845.625000 Penalty: 3934.451660
	Iteration 23Q: 3 clusters Score -341845.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -341847.875000 Penalty: 3934.451660
	Iteration 24Q: 3 clusters Score -341847.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -341851.312500 Penalty: 3934.451660
	Iteration 25Q: 3 clusters Score -341851.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -341855.000000 Penalty: 3934.451660
	Iteration 26Q: 3 clusters Score -341855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -341857.281250 Penalty: 3934.451660
	Iteration 27Q: 3 clusters Score -341857.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -341859.031250 Penalty: 3934.451660
	Iteration 28Q: 3 clusters Score -341859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -341860.812500 Penalty: 3934.451660
	Iteration 29Q: 3 clusters Score -341860.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -341861.593750 Penalty: 3934.451660
	Iteration 30Q: 3 clusters Score -341861.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -341862.843750 Penalty: 3934.451660
	Iteration 31Q: 3 clusters Score -341862.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -341863.375000 Penalty: 3934.451660
	Iteration 32Q: 3 clusters Score -341863.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -341864.593750 Penalty: 3934.451660
	Iteration 33Q: 3 clusters Score -341864.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -341864.437500 Penalty: 3934.451660
	Iteration 34Q: 3 clusters Score -341864.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -341864.906250 Penalty: 3934.451660
	Iteration 35Q: 3 clusters Score -341864.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -341865.250000 Penalty: 3934.451660
	Iteration 36Q: 3 clusters Score -341865.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -341865.250000 Penalty: 3934.451660
	Iteration 37Q: 3 clusters Score -341865.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -341866.062500 Penalty: 3934.451660
	Iteration 38Q: 3 clusters Score -341866.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -341866.062500 Penalty: 3934.451660
	Iteration 39F: 3 clusters Score -341866.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (31057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Entering Unmasked Estep 
Score: -3933874.750000 Penalty: 2565.207764
	Iteration 0F: 2 clusters Score -3933875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -3912522.500000 Penalty: 5130.415527
	Iteration 0F: 3 clusters Score -3912522 nChanged 14045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -3920194.250000 Penalty: 5130.415527
	Iteration 1F: 3 clusters Score -3920194 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -3920802.750000 Penalty: 5130.415527
	Iteration 2Q: 3 clusters Score -3920803 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -3921449.250000 Penalty: 5130.415527
	Iteration 3Q: 3 clusters Score -3921449 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -3922087.500000 Penalty: 5130.415527
	Iteration 4Q: 3 clusters Score -3922088 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -3922701.250000 Penalty: 5130.415527
	Iteration 5Q: 3 clusters Score -3922701 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 11152 members 
Entering Unmasked Estep 
Score: -3923565.000000 Penalty: 5130.415527
	Iteration 6F: 3 clusters Score -3923565 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -3924788.000000 Penalty: 5130.415527
	Iteration 7F: 3 clusters Score -3924788 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -3926516.250000 Penalty: 5130.415527
	Iteration 8F: 3 clusters Score -3926516 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -3928478.750000 Penalty: 5130.415527
	Iteration 9F: 3 clusters Score -3928479 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27669 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -3930161.750000 Penalty: 5130.415527
	Iteration 10F: 3 clusters Score -3930162 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -3931295.750000 Penalty: 5130.415527
	Iteration 11Q: 3 clusters Score -3931296 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29390 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -3931949.250000 Penalty: 5130.415527
	Iteration 12Q: 3 clusters Score -3931949 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29690 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -3932260.000000 Penalty: 5130.415527
	Iteration 13Q: 3 clusters Score -3932260 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3932436.250000 Penalty: 5130.415527
	Iteration 14Q: 3 clusters Score -3932436 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -3932522.000000 Penalty: 5130.415527
	Iteration 15Q: 3 clusters Score -3932522 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3932582.500000 Penalty: 5130.415527
	Iteration 16Q: 3 clusters Score -3932582 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30070 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3932627.250000 Penalty: 5130.415527
	Iteration 17Q: 3 clusters Score -3932627 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30106 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3932657.500000 Penalty: 5130.415527
	Iteration 18Q: 3 clusters Score -3932658 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30126 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3932674.750000 Penalty: 5130.415527
	Iteration 19Q: 3 clusters Score -3932675 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3932688.250000 Penalty: 5130.415527
	Iteration 20F: 3 clusters Score -3932688 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30165 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -3932692.500000 Penalty: 5130.415527
	Iteration 21Q: 3 clusters Score -3932692 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3932698.000000 Penalty: 5130.415527
	Iteration 22Q: 3 clusters Score -3932698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3932700.000000 Penalty: 5130.415527
	Iteration 23Q: 3 clusters Score -3932700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30194 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3932699.500000 Penalty: 5130.415527
	Iteration 24Q: 3 clusters Score -3932700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -3932698.750000 Penalty: 5130.415527
	Iteration 25Q: 3 clusters Score -3932699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30198 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3932704.250000 Penalty: 5130.415527
	Iteration 26Q: 3 clusters Score -3932704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30199 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3932701.500000 Penalty: 5130.415527
	Iteration 27Q: 3 clusters Score -3932702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30199 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -3932701.500000 Penalty: 5130.415527
	Iteration 28F: 3 clusters Score -3932702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (27592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Entering Unmasked Estep 
Score: -3463785.250000 Penalty: 2535.869629
	Iteration 0F: 2 clusters Score -3463785 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 13750 members 
Entering Unmasked Estep 
Score: -3444762.000000 Penalty: 5071.739258
	Iteration 0F: 3 clusters Score -3444762 nChanged 12445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -3451457.750000 Penalty: 5071.739258
	Iteration 1F: 3 clusters Score -3451458 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -3451823.250000 Penalty: 5071.739258
	Iteration 2Q: 3 clusters Score -3451823 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -3452139.000000 Penalty: 5071.739258
	Iteration 3Q: 3 clusters Score -3452139 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -3452403.500000 Penalty: 5071.739258
	Iteration 4Q: 3 clusters Score -3452404 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -3452687.750000 Penalty: 5071.739258
	Iteration 5Q: 3 clusters Score -3452688 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -3453010.000000 Penalty: 5071.739258
	Iteration 6Q: 3 clusters Score -3453010 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -3453385.500000 Penalty: 5071.739258
	Iteration 7Q: 3 clusters Score -3453386 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -3453841.500000 Penalty: 5071.739258
	Iteration 8Q: 3 clusters Score -3453842 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -3454465.750000 Penalty: 5071.739258
	Iteration 9Q: 3 clusters Score -3454466 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -3455277.250000 Penalty: 5071.739258
	Iteration 10Q: 3 clusters Score -3455277 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -3456150.500000 Penalty: 5071.739258
	Iteration 11Q: 3 clusters Score -3456150 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -3457110.750000 Penalty: 5071.739258
	Iteration 12Q: 3 clusters Score -3457111 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22387 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -3458089.000000 Penalty: 5071.739258
	Iteration 13Q: 3 clusters Score -3458089 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -3458996.250000 Penalty: 5071.739258
	Iteration 14Q: 3 clusters Score -3458996 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -3459692.000000 Penalty: 5071.739258
	Iteration 15Q: 3 clusters Score -3459692 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -3460174.500000 Penalty: 5071.739258
	Iteration 16Q: 3 clusters Score -3460174 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -3460533.750000 Penalty: 5071.739258
	Iteration 17Q: 3 clusters Score -3460534 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -3460803.750000 Penalty: 5071.739258
	Iteration 18Q: 3 clusters Score -3460804 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3460986.500000 Penalty: 5071.739258
	Iteration 19Q: 3 clusters Score -3460986 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3461109.000000 Penalty: 5071.739258
	Iteration 20F: 3 clusters Score -3461109 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3461214.250000 Penalty: 5071.739258
	Iteration 21Q: 3 clusters Score -3461214 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3461285.250000 Penalty: 5071.739258
	Iteration 22Q: 3 clusters Score -3461285 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -3461339.500000 Penalty: 5071.739258
	Iteration 23Q: 3 clusters Score -3461340 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3461370.000000 Penalty: 5071.739258
	Iteration 24Q: 3 clusters Score -3461370 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -3461407.000000 Penalty: 5071.739258
	Iteration 25Q: 3 clusters Score -3461407 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3461432.000000 Penalty: 5071.739258
	Iteration 26Q: 3 clusters Score -3461432 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3461460.500000 Penalty: 5071.739258
	Iteration 27Q: 3 clusters Score -3461460 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3461485.250000 Penalty: 5071.739258
	Iteration 28Q: 3 clusters Score -3461485 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3461511.000000 Penalty: 5071.739258
	Iteration 29Q: 3 clusters Score -3461511 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3461522.000000 Penalty: 5071.739258
	Iteration 30Q: 3 clusters Score -3461522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3461534.000000 Penalty: 5071.739258
	Iteration 31Q: 3 clusters Score -3461534 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -3461535.500000 Penalty: 5071.739258
	Iteration 32Q: 3 clusters Score -3461536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26886 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3461541.250000 Penalty: 5071.739258
	Iteration 33Q: 3 clusters Score -3461541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3461551.500000 Penalty: 5071.739258
	Iteration 34Q: 3 clusters Score -3461552 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3461553.250000 Penalty: 5071.739258
	Iteration 35Q: 3 clusters Score -3461553 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26912 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3461554.500000 Penalty: 5071.739258
	Iteration 36Q: 3 clusters Score -3461554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3461558.250000 Penalty: 5071.739258
	Iteration 37Q: 3 clusters Score -3461558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3461565.500000 Penalty: 5071.739258
	Iteration 38Q: 3 clusters Score -3461566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3461558.500000 Penalty: 5071.739258
	Iteration 39Q: 3 clusters Score -3461558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3461565.250000 Penalty: 5071.739258
	Iteration 40F: 3 clusters Score -3461565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3461565.500000 Penalty: 5071.739258
	Iteration 41Q: 3 clusters Score -3461566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3461568.500000 Penalty: 5071.739258
	Iteration 42Q: 3 clusters Score -3461568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3461568.500000 Penalty: 5071.739258
	Iteration 43F: 3 clusters Score -3461568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6530 members 
Entering Unmasked Estep 
Score: -827360.437500 Penalty: 2178.472412
	Iteration 0F: 2 clusters Score -827360.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -821874.437500 Penalty: 4356.944824
	Iteration 0F: 3 clusters Score -821874.4 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -823251.937500 Penalty: 4356.944824
	Iteration 1F: 3 clusters Score -823251.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -823467.250000 Penalty: 4356.944824
	Iteration 2F: 3 clusters Score -823467.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -823606.812500 Penalty: 4356.944824
	Iteration 3Q: 3 clusters Score -823606.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -823707.937500 Penalty: 4356.944824
	Iteration 4Q: 3 clusters Score -823707.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -823769.562500 Penalty: 4356.944824
	Iteration 5Q: 3 clusters Score -823769.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -823804.875000 Penalty: 4356.944824
	Iteration 6Q: 3 clusters Score -823804.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -823833.312500 Penalty: 4356.944824
	Iteration 7Q: 3 clusters Score -823833.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -823854.187500 Penalty: 4356.944824
	Iteration 8Q: 3 clusters Score -823854.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -823875.750000 Penalty: 4356.944824
	Iteration 9Q: 3 clusters Score -823875.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -823891.125000 Penalty: 4356.944824
	Iteration 10Q: 3 clusters Score -823891.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -823906.875000 Penalty: 4356.944824
	Iteration 11Q: 3 clusters Score -823906.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -823922.812500 Penalty: 4356.944824
	Iteration 12Q: 3 clusters Score -823922.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -823937.875000 Penalty: 4356.944824
	Iteration 13Q: 3 clusters Score -823937.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -823957.437500 Penalty: 4356.944824
	Iteration 14Q: 3 clusters Score -823957.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -823976.500000 Penalty: 4356.944824
	Iteration 15Q: 3 clusters Score -823976.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -823996.437500 Penalty: 4356.944824
	Iteration 16Q: 3 clusters Score -823996.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -824014.625000 Penalty: 4356.944824
	Iteration 17Q: 3 clusters Score -824014.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -824032.625000 Penalty: 4356.944824
	Iteration 18Q: 3 clusters Score -824032.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -824059.500000 Penalty: 4356.944824
	Iteration 19Q: 3 clusters Score -824059.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -824080.625000 Penalty: 4356.944824
	Iteration 20F: 3 clusters Score -824080.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -824104.562500 Penalty: 4356.944824
	Iteration 21Q: 3 clusters Score -824104.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -824133.500000 Penalty: 4356.944824
	Iteration 22Q: 3 clusters Score -824133.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -824160.187500 Penalty: 4356.944824
	Iteration 23Q: 3 clusters Score -824160.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -824190.625000 Penalty: 4356.944824
	Iteration 24Q: 3 clusters Score -824190.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -824220.437500 Penalty: 4356.944824
	Iteration 25Q: 3 clusters Score -824220.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -824247.437500 Penalty: 4356.944824
	Iteration 26Q: 3 clusters Score -824247.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -824272.687500 Penalty: 4356.944824
	Iteration 27Q: 3 clusters Score -824272.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -824300.062500 Penalty: 4356.944824
	Iteration 28Q: 3 clusters Score -824300.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -824337.687500 Penalty: 4356.944824
	Iteration 29Q: 3 clusters Score -824337.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -824382.375000 Penalty: 4356.944824
	Iteration 30Q: 3 clusters Score -824382.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -824438.000000 Penalty: 4356.944824
	Iteration 31Q: 3 clusters Score -824438 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -824497.562500 Penalty: 4356.944824
	Iteration 32Q: 3 clusters Score -824497.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -824556.625000 Penalty: 4356.944824
	Iteration 33Q: 3 clusters Score -824556.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -824618.250000 Penalty: 4356.944824
	Iteration 34Q: 3 clusters Score -824618.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -824698.562500 Penalty: 4356.944824
	Iteration 35Q: 3 clusters Score -824698.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -824787.750000 Penalty: 4356.944824
	Iteration 36Q: 3 clusters Score -824787.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -824868.000000 Penalty: 4356.944824
	Iteration 37Q: 3 clusters Score -824868 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -824952.375000 Penalty: 4356.944824
	Iteration 38Q: 3 clusters Score -824952.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -825030.125000 Penalty: 4356.944824
	Iteration 39Q: 3 clusters Score -825030.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -825087.375000 Penalty: 4356.944824
	Iteration 40F: 3 clusters Score -825087.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -825140.687500 Penalty: 4356.944824
	Iteration 41Q: 3 clusters Score -825140.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -825193.562500 Penalty: 4356.944824
	Iteration 42Q: 3 clusters Score -825193.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -825242.875000 Penalty: 4356.944824
	Iteration 43Q: 3 clusters Score -825242.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -825284.437500 Penalty: 4356.944824
	Iteration 44Q: 3 clusters Score -825284.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -825319.312500 Penalty: 4356.944824
	Iteration 45Q: 3 clusters Score -825319.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -825346.812500 Penalty: 4356.944824
	Iteration 46Q: 3 clusters Score -825346.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -825371.875000 Penalty: 4356.944824
	Iteration 47Q: 3 clusters Score -825371.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -825387.875000 Penalty: 4356.944824
	Iteration 48Q: 3 clusters Score -825387.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -825399.000000 Penalty: 4356.944824
	Iteration 49Q: 3 clusters Score -825399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -825409.812500 Penalty: 4356.944824
	Iteration 50Q: 3 clusters Score -825409.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -825421.562500 Penalty: 4356.944824
	Iteration 51Q: 3 clusters Score -825421.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -825431.312500 Penalty: 4356.944824
	Iteration 52Q: 3 clusters Score -825431.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -825435.562500 Penalty: 4356.944824
	Iteration 53Q: 3 clusters Score -825435.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -825442.062500 Penalty: 4356.944824
	Iteration 54Q: 3 clusters Score -825442.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -825443.875000 Penalty: 4356.944824
	Iteration 55Q: 3 clusters Score -825443.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -825445.437500 Penalty: 4356.944824
	Iteration 56Q: 3 clusters Score -825445.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -825445.437500 Penalty: 4356.944824
	Iteration 57F: 3 clusters Score -825445.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (95055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95055 members 
Entering Unmasked Estep 
Score: -11945668.000000 Penalty: 2842.628174
	Iteration 0F: 2 clusters Score -1.194567e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47862 members 
Mstep: Class 2 contains 47193 members 
Entering Unmasked Estep 
Score: -11881882.000000 Penalty: 5685.256348
	Iteration 0F: 3 clusters Score -1.188188e+07 nChanged 45017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52629 members 
Mstep: Class 2 contains 42426 members 
Entering Unmasked Estep 
Score: -11908183.000000 Penalty: 5685.256348
	Iteration 1F: 3 clusters Score -1.190818e+07 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55519 members 
Mstep: Class 2 contains 39536 members 
Entering Unmasked Estep 
Score: -11909511.000000 Penalty: 5685.256348
	Iteration 2Q: 3 clusters Score -1.190951e+07 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59678 members 
Mstep: Class 2 contains 35377 members 
Entering Unmasked Estep 
Score: -11911834.000000 Penalty: 5685.256348
	Iteration 3F: 3 clusters Score -1.191183e+07 nChanged 6293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65549 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -11915957.000000 Penalty: 5685.256348
	Iteration 4F: 3 clusters Score -1.191596e+07 nChanged 7665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72990 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -11922239.000000 Penalty: 5685.256348
	Iteration 5F: 3 clusters Score -1.192224e+07 nChanged 7962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80824 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -11929919.000000 Penalty: 5685.256348
	Iteration 6F: 3 clusters Score -1.192992e+07 nChanged 6470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87234 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -11936328.000000 Penalty: 5685.256348
	Iteration 7F: 3 clusters Score -1.193633e+07 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91144 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -11940035.000000 Penalty: 5685.256348
	Iteration 8Q: 3 clusters Score -1.194004e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93134 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -11941773.000000 Penalty: 5685.256348
	Iteration 9Q: 3 clusters Score -1.194177e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93977 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -11942466.000000 Penalty: 5685.256348
	Iteration 10Q: 3 clusters Score -1.194247e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94323 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -11942798.000000 Penalty: 5685.256348
	Iteration 11Q: 3 clusters Score -1.19428e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94483 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -11942943.000000 Penalty: 5685.256348
	Iteration 12Q: 3 clusters Score -1.194294e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94562 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -11943037.000000 Penalty: 5685.256348
	Iteration 13Q: 3 clusters Score -1.194304e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94612 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -11943108.000000 Penalty: 5685.256348
	Iteration 14Q: 3 clusters Score -1.194311e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94639 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -11943138.000000 Penalty: 5685.256348
	Iteration 15Q: 3 clusters Score -1.194314e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94662 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -11943157.000000 Penalty: 5685.256348
	Iteration 16Q: 3 clusters Score -1.194316e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94671 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -11943179.000000 Penalty: 5685.256348
	Iteration 17Q: 3 clusters Score -1.194318e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94678 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -11943203.000000 Penalty: 5685.256348
	Iteration 18Q: 3 clusters Score -1.19432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94681 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -11943205.000000 Penalty: 5685.256348
	Iteration 19Q: 3 clusters Score -1.19432e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94685 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -11943207.000000 Penalty: 5685.256348
	Iteration 20F: 3 clusters Score -1.194321e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94690 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -11943216.000000 Penalty: 5685.256348
	Iteration 21Q: 3 clusters Score -1.194322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94692 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -11943216.000000 Penalty: 5685.256348
	Iteration 22Q: 3 clusters Score -1.194322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94695 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -11943229.000000 Penalty: 5685.256348
	Iteration 23Q: 3 clusters Score -1.194323e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94698 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -11943233.000000 Penalty: 5685.256348
	Iteration 24Q: 3 clusters Score -1.194323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94700 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -11943231.000000 Penalty: 5685.256348
	Iteration 25Q: 3 clusters Score -1.194323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94701 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -11943233.000000 Penalty: 5685.256348
	Iteration 26Q: 3 clusters Score -1.194323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94702 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -11943234.000000 Penalty: 5685.256348
	Iteration 27Q: 3 clusters Score -1.194323e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94704 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -11943245.000000 Penalty: 5685.256348
	Iteration 28Q: 3 clusters Score -1.194324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94706 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -11943246.000000 Penalty: 5685.256348
	Iteration 29Q: 3 clusters Score -1.194325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94708 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -11943248.000000 Penalty: 5685.256348
	Iteration 30Q: 3 clusters Score -1.194325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94710 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -11943262.000000 Penalty: 5685.256348
	Iteration 31Q: 3 clusters Score -1.194326e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94712 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -11943262.000000 Penalty: 5685.256348
	Iteration 32Q: 3 clusters Score -1.194326e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94712 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -11943262.000000 Penalty: 5685.256348
	Iteration 33F: 3 clusters Score -1.194326e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14621 members 
Entering Unmasked Estep 
Score: -1834576.125000 Penalty: 2378.373047
	Iteration 0F: 2 clusters Score -1834576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1823960.500000 Penalty: 4756.746094
	Iteration 0F: 3 clusters Score -1823960 nChanged 6286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1827233.125000 Penalty: 4756.746094
	Iteration 1F: 3 clusters Score -1827233 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1827556.375000 Penalty: 4756.746094
	Iteration 2F: 3 clusters Score -1827556 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1827750.750000 Penalty: 4756.746094
	Iteration 3Q: 3 clusters Score -1827751 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1827887.375000 Penalty: 4756.746094
	Iteration 4Q: 3 clusters Score -1827887 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1828006.125000 Penalty: 4756.746094
	Iteration 5Q: 3 clusters Score -1828006 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1828102.250000 Penalty: 4756.746094
	Iteration 6Q: 3 clusters Score -1828102 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1828195.250000 Penalty: 4756.746094
	Iteration 7Q: 3 clusters Score -1828195 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1828286.125000 Penalty: 4756.746094
	Iteration 8Q: 3 clusters Score -1828286 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1828378.250000 Penalty: 4756.746094
	Iteration 9Q: 3 clusters Score -1828378 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1828486.750000 Penalty: 4756.746094
	Iteration 10Q: 3 clusters Score -1828487 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1828632.625000 Penalty: 4756.746094
	Iteration 11Q: 3 clusters Score -1828633 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1828806.750000 Penalty: 4756.746094
	Iteration 12Q: 3 clusters Score -1828807 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1829061.625000 Penalty: 4756.746094
	Iteration 13Q: 3 clusters Score -1829062 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1829426.250000 Penalty: 4756.746094
	Iteration 14Q: 3 clusters Score -1829426 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1829835.750000 Penalty: 4756.746094
	Iteration 15Q: 3 clusters Score -1829836 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1830285.375000 Penalty: 4756.746094
	Iteration 16Q: 3 clusters Score -1830285 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1830775.875000 Penalty: 4756.746094
	Iteration 17Q: 3 clusters Score -1830776 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1831271.375000 Penalty: 4756.746094
	Iteration 18Q: 3 clusters Score -1831271 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1831708.250000 Penalty: 4756.746094
	Iteration 19Q: 3 clusters Score -1831708 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1832011.125000 Penalty: 4756.746094
	Iteration 20F: 3 clusters Score -1832011 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1832192.750000 Penalty: 4756.746094
	Iteration 21Q: 3 clusters Score -1832193 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -1832287.000000 Penalty: 4756.746094
	Iteration 22Q: 3 clusters Score -1832287 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1832349.125000 Penalty: 4756.746094
	Iteration 23Q: 3 clusters Score -1832349 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1832387.750000 Penalty: 4756.746094
	Iteration 24Q: 3 clusters Score -1832388 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1832426.250000 Penalty: 4756.746094
	Iteration 25Q: 3 clusters Score -1832426 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1832463.000000 Penalty: 4756.746094
	Iteration 26Q: 3 clusters Score -1832463 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1832485.500000 Penalty: 4756.746094
	Iteration 27Q: 3 clusters Score -1832486 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1832508.500000 Penalty: 4756.746094
	Iteration 28Q: 3 clusters Score -1832508 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1832525.750000 Penalty: 4756.746094
	Iteration 29Q: 3 clusters Score -1832526 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1832540.875000 Penalty: 4756.746094
	Iteration 30Q: 3 clusters Score -1832541 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1832551.625000 Penalty: 4756.746094
	Iteration 31Q: 3 clusters Score -1832552 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1832559.375000 Penalty: 4756.746094
	Iteration 32Q: 3 clusters Score -1832559 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1832566.375000 Penalty: 4756.746094
	Iteration 33Q: 3 clusters Score -1832566 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1832570.625000 Penalty: 4756.746094
	Iteration 34Q: 3 clusters Score -1832571 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1832569.250000 Penalty: 4756.746094
	Iteration 35Q: 3 clusters Score -1832569 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1832576.125000 Penalty: 4756.746094
	Iteration 36Q: 3 clusters Score -1832576 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1832575.625000 Penalty: 4756.746094
	Iteration 37Q: 3 clusters Score -1832576 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -1832587.875000 Penalty: 4756.746094
	Iteration 38Q: 3 clusters Score -1832588 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -1832596.000000 Penalty: 4756.746094
	Iteration 39Q: 3 clusters Score -1832596 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1832610.500000 Penalty: 4756.746094
	Iteration 40F: 3 clusters Score -1832610 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1832620.875000 Penalty: 4756.746094
	Iteration 41Q: 3 clusters Score -1832621 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1832632.750000 Penalty: 4756.746094
	Iteration 42Q: 3 clusters Score -1832633 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1832639.375000 Penalty: 4756.746094
	Iteration 43Q: 3 clusters Score -1832639 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1832646.250000 Penalty: 4756.746094
	Iteration 44Q: 3 clusters Score -1832646 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1832650.750000 Penalty: 4756.746094
	Iteration 45Q: 3 clusters Score -1832651 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1832659.250000 Penalty: 4756.746094
	Iteration 46Q: 3 clusters Score -1832659 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1832659.375000 Penalty: 4756.746094
	Iteration 47Q: 3 clusters Score -1832659 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1832666.375000 Penalty: 4756.746094
	Iteration 48Q: 3 clusters Score -1832666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1832674.000000 Penalty: 4756.746094
	Iteration 49Q: 3 clusters Score -1832674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1832671.500000 Penalty: 4756.746094
	Iteration 50Q: 3 clusters Score -1832672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1832673.625000 Penalty: 4756.746094
	Iteration 51Q: 3 clusters Score -1832674 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1832675.250000 Penalty: 4756.746094
	Iteration 52Q: 3 clusters Score -1832675 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1832681.125000 Penalty: 4756.746094
	Iteration 53Q: 3 clusters Score -1832681 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1832693.125000 Penalty: 4756.746094
	Iteration 54Q: 3 clusters Score -1832693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1832692.625000 Penalty: 4756.746094
	Iteration 55Q: 3 clusters Score -1832693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1832692.500000 Penalty: 4756.746094
	Iteration 56Q: 3 clusters Score -1832692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1832698.125000 Penalty: 4756.746094
	Iteration 57Q: 3 clusters Score -1832698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1832700.250000 Penalty: 4756.746094
	Iteration 58Q: 3 clusters Score -1832700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1832701.500000 Penalty: 4756.746094
	Iteration 59Q: 3 clusters Score -1832702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1832703.125000 Penalty: 4756.746094
	Iteration 60F: 3 clusters Score -1832703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1832702.500000 Penalty: 4756.746094
	Iteration 61Q: 3 clusters Score -1832702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1832703.875000 Penalty: 4756.746094
	Iteration 62Q: 3 clusters Score -1832704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1832704.500000 Penalty: 4756.746094
	Iteration 63Q: 3 clusters Score -1832704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1832706.875000 Penalty: 4756.746094
	Iteration 64Q: 3 clusters Score -1832707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1832706.625000 Penalty: 4756.746094
	Iteration 65Q: 3 clusters Score -1832707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1832705.375000 Penalty: 4756.746094
	Iteration 66Q: 3 clusters Score -1832705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1832706.500000 Penalty: 4756.746094
	Iteration 67Q: 3 clusters Score -1832706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1832706.500000 Penalty: 4756.746094
	Iteration 68Q: 3 clusters Score -1832706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1832707.000000 Penalty: 4756.746094
	Iteration 69Q: 3 clusters Score -1832707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1832710.375000 Penalty: 4756.746094
	Iteration 70Q: 3 clusters Score -1832710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1832710.750000 Penalty: 4756.746094
	Iteration 71Q: 3 clusters Score -1832711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1832713.750000 Penalty: 4756.746094
	Iteration 72Q: 3 clusters Score -1832714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1832713.000000 Penalty: 4756.746094
	Iteration 73Q: 3 clusters Score -1832713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -1832713.125000 Penalty: 4756.746094
	Iteration 74Q: 3 clusters Score -1832713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -1832722.750000 Penalty: 4756.746094
	Iteration 75Q: 3 clusters Score -1832723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1832724.375000 Penalty: 4756.746094
	Iteration 76Q: 3 clusters Score -1832724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1832724.750000 Penalty: 4756.746094
	Iteration 77Q: 3 clusters Score -1832725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1832728.000000 Penalty: 4756.746094
	Iteration 78Q: 3 clusters Score -1832728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -1832728.750000 Penalty: 4756.746094
	Iteration 79Q: 3 clusters Score -1832729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1832733.125000 Penalty: 4756.746094
	Iteration 80F: 3 clusters Score -1832733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1832732.375000 Penalty: 4756.746094
	Iteration 81Q: 3 clusters Score -1832732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1832732.875000 Penalty: 4756.746094
	Iteration 82Q: 3 clusters Score -1832733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1832732.250000 Penalty: 4756.746094
	Iteration 83Q: 3 clusters Score -1832732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1832732.250000 Penalty: 4756.746094
	Iteration 84F: 3 clusters Score -1832732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Entering Unmasked Estep 
Score: -496356.687500 Penalty: 2072.309082
	Iteration 0F: 2 clusters Score -496356.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -492322.843750 Penalty: 4144.618164
	Iteration 0F: 3 clusters Score -492322.8 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -493442.375000 Penalty: 4144.618164
	Iteration 1F: 3 clusters Score -493442.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -493744.531250 Penalty: 4144.618164
	Iteration 2F: 3 clusters Score -493744.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -494007.437500 Penalty: 4144.618164
	Iteration 3F: 3 clusters Score -494007.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -494219.281250 Penalty: 4144.618164
	Iteration 4F: 3 clusters Score -494219.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -494381.093750 Penalty: 4144.618164
	Iteration 5Q: 3 clusters Score -494381.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -494510.281250 Penalty: 4144.618164
	Iteration 6Q: 3 clusters Score -494510.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -494605.718750 Penalty: 4144.618164
	Iteration 7Q: 3 clusters Score -494605.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -494690.875000 Penalty: 4144.618164
	Iteration 8Q: 3 clusters Score -494690.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -494745.031250 Penalty: 4144.618164
	Iteration 9Q: 3 clusters Score -494745 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -494788.937500 Penalty: 4144.618164
	Iteration 10Q: 3 clusters Score -494788.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -494832.187500 Penalty: 4144.618164
	Iteration 11Q: 3 clusters Score -494832.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -494870.812500 Penalty: 4144.618164
	Iteration 12Q: 3 clusters Score -494870.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -494909.875000 Penalty: 4144.618164
	Iteration 13Q: 3 clusters Score -494909.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -494939.468750 Penalty: 4144.618164
	Iteration 14Q: 3 clusters Score -494939.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -494968.625000 Penalty: 4144.618164
	Iteration 15Q: 3 clusters Score -494968.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -494989.312500 Penalty: 4144.618164
	Iteration 16Q: 3 clusters Score -494989.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -495004.625000 Penalty: 4144.618164
	Iteration 17Q: 3 clusters Score -495004.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -495016.500000 Penalty: 4144.618164
	Iteration 18Q: 3 clusters Score -495016.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -495023.781250 Penalty: 4144.618164
	Iteration 19Q: 3 clusters Score -495023.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -495031.812500 Penalty: 4144.618164
	Iteration 20F: 3 clusters Score -495031.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -495038.281250 Penalty: 4144.618164
	Iteration 21Q: 3 clusters Score -495038.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -495041.250000 Penalty: 4144.618164
	Iteration 22Q: 3 clusters Score -495041.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -495047.343750 Penalty: 4144.618164
	Iteration 23Q: 3 clusters Score -495047.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -495052.593750 Penalty: 4144.618164
	Iteration 24Q: 3 clusters Score -495052.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -495056.312500 Penalty: 4144.618164
	Iteration 25Q: 3 clusters Score -495056.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -495060.625000 Penalty: 4144.618164
	Iteration 26Q: 3 clusters Score -495060.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -495068.562500 Penalty: 4144.618164
	Iteration 27Q: 3 clusters Score -495068.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -495072.750000 Penalty: 4144.618164
	Iteration 28Q: 3 clusters Score -495072.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -495076.562500 Penalty: 4144.618164
	Iteration 29Q: 3 clusters Score -495076.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -495079.500000 Penalty: 4144.618164
	Iteration 30Q: 3 clusters Score -495079.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -495084.125000 Penalty: 4144.618164
	Iteration 31Q: 3 clusters Score -495084.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -495089.625000 Penalty: 4144.618164
	Iteration 32Q: 3 clusters Score -495089.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -495091.218750 Penalty: 4144.618164
	Iteration 33Q: 3 clusters Score -495091.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -495092.750000 Penalty: 4144.618164
	Iteration 34Q: 3 clusters Score -495092.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -495098.500000 Penalty: 4144.618164
	Iteration 35Q: 3 clusters Score -495098.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -495103.437500 Penalty: 4144.618164
	Iteration 36Q: 3 clusters Score -495103.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -495107.000000 Penalty: 4144.618164
	Iteration 37Q: 3 clusters Score -495107 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -495112.593750 Penalty: 4144.618164
	Iteration 38Q: 3 clusters Score -495112.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -495113.031250 Penalty: 4144.618164
	Iteration 39Q: 3 clusters Score -495113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -495113.625000 Penalty: 4144.618164
	Iteration 40F: 3 clusters Score -495113.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -495114.312500 Penalty: 4144.618164
	Iteration 41Q: 3 clusters Score -495114.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -495116.062500 Penalty: 4144.618164
	Iteration 42Q: 3 clusters Score -495116.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -495116.843750 Penalty: 4144.618164
	Iteration 43Q: 3 clusters Score -495116.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -495117.218750 Penalty: 4144.618164
	Iteration 44Q: 3 clusters Score -495117.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -495117.812500 Penalty: 4144.618164
	Iteration 45Q: 3 clusters Score -495117.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -495118.468750 Penalty: 4144.618164
	Iteration 46Q: 3 clusters Score -495118.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -495119.187500 Penalty: 4144.618164
	Iteration 47Q: 3 clusters Score -495119.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -495120.562500 Penalty: 4144.618164
	Iteration 48Q: 3 clusters Score -495120.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -495120.843750 Penalty: 4144.618164
	Iteration 49Q: 3 clusters Score -495120.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -495122.281250 Penalty: 4144.618164
	Iteration 50Q: 3 clusters Score -495122.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -495122.968750 Penalty: 4144.618164
	Iteration 51Q: 3 clusters Score -495123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -495123.281250 Penalty: 4144.618164
	Iteration 52Q: 3 clusters Score -495123.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -495123.281250 Penalty: 4144.618164
	Iteration 53F: 3 clusters Score -495123.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (264796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264796 members 
Entering Unmasked Estep 
Score: -32850710.000000 Penalty: 3096.705322
	Iteration 0F: 2 clusters Score -3.285071e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132558 members 
Mstep: Class 2 contains 132238 members 
Entering Unmasked Estep 
Score: -32683880.000000 Penalty: 6193.410645
	Iteration 0F: 3 clusters Score -3.268388e+07 nChanged 127912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135118 members 
Mstep: Class 2 contains 129678 members 
Entering Unmasked Estep 
Score: -32759776.000000 Penalty: 6193.410645
	Iteration 1F: 3 clusters Score -3.275978e+07 nChanged 6373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136567 members 
Mstep: Class 2 contains 128229 members 
Entering Unmasked Estep 
Score: -32760856.000000 Penalty: 6193.410645
	Iteration 2Q: 3 clusters Score -3.276086e+07 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138997 members 
Mstep: Class 2 contains 125799 members 
Entering Unmasked Estep 
Score: -32762204.000000 Penalty: 6193.410645
	Iteration 3Q: 3 clusters Score -3.27622e+07 nChanged 7454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142693 members 
Mstep: Class 2 contains 122103 members 
Entering Unmasked Estep 
Score: -32763958.000000 Penalty: 6193.410645
	Iteration 4Q: 3 clusters Score -3.276396e+07 nChanged 9036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148457 members 
Mstep: Class 2 contains 116339 members 
Entering Unmasked Estep 
Score: -32766734.000000 Penalty: 6193.410645
	Iteration 5Q: 3 clusters Score -3.276673e+07 nChanged 11483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157116 members 
Mstep: Class 2 contains 107680 members 
Entering Unmasked Estep 
Score: -32771592.000000 Penalty: 6193.410645
	Iteration 6Q: 3 clusters Score -3.277159e+07 nChanged 14198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168764 members 
Mstep: Class 2 contains 96032 members 
Entering Unmasked Estep 
Score: -32779328.000000 Penalty: 6193.410645
	Iteration 7F: 3 clusters Score -3.277933e+07 nChanged 16473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182959 members 
Mstep: Class 2 contains 81837 members 
Entering Unmasked Estep 
Score: -32789554.000000 Penalty: 6193.410645
	Iteration 8F: 3 clusters Score -3.278955e+07 nChanged 17210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197727 members 
Mstep: Class 2 contains 67069 members 
Entering Unmasked Estep 
Score: -32801326.000000 Penalty: 6193.410645
	Iteration 9F: 3 clusters Score -3.280133e+07 nChanged 15405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210248 members 
Mstep: Class 2 contains 54548 members 
Entering Unmasked Estep 
Score: -32812032.000000 Penalty: 6193.410645
	Iteration 10F: 3 clusters Score -3.281203e+07 nChanged 12097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219091 members 
Mstep: Class 2 contains 45705 members 
Entering Unmasked Estep 
Score: -32819898.000000 Penalty: 6193.410645
	Iteration 11Q: 3 clusters Score -3.28199e+07 nChanged 8990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224933 members 
Mstep: Class 2 contains 39863 members 
Entering Unmasked Estep 
Score: -32824714.000000 Penalty: 6193.410645
	Iteration 12Q: 3 clusters Score -3.282471e+07 nChanged 6528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229279 members 
Mstep: Class 2 contains 35517 members 
Entering Unmasked Estep 
Score: -32827700.000000 Penalty: 6193.410645
	Iteration 13Q: 3 clusters Score -3.28277e+07 nChanged 4689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232986 members 
Mstep: Class 2 contains 31810 members 
Entering Unmasked Estep 
Score: -32829746.000000 Penalty: 6193.410645
	Iteration 14Q: 3 clusters Score -3.282975e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236507 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -32831172.000000 Penalty: 6193.410645
	Iteration 15Q: 3 clusters Score -3.283117e+07 nChanged 3370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239793 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -32832626.000000 Penalty: 6193.410645
	Iteration 16Q: 3 clusters Score -3.283263e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242864 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -32833940.000000 Penalty: 6193.410645
	Iteration 17Q: 3 clusters Score -3.283394e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245891 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -32835310.000000 Penalty: 6193.410645
	Iteration 18Q: 3 clusters Score -3.283531e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248749 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -32836894.000000 Penalty: 6193.410645
	Iteration 19Q: 3 clusters Score -3.283689e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251391 members 
Mstep: Class 2 contains 13405 members 
Entering Unmasked Estep 
Score: -32838592.000000 Penalty: 6193.410645
	Iteration 20F: 3 clusters Score -3.283859e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253692 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -32839912.000000 Penalty: 6193.410645
	Iteration 21Q: 3 clusters Score -3.283991e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255715 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -32841348.000000 Penalty: 6193.410645
	Iteration 22Q: 3 clusters Score -3.284135e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257490 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -32842604.000000 Penalty: 6193.410645
	Iteration 23Q: 3 clusters Score -3.28426e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259087 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -32843638.000000 Penalty: 6193.410645
	Iteration 24Q: 3 clusters Score -3.284364e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260451 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -32844564.000000 Penalty: 6193.410645
	Iteration 25Q: 3 clusters Score -3.284456e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261590 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -32845308.000000 Penalty: 6193.410645
	Iteration 26Q: 3 clusters Score -3.284531e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262501 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -32846136.000000 Penalty: 6193.410645
	Iteration 27Q: 3 clusters Score -3.284614e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263171 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -32846776.000000 Penalty: 6193.410645
	Iteration 28Q: 3 clusters Score -3.284678e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263569 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -32847088.000000 Penalty: 6193.410645
	Iteration 29Q: 3 clusters Score -3.284709e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263844 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -32847358.000000 Penalty: 6193.410645
	Iteration 30Q: 3 clusters Score -3.284736e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264011 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -32847484.000000 Penalty: 6193.410645
	Iteration 31Q: 3 clusters Score -3.284748e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264127 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -32847596.000000 Penalty: 6193.410645
	Iteration 32Q: 3 clusters Score -3.28476e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264204 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -32847640.000000 Penalty: 6193.410645
	Iteration 33Q: 3 clusters Score -3.284764e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264255 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -32847690.000000 Penalty: 6193.410645
	Iteration 34Q: 3 clusters Score -3.284769e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264284 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -32847742.000000 Penalty: 6193.410645
	Iteration 35Q: 3 clusters Score -3.284774e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264307 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -32847798.000000 Penalty: 6193.410645
	Iteration 36Q: 3 clusters Score -3.28478e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264327 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -32847788.000000 Penalty: 6193.410645
	Iteration 37Q: 3 clusters Score -3.284779e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264339 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -32847786.000000 Penalty: 6193.410645
	Iteration 38Q: 3 clusters Score -3.284779e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264355 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -32847798.000000 Penalty: 6193.410645
	Iteration 39Q: 3 clusters Score -3.28478e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264368 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -32847828.000000 Penalty: 6193.410645
	Iteration 40F: 3 clusters Score -3.284783e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264377 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -32847838.000000 Penalty: 6193.410645
	Iteration 41Q: 3 clusters Score -3.284784e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264387 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -32847864.000000 Penalty: 6193.410645
	Iteration 42Q: 3 clusters Score -3.284786e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264398 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -32847872.000000 Penalty: 6193.410645
	Iteration 43Q: 3 clusters Score -3.284787e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264402 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -32847864.000000 Penalty: 6193.410645
	Iteration 44Q: 3 clusters Score -3.284786e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264406 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -32847878.000000 Penalty: 6193.410645
	Iteration 45Q: 3 clusters Score -3.284788e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264407 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -32847876.000000 Penalty: 6193.410645
	Iteration 46Q: 3 clusters Score -3.284788e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264408 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -32847880.000000 Penalty: 6193.410645
	Iteration 47Q: 3 clusters Score -3.284788e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264408 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -32847892.000000 Penalty: 6193.410645
	Iteration 48Q: 3 clusters Score -3.284789e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264410 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -32847888.000000 Penalty: 6193.410645
	Iteration 49Q: 3 clusters Score -3.284789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264414 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -32847870.000000 Penalty: 6193.410645
	Iteration 50Q: 3 clusters Score -3.284787e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264416 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -32847870.000000 Penalty: 6193.410645
	Iteration 51Q: 3 clusters Score -3.284787e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264419 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -32847896.000000 Penalty: 6193.410645
	Iteration 52Q: 3 clusters Score -3.28479e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264420 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -32847900.000000 Penalty: 6193.410645
	Iteration 53Q: 3 clusters Score -3.28479e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264422 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -32847890.000000 Penalty: 6193.410645
	Iteration 54Q: 3 clusters Score -3.284789e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264425 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -32847896.000000 Penalty: 6193.410645
	Iteration 55Q: 3 clusters Score -3.28479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264428 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -32847902.000000 Penalty: 6193.410645
	Iteration 56Q: 3 clusters Score -3.28479e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264430 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -32847892.000000 Penalty: 6193.410645
	Iteration 57Q: 3 clusters Score -3.284789e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264432 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -32847904.000000 Penalty: 6193.410645
	Iteration 58Q: 3 clusters Score -3.28479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264433 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -32847896.000000 Penalty: 6193.410645
	Iteration 59Q: 3 clusters Score -3.28479e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264434 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -32847908.000000 Penalty: 6193.410645
	Iteration 60F: 3 clusters Score -3.284791e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264435 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -32847916.000000 Penalty: 6193.410645
	Iteration 61Q: 3 clusters Score -3.284792e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264435 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -32847916.000000 Penalty: 6193.410645
	Iteration 62F: 3 clusters Score -3.284792e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -250565.750000 Penalty: 1916.974365
	Iteration 0F: 2 clusters Score -250565.8 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 1146 members 
Entering Unmasked Estep 
Score: -247880.921875 Penalty: 3833.948730
	Iteration 0F: 3 clusters Score -247880.9 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -248532.656250 Penalty: 3833.948730
	Iteration 1F: 3 clusters Score -248532.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -248863.390625 Penalty: 3833.948730
	Iteration 2F: 3 clusters Score -248863.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -249235.078125 Penalty: 3833.948730
	Iteration 3F: 3 clusters Score -249235.1 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -249700.484375 Penalty: 3833.948730
	Iteration 4F: 3 clusters Score -249700.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -250100.718750 Penalty: 3833.948730
	Iteration 5F: 3 clusters Score -250100.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -250387.968750 Penalty: 3833.948730
	Iteration 6F: 3 clusters Score -250388 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -250540.125000 Penalty: 3833.948730
	Iteration 7Q: 3 clusters Score -250540.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -250582.828125 Penalty: 3833.948730
	Iteration 8Q: 3 clusters Score -250582.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -250592.656250 Penalty: 3833.948730
	Iteration 9Q: 3 clusters Score -250592.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -250598.671875 Penalty: 3833.948730
	Iteration 10Q: 3 clusters Score -250598.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -250611.375000 Penalty: 3833.948730
	Iteration 11Q: 3 clusters Score -250611.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -250624.031250 Penalty: 3833.948730
	Iteration 12Q: 3 clusters Score -250624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -250637.093750 Penalty: 3833.948730
	Iteration 13Q: 3 clusters Score -250637.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -250646.515625 Penalty: 3833.948730
	Iteration 14Q: 3 clusters Score -250646.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -250653.515625 Penalty: 3833.948730
	Iteration 15Q: 3 clusters Score -250653.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -250657.984375 Penalty: 3833.948730
	Iteration 16Q: 3 clusters Score -250658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -250659.062500 Penalty: 3833.948730
	Iteration 17Q: 3 clusters Score -250659.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -250659.062500 Penalty: 3833.948730
	Iteration 18F: 3 clusters Score -250659.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 13071 members 
Mstep: Class 3 contains 52363 members 
Mstep: Class 4 contains 35515 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 31057 members 
Mstep: Class 8 contains 27592 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95055 members 
Mstep: Class 11 contains 14621 members 
Mstep: Class 12 contains 4256 members 
Mstep: Class 13 contains 264796 members 
Mstep: Class 14 contains 1994 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 37198 members 
Mstep: Class 18 contains 281 members 
Mstep: Class 19 contains 54824 members 
Mstep: Class 20 contains 177784 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5666 members 
Entering Unmasked Estep 
Score: -104777952.000000 Penalty: 74538.125000
Splitting cluster 14 changes total score from -104779280.000000 to -104777952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (1340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Entering Unmasked Estep 
Score: -153595.234375 Penalty: 1785.705322
	Iteration 0F: 2 clusters Score -153595.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -151598.015625 Penalty: 3571.410645
	Iteration 0F: 3 clusters Score -151598 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -152305.406250 Penalty: 3571.410645
	Iteration 1F: 3 clusters Score -152305.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -152549.203125 Penalty: 3571.410645
	Iteration 2F: 3 clusters Score -152549.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -152702.500000 Penalty: 3571.410645
	Iteration 3F: 3 clusters Score -152702.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -152837.703125 Penalty: 3571.410645
	Iteration 4F: 3 clusters Score -152837.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -152902.796875 Penalty: 3571.410645
	Iteration 5Q: 3 clusters Score -152902.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -152965.453125 Penalty: 3571.410645
	Iteration 6Q: 3 clusters Score -152965.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -153003.859375 Penalty: 3571.410645
	Iteration 7Q: 3 clusters Score -153003.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -153033.453125 Penalty: 3571.410645
	Iteration 8Q: 3 clusters Score -153033.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -153050.156250 Penalty: 3571.410645
	Iteration 9Q: 3 clusters Score -153050.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -153058.593750 Penalty: 3571.410645
	Iteration 10Q: 3 clusters Score -153058.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -153067.343750 Penalty: 3571.410645
	Iteration 11Q: 3 clusters Score -153067.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -153073.625000 Penalty: 3571.410645
	Iteration 12Q: 3 clusters Score -153073.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -153081.875000 Penalty: 3571.410645
	Iteration 13Q: 3 clusters Score -153081.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -153087.906250 Penalty: 3571.410645
	Iteration 14Q: 3 clusters Score -153087.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -153089.015625 Penalty: 3571.410645
	Iteration 15Q: 3 clusters Score -153089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -153091.046875 Penalty: 3571.410645
	Iteration 16Q: 3 clusters Score -153091 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -153091.046875 Penalty: 3571.410645
	Iteration 17F: 3 clusters Score -153091 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Entering Unmasked Estep 
Score: -186766.656250 Penalty: 1823.881836
	Iteration 0F: 2 clusters Score -186766.7 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 752 members 
Entering Unmasked Estep 
Score: -184431.218750 Penalty: 3647.763672
	Iteration 0F: 3 clusters Score -184431.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -184807.953125 Penalty: 3647.763672
	Iteration 1F: 3 clusters Score -184808 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -184928.781250 Penalty: 3647.763672
	Iteration 2F: 3 clusters Score -184928.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -184990.234375 Penalty: 3647.763672
	Iteration 3Q: 3 clusters Score -184990.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -185020.484375 Penalty: 3647.763672
	Iteration 4Q: 3 clusters Score -185020.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -185041.015625 Penalty: 3647.763672
	Iteration 5Q: 3 clusters Score -185041 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -185056.578125 Penalty: 3647.763672
	Iteration 6Q: 3 clusters Score -185056.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -185068.062500 Penalty: 3647.763672
	Iteration 7Q: 3 clusters Score -185068.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -185074.015625 Penalty: 3647.763672
	Iteration 8Q: 3 clusters Score -185074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -185076.078125 Penalty: 3647.763672
	Iteration 9Q: 3 clusters Score -185076.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -185076.078125 Penalty: 3647.763672
	Iteration 10F: 3 clusters Score -185076.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (37198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37198 members 
Entering Unmasked Estep 
Score: -4698354.500000 Penalty: 2609.954590
	Iteration 0F: 2 clusters Score -4698354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -4672969.500000 Penalty: 5219.909180
	Iteration 0F: 3 clusters Score -4672970 nChanged 16966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -4682432.500000 Penalty: 5219.909180
	Iteration 1F: 3 clusters Score -4682432 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -4682973.500000 Penalty: 5219.909180
	Iteration 2Q: 3 clusters Score -4682974 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -4683427.500000 Penalty: 5219.909180
	Iteration 3Q: 3 clusters Score -4683428 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -4683876.500000 Penalty: 5219.909180
	Iteration 4Q: 3 clusters Score -4683876 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -4684289.000000 Penalty: 5219.909180
	Iteration 5Q: 3 clusters Score -4684289 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19884 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -4684810.000000 Penalty: 5219.909180
	Iteration 6Q: 3 clusters Score -4684810 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -4685411.000000 Penalty: 5219.909180
	Iteration 7Q: 3 clusters Score -4685411 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -4686274.000000 Penalty: 5219.909180
	Iteration 8Q: 3 clusters Score -4686274 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -4687427.000000 Penalty: 5219.909180
	Iteration 9Q: 3 clusters Score -4687427 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -4688818.000000 Penalty: 5219.909180
	Iteration 10F: 3 clusters Score -4688818 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -4689946.000000 Penalty: 5219.909180
	Iteration 11Q: 3 clusters Score -4689946 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -4690621.000000 Penalty: 5219.909180
	Iteration 12Q: 3 clusters Score -4690621 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -4690990.000000 Penalty: 5219.909180
	Iteration 13Q: 3 clusters Score -4690990 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -4691213.000000 Penalty: 5219.909180
	Iteration 14Q: 3 clusters Score -4691213 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -4691388.500000 Penalty: 5219.909180
	Iteration 15Q: 3 clusters Score -4691388 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -4691603.500000 Penalty: 5219.909180
	Iteration 16Q: 3 clusters Score -4691604 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -4691812.500000 Penalty: 5219.909180
	Iteration 17Q: 3 clusters Score -4691812 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -4692061.500000 Penalty: 5219.909180
	Iteration 18Q: 3 clusters Score -4692062 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26152 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -4692330.500000 Penalty: 5219.909180
	Iteration 19Q: 3 clusters Score -4692330 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -4692612.000000 Penalty: 5219.909180
	Iteration 20F: 3 clusters Score -4692612 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -4692917.000000 Penalty: 5219.909180
	Iteration 21Q: 3 clusters Score -4692917 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27629 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -4693198.000000 Penalty: 5219.909180
	Iteration 22Q: 3 clusters Score -4693198 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28105 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -4693433.000000 Penalty: 5219.909180
	Iteration 23Q: 3 clusters Score -4693433 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -4693695.000000 Penalty: 5219.909180
	Iteration 24Q: 3 clusters Score -4693695 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -4693945.000000 Penalty: 5219.909180
	Iteration 25Q: 3 clusters Score -4693945 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29457 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -4694137.500000 Penalty: 5219.909180
	Iteration 26Q: 3 clusters Score -4694138 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -4694360.000000 Penalty: 5219.909180
	Iteration 27Q: 3 clusters Score -4694360 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -4694494.000000 Penalty: 5219.909180
	Iteration 28Q: 3 clusters Score -4694494 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30553 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -4694668.000000 Penalty: 5219.909180
	Iteration 29Q: 3 clusters Score -4694668 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30895 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -4694820.500000 Penalty: 5219.909180
	Iteration 30Q: 3 clusters Score -4694820 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -4694974.000000 Penalty: 5219.909180
	Iteration 31Q: 3 clusters Score -4694974 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31473 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -4695084.000000 Penalty: 5219.909180
	Iteration 32Q: 3 clusters Score -4695084 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31722 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -4695178.000000 Penalty: 5219.909180
	Iteration 33Q: 3 clusters Score -4695178 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31958 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -4695285.000000 Penalty: 5219.909180
	Iteration 34Q: 3 clusters Score -4695285 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32180 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -4695367.500000 Penalty: 5219.909180
	Iteration 35Q: 3 clusters Score -4695368 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -4695433.500000 Penalty: 5219.909180
	Iteration 36Q: 3 clusters Score -4695434 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -4695498.000000 Penalty: 5219.909180
	Iteration 37Q: 3 clusters Score -4695498 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -4695552.500000 Penalty: 5219.909180
	Iteration 38Q: 3 clusters Score -4695552 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -4695605.500000 Penalty: 5219.909180
	Iteration 39Q: 3 clusters Score -4695606 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -4695653.500000 Penalty: 5219.909180
	Iteration 40F: 3 clusters Score -4695654 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33125 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -4695694.500000 Penalty: 5219.909180
	Iteration 41Q: 3 clusters Score -4695694 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33237 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -4695729.500000 Penalty: 5219.909180
	Iteration 42Q: 3 clusters Score -4695730 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -4695740.500000 Penalty: 5219.909180
	Iteration 43Q: 3 clusters Score -4695740 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -4695750.000000 Penalty: 5219.909180
	Iteration 44Q: 3 clusters Score -4695750 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -4695768.000000 Penalty: 5219.909180
	Iteration 45Q: 3 clusters Score -4695768 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -4695782.500000 Penalty: 5219.909180
	Iteration 46Q: 3 clusters Score -4695782 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33657 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -4695783.500000 Penalty: 5219.909180
	Iteration 47Q: 3 clusters Score -4695784 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33724 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -4695793.000000 Penalty: 5219.909180
	Iteration 48Q: 3 clusters Score -4695793 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -4695817.000000 Penalty: 5219.909180
	Iteration 49Q: 3 clusters Score -4695817 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33830 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -4695812.500000 Penalty: 5219.909180
	Iteration 50Q: 3 clusters Score -4695812 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33877 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -4695815.500000 Penalty: 5219.909180
	Iteration 51Q: 3 clusters Score -4695816 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -4695821.500000 Penalty: 5219.909180
	Iteration 52Q: 3 clusters Score -4695822 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -4695828.000000 Penalty: 5219.909180
	Iteration 53Q: 3 clusters Score -4695828 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -4695837.000000 Penalty: 5219.909180
	Iteration 54Q: 3 clusters Score -4695837 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34008 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -4695838.000000 Penalty: 5219.909180
	Iteration 55Q: 3 clusters Score -4695838 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34033 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -4695848.000000 Penalty: 5219.909180
	Iteration 56Q: 3 clusters Score -4695848 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34064 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -4695860.000000 Penalty: 5219.909180
	Iteration 57Q: 3 clusters Score -4695860 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34086 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -4695856.000000 Penalty: 5219.909180
	Iteration 58Q: 3 clusters Score -4695856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -4695857.500000 Penalty: 5219.909180
	Iteration 59Q: 3 clusters Score -4695858 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -4695872.000000 Penalty: 5219.909180
	Iteration 60F: 3 clusters Score -4695872 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34145 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -4695870.500000 Penalty: 5219.909180
	Iteration 61Q: 3 clusters Score -4695870 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34171 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -4695871.500000 Penalty: 5219.909180
	Iteration 62Q: 3 clusters Score -4695872 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -4695872.500000 Penalty: 5219.909180
	Iteration 63Q: 3 clusters Score -4695872 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34220 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -4695884.500000 Penalty: 5219.909180
	Iteration 64Q: 3 clusters Score -4695884 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -4695892.000000 Penalty: 5219.909180
	Iteration 65Q: 3 clusters Score -4695892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -4695900.000000 Penalty: 5219.909180
	Iteration 66Q: 3 clusters Score -4695900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -4695910.500000 Penalty: 5219.909180
	Iteration 67Q: 3 clusters Score -4695910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34295 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -4695900.000000 Penalty: 5219.909180
	Iteration 68Q: 3 clusters Score -4695900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -4695913.000000 Penalty: 5219.909180
	Iteration 69Q: 3 clusters Score -4695913 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -4695915.500000 Penalty: 5219.909180
	Iteration 70Q: 3 clusters Score -4695916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34348 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -4695913.500000 Penalty: 5219.909180
	Iteration 71Q: 3 clusters Score -4695914 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34369 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -4695920.000000 Penalty: 5219.909180
	Iteration 72Q: 3 clusters Score -4695920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -4695922.500000 Penalty: 5219.909180
	Iteration 73Q: 3 clusters Score -4695922 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34401 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -4695913.500000 Penalty: 5219.909180
	Iteration 74Q: 3 clusters Score -4695914 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -4695917.500000 Penalty: 5219.909180
	Iteration 75Q: 3 clusters Score -4695918 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -4695919.000000 Penalty: 5219.909180
	Iteration 76Q: 3 clusters Score -4695919 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -4695923.000000 Penalty: 5219.909180
	Iteration 77Q: 3 clusters Score -4695923 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34471 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -4695926.500000 Penalty: 5219.909180
	Iteration 78Q: 3 clusters Score -4695926 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34485 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -4695925.500000 Penalty: 5219.909180
	Iteration 79Q: 3 clusters Score -4695926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -4695925.500000 Penalty: 5219.909180
	Iteration 80F: 3 clusters Score -4695926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -4695935.000000 Penalty: 5219.909180
	Iteration 81Q: 3 clusters Score -4695935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -4695936.500000 Penalty: 5219.909180
	Iteration 82Q: 3 clusters Score -4695936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34516 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -4695941.500000 Penalty: 5219.909180
	Iteration 83Q: 3 clusters Score -4695942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -4695939.500000 Penalty: 5219.909180
	Iteration 84Q: 3 clusters Score -4695940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34522 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -4695938.500000 Penalty: 5219.909180
	Iteration 85Q: 3 clusters Score -4695938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -4695939.000000 Penalty: 5219.909180
	Iteration 86Q: 3 clusters Score -4695939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34526 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -4695934.000000 Penalty: 5219.909180
	Iteration 87Q: 3 clusters Score -4695934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -4695930.500000 Penalty: 5219.909180
	Iteration 88Q: 3 clusters Score -4695930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -4695934.500000 Penalty: 5219.909180
	Iteration 89Q: 3 clusters Score -4695934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -4695939.000000 Penalty: 5219.909180
	Iteration 90Q: 3 clusters Score -4695939 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34550 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -4695937.500000 Penalty: 5219.909180
	Iteration 91Q: 3 clusters Score -4695938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34556 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -4695929.000000 Penalty: 5219.909180
	Iteration 92Q: 3 clusters Score -4695929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -4695938.000000 Penalty: 5219.909180
	Iteration 93Q: 3 clusters Score -4695938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34577 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -4695946.000000 Penalty: 5219.909180
	Iteration 94Q: 3 clusters Score -4695946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -4695940.000000 Penalty: 5219.909180
	Iteration 95Q: 3 clusters Score -4695940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34593 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -4695943.500000 Penalty: 5219.909180
	Iteration 96Q: 3 clusters Score -4695944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34599 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -4695944.000000 Penalty: 5219.909180
	Iteration 97Q: 3 clusters Score -4695944 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -4695946.500000 Penalty: 5219.909180
	Iteration 98Q: 3 clusters Score -4695946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -4695947.000000 Penalty: 5219.909180
	Iteration 99Q: 3 clusters Score -4695947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -4695947.000000 Penalty: 5219.909180
	Iteration 100F: 3 clusters Score -4695947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (54824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54824 members 
Entering Unmasked Estep 
Score: -6655846.500000 Penalty: 2706.146973
	Iteration 0F: 2 clusters Score -6655846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27354 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -6618967.500000 Penalty: 5412.293945
	Iteration 0F: 3 clusters Score -6618968 nChanged 25424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -6632964.000000 Penalty: 5412.293945
	Iteration 1F: 3 clusters Score -6632964 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 27773 members 
Entering Unmasked Estep 
Score: -6633501.500000 Penalty: 5412.293945
	Iteration 2Q: 3 clusters Score -6633502 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -6633911.000000 Penalty: 5412.293945
	Iteration 3Q: 3 clusters Score -6633911 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26186 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -6634330.000000 Penalty: 5412.293945
	Iteration 4Q: 3 clusters Score -6634330 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -6634743.000000 Penalty: 5412.293945
	Iteration 5Q: 3 clusters Score -6634743 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -6635235.500000 Penalty: 5412.293945
	Iteration 6Q: 3 clusters Score -6635236 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
Score: -6635887.000000 Penalty: 5412.293945
	Iteration 7Q: 3 clusters Score -6635887 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 33511 members 
Entering Unmasked Estep 
Score: -6636864.000000 Penalty: 5412.293945
	Iteration 8Q: 3 clusters Score -6636864 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 35934 members 
Entering Unmasked Estep 
Score: -6638317.000000 Penalty: 5412.293945
	Iteration 9Q: 3 clusters Score -6638317 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 38933 members 
Entering Unmasked Estep 
Score: -6640492.500000 Penalty: 5412.293945
	Iteration 10F: 3 clusters Score -6640492 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 42393 members 
Entering Unmasked Estep 
Score: -6643361.000000 Penalty: 5412.293945
	Iteration 11F: 3 clusters Score -6643361 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 45814 members 
Entering Unmasked Estep 
Score: -6646384.000000 Penalty: 5412.293945
	Iteration 12F: 3 clusters Score -6646384 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 48564 members 
Entering Unmasked Estep 
Score: -6648767.000000 Penalty: 5412.293945
	Iteration 13F: 3 clusters Score -6648767 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 50654 members 
Entering Unmasked Estep 
Score: -6650517.000000 Penalty: 5412.293945
	Iteration 14Q: 3 clusters Score -6650517 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 52101 members 
Entering Unmasked Estep 
Score: -6651711.000000 Penalty: 5412.293945
	Iteration 15Q: 3 clusters Score -6651711 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 52996 members 
Entering Unmasked Estep 
Score: -6652403.500000 Penalty: 5412.293945
	Iteration 16Q: 3 clusters Score -6652404 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 53554 members 
Entering Unmasked Estep 
Score: -6652849.500000 Penalty: 5412.293945
	Iteration 17Q: 3 clusters Score -6652850 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 53854 members 
Entering Unmasked Estep 
Score: -6653080.000000 Penalty: 5412.293945
	Iteration 18Q: 3 clusters Score -6653080 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 54031 members 
Entering Unmasked Estep 
Score: -6653205.000000 Penalty: 5412.293945
	Iteration 19Q: 3 clusters Score -6653205 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 54132 members 
Entering Unmasked Estep 
Score: -6653283.500000 Penalty: 5412.293945
	Iteration 20F: 3 clusters Score -6653284 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 54192 members 
Entering Unmasked Estep 
Score: -6653356.000000 Penalty: 5412.293945
	Iteration 21Q: 3 clusters Score -6653356 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 54229 members 
Entering Unmasked Estep 
Score: -6653414.000000 Penalty: 5412.293945
	Iteration 22Q: 3 clusters Score -6653414 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 54275 members 
Entering Unmasked Estep 
Score: -6653456.000000 Penalty: 5412.293945
	Iteration 23Q: 3 clusters Score -6653456 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 54301 members 
Entering Unmasked Estep 
Score: -6653480.500000 Penalty: 5412.293945
	Iteration 24Q: 3 clusters Score -6653480 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 54320 members 
Entering Unmasked Estep 
Score: -6653504.000000 Penalty: 5412.293945
	Iteration 25Q: 3 clusters Score -6653504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 54330 members 
Entering Unmasked Estep 
Score: -6653514.500000 Penalty: 5412.293945
	Iteration 26Q: 3 clusters Score -6653514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 54343 members 
Entering Unmasked Estep 
Score: -6653534.500000 Penalty: 5412.293945
	Iteration 27Q: 3 clusters Score -6653534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 54351 members 
Entering Unmasked Estep 
Score: -6653538.000000 Penalty: 5412.293945
	Iteration 28Q: 3 clusters Score -6653538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 54357 members 
Entering Unmasked Estep 
Score: -6653556.000000 Penalty: 5412.293945
	Iteration 29Q: 3 clusters Score -6653556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 54361 members 
Entering Unmasked Estep 
Score: -6653558.500000 Penalty: 5412.293945
	Iteration 30Q: 3 clusters Score -6653558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 54363 members 
Entering Unmasked Estep 
Score: -6653559.500000 Penalty: 5412.293945
	Iteration 31Q: 3 clusters Score -6653560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 54363 members 
Entering Unmasked Estep 
Score: -6653559.500000 Penalty: 5412.293945
	Iteration 32F: 3 clusters Score -6653560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (177784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177784 members 
Entering Unmasked Estep 
Score: -22136274.000000 Penalty: 2997.904541
	Iteration 0F: 2 clusters Score -2.213627e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88800 members 
Mstep: Class 2 contains 88984 members 
Entering Unmasked Estep 
Score: -22019038.000000 Penalty: 5995.809082
	Iteration 0F: 3 clusters Score -2.201904e+07 nChanged 85226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89292 members 
Mstep: Class 2 contains 88492 members 
Entering Unmasked Estep 
Score: -22069888.000000 Penalty: 5995.809082
	Iteration 1F: 3 clusters Score -2.206989e+07 nChanged 6337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89749 members 
Mstep: Class 2 contains 88035 members 
Entering Unmasked Estep 
Score: -22071808.000000 Penalty: 5995.809082
	Iteration 2Q: 3 clusters Score -2.207181e+07 nChanged 7046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90347 members 
Mstep: Class 2 contains 87437 members 
Entering Unmasked Estep 
Score: -22074130.000000 Penalty: 5995.809082
	Iteration 3Q: 3 clusters Score -2.207413e+07 nChanged 7783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91048 members 
Mstep: Class 2 contains 86736 members 
Entering Unmasked Estep 
Score: -22077368.000000 Penalty: 5995.809082
	Iteration 4Q: 3 clusters Score -2.207737e+07 nChanged 8665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91811 members 
Mstep: Class 2 contains 85973 members 
Entering Unmasked Estep 
Score: -22080792.000000 Penalty: 5995.809082
	Iteration 5Q: 3 clusters Score -2.208079e+07 nChanged 9033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92490 members 
Mstep: Class 2 contains 85294 members 
Entering Unmasked Estep 
Score: -22084800.000000 Penalty: 5995.809082
	Iteration 6F: 3 clusters Score -2.20848e+07 nChanged 9225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92895 members 
Mstep: Class 2 contains 84889 members 
Entering Unmasked Estep 
Score: -22089544.000000 Penalty: 5995.809082
	Iteration 7F: 3 clusters Score -2.208954e+07 nChanged 9276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92977 members 
Mstep: Class 2 contains 84807 members 
Entering Unmasked Estep 
Score: -22094522.000000 Penalty: 5995.809082
	Iteration 8F: 3 clusters Score -2.209452e+07 nChanged 9209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92610 members 
Mstep: Class 2 contains 85174 members 
Entering Unmasked Estep 
Score: -22099952.000000 Penalty: 5995.809082
	Iteration 9F: 3 clusters Score -2.209995e+07 nChanged 8799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92079 members 
Mstep: Class 2 contains 85705 members 
Entering Unmasked Estep 
Score: -22104996.000000 Penalty: 5995.809082
	Iteration 10Q: 3 clusters Score -2.2105e+07 nChanged 7593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91680 members 
Mstep: Class 2 contains 86104 members 
Entering Unmasked Estep 
Score: -22108654.000000 Penalty: 5995.809082
	Iteration 11Q: 3 clusters Score -2.210865e+07 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91490 members 
Mstep: Class 2 contains 86294 members 
Entering Unmasked Estep 
Score: -22110418.000000 Penalty: 5995.809082
	Iteration 12Q: 3 clusters Score -2.211042e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91414 members 
Mstep: Class 2 contains 86370 members 
Entering Unmasked Estep 
Score: -22111072.000000 Penalty: 5995.809082
	Iteration 13Q: 3 clusters Score -2.211107e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91476 members 
Mstep: Class 2 contains 86308 members 
Entering Unmasked Estep 
Score: -22111488.000000 Penalty: 5995.809082
	Iteration 14Q: 3 clusters Score -2.211149e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91640 members 
Mstep: Class 2 contains 86144 members 
Entering Unmasked Estep 
Score: -22111816.000000 Penalty: 5995.809082
	Iteration 15Q: 3 clusters Score -2.211182e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91861 members 
Mstep: Class 2 contains 85923 members 
Entering Unmasked Estep 
Score: -22112144.000000 Penalty: 5995.809082
	Iteration 16Q: 3 clusters Score -2.211214e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92148 members 
Mstep: Class 2 contains 85636 members 
Entering Unmasked Estep 
Score: -22112318.000000 Penalty: 5995.809082
	Iteration 17Q: 3 clusters Score -2.211232e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92452 members 
Mstep: Class 2 contains 85332 members 
Entering Unmasked Estep 
Score: -22112550.000000 Penalty: 5995.809082
	Iteration 18Q: 3 clusters Score -2.211255e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92763 members 
Mstep: Class 2 contains 85021 members 
Entering Unmasked Estep 
Score: -22112670.000000 Penalty: 5995.809082
	Iteration 19Q: 3 clusters Score -2.211267e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93037 members 
Mstep: Class 2 contains 84747 members 
Entering Unmasked Estep 
Score: -22112888.000000 Penalty: 5995.809082
	Iteration 20F: 3 clusters Score -2.211289e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93303 members 
Mstep: Class 2 contains 84481 members 
Entering Unmasked Estep 
Score: -22113030.000000 Penalty: 5995.809082
	Iteration 21Q: 3 clusters Score -2.211303e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93496 members 
Mstep: Class 2 contains 84288 members 
Entering Unmasked Estep 
Score: -22113098.000000 Penalty: 5995.809082
	Iteration 22Q: 3 clusters Score -2.21131e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93693 members 
Mstep: Class 2 contains 84091 members 
Entering Unmasked Estep 
Score: -22113356.000000 Penalty: 5995.809082
	Iteration 23Q: 3 clusters Score -2.211336e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93827 members 
Mstep: Class 2 contains 83957 members 
Entering Unmasked Estep 
Score: -22113452.000000 Penalty: 5995.809082
	Iteration 24Q: 3 clusters Score -2.211345e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93955 members 
Mstep: Class 2 contains 83829 members 
Entering Unmasked Estep 
Score: -22113494.000000 Penalty: 5995.809082
	Iteration 25Q: 3 clusters Score -2.211349e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94098 members 
Mstep: Class 2 contains 83686 members 
Entering Unmasked Estep 
Score: -22113638.000000 Penalty: 5995.809082
	Iteration 26Q: 3 clusters Score -2.211364e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94196 members 
Mstep: Class 2 contains 83588 members 
Entering Unmasked Estep 
Score: -22113672.000000 Penalty: 5995.809082
	Iteration 27Q: 3 clusters Score -2.211367e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94349 members 
Mstep: Class 2 contains 83435 members 
Entering Unmasked Estep 
Score: -22113764.000000 Penalty: 5995.809082
	Iteration 28Q: 3 clusters Score -2.211376e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94495 members 
Mstep: Class 2 contains 83289 members 
Entering Unmasked Estep 
Score: -22113828.000000 Penalty: 5995.809082
	Iteration 29Q: 3 clusters Score -2.211383e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94634 members 
Mstep: Class 2 contains 83150 members 
Entering Unmasked Estep 
Score: -22113874.000000 Penalty: 5995.809082
	Iteration 30Q: 3 clusters Score -2.211387e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94742 members 
Mstep: Class 2 contains 83042 members 
Entering Unmasked Estep 
Score: -22113928.000000 Penalty: 5995.809082
	Iteration 31Q: 3 clusters Score -2.211393e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94855 members 
Mstep: Class 2 contains 82929 members 
Entering Unmasked Estep 
Score: -22113996.000000 Penalty: 5995.809082
	Iteration 32Q: 3 clusters Score -2.2114e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94937 members 
Mstep: Class 2 contains 82847 members 
Entering Unmasked Estep 
Score: -22114116.000000 Penalty: 5995.809082
	Iteration 33Q: 3 clusters Score -2.211412e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95035 members 
Mstep: Class 2 contains 82749 members 
Entering Unmasked Estep 
Score: -22114174.000000 Penalty: 5995.809082
	Iteration 34Q: 3 clusters Score -2.211417e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95115 members 
Mstep: Class 2 contains 82669 members 
Entering Unmasked Estep 
Score: -22114206.000000 Penalty: 5995.809082
	Iteration 35Q: 3 clusters Score -2.211421e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95194 members 
Mstep: Class 2 contains 82590 members 
Entering Unmasked Estep 
Score: -22114232.000000 Penalty: 5995.809082
	Iteration 36Q: 3 clusters Score -2.211423e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95286 members 
Mstep: Class 2 contains 82498 members 
Entering Unmasked Estep 
Score: -22114306.000000 Penalty: 5995.809082
	Iteration 37Q: 3 clusters Score -2.211431e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95371 members 
Mstep: Class 2 contains 82413 members 
Entering Unmasked Estep 
Score: -22114416.000000 Penalty: 5995.809082
	Iteration 38Q: 3 clusters Score -2.211442e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95448 members 
Mstep: Class 2 contains 82336 members 
Entering Unmasked Estep 
Score: -22114466.000000 Penalty: 5995.809082
	Iteration 39Q: 3 clusters Score -2.211447e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95530 members 
Mstep: Class 2 contains 82254 members 
Entering Unmasked Estep 
Score: -22114454.000000 Penalty: 5995.809082
	Iteration 40F: 3 clusters Score -2.211445e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95605 members 
Mstep: Class 2 contains 82179 members 
Entering Unmasked Estep 
Score: -22114434.000000 Penalty: 5995.809082
	Iteration 41Q: 3 clusters Score -2.211443e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95722 members 
Mstep: Class 2 contains 82062 members 
Entering Unmasked Estep 
Score: -22114418.000000 Penalty: 5995.809082
	Iteration 42Q: 3 clusters Score -2.211442e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95866 members 
Mstep: Class 2 contains 81918 members 
Entering Unmasked Estep 
Score: -22114426.000000 Penalty: 5995.809082
	Iteration 43Q: 3 clusters Score -2.211443e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96023 members 
Mstep: Class 2 contains 81761 members 
Entering Unmasked Estep 
Score: -22114418.000000 Penalty: 5995.809082
	Iteration 44Q: 3 clusters Score -2.211442e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96180 members 
Mstep: Class 2 contains 81604 members 
Entering Unmasked Estep 
Score: -22114472.000000 Penalty: 5995.809082
	Iteration 45Q: 3 clusters Score -2.211447e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96362 members 
Mstep: Class 2 contains 81422 members 
Entering Unmasked Estep 
Score: -22114486.000000 Penalty: 5995.809082
	Iteration 46Q: 3 clusters Score -2.211449e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96537 members 
Mstep: Class 2 contains 81247 members 
Entering Unmasked Estep 
Score: -22114420.000000 Penalty: 5995.809082
	Iteration 47Q: 3 clusters Score -2.211442e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96715 members 
Mstep: Class 2 contains 81069 members 
Entering Unmasked Estep 
Score: -22114430.000000 Penalty: 5995.809082
	Iteration 48Q: 3 clusters Score -2.211443e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96903 members 
Mstep: Class 2 contains 80881 members 
Entering Unmasked Estep 
Score: -22114528.000000 Penalty: 5995.809082
	Iteration 49Q: 3 clusters Score -2.211453e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97109 members 
Mstep: Class 2 contains 80675 members 
Entering Unmasked Estep 
Score: -22114488.000000 Penalty: 5995.809082
	Iteration 50Q: 3 clusters Score -2.211449e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97302 members 
Mstep: Class 2 contains 80482 members 
Entering Unmasked Estep 
Score: -22114490.000000 Penalty: 5995.809082
	Iteration 51Q: 3 clusters Score -2.211449e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97484 members 
Mstep: Class 2 contains 80300 members 
Entering Unmasked Estep 
Score: -22114506.000000 Penalty: 5995.809082
	Iteration 52Q: 3 clusters Score -2.211451e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97660 members 
Mstep: Class 2 contains 80124 members 
Entering Unmasked Estep 
Score: -22114512.000000 Penalty: 5995.809082
	Iteration 53Q: 3 clusters Score -2.211451e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97855 members 
Mstep: Class 2 contains 79929 members 
Entering Unmasked Estep 
Score: -22114600.000000 Penalty: 5995.809082
	Iteration 54Q: 3 clusters Score -2.21146e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98044 members 
Mstep: Class 2 contains 79740 members 
Entering Unmasked Estep 
Score: -22114560.000000 Penalty: 5995.809082
	Iteration 55Q: 3 clusters Score -2.211456e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98226 members 
Mstep: Class 2 contains 79558 members 
Entering Unmasked Estep 
Score: -22114540.000000 Penalty: 5995.809082
	Iteration 56Q: 3 clusters Score -2.211454e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98386 members 
Mstep: Class 2 contains 79398 members 
Entering Unmasked Estep 
Score: -22114588.000000 Penalty: 5995.809082
	Iteration 57Q: 3 clusters Score -2.211459e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98528 members 
Mstep: Class 2 contains 79256 members 
Entering Unmasked Estep 
Score: -22114584.000000 Penalty: 5995.809082
	Iteration 58Q: 3 clusters Score -2.211458e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98660 members 
Mstep: Class 2 contains 79124 members 
Entering Unmasked Estep 
Score: -22114632.000000 Penalty: 5995.809082
	Iteration 59Q: 3 clusters Score -2.211463e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98811 members 
Mstep: Class 2 contains 78973 members 
Entering Unmasked Estep 
Score: -22114634.000000 Penalty: 5995.809082
	Iteration 60F: 3 clusters Score -2.211463e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98946 members 
Mstep: Class 2 contains 78838 members 
Entering Unmasked Estep 
Score: -22114668.000000 Penalty: 5995.809082
	Iteration 61Q: 3 clusters Score -2.211467e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99067 members 
Mstep: Class 2 contains 78717 members 
Entering Unmasked Estep 
Score: -22114658.000000 Penalty: 5995.809082
	Iteration 62Q: 3 clusters Score -2.211466e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99189 members 
Mstep: Class 2 contains 78595 members 
Entering Unmasked Estep 
Score: -22114660.000000 Penalty: 5995.809082
	Iteration 63Q: 3 clusters Score -2.211466e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99323 members 
Mstep: Class 2 contains 78461 members 
Entering Unmasked Estep 
Score: -22114698.000000 Penalty: 5995.809082
	Iteration 64Q: 3 clusters Score -2.21147e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99466 members 
Mstep: Class 2 contains 78318 members 
Entering Unmasked Estep 
Score: -22114700.000000 Penalty: 5995.809082
	Iteration 65Q: 3 clusters Score -2.21147e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99631 members 
Mstep: Class 2 contains 78153 members 
Entering Unmasked Estep 
Score: -22114714.000000 Penalty: 5995.809082
	Iteration 66Q: 3 clusters Score -2.211471e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99806 members 
Mstep: Class 2 contains 77978 members 
Entering Unmasked Estep 
Score: -22114662.000000 Penalty: 5995.809082
	Iteration 67Q: 3 clusters Score -2.211466e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99949 members 
Mstep: Class 2 contains 77835 members 
Entering Unmasked Estep 
Score: -22114648.000000 Penalty: 5995.809082
	Iteration 68Q: 3 clusters Score -2.211465e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100069 members 
Mstep: Class 2 contains 77715 members 
Entering Unmasked Estep 
Score: -22114656.000000 Penalty: 5995.809082
	Iteration 69Q: 3 clusters Score -2.211466e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100173 members 
Mstep: Class 2 contains 77611 members 
Entering Unmasked Estep 
Score: -22114678.000000 Penalty: 5995.809082
	Iteration 70Q: 3 clusters Score -2.211468e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100281 members 
Mstep: Class 2 contains 77503 members 
Entering Unmasked Estep 
Score: -22114682.000000 Penalty: 5995.809082
	Iteration 71Q: 3 clusters Score -2.211468e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100423 members 
Mstep: Class 2 contains 77361 members 
Entering Unmasked Estep 
Score: -22114682.000000 Penalty: 5995.809082
	Iteration 72Q: 3 clusters Score -2.211468e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100583 members 
Mstep: Class 2 contains 77201 members 
Entering Unmasked Estep 
Score: -22114662.000000 Penalty: 5995.809082
	Iteration 73Q: 3 clusters Score -2.211466e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100767 members 
Mstep: Class 2 contains 77017 members 
Entering Unmasked Estep 
Score: -22114662.000000 Penalty: 5995.809082
	Iteration 74Q: 3 clusters Score -2.211466e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100963 members 
Mstep: Class 2 contains 76821 members 
Entering Unmasked Estep 
Score: -22114634.000000 Penalty: 5995.809082
	Iteration 75Q: 3 clusters Score -2.211463e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101175 members 
Mstep: Class 2 contains 76609 members 
Entering Unmasked Estep 
Score: -22114630.000000 Penalty: 5995.809082
	Iteration 76Q: 3 clusters Score -2.211463e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101405 members 
Mstep: Class 2 contains 76379 members 
Entering Unmasked Estep 
Score: -22114642.000000 Penalty: 5995.809082
	Iteration 77Q: 3 clusters Score -2.211464e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101620 members 
Mstep: Class 2 contains 76164 members 
Entering Unmasked Estep 
Score: -22114636.000000 Penalty: 5995.809082
	Iteration 78Q: 3 clusters Score -2.211464e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101825 members 
Mstep: Class 2 contains 75959 members 
Entering Unmasked Estep 
Score: -22114680.000000 Penalty: 5995.809082
	Iteration 79Q: 3 clusters Score -2.211468e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102021 members 
Mstep: Class 2 contains 75763 members 
Entering Unmasked Estep 
Score: -22114676.000000 Penalty: 5995.809082
	Iteration 80F: 3 clusters Score -2.211468e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102223 members 
Mstep: Class 2 contains 75561 members 
Entering Unmasked Estep 
Score: -22114742.000000 Penalty: 5995.809082
	Iteration 81Q: 3 clusters Score -2.211474e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102412 members 
Mstep: Class 2 contains 75372 members 
Entering Unmasked Estep 
Score: -22114710.000000 Penalty: 5995.809082
	Iteration 82Q: 3 clusters Score -2.211471e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102621 members 
Mstep: Class 2 contains 75163 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -2.211473e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102850 members 
Mstep: Class 2 contains 74934 members 
Entering Unmasked Estep 
Score: -22114694.000000 Penalty: 5995.809082
	Iteration 84Q: 3 clusters Score -2.211469e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103093 members 
Mstep: Class 2 contains 74691 members 
Entering Unmasked Estep 
Score: -22114698.000000 Penalty: 5995.809082
	Iteration 85Q: 3 clusters Score -2.21147e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103349 members 
Mstep: Class 2 contains 74435 members 
Entering Unmasked Estep 
Score: -22114722.000000 Penalty: 5995.809082
	Iteration 86Q: 3 clusters Score -2.211472e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103613 members 
Mstep: Class 2 contains 74171 members 
Entering Unmasked Estep 
Score: -22114684.000000 Penalty: 5995.809082
	Iteration 87Q: 3 clusters Score -2.211468e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103878 members 
Mstep: Class 2 contains 73906 members 
Entering Unmasked Estep 
Score: -22114696.000000 Penalty: 5995.809082
	Iteration 88Q: 3 clusters Score -2.21147e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104141 members 
Mstep: Class 2 contains 73643 members 
Entering Unmasked Estep 
Score: -22114664.000000 Penalty: 5995.809082
	Iteration 89Q: 3 clusters Score -2.211466e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104440 members 
Mstep: Class 2 contains 73344 members 
Entering Unmasked Estep 
Score: -22114666.000000 Penalty: 5995.809082
	Iteration 90Q: 3 clusters Score -2.211467e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104726 members 
Mstep: Class 2 contains 73058 members 
Entering Unmasked Estep 
Score: -22114678.000000 Penalty: 5995.809082
	Iteration 91Q: 3 clusters Score -2.211468e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105038 members 
Mstep: Class 2 contains 72746 members 
Entering Unmasked Estep 
Score: -22114712.000000 Penalty: 5995.809082
	Iteration 92Q: 3 clusters Score -2.211471e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105356 members 
Mstep: Class 2 contains 72428 members 
Entering Unmasked Estep 
Score: -22114724.000000 Penalty: 5995.809082
	Iteration 93Q: 3 clusters Score -2.211472e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105709 members 
Mstep: Class 2 contains 72075 members 
Entering Unmasked Estep 
Score: -22114674.000000 Penalty: 5995.809082
	Iteration 94Q: 3 clusters Score -2.211467e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106103 members 
Mstep: Class 2 contains 71681 members 
Entering Unmasked Estep 
Score: -22114718.000000 Penalty: 5995.809082
	Iteration 95Q: 3 clusters Score -2.211472e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106503 members 
Mstep: Class 2 contains 71281 members 
Entering Unmasked Estep 
Score: -22114778.000000 Penalty: 5995.809082
	Iteration 96Q: 3 clusters Score -2.211478e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106942 members 
Mstep: Class 2 contains 70842 members 
Entering Unmasked Estep 
Score: -22114842.000000 Penalty: 5995.809082
	Iteration 97Q: 3 clusters Score -2.211484e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107410 members 
Mstep: Class 2 contains 70374 members 
Entering Unmasked Estep 
Score: -22114818.000000 Penalty: 5995.809082
	Iteration 98Q: 3 clusters Score -2.211482e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107919 members 
Mstep: Class 2 contains 69865 members 
Entering Unmasked Estep 
Score: -22114848.000000 Penalty: 5995.809082
	Iteration 99Q: 3 clusters Score -2.211485e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108431 members 
Mstep: Class 2 contains 69353 members 
Entering Unmasked Estep 
Score: -22114870.000000 Penalty: 5995.809082
	Iteration 100F: 3 clusters Score -2.211487e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108987 members 
Mstep: Class 2 contains 68797 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -2.211496e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109542 members 
Mstep: Class 2 contains 68242 members 
Entering Unmasked Estep 
Score: -22115056.000000 Penalty: 5995.809082
	Iteration 102Q: 3 clusters Score -2.211506e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110137 members 
Mstep: Class 2 contains 67647 members 
Entering Unmasked Estep 
Score: -22115094.000000 Penalty: 5995.809082
	Iteration 103Q: 3 clusters Score -2.211509e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110761 members 
Mstep: Class 2 contains 67023 members 
Entering Unmasked Estep 
Score: -22115102.000000 Penalty: 5995.809082
	Iteration 104Q: 3 clusters Score -2.21151e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111399 members 
Mstep: Class 2 contains 66385 members 
Entering Unmasked Estep 
Score: -22115144.000000 Penalty: 5995.809082
	Iteration 105Q: 3 clusters Score -2.211514e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112087 members 
Mstep: Class 2 contains 65697 members 
Entering Unmasked Estep 
Score: -22115176.000000 Penalty: 5995.809082
	Iteration 106Q: 3 clusters Score -2.211518e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112808 members 
Mstep: Class 2 contains 64976 members 
Entering Unmasked Estep 
Score: -22115278.000000 Penalty: 5995.809082
	Iteration 107Q: 3 clusters Score -2.211528e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113583 members 
Mstep: Class 2 contains 64201 members 
Entering Unmasked Estep 
Score: -22115388.000000 Penalty: 5995.809082
	Iteration 108Q: 3 clusters Score -2.211539e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114435 members 
Mstep: Class 2 contains 63349 members 
Entering Unmasked Estep 
Score: -22115444.000000 Penalty: 5995.809082
	Iteration 109Q: 3 clusters Score -2.211544e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115303 members 
Mstep: Class 2 contains 62481 members 
Entering Unmasked Estep 
Score: -22115466.000000 Penalty: 5995.809082
	Iteration 110Q: 3 clusters Score -2.211547e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116215 members 
Mstep: Class 2 contains 61569 members 
Entering Unmasked Estep 
Score: -22115688.000000 Penalty: 5995.809082
	Iteration 111Q: 3 clusters Score -2.211569e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117155 members 
Mstep: Class 2 contains 60629 members 
Entering Unmasked Estep 
Score: -22115794.000000 Penalty: 5995.809082
	Iteration 112Q: 3 clusters Score -2.211579e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118206 members 
Mstep: Class 2 contains 59578 members 
Entering Unmasked Estep 
Score: -22115882.000000 Penalty: 5995.809082
	Iteration 113Q: 3 clusters Score -2.211588e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119344 members 
Mstep: Class 2 contains 58440 members 
Entering Unmasked Estep 
Score: -22115996.000000 Penalty: 5995.809082
	Iteration 114Q: 3 clusters Score -2.2116e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120547 members 
Mstep: Class 2 contains 57237 members 
Entering Unmasked Estep 
Score: -22116170.000000 Penalty: 5995.809082
	Iteration 115Q: 3 clusters Score -2.211617e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121860 members 
Mstep: Class 2 contains 55924 members 
Entering Unmasked Estep 
Score: -22116260.000000 Penalty: 5995.809082
	Iteration 116Q: 3 clusters Score -2.211626e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123295 members 
Mstep: Class 2 contains 54489 members 
Entering Unmasked Estep 
Score: -22116452.000000 Penalty: 5995.809082
	Iteration 117Q: 3 clusters Score -2.211645e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124796 members 
Mstep: Class 2 contains 52988 members 
Entering Unmasked Estep 
Score: -22116718.000000 Penalty: 5995.809082
	Iteration 118Q: 3 clusters Score -2.211672e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126346 members 
Mstep: Class 2 contains 51438 members 
Entering Unmasked Estep 
Score: -22117026.000000 Penalty: 5995.809082
	Iteration 119Q: 3 clusters Score -2.211703e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128009 members 
Mstep: Class 2 contains 49775 members 
Entering Unmasked Estep 
Score: -22117380.000000 Penalty: 5995.809082
	Iteration 120F: 3 clusters Score -2.211738e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129703 members 
Mstep: Class 2 contains 48081 members 
Entering Unmasked Estep 
Score: -22117740.000000 Penalty: 5995.809082
	Iteration 121Q: 3 clusters Score -2.211774e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131480 members 
Mstep: Class 2 contains 46304 members 
Entering Unmasked Estep 
Score: -22118126.000000 Penalty: 5995.809082
	Iteration 122Q: 3 clusters Score -2.211813e+07 nChanged 1922
Entering Unmasked Mstep 
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Mstep: Class 1 contains 133400 members 
Mstep: Class 2 contains 44384 members 
Entering Unmasked Estep 
Score: -22118506.000000 Penalty: 5995.809082
	Iteration 123Q: 3 clusters Score -2.211851e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135401 members 
Mstep: Class 2 contains 42383 members 
Entering Unmasked Estep 
Score: -22119096.000000 Penalty: 5995.809082
	Iteration 124Q: 3 clusters Score -2.21191e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137456 members 
Mstep: Class 2 contains 40328 members 
Entering Unmasked Estep 
Score: -22119606.000000 Penalty: 5995.809082
	Iteration 125Q: 3 clusters Score -2.211961e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139630 members 
Mstep: Class 2 contains 38154 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -2.212004e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141827 members 
Mstep: Class 2 contains 35957 members 
Entering Unmasked Estep 
Score: -22120684.000000 Penalty: 5995.809082
	Iteration 127Q: 3 clusters Score -2.212068e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144108 members 
Mstep: Class 2 contains 33676 members 
Entering Unmasked Estep 
Score: -22121250.000000 Penalty: 5995.809082
	Iteration 128Q: 3 clusters Score -2.212125e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146362 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -22121968.000000 Penalty: 5995.809082
	Iteration 129Q: 3 clusters Score -2.212197e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148673 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -22122756.000000 Penalty: 5995.809082
	Iteration 130Q: 3 clusters Score -2.212276e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151017 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -2.212363e+07 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153360 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -2.212442e+07 nChanged 2266
Entering Unmasked Mstep 
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Mstep: Class 1 contains 155624 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -2.212527e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157831 members 
Mstep: Class 2 contains 19953 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -2.212609e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160023 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -22127024.000000 Penalty: 5995.809082
	Iteration 135Q: 3 clusters Score -2.212702e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162079 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -2.212779e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164017 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -22128702.000000 Penalty: 5995.809082
	Iteration 137Q: 3 clusters Score -2.21287e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165783 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -22129534.000000 Penalty: 5995.809082
	Iteration 138Q: 3 clusters Score -2.212953e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167409 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -22130250.000000 Penalty: 5995.809082
	Iteration 139Q: 3 clusters Score -2.213025e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168849 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -22130844.000000 Penalty: 5995.809082
	Iteration 140F: 3 clusters Score -2.213084e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170077 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -22131226.000000 Penalty: 5995.809082
	Iteration 141Q: 3 clusters Score -2.213123e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171125 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -22131610.000000 Penalty: 5995.809082
	Iteration 142Q: 3 clusters Score -2.213161e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172066 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -2.213206e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172883 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -2.213239e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173517 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -22132722.000000 Penalty: 5995.809082
	Iteration 145Q: 3 clusters Score -2.213272e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174054 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -2.213301e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174485 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -22133144.000000 Penalty: 5995.809082
	Iteration 147Q: 3 clusters Score -2.213314e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174824 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -2.213328e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175104 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -22133432.000000 Penalty: 5995.809082
	Iteration 149Q: 3 clusters Score -2.213343e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175306 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -22133596.000000 Penalty: 5995.809082
	Iteration 150Q: 3 clusters Score -2.21336e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175488 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -22133706.000000 Penalty: 5995.809082
	Iteration 151Q: 3 clusters Score -2.213371e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175621 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -22133768.000000 Penalty: 5995.809082
	Iteration 152Q: 3 clusters Score -2.213377e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175740 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -22133860.000000 Penalty: 5995.809082
	Iteration 153Q: 3 clusters Score -2.213386e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175834 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -22133904.000000 Penalty: 5995.809082
	Iteration 154Q: 3 clusters Score -2.21339e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175905 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -22133928.000000 Penalty: 5995.809082
	Iteration 155Q: 3 clusters Score -2.213393e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175954 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -22133910.000000 Penalty: 5995.809082
	Iteration 156Q: 3 clusters Score -2.213391e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175994 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -22133928.000000 Penalty: 5995.809082
	Iteration 157Q: 3 clusters Score -2.213393e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176012 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -22133956.000000 Penalty: 5995.809082
	Iteration 158Q: 3 clusters Score -2.213396e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176027 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -22133964.000000 Penalty: 5995.809082
	Iteration 159Q: 3 clusters Score -2.213396e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176049 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -22133958.000000 Penalty: 5995.809082
	Iteration 160F: 3 clusters Score -2.213396e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176068 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -22133966.000000 Penalty: 5995.809082
	Iteration 161Q: 3 clusters Score -2.213397e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176089 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -22134000.000000 Penalty: 5995.809082
	Iteration 162Q: 3 clusters Score -2.2134e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176097 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -22134010.000000 Penalty: 5995.809082
	Iteration 163Q: 3 clusters Score -2.213401e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176109 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -22134022.000000 Penalty: 5995.809082
	Iteration 164Q: 3 clusters Score -2.213402e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176114 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -22134024.000000 Penalty: 5995.809082
	Iteration 165Q: 3 clusters Score -2.213402e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176124 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -22134038.000000 Penalty: 5995.809082
	Iteration 166Q: 3 clusters Score -2.213404e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176139 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -22134032.000000 Penalty: 5995.809082
	Iteration 167Q: 3 clusters Score -2.213403e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176142 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -22134040.000000 Penalty: 5995.809082
	Iteration 168Q: 3 clusters Score -2.213404e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176145 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -22134036.000000 Penalty: 5995.809082
	Iteration 169Q: 3 clusters Score -2.213404e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176150 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -22134014.000000 Penalty: 5995.809082
	Iteration 170Q: 3 clusters Score -2.213401e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176156 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -22134014.000000 Penalty: 5995.809082
	Iteration 171Q: 3 clusters Score -2.213401e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176157 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -22134028.000000 Penalty: 5995.809082
	Iteration 172Q: 3 clusters Score -2.213403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176158 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -22134016.000000 Penalty: 5995.809082
	Iteration 173Q: 3 clusters Score -2.213402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176160 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -22134028.000000 Penalty: 5995.809082
	Iteration 174Q: 3 clusters Score -2.213403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176161 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -22134032.000000 Penalty: 5995.809082
	Iteration 175Q: 3 clusters Score -2.213403e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176161 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -22134032.000000 Penalty: 5995.809082
	Iteration 176F: 3 clusters Score -2.213403e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (1385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Entering Unmasked Estep 
Score: -160920.578125 Penalty: 1793.896973
	Iteration 0F: 2 clusters Score -160920.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -158828.968750 Penalty: 3587.793945
	Iteration 0F: 3 clusters Score -158829 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -159265.875000 Penalty: 3587.793945
	Iteration 1F: 3 clusters Score -159265.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -159512.859375 Penalty: 3587.793945
	Iteration 2F: 3 clusters Score -159512.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -159702.515625 Penalty: 3587.793945
	Iteration 3F: 3 clusters Score -159702.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -159896.359375 Penalty: 3587.793945
	Iteration 4Q: 3 clusters Score -159896.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -160105.843750 Penalty: 3587.793945
	Iteration 5F: 3 clusters Score -160105.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -160385.421875 Penalty: 3587.793945
	Iteration 6F: 3 clusters Score -160385.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -160611.203125 Penalty: 3587.793945
	Iteration 7Q: 3 clusters Score -160611.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -160810.156250 Penalty: 3587.793945
	Iteration 8Q: 3 clusters Score -160810.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -160945.421875 Penalty: 3587.793945
	Iteration 9Q: 3 clusters Score -160945.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -161018.671875 Penalty: 3587.793945
	Iteration 10Q: 3 clusters Score -161018.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -161100.531250 Penalty: 3587.793945
	Iteration 11Q: 3 clusters Score -161100.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -161189.328125 Penalty: 3587.793945
	Iteration 12Q: 3 clusters Score -161189.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -161249.359375 Penalty: 3587.793945
	Iteration 13Q: 3 clusters Score -161249.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -161288.781250 Penalty: 3587.793945
	Iteration 14Q: 3 clusters Score -161288.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -161318.859375 Penalty: 3587.793945
	Iteration 15Q: 3 clusters Score -161318.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -161327.875000 Penalty: 3587.793945
	Iteration 16Q: 3 clusters Score -161327.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -161335.203125 Penalty: 3587.793945
	Iteration 17Q: 3 clusters Score -161335.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -161335.203125 Penalty: 3587.793945
	Iteration 18F: 3 clusters Score -161335.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 13071 members 
Mstep: Class 3 contains 52363 members 
Mstep: Class 4 contains 35515 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 31057 members 
Mstep: Class 8 contains 27592 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95055 members 
Mstep: Class 11 contains 14621 members 
Mstep: Class 12 contains 4256 members 
Mstep: Class 13 contains 264796 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 37198 members 
Mstep: Class 18 contains 371 members 
Mstep: Class 19 contains 54824 members 
Mstep: Class 20 contains 177784 members 
Mstep: Class 21 contains 1014 members 
Mstep: Class 22 contains 5666 members 
Entering Unmasked Estep 
Score: -104778248.000000 Penalty: 74538.125000
Splitting cluster 21 changes total score from -104779280.000000 to -104778248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (5666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Entering Unmasked Estep 
Score: -668574.062500 Penalty: 2143.275146
	Iteration 0F: 2 clusters Score -668574.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -663659.062500 Penalty: 4286.550293
	Iteration 0F: 3 clusters Score -663659.1 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -664989.875000 Penalty: 4286.550293
	Iteration 1F: 3 clusters Score -664989.9 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -665416.187500 Penalty: 4286.550293
	Iteration 2F: 3 clusters Score -665416.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -665804.687500 Penalty: 4286.550293
	Iteration 3F: 3 clusters Score -665804.7 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -666158.562500 Penalty: 4286.550293
	Iteration 4F: 3 clusters Score -666158.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -666444.062500 Penalty: 4286.550293
	Iteration 5F: 3 clusters Score -666444.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -666635.500000 Penalty: 4286.550293
	Iteration 6Q: 3 clusters Score -666635.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -666766.625000 Penalty: 4286.550293
	Iteration 7Q: 3 clusters Score -666766.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -666872.625000 Penalty: 4286.550293
	Iteration 8Q: 3 clusters Score -666872.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -666965.687500 Penalty: 4286.550293
	Iteration 9Q: 3 clusters Score -666965.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -667017.000000 Penalty: 4286.550293
	Iteration 10Q: 3 clusters Score -667017 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -667059.687500 Penalty: 4286.550293
	Iteration 11Q: 3 clusters Score -667059.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -667087.625000 Penalty: 4286.550293
	Iteration 12Q: 3 clusters Score -667087.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -667104.125000 Penalty: 4286.550293
	Iteration 13Q: 3 clusters Score -667104.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -667125.312500 Penalty: 4286.550293
	Iteration 14Q: 3 clusters Score -667125.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -667137.687500 Penalty: 4286.550293
	Iteration 15Q: 3 clusters Score -667137.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -667151.812500 Penalty: 4286.550293
	Iteration 16Q: 3 clusters Score -667151.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -667157.750000 Penalty: 4286.550293
	Iteration 17Q: 3 clusters Score -667157.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -667165.875000 Penalty: 4286.550293
	Iteration 18Q: 3 clusters Score -667165.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -667170.125000 Penalty: 4286.550293
	Iteration 19Q: 3 clusters Score -667170.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -667172.375000 Penalty: 4286.550293
	Iteration 20F: 3 clusters Score -667172.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -667176.437500 Penalty: 4286.550293
	Iteration 21Q: 3 clusters Score -667176.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -667179.062500 Penalty: 4286.550293
	Iteration 22Q: 3 clusters Score -667179.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -667181.812500 Penalty: 4286.550293
	Iteration 23Q: 3 clusters Score -667181.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -667186.187500 Penalty: 4286.550293
	Iteration 24Q: 3 clusters Score -667186.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -667188.687500 Penalty: 4286.550293
	Iteration 25Q: 3 clusters Score -667188.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -667190.875000 Penalty: 4286.550293
	Iteration 26Q: 3 clusters Score -667190.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -667194.562500 Penalty: 4286.550293
	Iteration 27Q: 3 clusters Score -667194.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -667199.187500 Penalty: 4286.550293
	Iteration 28Q: 3 clusters Score -667199.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -667200.875000 Penalty: 4286.550293
	Iteration 29Q: 3 clusters Score -667200.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -667205.125000 Penalty: 4286.550293
	Iteration 30Q: 3 clusters Score -667205.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -667209.750000 Penalty: 4286.550293
	Iteration 31Q: 3 clusters Score -667209.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -667214.062500 Penalty: 4286.550293
	Iteration 32Q: 3 clusters Score -667214.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -667217.500000 Penalty: 4286.550293
	Iteration 33Q: 3 clusters Score -667217.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -667217.375000 Penalty: 4286.550293
	Iteration 34Q: 3 clusters Score -667217.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -667217.187500 Penalty: 4286.550293
	Iteration 35Q: 3 clusters Score -667217.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -667219.625000 Penalty: 4286.550293
	Iteration 36Q: 3 clusters Score -667219.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -667219.250000 Penalty: 4286.550293
	Iteration 37Q: 3 clusters Score -667219.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -667221.812500 Penalty: 4286.550293
	Iteration 38Q: 3 clusters Score -667221.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -667223.812500 Penalty: 4286.550293
	Iteration 39Q: 3 clusters Score -667223.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -667225.687500 Penalty: 4286.550293
	Iteration 40F: 3 clusters Score -667225.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -667226.125000 Penalty: 4286.550293
	Iteration 41Q: 3 clusters Score -667226.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -667227.000000 Penalty: 4286.550293
	Iteration 42Q: 3 clusters Score -667227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -667227.937500 Penalty: 4286.550293
	Iteration 43Q: 3 clusters Score -667227.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -667230.125000 Penalty: 4286.550293
	Iteration 44Q: 3 clusters Score -667230.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -667230.875000 Penalty: 4286.550293
	Iteration 45Q: 3 clusters Score -667230.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -667232.187500 Penalty: 4286.550293
	Iteration 46Q: 3 clusters Score -667232.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -667231.062500 Penalty: 4286.550293
	Iteration 47Q: 3 clusters Score -667231.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -667231.062500 Penalty: 4286.550293
	Iteration 48F: 3 clusters Score -667231.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 13071 members 
Mstep: Class 3 contains 52363 members 
Mstep: Class 4 contains 35515 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 31057 members 
Mstep: Class 8 contains 27592 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95055 members 
Mstep: Class 11 contains 14621 members 
Mstep: Class 12 contains 4256 members 
Mstep: Class 13 contains 264796 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 37198 members 
Mstep: Class 19 contains 54824 members 
Mstep: Class 20 contains 177784 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779304.000000 Penalty: 71150.023438
Iteration 479Q: 22 clusters Score -1.047793e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 13071 members 
Mstep: Class 3 contains 52363 members 
Mstep: Class 4 contains 35515 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 31055 members 
Mstep: Class 8 contains 27592 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95054 members 
Mstep: Class 11 contains 14621 members 
Mstep: Class 12 contains 4256 members 
Mstep: Class 13 contains 264803 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 37197 members 
Mstep: Class 19 contains 54824 members 
Mstep: Class 20 contains 177782 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779272.000000 Penalty: 71150.023438
Iteration 480F: 22 clusters Score -1.047793e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 13071 members 
Mstep: Class 3 contains 52362 members 
Mstep: Class 4 contains 35515 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 31054 members 
Mstep: Class 8 contains 27590 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95055 members 
Mstep: Class 11 contains 14621 members 
Mstep: Class 12 contains 4256 members 
Mstep: Class 13 contains 264809 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 37196 members 
Mstep: Class 19 contains 54822 members 
Mstep: Class 20 contains 177781 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779368.000000 Penalty: 71150.023438
Iteration 481Q: 22 clusters Score -1.047794e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 13071 members 
Mstep: Class 3 contains 52360 members 
Mstep: Class 4 contains 35515 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 31054 members 
Mstep: Class 8 contains 27590 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95054 members 
Mstep: Class 11 contains 14620 members 
Mstep: Class 12 contains 4256 members 
Mstep: Class 13 contains 264818 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 37195 members 
Mstep: Class 19 contains 54819 members 
Mstep: Class 20 contains 177780 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779384.000000 Penalty: 71150.023438
Iteration 482Q: 22 clusters Score -1.047794e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 13071 members 
Mstep: Class 3 contains 52359 members 
Mstep: Class 4 contains 35515 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 31053 members 
Mstep: Class 8 contains 27590 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95055 members 
Mstep: Class 11 contains 14619 members 
Mstep: Class 12 contains 4256 members 
Mstep: Class 13 contains 264830 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 37195 members 
Mstep: Class 19 contains 54818 members 
Mstep: Class 20 contains 177771 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779424.000000 Penalty: 71150.023438
Iteration 483Q: 22 clusters Score -1.047794e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 13071 members 
Mstep: Class 3 contains 52359 members 
Mstep: Class 4 contains 35516 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 31051 members 
Mstep: Class 8 contains 27588 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95054 members 
Mstep: Class 11 contains 14618 members 
Mstep: Class 12 contains 4256 members 
Mstep: Class 13 contains 264842 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 37195 members 
Mstep: Class 19 contains 54817 members 
Mstep: Class 20 contains 177765 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779520.000000 Penalty: 71150.023438
Iteration 484Q: 22 clusters Score -1.047795e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 13071 members 
Mstep: Class 3 contains 52358 members 
Mstep: Class 4 contains 35515 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 31050 members 
Mstep: Class 8 contains 27586 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95055 members 
Mstep: Class 11 contains 14618 members 
Mstep: Class 12 contains 4256 members 
Mstep: Class 13 contains 264862 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 37194 members 
Mstep: Class 19 contains 54815 members 
Mstep: Class 20 contains 177753 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779496.000000 Penalty: 71150.023438
Iteration 485Q: 22 clusters Score -1.047795e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 13071 members 
Mstep: Class 3 contains 52356 members 
Mstep: Class 4 contains 35515 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 31051 members 
Mstep: Class 8 contains 27582 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95056 members 
Mstep: Class 11 contains 14617 members 
Mstep: Class 12 contains 4256 members 
Mstep: Class 13 contains 264878 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 37194 members 
Mstep: Class 19 contains 54814 members 
Mstep: Class 20 contains 177744 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779392.000000 Penalty: 71150.023438
Iteration 486Q: 22 clusters Score -1.047794e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 13071 members 
Mstep: Class 3 contains 52350 members 
Mstep: Class 4 contains 35514 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 31051 members 
Mstep: Class 8 contains 27580 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95062 members 
Mstep: Class 11 contains 14616 members 
Mstep: Class 12 contains 4256 members 
Mstep: Class 13 contains 264886 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 37192 members 
Mstep: Class 19 contains 54814 members 
Mstep: Class 20 contains 177742 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779448.000000 Penalty: 71150.023438
Iteration 487Q: 22 clusters Score -1.047794e+08 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 13071 members 
Mstep: Class 3 contains 52344 members 
Mstep: Class 4 contains 35510 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 31051 members 
Mstep: Class 8 contains 27579 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95064 members 
Mstep: Class 11 contains 14614 members 
Mstep: Class 12 contains 4256 members 
Mstep: Class 13 contains 264889 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 37190 members 
Mstep: Class 19 contains 54815 members 
Mstep: Class 20 contains 177752 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779464.000000 Penalty: 71150.023438
Iteration 488Q: 22 clusters Score -1.047795e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 13071 members 
Mstep: Class 3 contains 52342 members 
Mstep: Class 4 contains 35510 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 31051 members 
Mstep: Class 8 contains 27577 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95061 members 
Mstep: Class 11 contains 14613 members 
Mstep: Class 12 contains 4256 members 
Mstep: Class 13 contains 264892 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 37188 members 
Mstep: Class 19 contains 54815 members 
Mstep: Class 20 contains 177759 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779392.000000 Penalty: 71150.023438
Iteration 489Q: 22 clusters Score -1.047794e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 13071 members 
Mstep: Class 3 contains 52342 members 
Mstep: Class 4 contains 35510 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 31050 members 
Mstep: Class 8 contains 27576 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95061 members 
Mstep: Class 11 contains 14613 members 
Mstep: Class 12 contains 4256 members 
Mstep: Class 13 contains 264894 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 37188 members 
Mstep: Class 19 contains 54815 members 
Mstep: Class 20 contains 177758 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779328.000000 Penalty: 71150.023438
Iteration 490Q: 22 clusters Score -1.047793e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 13071 members 
Mstep: Class 3 contains 52340 members 
Mstep: Class 4 contains 35510 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 31051 members 
Mstep: Class 8 contains 27575 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95066 members 
Mstep: Class 11 contains 14614 members 
Mstep: Class 12 contains 4256 members 
Mstep: Class 13 contains 264894 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 37188 members 
Mstep: Class 19 contains 54815 members 
Mstep: Class 20 contains 177754 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779344.000000 Penalty: 71150.023438
Iteration 491Q: 22 clusters Score -1.047793e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 13071 members 
Mstep: Class 3 contains 52340 members 
Mstep: Class 4 contains 35510 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 31048 members 
Mstep: Class 8 contains 27574 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95068 members 
Mstep: Class 11 contains 14614 members 
Mstep: Class 12 contains 4256 members 
Mstep: Class 13 contains 264897 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 37188 members 
Mstep: Class 19 contains 54815 members 
Mstep: Class 20 contains 177753 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779344.000000 Penalty: 71150.023438
Iteration 492Q: 22 clusters Score -1.047793e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 13071 members 
Mstep: Class 3 contains 52335 members 
Mstep: Class 4 contains 35510 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 31048 members 
Mstep: Class 8 contains 27571 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95071 members 
Mstep: Class 11 contains 14614 members 
Mstep: Class 12 contains 4256 members 
Mstep: Class 13 contains 264907 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 37188 members 
Mstep: Class 19 contains 54815 members 
Mstep: Class 20 contains 177748 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779368.000000 Penalty: 71150.023438
Iteration 493Q: 22 clusters Score -1.047794e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 13071 members 
Mstep: Class 3 contains 52331 members 
Mstep: Class 4 contains 35510 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 31047 members 
Mstep: Class 8 contains 27570 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95072 members 
Mstep: Class 11 contains 14614 members 
Mstep: Class 12 contains 4256 members 
Mstep: Class 13 contains 264918 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 37188 members 
Mstep: Class 19 contains 54815 members 
Mstep: Class 20 contains 177742 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779352.000000 Penalty: 71150.023438
Iteration 494Q: 22 clusters Score -1.047794e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 13071 members 
Mstep: Class 3 contains 52326 members 
Mstep: Class 4 contains 35509 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 31047 members 
Mstep: Class 8 contains 27569 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95074 members 
Mstep: Class 11 contains 14614 members 
Mstep: Class 12 contains 4256 members 
Mstep: Class 13 contains 264928 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 37188 members 
Mstep: Class 19 contains 54815 members 
Mstep: Class 20 contains 177736 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779344.000000 Penalty: 71150.023438
Iteration 495Q: 22 clusters Score -1.047793e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 13071 members 
Mstep: Class 3 contains 52323 members 
Mstep: Class 4 contains 35508 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 31048 members 
Mstep: Class 8 contains 27568 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95076 members 
Mstep: Class 11 contains 14614 members 
Mstep: Class 12 contains 4256 members 
Mstep: Class 13 contains 264941 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 37187 members 
Mstep: Class 19 contains 54813 members 
Mstep: Class 20 contains 177728 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779376.000000 Penalty: 71150.023438
Iteration 496Q: 22 clusters Score -1.047794e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 13072 members 
Mstep: Class 3 contains 52320 members 
Mstep: Class 4 contains 35507 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 31046 members 
Mstep: Class 8 contains 27567 members 
Mstep: Class 9 contains 6530 members 
Mstep: Class 10 contains 95078 members 
Mstep: Class 11 contains 14613 members 
Mstep: Class 12 contains 4256 members 
Mstep: Class 13 contains 264955 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 37186 members 
Mstep: Class 19 contains 54814 members 
Mstep: Class 20 contains 177719 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779416.000000 Penalty: 71150.023438
Iteration 497Q: 22 clusters Score -1.047794e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 13072 members 
Mstep: Class 3 contains 52316 members 
Mstep: Class 4 contains 35508 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 31040 members 
Mstep: Class 8 contains 27565 members 
Mstep: Class 9 contains 6529 members 
Mstep: Class 10 contains 95083 members 
Mstep: Class 11 contains 14610 members 
Mstep: Class 12 contains 4257 members 
Mstep: Class 13 contains 264972 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 37187 members 
Mstep: Class 19 contains 54814 members 
Mstep: Class 20 contains 177710 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779376.000000 Penalty: 71150.023438
Iteration 498Q: 22 clusters Score -1.047794e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 13072 members 
Mstep: Class 3 contains 52309 members 
Mstep: Class 4 contains 35508 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 31034 members 
Mstep: Class 8 contains 27564 members 
Mstep: Class 9 contains 6528 members 
Mstep: Class 10 contains 95084 members 
Mstep: Class 11 contains 14609 members 
Mstep: Class 12 contains 4257 members 
Mstep: Class 13 contains 264976 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 37187 members 
Mstep: Class 19 contains 54814 members 
Mstep: Class 20 contains 177720 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779352.000000 Penalty: 71150.023438
Iteration 499Q: 22 clusters Score -1.047794e+08 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 13072 members 
Mstep: Class 3 contains 52302 members 
Mstep: Class 4 contains 35505 members 
Mstep: Class 5 contains 6016 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 31034 members 
Mstep: Class 8 contains 27564 members 
Mstep: Class 9 contains 6528 members 
Mstep: Class 10 contains 95089 members 
Mstep: Class 11 contains 14607 members 
Mstep: Class 12 contains 4257 members 
Mstep: Class 13 contains 264985 members 
Mstep: Class 14 contains 2275 members 
Mstep: Class 15 contains 1340 members 
Mstep: Class 16 contains 1563 members 
Mstep: Class 17 contains 37188 members 
Mstep: Class 19 contains 54814 members 
Mstep: Class 20 contains 177716 members 
Mstep: Class 21 contains 1385 members 
Mstep: Class 22 contains 5666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104779352.000000 Penalty: 71150.023438
Iteration 500F: 22 clusters Score -1.047794e+08 nChanged 48
Maximum iterations exceeded
--- Evaluating fit on full set of 2572252 points ---
Entering Unmasked Estep 
Score: -317217184.000000 Penalty: 76871.601562
23->22 Clusters: Score -317217184.000000, best is -317714432.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 857417 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37407 members 
Mstep: Class 2 contains 36894 members 
Mstep: Class 3 contains 36931 members 
Mstep: Class 4 contains 37066 members 
Mstep: Class 5 contains 37009 members 
Mstep: Class 6 contains 37427 members 
Mstep: Class 7 contains 37292 members 
Mstep: Class 8 contains 37254 members 
Mstep: Class 9 contains 37503 members 
Mstep: Class 10 contains 37635 members 
Mstep: Class 11 contains 37727 members 
Mstep: Class 12 contains 37205 members 
Mstep: Class 13 contains 36920 members 
Mstep: Class 14 contains 37151 members 
Mstep: Class 15 contains 37345 members 
Mstep: Class 16 contains 37379 members 
Mstep: Class 17 contains 37421 members 
Mstep: Class 18 contains 37513 members 
Mstep: Class 19 contains 37051 members 
Mstep: Class 20 contains 37389 members 
Mstep: Class 21 contains 37227 members 
Mstep: Class 22 contains 37502 members 
Mstep: Class 23 contains 37169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 510.327515 but Gain 3388.093750
Score: -100524432.000000 Penalty: 74538.125000
Iteration 0F: 23 clusters Score -1.005244e+08 nChanged 816485
Entering Unmasked Mstep 
Mstep: Class 0 contains 2459 members 
Mstep: Class 1 contains 55788 members 
Mstep: Class 2 contains 16965 members 
Mstep: Class 3 contains 12710 members 
Mstep: Class 4 contains 74087 members 
Mstep: Class 5 contains 14604 members 
Mstep: Class 6 contains 129753 members 
Mstep: Class 7 contains 15737 members 
Mstep: Class 8 contains 48075 members 
Mstep: Class 9 contains 43925 members 
Mstep: Class 11 contains 10972 members 
Mstep: Class 12 contains 47603 members 
Mstep: Class 13 contains 34544 members 
Mstep: Class 14 contains 57114 members 
Mstep: Class 15 contains 38902 members 
Mstep: Class 16 contains 50248 members 
Mstep: Class 17 contains 23423 members 
Mstep: Class 18 contains 15831 members 
Mstep: Class 19 contains 18078 members 
Mstep: Class 20 contains 36578 members 
Mstep: Class 21 contains 10631 members 
Mstep: Class 22 contains 44367 members 
Mstep: Class 23 contains 55023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -103191112.000000 Penalty: 74538.125000
Iteration 1F: 23 clusters Score -1.031911e+08 nChanged 328103
Entering Unmasked Mstep 
Mstep: Class 0 contains 2081 members 
Mstep: Class 1 contains 56382 members 
Mstep: Class 2 contains 13178 members 
Mstep: Class 3 contains 5163 members 
Mstep: Class 4 contains 81663 members 
Mstep: Class 5 contains 8531 members 
Mstep: Class 6 contains 192105 members 
Mstep: Class 7 contains 12269 members 
Mstep: Class 8 contains 42293 members 
Mstep: Class 9 contains 33956 members 
Mstep: Class 11 contains 6406 members 
Mstep: Class 12 contains 51083 members 
Mstep: Class 13 contains 22704 members 
Mstep: Class 14 contains 70860 members 
Mstep: Class 15 contains 40033 members 
Mstep: Class 16 contains 45063 members 
Mstep: Class 17 contains 41512 members 
Mstep: Class 18 contains 5727 members 
Mstep: Class 19 contains 16039 members 
Mstep: Class 20 contains 25349 members 
Mstep: Class 21 contains 4452 members 
Mstep: Class 22 contains 49124 members 
Mstep: Class 23 contains 31444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 3274.958740 but Gain 3388.101562
Score: -103833600.000000 Penalty: 71150.023438
Iteration 2F: 22 clusters Score -1.038336e+08 nChanged 218133
Entering Unmasked Mstep 
Mstep: Class 0 contains 1058 members 
Mstep: Class 1 contains 50222 members 
Mstep: Class 2 contains 10679 members 
Mstep: Class 3 contains 3192 members 
Mstep: Class 4 contains 92498 members 
Mstep: Class 5 contains 4616 members 
Mstep: Class 6 contains 246913 members 
Mstep: Class 7 contains 8336 members 
Mstep: Class 8 contains 34111 members 
Mstep: Class 9 contains 28148 members 
Mstep: Class 11 contains 5095 members 
Mstep: Class 12 contains 42939 members 
Mstep: Class 13 contains 14184 members 
Mstep: Class 14 contains 71259 members 
Mstep: Class 15 contains 43177 members 
Mstep: Class 16 contains 38422 members 
Mstep: Class 17 contains 61706 members 
Mstep: Class 19 contains 13732 members 
Mstep: Class 20 contains 17388 members 
Mstep: Class 21 contains 2939 members 
Mstep: Class 22 contains 43551 members 
Mstep: Class 23 contains 23252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2980.196289 but Gain 3388.093750
Score: -104103584.000000 Penalty: 67761.929688
Iteration 3F: 21 clusters Score -1.041036e+08 nChanged 155493
Entering Unmasked Mstep 
Mstep: Class 0 contains 206 members 
Mstep: Class 1 contains 43351 members 
Mstep: Class 2 contains 8504 members 
Mstep: Class 3 contains 2224 members 
Mstep: Class 4 contains 97954 members 
Mstep: Class 6 contains 296220 members 
Mstep: Class 7 contains 6119 members 
Mstep: Class 8 contains 26789 members 
Mstep: Class 9 contains 22599 members 
Mstep: Class 11 contains 5233 members 
Mstep: Class 12 contains 33608 members 
Mstep: Class 13 contains 9133 members 
Mstep: Class 14 contains 69288 members 
Mstep: Class 15 contains 48166 members 
Mstep: Class 16 contains 29672 members 
Mstep: Class 17 contains 74898 members 
Mstep: Class 19 contains 12645 members 
Mstep: Class 20 contains 12993 members 
Mstep: Class 21 contains 2903 members 
Mstep: Class 22 contains 34218 members 
Mstep: Class 23 contains 20694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104293784.000000 Penalty: 67761.929688
Iteration 4F: 21 clusters Score -1.042938e+08 nChanged 112668
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 6961 members 
Mstep: Class 3 contains 2011 members 
Mstep: Class 4 contains 98736 members 
Mstep: Class 6 contains 334824 members 
Mstep: Class 7 contains 5178 members 
Mstep: Class 8 contains 22162 members 
Mstep: Class 9 contains 18053 members 
Mstep: Class 11 contains 7020 members 
Mstep: Class 12 contains 26271 members 
Mstep: Class 13 contains 6107 members 
Mstep: Class 14 contains 67524 members 
Mstep: Class 15 contains 54498 members 
Mstep: Class 16 contains 20906 members 
Mstep: Class 17 contains 83102 members 
Mstep: Class 19 contains 12479 members 
Mstep: Class 20 contains 10948 members 
Mstep: Class 21 contains 3334 members 
Mstep: Class 22 contains 25098 members 
Mstep: Class 23 contains 15607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104377760.000000 Penalty: 67761.929688
Iteration 5F: 21 clusters Score -1.043778e+08 nChanged 100127
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 6006 members 
Mstep: Class 3 contains 1930 members 
Mstep: Class 4 contains 96445 members 
Mstep: Class 6 contains 372729 members 
Mstep: Class 7 contains 4321 members 
Mstep: Class 8 contains 18972 members 
Mstep: Class 9 contains 14077 members 
Mstep: Class 11 contains 9800 members 
Mstep: Class 12 contains 20448 members 
Mstep: Class 13 contains 4299 members 
Mstep: Class 14 contains 63975 members 
Mstep: Class 15 contains 59676 members 
Mstep: Class 16 contains 12530 members 
Mstep: Class 17 contains 88408 members 
Mstep: Class 19 contains 12879 members 
Mstep: Class 20 contains 10199 members 
Mstep: Class 21 contains 4039 members 
Mstep: Class 22 contains 16699 members 
Mstep: Class 23 contains 11355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104355808.000000 Penalty: 67761.929688
Iteration 6F: 21 clusters Score -1.043558e+08 nChanged 73164
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 5648 members 
Mstep: Class 3 contains 1878 members 
Mstep: Class 4 contains 96881 members 
Mstep: Class 6 contains 375816 members 
Mstep: Class 7 contains 3340 members 
Mstep: Class 8 contains 18928 members 
Mstep: Class 9 contains 12455 members 
Mstep: Class 11 contains 13587 members 
Mstep: Class 12 contains 17351 members 
Mstep: Class 13 contains 3560 members 
Mstep: Class 14 contains 66751 members 
Mstep: Class 15 contains 65382 members 
Mstep: Class 16 contains 7858 members 
Mstep: Class 17 contains 93688 members 
Mstep: Class 19 contains 13830 members 
Mstep: Class 20 contains 10223 members 
Mstep: Class 21 contains 5037 members 
Mstep: Class 22 contains 12352 members 
Mstep: Class 23 contains 7868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2676.130127 but Gain 3388.097656
Score: -104391952.000000 Penalty: 64373.832031
Iteration 7F: 20 clusters Score -1.04392e+08 nChanged 55119
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 5395 members 
Mstep: Class 3 contains 1829 members 
Mstep: Class 4 contains 96805 members 
Mstep: Class 6 contains 370618 members 
Mstep: Class 8 contains 20599 members 
Mstep: Class 9 contains 11433 members 
Mstep: Class 11 contains 18362 members 
Mstep: Class 12 contains 14900 members 
Mstep: Class 13 contains 3123 members 
Mstep: Class 14 contains 71976 members 
Mstep: Class 15 contains 69978 members 
Mstep: Class 16 contains 5187 members 
Mstep: Class 17 contains 97687 members 
Mstep: Class 19 contains 15113 members 
Mstep: Class 20 contains 10387 members 
Mstep: Class 21 contains 6103 members 
Mstep: Class 22 contains 9501 members 
Mstep: Class 23 contains 5532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 3030.333252 but Gain 3388.097656
Score: -104437720.000000 Penalty: 60985.734375
Iteration 8F: 19 clusters Score -1.044377e+08 nChanged 44961
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21624 members 
Mstep: Class 2 contains 5133 members 
Mstep: Class 3 contains 1764 members 
Mstep: Class 4 contains 96485 members 
Mstep: Class 6 contains 365716 members 
Mstep: Class 8 contains 22260 members 
Mstep: Class 9 contains 10661 members 
Mstep: Class 11 contains 20714 members 
Mstep: Class 12 contains 12493 members 
Mstep: Class 14 contains 78127 members 
Mstep: Class 15 contains 73499 members 
Mstep: Class 16 contains 3718 members 
Mstep: Class 17 contains 100018 members 
Mstep: Class 19 contains 16105 members 
Mstep: Class 20 contains 10236 members 
Mstep: Class 21 contains 7208 members 
Mstep: Class 22 contains 7499 members 
Mstep: Class 23 contains 4136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104473576.000000 Penalty: 60985.734375
Iteration 9F: 19 clusters Score -1.044736e+08 nChanged 35871
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 4950 members 
Mstep: Class 3 contains 1700 members 
Mstep: Class 4 contains 94616 members 
Mstep: Class 6 contains 359358 members 
Mstep: Class 8 contains 23596 members 
Mstep: Class 9 contains 9735 members 
Mstep: Class 11 contains 22015 members 
Mstep: Class 12 contains 10303 members 
Mstep: Class 14 contains 85142 members 
Mstep: Class 15 contains 76223 members 
Mstep: Class 16 contains 2927 members 
Mstep: Class 17 contains 101440 members 
Mstep: Class 19 contains 17222 members 
Mstep: Class 20 contains 9899 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 6136 members 
Mstep: Class 23 contains 3499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104504240.000000 Penalty: 60985.734375
Iteration 10Q: 19 clusters Score -1.045042e+08 nChanged 31650
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 4707 members 
Mstep: Class 3 contains 1614 members 
Mstep: Class 4 contains 92252 members 
Mstep: Class 6 contains 353856 members 
Mstep: Class 8 contains 24480 members 
Mstep: Class 9 contains 8878 members 
Mstep: Class 11 contains 22678 members 
Mstep: Class 12 contains 8417 members 
Mstep: Class 14 contains 92918 members 
Mstep: Class 15 contains 78293 members 
Mstep: Class 16 contains 2475 members 
Mstep: Class 17 contains 102126 members 
Mstep: Class 19 contains 18450 members 
Mstep: Class 20 contains 9384 members 
Mstep: Class 21 contains 9200 members 
Mstep: Class 22 contains 5152 members 
Mstep: Class 23 contains 3216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104531920.000000 Penalty: 60985.734375
Iteration 11Q: 19 clusters Score -1.045319e+08 nChanged 28646
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 4453 members 
Mstep: Class 3 contains 1528 members 
Mstep: Class 4 contains 89560 members 
Mstep: Class 6 contains 348650 members 
Mstep: Class 8 contains 24873 members 
Mstep: Class 9 contains 8016 members 
Mstep: Class 11 contains 22954 members 
Mstep: Class 12 contains 6849 members 
Mstep: Class 14 contains 101531 members 
Mstep: Class 15 contains 79681 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 17 contains 102291 members 
Mstep: Class 19 contains 19772 members 
Mstep: Class 20 contains 8769 members 
Mstep: Class 21 contains 10062 members 
Mstep: Class 22 contains 4523 members 
Mstep: Class 23 contains 3113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104556144.000000 Penalty: 60985.734375
Iteration 12Q: 19 clusters Score -1.045561e+08 nChanged 26697
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 4149 members 
Mstep: Class 3 contains 1476 members 
Mstep: Class 4 contains 86829 members 
Mstep: Class 6 contains 343573 members 
Mstep: Class 8 contains 24939 members 
Mstep: Class 9 contains 7118 members 
Mstep: Class 11 contains 23052 members 
Mstep: Class 12 contains 5553 members 
Mstep: Class 14 contains 110905 members 
Mstep: Class 15 contains 80458 members 
Mstep: Class 16 contains 2235 members 
Mstep: Class 17 contains 102059 members 
Mstep: Class 19 contains 21145 members 
Mstep: Class 20 contains 8080 members 
Mstep: Class 21 contains 10843 members 
Mstep: Class 22 contains 4079 members 
Mstep: Class 23 contains 3057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104578488.000000 Penalty: 60985.734375
Iteration 13Q: 19 clusters Score -1.045785e+08 nChanged 25275
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 3885 members 
Mstep: Class 3 contains 1471 members 
Mstep: Class 4 contains 84042 members 
Mstep: Class 6 contains 338418 members 
Mstep: Class 8 contains 24730 members 
Mstep: Class 9 contains 6273 members 
Mstep: Class 11 contains 23086 members 
Mstep: Class 12 contains 4505 members 
Mstep: Class 14 contains 120928 members 
Mstep: Class 15 contains 80767 members 
Mstep: Class 16 contains 2253 members 
Mstep: Class 17 contains 101552 members 
Mstep: Class 19 contains 22530 members 
Mstep: Class 20 contains 7382 members 
Mstep: Class 21 contains 11506 members 
Mstep: Class 22 contains 3742 members 
Mstep: Class 23 contains 2991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104597728.000000 Penalty: 60985.734375
Iteration 14Q: 19 clusters Score -1.045977e+08 nChanged 24007
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 3662 members 
Mstep: Class 3 contains 1471 members 
Mstep: Class 4 contains 81267 members 
Mstep: Class 6 contains 333206 members 
Mstep: Class 8 contains 24373 members 
Mstep: Class 9 contains 5482 members 
Mstep: Class 11 contains 23055 members 
Mstep: Class 12 contains 3760 members 
Mstep: Class 14 contains 131604 members 
Mstep: Class 15 contains 80628 members 
Mstep: Class 16 contains 2276 members 
Mstep: Class 17 contains 100701 members 
Mstep: Class 19 contains 23811 members 
Mstep: Class 20 contains 6740 members 
Mstep: Class 21 contains 12062 members 
Mstep: Class 22 contains 3452 members 
Mstep: Class 23 contains 2946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104616312.000000 Penalty: 60985.734375
Iteration 15Q: 19 clusters Score -1.046163e+08 nChanged 23024
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 3485 members 
Mstep: Class 3 contains 1472 members 
Mstep: Class 4 contains 78513 members 
Mstep: Class 6 contains 328016 members 
Mstep: Class 8 contains 24000 members 
Mstep: Class 9 contains 4799 members 
Mstep: Class 11 contains 22983 members 
Mstep: Class 12 contains 3175 members 
Mstep: Class 14 contains 142630 members 
Mstep: Class 15 contains 80062 members 
Mstep: Class 16 contains 2319 members 
Mstep: Class 17 contains 99688 members 
Mstep: Class 19 contains 24889 members 
Mstep: Class 20 contains 6119 members 
Mstep: Class 21 contains 12534 members 
Mstep: Class 22 contains 3189 members 
Mstep: Class 23 contains 2915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 3152.817627 but Gain 3388.093750
Score: -104634272.000000 Penalty: 57597.640625
Iteration 16Q: 18 clusters Score -1.046343e+08 nChanged 24479
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 3470 members 
Mstep: Class 3 contains 1471 members 
Mstep: Class 4 contains 75845 members 
Mstep: Class 6 contains 323664 members 
Mstep: Class 8 contains 23483 members 
Mstep: Class 9 contains 4229 members 
Mstep: Class 11 contains 22939 members 
Mstep: Class 14 contains 155011 members 
Mstep: Class 15 contains 79259 members 
Mstep: Class 16 contains 2351 members 
Mstep: Class 17 contains 98845 members 
Mstep: Class 19 contains 26113 members 
Mstep: Class 20 contains 5539 members 
Mstep: Class 21 contains 12903 members 
Mstep: Class 22 contains 2959 members 
Mstep: Class 23 contains 2896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104652216.000000 Penalty: 57597.640625
Iteration 17Q: 18 clusters Score -1.046522e+08 nChanged 21651
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 3438 members 
Mstep: Class 3 contains 1469 members 
Mstep: Class 4 contains 73298 members 
Mstep: Class 6 contains 317954 members 
Mstep: Class 8 contains 22903 members 
Mstep: Class 9 contains 3732 members 
Mstep: Class 11 contains 22852 members 
Mstep: Class 14 contains 167033 members 
Mstep: Class 15 contains 77875 members 
Mstep: Class 16 contains 2388 members 
Mstep: Class 17 contains 97475 members 
Mstep: Class 19 contains 26904 members 
Mstep: Class 20 contains 5050 members 
Mstep: Class 21 contains 13140 members 
Mstep: Class 22 contains 2721 members 
Mstep: Class 23 contains 2883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104666392.000000 Penalty: 57597.640625
Iteration 18Q: 18 clusters Score -1.046664e+08 nChanged 21304
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 3421 members 
Mstep: Class 3 contains 1468 members 
Mstep: Class 4 contains 70868 members 
Mstep: Class 6 contains 312651 members 
Mstep: Class 8 contains 22295 members 
Mstep: Class 9 contains 3312 members 
Mstep: Class 11 contains 22793 members 
Mstep: Class 14 contains 178715 members 
Mstep: Class 15 contains 76232 members 
Mstep: Class 16 contains 2398 members 
Mstep: Class 17 contains 96180 members 
Mstep: Class 19 contains 27594 members 
Mstep: Class 20 contains 4679 members 
Mstep: Class 21 contains 13300 members 
Mstep: Class 22 contains 2480 members 
Mstep: Class 23 contains 2874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104676352.000000 Penalty: 57597.640625
Iteration 19Q: 18 clusters Score -1.046764e+08 nChanged 19992
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 3438 members 
Mstep: Class 3 contains 1465 members 
Mstep: Class 4 contains 68625 members 
Mstep: Class 6 contains 308165 members 
Mstep: Class 8 contains 21650 members 
Mstep: Class 9 contains 3007 members 
Mstep: Class 11 contains 22738 members 
Mstep: Class 14 contains 189175 members 
Mstep: Class 15 contains 74390 members 
Mstep: Class 16 contains 2416 members 
Mstep: Class 17 contains 95122 members 
Mstep: Class 19 contains 28320 members 
Mstep: Class 20 contains 4350 members 
Mstep: Class 21 contains 13434 members 
Mstep: Class 22 contains 2285 members 
Mstep: Class 23 contains 2861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104682560.000000 Penalty: 57597.640625
Iteration 20F: 18 clusters Score -1.046826e+08 nChanged 18586
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 3493 members 
Mstep: Class 3 contains 1461 members 
Mstep: Class 4 contains 66686 members 
Mstep: Class 6 contains 304370 members 
Mstep: Class 8 contains 21058 members 
Mstep: Class 9 contains 2817 members 
Mstep: Class 11 contains 22707 members 
Mstep: Class 14 contains 198016 members 
Mstep: Class 15 contains 72524 members 
Mstep: Class 16 contains 2433 members 
Mstep: Class 17 contains 94370 members 
Mstep: Class 19 contains 29057 members 
Mstep: Class 20 contains 4100 members 
Mstep: Class 21 contains 13540 members 
Mstep: Class 22 contains 2169 members 
Mstep: Class 23 contains 2839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104686000.000000 Penalty: 57597.640625
Iteration 21Q: 18 clusters Score -1.04686e+08 nChanged 16893
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 3534 members 
Mstep: Class 3 contains 1456 members 
Mstep: Class 4 contains 65172 members 
Mstep: Class 6 contains 301066 members 
Mstep: Class 8 contains 20490 members 
Mstep: Class 9 contains 2726 members 
Mstep: Class 11 contains 22756 members 
Mstep: Class 14 contains 205153 members 
Mstep: Class 15 contains 70876 members 
Mstep: Class 16 contains 2454 members 
Mstep: Class 17 contains 93838 members 
Mstep: Class 19 contains 29841 members 
Mstep: Class 20 contains 3909 members 
Mstep: Class 21 contains 13604 members 
Mstep: Class 22 contains 2081 members 
Mstep: Class 23 contains 2822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104689160.000000 Penalty: 57597.640625
Iteration 22Q: 18 clusters Score -1.046892e+08 nChanged 15414
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 3635 members 
Mstep: Class 3 contains 1450 members 
Mstep: Class 4 contains 63912 members 
Mstep: Class 6 contains 298377 members 
Mstep: Class 8 contains 20041 members 
Mstep: Class 9 contains 2707 members 
Mstep: Class 11 contains 22844 members 
Mstep: Class 14 contains 210605 members 
Mstep: Class 15 contains 69477 members 
Mstep: Class 16 contains 2480 members 
Mstep: Class 17 contains 93601 members 
Mstep: Class 19 contains 30592 members 
Mstep: Class 20 contains 3801 members 
Mstep: Class 21 contains 13634 members 
Mstep: Class 22 contains 2007 members 
Mstep: Class 23 contains 2802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104690056.000000 Penalty: 57597.640625
Iteration 23Q: 18 clusters Score -1.046901e+08 nChanged 13746
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 3738 members 
Mstep: Class 3 contains 1448 members 
Mstep: Class 4 contains 62945 members 
Mstep: Class 6 contains 296374 members 
Mstep: Class 8 contains 19657 members 
Mstep: Class 9 contains 2724 members 
Mstep: Class 11 contains 22913 members 
Mstep: Class 14 contains 214464 members 
Mstep: Class 15 contains 68396 members 
Mstep: Class 16 contains 2504 members 
Mstep: Class 17 contains 93582 members 
Mstep: Class 19 contains 31364 members 
Mstep: Class 20 contains 3745 members 
Mstep: Class 21 contains 13637 members 
Mstep: Class 22 contains 1957 members 
Mstep: Class 23 contains 2788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104690480.000000 Penalty: 57597.640625
Iteration 24Q: 18 clusters Score -1.046905e+08 nChanged 12365
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14980 members 
Mstep: Class 2 contains 3843 members 
Mstep: Class 3 contains 1448 members 
Mstep: Class 4 contains 62193 members 
Mstep: Class 6 contains 295294 members 
Mstep: Class 8 contains 19320 members 
Mstep: Class 9 contains 2787 members 
Mstep: Class 11 contains 22979 members 
Mstep: Class 14 contains 216766 members 
Mstep: Class 15 contains 67447 members 
Mstep: Class 16 contains 2512 members 
Mstep: Class 17 contains 93681 members 
Mstep: Class 19 contains 32095 members 
Mstep: Class 20 contains 3721 members 
Mstep: Class 21 contains 13655 members 
Mstep: Class 22 contains 1901 members 
Mstep: Class 23 contains 2773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104691464.000000 Penalty: 57597.640625
Iteration 25Q: 18 clusters Score -1.046915e+08 nChanged 11138
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 3963 members 
Mstep: Class 3 contains 1447 members 
Mstep: Class 4 contains 61661 members 
Mstep: Class 6 contains 294947 members 
Mstep: Class 8 contains 19048 members 
Mstep: Class 9 contains 2860 members 
Mstep: Class 11 contains 23033 members 
Mstep: Class 14 contains 217747 members 
Mstep: Class 15 contains 66652 members 
Mstep: Class 16 contains 2519 members 
Mstep: Class 17 contains 93834 members 
Mstep: Class 19 contains 32767 members 
Mstep: Class 20 contains 3700 members 
Mstep: Class 21 contains 13647 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 2756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104692712.000000 Penalty: 57597.640625
Iteration 26Q: 18 clusters Score -1.046927e+08 nChanged 10001
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 4070 members 
Mstep: Class 3 contains 1445 members 
Mstep: Class 4 contains 61189 members 
Mstep: Class 6 contains 295512 members 
Mstep: Class 8 contains 18844 members 
Mstep: Class 9 contains 2913 members 
Mstep: Class 11 contains 23060 members 
Mstep: Class 14 contains 217484 members 
Mstep: Class 15 contains 65983 members 
Mstep: Class 16 contains 2526 members 
Mstep: Class 17 contains 94020 members 
Mstep: Class 19 contains 33403 members 
Mstep: Class 20 contains 3675 members 
Mstep: Class 21 contains 13639 members 
Mstep: Class 22 contains 1851 members 
Mstep: Class 23 contains 2747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104694600.000000 Penalty: 57597.640625
Iteration 27Q: 18 clusters Score -1.046946e+08 nChanged 9012
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 4193 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 60741 members 
Mstep: Class 6 contains 296971 members 
Mstep: Class 8 contains 18685 members 
Mstep: Class 9 contains 2927 members 
Mstep: Class 11 contains 23060 members 
Mstep: Class 14 contains 216196 members 
Mstep: Class 15 contains 65409 members 
Mstep: Class 16 contains 2529 members 
Mstep: Class 17 contains 94237 members 
Mstep: Class 19 contains 33944 members 
Mstep: Class 20 contains 3666 members 
Mstep: Class 21 contains 13631 members 
Mstep: Class 22 contains 1844 members 
Mstep: Class 23 contains 2740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104697104.000000 Penalty: 57597.640625
Iteration 28Q: 18 clusters Score -1.046971e+08 nChanged 8235
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 4340 members 
Mstep: Class 3 contains 1443 members 
Mstep: Class 4 contains 60358 members 
Mstep: Class 6 contains 298881 members 
Mstep: Class 8 contains 18551 members 
Mstep: Class 9 contains 2940 members 
Mstep: Class 11 contains 23050 members 
Mstep: Class 14 contains 214198 members 
Mstep: Class 15 contains 64928 members 
Mstep: Class 16 contains 2526 members 
Mstep: Class 17 contains 94488 members 
Mstep: Class 19 contains 34456 members 
Mstep: Class 20 contains 3641 members 
Mstep: Class 21 contains 13627 members 
Mstep: Class 22 contains 1840 members 
Mstep: Class 23 contains 2735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104698848.000000 Penalty: 57597.640625
Iteration 29Q: 18 clusters Score -1.046988e+08 nChanged 7526
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 4480 members 
Mstep: Class 3 contains 1444 members 
Mstep: Class 4 contains 60049 members 
Mstep: Class 6 contains 301071 members 
Mstep: Class 8 contains 18437 members 
Mstep: Class 9 contains 2943 members 
Mstep: Class 11 contains 22992 members 
Mstep: Class 14 contains 211905 members 
Mstep: Class 15 contains 64507 members 
Mstep: Class 16 contains 2523 members 
Mstep: Class 17 contains 94713 members 
Mstep: Class 19 contains 34931 members 
Mstep: Class 20 contains 3606 members 
Mstep: Class 21 contains 13638 members 
Mstep: Class 22 contains 1848 members 
Mstep: Class 23 contains 2733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104700432.000000 Penalty: 57597.640625
Iteration 30Q: 18 clusters Score -1.047004e+08 nChanged 7280
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 4657 members 
Mstep: Class 3 contains 1444 members 
Mstep: Class 4 contains 59782 members 
Mstep: Class 6 contains 303393 members 
Mstep: Class 8 contains 18365 members 
Mstep: Class 9 contains 2954 members 
Mstep: Class 11 contains 22937 members 
Mstep: Class 14 contains 209341 members 
Mstep: Class 15 contains 64158 members 
Mstep: Class 16 contains 2521 members 
Mstep: Class 17 contains 94946 members 
Mstep: Class 19 contains 35364 members 
Mstep: Class 20 contains 3533 members 
Mstep: Class 21 contains 13666 members 
Mstep: Class 22 contains 1855 members 
Mstep: Class 23 contains 2731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104700864.000000 Penalty: 57597.640625
Iteration 31Q: 18 clusters Score -1.047009e+08 nChanged 7024
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 4809 members 
Mstep: Class 3 contains 1444 members 
Mstep: Class 4 contains 59587 members 
Mstep: Class 6 contains 305674 members 
Mstep: Class 8 contains 18310 members 
Mstep: Class 9 contains 2961 members 
Mstep: Class 11 contains 22869 members 
Mstep: Class 14 contains 206860 members 
Mstep: Class 15 contains 63894 members 
Mstep: Class 16 contains 2517 members 
Mstep: Class 17 contains 95144 members 
Mstep: Class 19 contains 35699 members 
Mstep: Class 20 contains 3474 members 
Mstep: Class 21 contains 13686 members 
Mstep: Class 22 contains 1844 members 
Mstep: Class 23 contains 2729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104700392.000000 Penalty: 57597.640625
Iteration 32Q: 18 clusters Score -1.047004e+08 nChanged 6812
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 4989 members 
Mstep: Class 3 contains 1444 members 
Mstep: Class 4 contains 59452 members 
Mstep: Class 6 contains 307672 members 
Mstep: Class 8 contains 18300 members 
Mstep: Class 9 contains 2982 members 
Mstep: Class 11 contains 22797 members 
Mstep: Class 14 contains 204476 members 
Mstep: Class 15 contains 63722 members 
Mstep: Class 16 contains 2511 members 
Mstep: Class 17 contains 95316 members 
Mstep: Class 19 contains 35985 members 
Mstep: Class 20 contains 3431 members 
Mstep: Class 21 contains 13700 members 
Mstep: Class 22 contains 1848 members 
Mstep: Class 23 contains 2728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104699608.000000 Penalty: 57597.640625
Iteration 33Q: 18 clusters Score -1.046996e+08 nChanged 6616
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 5173 members 
Mstep: Class 3 contains 1444 members 
Mstep: Class 4 contains 59330 members 
Mstep: Class 6 contains 309525 members 
Mstep: Class 8 contains 18304 members 
Mstep: Class 9 contains 2999 members 
Mstep: Class 11 contains 22719 members 
Mstep: Class 14 contains 202180 members 
Mstep: Class 15 contains 63582 members 
Mstep: Class 16 contains 2504 members 
Mstep: Class 17 contains 95544 members 
Mstep: Class 19 contains 36239 members 
Mstep: Class 20 contains 3384 members 
Mstep: Class 21 contains 13720 members 
Mstep: Class 22 contains 1851 members 
Mstep: Class 23 contains 2726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104697688.000000 Penalty: 57597.640625
Iteration 34Q: 18 clusters Score -1.046977e+08 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 5342 members 
Mstep: Class 3 contains 1444 members 
Mstep: Class 4 contains 59230 members 
Mstep: Class 6 contains 311126 members 
Mstep: Class 8 contains 18354 members 
Mstep: Class 9 contains 3001 members 
Mstep: Class 11 contains 22634 members 
Mstep: Class 14 contains 199992 members 
Mstep: Class 15 contains 63545 members 
Mstep: Class 16 contains 2505 members 
Mstep: Class 17 contains 95805 members 
Mstep: Class 19 contains 36479 members 
Mstep: Class 20 contains 3330 members 
Mstep: Class 21 contains 13746 members 
Mstep: Class 22 contains 1863 members 
Mstep: Class 23 contains 2723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104696016.000000 Penalty: 57597.640625
Iteration 35Q: 18 clusters Score -1.04696e+08 nChanged 5945
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 5535 members 
Mstep: Class 3 contains 1444 members 
Mstep: Class 4 contains 59126 members 
Mstep: Class 6 contains 312450 members 
Mstep: Class 8 contains 18425 members 
Mstep: Class 9 contains 3008 members 
Mstep: Class 11 contains 22564 members 
Mstep: Class 14 contains 197882 members 
Mstep: Class 15 contains 63565 members 
Mstep: Class 16 contains 2495 members 
Mstep: Class 17 contains 96106 members 
Mstep: Class 19 contains 36719 members 
Mstep: Class 20 contains 3290 members 
Mstep: Class 21 contains 13784 members 
Mstep: Class 22 contains 1868 members 
Mstep: Class 23 contains 2723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104694432.000000 Penalty: 57597.640625
Iteration 36Q: 18 clusters Score -1.046944e+08 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 5734 members 
Mstep: Class 3 contains 1444 members 
Mstep: Class 4 contains 59054 members 
Mstep: Class 6 contains 313248 members 
Mstep: Class 8 contains 18524 members 
Mstep: Class 9 contains 3009 members 
Mstep: Class 11 contains 22522 members 
Mstep: Class 14 contains 196126 members 
Mstep: Class 15 contains 63672 members 
Mstep: Class 16 contains 2488 members 
Mstep: Class 17 contains 96452 members 
Mstep: Class 19 contains 36927 members 
Mstep: Class 20 contains 3254 members 
Mstep: Class 21 contains 13812 members 
Mstep: Class 22 contains 1870 members 
Mstep: Class 23 contains 2721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104693464.000000 Penalty: 57597.640625
Iteration 37Q: 18 clusters Score -1.046935e+08 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 5945 members 
Mstep: Class 3 contains 1444 members 
Mstep: Class 4 contains 58989 members 
Mstep: Class 6 contains 313985 members 
Mstep: Class 8 contains 18610 members 
Mstep: Class 9 contains 2997 members 
Mstep: Class 11 contains 22498 members 
Mstep: Class 14 contains 194451 members 
Mstep: Class 15 contains 63787 members 
Mstep: Class 16 contains 2482 members 
Mstep: Class 17 contains 96809 members 
Mstep: Class 19 contains 37127 members 
Mstep: Class 20 contains 3216 members 
Mstep: Class 21 contains 13836 members 
Mstep: Class 22 contains 1869 members 
Mstep: Class 23 contains 2720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104691896.000000 Penalty: 57597.640625
Iteration 38Q: 18 clusters Score -1.046919e+08 nChanged 4796
Entering ConstructFrom: 
Score: -104691896.000000 Penalty: 57597.640625
Entering ConstructFrom: 
Trying to split cluster 1 (16736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Entering Unmasked Estep 
Score: -2121513.500000 Penalty: 2411.878662
	Iteration 0F: 2 clusters Score -2121514 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -2109627.250000 Penalty: 4823.757324
	Iteration 0F: 3 clusters Score -2109627 nChanged 7210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -2113354.750000 Penalty: 4823.757324
	Iteration 1F: 3 clusters Score -2113355 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -2113627.250000 Penalty: 4823.757324
	Iteration 2Q: 3 clusters Score -2113627 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -2113871.750000 Penalty: 4823.757324
	Iteration 3Q: 3 clusters Score -2113872 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -2114053.250000 Penalty: 4823.757324
	Iteration 4Q: 3 clusters Score -2114053 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -2114216.750000 Penalty: 4823.757324
	Iteration 5Q: 3 clusters Score -2114217 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -2114340.000000 Penalty: 4823.757324
	Iteration 6Q: 3 clusters Score -2114340 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -2114430.250000 Penalty: 4823.757324
	Iteration 7Q: 3 clusters Score -2114430 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -2114519.250000 Penalty: 4823.757324
	Iteration 8Q: 3 clusters Score -2114519 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2114600.250000 Penalty: 4823.757324
	Iteration 9Q: 3 clusters Score -2114600 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -2114702.500000 Penalty: 4823.757324
	Iteration 10Q: 3 clusters Score -2114702 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -2114832.000000 Penalty: 4823.757324
	Iteration 11Q: 3 clusters Score -2114832 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -2114989.750000 Penalty: 4823.757324
	Iteration 12Q: 3 clusters Score -2114990 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -2115194.500000 Penalty: 4823.757324
	Iteration 13Q: 3 clusters Score -2115194 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -2115440.250000 Penalty: 4823.757324
	Iteration 14Q: 3 clusters Score -2115440 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -2115829.000000 Penalty: 4823.757324
	Iteration 15Q: 3 clusters Score -2115829 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -2116319.000000 Penalty: 4823.757324
	Iteration 16Q: 3 clusters Score -2116319 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2116859.000000 Penalty: 4823.757324
	Iteration 17Q: 3 clusters Score -2116859 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -2117335.750000 Penalty: 4823.757324
	Iteration 18Q: 3 clusters Score -2117336 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -2117708.000000 Penalty: 4823.757324
	Iteration 19Q: 3 clusters Score -2117708 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -2117973.750000 Penalty: 4823.757324
	Iteration 20F: 3 clusters Score -2117974 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -2118158.250000 Penalty: 4823.757324
	Iteration 21Q: 3 clusters Score -2118158 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -2118310.750000 Penalty: 4823.757324
	Iteration 22Q: 3 clusters Score -2118311 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -2118441.250000 Penalty: 4823.757324
	Iteration 23Q: 3 clusters Score -2118441 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -2118559.500000 Penalty: 4823.757324
	Iteration 24Q: 3 clusters Score -2118560 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -2118659.500000 Penalty: 4823.757324
	Iteration 25Q: 3 clusters Score -2118660 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -2118717.250000 Penalty: 4823.757324
	Iteration 26Q: 3 clusters Score -2118717 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -2118757.500000 Penalty: 4823.757324
	Iteration 27Q: 3 clusters Score -2118758 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -2118783.750000 Penalty: 4823.757324
	Iteration 28Q: 3 clusters Score -2118784 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -2118801.750000 Penalty: 4823.757324
	Iteration 29Q: 3 clusters Score -2118802 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -2118833.750000 Penalty: 4823.757324
	Iteration 30Q: 3 clusters Score -2118834 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -2118849.000000 Penalty: 4823.757324
	Iteration 31Q: 3 clusters Score -2118849 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -2118869.500000 Penalty: 4823.757324
	Iteration 32Q: 3 clusters Score -2118870 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -2118878.250000 Penalty: 4823.757324
	Iteration 33Q: 3 clusters Score -2118878 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -2118891.750000 Penalty: 4823.757324
	Iteration 34Q: 3 clusters Score -2118892 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -2118903.000000 Penalty: 4823.757324
	Iteration 35Q: 3 clusters Score -2118903 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -2118921.250000 Penalty: 4823.757324
	Iteration 36Q: 3 clusters Score -2118921 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -2118929.750000 Penalty: 4823.757324
	Iteration 37Q: 3 clusters Score -2118930 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -2118935.500000 Penalty: 4823.757324
	Iteration 38Q: 3 clusters Score -2118936 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -2118940.000000 Penalty: 4823.757324
	Iteration 39Q: 3 clusters Score -2118940 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -2118949.000000 Penalty: 4823.757324
	Iteration 40F: 3 clusters Score -2118949 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -2118954.500000 Penalty: 4823.757324
	Iteration 41Q: 3 clusters Score -2118954 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -2118961.250000 Penalty: 4823.757324
	Iteration 42Q: 3 clusters Score -2118961 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -2118962.750000 Penalty: 4823.757324
	Iteration 43Q: 3 clusters Score -2118963 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -2118974.000000 Penalty: 4823.757324
	Iteration 44Q: 3 clusters Score -2118974 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -2118985.750000 Penalty: 4823.757324
	Iteration 45Q: 3 clusters Score -2118986 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -2118992.000000 Penalty: 4823.757324
	Iteration 46Q: 3 clusters Score -2118992 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -2119003.750000 Penalty: 4823.757324
	Iteration 47Q: 3 clusters Score -2119004 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -2118997.500000 Penalty: 4823.757324
	Iteration 48Q: 3 clusters Score -2118998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -2119004.500000 Penalty: 4823.757324
	Iteration 49Q: 3 clusters Score -2119004 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 13400 members 
Entering Unmasked Estep 
Score: -2119011.750000 Penalty: 4823.757324
	Iteration 50Q: 3 clusters Score -2119012 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -2119011.750000 Penalty: 4823.757324
	Iteration 51Q: 3 clusters Score -2119012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -2119013.500000 Penalty: 4823.757324
	Iteration 52Q: 3 clusters Score -2119014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -2119016.500000 Penalty: 4823.757324
	Iteration 53Q: 3 clusters Score -2119016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -2119024.750000 Penalty: 4823.757324
	Iteration 54Q: 3 clusters Score -2119025 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -2119027.750000 Penalty: 4823.757324
	Iteration 55Q: 3 clusters Score -2119028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -2119028.500000 Penalty: 4823.757324
	Iteration 56Q: 3 clusters Score -2119028 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -2119034.750000 Penalty: 4823.757324
	Iteration 57Q: 3 clusters Score -2119035 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -2119038.250000 Penalty: 4823.757324
	Iteration 58Q: 3 clusters Score -2119038 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -2119042.750000 Penalty: 4823.757324
	Iteration 59Q: 3 clusters Score -2119043 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2119047.750000 Penalty: 4823.757324
	Iteration 60F: 3 clusters Score -2119048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -2119050.000000 Penalty: 4823.757324
	Iteration 61Q: 3 clusters Score -2119050 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -2119053.500000 Penalty: 4823.757324
	Iteration 62Q: 3 clusters Score -2119054 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -2119058.750000 Penalty: 4823.757324
	Iteration 63Q: 3 clusters Score -2119059 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -2119069.750000 Penalty: 4823.757324
	Iteration 64Q: 3 clusters Score -2119070 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -2119072.000000 Penalty: 4823.757324
	Iteration 65Q: 3 clusters Score -2119072 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -2119080.250000 Penalty: 4823.757324
	Iteration 66Q: 3 clusters Score -2119080 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -2119087.750000 Penalty: 4823.757324
	Iteration 67Q: 3 clusters Score -2119088 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 13819 members 
Entering Unmasked Estep 
Score: -2119095.000000 Penalty: 4823.757324
	Iteration 68Q: 3 clusters Score -2119095 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -2119098.750000 Penalty: 4823.757324
	Iteration 69Q: 3 clusters Score -2119099 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -2119099.250000 Penalty: 4823.757324
	Iteration 70Q: 3 clusters Score -2119099 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -2119104.750000 Penalty: 4823.757324
	Iteration 71Q: 3 clusters Score -2119105 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -2119108.000000 Penalty: 4823.757324
	Iteration 72Q: 3 clusters Score -2119108 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -2119111.500000 Penalty: 4823.757324
	Iteration 73Q: 3 clusters Score -2119112 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -2119111.250000 Penalty: 4823.757324
	Iteration 74Q: 3 clusters Score -2119111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -2119112.000000 Penalty: 4823.757324
	Iteration 75Q: 3 clusters Score -2119112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -2119115.000000 Penalty: 4823.757324
	Iteration 76Q: 3 clusters Score -2119115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -2119117.500000 Penalty: 4823.757324
	Iteration 77Q: 3 clusters Score -2119118 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -2119123.000000 Penalty: 4823.757324
	Iteration 78Q: 3 clusters Score -2119123 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -2119128.000000 Penalty: 4823.757324
	Iteration 79Q: 3 clusters Score -2119128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -2119132.250000 Penalty: 4823.757324
	Iteration 80F: 3 clusters Score -2119132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -2119134.500000 Penalty: 4823.757324
	Iteration 81Q: 3 clusters Score -2119134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -2119136.750000 Penalty: 4823.757324
	Iteration 82Q: 3 clusters Score -2119137 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -2119139.000000 Penalty: 4823.757324
	Iteration 83Q: 3 clusters Score -2119139 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -2119142.750000 Penalty: 4823.757324
	Iteration 84Q: 3 clusters Score -2119143 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -2119140.500000 Penalty: 4823.757324
	Iteration 85Q: 3 clusters Score -2119140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -2119146.250000 Penalty: 4823.757324
	Iteration 86Q: 3 clusters Score -2119146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -2119147.000000 Penalty: 4823.757324
	Iteration 87Q: 3 clusters Score -2119147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -2119152.250000 Penalty: 4823.757324
	Iteration 88Q: 3 clusters Score -2119152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -2119155.500000 Penalty: 4823.757324
	Iteration 89Q: 3 clusters Score -2119156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -2119161.750000 Penalty: 4823.757324
	Iteration 90Q: 3 clusters Score -2119162 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -2119161.000000 Penalty: 4823.757324
	Iteration 91Q: 3 clusters Score -2119161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -2119159.000000 Penalty: 4823.757324
	Iteration 92Q: 3 clusters Score -2119159 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -2119162.750000 Penalty: 4823.757324
	Iteration 93Q: 3 clusters Score -2119163 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -2119166.500000 Penalty: 4823.757324
	Iteration 94Q: 3 clusters Score -2119166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -2119172.750000 Penalty: 4823.757324
	Iteration 95Q: 3 clusters Score -2119173 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -2119176.750000 Penalty: 4823.757324
	Iteration 96Q: 3 clusters Score -2119177 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -2119186.500000 Penalty: 4823.757324
	Iteration 97Q: 3 clusters Score -2119186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -2119189.250000 Penalty: 4823.757324
	Iteration 98Q: 3 clusters Score -2119189 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -2119189.750000 Penalty: 4823.757324
	Iteration 99Q: 3 clusters Score -2119190 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -2119194.250000 Penalty: 4823.757324
	Iteration 100F: 3 clusters Score -2119194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -2119196.250000 Penalty: 4823.757324
	Iteration 101Q: 3 clusters Score -2119196 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -2119201.500000 Penalty: 4823.757324
	Iteration 102Q: 3 clusters Score -2119202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -2119203.250000 Penalty: 4823.757324
	Iteration 103Q: 3 clusters Score -2119203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -2119209.750000 Penalty: 4823.757324
	Iteration 104Q: 3 clusters Score -2119210 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -2119217.250000 Penalty: 4823.757324
	Iteration 105Q: 3 clusters Score -2119217 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -2119225.500000 Penalty: 4823.757324
	Iteration 106Q: 3 clusters Score -2119226 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -2119229.500000 Penalty: 4823.757324
	Iteration 107Q: 3 clusters Score -2119230 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -2119234.750000 Penalty: 4823.757324
	Iteration 108Q: 3 clusters Score -2119235 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -2119240.250000 Penalty: 4823.757324
	Iteration 109Q: 3 clusters Score -2119240 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -2119247.500000 Penalty: 4823.757324
	Iteration 110Q: 3 clusters Score -2119248 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -2119257.000000 Penalty: 4823.757324
	Iteration 111Q: 3 clusters Score -2119257 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -2119267.000000 Penalty: 4823.757324
	Iteration 112Q: 3 clusters Score -2119267 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -2119270.000000 Penalty: 4823.757324
	Iteration 113Q: 3 clusters Score -2119270 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -2119275.750000 Penalty: 4823.757324
	Iteration 114Q: 3 clusters Score -2119276 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -2119287.000000 Penalty: 4823.757324
	Iteration 115Q: 3 clusters Score -2119287 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -2119297.500000 Penalty: 4823.757324
	Iteration 116Q: 3 clusters Score -2119298 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -2119300.250000 Penalty: 4823.757324
	Iteration 117Q: 3 clusters Score -2119300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -2119305.750000 Penalty: 4823.757324
	Iteration 118Q: 3 clusters Score -2119306 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -2119310.000000 Penalty: 4823.757324
	Iteration 119Q: 3 clusters Score -2119310 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -2119317.500000 Penalty: 4823.757324
	Iteration 120F: 3 clusters Score -2119318 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -2119327.250000 Penalty: 4823.757324
	Iteration 121Q: 3 clusters Score -2119327 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -2119334.250000 Penalty: 4823.757324
	Iteration 122Q: 3 clusters Score -2119334 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 14921 members 
Entering Unmasked Estep 
Score: -2119344.500000 Penalty: 4823.757324
	Iteration 123Q: 3 clusters Score -2119344 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -2119344.750000 Penalty: 4823.757324
	Iteration 124Q: 3 clusters Score -2119345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -2119350.500000 Penalty: 4823.757324
	Iteration 125Q: 3 clusters Score -2119350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -2119354.500000 Penalty: 4823.757324
	Iteration 126Q: 3 clusters Score -2119354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -2119352.000000 Penalty: 4823.757324
	Iteration 127Q: 3 clusters Score -2119352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -2119359.000000 Penalty: 4823.757324
	Iteration 128Q: 3 clusters Score -2119359 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -2119362.250000 Penalty: 4823.757324
	Iteration 129Q: 3 clusters Score -2119362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -2119363.750000 Penalty: 4823.757324
	Iteration 130Q: 3 clusters Score -2119364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -2119365.250000 Penalty: 4823.757324
	Iteration 131Q: 3 clusters Score -2119365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -2119367.750000 Penalty: 4823.757324
	Iteration 132Q: 3 clusters Score -2119368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -2119367.500000 Penalty: 4823.757324
	Iteration 133Q: 3 clusters Score -2119368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -2119373.000000 Penalty: 4823.757324
	Iteration 134Q: 3 clusters Score -2119373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
Score: -2119369.500000 Penalty: 4823.757324
	Iteration 135Q: 3 clusters Score -2119370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -2119371.500000 Penalty: 4823.757324
	Iteration 136Q: 3 clusters Score -2119372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -2119370.000000 Penalty: 4823.757324
	Iteration 137Q: 3 clusters Score -2119370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -2119370.000000 Penalty: 4823.757324
	Iteration 138Q: 3 clusters Score -2119370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -2119372.000000 Penalty: 4823.757324
	Iteration 139Q: 3 clusters Score -2119372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -2119369.750000 Penalty: 4823.757324
	Iteration 140F: 3 clusters Score -2119370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -2119373.000000 Penalty: 4823.757324
	Iteration 141Q: 3 clusters Score -2119373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -2119376.000000 Penalty: 4823.757324
	Iteration 142Q: 3 clusters Score -2119376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -2119376.250000 Penalty: 4823.757324
	Iteration 143Q: 3 clusters Score -2119376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -2119375.750000 Penalty: 4823.757324
	Iteration 144Q: 3 clusters Score -2119376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -2119374.750000 Penalty: 4823.757324
	Iteration 145Q: 3 clusters Score -2119375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -2119375.250000 Penalty: 4823.757324
	Iteration 146Q: 3 clusters Score -2119375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 15075 members 
Entering Unmasked Estep 
Score: -2119378.500000 Penalty: 4823.757324
	Iteration 147Q: 3 clusters Score -2119378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -2119379.750000 Penalty: 4823.757324
	Iteration 148Q: 3 clusters Score -2119380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -2119382.250000 Penalty: 4823.757324
	Iteration 149Q: 3 clusters Score -2119382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -2119380.500000 Penalty: 4823.757324
	Iteration 150Q: 3 clusters Score -2119380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -2119380.500000 Penalty: 4823.757324
	Iteration 151F: 3 clusters Score -2119380 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Entering Unmasked Estep 
Score: -794380.937500 Penalty: 2163.926025
	Iteration 0F: 2 clusters Score -794380.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -789147.062500 Penalty: 4327.852051
	Iteration 0F: 3 clusters Score -789147.1 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -790426.937500 Penalty: 4327.852051
	Iteration 1F: 3 clusters Score -790426.9 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -790647.812500 Penalty: 4327.852051
	Iteration 2F: 3 clusters Score -790647.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -790768.562500 Penalty: 4327.852051
	Iteration 3Q: 3 clusters Score -790768.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -790845.062500 Penalty: 4327.852051
	Iteration 4Q: 3 clusters Score -790845.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -790912.562500 Penalty: 4327.852051
	Iteration 5Q: 3 clusters Score -790912.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -790959.500000 Penalty: 4327.852051
	Iteration 6Q: 3 clusters Score -790959.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -790996.625000 Penalty: 4327.852051
	Iteration 7Q: 3 clusters Score -790996.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -791031.687500 Penalty: 4327.852051
	Iteration 8Q: 3 clusters Score -791031.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -791064.000000 Penalty: 4327.852051
	Iteration 9Q: 3 clusters Score -791064 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -791091.250000 Penalty: 4327.852051
	Iteration 10Q: 3 clusters Score -791091.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -791114.687500 Penalty: 4327.852051
	Iteration 11Q: 3 clusters Score -791114.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -791136.562500 Penalty: 4327.852051
	Iteration 12Q: 3 clusters Score -791136.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -791157.625000 Penalty: 4327.852051
	Iteration 13Q: 3 clusters Score -791157.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -791174.750000 Penalty: 4327.852051
	Iteration 14Q: 3 clusters Score -791174.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -791191.937500 Penalty: 4327.852051
	Iteration 15Q: 3 clusters Score -791191.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -791205.375000 Penalty: 4327.852051
	Iteration 16Q: 3 clusters Score -791205.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -791222.875000 Penalty: 4327.852051
	Iteration 17Q: 3 clusters Score -791222.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -791238.687500 Penalty: 4327.852051
	Iteration 18Q: 3 clusters Score -791238.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -791253.750000 Penalty: 4327.852051
	Iteration 19Q: 3 clusters Score -791253.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -791273.437500 Penalty: 4327.852051
	Iteration 20F: 3 clusters Score -791273.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -791292.000000 Penalty: 4327.852051
	Iteration 21Q: 3 clusters Score -791292 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -791311.750000 Penalty: 4327.852051
	Iteration 22Q: 3 clusters Score -791311.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -791333.125000 Penalty: 4327.852051
	Iteration 23Q: 3 clusters Score -791333.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -791363.062500 Penalty: 4327.852051
	Iteration 24Q: 3 clusters Score -791363.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -791394.937500 Penalty: 4327.852051
	Iteration 25Q: 3 clusters Score -791394.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -791428.312500 Penalty: 4327.852051
	Iteration 26Q: 3 clusters Score -791428.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -791463.437500 Penalty: 4327.852051
	Iteration 27Q: 3 clusters Score -791463.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -791495.250000 Penalty: 4327.852051
	Iteration 28Q: 3 clusters Score -791495.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -791534.125000 Penalty: 4327.852051
	Iteration 29Q: 3 clusters Score -791534.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -791581.937500 Penalty: 4327.852051
	Iteration 30Q: 3 clusters Score -791581.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -791648.375000 Penalty: 4327.852051
	Iteration 31Q: 3 clusters Score -791648.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -791732.500000 Penalty: 4327.852051
	Iteration 32Q: 3 clusters Score -791732.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -791808.625000 Penalty: 4327.852051
	Iteration 33Q: 3 clusters Score -791808.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -791877.312500 Penalty: 4327.852051
	Iteration 34Q: 3 clusters Score -791877.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -791951.562500 Penalty: 4327.852051
	Iteration 35Q: 3 clusters Score -791951.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -792023.625000 Penalty: 4327.852051
	Iteration 36Q: 3 clusters Score -792023.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -792081.375000 Penalty: 4327.852051
	Iteration 37Q: 3 clusters Score -792081.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -792137.125000 Penalty: 4327.852051
	Iteration 38Q: 3 clusters Score -792137.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -792191.875000 Penalty: 4327.852051
	Iteration 39Q: 3 clusters Score -792191.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -792247.937500 Penalty: 4327.852051
	Iteration 40F: 3 clusters Score -792247.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -792291.687500 Penalty: 4327.852051
	Iteration 41Q: 3 clusters Score -792291.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -792329.875000 Penalty: 4327.852051
	Iteration 42Q: 3 clusters Score -792329.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -792360.500000 Penalty: 4327.852051
	Iteration 43Q: 3 clusters Score -792360.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -792380.250000 Penalty: 4327.852051
	Iteration 44Q: 3 clusters Score -792380.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -792390.625000 Penalty: 4327.852051
	Iteration 45Q: 3 clusters Score -792390.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -792401.312500 Penalty: 4327.852051
	Iteration 46Q: 3 clusters Score -792401.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -792410.750000 Penalty: 4327.852051
	Iteration 47Q: 3 clusters Score -792410.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -792426.687500 Penalty: 4327.852051
	Iteration 48Q: 3 clusters Score -792426.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -792433.062500 Penalty: 4327.852051
	Iteration 49Q: 3 clusters Score -792433.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -792441.375000 Penalty: 4327.852051
	Iteration 50Q: 3 clusters Score -792441.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -792444.812500 Penalty: 4327.852051
	Iteration 51Q: 3 clusters Score -792444.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -792451.625000 Penalty: 4327.852051
	Iteration 52Q: 3 clusters Score -792451.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -792454.812500 Penalty: 4327.852051
	Iteration 53Q: 3 clusters Score -792454.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -792458.125000 Penalty: 4327.852051
	Iteration 54Q: 3 clusters Score -792458.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -792460.000000 Penalty: 4327.852051
	Iteration 55Q: 3 clusters Score -792460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -792460.000000 Penalty: 4327.852051
	Iteration 56F: 3 clusters Score -792460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Entering Unmasked Estep 
Score: -163518.953125 Penalty: 1804.242676
	Iteration 0F: 2 clusters Score -163519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -161551.921875 Penalty: 3608.485352
	Iteration 0F: 3 clusters Score -161551.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -162630.921875 Penalty: 3608.485352
	Iteration 1F: 3 clusters Score -162630.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -163054.046875 Penalty: 3608.485352
	Iteration 2F: 3 clusters Score -163054 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -163334.890625 Penalty: 3608.485352
	Iteration 3F: 3 clusters Score -163334.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -163553.953125 Penalty: 3608.485352
	Iteration 4F: 3 clusters Score -163554 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -163733.593750 Penalty: 3608.485352
	Iteration 5Q: 3 clusters Score -163733.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -163882.015625 Penalty: 3608.485352
	Iteration 6Q: 3 clusters Score -163882 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -164084.765625 Penalty: 3608.485352
	Iteration 7Q: 3 clusters Score -164084.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -164248.843750 Penalty: 3608.485352
	Iteration 8Q: 3 clusters Score -164248.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -164289.109375 Penalty: 3608.485352
	Iteration 9Q: 3 clusters Score -164289.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -164297.312500 Penalty: 3608.485352
	Iteration 10Q: 3 clusters Score -164297.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -164302.421875 Penalty: 3608.485352
	Iteration 11Q: 3 clusters Score -164302.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -164302.421875 Penalty: 3608.485352
	Iteration 12F: 3 clusters Score -164302.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 6158 members 
Mstep: Class 3 contains 274 members 
Mstep: Class 4 contains 58952 members 
Mstep: Class 5 contains 1170 members 
Mstep: Class 6 contains 314514 members 
Mstep: Class 8 contains 18687 members 
Mstep: Class 9 contains 2995 members 
Mstep: Class 11 contains 22456 members 
Mstep: Class 14 contains 192960 members 
Mstep: Class 15 contains 63919 members 
Mstep: Class 16 contains 2474 members 
Mstep: Class 17 contains 97139 members 
Mstep: Class 19 contains 37324 members 
Mstep: Class 20 contains 3177 members 
Mstep: Class 21 contains 13863 members 
Mstep: Class 22 contains 1877 members 
Mstep: Class 23 contains 2720 members 
Entering Unmasked Estep 
Score: -104689728.000000 Penalty: 60985.734375
Splitting cluster 3 changes total score from -104691896.000000 to -104689728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (58952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58952 members 
Entering Unmasked Estep 
Score: -7089359.500000 Penalty: 2724.150879
	Iteration 0F: 2 clusters Score -7089360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
Score: -7049983.000000 Penalty: 5448.301758
	Iteration 0F: 3 clusters Score -7049983 nChanged 27273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -7067443.500000 Penalty: 5448.301758
	Iteration 1F: 3 clusters Score -7067444 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 32029 members 
Entering Unmasked Estep 
Score: -7071948.500000 Penalty: 5448.301758
	Iteration 2F: 3 clusters Score -7071948 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 35256 members 
Entering Unmasked Estep 
Score: -7077504.500000 Penalty: 5448.301758
	Iteration 3F: 3 clusters Score -7077504 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 38991 members 
Entering Unmasked Estep 
Score: -7082330.000000 Penalty: 5448.301758
	Iteration 4F: 3 clusters Score -7082330 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 42307 members 
Entering Unmasked Estep 
Score: -7085535.500000 Penalty: 5448.301758
	Iteration 5F: 3 clusters Score -7085536 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 44901 members 
Entering Unmasked Estep 
Score: -7087430.000000 Penalty: 5448.301758
	Iteration 6F: 3 clusters Score -7087430 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 46991 members 
Entering Unmasked Estep 
Score: -7088840.000000 Penalty: 5448.301758
	Iteration 7Q: 3 clusters Score -7088840 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 48816 members 
Entering Unmasked Estep 
Score: -7090077.500000 Penalty: 5448.301758
	Iteration 8Q: 3 clusters Score -7090078 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 50415 members 
Entering Unmasked Estep 
Score: -7091256.000000 Penalty: 5448.301758
	Iteration 9Q: 3 clusters Score -7091256 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 51810 members 
Entering Unmasked Estep 
Score: -7092366.500000 Penalty: 5448.301758
	Iteration 10Q: 3 clusters Score -7092366 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 52849 members 
Entering Unmasked Estep 
Score: -7093010.000000 Penalty: 5448.301758
	Iteration 11Q: 3 clusters Score -7093010 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 53543 members 
Entering Unmasked Estep 
Score: -7093365.500000 Penalty: 5448.301758
	Iteration 12Q: 3 clusters Score -7093366 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 53997 members 
Entering Unmasked Estep 
Score: -7093487.500000 Penalty: 5448.301758
	Iteration 13Q: 3 clusters Score -7093488 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 54304 members 
Entering Unmasked Estep 
Score: -7093587.000000 Penalty: 5448.301758
	Iteration 14Q: 3 clusters Score -7093587 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 54532 members 
Entering Unmasked Estep 
Score: -7093659.000000 Penalty: 5448.301758
	Iteration 15Q: 3 clusters Score -7093659 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 54693 members 
Entering Unmasked Estep 
Score: -7093696.500000 Penalty: 5448.301758
	Iteration 16Q: 3 clusters Score -7093696 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 54820 members 
Entering Unmasked Estep 
Score: -7093735.000000 Penalty: 5448.301758
	Iteration 17Q: 3 clusters Score -7093735 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 54921 members 
Entering Unmasked Estep 
Score: -7093747.000000 Penalty: 5448.301758
	Iteration 18Q: 3 clusters Score -7093747 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 54990 members 
Entering Unmasked Estep 
Score: -7093748.500000 Penalty: 5448.301758
	Iteration 19Q: 3 clusters Score -7093748 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 55054 members 
Entering Unmasked Estep 
Score: -7093759.000000 Penalty: 5448.301758
	Iteration 20F: 3 clusters Score -7093759 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 55103 members 
Entering Unmasked Estep 
Score: -7093764.500000 Penalty: 5448.301758
	Iteration 21Q: 3 clusters Score -7093764 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 55143 members 
Entering Unmasked Estep 
Score: -7093782.500000 Penalty: 5448.301758
	Iteration 22Q: 3 clusters Score -7093782 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 55171 members 
Entering Unmasked Estep 
Score: -7093790.000000 Penalty: 5448.301758
	Iteration 23Q: 3 clusters Score -7093790 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 55196 members 
Entering Unmasked Estep 
Score: -7093793.500000 Penalty: 5448.301758
	Iteration 24Q: 3 clusters Score -7093794 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 55220 members 
Entering Unmasked Estep 
Score: -7093793.500000 Penalty: 5448.301758
	Iteration 25Q: 3 clusters Score -7093794 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 55237 members 
Entering Unmasked Estep 
Score: -7093797.000000 Penalty: 5448.301758
	Iteration 26Q: 3 clusters Score -7093797 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 55255 members 
Entering Unmasked Estep 
Score: -7093796.500000 Penalty: 5448.301758
	Iteration 27Q: 3 clusters Score -7093796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 55273 members 
Entering Unmasked Estep 
Score: -7093806.500000 Penalty: 5448.301758
	Iteration 28Q: 3 clusters Score -7093806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 55290 members 
Entering Unmasked Estep 
Score: -7093810.500000 Penalty: 5448.301758
	Iteration 29Q: 3 clusters Score -7093810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 55307 members 
Entering Unmasked Estep 
Score: -7093811.000000 Penalty: 5448.301758
	Iteration 30Q: 3 clusters Score -7093811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 55318 members 
Entering Unmasked Estep 
Score: -7093820.500000 Penalty: 5448.301758
	Iteration 31Q: 3 clusters Score -7093820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 55323 members 
Entering Unmasked Estep 
Score: -7093819.000000 Penalty: 5448.301758
	Iteration 32Q: 3 clusters Score -7093819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 55326 members 
Entering Unmasked Estep 
Score: -7093820.500000 Penalty: 5448.301758
	Iteration 33Q: 3 clusters Score -7093820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 55328 members 
Entering Unmasked Estep 
Score: -7093816.000000 Penalty: 5448.301758
	Iteration 34Q: 3 clusters Score -7093816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 55329 members 
Entering Unmasked Estep 
Score: -7093817.500000 Penalty: 5448.301758
	Iteration 35Q: 3 clusters Score -7093818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 55330 members 
Entering Unmasked Estep 
Score: -7093814.500000 Penalty: 5448.301758
	Iteration 36Q: 3 clusters Score -7093814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 55331 members 
Entering Unmasked Estep 
Score: -7093817.000000 Penalty: 5448.301758
	Iteration 37Q: 3 clusters Score -7093817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 55332 members 
Entering Unmasked Estep 
Score: -7093814.500000 Penalty: 5448.301758
	Iteration 38Q: 3 clusters Score -7093814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 55335 members 
Entering Unmasked Estep 
Score: -7093815.500000 Penalty: 5448.301758
	Iteration 39Q: 3 clusters Score -7093816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 55338 members 
Entering Unmasked Estep 
Score: -7093807.000000 Penalty: 5448.301758
	Iteration 40F: 3 clusters Score -7093807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 55340 members 
Entering Unmasked Estep 
Score: -7093808.500000 Penalty: 5448.301758
	Iteration 41Q: 3 clusters Score -7093808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 55343 members 
Entering Unmasked Estep 
Score: -7093807.000000 Penalty: 5448.301758
	Iteration 42Q: 3 clusters Score -7093807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 55345 members 
Entering Unmasked Estep 
Score: -7093806.500000 Penalty: 5448.301758
	Iteration 43Q: 3 clusters Score -7093806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 55348 members 
Entering Unmasked Estep 
Score: -7093804.500000 Penalty: 5448.301758
	Iteration 44Q: 3 clusters Score -7093804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 55348 members 
Entering Unmasked Estep 
Score: -7093804.500000 Penalty: 5448.301758
	Iteration 45F: 3 clusters Score -7093804 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 6158 members 
Mstep: Class 3 contains 1444 members 
Mstep: Class 4 contains 3604 members 
Mstep: Class 5 contains 55348 members 
Mstep: Class 6 contains 314514 members 
Mstep: Class 8 contains 18687 members 
Mstep: Class 9 contains 2995 members 
Mstep: Class 11 contains 22456 members 
Mstep: Class 14 contains 192960 members 
Mstep: Class 15 contains 63919 members 
Mstep: Class 16 contains 2474 members 
Mstep: Class 17 contains 97139 members 
Mstep: Class 19 contains 37324 members 
Mstep: Class 20 contains 3177 members 
Mstep: Class 21 contains 13863 members 
Mstep: Class 22 contains 1877 members 
Mstep: Class 23 contains 2720 members 
Entering Unmasked Estep 
Score: -104694528.000000 Penalty: 60985.734375
Splitting cluster 4 changes total score from -104691896.000000 to -104694528.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 6 (314514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314514 members 
Entering Unmasked Estep 
Score: -38943580.000000 Penalty: 3139.378418
	Iteration 0F: 2 clusters Score -3.894358e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157517 members 
Mstep: Class 2 contains 156997 members 
Entering Unmasked Estep 
Score: -38760620.000000 Penalty: 6278.756836
	Iteration 0F: 3 clusters Score -3.876062e+07 nChanged 152893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162248 members 
Mstep: Class 2 contains 152266 members 
Entering Unmasked Estep 
Score: -38850300.000000 Penalty: 6278.756836
	Iteration 1F: 3 clusters Score -3.88503e+07 nChanged 7815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165633 members 
Mstep: Class 2 contains 148881 members 
Entering Unmasked Estep 
Score: -38851812.000000 Penalty: 6278.756836
	Iteration 2Q: 3 clusters Score -3.885181e+07 nChanged 8728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170923 members 
Mstep: Class 2 contains 143591 members 
Entering Unmasked Estep 
Score: -38853928.000000 Penalty: 6278.756836
	Iteration 3Q: 3 clusters Score -3.885393e+07 nChanged 10741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179042 members 
Mstep: Class 2 contains 135472 members 
Entering Unmasked Estep 
Score: -38857508.000000 Penalty: 6278.756836
	Iteration 4Q: 3 clusters Score -3.885751e+07 nChanged 14154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191214 members 
Mstep: Class 2 contains 123300 members 
Entering Unmasked Estep 
Score: -38863680.000000 Penalty: 6278.756836
	Iteration 5Q: 3 clusters Score -3.886368e+07 nChanged 18911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208533 members 
Mstep: Class 2 contains 105981 members 
Entering Unmasked Estep 
Score: -38874328.000000 Penalty: 6278.756836
	Iteration 6F: 3 clusters Score -3.887433e+07 nChanged 22951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230202 members 
Mstep: Class 2 contains 84312 members 
Entering Unmasked Estep 
Score: -38889684.000000 Penalty: 6278.756836
	Iteration 7F: 3 clusters Score -3.888968e+07 nChanged 23517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252589 members 
Mstep: Class 2 contains 61925 members 
Entering Unmasked Estep 
Score: -38906388.000000 Penalty: 6278.756836
	Iteration 8F: 3 clusters Score -3.890639e+07 nChanged 19051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270368 members 
Mstep: Class 2 contains 44146 members 
Entering Unmasked Estep 
Score: -38919796.000000 Penalty: 6278.756836
	Iteration 9F: 3 clusters Score -3.89198e+07 nChanged 13351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282221 members 
Mstep: Class 2 contains 32293 members 
Entering Unmasked Estep 
Score: -38928480.000000 Penalty: 6278.756836
	Iteration 10Q: 3 clusters Score -3.892848e+07 nChanged 8651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289702 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -38935084.000000 Penalty: 6278.756836
	Iteration 11Q: 3 clusters Score -3.893508e+07 nChanged 5990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294970 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -38940320.000000 Penalty: 6278.756836
	Iteration 12Q: 3 clusters Score -3.894032e+07 nChanged 4463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299163 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -38943976.000000 Penalty: 6278.756836
	Iteration 13Q: 3 clusters Score -3.894398e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302778 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -38945396.000000 Penalty: 6278.756836
	Iteration 14Q: 3 clusters Score -3.89454e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305844 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -38945544.000000 Penalty: 6278.756836
	Iteration 15Q: 3 clusters Score -3.894554e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308378 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -38945180.000000 Penalty: 6278.756836
	Iteration 16Q: 3 clusters Score -3.894518e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310358 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -38944400.000000 Penalty: 6278.756836
	Iteration 17Q: 3 clusters Score -3.89444e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311669 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -38943796.000000 Penalty: 6278.756836
	Iteration 18Q: 3 clusters Score -3.89438e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312455 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -38943188.000000 Penalty: 6278.756836
	Iteration 19Q: 3 clusters Score -3.894319e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312912 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -38943004.000000 Penalty: 6278.756836
	Iteration 20F: 3 clusters Score -3.8943e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313166 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -38942800.000000 Penalty: 6278.756836
	Iteration 21Q: 3 clusters Score -3.89428e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313313 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -38942812.000000 Penalty: 6278.756836
	Iteration 22Q: 3 clusters Score -3.894281e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313394 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -38942776.000000 Penalty: 6278.756836
	Iteration 23Q: 3 clusters Score -3.894278e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313426 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -38942896.000000 Penalty: 6278.756836
	Iteration 24Q: 3 clusters Score -3.89429e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313423 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -38943084.000000 Penalty: 6278.756836
	Iteration 25Q: 3 clusters Score -3.894308e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313404 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -38943192.000000 Penalty: 6278.756836
	Iteration 26Q: 3 clusters Score -3.894319e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313396 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -38943240.000000 Penalty: 6278.756836
	Iteration 27Q: 3 clusters Score -3.894324e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313372 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -38943328.000000 Penalty: 6278.756836
	Iteration 28Q: 3 clusters Score -3.894333e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313332 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -38943436.000000 Penalty: 6278.756836
	Iteration 29Q: 3 clusters Score -3.894344e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313313 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -38943508.000000 Penalty: 6278.756836
	Iteration 30Q: 3 clusters Score -3.894351e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313298 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -38943508.000000 Penalty: 6278.756836
	Iteration 31Q: 3 clusters Score -3.894351e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313291 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -38943496.000000 Penalty: 6278.756836
	Iteration 32Q: 3 clusters Score -3.89435e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313281 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -38943516.000000 Penalty: 6278.756836
	Iteration 33Q: 3 clusters Score -3.894352e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313268 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -38943580.000000 Penalty: 6278.756836
	Iteration 34Q: 3 clusters Score -3.894358e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313261 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -38943596.000000 Penalty: 6278.756836
	Iteration 35Q: 3 clusters Score -3.89436e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313256 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -38943588.000000 Penalty: 6278.756836
	Iteration 36Q: 3 clusters Score -3.894359e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313260 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -38943588.000000 Penalty: 6278.756836
	Iteration 37Q: 3 clusters Score -3.894359e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313261 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -38943588.000000 Penalty: 6278.756836
	Iteration 38Q: 3 clusters Score -3.894359e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313255 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -38943600.000000 Penalty: 6278.756836
	Iteration 39Q: 3 clusters Score -3.89436e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313255 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -38943632.000000 Penalty: 6278.756836
	Iteration 40F: 3 clusters Score -3.894363e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313206 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -38943748.000000 Penalty: 6278.756836
	Iteration 41Q: 3 clusters Score -3.894375e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313171 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -38943744.000000 Penalty: 6278.756836
	Iteration 42Q: 3 clusters Score -3.894374e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313132 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -38943732.000000 Penalty: 6278.756836
	Iteration 43Q: 3 clusters Score -3.894373e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313079 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -38943832.000000 Penalty: 6278.756836
	Iteration 44Q: 3 clusters Score -3.894383e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313041 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -38943940.000000 Penalty: 6278.756836
	Iteration 45Q: 3 clusters Score -3.894394e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313000 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -38944024.000000 Penalty: 6278.756836
	Iteration 46Q: 3 clusters Score -3.894402e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312961 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -38944072.000000 Penalty: 6278.756836
	Iteration 47Q: 3 clusters Score -3.894407e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312923 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -38944124.000000 Penalty: 6278.756836
	Iteration 48Q: 3 clusters Score -3.894412e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312882 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -38944244.000000 Penalty: 6278.756836
	Iteration 49Q: 3 clusters Score -3.894424e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312852 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -38944312.000000 Penalty: 6278.756836
	Iteration 50Q: 3 clusters Score -3.894431e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312831 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -38944368.000000 Penalty: 6278.756836
	Iteration 51Q: 3 clusters Score -3.894437e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312798 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -38944464.000000 Penalty: 6278.756836
	Iteration 52Q: 3 clusters Score -3.894446e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312773 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -38944488.000000 Penalty: 6278.756836
	Iteration 53Q: 3 clusters Score -3.894449e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312753 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -38944512.000000 Penalty: 6278.756836
	Iteration 54Q: 3 clusters Score -3.894451e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312738 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -38944536.000000 Penalty: 6278.756836
	Iteration 55Q: 3 clusters Score -3.894454e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312731 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -38944560.000000 Penalty: 6278.756836
	Iteration 56Q: 3 clusters Score -3.894456e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312723 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -38944584.000000 Penalty: 6278.756836
	Iteration 57Q: 3 clusters Score -3.894458e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312716 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -38944572.000000 Penalty: 6278.756836
	Iteration 58Q: 3 clusters Score -3.894457e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312707 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -38944580.000000 Penalty: 6278.756836
	Iteration 59Q: 3 clusters Score -3.894458e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312705 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -38944576.000000 Penalty: 6278.756836
	Iteration 60F: 3 clusters Score -3.894458e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312698 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -38944564.000000 Penalty: 6278.756836
	Iteration 61Q: 3 clusters Score -3.894456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312694 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -38944596.000000 Penalty: 6278.756836
	Iteration 62Q: 3 clusters Score -3.89446e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312692 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -38944576.000000 Penalty: 6278.756836
	Iteration 63Q: 3 clusters Score -3.894458e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312690 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -38944560.000000 Penalty: 6278.756836
	Iteration 64Q: 3 clusters Score -3.894456e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312688 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -38944580.000000 Penalty: 6278.756836
	Iteration 65Q: 3 clusters Score -3.894458e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312681 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -38944572.000000 Penalty: 6278.756836
	Iteration 66Q: 3 clusters Score -3.894457e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312675 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -38944596.000000 Penalty: 6278.756836
	Iteration 67Q: 3 clusters Score -3.89446e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312668 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -38944600.000000 Penalty: 6278.756836
	Iteration 68Q: 3 clusters Score -3.89446e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312668 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -38944600.000000 Penalty: 6278.756836
	Iteration 69Q: 3 clusters Score -3.89446e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312667 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -38944600.000000 Penalty: 6278.756836
	Iteration 70Q: 3 clusters Score -3.89446e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312665 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -38944608.000000 Penalty: 6278.756836
	Iteration 71Q: 3 clusters Score -3.894461e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312662 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -38944632.000000 Penalty: 6278.756836
	Iteration 72Q: 3 clusters Score -3.894463e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312653 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -38944656.000000 Penalty: 6278.756836
	Iteration 73Q: 3 clusters Score -3.894466e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312647 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -38944664.000000 Penalty: 6278.756836
	Iteration 74Q: 3 clusters Score -3.894466e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312635 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -38944680.000000 Penalty: 6278.756836
	Iteration 75Q: 3 clusters Score -3.894468e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312627 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -38944668.000000 Penalty: 6278.756836
	Iteration 76Q: 3 clusters Score -3.894467e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312621 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -38944720.000000 Penalty: 6278.756836
	Iteration 77Q: 3 clusters Score -3.894472e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312617 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -38944692.000000 Penalty: 6278.756836
	Iteration 78Q: 3 clusters Score -3.894469e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312614 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -38944716.000000 Penalty: 6278.756836
	Iteration 79Q: 3 clusters Score -3.894472e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312613 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -38944720.000000 Penalty: 6278.756836
	Iteration 80F: 3 clusters Score -3.894472e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312611 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -38944720.000000 Penalty: 6278.756836
	Iteration 81Q: 3 clusters Score -3.894472e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312610 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -38944728.000000 Penalty: 6278.756836
	Iteration 82Q: 3 clusters Score -3.894473e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312610 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -38944728.000000 Penalty: 6278.756836
	Iteration 83F: 3 clusters Score -3.894473e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 6158 members 
Mstep: Class 3 contains 1444 members 
Mstep: Class 4 contains 3604 members 
Mstep: Class 5 contains 55348 members 
Mstep: Class 6 contains 312610 members 
Mstep: Class 7 contains 1904 members 
Mstep: Class 8 contains 18687 members 
Mstep: Class 9 contains 2995 members 
Mstep: Class 11 contains 22456 members 
Mstep: Class 14 contains 192960 members 
Mstep: Class 15 contains 63919 members 
Mstep: Class 16 contains 2474 members 
Mstep: Class 17 contains 97139 members 
Mstep: Class 19 contains 37324 members 
Mstep: Class 20 contains 3177 members 
Mstep: Class 21 contains 13863 members 
Mstep: Class 22 contains 1877 members 
Mstep: Class 23 contains 2720 members 
Entering Unmasked Estep 
Score: -104695184.000000 Penalty: 64373.832031
Splitting cluster 6 changes total score from -104691896.000000 to -104695184.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 8 (18687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Entering Unmasked Estep 
Score: -2344270.000000 Penalty: 2439.224854
	Iteration 0F: 2 clusters Score -2344270 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -2331019.750000 Penalty: 4878.449707
	Iteration 0F: 3 clusters Score -2331020 nChanged 8349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -2335506.000000 Penalty: 4878.449707
	Iteration 1F: 3 clusters Score -2335506 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -2335885.000000 Penalty: 4878.449707
	Iteration 2F: 3 clusters Score -2335885 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -2336154.250000 Penalty: 4878.449707
	Iteration 3Q: 3 clusters Score -2336154 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -2336432.250000 Penalty: 4878.449707
	Iteration 4Q: 3 clusters Score -2336432 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -2336708.750000 Penalty: 4878.449707
	Iteration 5Q: 3 clusters Score -2336709 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -2337028.250000 Penalty: 4878.449707
	Iteration 6Q: 3 clusters Score -2337028 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -2337434.750000 Penalty: 4878.449707
	Iteration 7Q: 3 clusters Score -2337435 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -2337928.500000 Penalty: 4878.449707
	Iteration 8Q: 3 clusters Score -2337928 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -2338474.000000 Penalty: 4878.449707
	Iteration 9Q: 3 clusters Score -2338474 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -2339101.500000 Penalty: 4878.449707
	Iteration 10Q: 3 clusters Score -2339102 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -2339798.500000 Penalty: 4878.449707
	Iteration 11Q: 3 clusters Score -2339798 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -2340442.750000 Penalty: 4878.449707
	Iteration 12Q: 3 clusters Score -2340443 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -2340955.500000 Penalty: 4878.449707
	Iteration 13Q: 3 clusters Score -2340956 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -2341341.000000 Penalty: 4878.449707
	Iteration 14Q: 3 clusters Score -2341341 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -2341608.500000 Penalty: 4878.449707
	Iteration 15Q: 3 clusters Score -2341608 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -2341772.750000 Penalty: 4878.449707
	Iteration 16Q: 3 clusters Score -2341773 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -2341880.000000 Penalty: 4878.449707
	Iteration 17Q: 3 clusters Score -2341880 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -2341968.000000 Penalty: 4878.449707
	Iteration 18Q: 3 clusters Score -2341968 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -2342022.000000 Penalty: 4878.449707
	Iteration 19Q: 3 clusters Score -2342022 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -2342048.750000 Penalty: 4878.449707
	Iteration 20F: 3 clusters Score -2342049 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -2342067.750000 Penalty: 4878.449707
	Iteration 21Q: 3 clusters Score -2342068 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -2342090.500000 Penalty: 4878.449707
	Iteration 22Q: 3 clusters Score -2342090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -2342099.500000 Penalty: 4878.449707
	Iteration 23Q: 3 clusters Score -2342100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -2342104.500000 Penalty: 4878.449707
	Iteration 24Q: 3 clusters Score -2342104 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -2342116.250000 Penalty: 4878.449707
	Iteration 25Q: 3 clusters Score -2342116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -2342124.750000 Penalty: 4878.449707
	Iteration 26Q: 3 clusters Score -2342125 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -2342132.250000 Penalty: 4878.449707
	Iteration 27Q: 3 clusters Score -2342132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -2342135.750000 Penalty: 4878.449707
	Iteration 28Q: 3 clusters Score -2342136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -2342142.750000 Penalty: 4878.449707
	Iteration 29Q: 3 clusters Score -2342143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -2342153.750000 Penalty: 4878.449707
	Iteration 30Q: 3 clusters Score -2342154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -2342156.750000 Penalty: 4878.449707
	Iteration 31Q: 3 clusters Score -2342157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -2342158.500000 Penalty: 4878.449707
	Iteration 32Q: 3 clusters Score -2342158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -2342163.500000 Penalty: 4878.449707
	Iteration 33Q: 3 clusters Score -2342164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -2342162.250000 Penalty: 4878.449707
	Iteration 34Q: 3 clusters Score -2342162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -2342162.250000 Penalty: 4878.449707
	Iteration 35F: 3 clusters Score -2342162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (2995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Entering Unmasked Estep 
Score: -366821.468750 Penalty: 1985.165527
	Iteration 0F: 2 clusters Score -366821.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -363574.562500 Penalty: 3970.331055
	Iteration 0F: 3 clusters Score -363574.6 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -364199.406250 Penalty: 3970.331055
	Iteration 1F: 3 clusters Score -364199.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -364343.656250 Penalty: 3970.331055
	Iteration 2F: 3 clusters Score -364343.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -364432.093750 Penalty: 3970.331055
	Iteration 3Q: 3 clusters Score -364432.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -364493.625000 Penalty: 3970.331055
	Iteration 4Q: 3 clusters Score -364493.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -364537.468750 Penalty: 3970.331055
	Iteration 5Q: 3 clusters Score -364537.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -364578.218750 Penalty: 3970.331055
	Iteration 6Q: 3 clusters Score -364578.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -364610.156250 Penalty: 3970.331055
	Iteration 7Q: 3 clusters Score -364610.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -364635.718750 Penalty: 3970.331055
	Iteration 8Q: 3 clusters Score -364635.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -364658.750000 Penalty: 3970.331055
	Iteration 9Q: 3 clusters Score -364658.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -364678.718750 Penalty: 3970.331055
	Iteration 10Q: 3 clusters Score -364678.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -364690.875000 Penalty: 3970.331055
	Iteration 11Q: 3 clusters Score -364690.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -364700.187500 Penalty: 3970.331055
	Iteration 12Q: 3 clusters Score -364700.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -364709.250000 Penalty: 3970.331055
	Iteration 13Q: 3 clusters Score -364709.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -364715.375000 Penalty: 3970.331055
	Iteration 14Q: 3 clusters Score -364715.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -364719.625000 Penalty: 3970.331055
	Iteration 15Q: 3 clusters Score -364719.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -364721.000000 Penalty: 3970.331055
	Iteration 16Q: 3 clusters Score -364721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -364721.468750 Penalty: 3970.331055
	Iteration 17Q: 3 clusters Score -364721.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -364723.656250 Penalty: 3970.331055
	Iteration 18Q: 3 clusters Score -364723.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -364726.718750 Penalty: 3970.331055
	Iteration 19Q: 3 clusters Score -364726.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -364726.500000 Penalty: 3970.331055
	Iteration 20F: 3 clusters Score -364726.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -364727.437500 Penalty: 3970.331055
	Iteration 21Q: 3 clusters Score -364727.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -364728.500000 Penalty: 3970.331055
	Iteration 22Q: 3 clusters Score -364728.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -364729.593750 Penalty: 3970.331055
	Iteration 23Q: 3 clusters Score -364729.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -364732.218750 Penalty: 3970.331055
	Iteration 24Q: 3 clusters Score -364732.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -364735.562500 Penalty: 3970.331055
	Iteration 25Q: 3 clusters Score -364735.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -364738.531250 Penalty: 3970.331055
	Iteration 26Q: 3 clusters Score -364738.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -364738.437500 Penalty: 3970.331055
	Iteration 27Q: 3 clusters Score -364738.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -364738.812500 Penalty: 3970.331055
	Iteration 28Q: 3 clusters Score -364738.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -364738.593750 Penalty: 3970.331055
	Iteration 29Q: 3 clusters Score -364738.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -364739.312500 Penalty: 3970.331055
	Iteration 30Q: 3 clusters Score -364739.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -364740.531250 Penalty: 3970.331055
	Iteration 31Q: 3 clusters Score -364740.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -364740.531250 Penalty: 3970.331055
	Iteration 32F: 3 clusters Score -364740.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (22456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Entering Unmasked Estep 
Score: -2688586.000000 Penalty: 2484.789551
	Iteration 0F: 2 clusters Score -2688586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -2672959.500000 Penalty: 4969.579102
	Iteration 0F: 3 clusters Score -2672960 nChanged 9957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -2678673.000000 Penalty: 4969.579102
	Iteration 1F: 3 clusters Score -2678673 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -2679484.750000 Penalty: 4969.579102
	Iteration 2F: 3 clusters Score -2679485 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -2680264.750000 Penalty: 4969.579102
	Iteration 3F: 3 clusters Score -2680265 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -2680962.000000 Penalty: 4969.579102
	Iteration 4F: 3 clusters Score -2680962 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -2681654.000000 Penalty: 4969.579102
	Iteration 5F: 3 clusters Score -2681654 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 13798 members 
Entering Unmasked Estep 
Score: -2682351.750000 Penalty: 4969.579102
	Iteration 6F: 3 clusters Score -2682352 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -2683095.500000 Penalty: 4969.579102
	Iteration 7F: 3 clusters Score -2683096 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -2683810.250000 Penalty: 4969.579102
	Iteration 8F: 3 clusters Score -2683810 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -2684381.250000 Penalty: 4969.579102
	Iteration 9Q: 3 clusters Score -2684381 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -2684908.750000 Penalty: 4969.579102
	Iteration 10Q: 3 clusters Score -2684909 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -2685359.250000 Penalty: 4969.579102
	Iteration 11Q: 3 clusters Score -2685359 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -2685719.250000 Penalty: 4969.579102
	Iteration 12Q: 3 clusters Score -2685719 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -2686033.000000 Penalty: 4969.579102
	Iteration 13Q: 3 clusters Score -2686033 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -2686278.250000 Penalty: 4969.579102
	Iteration 14Q: 3 clusters Score -2686278 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -2686493.750000 Penalty: 4969.579102
	Iteration 15Q: 3 clusters Score -2686494 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -2686686.250000 Penalty: 4969.579102
	Iteration 16Q: 3 clusters Score -2686686 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -2686827.750000 Penalty: 4969.579102
	Iteration 17Q: 3 clusters Score -2686828 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
Score: -2686935.250000 Penalty: 4969.579102
	Iteration 18Q: 3 clusters Score -2686935 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -2687059.500000 Penalty: 4969.579102
	Iteration 19Q: 3 clusters Score -2687060 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -2687164.750000 Penalty: 4969.579102
	Iteration 20F: 3 clusters Score -2687165 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -2687270.000000 Penalty: 4969.579102
	Iteration 21Q: 3 clusters Score -2687270 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -2687363.250000 Penalty: 4969.579102
	Iteration 22Q: 3 clusters Score -2687363 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -2687447.500000 Penalty: 4969.579102
	Iteration 23Q: 3 clusters Score -2687448 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -2687492.500000 Penalty: 4969.579102
	Iteration 24Q: 3 clusters Score -2687492 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -2687542.250000 Penalty: 4969.579102
	Iteration 25Q: 3 clusters Score -2687542 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -2687572.750000 Penalty: 4969.579102
	Iteration 26Q: 3 clusters Score -2687573 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -2687582.750000 Penalty: 4969.579102
	Iteration 27Q: 3 clusters Score -2687583 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -2687613.250000 Penalty: 4969.579102
	Iteration 28Q: 3 clusters Score -2687613 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -2687619.000000 Penalty: 4969.579102
	Iteration 29Q: 3 clusters Score -2687619 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -2687634.750000 Penalty: 4969.579102
	Iteration 30Q: 3 clusters Score -2687635 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -2687644.750000 Penalty: 4969.579102
	Iteration 31Q: 3 clusters Score -2687645 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -2687653.250000 Penalty: 4969.579102
	Iteration 32Q: 3 clusters Score -2687653 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -2687661.750000 Penalty: 4969.579102
	Iteration 33Q: 3 clusters Score -2687662 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -2687662.750000 Penalty: 4969.579102
	Iteration 34Q: 3 clusters Score -2687663 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -2687674.250000 Penalty: 4969.579102
	Iteration 35Q: 3 clusters Score -2687674 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -2687680.250000 Penalty: 4969.579102
	Iteration 36Q: 3 clusters Score -2687680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -2687689.750000 Penalty: 4969.579102
	Iteration 37Q: 3 clusters Score -2687690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -2687697.250000 Penalty: 4969.579102
	Iteration 38Q: 3 clusters Score -2687697 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -2687702.000000 Penalty: 4969.579102
	Iteration 39Q: 3 clusters Score -2687702 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -2687714.500000 Penalty: 4969.579102
	Iteration 40F: 3 clusters Score -2687714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -2687718.750000 Penalty: 4969.579102
	Iteration 41Q: 3 clusters Score -2687719 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -2687726.000000 Penalty: 4969.579102
	Iteration 42Q: 3 clusters Score -2687726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -2687732.500000 Penalty: 4969.579102
	Iteration 43Q: 3 clusters Score -2687732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -2687738.750000 Penalty: 4969.579102
	Iteration 44Q: 3 clusters Score -2687739 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -2687746.250000 Penalty: 4969.579102
	Iteration 45Q: 3 clusters Score -2687746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -2687759.250000 Penalty: 4969.579102
	Iteration 46Q: 3 clusters Score -2687759 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -2687759.750000 Penalty: 4969.579102
	Iteration 47Q: 3 clusters Score -2687760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -2687764.000000 Penalty: 4969.579102
	Iteration 48Q: 3 clusters Score -2687764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -2687769.500000 Penalty: 4969.579102
	Iteration 49Q: 3 clusters Score -2687770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -2687771.250000 Penalty: 4969.579102
	Iteration 50Q: 3 clusters Score -2687771 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -2687773.500000 Penalty: 4969.579102
	Iteration 51Q: 3 clusters Score -2687774 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -2687780.500000 Penalty: 4969.579102
	Iteration 52Q: 3 clusters Score -2687780 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -2687792.000000 Penalty: 4969.579102
	Iteration 53Q: 3 clusters Score -2687792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -2687795.000000 Penalty: 4969.579102
	Iteration 54Q: 3 clusters Score -2687795 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -2687802.500000 Penalty: 4969.579102
	Iteration 55Q: 3 clusters Score -2687802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 20787 members 
Entering Unmasked Estep 
Score: -2687809.250000 Penalty: 4969.579102
	Iteration 56Q: 3 clusters Score -2687809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -2687818.000000 Penalty: 4969.579102
	Iteration 57Q: 3 clusters Score -2687818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -2687818.500000 Penalty: 4969.579102
	Iteration 58Q: 3 clusters Score -2687818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -2687817.000000 Penalty: 4969.579102
	Iteration 59Q: 3 clusters Score -2687817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -2687822.500000 Penalty: 4969.579102
	Iteration 60F: 3 clusters Score -2687822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -2687826.500000 Penalty: 4969.579102
	Iteration 61Q: 3 clusters Score -2687826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -2687829.250000 Penalty: 4969.579102
	Iteration 62Q: 3 clusters Score -2687829 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -2687831.500000 Penalty: 4969.579102
	Iteration 63Q: 3 clusters Score -2687832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -2687831.000000 Penalty: 4969.579102
	Iteration 64Q: 3 clusters Score -2687831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -2687832.500000 Penalty: 4969.579102
	Iteration 65Q: 3 clusters Score -2687832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -2687836.500000 Penalty: 4969.579102
	Iteration 66Q: 3 clusters Score -2687836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -2687838.500000 Penalty: 4969.579102
	Iteration 67Q: 3 clusters Score -2687838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -2687838.750000 Penalty: 4969.579102
	Iteration 68Q: 3 clusters Score -2687839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -2687841.250000 Penalty: 4969.579102
	Iteration 69Q: 3 clusters Score -2687841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -2687836.250000 Penalty: 4969.579102
	Iteration 70Q: 3 clusters Score -2687836 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -2687839.750000 Penalty: 4969.579102
	Iteration 71Q: 3 clusters Score -2687840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -2687839.750000 Penalty: 4969.579102
	Iteration 72F: 3 clusters Score -2687840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (192960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192960 members 
Entering Unmasked Estep 
Score: -23998040.000000 Penalty: 3018.219238
	Iteration 0F: 2 clusters Score -2.399804e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96669 members 
Mstep: Class 2 contains 96291 members 
Entering Unmasked Estep 
Score: -23876920.000000 Penalty: 6036.438477
	Iteration 0F: 3 clusters Score -2.387692e+07 nChanged 92827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101226 members 
Mstep: Class 2 contains 91734 members 
Entering Unmasked Estep 
Score: -23931228.000000 Penalty: 6036.438477
	Iteration 1F: 3 clusters Score -2.393123e+07 nChanged 6171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103795 members 
Mstep: Class 2 contains 89165 members 
Entering Unmasked Estep 
Score: -23932828.000000 Penalty: 6036.438477
	Iteration 2Q: 3 clusters Score -2.393283e+07 nChanged 7121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107630 members 
Mstep: Class 2 contains 85330 members 
Entering Unmasked Estep 
Score: -23935172.000000 Penalty: 6036.438477
	Iteration 3Q: 3 clusters Score -2.393517e+07 nChanged 8547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113157 members 
Mstep: Class 2 contains 79803 members 
Entering Unmasked Estep 
Score: -23939124.000000 Penalty: 6036.438477
	Iteration 4Q: 3 clusters Score -2.393912e+07 nChanged 10665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121192 members 
Mstep: Class 2 contains 71768 members 
Entering Unmasked Estep 
Score: -23945420.000000 Penalty: 6036.438477
	Iteration 5F: 3 clusters Score -2.394542e+07 nChanged 13038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131664 members 
Mstep: Class 2 contains 61296 members 
Entering Unmasked Estep 
Score: -23954996.000000 Penalty: 6036.438477
	Iteration 6F: 3 clusters Score -2.3955e+07 nChanged 14629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143961 members 
Mstep: Class 2 contains 48999 members 
Entering Unmasked Estep 
Score: -23966750.000000 Penalty: 6036.438477
	Iteration 7F: 3 clusters Score -2.396675e+07 nChanged 13940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156007 members 
Mstep: Class 2 contains 36953 members 
Entering Unmasked Estep 
Score: -23978206.000000 Penalty: 6036.438477
	Iteration 8F: 3 clusters Score -2.397821e+07 nChanged 11000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165925 members 
Mstep: Class 2 contains 27035 members 
Entering Unmasked Estep 
Score: -23985892.000000 Penalty: 6036.438477
	Iteration 9F: 3 clusters Score -2.398589e+07 nChanged 7720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173155 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -23990622.000000 Penalty: 6036.438477
	Iteration 10Q: 3 clusters Score -2.399062e+07 nChanged 5103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178056 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -23993128.000000 Penalty: 6036.438477
	Iteration 11Q: 3 clusters Score -2.399313e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181406 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -23994906.000000 Penalty: 6036.438477
	Iteration 12Q: 3 clusters Score -2.399491e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183602 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -23996128.000000 Penalty: 6036.438477
	Iteration 13Q: 3 clusters Score -2.399613e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185025 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -23996798.000000 Penalty: 6036.438477
	Iteration 14Q: 3 clusters Score -2.39968e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185871 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -23997130.000000 Penalty: 6036.438477
	Iteration 15Q: 3 clusters Score -2.399713e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186387 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -23997202.000000 Penalty: 6036.438477
	Iteration 16Q: 3 clusters Score -2.39972e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186729 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -23997208.000000 Penalty: 6036.438477
	Iteration 17Q: 3 clusters Score -2.399721e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186958 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -23997278.000000 Penalty: 6036.438477
	Iteration 18Q: 3 clusters Score -2.399728e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187121 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -23997276.000000 Penalty: 6036.438477
	Iteration 19Q: 3 clusters Score -2.399728e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187254 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -23997290.000000 Penalty: 6036.438477
	Iteration 20F: 3 clusters Score -2.399729e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187360 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -23997244.000000 Penalty: 6036.438477
	Iteration 21Q: 3 clusters Score -2.399724e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187456 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -23997224.000000 Penalty: 6036.438477
	Iteration 22Q: 3 clusters Score -2.399722e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187524 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -23997264.000000 Penalty: 6036.438477
	Iteration 23Q: 3 clusters Score -2.399726e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187589 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -23997236.000000 Penalty: 6036.438477
	Iteration 24Q: 3 clusters Score -2.399724e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187657 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -23997294.000000 Penalty: 6036.438477
	Iteration 25Q: 3 clusters Score -2.399729e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187703 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -23997252.000000 Penalty: 6036.438477
	Iteration 26Q: 3 clusters Score -2.399725e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187741 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -23997190.000000 Penalty: 6036.438477
	Iteration 27Q: 3 clusters Score -2.399719e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187766 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -23997218.000000 Penalty: 6036.438477
	Iteration 28Q: 3 clusters Score -2.399722e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187784 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -23997210.000000 Penalty: 6036.438477
	Iteration 29Q: 3 clusters Score -2.399721e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187794 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -23997256.000000 Penalty: 6036.438477
	Iteration 30Q: 3 clusters Score -2.399726e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187800 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -23997230.000000 Penalty: 6036.438477
	Iteration 31Q: 3 clusters Score -2.399723e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187798 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -23997250.000000 Penalty: 6036.438477
	Iteration 32Q: 3 clusters Score -2.399725e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187798 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -23997232.000000 Penalty: 6036.438477
	Iteration 33Q: 3 clusters Score -2.399723e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187799 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -23997232.000000 Penalty: 6036.438477
	Iteration 34Q: 3 clusters Score -2.399723e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187799 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -23997224.000000 Penalty: 6036.438477
	Iteration 35Q: 3 clusters Score -2.399722e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187798 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -23997214.000000 Penalty: 6036.438477
	Iteration 36Q: 3 clusters Score -2.399721e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187792 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -23997246.000000 Penalty: 6036.438477
	Iteration 37Q: 3 clusters Score -2.399725e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187785 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -23997266.000000 Penalty: 6036.438477
	Iteration 38Q: 3 clusters Score -2.399727e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187785 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -23997260.000000 Penalty: 6036.438477
	Iteration 39Q: 3 clusters Score -2.399726e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187776 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -23997240.000000 Penalty: 6036.438477
	Iteration 40F: 3 clusters Score -2.399724e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187765 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -23997230.000000 Penalty: 6036.438477
	Iteration 41Q: 3 clusters Score -2.399723e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187761 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -23997228.000000 Penalty: 6036.438477
	Iteration 42Q: 3 clusters Score -2.399723e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187755 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -23997226.000000 Penalty: 6036.438477
	Iteration 43Q: 3 clusters Score -2.399723e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187750 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -23997208.000000 Penalty: 6036.438477
	Iteration 44Q: 3 clusters Score -2.399721e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187753 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -23997212.000000 Penalty: 6036.438477
	Iteration 45Q: 3 clusters Score -2.399721e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187749 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -23997240.000000 Penalty: 6036.438477
	Iteration 46Q: 3 clusters Score -2.399724e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187747 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -23997232.000000 Penalty: 6036.438477
	Iteration 47Q: 3 clusters Score -2.399723e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187737 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -23997238.000000 Penalty: 6036.438477
	Iteration 48Q: 3 clusters Score -2.399724e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187733 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -23997236.000000 Penalty: 6036.438477
	Iteration 49Q: 3 clusters Score -2.399724e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187737 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -23997234.000000 Penalty: 6036.438477
	Iteration 50Q: 3 clusters Score -2.399723e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187740 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -23997226.000000 Penalty: 6036.438477
	Iteration 51Q: 3 clusters Score -2.399723e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187737 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -23997238.000000 Penalty: 6036.438477
	Iteration 52Q: 3 clusters Score -2.399724e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187737 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -23997230.000000 Penalty: 6036.438477
	Iteration 53Q: 3 clusters Score -2.399723e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187736 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -23997236.000000 Penalty: 6036.438477
	Iteration 54Q: 3 clusters Score -2.399724e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187733 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -23997262.000000 Penalty: 6036.438477
	Iteration 55Q: 3 clusters Score -2.399726e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187732 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -23997264.000000 Penalty: 6036.438477
	Iteration 56Q: 3 clusters Score -2.399726e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187733 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -23997232.000000 Penalty: 6036.438477
	Iteration 57Q: 3 clusters Score -2.399723e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187729 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -23997234.000000 Penalty: 6036.438477
	Iteration 58Q: 3 clusters Score -2.399723e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187730 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -23997226.000000 Penalty: 6036.438477
	Iteration 59Q: 3 clusters Score -2.399723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187727 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -23997224.000000 Penalty: 6036.438477
	Iteration 60F: 3 clusters Score -2.399722e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187727 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -23997226.000000 Penalty: 6036.438477
	Iteration 61Q: 3 clusters Score -2.399723e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187728 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -23997224.000000 Penalty: 6036.438477
	Iteration 62Q: 3 clusters Score -2.399722e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187729 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -23997248.000000 Penalty: 6036.438477
	Iteration 63Q: 3 clusters Score -2.399725e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187729 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -23997232.000000 Penalty: 6036.438477
	Iteration 64Q: 3 clusters Score -2.399723e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187729 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -23997242.000000 Penalty: 6036.438477
	Iteration 65Q: 3 clusters Score -2.399724e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187729 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -23997242.000000 Penalty: 6036.438477
	Iteration 66F: 3 clusters Score -2.399724e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (63919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63919 members 
Entering Unmasked Estep 
Score: -8067676.500000 Penalty: 2744.212158
	Iteration 0F: 2 clusters Score -8067676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31772 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -8024741.000000 Penalty: 5488.424316
	Iteration 0F: 3 clusters Score -8024741 nChanged 29826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
Score: -8041363.000000 Penalty: 5488.424316
	Iteration 1F: 3 clusters Score -8041363 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28887 members 
Mstep: Class 2 contains 35032 members 
Entering Unmasked Estep 
Score: -8042128.000000 Penalty: 5488.424316
	Iteration 2Q: 3 clusters Score -8042128 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 36804 members 
Entering Unmasked Estep 
Score: -8043156.000000 Penalty: 5488.424316
	Iteration 3Q: 3 clusters Score -8043156 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 39396 members 
Entering Unmasked Estep 
Score: -8044662.500000 Penalty: 5488.424316
	Iteration 4Q: 3 clusters Score -8044662 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 42971 members 
Entering Unmasked Estep 
Score: -8047041.500000 Penalty: 5488.424316
	Iteration 5F: 3 clusters Score -8047042 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 47558 members 
Entering Unmasked Estep 
Score: -8050803.000000 Penalty: 5488.424316
	Iteration 6F: 3 clusters Score -8050803 nChanged 5043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 52493 members 
Entering Unmasked Estep 
Score: -8055384.500000 Penalty: 5488.424316
	Iteration 7F: 3 clusters Score -8055384 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 56698 members 
Entering Unmasked Estep 
Score: -8059371.000000 Penalty: 5488.424316
	Iteration 8F: 3 clusters Score -8059371 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 59470 members 
Entering Unmasked Estep 
Score: -8061940.500000 Penalty: 5488.424316
	Iteration 9Q: 3 clusters Score -8061940 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 61149 members 
Entering Unmasked Estep 
Score: -8063417.500000 Penalty: 5488.424316
	Iteration 10Q: 3 clusters Score -8063418 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 62075 members 
Entering Unmasked Estep 
Score: -8064233.500000 Penalty: 5488.424316
	Iteration 11Q: 3 clusters Score -8064234 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 62586 members 
Entering Unmasked Estep 
Score: -8064688.500000 Penalty: 5488.424316
	Iteration 12Q: 3 clusters Score -8064688 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 62897 members 
Entering Unmasked Estep 
Score: -8064920.500000 Penalty: 5488.424316
	Iteration 13Q: 3 clusters Score -8064920 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 63063 members 
Entering Unmasked Estep 
Score: -8065055.000000 Penalty: 5488.424316
	Iteration 14Q: 3 clusters Score -8065055 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 63162 members 
Entering Unmasked Estep 
Score: -8065139.000000 Penalty: 5488.424316
	Iteration 15Q: 3 clusters Score -8065139 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 63208 members 
Entering Unmasked Estep 
Score: -8065161.500000 Penalty: 5488.424316
	Iteration 16Q: 3 clusters Score -8065162 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 63240 members 
Entering Unmasked Estep 
Score: -8065190.000000 Penalty: 5488.424316
	Iteration 17Q: 3 clusters Score -8065190 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 63261 members 
Entering Unmasked Estep 
Score: -8065208.500000 Penalty: 5488.424316
	Iteration 18Q: 3 clusters Score -8065208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 63274 members 
Entering Unmasked Estep 
Score: -8065229.500000 Penalty: 5488.424316
	Iteration 19Q: 3 clusters Score -8065230 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 63291 members 
Entering Unmasked Estep 
Score: -8065244.000000 Penalty: 5488.424316
	Iteration 20F: 3 clusters Score -8065244 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 63311 members 
Entering Unmasked Estep 
Score: -8065265.500000 Penalty: 5488.424316
	Iteration 21Q: 3 clusters Score -8065266 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 63327 members 
Entering Unmasked Estep 
Score: -8065290.000000 Penalty: 5488.424316
	Iteration 22Q: 3 clusters Score -8065290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 63339 members 
Entering Unmasked Estep 
Score: -8065306.500000 Penalty: 5488.424316
	Iteration 23Q: 3 clusters Score -8065306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 63346 members 
Entering Unmasked Estep 
Score: -8065311.000000 Penalty: 5488.424316
	Iteration 24Q: 3 clusters Score -8065311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 63347 members 
Entering Unmasked Estep 
Score: -8065322.500000 Penalty: 5488.424316
	Iteration 25Q: 3 clusters Score -8065322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 63353 members 
Entering Unmasked Estep 
Score: -8065332.500000 Penalty: 5488.424316
	Iteration 26Q: 3 clusters Score -8065332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 63356 members 
Entering Unmasked Estep 
Score: -8065328.500000 Penalty: 5488.424316
	Iteration 27Q: 3 clusters Score -8065328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 63361 members 
Entering Unmasked Estep 
Score: -8065330.500000 Penalty: 5488.424316
	Iteration 28Q: 3 clusters Score -8065330 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 63364 members 
Entering Unmasked Estep 
Score: -8065337.000000 Penalty: 5488.424316
	Iteration 29Q: 3 clusters Score -8065337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 63367 members 
Entering Unmasked Estep 
Score: -8065341.000000 Penalty: 5488.424316
	Iteration 30Q: 3 clusters Score -8065341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 63370 members 
Entering Unmasked Estep 
Score: -8065338.000000 Penalty: 5488.424316
	Iteration 31Q: 3 clusters Score -8065338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 63372 members 
Entering Unmasked Estep 
Score: -8065332.000000 Penalty: 5488.424316
	Iteration 32Q: 3 clusters Score -8065332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 63372 members 
Entering Unmasked Estep 
Score: -8065332.000000 Penalty: 5488.424316
	Iteration 33F: 3 clusters Score -8065332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Entering Unmasked Estep 
Score: -303821.000000 Penalty: 1937.770630
	Iteration 0F: 2 clusters Score -303821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -300905.250000 Penalty: 3875.541260
	Iteration 0F: 3 clusters Score -300905.2 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -301473.281250 Penalty: 3875.541260
	Iteration 1F: 3 clusters Score -301473.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -301623.906250 Penalty: 3875.541260
	Iteration 2F: 3 clusters Score -301623.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -301705.968750 Penalty: 3875.541260
	Iteration 3Q: 3 clusters Score -301706 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -301770.343750 Penalty: 3875.541260
	Iteration 4Q: 3 clusters Score -301770.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -301818.906250 Penalty: 3875.541260
	Iteration 5Q: 3 clusters Score -301818.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -301869.593750 Penalty: 3875.541260
	Iteration 6Q: 3 clusters Score -301869.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -301903.531250 Penalty: 3875.541260
	Iteration 7Q: 3 clusters Score -301903.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -301927.625000 Penalty: 3875.541260
	Iteration 8Q: 3 clusters Score -301927.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -301952.343750 Penalty: 3875.541260
	Iteration 9Q: 3 clusters Score -301952.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -301973.625000 Penalty: 3875.541260
	Iteration 10Q: 3 clusters Score -301973.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -302000.968750 Penalty: 3875.541260
	Iteration 11Q: 3 clusters Score -302001 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -302026.906250 Penalty: 3875.541260
	Iteration 12Q: 3 clusters Score -302026.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -302046.312500 Penalty: 3875.541260
	Iteration 13Q: 3 clusters Score -302046.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -302064.531250 Penalty: 3875.541260
	Iteration 14Q: 3 clusters Score -302064.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -302075.968750 Penalty: 3875.541260
	Iteration 15Q: 3 clusters Score -302076 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -302086.406250 Penalty: 3875.541260
	Iteration 16Q: 3 clusters Score -302086.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -302092.031250 Penalty: 3875.541260
	Iteration 17Q: 3 clusters Score -302092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -302095.468750 Penalty: 3875.541260
	Iteration 18Q: 3 clusters Score -302095.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -302097.625000 Penalty: 3875.541260
	Iteration 19Q: 3 clusters Score -302097.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -302099.843750 Penalty: 3875.541260
	Iteration 20F: 3 clusters Score -302099.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -302100.500000 Penalty: 3875.541260
	Iteration 21Q: 3 clusters Score -302100.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -302100.531250 Penalty: 3875.541260
	Iteration 22Q: 3 clusters Score -302100.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -302101.343750 Penalty: 3875.541260
	Iteration 23Q: 3 clusters Score -302101.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -302101.343750 Penalty: 3875.541260
	Iteration 24F: 3 clusters Score -302101.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (97139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97139 members 
Entering Unmasked Estep 
Score: -12146051.000000 Penalty: 2848.006836
	Iteration 0F: 2 clusters Score -1.214605e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48655 members 
Mstep: Class 2 contains 48484 members 
Entering Unmasked Estep 
Score: -12081276.000000 Penalty: 5696.013672
	Iteration 0F: 3 clusters Score -1.208128e+07 nChanged 45826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49817 members 
Mstep: Class 2 contains 47322 members 
Entering Unmasked Estep 
Score: -12108601.000000 Penalty: 5696.013672
	Iteration 1F: 3 clusters Score -1.21086e+07 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51072 members 
Mstep: Class 2 contains 46067 members 
Entering Unmasked Estep 
Score: -12111847.000000 Penalty: 5696.013672
	Iteration 2Q: 3 clusters Score -1.211185e+07 nChanged 6544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54086 members 
Mstep: Class 2 contains 43053 members 
Entering Unmasked Estep 
Score: -12116419.000000 Penalty: 5696.013672
	Iteration 3F: 3 clusters Score -1.211642e+07 nChanged 8546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59222 members 
Mstep: Class 2 contains 37917 members 
Entering Unmasked Estep 
Score: -12123719.000000 Penalty: 5696.013672
	Iteration 4F: 3 clusters Score -1.212372e+07 nChanged 9982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66242 members 
Mstep: Class 2 contains 30897 members 
Entering Unmasked Estep 
Score: -12134134.000000 Penalty: 5696.013672
	Iteration 5F: 3 clusters Score -1.213413e+07 nChanged 9236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73014 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -12143996.000000 Penalty: 5696.013672
	Iteration 6F: 3 clusters Score -1.2144e+07 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77562 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -12150265.000000 Penalty: 5696.013672
	Iteration 7F: 3 clusters Score -1.215026e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80211 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -12153603.000000 Penalty: 5696.013672
	Iteration 8Q: 3 clusters Score -1.21536e+07 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82036 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -12154883.000000 Penalty: 5696.013672
	Iteration 9Q: 3 clusters Score -1.215488e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83361 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -12155493.000000 Penalty: 5696.013672
	Iteration 10Q: 3 clusters Score -1.215549e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84329 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -12155913.000000 Penalty: 5696.013672
	Iteration 11Q: 3 clusters Score -1.215591e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85022 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -12156139.000000 Penalty: 5696.013672
	Iteration 12Q: 3 clusters Score -1.215614e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85562 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -12156320.000000 Penalty: 5696.013672
	Iteration 13Q: 3 clusters Score -1.215632e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85957 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -12156419.000000 Penalty: 5696.013672
	Iteration 14Q: 3 clusters Score -1.215642e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86262 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -12156488.000000 Penalty: 5696.013672
	Iteration 15Q: 3 clusters Score -1.215649e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86489 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -12156486.000000 Penalty: 5696.013672
	Iteration 16Q: 3 clusters Score -1.215649e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86674 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -12156506.000000 Penalty: 5696.013672
	Iteration 17Q: 3 clusters Score -1.215651e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86814 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -12156479.000000 Penalty: 5696.013672
	Iteration 18Q: 3 clusters Score -1.215648e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86939 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -12156494.000000 Penalty: 5696.013672
	Iteration 19Q: 3 clusters Score -1.215649e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87049 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -12156530.000000 Penalty: 5696.013672
	Iteration 20F: 3 clusters Score -1.215653e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87139 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -12156523.000000 Penalty: 5696.013672
	Iteration 21Q: 3 clusters Score -1.215652e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87186 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -12156516.000000 Penalty: 5696.013672
	Iteration 22Q: 3 clusters Score -1.215652e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87224 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -12156544.000000 Penalty: 5696.013672
	Iteration 23Q: 3 clusters Score -1.215654e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87258 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -12156547.000000 Penalty: 5696.013672
	Iteration 24Q: 3 clusters Score -1.215655e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87287 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -12156531.000000 Penalty: 5696.013672
	Iteration 25Q: 3 clusters Score -1.215653e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87305 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -12156548.000000 Penalty: 5696.013672
	Iteration 26Q: 3 clusters Score -1.215655e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87326 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -12156558.000000 Penalty: 5696.013672
	Iteration 27Q: 3 clusters Score -1.215656e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87341 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -12156554.000000 Penalty: 5696.013672
	Iteration 28Q: 3 clusters Score -1.215655e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87353 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -12156543.000000 Penalty: 5696.013672
	Iteration 29Q: 3 clusters Score -1.215654e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87360 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -12156542.000000 Penalty: 5696.013672
	Iteration 30Q: 3 clusters Score -1.215654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87363 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -12156541.000000 Penalty: 5696.013672
	Iteration 31Q: 3 clusters Score -1.215654e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87370 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -12156535.000000 Penalty: 5696.013672
	Iteration 32Q: 3 clusters Score -1.215654e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87375 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -12156539.000000 Penalty: 5696.013672
	Iteration 33Q: 3 clusters Score -1.215654e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87381 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -12156540.000000 Penalty: 5696.013672
	Iteration 34Q: 3 clusters Score -1.215654e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87387 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -12156539.000000 Penalty: 5696.013672
	Iteration 35Q: 3 clusters Score -1.215654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87392 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -12156539.000000 Penalty: 5696.013672
	Iteration 36Q: 3 clusters Score -1.215654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87397 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -12156541.000000 Penalty: 5696.013672
	Iteration 37Q: 3 clusters Score -1.215654e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87403 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -12156536.000000 Penalty: 5696.013672
	Iteration 38Q: 3 clusters Score -1.215654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87407 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -12156552.000000 Penalty: 5696.013672
	Iteration 39Q: 3 clusters Score -1.215655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87408 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -12156552.000000 Penalty: 5696.013672
	Iteration 40F: 3 clusters Score -1.215655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 6158 members 
Mstep: Class 3 contains 1444 members 
Mstep: Class 4 contains 3604 members 
Mstep: Class 5 contains 55348 members 
Mstep: Class 6 contains 312610 members 
Mstep: Class 7 contains 1904 members 
Mstep: Class 8 contains 18687 members 
Mstep: Class 9 contains 2995 members 
Mstep: Class 10 contains 9731 members 
Mstep: Class 11 contains 22456 members 
Mstep: Class 14 contains 192960 members 
Mstep: Class 15 contains 63919 members 
Mstep: Class 16 contains 2474 members 
Mstep: Class 17 contains 87408 members 
Mstep: Class 19 contains 37324 members 
Mstep: Class 20 contains 3177 members 
Mstep: Class 21 contains 13863 members 
Mstep: Class 22 contains 1877 members 
Mstep: Class 23 contains 2720 members 
Entering Unmasked Estep 
Score: -104704768.000000 Penalty: 67761.929688
Splitting cluster 17 changes total score from -104691896.000000 to -104704768.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 19 (37324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37324 members 
Entering Unmasked Estep 
Score: -4674774.500000 Penalty: 2610.792969
	Iteration 0F: 2 clusters Score -4674774 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 18547 members 
Entering Unmasked Estep 
Score: -4649410.500000 Penalty: 5221.585938
	Iteration 0F: 3 clusters Score -4649410 nChanged 17040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -4658831.000000 Penalty: 5221.585938
	Iteration 1F: 3 clusters Score -4658831 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -4659435.500000 Penalty: 5221.585938
	Iteration 2Q: 3 clusters Score -4659436 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -4660066.000000 Penalty: 5221.585938
	Iteration 3Q: 3 clusters Score -4660066 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -4660858.000000 Penalty: 5221.585938
	Iteration 4Q: 3 clusters Score -4660858 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -4661786.500000 Penalty: 5221.585938
	Iteration 5Q: 3 clusters Score -4661786 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -4662961.000000 Penalty: 5221.585938
	Iteration 6F: 3 clusters Score -4662961 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -4664431.500000 Penalty: 5221.585938
	Iteration 7F: 3 clusters Score -4664432 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -4666119.000000 Penalty: 5221.585938
	Iteration 8F: 3 clusters Score -4666119 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -4667930.000000 Penalty: 5221.585938
	Iteration 9F: 3 clusters Score -4667930 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -4669568.000000 Penalty: 5221.585938
	Iteration 10F: 3 clusters Score -4669568 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35008 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -4670754.000000 Penalty: 5221.585938
	Iteration 11Q: 3 clusters Score -4670754 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35966 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -4671569.000000 Penalty: 5221.585938
	Iteration 12Q: 3 clusters Score -4671569 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -4672020.500000 Penalty: 5221.585938
	Iteration 13Q: 3 clusters Score -4672020 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36701 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -4672250.500000 Penalty: 5221.585938
	Iteration 14Q: 3 clusters Score -4672250 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36835 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4672373.500000 Penalty: 5221.585938
	Iteration 15Q: 3 clusters Score -4672374 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -4672438.500000 Penalty: 5221.585938
	Iteration 16Q: 3 clusters Score -4672438 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36936 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4672491.000000 Penalty: 5221.585938
	Iteration 17Q: 3 clusters Score -4672491 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36953 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4672516.000000 Penalty: 5221.585938
	Iteration 18Q: 3 clusters Score -4672516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36969 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4672547.000000 Penalty: 5221.585938
	Iteration 19Q: 3 clusters Score -4672547 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36974 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4672560.000000 Penalty: 5221.585938
	Iteration 20F: 3 clusters Score -4672560 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36975 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4672573.000000 Penalty: 5221.585938
	Iteration 21Q: 3 clusters Score -4672573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36980 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -4672573.500000 Penalty: 5221.585938
	Iteration 22Q: 3 clusters Score -4672574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36983 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4672578.500000 Penalty: 5221.585938
	Iteration 23Q: 3 clusters Score -4672578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36986 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4672585.500000 Penalty: 5221.585938
	Iteration 24Q: 3 clusters Score -4672586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4672590.000000 Penalty: 5221.585938
	Iteration 25Q: 3 clusters Score -4672590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -4672587.500000 Penalty: 5221.585938
	Iteration 26Q: 3 clusters Score -4672588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36993 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4672590.000000 Penalty: 5221.585938
	Iteration 27Q: 3 clusters Score -4672590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36993 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4672591.500000 Penalty: 5221.585938
	Iteration 28Q: 3 clusters Score -4672592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4672591.000000 Penalty: 5221.585938
	Iteration 29Q: 3 clusters Score -4672591 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4672591.000000 Penalty: 5221.585938
	Iteration 30F: 3 clusters Score -4672591 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Entering Unmasked Estep 
Score: -385021.281250 Penalty: 1999.795898
	Iteration 0F: 2 clusters Score -385021.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -381710.093750 Penalty: 3999.591797
	Iteration 0F: 3 clusters Score -381710.1 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -382442.875000 Penalty: 3999.591797
	Iteration 1F: 3 clusters Score -382442.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -382636.093750 Penalty: 3999.591797
	Iteration 2F: 3 clusters Score -382636.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -382756.406250 Penalty: 3999.591797
	Iteration 3F: 3 clusters Score -382756.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -382857.750000 Penalty: 3999.591797
	Iteration 4Q: 3 clusters Score -382857.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -382925.031250 Penalty: 3999.591797
	Iteration 5Q: 3 clusters Score -382925 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -382991.406250 Penalty: 3999.591797
	Iteration 6Q: 3 clusters Score -382991.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -383067.875000 Penalty: 3999.591797
	Iteration 7Q: 3 clusters Score -383067.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -383131.656250 Penalty: 3999.591797
	Iteration 8Q: 3 clusters Score -383131.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -383210.468750 Penalty: 3999.591797
	Iteration 9Q: 3 clusters Score -383210.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -383312.250000 Penalty: 3999.591797
	Iteration 10Q: 3 clusters Score -383312.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -383441.750000 Penalty: 3999.591797
	Iteration 11Q: 3 clusters Score -383441.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -383554.875000 Penalty: 3999.591797
	Iteration 12Q: 3 clusters Score -383554.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -383632.343750 Penalty: 3999.591797
	Iteration 13Q: 3 clusters Score -383632.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -383680.531250 Penalty: 3999.591797
	Iteration 14Q: 3 clusters Score -383680.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -383710.843750 Penalty: 3999.591797
	Iteration 15Q: 3 clusters Score -383710.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -383738.906250 Penalty: 3999.591797
	Iteration 16Q: 3 clusters Score -383738.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -383770.062500 Penalty: 3999.591797
	Iteration 17Q: 3 clusters Score -383770.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -383792.531250 Penalty: 3999.591797
	Iteration 18Q: 3 clusters Score -383792.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -383812.437500 Penalty: 3999.591797
	Iteration 19Q: 3 clusters Score -383812.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -383832.968750 Penalty: 3999.591797
	Iteration 20F: 3 clusters Score -383833 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -383845.281250 Penalty: 3999.591797
	Iteration 21Q: 3 clusters Score -383845.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -383853.406250 Penalty: 3999.591797
	Iteration 22Q: 3 clusters Score -383853.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -383858.843750 Penalty: 3999.591797
	Iteration 23Q: 3 clusters Score -383858.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -383863.468750 Penalty: 3999.591797
	Iteration 24Q: 3 clusters Score -383863.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -383865.562500 Penalty: 3999.591797
	Iteration 25Q: 3 clusters Score -383865.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -383868.343750 Penalty: 3999.591797
	Iteration 26Q: 3 clusters Score -383868.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -383870.968750 Penalty: 3999.591797
	Iteration 27Q: 3 clusters Score -383871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -383873.437500 Penalty: 3999.591797
	Iteration 28Q: 3 clusters Score -383873.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -383876.156250 Penalty: 3999.591797
	Iteration 29Q: 3 clusters Score -383876.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -383879.968750 Penalty: 3999.591797
	Iteration 30Q: 3 clusters Score -383880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -383883.812500 Penalty: 3999.591797
	Iteration 31Q: 3 clusters Score -383883.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -383887.781250 Penalty: 3999.591797
	Iteration 32Q: 3 clusters Score -383887.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -383890.718750 Penalty: 3999.591797
	Iteration 33Q: 3 clusters Score -383890.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -383896.250000 Penalty: 3999.591797
	Iteration 34Q: 3 clusters Score -383896.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -383899.687500 Penalty: 3999.591797
	Iteration 35Q: 3 clusters Score -383899.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -383904.531250 Penalty: 3999.591797
	Iteration 36Q: 3 clusters Score -383904.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -383915.156250 Penalty: 3999.591797
	Iteration 37Q: 3 clusters Score -383915.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -383932.187500 Penalty: 3999.591797
	Iteration 38Q: 3 clusters Score -383932.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -383944.625000 Penalty: 3999.591797
	Iteration 39Q: 3 clusters Score -383944.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -383956.250000 Penalty: 3999.591797
	Iteration 40F: 3 clusters Score -383956.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -383971.875000 Penalty: 3999.591797
	Iteration 41Q: 3 clusters Score -383971.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -383988.750000 Penalty: 3999.591797
	Iteration 42Q: 3 clusters Score -383988.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -383998.593750 Penalty: 3999.591797
	Iteration 43Q: 3 clusters Score -383998.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -384006.718750 Penalty: 3999.591797
	Iteration 44Q: 3 clusters Score -384006.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -384010.593750 Penalty: 3999.591797
	Iteration 45Q: 3 clusters Score -384010.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -384013.968750 Penalty: 3999.591797
	Iteration 46Q: 3 clusters Score -384014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -384016.875000 Penalty: 3999.591797
	Iteration 47Q: 3 clusters Score -384016.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -384016.968750 Penalty: 3999.591797
	Iteration 48Q: 3 clusters Score -384017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -384018.187500 Penalty: 3999.591797
	Iteration 49Q: 3 clusters Score -384018.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -384018.187500 Penalty: 3999.591797
	Iteration 50F: 3 clusters Score -384018.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Entering Unmasked Estep 
Score: -1727863.375000 Penalty: 2365.170654
	Iteration 0F: 2 clusters Score -1727863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1717802.000000 Penalty: 4730.341309
	Iteration 0F: 3 clusters Score -1717802 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1720983.000000 Penalty: 4730.341309
	Iteration 1F: 3 clusters Score -1720983 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1721468.500000 Penalty: 4730.341309
	Iteration 2F: 3 clusters Score -1721468 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1721842.125000 Penalty: 4730.341309
	Iteration 3F: 3 clusters Score -1721842 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1722140.250000 Penalty: 4730.341309
	Iteration 4Q: 3 clusters Score -1722140 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1722422.500000 Penalty: 4730.341309
	Iteration 5Q: 3 clusters Score -1722422 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1722668.125000 Penalty: 4730.341309
	Iteration 6Q: 3 clusters Score -1722668 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1722918.375000 Penalty: 4730.341309
	Iteration 7Q: 3 clusters Score -1722918 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1723226.750000 Penalty: 4730.341309
	Iteration 8Q: 3 clusters Score -1723227 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1723568.125000 Penalty: 4730.341309
	Iteration 9Q: 3 clusters Score -1723568 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1723930.500000 Penalty: 4730.341309
	Iteration 10Q: 3 clusters Score -1723930 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1724289.000000 Penalty: 4730.341309
	Iteration 11Q: 3 clusters Score -1724289 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 9972 members 
Entering Unmasked Estep 
Score: -1724596.125000 Penalty: 4730.341309
	Iteration 12Q: 3 clusters Score -1724596 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -1724835.000000 Penalty: 4730.341309
	Iteration 13Q: 3 clusters Score -1724835 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1724990.125000 Penalty: 4730.341309
	Iteration 14Q: 3 clusters Score -1724990 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1725124.125000 Penalty: 4730.341309
	Iteration 15Q: 3 clusters Score -1725124 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -1725230.125000 Penalty: 4730.341309
	Iteration 16Q: 3 clusters Score -1725230 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1725322.250000 Penalty: 4730.341309
	Iteration 17Q: 3 clusters Score -1725322 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -1725415.375000 Penalty: 4730.341309
	Iteration 18Q: 3 clusters Score -1725415 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1725490.750000 Penalty: 4730.341309
	Iteration 19Q: 3 clusters Score -1725491 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 11507 members 
Entering Unmasked Estep 
Score: -1725547.250000 Penalty: 4730.341309
	Iteration 20F: 3 clusters Score -1725547 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -1725604.500000 Penalty: 4730.341309
	Iteration 21Q: 3 clusters Score -1725604 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -1725666.375000 Penalty: 4730.341309
	Iteration 22Q: 3 clusters Score -1725666 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1725730.625000 Penalty: 4730.341309
	Iteration 23Q: 3 clusters Score -1725731 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1725775.875000 Penalty: 4730.341309
	Iteration 24Q: 3 clusters Score -1725776 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1725823.375000 Penalty: 4730.341309
	Iteration 25Q: 3 clusters Score -1725823 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -1725870.125000 Penalty: 4730.341309
	Iteration 26Q: 3 clusters Score -1725870 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1725903.500000 Penalty: 4730.341309
	Iteration 27Q: 3 clusters Score -1725904 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 12314 members 
Entering Unmasked Estep 
Score: -1725940.750000 Penalty: 4730.341309
	Iteration 28Q: 3 clusters Score -1725941 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -1725970.250000 Penalty: 4730.341309
	Iteration 29Q: 3 clusters Score -1725970 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1726004.375000 Penalty: 4730.341309
	Iteration 30Q: 3 clusters Score -1726004 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -1726027.625000 Penalty: 4730.341309
	Iteration 31Q: 3 clusters Score -1726028 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1726050.625000 Penalty: 4730.341309
	Iteration 32Q: 3 clusters Score -1726051 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -1726073.000000 Penalty: 4730.341309
	Iteration 33Q: 3 clusters Score -1726073 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1726091.375000 Penalty: 4730.341309
	Iteration 34Q: 3 clusters Score -1726091 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -1726114.000000 Penalty: 4730.341309
	Iteration 35Q: 3 clusters Score -1726114 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -1726125.875000 Penalty: 4730.341309
	Iteration 36Q: 3 clusters Score -1726126 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -1726141.000000 Penalty: 4730.341309
	Iteration 37Q: 3 clusters Score -1726141 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -1726151.000000 Penalty: 4730.341309
	Iteration 38Q: 3 clusters Score -1726151 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -1726159.125000 Penalty: 4730.341309
	Iteration 39Q: 3 clusters Score -1726159 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1726167.250000 Penalty: 4730.341309
	Iteration 40F: 3 clusters Score -1726167 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -1726173.875000 Penalty: 4730.341309
	Iteration 41Q: 3 clusters Score -1726174 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1726177.375000 Penalty: 4730.341309
	Iteration 42Q: 3 clusters Score -1726177 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -1726184.250000 Penalty: 4730.341309
	Iteration 43Q: 3 clusters Score -1726184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -1726190.125000 Penalty: 4730.341309
	Iteration 44Q: 3 clusters Score -1726190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -1726193.875000 Penalty: 4730.341309
	Iteration 45Q: 3 clusters Score -1726194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -1726200.000000 Penalty: 4730.341309
	Iteration 46Q: 3 clusters Score -1726200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -1726203.000000 Penalty: 4730.341309
	Iteration 47Q: 3 clusters Score -1726203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1726205.125000 Penalty: 4730.341309
	Iteration 48Q: 3 clusters Score -1726205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -1726206.000000 Penalty: 4730.341309
	Iteration 49Q: 3 clusters Score -1726206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -1726206.250000 Penalty: 4730.341309
	Iteration 50Q: 3 clusters Score -1726206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 12930 members 
Entering Unmasked Estep 
Score: -1726207.250000 Penalty: 4730.341309
	Iteration 51Q: 3 clusters Score -1726207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -1726210.875000 Penalty: 4730.341309
	Iteration 52Q: 3 clusters Score -1726211 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1726215.125000 Penalty: 4730.341309
	Iteration 53Q: 3 clusters Score -1726215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -1726217.875000 Penalty: 4730.341309
	Iteration 54Q: 3 clusters Score -1726218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -1726221.625000 Penalty: 4730.341309
	Iteration 55Q: 3 clusters Score -1726222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -1726227.375000 Penalty: 4730.341309
	Iteration 56Q: 3 clusters Score -1726227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -1726226.625000 Penalty: 4730.341309
	Iteration 57Q: 3 clusters Score -1726227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1726227.625000 Penalty: 4730.341309
	Iteration 58Q: 3 clusters Score -1726228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -1726226.500000 Penalty: 4730.341309
	Iteration 59Q: 3 clusters Score -1726226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -1726226.750000 Penalty: 4730.341309
	Iteration 60F: 3 clusters Score -1726227 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -1726228.000000 Penalty: 4730.341309
	Iteration 61Q: 3 clusters Score -1726228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -1726228.750000 Penalty: 4730.341309
	Iteration 62Q: 3 clusters Score -1726229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1726229.125000 Penalty: 4730.341309
	Iteration 63Q: 3 clusters Score -1726229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -1726229.500000 Penalty: 4730.341309
	Iteration 64Q: 3 clusters Score -1726230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -1726232.250000 Penalty: 4730.341309
	Iteration 65Q: 3 clusters Score -1726232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -1726228.000000 Penalty: 4730.341309
	Iteration 66Q: 3 clusters Score -1726228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1726231.500000 Penalty: 4730.341309
	Iteration 67Q: 3 clusters Score -1726232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -1726232.375000 Penalty: 4730.341309
	Iteration 68Q: 3 clusters Score -1726232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -1726235.625000 Penalty: 4730.341309
	Iteration 69Q: 3 clusters Score -1726236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1726235.250000 Penalty: 4730.341309
	Iteration 70Q: 3 clusters Score -1726235 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -1726236.750000 Penalty: 4730.341309
	Iteration 71Q: 3 clusters Score -1726237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -1726237.000000 Penalty: 4730.341309
	Iteration 72Q: 3 clusters Score -1726237 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -1726238.500000 Penalty: 4730.341309
	Iteration 73Q: 3 clusters Score -1726238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -1726238.500000 Penalty: 4730.341309
	Iteration 74F: 3 clusters Score -1726238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (1877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Entering Unmasked Estep 
Score: -229563.375000 Penalty: 1869.282593
	Iteration 0F: 2 clusters Score -229563.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -227017.515625 Penalty: 3738.565186
	Iteration 0F: 3 clusters Score -227017.5 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -227462.734375 Penalty: 3738.565186
	Iteration 1F: 3 clusters Score -227462.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -227573.937500 Penalty: 3738.565186
	Iteration 2F: 3 clusters Score -227573.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -227640.187500 Penalty: 3738.565186
	Iteration 3Q: 3 clusters Score -227640.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -227675.125000 Penalty: 3738.565186
	Iteration 4Q: 3 clusters Score -227675.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -227708.390625 Penalty: 3738.565186
	Iteration 5Q: 3 clusters Score -227708.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -227728.546875 Penalty: 3738.565186
	Iteration 6Q: 3 clusters Score -227728.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -227746.218750 Penalty: 3738.565186
	Iteration 7Q: 3 clusters Score -227746.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -227758.281250 Penalty: 3738.565186
	Iteration 8Q: 3 clusters Score -227758.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -227765.937500 Penalty: 3738.565186
	Iteration 9Q: 3 clusters Score -227765.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -227771.406250 Penalty: 3738.565186
	Iteration 10Q: 3 clusters Score -227771.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -227775.343750 Penalty: 3738.565186
	Iteration 11Q: 3 clusters Score -227775.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -227778.765625 Penalty: 3738.565186
	Iteration 12Q: 3 clusters Score -227778.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -227781.484375 Penalty: 3738.565186
	Iteration 13Q: 3 clusters Score -227781.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -227783.406250 Penalty: 3738.565186
	Iteration 14Q: 3 clusters Score -227783.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -227784.500000 Penalty: 3738.565186
	Iteration 15Q: 3 clusters Score -227784.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -227785.828125 Penalty: 3738.565186
	Iteration 16Q: 3 clusters Score -227785.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -227787.031250 Penalty: 3738.565186
	Iteration 17Q: 3 clusters Score -227787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -227787.687500 Penalty: 3738.565186
	Iteration 18Q: 3 clusters Score -227787.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -227790.046875 Penalty: 3738.565186
	Iteration 19Q: 3 clusters Score -227790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -227791.468750 Penalty: 3738.565186
	Iteration 20F: 3 clusters Score -227791.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Entering Unmasked Estep 
Score: -290301.531250 Penalty: 1961.280029
	Iteration 0F: 2 clusters Score -290301.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -287462.937500 Penalty: 3922.560059
	Iteration 0F: 3 clusters Score -287462.9 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -290576.375000 Penalty: 3922.560059
	Iteration 1F: 3 clusters Score -290576.4 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -294876.937500 Penalty: 3922.560059
	Iteration 2F: 3 clusters Score -294876.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -297991.125000 Penalty: 3922.560059
	Iteration 3F: 3 clusters Score -297991.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -300092.781250 Penalty: 3922.560059
	Iteration 4F: 3 clusters Score -300092.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -300947.250000 Penalty: 3922.560059
	Iteration 5Q: 3 clusters Score -300947.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -301317.531250 Penalty: 3922.560059
	Iteration 6Q: 3 clusters Score -301317.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -301420.812500 Penalty: 3922.560059
	Iteration 7Q: 3 clusters Score -301420.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -301593.812500 Penalty: 3922.560059
	Iteration 8Q: 3 clusters Score -301593.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -301667.687500 Penalty: 3922.560059
	Iteration 9Q: 3 clusters Score -301667.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -301668.937500 Penalty: 3922.560059
	Iteration 10Q: 3 clusters Score -301668.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -301668.937500 Penalty: 3922.560059
	Iteration 11F: 3 clusters Score -301668.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 6158 members 
Mstep: Class 3 contains 1444 members 
Mstep: Class 4 contains 3604 members 
Mstep: Class 5 contains 55348 members 
Mstep: Class 6 contains 312610 members 
Mstep: Class 7 contains 1904 members 
Mstep: Class 8 contains 18687 members 
Mstep: Class 9 contains 2995 members 
Mstep: Class 10 contains 9731 members 
Mstep: Class 11 contains 22456 members 
Mstep: Class 12 contains 1389 members 
Mstep: Class 14 contains 192960 members 
Mstep: Class 15 contains 63919 members 
Mstep: Class 16 contains 2474 members 
Mstep: Class 17 contains 87408 members 
Mstep: Class 19 contains 37324 members 
Mstep: Class 20 contains 3177 members 
Mstep: Class 21 contains 13863 members 
Mstep: Class 22 contains 1877 members 
Mstep: Class 23 contains 1331 members 
Entering Unmasked Estep 
Score: -104714480.000000 Penalty: 71150.023438
Splitting cluster 23 changes total score from -104691896.000000 to -104714480.000000
So it's getting split into cluster 12.
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 6158 members 
Mstep: Class 3 contains 1444 members 
Mstep: Class 4 contains 3604 members 
Mstep: Class 6 contains 312610 members 
Mstep: Class 8 contains 18687 members 
Mstep: Class 9 contains 2995 members 
Mstep: Class 11 contains 22456 members 
Mstep: Class 14 contains 192960 members 
Mstep: Class 15 contains 63919 members 
Mstep: Class 16 contains 2474 members 
Mstep: Class 17 contains 87408 members 
Mstep: Class 19 contains 37324 members 
Mstep: Class 20 contains 3177 members 
Mstep: Class 21 contains 13863 members 
Mstep: Class 22 contains 1877 members 
Mstep: Class 23 contains 1331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104717368.000000 Penalty: 71150.023438
Iteration 39Q: 22 clusters Score -1.047174e+08 nChanged 10935
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 6341 members 
Mstep: Class 3 contains 1447 members 
Mstep: Class 4 contains 3599 members 
Mstep: Class 5 contains 54988 members 
Mstep: Class 6 contains 312174 members 
Mstep: Class 7 contains 1966 members 
Mstep: Class 8 contains 18583 members 
Mstep: Class 9 contains 3073 members 
Mstep: Class 10 contains 9685 members 
Mstep: Class 11 contains 22175 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 14 contains 190471 members 
Mstep: Class 15 contains 63882 members 
Mstep: Class 16 contains 2466 members 
Mstep: Class 17 contains 90474 members 
Mstep: Class 19 contains 37095 members 
Mstep: Class 20 contains 3132 members 
Mstep: Class 21 contains 13998 members 
Mstep: Class 22 contains 2022 members 
Mstep: Class 23 contains 1633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104720824.000000 Penalty: 71150.023438
Iteration 40F: 22 clusters Score -1.047208e+08 nChanged 9178
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 6593 members 
Mstep: Class 3 contains 1444 members 
Mstep: Class 4 contains 3618 members 
Mstep: Class 5 contains 56095 members 
Mstep: Class 6 contains 310971 members 
Mstep: Class 7 contains 2239 members 
Mstep: Class 8 contains 18532 members 
Mstep: Class 9 contains 3222 members 
Mstep: Class 10 contains 9838 members 
Mstep: Class 11 contains 22024 members 
Mstep: Class 12 contains 1383 members 
Mstep: Class 14 contains 188157 members 
Mstep: Class 15 contains 63849 members 
Mstep: Class 16 contains 2464 members 
Mstep: Class 17 contains 91893 members 
Mstep: Class 19 contains 36925 members 
Mstep: Class 20 contains 3102 members 
Mstep: Class 21 contains 14079 members 
Mstep: Class 22 contains 2157 members 
Mstep: Class 23 contains 1832 members 
Entering Unmasked Estep 
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Score: -104723664.000000 Penalty: 71150.023438
Iteration 41Q: 22 clusters Score -1.047237e+08 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 6827 members 
Mstep: Class 3 contains 1442 members 
Mstep: Class 4 contains 3698 members 
Mstep: Class 5 contains 56726 members 
Mstep: Class 6 contains 310848 members 
Mstep: Class 7 contains 2464 members 
Mstep: Class 8 contains 18509 members 
Mstep: Class 9 contains 3342 members 
Mstep: Class 10 contains 10039 members 
Mstep: Class 11 contains 21927 members 
Mstep: Class 12 contains 1383 members 
Mstep: Class 14 contains 185924 members 
Mstep: Class 15 contains 63765 members 
Mstep: Class 16 contains 2459 members 
Mstep: Class 17 contains 92790 members 
Mstep: Class 19 contains 36748 members 
Mstep: Class 20 contains 3059 members 
Mstep: Class 21 contains 14152 members 
Mstep: Class 22 contains 2245 members 
Mstep: Class 23 contains 1961 members 
Entering Unmasked Estep 
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Score: -104725072.000000 Penalty: 71150.023438
Iteration 42Q: 22 clusters Score -1.047251e+08 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 7021 members 
Mstep: Class 3 contains 1440 members 
Mstep: Class 4 contains 3805 members 
Mstep: Class 5 contains 57147 members 
Mstep: Class 6 contains 310947 members 
Mstep: Class 7 contains 2651 members 
Mstep: Class 8 contains 18525 members 
Mstep: Class 9 contains 3439 members 
Mstep: Class 10 contains 10236 members 
Mstep: Class 11 contains 21892 members 
Mstep: Class 12 contains 1383 members 
Mstep: Class 14 contains 183976 members 
Mstep: Class 15 contains 63648 members 
Mstep: Class 16 contains 2450 members 
Mstep: Class 17 contains 93514 members 
Mstep: Class 19 contains 36581 members 
Mstep: Class 20 contains 3014 members 
Mstep: Class 21 contains 14207 members 
Mstep: Class 22 contains 2322 members 
Mstep: Class 23 contains 2050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104726168.000000 Penalty: 71150.023438
Iteration 43Q: 22 clusters Score -1.047262e+08 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 7233 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 3906 members 
Mstep: Class 5 contains 57479 members 
Mstep: Class 6 contains 311019 members 
Mstep: Class 7 contains 2814 members 
Mstep: Class 8 contains 18531 members 
Mstep: Class 9 contains 3532 members 
Mstep: Class 10 contains 10420 members 
Mstep: Class 11 contains 21852 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 14 contains 182398 members 
Mstep: Class 15 contains 63515 members 
Mstep: Class 16 contains 2443 members 
Mstep: Class 17 contains 94110 members 
Mstep: Class 19 contains 36428 members 
Mstep: Class 20 contains 2972 members 
Mstep: Class 21 contains 14259 members 
Mstep: Class 22 contains 2374 members 
Mstep: Class 23 contains 2114 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 44Q: 22 clusters Score -1.04727e+08 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 7454 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 4004 members 
Mstep: Class 5 contains 57729 members 
Mstep: Class 6 contains 311013 members 
Mstep: Class 7 contains 2981 members 
Mstep: Class 8 contains 18534 members 
Mstep: Class 9 contains 3605 members 
Mstep: Class 10 contains 10587 members 
Mstep: Class 11 contains 21840 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 14 contains 181077 members 
Mstep: Class 15 contains 63381 members 
Mstep: Class 16 contains 2435 members 
Mstep: Class 17 contains 94630 members 
Mstep: Class 19 contains 36279 members 
Mstep: Class 20 contains 2951 members 
Mstep: Class 21 contains 14301 members 
Mstep: Class 22 contains 2424 members 
Mstep: Class 23 contains 2152 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 45Q: 22 clusters Score -1.04728e+08 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 7680 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 4094 members 
Mstep: Class 5 contains 57938 members 
Mstep: Class 6 contains 310925 members 
Mstep: Class 7 contains 3132 members 
Mstep: Class 8 contains 18543 members 
Mstep: Class 9 contains 3648 members 
Mstep: Class 10 contains 10727 members 
Mstep: Class 11 contains 21828 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 14 contains 180002 members 
Mstep: Class 15 contains 63279 members 
Mstep: Class 16 contains 2431 members 
Mstep: Class 17 contains 95091 members 
Mstep: Class 19 contains 36140 members 
Mstep: Class 20 contains 2930 members 
Mstep: Class 21 contains 14345 members 
Mstep: Class 22 contains 2459 members 
Mstep: Class 23 contains 2174 members 
Entering Unmasked Estep 
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Iteration 46Q: 22 clusters Score -1.047283e+08 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 7900 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 4166 members 
Mstep: Class 5 contains 58090 members 
Mstep: Class 6 contains 310896 members 
Mstep: Class 7 contains 3253 members 
Mstep: Class 8 contains 18559 members 
Mstep: Class 9 contains 3658 members 
Mstep: Class 10 contains 10832 members 
Mstep: Class 11 contains 21835 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 14 contains 179084 members 
Mstep: Class 15 contains 63171 members 
Mstep: Class 16 contains 2430 members 
Mstep: Class 17 contains 95488 members 
Mstep: Class 19 contains 36023 members 
Mstep: Class 20 contains 2908 members 
Mstep: Class 21 contains 14378 members 
Mstep: Class 22 contains 2498 members 
Mstep: Class 23 contains 2183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104728912.000000 Penalty: 71150.023438
Iteration 47Q: 22 clusters Score -1.047289e+08 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 8100 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 4230 members 
Mstep: Class 5 contains 58237 members 
Mstep: Class 6 contains 310882 members 
Mstep: Class 7 contains 3356 members 
Mstep: Class 8 contains 18580 members 
Mstep: Class 9 contains 3668 members 
Mstep: Class 10 contains 10915 members 
Mstep: Class 11 contains 21825 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 14 contains 178225 members 
Mstep: Class 15 contains 63080 members 
Mstep: Class 16 contains 2426 members 
Mstep: Class 17 contains 95881 members 
Mstep: Class 19 contains 35957 members 
Mstep: Class 20 contains 2880 members 
Mstep: Class 21 contains 14399 members 
Mstep: Class 22 contains 2515 members 
Mstep: Class 23 contains 2190 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 48Q: 22 clusters Score -1.047298e+08 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 8291 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 4284 members 
Mstep: Class 5 contains 58327 members 
Mstep: Class 6 contains 310878 members 
Mstep: Class 7 contains 3466 members 
Mstep: Class 8 contains 18588 members 
Mstep: Class 9 contains 3672 members 
Mstep: Class 10 contains 10990 members 
Mstep: Class 11 contains 21816 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 14 contains 177568 members 
Mstep: Class 15 contains 62988 members 
Mstep: Class 16 contains 2418 members 
Mstep: Class 17 contains 96190 members 
Mstep: Class 19 contains 35879 members 
Mstep: Class 20 contains 2862 members 
Mstep: Class 21 contains 14409 members 
Mstep: Class 22 contains 2533 members 
Mstep: Class 23 contains 2198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104729968.000000 Penalty: 71150.023438
Iteration 49Q: 22 clusters Score -1.0473e+08 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 8487 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 4354 members 
Mstep: Class 5 contains 58403 members 
Mstep: Class 6 contains 310787 members 
Mstep: Class 7 contains 3542 members 
Mstep: Class 8 contains 18604 members 
Mstep: Class 9 contains 3675 members 
Mstep: Class 10 contains 11051 members 
Mstep: Class 11 contains 21825 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 14 contains 176986 members 
Mstep: Class 15 contains 62903 members 
Mstep: Class 16 contains 2412 members 
Mstep: Class 17 contains 96487 members 
Mstep: Class 19 contains 35820 members 
Mstep: Class 20 contains 2850 members 
Mstep: Class 21 contains 14424 members 
Mstep: Class 22 contains 2543 members 
Mstep: Class 23 contains 2201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104729928.000000 Penalty: 71150.023438
Iteration 50Q: 22 clusters Score -1.047299e+08 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 8658 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 4411 members 
Mstep: Class 5 contains 58459 members 
Mstep: Class 6 contains 310647 members 
Mstep: Class 7 contains 3626 members 
Mstep: Class 8 contains 18610 members 
Mstep: Class 9 contains 3671 members 
Mstep: Class 10 contains 11096 members 
Mstep: Class 11 contains 21825 members 
Mstep: Class 12 contains 1383 members 
Mstep: Class 14 contains 176504 members 
Mstep: Class 15 contains 62823 members 
Mstep: Class 16 contains 2408 members 
Mstep: Class 17 contains 96806 members 
Mstep: Class 19 contains 35765 members 
Mstep: Class 20 contains 2841 members 
Mstep: Class 21 contains 14449 members 
Mstep: Class 22 contains 2550 members 
Mstep: Class 23 contains 2202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104730200.000000 Penalty: 71150.023438
Iteration 51Q: 22 clusters Score -1.047302e+08 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 8814 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 4459 members 
Mstep: Class 5 contains 58501 members 
Mstep: Class 6 contains 310602 members 
Mstep: Class 7 contains 3702 members 
Mstep: Class 8 contains 18643 members 
Mstep: Class 9 contains 3668 members 
Mstep: Class 10 contains 11152 members 
Mstep: Class 11 contains 21836 members 
Mstep: Class 12 contains 1383 members 
Mstep: Class 14 contains 176023 members 
Mstep: Class 15 contains 62727 members 
Mstep: Class 16 contains 2405 members 
Mstep: Class 17 contains 97051 members 
Mstep: Class 19 contains 35712 members 
Mstep: Class 20 contains 2826 members 
Mstep: Class 21 contains 14470 members 
Mstep: Class 22 contains 2556 members 
Mstep: Class 23 contains 2205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104731040.000000 Penalty: 71150.023438
Iteration 52Q: 22 clusters Score -1.04731e+08 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 8987 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 4504 members 
Mstep: Class 5 contains 58534 members 
Mstep: Class 6 contains 310597 members 
Mstep: Class 7 contains 3778 members 
Mstep: Class 8 contains 18658 members 
Mstep: Class 9 contains 3660 members 
Mstep: Class 10 contains 11182 members 
Mstep: Class 11 contains 21830 members 
Mstep: Class 12 contains 1383 members 
Mstep: Class 14 contains 175573 members 
Mstep: Class 15 contains 62637 members 
Mstep: Class 16 contains 2401 members 
Mstep: Class 17 contains 97249 members 
Mstep: Class 19 contains 35663 members 
Mstep: Class 20 contains 2820 members 
Mstep: Class 21 contains 14492 members 
Mstep: Class 22 contains 2569 members 
Mstep: Class 23 contains 2207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104731480.000000 Penalty: 71150.023438
Iteration 53Q: 22 clusters Score -1.047315e+08 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 9153 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 4544 members 
Mstep: Class 5 contains 58537 members 
Mstep: Class 6 contains 310536 members 
Mstep: Class 7 contains 3866 members 
Mstep: Class 8 contains 18683 members 
Mstep: Class 9 contains 3665 members 
Mstep: Class 10 contains 11204 members 
Mstep: Class 11 contains 21832 members 
Mstep: Class 12 contains 1383 members 
Mstep: Class 14 contains 175231 members 
Mstep: Class 15 contains 62548 members 
Mstep: Class 16 contains 2395 members 
Mstep: Class 17 contains 97423 members 
Mstep: Class 19 contains 35623 members 
Mstep: Class 20 contains 2801 members 
Mstep: Class 21 contains 14506 members 
Mstep: Class 22 contains 2585 members 
Mstep: Class 23 contains 2207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104731664.000000 Penalty: 71150.023438
Iteration 54Q: 22 clusters Score -1.047317e+08 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 9314 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 4577 members 
Mstep: Class 5 contains 58534 members 
Mstep: Class 6 contains 310454 members 
Mstep: Class 7 contains 3969 members 
Mstep: Class 8 contains 18696 members 
Mstep: Class 9 contains 3662 members 
Mstep: Class 10 contains 11235 members 
Mstep: Class 11 contains 21842 members 
Mstep: Class 12 contains 1383 members 
Mstep: Class 14 contains 174898 members 
Mstep: Class 15 contains 62470 members 
Mstep: Class 16 contains 2389 members 
Mstep: Class 17 contains 97607 members 
Mstep: Class 19 contains 35588 members 
Mstep: Class 20 contains 2796 members 
Mstep: Class 21 contains 14511 members 
Mstep: Class 22 contains 2591 members 
Mstep: Class 23 contains 2207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104731904.000000 Penalty: 71150.023438
Iteration 55Q: 22 clusters Score -1.047319e+08 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 9462 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 4611 members 
Mstep: Class 5 contains 58513 members 
Mstep: Class 6 contains 310316 members 
Mstep: Class 7 contains 4052 members 
Mstep: Class 8 contains 18687 members 
Mstep: Class 9 contains 3663 members 
Mstep: Class 10 contains 11253 members 
Mstep: Class 11 contains 21853 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 14 contains 174683 members 
Mstep: Class 15 contains 62417 members 
Mstep: Class 16 contains 2387 members 
Mstep: Class 17 contains 97791 members 
Mstep: Class 19 contains 35558 members 
Mstep: Class 20 contains 2781 members 
Mstep: Class 21 contains 14515 members 
Mstep: Class 22 contains 2597 members 
Mstep: Class 23 contains 2207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104732792.000000 Penalty: 71150.023438
Iteration 56Q: 22 clusters Score -1.047328e+08 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 9611 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 4638 members 
Mstep: Class 5 contains 58490 members 
Mstep: Class 6 contains 310201 members 
Mstep: Class 7 contains 4134 members 
Mstep: Class 8 contains 18682 members 
Mstep: Class 9 contains 3672 members 
Mstep: Class 10 contains 11266 members 
Mstep: Class 11 contains 21867 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 14 contains 174462 members 
Mstep: Class 15 contains 62366 members 
Mstep: Class 16 contains 2385 members 
Mstep: Class 17 contains 97954 members 
Mstep: Class 19 contains 35529 members 
Mstep: Class 20 contains 2762 members 
Mstep: Class 21 contains 14530 members 
Mstep: Class 22 contains 2603 members 
Mstep: Class 23 contains 2207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104733304.000000 Penalty: 71150.023438
Iteration 57Q: 22 clusters Score -1.047333e+08 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 9743 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 4662 members 
Mstep: Class 5 contains 58455 members 
Mstep: Class 6 contains 310100 members 
Mstep: Class 7 contains 4185 members 
Mstep: Class 8 contains 18672 members 
Mstep: Class 9 contains 3674 members 
Mstep: Class 10 contains 11271 members 
Mstep: Class 11 contains 21869 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 14 contains 174296 members 
Mstep: Class 15 contains 62314 members 
Mstep: Class 16 contains 2382 members 
Mstep: Class 17 contains 98109 members 
Mstep: Class 19 contains 35521 members 
Mstep: Class 20 contains 2749 members 
Mstep: Class 21 contains 14535 members 
Mstep: Class 22 contains 2612 members 
Mstep: Class 23 contains 2208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104733504.000000 Penalty: 71150.023438
Iteration 58Q: 22 clusters Score -1.047335e+08 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 9875 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 4680 members 
Mstep: Class 5 contains 58407 members 
Mstep: Class 6 contains 309993 members 
Mstep: Class 7 contains 4238 members 
Mstep: Class 8 contains 18668 members 
Mstep: Class 9 contains 3686 members 
Mstep: Class 10 contains 11276 members 
Mstep: Class 11 contains 21869 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 14 contains 174190 members 
Mstep: Class 15 contains 62254 members 
Mstep: Class 16 contains 2382 members 
Mstep: Class 17 contains 98257 members 
Mstep: Class 19 contains 35510 members 
Mstep: Class 20 contains 2732 members 
Mstep: Class 21 contains 14533 members 
Mstep: Class 22 contains 2608 members 
Mstep: Class 23 contains 2208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104734000.000000 Penalty: 71150.023438
Iteration 59Q: 22 clusters Score -1.04734e+08 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 10009 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 4703 members 
Mstep: Class 5 contains 58340 members 
Mstep: Class 6 contains 309978 members 
Mstep: Class 7 contains 4283 members 
Mstep: Class 8 contains 18656 members 
Mstep: Class 9 contains 3692 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 21866 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 14 contains 174060 members 
Mstep: Class 15 contains 62201 members 
Mstep: Class 16 contains 2376 members 
Mstep: Class 17 contains 98380 members 
Mstep: Class 19 contains 35487 members 
Mstep: Class 20 contains 2715 members 
Mstep: Class 21 contains 14535 members 
Mstep: Class 22 contains 2610 members 
Mstep: Class 23 contains 2208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104734320.000000 Penalty: 71150.023438
Iteration 60F: 22 clusters Score -1.047343e+08 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 10115 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 4725 members 
Mstep: Class 5 contains 58274 members 
Mstep: Class 6 contains 310020 members 
Mstep: Class 7 contains 4322 members 
Mstep: Class 8 contains 18653 members 
Mstep: Class 9 contains 3730 members 
Mstep: Class 10 contains 11281 members 
Mstep: Class 11 contains 21881 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 14 contains 173840 members 
Mstep: Class 15 contains 62140 members 
Mstep: Class 16 contains 2373 members 
Mstep: Class 17 contains 98538 members 
Mstep: Class 19 contains 35448 members 
Mstep: Class 20 contains 2700 members 
Mstep: Class 21 contains 14535 members 
Mstep: Class 22 contains 2620 members 
Mstep: Class 23 contains 2208 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 61Q: 22 clusters Score -1.047347e+08 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 10223 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 4743 members 
Mstep: Class 5 contains 58234 members 
Mstep: Class 6 contains 310017 members 
Mstep: Class 7 contains 4367 members 
Mstep: Class 8 contains 18665 members 
Mstep: Class 9 contains 3757 members 
Mstep: Class 10 contains 11285 members 
Mstep: Class 11 contains 21888 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 14 contains 173665 members 
Mstep: Class 15 contains 62095 members 
Mstep: Class 16 contains 2369 members 
Mstep: Class 17 contains 98672 members 
Mstep: Class 19 contains 35400 members 
Mstep: Class 20 contains 2692 members 
Mstep: Class 21 contains 14519 members 
Mstep: Class 22 contains 2619 members 
Mstep: Class 23 contains 2208 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 62Q: 22 clusters Score -1.04735e+08 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 10310 members 
Mstep: Class 3 contains 1439 members 
Mstep: Class 4 contains 4758 members 
Mstep: Class 5 contains 58172 members 
Mstep: Class 6 contains 310083 members 
Mstep: Class 7 contains 4403 members 
Mstep: Class 8 contains 18663 members 
Mstep: Class 9 contains 3772 members 
Mstep: Class 10 contains 11291 members 
Mstep: Class 11 contains 21892 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 14 contains 173532 members 
Mstep: Class 15 contains 62040 members 
Mstep: Class 16 contains 2364 members 
Mstep: Class 17 contains 98750 members 
Mstep: Class 19 contains 35379 members 
Mstep: Class 20 contains 2686 members 
Mstep: Class 21 contains 14507 members 
Mstep: Class 22 contains 2623 members 
Mstep: Class 23 contains 2208 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 63Q: 22 clusters Score -1.047357e+08 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 10378 members 
Mstep: Class 3 contains 1438 members 
Mstep: Class 4 contains 4770 members 
Mstep: Class 5 contains 58133 members 
Mstep: Class 6 contains 310093 members 
Mstep: Class 7 contains 4426 members 
Mstep: Class 8 contains 18670 members 
Mstep: Class 9 contains 3788 members 
Mstep: Class 10 contains 11293 members 
Mstep: Class 11 contains 21887 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 14 contains 173426 members 
Mstep: Class 15 contains 62015 members 
Mstep: Class 16 contains 2360 members 
Mstep: Class 17 contains 98845 members 
Mstep: Class 19 contains 35363 members 
Mstep: Class 20 contains 2674 members 
Mstep: Class 21 contains 14492 members 
Mstep: Class 22 contains 2625 members 
Mstep: Class 23 contains 2209 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 64Q: 22 clusters Score -1.047362e+08 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 10465 members 
Mstep: Class 3 contains 1438 members 
Mstep: Class 4 contains 4779 members 
Mstep: Class 5 contains 58097 members 
Mstep: Class 6 contains 310151 members 
Mstep: Class 7 contains 4450 members 
Mstep: Class 8 contains 18669 members 
Mstep: Class 9 contains 3797 members 
Mstep: Class 10 contains 11292 members 
Mstep: Class 11 contains 21881 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 14 contains 173298 members 
Mstep: Class 15 contains 61969 members 
Mstep: Class 16 contains 2359 members 
Mstep: Class 17 contains 98928 members 
Mstep: Class 19 contains 35335 members 
Mstep: Class 20 contains 2662 members 
Mstep: Class 21 contains 14493 members 
Mstep: Class 22 contains 2631 members 
Mstep: Class 23 contains 2210 members 
Entering Unmasked Estep 
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Iteration 65Q: 22 clusters Score -1.047368e+08 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 10561 members 
Mstep: Class 3 contains 1438 members 
Mstep: Class 4 contains 4794 members 
Mstep: Class 5 contains 58070 members 
Mstep: Class 6 contains 310086 members 
Mstep: Class 7 contains 4478 members 
Mstep: Class 8 contains 18680 members 
Mstep: Class 9 contains 3800 members 
Mstep: Class 10 contains 11293 members 
Mstep: Class 11 contains 21887 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 14 contains 173234 members 
Mstep: Class 15 contains 61914 members 
Mstep: Class 16 contains 2357 members 
Mstep: Class 17 contains 99019 members 
Mstep: Class 19 contains 35324 members 
Mstep: Class 20 contains 2645 members 
Mstep: Class 21 contains 14494 members 
Mstep: Class 22 contains 2634 members 
Mstep: Class 23 contains 2210 members 
Entering Unmasked Estep 
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Iteration 66Q: 22 clusters Score -1.047369e+08 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 10664 members 
Mstep: Class 3 contains 1438 members 
Mstep: Class 4 contains 4803 members 
Mstep: Class 5 contains 58035 members 
Mstep: Class 6 contains 310088 members 
Mstep: Class 7 contains 4498 members 
Mstep: Class 8 contains 18682 members 
Mstep: Class 9 contains 3793 members 
Mstep: Class 10 contains 11291 members 
Mstep: Class 11 contains 21889 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 14 contains 173106 members 
Mstep: Class 15 contains 61892 members 
Mstep: Class 16 contains 2358 members 
Mstep: Class 17 contains 99122 members 
Mstep: Class 19 contains 35304 members 
Mstep: Class 20 contains 2631 members 
Mstep: Class 21 contains 14491 members 
Mstep: Class 22 contains 2634 members 
Mstep: Class 23 contains 2210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104737328.000000 Penalty: 71150.023438
Iteration 67Q: 22 clusters Score -1.047373e+08 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 10759 members 
Mstep: Class 3 contains 1438 members 
Mstep: Class 4 contains 4811 members 
Mstep: Class 5 contains 58001 members 
Mstep: Class 6 contains 310033 members 
Mstep: Class 7 contains 4526 members 
Mstep: Class 8 contains 18675 members 
Mstep: Class 9 contains 3794 members 
Mstep: Class 10 contains 11292 members 
Mstep: Class 11 contains 21888 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 14 contains 173018 members 
Mstep: Class 15 contains 61867 members 
Mstep: Class 16 contains 2357 members 
Mstep: Class 17 contains 99220 members 
Mstep: Class 19 contains 35283 members 
Mstep: Class 20 contains 2625 members 
Mstep: Class 21 contains 14490 members 
Mstep: Class 22 contains 2634 members 
Mstep: Class 23 contains 2211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104737736.000000 Penalty: 71150.023438
Iteration 68Q: 22 clusters Score -1.047377e+08 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 10849 members 
Mstep: Class 3 contains 1438 members 
Mstep: Class 4 contains 4821 members 
Mstep: Class 5 contains 57952 members 
Mstep: Class 6 contains 310043 members 
Mstep: Class 7 contains 4543 members 
Mstep: Class 8 contains 18670 members 
Mstep: Class 9 contains 3798 members 
Mstep: Class 10 contains 11292 members 
Mstep: Class 11 contains 21881 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 14 contains 172921 members 
Mstep: Class 15 contains 61833 members 
Mstep: Class 16 contains 2353 members 
Mstep: Class 17 contains 99305 members 
Mstep: Class 19 contains 35277 members 
Mstep: Class 20 contains 2605 members 
Mstep: Class 21 contains 14491 members 
Mstep: Class 22 contains 2633 members 
Mstep: Class 23 contains 2212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104738088.000000 Penalty: 71150.023438
Iteration 69Q: 22 clusters Score -1.047381e+08 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 10972 members 
Mstep: Class 3 contains 1438 members 
Mstep: Class 4 contains 4829 members 
Mstep: Class 5 contains 57932 members 
Mstep: Class 6 contains 310032 members 
Mstep: Class 7 contains 4552 members 
Mstep: Class 8 contains 18663 members 
Mstep: Class 9 contains 3801 members 
Mstep: Class 10 contains 11297 members 
Mstep: Class 11 contains 21875 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 14 contains 172817 members 
Mstep: Class 15 contains 61793 members 
Mstep: Class 16 contains 2350 members 
Mstep: Class 17 contains 99392 members 
Mstep: Class 19 contains 35253 members 
Mstep: Class 20 contains 2590 members 
Mstep: Class 21 contains 14485 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 2212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104738256.000000 Penalty: 71150.023438
Iteration 70Q: 22 clusters Score -1.047383e+08 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 11100 members 
Mstep: Class 3 contains 1438 members 
Mstep: Class 4 contains 4842 members 
Mstep: Class 5 contains 57887 members 
Mstep: Class 6 contains 310035 members 
Mstep: Class 7 contains 4571 members 
Mstep: Class 8 contains 18665 members 
Mstep: Class 9 contains 3802 members 
Mstep: Class 10 contains 11303 members 
Mstep: Class 11 contains 21872 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 14 contains 172686 members 
Mstep: Class 15 contains 61745 members 
Mstep: Class 16 contains 2345 members 
Mstep: Class 17 contains 99468 members 
Mstep: Class 19 contains 35236 members 
Mstep: Class 20 contains 2584 members 
Mstep: Class 21 contains 14489 members 
Mstep: Class 22 contains 2636 members 
Mstep: Class 23 contains 2212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104738968.000000 Penalty: 71150.023438
Iteration 71Q: 22 clusters Score -1.04739e+08 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 11201 members 
Mstep: Class 3 contains 1438 members 
Mstep: Class 4 contains 4857 members 
Mstep: Class 5 contains 57826 members 
Mstep: Class 6 contains 310143 members 
Mstep: Class 7 contains 4596 members 
Mstep: Class 8 contains 18674 members 
Mstep: Class 9 contains 3797 members 
Mstep: Class 10 contains 11308 members 
Mstep: Class 11 contains 21862 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 14 contains 172499 members 
Mstep: Class 15 contains 61711 members 
Mstep: Class 16 contains 2343 members 
Mstep: Class 17 contains 99528 members 
Mstep: Class 19 contains 35221 members 
Mstep: Class 20 contains 2580 members 
Mstep: Class 21 contains 14491 members 
Mstep: Class 22 contains 2637 members 
Mstep: Class 23 contains 2213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104738800.000000 Penalty: 71150.023438
Iteration 72Q: 22 clusters Score -1.047388e+08 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 11290 members 
Mstep: Class 3 contains 1438 members 
Mstep: Class 4 contains 4871 members 
Mstep: Class 5 contains 57761 members 
Mstep: Class 6 contains 310186 members 
Mstep: Class 7 contains 4626 members 
Mstep: Class 8 contains 18674 members 
Mstep: Class 9 contains 3796 members 
Mstep: Class 10 contains 11308 members 
Mstep: Class 11 contains 21864 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 14 contains 172363 members 
Mstep: Class 15 contains 61696 members 
Mstep: Class 16 contains 2335 members 
Mstep: Class 17 contains 99603 members 
Mstep: Class 19 contains 35206 members 
Mstep: Class 20 contains 2572 members 
Mstep: Class 21 contains 14491 members 
Mstep: Class 22 contains 2640 members 
Mstep: Class 23 contains 2213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104738872.000000 Penalty: 71150.023438
Iteration 73Q: 22 clusters Score -1.047389e+08 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 11387 members 
Mstep: Class 3 contains 1438 members 
Mstep: Class 4 contains 4880 members 
Mstep: Class 5 contains 57692 members 
Mstep: Class 6 contains 310217 members 
Mstep: Class 7 contains 4648 members 
Mstep: Class 8 contains 18663 members 
Mstep: Class 9 contains 3795 members 
Mstep: Class 10 contains 11307 members 
Mstep: Class 11 contains 21867 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 14 contains 172260 members 
Mstep: Class 15 contains 61670 members 
Mstep: Class 16 contains 2331 members 
Mstep: Class 17 contains 99691 members 
Mstep: Class 19 contains 35181 members 
Mstep: Class 20 contains 2565 members 
Mstep: Class 21 contains 14500 members 
Mstep: Class 22 contains 2641 members 
Mstep: Class 23 contains 2214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104739320.000000 Penalty: 71150.023438
Iteration 74Q: 22 clusters Score -1.047393e+08 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 11464 members 
Mstep: Class 3 contains 1438 members 
Mstep: Class 4 contains 4888 members 
Mstep: Class 5 contains 57627 members 
Mstep: Class 6 contains 310261 members 
Mstep: Class 7 contains 4664 members 
Mstep: Class 8 contains 18644 members 
Mstep: Class 9 contains 3792 members 
Mstep: Class 10 contains 11310 members 
Mstep: Class 11 contains 21866 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 14 contains 172175 members 
Mstep: Class 15 contains 61644 members 
Mstep: Class 16 contains 2326 members 
Mstep: Class 17 contains 99750 members 
Mstep: Class 19 contains 35180 members 
Mstep: Class 20 contains 2558 members 
Mstep: Class 21 contains 14506 members 
Mstep: Class 22 contains 2641 members 
Mstep: Class 23 contains 2215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104739784.000000 Penalty: 71150.023438
Iteration 75Q: 22 clusters Score -1.047398e+08 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 11539 members 
Mstep: Class 3 contains 1438 members 
Mstep: Class 4 contains 4894 members 
Mstep: Class 5 contains 57568 members 
Mstep: Class 6 contains 310263 members 
Mstep: Class 7 contains 4671 members 
Mstep: Class 8 contains 18630 members 
Mstep: Class 9 contains 3793 members 
Mstep: Class 10 contains 11315 members 
Mstep: Class 11 contains 21870 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 14 contains 172103 members 
Mstep: Class 15 contains 61640 members 
Mstep: Class 16 contains 2325 members 
Mstep: Class 17 contains 99799 members 
Mstep: Class 19 contains 35170 members 
Mstep: Class 20 contains 2553 members 
Mstep: Class 21 contains 14519 members 
Mstep: Class 22 contains 2643 members 
Mstep: Class 23 contains 2215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104739840.000000 Penalty: 71150.023438
Iteration 76Q: 22 clusters Score -1.047398e+08 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 11616 members 
Mstep: Class 3 contains 1438 members 
Mstep: Class 4 contains 4904 members 
Mstep: Class 5 contains 57510 members 
Mstep: Class 6 contains 310306 members 
Mstep: Class 7 contains 4688 members 
Mstep: Class 8 contains 18610 members 
Mstep: Class 9 contains 3792 members 
Mstep: Class 10 contains 11318 members 
Mstep: Class 11 contains 21862 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 14 contains 172024 members 
Mstep: Class 15 contains 61637 members 
Mstep: Class 16 contains 2323 members 
Mstep: Class 17 contains 99847 members 
Mstep: Class 19 contains 35151 members 
Mstep: Class 20 contains 2549 members 
Mstep: Class 21 contains 14525 members 
Mstep: Class 22 contains 2644 members 
Mstep: Class 23 contains 2215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104740312.000000 Penalty: 71150.023438
Iteration 77Q: 22 clusters Score -1.047403e+08 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 11688 members 
Mstep: Class 3 contains 1438 members 
Mstep: Class 4 contains 4915 members 
Mstep: Class 5 contains 57471 members 
Mstep: Class 6 contains 310308 members 
Mstep: Class 7 contains 4704 members 
Mstep: Class 8 contains 18607 members 
Mstep: Class 9 contains 3793 members 
Mstep: Class 10 contains 11317 members 
Mstep: Class 11 contains 21858 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 14 contains 171955 members 
Mstep: Class 15 contains 61625 members 
Mstep: Class 16 contains 2320 members 
Mstep: Class 17 contains 99891 members 
Mstep: Class 19 contains 35132 members 
Mstep: Class 20 contains 2546 members 
Mstep: Class 21 contains 14535 members 
Mstep: Class 22 contains 2648 members 
Mstep: Class 23 contains 2216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104740552.000000 Penalty: 71150.023438
Iteration 78Q: 22 clusters Score -1.047406e+08 nChanged 1534
Entering ConstructFrom: 
Score: -104740552.000000 Penalty: 71150.023438
Entering ConstructFrom: 
Trying to split cluster 1 (17030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Entering Unmasked Estep 
Score: -2157574.750000 Penalty: 2416.197510
	Iteration 0F: 2 clusters Score -2157575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -2145423.500000 Penalty: 4832.395020
	Iteration 0F: 3 clusters Score -2145424 nChanged 7353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -2149214.000000 Penalty: 4832.395020
	Iteration 1F: 3 clusters Score -2149214 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -2149536.000000 Penalty: 4832.395020
	Iteration 2F: 3 clusters Score -2149536 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -2149819.000000 Penalty: 4832.395020
	Iteration 3Q: 3 clusters Score -2149819 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -2150080.750000 Penalty: 4832.395020
	Iteration 4Q: 3 clusters Score -2150081 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -2150310.750000 Penalty: 4832.395020
	Iteration 5Q: 3 clusters Score -2150311 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -2150544.750000 Penalty: 4832.395020
	Iteration 6Q: 3 clusters Score -2150545 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -2150789.250000 Penalty: 4832.395020
	Iteration 7Q: 3 clusters Score -2150789 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -2151053.750000 Penalty: 4832.395020
	Iteration 8Q: 3 clusters Score -2151054 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -2151414.000000 Penalty: 4832.395020
	Iteration 9Q: 3 clusters Score -2151414 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -2151810.000000 Penalty: 4832.395020
	Iteration 10Q: 3 clusters Score -2151810 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -2152227.250000 Penalty: 4832.395020
	Iteration 11Q: 3 clusters Score -2152227 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -2152679.500000 Penalty: 4832.395020
	Iteration 12Q: 3 clusters Score -2152680 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -2153121.500000 Penalty: 4832.395020
	Iteration 13Q: 3 clusters Score -2153122 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -2153514.500000 Penalty: 4832.395020
	Iteration 14Q: 3 clusters Score -2153514 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -2153875.250000 Penalty: 4832.395020
	Iteration 15Q: 3 clusters Score -2153875 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -2154131.500000 Penalty: 4832.395020
	Iteration 16Q: 3 clusters Score -2154132 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -2154317.750000 Penalty: 4832.395020
	Iteration 17Q: 3 clusters Score -2154318 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2154471.500000 Penalty: 4832.395020
	Iteration 18Q: 3 clusters Score -2154472 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2154588.500000 Penalty: 4832.395020
	Iteration 19Q: 3 clusters Score -2154588 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2154690.250000 Penalty: 4832.395020
	Iteration 20F: 3 clusters Score -2154690 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14901 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2154770.250000 Penalty: 4832.395020
	Iteration 21Q: 3 clusters Score -2154770 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2154846.000000 Penalty: 4832.395020
	Iteration 22Q: 3 clusters Score -2154846 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -2154917.500000 Penalty: 4832.395020
	Iteration 23Q: 3 clusters Score -2154918 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2154973.000000 Penalty: 4832.395020
	Iteration 24Q: 3 clusters Score -2154973 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2155040.250000 Penalty: 4832.395020
	Iteration 25Q: 3 clusters Score -2155040 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2155095.250000 Penalty: 4832.395020
	Iteration 26Q: 3 clusters Score -2155095 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2155155.000000 Penalty: 4832.395020
	Iteration 27Q: 3 clusters Score -2155155 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2155204.250000 Penalty: 4832.395020
	Iteration 28Q: 3 clusters Score -2155204 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2155253.250000 Penalty: 4832.395020
	Iteration 29Q: 3 clusters Score -2155253 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2155294.500000 Penalty: 4832.395020
	Iteration 30Q: 3 clusters Score -2155294 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2155337.750000 Penalty: 4832.395020
	Iteration 31Q: 3 clusters Score -2155338 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2155359.000000 Penalty: 4832.395020
	Iteration 32Q: 3 clusters Score -2155359 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2155384.000000 Penalty: 4832.395020
	Iteration 33Q: 3 clusters Score -2155384 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2155402.500000 Penalty: 4832.395020
	Iteration 34Q: 3 clusters Score -2155402 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2155415.250000 Penalty: 4832.395020
	Iteration 35Q: 3 clusters Score -2155415 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2155424.250000 Penalty: 4832.395020
	Iteration 36Q: 3 clusters Score -2155424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2155431.000000 Penalty: 4832.395020
	Iteration 37Q: 3 clusters Score -2155431 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2155441.500000 Penalty: 4832.395020
	Iteration 38Q: 3 clusters Score -2155442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2155444.000000 Penalty: 4832.395020
	Iteration 39Q: 3 clusters Score -2155444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2155448.750000 Penalty: 4832.395020
	Iteration 40F: 3 clusters Score -2155449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2155452.750000 Penalty: 4832.395020
	Iteration 41Q: 3 clusters Score -2155453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2155456.750000 Penalty: 4832.395020
	Iteration 42Q: 3 clusters Score -2155457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2155457.500000 Penalty: 4832.395020
	Iteration 43Q: 3 clusters Score -2155458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2155460.500000 Penalty: 4832.395020
	Iteration 44Q: 3 clusters Score -2155460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2155463.750000 Penalty: 4832.395020
	Iteration 45Q: 3 clusters Score -2155464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2155467.750000 Penalty: 4832.395020
	Iteration 46Q: 3 clusters Score -2155468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2155470.500000 Penalty: 4832.395020
	Iteration 47Q: 3 clusters Score -2155470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2155472.000000 Penalty: 4832.395020
	Iteration 48Q: 3 clusters Score -2155472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2155471.500000 Penalty: 4832.395020
	Iteration 49Q: 3 clusters Score -2155472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2155476.000000 Penalty: 4832.395020
	Iteration 50Q: 3 clusters Score -2155476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2155475.500000 Penalty: 4832.395020
	Iteration 51Q: 3 clusters Score -2155476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2155476.250000 Penalty: 4832.395020
	Iteration 52Q: 3 clusters Score -2155476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2155477.000000 Penalty: 4832.395020
	Iteration 53Q: 3 clusters Score -2155477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2155477.500000 Penalty: 4832.395020
	Iteration 54Q: 3 clusters Score -2155478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2155475.500000 Penalty: 4832.395020
	Iteration 55Q: 3 clusters Score -2155476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2155477.750000 Penalty: 4832.395020
	Iteration 56Q: 3 clusters Score -2155478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2155476.750000 Penalty: 4832.395020
	Iteration 57Q: 3 clusters Score -2155477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2155476.750000 Penalty: 4832.395020
	Iteration 58F: 3 clusters Score -2155477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Entering Unmasked Estep 
Score: -1507015.250000 Penalty: 2324.749268
	Iteration 0F: 2 clusters Score -1507015 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1498191.625000 Penalty: 4649.498535
	Iteration 0F: 3 clusters Score -1498192 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1500716.375000 Penalty: 4649.498535
	Iteration 1F: 3 clusters Score -1500716 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1500992.125000 Penalty: 4649.498535
	Iteration 2F: 3 clusters Score -1500992 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1501187.125000 Penalty: 4649.498535
	Iteration 3Q: 3 clusters Score -1501187 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1501337.875000 Penalty: 4649.498535
	Iteration 4Q: 3 clusters Score -1501338 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1501441.500000 Penalty: 4649.498535
	Iteration 5Q: 3 clusters Score -1501442 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1501533.875000 Penalty: 4649.498535
	Iteration 6Q: 3 clusters Score -1501534 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1501617.875000 Penalty: 4649.498535
	Iteration 7Q: 3 clusters Score -1501618 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1501696.000000 Penalty: 4649.498535
	Iteration 8Q: 3 clusters Score -1501696 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1501767.125000 Penalty: 4649.498535
	Iteration 9Q: 3 clusters Score -1501767 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1501851.750000 Penalty: 4649.498535
	Iteration 10Q: 3 clusters Score -1501852 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1501928.875000 Penalty: 4649.498535
	Iteration 11Q: 3 clusters Score -1501929 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1502006.500000 Penalty: 4649.498535
	Iteration 12Q: 3 clusters Score -1502006 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1502110.625000 Penalty: 4649.498535
	Iteration 13Q: 3 clusters Score -1502111 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1502267.875000 Penalty: 4649.498535
	Iteration 14Q: 3 clusters Score -1502268 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1502461.250000 Penalty: 4649.498535
	Iteration 15Q: 3 clusters Score -1502461 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1502709.125000 Penalty: 4649.498535
	Iteration 16Q: 3 clusters Score -1502709 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1503016.125000 Penalty: 4649.498535
	Iteration 17Q: 3 clusters Score -1503016 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1503354.500000 Penalty: 4649.498535
	Iteration 18Q: 3 clusters Score -1503354 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1503670.250000 Penalty: 4649.498535
	Iteration 19Q: 3 clusters Score -1503670 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1503968.625000 Penalty: 4649.498535
	Iteration 20F: 3 clusters Score -1503969 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1504150.625000 Penalty: 4649.498535
	Iteration 21Q: 3 clusters Score -1504151 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1504273.500000 Penalty: 4649.498535
	Iteration 22Q: 3 clusters Score -1504274 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1504324.875000 Penalty: 4649.498535
	Iteration 23Q: 3 clusters Score -1504325 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -1504370.500000 Penalty: 4649.498535
	Iteration 24Q: 3 clusters Score -1504370 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1504403.625000 Penalty: 4649.498535
	Iteration 25Q: 3 clusters Score -1504404 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1504435.625000 Penalty: 4649.498535
	Iteration 26Q: 3 clusters Score -1504436 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -1504462.750000 Penalty: 4649.498535
	Iteration 27Q: 3 clusters Score -1504463 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1504489.125000 Penalty: 4649.498535
	Iteration 28Q: 3 clusters Score -1504489 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1504513.125000 Penalty: 4649.498535
	Iteration 29Q: 3 clusters Score -1504513 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1504527.500000 Penalty: 4649.498535
	Iteration 30Q: 3 clusters Score -1504528 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1504545.250000 Penalty: 4649.498535
	Iteration 31Q: 3 clusters Score -1504545 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -1504562.000000 Penalty: 4649.498535
	Iteration 32Q: 3 clusters Score -1504562 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1504569.750000 Penalty: 4649.498535
	Iteration 33Q: 3 clusters Score -1504570 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 10113 members 
Entering Unmasked Estep 
Score: -1504581.125000 Penalty: 4649.498535
	Iteration 34Q: 3 clusters Score -1504581 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1504596.250000 Penalty: 4649.498535
	Iteration 35Q: 3 clusters Score -1504596 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1504615.125000 Penalty: 4649.498535
	Iteration 36Q: 3 clusters Score -1504615 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 10213 members 
Entering Unmasked Estep 
Score: -1504625.000000 Penalty: 4649.498535
	Iteration 37Q: 3 clusters Score -1504625 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1504645.375000 Penalty: 4649.498535
	Iteration 38Q: 3 clusters Score -1504645 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1504660.125000 Penalty: 4649.498535
	Iteration 39Q: 3 clusters Score -1504660 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1504677.750000 Penalty: 4649.498535
	Iteration 40F: 3 clusters Score -1504678 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1504697.000000 Penalty: 4649.498535
	Iteration 41Q: 3 clusters Score -1504697 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1504712.875000 Penalty: 4649.498535
	Iteration 42Q: 3 clusters Score -1504713 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1504721.750000 Penalty: 4649.498535
	Iteration 43Q: 3 clusters Score -1504722 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1504730.375000 Penalty: 4649.498535
	Iteration 44Q: 3 clusters Score -1504730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1504737.000000 Penalty: 4649.498535
	Iteration 45Q: 3 clusters Score -1504737 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1504745.000000 Penalty: 4649.498535
	Iteration 46Q: 3 clusters Score -1504745 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1504748.250000 Penalty: 4649.498535
	Iteration 47Q: 3 clusters Score -1504748 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1504755.875000 Penalty: 4649.498535
	Iteration 48Q: 3 clusters Score -1504756 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -1504761.875000 Penalty: 4649.498535
	Iteration 49Q: 3 clusters Score -1504762 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -1504765.250000 Penalty: 4649.498535
	Iteration 50Q: 3 clusters Score -1504765 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1504767.875000 Penalty: 4649.498535
	Iteration 51Q: 3 clusters Score -1504768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -1504770.875000 Penalty: 4649.498535
	Iteration 52Q: 3 clusters Score -1504771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1504773.250000 Penalty: 4649.498535
	Iteration 53Q: 3 clusters Score -1504773 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1504786.000000 Penalty: 4649.498535
	Iteration 54Q: 3 clusters Score -1504786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -1504790.750000 Penalty: 4649.498535
	Iteration 55Q: 3 clusters Score -1504791 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1504799.000000 Penalty: 4649.498535
	Iteration 56Q: 3 clusters Score -1504799 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1504807.125000 Penalty: 4649.498535
	Iteration 57Q: 3 clusters Score -1504807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1504810.375000 Penalty: 4649.498535
	Iteration 58Q: 3 clusters Score -1504810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1504812.250000 Penalty: 4649.498535
	Iteration 59Q: 3 clusters Score -1504812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -1504818.000000 Penalty: 4649.498535
	Iteration 60F: 3 clusters Score -1504818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1504815.875000 Penalty: 4649.498535
	Iteration 61Q: 3 clusters Score -1504816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1504820.000000 Penalty: 4649.498535
	Iteration 62Q: 3 clusters Score -1504820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1504821.125000 Penalty: 4649.498535
	Iteration 63Q: 3 clusters Score -1504821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1504823.750000 Penalty: 4649.498535
	Iteration 64Q: 3 clusters Score -1504824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -1504826.000000 Penalty: 4649.498535
	Iteration 65Q: 3 clusters Score -1504826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -1504826.875000 Penalty: 4649.498535
	Iteration 66Q: 3 clusters Score -1504827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1504825.625000 Penalty: 4649.498535
	Iteration 67Q: 3 clusters Score -1504826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -1504825.625000 Penalty: 4649.498535
	Iteration 68F: 3 clusters Score -1504826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Entering Unmasked Estep 
Score: -162912.718750 Penalty: 1803.210083
	Iteration 0F: 2 clusters Score -162912.7 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 733 members 
Entering Unmasked Estep 
Score: -160742.281250 Penalty: 3606.420166
	Iteration 0F: 3 clusters Score -160742.3 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -161382.843750 Penalty: 3606.420166
	Iteration 1F: 3 clusters Score -161382.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -162055.890625 Penalty: 3606.420166
	Iteration 2F: 3 clusters Score -162055.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -162398.312500 Penalty: 3606.420166
	Iteration 3F: 3 clusters Score -162398.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -162718.093750 Penalty: 3606.420166
	Iteration 4F: 3 clusters Score -162718.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -163124.546875 Penalty: 3606.420166
	Iteration 5F: 3 clusters Score -163124.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -163566.078125 Penalty: 3606.420166
	Iteration 6F: 3 clusters Score -163566.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -163910.234375 Penalty: 3606.420166
	Iteration 7F: 3 clusters Score -163910.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -164045.609375 Penalty: 3606.420166
	Iteration 8Q: 3 clusters Score -164045.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -164120.031250 Penalty: 3606.420166
	Iteration 9Q: 3 clusters Score -164120 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -164231.500000 Penalty: 3606.420166
	Iteration 10Q: 3 clusters Score -164231.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -164317.265625 Penalty: 3606.420166
	Iteration 11Q: 3 clusters Score -164317.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -164360.484375 Penalty: 3606.420166
	Iteration 12Q: 3 clusters Score -164360.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -164373.218750 Penalty: 3606.420166
	Iteration 13F: 3 clusters Score -164373.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -164529.921875 Penalty: 3606.420166
	Iteration 14Q: 3 clusters Score -164529.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -164567.015625 Penalty: 3606.420166
	Iteration 15Q: 3 clusters Score -164567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -164567.015625 Penalty: 3606.420166
	Iteration 16F: 3 clusters Score -164567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 11778 members 
Mstep: Class 3 contains 426 members 
Mstep: Class 4 contains 4927 members 
Mstep: Class 5 contains 57437 members 
Mstep: Class 6 contains 310314 members 
Mstep: Class 7 contains 4723 members 
Mstep: Class 8 contains 18594 members 
Mstep: Class 9 contains 3791 members 
Mstep: Class 10 contains 11318 members 
Mstep: Class 11 contains 21853 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 171882 members 
Mstep: Class 15 contains 61604 members 
Mstep: Class 16 contains 2318 members 
Mstep: Class 17 contains 99934 members 
Mstep: Class 19 contains 35119 members 
Mstep: Class 20 contains 2545 members 
Mstep: Class 21 contains 14541 members 
Mstep: Class 22 contains 2651 members 
Mstep: Class 23 contains 2216 members 
Entering Unmasked Estep 
Score: -104740816.000000 Penalty: 74538.125000
Splitting cluster 3 changes total score from -104740552.000000 to -104740816.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 4 (4927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Entering Unmasked Estep 
Score: -579308.312500 Penalty: 2108.616455
	Iteration 0F: 2 clusters Score -579308.3 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 2486 members 
Entering Unmasked Estep 
Score: -574909.937500 Penalty: 4217.232910
	Iteration 0F: 3 clusters Score -574909.9 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -576052.375000 Penalty: 4217.232910
	Iteration 1F: 3 clusters Score -576052.4 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -576348.062500 Penalty: 4217.232910
	Iteration 2F: 3 clusters Score -576348.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -576523.437500 Penalty: 4217.232910
	Iteration 3F: 3 clusters Score -576523.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -576670.062500 Penalty: 4217.232910
	Iteration 4Q: 3 clusters Score -576670.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -576791.250000 Penalty: 4217.232910
	Iteration 5Q: 3 clusters Score -576791.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -576924.500000 Penalty: 4217.232910
	Iteration 6Q: 3 clusters Score -576924.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -577032.250000 Penalty: 4217.232910
	Iteration 7Q: 3 clusters Score -577032.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -577130.937500 Penalty: 4217.232910
	Iteration 8Q: 3 clusters Score -577130.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -577215.375000 Penalty: 4217.232910
	Iteration 9Q: 3 clusters Score -577215.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -577313.812500 Penalty: 4217.232910
	Iteration 10Q: 3 clusters Score -577313.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -577402.437500 Penalty: 4217.232910
	Iteration 11Q: 3 clusters Score -577402.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -577471.312500 Penalty: 4217.232910
	Iteration 12Q: 3 clusters Score -577471.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -577533.125000 Penalty: 4217.232910
	Iteration 13Q: 3 clusters Score -577533.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -577586.625000 Penalty: 4217.232910
	Iteration 14Q: 3 clusters Score -577586.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -577641.750000 Penalty: 4217.232910
	Iteration 15Q: 3 clusters Score -577641.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -577693.375000 Penalty: 4217.232910
	Iteration 16Q: 3 clusters Score -577693.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -577724.875000 Penalty: 4217.232910
	Iteration 17Q: 3 clusters Score -577724.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -577749.687500 Penalty: 4217.232910
	Iteration 18Q: 3 clusters Score -577749.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -577768.500000 Penalty: 4217.232910
	Iteration 19Q: 3 clusters Score -577768.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -577792.250000 Penalty: 4217.232910
	Iteration 20F: 3 clusters Score -577792.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -577819.750000 Penalty: 4217.232910
	Iteration 21Q: 3 clusters Score -577819.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -577838.625000 Penalty: 4217.232910
	Iteration 22Q: 3 clusters Score -577838.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -577853.562500 Penalty: 4217.232910
	Iteration 23Q: 3 clusters Score -577853.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -577866.750000 Penalty: 4217.232910
	Iteration 24Q: 3 clusters Score -577866.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -577875.812500 Penalty: 4217.232910
	Iteration 25Q: 3 clusters Score -577875.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -577884.562500 Penalty: 4217.232910
	Iteration 26Q: 3 clusters Score -577884.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -577888.937500 Penalty: 4217.232910
	Iteration 27Q: 3 clusters Score -577888.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -577893.750000 Penalty: 4217.232910
	Iteration 28Q: 3 clusters Score -577893.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -577897.437500 Penalty: 4217.232910
	Iteration 29Q: 3 clusters Score -577897.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -577902.125000 Penalty: 4217.232910
	Iteration 30Q: 3 clusters Score -577902.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -577906.562500 Penalty: 4217.232910
	Iteration 31Q: 3 clusters Score -577906.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -577912.312500 Penalty: 4217.232910
	Iteration 32Q: 3 clusters Score -577912.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -577918.312500 Penalty: 4217.232910
	Iteration 33Q: 3 clusters Score -577918.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -577922.000000 Penalty: 4217.232910
	Iteration 34Q: 3 clusters Score -577922 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -577923.000000 Penalty: 4217.232910
	Iteration 35Q: 3 clusters Score -577923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -577924.937500 Penalty: 4217.232910
	Iteration 36Q: 3 clusters Score -577924.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -577924.750000 Penalty: 4217.232910
	Iteration 37Q: 3 clusters Score -577924.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -577927.062500 Penalty: 4217.232910
	Iteration 38Q: 3 clusters Score -577927.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -577928.312500 Penalty: 4217.232910
	Iteration 39Q: 3 clusters Score -577928.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -577929.500000 Penalty: 4217.232910
	Iteration 40F: 3 clusters Score -577929.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -577931.000000 Penalty: 4217.232910
	Iteration 41Q: 3 clusters Score -577931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -577930.875000 Penalty: 4217.232910
	Iteration 42Q: 3 clusters Score -577930.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -577933.875000 Penalty: 4217.232910
	Iteration 43Q: 3 clusters Score -577933.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -577936.000000 Penalty: 4217.232910
	Iteration 44Q: 3 clusters Score -577936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -577937.625000 Penalty: 4217.232910
	Iteration 45Q: 3 clusters Score -577937.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -577940.062500 Penalty: 4217.232910
	Iteration 46Q: 3 clusters Score -577940.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -577942.187500 Penalty: 4217.232910
	Iteration 47Q: 3 clusters Score -577942.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -577943.500000 Penalty: 4217.232910
	Iteration 48Q: 3 clusters Score -577943.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -577943.687500 Penalty: 4217.232910
	Iteration 49Q: 3 clusters Score -577943.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -577944.187500 Penalty: 4217.232910
	Iteration 50Q: 3 clusters Score -577944.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -577944.125000 Penalty: 4217.232910
	Iteration 51Q: 3 clusters Score -577944.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -577944.125000 Penalty: 4217.232910
	Iteration 52F: 3 clusters Score -577944.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (57437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57437 members 
Entering Unmasked Estep 
Score: -6963290.000000 Penalty: 2717.694092
	Iteration 0F: 2 clusters Score -6963290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 28747 members 
Entering Unmasked Estep 
Score: -6924684.000000 Penalty: 5435.388184
	Iteration 0F: 3 clusters Score -6924684 nChanged 26780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 29137 members 
Entering Unmasked Estep 
Score: -6939673.000000 Penalty: 5435.388184
	Iteration 1F: 3 clusters Score -6939673 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27923 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -6940240.000000 Penalty: 5435.388184
	Iteration 2Q: 3 clusters Score -6940240 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -6940809.500000 Penalty: 5435.388184
	Iteration 3Q: 3 clusters Score -6940810 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 30835 members 
Entering Unmasked Estep 
Score: -6941328.500000 Penalty: 5435.388184
	Iteration 4Q: 3 clusters Score -6941328 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25594 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -6941848.500000 Penalty: 5435.388184
	Iteration 5Q: 3 clusters Score -6941848 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 33239 members 
Entering Unmasked Estep 
Score: -6942536.500000 Penalty: 5435.388184
	Iteration 6Q: 3 clusters Score -6942536 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22231 members 
Mstep: Class 2 contains 35206 members 
Entering Unmasked Estep 
Score: -6943523.500000 Penalty: 5435.388184
	Iteration 7Q: 3 clusters Score -6943524 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 37815 members 
Entering Unmasked Estep 
Score: -6944991.000000 Penalty: 5435.388184
	Iteration 8Q: 3 clusters Score -6944991 nChanged 3558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 41249 members 
Entering Unmasked Estep 
Score: -6947236.000000 Penalty: 5435.388184
	Iteration 9F: 3 clusters Score -6947236 nChanged 4076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 45239 members 
Entering Unmasked Estep 
Score: -6950414.500000 Penalty: 5435.388184
	Iteration 10F: 3 clusters Score -6950414 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 49252 members 
Entering Unmasked Estep 
Score: -6953922.000000 Penalty: 5435.388184
	Iteration 11F: 3 clusters Score -6953922 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 52581 members 
Entering Unmasked Estep 
Score: -6956955.500000 Penalty: 5435.388184
	Iteration 12F: 3 clusters Score -6956956 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 54827 members 
Entering Unmasked Estep 
Score: -6959001.000000 Penalty: 5435.388184
	Iteration 13Q: 3 clusters Score -6959001 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 56039 members 
Entering Unmasked Estep 
Score: -6960092.000000 Penalty: 5435.388184
	Iteration 14Q: 3 clusters Score -6960092 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 56582 members 
Entering Unmasked Estep 
Score: -6960576.000000 Penalty: 5435.388184
	Iteration 15Q: 3 clusters Score -6960576 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 56829 members 
Entering Unmasked Estep 
Score: -6960783.000000 Penalty: 5435.388184
	Iteration 16Q: 3 clusters Score -6960783 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 56949 members 
Entering Unmasked Estep 
Score: -6960915.000000 Penalty: 5435.388184
	Iteration 17Q: 3 clusters Score -6960915 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 56999 members 
Entering Unmasked Estep 
Score: -6960983.000000 Penalty: 5435.388184
	Iteration 18Q: 3 clusters Score -6960983 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 57032 members 
Entering Unmasked Estep 
Score: -6961022.500000 Penalty: 5435.388184
	Iteration 19Q: 3 clusters Score -6961022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 57043 members 
Entering Unmasked Estep 
Score: -6961044.000000 Penalty: 5435.388184
	Iteration 20F: 3 clusters Score -6961044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 57053 members 
Entering Unmasked Estep 
Score: -6961065.500000 Penalty: 5435.388184
	Iteration 21Q: 3 clusters Score -6961066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 57061 members 
Entering Unmasked Estep 
Score: -6961070.000000 Penalty: 5435.388184
	Iteration 22Q: 3 clusters Score -6961070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 57069 members 
Entering Unmasked Estep 
Score: -6961070.000000 Penalty: 5435.388184
	Iteration 23Q: 3 clusters Score -6961070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 57072 members 
Entering Unmasked Estep 
Score: -6961077.000000 Penalty: 5435.388184
	Iteration 24Q: 3 clusters Score -6961077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 57076 members 
Entering Unmasked Estep 
Score: -6961079.000000 Penalty: 5435.388184
	Iteration 25Q: 3 clusters Score -6961079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 57081 members 
Entering Unmasked Estep 
Score: -6961081.000000 Penalty: 5435.388184
	Iteration 26Q: 3 clusters Score -6961081 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 57087 members 
Entering Unmasked Estep 
Score: -6961087.500000 Penalty: 5435.388184
	Iteration 27Q: 3 clusters Score -6961088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 57088 members 
Entering Unmasked Estep 
Score: -6961091.000000 Penalty: 5435.388184
	Iteration 28Q: 3 clusters Score -6961091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 57091 members 
Entering Unmasked Estep 
Score: -6961092.500000 Penalty: 5435.388184
	Iteration 29Q: 3 clusters Score -6961092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 57091 members 
Entering Unmasked Estep 
Score: -6961094.000000 Penalty: 5435.388184
	Iteration 30Q: 3 clusters Score -6961094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 57092 members 
Entering Unmasked Estep 
Score: -6961088.500000 Penalty: 5435.388184
	Iteration 31Q: 3 clusters Score -6961088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 57093 members 
Entering Unmasked Estep 
Score: -6961091.500000 Penalty: 5435.388184
	Iteration 32Q: 3 clusters Score -6961092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 57094 members 
Entering Unmasked Estep 
Score: -6961092.000000 Penalty: 5435.388184
	Iteration 33Q: 3 clusters Score -6961092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 57094 members 
Entering Unmasked Estep 
Score: -6961092.000000 Penalty: 5435.388184
	Iteration 34F: 3 clusters Score -6961092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (310314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310314 members 
Entering Unmasked Estep 
Score: -38451336.000000 Penalty: 3136.044434
	Iteration 0F: 2 clusters Score -3.845134e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155526 members 
Mstep: Class 2 contains 154788 members 
Entering Unmasked Estep 
Score: -38263808.000000 Penalty: 6272.088867
	Iteration 0F: 3 clusters Score -3.826381e+07 nChanged 150455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164369 members 
Mstep: Class 2 contains 145945 members 
Entering Unmasked Estep 
Score: -38352992.000000 Penalty: 6272.088867
	Iteration 1F: 3 clusters Score -3.835299e+07 nChanged 8934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170327 members 
Mstep: Class 2 contains 139987 members 
Entering Unmasked Estep 
Score: -38355120.000000 Penalty: 6272.088867
	Iteration 2Q: 3 clusters Score -3.835512e+07 nChanged 11323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179528 members 
Mstep: Class 2 contains 130786 members 
Entering Unmasked Estep 
Score: -38358756.000000 Penalty: 6272.088867
	Iteration 3Q: 3 clusters Score -3.835876e+07 nChanged 15332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193598 members 
Mstep: Class 2 contains 116716 members 
Entering Unmasked Estep 
Score: -38365032.000000 Penalty: 6272.088867
	Iteration 4Q: 3 clusters Score -3.836503e+07 nChanged 20931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213861 members 
Mstep: Class 2 contains 96453 members 
Entering Unmasked Estep 
Score: -38376828.000000 Penalty: 6272.088867
	Iteration 5F: 3 clusters Score -3.837683e+07 nChanged 25785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239350 members 
Mstep: Class 2 contains 70964 members 
Entering Unmasked Estep 
Score: -38393660.000000 Penalty: 6272.088867
	Iteration 6F: 3 clusters Score -3.839366e+07 nChanged 25932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265142 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -38413064.000000 Penalty: 6272.088867
	Iteration 7F: 3 clusters Score -3.841306e+07 nChanged 19505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284557 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -38429440.000000 Penalty: 6272.088867
	Iteration 8F: 3 clusters Score -3.842944e+07 nChanged 11433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295906 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -38442564.000000 Penalty: 6272.088867
	Iteration 9Q: 3 clusters Score -3.844256e+07 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301846 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -38448432.000000 Penalty: 6272.088867
	Iteration 10Q: 3 clusters Score -3.844843e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305059 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -38450280.000000 Penalty: 6272.088867
	Iteration 11Q: 3 clusters Score -3.845028e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306735 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -38450636.000000 Penalty: 6272.088867
	Iteration 12Q: 3 clusters Score -3.845064e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307603 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -38450776.000000 Penalty: 6272.088867
	Iteration 13Q: 3 clusters Score -3.845078e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308094 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -38450604.000000 Penalty: 6272.088867
	Iteration 14Q: 3 clusters Score -3.84506e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308368 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -38450628.000000 Penalty: 6272.088867
	Iteration 15Q: 3 clusters Score -3.845063e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308536 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -38450628.000000 Penalty: 6272.088867
	Iteration 16Q: 3 clusters Score -3.845063e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308636 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -38450576.000000 Penalty: 6272.088867
	Iteration 17Q: 3 clusters Score -3.845058e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308711 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -38450568.000000 Penalty: 6272.088867
	Iteration 18Q: 3 clusters Score -3.845057e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308759 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -38450636.000000 Penalty: 6272.088867
	Iteration 19Q: 3 clusters Score -3.845064e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308807 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -38450616.000000 Penalty: 6272.088867
	Iteration 20F: 3 clusters Score -3.845062e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308846 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -38450600.000000 Penalty: 6272.088867
	Iteration 21Q: 3 clusters Score -3.84506e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308882 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -38450552.000000 Penalty: 6272.088867
	Iteration 22Q: 3 clusters Score -3.845055e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308909 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -38450544.000000 Penalty: 6272.088867
	Iteration 23Q: 3 clusters Score -3.845054e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308934 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -38450528.000000 Penalty: 6272.088867
	Iteration 24Q: 3 clusters Score -3.845053e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308958 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -38450512.000000 Penalty: 6272.088867
	Iteration 25Q: 3 clusters Score -3.845051e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308980 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -38450524.000000 Penalty: 6272.088867
	Iteration 26Q: 3 clusters Score -3.845052e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309006 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -38450484.000000 Penalty: 6272.088867
	Iteration 27Q: 3 clusters Score -3.845048e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309035 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -38450520.000000 Penalty: 6272.088867
	Iteration 28Q: 3 clusters Score -3.845052e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309051 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -38450500.000000 Penalty: 6272.088867
	Iteration 29Q: 3 clusters Score -3.84505e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309068 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -38450480.000000 Penalty: 6272.088867
	Iteration 30Q: 3 clusters Score -3.845048e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309073 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -38450468.000000 Penalty: 6272.088867
	Iteration 31Q: 3 clusters Score -3.845047e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309076 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -38450472.000000 Penalty: 6272.088867
	Iteration 32Q: 3 clusters Score -3.845047e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309082 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -38450484.000000 Penalty: 6272.088867
	Iteration 33Q: 3 clusters Score -3.845048e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309093 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -38450468.000000 Penalty: 6272.088867
	Iteration 34Q: 3 clusters Score -3.845047e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309104 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -38450476.000000 Penalty: 6272.088867
	Iteration 35Q: 3 clusters Score -3.845048e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309110 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -38450476.000000 Penalty: 6272.088867
	Iteration 36Q: 3 clusters Score -3.845048e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309123 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -38450496.000000 Penalty: 6272.088867
	Iteration 37Q: 3 clusters Score -3.84505e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309121 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -38450528.000000 Penalty: 6272.088867
	Iteration 38Q: 3 clusters Score -3.845053e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309123 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -38450508.000000 Penalty: 6272.088867
	Iteration 39Q: 3 clusters Score -3.845051e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309126 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -38450532.000000 Penalty: 6272.088867
	Iteration 40F: 3 clusters Score -3.845053e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309133 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -38450496.000000 Penalty: 6272.088867
	Iteration 41Q: 3 clusters Score -3.84505e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309137 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -38450488.000000 Penalty: 6272.088867
	Iteration 42Q: 3 clusters Score -3.845049e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309142 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -38450492.000000 Penalty: 6272.088867
	Iteration 43Q: 3 clusters Score -3.845049e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309144 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -38450496.000000 Penalty: 6272.088867
	Iteration 44Q: 3 clusters Score -3.84505e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309145 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -38450484.000000 Penalty: 6272.088867
	Iteration 45Q: 3 clusters Score -3.845048e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309149 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -38450456.000000 Penalty: 6272.088867
	Iteration 46Q: 3 clusters Score -3.845046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309148 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -38450460.000000 Penalty: 6272.088867
	Iteration 47Q: 3 clusters Score -3.845046e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309146 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -38450464.000000 Penalty: 6272.088867
	Iteration 48Q: 3 clusters Score -3.845046e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309144 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -38450460.000000 Penalty: 6272.088867
	Iteration 49Q: 3 clusters Score -3.845046e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309145 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -38450468.000000 Penalty: 6272.088867
	Iteration 50Q: 3 clusters Score -3.845047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309146 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -38450472.000000 Penalty: 6272.088867
	Iteration 51Q: 3 clusters Score -3.845047e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309148 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -38450464.000000 Penalty: 6272.088867
	Iteration 52Q: 3 clusters Score -3.845046e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309151 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -38450476.000000 Penalty: 6272.088867
	Iteration 53Q: 3 clusters Score -3.845048e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309154 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -38450468.000000 Penalty: 6272.088867
	Iteration 54Q: 3 clusters Score -3.845047e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309154 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -38450472.000000 Penalty: 6272.088867
	Iteration 55Q: 3 clusters Score -3.845047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309155 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -38450496.000000 Penalty: 6272.088867
	Iteration 56Q: 3 clusters Score -3.84505e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309156 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -38450480.000000 Penalty: 6272.088867
	Iteration 57Q: 3 clusters Score -3.845048e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309156 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -38450484.000000 Penalty: 6272.088867
	Iteration 58Q: 3 clusters Score -3.845048e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309156 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -38450468.000000 Penalty: 6272.088867
	Iteration 59Q: 3 clusters Score -3.845047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309155 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -38450480.000000 Penalty: 6272.088867
	Iteration 60F: 3 clusters Score -3.845048e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309153 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -38450472.000000 Penalty: 6272.088867
	Iteration 61Q: 3 clusters Score -3.845047e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309153 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -38450460.000000 Penalty: 6272.088867
	Iteration 62Q: 3 clusters Score -3.845046e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309150 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -38450472.000000 Penalty: 6272.088867
	Iteration 63Q: 3 clusters Score -3.845047e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309147 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -38450496.000000 Penalty: 6272.088867
	Iteration 64Q: 3 clusters Score -3.84505e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309139 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -38450504.000000 Penalty: 6272.088867
	Iteration 65Q: 3 clusters Score -3.84505e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309135 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -38450536.000000 Penalty: 6272.088867
	Iteration 66Q: 3 clusters Score -3.845054e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309134 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -38450548.000000 Penalty: 6272.088867
	Iteration 67Q: 3 clusters Score -3.845055e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309133 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -38450548.000000 Penalty: 6272.088867
	Iteration 68Q: 3 clusters Score -3.845055e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309129 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -38450572.000000 Penalty: 6272.088867
	Iteration 69Q: 3 clusters Score -3.845057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309131 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -38450552.000000 Penalty: 6272.088867
	Iteration 70Q: 3 clusters Score -3.845055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309133 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -38450532.000000 Penalty: 6272.088867
	Iteration 71Q: 3 clusters Score -3.845053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309133 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -38450540.000000 Penalty: 6272.088867
	Iteration 72Q: 3 clusters Score -3.845054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309133 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -38450540.000000 Penalty: 6272.088867
	Iteration 73Q: 3 clusters Score -3.845054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309133 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -38450540.000000 Penalty: 6272.088867
	Iteration 74Q: 3 clusters Score -3.845054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309131 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -38450560.000000 Penalty: 6272.088867
	Iteration 75Q: 3 clusters Score -3.845056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309129 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -38450560.000000 Penalty: 6272.088867
	Iteration 76Q: 3 clusters Score -3.845056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309130 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -38450564.000000 Penalty: 6272.088867
	Iteration 77Q: 3 clusters Score -3.845056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309131 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -38450564.000000 Penalty: 6272.088867
	Iteration 78Q: 3 clusters Score -3.845056e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309131 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -38450564.000000 Penalty: 6272.088867
	Iteration 79F: 3 clusters Score -3.845056e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Entering Unmasked Estep 
Score: -602706.500000 Penalty: 2098.129395
	Iteration 0F: 2 clusters Score -602706.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -598299.062500 Penalty: 4196.258789
	Iteration 0F: 3 clusters Score -598299.1 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -599309.375000 Penalty: 4196.258789
	Iteration 1F: 3 clusters Score -599309.4 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -599510.562500 Penalty: 4196.258789
	Iteration 2F: 3 clusters Score -599510.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -599650.187500 Penalty: 4196.258789
	Iteration 3Q: 3 clusters Score -599650.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -599742.937500 Penalty: 4196.258789
	Iteration 4Q: 3 clusters Score -599742.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -599814.812500 Penalty: 4196.258789
	Iteration 5Q: 3 clusters Score -599814.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -599857.812500 Penalty: 4196.258789
	Iteration 6Q: 3 clusters Score -599857.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -599880.687500 Penalty: 4196.258789
	Iteration 7Q: 3 clusters Score -599880.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -599899.812500 Penalty: 4196.258789
	Iteration 8Q: 3 clusters Score -599899.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -599915.062500 Penalty: 4196.258789
	Iteration 9Q: 3 clusters Score -599915.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -599929.375000 Penalty: 4196.258789
	Iteration 10Q: 3 clusters Score -599929.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -599944.187500 Penalty: 4196.258789
	Iteration 11Q: 3 clusters Score -599944.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -599957.687500 Penalty: 4196.258789
	Iteration 12Q: 3 clusters Score -599957.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -599966.812500 Penalty: 4196.258789
	Iteration 13Q: 3 clusters Score -599966.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -599975.125000 Penalty: 4196.258789
	Iteration 14Q: 3 clusters Score -599975.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -599984.687500 Penalty: 4196.258789
	Iteration 15Q: 3 clusters Score -599984.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -599990.187500 Penalty: 4196.258789
	Iteration 16Q: 3 clusters Score -599990.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -599995.875000 Penalty: 4196.258789
	Iteration 17Q: 3 clusters Score -599995.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -600003.625000 Penalty: 4196.258789
	Iteration 18Q: 3 clusters Score -600003.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -600010.687500 Penalty: 4196.258789
	Iteration 19Q: 3 clusters Score -600010.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -600013.875000 Penalty: 4196.258789
	Iteration 20F: 3 clusters Score -600013.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -600017.937500 Penalty: 4196.258789
	Iteration 21Q: 3 clusters Score -600017.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -600021.062500 Penalty: 4196.258789
	Iteration 22Q: 3 clusters Score -600021.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -600025.187500 Penalty: 4196.258789
	Iteration 23Q: 3 clusters Score -600025.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -600029.437500 Penalty: 4196.258789
	Iteration 24Q: 3 clusters Score -600029.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -600034.312500 Penalty: 4196.258789
	Iteration 25Q: 3 clusters Score -600034.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -600036.250000 Penalty: 4196.258789
	Iteration 26Q: 3 clusters Score -600036.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -600039.812500 Penalty: 4196.258789
	Iteration 27Q: 3 clusters Score -600039.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -600043.250000 Penalty: 4196.258789
	Iteration 28Q: 3 clusters Score -600043.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -600046.000000 Penalty: 4196.258789
	Iteration 29Q: 3 clusters Score -600046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -600048.625000 Penalty: 4196.258789
	Iteration 30Q: 3 clusters Score -600048.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -600053.062500 Penalty: 4196.258789
	Iteration 31Q: 3 clusters Score -600053.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -600053.812500 Penalty: 4196.258789
	Iteration 32Q: 3 clusters Score -600053.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -600057.000000 Penalty: 4196.258789
	Iteration 33Q: 3 clusters Score -600057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -600056.687500 Penalty: 4196.258789
	Iteration 34Q: 3 clusters Score -600056.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -600056.625000 Penalty: 4196.258789
	Iteration 35Q: 3 clusters Score -600056.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -600055.937500 Penalty: 4196.258789
	Iteration 36Q: 3 clusters Score -600055.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -600058.187500 Penalty: 4196.258789
	Iteration 37Q: 3 clusters Score -600058.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -600061.625000 Penalty: 4196.258789
	Iteration 38Q: 3 clusters Score -600061.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -600063.687500 Penalty: 4196.258789
	Iteration 39Q: 3 clusters Score -600063.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -600065.187500 Penalty: 4196.258789
	Iteration 40F: 3 clusters Score -600065.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -600068.312500 Penalty: 4196.258789
	Iteration 41Q: 3 clusters Score -600068.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -600071.000000 Penalty: 4196.258789
	Iteration 42Q: 3 clusters Score -600071 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -600077.312500 Penalty: 4196.258789
	Iteration 43Q: 3 clusters Score -600077.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -600076.812500 Penalty: 4196.258789
	Iteration 44Q: 3 clusters Score -600076.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -600077.875000 Penalty: 4196.258789
	Iteration 45Q: 3 clusters Score -600077.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -600080.187500 Penalty: 4196.258789
	Iteration 46Q: 3 clusters Score -600080.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -600080.375000 Penalty: 4196.258789
	Iteration 47Q: 3 clusters Score -600080.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -600080.875000 Penalty: 4196.258789
	Iteration 48Q: 3 clusters Score -600080.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -600082.937500 Penalty: 4196.258789
	Iteration 49Q: 3 clusters Score -600082.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -600082.625000 Penalty: 4196.258789
	Iteration 50Q: 3 clusters Score -600082.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -600081.937500 Penalty: 4196.258789
	Iteration 51Q: 3 clusters Score -600081.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -600083.750000 Penalty: 4196.258789
	Iteration 52Q: 3 clusters Score -600083.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -600084.187500 Penalty: 4196.258789
	Iteration 53Q: 3 clusters Score -600084.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -600083.750000 Penalty: 4196.258789
	Iteration 54Q: 3 clusters Score -600083.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -600083.937500 Penalty: 4196.258789
	Iteration 55Q: 3 clusters Score -600083.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -600084.500000 Penalty: 4196.258789
	Iteration 56Q: 3 clusters Score -600084.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -600084.250000 Penalty: 4196.258789
	Iteration 57Q: 3 clusters Score -600084.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -600084.250000 Penalty: 4196.258789
	Iteration 58F: 3 clusters Score -600084.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (18594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Entering Unmasked Estep 
Score: -2333280.500000 Penalty: 2437.987305
	Iteration 0F: 2 clusters Score -2333280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -2320136.500000 Penalty: 4875.974609
	Iteration 0F: 3 clusters Score -2320136 nChanged 8110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -2324629.500000 Penalty: 4875.974609
	Iteration 1F: 3 clusters Score -2324630 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -2324995.000000 Penalty: 4875.974609
	Iteration 2F: 3 clusters Score -2324995 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -2325306.500000 Penalty: 4875.974609
	Iteration 3Q: 3 clusters Score -2325306 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -2325610.000000 Penalty: 4875.974609
	Iteration 4Q: 3 clusters Score -2325610 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -2325953.000000 Penalty: 4875.974609
	Iteration 5Q: 3 clusters Score -2325953 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -2326350.500000 Penalty: 4875.974609
	Iteration 6Q: 3 clusters Score -2326350 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -2326825.250000 Penalty: 4875.974609
	Iteration 7Q: 3 clusters Score -2326825 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -2327443.750000 Penalty: 4875.974609
	Iteration 8F: 3 clusters Score -2327444 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -2328107.000000 Penalty: 4875.974609
	Iteration 9F: 3 clusters Score -2328107 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -2328797.500000 Penalty: 4875.974609
	Iteration 10F: 3 clusters Score -2328798 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -2329468.250000 Penalty: 4875.974609
	Iteration 11Q: 3 clusters Score -2329468 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -2330002.250000 Penalty: 4875.974609
	Iteration 12Q: 3 clusters Score -2330002 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -2330347.250000 Penalty: 4875.974609
	Iteration 13Q: 3 clusters Score -2330347 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -2330582.750000 Penalty: 4875.974609
	Iteration 14Q: 3 clusters Score -2330583 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -2330735.000000 Penalty: 4875.974609
	Iteration 15Q: 3 clusters Score -2330735 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2330852.000000 Penalty: 4875.974609
	Iteration 16Q: 3 clusters Score -2330852 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2330959.500000 Penalty: 4875.974609
	Iteration 17Q: 3 clusters Score -2330960 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2331027.250000 Penalty: 4875.974609
	Iteration 18Q: 3 clusters Score -2331027 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2331067.000000 Penalty: 4875.974609
	Iteration 19Q: 3 clusters Score -2331067 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -2331106.250000 Penalty: 4875.974609
	Iteration 20F: 3 clusters Score -2331106 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2331131.750000 Penalty: 4875.974609
	Iteration 21Q: 3 clusters Score -2331132 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16229 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2331152.250000 Penalty: 4875.974609
	Iteration 22Q: 3 clusters Score -2331152 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2331170.000000 Penalty: 4875.974609
	Iteration 23Q: 3 clusters Score -2331170 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2331201.250000 Penalty: 4875.974609
	Iteration 24Q: 3 clusters Score -2331201 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2331227.750000 Penalty: 4875.974609
	Iteration 25Q: 3 clusters Score -2331228 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -2331243.750000 Penalty: 4875.974609
	Iteration 26Q: 3 clusters Score -2331244 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2331255.250000 Penalty: 4875.974609
	Iteration 27Q: 3 clusters Score -2331255 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2331283.500000 Penalty: 4875.974609
	Iteration 28Q: 3 clusters Score -2331284 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2331292.000000 Penalty: 4875.974609
	Iteration 29Q: 3 clusters Score -2331292 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -2331292.750000 Penalty: 4875.974609
	Iteration 30Q: 3 clusters Score -2331293 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2331306.500000 Penalty: 4875.974609
	Iteration 31Q: 3 clusters Score -2331306 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2331313.500000 Penalty: 4875.974609
	Iteration 32Q: 3 clusters Score -2331314 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2331320.000000 Penalty: 4875.974609
	Iteration 33Q: 3 clusters Score -2331320 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2331332.000000 Penalty: 4875.974609
	Iteration 34Q: 3 clusters Score -2331332 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2331353.250000 Penalty: 4875.974609
	Iteration 35Q: 3 clusters Score -2331353 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2331362.000000 Penalty: 4875.974609
	Iteration 36Q: 3 clusters Score -2331362 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2331370.750000 Penalty: 4875.974609
	Iteration 37Q: 3 clusters Score -2331371 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2331375.500000 Penalty: 4875.974609
	Iteration 38Q: 3 clusters Score -2331376 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2331385.500000 Penalty: 4875.974609
	Iteration 39Q: 3 clusters Score -2331386 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2331392.750000 Penalty: 4875.974609
	Iteration 40F: 3 clusters Score -2331393 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2331396.000000 Penalty: 4875.974609
	Iteration 41Q: 3 clusters Score -2331396 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2331402.000000 Penalty: 4875.974609
	Iteration 42Q: 3 clusters Score -2331402 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2331402.000000 Penalty: 4875.974609
	Iteration 43Q: 3 clusters Score -2331402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2331408.750000 Penalty: 4875.974609
	Iteration 44Q: 3 clusters Score -2331409 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -2331411.000000 Penalty: 4875.974609
	Iteration 45Q: 3 clusters Score -2331411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2331417.000000 Penalty: 4875.974609
	Iteration 46Q: 3 clusters Score -2331417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2331418.750000 Penalty: 4875.974609
	Iteration 47Q: 3 clusters Score -2331419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2331422.500000 Penalty: 4875.974609
	Iteration 48Q: 3 clusters Score -2331422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2331427.000000 Penalty: 4875.974609
	Iteration 49Q: 3 clusters Score -2331427 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2331425.250000 Penalty: 4875.974609
	Iteration 50Q: 3 clusters Score -2331425 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2331428.500000 Penalty: 4875.974609
	Iteration 51Q: 3 clusters Score -2331428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2331430.250000 Penalty: 4875.974609
	Iteration 52Q: 3 clusters Score -2331430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2331435.500000 Penalty: 4875.974609
	Iteration 53Q: 3 clusters Score -2331436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2331434.500000 Penalty: 4875.974609
	Iteration 54Q: 3 clusters Score -2331434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2331439.750000 Penalty: 4875.974609
	Iteration 55Q: 3 clusters Score -2331440 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2331451.000000 Penalty: 4875.974609
	Iteration 56Q: 3 clusters Score -2331451 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -2331452.500000 Penalty: 4875.974609
	Iteration 57Q: 3 clusters Score -2331452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2331460.000000 Penalty: 4875.974609
	Iteration 58Q: 3 clusters Score -2331460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2331465.250000 Penalty: 4875.974609
	Iteration 59Q: 3 clusters Score -2331465 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2331473.750000 Penalty: 4875.974609
	Iteration 60F: 3 clusters Score -2331474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2331475.750000 Penalty: 4875.974609
	Iteration 61Q: 3 clusters Score -2331476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2331475.000000 Penalty: 4875.974609
	Iteration 62Q: 3 clusters Score -2331475 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2331481.250000 Penalty: 4875.974609
	Iteration 63Q: 3 clusters Score -2331481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2331482.750000 Penalty: 4875.974609
	Iteration 64Q: 3 clusters Score -2331483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2331483.500000 Penalty: 4875.974609
	Iteration 65Q: 3 clusters Score -2331484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2331484.000000 Penalty: 4875.974609
	Iteration 66Q: 3 clusters Score -2331484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2331487.500000 Penalty: 4875.974609
	Iteration 67Q: 3 clusters Score -2331488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2331490.750000 Penalty: 4875.974609
	Iteration 68Q: 3 clusters Score -2331491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2331492.500000 Penalty: 4875.974609
	Iteration 69Q: 3 clusters Score -2331492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2331492.250000 Penalty: 4875.974609
	Iteration 70Q: 3 clusters Score -2331492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2331494.000000 Penalty: 4875.974609
	Iteration 71Q: 3 clusters Score -2331494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2331494.750000 Penalty: 4875.974609
	Iteration 72Q: 3 clusters Score -2331495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2331493.500000 Penalty: 4875.974609
	Iteration 73Q: 3 clusters Score -2331494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2331494.500000 Penalty: 4875.974609
	Iteration 74Q: 3 clusters Score -2331494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2331495.000000 Penalty: 4875.974609
	Iteration 75Q: 3 clusters Score -2331495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2331495.250000 Penalty: 4875.974609
	Iteration 76Q: 3 clusters Score -2331495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2331496.250000 Penalty: 4875.974609
	Iteration 77Q: 3 clusters Score -2331496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2331501.500000 Penalty: 4875.974609
	Iteration 78Q: 3 clusters Score -2331502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2331502.250000 Penalty: 4875.974609
	Iteration 79Q: 3 clusters Score -2331502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2331501.000000 Penalty: 4875.974609
	Iteration 80F: 3 clusters Score -2331501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2331501.750000 Penalty: 4875.974609
	Iteration 81Q: 3 clusters Score -2331502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2331503.250000 Penalty: 4875.974609
	Iteration 82Q: 3 clusters Score -2331503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2331506.750000 Penalty: 4875.974609
	Iteration 83Q: 3 clusters Score -2331507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2331510.500000 Penalty: 4875.974609
	Iteration 84Q: 3 clusters Score -2331510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2331514.000000 Penalty: 4875.974609
	Iteration 85Q: 3 clusters Score -2331514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2331518.750000 Penalty: 4875.974609
	Iteration 86Q: 3 clusters Score -2331519 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2331518.000000 Penalty: 4875.974609
	Iteration 87Q: 3 clusters Score -2331518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2331517.000000 Penalty: 4875.974609
	Iteration 88Q: 3 clusters Score -2331517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2331520.500000 Penalty: 4875.974609
	Iteration 89Q: 3 clusters Score -2331520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2331523.500000 Penalty: 4875.974609
	Iteration 90Q: 3 clusters Score -2331524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2331528.000000 Penalty: 4875.974609
	Iteration 91Q: 3 clusters Score -2331528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2331531.000000 Penalty: 4875.974609
	Iteration 92Q: 3 clusters Score -2331531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -2331527.750000 Penalty: 4875.974609
	Iteration 93Q: 3 clusters Score -2331528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2331531.000000 Penalty: 4875.974609
	Iteration 94Q: 3 clusters Score -2331531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2331530.250000 Penalty: 4875.974609
	Iteration 95Q: 3 clusters Score -2331530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2331530.500000 Penalty: 4875.974609
	Iteration 96Q: 3 clusters Score -2331530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2331529.000000 Penalty: 4875.974609
	Iteration 97Q: 3 clusters Score -2331529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2331528.500000 Penalty: 4875.974609
	Iteration 98Q: 3 clusters Score -2331528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17520 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2331528.500000 Penalty: 4875.974609
	Iteration 99F: 3 clusters Score -2331528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Entering Unmasked Estep 
Score: -456815.562500 Penalty: 2043.615479
	Iteration 0F: 2 clusters Score -456815.6 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 1869 members 
Entering Unmasked Estep 
Score: -453027.406250 Penalty: 4087.230957
	Iteration 0F: 3 clusters Score -453027.4 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -453804.187500 Penalty: 4087.230957
	Iteration 1F: 3 clusters Score -453804.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -453996.312500 Penalty: 4087.230957
	Iteration 2F: 3 clusters Score -453996.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -454109.125000 Penalty: 4087.230957
	Iteration 3F: 3 clusters Score -454109.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -454185.343750 Penalty: 4087.230957
	Iteration 4Q: 3 clusters Score -454185.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -454241.468750 Penalty: 4087.230957
	Iteration 5Q: 3 clusters Score -454241.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -454293.531250 Penalty: 4087.230957
	Iteration 6Q: 3 clusters Score -454293.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -454334.968750 Penalty: 4087.230957
	Iteration 7Q: 3 clusters Score -454335 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -454369.968750 Penalty: 4087.230957
	Iteration 8Q: 3 clusters Score -454370 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -454395.312500 Penalty: 4087.230957
	Iteration 9Q: 3 clusters Score -454395.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -454417.687500 Penalty: 4087.230957
	Iteration 10Q: 3 clusters Score -454417.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -454439.718750 Penalty: 4087.230957
	Iteration 11Q: 3 clusters Score -454439.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -454453.062500 Penalty: 4087.230957
	Iteration 12Q: 3 clusters Score -454453.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -454467.468750 Penalty: 4087.230957
	Iteration 13Q: 3 clusters Score -454467.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -454485.468750 Penalty: 4087.230957
	Iteration 14Q: 3 clusters Score -454485.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -454506.593750 Penalty: 4087.230957
	Iteration 15Q: 3 clusters Score -454506.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -454520.687500 Penalty: 4087.230957
	Iteration 16Q: 3 clusters Score -454520.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -454534.562500 Penalty: 4087.230957
	Iteration 17Q: 3 clusters Score -454534.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -454550.906250 Penalty: 4087.230957
	Iteration 18Q: 3 clusters Score -454550.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -454564.656250 Penalty: 4087.230957
	Iteration 19Q: 3 clusters Score -454564.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -454576.312500 Penalty: 4087.230957
	Iteration 20F: 3 clusters Score -454576.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -454582.406250 Penalty: 4087.230957
	Iteration 21Q: 3 clusters Score -454582.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -454588.250000 Penalty: 4087.230957
	Iteration 22Q: 3 clusters Score -454588.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -454597.656250 Penalty: 4087.230957
	Iteration 23Q: 3 clusters Score -454597.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -454603.500000 Penalty: 4087.230957
	Iteration 24Q: 3 clusters Score -454603.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -454608.250000 Penalty: 4087.230957
	Iteration 25Q: 3 clusters Score -454608.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -454614.656250 Penalty: 4087.230957
	Iteration 26Q: 3 clusters Score -454614.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -454621.625000 Penalty: 4087.230957
	Iteration 27Q: 3 clusters Score -454621.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -454629.500000 Penalty: 4087.230957
	Iteration 28Q: 3 clusters Score -454629.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -454642.593750 Penalty: 4087.230957
	Iteration 29Q: 3 clusters Score -454642.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -454660.968750 Penalty: 4087.230957
	Iteration 30Q: 3 clusters Score -454661 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -454677.531250 Penalty: 4087.230957
	Iteration 31Q: 3 clusters Score -454677.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -454692.468750 Penalty: 4087.230957
	Iteration 32Q: 3 clusters Score -454692.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -454711.062500 Penalty: 4087.230957
	Iteration 33Q: 3 clusters Score -454711.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -454728.187500 Penalty: 4087.230957
	Iteration 34Q: 3 clusters Score -454728.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -454748.000000 Penalty: 4087.230957
	Iteration 35Q: 3 clusters Score -454748 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -454764.031250 Penalty: 4087.230957
	Iteration 36Q: 3 clusters Score -454764 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -454774.062500 Penalty: 4087.230957
	Iteration 37Q: 3 clusters Score -454774.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -454782.968750 Penalty: 4087.230957
	Iteration 38Q: 3 clusters Score -454783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -454788.218750 Penalty: 4087.230957
	Iteration 39Q: 3 clusters Score -454788.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -454792.625000 Penalty: 4087.230957
	Iteration 40F: 3 clusters Score -454792.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -454797.406250 Penalty: 4087.230957
	Iteration 41Q: 3 clusters Score -454797.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -454801.281250 Penalty: 4087.230957
	Iteration 42Q: 3 clusters Score -454801.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -454805.062500 Penalty: 4087.230957
	Iteration 43Q: 3 clusters Score -454805.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -454807.781250 Penalty: 4087.230957
	Iteration 44Q: 3 clusters Score -454807.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -454812.187500 Penalty: 4087.230957
	Iteration 45Q: 3 clusters Score -454812.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -454814.468750 Penalty: 4087.230957
	Iteration 46Q: 3 clusters Score -454814.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -454816.875000 Penalty: 4087.230957
	Iteration 47Q: 3 clusters Score -454816.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -454819.218750 Penalty: 4087.230957
	Iteration 48Q: 3 clusters Score -454819.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -454819.343750 Penalty: 4087.230957
	Iteration 49Q: 3 clusters Score -454819.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -454821.125000 Penalty: 4087.230957
	Iteration 50Q: 3 clusters Score -454821.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -454823.062500 Penalty: 4087.230957
	Iteration 51Q: 3 clusters Score -454823.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -454827.062500 Penalty: 4087.230957
	Iteration 52Q: 3 clusters Score -454827.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -454828.937500 Penalty: 4087.230957
	Iteration 53Q: 3 clusters Score -454828.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -454830.375000 Penalty: 4087.230957
	Iteration 54Q: 3 clusters Score -454830.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -454830.531250 Penalty: 4087.230957
	Iteration 55Q: 3 clusters Score -454830.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -454831.000000 Penalty: 4087.230957
	Iteration 56Q: 3 clusters Score -454831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -454831.500000 Penalty: 4087.230957
	Iteration 57Q: 3 clusters Score -454831.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -454832.656250 Penalty: 4087.230957
	Iteration 58Q: 3 clusters Score -454832.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -454833.468750 Penalty: 4087.230957
	Iteration 59Q: 3 clusters Score -454833.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -454834.125000 Penalty: 4087.230957
	Iteration 60F: 3 clusters Score -454834.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Entering Unmasked Estep 
Score: -1418693.375000 Penalty: 2314.869141
	Iteration 0F: 2 clusters Score -1418693 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1410192.875000 Penalty: 4629.738281
	Iteration 0F: 3 clusters Score -1410193 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1412646.500000 Penalty: 4629.738281
	Iteration 1F: 3 clusters Score -1412646 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1412920.500000 Penalty: 4629.738281
	Iteration 2F: 3 clusters Score -1412920 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1413119.750000 Penalty: 4629.738281
	Iteration 3Q: 3 clusters Score -1413120 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1413286.375000 Penalty: 4629.738281
	Iteration 4Q: 3 clusters Score -1413286 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1413444.750000 Penalty: 4629.738281
	Iteration 5Q: 3 clusters Score -1413445 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1413592.250000 Penalty: 4629.738281
	Iteration 6Q: 3 clusters Score -1413592 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1413742.000000 Penalty: 4629.738281
	Iteration 7Q: 3 clusters Score -1413742 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1413894.250000 Penalty: 4629.738281
	Iteration 8Q: 3 clusters Score -1413894 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1414098.500000 Penalty: 4629.738281
	Iteration 9Q: 3 clusters Score -1414098 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1414373.125000 Penalty: 4629.738281
	Iteration 10Q: 3 clusters Score -1414373 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1414842.000000 Penalty: 4629.738281
	Iteration 11Q: 3 clusters Score -1414842 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1415893.875000 Penalty: 4629.738281
	Iteration 12F: 3 clusters Score -1415894 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1418271.750000 Penalty: 4629.738281
	Iteration 13F: 3 clusters Score -1418272 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1423407.375000 Penalty: 4629.738281
	Iteration 14F: 3 clusters Score -1423407 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1426461.875000 Penalty: 4629.738281
	Iteration 15Q: 3 clusters Score -1426462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1426515.375000 Penalty: 4629.738281
	Iteration 16Q: 3 clusters Score -1426515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1426515.375000 Penalty: 4629.738281
	Iteration 17F: 3 clusters Score -1426515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 11778 members 
Mstep: Class 3 contains 426 members 
Mstep: Class 4 contains 4927 members 
Mstep: Class 5 contains 57437 members 
Mstep: Class 6 contains 310314 members 
Mstep: Class 7 contains 4723 members 
Mstep: Class 8 contains 18594 members 
Mstep: Class 9 contains 3791 members 
Mstep: Class 10 contains 6609 members 
Mstep: Class 11 contains 21853 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 171882 members 
Mstep: Class 15 contains 61604 members 
Mstep: Class 16 contains 2318 members 
Mstep: Class 17 contains 99934 members 
Mstep: Class 18 contains 4709 members 
Mstep: Class 19 contains 35119 members 
Mstep: Class 20 contains 2545 members 
Mstep: Class 21 contains 14541 members 
Mstep: Class 22 contains 2651 members 
Mstep: Class 23 contains 2216 members 
Entering Unmasked Estep 
Score: -104747960.000000 Penalty: 77926.218750
Splitting cluster 10 changes total score from -104740552.000000 to -104747960.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 11 (21853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Entering Unmasked Estep 
Score: -2626356.750000 Penalty: 2478.039062
	Iteration 0F: 2 clusters Score -2626357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -2611007.500000 Penalty: 4956.078125
	Iteration 0F: 3 clusters Score -2611008 nChanged 9811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -2616382.750000 Penalty: 4956.078125
	Iteration 1F: 3 clusters Score -2616383 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -2616789.750000 Penalty: 4956.078125
	Iteration 2F: 3 clusters Score -2616790 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -2617209.250000 Penalty: 4956.078125
	Iteration 3Q: 3 clusters Score -2617209 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -2617656.500000 Penalty: 4956.078125
	Iteration 4Q: 3 clusters Score -2617656 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -2618150.750000 Penalty: 4956.078125
	Iteration 5Q: 3 clusters Score -2618151 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -2618772.500000 Penalty: 4956.078125
	Iteration 6F: 3 clusters Score -2618772 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -2619502.750000 Penalty: 4956.078125
	Iteration 7F: 3 clusters Score -2619503 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -2620300.000000 Penalty: 4956.078125
	Iteration 8F: 3 clusters Score -2620300 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 15636 members 
Entering Unmasked Estep 
Score: -2620979.250000 Penalty: 4956.078125
	Iteration 9F: 3 clusters Score -2620979 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -2621420.000000 Penalty: 4956.078125
	Iteration 10Q: 3 clusters Score -2621420 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -2621734.000000 Penalty: 4956.078125
	Iteration 11Q: 3 clusters Score -2621734 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -2621996.250000 Penalty: 4956.078125
	Iteration 12Q: 3 clusters Score -2621996 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -2622225.000000 Penalty: 4956.078125
	Iteration 13Q: 3 clusters Score -2622225 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -2622428.750000 Penalty: 4956.078125
	Iteration 14Q: 3 clusters Score -2622429 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -2622626.500000 Penalty: 4956.078125
	Iteration 15Q: 3 clusters Score -2622626 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -2622841.000000 Penalty: 4956.078125
	Iteration 16Q: 3 clusters Score -2622841 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -2623027.500000 Penalty: 4956.078125
	Iteration 17Q: 3 clusters Score -2623028 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -2623194.250000 Penalty: 4956.078125
	Iteration 18Q: 3 clusters Score -2623194 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -2623382.000000 Penalty: 4956.078125
	Iteration 19Q: 3 clusters Score -2623382 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -2623548.500000 Penalty: 4956.078125
	Iteration 20F: 3 clusters Score -2623548 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -2623708.750000 Penalty: 4956.078125
	Iteration 21Q: 3 clusters Score -2623709 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -2623823.000000 Penalty: 4956.078125
	Iteration 22Q: 3 clusters Score -2623823 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -2623914.000000 Penalty: 4956.078125
	Iteration 23Q: 3 clusters Score -2623914 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -2623975.750000 Penalty: 4956.078125
	Iteration 24Q: 3 clusters Score -2623976 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -2624016.000000 Penalty: 4956.078125
	Iteration 25Q: 3 clusters Score -2624016 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -2624063.250000 Penalty: 4956.078125
	Iteration 26Q: 3 clusters Score -2624063 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -2624096.500000 Penalty: 4956.078125
	Iteration 27Q: 3 clusters Score -2624096 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -2624123.500000 Penalty: 4956.078125
	Iteration 28Q: 3 clusters Score -2624124 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -2624141.500000 Penalty: 4956.078125
	Iteration 29Q: 3 clusters Score -2624142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -2624158.750000 Penalty: 4956.078125
	Iteration 30Q: 3 clusters Score -2624159 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -2624173.250000 Penalty: 4956.078125
	Iteration 31Q: 3 clusters Score -2624173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
Score: -2624183.500000 Penalty: 4956.078125
	Iteration 32Q: 3 clusters Score -2624184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 21317 members 
Entering Unmasked Estep 
Score: -2624198.250000 Penalty: 4956.078125
	Iteration 33Q: 3 clusters Score -2624198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -2624212.250000 Penalty: 4956.078125
	Iteration 34Q: 3 clusters Score -2624212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -2624217.750000 Penalty: 4956.078125
	Iteration 35Q: 3 clusters Score -2624218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -2624225.000000 Penalty: 4956.078125
	Iteration 36Q: 3 clusters Score -2624225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -2624227.500000 Penalty: 4956.078125
	Iteration 37Q: 3 clusters Score -2624228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -2624224.500000 Penalty: 4956.078125
	Iteration 38Q: 3 clusters Score -2624224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -2624226.250000 Penalty: 4956.078125
	Iteration 39Q: 3 clusters Score -2624226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -2624230.500000 Penalty: 4956.078125
	Iteration 40F: 3 clusters Score -2624230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -2624230.500000 Penalty: 4956.078125
	Iteration 41Q: 3 clusters Score -2624230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -2624237.000000 Penalty: 4956.078125
	Iteration 42Q: 3 clusters Score -2624237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -2624236.750000 Penalty: 4956.078125
	Iteration 43Q: 3 clusters Score -2624237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -2624241.750000 Penalty: 4956.078125
	Iteration 44Q: 3 clusters Score -2624242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -2624241.750000 Penalty: 4956.078125
	Iteration 45Q: 3 clusters Score -2624242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -2624242.750000 Penalty: 4956.078125
	Iteration 46Q: 3 clusters Score -2624243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -2624243.250000 Penalty: 4956.078125
	Iteration 47Q: 3 clusters Score -2624243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -2624247.250000 Penalty: 4956.078125
	Iteration 48Q: 3 clusters Score -2624247 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -2624247.250000 Penalty: 4956.078125
	Iteration 49F: 3 clusters Score -2624247 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Entering Unmasked Estep 
Score: -160329.031250 Penalty: 1793.359131
	Iteration 0F: 2 clusters Score -160329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -158171.562500 Penalty: 3586.718262
	Iteration 0F: 3 clusters Score -158171.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -158710.984375 Penalty: 3586.718262
	Iteration 1F: 3 clusters Score -158711 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -159085.937500 Penalty: 3586.718262
	Iteration 2F: 3 clusters Score -159085.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -159418.390625 Penalty: 3586.718262
	Iteration 3F: 3 clusters Score -159418.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -159636.234375 Penalty: 3586.718262
	Iteration 4F: 3 clusters Score -159636.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -159776.984375 Penalty: 3586.718262
	Iteration 5Q: 3 clusters Score -159777 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -159857.406250 Penalty: 3586.718262
	Iteration 6Q: 3 clusters Score -159857.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -159906.265625 Penalty: 3586.718262
	Iteration 7Q: 3 clusters Score -159906.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -159951.843750 Penalty: 3586.718262
	Iteration 8Q: 3 clusters Score -159951.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -159981.437500 Penalty: 3586.718262
	Iteration 9Q: 3 clusters Score -159981.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -160005.156250 Penalty: 3586.718262
	Iteration 10Q: 3 clusters Score -160005.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -160030.531250 Penalty: 3586.718262
	Iteration 11Q: 3 clusters Score -160030.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -160055.531250 Penalty: 3586.718262
	Iteration 12Q: 3 clusters Score -160055.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -160063.531250 Penalty: 3586.718262
	Iteration 13Q: 3 clusters Score -160063.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -160070.890625 Penalty: 3586.718262
	Iteration 14Q: 3 clusters Score -160070.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -160075.531250 Penalty: 3586.718262
	Iteration 15Q: 3 clusters Score -160075.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -160078.656250 Penalty: 3586.718262
	Iteration 16Q: 3 clusters Score -160078.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -160079.875000 Penalty: 3586.718262
	Iteration 17Q: 3 clusters Score -160079.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -160083.593750 Penalty: 3586.718262
	Iteration 18Q: 3 clusters Score -160083.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -160086.312500 Penalty: 3586.718262
	Iteration 19Q: 3 clusters Score -160086.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -160088.140625 Penalty: 3586.718262
	Iteration 20F: 3 clusters Score -160088.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -160092.796875 Penalty: 3586.718262
	Iteration 21Q: 3 clusters Score -160092.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -160100.031250 Penalty: 3586.718262
	Iteration 22Q: 3 clusters Score -160100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -160100.781250 Penalty: 3586.718262
	Iteration 23Q: 3 clusters Score -160100.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -160102.890625 Penalty: 3586.718262
	Iteration 24Q: 3 clusters Score -160102.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -160104.671875 Penalty: 3586.718262
	Iteration 25Q: 3 clusters Score -160104.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -160105.171875 Penalty: 3586.718262
	Iteration 26Q: 3 clusters Score -160105.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -160105.843750 Penalty: 3586.718262
	Iteration 27Q: 3 clusters Score -160105.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -160107.031250 Penalty: 3586.718262
	Iteration 28Q: 3 clusters Score -160107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -160107.031250 Penalty: 3586.718262
	Iteration 29F: 3 clusters Score -160107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (171882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171882 members 
Entering Unmasked Estep 
Score: -21387898.000000 Penalty: 2989.531738
	Iteration 0F: 2 clusters Score -2.13879e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85870 members 
Mstep: Class 2 contains 86012 members 
Entering Unmasked Estep 
Score: -21276230.000000 Penalty: 5979.063477
	Iteration 0F: 3 clusters Score -2.127623e+07 nChanged 81832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86492 members 
Mstep: Class 2 contains 85390 members 
Entering Unmasked Estep 
Score: -21323940.000000 Penalty: 5979.063477
	Iteration 1F: 3 clusters Score -2.132394e+07 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86966 members 
Mstep: Class 2 contains 84916 members 
Entering Unmasked Estep 
Score: -21325646.000000 Penalty: 5979.063477
	Iteration 2Q: 3 clusters Score -2.132565e+07 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87689 members 
Mstep: Class 2 contains 84193 members 
Entering Unmasked Estep 
Score: -21327826.000000 Penalty: 5979.063477
	Iteration 3Q: 3 clusters Score -2.132783e+07 nChanged 7399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88704 members 
Mstep: Class 2 contains 83178 members 
Entering Unmasked Estep 
Score: -21331082.000000 Penalty: 5979.063477
	Iteration 4Q: 3 clusters Score -2.133108e+07 nChanged 8911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90369 members 
Mstep: Class 2 contains 81513 members 
Entering Unmasked Estep 
Score: -21335926.000000 Penalty: 5979.063477
	Iteration 5F: 3 clusters Score -2.133593e+07 nChanged 10355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92836 members 
Mstep: Class 2 contains 79046 members 
Entering Unmasked Estep 
Score: -21342268.000000 Penalty: 5979.063477
	Iteration 6F: 3 clusters Score -2.134227e+07 nChanged 11444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96102 members 
Mstep: Class 2 contains 75780 members 
Entering Unmasked Estep 
Score: -21350514.000000 Penalty: 5979.063477
	Iteration 7F: 3 clusters Score -2.135051e+07 nChanged 11411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99523 members 
Mstep: Class 2 contains 72359 members 
Entering Unmasked Estep 
Score: -21358746.000000 Penalty: 5979.063477
	Iteration 8F: 3 clusters Score -2.135875e+07 nChanged 9978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102357 members 
Mstep: Class 2 contains 69525 members 
Entering Unmasked Estep 
Score: -21365056.000000 Penalty: 5979.063477
	Iteration 9F: 3 clusters Score -2.136506e+07 nChanged 6988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104487 members 
Mstep: Class 2 contains 67395 members 
Entering Unmasked Estep 
Score: -21367570.000000 Penalty: 5979.063477
	Iteration 10Q: 3 clusters Score -2.136757e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106378 members 
Mstep: Class 2 contains 65504 members 
Entering Unmasked Estep 
Score: -21368760.000000 Penalty: 5979.063477
	Iteration 11Q: 3 clusters Score -2.136876e+07 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108285 members 
Mstep: Class 2 contains 63597 members 
Entering Unmasked Estep 
Score: -21369692.000000 Penalty: 5979.063477
	Iteration 12Q: 3 clusters Score -2.136969e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110197 members 
Mstep: Class 2 contains 61685 members 
Entering Unmasked Estep 
Score: -21370422.000000 Penalty: 5979.063477
	Iteration 13Q: 3 clusters Score -2.137042e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112200 members 
Mstep: Class 2 contains 59682 members 
Entering Unmasked Estep 
Score: -21371190.000000 Penalty: 5979.063477
	Iteration 14Q: 3 clusters Score -2.137119e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114209 members 
Mstep: Class 2 contains 57673 members 
Entering Unmasked Estep 
Score: -21372064.000000 Penalty: 5979.063477
	Iteration 15Q: 3 clusters Score -2.137206e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116332 members 
Mstep: Class 2 contains 55550 members 
Entering Unmasked Estep 
Score: -21372834.000000 Penalty: 5979.063477
	Iteration 16Q: 3 clusters Score -2.137283e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118430 members 
Mstep: Class 2 contains 53452 members 
Entering Unmasked Estep 
Score: -21373798.000000 Penalty: 5979.063477
	Iteration 17Q: 3 clusters Score -2.13738e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120620 members 
Mstep: Class 2 contains 51262 members 
Entering Unmasked Estep 
Score: -21374720.000000 Penalty: 5979.063477
	Iteration 18Q: 3 clusters Score -2.137472e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122718 members 
Mstep: Class 2 contains 49164 members 
Entering Unmasked Estep 
Score: -21375640.000000 Penalty: 5979.063477
	Iteration 19Q: 3 clusters Score -2.137564e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124766 members 
Mstep: Class 2 contains 47116 members 
Entering Unmasked Estep 
Score: -21376618.000000 Penalty: 5979.063477
	Iteration 20F: 3 clusters Score -2.137662e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126730 members 
Mstep: Class 2 contains 45152 members 
Entering Unmasked Estep 
Score: -21377368.000000 Penalty: 5979.063477
	Iteration 21Q: 3 clusters Score -2.137737e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128596 members 
Mstep: Class 2 contains 43286 members 
Entering Unmasked Estep 
Score: -21378202.000000 Penalty: 5979.063477
	Iteration 22Q: 3 clusters Score -2.13782e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130360 members 
Mstep: Class 2 contains 41522 members 
Entering Unmasked Estep 
Score: -21378790.000000 Penalty: 5979.063477
	Iteration 23Q: 3 clusters Score -2.137879e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132042 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
Score: -21379376.000000 Penalty: 5979.063477
	Iteration 24Q: 3 clusters Score -2.137938e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133701 members 
Mstep: Class 2 contains 38181 members 
Entering Unmasked Estep 
Score: -21379882.000000 Penalty: 5979.063477
	Iteration 25Q: 3 clusters Score -2.137988e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135187 members 
Mstep: Class 2 contains 36695 members 
Entering Unmasked Estep 
Score: -21380354.000000 Penalty: 5979.063477
	Iteration 26Q: 3 clusters Score -2.138035e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136669 members 
Mstep: Class 2 contains 35213 members 
Entering Unmasked Estep 
Score: -21380738.000000 Penalty: 5979.063477
	Iteration 27Q: 3 clusters Score -2.138074e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138106 members 
Mstep: Class 2 contains 33776 members 
Entering Unmasked Estep 
Score: -21381172.000000 Penalty: 5979.063477
	Iteration 28Q: 3 clusters Score -2.138117e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139488 members 
Mstep: Class 2 contains 32394 members 
Entering Unmasked Estep 
Score: -21381534.000000 Penalty: 5979.063477
	Iteration 29Q: 3 clusters Score -2.138153e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140819 members 
Mstep: Class 2 contains 31063 members 
Entering Unmasked Estep 
Score: -21381944.000000 Penalty: 5979.063477
	Iteration 30Q: 3 clusters Score -2.138194e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142091 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -21382242.000000 Penalty: 5979.063477
	Iteration 31Q: 3 clusters Score -2.138224e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143310 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -21382506.000000 Penalty: 5979.063477
	Iteration 32Q: 3 clusters Score -2.138251e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144507 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -21382852.000000 Penalty: 5979.063477
	Iteration 33Q: 3 clusters Score -2.138285e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145707 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -21383216.000000 Penalty: 5979.063477
	Iteration 34Q: 3 clusters Score -2.138322e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146895 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -21383490.000000 Penalty: 5979.063477
	Iteration 35Q: 3 clusters Score -2.138349e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148040 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -21383814.000000 Penalty: 5979.063477
	Iteration 36Q: 3 clusters Score -2.138381e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149186 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -21384166.000000 Penalty: 5979.063477
	Iteration 37Q: 3 clusters Score -2.138417e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150421 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -21384608.000000 Penalty: 5979.063477
	Iteration 38Q: 3 clusters Score -2.138461e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151699 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -21385040.000000 Penalty: 5979.063477
	Iteration 39Q: 3 clusters Score -2.138504e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152989 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -21385320.000000 Penalty: 5979.063477
	Iteration 40F: 3 clusters Score -2.138532e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154315 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -21385596.000000 Penalty: 5979.063477
	Iteration 41Q: 3 clusters Score -2.13856e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155683 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -21385860.000000 Penalty: 5979.063477
	Iteration 42Q: 3 clusters Score -2.138586e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157016 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -21386146.000000 Penalty: 5979.063477
	Iteration 43Q: 3 clusters Score -2.138615e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158287 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -21386276.000000 Penalty: 5979.063477
	Iteration 44Q: 3 clusters Score -2.138628e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159515 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -21386426.000000 Penalty: 5979.063477
	Iteration 45Q: 3 clusters Score -2.138643e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160729 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -21386542.000000 Penalty: 5979.063477
	Iteration 46Q: 3 clusters Score -2.138654e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161827 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -21386614.000000 Penalty: 5979.063477
	Iteration 47Q: 3 clusters Score -2.138661e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162843 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -21386684.000000 Penalty: 5979.063477
	Iteration 48Q: 3 clusters Score -2.138668e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163725 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -21386786.000000 Penalty: 5979.063477
	Iteration 49Q: 3 clusters Score -2.138679e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164528 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -21386866.000000 Penalty: 5979.063477
	Iteration 50Q: 3 clusters Score -2.138687e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165210 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -21387022.000000 Penalty: 5979.063477
	Iteration 51Q: 3 clusters Score -2.138702e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165820 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -21387126.000000 Penalty: 5979.063477
	Iteration 52Q: 3 clusters Score -2.138713e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166373 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -21387182.000000 Penalty: 5979.063477
	Iteration 53Q: 3 clusters Score -2.138718e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166806 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -21387172.000000 Penalty: 5979.063477
	Iteration 54Q: 3 clusters Score -2.138717e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167187 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -21387166.000000 Penalty: 5979.063477
	Iteration 55Q: 3 clusters Score -2.138717e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167504 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -21387184.000000 Penalty: 5979.063477
	Iteration 56Q: 3 clusters Score -2.138718e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167769 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -21387186.000000 Penalty: 5979.063477
	Iteration 57Q: 3 clusters Score -2.138719e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168008 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -21387184.000000 Penalty: 5979.063477
	Iteration 58Q: 3 clusters Score -2.138718e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168206 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -21387174.000000 Penalty: 5979.063477
	Iteration 59Q: 3 clusters Score -2.138717e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168377 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -21387160.000000 Penalty: 5979.063477
	Iteration 60F: 3 clusters Score -2.138716e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168538 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -21387128.000000 Penalty: 5979.063477
	Iteration 61Q: 3 clusters Score -2.138713e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168645 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -21387070.000000 Penalty: 5979.063477
	Iteration 62Q: 3 clusters Score -2.138707e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168747 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -21387034.000000 Penalty: 5979.063477
	Iteration 63Q: 3 clusters Score -2.138703e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168828 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -21387042.000000 Penalty: 5979.063477
	Iteration 64Q: 3 clusters Score -2.138704e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168906 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -21386998.000000 Penalty: 5979.063477
	Iteration 65Q: 3 clusters Score -2.1387e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168977 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -21386954.000000 Penalty: 5979.063477
	Iteration 66Q: 3 clusters Score -2.138695e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169034 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -21386980.000000 Penalty: 5979.063477
	Iteration 67Q: 3 clusters Score -2.138698e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169080 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -21386980.000000 Penalty: 5979.063477
	Iteration 68Q: 3 clusters Score -2.138698e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169116 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -21386974.000000 Penalty: 5979.063477
	Iteration 69Q: 3 clusters Score -2.138697e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169160 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -21386956.000000 Penalty: 5979.063477
	Iteration 70Q: 3 clusters Score -2.138696e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169194 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -21386942.000000 Penalty: 5979.063477
	Iteration 71Q: 3 clusters Score -2.138694e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169215 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -21386926.000000 Penalty: 5979.063477
	Iteration 72Q: 3 clusters Score -2.138693e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169235 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -21386916.000000 Penalty: 5979.063477
	Iteration 73Q: 3 clusters Score -2.138692e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169256 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -21386910.000000 Penalty: 5979.063477
	Iteration 74Q: 3 clusters Score -2.138691e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169281 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -21386894.000000 Penalty: 5979.063477
	Iteration 75Q: 3 clusters Score -2.138689e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169303 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -21386882.000000 Penalty: 5979.063477
	Iteration 76Q: 3 clusters Score -2.138688e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169322 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -21386890.000000 Penalty: 5979.063477
	Iteration 77Q: 3 clusters Score -2.138689e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169346 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -21386852.000000 Penalty: 5979.063477
	Iteration 78Q: 3 clusters Score -2.138685e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169367 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -21386874.000000 Penalty: 5979.063477
	Iteration 79Q: 3 clusters Score -2.138687e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169391 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -21386858.000000 Penalty: 5979.063477
	Iteration 80F: 3 clusters Score -2.138686e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169409 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -21386858.000000 Penalty: 5979.063477
	Iteration 81Q: 3 clusters Score -2.138686e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169428 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -21386834.000000 Penalty: 5979.063477
	Iteration 82Q: 3 clusters Score -2.138683e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169445 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -21386850.000000 Penalty: 5979.063477
	Iteration 83Q: 3 clusters Score -2.138685e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169464 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -21386840.000000 Penalty: 5979.063477
	Iteration 84Q: 3 clusters Score -2.138684e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169496 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -21386840.000000 Penalty: 5979.063477
	Iteration 85Q: 3 clusters Score -2.138684e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169526 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -21386858.000000 Penalty: 5979.063477
	Iteration 86Q: 3 clusters Score -2.138686e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169552 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -21386842.000000 Penalty: 5979.063477
	Iteration 87Q: 3 clusters Score -2.138684e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169566 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -21386832.000000 Penalty: 5979.063477
	Iteration 88Q: 3 clusters Score -2.138683e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169577 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -21386834.000000 Penalty: 5979.063477
	Iteration 89Q: 3 clusters Score -2.138683e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169592 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -21386840.000000 Penalty: 5979.063477
	Iteration 90Q: 3 clusters Score -2.138684e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169605 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -21386822.000000 Penalty: 5979.063477
	Iteration 91Q: 3 clusters Score -2.138682e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169613 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -21386802.000000 Penalty: 5979.063477
	Iteration 92Q: 3 clusters Score -2.13868e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169619 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -21386794.000000 Penalty: 5979.063477
	Iteration 93Q: 3 clusters Score -2.138679e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169623 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -21386812.000000 Penalty: 5979.063477
	Iteration 94Q: 3 clusters Score -2.138681e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169625 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -21386806.000000 Penalty: 5979.063477
	Iteration 95Q: 3 clusters Score -2.138681e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169630 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -21386802.000000 Penalty: 5979.063477
	Iteration 96Q: 3 clusters Score -2.13868e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169633 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -21386818.000000 Penalty: 5979.063477
	Iteration 97Q: 3 clusters Score -2.138682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169638 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -21386816.000000 Penalty: 5979.063477
	Iteration 98Q: 3 clusters Score -2.138682e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169644 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -21386814.000000 Penalty: 5979.063477
	Iteration 99Q: 3 clusters Score -2.138681e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169652 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -21386814.000000 Penalty: 5979.063477
	Iteration 100F: 3 clusters Score -2.138681e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169661 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -21386828.000000 Penalty: 5979.063477
	Iteration 101Q: 3 clusters Score -2.138683e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169669 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -21386862.000000 Penalty: 5979.063477
	Iteration 102Q: 3 clusters Score -2.138686e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169682 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -21386850.000000 Penalty: 5979.063477
	Iteration 103Q: 3 clusters Score -2.138685e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169691 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -21386862.000000 Penalty: 5979.063477
	Iteration 104Q: 3 clusters Score -2.138686e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169696 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -21386858.000000 Penalty: 5979.063477
	Iteration 105Q: 3 clusters Score -2.138686e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169700 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -21386858.000000 Penalty: 5979.063477
	Iteration 106Q: 3 clusters Score -2.138686e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169706 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -21386836.000000 Penalty: 5979.063477
	Iteration 107Q: 3 clusters Score -2.138684e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169715 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -21386824.000000 Penalty: 5979.063477
	Iteration 108Q: 3 clusters Score -2.138682e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169718 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -21386824.000000 Penalty: 5979.063477
	Iteration 109Q: 3 clusters Score -2.138682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169719 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -21386818.000000 Penalty: 5979.063477
	Iteration 110Q: 3 clusters Score -2.138682e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169720 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -21386824.000000 Penalty: 5979.063477
	Iteration 111Q: 3 clusters Score -2.138682e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169720 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -21386824.000000 Penalty: 5979.063477
	Iteration 112F: 3 clusters Score -2.138682e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (61604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61604 members 
Entering Unmasked Estep 
Score: -7778563.500000 Penalty: 2735.063721
	Iteration 0F: 2 clusters Score -7778564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30500 members 
Mstep: Class 2 contains 31104 members 
Entering Unmasked Estep 
Score: -7736955.000000 Penalty: 5470.127441
	Iteration 0F: 3 clusters Score -7736955 nChanged 28685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28019 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -7753278.000000 Penalty: 5470.127441
	Iteration 1F: 3 clusters Score -7753278 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Mstep: Class 2 contains 35162 members 
Entering Unmasked Estep 
Score: -7754190.500000 Penalty: 5470.127441
	Iteration 2Q: 3 clusters Score -7754190 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 37524 members 
Entering Unmasked Estep 
Score: -7755599.500000 Penalty: 5470.127441
	Iteration 3Q: 3 clusters Score -7755600 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 40945 members 
Entering Unmasked Estep 
Score: -7757874.000000 Penalty: 5470.127441
	Iteration 4F: 3 clusters Score -7757874 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 45393 members 
Entering Unmasked Estep 
Score: -7761459.000000 Penalty: 5470.127441
	Iteration 5F: 3 clusters Score -7761459 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 50416 members 
Entering Unmasked Estep 
Score: -7766087.000000 Penalty: 5470.127441
	Iteration 6F: 3 clusters Score -7766087 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 54952 members 
Entering Unmasked Estep 
Score: -7770506.500000 Penalty: 5470.127441
	Iteration 7F: 3 clusters Score -7770506 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 57903 members 
Entering Unmasked Estep 
Score: -7773343.500000 Penalty: 5470.127441
	Iteration 8Q: 3 clusters Score -7773344 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 59340 members 
Entering Unmasked Estep 
Score: -7774738.500000 Penalty: 5470.127441
	Iteration 9Q: 3 clusters Score -7774738 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 59953 members 
Entering Unmasked Estep 
Score: -7775434.000000 Penalty: 5470.127441
	Iteration 10Q: 3 clusters Score -7775434 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 60219 members 
Entering Unmasked Estep 
Score: -7775757.000000 Penalty: 5470.127441
	Iteration 11Q: 3 clusters Score -7775757 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 60351 members 
Entering Unmasked Estep 
Score: -7775881.000000 Penalty: 5470.127441
	Iteration 12Q: 3 clusters Score -7775881 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 60414 members 
Entering Unmasked Estep 
Score: -7775966.500000 Penalty: 5470.127441
	Iteration 13Q: 3 clusters Score -7775966 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 60470 members 
Entering Unmasked Estep 
Score: -7776018.000000 Penalty: 5470.127441
	Iteration 14Q: 3 clusters Score -7776018 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 60498 members 
Entering Unmasked Estep 
Score: -7776052.000000 Penalty: 5470.127441
	Iteration 15Q: 3 clusters Score -7776052 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 60530 members 
Entering Unmasked Estep 
Score: -7776107.000000 Penalty: 5470.127441
	Iteration 16Q: 3 clusters Score -7776107 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 60562 members 
Entering Unmasked Estep 
Score: -7776140.000000 Penalty: 5470.127441
	Iteration 17Q: 3 clusters Score -7776140 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 60580 members 
Entering Unmasked Estep 
Score: -7776151.500000 Penalty: 5470.127441
	Iteration 18Q: 3 clusters Score -7776152 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 60590 members 
Entering Unmasked Estep 
Score: -7776159.000000 Penalty: 5470.127441
	Iteration 19Q: 3 clusters Score -7776159 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 60600 members 
Entering Unmasked Estep 
Score: -7776171.500000 Penalty: 5470.127441
	Iteration 20F: 3 clusters Score -7776172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 60613 members 
Entering Unmasked Estep 
Score: -7776178.500000 Penalty: 5470.127441
	Iteration 21Q: 3 clusters Score -7776178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 60619 members 
Entering Unmasked Estep 
Score: -7776172.000000 Penalty: 5470.127441
	Iteration 22Q: 3 clusters Score -7776172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 60621 members 
Entering Unmasked Estep 
Score: -7776169.500000 Penalty: 5470.127441
	Iteration 23Q: 3 clusters Score -7776170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 60625 members 
Entering Unmasked Estep 
Score: -7776171.500000 Penalty: 5470.127441
	Iteration 24Q: 3 clusters Score -7776172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 60632 members 
Entering Unmasked Estep 
Score: -7776177.000000 Penalty: 5470.127441
	Iteration 25Q: 3 clusters Score -7776177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 60638 members 
Entering Unmasked Estep 
Score: -7776176.000000 Penalty: 5470.127441
	Iteration 26Q: 3 clusters Score -7776176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 60643 members 
Entering Unmasked Estep 
Score: -7776178.000000 Penalty: 5470.127441
	Iteration 27Q: 3 clusters Score -7776178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 60647 members 
Entering Unmasked Estep 
Score: -7776175.000000 Penalty: 5470.127441
	Iteration 28Q: 3 clusters Score -7776175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 60654 members 
Entering Unmasked Estep 
Score: -7776176.000000 Penalty: 5470.127441
	Iteration 29Q: 3 clusters Score -7776176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 60656 members 
Entering Unmasked Estep 
Score: -7776178.500000 Penalty: 5470.127441
	Iteration 30Q: 3 clusters Score -7776178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 60657 members 
Entering Unmasked Estep 
Score: -7776179.000000 Penalty: 5470.127441
	Iteration 31Q: 3 clusters Score -7776179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 60659 members 
Entering Unmasked Estep 
Score: -7776185.000000 Penalty: 5470.127441
	Iteration 32Q: 3 clusters Score -7776185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 60660 members 
Entering Unmasked Estep 
Score: -7776189.000000 Penalty: 5470.127441
	Iteration 33Q: 3 clusters Score -7776189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 60662 members 
Entering Unmasked Estep 
Score: -7776185.500000 Penalty: 5470.127441
	Iteration 34Q: 3 clusters Score -7776186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 60664 members 
Entering Unmasked Estep 
Score: -7776188.000000 Penalty: 5470.127441
	Iteration 35Q: 3 clusters Score -7776188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 60669 members 
Entering Unmasked Estep 
Score: -7776194.500000 Penalty: 5470.127441
	Iteration 36Q: 3 clusters Score -7776194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 60671 members 
Entering Unmasked Estep 
Score: -7776199.500000 Penalty: 5470.127441
	Iteration 37Q: 3 clusters Score -7776200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 60672 members 
Entering Unmasked Estep 
Score: -7776197.500000 Penalty: 5470.127441
	Iteration 38Q: 3 clusters Score -7776198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 60672 members 
Entering Unmasked Estep 
Score: -7776197.500000 Penalty: 5470.127441
	Iteration 39F: 3 clusters Score -7776198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Entering Unmasked Estep 
Score: -284497.375000 Penalty: 1921.618042
	Iteration 0F: 2 clusters Score -284497.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -281679.968750 Penalty: 3843.236084
	Iteration 0F: 3 clusters Score -281680 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -282164.531250 Penalty: 3843.236084
	Iteration 1F: 3 clusters Score -282164.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -282313.437500 Penalty: 3843.236084
	Iteration 2F: 3 clusters Score -282313.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -282401.437500 Penalty: 3843.236084
	Iteration 3Q: 3 clusters Score -282401.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -282443.812500 Penalty: 3843.236084
	Iteration 4Q: 3 clusters Score -282443.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -282477.125000 Penalty: 3843.236084
	Iteration 5Q: 3 clusters Score -282477.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -282505.281250 Penalty: 3843.236084
	Iteration 6Q: 3 clusters Score -282505.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -282518.750000 Penalty: 3843.236084
	Iteration 7Q: 3 clusters Score -282518.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -282529.125000 Penalty: 3843.236084
	Iteration 8Q: 3 clusters Score -282529.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -282534.187500 Penalty: 3843.236084
	Iteration 9Q: 3 clusters Score -282534.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -282538.781250 Penalty: 3843.236084
	Iteration 10Q: 3 clusters Score -282538.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -282542.906250 Penalty: 3843.236084
	Iteration 11Q: 3 clusters Score -282542.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -282547.000000 Penalty: 3843.236084
	Iteration 12Q: 3 clusters Score -282547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -282551.500000 Penalty: 3843.236084
	Iteration 13Q: 3 clusters Score -282551.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -282554.937500 Penalty: 3843.236084
	Iteration 14Q: 3 clusters Score -282554.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -282559.625000 Penalty: 3843.236084
	Iteration 15Q: 3 clusters Score -282559.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -282566.375000 Penalty: 3843.236084
	Iteration 16Q: 3 clusters Score -282566.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -282571.125000 Penalty: 3843.236084
	Iteration 17Q: 3 clusters Score -282571.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -282575.687500 Penalty: 3843.236084
	Iteration 18Q: 3 clusters Score -282575.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -282578.937500 Penalty: 3843.236084
	Iteration 19Q: 3 clusters Score -282578.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -282581.281250 Penalty: 3843.236084
	Iteration 20F: 3 clusters Score -282581.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -282586.250000 Penalty: 3843.236084
	Iteration 21Q: 3 clusters Score -282586.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -282589.531250 Penalty: 3843.236084
	Iteration 22Q: 3 clusters Score -282589.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -282593.781250 Penalty: 3843.236084
	Iteration 23Q: 3 clusters Score -282593.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -282597.750000 Penalty: 3843.236084
	Iteration 24Q: 3 clusters Score -282597.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -282604.875000 Penalty: 3843.236084
	Iteration 25Q: 3 clusters Score -282604.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -282609.531250 Penalty: 3843.236084
	Iteration 26Q: 3 clusters Score -282609.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -282612.750000 Penalty: 3843.236084
	Iteration 27Q: 3 clusters Score -282612.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -282613.843750 Penalty: 3843.236084
	Iteration 28Q: 3 clusters Score -282613.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -282614.937500 Penalty: 3843.236084
	Iteration 29Q: 3 clusters Score -282614.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -282614.593750 Penalty: 3843.236084
	Iteration 30Q: 3 clusters Score -282614.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -282614.593750 Penalty: 3843.236084
	Iteration 31F: 3 clusters Score -282614.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (99934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99934 members 
Entering Unmasked Estep 
Score: -12542725.000000 Penalty: 2855.041748
	Iteration 0F: 2 clusters Score -1.254272e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50105 members 
Mstep: Class 2 contains 49829 members 
Entering Unmasked Estep 
Score: -12476299.000000 Penalty: 5710.083496
	Iteration 0F: 3 clusters Score -1.24763e+07 nChanged 47159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52394 members 
Mstep: Class 2 contains 47540 members 
Entering Unmasked Estep 
Score: -12503926.000000 Penalty: 5710.083496
	Iteration 1F: 3 clusters Score -1.250393e+07 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53976 members 
Mstep: Class 2 contains 45958 members 
Entering Unmasked Estep 
Score: -12505497.000000 Penalty: 5710.083496
	Iteration 2Q: 3 clusters Score -1.25055e+07 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56430 members 
Mstep: Class 2 contains 43504 members 
Entering Unmasked Estep 
Score: -12508344.000000 Penalty: 5710.083496
	Iteration 3F: 3 clusters Score -1.250834e+07 nChanged 6659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59765 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -12513520.000000 Penalty: 5710.083496
	Iteration 4F: 3 clusters Score -1.251352e+07 nChanged 8109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63834 members 
Mstep: Class 2 contains 36100 members 
Entering Unmasked Estep 
Score: -12522180.000000 Penalty: 5710.083496
	Iteration 5F: 3 clusters Score -1.252218e+07 nChanged 8581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67449 members 
Mstep: Class 2 contains 32485 members 
Entering Unmasked Estep 
Score: -12534673.000000 Penalty: 5710.083496
	Iteration 6F: 3 clusters Score -1.253467e+07 nChanged 7355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68604 members 
Mstep: Class 2 contains 31330 members 
Entering Unmasked Estep 
Score: -12544645.000000 Penalty: 5710.083496
	Iteration 7F: 3 clusters Score -1.254464e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67934 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
Score: -12548077.000000 Penalty: 5710.083496
	Iteration 8Q: 3 clusters Score -1.254808e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66782 members 
Mstep: Class 2 contains 33152 members 
Entering Unmasked Estep 
Score: -12549563.000000 Penalty: 5710.083496
	Iteration 9Q: 3 clusters Score -1.254956e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65573 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -12550369.000000 Penalty: 5710.083496
	Iteration 10Q: 3 clusters Score -1.255037e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64400 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -12551001.000000 Penalty: 5710.083496
	Iteration 11Q: 3 clusters Score -1.2551e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63284 members 
Mstep: Class 2 contains 36650 members 
Entering Unmasked Estep 
Score: -12551421.000000 Penalty: 5710.083496
	Iteration 12Q: 3 clusters Score -1.255142e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62258 members 
Mstep: Class 2 contains 37676 members 
Entering Unmasked Estep 
Score: -12551818.000000 Penalty: 5710.083496
	Iteration 13Q: 3 clusters Score -1.255182e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61299 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -12552111.000000 Penalty: 5710.083496
	Iteration 14Q: 3 clusters Score -1.255211e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60435 members 
Mstep: Class 2 contains 39499 members 
Entering Unmasked Estep 
Score: -12552364.000000 Penalty: 5710.083496
	Iteration 15Q: 3 clusters Score -1.255236e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59640 members 
Mstep: Class 2 contains 40294 members 
Entering Unmasked Estep 
Score: -12552465.000000 Penalty: 5710.083496
	Iteration 16Q: 3 clusters Score -1.255246e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58918 members 
Mstep: Class 2 contains 41016 members 
Entering Unmasked Estep 
Score: -12552662.000000 Penalty: 5710.083496
	Iteration 17Q: 3 clusters Score -1.255266e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58212 members 
Mstep: Class 2 contains 41722 members 
Entering Unmasked Estep 
Score: -12552779.000000 Penalty: 5710.083496
	Iteration 18Q: 3 clusters Score -1.255278e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57578 members 
Mstep: Class 2 contains 42356 members 
Entering Unmasked Estep 
Score: -12552895.000000 Penalty: 5710.083496
	Iteration 19Q: 3 clusters Score -1.25529e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57009 members 
Mstep: Class 2 contains 42925 members 
Entering Unmasked Estep 
Score: -12553003.000000 Penalty: 5710.083496
	Iteration 20F: 3 clusters Score -1.2553e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56457 members 
Mstep: Class 2 contains 43477 members 
Entering Unmasked Estep 
Score: -12553079.000000 Penalty: 5710.083496
	Iteration 21Q: 3 clusters Score -1.255308e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55943 members 
Mstep: Class 2 contains 43991 members 
Entering Unmasked Estep 
Score: -12553162.000000 Penalty: 5710.083496
	Iteration 22Q: 3 clusters Score -1.255316e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55490 members 
Mstep: Class 2 contains 44444 members 
Entering Unmasked Estep 
Score: -12553195.000000 Penalty: 5710.083496
	Iteration 23Q: 3 clusters Score -1.25532e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55086 members 
Mstep: Class 2 contains 44848 members 
Entering Unmasked Estep 
Score: -12553242.000000 Penalty: 5710.083496
	Iteration 24Q: 3 clusters Score -1.255324e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54723 members 
Mstep: Class 2 contains 45211 members 
Entering Unmasked Estep 
Score: -12553257.000000 Penalty: 5710.083496
	Iteration 25Q: 3 clusters Score -1.255326e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54430 members 
Mstep: Class 2 contains 45504 members 
Entering Unmasked Estep 
Score: -12553263.000000 Penalty: 5710.083496
	Iteration 26Q: 3 clusters Score -1.255326e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54144 members 
Mstep: Class 2 contains 45790 members 
Entering Unmasked Estep 
Score: -12553312.000000 Penalty: 5710.083496
	Iteration 27Q: 3 clusters Score -1.255331e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53867 members 
Mstep: Class 2 contains 46067 members 
Entering Unmasked Estep 
Score: -12553297.000000 Penalty: 5710.083496
	Iteration 28Q: 3 clusters Score -1.25533e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53591 members 
Mstep: Class 2 contains 46343 members 
Entering Unmasked Estep 
Score: -12553306.000000 Penalty: 5710.083496
	Iteration 29Q: 3 clusters Score -1.255331e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53317 members 
Mstep: Class 2 contains 46617 members 
Entering Unmasked Estep 
Score: -12553372.000000 Penalty: 5710.083496
	Iteration 30Q: 3 clusters Score -1.255337e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53073 members 
Mstep: Class 2 contains 46861 members 
Entering Unmasked Estep 
Score: -12553366.000000 Penalty: 5710.083496
	Iteration 31Q: 3 clusters Score -1.255337e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52844 members 
Mstep: Class 2 contains 47090 members 
Entering Unmasked Estep 
Score: -12553427.000000 Penalty: 5710.083496
	Iteration 32Q: 3 clusters Score -1.255343e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52619 members 
Mstep: Class 2 contains 47315 members 
Entering Unmasked Estep 
Score: -12553391.000000 Penalty: 5710.083496
	Iteration 33Q: 3 clusters Score -1.255339e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52411 members 
Mstep: Class 2 contains 47523 members 
Entering Unmasked Estep 
Score: -12553420.000000 Penalty: 5710.083496
	Iteration 34Q: 3 clusters Score -1.255342e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52189 members 
Mstep: Class 2 contains 47745 members 
Entering Unmasked Estep 
Score: -12553482.000000 Penalty: 5710.083496
	Iteration 35Q: 3 clusters Score -1.255348e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51984 members 
Mstep: Class 2 contains 47950 members 
Entering Unmasked Estep 
Score: -12553502.000000 Penalty: 5710.083496
	Iteration 36Q: 3 clusters Score -1.25535e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51802 members 
Mstep: Class 2 contains 48132 members 
Entering Unmasked Estep 
Score: -12553565.000000 Penalty: 5710.083496
	Iteration 37Q: 3 clusters Score -1.255356e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51618 members 
Mstep: Class 2 contains 48316 members 
Entering Unmasked Estep 
Score: -12553584.000000 Penalty: 5710.083496
	Iteration 38Q: 3 clusters Score -1.255358e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51432 members 
Mstep: Class 2 contains 48502 members 
Entering Unmasked Estep 
Score: -12553570.000000 Penalty: 5710.083496
	Iteration 39Q: 3 clusters Score -1.255357e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51220 members 
Mstep: Class 2 contains 48714 members 
Entering Unmasked Estep 
Score: -12553596.000000 Penalty: 5710.083496
	Iteration 40F: 3 clusters Score -1.25536e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51004 members 
Mstep: Class 2 contains 48930 members 
Entering Unmasked Estep 
Score: -12553577.000000 Penalty: 5710.083496
	Iteration 41Q: 3 clusters Score -1.255358e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50772 members 
Mstep: Class 2 contains 49162 members 
Entering Unmasked Estep 
Score: -12553591.000000 Penalty: 5710.083496
	Iteration 42Q: 3 clusters Score -1.255359e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50556 members 
Mstep: Class 2 contains 49378 members 
Entering Unmasked Estep 
Score: -12553586.000000 Penalty: 5710.083496
	Iteration 43Q: 3 clusters Score -1.255359e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50349 members 
Mstep: Class 2 contains 49585 members 
Entering Unmasked Estep 
Score: -12553601.000000 Penalty: 5710.083496
	Iteration 44Q: 3 clusters Score -1.25536e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50151 members 
Mstep: Class 2 contains 49783 members 
Entering Unmasked Estep 
Score: -12553619.000000 Penalty: 5710.083496
	Iteration 45Q: 3 clusters Score -1.255362e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49953 members 
Mstep: Class 2 contains 49981 members 
Entering Unmasked Estep 
Score: -12553643.000000 Penalty: 5710.083496
	Iteration 46Q: 3 clusters Score -1.255364e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49772 members 
Mstep: Class 2 contains 50162 members 
Entering Unmasked Estep 
Score: -12553696.000000 Penalty: 5710.083496
	Iteration 47Q: 3 clusters Score -1.25537e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49593 members 
Mstep: Class 2 contains 50341 members 
Entering Unmasked Estep 
Score: -12553690.000000 Penalty: 5710.083496
	Iteration 48Q: 3 clusters Score -1.255369e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49452 members 
Mstep: Class 2 contains 50482 members 
Entering Unmasked Estep 
Score: -12553708.000000 Penalty: 5710.083496
	Iteration 49Q: 3 clusters Score -1.255371e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49317 members 
Mstep: Class 2 contains 50617 members 
Entering Unmasked Estep 
Score: -12553714.000000 Penalty: 5710.083496
	Iteration 50Q: 3 clusters Score -1.255371e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49181 members 
Mstep: Class 2 contains 50753 members 
Entering Unmasked Estep 
Score: -12553715.000000 Penalty: 5710.083496
	Iteration 51Q: 3 clusters Score -1.255372e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49038 members 
Mstep: Class 2 contains 50896 members 
Entering Unmasked Estep 
Score: -12553738.000000 Penalty: 5710.083496
	Iteration 52Q: 3 clusters Score -1.255374e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48897 members 
Mstep: Class 2 contains 51037 members 
Entering Unmasked Estep 
Score: -12553748.000000 Penalty: 5710.083496
	Iteration 53Q: 3 clusters Score -1.255375e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48738 members 
Mstep: Class 2 contains 51196 members 
Entering Unmasked Estep 
Score: -12553779.000000 Penalty: 5710.083496
	Iteration 54Q: 3 clusters Score -1.255378e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 2 contains 51362 members 
Entering Unmasked Estep 
Score: -12553808.000000 Penalty: 5710.083496
	Iteration 55Q: 3 clusters Score -1.255381e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48420 members 
Mstep: Class 2 contains 51514 members 
Entering Unmasked Estep 
Score: -12553814.000000 Penalty: 5710.083496
	Iteration 56Q: 3 clusters Score -1.255381e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48275 members 
Mstep: Class 2 contains 51659 members 
Entering Unmasked Estep 
Score: -12553827.000000 Penalty: 5710.083496
	Iteration 57Q: 3 clusters Score -1.255383e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48143 members 
Mstep: Class 2 contains 51791 members 
Entering Unmasked Estep 
Score: -12553847.000000 Penalty: 5710.083496
	Iteration 58Q: 3 clusters Score -1.255385e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48023 members 
Mstep: Class 2 contains 51911 members 
Entering Unmasked Estep 
Score: -12553832.000000 Penalty: 5710.083496
	Iteration 59Q: 3 clusters Score -1.255383e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47917 members 
Mstep: Class 2 contains 52017 members 
Entering Unmasked Estep 
Score: -12553843.000000 Penalty: 5710.083496
	Iteration 60F: 3 clusters Score -1.255384e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47804 members 
Mstep: Class 2 contains 52130 members 
Entering Unmasked Estep 
Score: -12553836.000000 Penalty: 5710.083496
	Iteration 61Q: 3 clusters Score -1.255384e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47707 members 
Mstep: Class 2 contains 52227 members 
Entering Unmasked Estep 
Score: -12553823.000000 Penalty: 5710.083496
	Iteration 62Q: 3 clusters Score -1.255382e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47617 members 
Mstep: Class 2 contains 52317 members 
Entering Unmasked Estep 
Score: -12553828.000000 Penalty: 5710.083496
	Iteration 63Q: 3 clusters Score -1.255383e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47549 members 
Mstep: Class 2 contains 52385 members 
Entering Unmasked Estep 
Score: -12553831.000000 Penalty: 5710.083496
	Iteration 64Q: 3 clusters Score -1.255383e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47474 members 
Mstep: Class 2 contains 52460 members 
Entering Unmasked Estep 
Score: -12553800.000000 Penalty: 5710.083496
	Iteration 65Q: 3 clusters Score -1.25538e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47400 members 
Mstep: Class 2 contains 52534 members 
Entering Unmasked Estep 
Score: -12553791.000000 Penalty: 5710.083496
	Iteration 66Q: 3 clusters Score -1.255379e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47331 members 
Mstep: Class 2 contains 52603 members 
Entering Unmasked Estep 
Score: -12553815.000000 Penalty: 5710.083496
	Iteration 67Q: 3 clusters Score -1.255382e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47265 members 
Mstep: Class 2 contains 52669 members 
Entering Unmasked Estep 
Score: -12553791.000000 Penalty: 5710.083496
	Iteration 68Q: 3 clusters Score -1.255379e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47205 members 
Mstep: Class 2 contains 52729 members 
Entering Unmasked Estep 
Score: -12553793.000000 Penalty: 5710.083496
	Iteration 69Q: 3 clusters Score -1.255379e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47151 members 
Mstep: Class 2 contains 52783 members 
Entering Unmasked Estep 
Score: -12553790.000000 Penalty: 5710.083496
	Iteration 70Q: 3 clusters Score -1.255379e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47089 members 
Mstep: Class 2 contains 52845 members 
Entering Unmasked Estep 
Score: -12553796.000000 Penalty: 5710.083496
	Iteration 71Q: 3 clusters Score -1.25538e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47030 members 
Mstep: Class 2 contains 52904 members 
Entering Unmasked Estep 
Score: -12553815.000000 Penalty: 5710.083496
	Iteration 72Q: 3 clusters Score -1.255382e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46965 members 
Mstep: Class 2 contains 52969 members 
Entering Unmasked Estep 
Score: -12553821.000000 Penalty: 5710.083496
	Iteration 73Q: 3 clusters Score -1.255382e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46901 members 
Mstep: Class 2 contains 53033 members 
Entering Unmasked Estep 
Score: -12553803.000000 Penalty: 5710.083496
	Iteration 74Q: 3 clusters Score -1.25538e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46836 members 
Mstep: Class 2 contains 53098 members 
Entering Unmasked Estep 
Score: -12553818.000000 Penalty: 5710.083496
	Iteration 75Q: 3 clusters Score -1.255382e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46761 members 
Mstep: Class 2 contains 53173 members 
Entering Unmasked Estep 
Score: -12553804.000000 Penalty: 5710.083496
	Iteration 76Q: 3 clusters Score -1.25538e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46698 members 
Mstep: Class 2 contains 53236 members 
Entering Unmasked Estep 
Score: -12553805.000000 Penalty: 5710.083496
	Iteration 77Q: 3 clusters Score -1.25538e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46627 members 
Mstep: Class 2 contains 53307 members 
Entering Unmasked Estep 
Score: -12553792.000000 Penalty: 5710.083496
	Iteration 78Q: 3 clusters Score -1.255379e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46545 members 
Mstep: Class 2 contains 53389 members 
Entering Unmasked Estep 
Score: -12553775.000000 Penalty: 5710.083496
	Iteration 79Q: 3 clusters Score -1.255378e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46456 members 
Mstep: Class 2 contains 53478 members 
Entering Unmasked Estep 
Score: -12553771.000000 Penalty: 5710.083496
	Iteration 80F: 3 clusters Score -1.255377e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46360 members 
Mstep: Class 2 contains 53574 members 
Entering Unmasked Estep 
Score: -12553784.000000 Penalty: 5710.083496
	Iteration 81Q: 3 clusters Score -1.255378e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46276 members 
Mstep: Class 2 contains 53658 members 
Entering Unmasked Estep 
Score: -12553795.000000 Penalty: 5710.083496
	Iteration 82Q: 3 clusters Score -1.25538e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46194 members 
Mstep: Class 2 contains 53740 members 
Entering Unmasked Estep 
Score: -12553779.000000 Penalty: 5710.083496
	Iteration 83Q: 3 clusters Score -1.255378e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46113 members 
Mstep: Class 2 contains 53821 members 
Entering Unmasked Estep 
Score: -12553773.000000 Penalty: 5710.083496
	Iteration 84Q: 3 clusters Score -1.255377e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46034 members 
Mstep: Class 2 contains 53900 members 
Entering Unmasked Estep 
Score: -12553809.000000 Penalty: 5710.083496
	Iteration 85Q: 3 clusters Score -1.255381e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45955 members 
Mstep: Class 2 contains 53979 members 
Entering Unmasked Estep 
Score: -12553794.000000 Penalty: 5710.083496
	Iteration 86Q: 3 clusters Score -1.255379e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45880 members 
Mstep: Class 2 contains 54054 members 
Entering Unmasked Estep 
Score: -12553798.000000 Penalty: 5710.083496
	Iteration 87Q: 3 clusters Score -1.25538e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45814 members 
Mstep: Class 2 contains 54120 members 
Entering Unmasked Estep 
Score: -12553809.000000 Penalty: 5710.083496
	Iteration 88Q: 3 clusters Score -1.255381e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45752 members 
Mstep: Class 2 contains 54182 members 
Entering Unmasked Estep 
Score: -12553818.000000 Penalty: 5710.083496
	Iteration 89Q: 3 clusters Score -1.255382e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45707 members 
Mstep: Class 2 contains 54227 members 
Entering Unmasked Estep 
Score: -12553832.000000 Penalty: 5710.083496
	Iteration 90Q: 3 clusters Score -1.255383e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45664 members 
Mstep: Class 2 contains 54270 members 
Entering Unmasked Estep 
Score: -12553840.000000 Penalty: 5710.083496
	Iteration 91Q: 3 clusters Score -1.255384e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45633 members 
Mstep: Class 2 contains 54301 members 
Entering Unmasked Estep 
Score: -12553832.000000 Penalty: 5710.083496
	Iteration 92Q: 3 clusters Score -1.255383e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45604 members 
Mstep: Class 2 contains 54330 members 
Entering Unmasked Estep 
Score: -12553834.000000 Penalty: 5710.083496
	Iteration 93Q: 3 clusters Score -1.255383e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45582 members 
Mstep: Class 2 contains 54352 members 
Entering Unmasked Estep 
Score: -12553831.000000 Penalty: 5710.083496
	Iteration 94Q: 3 clusters Score -1.255383e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45569 members 
Mstep: Class 2 contains 54365 members 
Entering Unmasked Estep 
Score: -12553837.000000 Penalty: 5710.083496
	Iteration 95Q: 3 clusters Score -1.255384e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45565 members 
Mstep: Class 2 contains 54369 members 
Entering Unmasked Estep 
Score: -12553837.000000 Penalty: 5710.083496
	Iteration 96Q: 3 clusters Score -1.255384e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45561 members 
Mstep: Class 2 contains 54373 members 
Entering Unmasked Estep 
Score: -12553836.000000 Penalty: 5710.083496
	Iteration 97Q: 3 clusters Score -1.255384e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45557 members 
Mstep: Class 2 contains 54377 members 
Entering Unmasked Estep 
Score: -12553839.000000 Penalty: 5710.083496
	Iteration 98Q: 3 clusters Score -1.255384e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45553 members 
Mstep: Class 2 contains 54381 members 
Entering Unmasked Estep 
Score: -12553843.000000 Penalty: 5710.083496
	Iteration 99Q: 3 clusters Score -1.255384e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45551 members 
Mstep: Class 2 contains 54383 members 
Entering Unmasked Estep 
Score: -12553840.000000 Penalty: 5710.083496
	Iteration 100F: 3 clusters Score -1.255384e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45543 members 
Mstep: Class 2 contains 54391 members 
Entering Unmasked Estep 
Score: -12553834.000000 Penalty: 5710.083496
	Iteration 101Q: 3 clusters Score -1.255383e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45528 members 
Mstep: Class 2 contains 54406 members 
Entering Unmasked Estep 
Score: -12553823.000000 Penalty: 5710.083496
	Iteration 102Q: 3 clusters Score -1.255382e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45514 members 
Mstep: Class 2 contains 54420 members 
Entering Unmasked Estep 
Score: -12553820.000000 Penalty: 5710.083496
	Iteration 103Q: 3 clusters Score -1.255382e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45499 members 
Mstep: Class 2 contains 54435 members 
Entering Unmasked Estep 
Score: -12553813.000000 Penalty: 5710.083496
	Iteration 104Q: 3 clusters Score -1.255381e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45484 members 
Mstep: Class 2 contains 54450 members 
Entering Unmasked Estep 
Score: -12553821.000000 Penalty: 5710.083496
	Iteration 105Q: 3 clusters Score -1.255382e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45465 members 
Mstep: Class 2 contains 54469 members 
Entering Unmasked Estep 
Score: -12553812.000000 Penalty: 5710.083496
	Iteration 106Q: 3 clusters Score -1.255381e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45445 members 
Mstep: Class 2 contains 54489 members 
Entering Unmasked Estep 
Score: -12553822.000000 Penalty: 5710.083496
	Iteration 107Q: 3 clusters Score -1.255382e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45425 members 
Mstep: Class 2 contains 54509 members 
Entering Unmasked Estep 
Score: -12553820.000000 Penalty: 5710.083496
	Iteration 108Q: 3 clusters Score -1.255382e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45413 members 
Mstep: Class 2 contains 54521 members 
Entering Unmasked Estep 
Score: -12553820.000000 Penalty: 5710.083496
	Iteration 109Q: 3 clusters Score -1.255382e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45402 members 
Mstep: Class 2 contains 54532 members 
Entering Unmasked Estep 
Score: -12553827.000000 Penalty: 5710.083496
	Iteration 110Q: 3 clusters Score -1.255383e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45388 members 
Mstep: Class 2 contains 54546 members 
Entering Unmasked Estep 
Score: -12553839.000000 Penalty: 5710.083496
	Iteration 111Q: 3 clusters Score -1.255384e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Mstep: Class 2 contains 54557 members 
Entering Unmasked Estep 
Score: -12553824.000000 Penalty: 5710.083496
	Iteration 112Q: 3 clusters Score -1.255382e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45359 members 
Mstep: Class 2 contains 54575 members 
Entering Unmasked Estep 
Score: -12553840.000000 Penalty: 5710.083496
	Iteration 113Q: 3 clusters Score -1.255384e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45343 members 
Mstep: Class 2 contains 54591 members 
Entering Unmasked Estep 
Score: -12553831.000000 Penalty: 5710.083496
	Iteration 114Q: 3 clusters Score -1.255383e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45323 members 
Mstep: Class 2 contains 54611 members 
Entering Unmasked Estep 
Score: -12553842.000000 Penalty: 5710.083496
	Iteration 115Q: 3 clusters Score -1.255384e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45310 members 
Mstep: Class 2 contains 54624 members 
Entering Unmasked Estep 
Score: -12553834.000000 Penalty: 5710.083496
	Iteration 116Q: 3 clusters Score -1.255383e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45297 members 
Mstep: Class 2 contains 54637 members 
Entering Unmasked Estep 
Score: -12553846.000000 Penalty: 5710.083496
	Iteration 117Q: 3 clusters Score -1.255385e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45288 members 
Mstep: Class 2 contains 54646 members 
Entering Unmasked Estep 
Score: -12553838.000000 Penalty: 5710.083496
	Iteration 118Q: 3 clusters Score -1.255384e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45275 members 
Mstep: Class 2 contains 54659 members 
Entering Unmasked Estep 
Score: -12553833.000000 Penalty: 5710.083496
	Iteration 119Q: 3 clusters Score -1.255383e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45262 members 
Mstep: Class 2 contains 54672 members 
Entering Unmasked Estep 
Score: -12553840.000000 Penalty: 5710.083496
	Iteration 120F: 3 clusters Score -1.255384e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45248 members 
Mstep: Class 2 contains 54686 members 
Entering Unmasked Estep 
Score: -12553857.000000 Penalty: 5710.083496
	Iteration 121Q: 3 clusters Score -1.255386e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45232 members 
Mstep: Class 2 contains 54702 members 
Entering Unmasked Estep 
Score: -12553845.000000 Penalty: 5710.083496
	Iteration 122Q: 3 clusters Score -1.255384e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45216 members 
Mstep: Class 2 contains 54718 members 
Entering Unmasked Estep 
Score: -12553862.000000 Penalty: 5710.083496
	Iteration 123Q: 3 clusters Score -1.255386e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 54729 members 
Entering Unmasked Estep 
Score: -12553875.000000 Penalty: 5710.083496
	Iteration 124Q: 3 clusters Score -1.255388e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45193 members 
Mstep: Class 2 contains 54741 members 
Entering Unmasked Estep 
Score: -12553885.000000 Penalty: 5710.083496
	Iteration 125Q: 3 clusters Score -1.255388e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45183 members 
Mstep: Class 2 contains 54751 members 
Entering Unmasked Estep 
Score: -12553879.000000 Penalty: 5710.083496
	Iteration 126Q: 3 clusters Score -1.255388e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45172 members 
Mstep: Class 2 contains 54762 members 
Entering Unmasked Estep 
Score: -12553875.000000 Penalty: 5710.083496
	Iteration 127Q: 3 clusters Score -1.255388e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45163 members 
Mstep: Class 2 contains 54771 members 
Entering Unmasked Estep 
Score: -12553871.000000 Penalty: 5710.083496
	Iteration 128Q: 3 clusters Score -1.255387e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45150 members 
Mstep: Class 2 contains 54784 members 
Entering Unmasked Estep 
Score: -12553868.000000 Penalty: 5710.083496
	Iteration 129Q: 3 clusters Score -1.255387e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45136 members 
Mstep: Class 2 contains 54798 members 
Entering Unmasked Estep 
Score: -12553854.000000 Penalty: 5710.083496
	Iteration 130Q: 3 clusters Score -1.255385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45130 members 
Mstep: Class 2 contains 54804 members 
Entering Unmasked Estep 
Score: -12553853.000000 Penalty: 5710.083496
	Iteration 131Q: 3 clusters Score -1.255385e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45123 members 
Mstep: Class 2 contains 54811 members 
Entering Unmasked Estep 
Score: -12553858.000000 Penalty: 5710.083496
	Iteration 132Q: 3 clusters Score -1.255386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45119 members 
Mstep: Class 2 contains 54815 members 
Entering Unmasked Estep 
Score: -12553849.000000 Penalty: 5710.083496
	Iteration 133Q: 3 clusters Score -1.255385e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45119 members 
Mstep: Class 2 contains 54815 members 
Entering Unmasked Estep 
Score: -12553849.000000 Penalty: 5710.083496
	Iteration 134F: 3 clusters Score -1.255385e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 11778 members 
Mstep: Class 3 contains 426 members 
Mstep: Class 4 contains 4927 members 
Mstep: Class 5 contains 57437 members 
Mstep: Class 6 contains 310314 members 
Mstep: Class 7 contains 4723 members 
Mstep: Class 8 contains 18594 members 
Mstep: Class 9 contains 3791 members 
Mstep: Class 10 contains 6609 members 
Mstep: Class 11 contains 21853 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 171882 members 
Mstep: Class 15 contains 61604 members 
Mstep: Class 16 contains 2318 members 
Mstep: Class 17 contains 45119 members 
Mstep: Class 18 contains 4709 members 
Mstep: Class 19 contains 35119 members 
Mstep: Class 20 contains 2545 members 
Mstep: Class 21 contains 14541 members 
Mstep: Class 22 contains 2651 members 
Mstep: Class 23 contains 2216 members 
Mstep: Class 24 contains 54815 members 
Entering Unmasked Estep 
Score: -104759008.000000 Penalty: 81314.312500
Splitting cluster 17 changes total score from -104740552.000000 to -104759008.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 19 (35119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Entering Unmasked Estep 
Score: -4405136.500000 Penalty: 2595.691406
	Iteration 0F: 2 clusters Score -4405136 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 17533 members 
Entering Unmasked Estep 
Score: -4381374.500000 Penalty: 5191.382812
	Iteration 0F: 3 clusters Score -4381374 nChanged 15804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -4389833.000000 Penalty: 5191.382812
	Iteration 1F: 3 clusters Score -4389833 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -4390279.000000 Penalty: 5191.382812
	Iteration 2Q: 3 clusters Score -4390279 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -4390672.000000 Penalty: 5191.382812
	Iteration 3Q: 3 clusters Score -4390672 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 17645 members 
Entering Unmasked Estep 
Score: -4390985.000000 Penalty: 5191.382812
	Iteration 4Q: 3 clusters Score -4390985 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -4391290.000000 Penalty: 5191.382812
	Iteration 5Q: 3 clusters Score -4391290 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -4391577.000000 Penalty: 5191.382812
	Iteration 6Q: 3 clusters Score -4391577 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -4391932.000000 Penalty: 5191.382812
	Iteration 7Q: 3 clusters Score -4391932 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -4392398.500000 Penalty: 5191.382812
	Iteration 8Q: 3 clusters Score -4392398 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -4392948.500000 Penalty: 5191.382812
	Iteration 9Q: 3 clusters Score -4392948 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -4393698.000000 Penalty: 5191.382812
	Iteration 10Q: 3 clusters Score -4393698 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -4394718.500000 Penalty: 5191.382812
	Iteration 11Q: 3 clusters Score -4394718 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -4395973.500000 Penalty: 5191.382812
	Iteration 12F: 3 clusters Score -4395974 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -4397343.000000 Penalty: 5191.382812
	Iteration 13F: 3 clusters Score -4397343 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -4398557.500000 Penalty: 5191.382812
	Iteration 14F: 3 clusters Score -4398558 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -4399348.000000 Penalty: 5191.382812
	Iteration 15Q: 3 clusters Score -4399348 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -4399809.500000 Penalty: 5191.382812
	Iteration 16Q: 3 clusters Score -4399810 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -4400092.500000 Penalty: 5191.382812
	Iteration 17Q: 3 clusters Score -4400092 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -4400325.500000 Penalty: 5191.382812
	Iteration 18Q: 3 clusters Score -4400326 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -4400540.500000 Penalty: 5191.382812
	Iteration 19Q: 3 clusters Score -4400540 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -4400719.000000 Penalty: 5191.382812
	Iteration 20F: 3 clusters Score -4400719 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -4400890.000000 Penalty: 5191.382812
	Iteration 21Q: 3 clusters Score -4400890 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -4401022.500000 Penalty: 5191.382812
	Iteration 22Q: 3 clusters Score -4401022 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -4401112.000000 Penalty: 5191.382812
	Iteration 23Q: 3 clusters Score -4401112 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -4401201.500000 Penalty: 5191.382812
	Iteration 24Q: 3 clusters Score -4401202 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 26885 members 
Entering Unmasked Estep 
Score: -4401280.500000 Penalty: 5191.382812
	Iteration 25Q: 3 clusters Score -4401280 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -4401369.000000 Penalty: 5191.382812
	Iteration 26Q: 3 clusters Score -4401369 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 27418 members 
Entering Unmasked Estep 
Score: -4401423.000000 Penalty: 5191.382812
	Iteration 27Q: 3 clusters Score -4401423 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 27653 members 
Entering Unmasked Estep 
Score: -4401465.000000 Penalty: 5191.382812
	Iteration 28Q: 3 clusters Score -4401465 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 27869 members 
Entering Unmasked Estep 
Score: -4401504.500000 Penalty: 5191.382812
	Iteration 29Q: 3 clusters Score -4401504 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 28061 members 
Entering Unmasked Estep 
Score: -4401554.500000 Penalty: 5191.382812
	Iteration 30Q: 3 clusters Score -4401554 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -4401600.000000 Penalty: 5191.382812
	Iteration 31Q: 3 clusters Score -4401600 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 28438 members 
Entering Unmasked Estep 
Score: -4401638.500000 Penalty: 5191.382812
	Iteration 32Q: 3 clusters Score -4401638 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 28625 members 
Entering Unmasked Estep 
Score: -4401674.500000 Penalty: 5191.382812
	Iteration 33Q: 3 clusters Score -4401674 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 28820 members 
Entering Unmasked Estep 
Score: -4401711.000000 Penalty: 5191.382812
	Iteration 34Q: 3 clusters Score -4401711 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -4401742.000000 Penalty: 5191.382812
	Iteration 35Q: 3 clusters Score -4401742 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 29218 members 
Entering Unmasked Estep 
Score: -4401788.500000 Penalty: 5191.382812
	Iteration 36Q: 3 clusters Score -4401788 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -4401838.500000 Penalty: 5191.382812
	Iteration 37Q: 3 clusters Score -4401838 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 29603 members 
Entering Unmasked Estep 
Score: -4401887.500000 Penalty: 5191.382812
	Iteration 38Q: 3 clusters Score -4401888 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 29766 members 
Entering Unmasked Estep 
Score: -4401915.500000 Penalty: 5191.382812
	Iteration 39Q: 3 clusters Score -4401916 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 29932 members 
Entering Unmasked Estep 
Score: -4401947.000000 Penalty: 5191.382812
	Iteration 40F: 3 clusters Score -4401947 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 30098 members 
Entering Unmasked Estep 
Score: -4401989.500000 Penalty: 5191.382812
	Iteration 41Q: 3 clusters Score -4401990 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 30263 members 
Entering Unmasked Estep 
Score: -4402029.000000 Penalty: 5191.382812
	Iteration 42Q: 3 clusters Score -4402029 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 30427 members 
Entering Unmasked Estep 
Score: -4402060.000000 Penalty: 5191.382812
	Iteration 43Q: 3 clusters Score -4402060 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 30592 members 
Entering Unmasked Estep 
Score: -4402105.500000 Penalty: 5191.382812
	Iteration 44Q: 3 clusters Score -4402106 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -4402147.000000 Penalty: 5191.382812
	Iteration 45Q: 3 clusters Score -4402147 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 30893 members 
Entering Unmasked Estep 
Score: -4402172.000000 Penalty: 5191.382812
	Iteration 46Q: 3 clusters Score -4402172 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 31031 members 
Entering Unmasked Estep 
Score: -4402194.500000 Penalty: 5191.382812
	Iteration 47Q: 3 clusters Score -4402194 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 31161 members 
Entering Unmasked Estep 
Score: -4402227.500000 Penalty: 5191.382812
	Iteration 48Q: 3 clusters Score -4402228 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 31308 members 
Entering Unmasked Estep 
Score: -4402266.000000 Penalty: 5191.382812
	Iteration 49Q: 3 clusters Score -4402266 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 31431 members 
Entering Unmasked Estep 
Score: -4402311.000000 Penalty: 5191.382812
	Iteration 50Q: 3 clusters Score -4402311 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -4402354.500000 Penalty: 5191.382812
	Iteration 51Q: 3 clusters Score -4402354 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 31701 members 
Entering Unmasked Estep 
Score: -4402380.000000 Penalty: 5191.382812
	Iteration 52Q: 3 clusters Score -4402380 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 31823 members 
Entering Unmasked Estep 
Score: -4402425.000000 Penalty: 5191.382812
	Iteration 53Q: 3 clusters Score -4402425 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 31956 members 
Entering Unmasked Estep 
Score: -4402454.000000 Penalty: 5191.382812
	Iteration 54Q: 3 clusters Score -4402454 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
Score: -4402493.000000 Penalty: 5191.382812
	Iteration 55Q: 3 clusters Score -4402493 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 32248 members 
Entering Unmasked Estep 
Score: -4402563.000000 Penalty: 5191.382812
	Iteration 56Q: 3 clusters Score -4402563 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 32383 members 
Entering Unmasked Estep 
Score: -4402589.500000 Penalty: 5191.382812
	Iteration 57Q: 3 clusters Score -4402590 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 32492 members 
Entering Unmasked Estep 
Score: -4402621.500000 Penalty: 5191.382812
	Iteration 58Q: 3 clusters Score -4402622 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -4402643.000000 Penalty: 5191.382812
	Iteration 59Q: 3 clusters Score -4402643 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 32661 members 
Entering Unmasked Estep 
Score: -4402657.000000 Penalty: 5191.382812
	Iteration 60F: 3 clusters Score -4402657 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
Score: -4402681.500000 Penalty: 5191.382812
	Iteration 61Q: 3 clusters Score -4402682 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 32791 members 
Entering Unmasked Estep 
Score: -4402690.000000 Penalty: 5191.382812
	Iteration 62Q: 3 clusters Score -4402690 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -4402704.000000 Penalty: 5191.382812
	Iteration 63Q: 3 clusters Score -4402704 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 32931 members 
Entering Unmasked Estep 
Score: -4402719.000000 Penalty: 5191.382812
	Iteration 64Q: 3 clusters Score -4402719 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -4402745.000000 Penalty: 5191.382812
	Iteration 65Q: 3 clusters Score -4402745 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -4402759.500000 Penalty: 5191.382812
	Iteration 66Q: 3 clusters Score -4402760 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 33132 members 
Entering Unmasked Estep 
Score: -4402783.000000 Penalty: 5191.382812
	Iteration 67Q: 3 clusters Score -4402783 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -4402802.500000 Penalty: 5191.382812
	Iteration 68Q: 3 clusters Score -4402802 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 33255 members 
Entering Unmasked Estep 
Score: -4402819.500000 Penalty: 5191.382812
	Iteration 69Q: 3 clusters Score -4402820 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 33313 members 
Entering Unmasked Estep 
Score: -4402835.500000 Penalty: 5191.382812
	Iteration 70Q: 3 clusters Score -4402836 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 33365 members 
Entering Unmasked Estep 
Score: -4402850.000000 Penalty: 5191.382812
	Iteration 71Q: 3 clusters Score -4402850 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 33415 members 
Entering Unmasked Estep 
Score: -4402874.500000 Penalty: 5191.382812
	Iteration 72Q: 3 clusters Score -4402874 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 33466 members 
Entering Unmasked Estep 
Score: -4402892.000000 Penalty: 5191.382812
	Iteration 73Q: 3 clusters Score -4402892 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 33510 members 
Entering Unmasked Estep 
Score: -4402898.500000 Penalty: 5191.382812
	Iteration 74Q: 3 clusters Score -4402898 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 33549 members 
Entering Unmasked Estep 
Score: -4402909.000000 Penalty: 5191.382812
	Iteration 75Q: 3 clusters Score -4402909 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 33588 members 
Entering Unmasked Estep 
Score: -4402925.500000 Penalty: 5191.382812
	Iteration 76Q: 3 clusters Score -4402926 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -4402940.000000 Penalty: 5191.382812
	Iteration 77Q: 3 clusters Score -4402940 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 33666 members 
Entering Unmasked Estep 
Score: -4402952.000000 Penalty: 5191.382812
	Iteration 78Q: 3 clusters Score -4402952 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 33697 members 
Entering Unmasked Estep 
Score: -4402960.500000 Penalty: 5191.382812
	Iteration 79Q: 3 clusters Score -4402960 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 33736 members 
Entering Unmasked Estep 
Score: -4402978.500000 Penalty: 5191.382812
	Iteration 80F: 3 clusters Score -4402978 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -4402988.500000 Penalty: 5191.382812
	Iteration 81Q: 3 clusters Score -4402988 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
Score: -4402987.500000 Penalty: 5191.382812
	Iteration 82Q: 3 clusters Score -4402988 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 33814 members 
Entering Unmasked Estep 
Score: -4403001.000000 Penalty: 5191.382812
	Iteration 83Q: 3 clusters Score -4403001 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 33838 members 
Entering Unmasked Estep 
Score: -4403009.000000 Penalty: 5191.382812
	Iteration 84Q: 3 clusters Score -4403009 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 33861 members 
Entering Unmasked Estep 
Score: -4403014.500000 Penalty: 5191.382812
	Iteration 85Q: 3 clusters Score -4403014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -4403023.000000 Penalty: 5191.382812
	Iteration 86Q: 3 clusters Score -4403023 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -4403026.500000 Penalty: 5191.382812
	Iteration 87Q: 3 clusters Score -4403026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 33906 members 
Entering Unmasked Estep 
Score: -4403025.500000 Penalty: 5191.382812
	Iteration 88Q: 3 clusters Score -4403026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -4403033.500000 Penalty: 5191.382812
	Iteration 89Q: 3 clusters Score -4403034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -4403033.500000 Penalty: 5191.382812
	Iteration 90Q: 3 clusters Score -4403034 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -4403044.000000 Penalty: 5191.382812
	Iteration 91Q: 3 clusters Score -4403044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 33961 members 
Entering Unmasked Estep 
Score: -4403043.000000 Penalty: 5191.382812
	Iteration 92Q: 3 clusters Score -4403043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 33971 members 
Entering Unmasked Estep 
Score: -4403052.000000 Penalty: 5191.382812
	Iteration 93Q: 3 clusters Score -4403052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 33978 members 
Entering Unmasked Estep 
Score: -4403048.500000 Penalty: 5191.382812
	Iteration 94Q: 3 clusters Score -4403048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 33980 members 
Entering Unmasked Estep 
Score: -4403049.500000 Penalty: 5191.382812
	Iteration 95Q: 3 clusters Score -4403050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
Score: -4403049.500000 Penalty: 5191.382812
	Iteration 96Q: 3 clusters Score -4403050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 33984 members 
Entering Unmasked Estep 
Score: -4403050.000000 Penalty: 5191.382812
	Iteration 97Q: 3 clusters Score -4403050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 33984 members 
Entering Unmasked Estep 
Score: -4403050.000000 Penalty: 5191.382812
	Iteration 98F: 3 clusters Score -4403050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Entering Unmasked Estep 
Score: -308755.875000 Penalty: 1944.787720
	Iteration 0F: 2 clusters Score -308755.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -305792.718750 Penalty: 3889.575439
	Iteration 0F: 3 clusters Score -305792.7 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -306416.687500 Penalty: 3889.575439
	Iteration 1F: 3 clusters Score -306416.7 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -306623.656250 Penalty: 3889.575439
	Iteration 2F: 3 clusters Score -306623.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -306767.968750 Penalty: 3889.575439
	Iteration 3F: 3 clusters Score -306768 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -306871.406250 Penalty: 3889.575439
	Iteration 4Q: 3 clusters Score -306871.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -306935.343750 Penalty: 3889.575439
	Iteration 5Q: 3 clusters Score -306935.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -306981.468750 Penalty: 3889.575439
	Iteration 6Q: 3 clusters Score -306981.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -307011.937500 Penalty: 3889.575439
	Iteration 7Q: 3 clusters Score -307011.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -307036.875000 Penalty: 3889.575439
	Iteration 8Q: 3 clusters Score -307036.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -307070.250000 Penalty: 3889.575439
	Iteration 9Q: 3 clusters Score -307070.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -307107.812500 Penalty: 3889.575439
	Iteration 10Q: 3 clusters Score -307107.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -307151.218750 Penalty: 3889.575439
	Iteration 11Q: 3 clusters Score -307151.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -307198.687500 Penalty: 3889.575439
	Iteration 12Q: 3 clusters Score -307198.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -307248.531250 Penalty: 3889.575439
	Iteration 13Q: 3 clusters Score -307248.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -307287.000000 Penalty: 3889.575439
	Iteration 14Q: 3 clusters Score -307287 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -307326.593750 Penalty: 3889.575439
	Iteration 15Q: 3 clusters Score -307326.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -307362.281250 Penalty: 3889.575439
	Iteration 16Q: 3 clusters Score -307362.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -307404.750000 Penalty: 3889.575439
	Iteration 17Q: 3 clusters Score -307404.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -307453.031250 Penalty: 3889.575439
	Iteration 18Q: 3 clusters Score -307453 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -307516.406250 Penalty: 3889.575439
	Iteration 19Q: 3 clusters Score -307516.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -307575.312500 Penalty: 3889.575439
	Iteration 20F: 3 clusters Score -307575.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -307624.687500 Penalty: 3889.575439
	Iteration 21Q: 3 clusters Score -307624.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -307675.625000 Penalty: 3889.575439
	Iteration 22Q: 3 clusters Score -307675.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -307723.531250 Penalty: 3889.575439
	Iteration 23Q: 3 clusters Score -307723.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -307765.125000 Penalty: 3889.575439
	Iteration 24Q: 3 clusters Score -307765.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -307817.156250 Penalty: 3889.575439
	Iteration 25Q: 3 clusters Score -307817.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -307857.437500 Penalty: 3889.575439
	Iteration 26Q: 3 clusters Score -307857.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -307900.812500 Penalty: 3889.575439
	Iteration 27Q: 3 clusters Score -307900.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -307947.687500 Penalty: 3889.575439
	Iteration 28Q: 3 clusters Score -307947.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -307985.500000 Penalty: 3889.575439
	Iteration 29Q: 3 clusters Score -307985.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -308008.406250 Penalty: 3889.575439
	Iteration 30Q: 3 clusters Score -308008.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -308021.000000 Penalty: 3889.575439
	Iteration 31Q: 3 clusters Score -308021 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -308029.406250 Penalty: 3889.575439
	Iteration 32Q: 3 clusters Score -308029.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -308035.968750 Penalty: 3889.575439
	Iteration 33Q: 3 clusters Score -308036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -308039.062500 Penalty: 3889.575439
	Iteration 34Q: 3 clusters Score -308039.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -308043.625000 Penalty: 3889.575439
	Iteration 35Q: 3 clusters Score -308043.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -308045.875000 Penalty: 3889.575439
	Iteration 36Q: 3 clusters Score -308045.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -308047.875000 Penalty: 3889.575439
	Iteration 37Q: 3 clusters Score -308047.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -308048.125000 Penalty: 3889.575439
	Iteration 38Q: 3 clusters Score -308048.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -308048.125000 Penalty: 3889.575439
	Iteration 39F: 3 clusters Score -308048.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Entering Unmasked Estep 
Score: -1810859.750000 Penalty: 2377.012451
	Iteration 0F: 2 clusters Score -1810860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -1800187.625000 Penalty: 4754.024902
	Iteration 0F: 3 clusters Score -1800188 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1803648.750000 Penalty: 4754.024902
	Iteration 1F: 3 clusters Score -1803649 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1804159.375000 Penalty: 4754.024902
	Iteration 2F: 3 clusters Score -1804159 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1804652.875000 Penalty: 4754.024902
	Iteration 3F: 3 clusters Score -1804653 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1805172.375000 Penalty: 4754.024902
	Iteration 4F: 3 clusters Score -1805172 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1805744.250000 Penalty: 4754.024902
	Iteration 5F: 3 clusters Score -1805744 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1806400.125000 Penalty: 4754.024902
	Iteration 6F: 3 clusters Score -1806400 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -1807031.750000 Penalty: 4754.024902
	Iteration 7F: 3 clusters Score -1807032 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1807669.250000 Penalty: 4754.024902
	Iteration 8F: 3 clusters Score -1807669 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1808274.625000 Penalty: 4754.024902
	Iteration 9Q: 3 clusters Score -1808275 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1808820.375000 Penalty: 4754.024902
	Iteration 10Q: 3 clusters Score -1808820 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1809204.375000 Penalty: 4754.024902
	Iteration 11Q: 3 clusters Score -1809204 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1809398.125000 Penalty: 4754.024902
	Iteration 12Q: 3 clusters Score -1809398 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -1809481.750000 Penalty: 4754.024902
	Iteration 13Q: 3 clusters Score -1809482 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1809537.375000 Penalty: 4754.024902
	Iteration 14Q: 3 clusters Score -1809537 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1809576.250000 Penalty: 4754.024902
	Iteration 15Q: 3 clusters Score -1809576 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1809606.375000 Penalty: 4754.024902
	Iteration 16Q: 3 clusters Score -1809606 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1809615.500000 Penalty: 4754.024902
	Iteration 17Q: 3 clusters Score -1809616 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1809624.125000 Penalty: 4754.024902
	Iteration 18Q: 3 clusters Score -1809624 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1809635.875000 Penalty: 4754.024902
	Iteration 19Q: 3 clusters Score -1809636 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -1809645.625000 Penalty: 4754.024902
	Iteration 20F: 3 clusters Score -1809646 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1809656.250000 Penalty: 4754.024902
	Iteration 21Q: 3 clusters Score -1809656 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1809667.375000 Penalty: 4754.024902
	Iteration 22Q: 3 clusters Score -1809667 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1809672.125000 Penalty: 4754.024902
	Iteration 23Q: 3 clusters Score -1809672 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1809669.125000 Penalty: 4754.024902
	Iteration 24Q: 3 clusters Score -1809669 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1809676.000000 Penalty: 4754.024902
	Iteration 25Q: 3 clusters Score -1809676 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1809679.125000 Penalty: 4754.024902
	Iteration 26Q: 3 clusters Score -1809679 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1809683.000000 Penalty: 4754.024902
	Iteration 27Q: 3 clusters Score -1809683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1809684.625000 Penalty: 4754.024902
	Iteration 28Q: 3 clusters Score -1809685 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1809682.500000 Penalty: 4754.024902
	Iteration 29Q: 3 clusters Score -1809682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1809681.250000 Penalty: 4754.024902
	Iteration 30Q: 3 clusters Score -1809681 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1809683.250000 Penalty: 4754.024902
	Iteration 31Q: 3 clusters Score -1809683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1809683.875000 Penalty: 4754.024902
	Iteration 32Q: 3 clusters Score -1809684 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1809684.500000 Penalty: 4754.024902
	Iteration 33Q: 3 clusters Score -1809684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1809685.500000 Penalty: 4754.024902
	Iteration 34Q: 3 clusters Score -1809686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1809687.125000 Penalty: 4754.024902
	Iteration 35Q: 3 clusters Score -1809687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1809690.125000 Penalty: 4754.024902
	Iteration 36Q: 3 clusters Score -1809690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1809686.625000 Penalty: 4754.024902
	Iteration 37Q: 3 clusters Score -1809687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1809694.250000 Penalty: 4754.024902
	Iteration 38Q: 3 clusters Score -1809694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1809696.250000 Penalty: 4754.024902
	Iteration 39Q: 3 clusters Score -1809696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1809698.125000 Penalty: 4754.024902
	Iteration 40F: 3 clusters Score -1809698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1809700.000000 Penalty: 4754.024902
	Iteration 41Q: 3 clusters Score -1809700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1809698.000000 Penalty: 4754.024902
	Iteration 42Q: 3 clusters Score -1809698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1809699.750000 Penalty: 4754.024902
	Iteration 43Q: 3 clusters Score -1809700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1809703.875000 Penalty: 4754.024902
	Iteration 44Q: 3 clusters Score -1809704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1809701.000000 Penalty: 4754.024902
	Iteration 45Q: 3 clusters Score -1809701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1809703.875000 Penalty: 4754.024902
	Iteration 46Q: 3 clusters Score -1809704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1809700.375000 Penalty: 4754.024902
	Iteration 47Q: 3 clusters Score -1809700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1809702.625000 Penalty: 4754.024902
	Iteration 48Q: 3 clusters Score -1809703 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1809702.000000 Penalty: 4754.024902
	Iteration 49Q: 3 clusters Score -1809702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1809702.500000 Penalty: 4754.024902
	Iteration 50Q: 3 clusters Score -1809702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1809700.125000 Penalty: 4754.024902
	Iteration 51Q: 3 clusters Score -1809700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1809703.000000 Penalty: 4754.024902
	Iteration 52Q: 3 clusters Score -1809703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1809703.375000 Penalty: 4754.024902
	Iteration 53Q: 3 clusters Score -1809703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1809703.125000 Penalty: 4754.024902
	Iteration 54Q: 3 clusters Score -1809703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1809702.625000 Penalty: 4754.024902
	Iteration 55Q: 3 clusters Score -1809703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1809700.250000 Penalty: 4754.024902
	Iteration 56Q: 3 clusters Score -1809700 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1809700.000000 Penalty: 4754.024902
	Iteration 57Q: 3 clusters Score -1809700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -1809700.875000 Penalty: 4754.024902
	Iteration 58Q: 3 clusters Score -1809701 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1809704.625000 Penalty: 4754.024902
	Iteration 59Q: 3 clusters Score -1809705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1809705.125000 Penalty: 4754.024902
	Iteration 60F: 3 clusters Score -1809705 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1809703.750000 Penalty: 4754.024902
	Iteration 61Q: 3 clusters Score -1809704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1809703.750000 Penalty: 4754.024902
	Iteration 62F: 3 clusters Score -1809704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Entering Unmasked Estep 
Score: -322577.406250 Penalty: 1954.907715
	Iteration 0F: 2 clusters Score -322577.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -319523.437500 Penalty: 3909.815430
	Iteration 0F: 3 clusters Score -319523.4 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -320142.343750 Penalty: 3909.815430
	Iteration 1F: 3 clusters Score -320142.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -320300.968750 Penalty: 3909.815430
	Iteration 2F: 3 clusters Score -320301 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -320370.312500 Penalty: 3909.815430
	Iteration 3Q: 3 clusters Score -320370.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -320402.562500 Penalty: 3909.815430
	Iteration 4Q: 3 clusters Score -320402.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -320425.468750 Penalty: 3909.815430
	Iteration 5Q: 3 clusters Score -320425.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -320438.843750 Penalty: 3909.815430
	Iteration 6Q: 3 clusters Score -320438.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -320447.156250 Penalty: 3909.815430
	Iteration 7Q: 3 clusters Score -320447.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -320457.281250 Penalty: 3909.815430
	Iteration 8Q: 3 clusters Score -320457.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -320463.812500 Penalty: 3909.815430
	Iteration 9Q: 3 clusters Score -320463.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -320468.812500 Penalty: 3909.815430
	Iteration 10Q: 3 clusters Score -320468.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -320474.468750 Penalty: 3909.815430
	Iteration 11Q: 3 clusters Score -320474.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -320477.250000 Penalty: 3909.815430
	Iteration 12Q: 3 clusters Score -320477.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -320479.125000 Penalty: 3909.815430
	Iteration 13Q: 3 clusters Score -320479.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -320480.218750 Penalty: 3909.815430
	Iteration 14Q: 3 clusters Score -320480.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -320481.093750 Penalty: 3909.815430
	Iteration 15Q: 3 clusters Score -320481.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -320482.187500 Penalty: 3909.815430
	Iteration 16Q: 3 clusters Score -320482.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -320484.031250 Penalty: 3909.815430
	Iteration 17Q: 3 clusters Score -320484 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -320486.156250 Penalty: 3909.815430
	Iteration 18Q: 3 clusters Score -320486.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -320488.906250 Penalty: 3909.815430
	Iteration 19Q: 3 clusters Score -320488.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -320490.500000 Penalty: 3909.815430
	Iteration 20F: 3 clusters Score -320490.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -320490.156250 Penalty: 3909.815430
	Iteration 21Q: 3 clusters Score -320490.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -320490.156250 Penalty: 3909.815430
	Iteration 22F: 3 clusters Score -320490.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Entering Unmasked Estep 
Score: -243307.453125 Penalty: 1910.457886
	Iteration 0F: 2 clusters Score -243307.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -240602.203125 Penalty: 3820.915771
	Iteration 0F: 3 clusters Score -240602.2 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -241223.109375 Penalty: 3820.915771
	Iteration 1F: 3 clusters Score -241223.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -241377.546875 Penalty: 3820.915771
	Iteration 2F: 3 clusters Score -241377.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -241480.078125 Penalty: 3820.915771
	Iteration 3Q: 3 clusters Score -241480.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -241545.859375 Penalty: 3820.915771
	Iteration 4Q: 3 clusters Score -241545.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -241589.015625 Penalty: 3820.915771
	Iteration 5Q: 3 clusters Score -241589 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -241621.593750 Penalty: 3820.915771
	Iteration 6Q: 3 clusters Score -241621.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -241644.328125 Penalty: 3820.915771
	Iteration 7Q: 3 clusters Score -241644.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -241678.453125 Penalty: 3820.915771
	Iteration 8Q: 3 clusters Score -241678.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -241712.984375 Penalty: 3820.915771
	Iteration 9Q: 3 clusters Score -241713 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -241739.500000 Penalty: 3820.915771
	Iteration 10Q: 3 clusters Score -241739.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -241754.843750 Penalty: 3820.915771
	Iteration 11Q: 3 clusters Score -241754.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -241768.625000 Penalty: 3820.915771
	Iteration 12Q: 3 clusters Score -241768.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -241782.703125 Penalty: 3820.915771
	Iteration 13Q: 3 clusters Score -241782.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -241805.250000 Penalty: 3820.915771
	Iteration 14Q: 3 clusters Score -241805.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -241829.625000 Penalty: 3820.915771
	Iteration 15Q: 3 clusters Score -241829.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -241842.093750 Penalty: 3820.915771
	Iteration 16Q: 3 clusters Score -241842.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -241861.218750 Penalty: 3820.915771
	Iteration 17Q: 3 clusters Score -241861.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -241877.031250 Penalty: 3820.915771
	Iteration 18Q: 3 clusters Score -241877 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -241896.171875 Penalty: 3820.915771
	Iteration 19Q: 3 clusters Score -241896.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -241917.859375 Penalty: 3820.915771
	Iteration 20F: 3 clusters Score -241917.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -241985.703125 Penalty: 3820.915771
	Iteration 21Q: 3 clusters Score -241985.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -242041.531250 Penalty: 3820.915771
	Iteration 22Q: 3 clusters Score -242041.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -242104.468750 Penalty: 3820.915771
	Iteration 23Q: 3 clusters Score -242104.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -242193.671875 Penalty: 3820.915771
	Iteration 24Q: 3 clusters Score -242193.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -242335.343750 Penalty: 3820.915771
	Iteration 25Q: 3 clusters Score -242335.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -242509.718750 Penalty: 3820.915771
	Iteration 26Q: 3 clusters Score -242509.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -242629.140625 Penalty: 3820.915771
	Iteration 27Q: 3 clusters Score -242629.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -242717.734375 Penalty: 3820.915771
	Iteration 28Q: 3 clusters Score -242717.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -242782.265625 Penalty: 3820.915771
	Iteration 29Q: 3 clusters Score -242782.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -242871.687500 Penalty: 3820.915771
	Iteration 30Q: 3 clusters Score -242871.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -242980.171875 Penalty: 3820.915771
	Iteration 31Q: 3 clusters Score -242980.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -243064.828125 Penalty: 3820.915771
	Iteration 32Q: 3 clusters Score -243064.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -243117.140625 Penalty: 3820.915771
	Iteration 33Q: 3 clusters Score -243117.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -243145.937500 Penalty: 3820.915771
	Iteration 34Q: 3 clusters Score -243145.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -243165.437500 Penalty: 3820.915771
	Iteration 35Q: 3 clusters Score -243165.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -243178.484375 Penalty: 3820.915771
	Iteration 36Q: 3 clusters Score -243178.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -243186.546875 Penalty: 3820.915771
	Iteration 37Q: 3 clusters Score -243186.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -243193.531250 Penalty: 3820.915771
	Iteration 38Q: 3 clusters Score -243193.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -243200.125000 Penalty: 3820.915771
	Iteration 39Q: 3 clusters Score -243200.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -243203.812500 Penalty: 3820.915771
	Iteration 40F: 3 clusters Score -243203.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -243215.562500 Penalty: 3820.915771
	Iteration 41Q: 3 clusters Score -243215.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -243217.921875 Penalty: 3820.915771
	Iteration 42Q: 3 clusters Score -243217.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -243218.843750 Penalty: 3820.915771
	Iteration 43Q: 3 clusters Score -243218.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -243220.468750 Penalty: 3820.915771
	Iteration 44Q: 3 clusters Score -243220.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -243220.687500 Penalty: 3820.915771
	Iteration 45Q: 3 clusters Score -243220.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -243221.515625 Penalty: 3820.915771
	Iteration 46F: 3 clusters Score -243221.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -243229.921875 Penalty: 3820.915771
	Iteration 47Q: 3 clusters Score -243229.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -243230.437500 Penalty: 3820.915771
	Iteration 48Q: 3 clusters Score -243230.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -243230.437500 Penalty: 3820.915771
	Iteration 49F: 3 clusters Score -243230.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 11778 members 
Mstep: Class 3 contains 426 members 
Mstep: Class 4 contains 4927 members 
Mstep: Class 5 contains 57437 members 
Mstep: Class 6 contains 310314 members 
Mstep: Class 7 contains 4723 members 
Mstep: Class 8 contains 18594 members 
Mstep: Class 9 contains 3791 members 
Mstep: Class 10 contains 6609 members 
Mstep: Class 11 contains 21853 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 14 contains 171882 members 
Mstep: Class 15 contains 61604 members 
Mstep: Class 16 contains 2318 members 
Mstep: Class 17 contains 45119 members 
Mstep: Class 19 contains 35119 members 
Mstep: Class 20 contains 2545 members 
Mstep: Class 21 contains 14541 members 
Mstep: Class 22 contains 2651 members 
Mstep: Class 23 contains 2216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104762752.000000 Penalty: 81314.312500
Iteration 79Q: 25 clusters Score -1.047628e+08 nChanged 8728
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 11940 members 
Mstep: Class 3 contains 431 members 
Mstep: Class 4 contains 4936 members 
Mstep: Class 5 contains 57399 members 
Mstep: Class 6 contains 311823 members 
Mstep: Class 7 contains 4748 members 
Mstep: Class 8 contains 18593 members 
Mstep: Class 9 contains 3845 members 
Mstep: Class 10 contains 6616 members 
Mstep: Class 11 contains 21953 members 
Mstep: Class 12 contains 1383 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172899 members 
Mstep: Class 15 contains 61763 members 
Mstep: Class 16 contains 2322 members 
Mstep: Class 17 contains 44367 members 
Mstep: Class 18 contains 4610 members 
Mstep: Class 19 contains 35503 members 
Mstep: Class 20 contains 2560 members 
Mstep: Class 21 contains 14494 members 
Mstep: Class 22 contains 2331 members 
Mstep: Class 23 contains 2216 members 
Mstep: Class 24 contains 52573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104763608.000000 Penalty: 81314.312500
Iteration 80F: 25 clusters Score -1.047636e+08 nChanged 6673
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 12075 members 
Mstep: Class 3 contains 438 members 
Mstep: Class 4 contains 4948 members 
Mstep: Class 5 contains 57393 members 
Mstep: Class 6 contains 311875 members 
Mstep: Class 7 contains 4760 members 
Mstep: Class 8 contains 18524 members 
Mstep: Class 9 contains 3577 members 
Mstep: Class 10 contains 6629 members 
Mstep: Class 11 contains 21888 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 173263 members 
Mstep: Class 15 contains 61785 members 
Mstep: Class 16 contains 2316 members 
Mstep: Class 17 contains 43868 members 
Mstep: Class 18 contains 4627 members 
Mstep: Class 19 contains 35410 members 
Mstep: Class 20 contains 2540 members 
Mstep: Class 21 contains 14412 members 
Mstep: Class 22 contains 2218 members 
Mstep: Class 23 contains 2215 members 
Mstep: Class 24 contains 53140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104765048.000000 Penalty: 81314.312500
Iteration 81Q: 25 clusters Score -1.04765e+08 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 12197 members 
Mstep: Class 3 contains 440 members 
Mstep: Class 4 contains 4959 members 
Mstep: Class 5 contains 57383 members 
Mstep: Class 6 contains 311791 members 
Mstep: Class 7 contains 4785 members 
Mstep: Class 8 contains 18417 members 
Mstep: Class 9 contains 3456 members 
Mstep: Class 10 contains 6652 members 
Mstep: Class 11 contains 21861 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 173466 members 
Mstep: Class 15 contains 61806 members 
Mstep: Class 16 contains 2314 members 
Mstep: Class 17 contains 43606 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 35290 members 
Mstep: Class 20 contains 2531 members 
Mstep: Class 21 contains 14352 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 2216 members 
Mstep: Class 24 contains 53560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104765528.000000 Penalty: 81314.312500
Iteration 82Q: 25 clusters Score -1.047655e+08 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 12299 members 
Mstep: Class 3 contains 440 members 
Mstep: Class 4 contains 4968 members 
Mstep: Class 5 contains 57382 members 
Mstep: Class 6 contains 311593 members 
Mstep: Class 7 contains 4806 members 
Mstep: Class 8 contains 18320 members 
Mstep: Class 9 contains 3397 members 
Mstep: Class 10 contains 6660 members 
Mstep: Class 11 contains 21833 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 173648 members 
Mstep: Class 15 contains 61806 members 
Mstep: Class 16 contains 2314 members 
Mstep: Class 17 contains 43476 members 
Mstep: Class 18 contains 4664 members 
Mstep: Class 19 contains 35174 members 
Mstep: Class 20 contains 2521 members 
Mstep: Class 21 contains 14330 members 
Mstep: Class 22 contains 2117 members 
Mstep: Class 23 contains 2216 members 
Mstep: Class 24 contains 53892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104765632.000000 Penalty: 81314.312500
Iteration 83Q: 25 clusters Score -1.047656e+08 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 12390 members 
Mstep: Class 3 contains 440 members 
Mstep: Class 4 contains 4977 members 
Mstep: Class 5 contains 57363 members 
Mstep: Class 6 contains 311440 members 
Mstep: Class 7 contains 4827 members 
Mstep: Class 8 contains 18263 members 
Mstep: Class 9 contains 3358 members 
Mstep: Class 10 contains 6658 members 
Mstep: Class 11 contains 21820 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 173745 members 
Mstep: Class 15 contains 61796 members 
Mstep: Class 16 contains 2312 members 
Mstep: Class 17 contains 43425 members 
Mstep: Class 18 contains 4690 members 
Mstep: Class 19 contains 35062 members 
Mstep: Class 20 contains 2510 members 
Mstep: Class 21 contains 14305 members 
Mstep: Class 22 contains 2099 members 
Mstep: Class 23 contains 2216 members 
Mstep: Class 24 contains 54135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104765968.000000 Penalty: 81314.312500
Iteration 84Q: 25 clusters Score -1.04766e+08 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 12472 members 
Mstep: Class 3 contains 442 members 
Mstep: Class 4 contains 4986 members 
Mstep: Class 5 contains 57345 members 
Mstep: Class 6 contains 311277 members 
Mstep: Class 7 contains 4846 members 
Mstep: Class 8 contains 18214 members 
Mstep: Class 9 contains 3321 members 
Mstep: Class 10 contains 6651 members 
Mstep: Class 11 contains 21811 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 173791 members 
Mstep: Class 15 contains 61807 members 
Mstep: Class 16 contains 2311 members 
Mstep: Class 17 contains 43435 members 
Mstep: Class 18 contains 4726 members 
Mstep: Class 19 contains 34973 members 
Mstep: Class 20 contains 2499 members 
Mstep: Class 21 contains 14278 members 
Mstep: Class 22 contains 2099 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 54320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104766312.000000 Penalty: 81314.312500
Iteration 85Q: 25 clusters Score -1.047663e+08 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 12526 members 
Mstep: Class 3 contains 443 members 
Mstep: Class 4 contains 4988 members 
Mstep: Class 5 contains 57340 members 
Mstep: Class 6 contains 311172 members 
Mstep: Class 7 contains 4872 members 
Mstep: Class 8 contains 18181 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 6649 members 
Mstep: Class 11 contains 21810 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 173791 members 
Mstep: Class 15 contains 61805 members 
Mstep: Class 16 contains 2311 members 
Mstep: Class 17 contains 43449 members 
Mstep: Class 18 contains 4759 members 
Mstep: Class 19 contains 34909 members 
Mstep: Class 20 contains 2487 members 
Mstep: Class 21 contains 14268 members 
Mstep: Class 22 contains 2106 members 
Mstep: Class 23 contains 2215 members 
Mstep: Class 24 contains 54442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104766736.000000 Penalty: 81314.312500
Iteration 86Q: 25 clusters Score -1.047667e+08 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 12583 members 
Mstep: Class 3 contains 445 members 
Mstep: Class 4 contains 4993 members 
Mstep: Class 5 contains 57338 members 
Mstep: Class 6 contains 311043 members 
Mstep: Class 7 contains 4888 members 
Mstep: Class 8 contains 18151 members 
Mstep: Class 9 contains 3280 members 
Mstep: Class 10 contains 6653 members 
Mstep: Class 11 contains 21816 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 173818 members 
Mstep: Class 15 contains 61804 members 
Mstep: Class 16 contains 2310 members 
Mstep: Class 17 contains 43468 members 
Mstep: Class 18 contains 4794 members 
Mstep: Class 19 contains 34855 members 
Mstep: Class 20 contains 2476 members 
Mstep: Class 21 contains 14257 members 
Mstep: Class 22 contains 2113 members 
Mstep: Class 23 contains 2215 members 
Mstep: Class 24 contains 54516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104766808.000000 Penalty: 81314.312500
Iteration 87Q: 25 clusters Score -1.047668e+08 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 12658 members 
Mstep: Class 3 contains 446 members 
Mstep: Class 4 contains 5001 members 
Mstep: Class 5 contains 57329 members 
Mstep: Class 6 contains 310996 members 
Mstep: Class 7 contains 4907 members 
Mstep: Class 8 contains 18121 members 
Mstep: Class 9 contains 3265 members 
Mstep: Class 10 contains 6658 members 
Mstep: Class 11 contains 21815 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 173785 members 
Mstep: Class 15 contains 61795 members 
Mstep: Class 16 contains 2309 members 
Mstep: Class 17 contains 43482 members 
Mstep: Class 18 contains 4818 members 
Mstep: Class 19 contains 34789 members 
Mstep: Class 20 contains 2465 members 
Mstep: Class 21 contains 14245 members 
Mstep: Class 22 contains 2126 members 
Mstep: Class 23 contains 2214 members 
Mstep: Class 24 contains 54592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104766928.000000 Penalty: 81314.312500
Iteration 88Q: 25 clusters Score -1.047669e+08 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 12726 members 
Mstep: Class 3 contains 446 members 
Mstep: Class 4 contains 5004 members 
Mstep: Class 5 contains 57329 members 
Mstep: Class 6 contains 310916 members 
Mstep: Class 7 contains 4917 members 
Mstep: Class 8 contains 18095 members 
Mstep: Class 9 contains 3255 members 
Mstep: Class 10 contains 6652 members 
Mstep: Class 11 contains 21812 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 173797 members 
Mstep: Class 15 contains 61782 members 
Mstep: Class 16 contains 2310 members 
Mstep: Class 17 contains 43517 members 
Mstep: Class 18 contains 4847 members 
Mstep: Class 19 contains 34723 members 
Mstep: Class 20 contains 2457 members 
Mstep: Class 21 contains 14235 members 
Mstep: Class 22 contains 2139 members 
Mstep: Class 23 contains 2215 members 
Mstep: Class 24 contains 54642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104767328.000000 Penalty: 81314.312500
Iteration 89Q: 25 clusters Score -1.047673e+08 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 12779 members 
Mstep: Class 3 contains 446 members 
Mstep: Class 4 contains 5007 members 
Mstep: Class 5 contains 57335 members 
Mstep: Class 6 contains 310832 members 
Mstep: Class 7 contains 4929 members 
Mstep: Class 8 contains 18068 members 
Mstep: Class 9 contains 3245 members 
Mstep: Class 10 contains 6649 members 
Mstep: Class 11 contains 21806 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 173794 members 
Mstep: Class 15 contains 61768 members 
Mstep: Class 16 contains 2311 members 
Mstep: Class 17 contains 43548 members 
Mstep: Class 18 contains 4881 members 
Mstep: Class 19 contains 34675 members 
Mstep: Class 20 contains 2454 members 
Mstep: Class 21 contains 14232 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 2215 members 
Mstep: Class 24 contains 54683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104767456.000000 Penalty: 81314.312500
Iteration 90Q: 25 clusters Score -1.047675e+08 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 12832 members 
Mstep: Class 3 contains 446 members 
Mstep: Class 4 contains 5009 members 
Mstep: Class 5 contains 57341 members 
Mstep: Class 6 contains 310803 members 
Mstep: Class 7 contains 4945 members 
Mstep: Class 8 contains 18054 members 
Mstep: Class 9 contains 3240 members 
Mstep: Class 10 contains 6646 members 
Mstep: Class 11 contains 21796 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 173734 members 
Mstep: Class 15 contains 61767 members 
Mstep: Class 16 contains 2315 members 
Mstep: Class 17 contains 43579 members 
Mstep: Class 18 contains 4905 members 
Mstep: Class 19 contains 34630 members 
Mstep: Class 20 contains 2445 members 
Mstep: Class 21 contains 14221 members 
Mstep: Class 22 contains 2168 members 
Mstep: Class 23 contains 2216 members 
Mstep: Class 24 contains 54727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104767584.000000 Penalty: 81314.312500
Iteration 91Q: 25 clusters Score -1.047676e+08 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 12880 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5013 members 
Mstep: Class 5 contains 57356 members 
Mstep: Class 6 contains 310777 members 
Mstep: Class 7 contains 4951 members 
Mstep: Class 8 contains 18031 members 
Mstep: Class 9 contains 3236 members 
Mstep: Class 10 contains 6643 members 
Mstep: Class 11 contains 21797 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 173695 members 
Mstep: Class 15 contains 61769 members 
Mstep: Class 16 contains 2314 members 
Mstep: Class 17 contains 43600 members 
Mstep: Class 18 contains 4935 members 
Mstep: Class 19 contains 34576 members 
Mstep: Class 20 contains 2440 members 
Mstep: Class 21 contains 14208 members 
Mstep: Class 22 contains 2168 members 
Mstep: Class 23 contains 2216 members 
Mstep: Class 24 contains 54767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104767496.000000 Penalty: 81314.312500
Iteration 92Q: 25 clusters Score -1.047675e+08 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 12936 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5016 members 
Mstep: Class 5 contains 57371 members 
Mstep: Class 6 contains 310762 members 
Mstep: Class 7 contains 4956 members 
Mstep: Class 8 contains 18016 members 
Mstep: Class 9 contains 3239 members 
Mstep: Class 10 contains 6644 members 
Mstep: Class 11 contains 21798 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 173622 members 
Mstep: Class 15 contains 61766 members 
Mstep: Class 16 contains 2312 members 
Mstep: Class 17 contains 43627 members 
Mstep: Class 18 contains 4957 members 
Mstep: Class 19 contains 34530 members 
Mstep: Class 20 contains 2438 members 
Mstep: Class 21 contains 14190 members 
Mstep: Class 22 contains 2169 members 
Mstep: Class 23 contains 2216 members 
Mstep: Class 24 contains 54802 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104767528.000000 Penalty: 81314.312500
Iteration 93Q: 25 clusters Score -1.047675e+08 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 12981 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5021 members 
Mstep: Class 5 contains 57373 members 
Mstep: Class 6 contains 310756 members 
Mstep: Class 7 contains 4955 members 
Mstep: Class 8 contains 18005 members 
Mstep: Class 9 contains 3240 members 
Mstep: Class 10 contains 6642 members 
Mstep: Class 11 contains 21795 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 173579 members 
Mstep: Class 15 contains 61758 members 
Mstep: Class 16 contains 2312 members 
Mstep: Class 17 contains 43656 members 
Mstep: Class 18 contains 4980 members 
Mstep: Class 19 contains 34492 members 
Mstep: Class 20 contains 2437 members 
Mstep: Class 21 contains 14171 members 
Mstep: Class 22 contains 2177 members 
Mstep: Class 23 contains 2216 members 
Mstep: Class 24 contains 54819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104767752.000000 Penalty: 81314.312500
Iteration 94Q: 25 clusters Score -1.047678e+08 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 13032 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5032 members 
Mstep: Class 5 contains 57368 members 
Mstep: Class 6 contains 310760 members 
Mstep: Class 7 contains 4955 members 
Mstep: Class 8 contains 17994 members 
Mstep: Class 9 contains 3239 members 
Mstep: Class 10 contains 6638 members 
Mstep: Class 11 contains 21795 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 173535 members 
Mstep: Class 15 contains 61753 members 
Mstep: Class 16 contains 2312 members 
Mstep: Class 17 contains 43676 members 
Mstep: Class 18 contains 5006 members 
Mstep: Class 19 contains 34446 members 
Mstep: Class 20 contains 2435 members 
Mstep: Class 21 contains 14159 members 
Mstep: Class 22 contains 2179 members 
Mstep: Class 23 contains 2216 members 
Mstep: Class 24 contains 54835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104768072.000000 Penalty: 81314.312500
Iteration 95Q: 25 clusters Score -1.047681e+08 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 13075 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5041 members 
Mstep: Class 5 contains 57372 members 
Mstep: Class 6 contains 310746 members 
Mstep: Class 7 contains 4958 members 
Mstep: Class 8 contains 17986 members 
Mstep: Class 9 contains 3237 members 
Mstep: Class 10 contains 6635 members 
Mstep: Class 11 contains 21792 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 173520 members 
Mstep: Class 15 contains 61747 members 
Mstep: Class 16 contains 2312 members 
Mstep: Class 17 contains 43689 members 
Mstep: Class 18 contains 5037 members 
Mstep: Class 19 contains 34408 members 
Mstep: Class 20 contains 2435 members 
Mstep: Class 21 contains 14151 members 
Mstep: Class 22 contains 2183 members 
Mstep: Class 23 contains 2216 members 
Mstep: Class 24 contains 54835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104768240.000000 Penalty: 81314.312500
Iteration 96Q: 25 clusters Score -1.047682e+08 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 13124 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5047 members 
Mstep: Class 5 contains 57377 members 
Mstep: Class 6 contains 310770 members 
Mstep: Class 7 contains 4963 members 
Mstep: Class 8 contains 17985 members 
Mstep: Class 9 contains 3234 members 
Mstep: Class 10 contains 6637 members 
Mstep: Class 11 contains 21792 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 173450 members 
Mstep: Class 15 contains 61734 members 
Mstep: Class 16 contains 2312 members 
Mstep: Class 17 contains 43710 members 
Mstep: Class 18 contains 5076 members 
Mstep: Class 19 contains 34369 members 
Mstep: Class 20 contains 2436 members 
Mstep: Class 21 contains 14142 members 
Mstep: Class 22 contains 2181 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 54824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104768248.000000 Penalty: 81314.312500
Iteration 97Q: 25 clusters Score -1.047682e+08 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 13178 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5055 members 
Mstep: Class 5 contains 57378 members 
Mstep: Class 6 contains 310818 members 
Mstep: Class 7 contains 4963 members 
Mstep: Class 8 contains 17973 members 
Mstep: Class 9 contains 3230 members 
Mstep: Class 10 contains 6638 members 
Mstep: Class 11 contains 21787 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 173387 members 
Mstep: Class 15 contains 61728 members 
Mstep: Class 16 contains 2311 members 
Mstep: Class 17 contains 43723 members 
Mstep: Class 18 contains 5101 members 
Mstep: Class 19 contains 34328 members 
Mstep: Class 20 contains 2436 members 
Mstep: Class 21 contains 14133 members 
Mstep: Class 22 contains 2184 members 
Mstep: Class 23 contains 2217 members 
Mstep: Class 24 contains 54817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104768376.000000 Penalty: 81314.312500
Iteration 98Q: 25 clusters Score -1.047684e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 13230 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5062 members 
Mstep: Class 5 contains 57378 members 
Mstep: Class 6 contains 310834 members 
Mstep: Class 7 contains 4965 members 
Mstep: Class 8 contains 17965 members 
Mstep: Class 9 contains 3233 members 
Mstep: Class 10 contains 6639 members 
Mstep: Class 11 contains 21791 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 173348 members 
Mstep: Class 15 contains 61727 members 
Mstep: Class 16 contains 2311 members 
Mstep: Class 17 contains 43728 members 
Mstep: Class 18 contains 5123 members 
Mstep: Class 19 contains 34281 members 
Mstep: Class 20 contains 2439 members 
Mstep: Class 21 contains 14128 members 
Mstep: Class 22 contains 2184 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104768296.000000 Penalty: 81314.312500
Iteration 99Q: 25 clusters Score -1.047683e+08 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 13276 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5066 members 
Mstep: Class 5 contains 57384 members 
Mstep: Class 6 contains 310848 members 
Mstep: Class 7 contains 4970 members 
Mstep: Class 8 contains 17958 members 
Mstep: Class 9 contains 3231 members 
Mstep: Class 10 contains 6640 members 
Mstep: Class 11 contains 21792 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 173296 members 
Mstep: Class 15 contains 61718 members 
Mstep: Class 16 contains 2310 members 
Mstep: Class 17 contains 43740 members 
Mstep: Class 18 contains 5147 members 
Mstep: Class 19 contains 34252 members 
Mstep: Class 20 contains 2436 members 
Mstep: Class 21 contains 14130 members 
Mstep: Class 22 contains 2186 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104768520.000000 Penalty: 81314.312500
Iteration 100F: 25 clusters Score -1.047685e+08 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 13312 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5070 members 
Mstep: Class 5 contains 57390 members 
Mstep: Class 6 contains 310909 members 
Mstep: Class 7 contains 4972 members 
Mstep: Class 8 contains 17946 members 
Mstep: Class 9 contains 3228 members 
Mstep: Class 10 contains 6641 members 
Mstep: Class 11 contains 21790 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 173221 members 
Mstep: Class 15 contains 61711 members 
Mstep: Class 16 contains 2311 members 
Mstep: Class 17 contains 43750 members 
Mstep: Class 18 contains 5160 members 
Mstep: Class 19 contains 34219 members 
Mstep: Class 20 contains 2435 members 
Mstep: Class 21 contains 14133 members 
Mstep: Class 22 contains 2191 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104768344.000000 Penalty: 81314.312500
Iteration 101Q: 25 clusters Score -1.047683e+08 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 13345 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5072 members 
Mstep: Class 5 contains 57400 members 
Mstep: Class 6 contains 310908 members 
Mstep: Class 7 contains 4971 members 
Mstep: Class 8 contains 17936 members 
Mstep: Class 9 contains 3224 members 
Mstep: Class 10 contains 6643 members 
Mstep: Class 11 contains 21787 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 173200 members 
Mstep: Class 15 contains 61700 members 
Mstep: Class 16 contains 2309 members 
Mstep: Class 17 contains 43763 members 
Mstep: Class 18 contains 5169 members 
Mstep: Class 19 contains 34199 members 
Mstep: Class 20 contains 2433 members 
Mstep: Class 21 contains 14139 members 
Mstep: Class 22 contains 2193 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104768328.000000 Penalty: 81314.312500
Iteration 102Q: 25 clusters Score -1.047683e+08 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 13378 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5073 members 
Mstep: Class 5 contains 57413 members 
Mstep: Class 6 contains 310921 members 
Mstep: Class 7 contains 4976 members 
Mstep: Class 8 contains 17928 members 
Mstep: Class 9 contains 3223 members 
Mstep: Class 10 contains 6646 members 
Mstep: Class 11 contains 21786 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 173153 members 
Mstep: Class 15 contains 61696 members 
Mstep: Class 16 contains 2311 members 
Mstep: Class 17 contains 43775 members 
Mstep: Class 18 contains 5175 members 
Mstep: Class 19 contains 34175 members 
Mstep: Class 20 contains 2431 members 
Mstep: Class 21 contains 14142 members 
Mstep: Class 22 contains 2195 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104768416.000000 Penalty: 81314.312500
Iteration 103Q: 25 clusters Score -1.047684e+08 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 13415 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5074 members 
Mstep: Class 5 contains 57428 members 
Mstep: Class 6 contains 310939 members 
Mstep: Class 7 contains 4976 members 
Mstep: Class 8 contains 17910 members 
Mstep: Class 9 contains 3224 members 
Mstep: Class 10 contains 6649 members 
Mstep: Class 11 contains 21779 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 173121 members 
Mstep: Class 15 contains 61695 members 
Mstep: Class 16 contains 2312 members 
Mstep: Class 17 contains 43784 members 
Mstep: Class 18 contains 5177 members 
Mstep: Class 19 contains 34158 members 
Mstep: Class 20 contains 2432 members 
Mstep: Class 21 contains 14143 members 
Mstep: Class 22 contains 2198 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104768432.000000 Penalty: 81314.312500
Iteration 104Q: 25 clusters Score -1.047684e+08 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 13454 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5074 members 
Mstep: Class 5 contains 57439 members 
Mstep: Class 6 contains 310971 members 
Mstep: Class 7 contains 4982 members 
Mstep: Class 8 contains 17897 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6654 members 
Mstep: Class 11 contains 21774 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 173076 members 
Mstep: Class 15 contains 61689 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43788 members 
Mstep: Class 18 contains 5182 members 
Mstep: Class 19 contains 34128 members 
Mstep: Class 20 contains 2431 members 
Mstep: Class 21 contains 14150 members 
Mstep: Class 22 contains 2202 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104768488.000000 Penalty: 81314.312500
Iteration 105Q: 25 clusters Score -1.047685e+08 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 13492 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5076 members 
Mstep: Class 5 contains 57448 members 
Mstep: Class 6 contains 310960 members 
Mstep: Class 7 contains 4991 members 
Mstep: Class 8 contains 17885 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6658 members 
Mstep: Class 11 contains 21771 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 173066 members 
Mstep: Class 15 contains 61690 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43807 members 
Mstep: Class 18 contains 5183 members 
Mstep: Class 19 contains 34098 members 
Mstep: Class 20 contains 2433 members 
Mstep: Class 21 contains 14148 members 
Mstep: Class 22 contains 2191 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104768368.000000 Penalty: 81314.312500
Iteration 106Q: 25 clusters Score -1.047684e+08 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 13526 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5078 members 
Mstep: Class 5 contains 57436 members 
Mstep: Class 6 contains 310968 members 
Mstep: Class 7 contains 4996 members 
Mstep: Class 8 contains 17873 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6658 members 
Mstep: Class 11 contains 21768 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 173050 members 
Mstep: Class 15 contains 61689 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43824 members 
Mstep: Class 18 contains 5184 members 
Mstep: Class 19 contains 34057 members 
Mstep: Class 20 contains 2431 members 
Mstep: Class 21 contains 14152 members 
Mstep: Class 22 contains 2194 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104768480.000000 Penalty: 81314.312500
Iteration 107Q: 25 clusters Score -1.047685e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 13555 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5081 members 
Mstep: Class 5 contains 57436 members 
Mstep: Class 6 contains 310953 members 
Mstep: Class 7 contains 4999 members 
Mstep: Class 8 contains 17864 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6659 members 
Mstep: Class 11 contains 21765 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 173048 members 
Mstep: Class 15 contains 61696 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43826 members 
Mstep: Class 18 contains 5188 members 
Mstep: Class 19 contains 34019 members 
Mstep: Class 20 contains 2429 members 
Mstep: Class 21 contains 14157 members 
Mstep: Class 22 contains 2193 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104768680.000000 Penalty: 81314.312500
Iteration 108Q: 25 clusters Score -1.047687e+08 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 13573 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5082 members 
Mstep: Class 5 contains 57434 members 
Mstep: Class 6 contains 310956 members 
Mstep: Class 7 contains 5005 members 
Mstep: Class 8 contains 17857 members 
Mstep: Class 9 contains 3220 members 
Mstep: Class 10 contains 6660 members 
Mstep: Class 11 contains 21761 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 173048 members 
Mstep: Class 15 contains 61689 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43827 members 
Mstep: Class 18 contains 5191 members 
Mstep: Class 19 contains 33993 members 
Mstep: Class 20 contains 2427 members 
Mstep: Class 21 contains 14157 members 
Mstep: Class 22 contains 2194 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104768752.000000 Penalty: 81314.312500
Iteration 109Q: 25 clusters Score -1.047688e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 13590 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5085 members 
Mstep: Class 5 contains 57428 members 
Mstep: Class 6 contains 310981 members 
Mstep: Class 7 contains 5008 members 
Mstep: Class 8 contains 17849 members 
Mstep: Class 9 contains 3222 members 
Mstep: Class 10 contains 6660 members 
Mstep: Class 11 contains 21758 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 173043 members 
Mstep: Class 15 contains 61672 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43830 members 
Mstep: Class 18 contains 5194 members 
Mstep: Class 19 contains 33969 members 
Mstep: Class 20 contains 2426 members 
Mstep: Class 21 contains 14156 members 
Mstep: Class 22 contains 2196 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104768744.000000 Penalty: 81314.312500
Iteration 110Q: 25 clusters Score -1.047687e+08 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 13604 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5088 members 
Mstep: Class 5 contains 57428 members 
Mstep: Class 6 contains 311002 members 
Mstep: Class 7 contains 5011 members 
Mstep: Class 8 contains 17845 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6660 members 
Mstep: Class 11 contains 21758 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 173024 members 
Mstep: Class 15 contains 61663 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43830 members 
Mstep: Class 18 contains 5196 members 
Mstep: Class 19 contains 33948 members 
Mstep: Class 20 contains 2425 members 
Mstep: Class 21 contains 14155 members 
Mstep: Class 22 contains 2197 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104768672.000000 Penalty: 81314.312500
Iteration 111Q: 25 clusters Score -1.047687e+08 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 13620 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5091 members 
Mstep: Class 5 contains 57436 members 
Mstep: Class 6 contains 311013 members 
Mstep: Class 7 contains 5013 members 
Mstep: Class 8 contains 17845 members 
Mstep: Class 9 contains 3220 members 
Mstep: Class 10 contains 6660 members 
Mstep: Class 11 contains 21756 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 173020 members 
Mstep: Class 15 contains 61651 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43826 members 
Mstep: Class 18 contains 5195 members 
Mstep: Class 19 contains 33925 members 
Mstep: Class 20 contains 2424 members 
Mstep: Class 21 contains 14157 members 
Mstep: Class 22 contains 2196 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104768904.000000 Penalty: 81314.312500
Iteration 112Q: 25 clusters Score -1.047689e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 13641 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5094 members 
Mstep: Class 5 contains 57441 members 
Mstep: Class 6 contains 311035 members 
Mstep: Class 7 contains 5013 members 
Mstep: Class 8 contains 17851 members 
Mstep: Class 9 contains 3219 members 
Mstep: Class 10 contains 6661 members 
Mstep: Class 11 contains 21754 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172999 members 
Mstep: Class 15 contains 61646 members 
Mstep: Class 16 contains 2314 members 
Mstep: Class 17 contains 43819 members 
Mstep: Class 18 contains 5195 members 
Mstep: Class 19 contains 33899 members 
Mstep: Class 20 contains 2424 members 
Mstep: Class 21 contains 14154 members 
Mstep: Class 22 contains 2195 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104768960.000000 Penalty: 81314.312500
Iteration 113Q: 25 clusters Score -1.04769e+08 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 13660 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5096 members 
Mstep: Class 5 contains 57450 members 
Mstep: Class 6 contains 311043 members 
Mstep: Class 7 contains 5016 members 
Mstep: Class 8 contains 17856 members 
Mstep: Class 9 contains 3220 members 
Mstep: Class 10 contains 6662 members 
Mstep: Class 11 contains 21755 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172968 members 
Mstep: Class 15 contains 61646 members 
Mstep: Class 16 contains 2315 members 
Mstep: Class 17 contains 43816 members 
Mstep: Class 18 contains 5195 members 
Mstep: Class 19 contains 33875 members 
Mstep: Class 20 contains 2423 members 
Mstep: Class 21 contains 14152 members 
Mstep: Class 22 contains 2194 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104768880.000000 Penalty: 81314.312500
Iteration 114Q: 25 clusters Score -1.047689e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 13675 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5101 members 
Mstep: Class 5 contains 57451 members 
Mstep: Class 6 contains 311061 members 
Mstep: Class 7 contains 5019 members 
Mstep: Class 8 contains 17857 members 
Mstep: Class 9 contains 3220 members 
Mstep: Class 10 contains 6663 members 
Mstep: Class 11 contains 21757 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172928 members 
Mstep: Class 15 contains 61656 members 
Mstep: Class 16 contains 2315 members 
Mstep: Class 17 contains 43822 members 
Mstep: Class 18 contains 5195 members 
Mstep: Class 19 contains 33857 members 
Mstep: Class 20 contains 2422 members 
Mstep: Class 21 contains 14153 members 
Mstep: Class 22 contains 2193 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104768896.000000 Penalty: 81314.312500
Iteration 115Q: 25 clusters Score -1.047689e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 13698 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5102 members 
Mstep: Class 5 contains 57458 members 
Mstep: Class 6 contains 311064 members 
Mstep: Class 7 contains 5022 members 
Mstep: Class 8 contains 17855 members 
Mstep: Class 9 contains 3220 members 
Mstep: Class 10 contains 6663 members 
Mstep: Class 11 contains 21756 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172891 members 
Mstep: Class 15 contains 61658 members 
Mstep: Class 16 contains 2315 members 
Mstep: Class 17 contains 43840 members 
Mstep: Class 18 contains 5195 members 
Mstep: Class 19 contains 33837 members 
Mstep: Class 20 contains 2421 members 
Mstep: Class 21 contains 14154 members 
Mstep: Class 22 contains 2192 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769016.000000 Penalty: 81314.312500
Iteration 116Q: 25 clusters Score -1.04769e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 13719 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5105 members 
Mstep: Class 5 contains 57464 members 
Mstep: Class 6 contains 311076 members 
Mstep: Class 7 contains 5023 members 
Mstep: Class 8 contains 17856 members 
Mstep: Class 9 contains 3220 members 
Mstep: Class 10 contains 6663 members 
Mstep: Class 11 contains 21755 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172852 members 
Mstep: Class 15 contains 61663 members 
Mstep: Class 16 contains 2315 members 
Mstep: Class 17 contains 43849 members 
Mstep: Class 18 contains 5195 members 
Mstep: Class 19 contains 33814 members 
Mstep: Class 20 contains 2420 members 
Mstep: Class 21 contains 14154 members 
Mstep: Class 22 contains 2189 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769008.000000 Penalty: 81314.312500
Iteration 117Q: 25 clusters Score -1.04769e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 13747 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5110 members 
Mstep: Class 5 contains 57465 members 
Mstep: Class 6 contains 311085 members 
Mstep: Class 7 contains 5026 members 
Mstep: Class 8 contains 17861 members 
Mstep: Class 9 contains 3220 members 
Mstep: Class 10 contains 6663 members 
Mstep: Class 11 contains 21755 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172813 members 
Mstep: Class 15 contains 61665 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43855 members 
Mstep: Class 18 contains 5195 members 
Mstep: Class 19 contains 33784 members 
Mstep: Class 20 contains 2418 members 
Mstep: Class 21 contains 14159 members 
Mstep: Class 22 contains 2188 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769096.000000 Penalty: 81314.312500
Iteration 118Q: 25 clusters Score -1.047691e+08 nChanged 270
Entering ConstructFrom: 
Score: -104769096.000000 Penalty: 81314.312500
Entering ConstructFrom: 
Trying to split cluster 1 (17169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Entering Unmasked Estep 
Score: -2174908.500000 Penalty: 2418.213623
	Iteration 0F: 2 clusters Score -2174908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -2162515.750000 Penalty: 4836.427246
	Iteration 0F: 3 clusters Score -2162516 nChanged 7508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 8773 members 
Entering Unmasked Estep 
Score: -2166517.000000 Penalty: 4836.427246
	Iteration 1F: 3 clusters Score -2166517 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -2166868.750000 Penalty: 4836.427246
	Iteration 2F: 3 clusters Score -2166869 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -2167166.000000 Penalty: 4836.427246
	Iteration 3Q: 3 clusters Score -2167166 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -2167406.750000 Penalty: 4836.427246
	Iteration 4Q: 3 clusters Score -2167407 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -2167641.250000 Penalty: 4836.427246
	Iteration 5Q: 3 clusters Score -2167641 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -2167854.250000 Penalty: 4836.427246
	Iteration 6Q: 3 clusters Score -2167854 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2168042.250000 Penalty: 4836.427246
	Iteration 7Q: 3 clusters Score -2168042 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -2168270.500000 Penalty: 4836.427246
	Iteration 8Q: 3 clusters Score -2168270 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -2168545.000000 Penalty: 4836.427246
	Iteration 9Q: 3 clusters Score -2168545 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -2168893.250000 Penalty: 4836.427246
	Iteration 10Q: 3 clusters Score -2168893 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -2169342.500000 Penalty: 4836.427246
	Iteration 11Q: 3 clusters Score -2169342 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -2169858.500000 Penalty: 4836.427246
	Iteration 12Q: 3 clusters Score -2169858 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -2170408.000000 Penalty: 4836.427246
	Iteration 13Q: 3 clusters Score -2170408 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -2170952.750000 Penalty: 4836.427246
	Iteration 14Q: 3 clusters Score -2170953 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -2171429.750000 Penalty: 4836.427246
	Iteration 15Q: 3 clusters Score -2171430 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -2171785.250000 Penalty: 4836.427246
	Iteration 16Q: 3 clusters Score -2171785 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -2171989.000000 Penalty: 4836.427246
	Iteration 17Q: 3 clusters Score -2171989 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -2172110.250000 Penalty: 4836.427246
	Iteration 18Q: 3 clusters Score -2172110 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -2172189.000000 Penalty: 4836.427246
	Iteration 19Q: 3 clusters Score -2172189 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -2172256.500000 Penalty: 4836.427246
	Iteration 20F: 3 clusters Score -2172256 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -2172302.000000 Penalty: 4836.427246
	Iteration 21Q: 3 clusters Score -2172302 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -2172345.500000 Penalty: 4836.427246
	Iteration 22Q: 3 clusters Score -2172346 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -2172374.250000 Penalty: 4836.427246
	Iteration 23Q: 3 clusters Score -2172374 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -2172403.750000 Penalty: 4836.427246
	Iteration 24Q: 3 clusters Score -2172404 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -2172431.000000 Penalty: 4836.427246
	Iteration 25Q: 3 clusters Score -2172431 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -2172454.500000 Penalty: 4836.427246
	Iteration 26Q: 3 clusters Score -2172454 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -2172475.500000 Penalty: 4836.427246
	Iteration 27Q: 3 clusters Score -2172476 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -2172491.000000 Penalty: 4836.427246
	Iteration 28Q: 3 clusters Score -2172491 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -2172511.500000 Penalty: 4836.427246
	Iteration 29Q: 3 clusters Score -2172512 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -2172529.750000 Penalty: 4836.427246
	Iteration 30Q: 3 clusters Score -2172530 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -2172551.750000 Penalty: 4836.427246
	Iteration 31Q: 3 clusters Score -2172552 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -2172564.750000 Penalty: 4836.427246
	Iteration 32Q: 3 clusters Score -2172565 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -2172574.250000 Penalty: 4836.427246
	Iteration 33Q: 3 clusters Score -2172574 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -2172583.250000 Penalty: 4836.427246
	Iteration 34Q: 3 clusters Score -2172583 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -2172588.000000 Penalty: 4836.427246
	Iteration 35Q: 3 clusters Score -2172588 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -2172597.000000 Penalty: 4836.427246
	Iteration 36Q: 3 clusters Score -2172597 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -2172608.750000 Penalty: 4836.427246
	Iteration 37Q: 3 clusters Score -2172609 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -2172625.750000 Penalty: 4836.427246
	Iteration 38Q: 3 clusters Score -2172626 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -2172640.750000 Penalty: 4836.427246
	Iteration 39Q: 3 clusters Score -2172641 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -2172645.250000 Penalty: 4836.427246
	Iteration 40F: 3 clusters Score -2172645 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -2172648.250000 Penalty: 4836.427246
	Iteration 41Q: 3 clusters Score -2172648 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -2172655.500000 Penalty: 4836.427246
	Iteration 42Q: 3 clusters Score -2172656 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -2172667.750000 Penalty: 4836.427246
	Iteration 43Q: 3 clusters Score -2172668 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -2172684.250000 Penalty: 4836.427246
	Iteration 44Q: 3 clusters Score -2172684 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -2172689.500000 Penalty: 4836.427246
	Iteration 45Q: 3 clusters Score -2172690 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -2172698.500000 Penalty: 4836.427246
	Iteration 46Q: 3 clusters Score -2172698 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -2172697.750000 Penalty: 4836.427246
	Iteration 47Q: 3 clusters Score -2172698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -2172701.000000 Penalty: 4836.427246
	Iteration 48Q: 3 clusters Score -2172701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -2172701.000000 Penalty: 4836.427246
	Iteration 49Q: 3 clusters Score -2172701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -2172702.000000 Penalty: 4836.427246
	Iteration 50Q: 3 clusters Score -2172702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -2172708.250000 Penalty: 4836.427246
	Iteration 51Q: 3 clusters Score -2172708 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -2172716.000000 Penalty: 4836.427246
	Iteration 52Q: 3 clusters Score -2172716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -2172715.750000 Penalty: 4836.427246
	Iteration 53Q: 3 clusters Score -2172716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -2172724.750000 Penalty: 4836.427246
	Iteration 54Q: 3 clusters Score -2172725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -2172727.750000 Penalty: 4836.427246
	Iteration 55Q: 3 clusters Score -2172728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 15568 members 
Entering Unmasked Estep 
Score: -2172739.250000 Penalty: 4836.427246
	Iteration 56Q: 3 clusters Score -2172739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -2172739.250000 Penalty: 4836.427246
	Iteration 57Q: 3 clusters Score -2172739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -2172742.750000 Penalty: 4836.427246
	Iteration 58Q: 3 clusters Score -2172743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -2172746.500000 Penalty: 4836.427246
	Iteration 59Q: 3 clusters Score -2172746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -2172749.750000 Penalty: 4836.427246
	Iteration 60F: 3 clusters Score -2172750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -2172752.000000 Penalty: 4836.427246
	Iteration 61Q: 3 clusters Score -2172752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -2172752.250000 Penalty: 4836.427246
	Iteration 62Q: 3 clusters Score -2172752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -2172754.750000 Penalty: 4836.427246
	Iteration 63Q: 3 clusters Score -2172755 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -2172761.000000 Penalty: 4836.427246
	Iteration 64Q: 3 clusters Score -2172761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -2172762.000000 Penalty: 4836.427246
	Iteration 65Q: 3 clusters Score -2172762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -2172762.000000 Penalty: 4836.427246
	Iteration 66Q: 3 clusters Score -2172762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -2172760.500000 Penalty: 4836.427246
	Iteration 67Q: 3 clusters Score -2172760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -2172760.000000 Penalty: 4836.427246
	Iteration 68Q: 3 clusters Score -2172760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -2172757.500000 Penalty: 4836.427246
	Iteration 69Q: 3 clusters Score -2172758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -2172758.750000 Penalty: 4836.427246
	Iteration 70Q: 3 clusters Score -2172759 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -2172758.750000 Penalty: 4836.427246
	Iteration 71F: 3 clusters Score -2172759 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (13772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Entering Unmasked Estep 
Score: -1758318.125000 Penalty: 2363.537354
	Iteration 0F: 2 clusters Score -1758318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1748183.125000 Penalty: 4727.074707
	Iteration 0F: 3 clusters Score -1748183 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1751334.250000 Penalty: 4727.074707
	Iteration 1F: 3 clusters Score -1751334 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1751642.375000 Penalty: 4727.074707
	Iteration 2F: 3 clusters Score -1751642 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1751844.000000 Penalty: 4727.074707
	Iteration 3Q: 3 clusters Score -1751844 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1752001.125000 Penalty: 4727.074707
	Iteration 4Q: 3 clusters Score -1752001 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1752115.750000 Penalty: 4727.074707
	Iteration 5Q: 3 clusters Score -1752116 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1752202.500000 Penalty: 4727.074707
	Iteration 6Q: 3 clusters Score -1752202 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1752287.875000 Penalty: 4727.074707
	Iteration 7Q: 3 clusters Score -1752288 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1752363.625000 Penalty: 4727.074707
	Iteration 8Q: 3 clusters Score -1752364 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1752443.625000 Penalty: 4727.074707
	Iteration 9Q: 3 clusters Score -1752444 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1752509.375000 Penalty: 4727.074707
	Iteration 10Q: 3 clusters Score -1752509 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1752567.000000 Penalty: 4727.074707
	Iteration 11Q: 3 clusters Score -1752567 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1752636.750000 Penalty: 4727.074707
	Iteration 12Q: 3 clusters Score -1752637 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1752724.125000 Penalty: 4727.074707
	Iteration 13Q: 3 clusters Score -1752724 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1752842.375000 Penalty: 4727.074707
	Iteration 14Q: 3 clusters Score -1752842 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1752991.500000 Penalty: 4727.074707
	Iteration 15Q: 3 clusters Score -1752992 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1753170.000000 Penalty: 4727.074707
	Iteration 16Q: 3 clusters Score -1753170 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1753407.625000 Penalty: 4727.074707
	Iteration 17Q: 3 clusters Score -1753408 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1753718.625000 Penalty: 4727.074707
	Iteration 18Q: 3 clusters Score -1753719 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1754058.375000 Penalty: 4727.074707
	Iteration 19Q: 3 clusters Score -1754058 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1754395.625000 Penalty: 4727.074707
	Iteration 20F: 3 clusters Score -1754396 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1754655.125000 Penalty: 4727.074707
	Iteration 21Q: 3 clusters Score -1754655 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -1754819.750000 Penalty: 4727.074707
	Iteration 22Q: 3 clusters Score -1754820 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1754890.875000 Penalty: 4727.074707
	Iteration 23Q: 3 clusters Score -1754891 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1754925.500000 Penalty: 4727.074707
	Iteration 24Q: 3 clusters Score -1754926 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1754956.500000 Penalty: 4727.074707
	Iteration 25Q: 3 clusters Score -1754956 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1754979.500000 Penalty: 4727.074707
	Iteration 26Q: 3 clusters Score -1754980 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1754985.500000 Penalty: 4727.074707
	Iteration 27Q: 3 clusters Score -1754986 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1755005.875000 Penalty: 4727.074707
	Iteration 28Q: 3 clusters Score -1755006 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 7519 members 
Entering Unmasked Estep 
Score: -1755011.500000 Penalty: 4727.074707
	Iteration 29Q: 3 clusters Score -1755012 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1755021.875000 Penalty: 4727.074707
	Iteration 30Q: 3 clusters Score -1755022 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1755028.625000 Penalty: 4727.074707
	Iteration 31Q: 3 clusters Score -1755029 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1755033.500000 Penalty: 4727.074707
	Iteration 32Q: 3 clusters Score -1755034 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1755053.750000 Penalty: 4727.074707
	Iteration 33Q: 3 clusters Score -1755054 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1755063.875000 Penalty: 4727.074707
	Iteration 34Q: 3 clusters Score -1755064 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1755073.500000 Penalty: 4727.074707
	Iteration 35Q: 3 clusters Score -1755074 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -1755080.375000 Penalty: 4727.074707
	Iteration 36Q: 3 clusters Score -1755080 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1755086.875000 Penalty: 4727.074707
	Iteration 37Q: 3 clusters Score -1755087 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1755101.375000 Penalty: 4727.074707
	Iteration 38Q: 3 clusters Score -1755101 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -1755112.000000 Penalty: 4727.074707
	Iteration 39Q: 3 clusters Score -1755112 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1755119.625000 Penalty: 4727.074707
	Iteration 40F: 3 clusters Score -1755120 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1755130.875000 Penalty: 4727.074707
	Iteration 41Q: 3 clusters Score -1755131 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1755133.625000 Penalty: 4727.074707
	Iteration 42Q: 3 clusters Score -1755134 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1755137.000000 Penalty: 4727.074707
	Iteration 43Q: 3 clusters Score -1755137 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1755140.625000 Penalty: 4727.074707
	Iteration 44Q: 3 clusters Score -1755141 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1755146.000000 Penalty: 4727.074707
	Iteration 45Q: 3 clusters Score -1755146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1755148.250000 Penalty: 4727.074707
	Iteration 46Q: 3 clusters Score -1755148 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1755152.250000 Penalty: 4727.074707
	Iteration 47Q: 3 clusters Score -1755152 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1755151.500000 Penalty: 4727.074707
	Iteration 48Q: 3 clusters Score -1755152 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1755152.000000 Penalty: 4727.074707
	Iteration 49Q: 3 clusters Score -1755152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1755155.250000 Penalty: 4727.074707
	Iteration 50Q: 3 clusters Score -1755155 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1755163.750000 Penalty: 4727.074707
	Iteration 51Q: 3 clusters Score -1755164 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1755166.625000 Penalty: 4727.074707
	Iteration 52Q: 3 clusters Score -1755167 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1755167.375000 Penalty: 4727.074707
	Iteration 53Q: 3 clusters Score -1755167 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1755176.250000 Penalty: 4727.074707
	Iteration 54Q: 3 clusters Score -1755176 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1755177.875000 Penalty: 4727.074707
	Iteration 55Q: 3 clusters Score -1755178 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1755178.375000 Penalty: 4727.074707
	Iteration 56Q: 3 clusters Score -1755178 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1755181.000000 Penalty: 4727.074707
	Iteration 57Q: 3 clusters Score -1755181 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1755185.875000 Penalty: 4727.074707
	Iteration 58Q: 3 clusters Score -1755186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1755188.875000 Penalty: 4727.074707
	Iteration 59Q: 3 clusters Score -1755189 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1755197.375000 Penalty: 4727.074707
	Iteration 60F: 3 clusters Score -1755197 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -1755200.375000 Penalty: 4727.074707
	Iteration 61Q: 3 clusters Score -1755200 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1755200.125000 Penalty: 4727.074707
	Iteration 62Q: 3 clusters Score -1755200 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1755202.750000 Penalty: 4727.074707
	Iteration 63Q: 3 clusters Score -1755203 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1755206.250000 Penalty: 4727.074707
	Iteration 64Q: 3 clusters Score -1755206 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1755211.500000 Penalty: 4727.074707
	Iteration 65Q: 3 clusters Score -1755212 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1755213.250000 Penalty: 4727.074707
	Iteration 66Q: 3 clusters Score -1755213 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -1755212.625000 Penalty: 4727.074707
	Iteration 67Q: 3 clusters Score -1755213 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1755219.500000 Penalty: 4727.074707
	Iteration 68Q: 3 clusters Score -1755220 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1755220.375000 Penalty: 4727.074707
	Iteration 69Q: 3 clusters Score -1755220 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -1755227.125000 Penalty: 4727.074707
	Iteration 70Q: 3 clusters Score -1755227 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1755228.000000 Penalty: 4727.074707
	Iteration 71Q: 3 clusters Score -1755228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1755230.750000 Penalty: 4727.074707
	Iteration 72Q: 3 clusters Score -1755231 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1755232.250000 Penalty: 4727.074707
	Iteration 73Q: 3 clusters Score -1755232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -1755235.250000 Penalty: 4727.074707
	Iteration 74Q: 3 clusters Score -1755235 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1755237.625000 Penalty: 4727.074707
	Iteration 75Q: 3 clusters Score -1755238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -1755239.750000 Penalty: 4727.074707
	Iteration 76Q: 3 clusters Score -1755240 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1755241.000000 Penalty: 4727.074707
	Iteration 77Q: 3 clusters Score -1755241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1755239.750000 Penalty: 4727.074707
	Iteration 78Q: 3 clusters Score -1755240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1755239.500000 Penalty: 4727.074707
	Iteration 79Q: 3 clusters Score -1755240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1755239.500000 Penalty: 4727.074707
	Iteration 80F: 3 clusters Score -1755240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1755238.250000 Penalty: 4727.074707
	Iteration 81Q: 3 clusters Score -1755238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -1755240.750000 Penalty: 4727.074707
	Iteration 82Q: 3 clusters Score -1755241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1755239.750000 Penalty: 4727.074707
	Iteration 83Q: 3 clusters Score -1755240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1755239.375000 Penalty: 4727.074707
	Iteration 84Q: 3 clusters Score -1755239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1755238.125000 Penalty: 4727.074707
	Iteration 85Q: 3 clusters Score -1755238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1755238.875000 Penalty: 4727.074707
	Iteration 86Q: 3 clusters Score -1755239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1755238.250000 Penalty: 4727.074707
	Iteration 87Q: 3 clusters Score -1755238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1755237.875000 Penalty: 4727.074707
	Iteration 88Q: 3 clusters Score -1755238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1755237.875000 Penalty: 4727.074707
	Iteration 89F: 3 clusters Score -1755238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -51096.285156 Penalty: 1513.434570
	Iteration 0F: 2 clusters Score -51096.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -49645.382812 Penalty: 3026.869141
	Iteration 0F: 3 clusters Score -49645.38 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -49860.621094 Penalty: 3026.869141
	Iteration 1F: 3 clusters Score -49860.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -49950.531250 Penalty: 3026.869141
	Iteration 2Q: 3 clusters Score -49950.53 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -49984.015625 Penalty: 3026.869141
	Iteration 3Q: 3 clusters Score -49984.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -50024.792969 Penalty: 3026.869141
	Iteration 4Q: 3 clusters Score -50024.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -50025.980469 Penalty: 3026.869141
	Iteration 5Q: 3 clusters Score -50025.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -50026.937500 Penalty: 3026.869141
	Iteration 6Q: 3 clusters Score -50026.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -50028.875000 Penalty: 3026.869141
	Iteration 7Q: 3 clusters Score -50028.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -50030.441406 Penalty: 3026.869141
	Iteration 8Q: 3 clusters Score -50030.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -50034.757812 Penalty: 3026.869141
	Iteration 9Q: 3 clusters Score -50034.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -50039.703125 Penalty: 3026.869141
	Iteration 10Q: 3 clusters Score -50039.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -50039.703125 Penalty: 3026.869141
	Iteration 11F: 3 clusters Score -50039.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Entering Unmasked Estep 
Score: -601356.625000 Penalty: 2117.709229
	Iteration 0F: 2 clusters Score -601356.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -596720.125000 Penalty: 4235.418457
	Iteration 0F: 3 clusters Score -596720.1 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -597834.562500 Penalty: 4235.418457
	Iteration 1F: 3 clusters Score -597834.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -598088.937500 Penalty: 4235.418457
	Iteration 2F: 3 clusters Score -598088.9 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -598256.500000 Penalty: 4235.418457
	Iteration 3F: 3 clusters Score -598256.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -598421.312500 Penalty: 4235.418457
	Iteration 4Q: 3 clusters Score -598421.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -598571.562500 Penalty: 4235.418457
	Iteration 5Q: 3 clusters Score -598571.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -598722.562500 Penalty: 4235.418457
	Iteration 6Q: 3 clusters Score -598722.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -598885.437500 Penalty: 4235.418457
	Iteration 7Q: 3 clusters Score -598885.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -599039.812500 Penalty: 4235.418457
	Iteration 8Q: 3 clusters Score -599039.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -599171.125000 Penalty: 4235.418457
	Iteration 9Q: 3 clusters Score -599171.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -599304.000000 Penalty: 4235.418457
	Iteration 10Q: 3 clusters Score -599304 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -599423.312500 Penalty: 4235.418457
	Iteration 11Q: 3 clusters Score -599423.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -599517.375000 Penalty: 4235.418457
	Iteration 12Q: 3 clusters Score -599517.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -599612.625000 Penalty: 4235.418457
	Iteration 13Q: 3 clusters Score -599612.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -599696.437500 Penalty: 4235.418457
	Iteration 14Q: 3 clusters Score -599696.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -599760.312500 Penalty: 4235.418457
	Iteration 15Q: 3 clusters Score -599760.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -599806.000000 Penalty: 4235.418457
	Iteration 16Q: 3 clusters Score -599806 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -599833.562500 Penalty: 4235.418457
	Iteration 17Q: 3 clusters Score -599833.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -599858.812500 Penalty: 4235.418457
	Iteration 18Q: 3 clusters Score -599858.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -599876.062500 Penalty: 4235.418457
	Iteration 19Q: 3 clusters Score -599876.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -599904.437500 Penalty: 4235.418457
	Iteration 20F: 3 clusters Score -599904.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -599929.062500 Penalty: 4235.418457
	Iteration 21Q: 3 clusters Score -599929.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -599944.437500 Penalty: 4235.418457
	Iteration 22Q: 3 clusters Score -599944.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -599954.562500 Penalty: 4235.418457
	Iteration 23Q: 3 clusters Score -599954.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -599961.437500 Penalty: 4235.418457
	Iteration 24Q: 3 clusters Score -599961.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -599970.000000 Penalty: 4235.418457
	Iteration 25Q: 3 clusters Score -599970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -599975.312500 Penalty: 4235.418457
	Iteration 26Q: 3 clusters Score -599975.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -599983.250000 Penalty: 4235.418457
	Iteration 27Q: 3 clusters Score -599983.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -599989.125000 Penalty: 4235.418457
	Iteration 28Q: 3 clusters Score -599989.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -599997.375000 Penalty: 4235.418457
	Iteration 29Q: 3 clusters Score -599997.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -600003.250000 Penalty: 4235.418457
	Iteration 30Q: 3 clusters Score -600003.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -600006.312500 Penalty: 4235.418457
	Iteration 31Q: 3 clusters Score -600006.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -600007.312500 Penalty: 4235.418457
	Iteration 32Q: 3 clusters Score -600007.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -600007.312500 Penalty: 4235.418457
	Iteration 33F: 3 clusters Score -600007.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (57468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57468 members 
Entering Unmasked Estep 
Score: -6970720.000000 Penalty: 2717.827881
	Iteration 0F: 2 clusters Score -6970720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -6932085.500000 Penalty: 5435.655762
	Iteration 0F: 3 clusters Score -6932086 nChanged 26820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 28926 members 
Entering Unmasked Estep 
Score: -6946974.500000 Penalty: 5435.655762
	Iteration 1F: 3 clusters Score -6946974 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 29028 members 
Entering Unmasked Estep 
Score: -6947429.500000 Penalty: 5435.655762
	Iteration 2Q: 3 clusters Score -6947430 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28319 members 
Mstep: Class 2 contains 29149 members 
Entering Unmasked Estep 
Score: -6947856.500000 Penalty: 5435.655762
	Iteration 3Q: 3 clusters Score -6947856 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28141 members 
Mstep: Class 2 contains 29327 members 
Entering Unmasked Estep 
Score: -6948209.500000 Penalty: 5435.655762
	Iteration 4Q: 3 clusters Score -6948210 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 29611 members 
Entering Unmasked Estep 
Score: -6948548.500000 Penalty: 5435.655762
	Iteration 5Q: 3 clusters Score -6948548 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 30039 members 
Entering Unmasked Estep 
Score: -6948876.000000 Penalty: 5435.655762
	Iteration 6Q: 3 clusters Score -6948876 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 30698 members 
Entering Unmasked Estep 
Score: -6949254.000000 Penalty: 5435.655762
	Iteration 7Q: 3 clusters Score -6949254 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -6949697.000000 Penalty: 5435.655762
	Iteration 8Q: 3 clusters Score -6949697 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 32868 members 
Entering Unmasked Estep 
Score: -6950348.500000 Penalty: 5435.655762
	Iteration 9Q: 3 clusters Score -6950348 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 34592 members 
Entering Unmasked Estep 
Score: -6951143.000000 Penalty: 5435.655762
	Iteration 10Q: 3 clusters Score -6951143 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20475 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -6952390.000000 Penalty: 5435.655762
	Iteration 11Q: 3 clusters Score -6952390 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 40086 members 
Entering Unmasked Estep 
Score: -6954403.000000 Penalty: 5435.655762
	Iteration 12F: 3 clusters Score -6954403 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 43752 members 
Entering Unmasked Estep 
Score: -6957032.000000 Penalty: 5435.655762
	Iteration 13F: 3 clusters Score -6957032 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 47804 members 
Entering Unmasked Estep 
Score: -6960186.000000 Penalty: 5435.655762
	Iteration 14F: 3 clusters Score -6960186 nChanged 3744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 51548 members 
Entering Unmasked Estep 
Score: -6963317.000000 Penalty: 5435.655762
	Iteration 15F: 3 clusters Score -6963317 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 54286 members 
Entering Unmasked Estep 
Score: -6965728.000000 Penalty: 5435.655762
	Iteration 16Q: 3 clusters Score -6965728 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 55891 members 
Entering Unmasked Estep 
Score: -6967039.000000 Penalty: 5435.655762
	Iteration 17Q: 3 clusters Score -6967039 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 56623 members 
Entering Unmasked Estep 
Score: -6967686.500000 Penalty: 5435.655762
	Iteration 18Q: 3 clusters Score -6967686 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 56905 members 
Entering Unmasked Estep 
Score: -6967980.500000 Penalty: 5435.655762
	Iteration 19Q: 3 clusters Score -6967980 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 57027 members 
Entering Unmasked Estep 
Score: -6968134.500000 Penalty: 5435.655762
	Iteration 20F: 3 clusters Score -6968134 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 57095 members 
Entering Unmasked Estep 
Score: -6968229.500000 Penalty: 5435.655762
	Iteration 21Q: 3 clusters Score -6968230 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 57128 members 
Entering Unmasked Estep 
Score: -6968285.000000 Penalty: 5435.655762
	Iteration 22Q: 3 clusters Score -6968285 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 57148 members 
Entering Unmasked Estep 
Score: -6968318.000000 Penalty: 5435.655762
	Iteration 23Q: 3 clusters Score -6968318 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 57161 members 
Entering Unmasked Estep 
Score: -6968348.500000 Penalty: 5435.655762
	Iteration 24Q: 3 clusters Score -6968348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 57168 members 
Entering Unmasked Estep 
Score: -6968358.500000 Penalty: 5435.655762
	Iteration 25Q: 3 clusters Score -6968358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 57172 members 
Entering Unmasked Estep 
Score: -6968364.500000 Penalty: 5435.655762
	Iteration 26Q: 3 clusters Score -6968364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 57174 members 
Entering Unmasked Estep 
Score: -6968369.500000 Penalty: 5435.655762
	Iteration 27Q: 3 clusters Score -6968370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 57180 members 
Entering Unmasked Estep 
Score: -6968377.500000 Penalty: 5435.655762
	Iteration 28Q: 3 clusters Score -6968378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 57183 members 
Entering Unmasked Estep 
Score: -6968392.500000 Penalty: 5435.655762
	Iteration 29Q: 3 clusters Score -6968392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 57188 members 
Entering Unmasked Estep 
Score: -6968409.500000 Penalty: 5435.655762
	Iteration 30Q: 3 clusters Score -6968410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 57188 members 
Entering Unmasked Estep 
Score: -6968409.000000 Penalty: 5435.655762
	Iteration 31Q: 3 clusters Score -6968409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 57189 members 
Entering Unmasked Estep 
Score: -6968408.000000 Penalty: 5435.655762
	Iteration 32Q: 3 clusters Score -6968408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 57190 members 
Entering Unmasked Estep 
Score: -6968399.000000 Penalty: 5435.655762
	Iteration 33Q: 3 clusters Score -6968399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 57191 members 
Entering Unmasked Estep 
Score: -6968409.000000 Penalty: 5435.655762
	Iteration 34Q: 3 clusters Score -6968409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 57191 members 
Entering Unmasked Estep 
Score: -6968409.000000 Penalty: 5435.655762
	Iteration 35F: 3 clusters Score -6968409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (311091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311091 members 
Entering Unmasked Estep 
Score: -38550656.000000 Penalty: 3136.664551
	Iteration 0F: 2 clusters Score -3.855066e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155655 members 
Mstep: Class 2 contains 155436 members 
Entering Unmasked Estep 
Score: -38364156.000000 Penalty: 6273.329102
	Iteration 0F: 3 clusters Score -3.836416e+07 nChanged 150804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156503 members 
Mstep: Class 2 contains 154588 members 
Entering Unmasked Estep 
Score: -38453832.000000 Penalty: 6273.329102
	Iteration 1F: 3 clusters Score -3.845383e+07 nChanged 9449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157012 members 
Mstep: Class 2 contains 154079 members 
Entering Unmasked Estep 
Score: -38456408.000000 Penalty: 6273.329102
	Iteration 2Q: 3 clusters Score -3.845641e+07 nChanged 11124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157794 members 
Mstep: Class 2 contains 153297 members 
Entering Unmasked Estep 
Score: -38460340.000000 Penalty: 6273.329102
	Iteration 3Q: 3 clusters Score -3.846034e+07 nChanged 12812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159054 members 
Mstep: Class 2 contains 152037 members 
Entering Unmasked Estep 
Score: -38465632.000000 Penalty: 6273.329102
	Iteration 4Q: 3 clusters Score -3.846563e+07 nChanged 14572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161070 members 
Mstep: Class 2 contains 150021 members 
Entering Unmasked Estep 
Score: -38472644.000000 Penalty: 6273.329102
	Iteration 5Q: 3 clusters Score -3.847264e+07 nChanged 16156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163818 members 
Mstep: Class 2 contains 147273 members 
Entering Unmasked Estep 
Score: -38481056.000000 Penalty: 6273.329102
	Iteration 6F: 3 clusters Score -3.848106e+07 nChanged 17413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167413 members 
Mstep: Class 2 contains 143678 members 
Entering Unmasked Estep 
Score: -38491104.000000 Penalty: 6273.329102
	Iteration 7F: 3 clusters Score -3.84911e+07 nChanged 17945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171730 members 
Mstep: Class 2 contains 139361 members 
Entering Unmasked Estep 
Score: -38501752.000000 Penalty: 6273.329102
	Iteration 8F: 3 clusters Score -3.850175e+07 nChanged 17006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176690 members 
Mstep: Class 2 contains 134401 members 
Entering Unmasked Estep 
Score: -38510748.000000 Penalty: 6273.329102
	Iteration 9F: 3 clusters Score -3.851075e+07 nChanged 14282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181474 members 
Mstep: Class 2 contains 129617 members 
Entering Unmasked Estep 
Score: -38516540.000000 Penalty: 6273.329102
	Iteration 10Q: 3 clusters Score -3.851654e+07 nChanged 10742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185804 members 
Mstep: Class 2 contains 125287 members 
Entering Unmasked Estep 
Score: -38519856.000000 Penalty: 6273.329102
	Iteration 11Q: 3 clusters Score -3.851986e+07 nChanged 7929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189613 members 
Mstep: Class 2 contains 121478 members 
Entering Unmasked Estep 
Score: -38521092.000000 Penalty: 6273.329102
	Iteration 12Q: 3 clusters Score -3.852109e+07 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193004 members 
Mstep: Class 2 contains 118087 members 
Entering Unmasked Estep 
Score: -38521640.000000 Penalty: 6273.329102
	Iteration 13Q: 3 clusters Score -3.852164e+07 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196289 members 
Mstep: Class 2 contains 114802 members 
Entering Unmasked Estep 
Score: -38521864.000000 Penalty: 6273.329102
	Iteration 14Q: 3 clusters Score -3.852186e+07 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199605 members 
Mstep: Class 2 contains 111486 members 
Entering Unmasked Estep 
Score: -38522240.000000 Penalty: 6273.329102
	Iteration 15Q: 3 clusters Score -3.852224e+07 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202802 members 
Mstep: Class 2 contains 108289 members 
Entering Unmasked Estep 
Score: -38522672.000000 Penalty: 6273.329102
	Iteration 16Q: 3 clusters Score -3.852267e+07 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205938 members 
Mstep: Class 2 contains 105153 members 
Entering Unmasked Estep 
Score: -38523080.000000 Penalty: 6273.329102
	Iteration 17Q: 3 clusters Score -3.852308e+07 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209010 members 
Mstep: Class 2 contains 102081 members 
Entering Unmasked Estep 
Score: -38523048.000000 Penalty: 6273.329102
	Iteration 18Q: 3 clusters Score -3.852305e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211996 members 
Mstep: Class 2 contains 99095 members 
Entering Unmasked Estep 
Score: -38523124.000000 Penalty: 6273.329102
	Iteration 19Q: 3 clusters Score -3.852312e+07 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214830 members 
Mstep: Class 2 contains 96261 members 
Entering Unmasked Estep 
Score: -38522936.000000 Penalty: 6273.329102
	Iteration 20F: 3 clusters Score -3.852294e+07 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217537 members 
Mstep: Class 2 contains 93554 members 
Entering Unmasked Estep 
Score: -38523160.000000 Penalty: 6273.329102
	Iteration 21Q: 3 clusters Score -3.852316e+07 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220090 members 
Mstep: Class 2 contains 91001 members 
Entering Unmasked Estep 
Score: -38523256.000000 Penalty: 6273.329102
	Iteration 22Q: 3 clusters Score -3.852326e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222509 members 
Mstep: Class 2 contains 88582 members 
Entering Unmasked Estep 
Score: -38523200.000000 Penalty: 6273.329102
	Iteration 23Q: 3 clusters Score -3.85232e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224703 members 
Mstep: Class 2 contains 86388 members 
Entering Unmasked Estep 
Score: -38523044.000000 Penalty: 6273.329102
	Iteration 24Q: 3 clusters Score -3.852304e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226757 members 
Mstep: Class 2 contains 84334 members 
Entering Unmasked Estep 
Score: -38523156.000000 Penalty: 6273.329102
	Iteration 25Q: 3 clusters Score -3.852316e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228656 members 
Mstep: Class 2 contains 82435 members 
Entering Unmasked Estep 
Score: -38523140.000000 Penalty: 6273.329102
	Iteration 26Q: 3 clusters Score -3.852314e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230389 members 
Mstep: Class 2 contains 80702 members 
Entering Unmasked Estep 
Score: -38523304.000000 Penalty: 6273.329102
	Iteration 27Q: 3 clusters Score -3.85233e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231898 members 
Mstep: Class 2 contains 79193 members 
Entering Unmasked Estep 
Score: -38523248.000000 Penalty: 6273.329102
	Iteration 28Q: 3 clusters Score -3.852325e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233363 members 
Mstep: Class 2 contains 77728 members 
Entering Unmasked Estep 
Score: -38523392.000000 Penalty: 6273.329102
	Iteration 29Q: 3 clusters Score -3.852339e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234775 members 
Mstep: Class 2 contains 76316 members 
Entering Unmasked Estep 
Score: -38523464.000000 Penalty: 6273.329102
	Iteration 30Q: 3 clusters Score -3.852346e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236188 members 
Mstep: Class 2 contains 74903 members 
Entering Unmasked Estep 
Score: -38523480.000000 Penalty: 6273.329102
	Iteration 31Q: 3 clusters Score -3.852348e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237504 members 
Mstep: Class 2 contains 73587 members 
Entering Unmasked Estep 
Score: -38523588.000000 Penalty: 6273.329102
	Iteration 32Q: 3 clusters Score -3.852359e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238717 members 
Mstep: Class 2 contains 72374 members 
Entering Unmasked Estep 
Score: -38523684.000000 Penalty: 6273.329102
	Iteration 33Q: 3 clusters Score -3.852368e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239852 members 
Mstep: Class 2 contains 71239 members 
Entering Unmasked Estep 
Score: -38523836.000000 Penalty: 6273.329102
	Iteration 34Q: 3 clusters Score -3.852384e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240902 members 
Mstep: Class 2 contains 70189 members 
Entering Unmasked Estep 
Score: -38523992.000000 Penalty: 6273.329102
	Iteration 35Q: 3 clusters Score -3.852399e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241966 members 
Mstep: Class 2 contains 69125 members 
Entering Unmasked Estep 
Score: -38524044.000000 Penalty: 6273.329102
	Iteration 36Q: 3 clusters Score -3.852404e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242995 members 
Mstep: Class 2 contains 68096 members 
Entering Unmasked Estep 
Score: -38524136.000000 Penalty: 6273.329102
	Iteration 37Q: 3 clusters Score -3.852414e+07 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243881 members 
Mstep: Class 2 contains 67210 members 
Entering Unmasked Estep 
Score: -38524164.000000 Penalty: 6273.329102
	Iteration 38Q: 3 clusters Score -3.852416e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244715 members 
Mstep: Class 2 contains 66376 members 
Entering Unmasked Estep 
Score: -38524108.000000 Penalty: 6273.329102
	Iteration 39Q: 3 clusters Score -3.852411e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245526 members 
Mstep: Class 2 contains 65565 members 
Entering Unmasked Estep 
Score: -38524300.000000 Penalty: 6273.329102
	Iteration 40F: 3 clusters Score -3.85243e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246373 members 
Mstep: Class 2 contains 64718 members 
Entering Unmasked Estep 
Score: -38524308.000000 Penalty: 6273.329102
	Iteration 41Q: 3 clusters Score -3.852431e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247195 members 
Mstep: Class 2 contains 63896 members 
Entering Unmasked Estep 
Score: -38524356.000000 Penalty: 6273.329102
	Iteration 42Q: 3 clusters Score -3.852436e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248011 members 
Mstep: Class 2 contains 63080 members 
Entering Unmasked Estep 
Score: -38524452.000000 Penalty: 6273.329102
	Iteration 43Q: 3 clusters Score -3.852445e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248837 members 
Mstep: Class 2 contains 62254 members 
Entering Unmasked Estep 
Score: -38524608.000000 Penalty: 6273.329102
	Iteration 44Q: 3 clusters Score -3.852461e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249668 members 
Mstep: Class 2 contains 61423 members 
Entering Unmasked Estep 
Score: -38524568.000000 Penalty: 6273.329102
	Iteration 45Q: 3 clusters Score -3.852457e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250525 members 
Mstep: Class 2 contains 60566 members 
Entering Unmasked Estep 
Score: -38524796.000000 Penalty: 6273.329102
	Iteration 46Q: 3 clusters Score -3.85248e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251374 members 
Mstep: Class 2 contains 59717 members 
Entering Unmasked Estep 
Score: -38524920.000000 Penalty: 6273.329102
	Iteration 47Q: 3 clusters Score -3.852492e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252123 members 
Mstep: Class 2 contains 58968 members 
Entering Unmasked Estep 
Score: -38524912.000000 Penalty: 6273.329102
	Iteration 48Q: 3 clusters Score -3.852491e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252927 members 
Mstep: Class 2 contains 58164 members 
Entering Unmasked Estep 
Score: -38525076.000000 Penalty: 6273.329102
	Iteration 49Q: 3 clusters Score -3.852508e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253723 members 
Mstep: Class 2 contains 57368 members 
Entering Unmasked Estep 
Score: -38525188.000000 Penalty: 6273.329102
	Iteration 50Q: 3 clusters Score -3.852519e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254483 members 
Mstep: Class 2 contains 56608 members 
Entering Unmasked Estep 
Score: -38525336.000000 Penalty: 6273.329102
	Iteration 51Q: 3 clusters Score -3.852534e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255312 members 
Mstep: Class 2 contains 55779 members 
Entering Unmasked Estep 
Score: -38525452.000000 Penalty: 6273.329102
	Iteration 52Q: 3 clusters Score -3.852545e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256177 members 
Mstep: Class 2 contains 54914 members 
Entering Unmasked Estep 
Score: -38525408.000000 Penalty: 6273.329102
	Iteration 53Q: 3 clusters Score -3.852541e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257042 members 
Mstep: Class 2 contains 54049 members 
Entering Unmasked Estep 
Score: -38525528.000000 Penalty: 6273.329102
	Iteration 54Q: 3 clusters Score -3.852553e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257883 members 
Mstep: Class 2 contains 53208 members 
Entering Unmasked Estep 
Score: -38525444.000000 Penalty: 6273.329102
	Iteration 55Q: 3 clusters Score -3.852544e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258732 members 
Mstep: Class 2 contains 52359 members 
Entering Unmasked Estep 
Score: -38525548.000000 Penalty: 6273.329102
	Iteration 56Q: 3 clusters Score -3.852555e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259583 members 
Mstep: Class 2 contains 51508 members 
Entering Unmasked Estep 
Score: -38525756.000000 Penalty: 6273.329102
	Iteration 57Q: 3 clusters Score -3.852576e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260492 members 
Mstep: Class 2 contains 50599 members 
Entering Unmasked Estep 
Score: -38525888.000000 Penalty: 6273.329102
	Iteration 58Q: 3 clusters Score -3.852589e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261434 members 
Mstep: Class 2 contains 49657 members 
Entering Unmasked Estep 
Score: -38525928.000000 Penalty: 6273.329102
	Iteration 59Q: 3 clusters Score -3.852593e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262367 members 
Mstep: Class 2 contains 48724 members 
Entering Unmasked Estep 
Score: -38526192.000000 Penalty: 6273.329102
	Iteration 60F: 3 clusters Score -3.852619e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263406 members 
Mstep: Class 2 contains 47685 members 
Entering Unmasked Estep 
Score: -38526332.000000 Penalty: 6273.329102
	Iteration 61Q: 3 clusters Score -3.852633e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264474 members 
Mstep: Class 2 contains 46617 members 
Entering Unmasked Estep 
Score: -38526696.000000 Penalty: 6273.329102
	Iteration 62Q: 3 clusters Score -3.85267e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265571 members 
Mstep: Class 2 contains 45520 members 
Entering Unmasked Estep 
Score: -38526920.000000 Penalty: 6273.329102
	Iteration 63Q: 3 clusters Score -3.852692e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266698 members 
Mstep: Class 2 contains 44393 members 
Entering Unmasked Estep 
Score: -38527184.000000 Penalty: 6273.329102
	Iteration 64Q: 3 clusters Score -3.852718e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267920 members 
Mstep: Class 2 contains 43171 members 
Entering Unmasked Estep 
Score: -38527560.000000 Penalty: 6273.329102
	Iteration 65Q: 3 clusters Score -3.852756e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269182 members 
Mstep: Class 2 contains 41909 members 
Entering Unmasked Estep 
Score: -38527956.000000 Penalty: 6273.329102
	Iteration 66Q: 3 clusters Score -3.852796e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270490 members 
Mstep: Class 2 contains 40601 members 
Entering Unmasked Estep 
Score: -38528468.000000 Penalty: 6273.329102
	Iteration 67Q: 3 clusters Score -3.852847e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271839 members 
Mstep: Class 2 contains 39252 members 
Entering Unmasked Estep 
Score: -38528964.000000 Penalty: 6273.329102
	Iteration 68Q: 3 clusters Score -3.852896e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273262 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -38529504.000000 Penalty: 6273.329102
	Iteration 69Q: 3 clusters Score -3.85295e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274798 members 
Mstep: Class 2 contains 36293 members 
Entering Unmasked Estep 
Score: -38530072.000000 Penalty: 6273.329102
	Iteration 70Q: 3 clusters Score -3.853007e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276389 members 
Mstep: Class 2 contains 34702 members 
Entering Unmasked Estep 
Score: -38530676.000000 Penalty: 6273.329102
	Iteration 71Q: 3 clusters Score -3.853068e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278050 members 
Mstep: Class 2 contains 33041 members 
Entering Unmasked Estep 
Score: -38531484.000000 Penalty: 6273.329102
	Iteration 72Q: 3 clusters Score -3.853148e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279789 members 
Mstep: Class 2 contains 31302 members 
Entering Unmasked Estep 
Score: -38532288.000000 Penalty: 6273.329102
	Iteration 73Q: 3 clusters Score -3.853229e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281577 members 
Mstep: Class 2 contains 29514 members 
Entering Unmasked Estep 
Score: -38533068.000000 Penalty: 6273.329102
	Iteration 74Q: 3 clusters Score -3.853307e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283435 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -38533908.000000 Penalty: 6273.329102
	Iteration 75Q: 3 clusters Score -3.853391e+07 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285312 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -38534804.000000 Penalty: 6273.329102
	Iteration 76Q: 3 clusters Score -3.85348e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287186 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -38536252.000000 Penalty: 6273.329102
	Iteration 77Q: 3 clusters Score -3.853625e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289129 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -38537648.000000 Penalty: 6273.329102
	Iteration 78Q: 3 clusters Score -3.853765e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291131 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -38538792.000000 Penalty: 6273.329102
	Iteration 79Q: 3 clusters Score -3.853879e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293145 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -38540928.000000 Penalty: 6273.329102
	Iteration 80F: 3 clusters Score -3.854093e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295167 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -38543356.000000 Penalty: 6273.329102
	Iteration 81Q: 3 clusters Score -3.854336e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297213 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -38545704.000000 Penalty: 6273.329102
	Iteration 82Q: 3 clusters Score -3.85457e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299197 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -38547512.000000 Penalty: 6273.329102
	Iteration 83Q: 3 clusters Score -3.854751e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301125 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -38548828.000000 Penalty: 6273.329102
	Iteration 84Q: 3 clusters Score -3.854883e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302934 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -38549572.000000 Penalty: 6273.329102
	Iteration 85Q: 3 clusters Score -3.854957e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304469 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -38550072.000000 Penalty: 6273.329102
	Iteration 86Q: 3 clusters Score -3.855007e+07 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305696 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -38550332.000000 Penalty: 6273.329102
	Iteration 87Q: 3 clusters Score -3.855033e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306650 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -38550540.000000 Penalty: 6273.329102
	Iteration 88Q: 3 clusters Score -3.855054e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307357 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -38550504.000000 Penalty: 6273.329102
	Iteration 89Q: 3 clusters Score -3.85505e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307936 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -38550460.000000 Penalty: 6273.329102
	Iteration 90Q: 3 clusters Score -3.855046e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308368 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -38550352.000000 Penalty: 6273.329102
	Iteration 91Q: 3 clusters Score -3.855035e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308693 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -38550224.000000 Penalty: 6273.329102
	Iteration 92Q: 3 clusters Score -3.855022e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308950 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -38550080.000000 Penalty: 6273.329102
	Iteration 93Q: 3 clusters Score -3.855008e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309140 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -38550032.000000 Penalty: 6273.329102
	Iteration 94Q: 3 clusters Score -3.855003e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309273 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -38550012.000000 Penalty: 6273.329102
	Iteration 95Q: 3 clusters Score -3.855001e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309378 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -38549936.000000 Penalty: 6273.329102
	Iteration 96Q: 3 clusters Score -3.854994e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309461 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -38549888.000000 Penalty: 6273.329102
	Iteration 97Q: 3 clusters Score -3.854989e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309533 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -38549892.000000 Penalty: 6273.329102
	Iteration 98Q: 3 clusters Score -3.854989e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309590 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -38549876.000000 Penalty: 6273.329102
	Iteration 99Q: 3 clusters Score -3.854988e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309633 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -38549888.000000 Penalty: 6273.329102
	Iteration 100F: 3 clusters Score -3.854989e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309679 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -38549828.000000 Penalty: 6273.329102
	Iteration 101Q: 3 clusters Score -3.854983e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309694 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -38549860.000000 Penalty: 6273.329102
	Iteration 102Q: 3 clusters Score -3.854986e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309725 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -38549864.000000 Penalty: 6273.329102
	Iteration 103Q: 3 clusters Score -3.854986e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309741 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -38549860.000000 Penalty: 6273.329102
	Iteration 104Q: 3 clusters Score -3.854986e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309759 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -38549844.000000 Penalty: 6273.329102
	Iteration 105Q: 3 clusters Score -3.854984e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309781 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -38549840.000000 Penalty: 6273.329102
	Iteration 106Q: 3 clusters Score -3.854984e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309792 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -38549852.000000 Penalty: 6273.329102
	Iteration 107Q: 3 clusters Score -3.854985e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309800 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -38549860.000000 Penalty: 6273.329102
	Iteration 108Q: 3 clusters Score -3.854986e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309809 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -38549864.000000 Penalty: 6273.329102
	Iteration 109Q: 3 clusters Score -3.854986e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309816 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -38549864.000000 Penalty: 6273.329102
	Iteration 110Q: 3 clusters Score -3.854986e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309827 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -38549856.000000 Penalty: 6273.329102
	Iteration 111Q: 3 clusters Score -3.854986e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309834 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -38549804.000000 Penalty: 6273.329102
	Iteration 112Q: 3 clusters Score -3.85498e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309837 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -38549808.000000 Penalty: 6273.329102
	Iteration 113Q: 3 clusters Score -3.854981e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309832 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -38549844.000000 Penalty: 6273.329102
	Iteration 114Q: 3 clusters Score -3.854984e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309835 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -38549876.000000 Penalty: 6273.329102
	Iteration 115Q: 3 clusters Score -3.854988e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309839 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -38549860.000000 Penalty: 6273.329102
	Iteration 116Q: 3 clusters Score -3.854986e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309844 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -38549864.000000 Penalty: 6273.329102
	Iteration 117Q: 3 clusters Score -3.854986e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309843 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -38549848.000000 Penalty: 6273.329102
	Iteration 118Q: 3 clusters Score -3.854985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309843 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -38549872.000000 Penalty: 6273.329102
	Iteration 119Q: 3 clusters Score -3.854987e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309847 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -38549852.000000 Penalty: 6273.329102
	Iteration 120F: 3 clusters Score -3.854985e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309853 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -38549864.000000 Penalty: 6273.329102
	Iteration 121Q: 3 clusters Score -3.854986e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309854 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -38549880.000000 Penalty: 6273.329102
	Iteration 122Q: 3 clusters Score -3.854988e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309855 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -38549860.000000 Penalty: 6273.329102
	Iteration 123Q: 3 clusters Score -3.854986e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309857 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -38549872.000000 Penalty: 6273.329102
	Iteration 124Q: 3 clusters Score -3.854987e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309860 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -38549836.000000 Penalty: 6273.329102
	Iteration 125Q: 3 clusters Score -3.854984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309860 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -38549832.000000 Penalty: 6273.329102
	Iteration 126Q: 3 clusters Score -3.854983e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309860 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -38549868.000000 Penalty: 6273.329102
	Iteration 127Q: 3 clusters Score -3.854987e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309858 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -38549856.000000 Penalty: 6273.329102
	Iteration 128Q: 3 clusters Score -3.854986e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309858 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -38549856.000000 Penalty: 6273.329102
	Iteration 129F: 3 clusters Score -3.854986e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Entering Unmasked Estep 
Score: -640869.375000 Penalty: 2113.550293
	Iteration 0F: 2 clusters Score -640869.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -636310.750000 Penalty: 4227.100586
	Iteration 0F: 3 clusters Score -636310.8 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -637357.562500 Penalty: 4227.100586
	Iteration 1F: 3 clusters Score -637357.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -637570.375000 Penalty: 4227.100586
	Iteration 2F: 3 clusters Score -637570.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -637691.687500 Penalty: 4227.100586
	Iteration 3Q: 3 clusters Score -637691.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -637770.562500 Penalty: 4227.100586
	Iteration 4Q: 3 clusters Score -637770.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -637821.437500 Penalty: 4227.100586
	Iteration 5Q: 3 clusters Score -637821.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -637858.187500 Penalty: 4227.100586
	Iteration 6Q: 3 clusters Score -637858.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -637881.000000 Penalty: 4227.100586
	Iteration 7Q: 3 clusters Score -637881 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -637900.062500 Penalty: 4227.100586
	Iteration 8Q: 3 clusters Score -637900.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -637914.187500 Penalty: 4227.100586
	Iteration 9Q: 3 clusters Score -637914.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -637929.437500 Penalty: 4227.100586
	Iteration 10Q: 3 clusters Score -637929.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -637944.437500 Penalty: 4227.100586
	Iteration 11Q: 3 clusters Score -637944.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -637962.812500 Penalty: 4227.100586
	Iteration 12Q: 3 clusters Score -637962.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -637973.875000 Penalty: 4227.100586
	Iteration 13Q: 3 clusters Score -637973.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -637984.062500 Penalty: 4227.100586
	Iteration 14Q: 3 clusters Score -637984.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -637993.125000 Penalty: 4227.100586
	Iteration 15Q: 3 clusters Score -637993.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -638001.937500 Penalty: 4227.100586
	Iteration 16Q: 3 clusters Score -638001.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -638008.437500 Penalty: 4227.100586
	Iteration 17Q: 3 clusters Score -638008.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -638012.437500 Penalty: 4227.100586
	Iteration 18Q: 3 clusters Score -638012.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -638020.750000 Penalty: 4227.100586
	Iteration 19Q: 3 clusters Score -638020.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -638026.687500 Penalty: 4227.100586
	Iteration 20F: 3 clusters Score -638026.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -638037.562500 Penalty: 4227.100586
	Iteration 21Q: 3 clusters Score -638037.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -638047.187500 Penalty: 4227.100586
	Iteration 22Q: 3 clusters Score -638047.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -638052.437500 Penalty: 4227.100586
	Iteration 23Q: 3 clusters Score -638052.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -638060.375000 Penalty: 4227.100586
	Iteration 24Q: 3 clusters Score -638060.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -638067.500000 Penalty: 4227.100586
	Iteration 25Q: 3 clusters Score -638067.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -638073.687500 Penalty: 4227.100586
	Iteration 26Q: 3 clusters Score -638073.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -638080.812500 Penalty: 4227.100586
	Iteration 27Q: 3 clusters Score -638080.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -638086.750000 Penalty: 4227.100586
	Iteration 28Q: 3 clusters Score -638086.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -638097.750000 Penalty: 4227.100586
	Iteration 29Q: 3 clusters Score -638097.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -638109.312500 Penalty: 4227.100586
	Iteration 30Q: 3 clusters Score -638109.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -638121.562500 Penalty: 4227.100586
	Iteration 31Q: 3 clusters Score -638121.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -638133.250000 Penalty: 4227.100586
	Iteration 32Q: 3 clusters Score -638133.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -638141.875000 Penalty: 4227.100586
	Iteration 33Q: 3 clusters Score -638141.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -638149.062500 Penalty: 4227.100586
	Iteration 34Q: 3 clusters Score -638149.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -638157.312500 Penalty: 4227.100586
	Iteration 35Q: 3 clusters Score -638157.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -638163.750000 Penalty: 4227.100586
	Iteration 36Q: 3 clusters Score -638163.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -638174.250000 Penalty: 4227.100586
	Iteration 37Q: 3 clusters Score -638174.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -638185.500000 Penalty: 4227.100586
	Iteration 38Q: 3 clusters Score -638185.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -638198.000000 Penalty: 4227.100586
	Iteration 39Q: 3 clusters Score -638198 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -638206.062500 Penalty: 4227.100586
	Iteration 40F: 3 clusters Score -638206.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -638215.125000 Penalty: 4227.100586
	Iteration 41Q: 3 clusters Score -638215.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -638229.125000 Penalty: 4227.100586
	Iteration 42Q: 3 clusters Score -638229.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -638246.687500 Penalty: 4227.100586
	Iteration 43Q: 3 clusters Score -638246.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -638263.687500 Penalty: 4227.100586
	Iteration 44Q: 3 clusters Score -638263.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -638273.125000 Penalty: 4227.100586
	Iteration 45Q: 3 clusters Score -638273.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -638281.750000 Penalty: 4227.100586
	Iteration 46Q: 3 clusters Score -638281.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -638292.750000 Penalty: 4227.100586
	Iteration 47Q: 3 clusters Score -638292.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -638308.500000 Penalty: 4227.100586
	Iteration 48Q: 3 clusters Score -638308.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -638327.062500 Penalty: 4227.100586
	Iteration 49Q: 3 clusters Score -638327.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -638347.687500 Penalty: 4227.100586
	Iteration 50Q: 3 clusters Score -638347.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -638371.437500 Penalty: 4227.100586
	Iteration 51Q: 3 clusters Score -638371.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -638403.500000 Penalty: 4227.100586
	Iteration 52Q: 3 clusters Score -638403.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -638440.000000 Penalty: 4227.100586
	Iteration 53Q: 3 clusters Score -638440 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -638480.937500 Penalty: 4227.100586
	Iteration 54Q: 3 clusters Score -638480.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -638519.125000 Penalty: 4227.100586
	Iteration 55Q: 3 clusters Score -638519.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -638561.312500 Penalty: 4227.100586
	Iteration 56Q: 3 clusters Score -638561.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -638597.437500 Penalty: 4227.100586
	Iteration 57Q: 3 clusters Score -638597.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -638629.437500 Penalty: 4227.100586
	Iteration 58Q: 3 clusters Score -638629.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -638657.125000 Penalty: 4227.100586
	Iteration 59Q: 3 clusters Score -638657.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -638682.750000 Penalty: 4227.100586
	Iteration 60F: 3 clusters Score -638682.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -638705.500000 Penalty: 4227.100586
	Iteration 61Q: 3 clusters Score -638705.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -638726.375000 Penalty: 4227.100586
	Iteration 62Q: 3 clusters Score -638726.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -638748.937500 Penalty: 4227.100586
	Iteration 63Q: 3 clusters Score -638748.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -638774.562500 Penalty: 4227.100586
	Iteration 64Q: 3 clusters Score -638774.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -638797.125000 Penalty: 4227.100586
	Iteration 65Q: 3 clusters Score -638797.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -638815.687500 Penalty: 4227.100586
	Iteration 66Q: 3 clusters Score -638815.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -638833.812500 Penalty: 4227.100586
	Iteration 67Q: 3 clusters Score -638833.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -638856.250000 Penalty: 4227.100586
	Iteration 68Q: 3 clusters Score -638856.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -638875.437500 Penalty: 4227.100586
	Iteration 69Q: 3 clusters Score -638875.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -638889.437500 Penalty: 4227.100586
	Iteration 70Q: 3 clusters Score -638889.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -638895.687500 Penalty: 4227.100586
	Iteration 71Q: 3 clusters Score -638895.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -638903.875000 Penalty: 4227.100586
	Iteration 72Q: 3 clusters Score -638903.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -638916.000000 Penalty: 4227.100586
	Iteration 73Q: 3 clusters Score -638916 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -638925.750000 Penalty: 4227.100586
	Iteration 74Q: 3 clusters Score -638925.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -638939.500000 Penalty: 4227.100586
	Iteration 75Q: 3 clusters Score -638939.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -638945.000000 Penalty: 4227.100586
	Iteration 76Q: 3 clusters Score -638945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -638948.875000 Penalty: 4227.100586
	Iteration 77Q: 3 clusters Score -638948.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -638953.562500 Penalty: 4227.100586
	Iteration 78Q: 3 clusters Score -638953.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -638958.250000 Penalty: 4227.100586
	Iteration 79Q: 3 clusters Score -638958.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -638961.687500 Penalty: 4227.100586
	Iteration 80F: 3 clusters Score -638961.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -638965.312500 Penalty: 4227.100586
	Iteration 81Q: 3 clusters Score -638965.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -638965.875000 Penalty: 4227.100586
	Iteration 82Q: 3 clusters Score -638965.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -638965.875000 Penalty: 4227.100586
	Iteration 83F: 3 clusters Score -638965.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Entering Unmasked Estep 
Score: -2242605.750000 Penalty: 2427.943604
	Iteration 0F: 2 clusters Score -2242606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -2229873.750000 Penalty: 4855.887207
	Iteration 0F: 3 clusters Score -2229874 nChanged 7794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -2234033.000000 Penalty: 4855.887207
	Iteration 1F: 3 clusters Score -2234033 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -2234343.000000 Penalty: 4855.887207
	Iteration 2F: 3 clusters Score -2234343 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -2234605.750000 Penalty: 4855.887207
	Iteration 3Q: 3 clusters Score -2234606 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2234847.750000 Penalty: 4855.887207
	Iteration 4Q: 3 clusters Score -2234848 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -2235100.750000 Penalty: 4855.887207
	Iteration 5Q: 3 clusters Score -2235101 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -2235376.500000 Penalty: 4855.887207
	Iteration 6Q: 3 clusters Score -2235376 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -2235725.500000 Penalty: 4855.887207
	Iteration 7Q: 3 clusters Score -2235726 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -2236195.250000 Penalty: 4855.887207
	Iteration 8Q: 3 clusters Score -2236195 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -2236791.500000 Penalty: 4855.887207
	Iteration 9F: 3 clusters Score -2236792 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -2237515.750000 Penalty: 4855.887207
	Iteration 10F: 3 clusters Score -2237516 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -2238271.000000 Penalty: 4855.887207
	Iteration 11F: 3 clusters Score -2238271 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2238956.000000 Penalty: 4855.887207
	Iteration 12Q: 3 clusters Score -2238956 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2239513.000000 Penalty: 4855.887207
	Iteration 13Q: 3 clusters Score -2239513 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2239870.750000 Penalty: 4855.887207
	Iteration 14Q: 3 clusters Score -2239871 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2240091.250000 Penalty: 4855.887207
	Iteration 15Q: 3 clusters Score -2240091 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -2240218.250000 Penalty: 4855.887207
	Iteration 16Q: 3 clusters Score -2240218 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -2240298.250000 Penalty: 4855.887207
	Iteration 17Q: 3 clusters Score -2240298 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -2240354.750000 Penalty: 4855.887207
	Iteration 18Q: 3 clusters Score -2240355 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2240383.250000 Penalty: 4855.887207
	Iteration 19Q: 3 clusters Score -2240383 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2240396.000000 Penalty: 4855.887207
	Iteration 20F: 3 clusters Score -2240396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2240408.750000 Penalty: 4855.887207
	Iteration 21Q: 3 clusters Score -2240409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -2240417.500000 Penalty: 4855.887207
	Iteration 22Q: 3 clusters Score -2240418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2240427.500000 Penalty: 4855.887207
	Iteration 23Q: 3 clusters Score -2240428 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2240433.000000 Penalty: 4855.887207
	Iteration 24Q: 3 clusters Score -2240433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2240436.250000 Penalty: 4855.887207
	Iteration 25Q: 3 clusters Score -2240436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -2240438.250000 Penalty: 4855.887207
	Iteration 26Q: 3 clusters Score -2240438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2240441.500000 Penalty: 4855.887207
	Iteration 27Q: 3 clusters Score -2240442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2240451.000000 Penalty: 4855.887207
	Iteration 28Q: 3 clusters Score -2240451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2240457.000000 Penalty: 4855.887207
	Iteration 29Q: 3 clusters Score -2240457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -2240457.000000 Penalty: 4855.887207
	Iteration 30Q: 3 clusters Score -2240457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -2240464.250000 Penalty: 4855.887207
	Iteration 31Q: 3 clusters Score -2240464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2240471.750000 Penalty: 4855.887207
	Iteration 32Q: 3 clusters Score -2240472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2240477.250000 Penalty: 4855.887207
	Iteration 33Q: 3 clusters Score -2240477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2240480.500000 Penalty: 4855.887207
	Iteration 34Q: 3 clusters Score -2240480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2240481.500000 Penalty: 4855.887207
	Iteration 35Q: 3 clusters Score -2240482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2240484.500000 Penalty: 4855.887207
	Iteration 36Q: 3 clusters Score -2240484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2240491.750000 Penalty: 4855.887207
	Iteration 37Q: 3 clusters Score -2240492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2240496.250000 Penalty: 4855.887207
	Iteration 38Q: 3 clusters Score -2240496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -2240498.250000 Penalty: 4855.887207
	Iteration 39Q: 3 clusters Score -2240498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2240497.250000 Penalty: 4855.887207
	Iteration 40F: 3 clusters Score -2240497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2240498.250000 Penalty: 4855.887207
	Iteration 41Q: 3 clusters Score -2240498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2240498.250000 Penalty: 4855.887207
	Iteration 42F: 3 clusters Score -2240498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Entering Unmasked Estep 
Score: -386076.718750 Penalty: 2003.206787
	Iteration 0F: 2 clusters Score -386076.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -382677.281250 Penalty: 4006.413574
	Iteration 0F: 3 clusters Score -382677.3 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -383389.750000 Penalty: 4006.413574
	Iteration 1F: 3 clusters Score -383389.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -383537.875000 Penalty: 4006.413574
	Iteration 2F: 3 clusters Score -383537.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -383641.625000 Penalty: 4006.413574
	Iteration 3Q: 3 clusters Score -383641.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -383715.656250 Penalty: 4006.413574
	Iteration 4Q: 3 clusters Score -383715.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -383768.125000 Penalty: 4006.413574
	Iteration 5Q: 3 clusters Score -383768.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -383797.750000 Penalty: 4006.413574
	Iteration 6Q: 3 clusters Score -383797.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -383824.250000 Penalty: 4006.413574
	Iteration 7Q: 3 clusters Score -383824.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -383842.593750 Penalty: 4006.413574
	Iteration 8Q: 3 clusters Score -383842.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -383856.406250 Penalty: 4006.413574
	Iteration 9Q: 3 clusters Score -383856.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -383876.031250 Penalty: 4006.413574
	Iteration 10Q: 3 clusters Score -383876 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -383896.906250 Penalty: 4006.413574
	Iteration 11Q: 3 clusters Score -383896.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -383917.468750 Penalty: 4006.413574
	Iteration 12Q: 3 clusters Score -383917.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -383935.312500 Penalty: 4006.413574
	Iteration 13Q: 3 clusters Score -383935.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -383953.250000 Penalty: 4006.413574
	Iteration 14Q: 3 clusters Score -383953.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -383965.031250 Penalty: 4006.413574
	Iteration 15Q: 3 clusters Score -383965 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -383977.843750 Penalty: 4006.413574
	Iteration 16Q: 3 clusters Score -383977.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -383986.156250 Penalty: 4006.413574
	Iteration 17Q: 3 clusters Score -383986.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -383991.031250 Penalty: 4006.413574
	Iteration 18Q: 3 clusters Score -383991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -383998.937500 Penalty: 4006.413574
	Iteration 19Q: 3 clusters Score -383998.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -384007.062500 Penalty: 4006.413574
	Iteration 20F: 3 clusters Score -384007.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -384016.750000 Penalty: 4006.413574
	Iteration 21Q: 3 clusters Score -384016.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -384022.562500 Penalty: 4006.413574
	Iteration 22Q: 3 clusters Score -384022.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -384026.750000 Penalty: 4006.413574
	Iteration 23Q: 3 clusters Score -384026.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -384031.937500 Penalty: 4006.413574
	Iteration 24Q: 3 clusters Score -384031.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -384035.000000 Penalty: 4006.413574
	Iteration 25Q: 3 clusters Score -384035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -384037.875000 Penalty: 4006.413574
	Iteration 26Q: 3 clusters Score -384037.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -384037.562500 Penalty: 4006.413574
	Iteration 27Q: 3 clusters Score -384037.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -384039.843750 Penalty: 4006.413574
	Iteration 28Q: 3 clusters Score -384039.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -384041.500000 Penalty: 4006.413574
	Iteration 29Q: 3 clusters Score -384041.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -384044.218750 Penalty: 4006.413574
	Iteration 30Q: 3 clusters Score -384044.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -384046.656250 Penalty: 4006.413574
	Iteration 31Q: 3 clusters Score -384046.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -384049.093750 Penalty: 4006.413574
	Iteration 32Q: 3 clusters Score -384049.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -384049.468750 Penalty: 4006.413574
	Iteration 33Q: 3 clusters Score -384049.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -384049.406250 Penalty: 4006.413574
	Iteration 34Q: 3 clusters Score -384049.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -384049.406250 Penalty: 4006.413574
	Iteration 35F: 3 clusters Score -384049.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Entering Unmasked Estep 
Score: -844479.250000 Penalty: 2183.472656
	Iteration 0F: 2 clusters Score -844479.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -838929.125000 Penalty: 4366.945312
	Iteration 0F: 3 clusters Score -838929.1 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -840279.812500 Penalty: 4366.945312
	Iteration 1F: 3 clusters Score -840279.8 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -840485.937500 Penalty: 4366.945312
	Iteration 2F: 3 clusters Score -840485.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -840614.187500 Penalty: 4366.945312
	Iteration 3Q: 3 clusters Score -840614.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -840721.125000 Penalty: 4366.945312
	Iteration 4Q: 3 clusters Score -840721.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -840829.437500 Penalty: 4366.945312
	Iteration 5Q: 3 clusters Score -840829.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -840931.687500 Penalty: 4366.945312
	Iteration 6Q: 3 clusters Score -840931.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -841035.812500 Penalty: 4366.945312
	Iteration 7Q: 3 clusters Score -841035.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -841116.937500 Penalty: 4366.945312
	Iteration 8Q: 3 clusters Score -841116.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -841192.062500 Penalty: 4366.945312
	Iteration 9Q: 3 clusters Score -841192.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -841270.312500 Penalty: 4366.945312
	Iteration 10Q: 3 clusters Score -841270.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -841368.437500 Penalty: 4366.945312
	Iteration 11Q: 3 clusters Score -841368.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -841476.437500 Penalty: 4366.945312
	Iteration 12Q: 3 clusters Score -841476.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -841611.000000 Penalty: 4366.945312
	Iteration 13Q: 3 clusters Score -841611 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -841769.937500 Penalty: 4366.945312
	Iteration 14Q: 3 clusters Score -841769.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -841935.687500 Penalty: 4366.945312
	Iteration 15Q: 3 clusters Score -841935.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -842068.250000 Penalty: 4366.945312
	Iteration 16Q: 3 clusters Score -842068.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -842169.250000 Penalty: 4366.945312
	Iteration 17Q: 3 clusters Score -842169.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -842252.187500 Penalty: 4366.945312
	Iteration 18Q: 3 clusters Score -842252.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -842319.812500 Penalty: 4366.945312
	Iteration 19Q: 3 clusters Score -842319.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -842365.875000 Penalty: 4366.945312
	Iteration 20F: 3 clusters Score -842365.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -842406.562500 Penalty: 4366.945312
	Iteration 21Q: 3 clusters Score -842406.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -842432.625000 Penalty: 4366.945312
	Iteration 22Q: 3 clusters Score -842432.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -842461.312500 Penalty: 4366.945312
	Iteration 23Q: 3 clusters Score -842461.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -842487.125000 Penalty: 4366.945312
	Iteration 24Q: 3 clusters Score -842487.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -842509.187500 Penalty: 4366.945312
	Iteration 25Q: 3 clusters Score -842509.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -842528.312500 Penalty: 4366.945312
	Iteration 26Q: 3 clusters Score -842528.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -842540.312500 Penalty: 4366.945312
	Iteration 27Q: 3 clusters Score -842540.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -842553.562500 Penalty: 4366.945312
	Iteration 28Q: 3 clusters Score -842553.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -842565.687500 Penalty: 4366.945312
	Iteration 29Q: 3 clusters Score -842565.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -842575.875000 Penalty: 4366.945312
	Iteration 30Q: 3 clusters Score -842575.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -842586.625000 Penalty: 4366.945312
	Iteration 31Q: 3 clusters Score -842586.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -842594.937500 Penalty: 4366.945312
	Iteration 32Q: 3 clusters Score -842594.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -842598.562500 Penalty: 4366.945312
	Iteration 33Q: 3 clusters Score -842598.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -842602.687500 Penalty: 4366.945312
	Iteration 34Q: 3 clusters Score -842602.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -842609.687500 Penalty: 4366.945312
	Iteration 35Q: 3 clusters Score -842609.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -842614.875000 Penalty: 4366.945312
	Iteration 36Q: 3 clusters Score -842614.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -842619.187500 Penalty: 4366.945312
	Iteration 37Q: 3 clusters Score -842619.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -842623.500000 Penalty: 4366.945312
	Iteration 38Q: 3 clusters Score -842623.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -842628.000000 Penalty: 4366.945312
	Iteration 39Q: 3 clusters Score -842628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -842629.625000 Penalty: 4366.945312
	Iteration 40F: 3 clusters Score -842629.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -842634.437500 Penalty: 4366.945312
	Iteration 41Q: 3 clusters Score -842634.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -842635.937500 Penalty: 4366.945312
	Iteration 42Q: 3 clusters Score -842635.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -842635.937500 Penalty: 4366.945312
	Iteration 43F: 3 clusters Score -842635.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21752 members 
Entering Unmasked Estep 
Score: -2614168.750000 Penalty: 2476.890381
	Iteration 0F: 2 clusters Score -2614169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -2599071.750000 Penalty: 4953.780762
	Iteration 0F: 3 clusters Score -2599072 nChanged 9650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -2604317.750000 Penalty: 4953.780762
	Iteration 1F: 3 clusters Score -2604318 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -2604817.000000 Penalty: 4953.780762
	Iteration 2F: 3 clusters Score -2604817 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -2605286.250000 Penalty: 4953.780762
	Iteration 3Q: 3 clusters Score -2605286 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -2605738.000000 Penalty: 4953.780762
	Iteration 4Q: 3 clusters Score -2605738 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 12611 members 
Entering Unmasked Estep 
Score: -2606275.250000 Penalty: 4953.780762
	Iteration 5Q: 3 clusters Score -2606275 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -2606853.250000 Penalty: 4953.780762
	Iteration 6F: 3 clusters Score -2606853 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -2607526.500000 Penalty: 4953.780762
	Iteration 7F: 3 clusters Score -2607526 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -2608148.750000 Penalty: 4953.780762
	Iteration 8F: 3 clusters Score -2608149 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -2608628.500000 Penalty: 4953.780762
	Iteration 9Q: 3 clusters Score -2608628 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -2608975.500000 Penalty: 4953.780762
	Iteration 10Q: 3 clusters Score -2608976 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -2609268.250000 Penalty: 4953.780762
	Iteration 11Q: 3 clusters Score -2609268 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -2609540.500000 Penalty: 4953.780762
	Iteration 12Q: 3 clusters Score -2609540 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -2609768.500000 Penalty: 4953.780762
	Iteration 13Q: 3 clusters Score -2609768 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -2609987.000000 Penalty: 4953.780762
	Iteration 14Q: 3 clusters Score -2609987 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -2610216.250000 Penalty: 4953.780762
	Iteration 15Q: 3 clusters Score -2610216 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -2610489.250000 Penalty: 4953.780762
	Iteration 16Q: 3 clusters Score -2610489 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -2610742.000000 Penalty: 4953.780762
	Iteration 17Q: 3 clusters Score -2610742 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 19816 members 
Entering Unmasked Estep 
Score: -2610994.250000 Penalty: 4953.780762
	Iteration 18Q: 3 clusters Score -2610994 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -2611192.750000 Penalty: 4953.780762
	Iteration 19Q: 3 clusters Score -2611193 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -2611375.500000 Penalty: 4953.780762
	Iteration 20F: 3 clusters Score -2611376 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -2611495.000000 Penalty: 4953.780762
	Iteration 21Q: 3 clusters Score -2611495 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -2611587.250000 Penalty: 4953.780762
	Iteration 22Q: 3 clusters Score -2611587 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 20803 members 
Entering Unmasked Estep 
Score: -2611646.500000 Penalty: 4953.780762
	Iteration 23Q: 3 clusters Score -2611646 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -2611704.250000 Penalty: 4953.780762
	Iteration 24Q: 3 clusters Score -2611704 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -2611743.750000 Penalty: 4953.780762
	Iteration 25Q: 3 clusters Score -2611744 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -2611778.750000 Penalty: 4953.780762
	Iteration 26Q: 3 clusters Score -2611779 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -2611810.750000 Penalty: 4953.780762
	Iteration 27Q: 3 clusters Score -2611811 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -2611837.250000 Penalty: 4953.780762
	Iteration 28Q: 3 clusters Score -2611837 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -2611861.000000 Penalty: 4953.780762
	Iteration 29Q: 3 clusters Score -2611861 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -2611872.750000 Penalty: 4953.780762
	Iteration 30Q: 3 clusters Score -2611873 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -2611898.750000 Penalty: 4953.780762
	Iteration 31Q: 3 clusters Score -2611899 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -2611911.000000 Penalty: 4953.780762
	Iteration 32Q: 3 clusters Score -2611911 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -2611931.250000 Penalty: 4953.780762
	Iteration 33Q: 3 clusters Score -2611931 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -2611948.500000 Penalty: 4953.780762
	Iteration 34Q: 3 clusters Score -2611948 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -2611956.000000 Penalty: 4953.780762
	Iteration 35Q: 3 clusters Score -2611956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -2611970.500000 Penalty: 4953.780762
	Iteration 36Q: 3 clusters Score -2611970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 21226 members 
Entering Unmasked Estep 
Score: -2611980.250000 Penalty: 4953.780762
	Iteration 37Q: 3 clusters Score -2611980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -2611988.500000 Penalty: 4953.780762
	Iteration 38Q: 3 clusters Score -2611988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -2611991.750000 Penalty: 4953.780762
	Iteration 39Q: 3 clusters Score -2611992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -2612001.750000 Penalty: 4953.780762
	Iteration 40F: 3 clusters Score -2612002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -2612006.500000 Penalty: 4953.780762
	Iteration 41Q: 3 clusters Score -2612006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -2612009.750000 Penalty: 4953.780762
	Iteration 42Q: 3 clusters Score -2612010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -2612019.500000 Penalty: 4953.780762
	Iteration 43Q: 3 clusters Score -2612020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -2612019.750000 Penalty: 4953.780762
	Iteration 44Q: 3 clusters Score -2612020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -2612022.250000 Penalty: 4953.780762
	Iteration 45Q: 3 clusters Score -2612022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -2612021.500000 Penalty: 4953.780762
	Iteration 46Q: 3 clusters Score -2612022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 21278 members 
Entering Unmasked Estep 
Score: -2612021.500000 Penalty: 4953.780762
	Iteration 47F: 3 clusters Score -2612022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Entering Unmasked Estep 
Score: -160317.593750 Penalty: 1793.359131
	Iteration 0F: 2 clusters Score -160317.6 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 680 members 
Entering Unmasked Estep 
Score: -158208.843750 Penalty: 3586.718262
	Iteration 0F: 3 clusters Score -158208.8 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -158875.140625 Penalty: 3586.718262
	Iteration 1F: 3 clusters Score -158875.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -159217.984375 Penalty: 3586.718262
	Iteration 2F: 3 clusters Score -159218 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -159453.968750 Penalty: 3586.718262
	Iteration 3F: 3 clusters Score -159454 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -159618.640625 Penalty: 3586.718262
	Iteration 4Q: 3 clusters Score -159618.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -159793.671875 Penalty: 3586.718262
	Iteration 5Q: 3 clusters Score -159793.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -159913.109375 Penalty: 3586.718262
	Iteration 6Q: 3 clusters Score -159913.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -159973.421875 Penalty: 3586.718262
	Iteration 7Q: 3 clusters Score -159973.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -160007.046875 Penalty: 3586.718262
	Iteration 8Q: 3 clusters Score -160007 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -160025.015625 Penalty: 3586.718262
	Iteration 9Q: 3 clusters Score -160025 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -160031.750000 Penalty: 3586.718262
	Iteration 10Q: 3 clusters Score -160031.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -160037.437500 Penalty: 3586.718262
	Iteration 11Q: 3 clusters Score -160037.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -160039.890625 Penalty: 3586.718262
	Iteration 12Q: 3 clusters Score -160039.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -160039.890625 Penalty: 3586.718262
	Iteration 13F: 3 clusters Score -160039.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Entering Unmasked Estep 
Score: -117282.976562 Penalty: 1716.081665
	Iteration 0F: 2 clusters Score -117283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -115326.109375 Penalty: 3432.163330
	Iteration 0F: 3 clusters Score -115326.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -115623.125000 Penalty: 3432.163330
	Iteration 1F: 3 clusters Score -115623.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -115695.343750 Penalty: 3432.163330
	Iteration 2F: 3 clusters Score -115695.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -115734.187500 Penalty: 3432.163330
	Iteration 3Q: 3 clusters Score -115734.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -115776.421875 Penalty: 3432.163330
	Iteration 4Q: 3 clusters Score -115776.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -115827.039062 Penalty: 3432.163330
	Iteration 5Q: 3 clusters Score -115827 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -115854.203125 Penalty: 3432.163330
	Iteration 6Q: 3 clusters Score -115854.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -115888.960938 Penalty: 3432.163330
	Iteration 7Q: 3 clusters Score -115889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -115897.703125 Penalty: 3432.163330
	Iteration 8Q: 3 clusters Score -115897.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -115917.031250 Penalty: 3432.163330
	Iteration 9Q: 3 clusters Score -115917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -115924.398438 Penalty: 3432.163330
	Iteration 10Q: 3 clusters Score -115924.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -115929.179688 Penalty: 3432.163330
	Iteration 11Q: 3 clusters Score -115929.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -115933.179688 Penalty: 3432.163330
	Iteration 12Q: 3 clusters Score -115933.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -115934.625000 Penalty: 3432.163330
	Iteration 13Q: 3 clusters Score -115934.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -115936.359375 Penalty: 3432.163330
	Iteration 14Q: 3 clusters Score -115936.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -115937.820312 Penalty: 3432.163330
	Iteration 15Q: 3 clusters Score -115937.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -115937.820312 Penalty: 3432.163330
	Iteration 16F: 3 clusters Score -115937.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (172788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172788 members 
Entering Unmasked Estep 
Score: -21503618.000000 Penalty: 2990.835693
	Iteration 0F: 2 clusters Score -2.150362e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85901 members 
Mstep: Class 2 contains 86887 members 
Entering Unmasked Estep 
Score: -21390292.000000 Penalty: 5981.671387
	Iteration 0F: 3 clusters Score -2.139029e+07 nChanged 82753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80494 members 
Mstep: Class 2 contains 92294 members 
Entering Unmasked Estep 
Score: -21438678.000000 Penalty: 5981.671387
	Iteration 1F: 3 clusters Score -2.143868e+07 nChanged 6583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76941 members 
Mstep: Class 2 contains 95847 members 
Entering Unmasked Estep 
Score: -21441102.000000 Penalty: 5981.671387
	Iteration 2Q: 3 clusters Score -2.14411e+07 nChanged 7873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71544 members 
Mstep: Class 2 contains 101244 members 
Entering Unmasked Estep 
Score: -21444552.000000 Penalty: 5981.671387
	Iteration 3Q: 3 clusters Score -2.144455e+07 nChanged 9721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63551 members 
Mstep: Class 2 contains 109237 members 
Entering Unmasked Estep 
Score: -21450074.000000 Penalty: 5981.671387
	Iteration 4F: 3 clusters Score -2.145007e+07 nChanged 11991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52506 members 
Mstep: Class 2 contains 120282 members 
Entering Unmasked Estep 
Score: -21458806.000000 Penalty: 5981.671387
	Iteration 5F: 3 clusters Score -2.145881e+07 nChanged 13682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39164 members 
Mstep: Class 2 contains 133624 members 
Entering Unmasked Estep 
Score: -21470688.000000 Penalty: 5981.671387
	Iteration 6F: 3 clusters Score -2.147069e+07 nChanged 13411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 146911 members 
Entering Unmasked Estep 
Score: -21482942.000000 Penalty: 5981.671387
	Iteration 7F: 3 clusters Score -2.148294e+07 nChanged 10181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 157044 members 
Entering Unmasked Estep 
Score: -21491668.000000 Penalty: 5981.671387
	Iteration 8F: 3 clusters Score -2.149167e+07 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 162985 members 
Entering Unmasked Estep 
Score: -21496510.000000 Penalty: 5981.671387
	Iteration 9Q: 3 clusters Score -2.149651e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 166160 members 
Entering Unmasked Estep 
Score: -21498852.000000 Penalty: 5981.671387
	Iteration 10Q: 3 clusters Score -2.149885e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 167887 members 
Entering Unmasked Estep 
Score: -21499958.000000 Penalty: 5981.671387
	Iteration 11Q: 3 clusters Score -2.149996e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 168831 members 
Entering Unmasked Estep 
Score: -21500530.000000 Penalty: 5981.671387
	Iteration 12Q: 3 clusters Score -2.150053e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 169439 members 
Entering Unmasked Estep 
Score: -21500806.000000 Penalty: 5981.671387
	Iteration 13Q: 3 clusters Score -2.150081e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 169813 members 
Entering Unmasked Estep 
Score: -21500978.000000 Penalty: 5981.671387
	Iteration 14Q: 3 clusters Score -2.150098e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 170072 members 
Entering Unmasked Estep 
Score: -21501122.000000 Penalty: 5981.671387
	Iteration 15Q: 3 clusters Score -2.150112e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 170276 members 
Entering Unmasked Estep 
Score: -21501230.000000 Penalty: 5981.671387
	Iteration 16Q: 3 clusters Score -2.150123e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 170430 members 
Entering Unmasked Estep 
Score: -21501296.000000 Penalty: 5981.671387
	Iteration 17Q: 3 clusters Score -2.15013e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 170545 members 
Entering Unmasked Estep 
Score: -21501314.000000 Penalty: 5981.671387
	Iteration 18Q: 3 clusters Score -2.150131e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 170623 members 
Entering Unmasked Estep 
Score: -21501334.000000 Penalty: 5981.671387
	Iteration 19Q: 3 clusters Score -2.150133e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 170715 members 
Entering Unmasked Estep 
Score: -21501382.000000 Penalty: 5981.671387
	Iteration 20F: 3 clusters Score -2.150138e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 170794 members 
Entering Unmasked Estep 
Score: -21501440.000000 Penalty: 5981.671387
	Iteration 21Q: 3 clusters Score -2.150144e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 170841 members 
Entering Unmasked Estep 
Score: -21501412.000000 Penalty: 5981.671387
	Iteration 22Q: 3 clusters Score -2.150141e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 170895 members 
Entering Unmasked Estep 
Score: -21501438.000000 Penalty: 5981.671387
	Iteration 23Q: 3 clusters Score -2.150144e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 170947 members 
Entering Unmasked Estep 
Score: -21501460.000000 Penalty: 5981.671387
	Iteration 24Q: 3 clusters Score -2.150146e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 170983 members 
Entering Unmasked Estep 
Score: -21501474.000000 Penalty: 5981.671387
	Iteration 25Q: 3 clusters Score -2.150147e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 171007 members 
Entering Unmasked Estep 
Score: -21501484.000000 Penalty: 5981.671387
	Iteration 26Q: 3 clusters Score -2.150148e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 171027 members 
Entering Unmasked Estep 
Score: -21501492.000000 Penalty: 5981.671387
	Iteration 27Q: 3 clusters Score -2.150149e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 171045 members 
Entering Unmasked Estep 
Score: -21501516.000000 Penalty: 5981.671387
	Iteration 28Q: 3 clusters Score -2.150152e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 171067 members 
Entering Unmasked Estep 
Score: -21501522.000000 Penalty: 5981.671387
	Iteration 29Q: 3 clusters Score -2.150152e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 171090 members 
Entering Unmasked Estep 
Score: -21501546.000000 Penalty: 5981.671387
	Iteration 30Q: 3 clusters Score -2.150155e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 171108 members 
Entering Unmasked Estep 
Score: -21501556.000000 Penalty: 5981.671387
	Iteration 31Q: 3 clusters Score -2.150156e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 171116 members 
Entering Unmasked Estep 
Score: -21501564.000000 Penalty: 5981.671387
	Iteration 32Q: 3 clusters Score -2.150156e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 171123 members 
Entering Unmasked Estep 
Score: -21501558.000000 Penalty: 5981.671387
	Iteration 33Q: 3 clusters Score -2.150156e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 171130 members 
Entering Unmasked Estep 
Score: -21501550.000000 Penalty: 5981.671387
	Iteration 34Q: 3 clusters Score -2.150155e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 171133 members 
Entering Unmasked Estep 
Score: -21501562.000000 Penalty: 5981.671387
	Iteration 35Q: 3 clusters Score -2.150156e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 171132 members 
Entering Unmasked Estep 
Score: -21501560.000000 Penalty: 5981.671387
	Iteration 36Q: 3 clusters Score -2.150156e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 171133 members 
Entering Unmasked Estep 
Score: -21501566.000000 Penalty: 5981.671387
	Iteration 37Q: 3 clusters Score -2.150157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 171133 members 
Entering Unmasked Estep 
Score: -21501558.000000 Penalty: 5981.671387
	Iteration 38Q: 3 clusters Score -2.150156e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 171133 members 
Entering Unmasked Estep 
Score: -21501558.000000 Penalty: 5981.671387
	Iteration 39F: 3 clusters Score -2.150156e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (61660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61660 members 
Entering Unmasked Estep 
Score: -7785467.500000 Penalty: 2735.288818
	Iteration 0F: 2 clusters Score -7785468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30526 members 
Mstep: Class 2 contains 31134 members 
Entering Unmasked Estep 
Score: -7744131.000000 Penalty: 5470.577637
	Iteration 0F: 3 clusters Score -7744131 nChanged 28631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28645 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -7760067.500000 Penalty: 5470.577637
	Iteration 1F: 3 clusters Score -7760068 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 34388 members 
Entering Unmasked Estep 
Score: -7760859.500000 Penalty: 5470.577637
	Iteration 2Q: 3 clusters Score -7760860 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25278 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -7761997.500000 Penalty: 5470.577637
	Iteration 3Q: 3 clusters Score -7761998 nChanged 3211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 39263 members 
Entering Unmasked Estep 
Score: -7763664.500000 Penalty: 5470.577637
	Iteration 4F: 3 clusters Score -7763664 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 43199 members 
Entering Unmasked Estep 
Score: -7766233.000000 Penalty: 5470.577637
	Iteration 5F: 3 clusters Score -7766233 nChanged 4978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 48165 members 
Entering Unmasked Estep 
Score: -7770284.500000 Penalty: 5470.577637
	Iteration 6F: 3 clusters Score -7770284 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 53492 members 
Entering Unmasked Estep 
Score: -7775247.000000 Penalty: 5470.577637
	Iteration 7F: 3 clusters Score -7775247 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 57824 members 
Entering Unmasked Estep 
Score: -7779451.500000 Penalty: 5470.577637
	Iteration 8F: 3 clusters Score -7779452 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 60207 members 
Entering Unmasked Estep 
Score: -7781664.000000 Penalty: 5470.577637
	Iteration 9Q: 3 clusters Score -7781664 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 61088 members 
Entering Unmasked Estep 
Score: -7782540.000000 Penalty: 5470.577637
	Iteration 10Q: 3 clusters Score -7782540 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 61350 members 
Entering Unmasked Estep 
Score: -7782791.500000 Penalty: 5470.577637
	Iteration 11Q: 3 clusters Score -7782792 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 61415 members 
Entering Unmasked Estep 
Score: -7782911.500000 Penalty: 5470.577637
	Iteration 12Q: 3 clusters Score -7782912 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 61443 members 
Entering Unmasked Estep 
Score: -7782974.500000 Penalty: 5470.577637
	Iteration 13Q: 3 clusters Score -7782974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 61448 members 
Entering Unmasked Estep 
Score: -7783001.500000 Penalty: 5470.577637
	Iteration 14Q: 3 clusters Score -7783002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 61452 members 
Entering Unmasked Estep 
Score: -7783010.500000 Penalty: 5470.577637
	Iteration 15Q: 3 clusters Score -7783010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 61451 members 
Entering Unmasked Estep 
Score: -7783009.500000 Penalty: 5470.577637
	Iteration 16Q: 3 clusters Score -7783010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 61451 members 
Entering Unmasked Estep 
Score: -7783013.500000 Penalty: 5470.577637
	Iteration 17Q: 3 clusters Score -7783014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 61453 members 
Entering Unmasked Estep 
Score: -7783022.500000 Penalty: 5470.577637
	Iteration 18Q: 3 clusters Score -7783022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 61456 members 
Entering Unmasked Estep 
Score: -7783035.000000 Penalty: 5470.577637
	Iteration 19Q: 3 clusters Score -7783035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 61458 members 
Entering Unmasked Estep 
Score: -7783033.500000 Penalty: 5470.577637
	Iteration 20F: 3 clusters Score -7783034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 61458 members 
Entering Unmasked Estep 
Score: -7783039.000000 Penalty: 5470.577637
	Iteration 21Q: 3 clusters Score -7783039 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 61458 members 
Entering Unmasked Estep 
Score: -7783039.000000 Penalty: 5470.577637
	Iteration 22F: 3 clusters Score -7783039 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Entering Unmasked Estep 
Score: -283872.625000 Penalty: 1921.082520
	Iteration 0F: 2 clusters Score -283872.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -281053.562500 Penalty: 3842.165039
	Iteration 0F: 3 clusters Score -281053.6 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -281578.437500 Penalty: 3842.165039
	Iteration 1F: 3 clusters Score -281578.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -281700.187500 Penalty: 3842.165039
	Iteration 2F: 3 clusters Score -281700.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -281767.093750 Penalty: 3842.165039
	Iteration 3Q: 3 clusters Score -281767.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -281796.937500 Penalty: 3842.165039
	Iteration 4Q: 3 clusters Score -281796.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -281815.531250 Penalty: 3842.165039
	Iteration 5Q: 3 clusters Score -281815.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -281837.718750 Penalty: 3842.165039
	Iteration 6Q: 3 clusters Score -281837.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -281852.062500 Penalty: 3842.165039
	Iteration 7Q: 3 clusters Score -281852.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -281860.531250 Penalty: 3842.165039
	Iteration 8Q: 3 clusters Score -281860.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -281870.562500 Penalty: 3842.165039
	Iteration 9Q: 3 clusters Score -281870.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -281880.000000 Penalty: 3842.165039
	Iteration 10Q: 3 clusters Score -281880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -281887.406250 Penalty: 3842.165039
	Iteration 11Q: 3 clusters Score -281887.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -281893.625000 Penalty: 3842.165039
	Iteration 12Q: 3 clusters Score -281893.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -281898.250000 Penalty: 3842.165039
	Iteration 13Q: 3 clusters Score -281898.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -281901.218750 Penalty: 3842.165039
	Iteration 14Q: 3 clusters Score -281901.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -281905.531250 Penalty: 3842.165039
	Iteration 15Q: 3 clusters Score -281905.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -281910.531250 Penalty: 3842.165039
	Iteration 16Q: 3 clusters Score -281910.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -281913.906250 Penalty: 3842.165039
	Iteration 17Q: 3 clusters Score -281913.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -281915.875000 Penalty: 3842.165039
	Iteration 18Q: 3 clusters Score -281915.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -281916.562500 Penalty: 3842.165039
	Iteration 19Q: 3 clusters Score -281916.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -281917.312500 Penalty: 3842.165039
	Iteration 20F: 3 clusters Score -281917.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43859 members 
Entering Unmasked Estep 
Score: -5546467.500000 Penalty: 2650.806396
	Iteration 0F: 2 clusters Score -5546468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 22007 members 
Entering Unmasked Estep 
Score: -5516808.000000 Penalty: 5301.612793
	Iteration 0F: 3 clusters Score -5516808 nChanged 20212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -5528200.500000 Penalty: 5301.612793
	Iteration 1F: 3 clusters Score -5528200 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -5528927.500000 Penalty: 5301.612793
	Iteration 2Q: 3 clusters Score -5528928 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -5529633.000000 Penalty: 5301.612793
	Iteration 3Q: 3 clusters Score -5529633 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 23827 members 
Entering Unmasked Estep 
Score: -5530376.500000 Penalty: 5301.612793
	Iteration 4Q: 3 clusters Score -5530376 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -5531167.000000 Penalty: 5301.612793
	Iteration 5Q: 3 clusters Score -5531167 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -5532052.000000 Penalty: 5301.612793
	Iteration 6Q: 3 clusters Score -5532052 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -5532947.500000 Penalty: 5301.612793
	Iteration 7Q: 3 clusters Score -5532948 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17450 members 
Mstep: Class 2 contains 26409 members 
Entering Unmasked Estep 
Score: -5533964.500000 Penalty: 5301.612793
	Iteration 8Q: 3 clusters Score -5533964 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -5535105.000000 Penalty: 5301.612793
	Iteration 9Q: 3 clusters Score -5535105 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 27853 members 
Entering Unmasked Estep 
Score: -5536387.500000 Penalty: 5301.612793
	Iteration 10Q: 3 clusters Score -5536388 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -5537635.500000 Penalty: 5301.612793
	Iteration 11Q: 3 clusters Score -5537636 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 29073 members 
Entering Unmasked Estep 
Score: -5538518.500000 Penalty: 5301.612793
	Iteration 12Q: 3 clusters Score -5538518 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 29656 members 
Entering Unmasked Estep 
Score: -5539240.500000 Penalty: 5301.612793
	Iteration 13Q: 3 clusters Score -5539240 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 30163 members 
Entering Unmasked Estep 
Score: -5539830.000000 Penalty: 5301.612793
	Iteration 14Q: 3 clusters Score -5539830 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -5540375.500000 Penalty: 5301.612793
	Iteration 15Q: 3 clusters Score -5540376 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 31240 members 
Entering Unmasked Estep 
Score: -5540855.000000 Penalty: 5301.612793
	Iteration 16Q: 3 clusters Score -5540855 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 31744 members 
Entering Unmasked Estep 
Score: -5541332.500000 Penalty: 5301.612793
	Iteration 17Q: 3 clusters Score -5541332 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -5541758.500000 Penalty: 5301.612793
	Iteration 18Q: 3 clusters Score -5541758 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
Score: -5542102.000000 Penalty: 5301.612793
	Iteration 19Q: 3 clusters Score -5542102 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -5542409.000000 Penalty: 5301.612793
	Iteration 20F: 3 clusters Score -5542409 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 33489 members 
Entering Unmasked Estep 
Score: -5542647.500000 Penalty: 5301.612793
	Iteration 21Q: 3 clusters Score -5542648 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 33876 members 
Entering Unmasked Estep 
Score: -5542900.500000 Penalty: 5301.612793
	Iteration 22Q: 3 clusters Score -5542900 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 34259 members 
Entering Unmasked Estep 
Score: -5543092.500000 Penalty: 5301.612793
	Iteration 23Q: 3 clusters Score -5543092 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 34612 members 
Entering Unmasked Estep 
Score: -5543260.500000 Penalty: 5301.612793
	Iteration 24Q: 3 clusters Score -5543260 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 34928 members 
Entering Unmasked Estep 
Score: -5543406.500000 Penalty: 5301.612793
	Iteration 25Q: 3 clusters Score -5543406 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 35209 members 
Entering Unmasked Estep 
Score: -5543510.500000 Penalty: 5301.612793
	Iteration 26Q: 3 clusters Score -5543510 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 35477 members 
Entering Unmasked Estep 
Score: -5543600.000000 Penalty: 5301.612793
	Iteration 27Q: 3 clusters Score -5543600 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 35731 members 
Entering Unmasked Estep 
Score: -5543673.000000 Penalty: 5301.612793
	Iteration 28Q: 3 clusters Score -5543673 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 35974 members 
Entering Unmasked Estep 
Score: -5543749.500000 Penalty: 5301.612793
	Iteration 29Q: 3 clusters Score -5543750 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 36195 members 
Entering Unmasked Estep 
Score: -5543785.000000 Penalty: 5301.612793
	Iteration 30Q: 3 clusters Score -5543785 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 36394 members 
Entering Unmasked Estep 
Score: -5543839.500000 Penalty: 5301.612793
	Iteration 31Q: 3 clusters Score -5543840 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -5543858.000000 Penalty: 5301.612793
	Iteration 32Q: 3 clusters Score -5543858 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 36731 members 
Entering Unmasked Estep 
Score: -5543886.000000 Penalty: 5301.612793
	Iteration 33Q: 3 clusters Score -5543886 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 36874 members 
Entering Unmasked Estep 
Score: -5543906.500000 Penalty: 5301.612793
	Iteration 34Q: 3 clusters Score -5543906 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 37013 members 
Entering Unmasked Estep 
Score: -5543923.000000 Penalty: 5301.612793
	Iteration 35Q: 3 clusters Score -5543923 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
Score: -5543961.000000 Penalty: 5301.612793
	Iteration 36Q: 3 clusters Score -5543961 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -5543984.500000 Penalty: 5301.612793
	Iteration 37Q: 3 clusters Score -5543984 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 37385 members 
Entering Unmasked Estep 
Score: -5544010.000000 Penalty: 5301.612793
	Iteration 38Q: 3 clusters Score -5544010 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 37502 members 
Entering Unmasked Estep 
Score: -5544051.500000 Penalty: 5301.612793
	Iteration 39Q: 3 clusters Score -5544052 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 37602 members 
Entering Unmasked Estep 
Score: -5544053.500000 Penalty: 5301.612793
	Iteration 40F: 3 clusters Score -5544054 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -5544069.500000 Penalty: 5301.612793
	Iteration 41Q: 3 clusters Score -5544070 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 37780 members 
Entering Unmasked Estep 
Score: -5544078.500000 Penalty: 5301.612793
	Iteration 42Q: 3 clusters Score -5544078 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 37850 members 
Entering Unmasked Estep 
Score: -5544079.000000 Penalty: 5301.612793
	Iteration 43Q: 3 clusters Score -5544079 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -5544094.500000 Penalty: 5301.612793
	Iteration 44Q: 3 clusters Score -5544094 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
Score: -5544115.500000 Penalty: 5301.612793
	Iteration 45Q: 3 clusters Score -5544116 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 38061 members 
Entering Unmasked Estep 
Score: -5544124.500000 Penalty: 5301.612793
	Iteration 46Q: 3 clusters Score -5544124 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 38124 members 
Entering Unmasked Estep 
Score: -5544134.500000 Penalty: 5301.612793
	Iteration 47Q: 3 clusters Score -5544134 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 38173 members 
Entering Unmasked Estep 
Score: -5544138.000000 Penalty: 5301.612793
	Iteration 48Q: 3 clusters Score -5544138 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 38222 members 
Entering Unmasked Estep 
Score: -5544140.500000 Penalty: 5301.612793
	Iteration 49Q: 3 clusters Score -5544140 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 38273 members 
Entering Unmasked Estep 
Score: -5544160.500000 Penalty: 5301.612793
	Iteration 50Q: 3 clusters Score -5544160 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 38347 members 
Entering Unmasked Estep 
Score: -5544157.000000 Penalty: 5301.612793
	Iteration 51Q: 3 clusters Score -5544157 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 38409 members 
Entering Unmasked Estep 
Score: -5544161.000000 Penalty: 5301.612793
	Iteration 52Q: 3 clusters Score -5544161 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 38475 members 
Entering Unmasked Estep 
Score: -5544172.000000 Penalty: 5301.612793
	Iteration 53Q: 3 clusters Score -5544172 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 38536 members 
Entering Unmasked Estep 
Score: -5544166.500000 Penalty: 5301.612793
	Iteration 54Q: 3 clusters Score -5544166 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 38599 members 
Entering Unmasked Estep 
Score: -5544184.000000 Penalty: 5301.612793
	Iteration 55Q: 3 clusters Score -5544184 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 38661 members 
Entering Unmasked Estep 
Score: -5544191.000000 Penalty: 5301.612793
	Iteration 56Q: 3 clusters Score -5544191 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 38717 members 
Entering Unmasked Estep 
Score: -5544218.000000 Penalty: 5301.612793
	Iteration 57Q: 3 clusters Score -5544218 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 38765 members 
Entering Unmasked Estep 
Score: -5544218.000000 Penalty: 5301.612793
	Iteration 58Q: 3 clusters Score -5544218 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 38805 members 
Entering Unmasked Estep 
Score: -5544224.500000 Penalty: 5301.612793
	Iteration 59Q: 3 clusters Score -5544224 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 38839 members 
Entering Unmasked Estep 
Score: -5544219.000000 Penalty: 5301.612793
	Iteration 60F: 3 clusters Score -5544219 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 38876 members 
Entering Unmasked Estep 
Score: -5544224.500000 Penalty: 5301.612793
	Iteration 61Q: 3 clusters Score -5544224 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 38901 members 
Entering Unmasked Estep 
Score: -5544237.500000 Penalty: 5301.612793
	Iteration 62Q: 3 clusters Score -5544238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 38925 members 
Entering Unmasked Estep 
Score: -5544236.500000 Penalty: 5301.612793
	Iteration 63Q: 3 clusters Score -5544236 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 38947 members 
Entering Unmasked Estep 
Score: -5544247.500000 Penalty: 5301.612793
	Iteration 64Q: 3 clusters Score -5544248 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 38974 members 
Entering Unmasked Estep 
Score: -5544258.000000 Penalty: 5301.612793
	Iteration 65Q: 3 clusters Score -5544258 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 39001 members 
Entering Unmasked Estep 
Score: -5544256.000000 Penalty: 5301.612793
	Iteration 66Q: 3 clusters Score -5544256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 39018 members 
Entering Unmasked Estep 
Score: -5544264.500000 Penalty: 5301.612793
	Iteration 67Q: 3 clusters Score -5544264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 39039 members 
Entering Unmasked Estep 
Score: -5544255.500000 Penalty: 5301.612793
	Iteration 68Q: 3 clusters Score -5544256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 39056 members 
Entering Unmasked Estep 
Score: -5544256.000000 Penalty: 5301.612793
	Iteration 69Q: 3 clusters Score -5544256 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 39084 members 
Entering Unmasked Estep 
Score: -5544262.000000 Penalty: 5301.612793
	Iteration 70Q: 3 clusters Score -5544262 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 39110 members 
Entering Unmasked Estep 
Score: -5544263.500000 Penalty: 5301.612793
	Iteration 71Q: 3 clusters Score -5544264 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -5544269.000000 Penalty: 5301.612793
	Iteration 72Q: 3 clusters Score -5544269 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 39166 members 
Entering Unmasked Estep 
Score: -5544275.000000 Penalty: 5301.612793
	Iteration 73Q: 3 clusters Score -5544275 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 39193 members 
Entering Unmasked Estep 
Score: -5544275.000000 Penalty: 5301.612793
	Iteration 74Q: 3 clusters Score -5544275 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 39229 members 
Entering Unmasked Estep 
Score: -5544291.000000 Penalty: 5301.612793
	Iteration 75Q: 3 clusters Score -5544291 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 39252 members 
Entering Unmasked Estep 
Score: -5544292.500000 Penalty: 5301.612793
	Iteration 76Q: 3 clusters Score -5544292 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 39282 members 
Entering Unmasked Estep 
Score: -5544290.000000 Penalty: 5301.612793
	Iteration 77Q: 3 clusters Score -5544290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 39303 members 
Entering Unmasked Estep 
Score: -5544295.500000 Penalty: 5301.612793
	Iteration 78Q: 3 clusters Score -5544296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 39326 members 
Entering Unmasked Estep 
Score: -5544294.500000 Penalty: 5301.612793
	Iteration 79Q: 3 clusters Score -5544294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 39345 members 
Entering Unmasked Estep 
Score: -5544296.500000 Penalty: 5301.612793
	Iteration 80F: 3 clusters Score -5544296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 39359 members 
Entering Unmasked Estep 
Score: -5544304.500000 Penalty: 5301.612793
	Iteration 81Q: 3 clusters Score -5544304 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 39378 members 
Entering Unmasked Estep 
Score: -5544303.500000 Penalty: 5301.612793
	Iteration 82Q: 3 clusters Score -5544304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 39392 members 
Entering Unmasked Estep 
Score: -5544308.000000 Penalty: 5301.612793
	Iteration 83Q: 3 clusters Score -5544308 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 39417 members 
Entering Unmasked Estep 
Score: -5544317.000000 Penalty: 5301.612793
	Iteration 84Q: 3 clusters Score -5544317 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 39440 members 
Entering Unmasked Estep 
Score: -5544312.000000 Penalty: 5301.612793
	Iteration 85Q: 3 clusters Score -5544312 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 39460 members 
Entering Unmasked Estep 
Score: -5544306.500000 Penalty: 5301.612793
	Iteration 86Q: 3 clusters Score -5544306 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 39480 members 
Entering Unmasked Estep 
Score: -5544314.500000 Penalty: 5301.612793
	Iteration 87Q: 3 clusters Score -5544314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 39497 members 
Entering Unmasked Estep 
Score: -5544308.500000 Penalty: 5301.612793
	Iteration 88Q: 3 clusters Score -5544308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 39514 members 
Entering Unmasked Estep 
Score: -5544321.000000 Penalty: 5301.612793
	Iteration 89Q: 3 clusters Score -5544321 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 39525 members 
Entering Unmasked Estep 
Score: -5544324.000000 Penalty: 5301.612793
	Iteration 90Q: 3 clusters Score -5544324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 39536 members 
Entering Unmasked Estep 
Score: -5544329.000000 Penalty: 5301.612793
	Iteration 91Q: 3 clusters Score -5544329 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 39542 members 
Entering Unmasked Estep 
Score: -5544331.000000 Penalty: 5301.612793
	Iteration 92Q: 3 clusters Score -5544331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 39546 members 
Entering Unmasked Estep 
Score: -5544329.500000 Penalty: 5301.612793
	Iteration 93Q: 3 clusters Score -5544330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 39548 members 
Entering Unmasked Estep 
Score: -5544333.500000 Penalty: 5301.612793
	Iteration 94Q: 3 clusters Score -5544334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 39550 members 
Entering Unmasked Estep 
Score: -5544330.500000 Penalty: 5301.612793
	Iteration 95Q: 3 clusters Score -5544330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 39551 members 
Entering Unmasked Estep 
Score: -5544332.000000 Penalty: 5301.612793
	Iteration 96Q: 3 clusters Score -5544332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 39552 members 
Entering Unmasked Estep 
Score: -5544333.500000 Penalty: 5301.612793
	Iteration 97Q: 3 clusters Score -5544334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 39553 members 
Entering Unmasked Estep 
Score: -5544331.000000 Penalty: 5301.612793
	Iteration 98Q: 3 clusters Score -5544331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 39554 members 
Entering Unmasked Estep 
Score: -5544332.000000 Penalty: 5301.612793
	Iteration 99Q: 3 clusters Score -5544332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 39555 members 
Entering Unmasked Estep 
Score: -5544335.000000 Penalty: 5301.612793
	Iteration 100F: 3 clusters Score -5544335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 39559 members 
Entering Unmasked Estep 
Score: -5544334.000000 Penalty: 5301.612793
	Iteration 101Q: 3 clusters Score -5544334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 39563 members 
Entering Unmasked Estep 
Score: -5544329.500000 Penalty: 5301.612793
	Iteration 102Q: 3 clusters Score -5544330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 39563 members 
Entering Unmasked Estep 
Score: -5544329.500000 Penalty: 5301.612793
	Iteration 103F: 3 clusters Score -5544330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Entering Unmasked Estep 
Score: -657030.750000 Penalty: 2121.752197
	Iteration 0F: 2 clusters Score -657030.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -652355.625000 Penalty: 4243.504395
	Iteration 0F: 3 clusters Score -652355.6 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -653455.250000 Penalty: 4243.504395
	Iteration 1F: 3 clusters Score -653455.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -653667.250000 Penalty: 4243.504395
	Iteration 2F: 3 clusters Score -653667.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -653795.562500 Penalty: 4243.504395
	Iteration 3Q: 3 clusters Score -653795.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -653872.062500 Penalty: 4243.504395
	Iteration 4Q: 3 clusters Score -653872.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -653942.000000 Penalty: 4243.504395
	Iteration 5Q: 3 clusters Score -653942 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -653998.937500 Penalty: 4243.504395
	Iteration 6Q: 3 clusters Score -653998.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -654049.125000 Penalty: 4243.504395
	Iteration 7Q: 3 clusters Score -654049.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -654103.250000 Penalty: 4243.504395
	Iteration 8Q: 3 clusters Score -654103.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -654150.437500 Penalty: 4243.504395
	Iteration 9Q: 3 clusters Score -654150.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -654201.000000 Penalty: 4243.504395
	Iteration 10Q: 3 clusters Score -654201 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -654252.937500 Penalty: 4243.504395
	Iteration 11Q: 3 clusters Score -654252.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -654301.687500 Penalty: 4243.504395
	Iteration 12Q: 3 clusters Score -654301.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -654343.000000 Penalty: 4243.504395
	Iteration 13Q: 3 clusters Score -654343 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -654385.125000 Penalty: 4243.504395
	Iteration 14Q: 3 clusters Score -654385.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -654423.250000 Penalty: 4243.504395
	Iteration 15Q: 3 clusters Score -654423.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -654461.312500 Penalty: 4243.504395
	Iteration 16Q: 3 clusters Score -654461.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -654504.500000 Penalty: 4243.504395
	Iteration 17Q: 3 clusters Score -654504.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -654552.625000 Penalty: 4243.504395
	Iteration 18Q: 3 clusters Score -654552.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -654604.000000 Penalty: 4243.504395
	Iteration 19Q: 3 clusters Score -654604 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -654652.750000 Penalty: 4243.504395
	Iteration 20F: 3 clusters Score -654652.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -654707.687500 Penalty: 4243.504395
	Iteration 21Q: 3 clusters Score -654707.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -654762.625000 Penalty: 4243.504395
	Iteration 22Q: 3 clusters Score -654762.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -654801.500000 Penalty: 4243.504395
	Iteration 23Q: 3 clusters Score -654801.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -654835.875000 Penalty: 4243.504395
	Iteration 24Q: 3 clusters Score -654835.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -654868.937500 Penalty: 4243.504395
	Iteration 25Q: 3 clusters Score -654868.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -654903.375000 Penalty: 4243.504395
	Iteration 26Q: 3 clusters Score -654903.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -654935.312500 Penalty: 4243.504395
	Iteration 27Q: 3 clusters Score -654935.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -654966.125000 Penalty: 4243.504395
	Iteration 28Q: 3 clusters Score -654966.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -654985.375000 Penalty: 4243.504395
	Iteration 29Q: 3 clusters Score -654985.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -654998.625000 Penalty: 4243.504395
	Iteration 30Q: 3 clusters Score -654998.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -655008.312500 Penalty: 4243.504395
	Iteration 31Q: 3 clusters Score -655008.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -655014.750000 Penalty: 4243.504395
	Iteration 32Q: 3 clusters Score -655014.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -655028.375000 Penalty: 4243.504395
	Iteration 33Q: 3 clusters Score -655028.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -655037.750000 Penalty: 4243.504395
	Iteration 34Q: 3 clusters Score -655037.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -655043.000000 Penalty: 4243.504395
	Iteration 35Q: 3 clusters Score -655043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -655047.187500 Penalty: 4243.504395
	Iteration 36Q: 3 clusters Score -655047.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -655052.500000 Penalty: 4243.504395
	Iteration 37Q: 3 clusters Score -655052.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -655059.750000 Penalty: 4243.504395
	Iteration 38Q: 3 clusters Score -655059.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -655062.562500 Penalty: 4243.504395
	Iteration 39Q: 3 clusters Score -655062.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -655064.937500 Penalty: 4243.504395
	Iteration 40F: 3 clusters Score -655064.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -655067.312500 Penalty: 4243.504395
	Iteration 41Q: 3 clusters Score -655067.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -655071.062500 Penalty: 4243.504395
	Iteration 42Q: 3 clusters Score -655071.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -655075.375000 Penalty: 4243.504395
	Iteration 43Q: 3 clusters Score -655075.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -655075.875000 Penalty: 4243.504395
	Iteration 44Q: 3 clusters Score -655075.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -655077.437500 Penalty: 4243.504395
	Iteration 45Q: 3 clusters Score -655077.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -655078.437500 Penalty: 4243.504395
	Iteration 46Q: 3 clusters Score -655078.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -655079.937500 Penalty: 4243.504395
	Iteration 47Q: 3 clusters Score -655079.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -655079.750000 Penalty: 4243.504395
	Iteration 48Q: 3 clusters Score -655079.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -655080.062500 Penalty: 4243.504395
	Iteration 49Q: 3 clusters Score -655080.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -655080.625000 Penalty: 4243.504395
	Iteration 50Q: 3 clusters Score -655080.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -655081.500000 Penalty: 4243.504395
	Iteration 51Q: 3 clusters Score -655081.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -655081.250000 Penalty: 4243.504395
	Iteration 52Q: 3 clusters Score -655081.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -655081.250000 Penalty: 4243.504395
	Iteration 53Q: 3 clusters Score -655081.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -655083.500000 Penalty: 4243.504395
	Iteration 54Q: 3 clusters Score -655083.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -655082.812500 Penalty: 4243.504395
	Iteration 55Q: 3 clusters Score -655082.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -655082.812500 Penalty: 4243.504395
	Iteration 56F: 3 clusters Score -655082.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (33773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33773 members 
Entering Unmasked Estep 
Score: -4238031.500000 Penalty: 2585.999268
	Iteration 0F: 2 clusters Score -4238032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -4215153.000000 Penalty: 5171.998535
	Iteration 0F: 3 clusters Score -4215153 nChanged 15212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -4223383.500000 Penalty: 5171.998535
	Iteration 1F: 3 clusters Score -4223384 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -4223904.000000 Penalty: 5171.998535
	Iteration 2Q: 3 clusters Score -4223904 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -4224374.000000 Penalty: 5171.998535
	Iteration 3Q: 3 clusters Score -4224374 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -4224877.000000 Penalty: 5171.998535
	Iteration 4Q: 3 clusters Score -4224877 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -4225474.500000 Penalty: 5171.998535
	Iteration 5Q: 3 clusters Score -4225474 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -4226323.500000 Penalty: 5171.998535
	Iteration 6Q: 3 clusters Score -4226324 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -4227577.000000 Penalty: 5171.998535
	Iteration 7F: 3 clusters Score -4227577 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26325 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -4229264.000000 Penalty: 5171.998535
	Iteration 8F: 3 clusters Score -4229264 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28634 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -4231343.000000 Penalty: 5171.998535
	Iteration 9F: 3 clusters Score -4231343 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30569 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -4233136.000000 Penalty: 5171.998535
	Iteration 10F: 3 clusters Score -4233136 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31894 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -4234407.000000 Penalty: 5171.998535
	Iteration 11Q: 3 clusters Score -4234407 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32622 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -4235053.000000 Penalty: 5171.998535
	Iteration 12Q: 3 clusters Score -4235053 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -4235372.000000 Penalty: 5171.998535
	Iteration 13Q: 3 clusters Score -4235372 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33164 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -4235565.500000 Penalty: 5171.998535
	Iteration 14Q: 3 clusters Score -4235566 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33255 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -4235659.500000 Penalty: 5171.998535
	Iteration 15Q: 3 clusters Score -4235660 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -4235720.000000 Penalty: 5171.998535
	Iteration 16Q: 3 clusters Score -4235720 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33331 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -4235757.000000 Penalty: 5171.998535
	Iteration 17Q: 3 clusters Score -4235757 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33348 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4235783.500000 Penalty: 5171.998535
	Iteration 18Q: 3 clusters Score -4235784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33363 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -4235803.500000 Penalty: 5171.998535
	Iteration 19Q: 3 clusters Score -4235804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33373 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -4235808.500000 Penalty: 5171.998535
	Iteration 20F: 3 clusters Score -4235808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -4235812.000000 Penalty: 5171.998535
	Iteration 21Q: 3 clusters Score -4235812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33378 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -4235814.500000 Penalty: 5171.998535
	Iteration 22Q: 3 clusters Score -4235814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33379 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4235818.000000 Penalty: 5171.998535
	Iteration 23Q: 3 clusters Score -4235818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33380 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4235816.000000 Penalty: 5171.998535
	Iteration 24Q: 3 clusters Score -4235816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33380 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -4235816.000000 Penalty: 5171.998535
	Iteration 25F: 3 clusters Score -4235816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Entering Unmasked Estep 
Score: -293171.625000 Penalty: 1932.195190
	Iteration 0F: 2 clusters Score -293171.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -290268.781250 Penalty: 3864.390381
	Iteration 0F: 3 clusters Score -290268.8 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -290837.937500 Penalty: 3864.390381
	Iteration 1F: 3 clusters Score -290837.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -290982.656250 Penalty: 3864.390381
	Iteration 2F: 3 clusters Score -290982.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -291054.062500 Penalty: 3864.390381
	Iteration 3Q: 3 clusters Score -291054.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -291109.562500 Penalty: 3864.390381
	Iteration 4Q: 3 clusters Score -291109.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -291170.781250 Penalty: 3864.390381
	Iteration 5Q: 3 clusters Score -291170.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -291211.062500 Penalty: 3864.390381
	Iteration 6Q: 3 clusters Score -291211.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -291236.406250 Penalty: 3864.390381
	Iteration 7Q: 3 clusters Score -291236.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -291254.406250 Penalty: 3864.390381
	Iteration 8Q: 3 clusters Score -291254.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -291269.031250 Penalty: 3864.390381
	Iteration 9Q: 3 clusters Score -291269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -291272.843750 Penalty: 3864.390381
	Iteration 10Q: 3 clusters Score -291272.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -291276.218750 Penalty: 3864.390381
	Iteration 11Q: 3 clusters Score -291276.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -291279.718750 Penalty: 3864.390381
	Iteration 12Q: 3 clusters Score -291279.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -291284.625000 Penalty: 3864.390381
	Iteration 13Q: 3 clusters Score -291284.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -291287.906250 Penalty: 3864.390381
	Iteration 14Q: 3 clusters Score -291287.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -291290.562500 Penalty: 3864.390381
	Iteration 15Q: 3 clusters Score -291290.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -291292.593750 Penalty: 3864.390381
	Iteration 16Q: 3 clusters Score -291292.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -291294.937500 Penalty: 3864.390381
	Iteration 17Q: 3 clusters Score -291294.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -291296.625000 Penalty: 3864.390381
	Iteration 18Q: 3 clusters Score -291296.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -291297.093750 Penalty: 3864.390381
	Iteration 19Q: 3 clusters Score -291297.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -291297.406250 Penalty: 3864.390381
	Iteration 20F: 3 clusters Score -291297.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -291297.468750 Penalty: 3864.390381
	Iteration 21Q: 3 clusters Score -291297.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -291298.312500 Penalty: 3864.390381
	Iteration 22Q: 3 clusters Score -291298.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -291299.000000 Penalty: 3864.390381
	Iteration 23Q: 3 clusters Score -291299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -291299.187500 Penalty: 3864.390381
	Iteration 24Q: 3 clusters Score -291299.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -291301.312500 Penalty: 3864.390381
	Iteration 25Q: 3 clusters Score -291301.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -291302.906250 Penalty: 3864.390381
	Iteration 26Q: 3 clusters Score -291302.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -291306.593750 Penalty: 3864.390381
	Iteration 27Q: 3 clusters Score -291306.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -291307.250000 Penalty: 3864.390381
	Iteration 28Q: 3 clusters Score -291307.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -291307.375000 Penalty: 3864.390381
	Iteration 29Q: 3 clusters Score -291307.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -291307.375000 Penalty: 3864.390381
	Iteration 30F: 3 clusters Score -291307.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Entering Unmasked Estep 
Score: -1763462.250000 Penalty: 2370.445068
	Iteration 0F: 2 clusters Score -1763462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1753110.375000 Penalty: 4740.890137
	Iteration 0F: 3 clusters Score -1753110 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1756420.000000 Penalty: 4740.890137
	Iteration 1F: 3 clusters Score -1756420 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1756913.125000 Penalty: 4740.890137
	Iteration 2F: 3 clusters Score -1756913 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1757395.500000 Penalty: 4740.890137
	Iteration 3F: 3 clusters Score -1757396 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1757890.250000 Penalty: 4740.890137
	Iteration 4F: 3 clusters Score -1757890 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1758425.375000 Penalty: 4740.890137
	Iteration 5F: 3 clusters Score -1758425 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1758993.125000 Penalty: 4740.890137
	Iteration 6F: 3 clusters Score -1758993 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1759551.125000 Penalty: 4740.890137
	Iteration 7F: 3 clusters Score -1759551 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1760061.375000 Penalty: 4740.890137
	Iteration 8Q: 3 clusters Score -1760061 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1760514.875000 Penalty: 4740.890137
	Iteration 9Q: 3 clusters Score -1760515 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1760822.250000 Penalty: 4740.890137
	Iteration 10Q: 3 clusters Score -1760822 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1761033.375000 Penalty: 4740.890137
	Iteration 11Q: 3 clusters Score -1761033 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1761158.750000 Penalty: 4740.890137
	Iteration 12Q: 3 clusters Score -1761159 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1761234.500000 Penalty: 4740.890137
	Iteration 13Q: 3 clusters Score -1761234 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1761275.125000 Penalty: 4740.890137
	Iteration 14Q: 3 clusters Score -1761275 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1761298.625000 Penalty: 4740.890137
	Iteration 15Q: 3 clusters Score -1761299 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1761324.000000 Penalty: 4740.890137
	Iteration 16Q: 3 clusters Score -1761324 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1761346.375000 Penalty: 4740.890137
	Iteration 17Q: 3 clusters Score -1761346 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1761367.875000 Penalty: 4740.890137
	Iteration 18Q: 3 clusters Score -1761368 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1761372.250000 Penalty: 4740.890137
	Iteration 19Q: 3 clusters Score -1761372 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1761386.750000 Penalty: 4740.890137
	Iteration 20F: 3 clusters Score -1761387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1761391.375000 Penalty: 4740.890137
	Iteration 21Q: 3 clusters Score -1761391 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1761396.375000 Penalty: 4740.890137
	Iteration 22Q: 3 clusters Score -1761396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1761408.375000 Penalty: 4740.890137
	Iteration 23Q: 3 clusters Score -1761408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1761411.125000 Penalty: 4740.890137
	Iteration 24Q: 3 clusters Score -1761411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1761412.250000 Penalty: 4740.890137
	Iteration 25Q: 3 clusters Score -1761412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1761413.875000 Penalty: 4740.890137
	Iteration 26Q: 3 clusters Score -1761414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1761416.500000 Penalty: 4740.890137
	Iteration 27Q: 3 clusters Score -1761416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1761416.375000 Penalty: 4740.890137
	Iteration 28Q: 3 clusters Score -1761416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1761421.000000 Penalty: 4740.890137
	Iteration 29Q: 3 clusters Score -1761421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1761420.125000 Penalty: 4740.890137
	Iteration 30Q: 3 clusters Score -1761420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1761421.125000 Penalty: 4740.890137
	Iteration 31Q: 3 clusters Score -1761421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1761419.750000 Penalty: 4740.890137
	Iteration 32Q: 3 clusters Score -1761420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1761425.750000 Penalty: 4740.890137
	Iteration 33Q: 3 clusters Score -1761426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1761427.500000 Penalty: 4740.890137
	Iteration 34Q: 3 clusters Score -1761428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1761430.875000 Penalty: 4740.890137
	Iteration 35Q: 3 clusters Score -1761431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1761434.875000 Penalty: 4740.890137
	Iteration 36Q: 3 clusters Score -1761435 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1761440.375000 Penalty: 4740.890137
	Iteration 37Q: 3 clusters Score -1761440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1761444.750000 Penalty: 4740.890137
	Iteration 38Q: 3 clusters Score -1761445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1761451.250000 Penalty: 4740.890137
	Iteration 39Q: 3 clusters Score -1761451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1761453.125000 Penalty: 4740.890137
	Iteration 40F: 3 clusters Score -1761453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1761453.500000 Penalty: 4740.890137
	Iteration 41Q: 3 clusters Score -1761454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1761457.250000 Penalty: 4740.890137
	Iteration 42Q: 3 clusters Score -1761457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1761458.125000 Penalty: 4740.890137
	Iteration 43Q: 3 clusters Score -1761458 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1761457.875000 Penalty: 4740.890137
	Iteration 44Q: 3 clusters Score -1761458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1761459.000000 Penalty: 4740.890137
	Iteration 45Q: 3 clusters Score -1761459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1761459.250000 Penalty: 4740.890137
	Iteration 46Q: 3 clusters Score -1761459 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1761460.500000 Penalty: 4740.890137
	Iteration 47Q: 3 clusters Score -1761460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1761462.125000 Penalty: 4740.890137
	Iteration 48Q: 3 clusters Score -1761462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1761463.125000 Penalty: 4740.890137
	Iteration 49Q: 3 clusters Score -1761463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1761463.500000 Penalty: 4740.890137
	Iteration 50Q: 3 clusters Score -1761464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1761466.500000 Penalty: 4740.890137
	Iteration 51Q: 3 clusters Score -1761466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1761468.125000 Penalty: 4740.890137
	Iteration 52Q: 3 clusters Score -1761468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1761469.625000 Penalty: 4740.890137
	Iteration 53Q: 3 clusters Score -1761470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1761470.750000 Penalty: 4740.890137
	Iteration 54Q: 3 clusters Score -1761471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1761469.250000 Penalty: 4740.890137
	Iteration 55Q: 3 clusters Score -1761469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1761468.500000 Penalty: 4740.890137
	Iteration 56Q: 3 clusters Score -1761468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1761468.500000 Penalty: 4740.890137
	Iteration 57F: 3 clusters Score -1761468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Entering Unmasked Estep 
Score: -262789.250000 Penalty: 1907.304199
	Iteration 0F: 2 clusters Score -262789.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -260054.734375 Penalty: 3814.608398
	Iteration 0F: 3 clusters Score -260054.7 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -260551.734375 Penalty: 3814.608398
	Iteration 1F: 3 clusters Score -260551.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -260681.765625 Penalty: 3814.608398
	Iteration 2F: 3 clusters Score -260681.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -260748.671875 Penalty: 3814.608398
	Iteration 3Q: 3 clusters Score -260748.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -260781.609375 Penalty: 3814.608398
	Iteration 4Q: 3 clusters Score -260781.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -260810.437500 Penalty: 3814.608398
	Iteration 5Q: 3 clusters Score -260810.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -260834.859375 Penalty: 3814.608398
	Iteration 6Q: 3 clusters Score -260834.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -260853.078125 Penalty: 3814.608398
	Iteration 7Q: 3 clusters Score -260853.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -260873.562500 Penalty: 3814.608398
	Iteration 8Q: 3 clusters Score -260873.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -260890.203125 Penalty: 3814.608398
	Iteration 9Q: 3 clusters Score -260890.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -260904.937500 Penalty: 3814.608398
	Iteration 10Q: 3 clusters Score -260904.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -260913.875000 Penalty: 3814.608398
	Iteration 11Q: 3 clusters Score -260913.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -260920.046875 Penalty: 3814.608398
	Iteration 12Q: 3 clusters Score -260920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -260927.171875 Penalty: 3814.608398
	Iteration 13Q: 3 clusters Score -260927.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -260933.515625 Penalty: 3814.608398
	Iteration 14Q: 3 clusters Score -260933.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -260936.671875 Penalty: 3814.608398
	Iteration 15Q: 3 clusters Score -260936.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -260939.015625 Penalty: 3814.608398
	Iteration 16Q: 3 clusters Score -260939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -260939.703125 Penalty: 3814.608398
	Iteration 17Q: 3 clusters Score -260939.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -260940.203125 Penalty: 3814.608398
	Iteration 18Q: 3 clusters Score -260940.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -260940.203125 Penalty: 3814.608398
	Iteration 19F: 3 clusters Score -260940.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Entering Unmasked Estep 
Score: -243531.625000 Penalty: 1910.681519
	Iteration 0F: 2 clusters Score -243531.6 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 1144 members 
Entering Unmasked Estep 
Score: -240852.171875 Penalty: 3821.363037
	Iteration 0F: 3 clusters Score -240852.2 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -241546.046875 Penalty: 3821.363037
	Iteration 1F: 3 clusters Score -241546 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -241798.875000 Penalty: 3821.363037
	Iteration 2F: 3 clusters Score -241798.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -241934.765625 Penalty: 3821.363037
	Iteration 3F: 3 clusters Score -241934.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -242030.515625 Penalty: 3821.363037
	Iteration 4Q: 3 clusters Score -242030.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -242124.109375 Penalty: 3821.363037
	Iteration 5Q: 3 clusters Score -242124.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -242209.203125 Penalty: 3821.363037
	Iteration 6Q: 3 clusters Score -242209.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -242303.093750 Penalty: 3821.363037
	Iteration 7Q: 3 clusters Score -242303.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -242385.046875 Penalty: 3821.363037
	Iteration 8Q: 3 clusters Score -242385 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -242454.359375 Penalty: 3821.363037
	Iteration 9Q: 3 clusters Score -242454.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -242520.250000 Penalty: 3821.363037
	Iteration 10Q: 3 clusters Score -242520.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -242593.140625 Penalty: 3821.363037
	Iteration 11Q: 3 clusters Score -242593.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -242663.375000 Penalty: 3821.363037
	Iteration 12Q: 3 clusters Score -242663.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -242711.046875 Penalty: 3821.363037
	Iteration 13Q: 3 clusters Score -242711 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -242776.359375 Penalty: 3821.363037
	Iteration 14Q: 3 clusters Score -242776.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -242843.281250 Penalty: 3821.363037
	Iteration 15Q: 3 clusters Score -242843.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -242945.843750 Penalty: 3821.363037
	Iteration 16Q: 3 clusters Score -242945.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -243040.812500 Penalty: 3821.363037
	Iteration 17Q: 3 clusters Score -243040.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -243102.265625 Penalty: 3821.363037
	Iteration 18Q: 3 clusters Score -243102.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -243176.875000 Penalty: 3821.363037
	Iteration 19Q: 3 clusters Score -243176.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -243311.953125 Penalty: 3821.363037
	Iteration 20F: 3 clusters Score -243312 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -243423.921875 Penalty: 3821.363037
	Iteration 21Q: 3 clusters Score -243423.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -243456.406250 Penalty: 3821.363037
	Iteration 22Q: 3 clusters Score -243456.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -243469.078125 Penalty: 3821.363037
	Iteration 23Q: 3 clusters Score -243469.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -243478.156250 Penalty: 3821.363037
	Iteration 24Q: 3 clusters Score -243478.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -243480.500000 Penalty: 3821.363037
	Iteration 25Q: 3 clusters Score -243480.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -243480.500000 Penalty: 3821.363037
	Iteration 26F: 3 clusters Score -243480.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (54851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54851 members 
Entering Unmasked Estep 
Score: -6920675.500000 Penalty: 2706.269043
	Iteration 0F: 2 clusters Score -6920676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 27205 members 
Entering Unmasked Estep 
Score: -6883731.500000 Penalty: 5412.538086
	Iteration 0F: 3 clusters Score -6883732 nChanged 25466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -6898274.000000 Penalty: 5412.538086
	Iteration 1F: 3 clusters Score -6898274 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -6898960.500000 Penalty: 5412.538086
	Iteration 2Q: 3 clusters Score -6898960 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31509 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -6899776.500000 Penalty: 5412.538086
	Iteration 3Q: 3 clusters Score -6899776 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33283 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -6900853.000000 Penalty: 5412.538086
	Iteration 4Q: 3 clusters Score -6900853 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35668 members 
Mstep: Class 2 contains 19183 members 
Entering Unmasked Estep 
Score: -6902283.000000 Penalty: 5412.538086
	Iteration 5Q: 3 clusters Score -6902283 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38782 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -6904489.500000 Penalty: 5412.538086
	Iteration 6F: 3 clusters Score -6904490 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42647 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -6907605.500000 Penalty: 5412.538086
	Iteration 7F: 3 clusters Score -6907606 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46718 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -6911079.500000 Penalty: 5412.538086
	Iteration 8F: 3 clusters Score -6911080 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50263 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -6914239.500000 Penalty: 5412.538086
	Iteration 9F: 3 clusters Score -6914240 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52673 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -6916428.000000 Penalty: 5412.538086
	Iteration 10Q: 3 clusters Score -6916428 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53821 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -6917449.000000 Penalty: 5412.538086
	Iteration 11Q: 3 clusters Score -6917449 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54267 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -6917908.000000 Penalty: 5412.538086
	Iteration 12Q: 3 clusters Score -6917908 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54406 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -6918076.500000 Penalty: 5412.538086
	Iteration 13Q: 3 clusters Score -6918076 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54462 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -6918148.000000 Penalty: 5412.538086
	Iteration 14Q: 3 clusters Score -6918148 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54502 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -6918216.000000 Penalty: 5412.538086
	Iteration 15Q: 3 clusters Score -6918216 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54525 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -6918236.000000 Penalty: 5412.538086
	Iteration 16Q: 3 clusters Score -6918236 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54537 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -6918264.000000 Penalty: 5412.538086
	Iteration 17Q: 3 clusters Score -6918264 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54547 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -6918284.500000 Penalty: 5412.538086
	Iteration 18Q: 3 clusters Score -6918284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54554 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -6918290.500000 Penalty: 5412.538086
	Iteration 19Q: 3 clusters Score -6918290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54566 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6918315.000000 Penalty: 5412.538086
	Iteration 20F: 3 clusters Score -6918315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54571 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -6918325.000000 Penalty: 5412.538086
	Iteration 21Q: 3 clusters Score -6918325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54575 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -6918322.000000 Penalty: 5412.538086
	Iteration 22Q: 3 clusters Score -6918322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54577 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -6918330.500000 Penalty: 5412.538086
	Iteration 23Q: 3 clusters Score -6918330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54576 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -6918328.000000 Penalty: 5412.538086
	Iteration 24Q: 3 clusters Score -6918328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54576 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -6918334.500000 Penalty: 5412.538086
	Iteration 25Q: 3 clusters Score -6918334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54577 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -6918336.500000 Penalty: 5412.538086
	Iteration 26Q: 3 clusters Score -6918336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54581 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -6918348.500000 Penalty: 5412.538086
	Iteration 27Q: 3 clusters Score -6918348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54582 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -6918350.500000 Penalty: 5412.538086
	Iteration 28Q: 3 clusters Score -6918350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54583 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -6918351.500000 Penalty: 5412.538086
	Iteration 29Q: 3 clusters Score -6918352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54583 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -6918351.500000 Penalty: 5412.538086
	Iteration 30F: 3 clusters Score -6918352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 13772 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5111 members 
Mstep: Class 5 contains 57468 members 
Mstep: Class 6 contains 311091 members 
Mstep: Class 7 contains 5026 members 
Mstep: Class 8 contains 17856 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6663 members 
Mstep: Class 11 contains 21752 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172788 members 
Mstep: Class 15 contains 61660 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43859 members 
Mstep: Class 18 contains 5195 members 
Mstep: Class 19 contains 33773 members 
Mstep: Class 20 contains 2419 members 
Mstep: Class 21 contains 14161 members 
Mstep: Class 22 contains 2188 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769128.000000 Penalty: 81314.312500
Iteration 119Q: 25 clusters Score -1.047691e+08 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 13811 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5115 members 
Mstep: Class 5 contains 57467 members 
Mstep: Class 6 contains 311086 members 
Mstep: Class 7 contains 5029 members 
Mstep: Class 8 contains 17848 members 
Mstep: Class 9 contains 3222 members 
Mstep: Class 10 contains 6663 members 
Mstep: Class 11 contains 21754 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172768 members 
Mstep: Class 15 contains 61653 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43857 members 
Mstep: Class 18 contains 5195 members 
Mstep: Class 19 contains 33755 members 
Mstep: Class 20 contains 2418 members 
Mstep: Class 21 contains 14165 members 
Mstep: Class 22 contains 2188 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769200.000000 Penalty: 81314.312500
Iteration 120F: 25 clusters Score -1.047692e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 13848 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5116 members 
Mstep: Class 5 contains 57471 members 
Mstep: Class 6 contains 311101 members 
Mstep: Class 7 contains 5032 members 
Mstep: Class 8 contains 17847 members 
Mstep: Class 9 contains 3222 members 
Mstep: Class 10 contains 6663 members 
Mstep: Class 11 contains 21755 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172730 members 
Mstep: Class 15 contains 61644 members 
Mstep: Class 16 contains 2312 members 
Mstep: Class 17 contains 43857 members 
Mstep: Class 18 contains 5196 members 
Mstep: Class 19 contains 33734 members 
Mstep: Class 20 contains 2418 members 
Mstep: Class 21 contains 14169 members 
Mstep: Class 22 contains 2188 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769184.000000 Penalty: 81314.312500
Iteration 121Q: 25 clusters Score -1.047692e+08 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 13884 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5117 members 
Mstep: Class 5 contains 57475 members 
Mstep: Class 6 contains 311091 members 
Mstep: Class 7 contains 5031 members 
Mstep: Class 8 contains 17846 members 
Mstep: Class 9 contains 3222 members 
Mstep: Class 10 contains 6664 members 
Mstep: Class 11 contains 21754 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172717 members 
Mstep: Class 15 contains 61636 members 
Mstep: Class 16 contains 2311 members 
Mstep: Class 17 contains 43855 members 
Mstep: Class 18 contains 5197 members 
Mstep: Class 19 contains 33720 members 
Mstep: Class 20 contains 2418 members 
Mstep: Class 21 contains 14171 members 
Mstep: Class 22 contains 2188 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769072.000000 Penalty: 81314.312500
Iteration 122Q: 25 clusters Score -1.047691e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 13921 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5117 members 
Mstep: Class 5 contains 57471 members 
Mstep: Class 6 contains 311101 members 
Mstep: Class 7 contains 5033 members 
Mstep: Class 8 contains 17845 members 
Mstep: Class 9 contains 3222 members 
Mstep: Class 10 contains 6664 members 
Mstep: Class 11 contains 21757 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172698 members 
Mstep: Class 15 contains 61634 members 
Mstep: Class 16 contains 2310 members 
Mstep: Class 17 contains 43853 members 
Mstep: Class 18 contains 5198 members 
Mstep: Class 19 contains 33706 members 
Mstep: Class 20 contains 2418 members 
Mstep: Class 21 contains 14171 members 
Mstep: Class 22 contains 2188 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769096.000000 Penalty: 81314.312500
Iteration 123Q: 25 clusters Score -1.047691e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 13951 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5117 members 
Mstep: Class 5 contains 57477 members 
Mstep: Class 6 contains 311078 members 
Mstep: Class 7 contains 5037 members 
Mstep: Class 8 contains 17843 members 
Mstep: Class 9 contains 3224 members 
Mstep: Class 10 contains 6664 members 
Mstep: Class 11 contains 21760 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172692 members 
Mstep: Class 15 contains 61633 members 
Mstep: Class 16 contains 2310 members 
Mstep: Class 17 contains 43854 members 
Mstep: Class 18 contains 5199 members 
Mstep: Class 19 contains 33690 members 
Mstep: Class 20 contains 2418 members 
Mstep: Class 21 contains 14175 members 
Mstep: Class 22 contains 2188 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769176.000000 Penalty: 81314.312500
Iteration 124Q: 25 clusters Score -1.047692e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 13976 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5117 members 
Mstep: Class 5 contains 57482 members 
Mstep: Class 6 contains 311051 members 
Mstep: Class 7 contains 5038 members 
Mstep: Class 8 contains 17832 members 
Mstep: Class 9 contains 3223 members 
Mstep: Class 10 contains 6663 members 
Mstep: Class 11 contains 21762 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172700 members 
Mstep: Class 15 contains 61632 members 
Mstep: Class 16 contains 2310 members 
Mstep: Class 17 contains 43859 members 
Mstep: Class 18 contains 5198 members 
Mstep: Class 19 contains 33683 members 
Mstep: Class 20 contains 2418 members 
Mstep: Class 21 contains 14176 members 
Mstep: Class 22 contains 2189 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769248.000000 Penalty: 81314.312500
Iteration 125Q: 25 clusters Score -1.047692e+08 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 13994 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5117 members 
Mstep: Class 5 contains 57487 members 
Mstep: Class 6 contains 311049 members 
Mstep: Class 7 contains 5041 members 
Mstep: Class 8 contains 17825 members 
Mstep: Class 9 contains 3225 members 
Mstep: Class 10 contains 6663 members 
Mstep: Class 11 contains 21762 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172694 members 
Mstep: Class 15 contains 61635 members 
Mstep: Class 16 contains 2309 members 
Mstep: Class 17 contains 43855 members 
Mstep: Class 18 contains 5198 members 
Mstep: Class 19 contains 33670 members 
Mstep: Class 20 contains 2418 members 
Mstep: Class 21 contains 14179 members 
Mstep: Class 22 contains 2189 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769128.000000 Penalty: 81314.312500
Iteration 126Q: 25 clusters Score -1.047691e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 14010 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5117 members 
Mstep: Class 5 contains 57490 members 
Mstep: Class 6 contains 311056 members 
Mstep: Class 7 contains 5040 members 
Mstep: Class 8 contains 17821 members 
Mstep: Class 9 contains 3226 members 
Mstep: Class 10 contains 6664 members 
Mstep: Class 11 contains 21762 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172690 members 
Mstep: Class 15 contains 61634 members 
Mstep: Class 16 contains 2309 members 
Mstep: Class 17 contains 43851 members 
Mstep: Class 18 contains 5199 members 
Mstep: Class 19 contains 33654 members 
Mstep: Class 20 contains 2419 members 
Mstep: Class 21 contains 14182 members 
Mstep: Class 22 contains 2189 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769176.000000 Penalty: 81314.312500
Iteration 127Q: 25 clusters Score -1.047692e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 14018 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5117 members 
Mstep: Class 5 contains 57500 members 
Mstep: Class 6 contains 311045 members 
Mstep: Class 7 contains 5040 members 
Mstep: Class 8 contains 17816 members 
Mstep: Class 9 contains 3226 members 
Mstep: Class 10 contains 6664 members 
Mstep: Class 11 contains 21762 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172693 members 
Mstep: Class 15 contains 61633 members 
Mstep: Class 16 contains 2309 members 
Mstep: Class 17 contains 43851 members 
Mstep: Class 18 contains 5199 members 
Mstep: Class 19 contains 33643 members 
Mstep: Class 20 contains 2419 members 
Mstep: Class 21 contains 14180 members 
Mstep: Class 22 contains 2189 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769208.000000 Penalty: 81314.312500
Iteration 128Q: 25 clusters Score -1.047692e+08 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 14035 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5117 members 
Mstep: Class 5 contains 57501 members 
Mstep: Class 6 contains 311038 members 
Mstep: Class 7 contains 5040 members 
Mstep: Class 8 contains 17811 members 
Mstep: Class 9 contains 3226 members 
Mstep: Class 10 contains 6664 members 
Mstep: Class 11 contains 21763 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172696 members 
Mstep: Class 15 contains 61631 members 
Mstep: Class 16 contains 2309 members 
Mstep: Class 17 contains 43857 members 
Mstep: Class 18 contains 5199 members 
Mstep: Class 19 contains 33630 members 
Mstep: Class 20 contains 2419 members 
Mstep: Class 21 contains 14177 members 
Mstep: Class 22 contains 2189 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769192.000000 Penalty: 81314.312500
Iteration 129Q: 25 clusters Score -1.047692e+08 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 14052 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5117 members 
Mstep: Class 5 contains 57505 members 
Mstep: Class 6 contains 311033 members 
Mstep: Class 7 contains 5041 members 
Mstep: Class 8 contains 17804 members 
Mstep: Class 9 contains 3226 members 
Mstep: Class 10 contains 6664 members 
Mstep: Class 11 contains 21764 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172673 members 
Mstep: Class 15 contains 61634 members 
Mstep: Class 16 contains 2311 members 
Mstep: Class 17 contains 43861 members 
Mstep: Class 18 contains 5199 members 
Mstep: Class 19 contains 33618 members 
Mstep: Class 20 contains 2420 members 
Mstep: Class 21 contains 14179 members 
Mstep: Class 22 contains 2189 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769184.000000 Penalty: 81314.312500
Iteration 130Q: 25 clusters Score -1.047692e+08 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 14071 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5117 members 
Mstep: Class 5 contains 57506 members 
Mstep: Class 6 contains 311033 members 
Mstep: Class 7 contains 5038 members 
Mstep: Class 8 contains 17799 members 
Mstep: Class 9 contains 3226 members 
Mstep: Class 10 contains 6664 members 
Mstep: Class 11 contains 21764 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172665 members 
Mstep: Class 15 contains 61633 members 
Mstep: Class 16 contains 2310 members 
Mstep: Class 17 contains 43858 members 
Mstep: Class 18 contains 5199 members 
Mstep: Class 19 contains 33609 members 
Mstep: Class 20 contains 2419 members 
Mstep: Class 21 contains 14180 members 
Mstep: Class 22 contains 2189 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769248.000000 Penalty: 81314.312500
Iteration 131Q: 25 clusters Score -1.047692e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5117 members 
Mstep: Class 5 contains 57507 members 
Mstep: Class 6 contains 311027 members 
Mstep: Class 7 contains 5037 members 
Mstep: Class 8 contains 17795 members 
Mstep: Class 9 contains 3227 members 
Mstep: Class 10 contains 6664 members 
Mstep: Class 11 contains 21766 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172659 members 
Mstep: Class 15 contains 61629 members 
Mstep: Class 16 contains 2310 members 
Mstep: Class 17 contains 43858 members 
Mstep: Class 18 contains 5199 members 
Mstep: Class 19 contains 33597 members 
Mstep: Class 20 contains 2419 members 
Mstep: Class 21 contains 14181 members 
Mstep: Class 22 contains 2189 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769176.000000 Penalty: 81314.312500
Iteration 132Q: 25 clusters Score -1.047692e+08 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 14112 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5117 members 
Mstep: Class 5 contains 57509 members 
Mstep: Class 6 contains 311035 members 
Mstep: Class 7 contains 5035 members 
Mstep: Class 8 contains 17798 members 
Mstep: Class 9 contains 3226 members 
Mstep: Class 10 contains 6664 members 
Mstep: Class 11 contains 21767 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172650 members 
Mstep: Class 15 contains 61622 members 
Mstep: Class 16 contains 2310 members 
Mstep: Class 17 contains 43858 members 
Mstep: Class 18 contains 5199 members 
Mstep: Class 19 contains 33584 members 
Mstep: Class 20 contains 2419 members 
Mstep: Class 21 contains 14181 members 
Mstep: Class 22 contains 2189 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769136.000000 Penalty: 81314.312500
Iteration 133Q: 25 clusters Score -1.047691e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 14131 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5117 members 
Mstep: Class 5 contains 57515 members 
Mstep: Class 6 contains 311038 members 
Mstep: Class 7 contains 5035 members 
Mstep: Class 8 contains 17798 members 
Mstep: Class 9 contains 3224 members 
Mstep: Class 10 contains 6664 members 
Mstep: Class 11 contains 21766 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172634 members 
Mstep: Class 15 contains 61619 members 
Mstep: Class 16 contains 2310 members 
Mstep: Class 17 contains 43860 members 
Mstep: Class 18 contains 5199 members 
Mstep: Class 19 contains 33573 members 
Mstep: Class 20 contains 2418 members 
Mstep: Class 21 contains 14181 members 
Mstep: Class 22 contains 2189 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769136.000000 Penalty: 81314.312500
Iteration 134Q: 25 clusters Score -1.047691e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 14140 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5117 members 
Mstep: Class 5 contains 57519 members 
Mstep: Class 6 contains 311043 members 
Mstep: Class 7 contains 5036 members 
Mstep: Class 8 contains 17796 members 
Mstep: Class 9 contains 3222 members 
Mstep: Class 10 contains 6664 members 
Mstep: Class 11 contains 21765 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172642 members 
Mstep: Class 15 contains 61610 members 
Mstep: Class 16 contains 2310 members 
Mstep: Class 17 contains 43862 members 
Mstep: Class 18 contains 5199 members 
Mstep: Class 19 contains 33559 members 
Mstep: Class 20 contains 2418 members 
Mstep: Class 21 contains 14179 members 
Mstep: Class 22 contains 2189 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769064.000000 Penalty: 81314.312500
Iteration 135Q: 25 clusters Score -1.047691e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 14159 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5117 members 
Mstep: Class 5 contains 57522 members 
Mstep: Class 6 contains 311032 members 
Mstep: Class 7 contains 5037 members 
Mstep: Class 8 contains 17790 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6664 members 
Mstep: Class 11 contains 21765 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172647 members 
Mstep: Class 15 contains 61606 members 
Mstep: Class 16 contains 2310 members 
Mstep: Class 17 contains 43865 members 
Mstep: Class 18 contains 5199 members 
Mstep: Class 19 contains 33548 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 14177 members 
Mstep: Class 22 contains 2189 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769112.000000 Penalty: 81314.312500
Iteration 136Q: 25 clusters Score -1.047691e+08 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 14172 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5117 members 
Mstep: Class 5 contains 57529 members 
Mstep: Class 6 contains 311025 members 
Mstep: Class 7 contains 5038 members 
Mstep: Class 8 contains 17785 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6664 members 
Mstep: Class 11 contains 21765 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172648 members 
Mstep: Class 15 contains 61602 members 
Mstep: Class 16 contains 2310 members 
Mstep: Class 17 contains 43865 members 
Mstep: Class 18 contains 5199 members 
Mstep: Class 19 contains 33545 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 14177 members 
Mstep: Class 22 contains 2189 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769176.000000 Penalty: 81314.312500
Iteration 137Q: 25 clusters Score -1.047692e+08 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 14183 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5117 members 
Mstep: Class 5 contains 57534 members 
Mstep: Class 6 contains 311023 members 
Mstep: Class 7 contains 5040 members 
Mstep: Class 8 contains 17780 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6664 members 
Mstep: Class 11 contains 21766 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172646 members 
Mstep: Class 15 contains 61600 members 
Mstep: Class 16 contains 2310 members 
Mstep: Class 17 contains 43865 members 
Mstep: Class 18 contains 5199 members 
Mstep: Class 19 contains 33542 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 14177 members 
Mstep: Class 22 contains 2190 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769144.000000 Penalty: 81314.312500
Iteration 138Q: 25 clusters Score -1.047691e+08 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 14193 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5117 members 
Mstep: Class 5 contains 57535 members 
Mstep: Class 6 contains 311032 members 
Mstep: Class 7 contains 5041 members 
Mstep: Class 8 contains 17773 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6664 members 
Mstep: Class 11 contains 21766 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172634 members 
Mstep: Class 15 contains 61596 members 
Mstep: Class 16 contains 2310 members 
Mstep: Class 17 contains 43867 members 
Mstep: Class 18 contains 5199 members 
Mstep: Class 19 contains 33537 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 14179 members 
Mstep: Class 22 contains 2191 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769200.000000 Penalty: 81314.312500
Iteration 139Q: 25 clusters Score -1.047692e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 14204 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5117 members 
Mstep: Class 5 contains 57539 members 
Mstep: Class 6 contains 311024 members 
Mstep: Class 7 contains 5040 members 
Mstep: Class 8 contains 17770 members 
Mstep: Class 9 contains 3222 members 
Mstep: Class 10 contains 6664 members 
Mstep: Class 11 contains 21766 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172634 members 
Mstep: Class 15 contains 61593 members 
Mstep: Class 16 contains 2310 members 
Mstep: Class 17 contains 43869 members 
Mstep: Class 18 contains 5199 members 
Mstep: Class 19 contains 33533 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 14181 members 
Mstep: Class 22 contains 2190 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769264.000000 Penalty: 81314.312500
Iteration 140F: 25 clusters Score -1.047693e+08 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 14210 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5119 members 
Mstep: Class 5 contains 57542 members 
Mstep: Class 6 contains 311022 members 
Mstep: Class 7 contains 5038 members 
Mstep: Class 8 contains 17766 members 
Mstep: Class 9 contains 3222 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 21763 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172639 members 
Mstep: Class 15 contains 61589 members 
Mstep: Class 16 contains 2310 members 
Mstep: Class 17 contains 43873 members 
Mstep: Class 18 contains 5199 members 
Mstep: Class 19 contains 33530 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 14181 members 
Mstep: Class 22 contains 2187 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769264.000000 Penalty: 81314.312500
Iteration 141Q: 25 clusters Score -1.047693e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 14218 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5119 members 
Mstep: Class 5 contains 57541 members 
Mstep: Class 6 contains 311018 members 
Mstep: Class 7 contains 5039 members 
Mstep: Class 8 contains 17763 members 
Mstep: Class 9 contains 3222 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 21762 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172642 members 
Mstep: Class 15 contains 61589 members 
Mstep: Class 16 contains 2310 members 
Mstep: Class 17 contains 43874 members 
Mstep: Class 18 contains 5199 members 
Mstep: Class 19 contains 33527 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 14181 members 
Mstep: Class 22 contains 2185 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769232.000000 Penalty: 81314.312500
Iteration 142Q: 25 clusters Score -1.047692e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 14219 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5119 members 
Mstep: Class 5 contains 57538 members 
Mstep: Class 6 contains 311031 members 
Mstep: Class 7 contains 5039 members 
Mstep: Class 8 contains 17754 members 
Mstep: Class 9 contains 3222 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 21762 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172644 members 
Mstep: Class 15 contains 61587 members 
Mstep: Class 16 contains 2310 members 
Mstep: Class 17 contains 43875 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33520 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 14181 members 
Mstep: Class 22 contains 2184 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769288.000000 Penalty: 81314.312500
Iteration 143Q: 25 clusters Score -1.047693e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 14222 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5119 members 
Mstep: Class 5 contains 57536 members 
Mstep: Class 6 contains 311036 members 
Mstep: Class 7 contains 5039 members 
Mstep: Class 8 contains 17746 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 21762 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172657 members 
Mstep: Class 15 contains 61582 members 
Mstep: Class 16 contains 2310 members 
Mstep: Class 17 contains 43875 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33509 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 14180 members 
Mstep: Class 22 contains 2184 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769336.000000 Penalty: 81314.312500
Iteration 144Q: 25 clusters Score -1.047693e+08 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 14234 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5119 members 
Mstep: Class 5 contains 57535 members 
Mstep: Class 6 contains 311048 members 
Mstep: Class 7 contains 5039 members 
Mstep: Class 8 contains 17738 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 21761 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172650 members 
Mstep: Class 15 contains 61574 members 
Mstep: Class 16 contains 2310 members 
Mstep: Class 17 contains 43879 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33505 members 
Mstep: Class 20 contains 2416 members 
Mstep: Class 21 contains 14179 members 
Mstep: Class 22 contains 2184 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769376.000000 Penalty: 81314.312500
Iteration 145Q: 25 clusters Score -1.047694e+08 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 14243 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5119 members 
Mstep: Class 5 contains 57536 members 
Mstep: Class 6 contains 311057 members 
Mstep: Class 7 contains 5038 members 
Mstep: Class 8 contains 17729 members 
Mstep: Class 9 contains 3220 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 21760 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172649 members 
Mstep: Class 15 contains 61568 members 
Mstep: Class 16 contains 2310 members 
Mstep: Class 17 contains 43881 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33503 members 
Mstep: Class 20 contains 2416 members 
Mstep: Class 21 contains 14179 members 
Mstep: Class 22 contains 2184 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769448.000000 Penalty: 81314.312500
Iteration 146Q: 25 clusters Score -1.047694e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 14252 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5119 members 
Mstep: Class 5 contains 57538 members 
Mstep: Class 6 contains 311055 members 
Mstep: Class 7 contains 5037 members 
Mstep: Class 8 contains 17723 members 
Mstep: Class 9 contains 3219 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 21758 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172652 members 
Mstep: Class 15 contains 61564 members 
Mstep: Class 16 contains 2310 members 
Mstep: Class 17 contains 43884 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33497 members 
Mstep: Class 20 contains 2416 members 
Mstep: Class 21 contains 14180 members 
Mstep: Class 22 contains 2184 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769344.000000 Penalty: 81314.312500
Iteration 147Q: 25 clusters Score -1.047693e+08 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 14259 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5119 members 
Mstep: Class 5 contains 57540 members 
Mstep: Class 6 contains 311026 members 
Mstep: Class 7 contains 5036 members 
Mstep: Class 8 contains 17721 members 
Mstep: Class 9 contains 3219 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 21758 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172666 members 
Mstep: Class 15 contains 61563 members 
Mstep: Class 16 contains 2310 members 
Mstep: Class 17 contains 43886 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33496 members 
Mstep: Class 20 contains 2416 members 
Mstep: Class 21 contains 14182 members 
Mstep: Class 22 contains 2184 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769296.000000 Penalty: 81314.312500
Iteration 148Q: 25 clusters Score -1.047693e+08 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 14263 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5119 members 
Mstep: Class 5 contains 57540 members 
Mstep: Class 6 contains 311017 members 
Mstep: Class 7 contains 5037 members 
Mstep: Class 8 contains 17717 members 
Mstep: Class 9 contains 3219 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 21759 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172672 members 
Mstep: Class 15 contains 61562 members 
Mstep: Class 16 contains 2310 members 
Mstep: Class 17 contains 43889 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33495 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 14183 members 
Mstep: Class 22 contains 2184 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769208.000000 Penalty: 81314.312500
Iteration 149Q: 25 clusters Score -1.047692e+08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 14272 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5119 members 
Mstep: Class 5 contains 57540 members 
Mstep: Class 6 contains 311028 members 
Mstep: Class 7 contains 5038 members 
Mstep: Class 8 contains 17711 members 
Mstep: Class 9 contains 3219 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 21760 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172669 members 
Mstep: Class 15 contains 61556 members 
Mstep: Class 16 contains 2310 members 
Mstep: Class 17 contains 43891 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33488 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 14183 members 
Mstep: Class 22 contains 2184 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769296.000000 Penalty: 81314.312500
Iteration 150Q: 25 clusters Score -1.047693e+08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 14284 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5119 members 
Mstep: Class 5 contains 57540 members 
Mstep: Class 6 contains 311034 members 
Mstep: Class 7 contains 5038 members 
Mstep: Class 8 contains 17708 members 
Mstep: Class 9 contains 3220 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 21761 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172656 members 
Mstep: Class 15 contains 61557 members 
Mstep: Class 16 contains 2310 members 
Mstep: Class 17 contains 43893 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33482 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 14183 members 
Mstep: Class 22 contains 2184 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769272.000000 Penalty: 81314.312500
Iteration 151Q: 25 clusters Score -1.047693e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 14289 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5120 members 
Mstep: Class 5 contains 57538 members 
Mstep: Class 6 contains 311032 members 
Mstep: Class 7 contains 5038 members 
Mstep: Class 8 contains 17708 members 
Mstep: Class 9 contains 3220 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 21760 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172647 members 
Mstep: Class 15 contains 61559 members 
Mstep: Class 16 contains 2311 members 
Mstep: Class 17 contains 43894 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33480 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 14183 members 
Mstep: Class 22 contains 2184 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769232.000000 Penalty: 81314.312500
Iteration 152Q: 25 clusters Score -1.047692e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 14292 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5121 members 
Mstep: Class 5 contains 57537 members 
Mstep: Class 6 contains 311035 members 
Mstep: Class 7 contains 5038 members 
Mstep: Class 8 contains 17708 members 
Mstep: Class 9 contains 3220 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 21760 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172641 members 
Mstep: Class 15 contains 61559 members 
Mstep: Class 16 contains 2311 members 
Mstep: Class 17 contains 43895 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33477 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 14184 members 
Mstep: Class 22 contains 2184 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769160.000000 Penalty: 81314.312500
Iteration 153Q: 25 clusters Score -1.047692e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 14296 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57538 members 
Mstep: Class 6 contains 311026 members 
Mstep: Class 7 contains 5038 members 
Mstep: Class 8 contains 17709 members 
Mstep: Class 9 contains 3220 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 21761 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172634 members 
Mstep: Class 15 contains 61560 members 
Mstep: Class 16 contains 2311 members 
Mstep: Class 17 contains 43900 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33476 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 14185 members 
Mstep: Class 22 contains 2184 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769200.000000 Penalty: 81314.312500
Iteration 154Q: 25 clusters Score -1.047692e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 14300 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57537 members 
Mstep: Class 6 contains 311028 members 
Mstep: Class 7 contains 5038 members 
Mstep: Class 8 contains 17708 members 
Mstep: Class 9 contains 3220 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 21761 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172627 members 
Mstep: Class 15 contains 61561 members 
Mstep: Class 16 contains 2311 members 
Mstep: Class 17 contains 43901 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33477 members 
Mstep: Class 20 contains 2416 members 
Mstep: Class 21 contains 14186 members 
Mstep: Class 22 contains 2184 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769208.000000 Penalty: 81314.312500
Iteration 155Q: 25 clusters Score -1.047692e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 14305 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57536 members 
Mstep: Class 6 contains 311030 members 
Mstep: Class 7 contains 5038 members 
Mstep: Class 8 contains 17707 members 
Mstep: Class 9 contains 3220 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 21761 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172621 members 
Mstep: Class 15 contains 61562 members 
Mstep: Class 16 contains 2311 members 
Mstep: Class 17 contains 43903 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33477 members 
Mstep: Class 20 contains 2416 members 
Mstep: Class 21 contains 14186 members 
Mstep: Class 22 contains 2184 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769168.000000 Penalty: 81314.312500
Iteration 156Q: 25 clusters Score -1.047692e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 14308 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57535 members 
Mstep: Class 6 contains 311034 members 
Mstep: Class 7 contains 5038 members 
Mstep: Class 8 contains 17703 members 
Mstep: Class 9 contains 3220 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 21761 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172618 members 
Mstep: Class 15 contains 61561 members 
Mstep: Class 16 contains 2311 members 
Mstep: Class 17 contains 43903 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33478 members 
Mstep: Class 20 contains 2416 members 
Mstep: Class 21 contains 14186 members 
Mstep: Class 22 contains 2185 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769184.000000 Penalty: 81314.312500
Iteration 157Q: 25 clusters Score -1.047692e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 14312 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57533 members 
Mstep: Class 6 contains 311033 members 
Mstep: Class 7 contains 5038 members 
Mstep: Class 8 contains 17699 members 
Mstep: Class 9 contains 3220 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 21761 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172619 members 
Mstep: Class 15 contains 61562 members 
Mstep: Class 16 contains 2311 members 
Mstep: Class 17 contains 43903 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33477 members 
Mstep: Class 20 contains 2416 members 
Mstep: Class 21 contains 14185 members 
Mstep: Class 22 contains 2186 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769200.000000 Penalty: 81314.312500
Iteration 158Q: 25 clusters Score -1.047692e+08 nChanged 48
Entering ConstructFrom: 
Score: -104769200.000000 Penalty: 81314.312500
Entering ConstructFrom: 
Trying to split cluster 1 (17180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Entering Unmasked Estep 
Score: -2176271.250000 Penalty: 2418.372314
	Iteration 0F: 2 clusters Score -2176271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -2163994.500000 Penalty: 4836.744629
	Iteration 0F: 3 clusters Score -2163994 nChanged 7531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -2167921.500000 Penalty: 4836.744629
	Iteration 1F: 3 clusters Score -2167922 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -2168320.000000 Penalty: 4836.744629
	Iteration 2F: 3 clusters Score -2168320 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -2168669.500000 Penalty: 4836.744629
	Iteration 3Q: 3 clusters Score -2168670 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -2168996.500000 Penalty: 4836.744629
	Iteration 4Q: 3 clusters Score -2168996 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -2169293.500000 Penalty: 4836.744629
	Iteration 5Q: 3 clusters Score -2169294 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -2169600.750000 Penalty: 4836.744629
	Iteration 6Q: 3 clusters Score -2169601 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -2169969.250000 Penalty: 4836.744629
	Iteration 7Q: 3 clusters Score -2169969 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -2170448.500000 Penalty: 4836.744629
	Iteration 8Q: 3 clusters Score -2170448 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -2171094.000000 Penalty: 4836.744629
	Iteration 9F: 3 clusters Score -2171094 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -2171832.250000 Penalty: 4836.744629
	Iteration 10F: 3 clusters Score -2171832 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -2172493.750000 Penalty: 4836.744629
	Iteration 11Q: 3 clusters Score -2172494 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -2172937.500000 Penalty: 4836.744629
	Iteration 12Q: 3 clusters Score -2172938 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -2173155.750000 Penalty: 4836.744629
	Iteration 13Q: 3 clusters Score -2173156 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -2173246.250000 Penalty: 4836.744629
	Iteration 14Q: 3 clusters Score -2173246 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -2173306.750000 Penalty: 4836.744629
	Iteration 15Q: 3 clusters Score -2173307 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -2173349.250000 Penalty: 4836.744629
	Iteration 16Q: 3 clusters Score -2173349 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -2173379.500000 Penalty: 4836.744629
	Iteration 17Q: 3 clusters Score -2173380 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -2173395.500000 Penalty: 4836.744629
	Iteration 18Q: 3 clusters Score -2173396 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -2173421.500000 Penalty: 4836.744629
	Iteration 19Q: 3 clusters Score -2173422 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -2173443.500000 Penalty: 4836.744629
	Iteration 20F: 3 clusters Score -2173444 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12551 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -2173466.750000 Penalty: 4836.744629
	Iteration 21Q: 3 clusters Score -2173467 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -2173483.750000 Penalty: 4836.744629
	Iteration 22Q: 3 clusters Score -2173484 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -2173499.500000 Penalty: 4836.744629
	Iteration 23Q: 3 clusters Score -2173500 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -2173509.500000 Penalty: 4836.744629
	Iteration 24Q: 3 clusters Score -2173510 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -2173523.250000 Penalty: 4836.744629
	Iteration 25Q: 3 clusters Score -2173523 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -2173537.750000 Penalty: 4836.744629
	Iteration 26Q: 3 clusters Score -2173538 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -2173557.250000 Penalty: 4836.744629
	Iteration 27Q: 3 clusters Score -2173557 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -2173568.750000 Penalty: 4836.744629
	Iteration 28Q: 3 clusters Score -2173569 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -2173573.750000 Penalty: 4836.744629
	Iteration 29Q: 3 clusters Score -2173574 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -2173587.000000 Penalty: 4836.744629
	Iteration 30Q: 3 clusters Score -2173587 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -2173594.750000 Penalty: 4836.744629
	Iteration 31Q: 3 clusters Score -2173595 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -2173608.500000 Penalty: 4836.744629
	Iteration 32Q: 3 clusters Score -2173608 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -2173625.500000 Penalty: 4836.744629
	Iteration 33Q: 3 clusters Score -2173626 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -2173628.250000 Penalty: 4836.744629
	Iteration 34Q: 3 clusters Score -2173628 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -2173637.000000 Penalty: 4836.744629
	Iteration 35Q: 3 clusters Score -2173637 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -2173653.000000 Penalty: 4836.744629
	Iteration 36Q: 3 clusters Score -2173653 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -2173664.250000 Penalty: 4836.744629
	Iteration 37Q: 3 clusters Score -2173664 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -2173672.000000 Penalty: 4836.744629
	Iteration 38Q: 3 clusters Score -2173672 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -2173678.250000 Penalty: 4836.744629
	Iteration 39Q: 3 clusters Score -2173678 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -2173690.000000 Penalty: 4836.744629
	Iteration 40F: 3 clusters Score -2173690 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -2173710.500000 Penalty: 4836.744629
	Iteration 41Q: 3 clusters Score -2173710 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -2173711.250000 Penalty: 4836.744629
	Iteration 42Q: 3 clusters Score -2173711 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -2173724.000000 Penalty: 4836.744629
	Iteration 43Q: 3 clusters Score -2173724 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -2173735.000000 Penalty: 4836.744629
	Iteration 44Q: 3 clusters Score -2173735 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2173746.250000 Penalty: 4836.744629
	Iteration 45Q: 3 clusters Score -2173746 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -2173751.750000 Penalty: 4836.744629
	Iteration 46Q: 3 clusters Score -2173752 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -2173753.000000 Penalty: 4836.744629
	Iteration 47Q: 3 clusters Score -2173753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -2173754.500000 Penalty: 4836.744629
	Iteration 48Q: 3 clusters Score -2173754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -2173755.750000 Penalty: 4836.744629
	Iteration 49Q: 3 clusters Score -2173756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -2173762.250000 Penalty: 4836.744629
	Iteration 50Q: 3 clusters Score -2173762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -2173761.000000 Penalty: 4836.744629
	Iteration 51Q: 3 clusters Score -2173761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -2173760.500000 Penalty: 4836.744629
	Iteration 52Q: 3 clusters Score -2173760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -2173761.750000 Penalty: 4836.744629
	Iteration 53Q: 3 clusters Score -2173762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -2173762.750000 Penalty: 4836.744629
	Iteration 54Q: 3 clusters Score -2173763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -2173759.750000 Penalty: 4836.744629
	Iteration 55Q: 3 clusters Score -2173760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13944 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -2173760.000000 Penalty: 4836.744629
	Iteration 56Q: 3 clusters Score -2173760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -2173761.250000 Penalty: 4836.744629
	Iteration 57Q: 3 clusters Score -2173761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -2173758.500000 Penalty: 4836.744629
	Iteration 58Q: 3 clusters Score -2173758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -2173758.750000 Penalty: 4836.744629
	Iteration 59Q: 3 clusters Score -2173759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -2173760.250000 Penalty: 4836.744629
	Iteration 60F: 3 clusters Score -2173760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -2173758.000000 Penalty: 4836.744629
	Iteration 61Q: 3 clusters Score -2173758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -2173760.750000 Penalty: 4836.744629
	Iteration 62Q: 3 clusters Score -2173761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -2173763.500000 Penalty: 4836.744629
	Iteration 63Q: 3 clusters Score -2173764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2173764.750000 Penalty: 4836.744629
	Iteration 64Q: 3 clusters Score -2173765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2173763.250000 Penalty: 4836.744629
	Iteration 65Q: 3 clusters Score -2173763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -2173762.000000 Penalty: 4836.744629
	Iteration 66Q: 3 clusters Score -2173762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -2173765.000000 Penalty: 4836.744629
	Iteration 67Q: 3 clusters Score -2173765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -2173762.500000 Penalty: 4836.744629
	Iteration 68Q: 3 clusters Score -2173762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -2173762.000000 Penalty: 4836.744629
	Iteration 69Q: 3 clusters Score -2173762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2173762.500000 Penalty: 4836.744629
	Iteration 70Q: 3 clusters Score -2173762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -2173763.750000 Penalty: 4836.744629
	Iteration 71Q: 3 clusters Score -2173764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -2173763.500000 Penalty: 4836.744629
	Iteration 72Q: 3 clusters Score -2173764 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -2173765.250000 Penalty: 4836.744629
	Iteration 73Q: 3 clusters Score -2173765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -2173766.250000 Penalty: 4836.744629
	Iteration 74Q: 3 clusters Score -2173766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -2173763.750000 Penalty: 4836.744629
	Iteration 75Q: 3 clusters Score -2173764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -2173763.750000 Penalty: 4836.744629
	Iteration 76F: 3 clusters Score -2173764 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Entering Unmasked Estep 
Score: -1826736.500000 Penalty: 2373.145020
	Iteration 0F: 2 clusters Score -1826736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1816161.000000 Penalty: 4746.290039
	Iteration 0F: 3 clusters Score -1816161 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1819460.125000 Penalty: 4746.290039
	Iteration 1F: 3 clusters Score -1819460 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1819768.375000 Penalty: 4746.290039
	Iteration 2F: 3 clusters Score -1819768 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1819988.500000 Penalty: 4746.290039
	Iteration 3Q: 3 clusters Score -1819988 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1820135.750000 Penalty: 4746.290039
	Iteration 4Q: 3 clusters Score -1820136 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1820264.875000 Penalty: 4746.290039
	Iteration 5Q: 3 clusters Score -1820265 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1820382.375000 Penalty: 4746.290039
	Iteration 6Q: 3 clusters Score -1820382 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1820501.625000 Penalty: 4746.290039
	Iteration 7Q: 3 clusters Score -1820502 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1820614.000000 Penalty: 4746.290039
	Iteration 8Q: 3 clusters Score -1820614 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1820726.625000 Penalty: 4746.290039
	Iteration 9Q: 3 clusters Score -1820727 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1820845.250000 Penalty: 4746.290039
	Iteration 10Q: 3 clusters Score -1820845 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1820990.625000 Penalty: 4746.290039
	Iteration 11Q: 3 clusters Score -1820991 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1821164.625000 Penalty: 4746.290039
	Iteration 12Q: 3 clusters Score -1821165 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1821366.000000 Penalty: 4746.290039
	Iteration 13Q: 3 clusters Score -1821366 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1821596.000000 Penalty: 4746.290039
	Iteration 14Q: 3 clusters Score -1821596 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1821865.750000 Penalty: 4746.290039
	Iteration 15Q: 3 clusters Score -1821866 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1822146.375000 Penalty: 4746.290039
	Iteration 16Q: 3 clusters Score -1822146 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1822428.875000 Penalty: 4746.290039
	Iteration 17Q: 3 clusters Score -1822429 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -1822709.375000 Penalty: 4746.290039
	Iteration 18Q: 3 clusters Score -1822709 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1822943.125000 Penalty: 4746.290039
	Iteration 19Q: 3 clusters Score -1822943 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -1823114.875000 Penalty: 4746.290039
	Iteration 20F: 3 clusters Score -1823115 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1823259.250000 Penalty: 4746.290039
	Iteration 21Q: 3 clusters Score -1823259 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1823375.875000 Penalty: 4746.290039
	Iteration 22Q: 3 clusters Score -1823376 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1823466.250000 Penalty: 4746.290039
	Iteration 23Q: 3 clusters Score -1823466 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1823535.875000 Penalty: 4746.290039
	Iteration 24Q: 3 clusters Score -1823536 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1823596.875000 Penalty: 4746.290039
	Iteration 25Q: 3 clusters Score -1823597 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1823658.875000 Penalty: 4746.290039
	Iteration 26Q: 3 clusters Score -1823659 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -1823719.875000 Penalty: 4746.290039
	Iteration 27Q: 3 clusters Score -1823720 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1823768.500000 Penalty: 4746.290039
	Iteration 28Q: 3 clusters Score -1823768 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -1823819.625000 Penalty: 4746.290039
	Iteration 29Q: 3 clusters Score -1823820 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1823875.000000 Penalty: 4746.290039
	Iteration 30Q: 3 clusters Score -1823875 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -1823929.375000 Penalty: 4746.290039
	Iteration 31Q: 3 clusters Score -1823929 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -1823970.125000 Penalty: 4746.290039
	Iteration 32Q: 3 clusters Score -1823970 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -1824006.875000 Penalty: 4746.290039
	Iteration 33Q: 3 clusters Score -1824007 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -1824058.500000 Penalty: 4746.290039
	Iteration 34Q: 3 clusters Score -1824058 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -1824101.625000 Penalty: 4746.290039
	Iteration 35Q: 3 clusters Score -1824102 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1824143.625000 Penalty: 4746.290039
	Iteration 36Q: 3 clusters Score -1824144 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1824187.750000 Penalty: 4746.290039
	Iteration 37Q: 3 clusters Score -1824188 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -1824225.250000 Penalty: 4746.290039
	Iteration 38Q: 3 clusters Score -1824225 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1824275.500000 Penalty: 4746.290039
	Iteration 39Q: 3 clusters Score -1824276 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -1824309.375000 Penalty: 4746.290039
	Iteration 40F: 3 clusters Score -1824309 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -1824329.375000 Penalty: 4746.290039
	Iteration 41Q: 3 clusters Score -1824329 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1824353.000000 Penalty: 4746.290039
	Iteration 42Q: 3 clusters Score -1824353 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -1824372.000000 Penalty: 4746.290039
	Iteration 43Q: 3 clusters Score -1824372 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -1824393.500000 Penalty: 4746.290039
	Iteration 44Q: 3 clusters Score -1824394 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -1824410.125000 Penalty: 4746.290039
	Iteration 45Q: 3 clusters Score -1824410 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -1824427.375000 Penalty: 4746.290039
	Iteration 46Q: 3 clusters Score -1824427 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -1824434.125000 Penalty: 4746.290039
	Iteration 47Q: 3 clusters Score -1824434 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -1824451.000000 Penalty: 4746.290039
	Iteration 48Q: 3 clusters Score -1824451 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -1824461.875000 Penalty: 4746.290039
	Iteration 49Q: 3 clusters Score -1824462 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -1824477.875000 Penalty: 4746.290039
	Iteration 50Q: 3 clusters Score -1824478 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -1824494.000000 Penalty: 4746.290039
	Iteration 51Q: 3 clusters Score -1824494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -1824508.000000 Penalty: 4746.290039
	Iteration 52Q: 3 clusters Score -1824508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -1824517.375000 Penalty: 4746.290039
	Iteration 53Q: 3 clusters Score -1824517 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -1824529.000000 Penalty: 4746.290039
	Iteration 54Q: 3 clusters Score -1824529 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -1824539.375000 Penalty: 4746.290039
	Iteration 55Q: 3 clusters Score -1824539 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -1824553.375000 Penalty: 4746.290039
	Iteration 56Q: 3 clusters Score -1824553 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -1824561.375000 Penalty: 4746.290039
	Iteration 57Q: 3 clusters Score -1824561 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -1824571.750000 Penalty: 4746.290039
	Iteration 58Q: 3 clusters Score -1824572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -1824579.125000 Penalty: 4746.290039
	Iteration 59Q: 3 clusters Score -1824579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -1824584.625000 Penalty: 4746.290039
	Iteration 60F: 3 clusters Score -1824585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -1824592.125000 Penalty: 4746.290039
	Iteration 61Q: 3 clusters Score -1824592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -1824596.750000 Penalty: 4746.290039
	Iteration 62Q: 3 clusters Score -1824597 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -1824600.125000 Penalty: 4746.290039
	Iteration 63Q: 3 clusters Score -1824600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -1824604.500000 Penalty: 4746.290039
	Iteration 64Q: 3 clusters Score -1824604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -1824608.000000 Penalty: 4746.290039
	Iteration 65Q: 3 clusters Score -1824608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -1824612.250000 Penalty: 4746.290039
	Iteration 66Q: 3 clusters Score -1824612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -1824614.125000 Penalty: 4746.290039
	Iteration 67Q: 3 clusters Score -1824614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -1824616.250000 Penalty: 4746.290039
	Iteration 68Q: 3 clusters Score -1824616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -1824619.125000 Penalty: 4746.290039
	Iteration 69Q: 3 clusters Score -1824619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -1824617.000000 Penalty: 4746.290039
	Iteration 70Q: 3 clusters Score -1824617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -1824617.375000 Penalty: 4746.290039
	Iteration 71Q: 3 clusters Score -1824617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -1824619.000000 Penalty: 4746.290039
	Iteration 72Q: 3 clusters Score -1824619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -1824619.750000 Penalty: 4746.290039
	Iteration 73Q: 3 clusters Score -1824620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -1824618.500000 Penalty: 4746.290039
	Iteration 74Q: 3 clusters Score -1824618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1824618.375000 Penalty: 4746.290039
	Iteration 75Q: 3 clusters Score -1824618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -1824617.875000 Penalty: 4746.290039
	Iteration 76Q: 3 clusters Score -1824618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -1824621.000000 Penalty: 4746.290039
	Iteration 77Q: 3 clusters Score -1824621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -1824623.500000 Penalty: 4746.290039
	Iteration 78Q: 3 clusters Score -1824624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -1824623.375000 Penalty: 4746.290039
	Iteration 79Q: 3 clusters Score -1824623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -1824627.125000 Penalty: 4746.290039
	Iteration 80F: 3 clusters Score -1824627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -1824629.500000 Penalty: 4746.290039
	Iteration 81Q: 3 clusters Score -1824630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -1824629.625000 Penalty: 4746.290039
	Iteration 82Q: 3 clusters Score -1824630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -1824630.250000 Penalty: 4746.290039
	Iteration 83Q: 3 clusters Score -1824630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -1824630.250000 Penalty: 4746.290039
	Iteration 84F: 3 clusters Score -1824630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -51096.285156 Penalty: 1513.434570
	Iteration 0F: 2 clusters Score -51096.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -49711.160156 Penalty: 3026.869141
	Iteration 0F: 3 clusters Score -49711.16 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -49858.035156 Penalty: 3026.869141
	Iteration 1F: 3 clusters Score -49858.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -49952.367188 Penalty: 3026.869141
	Iteration 2Q: 3 clusters Score -49952.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -49981.429688 Penalty: 3026.869141
	Iteration 3Q: 3 clusters Score -49981.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -49997.273438 Penalty: 3026.869141
	Iteration 4Q: 3 clusters Score -49997.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -50016.769531 Penalty: 3026.869141
	Iteration 5Q: 3 clusters Score -50016.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -50027.707031 Penalty: 3026.869141
	Iteration 6Q: 3 clusters Score -50027.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -50034.312500 Penalty: 3026.869141
	Iteration 7Q: 3 clusters Score -50034.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -50039.769531 Penalty: 3026.869141
	Iteration 8Q: 3 clusters Score -50039.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -50040.984375 Penalty: 3026.869141
	Iteration 9Q: 3 clusters Score -50040.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -50040.984375 Penalty: 3026.869141
	Iteration 10F: 3 clusters Score -50040.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Entering Unmasked Estep 
Score: -602671.750000 Penalty: 2118.242432
	Iteration 0F: 2 clusters Score -602671.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -598103.625000 Penalty: 4236.484863
	Iteration 0F: 3 clusters Score -598103.6 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -599321.937500 Penalty: 4236.484863
	Iteration 1F: 3 clusters Score -599321.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -599664.312500 Penalty: 4236.484863
	Iteration 2F: 3 clusters Score -599664.3 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -599908.750000 Penalty: 4236.484863
	Iteration 3F: 3 clusters Score -599908.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -600097.687500 Penalty: 4236.484863
	Iteration 4F: 3 clusters Score -600097.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -600262.562500 Penalty: 4236.484863
	Iteration 5Q: 3 clusters Score -600262.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -600404.375000 Penalty: 4236.484863
	Iteration 6Q: 3 clusters Score -600404.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -600539.750000 Penalty: 4236.484863
	Iteration 7Q: 3 clusters Score -600539.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -600657.500000 Penalty: 4236.484863
	Iteration 8Q: 3 clusters Score -600657.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -600753.437500 Penalty: 4236.484863
	Iteration 9Q: 3 clusters Score -600753.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -600824.812500 Penalty: 4236.484863
	Iteration 10Q: 3 clusters Score -600824.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -600889.500000 Penalty: 4236.484863
	Iteration 11Q: 3 clusters Score -600889.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -600934.375000 Penalty: 4236.484863
	Iteration 12Q: 3 clusters Score -600934.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -600985.062500 Penalty: 4236.484863
	Iteration 13Q: 3 clusters Score -600985.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -601021.562500 Penalty: 4236.484863
	Iteration 14Q: 3 clusters Score -601021.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -601056.500000 Penalty: 4236.484863
	Iteration 15Q: 3 clusters Score -601056.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -601083.437500 Penalty: 4236.484863
	Iteration 16Q: 3 clusters Score -601083.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -601106.812500 Penalty: 4236.484863
	Iteration 17Q: 3 clusters Score -601106.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -601133.000000 Penalty: 4236.484863
	Iteration 18Q: 3 clusters Score -601133 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -601148.312500 Penalty: 4236.484863
	Iteration 19Q: 3 clusters Score -601148.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -601177.312500 Penalty: 4236.484863
	Iteration 20F: 3 clusters Score -601177.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -601201.062500 Penalty: 4236.484863
	Iteration 21Q: 3 clusters Score -601201.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -601213.312500 Penalty: 4236.484863
	Iteration 22Q: 3 clusters Score -601213.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -601221.062500 Penalty: 4236.484863
	Iteration 23Q: 3 clusters Score -601221.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -601230.000000 Penalty: 4236.484863
	Iteration 24Q: 3 clusters Score -601230 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -601236.562500 Penalty: 4236.484863
	Iteration 25Q: 3 clusters Score -601236.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -601239.812500 Penalty: 4236.484863
	Iteration 26Q: 3 clusters Score -601239.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -601246.062500 Penalty: 4236.484863
	Iteration 27Q: 3 clusters Score -601246.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -601257.375000 Penalty: 4236.484863
	Iteration 28Q: 3 clusters Score -601257.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -601263.062500 Penalty: 4236.484863
	Iteration 29Q: 3 clusters Score -601263.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -601268.187500 Penalty: 4236.484863
	Iteration 30Q: 3 clusters Score -601268.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -601273.000000 Penalty: 4236.484863
	Iteration 31Q: 3 clusters Score -601273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -601275.500000 Penalty: 4236.484863
	Iteration 32Q: 3 clusters Score -601275.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -601276.750000 Penalty: 4236.484863
	Iteration 33Q: 3 clusters Score -601276.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -601278.187500 Penalty: 4236.484863
	Iteration 34Q: 3 clusters Score -601278.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -601280.437500 Penalty: 4236.484863
	Iteration 35Q: 3 clusters Score -601280.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -601281.500000 Penalty: 4236.484863
	Iteration 36Q: 3 clusters Score -601281.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -601281.437500 Penalty: 4236.484863
	Iteration 37Q: 3 clusters Score -601281.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -601282.875000 Penalty: 4236.484863
	Iteration 38Q: 3 clusters Score -601282.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -601283.625000 Penalty: 4236.484863
	Iteration 39Q: 3 clusters Score -601283.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -601284.187500 Penalty: 4236.484863
	Iteration 40F: 3 clusters Score -601284.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (57532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57532 members 
Entering Unmasked Estep 
Score: -6978627.500000 Penalty: 2718.104004
	Iteration 0F: 2 clusters Score -6978628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28766 members 
Mstep: Class 2 contains 28766 members 
Entering Unmasked Estep 
Score: -6940116.500000 Penalty: 5436.208008
	Iteration 0F: 3 clusters Score -6940116 nChanged 26572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28818 members 
Mstep: Class 2 contains 28714 members 
Entering Unmasked Estep 
Score: -6954783.000000 Penalty: 5436.208008
	Iteration 1F: 3 clusters Score -6954783 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -6955257.000000 Penalty: 5436.208008
	Iteration 2Q: 3 clusters Score -6955257 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 28556 members 
Entering Unmasked Estep 
Score: -6955711.500000 Penalty: 5436.208008
	Iteration 3Q: 3 clusters Score -6955712 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29090 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -6956038.000000 Penalty: 5436.208008
	Iteration 4Q: 3 clusters Score -6956038 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -6956364.000000 Penalty: 5436.208008
	Iteration 5Q: 3 clusters Score -6956364 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29316 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -6956681.500000 Penalty: 5436.208008
	Iteration 6Q: 3 clusters Score -6956682 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -6956961.000000 Penalty: 5436.208008
	Iteration 7Q: 3 clusters Score -6956961 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -6957245.500000 Penalty: 5436.208008
	Iteration 8Q: 3 clusters Score -6957246 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -6957603.000000 Penalty: 5436.208008
	Iteration 9Q: 3 clusters Score -6957603 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30541 members 
Mstep: Class 2 contains 26991 members 
Entering Unmasked Estep 
Score: -6958045.000000 Penalty: 5436.208008
	Iteration 10Q: 3 clusters Score -6958045 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31188 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -6958607.000000 Penalty: 5436.208008
	Iteration 11Q: 3 clusters Score -6958607 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31973 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -6959323.000000 Penalty: 5436.208008
	Iteration 12Q: 3 clusters Score -6959323 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -6960381.500000 Penalty: 5436.208008
	Iteration 13Q: 3 clusters Score -6960382 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -6961808.500000 Penalty: 5436.208008
	Iteration 14Q: 3 clusters Score -6961808 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35792 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -6963572.500000 Penalty: 5436.208008
	Iteration 15Q: 3 clusters Score -6963572 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37180 members 
Mstep: Class 2 contains 20352 members 
Entering Unmasked Estep 
Score: -6965380.500000 Penalty: 5436.208008
	Iteration 16Q: 3 clusters Score -6965380 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38496 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -6966708.500000 Penalty: 5436.208008
	Iteration 17Q: 3 clusters Score -6966708 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -6967494.500000 Penalty: 5436.208008
	Iteration 18Q: 3 clusters Score -6967494 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -6968003.500000 Penalty: 5436.208008
	Iteration 19Q: 3 clusters Score -6968004 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41825 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -6968387.000000 Penalty: 5436.208008
	Iteration 20F: 3 clusters Score -6968387 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42933 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -6968838.000000 Penalty: 5436.208008
	Iteration 21Q: 3 clusters Score -6968838 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -6969301.500000 Penalty: 5436.208008
	Iteration 22Q: 3 clusters Score -6969302 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45119 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -6969784.500000 Penalty: 5436.208008
	Iteration 23Q: 3 clusters Score -6969784 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46283 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -6970330.000000 Penalty: 5436.208008
	Iteration 24Q: 3 clusters Score -6970330 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47397 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -6970894.500000 Penalty: 5436.208008
	Iteration 25Q: 3 clusters Score -6970894 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48555 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -6971566.500000 Penalty: 5436.208008
	Iteration 26Q: 3 clusters Score -6971566 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49639 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -6972216.500000 Penalty: 5436.208008
	Iteration 27Q: 3 clusters Score -6972216 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50657 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -6972823.000000 Penalty: 5436.208008
	Iteration 28Q: 3 clusters Score -6972823 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51560 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -6973410.000000 Penalty: 5436.208008
	Iteration 29Q: 3 clusters Score -6973410 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52347 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -6973882.000000 Penalty: 5436.208008
	Iteration 30Q: 3 clusters Score -6973882 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53046 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -6974331.500000 Penalty: 5436.208008
	Iteration 31Q: 3 clusters Score -6974332 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53623 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -6974686.500000 Penalty: 5436.208008
	Iteration 32Q: 3 clusters Score -6974686 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54159 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -6974989.500000 Penalty: 5436.208008
	Iteration 33Q: 3 clusters Score -6974990 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54614 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -6975247.000000 Penalty: 5436.208008
	Iteration 34Q: 3 clusters Score -6975247 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54992 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -6975459.500000 Penalty: 5436.208008
	Iteration 35Q: 3 clusters Score -6975460 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55272 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -6975665.500000 Penalty: 5436.208008
	Iteration 36Q: 3 clusters Score -6975666 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55523 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -6975809.500000 Penalty: 5436.208008
	Iteration 37Q: 3 clusters Score -6975810 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55713 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -6975938.500000 Penalty: 5436.208008
	Iteration 38Q: 3 clusters Score -6975938 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55857 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -6976031.500000 Penalty: 5436.208008
	Iteration 39Q: 3 clusters Score -6976032 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55978 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -6976091.000000 Penalty: 5436.208008
	Iteration 40F: 3 clusters Score -6976091 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56057 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -6976140.500000 Penalty: 5436.208008
	Iteration 41Q: 3 clusters Score -6976140 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56124 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -6976173.000000 Penalty: 5436.208008
	Iteration 42Q: 3 clusters Score -6976173 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56190 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -6976191.500000 Penalty: 5436.208008
	Iteration 43Q: 3 clusters Score -6976192 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56241 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -6976215.000000 Penalty: 5436.208008
	Iteration 44Q: 3 clusters Score -6976215 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56278 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -6976234.500000 Penalty: 5436.208008
	Iteration 45Q: 3 clusters Score -6976234 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56304 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -6976245.000000 Penalty: 5436.208008
	Iteration 46Q: 3 clusters Score -6976245 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56328 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -6976266.000000 Penalty: 5436.208008
	Iteration 47Q: 3 clusters Score -6976266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56353 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -6976273.000000 Penalty: 5436.208008
	Iteration 48Q: 3 clusters Score -6976273 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56371 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -6976275.500000 Penalty: 5436.208008
	Iteration 49Q: 3 clusters Score -6976276 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56395 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -6976280.000000 Penalty: 5436.208008
	Iteration 50Q: 3 clusters Score -6976280 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56414 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -6976285.000000 Penalty: 5436.208008
	Iteration 51Q: 3 clusters Score -6976285 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56432 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -6976297.000000 Penalty: 5436.208008
	Iteration 52Q: 3 clusters Score -6976297 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56446 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -6976315.000000 Penalty: 5436.208008
	Iteration 53Q: 3 clusters Score -6976315 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56462 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -6976327.000000 Penalty: 5436.208008
	Iteration 54Q: 3 clusters Score -6976327 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56482 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -6976333.000000 Penalty: 5436.208008
	Iteration 55Q: 3 clusters Score -6976333 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56499 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -6976347.000000 Penalty: 5436.208008
	Iteration 56Q: 3 clusters Score -6976347 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56510 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -6976353.000000 Penalty: 5436.208008
	Iteration 57Q: 3 clusters Score -6976353 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56522 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -6976360.500000 Penalty: 5436.208008
	Iteration 58Q: 3 clusters Score -6976360 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56533 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -6976368.000000 Penalty: 5436.208008
	Iteration 59Q: 3 clusters Score -6976368 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56542 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -6976369.500000 Penalty: 5436.208008
	Iteration 60F: 3 clusters Score -6976370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56549 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -6976379.000000 Penalty: 5436.208008
	Iteration 61Q: 3 clusters Score -6976379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56554 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -6976380.000000 Penalty: 5436.208008
	Iteration 62Q: 3 clusters Score -6976380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56559 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -6976383.500000 Penalty: 5436.208008
	Iteration 63Q: 3 clusters Score -6976384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56565 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -6976379.500000 Penalty: 5436.208008
	Iteration 64Q: 3 clusters Score -6976380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56566 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -6976383.000000 Penalty: 5436.208008
	Iteration 65Q: 3 clusters Score -6976383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56567 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -6976374.500000 Penalty: 5436.208008
	Iteration 66Q: 3 clusters Score -6976374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56567 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -6976374.500000 Penalty: 5436.208008
	Iteration 67F: 3 clusters Score -6976374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (311039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311039 members 
Entering Unmasked Estep 
Score: -38544748.000000 Penalty: 3136.623047
	Iteration 0F: 2 clusters Score -3.854475e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155755 members 
Mstep: Class 2 contains 155284 members 
Entering Unmasked Estep 
Score: -38358240.000000 Penalty: 6273.246094
	Iteration 0F: 3 clusters Score -3.835824e+07 nChanged 150538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161211 members 
Mstep: Class 2 contains 149828 members 
Entering Unmasked Estep 
Score: -38446952.000000 Penalty: 6273.246094
	Iteration 1F: 3 clusters Score -3.844695e+07 nChanged 7966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164935 members 
Mstep: Class 2 contains 146104 members 
Entering Unmasked Estep 
Score: -38448072.000000 Penalty: 6273.246094
	Iteration 2Q: 3 clusters Score -3.844807e+07 nChanged 9318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170597 members 
Mstep: Class 2 contains 140442 members 
Entering Unmasked Estep 
Score: -38450156.000000 Penalty: 6273.246094
	Iteration 3Q: 3 clusters Score -3.845016e+07 nChanged 11524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179061 members 
Mstep: Class 2 contains 131978 members 
Entering Unmasked Estep 
Score: -38453200.000000 Penalty: 6273.246094
	Iteration 4Q: 3 clusters Score -3.84532e+07 nChanged 14474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190989 members 
Mstep: Class 2 contains 120050 members 
Entering Unmasked Estep 
Score: -38459468.000000 Penalty: 6273.246094
	Iteration 5Q: 3 clusters Score -3.845947e+07 nChanged 17970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206459 members 
Mstep: Class 2 contains 104580 members 
Entering Unmasked Estep 
Score: -38469280.000000 Penalty: 6273.246094
	Iteration 6F: 3 clusters Score -3.846928e+07 nChanged 20338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224051 members 
Mstep: Class 2 contains 86988 members 
Entering Unmasked Estep 
Score: -38482992.000000 Penalty: 6273.246094
	Iteration 7F: 3 clusters Score -3.848299e+07 nChanged 19896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239385 members 
Mstep: Class 2 contains 71654 members 
Entering Unmasked Estep 
Score: -38497856.000000 Penalty: 6273.246094
	Iteration 8F: 3 clusters Score -3.849786e+07 nChanged 16589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248962 members 
Mstep: Class 2 contains 62077 members 
Entering Unmasked Estep 
Score: -38509336.000000 Penalty: 6273.246094
	Iteration 9F: 3 clusters Score -3.850934e+07 nChanged 12384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253498 members 
Mstep: Class 2 contains 57541 members 
Entering Unmasked Estep 
Score: -38515236.000000 Penalty: 6273.246094
	Iteration 10Q: 3 clusters Score -3.851524e+07 nChanged 7680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256178 members 
Mstep: Class 2 contains 54861 members 
Entering Unmasked Estep 
Score: -38517084.000000 Penalty: 6273.246094
	Iteration 11Q: 3 clusters Score -3.851708e+07 nChanged 4353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258527 members 
Mstep: Class 2 contains 52512 members 
Entering Unmasked Estep 
Score: -38517696.000000 Penalty: 6273.246094
	Iteration 12Q: 3 clusters Score -3.85177e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260739 members 
Mstep: Class 2 contains 50300 members 
Entering Unmasked Estep 
Score: -38518244.000000 Penalty: 6273.246094
	Iteration 13Q: 3 clusters Score -3.851824e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262892 members 
Mstep: Class 2 contains 48147 members 
Entering Unmasked Estep 
Score: -38518712.000000 Penalty: 6273.246094
	Iteration 14Q: 3 clusters Score -3.851871e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264990 members 
Mstep: Class 2 contains 46049 members 
Entering Unmasked Estep 
Score: -38519180.000000 Penalty: 6273.246094
	Iteration 15Q: 3 clusters Score -3.851918e+07 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266995 members 
Mstep: Class 2 contains 44044 members 
Entering Unmasked Estep 
Score: -38519744.000000 Penalty: 6273.246094
	Iteration 16Q: 3 clusters Score -3.851974e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268989 members 
Mstep: Class 2 contains 42050 members 
Entering Unmasked Estep 
Score: -38520252.000000 Penalty: 6273.246094
	Iteration 17Q: 3 clusters Score -3.852025e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270928 members 
Mstep: Class 2 contains 40111 members 
Entering Unmasked Estep 
Score: -38521016.000000 Penalty: 6273.246094
	Iteration 18Q: 3 clusters Score -3.852102e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272932 members 
Mstep: Class 2 contains 38107 members 
Entering Unmasked Estep 
Score: -38521788.000000 Penalty: 6273.246094
	Iteration 19Q: 3 clusters Score -3.852179e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274902 members 
Mstep: Class 2 contains 36137 members 
Entering Unmasked Estep 
Score: -38522492.000000 Penalty: 6273.246094
	Iteration 20F: 3 clusters Score -3.852249e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276868 members 
Mstep: Class 2 contains 34171 members 
Entering Unmasked Estep 
Score: -38523240.000000 Penalty: 6273.246094
	Iteration 21Q: 3 clusters Score -3.852324e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278839 members 
Mstep: Class 2 contains 32200 members 
Entering Unmasked Estep 
Score: -38523976.000000 Penalty: 6273.246094
	Iteration 22Q: 3 clusters Score -3.852398e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280792 members 
Mstep: Class 2 contains 30247 members 
Entering Unmasked Estep 
Score: -38524832.000000 Penalty: 6273.246094
	Iteration 23Q: 3 clusters Score -3.852483e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282713 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -38525632.000000 Penalty: 6273.246094
	Iteration 24Q: 3 clusters Score -3.852563e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284619 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -38526636.000000 Penalty: 6273.246094
	Iteration 25Q: 3 clusters Score -3.852664e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286425 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -38527716.000000 Penalty: 6273.246094
	Iteration 26Q: 3 clusters Score -3.852772e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288235 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -38529128.000000 Penalty: 6273.246094
	Iteration 27Q: 3 clusters Score -3.852913e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290050 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -38529952.000000 Penalty: 6273.246094
	Iteration 28Q: 3 clusters Score -3.852995e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291833 members 
Mstep: Class 2 contains 19206 members 
Entering Unmasked Estep 
Score: -38531236.000000 Penalty: 6273.246094
	Iteration 29Q: 3 clusters Score -3.853124e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293634 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -38532916.000000 Penalty: 6273.246094
	Iteration 30Q: 3 clusters Score -3.853292e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295449 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
Score: -38535088.000000 Penalty: 6273.246094
	Iteration 31Q: 3 clusters Score -3.853509e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297280 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -38536976.000000 Penalty: 6273.246094
	Iteration 32Q: 3 clusters Score -3.853698e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299100 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -38538716.000000 Penalty: 6273.246094
	Iteration 33Q: 3 clusters Score -3.853872e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300927 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -38540172.000000 Penalty: 6273.246094
	Iteration 34Q: 3 clusters Score -3.854017e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302682 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -38541444.000000 Penalty: 6273.246094
	Iteration 35Q: 3 clusters Score -3.854144e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304280 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -38542272.000000 Penalty: 6273.246094
	Iteration 36Q: 3 clusters Score -3.854227e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305685 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -38542848.000000 Penalty: 6273.246094
	Iteration 37Q: 3 clusters Score -3.854285e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306839 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -38543060.000000 Penalty: 6273.246094
	Iteration 38Q: 3 clusters Score -3.854306e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307728 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -38543232.000000 Penalty: 6273.246094
	Iteration 39Q: 3 clusters Score -3.854323e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308406 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -38543188.000000 Penalty: 6273.246094
	Iteration 40F: 3 clusters Score -3.854319e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308890 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -38543020.000000 Penalty: 6273.246094
	Iteration 41Q: 3 clusters Score -3.854302e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309222 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -38543048.000000 Penalty: 6273.246094
	Iteration 42Q: 3 clusters Score -3.854305e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309441 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -38543100.000000 Penalty: 6273.246094
	Iteration 43Q: 3 clusters Score -3.85431e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309607 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -38543088.000000 Penalty: 6273.246094
	Iteration 44Q: 3 clusters Score -3.854309e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309717 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -38543140.000000 Penalty: 6273.246094
	Iteration 45Q: 3 clusters Score -3.854314e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309801 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -38543156.000000 Penalty: 6273.246094
	Iteration 46Q: 3 clusters Score -3.854316e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309852 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -38543196.000000 Penalty: 6273.246094
	Iteration 47Q: 3 clusters Score -3.85432e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309898 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -38543232.000000 Penalty: 6273.246094
	Iteration 48Q: 3 clusters Score -3.854323e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309931 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -38543196.000000 Penalty: 6273.246094
	Iteration 49Q: 3 clusters Score -3.85432e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309957 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -38543144.000000 Penalty: 6273.246094
	Iteration 50Q: 3 clusters Score -3.854314e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309987 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -38543180.000000 Penalty: 6273.246094
	Iteration 51Q: 3 clusters Score -3.854318e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309993 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -38543200.000000 Penalty: 6273.246094
	Iteration 52Q: 3 clusters Score -3.85432e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310003 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -38543200.000000 Penalty: 6273.246094
	Iteration 53Q: 3 clusters Score -3.85432e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310011 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -38543200.000000 Penalty: 6273.246094
	Iteration 54Q: 3 clusters Score -3.85432e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310017 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -38543196.000000 Penalty: 6273.246094
	Iteration 55Q: 3 clusters Score -3.85432e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310025 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -38543196.000000 Penalty: 6273.246094
	Iteration 56Q: 3 clusters Score -3.85432e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310034 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -38543196.000000 Penalty: 6273.246094
	Iteration 57Q: 3 clusters Score -3.85432e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310042 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -38543208.000000 Penalty: 6273.246094
	Iteration 58Q: 3 clusters Score -3.854321e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310048 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -38543220.000000 Penalty: 6273.246094
	Iteration 59Q: 3 clusters Score -3.854322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310052 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -38543228.000000 Penalty: 6273.246094
	Iteration 60F: 3 clusters Score -3.854323e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310060 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -38543232.000000 Penalty: 6273.246094
	Iteration 61Q: 3 clusters Score -3.854323e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310069 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -38543240.000000 Penalty: 6273.246094
	Iteration 62Q: 3 clusters Score -3.854324e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310071 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -38543220.000000 Penalty: 6273.246094
	Iteration 63Q: 3 clusters Score -3.854322e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310078 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -38543204.000000 Penalty: 6273.246094
	Iteration 64Q: 3 clusters Score -3.85432e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310087 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -38543240.000000 Penalty: 6273.246094
	Iteration 65Q: 3 clusters Score -3.854324e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310088 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -38543252.000000 Penalty: 6273.246094
	Iteration 66Q: 3 clusters Score -3.854325e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310089 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -38543248.000000 Penalty: 6273.246094
	Iteration 67Q: 3 clusters Score -3.854325e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310090 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -38543256.000000 Penalty: 6273.246094
	Iteration 68Q: 3 clusters Score -3.854326e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310094 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -38543228.000000 Penalty: 6273.246094
	Iteration 69Q: 3 clusters Score -3.854323e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310095 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -38543256.000000 Penalty: 6273.246094
	Iteration 70Q: 3 clusters Score -3.854326e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310095 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -38543228.000000 Penalty: 6273.246094
	Iteration 71Q: 3 clusters Score -3.854323e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310095 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -38543224.000000 Penalty: 6273.246094
	Iteration 72Q: 3 clusters Score -3.854322e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310098 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -38543248.000000 Penalty: 6273.246094
	Iteration 73Q: 3 clusters Score -3.854325e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310099 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -38543224.000000 Penalty: 6273.246094
	Iteration 74Q: 3 clusters Score -3.854322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310099 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -38543240.000000 Penalty: 6273.246094
	Iteration 75Q: 3 clusters Score -3.854324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310100 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -38543248.000000 Penalty: 6273.246094
	Iteration 76Q: 3 clusters Score -3.854325e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310101 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -38543248.000000 Penalty: 6273.246094
	Iteration 77Q: 3 clusters Score -3.854325e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310102 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -38543252.000000 Penalty: 6273.246094
	Iteration 78Q: 3 clusters Score -3.854325e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310103 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -38543260.000000 Penalty: 6273.246094
	Iteration 79Q: 3 clusters Score -3.854326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310102 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -38543248.000000 Penalty: 6273.246094
	Iteration 80F: 3 clusters Score -3.854325e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Entering Unmasked Estep 
Score: -642378.187500 Penalty: 2114.141602
	Iteration 0F: 2 clusters Score -642378.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -637787.312500 Penalty: 4228.283203
	Iteration 0F: 3 clusters Score -637787.3 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -638821.062500 Penalty: 4228.283203
	Iteration 1F: 3 clusters Score -638821.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -639019.187500 Penalty: 4228.283203
	Iteration 2F: 3 clusters Score -639019.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -639126.812500 Penalty: 4228.283203
	Iteration 3Q: 3 clusters Score -639126.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -639203.437500 Penalty: 4228.283203
	Iteration 4Q: 3 clusters Score -639203.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -639255.625000 Penalty: 4228.283203
	Iteration 5Q: 3 clusters Score -639255.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -639306.250000 Penalty: 4228.283203
	Iteration 6Q: 3 clusters Score -639306.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -639348.500000 Penalty: 4228.283203
	Iteration 7Q: 3 clusters Score -639348.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -639375.937500 Penalty: 4228.283203
	Iteration 8Q: 3 clusters Score -639375.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -639393.687500 Penalty: 4228.283203
	Iteration 9Q: 3 clusters Score -639393.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -639405.687500 Penalty: 4228.283203
	Iteration 10Q: 3 clusters Score -639405.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -639418.625000 Penalty: 4228.283203
	Iteration 11Q: 3 clusters Score -639418.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -639429.250000 Penalty: 4228.283203
	Iteration 12Q: 3 clusters Score -639429.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -639439.250000 Penalty: 4228.283203
	Iteration 13Q: 3 clusters Score -639439.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -639448.062500 Penalty: 4228.283203
	Iteration 14Q: 3 clusters Score -639448.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -639458.250000 Penalty: 4228.283203
	Iteration 15Q: 3 clusters Score -639458.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -639468.625000 Penalty: 4228.283203
	Iteration 16Q: 3 clusters Score -639468.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -639475.562500 Penalty: 4228.283203
	Iteration 17Q: 3 clusters Score -639475.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -639483.187500 Penalty: 4228.283203
	Iteration 18Q: 3 clusters Score -639483.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -639493.937500 Penalty: 4228.283203
	Iteration 19Q: 3 clusters Score -639493.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -639500.687500 Penalty: 4228.283203
	Iteration 20F: 3 clusters Score -639500.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -639512.125000 Penalty: 4228.283203
	Iteration 21Q: 3 clusters Score -639512.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -639520.937500 Penalty: 4228.283203
	Iteration 22Q: 3 clusters Score -639520.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -639526.500000 Penalty: 4228.283203
	Iteration 23Q: 3 clusters Score -639526.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -639534.750000 Penalty: 4228.283203
	Iteration 24Q: 3 clusters Score -639534.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -639541.125000 Penalty: 4228.283203
	Iteration 25Q: 3 clusters Score -639541.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -639548.375000 Penalty: 4228.283203
	Iteration 26Q: 3 clusters Score -639548.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -639557.750000 Penalty: 4228.283203
	Iteration 27Q: 3 clusters Score -639557.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -639567.500000 Penalty: 4228.283203
	Iteration 28Q: 3 clusters Score -639567.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -639575.750000 Penalty: 4228.283203
	Iteration 29Q: 3 clusters Score -639575.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -639580.187500 Penalty: 4228.283203
	Iteration 30Q: 3 clusters Score -639580.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -639586.000000 Penalty: 4228.283203
	Iteration 31Q: 3 clusters Score -639586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -639590.875000 Penalty: 4228.283203
	Iteration 32Q: 3 clusters Score -639590.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -639594.312500 Penalty: 4228.283203
	Iteration 33Q: 3 clusters Score -639594.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -639599.437500 Penalty: 4228.283203
	Iteration 34Q: 3 clusters Score -639599.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -639605.937500 Penalty: 4228.283203
	Iteration 35Q: 3 clusters Score -639605.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -639615.500000 Penalty: 4228.283203
	Iteration 36Q: 3 clusters Score -639615.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -639627.000000 Penalty: 4228.283203
	Iteration 37Q: 3 clusters Score -639627 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -639644.500000 Penalty: 4228.283203
	Iteration 38Q: 3 clusters Score -639644.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -639662.562500 Penalty: 4228.283203
	Iteration 39Q: 3 clusters Score -639662.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -639680.000000 Penalty: 4228.283203
	Iteration 40F: 3 clusters Score -639680 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -639697.437500 Penalty: 4228.283203
	Iteration 41Q: 3 clusters Score -639697.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -639711.000000 Penalty: 4228.283203
	Iteration 42Q: 3 clusters Score -639711 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -639725.750000 Penalty: 4228.283203
	Iteration 43Q: 3 clusters Score -639725.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -639748.500000 Penalty: 4228.283203
	Iteration 44Q: 3 clusters Score -639748.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -639765.625000 Penalty: 4228.283203
	Iteration 45Q: 3 clusters Score -639765.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -639781.750000 Penalty: 4228.283203
	Iteration 46Q: 3 clusters Score -639781.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -639803.062500 Penalty: 4228.283203
	Iteration 47Q: 3 clusters Score -639803.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -639824.250000 Penalty: 4228.283203
	Iteration 48Q: 3 clusters Score -639824.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -639844.875000 Penalty: 4228.283203
	Iteration 49Q: 3 clusters Score -639844.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -639868.437500 Penalty: 4228.283203
	Iteration 50Q: 3 clusters Score -639868.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -639895.000000 Penalty: 4228.283203
	Iteration 51Q: 3 clusters Score -639895 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -639920.062500 Penalty: 4228.283203
	Iteration 52Q: 3 clusters Score -639920.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -639948.625000 Penalty: 4228.283203
	Iteration 53Q: 3 clusters Score -639948.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -639975.625000 Penalty: 4228.283203
	Iteration 54Q: 3 clusters Score -639975.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -639998.187500 Penalty: 4228.283203
	Iteration 55Q: 3 clusters Score -639998.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -640023.500000 Penalty: 4228.283203
	Iteration 56Q: 3 clusters Score -640023.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -640047.312500 Penalty: 4228.283203
	Iteration 57Q: 3 clusters Score -640047.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -640074.250000 Penalty: 4228.283203
	Iteration 58Q: 3 clusters Score -640074.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -640104.500000 Penalty: 4228.283203
	Iteration 59Q: 3 clusters Score -640104.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -640120.625000 Penalty: 4228.283203
	Iteration 60F: 3 clusters Score -640120.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -640138.437500 Penalty: 4228.283203
	Iteration 61Q: 3 clusters Score -640138.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -640162.875000 Penalty: 4228.283203
	Iteration 62Q: 3 clusters Score -640162.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -640182.687500 Penalty: 4228.283203
	Iteration 63Q: 3 clusters Score -640182.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -640203.250000 Penalty: 4228.283203
	Iteration 64Q: 3 clusters Score -640203.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -640225.312500 Penalty: 4228.283203
	Iteration 65Q: 3 clusters Score -640225.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -640242.437500 Penalty: 4228.283203
	Iteration 66Q: 3 clusters Score -640242.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -640260.125000 Penalty: 4228.283203
	Iteration 67Q: 3 clusters Score -640260.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -640274.625000 Penalty: 4228.283203
	Iteration 68Q: 3 clusters Score -640274.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -640289.000000 Penalty: 4228.283203
	Iteration 69Q: 3 clusters Score -640289 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -640301.937500 Penalty: 4228.283203
	Iteration 70Q: 3 clusters Score -640301.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -640315.687500 Penalty: 4228.283203
	Iteration 71Q: 3 clusters Score -640315.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -640326.250000 Penalty: 4228.283203
	Iteration 72Q: 3 clusters Score -640326.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -640338.000000 Penalty: 4228.283203
	Iteration 73Q: 3 clusters Score -640338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -640345.187500 Penalty: 4228.283203
	Iteration 74Q: 3 clusters Score -640345.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -640354.312500 Penalty: 4228.283203
	Iteration 75Q: 3 clusters Score -640354.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -640364.062500 Penalty: 4228.283203
	Iteration 76Q: 3 clusters Score -640364.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -640374.687500 Penalty: 4228.283203
	Iteration 77Q: 3 clusters Score -640374.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -640382.500000 Penalty: 4228.283203
	Iteration 78Q: 3 clusters Score -640382.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -640390.500000 Penalty: 4228.283203
	Iteration 79Q: 3 clusters Score -640390.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -640398.000000 Penalty: 4228.283203
	Iteration 80F: 3 clusters Score -640398 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -640414.625000 Penalty: 4228.283203
	Iteration 81Q: 3 clusters Score -640414.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -640433.437500 Penalty: 4228.283203
	Iteration 82Q: 3 clusters Score -640433.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -640447.687500 Penalty: 4228.283203
	Iteration 83Q: 3 clusters Score -640447.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -640465.625000 Penalty: 4228.283203
	Iteration 84Q: 3 clusters Score -640465.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -640483.312500 Penalty: 4228.283203
	Iteration 85Q: 3 clusters Score -640483.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -640499.000000 Penalty: 4228.283203
	Iteration 86Q: 3 clusters Score -640499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -640507.375000 Penalty: 4228.283203
	Iteration 87Q: 3 clusters Score -640507.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -640511.062500 Penalty: 4228.283203
	Iteration 88Q: 3 clusters Score -640511.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -640516.500000 Penalty: 4228.283203
	Iteration 89Q: 3 clusters Score -640516.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -640524.062500 Penalty: 4228.283203
	Iteration 90Q: 3 clusters Score -640524.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -640527.437500 Penalty: 4228.283203
	Iteration 91Q: 3 clusters Score -640527.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -640529.750000 Penalty: 4228.283203
	Iteration 92Q: 3 clusters Score -640529.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -640536.312500 Penalty: 4228.283203
	Iteration 93Q: 3 clusters Score -640536.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -640541.437500 Penalty: 4228.283203
	Iteration 94Q: 3 clusters Score -640541.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -640544.312500 Penalty: 4228.283203
	Iteration 95Q: 3 clusters Score -640544.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -640543.937500 Penalty: 4228.283203
	Iteration 96Q: 3 clusters Score -640543.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -640545.125000 Penalty: 4228.283203
	Iteration 97Q: 3 clusters Score -640545.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -640544.812500 Penalty: 4228.283203
	Iteration 98Q: 3 clusters Score -640544.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -640545.437500 Penalty: 4228.283203
	Iteration 99Q: 3 clusters Score -640545.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -640546.812500 Penalty: 4228.283203
	Iteration 100F: 3 clusters Score -640546.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -640546.687500 Penalty: 4228.283203
	Iteration 101Q: 3 clusters Score -640546.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -640546.687500 Penalty: 4228.283203
	Iteration 102F: 3 clusters Score -640546.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Entering Unmasked Estep 
Score: -2222718.000000 Penalty: 2425.739258
	Iteration 0F: 2 clusters Score -2222718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -2210176.000000 Penalty: 4851.478516
	Iteration 0F: 3 clusters Score -2210176 nChanged 7686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -2214162.500000 Penalty: 4851.478516
	Iteration 1F: 3 clusters Score -2214162 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -2214513.000000 Penalty: 4851.478516
	Iteration 2F: 3 clusters Score -2214513 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -2214802.500000 Penalty: 4851.478516
	Iteration 3Q: 3 clusters Score -2214802 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -2215118.500000 Penalty: 4851.478516
	Iteration 4Q: 3 clusters Score -2215118 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -2215410.750000 Penalty: 4851.478516
	Iteration 5Q: 3 clusters Score -2215411 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -2215759.750000 Penalty: 4851.478516
	Iteration 6Q: 3 clusters Score -2215760 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -2216182.500000 Penalty: 4851.478516
	Iteration 7Q: 3 clusters Score -2216182 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -2216762.750000 Penalty: 4851.478516
	Iteration 8F: 3 clusters Score -2216763 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -2217477.250000 Penalty: 4851.478516
	Iteration 9F: 3 clusters Score -2217477 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -2218207.250000 Penalty: 4851.478516
	Iteration 10F: 3 clusters Score -2218207 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -2218933.500000 Penalty: 4851.478516
	Iteration 11Q: 3 clusters Score -2218934 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -2219525.000000 Penalty: 4851.478516
	Iteration 12Q: 3 clusters Score -2219525 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -2219911.750000 Penalty: 4851.478516
	Iteration 13Q: 3 clusters Score -2219912 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -2220097.750000 Penalty: 4851.478516
	Iteration 14Q: 3 clusters Score -2220098 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2220192.250000 Penalty: 4851.478516
	Iteration 15Q: 3 clusters Score -2220192 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2220243.500000 Penalty: 4851.478516
	Iteration 16Q: 3 clusters Score -2220244 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -2220284.500000 Penalty: 4851.478516
	Iteration 17Q: 3 clusters Score -2220284 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -2220316.000000 Penalty: 4851.478516
	Iteration 18Q: 3 clusters Score -2220316 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2220333.500000 Penalty: 4851.478516
	Iteration 19Q: 3 clusters Score -2220334 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -2220347.750000 Penalty: 4851.478516
	Iteration 20F: 3 clusters Score -2220348 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -2220364.000000 Penalty: 4851.478516
	Iteration 21Q: 3 clusters Score -2220364 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -2220375.750000 Penalty: 4851.478516
	Iteration 22Q: 3 clusters Score -2220376 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2220384.500000 Penalty: 4851.478516
	Iteration 23Q: 3 clusters Score -2220384 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -2220389.250000 Penalty: 4851.478516
	Iteration 24Q: 3 clusters Score -2220389 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -2220393.750000 Penalty: 4851.478516
	Iteration 25Q: 3 clusters Score -2220394 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -2220399.000000 Penalty: 4851.478516
	Iteration 26Q: 3 clusters Score -2220399 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -2220406.000000 Penalty: 4851.478516
	Iteration 27Q: 3 clusters Score -2220406 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14990 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -2220408.750000 Penalty: 4851.478516
	Iteration 28Q: 3 clusters Score -2220409 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2220413.500000 Penalty: 4851.478516
	Iteration 29Q: 3 clusters Score -2220414 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2220415.250000 Penalty: 4851.478516
	Iteration 30Q: 3 clusters Score -2220415 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -2220416.000000 Penalty: 4851.478516
	Iteration 31Q: 3 clusters Score -2220416 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -2220420.000000 Penalty: 4851.478516
	Iteration 32Q: 3 clusters Score -2220420 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2220422.250000 Penalty: 4851.478516
	Iteration 33Q: 3 clusters Score -2220422 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2220434.000000 Penalty: 4851.478516
	Iteration 34Q: 3 clusters Score -2220434 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2220432.000000 Penalty: 4851.478516
	Iteration 35Q: 3 clusters Score -2220432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2220434.750000 Penalty: 4851.478516
	Iteration 36Q: 3 clusters Score -2220435 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -2220440.500000 Penalty: 4851.478516
	Iteration 37Q: 3 clusters Score -2220440 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2220443.250000 Penalty: 4851.478516
	Iteration 38Q: 3 clusters Score -2220443 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -2220444.250000 Penalty: 4851.478516
	Iteration 39Q: 3 clusters Score -2220444 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2220452.250000 Penalty: 4851.478516
	Iteration 40F: 3 clusters Score -2220452 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -2220457.750000 Penalty: 4851.478516
	Iteration 41Q: 3 clusters Score -2220458 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -2220461.500000 Penalty: 4851.478516
	Iteration 42Q: 3 clusters Score -2220462 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15310 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2220464.000000 Penalty: 4851.478516
	Iteration 43Q: 3 clusters Score -2220464 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2220475.250000 Penalty: 4851.478516
	Iteration 44Q: 3 clusters Score -2220475 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2220476.500000 Penalty: 4851.478516
	Iteration 45Q: 3 clusters Score -2220476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2220482.750000 Penalty: 4851.478516
	Iteration 46Q: 3 clusters Score -2220483 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2220490.750000 Penalty: 4851.478516
	Iteration 47Q: 3 clusters Score -2220491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2220495.250000 Penalty: 4851.478516
	Iteration 48Q: 3 clusters Score -2220495 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15436 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2220496.000000 Penalty: 4851.478516
	Iteration 49Q: 3 clusters Score -2220496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -2220500.000000 Penalty: 4851.478516
	Iteration 50Q: 3 clusters Score -2220500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2220501.000000 Penalty: 4851.478516
	Iteration 51Q: 3 clusters Score -2220501 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -2220502.750000 Penalty: 4851.478516
	Iteration 52Q: 3 clusters Score -2220503 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2220505.000000 Penalty: 4851.478516
	Iteration 53Q: 3 clusters Score -2220505 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2220506.750000 Penalty: 4851.478516
	Iteration 54Q: 3 clusters Score -2220507 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -2220512.250000 Penalty: 4851.478516
	Iteration 55Q: 3 clusters Score -2220512 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2220522.000000 Penalty: 4851.478516
	Iteration 56Q: 3 clusters Score -2220522 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2220528.750000 Penalty: 4851.478516
	Iteration 57Q: 3 clusters Score -2220529 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2220537.250000 Penalty: 4851.478516
	Iteration 58Q: 3 clusters Score -2220537 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2220539.500000 Penalty: 4851.478516
	Iteration 59Q: 3 clusters Score -2220540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -2220544.750000 Penalty: 4851.478516
	Iteration 60F: 3 clusters Score -2220545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2220550.000000 Penalty: 4851.478516
	Iteration 61Q: 3 clusters Score -2220550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2220555.250000 Penalty: 4851.478516
	Iteration 62Q: 3 clusters Score -2220555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2220557.500000 Penalty: 4851.478516
	Iteration 63Q: 3 clusters Score -2220558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -2220552.750000 Penalty: 4851.478516
	Iteration 64Q: 3 clusters Score -2220553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2220557.250000 Penalty: 4851.478516
	Iteration 65Q: 3 clusters Score -2220557 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2220557.750000 Penalty: 4851.478516
	Iteration 66Q: 3 clusters Score -2220558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2220563.750000 Penalty: 4851.478516
	Iteration 67Q: 3 clusters Score -2220564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -2220566.500000 Penalty: 4851.478516
	Iteration 68Q: 3 clusters Score -2220566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2220568.750000 Penalty: 4851.478516
	Iteration 69Q: 3 clusters Score -2220569 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2220577.750000 Penalty: 4851.478516
	Iteration 70Q: 3 clusters Score -2220578 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2220580.500000 Penalty: 4851.478516
	Iteration 71Q: 3 clusters Score -2220580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2220582.000000 Penalty: 4851.478516
	Iteration 72Q: 3 clusters Score -2220582 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -2220588.500000 Penalty: 4851.478516
	Iteration 73Q: 3 clusters Score -2220588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2220585.500000 Penalty: 4851.478516
	Iteration 74Q: 3 clusters Score -2220586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2220591.000000 Penalty: 4851.478516
	Iteration 75Q: 3 clusters Score -2220591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2220594.000000 Penalty: 4851.478516
	Iteration 76Q: 3 clusters Score -2220594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2220594.500000 Penalty: 4851.478516
	Iteration 77Q: 3 clusters Score -2220594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2220592.000000 Penalty: 4851.478516
	Iteration 78Q: 3 clusters Score -2220592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2220594.250000 Penalty: 4851.478516
	Iteration 79Q: 3 clusters Score -2220594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15907 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2220597.750000 Penalty: 4851.478516
	Iteration 80F: 3 clusters Score -2220598 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2220598.750000 Penalty: 4851.478516
	Iteration 81Q: 3 clusters Score -2220599 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2220603.750000 Penalty: 4851.478516
	Iteration 82Q: 3 clusters Score -2220604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -2220603.500000 Penalty: 4851.478516
	Iteration 83Q: 3 clusters Score -2220604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2220604.250000 Penalty: 4851.478516
	Iteration 84Q: 3 clusters Score -2220604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15945 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2220610.500000 Penalty: 4851.478516
	Iteration 85Q: 3 clusters Score -2220610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2220610.000000 Penalty: 4851.478516
	Iteration 86Q: 3 clusters Score -2220610 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2220611.000000 Penalty: 4851.478516
	Iteration 87Q: 3 clusters Score -2220611 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2220616.500000 Penalty: 4851.478516
	Iteration 88Q: 3 clusters Score -2220616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2220621.250000 Penalty: 4851.478516
	Iteration 89Q: 3 clusters Score -2220621 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2220624.500000 Penalty: 4851.478516
	Iteration 90Q: 3 clusters Score -2220624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2220628.500000 Penalty: 4851.478516
	Iteration 91Q: 3 clusters Score -2220628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2220633.750000 Penalty: 4851.478516
	Iteration 92Q: 3 clusters Score -2220634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2220631.500000 Penalty: 4851.478516
	Iteration 93Q: 3 clusters Score -2220632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16053 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2220632.500000 Penalty: 4851.478516
	Iteration 94Q: 3 clusters Score -2220632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2220628.250000 Penalty: 4851.478516
	Iteration 95Q: 3 clusters Score -2220628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2220632.000000 Penalty: 4851.478516
	Iteration 96Q: 3 clusters Score -2220632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2220631.250000 Penalty: 4851.478516
	Iteration 97Q: 3 clusters Score -2220631 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2220631.250000 Penalty: 4851.478516
	Iteration 98Q: 3 clusters Score -2220631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2220638.000000 Penalty: 4851.478516
	Iteration 99Q: 3 clusters Score -2220638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2220640.000000 Penalty: 4851.478516
	Iteration 100F: 3 clusters Score -2220640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2220641.000000 Penalty: 4851.478516
	Iteration 101Q: 3 clusters Score -2220641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2220643.000000 Penalty: 4851.478516
	Iteration 102Q: 3 clusters Score -2220643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2220642.500000 Penalty: 4851.478516
	Iteration 103Q: 3 clusters Score -2220642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2220642.250000 Penalty: 4851.478516
	Iteration 104Q: 3 clusters Score -2220642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2220641.000000 Penalty: 4851.478516
	Iteration 105Q: 3 clusters Score -2220641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2220641.750000 Penalty: 4851.478516
	Iteration 106Q: 3 clusters Score -2220642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2220642.000000 Penalty: 4851.478516
	Iteration 107Q: 3 clusters Score -2220642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2220641.250000 Penalty: 4851.478516
	Iteration 108Q: 3 clusters Score -2220641 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2220641.250000 Penalty: 4851.478516
	Iteration 109F: 3 clusters Score -2220641 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Entering Unmasked Estep 
Score: -385995.250000 Penalty: 2003.130005
	Iteration 0F: 2 clusters Score -385995.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -382586.093750 Penalty: 4006.260010
	Iteration 0F: 3 clusters Score -382586.1 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -383301.406250 Penalty: 4006.260010
	Iteration 1F: 3 clusters Score -383301.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -383444.375000 Penalty: 4006.260010
	Iteration 2F: 3 clusters Score -383444.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -383526.687500 Penalty: 4006.260010
	Iteration 3Q: 3 clusters Score -383526.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -383571.281250 Penalty: 4006.260010
	Iteration 4Q: 3 clusters Score -383571.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -383614.343750 Penalty: 4006.260010
	Iteration 5Q: 3 clusters Score -383614.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -383649.218750 Penalty: 4006.260010
	Iteration 6Q: 3 clusters Score -383649.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -383676.531250 Penalty: 4006.260010
	Iteration 7Q: 3 clusters Score -383676.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -383700.500000 Penalty: 4006.260010
	Iteration 8Q: 3 clusters Score -383700.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -383721.062500 Penalty: 4006.260010
	Iteration 9Q: 3 clusters Score -383721.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -383740.500000 Penalty: 4006.260010
	Iteration 10Q: 3 clusters Score -383740.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -383759.843750 Penalty: 4006.260010
	Iteration 11Q: 3 clusters Score -383759.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -383773.281250 Penalty: 4006.260010
	Iteration 12Q: 3 clusters Score -383773.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -383786.625000 Penalty: 4006.260010
	Iteration 13Q: 3 clusters Score -383786.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -383800.406250 Penalty: 4006.260010
	Iteration 14Q: 3 clusters Score -383800.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -383811.500000 Penalty: 4006.260010
	Iteration 15Q: 3 clusters Score -383811.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -383819.406250 Penalty: 4006.260010
	Iteration 16Q: 3 clusters Score -383819.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -383826.218750 Penalty: 4006.260010
	Iteration 17Q: 3 clusters Score -383826.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -383831.875000 Penalty: 4006.260010
	Iteration 18Q: 3 clusters Score -383831.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -383840.812500 Penalty: 4006.260010
	Iteration 19Q: 3 clusters Score -383840.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -383852.093750 Penalty: 4006.260010
	Iteration 20F: 3 clusters Score -383852.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -383861.000000 Penalty: 4006.260010
	Iteration 21Q: 3 clusters Score -383861 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -383869.718750 Penalty: 4006.260010
	Iteration 22Q: 3 clusters Score -383869.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -383882.125000 Penalty: 4006.260010
	Iteration 23Q: 3 clusters Score -383882.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -383891.750000 Penalty: 4006.260010
	Iteration 24Q: 3 clusters Score -383891.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -383901.468750 Penalty: 4006.260010
	Iteration 25Q: 3 clusters Score -383901.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -383906.843750 Penalty: 4006.260010
	Iteration 26Q: 3 clusters Score -383906.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -383910.281250 Penalty: 4006.260010
	Iteration 27Q: 3 clusters Score -383910.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -383914.906250 Penalty: 4006.260010
	Iteration 28Q: 3 clusters Score -383914.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -383918.843750 Penalty: 4006.260010
	Iteration 29Q: 3 clusters Score -383918.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -383923.781250 Penalty: 4006.260010
	Iteration 30Q: 3 clusters Score -383923.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -383929.437500 Penalty: 4006.260010
	Iteration 31Q: 3 clusters Score -383929.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -383934.562500 Penalty: 4006.260010
	Iteration 32Q: 3 clusters Score -383934.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -383938.625000 Penalty: 4006.260010
	Iteration 33Q: 3 clusters Score -383938.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -383943.656250 Penalty: 4006.260010
	Iteration 34Q: 3 clusters Score -383943.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -383951.031250 Penalty: 4006.260010
	Iteration 35Q: 3 clusters Score -383951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -383954.437500 Penalty: 4006.260010
	Iteration 36Q: 3 clusters Score -383954.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -383957.406250 Penalty: 4006.260010
	Iteration 37Q: 3 clusters Score -383957.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -383961.156250 Penalty: 4006.260010
	Iteration 38Q: 3 clusters Score -383961.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -383966.562500 Penalty: 4006.260010
	Iteration 39Q: 3 clusters Score -383966.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -383974.781250 Penalty: 4006.260010
	Iteration 40F: 3 clusters Score -383974.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -383980.937500 Penalty: 4006.260010
	Iteration 41Q: 3 clusters Score -383980.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -383986.062500 Penalty: 4006.260010
	Iteration 42Q: 3 clusters Score -383986.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -383989.593750 Penalty: 4006.260010
	Iteration 43Q: 3 clusters Score -383989.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -383994.281250 Penalty: 4006.260010
	Iteration 44Q: 3 clusters Score -383994.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -384001.406250 Penalty: 4006.260010
	Iteration 45Q: 3 clusters Score -384001.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -384004.906250 Penalty: 4006.260010
	Iteration 46Q: 3 clusters Score -384004.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -384009.562500 Penalty: 4006.260010
	Iteration 47Q: 3 clusters Score -384009.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -384020.156250 Penalty: 4006.260010
	Iteration 48Q: 3 clusters Score -384020.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -384027.375000 Penalty: 4006.260010
	Iteration 49Q: 3 clusters Score -384027.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -384035.406250 Penalty: 4006.260010
	Iteration 50Q: 3 clusters Score -384035.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -384046.218750 Penalty: 4006.260010
	Iteration 51Q: 3 clusters Score -384046.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -384052.250000 Penalty: 4006.260010
	Iteration 52Q: 3 clusters Score -384052.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -384059.093750 Penalty: 4006.260010
	Iteration 53Q: 3 clusters Score -384059.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -384065.812500 Penalty: 4006.260010
	Iteration 54Q: 3 clusters Score -384065.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -384069.218750 Penalty: 4006.260010
	Iteration 55Q: 3 clusters Score -384069.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -384074.375000 Penalty: 4006.260010
	Iteration 56Q: 3 clusters Score -384074.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -384083.750000 Penalty: 4006.260010
	Iteration 57Q: 3 clusters Score -384083.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -384088.156250 Penalty: 4006.260010
	Iteration 58Q: 3 clusters Score -384088.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -384091.500000 Penalty: 4006.260010
	Iteration 59Q: 3 clusters Score -384091.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -384095.156250 Penalty: 4006.260010
	Iteration 60F: 3 clusters Score -384095.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -384099.875000 Penalty: 4006.260010
	Iteration 61Q: 3 clusters Score -384099.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -384103.718750 Penalty: 4006.260010
	Iteration 62Q: 3 clusters Score -384103.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -384110.781250 Penalty: 4006.260010
	Iteration 63Q: 3 clusters Score -384110.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -384115.500000 Penalty: 4006.260010
	Iteration 64Q: 3 clusters Score -384115.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -384118.468750 Penalty: 4006.260010
	Iteration 65Q: 3 clusters Score -384118.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -384120.968750 Penalty: 4006.260010
	Iteration 66Q: 3 clusters Score -384121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -384125.250000 Penalty: 4006.260010
	Iteration 67Q: 3 clusters Score -384125.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -384130.625000 Penalty: 4006.260010
	Iteration 68Q: 3 clusters Score -384130.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -384133.125000 Penalty: 4006.260010
	Iteration 69Q: 3 clusters Score -384133.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -384135.625000 Penalty: 4006.260010
	Iteration 70Q: 3 clusters Score -384135.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -384138.718750 Penalty: 4006.260010
	Iteration 71Q: 3 clusters Score -384138.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -384143.156250 Penalty: 4006.260010
	Iteration 72Q: 3 clusters Score -384143.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -384147.125000 Penalty: 4006.260010
	Iteration 73Q: 3 clusters Score -384147.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -384148.343750 Penalty: 4006.260010
	Iteration 74Q: 3 clusters Score -384148.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -384148.343750 Penalty: 4006.260010
	Iteration 75F: 3 clusters Score -384148.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Entering Unmasked Estep 
Score: -844711.937500 Penalty: 2183.547119
	Iteration 0F: 2 clusters Score -844711.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -839150.875000 Penalty: 4367.094238
	Iteration 0F: 3 clusters Score -839150.9 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -840519.687500 Penalty: 4367.094238
	Iteration 1F: 3 clusters Score -840519.7 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -840751.750000 Penalty: 4367.094238
	Iteration 2F: 3 clusters Score -840751.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -840906.312500 Penalty: 4367.094238
	Iteration 3F: 3 clusters Score -840906.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -841017.625000 Penalty: 4367.094238
	Iteration 4Q: 3 clusters Score -841017.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -841102.625000 Penalty: 4367.094238
	Iteration 5Q: 3 clusters Score -841102.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -841176.250000 Penalty: 4367.094238
	Iteration 6Q: 3 clusters Score -841176.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -841246.437500 Penalty: 4367.094238
	Iteration 7Q: 3 clusters Score -841246.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -841337.000000 Penalty: 4367.094238
	Iteration 8Q: 3 clusters Score -841337 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -841445.125000 Penalty: 4367.094238
	Iteration 9Q: 3 clusters Score -841445.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -841577.062500 Penalty: 4367.094238
	Iteration 10Q: 3 clusters Score -841577.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -841703.625000 Penalty: 4367.094238
	Iteration 11Q: 3 clusters Score -841703.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -841814.250000 Penalty: 4367.094238
	Iteration 12Q: 3 clusters Score -841814.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -841932.375000 Penalty: 4367.094238
	Iteration 13Q: 3 clusters Score -841932.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -842032.000000 Penalty: 4367.094238
	Iteration 14Q: 3 clusters Score -842032 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -842132.812500 Penalty: 4367.094238
	Iteration 15Q: 3 clusters Score -842132.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -842236.125000 Penalty: 4367.094238
	Iteration 16Q: 3 clusters Score -842236.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -842336.062500 Penalty: 4367.094238
	Iteration 17Q: 3 clusters Score -842336.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -842426.875000 Penalty: 4367.094238
	Iteration 18Q: 3 clusters Score -842426.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -842492.375000 Penalty: 4367.094238
	Iteration 19Q: 3 clusters Score -842492.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -842558.250000 Penalty: 4367.094238
	Iteration 20F: 3 clusters Score -842558.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -842610.062500 Penalty: 4367.094238
	Iteration 21Q: 3 clusters Score -842610.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -842644.125000 Penalty: 4367.094238
	Iteration 22Q: 3 clusters Score -842644.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -842664.500000 Penalty: 4367.094238
	Iteration 23Q: 3 clusters Score -842664.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -842677.562500 Penalty: 4367.094238
	Iteration 24Q: 3 clusters Score -842677.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -842695.125000 Penalty: 4367.094238
	Iteration 25Q: 3 clusters Score -842695.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -842702.875000 Penalty: 4367.094238
	Iteration 26Q: 3 clusters Score -842702.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -842713.812500 Penalty: 4367.094238
	Iteration 27Q: 3 clusters Score -842713.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -842717.062500 Penalty: 4367.094238
	Iteration 28Q: 3 clusters Score -842717.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -842719.937500 Penalty: 4367.094238
	Iteration 29Q: 3 clusters Score -842719.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -842720.625000 Penalty: 4367.094238
	Iteration 30Q: 3 clusters Score -842720.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -842724.375000 Penalty: 4367.094238
	Iteration 31Q: 3 clusters Score -842724.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -842730.687500 Penalty: 4367.094238
	Iteration 32Q: 3 clusters Score -842730.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -842739.750000 Penalty: 4367.094238
	Iteration 33Q: 3 clusters Score -842739.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -842746.125000 Penalty: 4367.094238
	Iteration 34Q: 3 clusters Score -842746.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -842750.375000 Penalty: 4367.094238
	Iteration 35Q: 3 clusters Score -842750.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -842756.437500 Penalty: 4367.094238
	Iteration 36Q: 3 clusters Score -842756.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -842757.375000 Penalty: 4367.094238
	Iteration 37Q: 3 clusters Score -842757.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -842769.250000 Penalty: 4367.094238
	Iteration 38Q: 3 clusters Score -842769.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -842776.062500 Penalty: 4367.094238
	Iteration 39Q: 3 clusters Score -842776.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -842777.062500 Penalty: 4367.094238
	Iteration 40F: 3 clusters Score -842777.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -842778.937500 Penalty: 4367.094238
	Iteration 41Q: 3 clusters Score -842778.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -842779.687500 Penalty: 4367.094238
	Iteration 42Q: 3 clusters Score -842779.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -842779.687500 Penalty: 4367.094238
	Iteration 43F: 3 clusters Score -842779.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Entering Unmasked Estep 
Score: -2615206.500000 Penalty: 2476.992920
	Iteration 0F: 2 clusters Score -2615206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -2600161.750000 Penalty: 4953.985840
	Iteration 0F: 3 clusters Score -2600162 nChanged 9527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -2605207.500000 Penalty: 4953.985840
	Iteration 1F: 3 clusters Score -2605208 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -2605697.500000 Penalty: 4953.985840
	Iteration 2F: 3 clusters Score -2605698 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -2606166.250000 Penalty: 4953.985840
	Iteration 3F: 3 clusters Score -2606166 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -2606657.500000 Penalty: 4953.985840
	Iteration 4F: 3 clusters Score -2606658 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -2607235.500000 Penalty: 4953.985840
	Iteration 5F: 3 clusters Score -2607236 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -2607947.000000 Penalty: 4953.985840
	Iteration 6F: 3 clusters Score -2607947 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -2608822.500000 Penalty: 4953.985840
	Iteration 7F: 3 clusters Score -2608822 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -2609754.000000 Penalty: 4953.985840
	Iteration 8F: 3 clusters Score -2609754 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -2610591.750000 Penalty: 4953.985840
	Iteration 9F: 3 clusters Score -2610592 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -2611200.250000 Penalty: 4953.985840
	Iteration 10Q: 3 clusters Score -2611200 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -2611640.250000 Penalty: 4953.985840
	Iteration 11Q: 3 clusters Score -2611640 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -2612001.500000 Penalty: 4953.985840
	Iteration 12Q: 3 clusters Score -2612002 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -2612289.250000 Penalty: 4953.985840
	Iteration 13Q: 3 clusters Score -2612289 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -2612498.250000 Penalty: 4953.985840
	Iteration 14Q: 3 clusters Score -2612498 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -2612662.000000 Penalty: 4953.985840
	Iteration 15Q: 3 clusters Score -2612662 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -2612771.250000 Penalty: 4953.985840
	Iteration 16Q: 3 clusters Score -2612771 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -2612854.750000 Penalty: 4953.985840
	Iteration 17Q: 3 clusters Score -2612855 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -2612915.500000 Penalty: 4953.985840
	Iteration 18Q: 3 clusters Score -2612916 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -2612947.000000 Penalty: 4953.985840
	Iteration 19Q: 3 clusters Score -2612947 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 21242 members 
Entering Unmasked Estep 
Score: -2612983.750000 Penalty: 4953.985840
	Iteration 20F: 3 clusters Score -2612984 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -2612995.500000 Penalty: 4953.985840
	Iteration 21Q: 3 clusters Score -2612996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 21280 members 
Entering Unmasked Estep 
Score: -2613007.500000 Penalty: 4953.985840
	Iteration 22Q: 3 clusters Score -2613008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -2613021.500000 Penalty: 4953.985840
	Iteration 23Q: 3 clusters Score -2613022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -2613030.750000 Penalty: 4953.985840
	Iteration 24Q: 3 clusters Score -2613031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -2613044.750000 Penalty: 4953.985840
	Iteration 25Q: 3 clusters Score -2613045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -2613052.750000 Penalty: 4953.985840
	Iteration 26Q: 3 clusters Score -2613053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -2613059.500000 Penalty: 4953.985840
	Iteration 27Q: 3 clusters Score -2613060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -2613062.500000 Penalty: 4953.985840
	Iteration 28Q: 3 clusters Score -2613062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 21336 members 
Entering Unmasked Estep 
Score: -2613068.000000 Penalty: 4953.985840
	Iteration 29Q: 3 clusters Score -2613068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -2613070.750000 Penalty: 4953.985840
	Iteration 30Q: 3 clusters Score -2613071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -2613079.250000 Penalty: 4953.985840
	Iteration 31Q: 3 clusters Score -2613079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -2613088.000000 Penalty: 4953.985840
	Iteration 32Q: 3 clusters Score -2613088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -2613095.500000 Penalty: 4953.985840
	Iteration 33Q: 3 clusters Score -2613096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -2613093.750000 Penalty: 4953.985840
	Iteration 34Q: 3 clusters Score -2613094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -2613095.000000 Penalty: 4953.985840
	Iteration 35Q: 3 clusters Score -2613095 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -2613099.500000 Penalty: 4953.985840
	Iteration 36Q: 3 clusters Score -2613100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -2613105.750000 Penalty: 4953.985840
	Iteration 37Q: 3 clusters Score -2613106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -2613111.000000 Penalty: 4953.985840
	Iteration 38Q: 3 clusters Score -2613111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -2613112.250000 Penalty: 4953.985840
	Iteration 39Q: 3 clusters Score -2613112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 21379 members 
Entering Unmasked Estep 
Score: -2613115.500000 Penalty: 4953.985840
	Iteration 40F: 3 clusters Score -2613116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -2613118.500000 Penalty: 4953.985840
	Iteration 41Q: 3 clusters Score -2613118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -2613118.500000 Penalty: 4953.985840
	Iteration 42F: 3 clusters Score -2613118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Entering Unmasked Estep 
Score: -160317.593750 Penalty: 1793.359131
	Iteration 0F: 2 clusters Score -160317.6 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 685 members 
Entering Unmasked Estep 
Score: -158137.515625 Penalty: 3586.718262
	Iteration 0F: 3 clusters Score -158137.5 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -158644.500000 Penalty: 3586.718262
	Iteration 1F: 3 clusters Score -158644.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -158883.093750 Penalty: 3586.718262
	Iteration 2F: 3 clusters Score -158883.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -159149.562500 Penalty: 3586.718262
	Iteration 3F: 3 clusters Score -159149.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -159355.906250 Penalty: 3586.718262
	Iteration 4F: 3 clusters Score -159355.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -159511.171875 Penalty: 3586.718262
	Iteration 5F: 3 clusters Score -159511.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -159630.812500 Penalty: 3586.718262
	Iteration 6Q: 3 clusters Score -159630.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -159714.734375 Penalty: 3586.718262
	Iteration 7Q: 3 clusters Score -159714.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -159779.046875 Penalty: 3586.718262
	Iteration 8Q: 3 clusters Score -159779 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -159826.453125 Penalty: 3586.718262
	Iteration 9Q: 3 clusters Score -159826.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -159860.921875 Penalty: 3586.718262
	Iteration 10Q: 3 clusters Score -159860.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -159889.984375 Penalty: 3586.718262
	Iteration 11Q: 3 clusters Score -159890 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -159906.593750 Penalty: 3586.718262
	Iteration 12Q: 3 clusters Score -159906.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -159912.312500 Penalty: 3586.718262
	Iteration 13Q: 3 clusters Score -159912.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -159913.750000 Penalty: 3586.718262
	Iteration 14Q: 3 clusters Score -159913.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -159914.968750 Penalty: 3586.718262
	Iteration 15Q: 3 clusters Score -159915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -159917.250000 Penalty: 3586.718262
	Iteration 16Q: 3 clusters Score -159917.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -159917.250000 Penalty: 3586.718262
	Iteration 17F: 3 clusters Score -159917.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Entering Unmasked Estep 
Score: -117282.976562 Penalty: 1716.081665
	Iteration 0F: 2 clusters Score -117283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -115312.773438 Penalty: 3432.163330
	Iteration 0F: 3 clusters Score -115312.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -115597.718750 Penalty: 3432.163330
	Iteration 1F: 3 clusters Score -115597.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -115730.718750 Penalty: 3432.163330
	Iteration 2F: 3 clusters Score -115730.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -115812.992188 Penalty: 3432.163330
	Iteration 3Q: 3 clusters Score -115813 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -115888.789062 Penalty: 3432.163330
	Iteration 4Q: 3 clusters Score -115888.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -115956.460938 Penalty: 3432.163330
	Iteration 5Q: 3 clusters Score -115956.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -116017.039062 Penalty: 3432.163330
	Iteration 6Q: 3 clusters Score -116017 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -116106.632812 Penalty: 3432.163330
	Iteration 7Q: 3 clusters Score -116106.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -116166.929688 Penalty: 3432.163330
	Iteration 8Q: 3 clusters Score -116166.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -116228.734375 Penalty: 3432.163330
	Iteration 9Q: 3 clusters Score -116228.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -116262.757812 Penalty: 3432.163330
	Iteration 10Q: 3 clusters Score -116262.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -116289.820312 Penalty: 3432.163330
	Iteration 11Q: 3 clusters Score -116289.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -116302.359375 Penalty: 3432.163330
	Iteration 12Q: 3 clusters Score -116302.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -116314.382812 Penalty: 3432.163330
	Iteration 13Q: 3 clusters Score -116314.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -116327.382812 Penalty: 3432.163330
	Iteration 14Q: 3 clusters Score -116327.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -116341.515625 Penalty: 3432.163330
	Iteration 15Q: 3 clusters Score -116341.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -116346.671875 Penalty: 3432.163330
	Iteration 16Q: 3 clusters Score -116346.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -116353.929688 Penalty: 3432.163330
	Iteration 17Q: 3 clusters Score -116353.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -116357.125000 Penalty: 3432.163330
	Iteration 18Q: 3 clusters Score -116357.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -116358.976562 Penalty: 3432.163330
	Iteration 19Q: 3 clusters Score -116359 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -116362.812500 Penalty: 3432.163330
	Iteration 20F: 3 clusters Score -116362.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -116366.734375 Penalty: 3432.163330
	Iteration 21Q: 3 clusters Score -116366.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -116369.828125 Penalty: 3432.163330
	Iteration 22Q: 3 clusters Score -116369.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -116373.429688 Penalty: 3432.163330
	Iteration 23Q: 3 clusters Score -116373.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -116382.898438 Penalty: 3432.163330
	Iteration 24Q: 3 clusters Score -116382.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -116393.281250 Penalty: 3432.163330
	Iteration 25Q: 3 clusters Score -116393.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -116397.804688 Penalty: 3432.163330
	Iteration 26Q: 3 clusters Score -116397.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -116407.085938 Penalty: 3432.163330
	Iteration 27Q: 3 clusters Score -116407.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -116413.859375 Penalty: 3432.163330
	Iteration 28Q: 3 clusters Score -116413.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -116416.351562 Penalty: 3432.163330
	Iteration 29Q: 3 clusters Score -116416.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -116419.500000 Penalty: 3432.163330
	Iteration 30Q: 3 clusters Score -116419.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -116422.742188 Penalty: 3432.163330
	Iteration 31Q: 3 clusters Score -116422.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -116426.234375 Penalty: 3432.163330
	Iteration 32Q: 3 clusters Score -116426.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -116432.921875 Penalty: 3432.163330
	Iteration 33Q: 3 clusters Score -116432.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -116440.796875 Penalty: 3432.163330
	Iteration 34Q: 3 clusters Score -116440.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -116448.585938 Penalty: 3432.163330
	Iteration 35Q: 3 clusters Score -116448.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -116458.171875 Penalty: 3432.163330
	Iteration 36Q: 3 clusters Score -116458.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -116471.296875 Penalty: 3432.163330
	Iteration 37Q: 3 clusters Score -116471.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -116479.500000 Penalty: 3432.163330
	Iteration 38Q: 3 clusters Score -116479.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -116484.992188 Penalty: 3432.163330
	Iteration 39Q: 3 clusters Score -116485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -116484.992188 Penalty: 3432.163330
	Iteration 40F: 3 clusters Score -116485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (172612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172612 members 
Entering Unmasked Estep 
Score: -21482444.000000 Penalty: 2990.582764
	Iteration 0F: 2 clusters Score -2.148244e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86253 members 
Mstep: Class 2 contains 86359 members 
Entering Unmasked Estep 
Score: -21368900.000000 Penalty: 5981.165527
	Iteration 0F: 3 clusters Score -2.13689e+07 nChanged 82732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87407 members 
Mstep: Class 2 contains 85205 members 
Entering Unmasked Estep 
Score: -21417722.000000 Penalty: 5981.165527
	Iteration 1F: 3 clusters Score -2.141772e+07 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88281 members 
Mstep: Class 2 contains 84331 members 
Entering Unmasked Estep 
Score: -21419274.000000 Penalty: 5981.165527
	Iteration 2Q: 3 clusters Score -2.141927e+07 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89603 members 
Mstep: Class 2 contains 83009 members 
Entering Unmasked Estep 
Score: -21421080.000000 Penalty: 5981.165527
	Iteration 3Q: 3 clusters Score -2.142108e+07 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91567 members 
Mstep: Class 2 contains 81045 members 
Entering Unmasked Estep 
Score: -21423632.000000 Penalty: 5981.165527
	Iteration 4Q: 3 clusters Score -2.142363e+07 nChanged 8296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94369 members 
Mstep: Class 2 contains 78243 members 
Entering Unmasked Estep 
Score: -21427250.000000 Penalty: 5981.165527
	Iteration 5Q: 3 clusters Score -2.142725e+07 nChanged 9480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97701 members 
Mstep: Class 2 contains 74911 members 
Entering Unmasked Estep 
Score: -21432722.000000 Penalty: 5981.165527
	Iteration 6F: 3 clusters Score -2.143272e+07 nChanged 10591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101612 members 
Mstep: Class 2 contains 71000 members 
Entering Unmasked Estep 
Score: -21439398.000000 Penalty: 5981.165527
	Iteration 7F: 3 clusters Score -2.14394e+07 nChanged 11089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105945 members 
Mstep: Class 2 contains 66667 members 
Entering Unmasked Estep 
Score: -21446976.000000 Penalty: 5981.165527
	Iteration 8F: 3 clusters Score -2.144698e+07 nChanged 10375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109870 members 
Mstep: Class 2 contains 62742 members 
Entering Unmasked Estep 
Score: -21454326.000000 Penalty: 5981.165527
	Iteration 9F: 3 clusters Score -2.145433e+07 nChanged 8607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113043 members 
Mstep: Class 2 contains 59569 members 
Entering Unmasked Estep 
Score: -21459312.000000 Penalty: 5981.165527
	Iteration 10Q: 3 clusters Score -2.145931e+07 nChanged 6442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115627 members 
Mstep: Class 2 contains 56985 members 
Entering Unmasked Estep 
Score: -21462146.000000 Penalty: 5981.165527
	Iteration 11Q: 3 clusters Score -2.146215e+07 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118088 members 
Mstep: Class 2 contains 54524 members 
Entering Unmasked Estep 
Score: -21463934.000000 Penalty: 5981.165527
	Iteration 12Q: 3 clusters Score -2.146393e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120524 members 
Mstep: Class 2 contains 52088 members 
Entering Unmasked Estep 
Score: -21465130.000000 Penalty: 5981.165527
	Iteration 13Q: 3 clusters Score -2.146513e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122937 members 
Mstep: Class 2 contains 49675 members 
Entering Unmasked Estep 
Score: -21466132.000000 Penalty: 5981.165527
	Iteration 14Q: 3 clusters Score -2.146613e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125407 members 
Mstep: Class 2 contains 47205 members 
Entering Unmasked Estep 
Score: -21467228.000000 Penalty: 5981.165527
	Iteration 15Q: 3 clusters Score -2.146723e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127822 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -21468262.000000 Penalty: 5981.165527
	Iteration 16Q: 3 clusters Score -2.146826e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130292 members 
Mstep: Class 2 contains 42320 members 
Entering Unmasked Estep 
Score: -21469418.000000 Penalty: 5981.165527
	Iteration 17Q: 3 clusters Score -2.146942e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132749 members 
Mstep: Class 2 contains 39863 members 
Entering Unmasked Estep 
Score: -21470568.000000 Penalty: 5981.165527
	Iteration 18Q: 3 clusters Score -2.147057e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135131 members 
Mstep: Class 2 contains 37481 members 
Entering Unmasked Estep 
Score: -21471684.000000 Penalty: 5981.165527
	Iteration 19Q: 3 clusters Score -2.147168e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137378 members 
Mstep: Class 2 contains 35234 members 
Entering Unmasked Estep 
Score: -21472872.000000 Penalty: 5981.165527
	Iteration 20F: 3 clusters Score -2.147287e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139476 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -21473818.000000 Penalty: 5981.165527
	Iteration 21Q: 3 clusters Score -2.147382e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141390 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -21474686.000000 Penalty: 5981.165527
	Iteration 22Q: 3 clusters Score -2.147469e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143069 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -21475350.000000 Penalty: 5981.165527
	Iteration 23Q: 3 clusters Score -2.147535e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144690 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
Score: -21475912.000000 Penalty: 5981.165527
	Iteration 24Q: 3 clusters Score -2.147591e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146221 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -21476560.000000 Penalty: 5981.165527
	Iteration 25Q: 3 clusters Score -2.147656e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147700 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -21477092.000000 Penalty: 5981.165527
	Iteration 26Q: 3 clusters Score -2.147709e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149119 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -21477500.000000 Penalty: 5981.165527
	Iteration 27Q: 3 clusters Score -2.14775e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150532 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -21478034.000000 Penalty: 5981.165527
	Iteration 28Q: 3 clusters Score -2.147803e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152005 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -21478466.000000 Penalty: 5981.165527
	Iteration 29Q: 3 clusters Score -2.147847e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153469 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -21478822.000000 Penalty: 5981.165527
	Iteration 30Q: 3 clusters Score -2.147882e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154906 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -21479198.000000 Penalty: 5981.165527
	Iteration 31Q: 3 clusters Score -2.14792e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156216 members 
Mstep: Class 2 contains 16396 members 
Entering Unmasked Estep 
Score: -21479502.000000 Penalty: 5981.165527
	Iteration 32Q: 3 clusters Score -2.14795e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157506 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -21479716.000000 Penalty: 5981.165527
	Iteration 33Q: 3 clusters Score -2.147972e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158778 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -21479902.000000 Penalty: 5981.165527
	Iteration 34Q: 3 clusters Score -2.14799e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160045 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -21480122.000000 Penalty: 5981.165527
	Iteration 35Q: 3 clusters Score -2.148012e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161276 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -21480302.000000 Penalty: 5981.165527
	Iteration 36Q: 3 clusters Score -2.14803e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162427 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -21480400.000000 Penalty: 5981.165527
	Iteration 37Q: 3 clusters Score -2.14804e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163460 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -21480672.000000 Penalty: 5981.165527
	Iteration 38Q: 3 clusters Score -2.148067e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164399 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -21480794.000000 Penalty: 5981.165527
	Iteration 39Q: 3 clusters Score -2.148079e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165228 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -21480894.000000 Penalty: 5981.165527
	Iteration 40F: 3 clusters Score -2.148089e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165961 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -21481056.000000 Penalty: 5981.165527
	Iteration 41Q: 3 clusters Score -2.148106e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166578 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -21481118.000000 Penalty: 5981.165527
	Iteration 42Q: 3 clusters Score -2.148112e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167108 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -21481172.000000 Penalty: 5981.165527
	Iteration 43Q: 3 clusters Score -2.148117e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167555 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -21481170.000000 Penalty: 5981.165527
	Iteration 44Q: 3 clusters Score -2.148117e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167954 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -21481104.000000 Penalty: 5981.165527
	Iteration 45Q: 3 clusters Score -2.14811e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168291 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -21481056.000000 Penalty: 5981.165527
	Iteration 46Q: 3 clusters Score -2.148106e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168582 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -21481064.000000 Penalty: 5981.165527
	Iteration 47Q: 3 clusters Score -2.148106e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168823 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -21481096.000000 Penalty: 5981.165527
	Iteration 48Q: 3 clusters Score -2.14811e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169025 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -21481100.000000 Penalty: 5981.165527
	Iteration 49Q: 3 clusters Score -2.14811e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169211 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -21481054.000000 Penalty: 5981.165527
	Iteration 50Q: 3 clusters Score -2.148105e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169373 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -21481026.000000 Penalty: 5981.165527
	Iteration 51Q: 3 clusters Score -2.148103e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169522 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -21480998.000000 Penalty: 5981.165527
	Iteration 52Q: 3 clusters Score -2.1481e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169649 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -21481004.000000 Penalty: 5981.165527
	Iteration 53Q: 3 clusters Score -2.1481e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169747 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -21480994.000000 Penalty: 5981.165527
	Iteration 54Q: 3 clusters Score -2.148099e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169831 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -21480960.000000 Penalty: 5981.165527
	Iteration 55Q: 3 clusters Score -2.148096e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169906 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -21480956.000000 Penalty: 5981.165527
	Iteration 56Q: 3 clusters Score -2.148096e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169980 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -21480948.000000 Penalty: 5981.165527
	Iteration 57Q: 3 clusters Score -2.148095e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170056 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -21480920.000000 Penalty: 5981.165527
	Iteration 58Q: 3 clusters Score -2.148092e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170109 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -21480930.000000 Penalty: 5981.165527
	Iteration 59Q: 3 clusters Score -2.148093e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170158 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -21480918.000000 Penalty: 5981.165527
	Iteration 60F: 3 clusters Score -2.148092e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170200 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -21480892.000000 Penalty: 5981.165527
	Iteration 61Q: 3 clusters Score -2.148089e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170238 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -21480872.000000 Penalty: 5981.165527
	Iteration 62Q: 3 clusters Score -2.148087e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170280 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -21480874.000000 Penalty: 5981.165527
	Iteration 63Q: 3 clusters Score -2.148087e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170312 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -21480868.000000 Penalty: 5981.165527
	Iteration 64Q: 3 clusters Score -2.148087e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170339 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -21480858.000000 Penalty: 5981.165527
	Iteration 65Q: 3 clusters Score -2.148086e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170366 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -21480874.000000 Penalty: 5981.165527
	Iteration 66Q: 3 clusters Score -2.148087e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170388 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -21480876.000000 Penalty: 5981.165527
	Iteration 67Q: 3 clusters Score -2.148088e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170404 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -21480878.000000 Penalty: 5981.165527
	Iteration 68Q: 3 clusters Score -2.148088e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170419 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -21480914.000000 Penalty: 5981.165527
	Iteration 69Q: 3 clusters Score -2.148091e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170435 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -21480898.000000 Penalty: 5981.165527
	Iteration 70Q: 3 clusters Score -2.14809e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170457 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -21480902.000000 Penalty: 5981.165527
	Iteration 71Q: 3 clusters Score -2.14809e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170484 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -21480896.000000 Penalty: 5981.165527
	Iteration 72Q: 3 clusters Score -2.14809e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170499 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -21480902.000000 Penalty: 5981.165527
	Iteration 73Q: 3 clusters Score -2.14809e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170511 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -21480908.000000 Penalty: 5981.165527
	Iteration 74Q: 3 clusters Score -2.148091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170514 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -21480896.000000 Penalty: 5981.165527
	Iteration 75Q: 3 clusters Score -2.14809e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170520 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -21480898.000000 Penalty: 5981.165527
	Iteration 76Q: 3 clusters Score -2.14809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170524 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -21480908.000000 Penalty: 5981.165527
	Iteration 77Q: 3 clusters Score -2.148091e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170528 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -21480894.000000 Penalty: 5981.165527
	Iteration 78Q: 3 clusters Score -2.148089e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170536 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -21480910.000000 Penalty: 5981.165527
	Iteration 79Q: 3 clusters Score -2.148091e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170543 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -21480910.000000 Penalty: 5981.165527
	Iteration 80F: 3 clusters Score -2.148091e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170549 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -21480914.000000 Penalty: 5981.165527
	Iteration 81Q: 3 clusters Score -2.148091e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170555 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -21480932.000000 Penalty: 5981.165527
	Iteration 82Q: 3 clusters Score -2.148093e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170562 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -21480910.000000 Penalty: 5981.165527
	Iteration 83Q: 3 clusters Score -2.148091e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170568 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -21480894.000000 Penalty: 5981.165527
	Iteration 84Q: 3 clusters Score -2.148089e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170572 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -21480904.000000 Penalty: 5981.165527
	Iteration 85Q: 3 clusters Score -2.14809e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170576 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -21480912.000000 Penalty: 5981.165527
	Iteration 86Q: 3 clusters Score -2.148091e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170580 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -21480912.000000 Penalty: 5981.165527
	Iteration 87Q: 3 clusters Score -2.148091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170583 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -21480914.000000 Penalty: 5981.165527
	Iteration 88Q: 3 clusters Score -2.148091e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170588 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -21480912.000000 Penalty: 5981.165527
	Iteration 89Q: 3 clusters Score -2.148091e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170592 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -21480910.000000 Penalty: 5981.165527
	Iteration 90Q: 3 clusters Score -2.148091e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170595 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -21480914.000000 Penalty: 5981.165527
	Iteration 91Q: 3 clusters Score -2.148091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170598 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -21480924.000000 Penalty: 5981.165527
	Iteration 92Q: 3 clusters Score -2.148092e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170605 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -21480924.000000 Penalty: 5981.165527
	Iteration 93Q: 3 clusters Score -2.148092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170610 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -21480938.000000 Penalty: 5981.165527
	Iteration 94Q: 3 clusters Score -2.148094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170611 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -21480940.000000 Penalty: 5981.165527
	Iteration 95Q: 3 clusters Score -2.148094e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170615 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -21480930.000000 Penalty: 5981.165527
	Iteration 96Q: 3 clusters Score -2.148093e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170619 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -21480932.000000 Penalty: 5981.165527
	Iteration 97Q: 3 clusters Score -2.148093e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170627 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -21480936.000000 Penalty: 5981.165527
	Iteration 98Q: 3 clusters Score -2.148094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170634 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -21480928.000000 Penalty: 5981.165527
	Iteration 99Q: 3 clusters Score -2.148093e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170637 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -21480936.000000 Penalty: 5981.165527
	Iteration 100F: 3 clusters Score -2.148094e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (61561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61561 members 
Entering Unmasked Estep 
Score: -7773147.000000 Penalty: 2734.890381
	Iteration 0F: 2 clusters Score -7773147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 30902 members 
Entering Unmasked Estep 
Score: -7731808.000000 Penalty: 5469.780762
	Iteration 0F: 3 clusters Score -7731808 nChanged 28604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -7747720.000000 Penalty: 5469.780762
	Iteration 1F: 3 clusters Score -7747720 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29262 members 
Mstep: Class 2 contains 32299 members 
Entering Unmasked Estep 
Score: -7748327.500000 Penalty: 5469.780762
	Iteration 2Q: 3 clusters Score -7748328 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 33039 members 
Entering Unmasked Estep 
Score: -7749087.500000 Penalty: 5469.780762
	Iteration 3Q: 3 clusters Score -7749088 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27440 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -7750078.500000 Penalty: 5469.780762
	Iteration 4Q: 3 clusters Score -7750078 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 35661 members 
Entering Unmasked Estep 
Score: -7751316.500000 Penalty: 5469.780762
	Iteration 5Q: 3 clusters Score -7751316 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 37628 members 
Entering Unmasked Estep 
Score: -7752891.500000 Penalty: 5469.780762
	Iteration 6Q: 3 clusters Score -7752892 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21374 members 
Mstep: Class 2 contains 40187 members 
Entering Unmasked Estep 
Score: -7754725.000000 Penalty: 5469.780762
	Iteration 7F: 3 clusters Score -7754725 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 43202 members 
Entering Unmasked Estep 
Score: -7756751.000000 Penalty: 5469.780762
	Iteration 8F: 3 clusters Score -7756751 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 46814 members 
Entering Unmasked Estep 
Score: -7759240.500000 Penalty: 5469.780762
	Iteration 9F: 3 clusters Score -7759240 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 50544 members 
Entering Unmasked Estep 
Score: -7761997.000000 Penalty: 5469.780762
	Iteration 10F: 3 clusters Score -7761997 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 54111 members 
Entering Unmasked Estep 
Score: -7764784.500000 Penalty: 5469.780762
	Iteration 11F: 3 clusters Score -7764784 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 56991 members 
Entering Unmasked Estep 
Score: -7767153.000000 Penalty: 5469.780762
	Iteration 12Q: 3 clusters Score -7767153 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 58935 members 
Entering Unmasked Estep 
Score: -7768737.000000 Penalty: 5469.780762
	Iteration 13Q: 3 clusters Score -7768737 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 60078 members 
Entering Unmasked Estep 
Score: -7769657.000000 Penalty: 5469.780762
	Iteration 14Q: 3 clusters Score -7769657 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 60672 members 
Entering Unmasked Estep 
Score: -7770178.500000 Penalty: 5469.780762
	Iteration 15Q: 3 clusters Score -7770178 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 60945 members 
Entering Unmasked Estep 
Score: -7770440.500000 Penalty: 5469.780762
	Iteration 16Q: 3 clusters Score -7770440 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 61076 members 
Entering Unmasked Estep 
Score: -7770548.000000 Penalty: 5469.780762
	Iteration 17Q: 3 clusters Score -7770548 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 61129 members 
Entering Unmasked Estep 
Score: -7770597.500000 Penalty: 5469.780762
	Iteration 18Q: 3 clusters Score -7770598 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 61155 members 
Entering Unmasked Estep 
Score: -7770641.500000 Penalty: 5469.780762
	Iteration 19Q: 3 clusters Score -7770642 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 61171 members 
Entering Unmasked Estep 
Score: -7770655.000000 Penalty: 5469.780762
	Iteration 20F: 3 clusters Score -7770655 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 61185 members 
Entering Unmasked Estep 
Score: -7770674.500000 Penalty: 5469.780762
	Iteration 21Q: 3 clusters Score -7770674 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 61197 members 
Entering Unmasked Estep 
Score: -7770682.000000 Penalty: 5469.780762
	Iteration 22Q: 3 clusters Score -7770682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 61201 members 
Entering Unmasked Estep 
Score: -7770688.500000 Penalty: 5469.780762
	Iteration 23Q: 3 clusters Score -7770688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 61205 members 
Entering Unmasked Estep 
Score: -7770697.500000 Penalty: 5469.780762
	Iteration 24Q: 3 clusters Score -7770698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 61213 members 
Entering Unmasked Estep 
Score: -7770706.000000 Penalty: 5469.780762
	Iteration 25Q: 3 clusters Score -7770706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 61219 members 
Entering Unmasked Estep 
Score: -7770714.500000 Penalty: 5469.780762
	Iteration 26Q: 3 clusters Score -7770714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 61224 members 
Entering Unmasked Estep 
Score: -7770722.000000 Penalty: 5469.780762
	Iteration 27Q: 3 clusters Score -7770722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 61233 members 
Entering Unmasked Estep 
Score: -7770733.500000 Penalty: 5469.780762
	Iteration 28Q: 3 clusters Score -7770734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 61241 members 
Entering Unmasked Estep 
Score: -7770738.500000 Penalty: 5469.780762
	Iteration 29Q: 3 clusters Score -7770738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 61245 members 
Entering Unmasked Estep 
Score: -7770751.500000 Penalty: 5469.780762
	Iteration 30Q: 3 clusters Score -7770752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 61251 members 
Entering Unmasked Estep 
Score: -7770756.000000 Penalty: 5469.780762
	Iteration 31Q: 3 clusters Score -7770756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 61254 members 
Entering Unmasked Estep 
Score: -7770766.000000 Penalty: 5469.780762
	Iteration 32Q: 3 clusters Score -7770766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 61256 members 
Entering Unmasked Estep 
Score: -7770766.500000 Penalty: 5469.780762
	Iteration 33Q: 3 clusters Score -7770766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 61257 members 
Entering Unmasked Estep 
Score: -7770770.000000 Penalty: 5469.780762
	Iteration 34Q: 3 clusters Score -7770770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 61257 members 
Entering Unmasked Estep 
Score: -7770770.000000 Penalty: 5469.780762
	Iteration 35F: 3 clusters Score -7770770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Entering Unmasked Estep 
Score: -283626.531250 Penalty: 1920.868042
	Iteration 0F: 2 clusters Score -283626.5 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 1154 members 
Entering Unmasked Estep 
Score: -280786.968750 Penalty: 3841.736084
	Iteration 0F: 3 clusters Score -280787 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -281347.625000 Penalty: 3841.736084
	Iteration 1F: 3 clusters Score -281347.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -281476.593750 Penalty: 3841.736084
	Iteration 2F: 3 clusters Score -281476.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -281550.562500 Penalty: 3841.736084
	Iteration 3Q: 3 clusters Score -281550.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -281601.906250 Penalty: 3841.736084
	Iteration 4Q: 3 clusters Score -281601.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -281634.906250 Penalty: 3841.736084
	Iteration 5Q: 3 clusters Score -281634.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -281658.718750 Penalty: 3841.736084
	Iteration 6Q: 3 clusters Score -281658.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -281673.125000 Penalty: 3841.736084
	Iteration 7Q: 3 clusters Score -281673.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -281684.812500 Penalty: 3841.736084
	Iteration 8Q: 3 clusters Score -281684.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -281695.968750 Penalty: 3841.736084
	Iteration 9Q: 3 clusters Score -281696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -281703.812500 Penalty: 3841.736084
	Iteration 10Q: 3 clusters Score -281703.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -281710.656250 Penalty: 3841.736084
	Iteration 11Q: 3 clusters Score -281710.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -281716.437500 Penalty: 3841.736084
	Iteration 12Q: 3 clusters Score -281716.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -281721.312500 Penalty: 3841.736084
	Iteration 13Q: 3 clusters Score -281721.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -281723.906250 Penalty: 3841.736084
	Iteration 14Q: 3 clusters Score -281723.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -281724.937500 Penalty: 3841.736084
	Iteration 15Q: 3 clusters Score -281724.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -281724.937500 Penalty: 3841.736084
	Iteration 16F: 3 clusters Score -281724.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43902 members 
Entering Unmasked Estep 
Score: -5551766.000000 Penalty: 2651.049316
	Iteration 0F: 2 clusters Score -5551766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -5522250.500000 Penalty: 5302.098633
	Iteration 0F: 3 clusters Score -5522250 nChanged 19963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 23305 members 
Entering Unmasked Estep 
Score: -5533156.500000 Penalty: 5302.098633
	Iteration 1F: 3 clusters Score -5533156 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -5533746.500000 Penalty: 5302.098633
	Iteration 2Q: 3 clusters Score -5533746 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -5534567.000000 Penalty: 5302.098633
	Iteration 3Q: 3 clusters Score -5534567 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -5535672.000000 Penalty: 5302.098633
	Iteration 4F: 3 clusters Score -5535672 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -5537436.500000 Penalty: 5302.098633
	Iteration 5F: 3 clusters Score -5537436 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -5539917.500000 Penalty: 5302.098633
	Iteration 6F: 3 clusters Score -5539918 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 35599 members 
Entering Unmasked Estep 
Score: -5542834.000000 Penalty: 5302.098633
	Iteration 7F: 3 clusters Score -5542834 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
Score: -5545178.500000 Penalty: 5302.098633
	Iteration 8F: 3 clusters Score -5545178 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 39340 members 
Entering Unmasked Estep 
Score: -5546797.500000 Penalty: 5302.098633
	Iteration 9Q: 3 clusters Score -5546798 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 40051 members 
Entering Unmasked Estep 
Score: -5547710.500000 Penalty: 5302.098633
	Iteration 10Q: 3 clusters Score -5547710 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 40426 members 
Entering Unmasked Estep 
Score: -5548241.000000 Penalty: 5302.098633
	Iteration 11Q: 3 clusters Score -5548241 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 40644 members 
Entering Unmasked Estep 
Score: -5548525.000000 Penalty: 5302.098633
	Iteration 12Q: 3 clusters Score -5548525 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -5548664.000000 Penalty: 5302.098633
	Iteration 13Q: 3 clusters Score -5548664 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 40946 members 
Entering Unmasked Estep 
Score: -5548809.500000 Penalty: 5302.098633
	Iteration 14Q: 3 clusters Score -5548810 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 41069 members 
Entering Unmasked Estep 
Score: -5548897.000000 Penalty: 5302.098633
	Iteration 15Q: 3 clusters Score -5548897 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 41176 members 
Entering Unmasked Estep 
Score: -5548983.500000 Penalty: 5302.098633
	Iteration 16Q: 3 clusters Score -5548984 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 41267 members 
Entering Unmasked Estep 
Score: -5549037.500000 Penalty: 5302.098633
	Iteration 17Q: 3 clusters Score -5549038 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 41358 members 
Entering Unmasked Estep 
Score: -5549076.500000 Penalty: 5302.098633
	Iteration 18Q: 3 clusters Score -5549076 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -5549101.000000 Penalty: 5302.098633
	Iteration 19Q: 3 clusters Score -5549101 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 41498 members 
Entering Unmasked Estep 
Score: -5549135.000000 Penalty: 5302.098633
	Iteration 20F: 3 clusters Score -5549135 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 41560 members 
Entering Unmasked Estep 
Score: -5549156.500000 Penalty: 5302.098633
	Iteration 21Q: 3 clusters Score -5549156 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 41607 members 
Entering Unmasked Estep 
Score: -5549175.500000 Penalty: 5302.098633
	Iteration 22Q: 3 clusters Score -5549176 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -5549184.500000 Penalty: 5302.098633
	Iteration 23Q: 3 clusters Score -5549184 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 41687 members 
Entering Unmasked Estep 
Score: -5549209.500000 Penalty: 5302.098633
	Iteration 24Q: 3 clusters Score -5549210 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
Score: -5549219.000000 Penalty: 5302.098633
	Iteration 25Q: 3 clusters Score -5549219 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 41765 members 
Entering Unmasked Estep 
Score: -5549222.000000 Penalty: 5302.098633
	Iteration 26Q: 3 clusters Score -5549222 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 41783 members 
Entering Unmasked Estep 
Score: -5549224.000000 Penalty: 5302.098633
	Iteration 27Q: 3 clusters Score -5549224 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 41797 members 
Entering Unmasked Estep 
Score: -5549233.500000 Penalty: 5302.098633
	Iteration 28Q: 3 clusters Score -5549234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 41811 members 
Entering Unmasked Estep 
Score: -5549220.000000 Penalty: 5302.098633
	Iteration 29Q: 3 clusters Score -5549220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 41825 members 
Entering Unmasked Estep 
Score: -5549233.000000 Penalty: 5302.098633
	Iteration 30Q: 3 clusters Score -5549233 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 41836 members 
Entering Unmasked Estep 
Score: -5549224.500000 Penalty: 5302.098633
	Iteration 31Q: 3 clusters Score -5549224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 41853 members 
Entering Unmasked Estep 
Score: -5549238.000000 Penalty: 5302.098633
	Iteration 32Q: 3 clusters Score -5549238 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 41870 members 
Entering Unmasked Estep 
Score: -5549242.000000 Penalty: 5302.098633
	Iteration 33Q: 3 clusters Score -5549242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 41887 members 
Entering Unmasked Estep 
Score: -5549238.500000 Penalty: 5302.098633
	Iteration 34Q: 3 clusters Score -5549238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 41895 members 
Entering Unmasked Estep 
Score: -5549233.000000 Penalty: 5302.098633
	Iteration 35Q: 3 clusters Score -5549233 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -5549235.000000 Penalty: 5302.098633
	Iteration 36Q: 3 clusters Score -5549235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 41917 members 
Entering Unmasked Estep 
Score: -5549223.500000 Penalty: 5302.098633
	Iteration 37Q: 3 clusters Score -5549224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 41928 members 
Entering Unmasked Estep 
Score: -5549233.500000 Penalty: 5302.098633
	Iteration 38Q: 3 clusters Score -5549234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 41943 members 
Entering Unmasked Estep 
Score: -5549252.000000 Penalty: 5302.098633
	Iteration 39Q: 3 clusters Score -5549252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 41963 members 
Entering Unmasked Estep 
Score: -5549247.000000 Penalty: 5302.098633
	Iteration 40F: 3 clusters Score -5549247 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 41977 members 
Entering Unmasked Estep 
Score: -5549242.000000 Penalty: 5302.098633
	Iteration 41Q: 3 clusters Score -5549242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 41995 members 
Entering Unmasked Estep 
Score: -5549249.500000 Penalty: 5302.098633
	Iteration 42Q: 3 clusters Score -5549250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 42013 members 
Entering Unmasked Estep 
Score: -5549245.000000 Penalty: 5302.098633
	Iteration 43Q: 3 clusters Score -5549245 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 42034 members 
Entering Unmasked Estep 
Score: -5549259.000000 Penalty: 5302.098633
	Iteration 44Q: 3 clusters Score -5549259 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 42055 members 
Entering Unmasked Estep 
Score: -5549259.000000 Penalty: 5302.098633
	Iteration 45Q: 3 clusters Score -5549259 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 42072 members 
Entering Unmasked Estep 
Score: -5549270.500000 Penalty: 5302.098633
	Iteration 46Q: 3 clusters Score -5549270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 42086 members 
Entering Unmasked Estep 
Score: -5549257.500000 Penalty: 5302.098633
	Iteration 47Q: 3 clusters Score -5549258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 42096 members 
Entering Unmasked Estep 
Score: -5549266.500000 Penalty: 5302.098633
	Iteration 48Q: 3 clusters Score -5549266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 42108 members 
Entering Unmasked Estep 
Score: -5549277.000000 Penalty: 5302.098633
	Iteration 49Q: 3 clusters Score -5549277 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 42122 members 
Entering Unmasked Estep 
Score: -5549275.000000 Penalty: 5302.098633
	Iteration 50Q: 3 clusters Score -5549275 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 42138 members 
Entering Unmasked Estep 
Score: -5549273.500000 Penalty: 5302.098633
	Iteration 51Q: 3 clusters Score -5549274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 42158 members 
Entering Unmasked Estep 
Score: -5549291.000000 Penalty: 5302.098633
	Iteration 52Q: 3 clusters Score -5549291 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 42173 members 
Entering Unmasked Estep 
Score: -5549293.500000 Penalty: 5302.098633
	Iteration 53Q: 3 clusters Score -5549294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 42190 members 
Entering Unmasked Estep 
Score: -5549304.500000 Penalty: 5302.098633
	Iteration 54Q: 3 clusters Score -5549304 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 42206 members 
Entering Unmasked Estep 
Score: -5549305.500000 Penalty: 5302.098633
	Iteration 55Q: 3 clusters Score -5549306 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 42223 members 
Entering Unmasked Estep 
Score: -5549303.500000 Penalty: 5302.098633
	Iteration 56Q: 3 clusters Score -5549304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 42233 members 
Entering Unmasked Estep 
Score: -5549305.000000 Penalty: 5302.098633
	Iteration 57Q: 3 clusters Score -5549305 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 42244 members 
Entering Unmasked Estep 
Score: -5549306.000000 Penalty: 5302.098633
	Iteration 58Q: 3 clusters Score -5549306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 42256 members 
Entering Unmasked Estep 
Score: -5549309.500000 Penalty: 5302.098633
	Iteration 59Q: 3 clusters Score -5549310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 42271 members 
Entering Unmasked Estep 
Score: -5549332.500000 Penalty: 5302.098633
	Iteration 60F: 3 clusters Score -5549332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 42279 members 
Entering Unmasked Estep 
Score: -5549324.000000 Penalty: 5302.098633
	Iteration 61Q: 3 clusters Score -5549324 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 42289 members 
Entering Unmasked Estep 
Score: -5549325.000000 Penalty: 5302.098633
	Iteration 62Q: 3 clusters Score -5549325 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 42302 members 
Entering Unmasked Estep 
Score: -5549335.000000 Penalty: 5302.098633
	Iteration 63Q: 3 clusters Score -5549335 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 42315 members 
Entering Unmasked Estep 
Score: -5549350.000000 Penalty: 5302.098633
	Iteration 64Q: 3 clusters Score -5549350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 42329 members 
Entering Unmasked Estep 
Score: -5549348.500000 Penalty: 5302.098633
	Iteration 65Q: 3 clusters Score -5549348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 42346 members 
Entering Unmasked Estep 
Score: -5549350.500000 Penalty: 5302.098633
	Iteration 66Q: 3 clusters Score -5549350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 42357 members 
Entering Unmasked Estep 
Score: -5549351.500000 Penalty: 5302.098633
	Iteration 67Q: 3 clusters Score -5549352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 42362 members 
Entering Unmasked Estep 
Score: -5549350.000000 Penalty: 5302.098633
	Iteration 68Q: 3 clusters Score -5549350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 42364 members 
Entering Unmasked Estep 
Score: -5549347.500000 Penalty: 5302.098633
	Iteration 69Q: 3 clusters Score -5549348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 42364 members 
Entering Unmasked Estep 
Score: -5549347.500000 Penalty: 5302.098633
	Iteration 70F: 3 clusters Score -5549348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Entering Unmasked Estep 
Score: -657659.625000 Penalty: 2121.990479
	Iteration 0F: 2 clusters Score -657659.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -653007.500000 Penalty: 4243.980957
	Iteration 0F: 3 clusters Score -653007.5 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -654101.375000 Penalty: 4243.980957
	Iteration 1F: 3 clusters Score -654101.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -654300.625000 Penalty: 4243.980957
	Iteration 2F: 3 clusters Score -654300.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -654443.437500 Penalty: 4243.980957
	Iteration 3F: 3 clusters Score -654443.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -654535.187500 Penalty: 4243.980957
	Iteration 4Q: 3 clusters Score -654535.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -654601.750000 Penalty: 4243.980957
	Iteration 5Q: 3 clusters Score -654601.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -654659.187500 Penalty: 4243.980957
	Iteration 6Q: 3 clusters Score -654659.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -654705.812500 Penalty: 4243.980957
	Iteration 7Q: 3 clusters Score -654705.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -654741.062500 Penalty: 4243.980957
	Iteration 8Q: 3 clusters Score -654741.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -654766.750000 Penalty: 4243.980957
	Iteration 9Q: 3 clusters Score -654766.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -654795.625000 Penalty: 4243.980957
	Iteration 10Q: 3 clusters Score -654795.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -654817.687500 Penalty: 4243.980957
	Iteration 11Q: 3 clusters Score -654817.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -654846.750000 Penalty: 4243.980957
	Iteration 12Q: 3 clusters Score -654846.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -654877.187500 Penalty: 4243.980957
	Iteration 13Q: 3 clusters Score -654877.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -654900.812500 Penalty: 4243.980957
	Iteration 14Q: 3 clusters Score -654900.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -654924.375000 Penalty: 4243.980957
	Iteration 15Q: 3 clusters Score -654924.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -654955.812500 Penalty: 4243.980957
	Iteration 16Q: 3 clusters Score -654955.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -654994.125000 Penalty: 4243.980957
	Iteration 17Q: 3 clusters Score -654994.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -655029.437500 Penalty: 4243.980957
	Iteration 18Q: 3 clusters Score -655029.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -655071.562500 Penalty: 4243.980957
	Iteration 19Q: 3 clusters Score -655071.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -655116.000000 Penalty: 4243.980957
	Iteration 20F: 3 clusters Score -655116 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -655165.437500 Penalty: 4243.980957
	Iteration 21Q: 3 clusters Score -655165.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -655219.312500 Penalty: 4243.980957
	Iteration 22Q: 3 clusters Score -655219.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -655267.437500 Penalty: 4243.980957
	Iteration 23Q: 3 clusters Score -655267.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -655324.937500 Penalty: 4243.980957
	Iteration 24Q: 3 clusters Score -655324.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -655382.187500 Penalty: 4243.980957
	Iteration 25Q: 3 clusters Score -655382.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -655427.062500 Penalty: 4243.980957
	Iteration 26Q: 3 clusters Score -655427.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -655456.125000 Penalty: 4243.980957
	Iteration 27Q: 3 clusters Score -655456.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -655481.062500 Penalty: 4243.980957
	Iteration 28Q: 3 clusters Score -655481.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -655499.437500 Penalty: 4243.980957
	Iteration 29Q: 3 clusters Score -655499.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -655515.125000 Penalty: 4243.980957
	Iteration 30Q: 3 clusters Score -655515.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -655534.125000 Penalty: 4243.980957
	Iteration 31Q: 3 clusters Score -655534.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -655552.000000 Penalty: 4243.980957
	Iteration 32Q: 3 clusters Score -655552 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -655567.062500 Penalty: 4243.980957
	Iteration 33Q: 3 clusters Score -655567.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -655586.062500 Penalty: 4243.980957
	Iteration 34Q: 3 clusters Score -655586.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -655598.187500 Penalty: 4243.980957
	Iteration 35Q: 3 clusters Score -655598.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -655609.812500 Penalty: 4243.980957
	Iteration 36Q: 3 clusters Score -655609.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -655621.250000 Penalty: 4243.980957
	Iteration 37Q: 3 clusters Score -655621.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -655631.625000 Penalty: 4243.980957
	Iteration 38Q: 3 clusters Score -655631.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -655643.000000 Penalty: 4243.980957
	Iteration 39Q: 3 clusters Score -655643 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -655650.875000 Penalty: 4243.980957
	Iteration 40F: 3 clusters Score -655650.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -655660.125000 Penalty: 4243.980957
	Iteration 41Q: 3 clusters Score -655660.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -655671.250000 Penalty: 4243.980957
	Iteration 42Q: 3 clusters Score -655671.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -655680.125000 Penalty: 4243.980957
	Iteration 43Q: 3 clusters Score -655680.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -655686.062500 Penalty: 4243.980957
	Iteration 44Q: 3 clusters Score -655686.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -655690.187500 Penalty: 4243.980957
	Iteration 45Q: 3 clusters Score -655690.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -655692.937500 Penalty: 4243.980957
	Iteration 46Q: 3 clusters Score -655692.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -655695.250000 Penalty: 4243.980957
	Iteration 47Q: 3 clusters Score -655695.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -655702.375000 Penalty: 4243.980957
	Iteration 48Q: 3 clusters Score -655702.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -655707.375000 Penalty: 4243.980957
	Iteration 49Q: 3 clusters Score -655707.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -655715.687500 Penalty: 4243.980957
	Iteration 50Q: 3 clusters Score -655715.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -655721.500000 Penalty: 4243.980957
	Iteration 51Q: 3 clusters Score -655721.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -655725.187500 Penalty: 4243.980957
	Iteration 52Q: 3 clusters Score -655725.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -655730.937500 Penalty: 4243.980957
	Iteration 53Q: 3 clusters Score -655730.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -655735.250000 Penalty: 4243.980957
	Iteration 54Q: 3 clusters Score -655735.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -655736.437500 Penalty: 4243.980957
	Iteration 55Q: 3 clusters Score -655736.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -655738.687500 Penalty: 4243.980957
	Iteration 56Q: 3 clusters Score -655738.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -655739.875000 Penalty: 4243.980957
	Iteration 57Q: 3 clusters Score -655739.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -655742.312500 Penalty: 4243.980957
	Iteration 58Q: 3 clusters Score -655742.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -655743.562500 Penalty: 4243.980957
	Iteration 59Q: 3 clusters Score -655743.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -655744.250000 Penalty: 4243.980957
	Iteration 60F: 3 clusters Score -655744.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -655744.312500 Penalty: 4243.980957
	Iteration 61Q: 3 clusters Score -655744.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -655745.562500 Penalty: 4243.980957
	Iteration 62Q: 3 clusters Score -655745.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -655745.562500 Penalty: 4243.980957
	Iteration 63F: 3 clusters Score -655745.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (33474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Entering Unmasked Estep 
Score: -4200657.000000 Penalty: 2583.794189
	Iteration 0F: 2 clusters Score -4200657 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -4177804.000000 Penalty: 5167.588379
	Iteration 0F: 3 clusters Score -4177804 nChanged 15080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -4186204.750000 Penalty: 5167.588379
	Iteration 1F: 3 clusters Score -4186205 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 19213 members 
Entering Unmasked Estep 
Score: -4186935.750000 Penalty: 5167.588379
	Iteration 2F: 3 clusters Score -4186936 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -4187641.250000 Penalty: 5167.588379
	Iteration 3F: 3 clusters Score -4187641 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -4188494.250000 Penalty: 5167.588379
	Iteration 4F: 3 clusters Score -4188494 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -4189599.750000 Penalty: 5167.588379
	Iteration 5F: 3 clusters Score -4189600 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -4191170.750000 Penalty: 5167.588379
	Iteration 6F: 3 clusters Score -4191171 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -4193110.500000 Penalty: 5167.588379
	Iteration 7F: 3 clusters Score -4193110 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -4195050.000000 Penalty: 5167.588379
	Iteration 8F: 3 clusters Score -4195050 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -4196621.000000 Penalty: 5167.588379
	Iteration 9Q: 3 clusters Score -4196621 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 32401 members 
Entering Unmasked Estep 
Score: -4197571.500000 Penalty: 5167.588379
	Iteration 10Q: 3 clusters Score -4197572 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 32857 members 
Entering Unmasked Estep 
Score: -4198005.000000 Penalty: 5167.588379
	Iteration 11Q: 3 clusters Score -4198005 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -4198166.000000 Penalty: 5167.588379
	Iteration 12Q: 3 clusters Score -4198166 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -4198265.500000 Penalty: 5167.588379
	Iteration 13Q: 3 clusters Score -4198266 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -4198324.500000 Penalty: 5167.588379
	Iteration 14Q: 3 clusters Score -4198324 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 33171 members 
Entering Unmasked Estep 
Score: -4198369.000000 Penalty: 5167.588379
	Iteration 15Q: 3 clusters Score -4198369 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -4198393.500000 Penalty: 5167.588379
	Iteration 16Q: 3 clusters Score -4198394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -4198407.000000 Penalty: 5167.588379
	Iteration 17Q: 3 clusters Score -4198407 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -4198423.500000 Penalty: 5167.588379
	Iteration 18Q: 3 clusters Score -4198424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -4198436.000000 Penalty: 5167.588379
	Iteration 19Q: 3 clusters Score -4198436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -4198442.000000 Penalty: 5167.588379
	Iteration 20F: 3 clusters Score -4198442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 33211 members 
Entering Unmasked Estep 
Score: -4198450.000000 Penalty: 5167.588379
	Iteration 21Q: 3 clusters Score -4198450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 33215 members 
Entering Unmasked Estep 
Score: -4198455.000000 Penalty: 5167.588379
	Iteration 22Q: 3 clusters Score -4198455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 33218 members 
Entering Unmasked Estep 
Score: -4198457.000000 Penalty: 5167.588379
	Iteration 23Q: 3 clusters Score -4198457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 33219 members 
Entering Unmasked Estep 
Score: -4198457.000000 Penalty: 5167.588379
	Iteration 24Q: 3 clusters Score -4198457 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 33219 members 
Entering Unmasked Estep 
Score: -4198457.000000 Penalty: 5167.588379
	Iteration 25F: 3 clusters Score -4198457 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Entering Unmasked Estep 
Score: -292790.968750 Penalty: 1931.887329
	Iteration 0F: 2 clusters Score -292791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -289854.750000 Penalty: 3863.774658
	Iteration 0F: 3 clusters Score -289854.8 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -290477.593750 Penalty: 3863.774658
	Iteration 1F: 3 clusters Score -290477.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -290639.343750 Penalty: 3863.774658
	Iteration 2F: 3 clusters Score -290639.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -290747.875000 Penalty: 3863.774658
	Iteration 3F: 3 clusters Score -290747.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -290810.937500 Penalty: 3863.774658
	Iteration 4Q: 3 clusters Score -290810.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -290848.500000 Penalty: 3863.774658
	Iteration 5Q: 3 clusters Score -290848.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -290879.125000 Penalty: 3863.774658
	Iteration 6Q: 3 clusters Score -290879.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -290910.562500 Penalty: 3863.774658
	Iteration 7Q: 3 clusters Score -290910.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -290944.781250 Penalty: 3863.774658
	Iteration 8Q: 3 clusters Score -290944.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -290995.593750 Penalty: 3863.774658
	Iteration 9Q: 3 clusters Score -290995.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -291031.468750 Penalty: 3863.774658
	Iteration 10Q: 3 clusters Score -291031.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -291076.687500 Penalty: 3863.774658
	Iteration 11Q: 3 clusters Score -291076.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -291134.375000 Penalty: 3863.774658
	Iteration 12Q: 3 clusters Score -291134.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -291209.187500 Penalty: 3863.774658
	Iteration 13Q: 3 clusters Score -291209.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -291286.437500 Penalty: 3863.774658
	Iteration 14Q: 3 clusters Score -291286.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -291340.031250 Penalty: 3863.774658
	Iteration 15Q: 3 clusters Score -291340 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -291401.562500 Penalty: 3863.774658
	Iteration 16Q: 3 clusters Score -291401.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -291442.000000 Penalty: 3863.774658
	Iteration 17Q: 3 clusters Score -291442 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -291464.875000 Penalty: 3863.774658
	Iteration 18Q: 3 clusters Score -291464.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -291480.156250 Penalty: 3863.774658
	Iteration 19Q: 3 clusters Score -291480.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -291497.281250 Penalty: 3863.774658
	Iteration 20F: 3 clusters Score -291497.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -291513.437500 Penalty: 3863.774658
	Iteration 21Q: 3 clusters Score -291513.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -291523.375000 Penalty: 3863.774658
	Iteration 22Q: 3 clusters Score -291523.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -291529.718750 Penalty: 3863.774658
	Iteration 23Q: 3 clusters Score -291529.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -291533.937500 Penalty: 3863.774658
	Iteration 24Q: 3 clusters Score -291533.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -291537.062500 Penalty: 3863.774658
	Iteration 25Q: 3 clusters Score -291537.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -291537.843750 Penalty: 3863.774658
	Iteration 26Q: 3 clusters Score -291537.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -291541.312500 Penalty: 3863.774658
	Iteration 27Q: 3 clusters Score -291541.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -291545.468750 Penalty: 3863.774658
	Iteration 28Q: 3 clusters Score -291545.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -291547.250000 Penalty: 3863.774658
	Iteration 29Q: 3 clusters Score -291547.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -291552.562500 Penalty: 3863.774658
	Iteration 30Q: 3 clusters Score -291552.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -291557.875000 Penalty: 3863.774658
	Iteration 31Q: 3 clusters Score -291557.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -291562.562500 Penalty: 3863.774658
	Iteration 32Q: 3 clusters Score -291562.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -291565.968750 Penalty: 3863.774658
	Iteration 33Q: 3 clusters Score -291566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -291569.218750 Penalty: 3863.774658
	Iteration 34Q: 3 clusters Score -291569.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -291570.968750 Penalty: 3863.774658
	Iteration 35Q: 3 clusters Score -291571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -291574.156250 Penalty: 3863.774658
	Iteration 36Q: 3 clusters Score -291574.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -291578.750000 Penalty: 3863.774658
	Iteration 37Q: 3 clusters Score -291578.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -291582.312500 Penalty: 3863.774658
	Iteration 38Q: 3 clusters Score -291582.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -291586.281250 Penalty: 3863.774658
	Iteration 39Q: 3 clusters Score -291586.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -291589.468750 Penalty: 3863.774658
	Iteration 40F: 3 clusters Score -291589.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -291591.843750 Penalty: 3863.774658
	Iteration 41Q: 3 clusters Score -291591.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -291598.375000 Penalty: 3863.774658
	Iteration 42Q: 3 clusters Score -291598.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -291599.968750 Penalty: 3863.774658
	Iteration 43Q: 3 clusters Score -291600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -291601.781250 Penalty: 3863.774658
	Iteration 44Q: 3 clusters Score -291601.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -291604.437500 Penalty: 3863.774658
	Iteration 45Q: 3 clusters Score -291604.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -291606.062500 Penalty: 3863.774658
	Iteration 46Q: 3 clusters Score -291606.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -291608.968750 Penalty: 3863.774658
	Iteration 47Q: 3 clusters Score -291609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -291611.281250 Penalty: 3863.774658
	Iteration 48Q: 3 clusters Score -291611.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -291615.093750 Penalty: 3863.774658
	Iteration 49Q: 3 clusters Score -291615.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -291618.031250 Penalty: 3863.774658
	Iteration 50Q: 3 clusters Score -291618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -291621.812500 Penalty: 3863.774658
	Iteration 51Q: 3 clusters Score -291621.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -291626.781250 Penalty: 3863.774658
	Iteration 52Q: 3 clusters Score -291626.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -291628.968750 Penalty: 3863.774658
	Iteration 53Q: 3 clusters Score -291629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -291629.468750 Penalty: 3863.774658
	Iteration 54Q: 3 clusters Score -291629.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -291630.812500 Penalty: 3863.774658
	Iteration 55Q: 3 clusters Score -291630.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -291633.968750 Penalty: 3863.774658
	Iteration 56Q: 3 clusters Score -291634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -291636.531250 Penalty: 3863.774658
	Iteration 57Q: 3 clusters Score -291636.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -291642.593750 Penalty: 3863.774658
	Iteration 58Q: 3 clusters Score -291642.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -291647.000000 Penalty: 3863.774658
	Iteration 59Q: 3 clusters Score -291647 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -291657.875000 Penalty: 3863.774658
	Iteration 60F: 3 clusters Score -291657.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -291669.375000 Penalty: 3863.774658
	Iteration 61Q: 3 clusters Score -291669.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -291676.656250 Penalty: 3863.774658
	Iteration 62Q: 3 clusters Score -291676.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -291683.281250 Penalty: 3863.774658
	Iteration 63Q: 3 clusters Score -291683.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -291690.000000 Penalty: 3863.774658
	Iteration 64Q: 3 clusters Score -291690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -291696.062500 Penalty: 3863.774658
	Iteration 65Q: 3 clusters Score -291696.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -291700.687500 Penalty: 3863.774658
	Iteration 66Q: 3 clusters Score -291700.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -291703.906250 Penalty: 3863.774658
	Iteration 67Q: 3 clusters Score -291703.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -291708.718750 Penalty: 3863.774658
	Iteration 68Q: 3 clusters Score -291708.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -291715.218750 Penalty: 3863.774658
	Iteration 69Q: 3 clusters Score -291715.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -291722.906250 Penalty: 3863.774658
	Iteration 70Q: 3 clusters Score -291722.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -291725.750000 Penalty: 3863.774658
	Iteration 71Q: 3 clusters Score -291725.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -291729.312500 Penalty: 3863.774658
	Iteration 72Q: 3 clusters Score -291729.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -291735.156250 Penalty: 3863.774658
	Iteration 73Q: 3 clusters Score -291735.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -291754.062500 Penalty: 3863.774658
	Iteration 74Q: 3 clusters Score -291754.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -291773.468750 Penalty: 3863.774658
	Iteration 75Q: 3 clusters Score -291773.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -291787.843750 Penalty: 3863.774658
	Iteration 76Q: 3 clusters Score -291787.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -291808.937500 Penalty: 3863.774658
	Iteration 77Q: 3 clusters Score -291808.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -291837.000000 Penalty: 3863.774658
	Iteration 78Q: 3 clusters Score -291837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -291852.843750 Penalty: 3863.774658
	Iteration 79Q: 3 clusters Score -291852.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -291860.656250 Penalty: 3863.774658
	Iteration 80F: 3 clusters Score -291860.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -291868.437500 Penalty: 3863.774658
	Iteration 81Q: 3 clusters Score -291868.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -291884.625000 Penalty: 3863.774658
	Iteration 82Q: 3 clusters Score -291884.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -291893.156250 Penalty: 3863.774658
	Iteration 83Q: 3 clusters Score -291893.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -291899.093750 Penalty: 3863.774658
	Iteration 84Q: 3 clusters Score -291899.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -291901.875000 Penalty: 3863.774658
	Iteration 85Q: 3 clusters Score -291901.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -291902.687500 Penalty: 3863.774658
	Iteration 86Q: 3 clusters Score -291902.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -291903.687500 Penalty: 3863.774658
	Iteration 87Q: 3 clusters Score -291903.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -291905.562500 Penalty: 3863.774658
	Iteration 88Q: 3 clusters Score -291905.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -291907.468750 Penalty: 3863.774658
	Iteration 89Q: 3 clusters Score -291907.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -291909.406250 Penalty: 3863.774658
	Iteration 90Q: 3 clusters Score -291909.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -291912.000000 Penalty: 3863.774658
	Iteration 91Q: 3 clusters Score -291912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -291915.968750 Penalty: 3863.774658
	Iteration 92Q: 3 clusters Score -291916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -291919.937500 Penalty: 3863.774658
	Iteration 93Q: 3 clusters Score -291919.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -291925.687500 Penalty: 3863.774658
	Iteration 94Q: 3 clusters Score -291925.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -291926.906250 Penalty: 3863.774658
	Iteration 95Q: 3 clusters Score -291926.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -291926.906250 Penalty: 3863.774658
	Iteration 96F: 3 clusters Score -291926.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14186 members 
Entering Unmasked Estep 
Score: -1766469.625000 Penalty: 2370.882812
	Iteration 0F: 2 clusters Score -1766470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1756221.250000 Penalty: 4741.765625
	Iteration 0F: 3 clusters Score -1756221 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1759494.000000 Penalty: 4741.765625
	Iteration 1F: 3 clusters Score -1759494 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1759994.625000 Penalty: 4741.765625
	Iteration 2F: 3 clusters Score -1759995 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -1760549.875000 Penalty: 4741.765625
	Iteration 3F: 3 clusters Score -1760550 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1761168.625000 Penalty: 4741.765625
	Iteration 4F: 3 clusters Score -1761169 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1761832.625000 Penalty: 4741.765625
	Iteration 5F: 3 clusters Score -1761833 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1762411.500000 Penalty: 4741.765625
	Iteration 6F: 3 clusters Score -1762412 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1762964.875000 Penalty: 4741.765625
	Iteration 7Q: 3 clusters Score -1762965 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1763399.875000 Penalty: 4741.765625
	Iteration 8Q: 3 clusters Score -1763400 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -1763737.000000 Penalty: 4741.765625
	Iteration 9Q: 3 clusters Score -1763737 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1763979.375000 Penalty: 4741.765625
	Iteration 10Q: 3 clusters Score -1763979 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1764131.750000 Penalty: 4741.765625
	Iteration 11Q: 3 clusters Score -1764132 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -1764282.375000 Penalty: 4741.765625
	Iteration 12Q: 3 clusters Score -1764282 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -1764387.750000 Penalty: 4741.765625
	Iteration 13Q: 3 clusters Score -1764388 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -1764452.625000 Penalty: 4741.765625
	Iteration 14Q: 3 clusters Score -1764453 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -1764503.250000 Penalty: 4741.765625
	Iteration 15Q: 3 clusters Score -1764503 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1764541.250000 Penalty: 4741.765625
	Iteration 16Q: 3 clusters Score -1764541 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1764570.750000 Penalty: 4741.765625
	Iteration 17Q: 3 clusters Score -1764571 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1764599.250000 Penalty: 4741.765625
	Iteration 18Q: 3 clusters Score -1764599 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1764623.500000 Penalty: 4741.765625
	Iteration 19Q: 3 clusters Score -1764624 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1764644.875000 Penalty: 4741.765625
	Iteration 20F: 3 clusters Score -1764645 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -1764665.375000 Penalty: 4741.765625
	Iteration 21Q: 3 clusters Score -1764665 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1764678.000000 Penalty: 4741.765625
	Iteration 22Q: 3 clusters Score -1764678 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1764696.125000 Penalty: 4741.765625
	Iteration 23Q: 3 clusters Score -1764696 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1764725.250000 Penalty: 4741.765625
	Iteration 24Q: 3 clusters Score -1764725 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1764738.000000 Penalty: 4741.765625
	Iteration 25Q: 3 clusters Score -1764738 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -1764739.500000 Penalty: 4741.765625
	Iteration 26Q: 3 clusters Score -1764740 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1764753.750000 Penalty: 4741.765625
	Iteration 27Q: 3 clusters Score -1764754 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -1764764.750000 Penalty: 4741.765625
	Iteration 28Q: 3 clusters Score -1764765 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1764770.500000 Penalty: 4741.765625
	Iteration 29Q: 3 clusters Score -1764770 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1764785.250000 Penalty: 4741.765625
	Iteration 30Q: 3 clusters Score -1764785 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1764789.500000 Penalty: 4741.765625
	Iteration 31Q: 3 clusters Score -1764790 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1764792.000000 Penalty: 4741.765625
	Iteration 32Q: 3 clusters Score -1764792 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1764801.750000 Penalty: 4741.765625
	Iteration 33Q: 3 clusters Score -1764802 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1764808.625000 Penalty: 4741.765625
	Iteration 34Q: 3 clusters Score -1764809 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1764819.625000 Penalty: 4741.765625
	Iteration 35Q: 3 clusters Score -1764820 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1764822.750000 Penalty: 4741.765625
	Iteration 36Q: 3 clusters Score -1764823 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1764821.500000 Penalty: 4741.765625
	Iteration 37Q: 3 clusters Score -1764822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1764820.625000 Penalty: 4741.765625
	Iteration 38Q: 3 clusters Score -1764821 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1764827.875000 Penalty: 4741.765625
	Iteration 39Q: 3 clusters Score -1764828 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1764829.000000 Penalty: 4741.765625
	Iteration 40F: 3 clusters Score -1764829 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1764833.625000 Penalty: 4741.765625
	Iteration 41Q: 3 clusters Score -1764834 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1764836.125000 Penalty: 4741.765625
	Iteration 42Q: 3 clusters Score -1764836 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -1764842.750000 Penalty: 4741.765625
	Iteration 43Q: 3 clusters Score -1764843 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1764854.750000 Penalty: 4741.765625
	Iteration 44Q: 3 clusters Score -1764855 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -1764863.625000 Penalty: 4741.765625
	Iteration 45Q: 3 clusters Score -1764864 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1764865.500000 Penalty: 4741.765625
	Iteration 46Q: 3 clusters Score -1764866 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1764868.250000 Penalty: 4741.765625
	Iteration 47Q: 3 clusters Score -1764868 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1764874.500000 Penalty: 4741.765625
	Iteration 48Q: 3 clusters Score -1764874 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1764874.375000 Penalty: 4741.765625
	Iteration 49Q: 3 clusters Score -1764874 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1764879.250000 Penalty: 4741.765625
	Iteration 50Q: 3 clusters Score -1764879 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1764879.625000 Penalty: 4741.765625
	Iteration 51Q: 3 clusters Score -1764880 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1764885.750000 Penalty: 4741.765625
	Iteration 52Q: 3 clusters Score -1764886 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1764894.250000 Penalty: 4741.765625
	Iteration 53Q: 3 clusters Score -1764894 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1764892.625000 Penalty: 4741.765625
	Iteration 54Q: 3 clusters Score -1764893 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1764895.125000 Penalty: 4741.765625
	Iteration 55Q: 3 clusters Score -1764895 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1764896.000000 Penalty: 4741.765625
	Iteration 56Q: 3 clusters Score -1764896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1764900.000000 Penalty: 4741.765625
	Iteration 57Q: 3 clusters Score -1764900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1764900.375000 Penalty: 4741.765625
	Iteration 58Q: 3 clusters Score -1764900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1764903.625000 Penalty: 4741.765625
	Iteration 59Q: 3 clusters Score -1764904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1764901.000000 Penalty: 4741.765625
	Iteration 60F: 3 clusters Score -1764901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1764908.125000 Penalty: 4741.765625
	Iteration 61Q: 3 clusters Score -1764908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1764907.250000 Penalty: 4741.765625
	Iteration 62Q: 3 clusters Score -1764907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1764910.375000 Penalty: 4741.765625
	Iteration 63Q: 3 clusters Score -1764910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1764909.875000 Penalty: 4741.765625
	Iteration 64Q: 3 clusters Score -1764910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1764909.875000 Penalty: 4741.765625
	Iteration 65F: 3 clusters Score -1764910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Entering Unmasked Estep 
Score: -262638.593750 Penalty: 1907.190918
	Iteration 0F: 2 clusters Score -262638.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -259834.906250 Penalty: 3814.381836
	Iteration 0F: 3 clusters Score -259834.9 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -260360.062500 Penalty: 3814.381836
	Iteration 1F: 3 clusters Score -260360.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -260493.937500 Penalty: 3814.381836
	Iteration 2F: 3 clusters Score -260493.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -260567.000000 Penalty: 3814.381836
	Iteration 3Q: 3 clusters Score -260567 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -260607.187500 Penalty: 3814.381836
	Iteration 4Q: 3 clusters Score -260607.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -260634.031250 Penalty: 3814.381836
	Iteration 5Q: 3 clusters Score -260634 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -260646.734375 Penalty: 3814.381836
	Iteration 6Q: 3 clusters Score -260646.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -260659.765625 Penalty: 3814.381836
	Iteration 7Q: 3 clusters Score -260659.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -260678.562500 Penalty: 3814.381836
	Iteration 8Q: 3 clusters Score -260678.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -260690.062500 Penalty: 3814.381836
	Iteration 9Q: 3 clusters Score -260690.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -260696.812500 Penalty: 3814.381836
	Iteration 10Q: 3 clusters Score -260696.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -260700.578125 Penalty: 3814.381836
	Iteration 11Q: 3 clusters Score -260700.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -260703.390625 Penalty: 3814.381836
	Iteration 12Q: 3 clusters Score -260703.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -260706.609375 Penalty: 3814.381836
	Iteration 13Q: 3 clusters Score -260706.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -260710.125000 Penalty: 3814.381836
	Iteration 14Q: 3 clusters Score -260710.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -260711.328125 Penalty: 3814.381836
	Iteration 15Q: 3 clusters Score -260711.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -260714.109375 Penalty: 3814.381836
	Iteration 16Q: 3 clusters Score -260714.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -260718.390625 Penalty: 3814.381836
	Iteration 17Q: 3 clusters Score -260718.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -260722.359375 Penalty: 3814.381836
	Iteration 18Q: 3 clusters Score -260722.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -260728.921875 Penalty: 3814.381836
	Iteration 19Q: 3 clusters Score -260728.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -260736.109375 Penalty: 3814.381836
	Iteration 20F: 3 clusters Score -260736.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -260741.062500 Penalty: 3814.381836
	Iteration 21Q: 3 clusters Score -260741.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -260747.203125 Penalty: 3814.381836
	Iteration 22Q: 3 clusters Score -260747.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -260749.937500 Penalty: 3814.381836
	Iteration 23Q: 3 clusters Score -260749.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -260756.093750 Penalty: 3814.381836
	Iteration 24Q: 3 clusters Score -260756.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -260761.000000 Penalty: 3814.381836
	Iteration 25Q: 3 clusters Score -260761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -260767.734375 Penalty: 3814.381836
	Iteration 26Q: 3 clusters Score -260767.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -260771.781250 Penalty: 3814.381836
	Iteration 27Q: 3 clusters Score -260771.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -260775.656250 Penalty: 3814.381836
	Iteration 28Q: 3 clusters Score -260775.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -260778.468750 Penalty: 3814.381836
	Iteration 29Q: 3 clusters Score -260778.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -260779.562500 Penalty: 3814.381836
	Iteration 30Q: 3 clusters Score -260779.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -260780.625000 Penalty: 3814.381836
	Iteration 31Q: 3 clusters Score -260780.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -260783.875000 Penalty: 3814.381836
	Iteration 32Q: 3 clusters Score -260783.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -260785.453125 Penalty: 3814.381836
	Iteration 33Q: 3 clusters Score -260785.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -260785.453125 Penalty: 3814.381836
	Iteration 34F: 3 clusters Score -260785.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Entering Unmasked Estep 
Score: -243531.625000 Penalty: 1910.681519
	Iteration 0F: 2 clusters Score -243531.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -240864.703125 Penalty: 3821.363037
	Iteration 0F: 3 clusters Score -240864.7 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -241600.187500 Penalty: 3821.363037
	Iteration 1F: 3 clusters Score -241600.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -242027.781250 Penalty: 3821.363037
	Iteration 2F: 3 clusters Score -242027.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -242541.937500 Penalty: 3821.363037
	Iteration 3F: 3 clusters Score -242541.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -242987.406250 Penalty: 3821.363037
	Iteration 4F: 3 clusters Score -242987.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -243270.984375 Penalty: 3821.363037
	Iteration 5F: 3 clusters Score -243271 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -243370.718750 Penalty: 3821.363037
	Iteration 6Q: 3 clusters Score -243370.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -243415.265625 Penalty: 3821.363037
	Iteration 7Q: 3 clusters Score -243415.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -243436.484375 Penalty: 3821.363037
	Iteration 8Q: 3 clusters Score -243436.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -243448.812500 Penalty: 3821.363037
	Iteration 9Q: 3 clusters Score -243448.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -243461.203125 Penalty: 3821.363037
	Iteration 10Q: 3 clusters Score -243461.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -243470.203125 Penalty: 3821.363037
	Iteration 11Q: 3 clusters Score -243470.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -243476.843750 Penalty: 3821.363037
	Iteration 12Q: 3 clusters Score -243476.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -243482.375000 Penalty: 3821.363037
	Iteration 13Q: 3 clusters Score -243482.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -243486.406250 Penalty: 3821.363037
	Iteration 14Q: 3 clusters Score -243486.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -243488.328125 Penalty: 3821.363037
	Iteration 15Q: 3 clusters Score -243488.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -243490.125000 Penalty: 3821.363037
	Iteration 16Q: 3 clusters Score -243490.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -243490.125000 Penalty: 3821.363037
	Iteration 17F: 3 clusters Score -243490.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (54916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54916 members 
Entering Unmasked Estep 
Score: -6928689.500000 Penalty: 2706.562744
	Iteration 0F: 2 clusters Score -6928690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -6891819.000000 Penalty: 5413.125488
	Iteration 0F: 3 clusters Score -6891819 nChanged 25396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 27267 members 
Entering Unmasked Estep 
Score: -6905855.000000 Penalty: 5413.125488
	Iteration 1F: 3 clusters Score -6905855 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -6906285.500000 Penalty: 5413.125488
	Iteration 2Q: 3 clusters Score -6906286 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -6906728.500000 Penalty: 5413.125488
	Iteration 3Q: 3 clusters Score -6906728 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27677 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -6907107.500000 Penalty: 5413.125488
	Iteration 4Q: 3 clusters Score -6907108 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27673 members 
Mstep: Class 2 contains 27243 members 
Entering Unmasked Estep 
Score: -6907484.000000 Penalty: 5413.125488
	Iteration 5Q: 3 clusters Score -6907484 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 27231 members 
Entering Unmasked Estep 
Score: -6907891.000000 Penalty: 5413.125488
	Iteration 6Q: 3 clusters Score -6907891 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -6908370.500000 Penalty: 5413.125488
	Iteration 7Q: 3 clusters Score -6908370 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27699 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -6908910.000000 Penalty: 5413.125488
	Iteration 8Q: 3 clusters Score -6908910 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -6909582.000000 Penalty: 5413.125488
	Iteration 9Q: 3 clusters Score -6909582 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27837 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -6910363.500000 Penalty: 5413.125488
	Iteration 10Q: 3 clusters Score -6910364 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -6911351.500000 Penalty: 5413.125488
	Iteration 11Q: 3 clusters Score -6911352 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28401 members 
Mstep: Class 2 contains 26515 members 
Entering Unmasked Estep 
Score: -6912481.000000 Penalty: 5413.125488
	Iteration 12Q: 3 clusters Score -6912481 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -6913908.500000 Penalty: 5413.125488
	Iteration 13Q: 3 clusters Score -6913908 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29560 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -6915614.000000 Penalty: 5413.125488
	Iteration 14Q: 3 clusters Score -6915614 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30355 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -6917324.000000 Penalty: 5413.125488
	Iteration 15F: 3 clusters Score -6917324 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31284 members 
Mstep: Class 2 contains 23632 members 
Entering Unmasked Estep 
Score: -6918964.000000 Penalty: 5413.125488
	Iteration 16Q: 3 clusters Score -6918964 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32150 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -6920159.500000 Penalty: 5413.125488
	Iteration 17Q: 3 clusters Score -6920160 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32923 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -6920959.500000 Penalty: 5413.125488
	Iteration 18Q: 3 clusters Score -6920960 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33632 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -6921599.000000 Penalty: 5413.125488
	Iteration 19Q: 3 clusters Score -6921599 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34331 members 
Mstep: Class 2 contains 20585 members 
Entering Unmasked Estep 
Score: -6922152.000000 Penalty: 5413.125488
	Iteration 20F: 3 clusters Score -6922152 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34998 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -6922607.000000 Penalty: 5413.125488
	Iteration 21Q: 3 clusters Score -6922607 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -6922993.500000 Penalty: 5413.125488
	Iteration 22Q: 3 clusters Score -6922994 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36267 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -6923355.000000 Penalty: 5413.125488
	Iteration 23Q: 3 clusters Score -6923355 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -6923641.000000 Penalty: 5413.125488
	Iteration 24Q: 3 clusters Score -6923641 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37422 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -6923889.000000 Penalty: 5413.125488
	Iteration 25Q: 3 clusters Score -6923889 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37941 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -6924028.000000 Penalty: 5413.125488
	Iteration 26Q: 3 clusters Score -6924028 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38442 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -6924172.500000 Penalty: 5413.125488
	Iteration 27Q: 3 clusters Score -6924172 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38937 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -6924308.000000 Penalty: 5413.125488
	Iteration 28Q: 3 clusters Score -6924308 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39397 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -6924451.000000 Penalty: 5413.125488
	Iteration 29Q: 3 clusters Score -6924451 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39819 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -6924549.000000 Penalty: 5413.125488
	Iteration 30Q: 3 clusters Score -6924549 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40259 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -6924624.500000 Penalty: 5413.125488
	Iteration 31Q: 3 clusters Score -6924624 nChanged 434
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -6924738 nChanged 410
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41099 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -6924792 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41469 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -6924889 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41827 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -6924983.500000 Penalty: 5413.125488
	Iteration 35Q: 3 clusters Score -6924984 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42205 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -6925047.500000 Penalty: 5413.125488
	Iteration 36Q: 3 clusters Score -6925048 nChanged 340
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6925114 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42852 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6925157 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43123 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -6925211.000000 Penalty: 5413.125488
	Iteration 39Q: 3 clusters Score -6925211 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43376 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -6925246.500000 Penalty: 5413.125488
	Iteration 40F: 3 clusters Score -6925246 nChanged 254
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43630 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -6925286 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43873 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -6925334.500000 Penalty: 5413.125488
	Iteration 42Q: 3 clusters Score -6925334 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44121 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -6925392.500000 Penalty: 5413.125488
	Iteration 43Q: 3 clusters Score -6925392 nChanged 258
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44379 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -6925454 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44636 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -6925489 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44871 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -6925502 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45087 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -6925539.500000 Penalty: 5413.125488
	Iteration 47Q: 3 clusters Score -6925540 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45256 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -6925561.000000 Penalty: 5413.125488
	Iteration 48Q: 3 clusters Score -6925561 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45430 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -6925584 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45591 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -6925585.500000 Penalty: 5413.125488
	Iteration 50Q: 3 clusters Score -6925586 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45765 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -6925606.500000 Penalty: 5413.125488
	Iteration 51Q: 3 clusters Score -6925606 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45931 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -6925655.500000 Penalty: 5413.125488
	Iteration 52Q: 3 clusters Score -6925656 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46081 members 
Mstep: Class 2 contains 8835 members 
Entering Unmasked Estep 
Score: -6925671.500000 Penalty: 5413.125488
	Iteration 53Q: 3 clusters Score -6925672 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46231 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -6925695.500000 Penalty: 5413.125488
	Iteration 54Q: 3 clusters Score -6925696 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46381 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -6925726.500000 Penalty: 5413.125488
	Iteration 55Q: 3 clusters Score -6925726 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46525 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -6925734.500000 Penalty: 5413.125488
	Iteration 56Q: 3 clusters Score -6925734 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46674 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6925764 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46835 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -6925799.500000 Penalty: 5413.125488
	Iteration 58Q: 3 clusters Score -6925800 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47010 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -6925858.500000 Penalty: 5413.125488
	Iteration 59Q: 3 clusters Score -6925858 nChanged 174
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47182 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -6925860 nChanged 160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47340 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -6925884.500000 Penalty: 5413.125488
	Iteration 61Q: 3 clusters Score -6925884 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47469 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -6925901 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47573 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -6925926 nChanged 113
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47686 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -6925942 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47818 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -6925970 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 47953 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -6925974 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48084 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -6926011.500000 Penalty: 5413.125488
	Iteration 67Q: 3 clusters Score -6926012 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48233 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -6926058 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48376 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -6926070 nChanged 124
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Mstep: Class 1 contains 48498 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6926082 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48621 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6926100 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48726 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -6926108 nChanged 107
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48833 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -6926114.500000 Penalty: 5413.125488
	Iteration 73Q: 3 clusters Score -6926114 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 48938 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6926113 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49041 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -6926121.500000 Penalty: 5413.125488
	Iteration 75Q: 3 clusters Score -6926122 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49140 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -6926159.000000 Penalty: 5413.125488
	Iteration 76Q: 3 clusters Score -6926159 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49242 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -6926202.000000 Penalty: 5413.125488
	Iteration 77Q: 3 clusters Score -6926202 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49340 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -6926214.000000 Penalty: 5413.125488
	Iteration 78Q: 3 clusters Score -6926214 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49427 members 
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Entering Unmasked Estep 
Score: -6926210.500000 Penalty: 5413.125488
	Iteration 79Q: 3 clusters Score -6926210 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49500 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -6926219.000000 Penalty: 5413.125488
	Iteration 80F: 3 clusters Score -6926219 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49591 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6926248 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49672 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -6926259 nChanged 70
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Mstep: Class 1 contains 49740 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6926260 nChanged 62
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Mstep: Class 1 contains 49800 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6926260 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49854 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -6926284.000000 Penalty: 5413.125488
	Iteration 85Q: 3 clusters Score -6926284 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49902 members 
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Entering Unmasked Estep 
Score: -6926299.500000 Penalty: 5413.125488
	Iteration 86Q: 3 clusters Score -6926300 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 49959 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -6926302.500000 Penalty: 5413.125488
	Iteration 87Q: 3 clusters Score -6926302 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50014 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -6926289.500000 Penalty: 5413.125488
	Iteration 88Q: 3 clusters Score -6926290 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50067 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6926296 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50115 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -6926310.500000 Penalty: 5413.125488
	Iteration 90Q: 3 clusters Score -6926310 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50160 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6926296 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50195 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -6926306.500000 Penalty: 5413.125488
	Iteration 92Q: 3 clusters Score -6926306 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50234 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6926310 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50292 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -6926325.000000 Penalty: 5413.125488
	Iteration 94Q: 3 clusters Score -6926325 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50342 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -6926319.500000 Penalty: 5413.125488
	Iteration 95Q: 3 clusters Score -6926320 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50387 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -6926324.000000 Penalty: 5413.125488
	Iteration 96Q: 3 clusters Score -6926324 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50434 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -6926335.000000 Penalty: 5413.125488
	Iteration 97Q: 3 clusters Score -6926335 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50477 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -6926349.000000 Penalty: 5413.125488
	Iteration 98Q: 3 clusters Score -6926349 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50516 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6926346 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50553 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -6926348.500000 Penalty: 5413.125488
	Iteration 100F: 3 clusters Score -6926348 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50583 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -6926356.000000 Penalty: 5413.125488
	Iteration 101Q: 3 clusters Score -6926356 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50611 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -6926359.500000 Penalty: 5413.125488
	Iteration 102Q: 3 clusters Score -6926360 nChanged 19
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Mstep: Class 1 contains 50630 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -6926364.500000 Penalty: 5413.125488
	Iteration 103Q: 3 clusters Score -6926364 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50655 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -6926376.500000 Penalty: 5413.125488
	Iteration 104Q: 3 clusters Score -6926376 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50680 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -6926385.500000 Penalty: 5413.125488
	Iteration 105Q: 3 clusters Score -6926386 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50702 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -6926394.500000 Penalty: 5413.125488
	Iteration 106Q: 3 clusters Score -6926394 nChanged 29
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Mstep: Class 1 contains 50731 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -6926383.000000 Penalty: 5413.125488
	Iteration 107Q: 3 clusters Score -6926383 nChanged 31
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Mstep: Class 1 contains 50762 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6926376 nChanged 27
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Mstep: Class 1 contains 50789 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -6926390.500000 Penalty: 5413.125488
	Iteration 109Q: 3 clusters Score -6926390 nChanged 22
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Mstep: Class 1 contains 50811 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6926382 nChanged 19
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Mstep: Class 1 contains 50828 members 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6926390 nChanged 18
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Mstep: Class 1 contains 50846 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6926396 nChanged 16
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Mstep: Class 1 contains 50860 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6926394 nChanged 8
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Mstep: Class 1 contains 50868 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -6926400 nChanged 6
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Mstep: Class 1 contains 50874 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6926402 nChanged 7
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Mstep: Class 1 contains 50881 members 
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	Iteration 116Q: 3 clusters Score -6926402 nChanged 5
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Mstep: Class 1 contains 50886 members 
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Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6926394 nChanged 3
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Mstep: Class 1 contains 50887 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -6926400 nChanged 4
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Mstep: Class 1 contains 50891 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -6926401.000000 Penalty: 5413.125488
	Iteration 119Q: 3 clusters Score -6926401 nChanged 6
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Mstep: Class 1 contains 50897 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -6926392.500000 Penalty: 5413.125488
	Iteration 120F: 3 clusters Score -6926392 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50903 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -6926398.500000 Penalty: 5413.125488
	Iteration 121Q: 3 clusters Score -6926398 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50913 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6926393 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50923 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -6926397.000000 Penalty: 5413.125488
	Iteration 123Q: 3 clusters Score -6926397 nChanged 12
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Entering Unmasked Estep 
Score: -6926402.000000 Penalty: 5413.125488
	Iteration 124Q: 3 clusters Score -6926402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50949 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -6926399.500000 Penalty: 5413.125488
	Iteration 125Q: 3 clusters Score -6926400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50965 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -6926395.500000 Penalty: 5413.125488
	Iteration 126Q: 3 clusters Score -6926396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50975 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -6926405.000000 Penalty: 5413.125488
	Iteration 127Q: 3 clusters Score -6926405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50984 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -6926403.500000 Penalty: 5413.125488
	Iteration 128Q: 3 clusters Score -6926404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50993 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -6926409.000000 Penalty: 5413.125488
	Iteration 129Q: 3 clusters Score -6926409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51000 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -6926402.500000 Penalty: 5413.125488
	Iteration 130Q: 3 clusters Score -6926402 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51014 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -6926405.500000 Penalty: 5413.125488
	Iteration 131Q: 3 clusters Score -6926406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51027 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -6926406.500000 Penalty: 5413.125488
	Iteration 132Q: 3 clusters Score -6926406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51036 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -6926407.500000 Penalty: 5413.125488
	Iteration 133Q: 3 clusters Score -6926408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51047 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -6926402.500000 Penalty: 5413.125488
	Iteration 134Q: 3 clusters Score -6926402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51059 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -6926410.000000 Penalty: 5413.125488
	Iteration 135Q: 3 clusters Score -6926410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51071 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -6926401.500000 Penalty: 5413.125488
	Iteration 136Q: 3 clusters Score -6926402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51078 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -6926408.000000 Penalty: 5413.125488
	Iteration 137Q: 3 clusters Score -6926408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51092 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -6926412.500000 Penalty: 5413.125488
	Iteration 138Q: 3 clusters Score -6926412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51101 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -6926415.500000 Penalty: 5413.125488
	Iteration 139Q: 3 clusters Score -6926416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51104 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -6926410.000000 Penalty: 5413.125488
	Iteration 140F: 3 clusters Score -6926410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51105 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -6926406.000000 Penalty: 5413.125488
	Iteration 141Q: 3 clusters Score -6926406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51105 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -6926406.000000 Penalty: 5413.125488
	Iteration 142F: 3 clusters Score -6926406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 14316 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57532 members 
Mstep: Class 6 contains 311039 members 
Mstep: Class 7 contains 5038 members 
Mstep: Class 8 contains 17698 members 
Mstep: Class 9 contains 3220 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 21761 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172612 members 
Mstep: Class 15 contains 61561 members 
Mstep: Class 16 contains 2311 members 
Mstep: Class 17 contains 43902 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33474 members 
Mstep: Class 20 contains 2416 members 
Mstep: Class 21 contains 14186 members 
Mstep: Class 22 contains 2187 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769272.000000 Penalty: 81314.312500
Iteration 159Q: 25 clusters Score -1.047693e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 14318 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57532 members 
Mstep: Class 6 contains 311045 members 
Mstep: Class 7 contains 5038 members 
Mstep: Class 8 contains 17699 members 
Mstep: Class 9 contains 3220 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 21761 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172603 members 
Mstep: Class 15 contains 61560 members 
Mstep: Class 16 contains 2311 members 
Mstep: Class 17 contains 43903 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33473 members 
Mstep: Class 20 contains 2416 members 
Mstep: Class 21 contains 14187 members 
Mstep: Class 22 contains 2187 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769240.000000 Penalty: 81314.312500
Iteration 160F: 25 clusters Score -1.047692e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 14323 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57530 members 
Mstep: Class 6 contains 311043 members 
Mstep: Class 7 contains 5038 members 
Mstep: Class 8 contains 17700 members 
Mstep: Class 9 contains 3220 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 21760 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172602 members 
Mstep: Class 15 contains 61560 members 
Mstep: Class 16 contains 2311 members 
Mstep: Class 17 contains 43906 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33471 members 
Mstep: Class 20 contains 2416 members 
Mstep: Class 21 contains 14189 members 
Mstep: Class 22 contains 2186 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769176.000000 Penalty: 81314.312500
Iteration 161Q: 25 clusters Score -1.047692e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 14326 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57528 members 
Mstep: Class 6 contains 311043 members 
Mstep: Class 7 contains 5038 members 
Mstep: Class 8 contains 17702 members 
Mstep: Class 9 contains 3220 members 
Mstep: Class 10 contains 6666 members 
Mstep: Class 11 contains 21759 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172604 members 
Mstep: Class 15 contains 61559 members 
Mstep: Class 16 contains 2311 members 
Mstep: Class 17 contains 43907 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33469 members 
Mstep: Class 20 contains 2416 members 
Mstep: Class 21 contains 14189 members 
Mstep: Class 22 contains 2185 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769248.000000 Penalty: 81314.312500
Iteration 162Q: 25 clusters Score -1.047692e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 14327 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57529 members 
Mstep: Class 6 contains 311042 members 
Mstep: Class 7 contains 5038 members 
Mstep: Class 8 contains 17703 members 
Mstep: Class 9 contains 3220 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21760 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172601 members 
Mstep: Class 15 contains 61557 members 
Mstep: Class 16 contains 2311 members 
Mstep: Class 17 contains 43909 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33469 members 
Mstep: Class 20 contains 2416 members 
Mstep: Class 21 contains 14188 members 
Mstep: Class 22 contains 2184 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769248.000000 Penalty: 81314.312500
Iteration 163Q: 25 clusters Score -1.047692e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 14327 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57530 members 
Mstep: Class 6 contains 311034 members 
Mstep: Class 7 contains 5038 members 
Mstep: Class 8 contains 17702 members 
Mstep: Class 9 contains 3220 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21760 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172608 members 
Mstep: Class 15 contains 61555 members 
Mstep: Class 16 contains 2311 members 
Mstep: Class 17 contains 43911 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33472 members 
Mstep: Class 20 contains 2416 members 
Mstep: Class 21 contains 14187 members 
Mstep: Class 22 contains 2183 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769192.000000 Penalty: 81314.312500
Iteration 164Q: 25 clusters Score -1.047692e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 14327 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57526 members 
Mstep: Class 6 contains 311027 members 
Mstep: Class 7 contains 5038 members 
Mstep: Class 8 contains 17701 members 
Mstep: Class 9 contains 3220 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21760 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172624 members 
Mstep: Class 15 contains 61553 members 
Mstep: Class 16 contains 2311 members 
Mstep: Class 17 contains 43912 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33470 members 
Mstep: Class 20 contains 2416 members 
Mstep: Class 21 contains 14187 members 
Mstep: Class 22 contains 2183 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769208.000000 Penalty: 81314.312500
Iteration 165Q: 25 clusters Score -1.047692e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 14327 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57524 members 
Mstep: Class 6 contains 311016 members 
Mstep: Class 7 contains 5038 members 
Mstep: Class 8 contains 17698 members 
Mstep: Class 9 contains 3220 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21760 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172643 members 
Mstep: Class 15 contains 61553 members 
Mstep: Class 16 contains 2311 members 
Mstep: Class 17 contains 43912 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33468 members 
Mstep: Class 20 contains 2416 members 
Mstep: Class 21 contains 14187 members 
Mstep: Class 22 contains 2183 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769224.000000 Penalty: 81314.312500
Iteration 166Q: 25 clusters Score -1.047692e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 14327 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57519 members 
Mstep: Class 6 contains 311015 members 
Mstep: Class 7 contains 5038 members 
Mstep: Class 8 contains 17697 members 
Mstep: Class 9 contains 3220 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21760 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172651 members 
Mstep: Class 15 contains 61553 members 
Mstep: Class 16 contains 2311 members 
Mstep: Class 17 contains 43911 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33466 members 
Mstep: Class 20 contains 2416 members 
Mstep: Class 21 contains 14187 members 
Mstep: Class 22 contains 2183 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769176.000000 Penalty: 81314.312500
Iteration 167Q: 25 clusters Score -1.047692e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 14328 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57516 members 
Mstep: Class 6 contains 311017 members 
Mstep: Class 7 contains 5038 members 
Mstep: Class 8 contains 17698 members 
Mstep: Class 9 contains 3220 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21760 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172651 members 
Mstep: Class 15 contains 61552 members 
Mstep: Class 16 contains 2311 members 
Mstep: Class 17 contains 43912 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33466 members 
Mstep: Class 20 contains 2416 members 
Mstep: Class 21 contains 14187 members 
Mstep: Class 22 contains 2183 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769232.000000 Penalty: 81314.312500
Iteration 168Q: 25 clusters Score -1.047692e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 14329 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57515 members 
Mstep: Class 6 contains 311021 members 
Mstep: Class 7 contains 5038 members 
Mstep: Class 8 contains 17698 members 
Mstep: Class 9 contains 3220 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21760 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172652 members 
Mstep: Class 15 contains 61551 members 
Mstep: Class 16 contains 2311 members 
Mstep: Class 17 contains 43911 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33465 members 
Mstep: Class 20 contains 2416 members 
Mstep: Class 21 contains 14186 members 
Mstep: Class 22 contains 2183 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769200.000000 Penalty: 81314.312500
Iteration 169Q: 25 clusters Score -1.047692e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 14332 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57515 members 
Mstep: Class 6 contains 311014 members 
Mstep: Class 7 contains 5038 members 
Mstep: Class 8 contains 17698 members 
Mstep: Class 9 contains 3220 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21759 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172651 members 
Mstep: Class 15 contains 61553 members 
Mstep: Class 16 contains 2311 members 
Mstep: Class 17 contains 43913 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33464 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 14186 members 
Mstep: Class 22 contains 2183 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769216.000000 Penalty: 81314.312500
Iteration 170Q: 25 clusters Score -1.047692e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 14332 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57514 members 
Mstep: Class 6 contains 311015 members 
Mstep: Class 7 contains 5038 members 
Mstep: Class 8 contains 17699 members 
Mstep: Class 9 contains 3220 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21759 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172642 members 
Mstep: Class 15 contains 61556 members 
Mstep: Class 16 contains 2311 members 
Mstep: Class 17 contains 43914 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33465 members 
Mstep: Class 20 contains 2419 members 
Mstep: Class 21 contains 14186 members 
Mstep: Class 22 contains 2183 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769224.000000 Penalty: 81314.312500
Iteration 171Q: 25 clusters Score -1.047692e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 14333 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57517 members 
Mstep: Class 6 contains 311012 members 
Mstep: Class 7 contains 5038 members 
Mstep: Class 8 contains 17700 members 
Mstep: Class 9 contains 3220 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21759 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172638 members 
Mstep: Class 15 contains 61558 members 
Mstep: Class 16 contains 2311 members 
Mstep: Class 17 contains 43915 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33463 members 
Mstep: Class 20 contains 2420 members 
Mstep: Class 21 contains 14186 members 
Mstep: Class 22 contains 2183 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769232.000000 Penalty: 81314.312500
Iteration 172Q: 25 clusters Score -1.047692e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 14334 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57520 members 
Mstep: Class 6 contains 311004 members 
Mstep: Class 7 contains 5038 members 
Mstep: Class 8 contains 17700 members 
Mstep: Class 9 contains 3220 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21759 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172637 members 
Mstep: Class 15 contains 61562 members 
Mstep: Class 16 contains 2311 members 
Mstep: Class 17 contains 43915 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33463 members 
Mstep: Class 20 contains 2420 members 
Mstep: Class 21 contains 14186 members 
Mstep: Class 22 contains 2183 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769224.000000 Penalty: 81314.312500
Iteration 173Q: 25 clusters Score -1.047692e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 14335 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57522 members 
Mstep: Class 6 contains 310995 members 
Mstep: Class 7 contains 5038 members 
Mstep: Class 8 contains 17700 members 
Mstep: Class 9 contains 3220 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21759 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172637 members 
Mstep: Class 15 contains 61566 members 
Mstep: Class 16 contains 2311 members 
Mstep: Class 17 contains 43918 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33462 members 
Mstep: Class 20 contains 2420 members 
Mstep: Class 21 contains 14186 members 
Mstep: Class 22 contains 2183 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769328.000000 Penalty: 81314.312500
Iteration 174Q: 25 clusters Score -1.047693e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 14337 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57521 members 
Mstep: Class 6 contains 311008 members 
Mstep: Class 7 contains 5038 members 
Mstep: Class 8 contains 17698 members 
Mstep: Class 9 contains 3219 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21759 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172629 members 
Mstep: Class 15 contains 61567 members 
Mstep: Class 16 contains 2311 members 
Mstep: Class 17 contains 43918 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33461 members 
Mstep: Class 20 contains 2420 members 
Mstep: Class 21 contains 14186 members 
Mstep: Class 22 contains 2183 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769320.000000 Penalty: 81314.312500
Iteration 175Q: 25 clusters Score -1.047693e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 14341 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57520 members 
Mstep: Class 6 contains 311012 members 
Mstep: Class 7 contains 5038 members 
Mstep: Class 8 contains 17697 members 
Mstep: Class 9 contains 3219 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21759 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172622 members 
Mstep: Class 15 contains 61568 members 
Mstep: Class 16 contains 2311 members 
Mstep: Class 17 contains 43919 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33461 members 
Mstep: Class 20 contains 2420 members 
Mstep: Class 21 contains 14186 members 
Mstep: Class 22 contains 2183 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769376.000000 Penalty: 81314.312500
Iteration 176Q: 25 clusters Score -1.047694e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 14344 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57521 members 
Mstep: Class 6 contains 311007 members 
Mstep: Class 7 contains 5038 members 
Mstep: Class 8 contains 17695 members 
Mstep: Class 9 contains 3219 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21759 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172626 members 
Mstep: Class 15 contains 61566 members 
Mstep: Class 16 contains 2311 members 
Mstep: Class 17 contains 43922 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33461 members 
Mstep: Class 20 contains 2420 members 
Mstep: Class 21 contains 14185 members 
Mstep: Class 22 contains 2183 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769288.000000 Penalty: 81314.312500
Iteration 177Q: 25 clusters Score -1.047693e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 14345 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57521 members 
Mstep: Class 6 contains 311004 members 
Mstep: Class 7 contains 5038 members 
Mstep: Class 8 contains 17695 members 
Mstep: Class 9 contains 3219 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21758 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172634 members 
Mstep: Class 15 contains 61565 members 
Mstep: Class 16 contains 2311 members 
Mstep: Class 17 contains 43921 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33461 members 
Mstep: Class 20 contains 2420 members 
Mstep: Class 21 contains 14184 members 
Mstep: Class 22 contains 2183 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769304.000000 Penalty: 81314.312500
Iteration 178Q: 25 clusters Score -1.047693e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 14344 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57521 members 
Mstep: Class 6 contains 311010 members 
Mstep: Class 7 contains 5038 members 
Mstep: Class 8 contains 17692 members 
Mstep: Class 9 contains 3219 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21757 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172640 members 
Mstep: Class 15 contains 61564 members 
Mstep: Class 16 contains 2311 members 
Mstep: Class 17 contains 43920 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33459 members 
Mstep: Class 20 contains 2420 members 
Mstep: Class 21 contains 14183 members 
Mstep: Class 22 contains 2183 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769288.000000 Penalty: 81314.312500
Iteration 179Q: 25 clusters Score -1.047693e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 14347 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57524 members 
Mstep: Class 6 contains 311002 members 
Mstep: Class 7 contains 5038 members 
Mstep: Class 8 contains 17692 members 
Mstep: Class 9 contains 3219 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21757 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172645 members 
Mstep: Class 15 contains 61566 members 
Mstep: Class 16 contains 2311 members 
Mstep: Class 17 contains 43920 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33457 members 
Mstep: Class 20 contains 2420 members 
Mstep: Class 21 contains 14183 members 
Mstep: Class 22 contains 2183 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769360.000000 Penalty: 81314.312500
Iteration 180F: 25 clusters Score -1.047694e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 14347 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57526 members 
Mstep: Class 6 contains 310999 members 
Mstep: Class 7 contains 5038 members 
Mstep: Class 8 contains 17693 members 
Mstep: Class 9 contains 3219 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21757 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172644 members 
Mstep: Class 15 contains 61567 members 
Mstep: Class 16 contains 2311 members 
Mstep: Class 17 contains 43921 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33457 members 
Mstep: Class 20 contains 2420 members 
Mstep: Class 21 contains 14183 members 
Mstep: Class 22 contains 2183 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769336.000000 Penalty: 81314.312500
Iteration 181Q: 25 clusters Score -1.047693e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 14347 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57526 members 
Mstep: Class 6 contains 310994 members 
Mstep: Class 7 contains 5038 members 
Mstep: Class 8 contains 17693 members 
Mstep: Class 9 contains 3219 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21757 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172651 members 
Mstep: Class 15 contains 61564 members 
Mstep: Class 16 contains 2311 members 
Mstep: Class 17 contains 43923 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33456 members 
Mstep: Class 20 contains 2420 members 
Mstep: Class 21 contains 14183 members 
Mstep: Class 22 contains 2183 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769400.000000 Penalty: 81314.312500
Iteration 182Q: 25 clusters Score -1.047694e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 14347 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57526 members 
Mstep: Class 6 contains 310990 members 
Mstep: Class 7 contains 5039 members 
Mstep: Class 8 contains 17692 members 
Mstep: Class 9 contains 3219 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21756 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172651 members 
Mstep: Class 15 contains 61565 members 
Mstep: Class 16 contains 2311 members 
Mstep: Class 17 contains 43922 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33457 members 
Mstep: Class 20 contains 2420 members 
Mstep: Class 21 contains 14183 members 
Mstep: Class 22 contains 2183 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769344.000000 Penalty: 81314.312500
Iteration 183Q: 25 clusters Score -1.047693e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 14347 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57525 members 
Mstep: Class 6 contains 310999 members 
Mstep: Class 7 contains 5039 members 
Mstep: Class 8 contains 17690 members 
Mstep: Class 9 contains 3219 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21756 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172644 members 
Mstep: Class 15 contains 61563 members 
Mstep: Class 16 contains 2311 members 
Mstep: Class 17 contains 43922 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33456 members 
Mstep: Class 20 contains 2420 members 
Mstep: Class 21 contains 14184 members 
Mstep: Class 22 contains 2183 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769416.000000 Penalty: 81314.312500
Iteration 184Q: 25 clusters Score -1.047694e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 14348 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57526 members 
Mstep: Class 6 contains 310999 members 
Mstep: Class 7 contains 5039 members 
Mstep: Class 8 contains 17688 members 
Mstep: Class 9 contains 3219 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21756 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172644 members 
Mstep: Class 15 contains 61560 members 
Mstep: Class 16 contains 2311 members 
Mstep: Class 17 contains 43922 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33457 members 
Mstep: Class 20 contains 2420 members 
Mstep: Class 21 contains 14187 members 
Mstep: Class 22 contains 2183 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769376.000000 Penalty: 81314.312500
Iteration 185Q: 25 clusters Score -1.047694e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 14348 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57528 members 
Mstep: Class 6 contains 310997 members 
Mstep: Class 7 contains 5039 members 
Mstep: Class 8 contains 17686 members 
Mstep: Class 9 contains 3219 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21756 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172643 members 
Mstep: Class 15 contains 61560 members 
Mstep: Class 16 contains 2311 members 
Mstep: Class 17 contains 43925 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33457 members 
Mstep: Class 20 contains 2420 members 
Mstep: Class 21 contains 14188 members 
Mstep: Class 22 contains 2183 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769392.000000 Penalty: 81314.312500
Iteration 186Q: 25 clusters Score -1.047694e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 14348 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57529 members 
Mstep: Class 6 contains 311003 members 
Mstep: Class 7 contains 5039 members 
Mstep: Class 8 contains 17686 members 
Mstep: Class 9 contains 3219 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21756 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172635 members 
Mstep: Class 15 contains 61561 members 
Mstep: Class 16 contains 2311 members 
Mstep: Class 17 contains 43926 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33457 members 
Mstep: Class 20 contains 2420 members 
Mstep: Class 21 contains 14187 members 
Mstep: Class 22 contains 2183 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769352.000000 Penalty: 81314.312500
Iteration 187Q: 25 clusters Score -1.047694e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 14348 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57530 members 
Mstep: Class 6 contains 311006 members 
Mstep: Class 7 contains 5040 members 
Mstep: Class 8 contains 17688 members 
Mstep: Class 9 contains 3219 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21756 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172625 members 
Mstep: Class 15 contains 61562 members 
Mstep: Class 16 contains 2310 members 
Mstep: Class 17 contains 43929 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33458 members 
Mstep: Class 20 contains 2420 members 
Mstep: Class 21 contains 14186 members 
Mstep: Class 22 contains 2183 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769376.000000 Penalty: 81314.312500
Iteration 188Q: 25 clusters Score -1.047694e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 14349 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57531 members 
Mstep: Class 6 contains 311003 members 
Mstep: Class 7 contains 5040 members 
Mstep: Class 8 contains 17689 members 
Mstep: Class 9 contains 3219 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21756 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172626 members 
Mstep: Class 15 contains 61562 members 
Mstep: Class 16 contains 2311 members 
Mstep: Class 17 contains 43929 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33456 members 
Mstep: Class 20 contains 2420 members 
Mstep: Class 21 contains 14186 members 
Mstep: Class 22 contains 2183 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769352.000000 Penalty: 81314.312500
Iteration 189Q: 25 clusters Score -1.047694e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 14350 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57532 members 
Mstep: Class 6 contains 311000 members 
Mstep: Class 7 contains 5041 members 
Mstep: Class 8 contains 17689 members 
Mstep: Class 9 contains 3219 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21756 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172628 members 
Mstep: Class 15 contains 61559 members 
Mstep: Class 16 contains 2314 members 
Mstep: Class 17 contains 43929 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33454 members 
Mstep: Class 20 contains 2420 members 
Mstep: Class 21 contains 14186 members 
Mstep: Class 22 contains 2183 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769336.000000 Penalty: 81314.312500
Iteration 190Q: 25 clusters Score -1.047693e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 14350 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57531 members 
Mstep: Class 6 contains 310997 members 
Mstep: Class 7 contains 5043 members 
Mstep: Class 8 contains 17692 members 
Mstep: Class 9 contains 3219 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21756 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172632 members 
Mstep: Class 15 contains 61556 members 
Mstep: Class 16 contains 2314 members 
Mstep: Class 17 contains 43929 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33452 members 
Mstep: Class 20 contains 2420 members 
Mstep: Class 21 contains 14186 members 
Mstep: Class 22 contains 2183 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769304.000000 Penalty: 81314.312500
Iteration 191Q: 25 clusters Score -1.047693e+08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 14349 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57530 members 
Mstep: Class 6 contains 310995 members 
Mstep: Class 7 contains 5042 members 
Mstep: Class 8 contains 17690 members 
Mstep: Class 9 contains 3219 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21756 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172641 members 
Mstep: Class 15 contains 61557 members 
Mstep: Class 16 contains 2314 members 
Mstep: Class 17 contains 43930 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33451 members 
Mstep: Class 20 contains 2419 members 
Mstep: Class 21 contains 14187 members 
Mstep: Class 22 contains 2183 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769344.000000 Penalty: 81314.312500
Iteration 192Q: 25 clusters Score -1.047693e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 14350 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57530 members 
Mstep: Class 6 contains 310996 members 
Mstep: Class 7 contains 5043 members 
Mstep: Class 8 contains 17688 members 
Mstep: Class 9 contains 3219 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21756 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172645 members 
Mstep: Class 15 contains 61554 members 
Mstep: Class 16 contains 2314 members 
Mstep: Class 17 contains 43930 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33449 members 
Mstep: Class 20 contains 2418 members 
Mstep: Class 21 contains 14189 members 
Mstep: Class 22 contains 2183 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769272.000000 Penalty: 81314.312500
Iteration 193Q: 25 clusters Score -1.047693e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 14350 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57530 members 
Mstep: Class 6 contains 310994 members 
Mstep: Class 7 contains 5043 members 
Mstep: Class 8 contains 17685 members 
Mstep: Class 9 contains 3219 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21756 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172652 members 
Mstep: Class 15 contains 61553 members 
Mstep: Class 16 contains 2314 members 
Mstep: Class 17 contains 43930 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33449 members 
Mstep: Class 20 contains 2418 members 
Mstep: Class 21 contains 14191 members 
Mstep: Class 22 contains 2183 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769312.000000 Penalty: 81314.312500
Iteration 194Q: 25 clusters Score -1.047693e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 14353 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57528 members 
Mstep: Class 6 contains 310987 members 
Mstep: Class 7 contains 5042 members 
Mstep: Class 8 contains 17683 members 
Mstep: Class 9 contains 3219 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21756 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172657 members 
Mstep: Class 15 contains 61555 members 
Mstep: Class 16 contains 2314 members 
Mstep: Class 17 contains 43931 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33448 members 
Mstep: Class 20 contains 2418 members 
Mstep: Class 21 contains 14191 members 
Mstep: Class 22 contains 2183 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769304.000000 Penalty: 81314.312500
Iteration 195Q: 25 clusters Score -1.047693e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 14359 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57530 members 
Mstep: Class 6 contains 310980 members 
Mstep: Class 7 contains 5042 members 
Mstep: Class 8 contains 17681 members 
Mstep: Class 9 contains 3219 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21756 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172659 members 
Mstep: Class 15 contains 61557 members 
Mstep: Class 16 contains 2314 members 
Mstep: Class 17 contains 43930 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33447 members 
Mstep: Class 20 contains 2418 members 
Mstep: Class 21 contains 14192 members 
Mstep: Class 22 contains 2183 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769304.000000 Penalty: 81314.312500
Iteration 196Q: 25 clusters Score -1.047693e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 14361 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57532 members 
Mstep: Class 6 contains 310975 members 
Mstep: Class 7 contains 5044 members 
Mstep: Class 8 contains 17679 members 
Mstep: Class 9 contains 3219 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21756 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172660 members 
Mstep: Class 15 contains 61559 members 
Mstep: Class 16 contains 2314 members 
Mstep: Class 17 contains 43931 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33447 members 
Mstep: Class 20 contains 2418 members 
Mstep: Class 21 contains 14192 members 
Mstep: Class 22 contains 2182 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769312.000000 Penalty: 81314.312500
Iteration 197Q: 25 clusters Score -1.047693e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 14364 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57533 members 
Mstep: Class 6 contains 310973 members 
Mstep: Class 7 contains 5046 members 
Mstep: Class 8 contains 17680 members 
Mstep: Class 9 contains 3219 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21756 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172658 members 
Mstep: Class 15 contains 61558 members 
Mstep: Class 16 contains 2314 members 
Mstep: Class 17 contains 43931 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33446 members 
Mstep: Class 20 contains 2418 members 
Mstep: Class 21 contains 14192 members 
Mstep: Class 22 contains 2181 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769320.000000 Penalty: 81314.312500
Iteration 198Q: 25 clusters Score -1.047693e+08 nChanged 34
Entering ConstructFrom: 
Score: -104769320.000000 Penalty: 81314.312500
Entering ConstructFrom: 
Trying to split cluster 1 (17167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Entering Unmasked Estep 
Score: -2174602.750000 Penalty: 2418.184570
	Iteration 0F: 2 clusters Score -2174603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -2162294.000000 Penalty: 4836.369141
	Iteration 0F: 3 clusters Score -2162294 nChanged 7551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -2166281.000000 Penalty: 4836.369141
	Iteration 1F: 3 clusters Score -2166281 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -2166583.250000 Penalty: 4836.369141
	Iteration 2F: 3 clusters Score -2166583 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -2166829.250000 Penalty: 4836.369141
	Iteration 3Q: 3 clusters Score -2166829 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -2167024.500000 Penalty: 4836.369141
	Iteration 4Q: 3 clusters Score -2167024 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -2167200.500000 Penalty: 4836.369141
	Iteration 5Q: 3 clusters Score -2167200 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -2167397.500000 Penalty: 4836.369141
	Iteration 6Q: 3 clusters Score -2167398 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -2167609.750000 Penalty: 4836.369141
	Iteration 7Q: 3 clusters Score -2167610 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -2167916.250000 Penalty: 4836.369141
	Iteration 8Q: 3 clusters Score -2167916 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -2168346.000000 Penalty: 4836.369141
	Iteration 9Q: 3 clusters Score -2168346 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -2168941.750000 Penalty: 4836.369141
	Iteration 10F: 3 clusters Score -2168942 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -2169736.750000 Penalty: 4836.369141
	Iteration 11F: 3 clusters Score -2169737 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -2170557.250000 Penalty: 4836.369141
	Iteration 12F: 3 clusters Score -2170557 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -2171255.500000 Penalty: 4836.369141
	Iteration 13Q: 3 clusters Score -2171256 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -2171732.000000 Penalty: 4836.369141
	Iteration 14Q: 3 clusters Score -2171732 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -2172028.250000 Penalty: 4836.369141
	Iteration 15Q: 3 clusters Score -2172028 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -2172197.000000 Penalty: 4836.369141
	Iteration 16Q: 3 clusters Score -2172197 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -2172282.000000 Penalty: 4836.369141
	Iteration 17Q: 3 clusters Score -2172282 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -2172344.500000 Penalty: 4836.369141
	Iteration 18Q: 3 clusters Score -2172344 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -2172379.000000 Penalty: 4836.369141
	Iteration 19Q: 3 clusters Score -2172379 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -2172399.500000 Penalty: 4836.369141
	Iteration 20F: 3 clusters Score -2172400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -2172414.000000 Penalty: 4836.369141
	Iteration 21Q: 3 clusters Score -2172414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -2172424.250000 Penalty: 4836.369141
	Iteration 22Q: 3 clusters Score -2172424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -2172427.750000 Penalty: 4836.369141
	Iteration 23Q: 3 clusters Score -2172428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -2172432.250000 Penalty: 4836.369141
	Iteration 24Q: 3 clusters Score -2172432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -2172440.000000 Penalty: 4836.369141
	Iteration 25Q: 3 clusters Score -2172440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -2172445.000000 Penalty: 4836.369141
	Iteration 26Q: 3 clusters Score -2172445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -2172450.000000 Penalty: 4836.369141
	Iteration 27Q: 3 clusters Score -2172450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -2172453.250000 Penalty: 4836.369141
	Iteration 28Q: 3 clusters Score -2172453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -2172456.750000 Penalty: 4836.369141
	Iteration 29Q: 3 clusters Score -2172457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -2172459.000000 Penalty: 4836.369141
	Iteration 30Q: 3 clusters Score -2172459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -2172459.250000 Penalty: 4836.369141
	Iteration 31Q: 3 clusters Score -2172459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -2172466.750000 Penalty: 4836.369141
	Iteration 32Q: 3 clusters Score -2172467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -2172465.500000 Penalty: 4836.369141
	Iteration 33Q: 3 clusters Score -2172466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -2172465.500000 Penalty: 4836.369141
	Iteration 34F: 3 clusters Score -2172466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -1833616.625000 Penalty: 2374.078613
	Iteration 0F: 2 clusters Score -1833617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1823239.375000 Penalty: 4748.157227
	Iteration 0F: 3 clusters Score -1823239 nChanged 6081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -1826347.000000 Penalty: 4748.157227
	Iteration 1F: 3 clusters Score -1826347 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -1826669.000000 Penalty: 4748.157227
	Iteration 2F: 3 clusters Score -1826669 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -1826910.625000 Penalty: 4748.157227
	Iteration 3Q: 3 clusters Score -1826911 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1827117.375000 Penalty: 4748.157227
	Iteration 4Q: 3 clusters Score -1827117 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1827301.750000 Penalty: 4748.157227
	Iteration 5Q: 3 clusters Score -1827302 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1827487.125000 Penalty: 4748.157227
	Iteration 6Q: 3 clusters Score -1827487 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1827686.250000 Penalty: 4748.157227
	Iteration 7Q: 3 clusters Score -1827686 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1827928.625000 Penalty: 4748.157227
	Iteration 8Q: 3 clusters Score -1827929 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 10209 members 
Entering Unmasked Estep 
Score: -1828255.750000 Penalty: 4748.157227
	Iteration 9Q: 3 clusters Score -1828256 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1828662.625000 Penalty: 4748.157227
	Iteration 10Q: 3 clusters Score -1828663 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1829144.000000 Penalty: 4748.157227
	Iteration 11Q: 3 clusters Score -1829144 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -1829751.875000 Penalty: 4748.157227
	Iteration 12F: 3 clusters Score -1829752 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1830325.000000 Penalty: 4748.157227
	Iteration 13Q: 3 clusters Score -1830325 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1830771.375000 Penalty: 4748.157227
	Iteration 14Q: 3 clusters Score -1830771 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -1831059.250000 Penalty: 4748.157227
	Iteration 15Q: 3 clusters Score -1831059 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1831243.750000 Penalty: 4748.157227
	Iteration 16Q: 3 clusters Score -1831244 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1831348.750000 Penalty: 4748.157227
	Iteration 17Q: 3 clusters Score -1831349 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -1831414.625000 Penalty: 4748.157227
	Iteration 18Q: 3 clusters Score -1831415 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -1831452.250000 Penalty: 4748.157227
	Iteration 19Q: 3 clusters Score -1831452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -1831481.625000 Penalty: 4748.157227
	Iteration 20F: 3 clusters Score -1831482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -1831503.250000 Penalty: 4748.157227
	Iteration 21Q: 3 clusters Score -1831503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -1831516.375000 Penalty: 4748.157227
	Iteration 22Q: 3 clusters Score -1831516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -1831528.000000 Penalty: 4748.157227
	Iteration 23Q: 3 clusters Score -1831528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -1831528.500000 Penalty: 4748.157227
	Iteration 24Q: 3 clusters Score -1831528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -1831535.625000 Penalty: 4748.157227
	Iteration 25Q: 3 clusters Score -1831536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -1831540.250000 Penalty: 4748.157227
	Iteration 26Q: 3 clusters Score -1831540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -1831546.750000 Penalty: 4748.157227
	Iteration 27Q: 3 clusters Score -1831547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -1831548.375000 Penalty: 4748.157227
	Iteration 28Q: 3 clusters Score -1831548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -1831548.500000 Penalty: 4748.157227
	Iteration 29Q: 3 clusters Score -1831548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -1831555.250000 Penalty: 4748.157227
	Iteration 30Q: 3 clusters Score -1831555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -1831555.250000 Penalty: 4748.157227
	Iteration 31F: 3 clusters Score -1831555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -51096.285156 Penalty: 1513.434570
	Iteration 0F: 2 clusters Score -51096.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -49695.914062 Penalty: 3026.869141
	Iteration 0F: 3 clusters Score -49695.91 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -49861.621094 Penalty: 3026.869141
	Iteration 1F: 3 clusters Score -49861.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -49908.906250 Penalty: 3026.869141
	Iteration 2Q: 3 clusters Score -49908.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -49939.656250 Penalty: 3026.869141
	Iteration 3Q: 3 clusters Score -49939.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -49954.714844 Penalty: 3026.869141
	Iteration 4Q: 3 clusters Score -49954.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -49960.398438 Penalty: 3026.869141
	Iteration 5Q: 3 clusters Score -49960.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -49965.445312 Penalty: 3026.869141
	Iteration 6Q: 3 clusters Score -49965.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -49983.949219 Penalty: 3026.869141
	Iteration 7Q: 3 clusters Score -49983.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -49991.859375 Penalty: 3026.869141
	Iteration 8Q: 3 clusters Score -49991.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -49994.699219 Penalty: 3026.869141
	Iteration 9Q: 3 clusters Score -49994.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -49999.320312 Penalty: 3026.869141
	Iteration 10Q: 3 clusters Score -49999.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -50007.242188 Penalty: 3026.869141
	Iteration 11Q: 3 clusters Score -50007.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -50017.445312 Penalty: 3026.869141
	Iteration 12Q: 3 clusters Score -50017.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -50056.601562 Penalty: 3026.869141
	Iteration 13Q: 3 clusters Score -50056.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -50114.425781 Penalty: 3026.869141
	Iteration 14Q: 3 clusters Score -50114.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -50177.734375 Penalty: 3026.869141
	Iteration 15Q: 3 clusters Score -50177.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -50205.417969 Penalty: 3026.869141
	Iteration 16Q: 3 clusters Score -50205.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -50234.085938 Penalty: 3026.869141
	Iteration 17Q: 3 clusters Score -50234.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -50256.722656 Penalty: 3026.869141
	Iteration 18Q: 3 clusters Score -50256.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -50279.804688 Penalty: 3026.869141
	Iteration 19Q: 3 clusters Score -50279.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -50299.167969 Penalty: 3026.869141
	Iteration 20F: 3 clusters Score -50299.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -50316.691406 Penalty: 3026.869141
	Iteration 21Q: 3 clusters Score -50316.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -50322.175781 Penalty: 3026.869141
	Iteration 22Q: 3 clusters Score -50322.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -50324.976562 Penalty: 3026.869141
	Iteration 23Q: 3 clusters Score -50324.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -50333.796875 Penalty: 3026.869141
	Iteration 24Q: 3 clusters Score -50333.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -50344.351562 Penalty: 3026.869141
	Iteration 25Q: 3 clusters Score -50344.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -50369.578125 Penalty: 3026.869141
	Iteration 26Q: 3 clusters Score -50369.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -50381.109375 Penalty: 3026.869141
	Iteration 27Q: 3 clusters Score -50381.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -50389.734375 Penalty: 3026.869141
	Iteration 28Q: 3 clusters Score -50389.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -50400.546875 Penalty: 3026.869141
	Iteration 29Q: 3 clusters Score -50400.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -50408.492188 Penalty: 3026.869141
	Iteration 30Q: 3 clusters Score -50408.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -50420.671875 Penalty: 3026.869141
	Iteration 31Q: 3 clusters Score -50420.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -50429.226562 Penalty: 3026.869141
	Iteration 32Q: 3 clusters Score -50429.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -50458.167969 Penalty: 3026.869141
	Iteration 33Q: 3 clusters Score -50458.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -50487.800781 Penalty: 3026.869141
	Iteration 34Q: 3 clusters Score -50487.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -50530.917969 Penalty: 3026.869141
	Iteration 35Q: 3 clusters Score -50530.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -50602.511719 Penalty: 3026.869141
	Iteration 36Q: 3 clusters Score -50602.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -50653.171875 Penalty: 3026.869141
	Iteration 37Q: 3 clusters Score -50653.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -50703.847656 Penalty: 3026.869141
	Iteration 38Q: 3 clusters Score -50703.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -50724.035156 Penalty: 3026.869141
	Iteration 39Q: 3 clusters Score -50724.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -50730.046875 Penalty: 3026.869141
	Iteration 40F: 3 clusters Score -50730.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -50731.148438 Penalty: 3026.869141
	Iteration 41Q: 3 clusters Score -50731.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -50731.148438 Penalty: 3026.869141
	Iteration 42F: 3 clusters Score -50731.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Entering Unmasked Estep 
Score: -602671.750000 Penalty: 2118.242432
	Iteration 0F: 2 clusters Score -602671.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -598124.625000 Penalty: 4236.484863
	Iteration 0F: 3 clusters Score -598124.6 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -599225.250000 Penalty: 4236.484863
	Iteration 1F: 3 clusters Score -599225.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -599471.812500 Penalty: 4236.484863
	Iteration 2F: 3 clusters Score -599471.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -599625.500000 Penalty: 4236.484863
	Iteration 3Q: 3 clusters Score -599625.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -599746.062500 Penalty: 4236.484863
	Iteration 4Q: 3 clusters Score -599746.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -599864.312500 Penalty: 4236.484863
	Iteration 5Q: 3 clusters Score -599864.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -599973.125000 Penalty: 4236.484863
	Iteration 6Q: 3 clusters Score -599973.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -600068.937500 Penalty: 4236.484863
	Iteration 7Q: 3 clusters Score -600068.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -600155.375000 Penalty: 4236.484863
	Iteration 8Q: 3 clusters Score -600155.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -600250.125000 Penalty: 4236.484863
	Iteration 9Q: 3 clusters Score -600250.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -600348.125000 Penalty: 4236.484863
	Iteration 10Q: 3 clusters Score -600348.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -600437.937500 Penalty: 4236.484863
	Iteration 11Q: 3 clusters Score -600437.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -600524.500000 Penalty: 4236.484863
	Iteration 12Q: 3 clusters Score -600524.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -600599.250000 Penalty: 4236.484863
	Iteration 13Q: 3 clusters Score -600599.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -600674.000000 Penalty: 4236.484863
	Iteration 14Q: 3 clusters Score -600674 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -600738.250000 Penalty: 4236.484863
	Iteration 15Q: 3 clusters Score -600738.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -600787.062500 Penalty: 4236.484863
	Iteration 16Q: 3 clusters Score -600787.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -600833.375000 Penalty: 4236.484863
	Iteration 17Q: 3 clusters Score -600833.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -600868.312500 Penalty: 4236.484863
	Iteration 18Q: 3 clusters Score -600868.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -600902.312500 Penalty: 4236.484863
	Iteration 19Q: 3 clusters Score -600902.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -600927.375000 Penalty: 4236.484863
	Iteration 20F: 3 clusters Score -600927.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -600950.875000 Penalty: 4236.484863
	Iteration 21Q: 3 clusters Score -600950.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -600971.312500 Penalty: 4236.484863
	Iteration 22Q: 3 clusters Score -600971.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -600986.562500 Penalty: 4236.484863
	Iteration 23Q: 3 clusters Score -600986.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -601001.625000 Penalty: 4236.484863
	Iteration 24Q: 3 clusters Score -601001.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -601018.125000 Penalty: 4236.484863
	Iteration 25Q: 3 clusters Score -601018.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -601040.687500 Penalty: 4236.484863
	Iteration 26Q: 3 clusters Score -601040.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -601056.562500 Penalty: 4236.484863
	Iteration 27Q: 3 clusters Score -601056.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -601070.625000 Penalty: 4236.484863
	Iteration 28Q: 3 clusters Score -601070.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -601083.312500 Penalty: 4236.484863
	Iteration 29Q: 3 clusters Score -601083.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -601094.687500 Penalty: 4236.484863
	Iteration 30Q: 3 clusters Score -601094.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -601112.562500 Penalty: 4236.484863
	Iteration 31Q: 3 clusters Score -601112.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -601126.062500 Penalty: 4236.484863
	Iteration 32Q: 3 clusters Score -601126.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -601138.125000 Penalty: 4236.484863
	Iteration 33Q: 3 clusters Score -601138.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -601147.812500 Penalty: 4236.484863
	Iteration 34Q: 3 clusters Score -601147.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -601154.687500 Penalty: 4236.484863
	Iteration 35Q: 3 clusters Score -601154.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -601160.437500 Penalty: 4236.484863
	Iteration 36Q: 3 clusters Score -601160.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -601166.625000 Penalty: 4236.484863
	Iteration 37Q: 3 clusters Score -601166.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -601172.437500 Penalty: 4236.484863
	Iteration 38Q: 3 clusters Score -601172.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -601178.937500 Penalty: 4236.484863
	Iteration 39Q: 3 clusters Score -601178.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -601181.750000 Penalty: 4236.484863
	Iteration 40F: 3 clusters Score -601181.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -601187.625000 Penalty: 4236.484863
	Iteration 41Q: 3 clusters Score -601187.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -601189.750000 Penalty: 4236.484863
	Iteration 42Q: 3 clusters Score -601189.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -601192.937500 Penalty: 4236.484863
	Iteration 43Q: 3 clusters Score -601192.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -601194.625000 Penalty: 4236.484863
	Iteration 44Q: 3 clusters Score -601194.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -601195.062500 Penalty: 4236.484863
	Iteration 45Q: 3 clusters Score -601195.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -601199.062500 Penalty: 4236.484863
	Iteration 46Q: 3 clusters Score -601199.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -601198.312500 Penalty: 4236.484863
	Iteration 47Q: 3 clusters Score -601198.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -601199.812500 Penalty: 4236.484863
	Iteration 48Q: 3 clusters Score -601199.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -601201.375000 Penalty: 4236.484863
	Iteration 49Q: 3 clusters Score -601201.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -601202.125000 Penalty: 4236.484863
	Iteration 50Q: 3 clusters Score -601202.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -601203.875000 Penalty: 4236.484863
	Iteration 51Q: 3 clusters Score -601203.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -601204.437500 Penalty: 4236.484863
	Iteration 52Q: 3 clusters Score -601204.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -601203.500000 Penalty: 4236.484863
	Iteration 53Q: 3 clusters Score -601203.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -601203.500000 Penalty: 4236.484863
	Iteration 54F: 3 clusters Score -601203.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (57534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57534 members 
Entering Unmasked Estep 
Score: -6978909.500000 Penalty: 2718.112549
	Iteration 0F: 2 clusters Score -6978910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
Score: -6940212.000000 Penalty: 5436.225098
	Iteration 0F: 3 clusters Score -6940212 nChanged 26714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 29948 members 
Entering Unmasked Estep 
Score: -6955084.000000 Penalty: 5436.225098
	Iteration 1F: 3 clusters Score -6955084 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -6955686.000000 Penalty: 5436.225098
	Iteration 2Q: 3 clusters Score -6955686 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -6956372.000000 Penalty: 5436.225098
	Iteration 3Q: 3 clusters Score -6956372 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -6957188.500000 Penalty: 5436.225098
	Iteration 4Q: 3 clusters Score -6957188 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
Score: -6958290.500000 Penalty: 5436.225098
	Iteration 5Q: 3 clusters Score -6958290 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 37664 members 
Entering Unmasked Estep 
Score: -6959993.000000 Penalty: 5436.225098
	Iteration 6F: 3 clusters Score -6959993 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 41255 members 
Entering Unmasked Estep 
Score: -6962635.500000 Penalty: 5436.225098
	Iteration 7F: 3 clusters Score -6962636 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 45465 members 
Entering Unmasked Estep 
Score: -6966131.500000 Penalty: 5436.225098
	Iteration 8F: 3 clusters Score -6966132 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 49652 members 
Entering Unmasked Estep 
Score: -6969936.000000 Penalty: 5436.225098
	Iteration 9F: 3 clusters Score -6969936 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 53057 members 
Entering Unmasked Estep 
Score: -6973191.000000 Penalty: 5436.225098
	Iteration 10F: 3 clusters Score -6973191 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 55167 members 
Entering Unmasked Estep 
Score: -6975034.500000 Penalty: 5436.225098
	Iteration 11Q: 3 clusters Score -6975034 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 56190 members 
Entering Unmasked Estep 
Score: -6975860.500000 Penalty: 5436.225098
	Iteration 12Q: 3 clusters Score -6975860 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 56649 members 
Entering Unmasked Estep 
Score: -6976196.500000 Penalty: 5436.225098
	Iteration 13Q: 3 clusters Score -6976196 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 56880 members 
Entering Unmasked Estep 
Score: -6976405.500000 Penalty: 5436.225098
	Iteration 14Q: 3 clusters Score -6976406 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 56980 members 
Entering Unmasked Estep 
Score: -6976497.000000 Penalty: 5436.225098
	Iteration 15Q: 3 clusters Score -6976497 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 57042 members 
Entering Unmasked Estep 
Score: -6976546.000000 Penalty: 5436.225098
	Iteration 16Q: 3 clusters Score -6976546 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 57070 members 
Entering Unmasked Estep 
Score: -6976569.500000 Penalty: 5436.225098
	Iteration 17Q: 3 clusters Score -6976570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 57085 members 
Entering Unmasked Estep 
Score: -6976579.000000 Penalty: 5436.225098
	Iteration 18Q: 3 clusters Score -6976579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 57098 members 
Entering Unmasked Estep 
Score: -6976596.500000 Penalty: 5436.225098
	Iteration 19Q: 3 clusters Score -6976596 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 57107 members 
Entering Unmasked Estep 
Score: -6976607.500000 Penalty: 5436.225098
	Iteration 20F: 3 clusters Score -6976608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 57114 members 
Entering Unmasked Estep 
Score: -6976617.000000 Penalty: 5436.225098
	Iteration 21Q: 3 clusters Score -6976617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 57120 members 
Entering Unmasked Estep 
Score: -6976620.000000 Penalty: 5436.225098
	Iteration 22Q: 3 clusters Score -6976620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 57123 members 
Entering Unmasked Estep 
Score: -6976631.500000 Penalty: 5436.225098
	Iteration 23Q: 3 clusters Score -6976632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 57125 members 
Entering Unmasked Estep 
Score: -6976628.000000 Penalty: 5436.225098
	Iteration 24Q: 3 clusters Score -6976628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 57127 members 
Entering Unmasked Estep 
Score: -6976639.000000 Penalty: 5436.225098
	Iteration 25Q: 3 clusters Score -6976639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 57128 members 
Entering Unmasked Estep 
Score: -6976638.000000 Penalty: 5436.225098
	Iteration 26Q: 3 clusters Score -6976638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 57129 members 
Entering Unmasked Estep 
Score: -6976632.500000 Penalty: 5436.225098
	Iteration 27Q: 3 clusters Score -6976632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 57130 members 
Entering Unmasked Estep 
Score: -6976635.500000 Penalty: 5436.225098
	Iteration 28Q: 3 clusters Score -6976636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 57131 members 
Entering Unmasked Estep 
Score: -6976634.500000 Penalty: 5436.225098
	Iteration 29Q: 3 clusters Score -6976634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 57131 members 
Entering Unmasked Estep 
Score: -6976632.000000 Penalty: 5436.225098
	Iteration 30Q: 3 clusters Score -6976632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 57131 members 
Entering Unmasked Estep 
Score: -6976632.000000 Penalty: 5436.225098
	Iteration 31F: 3 clusters Score -6976632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (310978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310978 members 
Entering Unmasked Estep 
Score: -38537208.000000 Penalty: 3136.574219
	Iteration 0F: 2 clusters Score -3.853721e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155389 members 
Mstep: Class 2 contains 155589 members 
Entering Unmasked Estep 
Score: -38350864.000000 Penalty: 6273.148438
	Iteration 0F: 3 clusters Score -3.835086e+07 nChanged 150603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153036 members 
Mstep: Class 2 contains 157942 members 
Entering Unmasked Estep 
Score: -38442724.000000 Penalty: 6273.148438
	Iteration 1F: 3 clusters Score -3.844272e+07 nChanged 10820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151564 members 
Mstep: Class 2 contains 159414 members 
Entering Unmasked Estep 
Score: -38445912.000000 Penalty: 6273.148438
	Iteration 2Q: 3 clusters Score -3.844591e+07 nChanged 12149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149157 members 
Mstep: Class 2 contains 161821 members 
Entering Unmasked Estep 
Score: -38450416.000000 Penalty: 6273.148438
	Iteration 3Q: 3 clusters Score -3.845042e+07 nChanged 13972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145241 members 
Mstep: Class 2 contains 165737 members 
Entering Unmasked Estep 
Score: -38456572.000000 Penalty: 6273.148438
	Iteration 4Q: 3 clusters Score -3.845657e+07 nChanged 15597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139386 members 
Mstep: Class 2 contains 171592 members 
Entering Unmasked Estep 
Score: -38464196.000000 Penalty: 6273.148438
	Iteration 5F: 3 clusters Score -3.84642e+07 nChanged 17564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131148 members 
Mstep: Class 2 contains 179830 members 
Entering Unmasked Estep 
Score: -38474976.000000 Penalty: 6273.148438
	Iteration 6F: 3 clusters Score -3.847498e+07 nChanged 18514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121228 members 
Mstep: Class 2 contains 189750 members 
Entering Unmasked Estep 
Score: -38486936.000000 Penalty: 6273.148438
	Iteration 7F: 3 clusters Score -3.848694e+07 nChanged 18136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110640 members 
Mstep: Class 2 contains 200338 members 
Entering Unmasked Estep 
Score: -38498644.000000 Penalty: 6273.148438
	Iteration 8F: 3 clusters Score -3.849864e+07 nChanged 15444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100952 members 
Mstep: Class 2 contains 210026 members 
Entering Unmasked Estep 
Score: -38506360.000000 Penalty: 6273.148438
	Iteration 9Q: 3 clusters Score -3.850636e+07 nChanged 12218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92260 members 
Mstep: Class 2 contains 218718 members 
Entering Unmasked Estep 
Score: -38510400.000000 Penalty: 6273.148438
	Iteration 10Q: 3 clusters Score -3.85104e+07 nChanged 9776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84478 members 
Mstep: Class 2 contains 226500 members 
Entering Unmasked Estep 
Score: -38512468.000000 Penalty: 6273.148438
	Iteration 11Q: 3 clusters Score -3.851247e+07 nChanged 7986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77596 members 
Mstep: Class 2 contains 233382 members 
Entering Unmasked Estep 
Score: -38514032.000000 Penalty: 6273.148438
	Iteration 12Q: 3 clusters Score -3.851403e+07 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71258 members 
Mstep: Class 2 contains 239720 members 
Entering Unmasked Estep 
Score: -38515328.000000 Penalty: 6273.148438
	Iteration 13Q: 3 clusters Score -3.851533e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65456 members 
Mstep: Class 2 contains 245522 members 
Entering Unmasked Estep 
Score: -38516104.000000 Penalty: 6273.148438
	Iteration 14Q: 3 clusters Score -3.85161e+07 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59992 members 
Mstep: Class 2 contains 250986 members 
Entering Unmasked Estep 
Score: -38517076.000000 Penalty: 6273.148438
	Iteration 15Q: 3 clusters Score -3.851708e+07 nChanged 5267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54955 members 
Mstep: Class 2 contains 256023 members 
Entering Unmasked Estep 
Score: -38517808.000000 Penalty: 6273.148438
	Iteration 16Q: 3 clusters Score -3.851781e+07 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50258 members 
Mstep: Class 2 contains 260720 members 
Entering Unmasked Estep 
Score: -38518752.000000 Penalty: 6273.148438
	Iteration 17Q: 3 clusters Score -3.851875e+07 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45882 members 
Mstep: Class 2 contains 265096 members 
Entering Unmasked Estep 
Score: -38519412.000000 Penalty: 6273.148438
	Iteration 18Q: 3 clusters Score -3.851941e+07 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41829 members 
Mstep: Class 2 contains 269149 members 
Entering Unmasked Estep 
Score: -38520364.000000 Penalty: 6273.148438
	Iteration 19Q: 3 clusters Score -3.852036e+07 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37866 members 
Mstep: Class 2 contains 273112 members 
Entering Unmasked Estep 
Score: -38521480.000000 Penalty: 6273.148438
	Iteration 20F: 3 clusters Score -3.852148e+07 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34086 members 
Mstep: Class 2 contains 276892 members 
Entering Unmasked Estep 
Score: -38522664.000000 Penalty: 6273.148438
	Iteration 21Q: 3 clusters Score -3.852266e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 280575 members 
Entering Unmasked Estep 
Score: -38524008.000000 Penalty: 6273.148438
	Iteration 22Q: 3 clusters Score -3.852401e+07 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 284137 members 
Entering Unmasked Estep 
Score: -38525328.000000 Penalty: 6273.148438
	Iteration 23Q: 3 clusters Score -3.852533e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 287502 members 
Entering Unmasked Estep 
Score: -38526836.000000 Penalty: 6273.148438
	Iteration 24Q: 3 clusters Score -3.852684e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 290596 members 
Entering Unmasked Estep 
Score: -38528616.000000 Penalty: 6273.148438
	Iteration 25Q: 3 clusters Score -3.852862e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 293434 members 
Entering Unmasked Estep 
Score: -38530764.000000 Penalty: 6273.148438
	Iteration 26Q: 3 clusters Score -3.853076e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 296050 members 
Entering Unmasked Estep 
Score: -38533236.000000 Penalty: 6273.148438
	Iteration 27Q: 3 clusters Score -3.853324e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 298426 members 
Entering Unmasked Estep 
Score: -38535488.000000 Penalty: 6273.148438
	Iteration 28Q: 3 clusters Score -3.853549e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 300529 members 
Entering Unmasked Estep 
Score: -38536644.000000 Penalty: 6273.148438
	Iteration 29Q: 3 clusters Score -3.853664e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 302371 members 
Entering Unmasked Estep 
Score: -38537328.000000 Penalty: 6273.148438
	Iteration 30Q: 3 clusters Score -3.853733e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 303833 members 
Entering Unmasked Estep 
Score: -38537792.000000 Penalty: 6273.148438
	Iteration 31Q: 3 clusters Score -3.853779e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 305034 members 
Entering Unmasked Estep 
Score: -38537988.000000 Penalty: 6273.148438
	Iteration 32Q: 3 clusters Score -3.853799e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 305992 members 
Entering Unmasked Estep 
Score: -38538152.000000 Penalty: 6273.148438
	Iteration 33Q: 3 clusters Score -3.853815e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 306708 members 
Entering Unmasked Estep 
Score: -38538148.000000 Penalty: 6273.148438
	Iteration 34Q: 3 clusters Score -3.853815e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 307261 members 
Entering Unmasked Estep 
Score: -38537940.000000 Penalty: 6273.148438
	Iteration 35Q: 3 clusters Score -3.853794e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 307657 members 
Entering Unmasked Estep 
Score: -38537852.000000 Penalty: 6273.148438
	Iteration 36Q: 3 clusters Score -3.853785e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 307944 members 
Entering Unmasked Estep 
Score: -38537792.000000 Penalty: 6273.148438
	Iteration 37Q: 3 clusters Score -3.853779e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 308153 members 
Entering Unmasked Estep 
Score: -38537680.000000 Penalty: 6273.148438
	Iteration 38Q: 3 clusters Score -3.853768e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 308328 members 
Entering Unmasked Estep 
Score: -38537596.000000 Penalty: 6273.148438
	Iteration 39Q: 3 clusters Score -3.85376e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 308453 members 
Entering Unmasked Estep 
Score: -38537532.000000 Penalty: 6273.148438
	Iteration 40F: 3 clusters Score -3.853753e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 308540 members 
Entering Unmasked Estep 
Score: -38537420.000000 Penalty: 6273.148438
	Iteration 41Q: 3 clusters Score -3.853742e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 308617 members 
Entering Unmasked Estep 
Score: -38537400.000000 Penalty: 6273.148438
	Iteration 42Q: 3 clusters Score -3.85374e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 308675 members 
Entering Unmasked Estep 
Score: -38537352.000000 Penalty: 6273.148438
	Iteration 43Q: 3 clusters Score -3.853735e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 308706 members 
Entering Unmasked Estep 
Score: -38537308.000000 Penalty: 6273.148438
	Iteration 44Q: 3 clusters Score -3.853731e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 308735 members 
Entering Unmasked Estep 
Score: -38537296.000000 Penalty: 6273.148438
	Iteration 45Q: 3 clusters Score -3.85373e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 308763 members 
Entering Unmasked Estep 
Score: -38537312.000000 Penalty: 6273.148438
	Iteration 46Q: 3 clusters Score -3.853731e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 308785 members 
Entering Unmasked Estep 
Score: -38537300.000000 Penalty: 6273.148438
	Iteration 47Q: 3 clusters Score -3.85373e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 308800 members 
Entering Unmasked Estep 
Score: -38537312.000000 Penalty: 6273.148438
	Iteration 48Q: 3 clusters Score -3.853731e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 308813 members 
Entering Unmasked Estep 
Score: -38537336.000000 Penalty: 6273.148438
	Iteration 49Q: 3 clusters Score -3.853734e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 308828 members 
Entering Unmasked Estep 
Score: -38537340.000000 Penalty: 6273.148438
	Iteration 50Q: 3 clusters Score -3.853734e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 308841 members 
Entering Unmasked Estep 
Score: -38537360.000000 Penalty: 6273.148438
	Iteration 51Q: 3 clusters Score -3.853736e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 308847 members 
Entering Unmasked Estep 
Score: -38537352.000000 Penalty: 6273.148438
	Iteration 52Q: 3 clusters Score -3.853735e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 308859 members 
Entering Unmasked Estep 
Score: -38537316.000000 Penalty: 6273.148438
	Iteration 53Q: 3 clusters Score -3.853732e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 308867 members 
Entering Unmasked Estep 
Score: -38537320.000000 Penalty: 6273.148438
	Iteration 54Q: 3 clusters Score -3.853732e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 308878 members 
Entering Unmasked Estep 
Score: -38537308.000000 Penalty: 6273.148438
	Iteration 55Q: 3 clusters Score -3.853731e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 308889 members 
Entering Unmasked Estep 
Score: -38537316.000000 Penalty: 6273.148438
	Iteration 56Q: 3 clusters Score -3.853732e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 308899 members 
Entering Unmasked Estep 
Score: -38537296.000000 Penalty: 6273.148438
	Iteration 57Q: 3 clusters Score -3.85373e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 308916 members 
Entering Unmasked Estep 
Score: -38537256.000000 Penalty: 6273.148438
	Iteration 58Q: 3 clusters Score -3.853726e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 308922 members 
Entering Unmasked Estep 
Score: -38537260.000000 Penalty: 6273.148438
	Iteration 59Q: 3 clusters Score -3.853726e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 308925 members 
Entering Unmasked Estep 
Score: -38537244.000000 Penalty: 6273.148438
	Iteration 60F: 3 clusters Score -3.853724e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 308927 members 
Entering Unmasked Estep 
Score: -38537252.000000 Penalty: 6273.148438
	Iteration 61Q: 3 clusters Score -3.853725e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 308927 members 
Entering Unmasked Estep 
Score: -38537228.000000 Penalty: 6273.148438
	Iteration 62Q: 3 clusters Score -3.853723e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 308929 members 
Entering Unmasked Estep 
Score: -38537256.000000 Penalty: 6273.148438
	Iteration 63Q: 3 clusters Score -3.853726e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 308936 members 
Entering Unmasked Estep 
Score: -38537216.000000 Penalty: 6273.148438
	Iteration 64Q: 3 clusters Score -3.853722e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 308936 members 
Entering Unmasked Estep 
Score: -38537240.000000 Penalty: 6273.148438
	Iteration 65Q: 3 clusters Score -3.853724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 308939 members 
Entering Unmasked Estep 
Score: -38537244.000000 Penalty: 6273.148438
	Iteration 66Q: 3 clusters Score -3.853724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 308942 members 
Entering Unmasked Estep 
Score: -38537240.000000 Penalty: 6273.148438
	Iteration 67Q: 3 clusters Score -3.853724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 308944 members 
Entering Unmasked Estep 
Score: -38537236.000000 Penalty: 6273.148438
	Iteration 68Q: 3 clusters Score -3.853724e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 308946 members 
Entering Unmasked Estep 
Score: -38537240.000000 Penalty: 6273.148438
	Iteration 69Q: 3 clusters Score -3.853724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 308949 members 
Entering Unmasked Estep 
Score: -38537228.000000 Penalty: 6273.148438
	Iteration 70Q: 3 clusters Score -3.853723e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 308953 members 
Entering Unmasked Estep 
Score: -38537212.000000 Penalty: 6273.148438
	Iteration 71Q: 3 clusters Score -3.853721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 308956 members 
Entering Unmasked Estep 
Score: -38537212.000000 Penalty: 6273.148438
	Iteration 72Q: 3 clusters Score -3.853721e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 308959 members 
Entering Unmasked Estep 
Score: -38537220.000000 Penalty: 6273.148438
	Iteration 73Q: 3 clusters Score -3.853722e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 308965 members 
Entering Unmasked Estep 
Score: -38537236.000000 Penalty: 6273.148438
	Iteration 74Q: 3 clusters Score -3.853724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 308966 members 
Entering Unmasked Estep 
Score: -38537224.000000 Penalty: 6273.148438
	Iteration 75Q: 3 clusters Score -3.853722e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 308973 members 
Entering Unmasked Estep 
Score: -38537220.000000 Penalty: 6273.148438
	Iteration 76Q: 3 clusters Score -3.853722e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 308973 members 
Entering Unmasked Estep 
Score: -38537244.000000 Penalty: 6273.148438
	Iteration 77Q: 3 clusters Score -3.853724e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 308972 members 
Entering Unmasked Estep 
Score: -38537244.000000 Penalty: 6273.148438
	Iteration 78Q: 3 clusters Score -3.853724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 308971 members 
Entering Unmasked Estep 
Score: -38537244.000000 Penalty: 6273.148438
	Iteration 79Q: 3 clusters Score -3.853724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 308972 members 
Entering Unmasked Estep 
Score: -38537252.000000 Penalty: 6273.148438
	Iteration 80F: 3 clusters Score -3.853725e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 14370 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57534 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 7 contains 5047 members 
Mstep: Class 8 contains 17681 members 
Mstep: Class 9 contains 3219 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21756 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172646 members 
Mstep: Class 15 contains 61557 members 
Mstep: Class 16 contains 2315 members 
Mstep: Class 17 contains 43930 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33446 members 
Mstep: Class 20 contains 2418 members 
Mstep: Class 21 contains 14191 members 
Mstep: Class 22 contains 2181 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54911 members 
Mstep: Class 25 contains 308972 members 
Entering Unmasked Estep 
Score: -104768880.000000 Penalty: 84702.414062
Splitting cluster 6 changes total score from -104769320.000000 to -104768880.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (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: -643470.187500 Penalty: 2114.584229
	Iteration 0F: 2 clusters Score -643470.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -638908.625000 Penalty: 4229.168457
	Iteration 0F: 3 clusters Score -638908.6 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -639995.750000 Penalty: 4229.168457
	Iteration 1F: 3 clusters Score -639995.8 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -640211.125000 Penalty: 4229.168457
	Iteration 2F: 3 clusters Score -640211.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -640333.500000 Penalty: 4229.168457
	Iteration 3Q: 3 clusters Score -640333.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -640410.812500 Penalty: 4229.168457
	Iteration 4Q: 3 clusters Score -640410.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -640476.875000 Penalty: 4229.168457
	Iteration 5Q: 3 clusters Score -640476.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -640534.812500 Penalty: 4229.168457
	Iteration 6Q: 3 clusters Score -640534.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -640584.500000 Penalty: 4229.168457
	Iteration 7Q: 3 clusters Score -640584.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -640632.375000 Penalty: 4229.168457
	Iteration 8Q: 3 clusters Score -640632.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -640687.625000 Penalty: 4229.168457
	Iteration 9Q: 3 clusters Score -640687.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -640739.000000 Penalty: 4229.168457
	Iteration 10Q: 3 clusters Score -640739 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -640786.437500 Penalty: 4229.168457
	Iteration 11Q: 3 clusters Score -640786.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -640843.125000 Penalty: 4229.168457
	Iteration 12Q: 3 clusters Score -640843.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -640899.062500 Penalty: 4229.168457
	Iteration 13Q: 3 clusters Score -640899.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -640947.750000 Penalty: 4229.168457
	Iteration 14Q: 3 clusters Score -640947.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -641001.687500 Penalty: 4229.168457
	Iteration 15Q: 3 clusters Score -641001.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -641071.000000 Penalty: 4229.168457
	Iteration 16Q: 3 clusters Score -641071 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -641127.562500 Penalty: 4229.168457
	Iteration 17Q: 3 clusters Score -641127.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -641186.375000 Penalty: 4229.168457
	Iteration 18Q: 3 clusters Score -641186.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -641233.250000 Penalty: 4229.168457
	Iteration 19Q: 3 clusters Score -641233.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -641278.500000 Penalty: 4229.168457
	Iteration 20F: 3 clusters Score -641278.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -641330.687500 Penalty: 4229.168457
	Iteration 21Q: 3 clusters Score -641330.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -641366.250000 Penalty: 4229.168457
	Iteration 22Q: 3 clusters Score -641366.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -641407.812500 Penalty: 4229.168457
	Iteration 23Q: 3 clusters Score -641407.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -641434.375000 Penalty: 4229.168457
	Iteration 24Q: 3 clusters Score -641434.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -641458.437500 Penalty: 4229.168457
	Iteration 25Q: 3 clusters Score -641458.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -641482.875000 Penalty: 4229.168457
	Iteration 26Q: 3 clusters Score -641482.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -641498.562500 Penalty: 4229.168457
	Iteration 27Q: 3 clusters Score -641498.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -641513.000000 Penalty: 4229.168457
	Iteration 28Q: 3 clusters Score -641513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -641520.687500 Penalty: 4229.168457
	Iteration 29Q: 3 clusters Score -641520.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -641526.625000 Penalty: 4229.168457
	Iteration 30Q: 3 clusters Score -641526.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -641531.625000 Penalty: 4229.168457
	Iteration 31Q: 3 clusters Score -641531.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -641536.375000 Penalty: 4229.168457
	Iteration 32Q: 3 clusters Score -641536.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -641544.250000 Penalty: 4229.168457
	Iteration 33Q: 3 clusters Score -641544.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -641552.687500 Penalty: 4229.168457
	Iteration 34Q: 3 clusters Score -641552.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -641559.875000 Penalty: 4229.168457
	Iteration 35Q: 3 clusters Score -641559.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -641563.250000 Penalty: 4229.168457
	Iteration 36Q: 3 clusters Score -641563.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -641566.750000 Penalty: 4229.168457
	Iteration 37Q: 3 clusters Score -641566.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -641566.562500 Penalty: 4229.168457
	Iteration 38Q: 3 clusters Score -641566.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -641567.500000 Penalty: 4229.168457
	Iteration 39Q: 3 clusters Score -641567.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -641568.187500 Penalty: 4229.168457
	Iteration 40F: 3 clusters Score -641568.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -641569.437500 Penalty: 4229.168457
	Iteration 41Q: 3 clusters Score -641569.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -641569.437500 Penalty: 4229.168457
	Iteration 42F: 3 clusters Score -641569.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Entering Unmasked Estep 
Score: -2220531.250000 Penalty: 2425.500977
	Iteration 0F: 2 clusters Score -2220531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -2208001.500000 Penalty: 4851.001953
	Iteration 0F: 3 clusters Score -2208002 nChanged 7751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -2212004.750000 Penalty: 4851.001953
	Iteration 1F: 3 clusters Score -2212005 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -2212298.750000 Penalty: 4851.001953
	Iteration 2F: 3 clusters Score -2212299 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -2212510.250000 Penalty: 4851.001953
	Iteration 3Q: 3 clusters Score -2212510 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -2212695.250000 Penalty: 4851.001953
	Iteration 4Q: 3 clusters Score -2212695 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -2212836.750000 Penalty: 4851.001953
	Iteration 5Q: 3 clusters Score -2212837 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -2212973.500000 Penalty: 4851.001953
	Iteration 6Q: 3 clusters Score -2212974 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -2213101.750000 Penalty: 4851.001953
	Iteration 7Q: 3 clusters Score -2213102 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -2213280.250000 Penalty: 4851.001953
	Iteration 8Q: 3 clusters Score -2213280 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -2213491.500000 Penalty: 4851.001953
	Iteration 9Q: 3 clusters Score -2213492 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -2213749.250000 Penalty: 4851.001953
	Iteration 10Q: 3 clusters Score -2213749 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -2214074.250000 Penalty: 4851.001953
	Iteration 11Q: 3 clusters Score -2214074 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -2214495.250000 Penalty: 4851.001953
	Iteration 12Q: 3 clusters Score -2214495 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -2214973.000000 Penalty: 4851.001953
	Iteration 13Q: 3 clusters Score -2214973 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -2215509.000000 Penalty: 4851.001953
	Iteration 14Q: 3 clusters Score -2215509 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14073 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -2216066.500000 Penalty: 4851.001953
	Iteration 15Q: 3 clusters Score -2216066 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -2216562.500000 Penalty: 4851.001953
	Iteration 16Q: 3 clusters Score -2216562 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -2217004.250000 Penalty: 4851.001953
	Iteration 17Q: 3 clusters Score -2217004 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2217379.500000 Penalty: 4851.001953
	Iteration 18Q: 3 clusters Score -2217380 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2217679.250000 Penalty: 4851.001953
	Iteration 19Q: 3 clusters Score -2217679 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2217898.000000 Penalty: 4851.001953
	Iteration 20F: 3 clusters Score -2217898 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2218041.750000 Penalty: 4851.001953
	Iteration 21Q: 3 clusters Score -2218042 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2218137.750000 Penalty: 4851.001953
	Iteration 22Q: 3 clusters Score -2218138 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2218204.750000 Penalty: 4851.001953
	Iteration 23Q: 3 clusters Score -2218205 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2218273.500000 Penalty: 4851.001953
	Iteration 24Q: 3 clusters Score -2218274 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2218316.250000 Penalty: 4851.001953
	Iteration 25Q: 3 clusters Score -2218316 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2218355.250000 Penalty: 4851.001953
	Iteration 26Q: 3 clusters Score -2218355 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2218387.750000 Penalty: 4851.001953
	Iteration 27Q: 3 clusters Score -2218388 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2218405.250000 Penalty: 4851.001953
	Iteration 28Q: 3 clusters Score -2218405 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2218417.250000 Penalty: 4851.001953
	Iteration 29Q: 3 clusters Score -2218417 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2218428.000000 Penalty: 4851.001953
	Iteration 30Q: 3 clusters Score -2218428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2218437.750000 Penalty: 4851.001953
	Iteration 31Q: 3 clusters Score -2218438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2218447.750000 Penalty: 4851.001953
	Iteration 32Q: 3 clusters Score -2218448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2218451.500000 Penalty: 4851.001953
	Iteration 33Q: 3 clusters Score -2218452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2218457.500000 Penalty: 4851.001953
	Iteration 34Q: 3 clusters Score -2218458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2218457.500000 Penalty: 4851.001953
	Iteration 35Q: 3 clusters Score -2218458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2218462.000000 Penalty: 4851.001953
	Iteration 36Q: 3 clusters Score -2218462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2218462.500000 Penalty: 4851.001953
	Iteration 37Q: 3 clusters Score -2218462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2218465.750000 Penalty: 4851.001953
	Iteration 38Q: 3 clusters Score -2218466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2218471.250000 Penalty: 4851.001953
	Iteration 39Q: 3 clusters Score -2218471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2218473.000000 Penalty: 4851.001953
	Iteration 40F: 3 clusters Score -2218473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2218476.000000 Penalty: 4851.001953
	Iteration 41Q: 3 clusters Score -2218476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2218482.750000 Penalty: 4851.001953
	Iteration 42Q: 3 clusters Score -2218483 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2218487.500000 Penalty: 4851.001953
	Iteration 43Q: 3 clusters Score -2218488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2218492.000000 Penalty: 4851.001953
	Iteration 44Q: 3 clusters Score -2218492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2218496.500000 Penalty: 4851.001953
	Iteration 45Q: 3 clusters Score -2218496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2218496.500000 Penalty: 4851.001953
	Iteration 46Q: 3 clusters Score -2218496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2218500.000000 Penalty: 4851.001953
	Iteration 47Q: 3 clusters Score -2218500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2218499.000000 Penalty: 4851.001953
	Iteration 48Q: 3 clusters Score -2218499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2218503.500000 Penalty: 4851.001953
	Iteration 49Q: 3 clusters Score -2218504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2218503.750000 Penalty: 4851.001953
	Iteration 50Q: 3 clusters Score -2218504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2218503.750000 Penalty: 4851.001953
	Iteration 51F: 3 clusters Score -2218504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Entering Unmasked Estep 
Score: -385871.031250 Penalty: 2003.052856
	Iteration 0F: 2 clusters Score -385871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -382458.437500 Penalty: 4006.105713
	Iteration 0F: 3 clusters Score -382458.4 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -383165.406250 Penalty: 4006.105713
	Iteration 1F: 3 clusters Score -383165.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -383334.718750 Penalty: 4006.105713
	Iteration 2F: 3 clusters Score -383334.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -383430.625000 Penalty: 4006.105713
	Iteration 3Q: 3 clusters Score -383430.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -383479.531250 Penalty: 4006.105713
	Iteration 4Q: 3 clusters Score -383479.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -383509.187500 Penalty: 4006.105713
	Iteration 5Q: 3 clusters Score -383509.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -383532.875000 Penalty: 4006.105713
	Iteration 6Q: 3 clusters Score -383532.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -383548.218750 Penalty: 4006.105713
	Iteration 7Q: 3 clusters Score -383548.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -383559.593750 Penalty: 4006.105713
	Iteration 8Q: 3 clusters Score -383559.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -383567.031250 Penalty: 4006.105713
	Iteration 9Q: 3 clusters Score -383567 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -383576.812500 Penalty: 4006.105713
	Iteration 10Q: 3 clusters Score -383576.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -383587.656250 Penalty: 4006.105713
	Iteration 11Q: 3 clusters Score -383587.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -383596.812500 Penalty: 4006.105713
	Iteration 12Q: 3 clusters Score -383596.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -383608.093750 Penalty: 4006.105713
	Iteration 13Q: 3 clusters Score -383608.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -383617.843750 Penalty: 4006.105713
	Iteration 14Q: 3 clusters Score -383617.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -383627.875000 Penalty: 4006.105713
	Iteration 15Q: 3 clusters Score -383627.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -383635.375000 Penalty: 4006.105713
	Iteration 16Q: 3 clusters Score -383635.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -383643.093750 Penalty: 4006.105713
	Iteration 17Q: 3 clusters Score -383643.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -383649.125000 Penalty: 4006.105713
	Iteration 18Q: 3 clusters Score -383649.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -383654.781250 Penalty: 4006.105713
	Iteration 19Q: 3 clusters Score -383654.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -383656.156250 Penalty: 4006.105713
	Iteration 20F: 3 clusters Score -383656.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -383658.031250 Penalty: 4006.105713
	Iteration 21Q: 3 clusters Score -383658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -383659.468750 Penalty: 4006.105713
	Iteration 22Q: 3 clusters Score -383659.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -383663.562500 Penalty: 4006.105713
	Iteration 23Q: 3 clusters Score -383663.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -383665.343750 Penalty: 4006.105713
	Iteration 24Q: 3 clusters Score -383665.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -383667.468750 Penalty: 4006.105713
	Iteration 25Q: 3 clusters Score -383667.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -383669.000000 Penalty: 4006.105713
	Iteration 26Q: 3 clusters Score -383669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -383670.375000 Penalty: 4006.105713
	Iteration 27Q: 3 clusters Score -383670.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -383676.156250 Penalty: 4006.105713
	Iteration 28Q: 3 clusters Score -383676.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -383677.062500 Penalty: 4006.105713
	Iteration 29Q: 3 clusters Score -383677.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -383679.062500 Penalty: 4006.105713
	Iteration 30Q: 3 clusters Score -383679.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -383680.750000 Penalty: 4006.105713
	Iteration 31Q: 3 clusters Score -383680.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -383684.750000 Penalty: 4006.105713
	Iteration 32Q: 3 clusters Score -383684.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -383689.031250 Penalty: 4006.105713
	Iteration 33Q: 3 clusters Score -383689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -383689.812500 Penalty: 4006.105713
	Iteration 34Q: 3 clusters Score -383689.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -383691.000000 Penalty: 4006.105713
	Iteration 35Q: 3 clusters Score -383691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -383691.625000 Penalty: 4006.105713
	Iteration 36Q: 3 clusters Score -383691.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -383692.187500 Penalty: 4006.105713
	Iteration 37Q: 3 clusters Score -383692.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -383692.406250 Penalty: 4006.105713
	Iteration 38Q: 3 clusters Score -383692.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -383694.312500 Penalty: 4006.105713
	Iteration 39Q: 3 clusters Score -383694.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -383694.343750 Penalty: 4006.105713
	Iteration 40F: 3 clusters Score -383694.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -383695.187500 Penalty: 4006.105713
	Iteration 41Q: 3 clusters Score -383695.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -383697.000000 Penalty: 4006.105713
	Iteration 42Q: 3 clusters Score -383697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -383698.093750 Penalty: 4006.105713
	Iteration 43Q: 3 clusters Score -383698.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -383699.781250 Penalty: 4006.105713
	Iteration 44Q: 3 clusters Score -383699.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -383704.281250 Penalty: 4006.105713
	Iteration 45Q: 3 clusters Score -383704.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -383707.125000 Penalty: 4006.105713
	Iteration 46Q: 3 clusters Score -383707.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -383707.375000 Penalty: 4006.105713
	Iteration 47Q: 3 clusters Score -383707.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -383709.843750 Penalty: 4006.105713
	Iteration 48Q: 3 clusters Score -383709.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -383711.843750 Penalty: 4006.105713
	Iteration 49Q: 3 clusters Score -383711.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -383712.437500 Penalty: 4006.105713
	Iteration 50Q: 3 clusters Score -383712.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -383713.250000 Penalty: 4006.105713
	Iteration 51Q: 3 clusters Score -383713.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -383714.593750 Penalty: 4006.105713
	Iteration 52Q: 3 clusters Score -383714.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -383716.250000 Penalty: 4006.105713
	Iteration 53Q: 3 clusters Score -383716.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -383718.156250 Penalty: 4006.105713
	Iteration 54Q: 3 clusters Score -383718.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -383721.468750 Penalty: 4006.105713
	Iteration 55Q: 3 clusters Score -383721.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -383723.781250 Penalty: 4006.105713
	Iteration 56Q: 3 clusters Score -383723.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -383727.187500 Penalty: 4006.105713
	Iteration 57Q: 3 clusters Score -383727.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -383729.343750 Penalty: 4006.105713
	Iteration 58Q: 3 clusters Score -383729.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -383730.656250 Penalty: 4006.105713
	Iteration 59Q: 3 clusters Score -383730.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -383732.406250 Penalty: 4006.105713
	Iteration 60F: 3 clusters Score -383732.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -383734.906250 Penalty: 4006.105713
	Iteration 61Q: 3 clusters Score -383734.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -383737.437500 Penalty: 4006.105713
	Iteration 62Q: 3 clusters Score -383737.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -383738.375000 Penalty: 4006.105713
	Iteration 63Q: 3 clusters Score -383738.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -383738.625000 Penalty: 4006.105713
	Iteration 64Q: 3 clusters Score -383738.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -383740.000000 Penalty: 4006.105713
	Iteration 65Q: 3 clusters Score -383740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -383741.062500 Penalty: 4006.105713
	Iteration 66Q: 3 clusters Score -383741.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -383742.437500 Penalty: 4006.105713
	Iteration 67Q: 3 clusters Score -383742.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -383743.562500 Penalty: 4006.105713
	Iteration 68Q: 3 clusters Score -383743.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -383745.437500 Penalty: 4006.105713
	Iteration 69Q: 3 clusters Score -383745.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -383747.812500 Penalty: 4006.105713
	Iteration 70Q: 3 clusters Score -383747.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -383748.156250 Penalty: 4006.105713
	Iteration 71Q: 3 clusters Score -383748.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -383748.906250 Penalty: 4006.105713
	Iteration 72Q: 3 clusters Score -383748.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -383749.812500 Penalty: 4006.105713
	Iteration 73Q: 3 clusters Score -383749.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -383751.093750 Penalty: 4006.105713
	Iteration 74Q: 3 clusters Score -383751.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -383751.156250 Penalty: 4006.105713
	Iteration 75Q: 3 clusters Score -383751.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -383751.250000 Penalty: 4006.105713
	Iteration 76Q: 3 clusters Score -383751.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -383752.281250 Penalty: 4006.105713
	Iteration 77Q: 3 clusters Score -383752.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -383751.781250 Penalty: 4006.105713
	Iteration 78Q: 3 clusters Score -383751.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -383751.781250 Penalty: 4006.105713
	Iteration 79F: 3 clusters Score -383751.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Entering Unmasked Estep 
Score: -844952.437500 Penalty: 2183.621338
	Iteration 0F: 2 clusters Score -844952.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -839388.437500 Penalty: 4367.242676
	Iteration 0F: 3 clusters Score -839388.4 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -840772.812500 Penalty: 4367.242676
	Iteration 1F: 3 clusters Score -840772.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -841028.062500 Penalty: 4367.242676
	Iteration 2F: 3 clusters Score -841028.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -841203.875000 Penalty: 4367.242676
	Iteration 3F: 3 clusters Score -841203.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -841321.812500 Penalty: 4367.242676
	Iteration 4Q: 3 clusters Score -841321.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -841409.875000 Penalty: 4367.242676
	Iteration 5Q: 3 clusters Score -841409.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -841480.625000 Penalty: 4367.242676
	Iteration 6Q: 3 clusters Score -841480.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -841546.937500 Penalty: 4367.242676
	Iteration 7Q: 3 clusters Score -841546.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -841609.812500 Penalty: 4367.242676
	Iteration 8Q: 3 clusters Score -841609.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -841678.625000 Penalty: 4367.242676
	Iteration 9Q: 3 clusters Score -841678.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -841747.187500 Penalty: 4367.242676
	Iteration 10Q: 3 clusters Score -841747.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -841820.000000 Penalty: 4367.242676
	Iteration 11Q: 3 clusters Score -841820 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -841897.000000 Penalty: 4367.242676
	Iteration 12Q: 3 clusters Score -841897 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -841987.750000 Penalty: 4367.242676
	Iteration 13Q: 3 clusters Score -841987.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -842078.312500 Penalty: 4367.242676
	Iteration 14Q: 3 clusters Score -842078.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -842188.437500 Penalty: 4367.242676
	Iteration 15Q: 3 clusters Score -842188.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -842309.062500 Penalty: 4367.242676
	Iteration 16Q: 3 clusters Score -842309.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -842445.750000 Penalty: 4367.242676
	Iteration 17Q: 3 clusters Score -842445.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -842561.250000 Penalty: 4367.242676
	Iteration 18Q: 3 clusters Score -842561.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -842664.437500 Penalty: 4367.242676
	Iteration 19Q: 3 clusters Score -842664.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -842742.500000 Penalty: 4367.242676
	Iteration 20F: 3 clusters Score -842742.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -842796.125000 Penalty: 4367.242676
	Iteration 21Q: 3 clusters Score -842796.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -842850.312500 Penalty: 4367.242676
	Iteration 22Q: 3 clusters Score -842850.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -842906.750000 Penalty: 4367.242676
	Iteration 23Q: 3 clusters Score -842906.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -842943.750000 Penalty: 4367.242676
	Iteration 24Q: 3 clusters Score -842943.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -842967.250000 Penalty: 4367.242676
	Iteration 25Q: 3 clusters Score -842967.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -842983.562500 Penalty: 4367.242676
	Iteration 26Q: 3 clusters Score -842983.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -842995.062500 Penalty: 4367.242676
	Iteration 27Q: 3 clusters Score -842995.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -843003.687500 Penalty: 4367.242676
	Iteration 28Q: 3 clusters Score -843003.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -843014.500000 Penalty: 4367.242676
	Iteration 29Q: 3 clusters Score -843014.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -843028.750000 Penalty: 4367.242676
	Iteration 30Q: 3 clusters Score -843028.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -843047.062500 Penalty: 4367.242676
	Iteration 31Q: 3 clusters Score -843047.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -843058.937500 Penalty: 4367.242676
	Iteration 32Q: 3 clusters Score -843058.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -843065.000000 Penalty: 4367.242676
	Iteration 33Q: 3 clusters Score -843065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -843067.312500 Penalty: 4367.242676
	Iteration 34Q: 3 clusters Score -843067.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -843068.187500 Penalty: 4367.242676
	Iteration 35Q: 3 clusters Score -843068.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -843069.187500 Penalty: 4367.242676
	Iteration 36Q: 3 clusters Score -843069.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -843069.687500 Penalty: 4367.242676
	Iteration 37Q: 3 clusters Score -843069.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -843069.687500 Penalty: 4367.242676
	Iteration 38F: 3 clusters Score -843069.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Entering Unmasked Estep 
Score: -2614621.500000 Penalty: 2476.936035
	Iteration 0F: 2 clusters Score -2614622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -2599361.250000 Penalty: 4953.872070
	Iteration 0F: 3 clusters Score -2599361 nChanged 9565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -2604659.750000 Penalty: 4953.872070
	Iteration 1F: 3 clusters Score -2604660 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -2605077.000000 Penalty: 4953.872070
	Iteration 2F: 3 clusters Score -2605077 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -2605490.250000 Penalty: 4953.872070
	Iteration 3Q: 3 clusters Score -2605490 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -2605851.000000 Penalty: 4953.872070
	Iteration 4Q: 3 clusters Score -2605851 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 10246 members 
Entering Unmasked Estep 
Score: -2606254.500000 Penalty: 4953.872070
	Iteration 5Q: 3 clusters Score -2606254 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -2606755.750000 Penalty: 4953.872070
	Iteration 6Q: 3 clusters Score -2606756 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -2607365.750000 Penalty: 4953.872070
	Iteration 7F: 3 clusters Score -2607366 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -2608070.750000 Penalty: 4953.872070
	Iteration 8F: 3 clusters Score -2608071 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13240 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -2608702.250000 Penalty: 4953.872070
	Iteration 9F: 3 clusters Score -2608702 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -2609175.000000 Penalty: 4953.872070
	Iteration 10Q: 3 clusters Score -2609175 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -2609491.750000 Penalty: 4953.872070
	Iteration 11Q: 3 clusters Score -2609492 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -2609727.250000 Penalty: 4953.872070
	Iteration 12Q: 3 clusters Score -2609727 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -2609850.250000 Penalty: 4953.872070
	Iteration 13Q: 3 clusters Score -2609850 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -2609939.000000 Penalty: 4953.872070
	Iteration 14Q: 3 clusters Score -2609939 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -2609995.250000 Penalty: 4953.872070
	Iteration 15Q: 3 clusters Score -2609995 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -2610024.250000 Penalty: 4953.872070
	Iteration 16Q: 3 clusters Score -2610024 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -2610052.750000 Penalty: 4953.872070
	Iteration 17Q: 3 clusters Score -2610053 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -2610075.750000 Penalty: 4953.872070
	Iteration 18Q: 3 clusters Score -2610076 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -2610086.250000 Penalty: 4953.872070
	Iteration 19Q: 3 clusters Score -2610086 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -2610103.250000 Penalty: 4953.872070
	Iteration 20F: 3 clusters Score -2610103 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2610106.000000 Penalty: 4953.872070
	Iteration 21Q: 3 clusters Score -2610106 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -2610114.250000 Penalty: 4953.872070
	Iteration 22Q: 3 clusters Score -2610114 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -2610110.500000 Penalty: 4953.872070
	Iteration 23Q: 3 clusters Score -2610110 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -2610108.750000 Penalty: 4953.872070
	Iteration 24Q: 3 clusters Score -2610109 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -2610116.500000 Penalty: 4953.872070
	Iteration 25Q: 3 clusters Score -2610116 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -2610116.750000 Penalty: 4953.872070
	Iteration 26Q: 3 clusters Score -2610117 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -2610126.000000 Penalty: 4953.872070
	Iteration 27Q: 3 clusters Score -2610126 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -2610126.000000 Penalty: 4953.872070
	Iteration 28Q: 3 clusters Score -2610126 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -2610130.750000 Penalty: 4953.872070
	Iteration 29Q: 3 clusters Score -2610131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -2610130.250000 Penalty: 4953.872070
	Iteration 30Q: 3 clusters Score -2610130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -2610125.000000 Penalty: 4953.872070
	Iteration 31Q: 3 clusters Score -2610125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -2610123.500000 Penalty: 4953.872070
	Iteration 32Q: 3 clusters Score -2610124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -2610122.750000 Penalty: 4953.872070
	Iteration 33Q: 3 clusters Score -2610123 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14854 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -2610125.000000 Penalty: 4953.872070
	Iteration 34Q: 3 clusters Score -2610125 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -2610121.500000 Penalty: 4953.872070
	Iteration 35Q: 3 clusters Score -2610122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -2610128.250000 Penalty: 4953.872070
	Iteration 36Q: 3 clusters Score -2610128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -2610128.000000 Penalty: 4953.872070
	Iteration 37Q: 3 clusters Score -2610128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -2610127.750000 Penalty: 4953.872070
	Iteration 38Q: 3 clusters Score -2610128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -2610130.500000 Penalty: 4953.872070
	Iteration 39Q: 3 clusters Score -2610130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -2610133.000000 Penalty: 4953.872070
	Iteration 40F: 3 clusters Score -2610133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -2610132.000000 Penalty: 4953.872070
	Iteration 41Q: 3 clusters Score -2610132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -2610132.000000 Penalty: 4953.872070
	Iteration 42F: 3 clusters Score -2610132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Entering Unmasked Estep 
Score: -160317.593750 Penalty: 1793.359131
	Iteration 0F: 2 clusters Score -160317.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -158172.437500 Penalty: 3586.718262
	Iteration 0F: 3 clusters Score -158172.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -158564.953125 Penalty: 3586.718262
	Iteration 1F: 3 clusters Score -158565 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -158721.187500 Penalty: 3586.718262
	Iteration 2F: 3 clusters Score -158721.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -158866.609375 Penalty: 3586.718262
	Iteration 3F: 3 clusters Score -158866.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -159026.046875 Penalty: 3586.718262
	Iteration 4Q: 3 clusters Score -159026 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -159230.484375 Penalty: 3586.718262
	Iteration 5Q: 3 clusters Score -159230.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -159542.171875 Penalty: 3586.718262
	Iteration 6F: 3 clusters Score -159542.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -160001.140625 Penalty: 3586.718262
	Iteration 7F: 3 clusters Score -160001.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -160218.062500 Penalty: 3586.718262
	Iteration 8F: 3 clusters Score -160218.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -160318.656250 Penalty: 3586.718262
	Iteration 9Q: 3 clusters Score -160318.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -160367.593750 Penalty: 3586.718262
	Iteration 10Q: 3 clusters Score -160367.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -160410.437500 Penalty: 3586.718262
	Iteration 11Q: 3 clusters Score -160410.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -160446.609375 Penalty: 3586.718262
	Iteration 12Q: 3 clusters Score -160446.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -160464.875000 Penalty: 3586.718262
	Iteration 13Q: 3 clusters Score -160464.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -160469.859375 Penalty: 3586.718262
	Iteration 14Q: 3 clusters Score -160469.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -160471.312500 Penalty: 3586.718262
	Iteration 15Q: 3 clusters Score -160471.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -160471.828125 Penalty: 3586.718262
	Iteration 16Q: 3 clusters Score -160471.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -160471.828125 Penalty: 3586.718262
	Iteration 17F: 3 clusters Score -160471.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 14370 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57534 members 
Mstep: Class 6 contains 310978 members 
Mstep: Class 7 contains 5047 members 
Mstep: Class 8 contains 17681 members 
Mstep: Class 9 contains 3219 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21756 members 
Mstep: Class 12 contains 889 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172646 members 
Mstep: Class 15 contains 61557 members 
Mstep: Class 16 contains 2315 members 
Mstep: Class 17 contains 43930 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33446 members 
Mstep: Class 20 contains 2418 members 
Mstep: Class 21 contains 14191 members 
Mstep: Class 22 contains 2181 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54911 members 
Mstep: Class 25 contains 493 members 
Entering Unmasked Estep 
Score: -104767952.000000 Penalty: 84702.414062
Splitting cluster 12 changes total score from -104769320.000000 to -104767952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (1012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Entering Unmasked Estep 
Score: -117282.976562 Penalty: 1716.081665
	Iteration 0F: 2 clusters Score -117283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -115350.812500 Penalty: 3432.163330
	Iteration 0F: 3 clusters Score -115350.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -115678.156250 Penalty: 3432.163330
	Iteration 1F: 3 clusters Score -115678.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -115769.531250 Penalty: 3432.163330
	Iteration 2F: 3 clusters Score -115769.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -115822.101562 Penalty: 3432.163330
	Iteration 3Q: 3 clusters Score -115822.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -115869.648438 Penalty: 3432.163330
	Iteration 4Q: 3 clusters Score -115869.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -115900.835938 Penalty: 3432.163330
	Iteration 5Q: 3 clusters Score -115900.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -115929.734375 Penalty: 3432.163330
	Iteration 6Q: 3 clusters Score -115929.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -115944.093750 Penalty: 3432.163330
	Iteration 7Q: 3 clusters Score -115944.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -115947.757812 Penalty: 3432.163330
	Iteration 8Q: 3 clusters Score -115947.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -115954.546875 Penalty: 3432.163330
	Iteration 9Q: 3 clusters Score -115954.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -115956.757812 Penalty: 3432.163330
	Iteration 10Q: 3 clusters Score -115956.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -115960.164062 Penalty: 3432.163330
	Iteration 11Q: 3 clusters Score -115960.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -115963.140625 Penalty: 3432.163330
	Iteration 12Q: 3 clusters Score -115963.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -115966.445312 Penalty: 3432.163330
	Iteration 13Q: 3 clusters Score -115966.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -115971.429688 Penalty: 3432.163330
	Iteration 14Q: 3 clusters Score -115971.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -115974.320312 Penalty: 3432.163330
	Iteration 15Q: 3 clusters Score -115974.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -115976.585938 Penalty: 3432.163330
	Iteration 16Q: 3 clusters Score -115976.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -115979.500000 Penalty: 3432.163330
	Iteration 17Q: 3 clusters Score -115979.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -115983.171875 Penalty: 3432.163330
	Iteration 18Q: 3 clusters Score -115983.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -115985.875000 Penalty: 3432.163330
	Iteration 19Q: 3 clusters Score -115985.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -115985.875000 Penalty: 3432.163330
	Iteration 20F: 3 clusters Score -115985.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (172646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172646 members 
Entering Unmasked Estep 
Score: -21487046.000000 Penalty: 2990.631592
	Iteration 0F: 2 clusters Score -2.148705e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86290 members 
Mstep: Class 2 contains 86356 members 
Entering Unmasked Estep 
Score: -21373746.000000 Penalty: 5981.263184
	Iteration 0F: 3 clusters Score -2.137375e+07 nChanged 83273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85509 members 
Mstep: Class 2 contains 87137 members 
Entering Unmasked Estep 
Score: -21423112.000000 Penalty: 5981.263184
	Iteration 1F: 3 clusters Score -2.142311e+07 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84639 members 
Mstep: Class 2 contains 88007 members 
Entering Unmasked Estep 
Score: -21424658.000000 Penalty: 5981.263184
	Iteration 2Q: 3 clusters Score -2.142466e+07 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83355 members 
Mstep: Class 2 contains 89291 members 
Entering Unmasked Estep 
Score: -21426372.000000 Penalty: 5981.263184
	Iteration 3Q: 3 clusters Score -2.142637e+07 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81557 members 
Mstep: Class 2 contains 91089 members 
Entering Unmasked Estep 
Score: -21428944.000000 Penalty: 5981.263184
	Iteration 4Q: 3 clusters Score -2.142894e+07 nChanged 7689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79114 members 
Mstep: Class 2 contains 93532 members 
Entering Unmasked Estep 
Score: -21432412.000000 Penalty: 5981.263184
	Iteration 5Q: 3 clusters Score -2.143241e+07 nChanged 8992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76162 members 
Mstep: Class 2 contains 96484 members 
Entering Unmasked Estep 
Score: -21437688.000000 Penalty: 5981.263184
	Iteration 6F: 3 clusters Score -2.143769e+07 nChanged 10178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73076 members 
Mstep: Class 2 contains 99570 members 
Entering Unmasked Estep 
Score: -21444740.000000 Penalty: 5981.263184
	Iteration 7F: 3 clusters Score -2.144474e+07 nChanged 10864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70272 members 
Mstep: Class 2 contains 102374 members 
Entering Unmasked Estep 
Score: -21453080.000000 Penalty: 5981.263184
	Iteration 8F: 3 clusters Score -2.145308e+07 nChanged 10249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68263 members 
Mstep: Class 2 contains 104383 members 
Entering Unmasked Estep 
Score: -21459620.000000 Penalty: 5981.263184
	Iteration 9F: 3 clusters Score -2.145962e+07 nChanged 7819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66756 members 
Mstep: Class 2 contains 105890 members 
Entering Unmasked Estep 
Score: -21462892.000000 Penalty: 5981.263184
	Iteration 10Q: 3 clusters Score -2.146289e+07 nChanged 4954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65556 members 
Mstep: Class 2 contains 107090 members 
Entering Unmasked Estep 
Score: -21464240.000000 Penalty: 5981.263184
	Iteration 11Q: 3 clusters Score -2.146424e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64298 members 
Mstep: Class 2 contains 108348 members 
Entering Unmasked Estep 
Score: -21465012.000000 Penalty: 5981.263184
	Iteration 12Q: 3 clusters Score -2.146501e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63013 members 
Mstep: Class 2 contains 109633 members 
Entering Unmasked Estep 
Score: -21465504.000000 Penalty: 5981.263184
	Iteration 13Q: 3 clusters Score -2.14655e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61682 members 
Mstep: Class 2 contains 110964 members 
Entering Unmasked Estep 
Score: -21465864.000000 Penalty: 5981.263184
	Iteration 14Q: 3 clusters Score -2.146586e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60285 members 
Mstep: Class 2 contains 112361 members 
Entering Unmasked Estep 
Score: -21466174.000000 Penalty: 5981.263184
	Iteration 15Q: 3 clusters Score -2.146617e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58862 members 
Mstep: Class 2 contains 113784 members 
Entering Unmasked Estep 
Score: -21466548.000000 Penalty: 5981.263184
	Iteration 16Q: 3 clusters Score -2.146655e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57387 members 
Mstep: Class 2 contains 115259 members 
Entering Unmasked Estep 
Score: -21466878.000000 Penalty: 5981.263184
	Iteration 17Q: 3 clusters Score -2.146688e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55819 members 
Mstep: Class 2 contains 116827 members 
Entering Unmasked Estep 
Score: -21467404.000000 Penalty: 5981.263184
	Iteration 18Q: 3 clusters Score -2.14674e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54094 members 
Mstep: Class 2 contains 118552 members 
Entering Unmasked Estep 
Score: -21467682.000000 Penalty: 5981.263184
	Iteration 19Q: 3 clusters Score -2.146768e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52349 members 
Mstep: Class 2 contains 120297 members 
Entering Unmasked Estep 
Score: -21468186.000000 Penalty: 5981.263184
	Iteration 20F: 3 clusters Score -2.146819e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50445 members 
Mstep: Class 2 contains 122201 members 
Entering Unmasked Estep 
Score: -21468708.000000 Penalty: 5981.263184
	Iteration 21Q: 3 clusters Score -2.146871e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48425 members 
Mstep: Class 2 contains 124221 members 
Entering Unmasked Estep 
Score: -21469184.000000 Penalty: 5981.263184
	Iteration 22Q: 3 clusters Score -2.146918e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46316 members 
Mstep: Class 2 contains 126330 members 
Entering Unmasked Estep 
Score: -21469800.000000 Penalty: 5981.263184
	Iteration 23Q: 3 clusters Score -2.14698e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44106 members 
Mstep: Class 2 contains 128540 members 
Entering Unmasked Estep 
Score: -21470390.000000 Penalty: 5981.263184
	Iteration 24Q: 3 clusters Score -2.147039e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41793 members 
Mstep: Class 2 contains 130853 members 
Entering Unmasked Estep 
Score: -21471144.000000 Penalty: 5981.263184
	Iteration 25Q: 3 clusters Score -2.147114e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39384 members 
Mstep: Class 2 contains 133262 members 
Entering Unmasked Estep 
Score: -21471712.000000 Penalty: 5981.263184
	Iteration 26Q: 3 clusters Score -2.147171e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36950 members 
Mstep: Class 2 contains 135696 members 
Entering Unmasked Estep 
Score: -21472332.000000 Penalty: 5981.263184
	Iteration 27Q: 3 clusters Score -2.147233e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 138316 members 
Entering Unmasked Estep 
Score: -21473166.000000 Penalty: 5981.263184
	Iteration 28Q: 3 clusters Score -2.147317e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 141062 members 
Entering Unmasked Estep 
Score: -21473988.000000 Penalty: 5981.263184
	Iteration 29Q: 3 clusters Score -2.147399e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 143846 members 
Entering Unmasked Estep 
Score: -21474966.000000 Penalty: 5981.263184
	Iteration 30Q: 3 clusters Score -2.147497e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 146563 members 
Entering Unmasked Estep 
Score: -21475900.000000 Penalty: 5981.263184
	Iteration 31Q: 3 clusters Score -2.14759e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23442 members 
Mstep: Class 2 contains 149204 members 
Entering Unmasked Estep 
Score: -21476862.000000 Penalty: 5981.263184
	Iteration 32Q: 3 clusters Score -2.147686e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 151726 members 
Entering Unmasked Estep 
Score: -21477656.000000 Penalty: 5981.263184
	Iteration 33Q: 3 clusters Score -2.147766e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 154134 members 
Entering Unmasked Estep 
Score: -21478520.000000 Penalty: 5981.263184
	Iteration 34Q: 3 clusters Score -2.147852e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 156375 members 
Entering Unmasked Estep 
Score: -21479300.000000 Penalty: 5981.263184
	Iteration 35Q: 3 clusters Score -2.14793e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 158373 members 
Entering Unmasked Estep 
Score: -21479884.000000 Penalty: 5981.263184
	Iteration 36Q: 3 clusters Score -2.147988e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 160236 members 
Entering Unmasked Estep 
Score: -21480436.000000 Penalty: 5981.263184
	Iteration 37Q: 3 clusters Score -2.148044e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 161866 members 
Entering Unmasked Estep 
Score: -21480960.000000 Penalty: 5981.263184
	Iteration 38Q: 3 clusters Score -2.148096e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 163281 members 
Entering Unmasked Estep 
Score: -21481478.000000 Penalty: 5981.263184
	Iteration 39Q: 3 clusters Score -2.148148e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 164565 members 
Entering Unmasked Estep 
Score: -21481996.000000 Penalty: 5981.263184
	Iteration 40F: 3 clusters Score -2.1482e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 165660 members 
Entering Unmasked Estep 
Score: -21482424.000000 Penalty: 5981.263184
	Iteration 41Q: 3 clusters Score -2.148242e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 166575 members 
Entering Unmasked Estep 
Score: -21482680.000000 Penalty: 5981.263184
	Iteration 42Q: 3 clusters Score -2.148268e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 167347 members 
Entering Unmasked Estep 
Score: -21482950.000000 Penalty: 5981.263184
	Iteration 43Q: 3 clusters Score -2.148295e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 167993 members 
Entering Unmasked Estep 
Score: -21483234.000000 Penalty: 5981.263184
	Iteration 44Q: 3 clusters Score -2.148323e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 168534 members 
Entering Unmasked Estep 
Score: -21483518.000000 Penalty: 5981.263184
	Iteration 45Q: 3 clusters Score -2.148352e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 168955 members 
Entering Unmasked Estep 
Score: -21483614.000000 Penalty: 5981.263184
	Iteration 46Q: 3 clusters Score -2.148361e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 169307 members 
Entering Unmasked Estep 
Score: -21483752.000000 Penalty: 5981.263184
	Iteration 47Q: 3 clusters Score -2.148375e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 169589 members 
Entering Unmasked Estep 
Score: -21483834.000000 Penalty: 5981.263184
	Iteration 48Q: 3 clusters Score -2.148383e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 169845 members 
Entering Unmasked Estep 
Score: -21483974.000000 Penalty: 5981.263184
	Iteration 49Q: 3 clusters Score -2.148397e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 170052 members 
Entering Unmasked Estep 
Score: -21484060.000000 Penalty: 5981.263184
	Iteration 50Q: 3 clusters Score -2.148406e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 170202 members 
Entering Unmasked Estep 
Score: -21484090.000000 Penalty: 5981.263184
	Iteration 51Q: 3 clusters Score -2.148409e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 170359 members 
Entering Unmasked Estep 
Score: -21484160.000000 Penalty: 5981.263184
	Iteration 52Q: 3 clusters Score -2.148416e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 170485 members 
Entering Unmasked Estep 
Score: -21484214.000000 Penalty: 5981.263184
	Iteration 53Q: 3 clusters Score -2.148421e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 170578 members 
Entering Unmasked Estep 
Score: -21484218.000000 Penalty: 5981.263184
	Iteration 54Q: 3 clusters Score -2.148422e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 170648 members 
Entering Unmasked Estep 
Score: -21484240.000000 Penalty: 5981.263184
	Iteration 55Q: 3 clusters Score -2.148424e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 170717 members 
Entering Unmasked Estep 
Score: -21484262.000000 Penalty: 5981.263184
	Iteration 56Q: 3 clusters Score -2.148426e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 170776 members 
Entering Unmasked Estep 
Score: -21484308.000000 Penalty: 5981.263184
	Iteration 57Q: 3 clusters Score -2.148431e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 170820 members 
Entering Unmasked Estep 
Score: -21484346.000000 Penalty: 5981.263184
	Iteration 58Q: 3 clusters Score -2.148435e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 170863 members 
Entering Unmasked Estep 
Score: -21484360.000000 Penalty: 5981.263184
	Iteration 59Q: 3 clusters Score -2.148436e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 170898 members 
Entering Unmasked Estep 
Score: -21484372.000000 Penalty: 5981.263184
	Iteration 60F: 3 clusters Score -2.148437e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 170925 members 
Entering Unmasked Estep 
Score: -21484388.000000 Penalty: 5981.263184
	Iteration 61Q: 3 clusters Score -2.148439e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 170950 members 
Entering Unmasked Estep 
Score: -21484384.000000 Penalty: 5981.263184
	Iteration 62Q: 3 clusters Score -2.148438e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 170972 members 
Entering Unmasked Estep 
Score: -21484410.000000 Penalty: 5981.263184
	Iteration 63Q: 3 clusters Score -2.148441e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 170997 members 
Entering Unmasked Estep 
Score: -21484396.000000 Penalty: 5981.263184
	Iteration 64Q: 3 clusters Score -2.14844e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 171016 members 
Entering Unmasked Estep 
Score: -21484404.000000 Penalty: 5981.263184
	Iteration 65Q: 3 clusters Score -2.14844e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 171037 members 
Entering Unmasked Estep 
Score: -21484432.000000 Penalty: 5981.263184
	Iteration 66Q: 3 clusters Score -2.148443e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 171051 members 
Entering Unmasked Estep 
Score: -21484424.000000 Penalty: 5981.263184
	Iteration 67Q: 3 clusters Score -2.148442e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 171070 members 
Entering Unmasked Estep 
Score: -21484416.000000 Penalty: 5981.263184
	Iteration 68Q: 3 clusters Score -2.148442e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 171083 members 
Entering Unmasked Estep 
Score: -21484408.000000 Penalty: 5981.263184
	Iteration 69Q: 3 clusters Score -2.148441e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 171100 members 
Entering Unmasked Estep 
Score: -21484406.000000 Penalty: 5981.263184
	Iteration 70Q: 3 clusters Score -2.148441e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 171110 members 
Entering Unmasked Estep 
Score: -21484412.000000 Penalty: 5981.263184
	Iteration 71Q: 3 clusters Score -2.148441e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 171113 members 
Entering Unmasked Estep 
Score: -21484428.000000 Penalty: 5981.263184
	Iteration 72Q: 3 clusters Score -2.148443e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 171118 members 
Entering Unmasked Estep 
Score: -21484418.000000 Penalty: 5981.263184
	Iteration 73Q: 3 clusters Score -2.148442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 171122 members 
Entering Unmasked Estep 
Score: -21484414.000000 Penalty: 5981.263184
	Iteration 74Q: 3 clusters Score -2.148441e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 171126 members 
Entering Unmasked Estep 
Score: -21484408.000000 Penalty: 5981.263184
	Iteration 75Q: 3 clusters Score -2.148441e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 171129 members 
Entering Unmasked Estep 
Score: -21484422.000000 Penalty: 5981.263184
	Iteration 76Q: 3 clusters Score -2.148442e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 171134 members 
Entering Unmasked Estep 
Score: -21484424.000000 Penalty: 5981.263184
	Iteration 77Q: 3 clusters Score -2.148442e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 171138 members 
Entering Unmasked Estep 
Score: -21484428.000000 Penalty: 5981.263184
	Iteration 78Q: 3 clusters Score -2.148443e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 171140 members 
Entering Unmasked Estep 
Score: -21484436.000000 Penalty: 5981.263184
	Iteration 79Q: 3 clusters Score -2.148444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 171142 members 
Entering Unmasked Estep 
Score: -21484448.000000 Penalty: 5981.263184
	Iteration 80F: 3 clusters Score -2.148445e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 171145 members 
Entering Unmasked Estep 
Score: -21484448.000000 Penalty: 5981.263184
	Iteration 81Q: 3 clusters Score -2.148445e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 171147 members 
Entering Unmasked Estep 
Score: -21484444.000000 Penalty: 5981.263184
	Iteration 82Q: 3 clusters Score -2.148444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 171150 members 
Entering Unmasked Estep 
Score: -21484436.000000 Penalty: 5981.263184
	Iteration 83Q: 3 clusters Score -2.148444e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 171155 members 
Entering Unmasked Estep 
Score: -21484438.000000 Penalty: 5981.263184
	Iteration 84Q: 3 clusters Score -2.148444e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 171165 members 
Entering Unmasked Estep 
Score: -21484452.000000 Penalty: 5981.263184
	Iteration 85Q: 3 clusters Score -2.148445e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 171173 members 
Entering Unmasked Estep 
Score: -21484454.000000 Penalty: 5981.263184
	Iteration 86Q: 3 clusters Score -2.148445e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 171178 members 
Entering Unmasked Estep 
Score: -21484482.000000 Penalty: 5981.263184
	Iteration 87Q: 3 clusters Score -2.148448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 171182 members 
Entering Unmasked Estep 
Score: -21484484.000000 Penalty: 5981.263184
	Iteration 88Q: 3 clusters Score -2.148448e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 171184 members 
Entering Unmasked Estep 
Score: -21484478.000000 Penalty: 5981.263184
	Iteration 89Q: 3 clusters Score -2.148448e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 171186 members 
Entering Unmasked Estep 
Score: -21484482.000000 Penalty: 5981.263184
	Iteration 90Q: 3 clusters Score -2.148448e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 171189 members 
Entering Unmasked Estep 
Score: -21484476.000000 Penalty: 5981.263184
	Iteration 91Q: 3 clusters Score -2.148448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 171190 members 
Entering Unmasked Estep 
Score: -21484476.000000 Penalty: 5981.263184
	Iteration 92Q: 3 clusters Score -2.148448e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 171190 members 
Entering Unmasked Estep 
Score: -21484476.000000 Penalty: 5981.263184
	Iteration 93F: 3 clusters Score -2.148448e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (61557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61557 members 
Entering Unmasked Estep 
Score: -7772560.000000 Penalty: 2734.874268
	Iteration 0F: 2 clusters Score -7772560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 30530 members 
Entering Unmasked Estep 
Score: -7731131.000000 Penalty: 5469.748535
	Iteration 0F: 3 clusters Score -7731131 nChanged 28668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33451 members 
Mstep: Class 2 contains 28106 members 
Entering Unmasked Estep 
Score: -7747306.000000 Penalty: 5469.748535
	Iteration 1F: 3 clusters Score -7747306 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34822 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -7748106.500000 Penalty: 5469.748535
	Iteration 2Q: 3 clusters Score -7748106 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -7749191.000000 Penalty: 5469.748535
	Iteration 3Q: 3 clusters Score -7749191 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39752 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -7751015.500000 Penalty: 5469.748535
	Iteration 4F: 3 clusters Score -7751016 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43785 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -7753898.000000 Penalty: 5469.748535
	Iteration 5F: 3 clusters Score -7753898 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48730 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -7758067.500000 Penalty: 5469.748535
	Iteration 6F: 3 clusters Score -7758068 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53718 members 
Mstep: Class 2 contains 7839 members 
Entering Unmasked Estep 
Score: -7762752.500000 Penalty: 5469.748535
	Iteration 7F: 3 clusters Score -7762752 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57406 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -7766376.000000 Penalty: 5469.748535
	Iteration 8F: 3 clusters Score -7766376 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59427 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -7768496.500000 Penalty: 5469.748535
	Iteration 9Q: 3 clusters Score -7768496 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60265 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -7769405.000000 Penalty: 5469.748535
	Iteration 10Q: 3 clusters Score -7769405 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60503 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -7769761.000000 Penalty: 5469.748535
	Iteration 11Q: 3 clusters Score -7769761 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60602 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -7769987.500000 Penalty: 5469.748535
	Iteration 12Q: 3 clusters Score -7769988 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60647 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -7770069.500000 Penalty: 5469.748535
	Iteration 13Q: 3 clusters Score -7770070 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60691 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -7770110.000000 Penalty: 5469.748535
	Iteration 14Q: 3 clusters Score -7770110 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60714 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -7770155.000000 Penalty: 5469.748535
	Iteration 15Q: 3 clusters Score -7770155 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60733 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -7770179.000000 Penalty: 5469.748535
	Iteration 16Q: 3 clusters Score -7770179 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60742 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -7770207.000000 Penalty: 5469.748535
	Iteration 17Q: 3 clusters Score -7770207 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60755 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -7770233.000000 Penalty: 5469.748535
	Iteration 18Q: 3 clusters Score -7770233 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60766 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -7770253.000000 Penalty: 5469.748535
	Iteration 19Q: 3 clusters Score -7770253 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60774 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -7770258.000000 Penalty: 5469.748535
	Iteration 20F: 3 clusters Score -7770258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60778 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -7770273.500000 Penalty: 5469.748535
	Iteration 21Q: 3 clusters Score -7770274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60781 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -7770276.500000 Penalty: 5469.748535
	Iteration 22Q: 3 clusters Score -7770276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60786 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -7770279.500000 Penalty: 5469.748535
	Iteration 23Q: 3 clusters Score -7770280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60785 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -7770283.000000 Penalty: 5469.748535
	Iteration 24Q: 3 clusters Score -7770283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60784 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -7770286.500000 Penalty: 5469.748535
	Iteration 25Q: 3 clusters Score -7770286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60784 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -7770283.500000 Penalty: 5469.748535
	Iteration 26Q: 3 clusters Score -7770284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60784 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -7770280.000000 Penalty: 5469.748535
	Iteration 27Q: 3 clusters Score -7770280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60784 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -7770283.500000 Penalty: 5469.748535
	Iteration 28Q: 3 clusters Score -7770284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60785 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -7770288.500000 Penalty: 5469.748535
	Iteration 29Q: 3 clusters Score -7770288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60785 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -7770288.500000 Penalty: 5469.748535
	Iteration 30F: 3 clusters Score -7770288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Entering Unmasked Estep 
Score: -284103.468750 Penalty: 1921.296875
	Iteration 0F: 2 clusters Score -284103.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -281301.156250 Penalty: 3842.593750
	Iteration 0F: 3 clusters Score -281301.2 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -281791.500000 Penalty: 3842.593750
	Iteration 1F: 3 clusters Score -281791.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -281916.093750 Penalty: 3842.593750
	Iteration 2F: 3 clusters Score -281916.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -281985.000000 Penalty: 3842.593750
	Iteration 3Q: 3 clusters Score -281985 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -282032.281250 Penalty: 3842.593750
	Iteration 4Q: 3 clusters Score -282032.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -282067.562500 Penalty: 3842.593750
	Iteration 5Q: 3 clusters Score -282067.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -282092.781250 Penalty: 3842.593750
	Iteration 6Q: 3 clusters Score -282092.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -282110.812500 Penalty: 3842.593750
	Iteration 7Q: 3 clusters Score -282110.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -282131.375000 Penalty: 3842.593750
	Iteration 8Q: 3 clusters Score -282131.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -282142.968750 Penalty: 3842.593750
	Iteration 9Q: 3 clusters Score -282143 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -282157.343750 Penalty: 3842.593750
	Iteration 10Q: 3 clusters Score -282157.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -282172.343750 Penalty: 3842.593750
	Iteration 11Q: 3 clusters Score -282172.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -282181.812500 Penalty: 3842.593750
	Iteration 12Q: 3 clusters Score -282181.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -282190.750000 Penalty: 3842.593750
	Iteration 13Q: 3 clusters Score -282190.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -282197.375000 Penalty: 3842.593750
	Iteration 14Q: 3 clusters Score -282197.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -282206.000000 Penalty: 3842.593750
	Iteration 15Q: 3 clusters Score -282206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -282213.062500 Penalty: 3842.593750
	Iteration 16Q: 3 clusters Score -282213.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -282217.750000 Penalty: 3842.593750
	Iteration 17Q: 3 clusters Score -282217.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -282221.937500 Penalty: 3842.593750
	Iteration 18Q: 3 clusters Score -282221.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -282230.218750 Penalty: 3842.593750
	Iteration 19Q: 3 clusters Score -282230.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -282234.500000 Penalty: 3842.593750
	Iteration 20F: 3 clusters Score -282234.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -282237.593750 Penalty: 3842.593750
	Iteration 21Q: 3 clusters Score -282237.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -282242.281250 Penalty: 3842.593750
	Iteration 22Q: 3 clusters Score -282242.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -282249.156250 Penalty: 3842.593750
	Iteration 23Q: 3 clusters Score -282249.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -282254.343750 Penalty: 3842.593750
	Iteration 24Q: 3 clusters Score -282254.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -282257.281250 Penalty: 3842.593750
	Iteration 25Q: 3 clusters Score -282257.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -282259.625000 Penalty: 3842.593750
	Iteration 26Q: 3 clusters Score -282259.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -282260.531250 Penalty: 3842.593750
	Iteration 27Q: 3 clusters Score -282260.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -282262.187500 Penalty: 3842.593750
	Iteration 28Q: 3 clusters Score -282262.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -282263.187500 Penalty: 3842.593750
	Iteration 29Q: 3 clusters Score -282263.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -282265.656250 Penalty: 3842.593750
	Iteration 30Q: 3 clusters Score -282265.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -282266.468750 Penalty: 3842.593750
	Iteration 31Q: 3 clusters Score -282266.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -282268.218750 Penalty: 3842.593750
	Iteration 32Q: 3 clusters Score -282268.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -282268.187500 Penalty: 3842.593750
	Iteration 33Q: 3 clusters Score -282268.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -282269.312500 Penalty: 3842.593750
	Iteration 34Q: 3 clusters Score -282269.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -282269.312500 Penalty: 3842.593750
	Iteration 35F: 3 clusters Score -282269.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43930 members 
Entering Unmasked Estep 
Score: -5555272.500000 Penalty: 2651.207520
	Iteration 0F: 2 clusters Score -5555272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -5525583.000000 Penalty: 5302.415039
	Iteration 0F: 3 clusters Score -5525583 nChanged 20114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -5536935.000000 Penalty: 5302.415039
	Iteration 1F: 3 clusters Score -5536935 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -5537641.000000 Penalty: 5302.415039
	Iteration 2Q: 3 clusters Score -5537641 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -5538516.000000 Penalty: 5302.415039
	Iteration 3Q: 3 clusters Score -5538516 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -5539682.000000 Penalty: 5302.415039
	Iteration 4F: 3 clusters Score -5539682 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -5541436.000000 Penalty: 5302.415039
	Iteration 5F: 3 clusters Score -5541436 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33524 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -5543788.000000 Penalty: 5302.415039
	Iteration 6F: 3 clusters Score -5543788 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36477 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -5546366.000000 Penalty: 5302.415039
	Iteration 7F: 3 clusters Score -5546366 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39095 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -5548756.000000 Penalty: 5302.415039
	Iteration 8F: 3 clusters Score -5548756 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41071 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -5550513.500000 Penalty: 5302.415039
	Iteration 9Q: 3 clusters Score -5550514 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42281 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -5551578.500000 Penalty: 5302.415039
	Iteration 10Q: 3 clusters Score -5551578 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42976 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -5552223.500000 Penalty: 5302.415039
	Iteration 11Q: 3 clusters Score -5552224 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5552519.500000 Penalty: 5302.415039
	Iteration 12Q: 3 clusters Score -5552520 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -5552700.500000 Penalty: 5302.415039
	Iteration 13Q: 3 clusters Score -5552700 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43556 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -5552800.500000 Penalty: 5302.415039
	Iteration 14Q: 3 clusters Score -5552800 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43601 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5552867.500000 Penalty: 5302.415039
	Iteration 15Q: 3 clusters Score -5552868 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43627 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -5552904.500000 Penalty: 5302.415039
	Iteration 16Q: 3 clusters Score -5552904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43644 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5552926.500000 Penalty: 5302.415039
	Iteration 17Q: 3 clusters Score -5552926 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43658 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5552949.000000 Penalty: 5302.415039
	Iteration 18Q: 3 clusters Score -5552949 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43664 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5552959.500000 Penalty: 5302.415039
	Iteration 19Q: 3 clusters Score -5552960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43668 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5552972.000000 Penalty: 5302.415039
	Iteration 20F: 3 clusters Score -5552972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43668 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5552973.500000 Penalty: 5302.415039
	Iteration 21Q: 3 clusters Score -5552974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43668 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5552981.500000 Penalty: 5302.415039
	Iteration 22Q: 3 clusters Score -5552982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43668 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5552985.000000 Penalty: 5302.415039
	Iteration 23Q: 3 clusters Score -5552985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43669 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5552986.500000 Penalty: 5302.415039
	Iteration 24Q: 3 clusters Score -5552986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43669 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5552986.500000 Penalty: 5302.415039
	Iteration 25F: 3 clusters Score -5552986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Entering Unmasked Estep 
Score: -657659.625000 Penalty: 2121.990479
	Iteration 0F: 2 clusters Score -657659.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -652990.437500 Penalty: 4243.980957
	Iteration 0F: 3 clusters Score -652990.4 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -654108.750000 Penalty: 4243.980957
	Iteration 1F: 3 clusters Score -654108.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -654328.187500 Penalty: 4243.980957
	Iteration 2F: 3 clusters Score -654328.2 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -654443.750000 Penalty: 4243.980957
	Iteration 3Q: 3 clusters Score -654443.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -654522.062500 Penalty: 4243.980957
	Iteration 4Q: 3 clusters Score -654522.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -654576.750000 Penalty: 4243.980957
	Iteration 5Q: 3 clusters Score -654576.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -654624.687500 Penalty: 4243.980957
	Iteration 6Q: 3 clusters Score -654624.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -654668.312500 Penalty: 4243.980957
	Iteration 7Q: 3 clusters Score -654668.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -654706.625000 Penalty: 4243.980957
	Iteration 8Q: 3 clusters Score -654706.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -654741.625000 Penalty: 4243.980957
	Iteration 9Q: 3 clusters Score -654741.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -654775.562500 Penalty: 4243.980957
	Iteration 10Q: 3 clusters Score -654775.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -654807.125000 Penalty: 4243.980957
	Iteration 11Q: 3 clusters Score -654807.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -654838.000000 Penalty: 4243.980957
	Iteration 12Q: 3 clusters Score -654838 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -654863.937500 Penalty: 4243.980957
	Iteration 13Q: 3 clusters Score -654863.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -654897.625000 Penalty: 4243.980957
	Iteration 14Q: 3 clusters Score -654897.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -654931.750000 Penalty: 4243.980957
	Iteration 15Q: 3 clusters Score -654931.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -654967.375000 Penalty: 4243.980957
	Iteration 16Q: 3 clusters Score -654967.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -654995.187500 Penalty: 4243.980957
	Iteration 17Q: 3 clusters Score -654995.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -655026.437500 Penalty: 4243.980957
	Iteration 18Q: 3 clusters Score -655026.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -655066.125000 Penalty: 4243.980957
	Iteration 19Q: 3 clusters Score -655066.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -655108.750000 Penalty: 4243.980957
	Iteration 20F: 3 clusters Score -655108.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -655144.125000 Penalty: 4243.980957
	Iteration 21Q: 3 clusters Score -655144.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -655176.937500 Penalty: 4243.980957
	Iteration 22Q: 3 clusters Score -655176.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -655203.625000 Penalty: 4243.980957
	Iteration 23Q: 3 clusters Score -655203.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -655229.500000 Penalty: 4243.980957
	Iteration 24Q: 3 clusters Score -655229.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -655261.312500 Penalty: 4243.980957
	Iteration 25Q: 3 clusters Score -655261.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -655290.437500 Penalty: 4243.980957
	Iteration 26Q: 3 clusters Score -655290.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -655318.875000 Penalty: 4243.980957
	Iteration 27Q: 3 clusters Score -655318.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -655347.437500 Penalty: 4243.980957
	Iteration 28Q: 3 clusters Score -655347.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -655371.875000 Penalty: 4243.980957
	Iteration 29Q: 3 clusters Score -655371.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -655394.875000 Penalty: 4243.980957
	Iteration 30Q: 3 clusters Score -655394.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -655412.812500 Penalty: 4243.980957
	Iteration 31Q: 3 clusters Score -655412.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -655428.687500 Penalty: 4243.980957
	Iteration 32Q: 3 clusters Score -655428.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -655444.000000 Penalty: 4243.980957
	Iteration 33Q: 3 clusters Score -655444 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -655458.375000 Penalty: 4243.980957
	Iteration 34Q: 3 clusters Score -655458.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -655470.437500 Penalty: 4243.980957
	Iteration 35Q: 3 clusters Score -655470.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -655485.812500 Penalty: 4243.980957
	Iteration 36Q: 3 clusters Score -655485.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -655498.812500 Penalty: 4243.980957
	Iteration 37Q: 3 clusters Score -655498.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -655513.750000 Penalty: 4243.980957
	Iteration 38Q: 3 clusters Score -655513.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -655524.187500 Penalty: 4243.980957
	Iteration 39Q: 3 clusters Score -655524.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -655530.812500 Penalty: 4243.980957
	Iteration 40F: 3 clusters Score -655530.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -655537.500000 Penalty: 4243.980957
	Iteration 41Q: 3 clusters Score -655537.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -655546.750000 Penalty: 4243.980957
	Iteration 42Q: 3 clusters Score -655546.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -655556.250000 Penalty: 4243.980957
	Iteration 43Q: 3 clusters Score -655556.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -655563.187500 Penalty: 4243.980957
	Iteration 44Q: 3 clusters Score -655563.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -655566.812500 Penalty: 4243.980957
	Iteration 45Q: 3 clusters Score -655566.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -655570.375000 Penalty: 4243.980957
	Iteration 46Q: 3 clusters Score -655570.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -655575.500000 Penalty: 4243.980957
	Iteration 47Q: 3 clusters Score -655575.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -655582.062500 Penalty: 4243.980957
	Iteration 48Q: 3 clusters Score -655582.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -655590.562500 Penalty: 4243.980957
	Iteration 49Q: 3 clusters Score -655590.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -655597.937500 Penalty: 4243.980957
	Iteration 50Q: 3 clusters Score -655597.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -655601.937500 Penalty: 4243.980957
	Iteration 51Q: 3 clusters Score -655601.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -655606.187500 Penalty: 4243.980957
	Iteration 52Q: 3 clusters Score -655606.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -655611.312500 Penalty: 4243.980957
	Iteration 53Q: 3 clusters Score -655611.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -655616.312500 Penalty: 4243.980957
	Iteration 54Q: 3 clusters Score -655616.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -655620.312500 Penalty: 4243.980957
	Iteration 55Q: 3 clusters Score -655620.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -655622.437500 Penalty: 4243.980957
	Iteration 56Q: 3 clusters Score -655622.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -655625.750000 Penalty: 4243.980957
	Iteration 57Q: 3 clusters Score -655625.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -655628.562500 Penalty: 4243.980957
	Iteration 58Q: 3 clusters Score -655628.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -655631.375000 Penalty: 4243.980957
	Iteration 59Q: 3 clusters Score -655631.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -655635.500000 Penalty: 4243.980957
	Iteration 60F: 3 clusters Score -655635.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -655639.312500 Penalty: 4243.980957
	Iteration 61Q: 3 clusters Score -655639.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -655638.500000 Penalty: 4243.980957
	Iteration 62Q: 3 clusters Score -655638.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -655641.187500 Penalty: 4243.980957
	Iteration 63Q: 3 clusters Score -655641.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -655645.062500 Penalty: 4243.980957
	Iteration 64Q: 3 clusters Score -655645.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -655646.125000 Penalty: 4243.980957
	Iteration 65Q: 3 clusters Score -655646.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -655650.312500 Penalty: 4243.980957
	Iteration 66Q: 3 clusters Score -655650.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -655653.625000 Penalty: 4243.980957
	Iteration 67Q: 3 clusters Score -655653.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -655657.125000 Penalty: 4243.980957
	Iteration 68Q: 3 clusters Score -655657.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -655658.500000 Penalty: 4243.980957
	Iteration 69Q: 3 clusters Score -655658.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -655660.125000 Penalty: 4243.980957
	Iteration 70Q: 3 clusters Score -655660.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -655662.812500 Penalty: 4243.980957
	Iteration 71Q: 3 clusters Score -655662.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -655668.687500 Penalty: 4243.980957
	Iteration 72Q: 3 clusters Score -655668.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -655671.375000 Penalty: 4243.980957
	Iteration 73Q: 3 clusters Score -655671.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -655677.812500 Penalty: 4243.980957
	Iteration 74Q: 3 clusters Score -655677.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -655684.500000 Penalty: 4243.980957
	Iteration 75Q: 3 clusters Score -655684.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -655690.375000 Penalty: 4243.980957
	Iteration 76Q: 3 clusters Score -655690.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -655697.062500 Penalty: 4243.980957
	Iteration 77Q: 3 clusters Score -655697.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -655701.687500 Penalty: 4243.980957
	Iteration 78Q: 3 clusters Score -655701.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -655711.812500 Penalty: 4243.980957
	Iteration 79Q: 3 clusters Score -655711.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -655721.000000 Penalty: 4243.980957
	Iteration 80F: 3 clusters Score -655721 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -655729.500000 Penalty: 4243.980957
	Iteration 81Q: 3 clusters Score -655729.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -655738.750000 Penalty: 4243.980957
	Iteration 82Q: 3 clusters Score -655738.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -655743.562500 Penalty: 4243.980957
	Iteration 83Q: 3 clusters Score -655743.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -655750.812500 Penalty: 4243.980957
	Iteration 84Q: 3 clusters Score -655750.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -655761.625000 Penalty: 4243.980957
	Iteration 85Q: 3 clusters Score -655761.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -655766.562500 Penalty: 4243.980957
	Iteration 86Q: 3 clusters Score -655766.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -655770.312500 Penalty: 4243.980957
	Iteration 87Q: 3 clusters Score -655770.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -655778.500000 Penalty: 4243.980957
	Iteration 88Q: 3 clusters Score -655778.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -655782.062500 Penalty: 4243.980957
	Iteration 89Q: 3 clusters Score -655782.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -655787.250000 Penalty: 4243.980957
	Iteration 90Q: 3 clusters Score -655787.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -655794.187500 Penalty: 4243.980957
	Iteration 91Q: 3 clusters Score -655794.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -655802.000000 Penalty: 4243.980957
	Iteration 92Q: 3 clusters Score -655802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -655806.000000 Penalty: 4243.980957
	Iteration 93Q: 3 clusters Score -655806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -655809.437500 Penalty: 4243.980957
	Iteration 94Q: 3 clusters Score -655809.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -655814.437500 Penalty: 4243.980957
	Iteration 95Q: 3 clusters Score -655814.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -655820.187500 Penalty: 4243.980957
	Iteration 96Q: 3 clusters Score -655820.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -655826.750000 Penalty: 4243.980957
	Iteration 97Q: 3 clusters Score -655826.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -655832.000000 Penalty: 4243.980957
	Iteration 98Q: 3 clusters Score -655832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -655841.687500 Penalty: 4243.980957
	Iteration 99Q: 3 clusters Score -655841.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -655849.375000 Penalty: 4243.980957
	Iteration 100F: 3 clusters Score -655849.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -655860.312500 Penalty: 4243.980957
	Iteration 101Q: 3 clusters Score -655860.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -655869.312500 Penalty: 4243.980957
	Iteration 102Q: 3 clusters Score -655869.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -655875.875000 Penalty: 4243.980957
	Iteration 103Q: 3 clusters Score -655875.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -655881.000000 Penalty: 4243.980957
	Iteration 104Q: 3 clusters Score -655881 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -655886.812500 Penalty: 4243.980957
	Iteration 105Q: 3 clusters Score -655886.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -655891.937500 Penalty: 4243.980957
	Iteration 106Q: 3 clusters Score -655891.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -655898.125000 Penalty: 4243.980957
	Iteration 107Q: 3 clusters Score -655898.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -655901.687500 Penalty: 4243.980957
	Iteration 108Q: 3 clusters Score -655901.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -655903.000000 Penalty: 4243.980957
	Iteration 109Q: 3 clusters Score -655903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -655904.937500 Penalty: 4243.980957
	Iteration 110Q: 3 clusters Score -655904.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -655907.812500 Penalty: 4243.980957
	Iteration 111Q: 3 clusters Score -655907.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -655909.312500 Penalty: 4243.980957
	Iteration 112Q: 3 clusters Score -655909.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -655913.125000 Penalty: 4243.980957
	Iteration 113Q: 3 clusters Score -655913.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -655914.687500 Penalty: 4243.980957
	Iteration 114Q: 3 clusters Score -655914.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -655915.375000 Penalty: 4243.980957
	Iteration 115Q: 3 clusters Score -655915.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -655915.375000 Penalty: 4243.980957
	Iteration 116F: 3 clusters Score -655915.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (33446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33446 members 
Entering Unmasked Estep 
Score: -4197099.500000 Penalty: 2583.586426
	Iteration 0F: 2 clusters Score -4197100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -4174380.250000 Penalty: 5167.172852
	Iteration 0F: 3 clusters Score -4174380 nChanged 15040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -4182551.250000 Penalty: 5167.172852
	Iteration 1F: 3 clusters Score -4182551 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -4182936.250000 Penalty: 5167.172852
	Iteration 2Q: 3 clusters Score -4182936 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -4183248.750000 Penalty: 5167.172852
	Iteration 3Q: 3 clusters Score -4183249 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -4183545.250000 Penalty: 5167.172852
	Iteration 4Q: 3 clusters Score -4183545 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -4183779.250000 Penalty: 5167.172852
	Iteration 5Q: 3 clusters Score -4183779 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -4183981.500000 Penalty: 5167.172852
	Iteration 6Q: 3 clusters Score -4183982 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -4184200.750000 Penalty: 5167.172852
	Iteration 7Q: 3 clusters Score -4184201 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -4184470.000000 Penalty: 5167.172852
	Iteration 8Q: 3 clusters Score -4184470 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -4184747.250000 Penalty: 5167.172852
	Iteration 9Q: 3 clusters Score -4184747 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -4185118.500000 Penalty: 5167.172852
	Iteration 10Q: 3 clusters Score -4185118 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -4185650.250000 Penalty: 5167.172852
	Iteration 11Q: 3 clusters Score -4185650 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -4186327.750000 Penalty: 5167.172852
	Iteration 12Q: 3 clusters Score -4186328 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -4187112.750000 Penalty: 5167.172852
	Iteration 13Q: 3 clusters Score -4187113 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -4188061.750000 Penalty: 5167.172852
	Iteration 14Q: 3 clusters Score -4188062 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -4189109.750000 Penalty: 5167.172852
	Iteration 15Q: 3 clusters Score -4189110 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -4190188.250000 Penalty: 5167.172852
	Iteration 16Q: 3 clusters Score -4190188 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -4191119.750000 Penalty: 5167.172852
	Iteration 17Q: 3 clusters Score -4191120 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -4191803.750000 Penalty: 5167.172852
	Iteration 18Q: 3 clusters Score -4191804 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 24347 members 
Entering Unmasked Estep 
Score: -4192220.750000 Penalty: 5167.172852
	Iteration 19Q: 3 clusters Score -4192221 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -4192476.250000 Penalty: 5167.172852
	Iteration 20F: 3 clusters Score -4192476 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -4192710.000000 Penalty: 5167.172852
	Iteration 21Q: 3 clusters Score -4192710 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 25578 members 
Entering Unmasked Estep 
Score: -4192867.500000 Penalty: 5167.172852
	Iteration 22Q: 3 clusters Score -4192868 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 25921 members 
Entering Unmasked Estep 
Score: -4193015.500000 Penalty: 5167.172852
	Iteration 23Q: 3 clusters Score -4193016 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 26239 members 
Entering Unmasked Estep 
Score: -4193166.250000 Penalty: 5167.172852
	Iteration 24Q: 3 clusters Score -4193166 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 26546 members 
Entering Unmasked Estep 
Score: -4193295.500000 Penalty: 5167.172852
	Iteration 25Q: 3 clusters Score -4193296 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -4193394.500000 Penalty: 5167.172852
	Iteration 26Q: 3 clusters Score -4193394 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -4193482.750000 Penalty: 5167.172852
	Iteration 27Q: 3 clusters Score -4193483 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -4193567.000000 Penalty: 5167.172852
	Iteration 28Q: 3 clusters Score -4193567 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 27617 members 
Entering Unmasked Estep 
Score: -4193636.500000 Penalty: 5167.172852
	Iteration 29Q: 3 clusters Score -4193636 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 27851 members 
Entering Unmasked Estep 
Score: -4193700.750000 Penalty: 5167.172852
	Iteration 30Q: 3 clusters Score -4193701 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -4193765.750000 Penalty: 5167.172852
	Iteration 31Q: 3 clusters Score -4193766 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -4193805.750000 Penalty: 5167.172852
	Iteration 32Q: 3 clusters Score -4193806 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -4193861.000000 Penalty: 5167.172852
	Iteration 33Q: 3 clusters Score -4193861 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 28649 members 
Entering Unmasked Estep 
Score: -4193934.250000 Penalty: 5167.172852
	Iteration 34Q: 3 clusters Score -4193934 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 28831 members 
Entering Unmasked Estep 
Score: -4193973.500000 Penalty: 5167.172852
	Iteration 35Q: 3 clusters Score -4193974 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -4194023.500000 Penalty: 5167.172852
	Iteration 36Q: 3 clusters Score -4194024 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 29144 members 
Entering Unmasked Estep 
Score: -4194052.750000 Penalty: 5167.172852
	Iteration 37Q: 3 clusters Score -4194053 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 29310 members 
Entering Unmasked Estep 
Score: -4194097.500000 Penalty: 5167.172852
	Iteration 38Q: 3 clusters Score -4194098 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 29439 members 
Entering Unmasked Estep 
Score: -4194129.750000 Penalty: 5167.172852
	Iteration 39Q: 3 clusters Score -4194130 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 29566 members 
Entering Unmasked Estep 
Score: -4194152.000000 Penalty: 5167.172852
	Iteration 40F: 3 clusters Score -4194152 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 29672 members 
Entering Unmasked Estep 
Score: -4194174.750000 Penalty: 5167.172852
	Iteration 41Q: 3 clusters Score -4194175 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -4194196.500000 Penalty: 5167.172852
	Iteration 42Q: 3 clusters Score -4194196 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 29835 members 
Entering Unmasked Estep 
Score: -4194203.000000 Penalty: 5167.172852
	Iteration 43Q: 3 clusters Score -4194203 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -4194237.500000 Penalty: 5167.172852
	Iteration 44Q: 3 clusters Score -4194238 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 29997 members 
Entering Unmasked Estep 
Score: -4194244.250000 Penalty: 5167.172852
	Iteration 45Q: 3 clusters Score -4194244 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -4194252.250000 Penalty: 5167.172852
	Iteration 46Q: 3 clusters Score -4194252 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -4194269.000000 Penalty: 5167.172852
	Iteration 47Q: 3 clusters Score -4194269 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -4194287.000000 Penalty: 5167.172852
	Iteration 48Q: 3 clusters Score -4194287 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -4194321.500000 Penalty: 5167.172852
	Iteration 49Q: 3 clusters Score -4194322 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -4194323.000000 Penalty: 5167.172852
	Iteration 50Q: 3 clusters Score -4194323 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -4194331.000000 Penalty: 5167.172852
	Iteration 51Q: 3 clusters Score -4194331 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -4194358.000000 Penalty: 5167.172852
	Iteration 52Q: 3 clusters Score -4194358 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 30538 members 
Entering Unmasked Estep 
Score: -4194375.000000 Penalty: 5167.172852
	Iteration 53Q: 3 clusters Score -4194375 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -4194394.500000 Penalty: 5167.172852
	Iteration 54Q: 3 clusters Score -4194394 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 30685 members 
Entering Unmasked Estep 
Score: -4194408.500000 Penalty: 5167.172852
	Iteration 55Q: 3 clusters Score -4194408 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 30764 members 
Entering Unmasked Estep 
Score: -4194432.000000 Penalty: 5167.172852
	Iteration 56Q: 3 clusters Score -4194432 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 30844 members 
Entering Unmasked Estep 
Score: -4194458.500000 Penalty: 5167.172852
	Iteration 57Q: 3 clusters Score -4194458 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -4194457.000000 Penalty: 5167.172852
	Iteration 58Q: 3 clusters Score -4194457 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 30989 members 
Entering Unmasked Estep 
Score: -4194478.500000 Penalty: 5167.172852
	Iteration 59Q: 3 clusters Score -4194478 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -4194499.500000 Penalty: 5167.172852
	Iteration 60F: 3 clusters Score -4194500 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 31144 members 
Entering Unmasked Estep 
Score: -4194526.500000 Penalty: 5167.172852
	Iteration 61Q: 3 clusters Score -4194526 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
Score: -4194551.500000 Penalty: 5167.172852
	Iteration 62Q: 3 clusters Score -4194552 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 31317 members 
Entering Unmasked Estep 
Score: -4194574.000000 Penalty: 5167.172852
	Iteration 63Q: 3 clusters Score -4194574 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 31399 members 
Entering Unmasked Estep 
Score: -4194612.000000 Penalty: 5167.172852
	Iteration 64Q: 3 clusters Score -4194612 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 31476 members 
Entering Unmasked Estep 
Score: -4194641.500000 Penalty: 5167.172852
	Iteration 65Q: 3 clusters Score -4194642 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
Score: -4194672.000000 Penalty: 5167.172852
	Iteration 66Q: 3 clusters Score -4194672 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -4194705.000000 Penalty: 5167.172852
	Iteration 67Q: 3 clusters Score -4194705 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -4194726.000000 Penalty: 5167.172852
	Iteration 68Q: 3 clusters Score -4194726 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
Score: -4194748.500000 Penalty: 5167.172852
	Iteration 69Q: 3 clusters Score -4194748 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 31864 members 
Entering Unmasked Estep 
Score: -4194770.000000 Penalty: 5167.172852
	Iteration 70Q: 3 clusters Score -4194770 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 31928 members 
Entering Unmasked Estep 
Score: -4194800.500000 Penalty: 5167.172852
	Iteration 71Q: 3 clusters Score -4194800 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -4194808.000000 Penalty: 5167.172852
	Iteration 72Q: 3 clusters Score -4194808 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 32041 members 
Entering Unmasked Estep 
Score: -4194830.500000 Penalty: 5167.172852
	Iteration 73Q: 3 clusters Score -4194830 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 32087 members 
Entering Unmasked Estep 
Score: -4194844.000000 Penalty: 5167.172852
	Iteration 74Q: 3 clusters Score -4194844 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 32131 members 
Entering Unmasked Estep 
Score: -4194858.500000 Penalty: 5167.172852
	Iteration 75Q: 3 clusters Score -4194858 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 32168 members 
Entering Unmasked Estep 
Score: -4194871.500000 Penalty: 5167.172852
	Iteration 76Q: 3 clusters Score -4194872 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 32204 members 
Entering Unmasked Estep 
Score: -4194892.500000 Penalty: 5167.172852
	Iteration 77Q: 3 clusters Score -4194892 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 32235 members 
Entering Unmasked Estep 
Score: -4194896.500000 Penalty: 5167.172852
	Iteration 78Q: 3 clusters Score -4194896 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 32263 members 
Entering Unmasked Estep 
Score: -4194909.500000 Penalty: 5167.172852
	Iteration 79Q: 3 clusters Score -4194910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -4194916.000000 Penalty: 5167.172852
	Iteration 80F: 3 clusters Score -4194916 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 32301 members 
Entering Unmasked Estep 
Score: -4194918.000000 Penalty: 5167.172852
	Iteration 81Q: 3 clusters Score -4194918 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 32326 members 
Entering Unmasked Estep 
Score: -4194932.500000 Penalty: 5167.172852
	Iteration 82Q: 3 clusters Score -4194932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -4194939.000000 Penalty: 5167.172852
	Iteration 83Q: 3 clusters Score -4194939 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 32364 members 
Entering Unmasked Estep 
Score: -4194949.000000 Penalty: 5167.172852
	Iteration 84Q: 3 clusters Score -4194949 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
Score: -4194953.000000 Penalty: 5167.172852
	Iteration 85Q: 3 clusters Score -4194953 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 32391 members 
Entering Unmasked Estep 
Score: -4194956.500000 Penalty: 5167.172852
	Iteration 86Q: 3 clusters Score -4194956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -4194954.500000 Penalty: 5167.172852
	Iteration 87Q: 3 clusters Score -4194954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 32412 members 
Entering Unmasked Estep 
Score: -4194956.000000 Penalty: 5167.172852
	Iteration 88Q: 3 clusters Score -4194956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 32417 members 
Entering Unmasked Estep 
Score: -4194959.000000 Penalty: 5167.172852
	Iteration 89Q: 3 clusters Score -4194959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -4194962.500000 Penalty: 5167.172852
	Iteration 90Q: 3 clusters Score -4194962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -4194965.000000 Penalty: 5167.172852
	Iteration 91Q: 3 clusters Score -4194965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 32439 members 
Entering Unmasked Estep 
Score: -4194974.500000 Penalty: 5167.172852
	Iteration 92Q: 3 clusters Score -4194974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 32445 members 
Entering Unmasked Estep 
Score: -4194972.500000 Penalty: 5167.172852
	Iteration 93Q: 3 clusters Score -4194972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 32452 members 
Entering Unmasked Estep 
Score: -4194976.500000 Penalty: 5167.172852
	Iteration 94Q: 3 clusters Score -4194976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 32456 members 
Entering Unmasked Estep 
Score: -4194975.500000 Penalty: 5167.172852
	Iteration 95Q: 3 clusters Score -4194976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 32457 members 
Entering Unmasked Estep 
Score: -4194978.000000 Penalty: 5167.172852
	Iteration 96Q: 3 clusters Score -4194978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 32458 members 
Entering Unmasked Estep 
Score: -4194979.000000 Penalty: 5167.172852
	Iteration 97Q: 3 clusters Score -4194979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -4194979.500000 Penalty: 5167.172852
	Iteration 98Q: 3 clusters Score -4194980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 32462 members 
Entering Unmasked Estep 
Score: -4194987.000000 Penalty: 5167.172852
	Iteration 99Q: 3 clusters Score -4194987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 32464 members 
Entering Unmasked Estep 
Score: -4194985.500000 Penalty: 5167.172852
	Iteration 100F: 3 clusters Score -4194986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -4194984.500000 Penalty: 5167.172852
	Iteration 101Q: 3 clusters Score -4194984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 32468 members 
Entering Unmasked Estep 
Score: -4194982.500000 Penalty: 5167.172852
	Iteration 102Q: 3 clusters Score -4194982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -4194986.500000 Penalty: 5167.172852
	Iteration 103Q: 3 clusters Score -4194986 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 32471 members 
Entering Unmasked Estep 
Score: -4194986.500000 Penalty: 5167.172852
	Iteration 104F: 3 clusters Score -4194986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Entering Unmasked Estep 
Score: -293009.125000 Penalty: 1932.092651
	Iteration 0F: 2 clusters Score -293009.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -290105.468750 Penalty: 3864.185303
	Iteration 0F: 3 clusters Score -290105.5 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -290678.875000 Penalty: 3864.185303
	Iteration 1F: 3 clusters Score -290678.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -290845.750000 Penalty: 3864.185303
	Iteration 2F: 3 clusters Score -290845.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -290941.218750 Penalty: 3864.185303
	Iteration 3F: 3 clusters Score -290941.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -291000.031250 Penalty: 3864.185303
	Iteration 4Q: 3 clusters Score -291000 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -291045.250000 Penalty: 3864.185303
	Iteration 5Q: 3 clusters Score -291045.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -291076.781250 Penalty: 3864.185303
	Iteration 6Q: 3 clusters Score -291076.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -291111.593750 Penalty: 3864.185303
	Iteration 7Q: 3 clusters Score -291111.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -291150.812500 Penalty: 3864.185303
	Iteration 8Q: 3 clusters Score -291150.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -291192.562500 Penalty: 3864.185303
	Iteration 9Q: 3 clusters Score -291192.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -291225.531250 Penalty: 3864.185303
	Iteration 10Q: 3 clusters Score -291225.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -291251.562500 Penalty: 3864.185303
	Iteration 11Q: 3 clusters Score -291251.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -291275.062500 Penalty: 3864.185303
	Iteration 12Q: 3 clusters Score -291275.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -291301.250000 Penalty: 3864.185303
	Iteration 13Q: 3 clusters Score -291301.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -291331.625000 Penalty: 3864.185303
	Iteration 14Q: 3 clusters Score -291331.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -291363.968750 Penalty: 3864.185303
	Iteration 15Q: 3 clusters Score -291364 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -291393.500000 Penalty: 3864.185303
	Iteration 16Q: 3 clusters Score -291393.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -291420.156250 Penalty: 3864.185303
	Iteration 17Q: 3 clusters Score -291420.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -291457.000000 Penalty: 3864.185303
	Iteration 18Q: 3 clusters Score -291457 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -291492.000000 Penalty: 3864.185303
	Iteration 19Q: 3 clusters Score -291492 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -291529.156250 Penalty: 3864.185303
	Iteration 20F: 3 clusters Score -291529.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -291560.375000 Penalty: 3864.185303
	Iteration 21Q: 3 clusters Score -291560.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -291584.031250 Penalty: 3864.185303
	Iteration 22Q: 3 clusters Score -291584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -291600.812500 Penalty: 3864.185303
	Iteration 23Q: 3 clusters Score -291600.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -291611.468750 Penalty: 3864.185303
	Iteration 24Q: 3 clusters Score -291611.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -291619.187500 Penalty: 3864.185303
	Iteration 25Q: 3 clusters Score -291619.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -291624.156250 Penalty: 3864.185303
	Iteration 26Q: 3 clusters Score -291624.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -291629.781250 Penalty: 3864.185303
	Iteration 27Q: 3 clusters Score -291629.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -291635.968750 Penalty: 3864.185303
	Iteration 28Q: 3 clusters Score -291636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -291644.312500 Penalty: 3864.185303
	Iteration 29Q: 3 clusters Score -291644.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -291647.562500 Penalty: 3864.185303
	Iteration 30Q: 3 clusters Score -291647.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -291655.718750 Penalty: 3864.185303
	Iteration 31Q: 3 clusters Score -291655.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -291667.187500 Penalty: 3864.185303
	Iteration 32Q: 3 clusters Score -291667.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -291672.031250 Penalty: 3864.185303
	Iteration 33Q: 3 clusters Score -291672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -291679.000000 Penalty: 3864.185303
	Iteration 34Q: 3 clusters Score -291679 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -291684.875000 Penalty: 3864.185303
	Iteration 35Q: 3 clusters Score -291684.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -291689.656250 Penalty: 3864.185303
	Iteration 36Q: 3 clusters Score -291689.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -291695.343750 Penalty: 3864.185303
	Iteration 37Q: 3 clusters Score -291695.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -291699.750000 Penalty: 3864.185303
	Iteration 38Q: 3 clusters Score -291699.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -291706.656250 Penalty: 3864.185303
	Iteration 39Q: 3 clusters Score -291706.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -291713.718750 Penalty: 3864.185303
	Iteration 40F: 3 clusters Score -291713.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -291719.437500 Penalty: 3864.185303
	Iteration 41Q: 3 clusters Score -291719.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -291727.250000 Penalty: 3864.185303
	Iteration 42Q: 3 clusters Score -291727.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -291731.906250 Penalty: 3864.185303
	Iteration 43Q: 3 clusters Score -291731.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -291734.500000 Penalty: 3864.185303
	Iteration 44Q: 3 clusters Score -291734.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -291737.218750 Penalty: 3864.185303
	Iteration 45Q: 3 clusters Score -291737.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -291741.031250 Penalty: 3864.185303
	Iteration 46Q: 3 clusters Score -291741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -291744.000000 Penalty: 3864.185303
	Iteration 47Q: 3 clusters Score -291744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -291747.281250 Penalty: 3864.185303
	Iteration 48Q: 3 clusters Score -291747.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -291748.375000 Penalty: 3864.185303
	Iteration 49Q: 3 clusters Score -291748.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -291749.375000 Penalty: 3864.185303
	Iteration 50Q: 3 clusters Score -291749.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -291751.312500 Penalty: 3864.185303
	Iteration 51Q: 3 clusters Score -291751.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -291751.312500 Penalty: 3864.185303
	Iteration 52F: 3 clusters Score -291751.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Entering Unmasked Estep 
Score: -1767030.625000 Penalty: 2370.969971
	Iteration 0F: 2 clusters Score -1767031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1756621.875000 Penalty: 4741.939941
	Iteration 0F: 3 clusters Score -1756622 nChanged 6123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1760084.125000 Penalty: 4741.939941
	Iteration 1F: 3 clusters Score -1760084 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1760674.625000 Penalty: 4741.939941
	Iteration 2F: 3 clusters Score -1760675 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1761225.000000 Penalty: 4741.939941
	Iteration 3F: 3 clusters Score -1761225 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1761809.750000 Penalty: 4741.939941
	Iteration 4F: 3 clusters Score -1761810 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1762388.625000 Penalty: 4741.939941
	Iteration 5F: 3 clusters Score -1762389 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1762973.750000 Penalty: 4741.939941
	Iteration 6F: 3 clusters Score -1762974 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1763571.375000 Penalty: 4741.939941
	Iteration 7F: 3 clusters Score -1763571 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1764096.125000 Penalty: 4741.939941
	Iteration 8Q: 3 clusters Score -1764096 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1764566.250000 Penalty: 4741.939941
	Iteration 9Q: 3 clusters Score -1764566 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1764925.375000 Penalty: 4741.939941
	Iteration 10Q: 3 clusters Score -1764925 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1765157.625000 Penalty: 4741.939941
	Iteration 11Q: 3 clusters Score -1765158 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1765319.750000 Penalty: 4741.939941
	Iteration 12Q: 3 clusters Score -1765320 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1765416.625000 Penalty: 4741.939941
	Iteration 13Q: 3 clusters Score -1765417 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1765476.250000 Penalty: 4741.939941
	Iteration 14Q: 3 clusters Score -1765476 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1765509.125000 Penalty: 4741.939941
	Iteration 15Q: 3 clusters Score -1765509 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1765519.250000 Penalty: 4741.939941
	Iteration 16Q: 3 clusters Score -1765519 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1765529.875000 Penalty: 4741.939941
	Iteration 17Q: 3 clusters Score -1765530 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1765532.375000 Penalty: 4741.939941
	Iteration 18Q: 3 clusters Score -1765532 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1765537.500000 Penalty: 4741.939941
	Iteration 19Q: 3 clusters Score -1765538 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1765536.875000 Penalty: 4741.939941
	Iteration 20F: 3 clusters Score -1765537 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1765539.875000 Penalty: 4741.939941
	Iteration 21Q: 3 clusters Score -1765540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1765543.875000 Penalty: 4741.939941
	Iteration 22Q: 3 clusters Score -1765544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1765542.375000 Penalty: 4741.939941
	Iteration 23Q: 3 clusters Score -1765542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1765545.375000 Penalty: 4741.939941
	Iteration 24Q: 3 clusters Score -1765545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1765542.000000 Penalty: 4741.939941
	Iteration 25Q: 3 clusters Score -1765542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1765542.000000 Penalty: 4741.939941
	Iteration 26F: 3 clusters Score -1765542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Entering Unmasked Estep 
Score: -261906.546875 Penalty: 1906.509521
	Iteration 0F: 2 clusters Score -261906.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -259194.734375 Penalty: 3813.019043
	Iteration 0F: 3 clusters Score -259194.7 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -259681.156250 Penalty: 3813.019043
	Iteration 1F: 3 clusters Score -259681.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -259823.937500 Penalty: 3813.019043
	Iteration 2F: 3 clusters Score -259823.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -259895.500000 Penalty: 3813.019043
	Iteration 3Q: 3 clusters Score -259895.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -259938.531250 Penalty: 3813.019043
	Iteration 4Q: 3 clusters Score -259938.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -259965.937500 Penalty: 3813.019043
	Iteration 5Q: 3 clusters Score -259965.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -259984.968750 Penalty: 3813.019043
	Iteration 6Q: 3 clusters Score -259985 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -260001.984375 Penalty: 3813.019043
	Iteration 7Q: 3 clusters Score -260002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -260011.109375 Penalty: 3813.019043
	Iteration 8Q: 3 clusters Score -260011.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -260016.171875 Penalty: 3813.019043
	Iteration 9Q: 3 clusters Score -260016.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -260020.828125 Penalty: 3813.019043
	Iteration 10Q: 3 clusters Score -260020.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -260024.875000 Penalty: 3813.019043
	Iteration 11Q: 3 clusters Score -260024.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -260027.031250 Penalty: 3813.019043
	Iteration 12Q: 3 clusters Score -260027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -260029.593750 Penalty: 3813.019043
	Iteration 13Q: 3 clusters Score -260029.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -260030.500000 Penalty: 3813.019043
	Iteration 14Q: 3 clusters Score -260030.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -260031.234375 Penalty: 3813.019043
	Iteration 15Q: 3 clusters Score -260031.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -260032.093750 Penalty: 3813.019043
	Iteration 16Q: 3 clusters Score -260032.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -260032.093750 Penalty: 3813.019043
	Iteration 17F: 3 clusters Score -260032.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Entering Unmasked Estep 
Score: -243531.625000 Penalty: 1910.681519
	Iteration 0F: 2 clusters Score -243531.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -240892.000000 Penalty: 3821.363037
	Iteration 0F: 3 clusters Score -240892 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -241545.343750 Penalty: 3821.363037
	Iteration 1F: 3 clusters Score -241545.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -241837.062500 Penalty: 3821.363037
	Iteration 2F: 3 clusters Score -241837.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -242068.578125 Penalty: 3821.363037
	Iteration 3F: 3 clusters Score -242068.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -242304.656250 Penalty: 3821.363037
	Iteration 4F: 3 clusters Score -242304.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -242509.015625 Penalty: 3821.363037
	Iteration 5F: 3 clusters Score -242509 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -242676.062500 Penalty: 3821.363037
	Iteration 6F: 3 clusters Score -242676.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -242797.437500 Penalty: 3821.363037
	Iteration 7Q: 3 clusters Score -242797.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -242885.109375 Penalty: 3821.363037
	Iteration 8Q: 3 clusters Score -242885.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -242983.875000 Penalty: 3821.363037
	Iteration 9Q: 3 clusters Score -242983.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -243066.265625 Penalty: 3821.363037
	Iteration 10Q: 3 clusters Score -243066.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -243138.609375 Penalty: 3821.363037
	Iteration 11Q: 3 clusters Score -243138.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -243182.171875 Penalty: 3821.363037
	Iteration 12Q: 3 clusters Score -243182.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -243208.406250 Penalty: 3821.363037
	Iteration 13Q: 3 clusters Score -243208.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -243230.609375 Penalty: 3821.363037
	Iteration 14Q: 3 clusters Score -243230.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -243248.718750 Penalty: 3821.363037
	Iteration 15Q: 3 clusters Score -243248.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -243257.687500 Penalty: 3821.363037
	Iteration 16Q: 3 clusters Score -243257.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -243266.343750 Penalty: 3821.363037
	Iteration 17Q: 3 clusters Score -243266.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -243270.921875 Penalty: 3821.363037
	Iteration 18Q: 3 clusters Score -243270.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -243272.046875 Penalty: 3821.363037
	Iteration 19Q: 3 clusters Score -243272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -243311.078125 Penalty: 3821.363037
	Iteration 20F: 3 clusters Score -243311.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -243412.437500 Penalty: 3821.363037
	Iteration 21Q: 3 clusters Score -243412.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -243433.500000 Penalty: 3821.363037
	Iteration 22Q: 3 clusters Score -243433.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -243447.609375 Penalty: 3821.363037
	Iteration 23Q: 3 clusters Score -243447.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -243452.062500 Penalty: 3821.363037
	Iteration 24Q: 3 clusters Score -243452.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -243453.171875 Penalty: 3821.363037
	Iteration 25Q: 3 clusters Score -243453.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -243456.156250 Penalty: 3821.363037
	Iteration 26Q: 3 clusters Score -243456.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -243458.437500 Penalty: 3821.363037
	Iteration 27Q: 3 clusters Score -243458.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -243458.437500 Penalty: 3821.363037
	Iteration 28F: 3 clusters Score -243458.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (54911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54911 members 
Entering Unmasked Estep 
Score: -6928013.000000 Penalty: 2706.540283
	Iteration 0F: 2 clusters Score -6928013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27501 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -6891063.000000 Penalty: 5413.080566
	Iteration 0F: 3 clusters Score -6891063 nChanged 25555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28094 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -6905157.500000 Penalty: 5413.080566
	Iteration 1F: 3 clusters Score -6905158 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -6905805.000000 Penalty: 5413.080566
	Iteration 2Q: 3 clusters Score -6905805 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 25696 members 
Entering Unmasked Estep 
Score: -6906522.500000 Penalty: 5413.080566
	Iteration 3Q: 3 clusters Score -6906522 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30157 members 
Mstep: Class 2 contains 24754 members 
Entering Unmasked Estep 
Score: -6907470.500000 Penalty: 5413.080566
	Iteration 4Q: 3 clusters Score -6907470 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -6908708.000000 Penalty: 5413.080566
	Iteration 5Q: 3 clusters Score -6908708 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -6910367.000000 Penalty: 5413.080566
	Iteration 6F: 3 clusters Score -6910367 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35756 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -6912565.000000 Penalty: 5413.080566
	Iteration 7F: 3 clusters Score -6912565 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38325 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -6914959.500000 Penalty: 5413.080566
	Iteration 8F: 3 clusters Score -6914960 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40793 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -6917201.500000 Penalty: 5413.080566
	Iteration 9F: 3 clusters Score -6917202 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42831 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -6918958.000000 Penalty: 5413.080566
	Iteration 10Q: 3 clusters Score -6918958 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44546 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -6920524.000000 Penalty: 5413.080566
	Iteration 11Q: 3 clusters Score -6920524 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45975 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -6921843.000000 Penalty: 5413.080566
	Iteration 12Q: 3 clusters Score -6921843 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47088 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -6922780.500000 Penalty: 5413.080566
	Iteration 13Q: 3 clusters Score -6922780 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47995 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -6923363.500000 Penalty: 5413.080566
	Iteration 14Q: 3 clusters Score -6923364 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48743 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -6923802.000000 Penalty: 5413.080566
	Iteration 15Q: 3 clusters Score -6923802 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49387 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -6924166.500000 Penalty: 5413.080566
	Iteration 16Q: 3 clusters Score -6924166 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49967 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -6924496.500000 Penalty: 5413.080566
	Iteration 17Q: 3 clusters Score -6924496 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50462 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -6924739.000000 Penalty: 5413.080566
	Iteration 18Q: 3 clusters Score -6924739 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50883 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -6924952.500000 Penalty: 5413.080566
	Iteration 19Q: 3 clusters Score -6924952 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51256 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -6925142.500000 Penalty: 5413.080566
	Iteration 20F: 3 clusters Score -6925142 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51557 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -6925298.000000 Penalty: 5413.080566
	Iteration 21Q: 3 clusters Score -6925298 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51820 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -6925406.000000 Penalty: 5413.080566
	Iteration 22Q: 3 clusters Score -6925406 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52053 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -6925504.000000 Penalty: 5413.080566
	Iteration 23Q: 3 clusters Score -6925504 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52252 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -6925561.000000 Penalty: 5413.080566
	Iteration 24Q: 3 clusters Score -6925561 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52421 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -6925654.000000 Penalty: 5413.080566
	Iteration 25Q: 3 clusters Score -6925654 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52581 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -6925739.500000 Penalty: 5413.080566
	Iteration 26Q: 3 clusters Score -6925740 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52694 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -6925767.000000 Penalty: 5413.080566
	Iteration 27Q: 3 clusters Score -6925767 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52788 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -6925786.000000 Penalty: 5413.080566
	Iteration 28Q: 3 clusters Score -6925786 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52865 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -6925816.000000 Penalty: 5413.080566
	Iteration 29Q: 3 clusters Score -6925816 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52935 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -6925836.500000 Penalty: 5413.080566
	Iteration 30Q: 3 clusters Score -6925836 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52980 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -6925844.500000 Penalty: 5413.080566
	Iteration 31Q: 3 clusters Score -6925844 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53012 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -6925849.000000 Penalty: 5413.080566
	Iteration 32Q: 3 clusters Score -6925849 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53034 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -6925851.000000 Penalty: 5413.080566
	Iteration 33Q: 3 clusters Score -6925851 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53056 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -6925863.000000 Penalty: 5413.080566
	Iteration 34Q: 3 clusters Score -6925863 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53079 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -6925863.000000 Penalty: 5413.080566
	Iteration 35Q: 3 clusters Score -6925863 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53097 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -6925871.000000 Penalty: 5413.080566
	Iteration 36Q: 3 clusters Score -6925871 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53119 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -6925878.000000 Penalty: 5413.080566
	Iteration 37Q: 3 clusters Score -6925878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53133 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -6925883.000000 Penalty: 5413.080566
	Iteration 38Q: 3 clusters Score -6925883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53142 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -6925880.500000 Penalty: 5413.080566
	Iteration 39Q: 3 clusters Score -6925880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53151 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -6925885.500000 Penalty: 5413.080566
	Iteration 40F: 3 clusters Score -6925886 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53163 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -6925892.500000 Penalty: 5413.080566
	Iteration 41Q: 3 clusters Score -6925892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53174 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -6925896.500000 Penalty: 5413.080566
	Iteration 42Q: 3 clusters Score -6925896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53183 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -6925904.500000 Penalty: 5413.080566
	Iteration 43Q: 3 clusters Score -6925904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53187 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -6925896.000000 Penalty: 5413.080566
	Iteration 44Q: 3 clusters Score -6925896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53195 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -6925898.500000 Penalty: 5413.080566
	Iteration 45Q: 3 clusters Score -6925898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53205 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -6925897.500000 Penalty: 5413.080566
	Iteration 46Q: 3 clusters Score -6925898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53218 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -6925891.500000 Penalty: 5413.080566
	Iteration 47Q: 3 clusters Score -6925892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53231 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -6925896.500000 Penalty: 5413.080566
	Iteration 48Q: 3 clusters Score -6925896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53242 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -6925897.000000 Penalty: 5413.080566
	Iteration 49Q: 3 clusters Score -6925897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53250 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -6925905.000000 Penalty: 5413.080566
	Iteration 50Q: 3 clusters Score -6925905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53255 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -6925910.500000 Penalty: 5413.080566
	Iteration 51Q: 3 clusters Score -6925910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53259 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -6925912.500000 Penalty: 5413.080566
	Iteration 52Q: 3 clusters Score -6925912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53263 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -6925913.000000 Penalty: 5413.080566
	Iteration 53Q: 3 clusters Score -6925913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53267 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -6925908.500000 Penalty: 5413.080566
	Iteration 54Q: 3 clusters Score -6925908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53270 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -6925903.500000 Penalty: 5413.080566
	Iteration 55Q: 3 clusters Score -6925904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53273 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -6925903.000000 Penalty: 5413.080566
	Iteration 56Q: 3 clusters Score -6925903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53275 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -6925906.000000 Penalty: 5413.080566
	Iteration 57Q: 3 clusters Score -6925906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53280 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -6925896.000000 Penalty: 5413.080566
	Iteration 58Q: 3 clusters Score -6925896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53286 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -6925906.000000 Penalty: 5413.080566
	Iteration 59Q: 3 clusters Score -6925906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53288 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -6925907.500000 Penalty: 5413.080566
	Iteration 60F: 3 clusters Score -6925908 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53289 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -6925906.500000 Penalty: 5413.080566
	Iteration 61Q: 3 clusters Score -6925906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53290 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -6925903.500000 Penalty: 5413.080566
	Iteration 62Q: 3 clusters Score -6925904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53291 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -6925909.500000 Penalty: 5413.080566
	Iteration 63Q: 3 clusters Score -6925910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53292 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -6925910.500000 Penalty: 5413.080566
	Iteration 64Q: 3 clusters Score -6925910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53293 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -6925910.000000 Penalty: 5413.080566
	Iteration 65Q: 3 clusters Score -6925910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53293 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -6925910.000000 Penalty: 5413.080566
	Iteration 66F: 3 clusters Score -6925910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 14370 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57534 members 
Mstep: Class 6 contains 310978 members 
Mstep: Class 7 contains 5047 members 
Mstep: Class 8 contains 17681 members 
Mstep: Class 9 contains 3219 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21756 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172646 members 
Mstep: Class 15 contains 61557 members 
Mstep: Class 16 contains 2315 members 
Mstep: Class 17 contains 43930 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33446 members 
Mstep: Class 20 contains 2418 members 
Mstep: Class 21 contains 14191 members 
Mstep: Class 22 contains 2181 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769352.000000 Penalty: 81314.312500
Iteration 199Q: 25 clusters Score -1.047694e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 14376 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57534 members 
Mstep: Class 6 contains 310976 members 
Mstep: Class 7 contains 5048 members 
Mstep: Class 8 contains 17682 members 
Mstep: Class 9 contains 3219 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21757 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172638 members 
Mstep: Class 15 contains 61557 members 
Mstep: Class 16 contains 2315 members 
Mstep: Class 17 contains 43931 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33446 members 
Mstep: Class 20 contains 2418 members 
Mstep: Class 21 contains 14191 members 
Mstep: Class 22 contains 2181 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769328.000000 Penalty: 81314.312500
Iteration 200F: 25 clusters Score -1.047693e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 14383 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57534 members 
Mstep: Class 6 contains 310978 members 
Mstep: Class 7 contains 5048 members 
Mstep: Class 8 contains 17683 members 
Mstep: Class 9 contains 3220 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21757 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172625 members 
Mstep: Class 15 contains 61561 members 
Mstep: Class 16 contains 2315 members 
Mstep: Class 17 contains 43929 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33445 members 
Mstep: Class 20 contains 2418 members 
Mstep: Class 21 contains 14191 members 
Mstep: Class 22 contains 2181 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769344.000000 Penalty: 81314.312500
Iteration 201Q: 25 clusters Score -1.047693e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 14390 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57534 members 
Mstep: Class 6 contains 310971 members 
Mstep: Class 7 contains 5049 members 
Mstep: Class 8 contains 17683 members 
Mstep: Class 9 contains 3220 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21757 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172624 members 
Mstep: Class 15 contains 61561 members 
Mstep: Class 16 contains 2315 members 
Mstep: Class 17 contains 43930 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33443 members 
Mstep: Class 20 contains 2418 members 
Mstep: Class 21 contains 14193 members 
Mstep: Class 22 contains 2181 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769392.000000 Penalty: 81314.312500
Iteration 202Q: 25 clusters Score -1.047694e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 14401 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57535 members 
Mstep: Class 6 contains 310970 members 
Mstep: Class 7 contains 5050 members 
Mstep: Class 8 contains 17677 members 
Mstep: Class 9 contains 3220 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21758 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172616 members 
Mstep: Class 15 contains 61564 members 
Mstep: Class 16 contains 2315 members 
Mstep: Class 17 contains 43932 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33441 members 
Mstep: Class 20 contains 2418 members 
Mstep: Class 21 contains 14193 members 
Mstep: Class 22 contains 2181 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769344.000000 Penalty: 81314.312500
Iteration 203Q: 25 clusters Score -1.047693e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 14405 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57537 members 
Mstep: Class 6 contains 310970 members 
Mstep: Class 7 contains 5051 members 
Mstep: Class 8 contains 17674 members 
Mstep: Class 9 contains 3222 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21757 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172614 members 
Mstep: Class 15 contains 61560 members 
Mstep: Class 16 contains 2315 members 
Mstep: Class 17 contains 43935 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33439 members 
Mstep: Class 20 contains 2418 members 
Mstep: Class 21 contains 14194 members 
Mstep: Class 22 contains 2181 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769344.000000 Penalty: 81314.312500
Iteration 204Q: 25 clusters Score -1.047693e+08 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 14412 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57538 members 
Mstep: Class 6 contains 310972 members 
Mstep: Class 7 contains 5053 members 
Mstep: Class 8 contains 17669 members 
Mstep: Class 9 contains 3222 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21756 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172608 members 
Mstep: Class 15 contains 61564 members 
Mstep: Class 16 contains 2315 members 
Mstep: Class 17 contains 43935 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33437 members 
Mstep: Class 20 contains 2418 members 
Mstep: Class 21 contains 14195 members 
Mstep: Class 22 contains 2181 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769392.000000 Penalty: 81314.312500
Iteration 205Q: 25 clusters Score -1.047694e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 14422 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57541 members 
Mstep: Class 6 contains 310970 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 17668 members 
Mstep: Class 9 contains 3222 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21757 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172605 members 
Mstep: Class 15 contains 61563 members 
Mstep: Class 16 contains 2315 members 
Mstep: Class 17 contains 43935 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33431 members 
Mstep: Class 20 contains 2418 members 
Mstep: Class 21 contains 14195 members 
Mstep: Class 22 contains 2181 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769376.000000 Penalty: 81314.312500
Iteration 206Q: 25 clusters Score -1.047694e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 14429 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57541 members 
Mstep: Class 6 contains 310972 members 
Mstep: Class 7 contains 5056 members 
Mstep: Class 8 contains 17665 members 
Mstep: Class 9 contains 3222 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21757 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172599 members 
Mstep: Class 15 contains 61561 members 
Mstep: Class 16 contains 2315 members 
Mstep: Class 17 contains 43935 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33430 members 
Mstep: Class 20 contains 2420 members 
Mstep: Class 21 contains 14195 members 
Mstep: Class 22 contains 2181 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769304.000000 Penalty: 81314.312500
Iteration 207Q: 25 clusters Score -1.047693e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 14431 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57539 members 
Mstep: Class 6 contains 310977 members 
Mstep: Class 7 contains 5058 members 
Mstep: Class 8 contains 17665 members 
Mstep: Class 9 contains 3223 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21757 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172607 members 
Mstep: Class 15 contains 61563 members 
Mstep: Class 16 contains 2314 members 
Mstep: Class 17 contains 43936 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33421 members 
Mstep: Class 20 contains 2416 members 
Mstep: Class 21 contains 14194 members 
Mstep: Class 22 contains 2181 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769328.000000 Penalty: 81314.312500
Iteration 208Q: 25 clusters Score -1.047693e+08 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 14433 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57539 members 
Mstep: Class 6 contains 310981 members 
Mstep: Class 7 contains 5058 members 
Mstep: Class 8 contains 17665 members 
Mstep: Class 9 contains 3222 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21759 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172604 members 
Mstep: Class 15 contains 61564 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43934 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33417 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 14194 members 
Mstep: Class 22 contains 2181 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769344.000000 Penalty: 81314.312500
Iteration 209Q: 25 clusters Score -1.047693e+08 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 14434 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57536 members 
Mstep: Class 6 contains 310987 members 
Mstep: Class 7 contains 5056 members 
Mstep: Class 8 contains 17664 members 
Mstep: Class 9 contains 3222 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21759 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172605 members 
Mstep: Class 15 contains 61564 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43933 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33413 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 14194 members 
Mstep: Class 22 contains 2181 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769360.000000 Penalty: 81314.312500
Iteration 210Q: 25 clusters Score -1.047694e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 14435 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57538 members 
Mstep: Class 6 contains 310990 members 
Mstep: Class 7 contains 5054 members 
Mstep: Class 8 contains 17664 members 
Mstep: Class 9 contains 3222 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21759 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172607 members 
Mstep: Class 15 contains 61564 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43932 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33407 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 14194 members 
Mstep: Class 22 contains 2181 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769328.000000 Penalty: 81314.312500
Iteration 211Q: 25 clusters Score -1.047693e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 14439 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57538 members 
Mstep: Class 6 contains 310992 members 
Mstep: Class 7 contains 5054 members 
Mstep: Class 8 contains 17661 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21759 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172607 members 
Mstep: Class 15 contains 61564 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43932 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33404 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 14194 members 
Mstep: Class 22 contains 2181 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769368.000000 Penalty: 81314.312500
Iteration 212Q: 25 clusters Score -1.047694e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 14441 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57538 members 
Mstep: Class 6 contains 310988 members 
Mstep: Class 7 contains 5057 members 
Mstep: Class 8 contains 17661 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21759 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172604 members 
Mstep: Class 15 contains 61565 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43933 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33404 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 14194 members 
Mstep: Class 22 contains 2181 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769424.000000 Penalty: 81314.312500
Iteration 213Q: 25 clusters Score -1.047694e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 14442 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57538 members 
Mstep: Class 6 contains 310993 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 17658 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21759 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172601 members 
Mstep: Class 15 contains 61566 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43934 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33404 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 14194 members 
Mstep: Class 22 contains 2181 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769376.000000 Penalty: 81314.312500
Iteration 214Q: 25 clusters Score -1.047694e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 14445 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 57537 members 
Mstep: Class 6 contains 311001 members 
Mstep: Class 7 contains 5054 members 
Mstep: Class 8 contains 17657 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21759 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172593 members 
Mstep: Class 15 contains 61566 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43934 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33399 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 14195 members 
Mstep: Class 22 contains 2181 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769464.000000 Penalty: 81314.312500
Iteration 215Q: 25 clusters Score -1.047695e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 14445 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5123 members 
Mstep: Class 5 contains 57536 members 
Mstep: Class 6 contains 311006 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 17656 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21759 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172592 members 
Mstep: Class 15 contains 61565 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43933 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33396 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 14195 members 
Mstep: Class 22 contains 2181 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769472.000000 Penalty: 81314.312500
Iteration 216Q: 25 clusters Score -1.047695e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 14449 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5124 members 
Mstep: Class 5 contains 57534 members 
Mstep: Class 6 contains 311011 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 17654 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21759 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172591 members 
Mstep: Class 15 contains 61564 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43933 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33392 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 14195 members 
Mstep: Class 22 contains 2181 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769456.000000 Penalty: 81314.312500
Iteration 217Q: 25 clusters Score -1.047695e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 14451 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5126 members 
Mstep: Class 5 contains 57531 members 
Mstep: Class 6 contains 311020 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 17655 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21759 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172581 members 
Mstep: Class 15 contains 61564 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43932 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33389 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 14195 members 
Mstep: Class 22 contains 2181 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769384.000000 Penalty: 81314.312500
Iteration 218Q: 25 clusters Score -1.047694e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 14454 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5129 members 
Mstep: Class 5 contains 57527 members 
Mstep: Class 6 contains 311021 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 17655 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21759 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172572 members 
Mstep: Class 15 contains 61569 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43932 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33387 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 14195 members 
Mstep: Class 22 contains 2181 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769368.000000 Penalty: 81314.312500
Iteration 219Q: 25 clusters Score -1.047694e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 14455 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5131 members 
Mstep: Class 5 contains 57525 members 
Mstep: Class 6 contains 311024 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 17655 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21759 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172567 members 
Mstep: Class 15 contains 61571 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43932 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33386 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 14195 members 
Mstep: Class 22 contains 2181 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769392.000000 Penalty: 81314.312500
Iteration 220F: 25 clusters Score -1.047694e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 14456 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5134 members 
Mstep: Class 5 contains 57522 members 
Mstep: Class 6 contains 311036 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 17655 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21759 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172558 members 
Mstep: Class 15 contains 61572 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43932 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33384 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 14195 members 
Mstep: Class 22 contains 2181 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769384.000000 Penalty: 81314.312500
Iteration 221Q: 25 clusters Score -1.047694e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 14457 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5135 members 
Mstep: Class 5 contains 57522 members 
Mstep: Class 6 contains 311041 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 17655 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21758 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172551 members 
Mstep: Class 15 contains 61573 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43932 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33384 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 14195 members 
Mstep: Class 22 contains 2181 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769360.000000 Penalty: 81314.312500
Iteration 222Q: 25 clusters Score -1.047694e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 14459 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5135 members 
Mstep: Class 5 contains 57524 members 
Mstep: Class 6 contains 311040 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 17655 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21758 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172548 members 
Mstep: Class 15 contains 61575 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43932 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33383 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 14195 members 
Mstep: Class 22 contains 2181 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769336.000000 Penalty: 81314.312500
Iteration 223Q: 25 clusters Score -1.047693e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 14458 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5135 members 
Mstep: Class 5 contains 57523 members 
Mstep: Class 6 contains 311034 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 17656 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21758 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172552 members 
Mstep: Class 15 contains 61578 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43934 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33382 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 14195 members 
Mstep: Class 22 contains 2181 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769296.000000 Penalty: 81314.312500
Iteration 224Q: 25 clusters Score -1.047693e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 14456 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5135 members 
Mstep: Class 5 contains 57524 members 
Mstep: Class 6 contains 311036 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 17654 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21758 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172549 members 
Mstep: Class 15 contains 61579 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43937 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33382 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 14196 members 
Mstep: Class 22 contains 2181 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769312.000000 Penalty: 81314.312500
Iteration 225Q: 25 clusters Score -1.047693e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 14454 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5135 members 
Mstep: Class 5 contains 57524 members 
Mstep: Class 6 contains 311042 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 17653 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21758 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172544 members 
Mstep: Class 15 contains 61579 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43938 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33382 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 14197 members 
Mstep: Class 22 contains 2181 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769360.000000 Penalty: 81314.312500
Iteration 226Q: 25 clusters Score -1.047694e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 14455 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5135 members 
Mstep: Class 5 contains 57524 members 
Mstep: Class 6 contains 311039 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 17652 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6667 members 
Mstep: Class 11 contains 21758 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172548 members 
Mstep: Class 15 contains 61579 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43941 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33381 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 14199 members 
Mstep: Class 22 contains 2181 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769368.000000 Penalty: 81314.312500
Iteration 227Q: 25 clusters Score -1.047694e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 14456 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5135 members 
Mstep: Class 5 contains 57526 members 
Mstep: Class 6 contains 311043 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 17650 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6666 members 
Mstep: Class 11 contains 21758 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172547 members 
Mstep: Class 15 contains 61578 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43942 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33379 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 14199 members 
Mstep: Class 22 contains 2181 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769408.000000 Penalty: 81314.312500
Iteration 228Q: 25 clusters Score -1.047694e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 14456 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5135 members 
Mstep: Class 5 contains 57526 members 
Mstep: Class 6 contains 311047 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 17650 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6666 members 
Mstep: Class 11 contains 21758 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172543 members 
Mstep: Class 15 contains 61578 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43947 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33376 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 14199 members 
Mstep: Class 22 contains 2180 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769328.000000 Penalty: 81314.312500
Iteration 229Q: 25 clusters Score -1.047693e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 14458 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5135 members 
Mstep: Class 5 contains 57527 members 
Mstep: Class 6 contains 311040 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 17650 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 21758 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172545 members 
Mstep: Class 15 contains 61580 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43950 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33376 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 14199 members 
Mstep: Class 22 contains 2180 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769376.000000 Penalty: 81314.312500
Iteration 230Q: 25 clusters Score -1.047694e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 14459 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5135 members 
Mstep: Class 5 contains 57528 members 
Mstep: Class 6 contains 311043 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 17650 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 21759 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172540 members 
Mstep: Class 15 contains 61581 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43950 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33374 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 14199 members 
Mstep: Class 22 contains 2180 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769376.000000 Penalty: 81314.312500
Iteration 231Q: 25 clusters Score -1.047694e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 14459 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5135 members 
Mstep: Class 5 contains 57529 members 
Mstep: Class 6 contains 311049 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 17650 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 21759 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172529 members 
Mstep: Class 15 contains 61584 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43951 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33373 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 14199 members 
Mstep: Class 22 contains 2180 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769400.000000 Penalty: 81314.312500
Iteration 232Q: 25 clusters Score -1.047694e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 14460 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5135 members 
Mstep: Class 5 contains 57529 members 
Mstep: Class 6 contains 311040 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 17650 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 21759 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172532 members 
Mstep: Class 15 contains 61587 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43954 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33373 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 14200 members 
Mstep: Class 22 contains 2180 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769488.000000 Penalty: 81314.312500
Iteration 233Q: 25 clusters Score -1.047695e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 14461 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5135 members 
Mstep: Class 5 contains 57529 members 
Mstep: Class 6 contains 311036 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 17650 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 21759 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172532 members 
Mstep: Class 15 contains 61592 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43954 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33373 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 14200 members 
Mstep: Class 22 contains 2180 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769464.000000 Penalty: 81314.312500
Iteration 234Q: 25 clusters Score -1.047695e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 14463 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5135 members 
Mstep: Class 5 contains 57529 members 
Mstep: Class 6 contains 311030 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 17649 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 21760 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172530 members 
Mstep: Class 15 contains 61594 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43956 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33373 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 14201 members 
Mstep: Class 22 contains 2180 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769496.000000 Penalty: 81314.312500
Iteration 235Q: 25 clusters Score -1.047695e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 14466 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5135 members 
Mstep: Class 5 contains 57529 members 
Mstep: Class 6 contains 311026 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 17649 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 21760 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172526 members 
Mstep: Class 15 contains 61598 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43955 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33373 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 14202 members 
Mstep: Class 22 contains 2180 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769456.000000 Penalty: 81314.312500
Iteration 236Q: 25 clusters Score -1.047695e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 14470 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5135 members 
Mstep: Class 5 contains 57529 members 
Mstep: Class 6 contains 311021 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 17649 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 21761 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172524 members 
Mstep: Class 15 contains 61600 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43955 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33371 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 14202 members 
Mstep: Class 22 contains 2180 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769472.000000 Penalty: 81314.312500
Iteration 237Q: 25 clusters Score -1.047695e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 14471 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5135 members 
Mstep: Class 5 contains 57529 members 
Mstep: Class 6 contains 311015 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 17649 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 21762 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172528 members 
Mstep: Class 15 contains 61601 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43955 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33370 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 14202 members 
Mstep: Class 22 contains 2180 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769408.000000 Penalty: 81314.312500
Iteration 238Q: 25 clusters Score -1.047694e+08 nChanged 18
Entering ConstructFrom: 
Score: -104769408.000000 Penalty: 81314.312500
Entering ConstructFrom: 
Trying to split cluster 1 (17168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Entering Unmasked Estep 
Score: -2174716.250000 Penalty: 2418.198975
	Iteration 0F: 2 clusters Score -2174716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -2162494.750000 Penalty: 4836.397949
	Iteration 0F: 3 clusters Score -2162495 nChanged 7416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -2166465.250000 Penalty: 4836.397949
	Iteration 1F: 3 clusters Score -2166465 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2166840.000000 Penalty: 4836.397949
	Iteration 2F: 3 clusters Score -2166840 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2167176.500000 Penalty: 4836.397949
	Iteration 3Q: 3 clusters Score -2167176 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -2167472.000000 Penalty: 4836.397949
	Iteration 4Q: 3 clusters Score -2167472 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -2167786.000000 Penalty: 4836.397949
	Iteration 5Q: 3 clusters Score -2167786 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -2168124.250000 Penalty: 4836.397949
	Iteration 6Q: 3 clusters Score -2168124 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2168482.000000 Penalty: 4836.397949
	Iteration 7Q: 3 clusters Score -2168482 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -2168906.250000 Penalty: 4836.397949
	Iteration 8Q: 3 clusters Score -2168906 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2169385.250000 Penalty: 4836.397949
	Iteration 9Q: 3 clusters Score -2169385 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -2169880.250000 Penalty: 4836.397949
	Iteration 10Q: 3 clusters Score -2169880 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -2170251.000000 Penalty: 4836.397949
	Iteration 11Q: 3 clusters Score -2170251 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -2170516.000000 Penalty: 4836.397949
	Iteration 12Q: 3 clusters Score -2170516 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 8664 members 
Entering Unmasked Estep 
Score: -2170701.000000 Penalty: 4836.397949
	Iteration 13Q: 3 clusters Score -2170701 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -2170815.500000 Penalty: 4836.397949
	Iteration 14Q: 3 clusters Score -2170816 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -2170878.500000 Penalty: 4836.397949
	Iteration 15Q: 3 clusters Score -2170878 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -2170926.750000 Penalty: 4836.397949
	Iteration 16Q: 3 clusters Score -2170927 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -2170960.000000 Penalty: 4836.397949
	Iteration 17Q: 3 clusters Score -2170960 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -2170979.500000 Penalty: 4836.397949
	Iteration 18Q: 3 clusters Score -2170980 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -2171011.750000 Penalty: 4836.397949
	Iteration 19Q: 3 clusters Score -2171012 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -2171037.000000 Penalty: 4836.397949
	Iteration 20F: 3 clusters Score -2171037 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -2171062.750000 Penalty: 4836.397949
	Iteration 21Q: 3 clusters Score -2171063 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -2171083.750000 Penalty: 4836.397949
	Iteration 22Q: 3 clusters Score -2171084 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -2171120.000000 Penalty: 4836.397949
	Iteration 23Q: 3 clusters Score -2171120 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -2171143.750000 Penalty: 4836.397949
	Iteration 24Q: 3 clusters Score -2171144 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -2171172.000000 Penalty: 4836.397949
	Iteration 25Q: 3 clusters Score -2171172 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -2171197.000000 Penalty: 4836.397949
	Iteration 26Q: 3 clusters Score -2171197 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -2171225.750000 Penalty: 4836.397949
	Iteration 27Q: 3 clusters Score -2171226 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2171258.500000 Penalty: 4836.397949
	Iteration 28Q: 3 clusters Score -2171258 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -2171293.750000 Penalty: 4836.397949
	Iteration 29Q: 3 clusters Score -2171294 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -2171310.000000 Penalty: 4836.397949
	Iteration 30Q: 3 clusters Score -2171310 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -2171339.250000 Penalty: 4836.397949
	Iteration 31Q: 3 clusters Score -2171339 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -2171372.250000 Penalty: 4836.397949
	Iteration 32Q: 3 clusters Score -2171372 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -2171389.500000 Penalty: 4836.397949
	Iteration 33Q: 3 clusters Score -2171390 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -2171418.250000 Penalty: 4836.397949
	Iteration 34Q: 3 clusters Score -2171418 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -2171445.000000 Penalty: 4836.397949
	Iteration 35Q: 3 clusters Score -2171445 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -2171471.250000 Penalty: 4836.397949
	Iteration 36Q: 3 clusters Score -2171471 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -2171494.000000 Penalty: 4836.397949
	Iteration 37Q: 3 clusters Score -2171494 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -2171514.250000 Penalty: 4836.397949
	Iteration 38Q: 3 clusters Score -2171514 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -2171534.750000 Penalty: 4836.397949
	Iteration 39Q: 3 clusters Score -2171535 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -2171540.000000 Penalty: 4836.397949
	Iteration 40F: 3 clusters Score -2171540 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -2171557.750000 Penalty: 4836.397949
	Iteration 41Q: 3 clusters Score -2171558 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -2171568.250000 Penalty: 4836.397949
	Iteration 42Q: 3 clusters Score -2171568 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -2171583.500000 Penalty: 4836.397949
	Iteration 43Q: 3 clusters Score -2171584 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -2171586.000000 Penalty: 4836.397949
	Iteration 44Q: 3 clusters Score -2171586 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -2171594.750000 Penalty: 4836.397949
	Iteration 45Q: 3 clusters Score -2171595 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -2171604.750000 Penalty: 4836.397949
	Iteration 46Q: 3 clusters Score -2171605 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -2171615.500000 Penalty: 4836.397949
	Iteration 47Q: 3 clusters Score -2171616 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -2171629.500000 Penalty: 4836.397949
	Iteration 48Q: 3 clusters Score -2171630 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2171638.000000 Penalty: 4836.397949
	Iteration 49Q: 3 clusters Score -2171638 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -2171639.000000 Penalty: 4836.397949
	Iteration 50Q: 3 clusters Score -2171639 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -2171644.250000 Penalty: 4836.397949
	Iteration 51Q: 3 clusters Score -2171644 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -2171647.500000 Penalty: 4836.397949
	Iteration 52Q: 3 clusters Score -2171648 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -2171650.000000 Penalty: 4836.397949
	Iteration 53Q: 3 clusters Score -2171650 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -2171653.750000 Penalty: 4836.397949
	Iteration 54Q: 3 clusters Score -2171654 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -2171664.250000 Penalty: 4836.397949
	Iteration 55Q: 3 clusters Score -2171664 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -2171677.000000 Penalty: 4836.397949
	Iteration 56Q: 3 clusters Score -2171677 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -2171676.500000 Penalty: 4836.397949
	Iteration 57Q: 3 clusters Score -2171676 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -2171675.000000 Penalty: 4836.397949
	Iteration 58Q: 3 clusters Score -2171675 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -2171687.750000 Penalty: 4836.397949
	Iteration 59Q: 3 clusters Score -2171688 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -2171694.750000 Penalty: 4836.397949
	Iteration 60F: 3 clusters Score -2171695 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -2171704.500000 Penalty: 4836.397949
	Iteration 61Q: 3 clusters Score -2171704 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -2171711.750000 Penalty: 4836.397949
	Iteration 62Q: 3 clusters Score -2171712 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -2171713.250000 Penalty: 4836.397949
	Iteration 63Q: 3 clusters Score -2171713 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -2171719.000000 Penalty: 4836.397949
	Iteration 64Q: 3 clusters Score -2171719 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -2171720.750000 Penalty: 4836.397949
	Iteration 65Q: 3 clusters Score -2171721 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -2171728.250000 Penalty: 4836.397949
	Iteration 66Q: 3 clusters Score -2171728 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -2171731.250000 Penalty: 4836.397949
	Iteration 67Q: 3 clusters Score -2171731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -2171725.750000 Penalty: 4836.397949
	Iteration 68Q: 3 clusters Score -2171726 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -2171730.250000 Penalty: 4836.397949
	Iteration 69Q: 3 clusters Score -2171730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -2171733.000000 Penalty: 4836.397949
	Iteration 70Q: 3 clusters Score -2171733 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -2171740.750000 Penalty: 4836.397949
	Iteration 71Q: 3 clusters Score -2171741 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -2171741.500000 Penalty: 4836.397949
	Iteration 72Q: 3 clusters Score -2171742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -2171740.750000 Penalty: 4836.397949
	Iteration 73Q: 3 clusters Score -2171741 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -2171741.500000 Penalty: 4836.397949
	Iteration 74Q: 3 clusters Score -2171742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -2171744.500000 Penalty: 4836.397949
	Iteration 75Q: 3 clusters Score -2171744 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -2171745.750000 Penalty: 4836.397949
	Iteration 76Q: 3 clusters Score -2171746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -2171747.000000 Penalty: 4836.397949
	Iteration 77Q: 3 clusters Score -2171747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -2171746.500000 Penalty: 4836.397949
	Iteration 78Q: 3 clusters Score -2171746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -2171749.750000 Penalty: 4836.397949
	Iteration 79Q: 3 clusters Score -2171750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -2171754.750000 Penalty: 4836.397949
	Iteration 80F: 3 clusters Score -2171755 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -2171752.250000 Penalty: 4836.397949
	Iteration 81Q: 3 clusters Score -2171752 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -2171754.250000 Penalty: 4836.397949
	Iteration 82Q: 3 clusters Score -2171754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -2171753.500000 Penalty: 4836.397949
	Iteration 83Q: 3 clusters Score -2171754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -2171755.000000 Penalty: 4836.397949
	Iteration 84Q: 3 clusters Score -2171755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -2171755.000000 Penalty: 4836.397949
	Iteration 85F: 3 clusters Score -2171755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Entering Unmasked Estep 
Score: -1846415.500000 Penalty: 2375.815674
	Iteration 0F: 2 clusters Score -1846416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1836026.875000 Penalty: 4751.631348
	Iteration 0F: 3 clusters Score -1836027 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -1839098.000000 Penalty: 4751.631348
	Iteration 1F: 3 clusters Score -1839098 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1839360.625000 Penalty: 4751.631348
	Iteration 2F: 3 clusters Score -1839361 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1839572.375000 Penalty: 4751.631348
	Iteration 3Q: 3 clusters Score -1839572 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1839750.250000 Penalty: 4751.631348
	Iteration 4Q: 3 clusters Score -1839750 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1839902.250000 Penalty: 4751.631348
	Iteration 5Q: 3 clusters Score -1839902 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1840023.000000 Penalty: 4751.631348
	Iteration 6Q: 3 clusters Score -1840023 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1840126.250000 Penalty: 4751.631348
	Iteration 7Q: 3 clusters Score -1840126 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1840229.250000 Penalty: 4751.631348
	Iteration 8Q: 3 clusters Score -1840229 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1840352.500000 Penalty: 4751.631348
	Iteration 9Q: 3 clusters Score -1840352 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1840500.250000 Penalty: 4751.631348
	Iteration 10Q: 3 clusters Score -1840500 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1840675.375000 Penalty: 4751.631348
	Iteration 11Q: 3 clusters Score -1840675 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1840917.375000 Penalty: 4751.631348
	Iteration 12Q: 3 clusters Score -1840917 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1841250.000000 Penalty: 4751.631348
	Iteration 13Q: 3 clusters Score -1841250 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -1841659.500000 Penalty: 4751.631348
	Iteration 14Q: 3 clusters Score -1841660 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1842126.250000 Penalty: 4751.631348
	Iteration 15Q: 3 clusters Score -1842126 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1842667.125000 Penalty: 4751.631348
	Iteration 16Q: 3 clusters Score -1842667 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1843203.250000 Penalty: 4751.631348
	Iteration 17Q: 3 clusters Score -1843203 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1843632.125000 Penalty: 4751.631348
	Iteration 18Q: 3 clusters Score -1843632 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1843920.375000 Penalty: 4751.631348
	Iteration 19Q: 3 clusters Score -1843920 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1844089.000000 Penalty: 4751.631348
	Iteration 20F: 3 clusters Score -1844089 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1844194.625000 Penalty: 4751.631348
	Iteration 21Q: 3 clusters Score -1844195 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1844253.125000 Penalty: 4751.631348
	Iteration 22Q: 3 clusters Score -1844253 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1844295.750000 Penalty: 4751.631348
	Iteration 23Q: 3 clusters Score -1844296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1844320.750000 Penalty: 4751.631348
	Iteration 24Q: 3 clusters Score -1844321 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -1844332.125000 Penalty: 4751.631348
	Iteration 25Q: 3 clusters Score -1844332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1844344.375000 Penalty: 4751.631348
	Iteration 26Q: 3 clusters Score -1844344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1844348.500000 Penalty: 4751.631348
	Iteration 27Q: 3 clusters Score -1844348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1844353.000000 Penalty: 4751.631348
	Iteration 28Q: 3 clusters Score -1844353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1844354.375000 Penalty: 4751.631348
	Iteration 29Q: 3 clusters Score -1844354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1844360.625000 Penalty: 4751.631348
	Iteration 30Q: 3 clusters Score -1844361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1844366.875000 Penalty: 4751.631348
	Iteration 31Q: 3 clusters Score -1844367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1844369.750000 Penalty: 4751.631348
	Iteration 32Q: 3 clusters Score -1844370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1844369.750000 Penalty: 4751.631348
	Iteration 33F: 3 clusters Score -1844370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -51096.285156 Penalty: 1513.434570
	Iteration 0F: 2 clusters Score -51096.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -49714.628906 Penalty: 3026.869141
	Iteration 0F: 3 clusters Score -49714.63 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -49883.730469 Penalty: 3026.869141
	Iteration 1F: 3 clusters Score -49883.73 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -49927.097656 Penalty: 3026.869141
	Iteration 2Q: 3 clusters Score -49927.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -49950.996094 Penalty: 3026.869141
	Iteration 3Q: 3 clusters Score -49951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -50022.832031 Penalty: 3026.869141
	Iteration 4Q: 3 clusters Score -50022.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -50094.730469 Penalty: 3026.869141
	Iteration 5Q: 3 clusters Score -50094.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -50118.218750 Penalty: 3026.869141
	Iteration 6Q: 3 clusters Score -50118.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -50139.566406 Penalty: 3026.869141
	Iteration 7Q: 3 clusters Score -50139.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -50163.031250 Penalty: 3026.869141
	Iteration 8Q: 3 clusters Score -50163.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -50172.621094 Penalty: 3026.869141
	Iteration 9Q: 3 clusters Score -50172.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -50177.464844 Penalty: 3026.869141
	Iteration 10Q: 3 clusters Score -50177.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50179.121094 Penalty: 3026.869141
	Iteration 11Q: 3 clusters Score -50179.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -50179.121094 Penalty: 3026.869141
	Iteration 12F: 3 clusters Score -50179.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Entering Unmasked Estep 
Score: -604238.000000 Penalty: 2118.871094
	Iteration 0F: 2 clusters Score -604238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -599651.750000 Penalty: 4237.742188
	Iteration 0F: 3 clusters Score -599651.8 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -600800.125000 Penalty: 4237.742188
	Iteration 1F: 3 clusters Score -600800.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -601076.687500 Penalty: 4237.742188
	Iteration 2F: 3 clusters Score -601076.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -601245.812500 Penalty: 4237.742188
	Iteration 3F: 3 clusters Score -601245.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -601386.562500 Penalty: 4237.742188
	Iteration 4Q: 3 clusters Score -601386.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -601491.250000 Penalty: 4237.742188
	Iteration 5Q: 3 clusters Score -601491.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -601582.750000 Penalty: 4237.742188
	Iteration 6Q: 3 clusters Score -601582.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -601665.500000 Penalty: 4237.742188
	Iteration 7Q: 3 clusters Score -601665.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -601750.500000 Penalty: 4237.742188
	Iteration 8Q: 3 clusters Score -601750.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -601835.062500 Penalty: 4237.742188
	Iteration 9Q: 3 clusters Score -601835.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -601917.312500 Penalty: 4237.742188
	Iteration 10Q: 3 clusters Score -601917.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -602016.375000 Penalty: 4237.742188
	Iteration 11Q: 3 clusters Score -602016.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -602111.687500 Penalty: 4237.742188
	Iteration 12Q: 3 clusters Score -602111.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -602203.312500 Penalty: 4237.742188
	Iteration 13Q: 3 clusters Score -602203.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -602286.625000 Penalty: 4237.742188
	Iteration 14Q: 3 clusters Score -602286.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -602368.500000 Penalty: 4237.742188
	Iteration 15Q: 3 clusters Score -602368.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -602437.750000 Penalty: 4237.742188
	Iteration 16Q: 3 clusters Score -602437.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -602500.750000 Penalty: 4237.742188
	Iteration 17Q: 3 clusters Score -602500.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -602551.250000 Penalty: 4237.742188
	Iteration 18Q: 3 clusters Score -602551.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -602594.437500 Penalty: 4237.742188
	Iteration 19Q: 3 clusters Score -602594.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -602648.625000 Penalty: 4237.742188
	Iteration 20F: 3 clusters Score -602648.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -602687.937500 Penalty: 4237.742188
	Iteration 21Q: 3 clusters Score -602687.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -602719.312500 Penalty: 4237.742188
	Iteration 22Q: 3 clusters Score -602719.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -602736.562500 Penalty: 4237.742188
	Iteration 23Q: 3 clusters Score -602736.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -602755.937500 Penalty: 4237.742188
	Iteration 24Q: 3 clusters Score -602755.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -602770.062500 Penalty: 4237.742188
	Iteration 25Q: 3 clusters Score -602770.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -602778.250000 Penalty: 4237.742188
	Iteration 26Q: 3 clusters Score -602778.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -602788.875000 Penalty: 4237.742188
	Iteration 27Q: 3 clusters Score -602788.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -602795.187500 Penalty: 4237.742188
	Iteration 28Q: 3 clusters Score -602795.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -602804.062500 Penalty: 4237.742188
	Iteration 29Q: 3 clusters Score -602804.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -602814.250000 Penalty: 4237.742188
	Iteration 30Q: 3 clusters Score -602814.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -602821.125000 Penalty: 4237.742188
	Iteration 31Q: 3 clusters Score -602821.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -602827.187500 Penalty: 4237.742188
	Iteration 32Q: 3 clusters Score -602827.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -602831.875000 Penalty: 4237.742188
	Iteration 33Q: 3 clusters Score -602831.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -602836.562500 Penalty: 4237.742188
	Iteration 34Q: 3 clusters Score -602836.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -602837.437500 Penalty: 4237.742188
	Iteration 35Q: 3 clusters Score -602837.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -602840.750000 Penalty: 4237.742188
	Iteration 36Q: 3 clusters Score -602840.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -602842.062500 Penalty: 4237.742188
	Iteration 37Q: 3 clusters Score -602842.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -602844.750000 Penalty: 4237.742188
	Iteration 38Q: 3 clusters Score -602844.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -602844.437500 Penalty: 4237.742188
	Iteration 39Q: 3 clusters Score -602844.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -602848.187500 Penalty: 4237.742188
	Iteration 40F: 3 clusters Score -602848.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -602848.750000 Penalty: 4237.742188
	Iteration 41Q: 3 clusters Score -602848.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -602851.500000 Penalty: 4237.742188
	Iteration 42Q: 3 clusters Score -602851.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -602855.625000 Penalty: 4237.742188
	Iteration 43Q: 3 clusters Score -602855.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -602856.250000 Penalty: 4237.742188
	Iteration 44Q: 3 clusters Score -602856.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -602856.250000 Penalty: 4237.742188
	Iteration 45F: 3 clusters Score -602856.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (57529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57529 members 
Entering Unmasked Estep 
Score: -6978375.000000 Penalty: 2718.091064
	Iteration 0F: 2 clusters Score -6978375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28711 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -6939773.500000 Penalty: 5436.182129
	Iteration 0F: 3 clusters Score -6939774 nChanged 26639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27876 members 
Mstep: Class 2 contains 29653 members 
Entering Unmasked Estep 
Score: -6954465.500000 Penalty: 5436.182129
	Iteration 1F: 3 clusters Score -6954466 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -6955028.500000 Penalty: 5436.182129
	Iteration 2Q: 3 clusters Score -6955028 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -6955581.500000 Penalty: 5436.182129
	Iteration 3Q: 3 clusters Score -6955582 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25454 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -6956229.000000 Penalty: 5436.182129
	Iteration 4Q: 3 clusters Score -6956229 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 33754 members 
Entering Unmasked Estep 
Score: -6957143.500000 Penalty: 5436.182129
	Iteration 5Q: 3 clusters Score -6957144 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 36093 members 
Entering Unmasked Estep 
Score: -6958424.000000 Penalty: 5436.182129
	Iteration 6Q: 3 clusters Score -6958424 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 39198 members 
Entering Unmasked Estep 
Score: -6960379.000000 Penalty: 5436.182129
	Iteration 7F: 3 clusters Score -6960379 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 43069 members 
Entering Unmasked Estep 
Score: -6963318.000000 Penalty: 5436.182129
	Iteration 8F: 3 clusters Score -6963318 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 47366 members 
Entering Unmasked Estep 
Score: -6967004.500000 Penalty: 5436.182129
	Iteration 9F: 3 clusters Score -6967004 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 51417 members 
Entering Unmasked Estep 
Score: -6970917.000000 Penalty: 5436.182129
	Iteration 10F: 3 clusters Score -6970917 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 54319 members 
Entering Unmasked Estep 
Score: -6973657.000000 Penalty: 5436.182129
	Iteration 11F: 3 clusters Score -6973657 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 55874 members 
Entering Unmasked Estep 
Score: -6975066.000000 Penalty: 5436.182129
	Iteration 12Q: 3 clusters Score -6975066 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 56541 members 
Entering Unmasked Estep 
Score: -6975594.000000 Penalty: 5436.182129
	Iteration 13Q: 3 clusters Score -6975594 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 56802 members 
Entering Unmasked Estep 
Score: -6975804.500000 Penalty: 5436.182129
	Iteration 14Q: 3 clusters Score -6975804 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 56925 members 
Entering Unmasked Estep 
Score: -6975921.000000 Penalty: 5436.182129
	Iteration 15Q: 3 clusters Score -6975921 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 56981 members 
Entering Unmasked Estep 
Score: -6975976.500000 Penalty: 5436.182129
	Iteration 16Q: 3 clusters Score -6975976 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 57018 members 
Entering Unmasked Estep 
Score: -6976012.000000 Penalty: 5436.182129
	Iteration 17Q: 3 clusters Score -6976012 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 57047 members 
Entering Unmasked Estep 
Score: -6976047.000000 Penalty: 5436.182129
	Iteration 18Q: 3 clusters Score -6976047 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 57065 members 
Entering Unmasked Estep 
Score: -6976061.000000 Penalty: 5436.182129
	Iteration 19Q: 3 clusters Score -6976061 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 57075 members 
Entering Unmasked Estep 
Score: -6976067.000000 Penalty: 5436.182129
	Iteration 20F: 3 clusters Score -6976067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 57085 members 
Entering Unmasked Estep 
Score: -6976083.000000 Penalty: 5436.182129
	Iteration 21Q: 3 clusters Score -6976083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 57093 members 
Entering Unmasked Estep 
Score: -6976089.000000 Penalty: 5436.182129
	Iteration 22Q: 3 clusters Score -6976089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 57094 members 
Entering Unmasked Estep 
Score: -6976093.000000 Penalty: 5436.182129
	Iteration 23Q: 3 clusters Score -6976093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 57094 members 
Entering Unmasked Estep 
Score: -6976091.500000 Penalty: 5436.182129
	Iteration 24Q: 3 clusters Score -6976092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 57096 members 
Entering Unmasked Estep 
Score: -6976093.000000 Penalty: 5436.182129
	Iteration 25Q: 3 clusters Score -6976093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 57098 members 
Entering Unmasked Estep 
Score: -6976094.500000 Penalty: 5436.182129
	Iteration 26Q: 3 clusters Score -6976094 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 57098 members 
Entering Unmasked Estep 
Score: -6976094.500000 Penalty: 5436.182129
	Iteration 27F: 3 clusters Score -6976094 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (311008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311008 members 
Entering Unmasked Estep 
Score: -38540644.000000 Penalty: 3136.598145
	Iteration 0F: 2 clusters Score -3.854064e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155646 members 
Mstep: Class 2 contains 155362 members 
Entering Unmasked Estep 
Score: -38353328.000000 Penalty: 6273.196289
	Iteration 0F: 3 clusters Score -3.835333e+07 nChanged 150938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159978 members 
Mstep: Class 2 contains 151030 members 
Entering Unmasked Estep 
Score: -38443704.000000 Penalty: 6273.196289
	Iteration 1F: 3 clusters Score -3.84437e+07 nChanged 7881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162625 members 
Mstep: Class 2 contains 148383 members 
Entering Unmasked Estep 
Score: -38444808.000000 Penalty: 6273.196289
	Iteration 2Q: 3 clusters Score -3.844481e+07 nChanged 8764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166775 members 
Mstep: Class 2 contains 144233 members 
Entering Unmasked Estep 
Score: -38446552.000000 Penalty: 6273.196289
	Iteration 3Q: 3 clusters Score -3.844655e+07 nChanged 10492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173161 members 
Mstep: Class 2 contains 137847 members 
Entering Unmasked Estep 
Score: -38449192.000000 Penalty: 6273.196289
	Iteration 4Q: 3 clusters Score -3.844919e+07 nChanged 13002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182563 members 
Mstep: Class 2 contains 128445 members 
Entering Unmasked Estep 
Score: -38453840.000000 Penalty: 6273.196289
	Iteration 5Q: 3 clusters Score -3.845384e+07 nChanged 16374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195737 members 
Mstep: Class 2 contains 115271 members 
Entering Unmasked Estep 
Score: -38462172.000000 Penalty: 6273.196289
	Iteration 6F: 3 clusters Score -3.846217e+07 nChanged 19431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212076 members 
Mstep: Class 2 contains 98932 members 
Entering Unmasked Estep 
Score: -38473684.000000 Penalty: 6273.196289
	Iteration 7F: 3 clusters Score -3.847368e+07 nChanged 20478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229030 members 
Mstep: Class 2 contains 81978 members 
Entering Unmasked Estep 
Score: -38487188.000000 Penalty: 6273.196289
	Iteration 8F: 3 clusters Score -3.848719e+07 nChanged 18374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242350 members 
Mstep: Class 2 contains 68658 members 
Entering Unmasked Estep 
Score: -38500492.000000 Penalty: 6273.196289
	Iteration 9F: 3 clusters Score -3.850049e+07 nChanged 14914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250530 members 
Mstep: Class 2 contains 60478 members 
Entering Unmasked Estep 
Score: -38510504.000000 Penalty: 6273.196289
	Iteration 10Q: 3 clusters Score -3.85105e+07 nChanged 10763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254913 members 
Mstep: Class 2 contains 56095 members 
Entering Unmasked Estep 
Score: -38514840.000000 Penalty: 6273.196289
	Iteration 11Q: 3 clusters Score -3.851484e+07 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257978 members 
Mstep: Class 2 contains 53030 members 
Entering Unmasked Estep 
Score: -38516280.000000 Penalty: 6273.196289
	Iteration 12Q: 3 clusters Score -3.851628e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260760 members 
Mstep: Class 2 contains 50248 members 
Entering Unmasked Estep 
Score: -38516928.000000 Penalty: 6273.196289
	Iteration 13Q: 3 clusters Score -3.851693e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263345 members 
Mstep: Class 2 contains 47663 members 
Entering Unmasked Estep 
Score: -38517628.000000 Penalty: 6273.196289
	Iteration 14Q: 3 clusters Score -3.851763e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265761 members 
Mstep: Class 2 contains 45247 members 
Entering Unmasked Estep 
Score: -38518280.000000 Penalty: 6273.196289
	Iteration 15Q: 3 clusters Score -3.851828e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268168 members 
Mstep: Class 2 contains 42840 members 
Entering Unmasked Estep 
Score: -38519112.000000 Penalty: 6273.196289
	Iteration 16Q: 3 clusters Score -3.851911e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270520 members 
Mstep: Class 2 contains 40488 members 
Entering Unmasked Estep 
Score: -38519840.000000 Penalty: 6273.196289
	Iteration 17Q: 3 clusters Score -3.851984e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272793 members 
Mstep: Class 2 contains 38215 members 
Entering Unmasked Estep 
Score: -38520688.000000 Penalty: 6273.196289
	Iteration 18Q: 3 clusters Score -3.852069e+07 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275059 members 
Mstep: Class 2 contains 35949 members 
Entering Unmasked Estep 
Score: -38521488.000000 Penalty: 6273.196289
	Iteration 19Q: 3 clusters Score -3.852149e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277257 members 
Mstep: Class 2 contains 33751 members 
Entering Unmasked Estep 
Score: -38522280.000000 Penalty: 6273.196289
	Iteration 20F: 3 clusters Score -3.852228e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279378 members 
Mstep: Class 2 contains 31630 members 
Entering Unmasked Estep 
Score: -38523252.000000 Penalty: 6273.196289
	Iteration 21Q: 3 clusters Score -3.852325e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281410 members 
Mstep: Class 2 contains 29598 members 
Entering Unmasked Estep 
Score: -38524088.000000 Penalty: 6273.196289
	Iteration 22Q: 3 clusters Score -3.852409e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283377 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -38525004.000000 Penalty: 6273.196289
	Iteration 23Q: 3 clusters Score -3.8525e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285210 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -38526036.000000 Penalty: 6273.196289
	Iteration 24Q: 3 clusters Score -3.852604e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287072 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -38527344.000000 Penalty: 6273.196289
	Iteration 25Q: 3 clusters Score -3.852734e+07 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288995 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -38528924.000000 Penalty: 6273.196289
	Iteration 26Q: 3 clusters Score -3.852892e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290935 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -38530236.000000 Penalty: 6273.196289
	Iteration 27Q: 3 clusters Score -3.853024e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292761 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -38531912.000000 Penalty: 6273.196289
	Iteration 28Q: 3 clusters Score -3.853191e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294523 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -38534264.000000 Penalty: 6273.196289
	Iteration 29Q: 3 clusters Score -3.853426e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296291 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -38535848.000000 Penalty: 6273.196289
	Iteration 30Q: 3 clusters Score -3.853585e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298067 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -38537492.000000 Penalty: 6273.196289
	Iteration 31Q: 3 clusters Score -3.853749e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299883 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -38538448.000000 Penalty: 6273.196289
	Iteration 32Q: 3 clusters Score -3.853845e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301646 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -38539512.000000 Penalty: 6273.196289
	Iteration 33Q: 3 clusters Score -3.853951e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303240 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -38539884.000000 Penalty: 6273.196289
	Iteration 34Q: 3 clusters Score -3.853988e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304671 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -38539992.000000 Penalty: 6273.196289
	Iteration 35Q: 3 clusters Score -3.853999e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305930 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -38540284.000000 Penalty: 6273.196289
	Iteration 36Q: 3 clusters Score -3.854028e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307001 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -38540108.000000 Penalty: 6273.196289
	Iteration 37Q: 3 clusters Score -3.854011e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307850 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -38539576.000000 Penalty: 6273.196289
	Iteration 38Q: 3 clusters Score -3.853958e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308538 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -38539280.000000 Penalty: 6273.196289
	Iteration 39Q: 3 clusters Score -3.853928e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309075 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -38539124.000000 Penalty: 6273.196289
	Iteration 40F: 3 clusters Score -3.853912e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309458 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -38538904.000000 Penalty: 6273.196289
	Iteration 41Q: 3 clusters Score -3.85389e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309749 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -38538752.000000 Penalty: 6273.196289
	Iteration 42Q: 3 clusters Score -3.853875e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309958 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -38538740.000000 Penalty: 6273.196289
	Iteration 43Q: 3 clusters Score -3.853874e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310094 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -38538732.000000 Penalty: 6273.196289
	Iteration 44Q: 3 clusters Score -3.853873e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310210 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -38538616.000000 Penalty: 6273.196289
	Iteration 45Q: 3 clusters Score -3.853862e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310282 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -38538604.000000 Penalty: 6273.196289
	Iteration 46Q: 3 clusters Score -3.85386e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310334 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -38538584.000000 Penalty: 6273.196289
	Iteration 47Q: 3 clusters Score -3.853858e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310369 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -38538576.000000 Penalty: 6273.196289
	Iteration 48Q: 3 clusters Score -3.853858e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310392 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -38538544.000000 Penalty: 6273.196289
	Iteration 49Q: 3 clusters Score -3.853854e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310410 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -38538516.000000 Penalty: 6273.196289
	Iteration 50Q: 3 clusters Score -3.853852e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310425 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -38538516.000000 Penalty: 6273.196289
	Iteration 51Q: 3 clusters Score -3.853852e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310443 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -38538524.000000 Penalty: 6273.196289
	Iteration 52Q: 3 clusters Score -3.853852e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310452 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -38538524.000000 Penalty: 6273.196289
	Iteration 53Q: 3 clusters Score -3.853852e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310459 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -38538492.000000 Penalty: 6273.196289
	Iteration 54Q: 3 clusters Score -3.853849e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310465 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -38538488.000000 Penalty: 6273.196289
	Iteration 55Q: 3 clusters Score -3.853849e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310472 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -38538480.000000 Penalty: 6273.196289
	Iteration 56Q: 3 clusters Score -3.853848e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310480 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -38538468.000000 Penalty: 6273.196289
	Iteration 57Q: 3 clusters Score -3.853847e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310487 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -38538496.000000 Penalty: 6273.196289
	Iteration 58Q: 3 clusters Score -3.85385e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310494 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -38538476.000000 Penalty: 6273.196289
	Iteration 59Q: 3 clusters Score -3.853848e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310497 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -38538492.000000 Penalty: 6273.196289
	Iteration 60F: 3 clusters Score -3.853849e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310500 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -38538472.000000 Penalty: 6273.196289
	Iteration 61Q: 3 clusters Score -3.853847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310502 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -38538484.000000 Penalty: 6273.196289
	Iteration 62Q: 3 clusters Score -3.853848e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310502 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -38538488.000000 Penalty: 6273.196289
	Iteration 63Q: 3 clusters Score -3.853849e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310504 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -38538480.000000 Penalty: 6273.196289
	Iteration 64Q: 3 clusters Score -3.853848e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310505 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -38538472.000000 Penalty: 6273.196289
	Iteration 65Q: 3 clusters Score -3.853847e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310506 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -38538464.000000 Penalty: 6273.196289
	Iteration 66Q: 3 clusters Score -3.853846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310507 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -38538480.000000 Penalty: 6273.196289
	Iteration 67Q: 3 clusters Score -3.853848e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310507 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -38538480.000000 Penalty: 6273.196289
	Iteration 68F: 3 clusters Score -3.853848e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -644445.062500 Penalty: 2114.977051
	Iteration 0F: 2 clusters Score -644445.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -639889.812500 Penalty: 4229.954102
	Iteration 0F: 3 clusters Score -639889.8 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -640941.187500 Penalty: 4229.954102
	Iteration 1F: 3 clusters Score -640941.2 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -641132.500000 Penalty: 4229.954102
	Iteration 2F: 3 clusters Score -641132.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -641251.875000 Penalty: 4229.954102
	Iteration 3Q: 3 clusters Score -641251.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -641330.125000 Penalty: 4229.954102
	Iteration 4Q: 3 clusters Score -641330.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -641379.562500 Penalty: 4229.954102
	Iteration 5Q: 3 clusters Score -641379.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -641418.562500 Penalty: 4229.954102
	Iteration 6Q: 3 clusters Score -641418.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -641448.937500 Penalty: 4229.954102
	Iteration 7Q: 3 clusters Score -641448.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -641473.500000 Penalty: 4229.954102
	Iteration 8Q: 3 clusters Score -641473.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -641487.000000 Penalty: 4229.954102
	Iteration 9Q: 3 clusters Score -641487 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -641499.875000 Penalty: 4229.954102
	Iteration 10Q: 3 clusters Score -641499.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -641511.250000 Penalty: 4229.954102
	Iteration 11Q: 3 clusters Score -641511.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -641519.562500 Penalty: 4229.954102
	Iteration 12Q: 3 clusters Score -641519.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -641528.875000 Penalty: 4229.954102
	Iteration 13Q: 3 clusters Score -641528.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -641540.250000 Penalty: 4229.954102
	Iteration 14Q: 3 clusters Score -641540.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -641550.000000 Penalty: 4229.954102
	Iteration 15Q: 3 clusters Score -641550 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -641558.937500 Penalty: 4229.954102
	Iteration 16Q: 3 clusters Score -641558.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -641565.062500 Penalty: 4229.954102
	Iteration 17Q: 3 clusters Score -641565.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -641569.812500 Penalty: 4229.954102
	Iteration 18Q: 3 clusters Score -641569.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -641572.000000 Penalty: 4229.954102
	Iteration 19Q: 3 clusters Score -641572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -641574.437500 Penalty: 4229.954102
	Iteration 20F: 3 clusters Score -641574.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -641577.250000 Penalty: 4229.954102
	Iteration 21Q: 3 clusters Score -641577.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -641581.187500 Penalty: 4229.954102
	Iteration 22Q: 3 clusters Score -641581.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -641586.937500 Penalty: 4229.954102
	Iteration 23Q: 3 clusters Score -641586.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -641590.625000 Penalty: 4229.954102
	Iteration 24Q: 3 clusters Score -641590.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -641593.250000 Penalty: 4229.954102
	Iteration 25Q: 3 clusters Score -641593.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -641598.625000 Penalty: 4229.954102
	Iteration 26Q: 3 clusters Score -641598.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -641599.562500 Penalty: 4229.954102
	Iteration 27Q: 3 clusters Score -641599.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -641603.812500 Penalty: 4229.954102
	Iteration 28Q: 3 clusters Score -641603.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -641608.312500 Penalty: 4229.954102
	Iteration 29Q: 3 clusters Score -641608.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -641612.937500 Penalty: 4229.954102
	Iteration 30Q: 3 clusters Score -641612.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -641616.625000 Penalty: 4229.954102
	Iteration 31Q: 3 clusters Score -641616.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -641621.937500 Penalty: 4229.954102
	Iteration 32Q: 3 clusters Score -641621.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -641628.937500 Penalty: 4229.954102
	Iteration 33Q: 3 clusters Score -641628.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -641631.562500 Penalty: 4229.954102
	Iteration 34Q: 3 clusters Score -641631.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -641636.500000 Penalty: 4229.954102
	Iteration 35Q: 3 clusters Score -641636.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -641640.937500 Penalty: 4229.954102
	Iteration 36Q: 3 clusters Score -641640.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -641647.062500 Penalty: 4229.954102
	Iteration 37Q: 3 clusters Score -641647.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -641651.812500 Penalty: 4229.954102
	Iteration 38Q: 3 clusters Score -641651.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -641658.500000 Penalty: 4229.954102
	Iteration 39Q: 3 clusters Score -641658.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -641661.312500 Penalty: 4229.954102
	Iteration 40F: 3 clusters Score -641661.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -641664.125000 Penalty: 4229.954102
	Iteration 41Q: 3 clusters Score -641664.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -641668.937500 Penalty: 4229.954102
	Iteration 42Q: 3 clusters Score -641668.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -641670.625000 Penalty: 4229.954102
	Iteration 43Q: 3 clusters Score -641670.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -641673.625000 Penalty: 4229.954102
	Iteration 44Q: 3 clusters Score -641673.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -641677.125000 Penalty: 4229.954102
	Iteration 45Q: 3 clusters Score -641677.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -641680.312500 Penalty: 4229.954102
	Iteration 46Q: 3 clusters Score -641680.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -641683.250000 Penalty: 4229.954102
	Iteration 47Q: 3 clusters Score -641683.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -641687.062500 Penalty: 4229.954102
	Iteration 48Q: 3 clusters Score -641687.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -641687.750000 Penalty: 4229.954102
	Iteration 49Q: 3 clusters Score -641687.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -641691.062500 Penalty: 4229.954102
	Iteration 50Q: 3 clusters Score -641691.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -641689.812500 Penalty: 4229.954102
	Iteration 51Q: 3 clusters Score -641689.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -641692.125000 Penalty: 4229.954102
	Iteration 52Q: 3 clusters Score -641692.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -641693.187500 Penalty: 4229.954102
	Iteration 53Q: 3 clusters Score -641693.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -641692.187500 Penalty: 4229.954102
	Iteration 54Q: 3 clusters Score -641692.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -641693.250000 Penalty: 4229.954102
	Iteration 55Q: 3 clusters Score -641693.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -641693.625000 Penalty: 4229.954102
	Iteration 56Q: 3 clusters Score -641693.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -641693.562500 Penalty: 4229.954102
	Iteration 57Q: 3 clusters Score -641693.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -641695.250000 Penalty: 4229.954102
	Iteration 58Q: 3 clusters Score -641695.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -641696.250000 Penalty: 4229.954102
	Iteration 59Q: 3 clusters Score -641696.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -641697.312500 Penalty: 4229.954102
	Iteration 60F: 3 clusters Score -641697.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -641698.937500 Penalty: 4229.954102
	Iteration 61Q: 3 clusters Score -641698.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -641698.500000 Penalty: 4229.954102
	Iteration 62Q: 3 clusters Score -641698.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -641700.750000 Penalty: 4229.954102
	Iteration 63Q: 3 clusters Score -641700.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -641701.500000 Penalty: 4229.954102
	Iteration 64Q: 3 clusters Score -641701.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -641701.750000 Penalty: 4229.954102
	Iteration 65Q: 3 clusters Score -641701.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -641703.000000 Penalty: 4229.954102
	Iteration 66Q: 3 clusters Score -641703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -641702.437500 Penalty: 4229.954102
	Iteration 67Q: 3 clusters Score -641702.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -641703.250000 Penalty: 4229.954102
	Iteration 68Q: 3 clusters Score -641703.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -641705.812500 Penalty: 4229.954102
	Iteration 69Q: 3 clusters Score -641705.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -641705.312500 Penalty: 4229.954102
	Iteration 70Q: 3 clusters Score -641705.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -641706.750000 Penalty: 4229.954102
	Iteration 71Q: 3 clusters Score -641706.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -641709.687500 Penalty: 4229.954102
	Iteration 72Q: 3 clusters Score -641709.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -641709.750000 Penalty: 4229.954102
	Iteration 73Q: 3 clusters Score -641709.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -641712.000000 Penalty: 4229.954102
	Iteration 74Q: 3 clusters Score -641712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -641713.625000 Penalty: 4229.954102
	Iteration 75Q: 3 clusters Score -641713.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -641715.812500 Penalty: 4229.954102
	Iteration 76Q: 3 clusters Score -641715.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -641715.750000 Penalty: 4229.954102
	Iteration 77Q: 3 clusters Score -641715.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -641717.937500 Penalty: 4229.954102
	Iteration 78Q: 3 clusters Score -641717.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -641718.125000 Penalty: 4229.954102
	Iteration 79Q: 3 clusters Score -641718.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -641721.375000 Penalty: 4229.954102
	Iteration 80F: 3 clusters Score -641721.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -641720.875000 Penalty: 4229.954102
	Iteration 81Q: 3 clusters Score -641720.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -641723.375000 Penalty: 4229.954102
	Iteration 82Q: 3 clusters Score -641723.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -641723.437500 Penalty: 4229.954102
	Iteration 83Q: 3 clusters Score -641723.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -641723.687500 Penalty: 4229.954102
	Iteration 84Q: 3 clusters Score -641723.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -641726.500000 Penalty: 4229.954102
	Iteration 85Q: 3 clusters Score -641726.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -641725.562500 Penalty: 4229.954102
	Iteration 86Q: 3 clusters Score -641725.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -641725.500000 Penalty: 4229.954102
	Iteration 87Q: 3 clusters Score -641725.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -641727.562500 Penalty: 4229.954102
	Iteration 88Q: 3 clusters Score -641727.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -641726.750000 Penalty: 4229.954102
	Iteration 89Q: 3 clusters Score -641726.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -641727.312500 Penalty: 4229.954102
	Iteration 90Q: 3 clusters Score -641727.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -641730.375000 Penalty: 4229.954102
	Iteration 91Q: 3 clusters Score -641730.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -641732.625000 Penalty: 4229.954102
	Iteration 92Q: 3 clusters Score -641732.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -641732.812500 Penalty: 4229.954102
	Iteration 93Q: 3 clusters Score -641732.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -641732.750000 Penalty: 4229.954102
	Iteration 94Q: 3 clusters Score -641732.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -641736.125000 Penalty: 4229.954102
	Iteration 95Q: 3 clusters Score -641736.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -641736.500000 Penalty: 4229.954102
	Iteration 96Q: 3 clusters Score -641736.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -641738.562500 Penalty: 4229.954102
	Iteration 97Q: 3 clusters Score -641738.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -641740.562500 Penalty: 4229.954102
	Iteration 98Q: 3 clusters Score -641740.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -641742.437500 Penalty: 4229.954102
	Iteration 99Q: 3 clusters Score -641742.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -641744.062500 Penalty: 4229.954102
	Iteration 100F: 3 clusters Score -641744.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -641745.250000 Penalty: 4229.954102
	Iteration 101Q: 3 clusters Score -641745.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -641747.437500 Penalty: 4229.954102
	Iteration 102Q: 3 clusters Score -641747.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -641750.187500 Penalty: 4229.954102
	Iteration 103Q: 3 clusters Score -641750.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -641753.062500 Penalty: 4229.954102
	Iteration 104Q: 3 clusters Score -641753.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -641754.750000 Penalty: 4229.954102
	Iteration 105Q: 3 clusters Score -641754.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -641757.000000 Penalty: 4229.954102
	Iteration 106Q: 3 clusters Score -641757 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -641761.562500 Penalty: 4229.954102
	Iteration 107Q: 3 clusters Score -641761.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -641764.437500 Penalty: 4229.954102
	Iteration 108Q: 3 clusters Score -641764.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -641768.312500 Penalty: 4229.954102
	Iteration 109Q: 3 clusters Score -641768.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -641774.125000 Penalty: 4229.954102
	Iteration 110Q: 3 clusters Score -641774.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -641782.687500 Penalty: 4229.954102
	Iteration 111Q: 3 clusters Score -641782.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -641787.937500 Penalty: 4229.954102
	Iteration 112Q: 3 clusters Score -641787.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -641794.500000 Penalty: 4229.954102
	Iteration 113Q: 3 clusters Score -641794.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -641801.312500 Penalty: 4229.954102
	Iteration 114Q: 3 clusters Score -641801.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -641807.312500 Penalty: 4229.954102
	Iteration 115Q: 3 clusters Score -641807.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -641815.500000 Penalty: 4229.954102
	Iteration 116Q: 3 clusters Score -641815.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -641827.437500 Penalty: 4229.954102
	Iteration 117Q: 3 clusters Score -641827.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -641839.250000 Penalty: 4229.954102
	Iteration 118Q: 3 clusters Score -641839.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -641856.625000 Penalty: 4229.954102
	Iteration 119Q: 3 clusters Score -641856.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -641873.062500 Penalty: 4229.954102
	Iteration 120F: 3 clusters Score -641873.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -641885.875000 Penalty: 4229.954102
	Iteration 121Q: 3 clusters Score -641885.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -641905.937500 Penalty: 4229.954102
	Iteration 122Q: 3 clusters Score -641905.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -641925.500000 Penalty: 4229.954102
	Iteration 123Q: 3 clusters Score -641925.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -641937.812500 Penalty: 4229.954102
	Iteration 124Q: 3 clusters Score -641937.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -641949.250000 Penalty: 4229.954102
	Iteration 125Q: 3 clusters Score -641949.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -641962.375000 Penalty: 4229.954102
	Iteration 126Q: 3 clusters Score -641962.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -641976.562500 Penalty: 4229.954102
	Iteration 127Q: 3 clusters Score -641976.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -641988.687500 Penalty: 4229.954102
	Iteration 128Q: 3 clusters Score -641988.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -642008.812500 Penalty: 4229.954102
	Iteration 129Q: 3 clusters Score -642008.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -642043.750000 Penalty: 4229.954102
	Iteration 130Q: 3 clusters Score -642043.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -642079.625000 Penalty: 4229.954102
	Iteration 131Q: 3 clusters Score -642079.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -642122.062500 Penalty: 4229.954102
	Iteration 132Q: 3 clusters Score -642122.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -642174.937500 Penalty: 4229.954102
	Iteration 133Q: 3 clusters Score -642174.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -642232.375000 Penalty: 4229.954102
	Iteration 134Q: 3 clusters Score -642232.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -642282.062500 Penalty: 4229.954102
	Iteration 135Q: 3 clusters Score -642282.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -642323.312500 Penalty: 4229.954102
	Iteration 136Q: 3 clusters Score -642323.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -642352.812500 Penalty: 4229.954102
	Iteration 137Q: 3 clusters Score -642352.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -642370.000000 Penalty: 4229.954102
	Iteration 138Q: 3 clusters Score -642370 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -642385.000000 Penalty: 4229.954102
	Iteration 139Q: 3 clusters Score -642385 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -642398.750000 Penalty: 4229.954102
	Iteration 140F: 3 clusters Score -642398.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -642406.312500 Penalty: 4229.954102
	Iteration 141Q: 3 clusters Score -642406.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -642410.937500 Penalty: 4229.954102
	Iteration 142Q: 3 clusters Score -642410.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -642411.062500 Penalty: 4229.954102
	Iteration 143Q: 3 clusters Score -642411.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -642413.312500 Penalty: 4229.954102
	Iteration 144Q: 3 clusters Score -642413.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -642417.437500 Penalty: 4229.954102
	Iteration 145Q: 3 clusters Score -642417.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -642419.437500 Penalty: 4229.954102
	Iteration 146Q: 3 clusters Score -642419.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -642421.750000 Penalty: 4229.954102
	Iteration 147Q: 3 clusters Score -642421.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -642425.062500 Penalty: 4229.954102
	Iteration 148Q: 3 clusters Score -642425.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -642426.875000 Penalty: 4229.954102
	Iteration 149Q: 3 clusters Score -642426.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -642428.312500 Penalty: 4229.954102
	Iteration 150Q: 3 clusters Score -642428.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -642431.750000 Penalty: 4229.954102
	Iteration 151Q: 3 clusters Score -642431.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -642432.625000 Penalty: 4229.954102
	Iteration 152Q: 3 clusters Score -642432.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -642436.062500 Penalty: 4229.954102
	Iteration 153Q: 3 clusters Score -642436.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -642440.375000 Penalty: 4229.954102
	Iteration 154Q: 3 clusters Score -642440.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -642444.875000 Penalty: 4229.954102
	Iteration 155Q: 3 clusters Score -642444.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -642447.375000 Penalty: 4229.954102
	Iteration 156Q: 3 clusters Score -642447.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -642447.687500 Penalty: 4229.954102
	Iteration 157Q: 3 clusters Score -642447.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -642450.187500 Penalty: 4229.954102
	Iteration 158Q: 3 clusters Score -642450.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -642451.562500 Penalty: 4229.954102
	Iteration 159Q: 3 clusters Score -642451.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -642453.062500 Penalty: 4229.954102
	Iteration 160F: 3 clusters Score -642453.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -642452.375000 Penalty: 4229.954102
	Iteration 161Q: 3 clusters Score -642452.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -642452.875000 Penalty: 4229.954102
	Iteration 162Q: 3 clusters Score -642452.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -642454.000000 Penalty: 4229.954102
	Iteration 163Q: 3 clusters Score -642454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -642454.000000 Penalty: 4229.954102
	Iteration 164F: 3 clusters Score -642454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Entering Unmasked Estep 
Score: -2216483.250000 Penalty: 2425.051758
	Iteration 0F: 2 clusters Score -2216483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -2203909.250000 Penalty: 4850.103516
	Iteration 0F: 3 clusters Score -2203909 nChanged 7687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -2207984.750000 Penalty: 4850.103516
	Iteration 1F: 3 clusters Score -2207985 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -2208291.250000 Penalty: 4850.103516
	Iteration 2F: 3 clusters Score -2208291 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -2208547.750000 Penalty: 4850.103516
	Iteration 3Q: 3 clusters Score -2208548 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -2208771.500000 Penalty: 4850.103516
	Iteration 4Q: 3 clusters Score -2208772 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -2209010.000000 Penalty: 4850.103516
	Iteration 5Q: 3 clusters Score -2209010 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -2209319.500000 Penalty: 4850.103516
	Iteration 6Q: 3 clusters Score -2209320 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -2209727.250000 Penalty: 4850.103516
	Iteration 7Q: 3 clusters Score -2209727 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -2210308.750000 Penalty: 4850.103516
	Iteration 8F: 3 clusters Score -2210309 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -2211108.500000 Penalty: 4850.103516
	Iteration 9F: 3 clusters Score -2211108 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -2212043.250000 Penalty: 4850.103516
	Iteration 10F: 3 clusters Score -2212043 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2212937.000000 Penalty: 4850.103516
	Iteration 11F: 3 clusters Score -2212937 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2213545.000000 Penalty: 4850.103516
	Iteration 12Q: 3 clusters Score -2213545 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -2213917.750000 Penalty: 4850.103516
	Iteration 13Q: 3 clusters Score -2213918 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2214091.000000 Penalty: 4850.103516
	Iteration 14Q: 3 clusters Score -2214091 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2214183.000000 Penalty: 4850.103516
	Iteration 15Q: 3 clusters Score -2214183 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2214227.000000 Penalty: 4850.103516
	Iteration 16Q: 3 clusters Score -2214227 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2214254.000000 Penalty: 4850.103516
	Iteration 17Q: 3 clusters Score -2214254 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2214281.750000 Penalty: 4850.103516
	Iteration 18Q: 3 clusters Score -2214282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -2214299.250000 Penalty: 4850.103516
	Iteration 19Q: 3 clusters Score -2214299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -2214320.000000 Penalty: 4850.103516
	Iteration 20F: 3 clusters Score -2214320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -2214330.500000 Penalty: 4850.103516
	Iteration 21Q: 3 clusters Score -2214330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -2214329.750000 Penalty: 4850.103516
	Iteration 22Q: 3 clusters Score -2214330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -2214328.000000 Penalty: 4850.103516
	Iteration 23Q: 3 clusters Score -2214328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2214328.750000 Penalty: 4850.103516
	Iteration 24Q: 3 clusters Score -2214329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2214330.250000 Penalty: 4850.103516
	Iteration 25Q: 3 clusters Score -2214330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2214330.250000 Penalty: 4850.103516
	Iteration 26F: 3 clusters Score -2214330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Entering Unmasked Estep 
Score: -386117.687500 Penalty: 2003.206787
	Iteration 0F: 2 clusters Score -386117.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -382693.437500 Penalty: 4006.413574
	Iteration 0F: 3 clusters Score -382693.4 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -383452.531250 Penalty: 4006.413574
	Iteration 1F: 3 clusters Score -383452.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -383678.062500 Penalty: 4006.413574
	Iteration 2F: 3 clusters Score -383678.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -383794.406250 Penalty: 4006.413574
	Iteration 3F: 3 clusters Score -383794.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -383871.437500 Penalty: 4006.413574
	Iteration 4Q: 3 clusters Score -383871.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -383929.656250 Penalty: 4006.413574
	Iteration 5Q: 3 clusters Score -383929.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -383963.406250 Penalty: 4006.413574
	Iteration 6Q: 3 clusters Score -383963.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -383994.343750 Penalty: 4006.413574
	Iteration 7Q: 3 clusters Score -383994.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -384018.093750 Penalty: 4006.413574
	Iteration 8Q: 3 clusters Score -384018.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -384041.562500 Penalty: 4006.413574
	Iteration 9Q: 3 clusters Score -384041.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -384056.562500 Penalty: 4006.413574
	Iteration 10Q: 3 clusters Score -384056.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -384065.218750 Penalty: 4006.413574
	Iteration 11Q: 3 clusters Score -384065.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -384073.500000 Penalty: 4006.413574
	Iteration 12Q: 3 clusters Score -384073.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -384080.250000 Penalty: 4006.413574
	Iteration 13Q: 3 clusters Score -384080.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -384087.812500 Penalty: 4006.413574
	Iteration 14Q: 3 clusters Score -384087.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -384094.187500 Penalty: 4006.413574
	Iteration 15Q: 3 clusters Score -384094.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -384098.218750 Penalty: 4006.413574
	Iteration 16Q: 3 clusters Score -384098.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -384100.656250 Penalty: 4006.413574
	Iteration 17Q: 3 clusters Score -384100.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -384102.625000 Penalty: 4006.413574
	Iteration 18Q: 3 clusters Score -384102.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -384106.000000 Penalty: 4006.413574
	Iteration 19Q: 3 clusters Score -384106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -384108.750000 Penalty: 4006.413574
	Iteration 20F: 3 clusters Score -384108.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -384110.593750 Penalty: 4006.413574
	Iteration 21Q: 3 clusters Score -384110.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -384113.593750 Penalty: 4006.413574
	Iteration 22Q: 3 clusters Score -384113.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -384114.781250 Penalty: 4006.413574
	Iteration 23Q: 3 clusters Score -384114.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -384116.812500 Penalty: 4006.413574
	Iteration 24Q: 3 clusters Score -384116.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -384118.375000 Penalty: 4006.413574
	Iteration 25Q: 3 clusters Score -384118.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -384119.250000 Penalty: 4006.413574
	Iteration 26Q: 3 clusters Score -384119.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -384120.375000 Penalty: 4006.413574
	Iteration 27Q: 3 clusters Score -384120.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -384121.250000 Penalty: 4006.413574
	Iteration 28Q: 3 clusters Score -384121.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -384123.562500 Penalty: 4006.413574
	Iteration 29Q: 3 clusters Score -384123.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -384125.625000 Penalty: 4006.413574
	Iteration 30Q: 3 clusters Score -384125.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -384125.593750 Penalty: 4006.413574
	Iteration 31Q: 3 clusters Score -384125.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -384126.781250 Penalty: 4006.413574
	Iteration 32Q: 3 clusters Score -384126.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -384126.781250 Penalty: 4006.413574
	Iteration 33F: 3 clusters Score -384126.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Entering Unmasked Estep 
Score: -844705.062500 Penalty: 2183.547119
	Iteration 0F: 2 clusters Score -844705.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -839084.250000 Penalty: 4367.094238
	Iteration 0F: 3 clusters Score -839084.2 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -840453.500000 Penalty: 4367.094238
	Iteration 1F: 3 clusters Score -840453.5 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -840652.750000 Penalty: 4367.094238
	Iteration 2F: 3 clusters Score -840652.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -840776.812500 Penalty: 4367.094238
	Iteration 3Q: 3 clusters Score -840776.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -840883.875000 Penalty: 4367.094238
	Iteration 4Q: 3 clusters Score -840883.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -840963.625000 Penalty: 4367.094238
	Iteration 5Q: 3 clusters Score -840963.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -841035.312500 Penalty: 4367.094238
	Iteration 6Q: 3 clusters Score -841035.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -841089.562500 Penalty: 4367.094238
	Iteration 7Q: 3 clusters Score -841089.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -841146.000000 Penalty: 4367.094238
	Iteration 8Q: 3 clusters Score -841146 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -841188.812500 Penalty: 4367.094238
	Iteration 9Q: 3 clusters Score -841188.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -841230.062500 Penalty: 4367.094238
	Iteration 10Q: 3 clusters Score -841230.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -841266.937500 Penalty: 4367.094238
	Iteration 11Q: 3 clusters Score -841266.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -841296.750000 Penalty: 4367.094238
	Iteration 12Q: 3 clusters Score -841296.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -841326.937500 Penalty: 4367.094238
	Iteration 13Q: 3 clusters Score -841326.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -841357.687500 Penalty: 4367.094238
	Iteration 14Q: 3 clusters Score -841357.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -841391.687500 Penalty: 4367.094238
	Iteration 15Q: 3 clusters Score -841391.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -841424.687500 Penalty: 4367.094238
	Iteration 16Q: 3 clusters Score -841424.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -841461.312500 Penalty: 4367.094238
	Iteration 17Q: 3 clusters Score -841461.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -841492.375000 Penalty: 4367.094238
	Iteration 18Q: 3 clusters Score -841492.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -841521.937500 Penalty: 4367.094238
	Iteration 19Q: 3 clusters Score -841521.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -841561.562500 Penalty: 4367.094238
	Iteration 20F: 3 clusters Score -841561.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -841609.375000 Penalty: 4367.094238
	Iteration 21Q: 3 clusters Score -841609.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -841665.937500 Penalty: 4367.094238
	Iteration 22Q: 3 clusters Score -841665.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -841736.500000 Penalty: 4367.094238
	Iteration 23Q: 3 clusters Score -841736.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -841835.250000 Penalty: 4367.094238
	Iteration 24Q: 3 clusters Score -841835.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -841944.937500 Penalty: 4367.094238
	Iteration 25Q: 3 clusters Score -841944.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -842048.062500 Penalty: 4367.094238
	Iteration 26Q: 3 clusters Score -842048.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -842150.062500 Penalty: 4367.094238
	Iteration 27Q: 3 clusters Score -842150.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -842243.875000 Penalty: 4367.094238
	Iteration 28Q: 3 clusters Score -842243.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -842353.312500 Penalty: 4367.094238
	Iteration 29Q: 3 clusters Score -842353.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -842456.937500 Penalty: 4367.094238
	Iteration 30Q: 3 clusters Score -842456.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -842530.687500 Penalty: 4367.094238
	Iteration 31Q: 3 clusters Score -842530.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -842593.937500 Penalty: 4367.094238
	Iteration 32Q: 3 clusters Score -842593.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -842642.750000 Penalty: 4367.094238
	Iteration 33Q: 3 clusters Score -842642.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -842700.937500 Penalty: 4367.094238
	Iteration 34Q: 3 clusters Score -842700.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -842746.375000 Penalty: 4367.094238
	Iteration 35Q: 3 clusters Score -842746.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -842777.125000 Penalty: 4367.094238
	Iteration 36Q: 3 clusters Score -842777.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -842798.812500 Penalty: 4367.094238
	Iteration 37Q: 3 clusters Score -842798.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -842814.187500 Penalty: 4367.094238
	Iteration 38Q: 3 clusters Score -842814.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -842823.375000 Penalty: 4367.094238
	Iteration 39Q: 3 clusters Score -842823.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -842823.312500 Penalty: 4367.094238
	Iteration 40F: 3 clusters Score -842823.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -842823.187500 Penalty: 4367.094238
	Iteration 41Q: 3 clusters Score -842823.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -842824.125000 Penalty: 4367.094238
	Iteration 42Q: 3 clusters Score -842824.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -842824.125000 Penalty: 4367.094238
	Iteration 43F: 3 clusters Score -842824.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Entering Unmasked Estep 
Score: -2615343.000000 Penalty: 2477.004395
	Iteration 0F: 2 clusters Score -2615343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -2600045.750000 Penalty: 4954.008789
	Iteration 0F: 3 clusters Score -2600046 nChanged 9599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -2605257.000000 Penalty: 4954.008789
	Iteration 1F: 3 clusters Score -2605257 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -2605758.000000 Penalty: 4954.008789
	Iteration 2F: 3 clusters Score -2605758 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -2606280.000000 Penalty: 4954.008789
	Iteration 3F: 3 clusters Score -2606280 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -2606921.500000 Penalty: 4954.008789
	Iteration 4F: 3 clusters Score -2606922 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14484 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -2607684.750000 Penalty: 4954.008789
	Iteration 5F: 3 clusters Score -2607685 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -2608577.500000 Penalty: 4954.008789
	Iteration 6F: 3 clusters Score -2608578 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -2609528.750000 Penalty: 4954.008789
	Iteration 7F: 3 clusters Score -2609529 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -2610452.250000 Penalty: 4954.008789
	Iteration 8F: 3 clusters Score -2610452 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -2611197.500000 Penalty: 4954.008789
	Iteration 9Q: 3 clusters Score -2611198 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2611821.750000 Penalty: 4954.008789
	Iteration 10Q: 3 clusters Score -2611822 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2612250.500000 Penalty: 4954.008789
	Iteration 11Q: 3 clusters Score -2612250 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2612506.250000 Penalty: 4954.008789
	Iteration 12Q: 3 clusters Score -2612506 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2612709.000000 Penalty: 4954.008789
	Iteration 13Q: 3 clusters Score -2612709 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2612824.250000 Penalty: 4954.008789
	Iteration 14Q: 3 clusters Score -2612824 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2612919.250000 Penalty: 4954.008789
	Iteration 15Q: 3 clusters Score -2612919 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -2612978.750000 Penalty: 4954.008789
	Iteration 16Q: 3 clusters Score -2612979 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2613024.250000 Penalty: 4954.008789
	Iteration 17Q: 3 clusters Score -2613024 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2613049.250000 Penalty: 4954.008789
	Iteration 18Q: 3 clusters Score -2613049 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2613082.000000 Penalty: 4954.008789
	Iteration 19Q: 3 clusters Score -2613082 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -2613106.500000 Penalty: 4954.008789
	Iteration 20F: 3 clusters Score -2613106 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2613124.500000 Penalty: 4954.008789
	Iteration 21Q: 3 clusters Score -2613124 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -2613139.000000 Penalty: 4954.008789
	Iteration 22Q: 3 clusters Score -2613139 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -2613164.250000 Penalty: 4954.008789
	Iteration 23Q: 3 clusters Score -2613164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -2613182.500000 Penalty: 4954.008789
	Iteration 24Q: 3 clusters Score -2613182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -2613194.500000 Penalty: 4954.008789
	Iteration 25Q: 3 clusters Score -2613194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2613199.000000 Penalty: 4954.008789
	Iteration 26Q: 3 clusters Score -2613199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2613205.000000 Penalty: 4954.008789
	Iteration 27Q: 3 clusters Score -2613205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -2613208.000000 Penalty: 4954.008789
	Iteration 28Q: 3 clusters Score -2613208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2613209.000000 Penalty: 4954.008789
	Iteration 29Q: 3 clusters Score -2613209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2613213.750000 Penalty: 4954.008789
	Iteration 30Q: 3 clusters Score -2613214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2613213.000000 Penalty: 4954.008789
	Iteration 31Q: 3 clusters Score -2613213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2613212.250000 Penalty: 4954.008789
	Iteration 32Q: 3 clusters Score -2613212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2613213.000000 Penalty: 4954.008789
	Iteration 33Q: 3 clusters Score -2613213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2613215.500000 Penalty: 4954.008789
	Iteration 34Q: 3 clusters Score -2613216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2613215.250000 Penalty: 4954.008789
	Iteration 35Q: 3 clusters Score -2613215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -2613215.250000 Penalty: 4954.008789
	Iteration 36F: 3 clusters Score -2613215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Entering Unmasked Estep 
Score: -160317.593750 Penalty: 1793.359131
	Iteration 0F: 2 clusters Score -160317.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -158144.156250 Penalty: 3586.718262
	Iteration 0F: 3 clusters Score -158144.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -158598.250000 Penalty: 3586.718262
	Iteration 1F: 3 clusters Score -158598.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -158749.796875 Penalty: 3586.718262
	Iteration 2F: 3 clusters Score -158749.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -158864.421875 Penalty: 3586.718262
	Iteration 3F: 3 clusters Score -158864.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -159033.625000 Penalty: 3586.718262
	Iteration 4Q: 3 clusters Score -159033.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -159255.843750 Penalty: 3586.718262
	Iteration 5F: 3 clusters Score -159255.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -159491.531250 Penalty: 3586.718262
	Iteration 6F: 3 clusters Score -159491.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -159775.328125 Penalty: 3586.718262
	Iteration 7F: 3 clusters Score -159775.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -160086.406250 Penalty: 3586.718262
	Iteration 8F: 3 clusters Score -160086.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -160233.265625 Penalty: 3586.718262
	Iteration 9Q: 3 clusters Score -160233.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -160347.218750 Penalty: 3586.718262
	Iteration 10Q: 3 clusters Score -160347.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -160438.921875 Penalty: 3586.718262
	Iteration 11Q: 3 clusters Score -160438.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -160507.765625 Penalty: 3586.718262
	Iteration 12Q: 3 clusters Score -160507.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -160541.156250 Penalty: 3586.718262
	Iteration 13Q: 3 clusters Score -160541.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -160569.562500 Penalty: 3586.718262
	Iteration 14Q: 3 clusters Score -160569.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -160575.046875 Penalty: 3586.718262
	Iteration 15Q: 3 clusters Score -160575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -160575.046875 Penalty: 3586.718262
	Iteration 16F: 3 clusters Score -160575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 14471 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5135 members 
Mstep: Class 5 contains 57529 members 
Mstep: Class 6 contains 311008 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 17649 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 21762 members 
Mstep: Class 12 contains 454 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172532 members 
Mstep: Class 15 contains 61602 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43957 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33370 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 14202 members 
Mstep: Class 22 contains 2180 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54902 members 
Mstep: Class 25 contains 928 members 
Entering Unmasked Estep 
Score: -104768008.000000 Penalty: 84702.414062
Splitting cluster 12 changes total score from -104769408.000000 to -104768008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (1012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Entering Unmasked Estep 
Score: -117282.976562 Penalty: 1716.081665
	Iteration 0F: 2 clusters Score -117283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -115323.773438 Penalty: 3432.163330
	Iteration 0F: 3 clusters Score -115323.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -115705.710938 Penalty: 3432.163330
	Iteration 1F: 3 clusters Score -115705.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -115888.179688 Penalty: 3432.163330
	Iteration 2F: 3 clusters Score -115888.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -115993.796875 Penalty: 3432.163330
	Iteration 3Q: 3 clusters Score -115993.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -116064.609375 Penalty: 3432.163330
	Iteration 4Q: 3 clusters Score -116064.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -116141.625000 Penalty: 3432.163330
	Iteration 5Q: 3 clusters Score -116141.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -116207.390625 Penalty: 3432.163330
	Iteration 6Q: 3 clusters Score -116207.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -116260.625000 Penalty: 3432.163330
	Iteration 7Q: 3 clusters Score -116260.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -116300.804688 Penalty: 3432.163330
	Iteration 8Q: 3 clusters Score -116300.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -116327.898438 Penalty: 3432.163330
	Iteration 9Q: 3 clusters Score -116327.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -116351.578125 Penalty: 3432.163330
	Iteration 10Q: 3 clusters Score -116351.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -116371.039062 Penalty: 3432.163330
	Iteration 11Q: 3 clusters Score -116371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -116393.031250 Penalty: 3432.163330
	Iteration 12Q: 3 clusters Score -116393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -116408.960938 Penalty: 3432.163330
	Iteration 13Q: 3 clusters Score -116409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -116424.398438 Penalty: 3432.163330
	Iteration 14Q: 3 clusters Score -116424.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -116434.265625 Penalty: 3432.163330
	Iteration 15Q: 3 clusters Score -116434.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -116438.976562 Penalty: 3432.163330
	Iteration 16Q: 3 clusters Score -116439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -116442.562500 Penalty: 3432.163330
	Iteration 17Q: 3 clusters Score -116442.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -116448.546875 Penalty: 3432.163330
	Iteration 18Q: 3 clusters Score -116448.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -116454.007812 Penalty: 3432.163330
	Iteration 19Q: 3 clusters Score -116454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -116465.343750 Penalty: 3432.163330
	Iteration 20F: 3 clusters Score -116465.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -116470.382812 Penalty: 3432.163330
	Iteration 21Q: 3 clusters Score -116470.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -116472.164062 Penalty: 3432.163330
	Iteration 22Q: 3 clusters Score -116472.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -116472.164062 Penalty: 3432.163330
	Iteration 23F: 3 clusters Score -116472.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (172532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172532 members 
Entering Unmasked Estep 
Score: -21473288.000000 Penalty: 2990.467773
	Iteration 0F: 2 clusters Score -2.147329e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86185 members 
Mstep: Class 2 contains 86347 members 
Entering Unmasked Estep 
Score: -21360522.000000 Penalty: 5980.935547
	Iteration 0F: 3 clusters Score -2.136052e+07 nChanged 82434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83847 members 
Mstep: Class 2 contains 88685 members 
Entering Unmasked Estep 
Score: -21409164.000000 Penalty: 5980.935547
	Iteration 1F: 3 clusters Score -2.140916e+07 nChanged 6394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82473 members 
Mstep: Class 2 contains 90059 members 
Entering Unmasked Estep 
Score: -21411344.000000 Penalty: 5980.935547
	Iteration 2Q: 3 clusters Score -2.141134e+07 nChanged 7676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80261 members 
Mstep: Class 2 contains 92271 members 
Entering Unmasked Estep 
Score: -21414750.000000 Penalty: 5980.935547
	Iteration 3Q: 3 clusters Score -2.141475e+07 nChanged 9455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76984 members 
Mstep: Class 2 contains 95548 members 
Entering Unmasked Estep 
Score: -21419974.000000 Penalty: 5980.935547
	Iteration 4F: 3 clusters Score -2.141997e+07 nChanged 11306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72562 members 
Mstep: Class 2 contains 99970 members 
Entering Unmasked Estep 
Score: -21427888.000000 Penalty: 5980.935547
	Iteration 5F: 3 clusters Score -2.142789e+07 nChanged 12713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67241 members 
Mstep: Class 2 contains 105291 members 
Entering Unmasked Estep 
Score: -21438012.000000 Penalty: 5980.935547
	Iteration 6F: 3 clusters Score -2.143801e+07 nChanged 11915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62570 members 
Mstep: Class 2 contains 109962 members 
Entering Unmasked Estep 
Score: -21446974.000000 Penalty: 5980.935547
	Iteration 7F: 3 clusters Score -2.144697e+07 nChanged 9374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59148 members 
Mstep: Class 2 contains 113384 members 
Entering Unmasked Estep 
Score: -21452418.000000 Penalty: 5980.935547
	Iteration 8F: 3 clusters Score -2.145242e+07 nChanged 5960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56748 members 
Mstep: Class 2 contains 115784 members 
Entering Unmasked Estep 
Score: -21454586.000000 Penalty: 5980.935547
	Iteration 9Q: 3 clusters Score -2.145459e+07 nChanged 3554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54616 members 
Mstep: Class 2 contains 117916 members 
Entering Unmasked Estep 
Score: -21455714.000000 Penalty: 5980.935547
	Iteration 10Q: 3 clusters Score -2.145571e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52510 members 
Mstep: Class 2 contains 120022 members 
Entering Unmasked Estep 
Score: -21456444.000000 Penalty: 5980.935547
	Iteration 11Q: 3 clusters Score -2.145644e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50272 members 
Mstep: Class 2 contains 122260 members 
Entering Unmasked Estep 
Score: -21457184.000000 Penalty: 5980.935547
	Iteration 12Q: 3 clusters Score -2.145718e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47976 members 
Mstep: Class 2 contains 124556 members 
Entering Unmasked Estep 
Score: -21458110.000000 Penalty: 5980.935547
	Iteration 13Q: 3 clusters Score -2.145811e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45673 members 
Mstep: Class 2 contains 126859 members 
Entering Unmasked Estep 
Score: -21459050.000000 Penalty: 5980.935547
	Iteration 14Q: 3 clusters Score -2.145905e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 129108 members 
Entering Unmasked Estep 
Score: -21459736.000000 Penalty: 5980.935547
	Iteration 15Q: 3 clusters Score -2.145974e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41261 members 
Mstep: Class 2 contains 131271 members 
Entering Unmasked Estep 
Score: -21460384.000000 Penalty: 5980.935547
	Iteration 16Q: 3 clusters Score -2.146038e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39154 members 
Mstep: Class 2 contains 133378 members 
Entering Unmasked Estep 
Score: -21461050.000000 Penalty: 5980.935547
	Iteration 17Q: 3 clusters Score -2.146105e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 135506 members 
Entering Unmasked Estep 
Score: -21461754.000000 Penalty: 5980.935547
	Iteration 18Q: 3 clusters Score -2.146175e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34937 members 
Mstep: Class 2 contains 137595 members 
Entering Unmasked Estep 
Score: -21462590.000000 Penalty: 5980.935547
	Iteration 19Q: 3 clusters Score -2.146259e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 139618 members 
Entering Unmasked Estep 
Score: -21463460.000000 Penalty: 5980.935547
	Iteration 20F: 3 clusters Score -2.146346e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 141561 members 
Entering Unmasked Estep 
Score: -21464354.000000 Penalty: 5980.935547
	Iteration 21Q: 3 clusters Score -2.146435e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29075 members 
Mstep: Class 2 contains 143457 members 
Entering Unmasked Estep 
Score: -21465344.000000 Penalty: 5980.935547
	Iteration 22Q: 3 clusters Score -2.146534e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 145203 members 
Entering Unmasked Estep 
Score: -21466152.000000 Penalty: 5980.935547
	Iteration 23Q: 3 clusters Score -2.146615e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 146858 members 
Entering Unmasked Estep 
Score: -21467158.000000 Penalty: 5980.935547
	Iteration 24Q: 3 clusters Score -2.146716e+07 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 148328 members 
Entering Unmasked Estep 
Score: -21467790.000000 Penalty: 5980.935547
	Iteration 25Q: 3 clusters Score -2.146779e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Mstep: Class 2 contains 149617 members 
Entering Unmasked Estep 
Score: -21468420.000000 Penalty: 5980.935547
	Iteration 26Q: 3 clusters Score -2.146842e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 150837 members 
Entering Unmasked Estep 
Score: -21468926.000000 Penalty: 5980.935547
	Iteration 27Q: 3 clusters Score -2.146893e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 151979 members 
Entering Unmasked Estep 
Score: -21469328.000000 Penalty: 5980.935547
	Iteration 28Q: 3 clusters Score -2.146933e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 153005 members 
Entering Unmasked Estep 
Score: -21469606.000000 Penalty: 5980.935547
	Iteration 29Q: 3 clusters Score -2.146961e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 153930 members 
Entering Unmasked Estep 
Score: -21469860.000000 Penalty: 5980.935547
	Iteration 30Q: 3 clusters Score -2.146986e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 154742 members 
Entering Unmasked Estep 
Score: -21470004.000000 Penalty: 5980.935547
	Iteration 31Q: 3 clusters Score -2.147e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 155509 members 
Entering Unmasked Estep 
Score: -21470100.000000 Penalty: 5980.935547
	Iteration 32Q: 3 clusters Score -2.14701e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 156187 members 
Entering Unmasked Estep 
Score: -21470206.000000 Penalty: 5980.935547
	Iteration 33Q: 3 clusters Score -2.147021e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 156808 members 
Entering Unmasked Estep 
Score: -21470280.000000 Penalty: 5980.935547
	Iteration 34Q: 3 clusters Score -2.147028e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 157389 members 
Entering Unmasked Estep 
Score: -21470338.000000 Penalty: 5980.935547
	Iteration 35Q: 3 clusters Score -2.147034e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 157971 members 
Entering Unmasked Estep 
Score: -21470388.000000 Penalty: 5980.935547
	Iteration 36Q: 3 clusters Score -2.147039e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 158560 members 
Entering Unmasked Estep 
Score: -21470460.000000 Penalty: 5980.935547
	Iteration 37Q: 3 clusters Score -2.147046e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 159116 members 
Entering Unmasked Estep 
Score: -21470472.000000 Penalty: 5980.935547
	Iteration 38Q: 3 clusters Score -2.147047e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 159646 members 
Entering Unmasked Estep 
Score: -21470496.000000 Penalty: 5980.935547
	Iteration 39Q: 3 clusters Score -2.14705e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12362 members 
Mstep: Class 2 contains 160170 members 
Entering Unmasked Estep 
Score: -21470502.000000 Penalty: 5980.935547
	Iteration 40F: 3 clusters Score -2.14705e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 160699 members 
Entering Unmasked Estep 
Score: -21470512.000000 Penalty: 5980.935547
	Iteration 41Q: 3 clusters Score -2.147051e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 161231 members 
Entering Unmasked Estep 
Score: -21470592.000000 Penalty: 5980.935547
	Iteration 42Q: 3 clusters Score -2.147059e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10768 members 
Mstep: Class 2 contains 161764 members 
Entering Unmasked Estep 
Score: -21470650.000000 Penalty: 5980.935547
	Iteration 43Q: 3 clusters Score -2.147065e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 162228 members 
Entering Unmasked Estep 
Score: -21470746.000000 Penalty: 5980.935547
	Iteration 44Q: 3 clusters Score -2.147075e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 162663 members 
Entering Unmasked Estep 
Score: -21470802.000000 Penalty: 5980.935547
	Iteration 45Q: 3 clusters Score -2.14708e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 163080 members 
Entering Unmasked Estep 
Score: -21470846.000000 Penalty: 5980.935547
	Iteration 46Q: 3 clusters Score -2.147085e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 163485 members 
Entering Unmasked Estep 
Score: -21470962.000000 Penalty: 5980.935547
	Iteration 47Q: 3 clusters Score -2.147096e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 163860 members 
Entering Unmasked Estep 
Score: -21471018.000000 Penalty: 5980.935547
	Iteration 48Q: 3 clusters Score -2.147102e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 164190 members 
Entering Unmasked Estep 
Score: -21471040.000000 Penalty: 5980.935547
	Iteration 49Q: 3 clusters Score -2.147104e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 164507 members 
Entering Unmasked Estep 
Score: -21471110.000000 Penalty: 5980.935547
	Iteration 50Q: 3 clusters Score -2.147111e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 164816 members 
Entering Unmasked Estep 
Score: -21471118.000000 Penalty: 5980.935547
	Iteration 51Q: 3 clusters Score -2.147112e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 165095 members 
Entering Unmasked Estep 
Score: -21471154.000000 Penalty: 5980.935547
	Iteration 52Q: 3 clusters Score -2.147115e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 165367 members 
Entering Unmasked Estep 
Score: -21471172.000000 Penalty: 5980.935547
	Iteration 53Q: 3 clusters Score -2.147117e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 165621 members 
Entering Unmasked Estep 
Score: -21471172.000000 Penalty: 5980.935547
	Iteration 54Q: 3 clusters Score -2.147117e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 165849 members 
Entering Unmasked Estep 
Score: -21471210.000000 Penalty: 5980.935547
	Iteration 55Q: 3 clusters Score -2.147121e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 166070 members 
Entering Unmasked Estep 
Score: -21471198.000000 Penalty: 5980.935547
	Iteration 56Q: 3 clusters Score -2.14712e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 166274 members 
Entering Unmasked Estep 
Score: -21471246.000000 Penalty: 5980.935547
	Iteration 57Q: 3 clusters Score -2.147125e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 166477 members 
Entering Unmasked Estep 
Score: -21471232.000000 Penalty: 5980.935547
	Iteration 58Q: 3 clusters Score -2.147123e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 166676 members 
Entering Unmasked Estep 
Score: -21471264.000000 Penalty: 5980.935547
	Iteration 59Q: 3 clusters Score -2.147126e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 166869 members 
Entering Unmasked Estep 
Score: -21471228.000000 Penalty: 5980.935547
	Iteration 60F: 3 clusters Score -2.147123e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 167032 members 
Entering Unmasked Estep 
Score: -21471272.000000 Penalty: 5980.935547
	Iteration 61Q: 3 clusters Score -2.147127e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 167167 members 
Entering Unmasked Estep 
Score: -21471292.000000 Penalty: 5980.935547
	Iteration 62Q: 3 clusters Score -2.147129e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 167306 members 
Entering Unmasked Estep 
Score: -21471346.000000 Penalty: 5980.935547
	Iteration 63Q: 3 clusters Score -2.147135e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 167427 members 
Entering Unmasked Estep 
Score: -21471366.000000 Penalty: 5980.935547
	Iteration 64Q: 3 clusters Score -2.147137e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 167541 members 
Entering Unmasked Estep 
Score: -21471366.000000 Penalty: 5980.935547
	Iteration 65Q: 3 clusters Score -2.147137e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 167653 members 
Entering Unmasked Estep 
Score: -21471346.000000 Penalty: 5980.935547
	Iteration 66Q: 3 clusters Score -2.147135e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 167773 members 
Entering Unmasked Estep 
Score: -21471374.000000 Penalty: 5980.935547
	Iteration 67Q: 3 clusters Score -2.147137e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 167891 members 
Entering Unmasked Estep 
Score: -21471400.000000 Penalty: 5980.935547
	Iteration 68Q: 3 clusters Score -2.14714e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 167997 members 
Entering Unmasked Estep 
Score: -21471416.000000 Penalty: 5980.935547
	Iteration 69Q: 3 clusters Score -2.147142e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 168093 members 
Entering Unmasked Estep 
Score: -21471438.000000 Penalty: 5980.935547
	Iteration 70Q: 3 clusters Score -2.147144e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 168168 members 
Entering Unmasked Estep 
Score: -21471464.000000 Penalty: 5980.935547
	Iteration 71Q: 3 clusters Score -2.147146e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 168253 members 
Entering Unmasked Estep 
Score: -21471470.000000 Penalty: 5980.935547
	Iteration 72Q: 3 clusters Score -2.147147e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 168324 members 
Entering Unmasked Estep 
Score: -21471474.000000 Penalty: 5980.935547
	Iteration 73Q: 3 clusters Score -2.147147e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 168386 members 
Entering Unmasked Estep 
Score: -21471494.000000 Penalty: 5980.935547
	Iteration 74Q: 3 clusters Score -2.147149e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 168447 members 
Entering Unmasked Estep 
Score: -21471508.000000 Penalty: 5980.935547
	Iteration 75Q: 3 clusters Score -2.147151e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 168510 members 
Entering Unmasked Estep 
Score: -21471482.000000 Penalty: 5980.935547
	Iteration 76Q: 3 clusters Score -2.147148e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 168564 members 
Entering Unmasked Estep 
Score: -21471482.000000 Penalty: 5980.935547
	Iteration 77Q: 3 clusters Score -2.147148e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 168624 members 
Entering Unmasked Estep 
Score: -21471512.000000 Penalty: 5980.935547
	Iteration 78Q: 3 clusters Score -2.147151e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 168674 members 
Entering Unmasked Estep 
Score: -21471500.000000 Penalty: 5980.935547
	Iteration 79Q: 3 clusters Score -2.14715e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 168723 members 
Entering Unmasked Estep 
Score: -21471500.000000 Penalty: 5980.935547
	Iteration 80F: 3 clusters Score -2.14715e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 168761 members 
Entering Unmasked Estep 
Score: -21471520.000000 Penalty: 5980.935547
	Iteration 81Q: 3 clusters Score -2.147152e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 168793 members 
Entering Unmasked Estep 
Score: -21471522.000000 Penalty: 5980.935547
	Iteration 82Q: 3 clusters Score -2.147152e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 168828 members 
Entering Unmasked Estep 
Score: -21471534.000000 Penalty: 5980.935547
	Iteration 83Q: 3 clusters Score -2.147153e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 168873 members 
Entering Unmasked Estep 
Score: -21471550.000000 Penalty: 5980.935547
	Iteration 84Q: 3 clusters Score -2.147155e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 168912 members 
Entering Unmasked Estep 
Score: -21471526.000000 Penalty: 5980.935547
	Iteration 85Q: 3 clusters Score -2.147153e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 168940 members 
Entering Unmasked Estep 
Score: -21471514.000000 Penalty: 5980.935547
	Iteration 86Q: 3 clusters Score -2.147151e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 168959 members 
Entering Unmasked Estep 
Score: -21471518.000000 Penalty: 5980.935547
	Iteration 87Q: 3 clusters Score -2.147152e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 168984 members 
Entering Unmasked Estep 
Score: -21471520.000000 Penalty: 5980.935547
	Iteration 88Q: 3 clusters Score -2.147152e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 169004 members 
Entering Unmasked Estep 
Score: -21471534.000000 Penalty: 5980.935547
	Iteration 89Q: 3 clusters Score -2.147153e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 169022 members 
Entering Unmasked Estep 
Score: -21471540.000000 Penalty: 5980.935547
	Iteration 90Q: 3 clusters Score -2.147154e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 169040 members 
Entering Unmasked Estep 
Score: -21471518.000000 Penalty: 5980.935547
	Iteration 91Q: 3 clusters Score -2.147152e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 169057 members 
Entering Unmasked Estep 
Score: -21471534.000000 Penalty: 5980.935547
	Iteration 92Q: 3 clusters Score -2.147153e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 169060 members 
Entering Unmasked Estep 
Score: -21471536.000000 Penalty: 5980.935547
	Iteration 93Q: 3 clusters Score -2.147154e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 169067 members 
Entering Unmasked Estep 
Score: -21471520.000000 Penalty: 5980.935547
	Iteration 94Q: 3 clusters Score -2.147152e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 169074 members 
Entering Unmasked Estep 
Score: -21471530.000000 Penalty: 5980.935547
	Iteration 95Q: 3 clusters Score -2.147153e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 169085 members 
Entering Unmasked Estep 
Score: -21471538.000000 Penalty: 5980.935547
	Iteration 96Q: 3 clusters Score -2.147154e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 169096 members 
Entering Unmasked Estep 
Score: -21471560.000000 Penalty: 5980.935547
	Iteration 97Q: 3 clusters Score -2.147156e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 169106 members 
Entering Unmasked Estep 
Score: -21471560.000000 Penalty: 5980.935547
	Iteration 98Q: 3 clusters Score -2.147156e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 169118 members 
Entering Unmasked Estep 
Score: -21471548.000000 Penalty: 5980.935547
	Iteration 99Q: 3 clusters Score -2.147155e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 169121 members 
Entering Unmasked Estep 
Score: -21471550.000000 Penalty: 5980.935547
	Iteration 100F: 3 clusters Score -2.147155e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 169127 members 
Entering Unmasked Estep 
Score: -21471546.000000 Penalty: 5980.935547
	Iteration 101Q: 3 clusters Score -2.147155e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 169136 members 
Entering Unmasked Estep 
Score: -21471570.000000 Penalty: 5980.935547
	Iteration 102Q: 3 clusters Score -2.147157e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 169142 members 
Entering Unmasked Estep 
Score: -21471572.000000 Penalty: 5980.935547
	Iteration 103Q: 3 clusters Score -2.147157e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 169149 members 
Entering Unmasked Estep 
Score: -21471564.000000 Penalty: 5980.935547
	Iteration 104Q: 3 clusters Score -2.147156e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 169152 members 
Entering Unmasked Estep 
Score: -21471576.000000 Penalty: 5980.935547
	Iteration 105Q: 3 clusters Score -2.147158e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 169156 members 
Entering Unmasked Estep 
Score: -21471580.000000 Penalty: 5980.935547
	Iteration 106Q: 3 clusters Score -2.147158e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 169160 members 
Entering Unmasked Estep 
Score: -21471582.000000 Penalty: 5980.935547
	Iteration 107Q: 3 clusters Score -2.147158e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 169165 members 
Entering Unmasked Estep 
Score: -21471568.000000 Penalty: 5980.935547
	Iteration 108Q: 3 clusters Score -2.147157e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 169169 members 
Entering Unmasked Estep 
Score: -21471568.000000 Penalty: 5980.935547
	Iteration 109Q: 3 clusters Score -2.147157e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 169172 members 
Entering Unmasked Estep 
Score: -21471564.000000 Penalty: 5980.935547
	Iteration 110Q: 3 clusters Score -2.147156e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 169176 members 
Entering Unmasked Estep 
Score: -21471570.000000 Penalty: 5980.935547
	Iteration 111Q: 3 clusters Score -2.147157e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 169181 members 
Entering Unmasked Estep 
Score: -21471576.000000 Penalty: 5980.935547
	Iteration 112Q: 3 clusters Score -2.147158e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 169188 members 
Entering Unmasked Estep 
Score: -21471576.000000 Penalty: 5980.935547
	Iteration 113Q: 3 clusters Score -2.147158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 169193 members 
Entering Unmasked Estep 
Score: -21471576.000000 Penalty: 5980.935547
	Iteration 114Q: 3 clusters Score -2.147158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 169198 members 
Entering Unmasked Estep 
Score: -21471586.000000 Penalty: 5980.935547
	Iteration 115Q: 3 clusters Score -2.147159e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 169202 members 
Entering Unmasked Estep 
Score: -21471568.000000 Penalty: 5980.935547
	Iteration 116Q: 3 clusters Score -2.147157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 169204 members 
Entering Unmasked Estep 
Score: -21471570.000000 Penalty: 5980.935547
	Iteration 117Q: 3 clusters Score -2.147157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 169206 members 
Entering Unmasked Estep 
Score: -21471570.000000 Penalty: 5980.935547
	Iteration 118Q: 3 clusters Score -2.147157e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 169207 members 
Entering Unmasked Estep 
Score: -21471576.000000 Penalty: 5980.935547
	Iteration 119Q: 3 clusters Score -2.147158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 169208 members 
Entering Unmasked Estep 
Score: -21471572.000000 Penalty: 5980.935547
	Iteration 120F: 3 clusters Score -2.147157e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 169210 members 
Entering Unmasked Estep 
Score: -21471578.000000 Penalty: 5980.935547
	Iteration 121Q: 3 clusters Score -2.147158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 169210 members 
Entering Unmasked Estep 
Score: -21471580.000000 Penalty: 5980.935547
	Iteration 122Q: 3 clusters Score -2.147158e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 169210 members 
Entering Unmasked Estep 
Score: -21471580.000000 Penalty: 5980.935547
	Iteration 123F: 3 clusters Score -2.147158e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (61602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61602 members 
Entering Unmasked Estep 
Score: -7778114.000000 Penalty: 2735.055664
	Iteration 0F: 2 clusters Score -7778114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 30631 members 
Entering Unmasked Estep 
Score: -7736712.000000 Penalty: 5470.111328
	Iteration 0F: 3 clusters Score -7736712 nChanged 28624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32557 members 
Mstep: Class 2 contains 29045 members 
Entering Unmasked Estep 
Score: -7752724.500000 Penalty: 5470.111328
	Iteration 1F: 3 clusters Score -7752724 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33662 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -7753353.500000 Penalty: 5470.111328
	Iteration 2Q: 3 clusters Score -7753354 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 26310 members 
Entering Unmasked Estep 
Score: -7754123.500000 Penalty: 5470.111328
	Iteration 3Q: 3 clusters Score -7754124 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37654 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -7755221.000000 Penalty: 5470.111328
	Iteration 4Q: 3 clusters Score -7755221 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40918 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -7757133.500000 Penalty: 5470.111328
	Iteration 5F: 3 clusters Score -7757134 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45258 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -7760107.000000 Penalty: 5470.111328
	Iteration 6F: 3 clusters Score -7760107 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50468 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -7764671.000000 Penalty: 5470.111328
	Iteration 7F: 3 clusters Score -7764671 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55542 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -7769742.000000 Penalty: 5470.111328
	Iteration 8F: 3 clusters Score -7769742 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59076 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -7773340.500000 Penalty: 5470.111328
	Iteration 9F: 3 clusters Score -7773340 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60632 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -7774925.500000 Penalty: 5470.111328
	Iteration 10Q: 3 clusters Score -7774926 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61150 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -7775463.500000 Penalty: 5470.111328
	Iteration 11Q: 3 clusters Score -7775464 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61287 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -7775636.500000 Penalty: 5470.111328
	Iteration 12Q: 3 clusters Score -7775636 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61318 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -7775686.500000 Penalty: 5470.111328
	Iteration 13Q: 3 clusters Score -7775686 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61343 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7775722.500000 Penalty: 5470.111328
	Iteration 14Q: 3 clusters Score -7775722 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61356 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -7775737.000000 Penalty: 5470.111328
	Iteration 15Q: 3 clusters Score -7775737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61360 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -7775742.500000 Penalty: 5470.111328
	Iteration 16Q: 3 clusters Score -7775742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61360 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -7775742.500000 Penalty: 5470.111328
	Iteration 17Q: 3 clusters Score -7775742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61361 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -7775741.500000 Penalty: 5470.111328
	Iteration 18Q: 3 clusters Score -7775742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61364 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -7775757.500000 Penalty: 5470.111328
	Iteration 19Q: 3 clusters Score -7775758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61363 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -7775757.000000 Penalty: 5470.111328
	Iteration 20F: 3 clusters Score -7775757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61364 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -7775761.000000 Penalty: 5470.111328
	Iteration 21Q: 3 clusters Score -7775761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61365 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -7775762.000000 Penalty: 5470.111328
	Iteration 22Q: 3 clusters Score -7775762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61365 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -7775762.000000 Penalty: 5470.111328
	Iteration 23F: 3 clusters Score -7775762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Entering Unmasked Estep 
Score: -283858.718750 Penalty: 1921.082520
	Iteration 0F: 2 clusters Score -283858.7 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 1180 members 
Entering Unmasked Estep 
Score: -281048.406250 Penalty: 3842.165039
	Iteration 0F: 3 clusters Score -281048.4 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -281557.093750 Penalty: 3842.165039
	Iteration 1F: 3 clusters Score -281557.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -281686.437500 Penalty: 3842.165039
	Iteration 2F: 3 clusters Score -281686.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -281745.375000 Penalty: 3842.165039
	Iteration 3Q: 3 clusters Score -281745.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -281785.906250 Penalty: 3842.165039
	Iteration 4Q: 3 clusters Score -281785.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -281825.906250 Penalty: 3842.165039
	Iteration 5Q: 3 clusters Score -281825.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -281856.625000 Penalty: 3842.165039
	Iteration 6Q: 3 clusters Score -281856.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -281880.906250 Penalty: 3842.165039
	Iteration 7Q: 3 clusters Score -281880.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -281901.312500 Penalty: 3842.165039
	Iteration 8Q: 3 clusters Score -281901.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -281920.093750 Penalty: 3842.165039
	Iteration 9Q: 3 clusters Score -281920.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -281934.625000 Penalty: 3842.165039
	Iteration 10Q: 3 clusters Score -281934.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -281944.312500 Penalty: 3842.165039
	Iteration 11Q: 3 clusters Score -281944.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -281951.062500 Penalty: 3842.165039
	Iteration 12Q: 3 clusters Score -281951.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -281956.625000 Penalty: 3842.165039
	Iteration 13Q: 3 clusters Score -281956.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -281963.000000 Penalty: 3842.165039
	Iteration 14Q: 3 clusters Score -281963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -281970.750000 Penalty: 3842.165039
	Iteration 15Q: 3 clusters Score -281970.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -281976.343750 Penalty: 3842.165039
	Iteration 16Q: 3 clusters Score -281976.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -281985.281250 Penalty: 3842.165039
	Iteration 17Q: 3 clusters Score -281985.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -281989.687500 Penalty: 3842.165039
	Iteration 18Q: 3 clusters Score -281989.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -281990.937500 Penalty: 3842.165039
	Iteration 19Q: 3 clusters Score -281990.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -281991.531250 Penalty: 3842.165039
	Iteration 20F: 3 clusters Score -281991.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -281991.531250 Penalty: 3842.165039
	Iteration 21Q: 3 clusters Score -281991.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -281991.718750 Penalty: 3842.165039
	Iteration 22Q: 3 clusters Score -281991.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -281991.718750 Penalty: 3842.165039
	Iteration 23F: 3 clusters Score -281991.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43957 members 
Entering Unmasked Estep 
Score: -5558599.000000 Penalty: 2651.359863
	Iteration 0F: 2 clusters Score -5558599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -5528978.000000 Penalty: 5302.719727
	Iteration 0F: 3 clusters Score -5528978 nChanged 19998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Mstep: Class 2 contains 22426 members 
Entering Unmasked Estep 
Score: -5539893.000000 Penalty: 5302.719727
	Iteration 1F: 3 clusters Score -5539893 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -5540377.000000 Penalty: 5302.719727
	Iteration 2Q: 3 clusters Score -5540377 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -5540752.000000 Penalty: 5302.719727
	Iteration 3Q: 3 clusters Score -5540752 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20923 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -5541064.500000 Penalty: 5302.719727
	Iteration 4Q: 3 clusters Score -5541064 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -5541301.500000 Penalty: 5302.719727
	Iteration 5Q: 3 clusters Score -5541302 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -5541563.000000 Penalty: 5302.719727
	Iteration 6Q: 3 clusters Score -5541563 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -5541791.000000 Penalty: 5302.719727
	Iteration 7Q: 3 clusters Score -5541791 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -5542109.000000 Penalty: 5302.719727
	Iteration 8Q: 3 clusters Score -5542109 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -5542614.500000 Penalty: 5302.719727
	Iteration 9Q: 3 clusters Score -5542614 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -5543270.000000 Penalty: 5302.719727
	Iteration 10Q: 3 clusters Score -5543270 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 28722 members 
Entering Unmasked Estep 
Score: -5544333.500000 Penalty: 5302.719727
	Iteration 11Q: 3 clusters Score -5544334 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 30866 members 
Entering Unmasked Estep 
Score: -5545948.000000 Penalty: 5302.719727
	Iteration 12F: 3 clusters Score -5545948 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 33208 members 
Entering Unmasked Estep 
Score: -5548146.000000 Penalty: 5302.719727
	Iteration 13F: 3 clusters Score -5548146 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 35259 members 
Entering Unmasked Estep 
Score: -5550303.500000 Penalty: 5302.719727
	Iteration 14F: 3 clusters Score -5550304 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 36754 members 
Entering Unmasked Estep 
Score: -5552067.000000 Penalty: 5302.719727
	Iteration 15Q: 3 clusters Score -5552067 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 37686 members 
Entering Unmasked Estep 
Score: -5553237.000000 Penalty: 5302.719727
	Iteration 16Q: 3 clusters Score -5553237 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 38344 members 
Entering Unmasked Estep 
Score: -5553979.000000 Penalty: 5302.719727
	Iteration 17Q: 3 clusters Score -5553979 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 38771 members 
Entering Unmasked Estep 
Score: -5554436.000000 Penalty: 5302.719727
	Iteration 18Q: 3 clusters Score -5554436 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 39103 members 
Entering Unmasked Estep 
Score: -5554790.000000 Penalty: 5302.719727
	Iteration 19Q: 3 clusters Score -5554790 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 39356 members 
Entering Unmasked Estep 
Score: -5555015.500000 Penalty: 5302.719727
	Iteration 20F: 3 clusters Score -5555016 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 39572 members 
Entering Unmasked Estep 
Score: -5555141.000000 Penalty: 5302.719727
	Iteration 21Q: 3 clusters Score -5555141 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 39758 members 
Entering Unmasked Estep 
Score: -5555283.500000 Penalty: 5302.719727
	Iteration 22Q: 3 clusters Score -5555284 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 39904 members 
Entering Unmasked Estep 
Score: -5555390.500000 Penalty: 5302.719727
	Iteration 23Q: 3 clusters Score -5555390 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 40038 members 
Entering Unmasked Estep 
Score: -5555476.000000 Penalty: 5302.719727
	Iteration 24Q: 3 clusters Score -5555476 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -5555558.500000 Penalty: 5302.719727
	Iteration 25Q: 3 clusters Score -5555558 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 40282 members 
Entering Unmasked Estep 
Score: -5555621.500000 Penalty: 5302.719727
	Iteration 26Q: 3 clusters Score -5555622 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 40408 members 
Entering Unmasked Estep 
Score: -5555687.000000 Penalty: 5302.719727
	Iteration 27Q: 3 clusters Score -5555687 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 40517 members 
Entering Unmasked Estep 
Score: -5555721.000000 Penalty: 5302.719727
	Iteration 28Q: 3 clusters Score -5555721 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 40600 members 
Entering Unmasked Estep 
Score: -5555747.500000 Penalty: 5302.719727
	Iteration 29Q: 3 clusters Score -5555748 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 40666 members 
Entering Unmasked Estep 
Score: -5555762.000000 Penalty: 5302.719727
	Iteration 30Q: 3 clusters Score -5555762 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 40743 members 
Entering Unmasked Estep 
Score: -5555791.500000 Penalty: 5302.719727
	Iteration 31Q: 3 clusters Score -5555792 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 40812 members 
Entering Unmasked Estep 
Score: -5555830.500000 Penalty: 5302.719727
	Iteration 32Q: 3 clusters Score -5555830 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 40873 members 
Entering Unmasked Estep 
Score: -5555847.500000 Penalty: 5302.719727
	Iteration 33Q: 3 clusters Score -5555848 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 40923 members 
Entering Unmasked Estep 
Score: -5555863.500000 Penalty: 5302.719727
	Iteration 34Q: 3 clusters Score -5555864 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
Score: -5555881.000000 Penalty: 5302.719727
	Iteration 35Q: 3 clusters Score -5555881 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 41020 members 
Entering Unmasked Estep 
Score: -5555894.000000 Penalty: 5302.719727
	Iteration 36Q: 3 clusters Score -5555894 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 41059 members 
Entering Unmasked Estep 
Score: -5555899.000000 Penalty: 5302.719727
	Iteration 37Q: 3 clusters Score -5555899 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 41082 members 
Entering Unmasked Estep 
Score: -5555897.500000 Penalty: 5302.719727
	Iteration 38Q: 3 clusters Score -5555898 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 41102 members 
Entering Unmasked Estep 
Score: -5555897.500000 Penalty: 5302.719727
	Iteration 39Q: 3 clusters Score -5555898 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 41125 members 
Entering Unmasked Estep 
Score: -5555909.000000 Penalty: 5302.719727
	Iteration 40F: 3 clusters Score -5555909 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 41153 members 
Entering Unmasked Estep 
Score: -5555913.000000 Penalty: 5302.719727
	Iteration 41Q: 3 clusters Score -5555913 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 41184 members 
Entering Unmasked Estep 
Score: -5555926.000000 Penalty: 5302.719727
	Iteration 42Q: 3 clusters Score -5555926 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 41216 members 
Entering Unmasked Estep 
Score: -5555949.500000 Penalty: 5302.719727
	Iteration 43Q: 3 clusters Score -5555950 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 41243 members 
Entering Unmasked Estep 
Score: -5555955.500000 Penalty: 5302.719727
	Iteration 44Q: 3 clusters Score -5555956 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 41269 members 
Entering Unmasked Estep 
Score: -5555945.500000 Penalty: 5302.719727
	Iteration 45Q: 3 clusters Score -5555946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 41285 members 
Entering Unmasked Estep 
Score: -5555956.000000 Penalty: 5302.719727
	Iteration 46Q: 3 clusters Score -5555956 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 41301 members 
Entering Unmasked Estep 
Score: -5555964.000000 Penalty: 5302.719727
	Iteration 47Q: 3 clusters Score -5555964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 41321 members 
Entering Unmasked Estep 
Score: -5555959.000000 Penalty: 5302.719727
	Iteration 48Q: 3 clusters Score -5555959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 41335 members 
Entering Unmasked Estep 
Score: -5555959.000000 Penalty: 5302.719727
	Iteration 49Q: 3 clusters Score -5555959 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 41345 members 
Entering Unmasked Estep 
Score: -5555964.500000 Penalty: 5302.719727
	Iteration 50Q: 3 clusters Score -5555964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 41361 members 
Entering Unmasked Estep 
Score: -5555967.500000 Penalty: 5302.719727
	Iteration 51Q: 3 clusters Score -5555968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 41376 members 
Entering Unmasked Estep 
Score: -5555977.000000 Penalty: 5302.719727
	Iteration 52Q: 3 clusters Score -5555977 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 41397 members 
Entering Unmasked Estep 
Score: -5555984.000000 Penalty: 5302.719727
	Iteration 53Q: 3 clusters Score -5555984 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 41421 members 
Entering Unmasked Estep 
Score: -5555986.500000 Penalty: 5302.719727
	Iteration 54Q: 3 clusters Score -5555986 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 41443 members 
Entering Unmasked Estep 
Score: -5556000.000000 Penalty: 5302.719727
	Iteration 55Q: 3 clusters Score -5556000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 41460 members 
Entering Unmasked Estep 
Score: -5555997.500000 Penalty: 5302.719727
	Iteration 56Q: 3 clusters Score -5555998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
Score: -5556012.000000 Penalty: 5302.719727
	Iteration 57Q: 3 clusters Score -5556012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 41494 members 
Entering Unmasked Estep 
Score: -5556010.500000 Penalty: 5302.719727
	Iteration 58Q: 3 clusters Score -5556010 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 41511 members 
Entering Unmasked Estep 
Score: -5556004.500000 Penalty: 5302.719727
	Iteration 59Q: 3 clusters Score -5556004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 41521 members 
Entering Unmasked Estep 
Score: -5556001.500000 Penalty: 5302.719727
	Iteration 60F: 3 clusters Score -5556002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 41537 members 
Entering Unmasked Estep 
Score: -5556014.000000 Penalty: 5302.719727
	Iteration 61Q: 3 clusters Score -5556014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -5556015.000000 Penalty: 5302.719727
	Iteration 62Q: 3 clusters Score -5556015 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -5556020.500000 Penalty: 5302.719727
	Iteration 63Q: 3 clusters Score -5556020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 41588 members 
Entering Unmasked Estep 
Score: -5556033.500000 Penalty: 5302.719727
	Iteration 64Q: 3 clusters Score -5556034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 41597 members 
Entering Unmasked Estep 
Score: -5556037.500000 Penalty: 5302.719727
	Iteration 65Q: 3 clusters Score -5556038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 41612 members 
Entering Unmasked Estep 
Score: -5556045.000000 Penalty: 5302.719727
	Iteration 66Q: 3 clusters Score -5556045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 41618 members 
Entering Unmasked Estep 
Score: -5556051.500000 Penalty: 5302.719727
	Iteration 67Q: 3 clusters Score -5556052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 41625 members 
Entering Unmasked Estep 
Score: -5556044.500000 Penalty: 5302.719727
	Iteration 68Q: 3 clusters Score -5556044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 41633 members 
Entering Unmasked Estep 
Score: -5556038.500000 Penalty: 5302.719727
	Iteration 69Q: 3 clusters Score -5556038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 41640 members 
Entering Unmasked Estep 
Score: -5556039.000000 Penalty: 5302.719727
	Iteration 70Q: 3 clusters Score -5556039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -5556037.500000 Penalty: 5302.719727
	Iteration 71Q: 3 clusters Score -5556038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -5556037.500000 Penalty: 5302.719727
	Iteration 72F: 3 clusters Score -5556038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Entering Unmasked Estep 
Score: -657659.625000 Penalty: 2121.990479
	Iteration 0F: 2 clusters Score -657659.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -653016.750000 Penalty: 4243.980957
	Iteration 0F: 3 clusters Score -653016.8 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -654103.500000 Penalty: 4243.980957
	Iteration 1F: 3 clusters Score -654103.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -654288.875000 Penalty: 4243.980957
	Iteration 2F: 3 clusters Score -654288.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -654405.687500 Penalty: 4243.980957
	Iteration 3Q: 3 clusters Score -654405.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -654480.437500 Penalty: 4243.980957
	Iteration 4Q: 3 clusters Score -654480.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -654534.625000 Penalty: 4243.980957
	Iteration 5Q: 3 clusters Score -654534.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -654568.187500 Penalty: 4243.980957
	Iteration 6Q: 3 clusters Score -654568.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -654595.625000 Penalty: 4243.980957
	Iteration 7Q: 3 clusters Score -654595.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -654613.937500 Penalty: 4243.980957
	Iteration 8Q: 3 clusters Score -654613.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -654630.187500 Penalty: 4243.980957
	Iteration 9Q: 3 clusters Score -654630.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -654651.062500 Penalty: 4243.980957
	Iteration 10Q: 3 clusters Score -654651.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -654664.062500 Penalty: 4243.980957
	Iteration 11Q: 3 clusters Score -654664.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -654675.062500 Penalty: 4243.980957
	Iteration 12Q: 3 clusters Score -654675.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -654682.062500 Penalty: 4243.980957
	Iteration 13Q: 3 clusters Score -654682.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -654688.125000 Penalty: 4243.980957
	Iteration 14Q: 3 clusters Score -654688.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -654692.375000 Penalty: 4243.980957
	Iteration 15Q: 3 clusters Score -654692.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -654699.312500 Penalty: 4243.980957
	Iteration 16Q: 3 clusters Score -654699.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -654702.812500 Penalty: 4243.980957
	Iteration 17Q: 3 clusters Score -654702.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -654704.812500 Penalty: 4243.980957
	Iteration 18Q: 3 clusters Score -654704.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -654707.625000 Penalty: 4243.980957
	Iteration 19Q: 3 clusters Score -654707.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -654710.187500 Penalty: 4243.980957
	Iteration 20F: 3 clusters Score -654710.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -654714.000000 Penalty: 4243.980957
	Iteration 21Q: 3 clusters Score -654714 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -654714.062500 Penalty: 4243.980957
	Iteration 22Q: 3 clusters Score -654714.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -654714.437500 Penalty: 4243.980957
	Iteration 23Q: 3 clusters Score -654714.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -654716.500000 Penalty: 4243.980957
	Iteration 24Q: 3 clusters Score -654716.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -654718.000000 Penalty: 4243.980957
	Iteration 25Q: 3 clusters Score -654718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -654721.875000 Penalty: 4243.980957
	Iteration 26Q: 3 clusters Score -654721.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -654727.625000 Penalty: 4243.980957
	Iteration 27Q: 3 clusters Score -654727.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -654729.812500 Penalty: 4243.980957
	Iteration 28Q: 3 clusters Score -654729.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -654733.750000 Penalty: 4243.980957
	Iteration 29Q: 3 clusters Score -654733.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -654734.250000 Penalty: 4243.980957
	Iteration 30Q: 3 clusters Score -654734.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -654733.937500 Penalty: 4243.980957
	Iteration 31Q: 3 clusters Score -654733.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -654734.937500 Penalty: 4243.980957
	Iteration 32Q: 3 clusters Score -654734.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -654734.750000 Penalty: 4243.980957
	Iteration 33Q: 3 clusters Score -654734.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -654736.437500 Penalty: 4243.980957
	Iteration 34Q: 3 clusters Score -654736.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -654738.750000 Penalty: 4243.980957
	Iteration 35Q: 3 clusters Score -654738.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -654739.062500 Penalty: 4243.980957
	Iteration 36Q: 3 clusters Score -654739.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -654742.937500 Penalty: 4243.980957
	Iteration 37Q: 3 clusters Score -654742.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -654745.000000 Penalty: 4243.980957
	Iteration 38Q: 3 clusters Score -654745 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -654746.375000 Penalty: 4243.980957
	Iteration 39Q: 3 clusters Score -654746.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -654746.750000 Penalty: 4243.980957
	Iteration 40F: 3 clusters Score -654746.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -654747.562500 Penalty: 4243.980957
	Iteration 41Q: 3 clusters Score -654747.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -654747.562500 Penalty: 4243.980957
	Iteration 42F: 3 clusters Score -654747.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (33370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33370 members 
Entering Unmasked Estep 
Score: -4187590.250000 Penalty: 2583.022461
	Iteration 0F: 2 clusters Score -4187590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -4164699.500000 Penalty: 5166.044922
	Iteration 0F: 3 clusters Score -4164700 nChanged 15148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -4173001.750000 Penalty: 5166.044922
	Iteration 1F: 3 clusters Score -4173002 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 17285 members 
Entering Unmasked Estep 
Score: -4173426.250000 Penalty: 5166.044922
	Iteration 2Q: 3 clusters Score -4173426 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -4173812.000000 Penalty: 5166.044922
	Iteration 3Q: 3 clusters Score -4173812 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -4174193.250000 Penalty: 5166.044922
	Iteration 4Q: 3 clusters Score -4174193 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -4174600.000000 Penalty: 5166.044922
	Iteration 5Q: 3 clusters Score -4174600 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -4175112.750000 Penalty: 5166.044922
	Iteration 6Q: 3 clusters Score -4175113 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -4175742.750000 Penalty: 5166.044922
	Iteration 7Q: 3 clusters Score -4175743 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -4176557.250000 Penalty: 5166.044922
	Iteration 8Q: 3 clusters Score -4176557 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -4177639.250000 Penalty: 5166.044922
	Iteration 9F: 3 clusters Score -4177639 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -4178963.250000 Penalty: 5166.044922
	Iteration 10F: 3 clusters Score -4178963 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -4180297.250000 Penalty: 5166.044922
	Iteration 11F: 3 clusters Score -4180297 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -4181550.250000 Penalty: 5166.044922
	Iteration 12Q: 3 clusters Score -4181550 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -4182536.250000 Penalty: 5166.044922
	Iteration 13Q: 3 clusters Score -4182536 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 27894 members 
Entering Unmasked Estep 
Score: -4183246.000000 Penalty: 5166.044922
	Iteration 14Q: 3 clusters Score -4183246 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -4183754.000000 Penalty: 5166.044922
	Iteration 15Q: 3 clusters Score -4183754 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
Score: -4184085.500000 Penalty: 5166.044922
	Iteration 16Q: 3 clusters Score -4184086 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -4184291.500000 Penalty: 5166.044922
	Iteration 17Q: 3 clusters Score -4184292 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -4184428.250000 Penalty: 5166.044922
	Iteration 18Q: 3 clusters Score -4184428 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 29822 members 
Entering Unmasked Estep 
Score: -4184533.250000 Penalty: 5166.044922
	Iteration 19Q: 3 clusters Score -4184533 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 30046 members 
Entering Unmasked Estep 
Score: -4184618.500000 Penalty: 5166.044922
	Iteration 20F: 3 clusters Score -4184618 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
Score: -4184727.250000 Penalty: 5166.044922
	Iteration 21Q: 3 clusters Score -4184727 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -4184766.750000 Penalty: 5166.044922
	Iteration 22Q: 3 clusters Score -4184767 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 30551 members 
Entering Unmasked Estep 
Score: -4184821.500000 Penalty: 5166.044922
	Iteration 23Q: 3 clusters Score -4184822 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 30700 members 
Entering Unmasked Estep 
Score: -4184867.500000 Penalty: 5166.044922
	Iteration 24Q: 3 clusters Score -4184868 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 30827 members 
Entering Unmasked Estep 
Score: -4184917.750000 Penalty: 5166.044922
	Iteration 25Q: 3 clusters Score -4184918 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 30945 members 
Entering Unmasked Estep 
Score: -4184962.250000 Penalty: 5166.044922
	Iteration 26Q: 3 clusters Score -4184962 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -4184992.000000 Penalty: 5166.044922
	Iteration 27Q: 3 clusters Score -4184992 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 31155 members 
Entering Unmasked Estep 
Score: -4185046.500000 Penalty: 5166.044922
	Iteration 28Q: 3 clusters Score -4185046 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 31255 members 
Entering Unmasked Estep 
Score: -4185078.250000 Penalty: 5166.044922
	Iteration 29Q: 3 clusters Score -4185078 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 31347 members 
Entering Unmasked Estep 
Score: -4185106.500000 Penalty: 5166.044922
	Iteration 30Q: 3 clusters Score -4185106 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 31449 members 
Entering Unmasked Estep 
Score: -4185137.750000 Penalty: 5166.044922
	Iteration 31Q: 3 clusters Score -4185138 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -4185173.250000 Penalty: 5166.044922
	Iteration 32Q: 3 clusters Score -4185173 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 31640 members 
Entering Unmasked Estep 
Score: -4185200.750000 Penalty: 5166.044922
	Iteration 33Q: 3 clusters Score -4185201 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -4185230.500000 Penalty: 5166.044922
	Iteration 34Q: 3 clusters Score -4185230 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -4185251.750000 Penalty: 5166.044922
	Iteration 35Q: 3 clusters Score -4185252 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 31850 members 
Entering Unmasked Estep 
Score: -4185281.500000 Penalty: 5166.044922
	Iteration 36Q: 3 clusters Score -4185282 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 31917 members 
Entering Unmasked Estep 
Score: -4185306.500000 Penalty: 5166.044922
	Iteration 37Q: 3 clusters Score -4185306 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 31973 members 
Entering Unmasked Estep 
Score: -4185338.750000 Penalty: 5166.044922
	Iteration 38Q: 3 clusters Score -4185339 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 32016 members 
Entering Unmasked Estep 
Score: -4185359.750000 Penalty: 5166.044922
	Iteration 39Q: 3 clusters Score -4185360 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 32062 members 
Entering Unmasked Estep 
Score: -4185364.750000 Penalty: 5166.044922
	Iteration 40F: 3 clusters Score -4185365 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 32095 members 
Entering Unmasked Estep 
Score: -4185386.250000 Penalty: 5166.044922
	Iteration 41Q: 3 clusters Score -4185386 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 32122 members 
Entering Unmasked Estep 
Score: -4185386.250000 Penalty: 5166.044922
	Iteration 42Q: 3 clusters Score -4185386 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 32149 members 
Entering Unmasked Estep 
Score: -4185396.250000 Penalty: 5166.044922
	Iteration 43Q: 3 clusters Score -4185396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -4185416.000000 Penalty: 5166.044922
	Iteration 44Q: 3 clusters Score -4185416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 32183 members 
Entering Unmasked Estep 
Score: -4185416.500000 Penalty: 5166.044922
	Iteration 45Q: 3 clusters Score -4185416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -4185420.000000 Penalty: 5166.044922
	Iteration 46Q: 3 clusters Score -4185420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 32203 members 
Entering Unmasked Estep 
Score: -4185420.250000 Penalty: 5166.044922
	Iteration 47Q: 3 clusters Score -4185420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -4185420.250000 Penalty: 5166.044922
	Iteration 48Q: 3 clusters Score -4185420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 32218 members 
Entering Unmasked Estep 
Score: -4185426.500000 Penalty: 5166.044922
	Iteration 49Q: 3 clusters Score -4185426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 32226 members 
Entering Unmasked Estep 
Score: -4185426.250000 Penalty: 5166.044922
	Iteration 50Q: 3 clusters Score -4185426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 32236 members 
Entering Unmasked Estep 
Score: -4185426.250000 Penalty: 5166.044922
	Iteration 51Q: 3 clusters Score -4185426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -4185434.250000 Penalty: 5166.044922
	Iteration 52Q: 3 clusters Score -4185434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 32251 members 
Entering Unmasked Estep 
Score: -4185435.750000 Penalty: 5166.044922
	Iteration 53Q: 3 clusters Score -4185436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -4185434.000000 Penalty: 5166.044922
	Iteration 54Q: 3 clusters Score -4185434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 32261 members 
Entering Unmasked Estep 
Score: -4185431.250000 Penalty: 5166.044922
	Iteration 55Q: 3 clusters Score -4185431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -4185434.000000 Penalty: 5166.044922
	Iteration 56Q: 3 clusters Score -4185434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 32275 members 
Entering Unmasked Estep 
Score: -4185433.250000 Penalty: 5166.044922
	Iteration 57Q: 3 clusters Score -4185433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 32280 members 
Entering Unmasked Estep 
Score: -4185436.500000 Penalty: 5166.044922
	Iteration 58Q: 3 clusters Score -4185436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -4185438.000000 Penalty: 5166.044922
	Iteration 59Q: 3 clusters Score -4185438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 32285 members 
Entering Unmasked Estep 
Score: -4185437.500000 Penalty: 5166.044922
	Iteration 60F: 3 clusters Score -4185438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 32286 members 
Entering Unmasked Estep 
Score: -4185439.250000 Penalty: 5166.044922
	Iteration 61Q: 3 clusters Score -4185439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 32287 members 
Entering Unmasked Estep 
Score: -4185440.500000 Penalty: 5166.044922
	Iteration 62Q: 3 clusters Score -4185440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -4185439.000000 Penalty: 5166.044922
	Iteration 63Q: 3 clusters Score -4185439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 32295 members 
Entering Unmasked Estep 
Score: -4185439.500000 Penalty: 5166.044922
	Iteration 64Q: 3 clusters Score -4185440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 32298 members 
Entering Unmasked Estep 
Score: -4185445.500000 Penalty: 5166.044922
	Iteration 65Q: 3 clusters Score -4185446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 32300 members 
Entering Unmasked Estep 
Score: -4185443.500000 Penalty: 5166.044922
	Iteration 66Q: 3 clusters Score -4185444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 32302 members 
Entering Unmasked Estep 
Score: -4185441.500000 Penalty: 5166.044922
	Iteration 67Q: 3 clusters Score -4185442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 32304 members 
Entering Unmasked Estep 
Score: -4185444.000000 Penalty: 5166.044922
	Iteration 68Q: 3 clusters Score -4185444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
Score: -4185441.750000 Penalty: 5166.044922
	Iteration 69Q: 3 clusters Score -4185442 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 32305 members 
Entering Unmasked Estep 
Score: -4185441.750000 Penalty: 5166.044922
	Iteration 70F: 3 clusters Score -4185442 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Entering Unmasked Estep 
Score: -292633.312500 Penalty: 1931.784668
	Iteration 0F: 2 clusters Score -292633.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -289699.093750 Penalty: 3863.569336
	Iteration 0F: 3 clusters Score -289699.1 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -290288.312500 Penalty: 3863.569336
	Iteration 1F: 3 clusters Score -290288.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -290471.468750 Penalty: 3863.569336
	Iteration 2F: 3 clusters Score -290471.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -290566.531250 Penalty: 3863.569336
	Iteration 3F: 3 clusters Score -290566.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -290627.687500 Penalty: 3863.569336
	Iteration 4Q: 3 clusters Score -290627.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -290667.656250 Penalty: 3863.569336
	Iteration 5Q: 3 clusters Score -290667.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -290707.312500 Penalty: 3863.569336
	Iteration 6Q: 3 clusters Score -290707.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -290738.187500 Penalty: 3863.569336
	Iteration 7Q: 3 clusters Score -290738.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -290767.281250 Penalty: 3863.569336
	Iteration 8Q: 3 clusters Score -290767.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -290788.656250 Penalty: 3863.569336
	Iteration 9Q: 3 clusters Score -290788.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -290802.812500 Penalty: 3863.569336
	Iteration 10Q: 3 clusters Score -290802.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -290823.750000 Penalty: 3863.569336
	Iteration 11Q: 3 clusters Score -290823.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -290848.750000 Penalty: 3863.569336
	Iteration 12Q: 3 clusters Score -290848.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -290870.781250 Penalty: 3863.569336
	Iteration 13Q: 3 clusters Score -290870.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -290888.343750 Penalty: 3863.569336
	Iteration 14Q: 3 clusters Score -290888.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -290914.750000 Penalty: 3863.569336
	Iteration 15Q: 3 clusters Score -290914.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -290953.562500 Penalty: 3863.569336
	Iteration 16Q: 3 clusters Score -290953.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -290996.406250 Penalty: 3863.569336
	Iteration 17Q: 3 clusters Score -290996.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -291044.250000 Penalty: 3863.569336
	Iteration 18Q: 3 clusters Score -291044.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -291088.562500 Penalty: 3863.569336
	Iteration 19Q: 3 clusters Score -291088.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -291133.218750 Penalty: 3863.569336
	Iteration 20F: 3 clusters Score -291133.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -291183.875000 Penalty: 3863.569336
	Iteration 21Q: 3 clusters Score -291183.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -291241.000000 Penalty: 3863.569336
	Iteration 22Q: 3 clusters Score -291241 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -291293.437500 Penalty: 3863.569336
	Iteration 23Q: 3 clusters Score -291293.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -291338.093750 Penalty: 3863.569336
	Iteration 24Q: 3 clusters Score -291338.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -291367.812500 Penalty: 3863.569336
	Iteration 25Q: 3 clusters Score -291367.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -291395.750000 Penalty: 3863.569336
	Iteration 26Q: 3 clusters Score -291395.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -291417.312500 Penalty: 3863.569336
	Iteration 27Q: 3 clusters Score -291417.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -291433.875000 Penalty: 3863.569336
	Iteration 28Q: 3 clusters Score -291433.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -291449.000000 Penalty: 3863.569336
	Iteration 29Q: 3 clusters Score -291449 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -291462.156250 Penalty: 3863.569336
	Iteration 30Q: 3 clusters Score -291462.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -291470.312500 Penalty: 3863.569336
	Iteration 31Q: 3 clusters Score -291470.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -291479.125000 Penalty: 3863.569336
	Iteration 32Q: 3 clusters Score -291479.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -291483.937500 Penalty: 3863.569336
	Iteration 33Q: 3 clusters Score -291483.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -291489.281250 Penalty: 3863.569336
	Iteration 34Q: 3 clusters Score -291489.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -291493.218750 Penalty: 3863.569336
	Iteration 35Q: 3 clusters Score -291493.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -291496.750000 Penalty: 3863.569336
	Iteration 36Q: 3 clusters Score -291496.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -291499.187500 Penalty: 3863.569336
	Iteration 37Q: 3 clusters Score -291499.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -291503.156250 Penalty: 3863.569336
	Iteration 38Q: 3 clusters Score -291503.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -291506.718750 Penalty: 3863.569336
	Iteration 39Q: 3 clusters Score -291506.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -291517.375000 Penalty: 3863.569336
	Iteration 40F: 3 clusters Score -291517.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -291526.343750 Penalty: 3863.569336
	Iteration 41Q: 3 clusters Score -291526.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -291529.750000 Penalty: 3863.569336
	Iteration 42Q: 3 clusters Score -291529.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -291532.250000 Penalty: 3863.569336
	Iteration 43Q: 3 clusters Score -291532.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -291535.187500 Penalty: 3863.569336
	Iteration 44Q: 3 clusters Score -291535.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -291539.187500 Penalty: 3863.569336
	Iteration 45Q: 3 clusters Score -291539.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -291541.406250 Penalty: 3863.569336
	Iteration 46Q: 3 clusters Score -291541.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -291543.812500 Penalty: 3863.569336
	Iteration 47Q: 3 clusters Score -291543.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -291545.718750 Penalty: 3863.569336
	Iteration 48Q: 3 clusters Score -291545.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -291549.687500 Penalty: 3863.569336
	Iteration 49Q: 3 clusters Score -291549.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -291554.468750 Penalty: 3863.569336
	Iteration 50Q: 3 clusters Score -291554.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -291562.156250 Penalty: 3863.569336
	Iteration 51Q: 3 clusters Score -291562.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -291564.593750 Penalty: 3863.569336
	Iteration 52Q: 3 clusters Score -291564.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -291567.343750 Penalty: 3863.569336
	Iteration 53Q: 3 clusters Score -291567.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -291570.843750 Penalty: 3863.569336
	Iteration 54Q: 3 clusters Score -291570.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -291574.031250 Penalty: 3863.569336
	Iteration 55Q: 3 clusters Score -291574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -291575.406250 Penalty: 3863.569336
	Iteration 56Q: 3 clusters Score -291575.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -291578.062500 Penalty: 3863.569336
	Iteration 57Q: 3 clusters Score -291578.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -291579.437500 Penalty: 3863.569336
	Iteration 58Q: 3 clusters Score -291579.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -291583.000000 Penalty: 3863.569336
	Iteration 59Q: 3 clusters Score -291583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -291584.687500 Penalty: 3863.569336
	Iteration 60F: 3 clusters Score -291584.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -291588.718750 Penalty: 3863.569336
	Iteration 61Q: 3 clusters Score -291588.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -291593.031250 Penalty: 3863.569336
	Iteration 62Q: 3 clusters Score -291593 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -291595.437500 Penalty: 3863.569336
	Iteration 63Q: 3 clusters Score -291595.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -291599.750000 Penalty: 3863.569336
	Iteration 64Q: 3 clusters Score -291599.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -291603.750000 Penalty: 3863.569336
	Iteration 65Q: 3 clusters Score -291603.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -291606.375000 Penalty: 3863.569336
	Iteration 66Q: 3 clusters Score -291606.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -291609.375000 Penalty: 3863.569336
	Iteration 67Q: 3 clusters Score -291609.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -291610.093750 Penalty: 3863.569336
	Iteration 68Q: 3 clusters Score -291610.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -291614.968750 Penalty: 3863.569336
	Iteration 69Q: 3 clusters Score -291615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -291618.468750 Penalty: 3863.569336
	Iteration 70Q: 3 clusters Score -291618.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -291626.937500 Penalty: 3863.569336
	Iteration 71Q: 3 clusters Score -291626.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -291641.281250 Penalty: 3863.569336
	Iteration 72Q: 3 clusters Score -291641.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -291655.250000 Penalty: 3863.569336
	Iteration 73Q: 3 clusters Score -291655.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -291681.781250 Penalty: 3863.569336
	Iteration 74Q: 3 clusters Score -291681.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -291709.968750 Penalty: 3863.569336
	Iteration 75Q: 3 clusters Score -291710 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -291739.031250 Penalty: 3863.569336
	Iteration 76Q: 3 clusters Score -291739 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -291760.562500 Penalty: 3863.569336
	Iteration 77Q: 3 clusters Score -291760.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -291774.031250 Penalty: 3863.569336
	Iteration 78Q: 3 clusters Score -291774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -291786.593750 Penalty: 3863.569336
	Iteration 79Q: 3 clusters Score -291786.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -291795.062500 Penalty: 3863.569336
	Iteration 80F: 3 clusters Score -291795.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -291805.156250 Penalty: 3863.569336
	Iteration 81Q: 3 clusters Score -291805.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -291809.937500 Penalty: 3863.569336
	Iteration 82Q: 3 clusters Score -291809.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -291813.968750 Penalty: 3863.569336
	Iteration 83Q: 3 clusters Score -291814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -291815.343750 Penalty: 3863.569336
	Iteration 84Q: 3 clusters Score -291815.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -291816.906250 Penalty: 3863.569336
	Iteration 85Q: 3 clusters Score -291816.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -291816.781250 Penalty: 3863.569336
	Iteration 86Q: 3 clusters Score -291816.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -291816.781250 Penalty: 3863.569336
	Iteration 87F: 3 clusters Score -291816.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Entering Unmasked Estep 
Score: -1768387.625000 Penalty: 2371.162354
	Iteration 0F: 2 clusters Score -1768388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1758008.125000 Penalty: 4742.324707
	Iteration 0F: 3 clusters Score -1758008 nChanged 6054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1761209.625000 Penalty: 4742.324707
	Iteration 1F: 3 clusters Score -1761210 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1761526.250000 Penalty: 4742.324707
	Iteration 2F: 3 clusters Score -1761526 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1761769.625000 Penalty: 4742.324707
	Iteration 3Q: 3 clusters Score -1761770 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1762000.000000 Penalty: 4742.324707
	Iteration 4Q: 3 clusters Score -1762000 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1762207.125000 Penalty: 4742.324707
	Iteration 5Q: 3 clusters Score -1762207 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1762408.125000 Penalty: 4742.324707
	Iteration 6Q: 3 clusters Score -1762408 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1762617.875000 Penalty: 4742.324707
	Iteration 7Q: 3 clusters Score -1762618 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1762810.625000 Penalty: 4742.324707
	Iteration 8Q: 3 clusters Score -1762811 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1763012.500000 Penalty: 4742.324707
	Iteration 9Q: 3 clusters Score -1763012 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1763194.750000 Penalty: 4742.324707
	Iteration 10Q: 3 clusters Score -1763195 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1763388.625000 Penalty: 4742.324707
	Iteration 11Q: 3 clusters Score -1763389 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1763566.875000 Penalty: 4742.324707
	Iteration 12Q: 3 clusters Score -1763567 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1763750.000000 Penalty: 4742.324707
	Iteration 13Q: 3 clusters Score -1763750 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1763974.000000 Penalty: 4742.324707
	Iteration 14Q: 3 clusters Score -1763974 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1764216.000000 Penalty: 4742.324707
	Iteration 15Q: 3 clusters Score -1764216 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1764497.750000 Penalty: 4742.324707
	Iteration 16Q: 3 clusters Score -1764498 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1764802.000000 Penalty: 4742.324707
	Iteration 17Q: 3 clusters Score -1764802 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1765104.625000 Penalty: 4742.324707
	Iteration 18Q: 3 clusters Score -1765105 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1765409.500000 Penalty: 4742.324707
	Iteration 19Q: 3 clusters Score -1765410 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1765672.750000 Penalty: 4742.324707
	Iteration 20F: 3 clusters Score -1765673 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1765922.250000 Penalty: 4742.324707
	Iteration 21Q: 3 clusters Score -1765922 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1766141.375000 Penalty: 4742.324707
	Iteration 22Q: 3 clusters Score -1766141 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1766333.500000 Penalty: 4742.324707
	Iteration 23Q: 3 clusters Score -1766334 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1766474.625000 Penalty: 4742.324707
	Iteration 24Q: 3 clusters Score -1766475 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1766593.875000 Penalty: 4742.324707
	Iteration 25Q: 3 clusters Score -1766594 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1766696.875000 Penalty: 4742.324707
	Iteration 26Q: 3 clusters Score -1766697 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1766812.000000 Penalty: 4742.324707
	Iteration 27Q: 3 clusters Score -1766812 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1766902.000000 Penalty: 4742.324707
	Iteration 28Q: 3 clusters Score -1766902 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1766975.625000 Penalty: 4742.324707
	Iteration 29Q: 3 clusters Score -1766976 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1767067.625000 Penalty: 4742.324707
	Iteration 30Q: 3 clusters Score -1767068 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1767130.875000 Penalty: 4742.324707
	Iteration 31Q: 3 clusters Score -1767131 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1767178.250000 Penalty: 4742.324707
	Iteration 32Q: 3 clusters Score -1767178 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1767214.750000 Penalty: 4742.324707
	Iteration 33Q: 3 clusters Score -1767215 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1767247.750000 Penalty: 4742.324707
	Iteration 34Q: 3 clusters Score -1767248 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1767279.875000 Penalty: 4742.324707
	Iteration 35Q: 3 clusters Score -1767280 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1767298.750000 Penalty: 4742.324707
	Iteration 36Q: 3 clusters Score -1767299 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1767321.125000 Penalty: 4742.324707
	Iteration 37Q: 3 clusters Score -1767321 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1767339.625000 Penalty: 4742.324707
	Iteration 38Q: 3 clusters Score -1767340 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1767355.000000 Penalty: 4742.324707
	Iteration 39Q: 3 clusters Score -1767355 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1767373.500000 Penalty: 4742.324707
	Iteration 40F: 3 clusters Score -1767374 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1767386.125000 Penalty: 4742.324707
	Iteration 41Q: 3 clusters Score -1767386 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1767391.625000 Penalty: 4742.324707
	Iteration 42Q: 3 clusters Score -1767392 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1767400.000000 Penalty: 4742.324707
	Iteration 43Q: 3 clusters Score -1767400 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1767405.125000 Penalty: 4742.324707
	Iteration 44Q: 3 clusters Score -1767405 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1767412.875000 Penalty: 4742.324707
	Iteration 45Q: 3 clusters Score -1767413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -1767412.000000 Penalty: 4742.324707
	Iteration 46Q: 3 clusters Score -1767412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1767413.250000 Penalty: 4742.324707
	Iteration 47Q: 3 clusters Score -1767413 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1767418.000000 Penalty: 4742.324707
	Iteration 48Q: 3 clusters Score -1767418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -1767416.000000 Penalty: 4742.324707
	Iteration 49Q: 3 clusters Score -1767416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1767415.500000 Penalty: 4742.324707
	Iteration 50Q: 3 clusters Score -1767416 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1767415.875000 Penalty: 4742.324707
	Iteration 51Q: 3 clusters Score -1767416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1767425.000000 Penalty: 4742.324707
	Iteration 52Q: 3 clusters Score -1767425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -1767422.500000 Penalty: 4742.324707
	Iteration 53Q: 3 clusters Score -1767422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1767425.000000 Penalty: 4742.324707
	Iteration 54Q: 3 clusters Score -1767425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1767426.750000 Penalty: 4742.324707
	Iteration 55Q: 3 clusters Score -1767427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1767425.625000 Penalty: 4742.324707
	Iteration 56Q: 3 clusters Score -1767426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -1767420.750000 Penalty: 4742.324707
	Iteration 57Q: 3 clusters Score -1767421 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1767422.500000 Penalty: 4742.324707
	Iteration 58Q: 3 clusters Score -1767422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1767423.750000 Penalty: 4742.324707
	Iteration 59Q: 3 clusters Score -1767424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1767422.125000 Penalty: 4742.324707
	Iteration 60F: 3 clusters Score -1767422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Entering Unmasked Estep 
Score: -261781.703125 Penalty: 1906.395996
	Iteration 0F: 2 clusters Score -261781.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -259068.031250 Penalty: 3812.791992
	Iteration 0F: 3 clusters Score -259068 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -259567.875000 Penalty: 3812.791992
	Iteration 1F: 3 clusters Score -259567.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -259684.500000 Penalty: 3812.791992
	Iteration 2F: 3 clusters Score -259684.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -259744.000000 Penalty: 3812.791992
	Iteration 3Q: 3 clusters Score -259744 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -259796.906250 Penalty: 3812.791992
	Iteration 4Q: 3 clusters Score -259796.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -259828.000000 Penalty: 3812.791992
	Iteration 5Q: 3 clusters Score -259828 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -259850.609375 Penalty: 3812.791992
	Iteration 6Q: 3 clusters Score -259850.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -259869.328125 Penalty: 3812.791992
	Iteration 7Q: 3 clusters Score -259869.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -259881.968750 Penalty: 3812.791992
	Iteration 8Q: 3 clusters Score -259882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -259895.343750 Penalty: 3812.791992
	Iteration 9Q: 3 clusters Score -259895.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -259905.062500 Penalty: 3812.791992
	Iteration 10Q: 3 clusters Score -259905.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -259914.265625 Penalty: 3812.791992
	Iteration 11Q: 3 clusters Score -259914.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -259919.171875 Penalty: 3812.791992
	Iteration 12Q: 3 clusters Score -259919.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -259924.750000 Penalty: 3812.791992
	Iteration 13Q: 3 clusters Score -259924.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -259929.437500 Penalty: 3812.791992
	Iteration 14Q: 3 clusters Score -259929.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -259931.859375 Penalty: 3812.791992
	Iteration 15Q: 3 clusters Score -259931.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -259933.687500 Penalty: 3812.791992
	Iteration 16Q: 3 clusters Score -259933.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -259936.437500 Penalty: 3812.791992
	Iteration 17Q: 3 clusters Score -259936.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -259937.718750 Penalty: 3812.791992
	Iteration 18Q: 3 clusters Score -259937.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -259940.031250 Penalty: 3812.791992
	Iteration 19Q: 3 clusters Score -259940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -259940.609375 Penalty: 3812.791992
	Iteration 20F: 3 clusters Score -259940.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -259941.625000 Penalty: 3812.791992
	Iteration 21Q: 3 clusters Score -259941.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -259943.406250 Penalty: 3812.791992
	Iteration 22Q: 3 clusters Score -259943.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -259945.453125 Penalty: 3812.791992
	Iteration 23Q: 3 clusters Score -259945.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -259947.093750 Penalty: 3812.791992
	Iteration 24Q: 3 clusters Score -259947.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -259948.234375 Penalty: 3812.791992
	Iteration 25Q: 3 clusters Score -259948.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -259948.234375 Penalty: 3812.791992
	Iteration 26F: 3 clusters Score -259948.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Entering Unmasked Estep 
Score: -243531.625000 Penalty: 1910.681519
	Iteration 0F: 2 clusters Score -243531.6 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 1092 members 
Entering Unmasked Estep 
Score: -240872.437500 Penalty: 3821.363037
	Iteration 0F: 3 clusters Score -240872.4 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -241515.890625 Penalty: 3821.363037
	Iteration 1F: 3 clusters Score -241515.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -241753.625000 Penalty: 3821.363037
	Iteration 2F: 3 clusters Score -241753.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -241905.687500 Penalty: 3821.363037
	Iteration 3F: 3 clusters Score -241905.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -242029.906250 Penalty: 3821.363037
	Iteration 4Q: 3 clusters Score -242029.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -242135.015625 Penalty: 3821.363037
	Iteration 5Q: 3 clusters Score -242135 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -242249.437500 Penalty: 3821.363037
	Iteration 6Q: 3 clusters Score -242249.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -242353.000000 Penalty: 3821.363037
	Iteration 7Q: 3 clusters Score -242353 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -242450.046875 Penalty: 3821.363037
	Iteration 8Q: 3 clusters Score -242450 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -242548.265625 Penalty: 3821.363037
	Iteration 9Q: 3 clusters Score -242548.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -242607.687500 Penalty: 3821.363037
	Iteration 10Q: 3 clusters Score -242607.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -242670.046875 Penalty: 3821.363037
	Iteration 11Q: 3 clusters Score -242670 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -242775.125000 Penalty: 3821.363037
	Iteration 12Q: 3 clusters Score -242775.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -242896.843750 Penalty: 3821.363037
	Iteration 13Q: 3 clusters Score -242896.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -242991.109375 Penalty: 3821.363037
	Iteration 14Q: 3 clusters Score -242991.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -243061.468750 Penalty: 3821.363037
	Iteration 15Q: 3 clusters Score -243061.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -243136.781250 Penalty: 3821.363037
	Iteration 16Q: 3 clusters Score -243136.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -243191.718750 Penalty: 3821.363037
	Iteration 17Q: 3 clusters Score -243191.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -243230.031250 Penalty: 3821.363037
	Iteration 18Q: 3 clusters Score -243230 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -243253.171875 Penalty: 3821.363037
	Iteration 19Q: 3 clusters Score -243253.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -243300.265625 Penalty: 3821.363037
	Iteration 20F: 3 clusters Score -243300.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -243342.390625 Penalty: 3821.363037
	Iteration 21Q: 3 clusters Score -243342.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -243370.515625 Penalty: 3821.363037
	Iteration 22Q: 3 clusters Score -243370.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -243388.437500 Penalty: 3821.363037
	Iteration 23Q: 3 clusters Score -243388.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -243397.000000 Penalty: 3821.363037
	Iteration 24Q: 3 clusters Score -243397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -243399.531250 Penalty: 3821.363037
	Iteration 25Q: 3 clusters Score -243399.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -243400.171875 Penalty: 3821.363037
	Iteration 26Q: 3 clusters Score -243400.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -243400.171875 Penalty: 3821.363037
	Iteration 27F: 3 clusters Score -243400.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (54902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54902 members 
Entering Unmasked Estep 
Score: -6927015.500000 Penalty: 2706.499756
	Iteration 0F: 2 clusters Score -6927016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -6890126.500000 Penalty: 5412.999512
	Iteration 0F: 3 clusters Score -6890126 nChanged 25545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -6904225.500000 Penalty: 5412.999512
	Iteration 1F: 3 clusters Score -6904226 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26379 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -6904848.500000 Penalty: 5412.999512
	Iteration 2Q: 3 clusters Score -6904848 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 28962 members 
Entering Unmasked Estep 
Score: -6905454.000000 Penalty: 5412.999512
	Iteration 3Q: 3 clusters Score -6905454 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 29635 members 
Entering Unmasked Estep 
Score: -6906258.500000 Penalty: 5412.999512
	Iteration 4Q: 3 clusters Score -6906258 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 30652 members 
Entering Unmasked Estep 
Score: -6907303.500000 Penalty: 5412.999512
	Iteration 5Q: 3 clusters Score -6907304 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 32132 members 
Entering Unmasked Estep 
Score: -6908654.500000 Penalty: 5412.999512
	Iteration 6Q: 3 clusters Score -6908654 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -6910456.000000 Penalty: 5412.999512
	Iteration 7F: 3 clusters Score -6910456 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 36246 members 
Entering Unmasked Estep 
Score: -6912595.000000 Penalty: 5412.999512
	Iteration 8F: 3 clusters Score -6912595 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
Score: -6914729.500000 Penalty: 5412.999512
	Iteration 9F: 3 clusters Score -6914730 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 39969 members 
Entering Unmasked Estep 
Score: -6916435.000000 Penalty: 5412.999512
	Iteration 10Q: 3 clusters Score -6916435 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 41188 members 
Entering Unmasked Estep 
Score: -6917738.000000 Penalty: 5412.999512
	Iteration 11Q: 3 clusters Score -6917738 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -6918644.500000 Penalty: 5412.999512
	Iteration 12Q: 3 clusters Score -6918644 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 43015 members 
Entering Unmasked Estep 
Score: -6919265.000000 Penalty: 5412.999512
	Iteration 13Q: 3 clusters Score -6919265 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 43845 members 
Entering Unmasked Estep 
Score: -6919803.500000 Penalty: 5412.999512
	Iteration 14Q: 3 clusters Score -6919804 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 44694 members 
Entering Unmasked Estep 
Score: -6920303.000000 Penalty: 5412.999512
	Iteration 15Q: 3 clusters Score -6920303 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 45543 members 
Entering Unmasked Estep 
Score: -6920791.500000 Penalty: 5412.999512
	Iteration 16Q: 3 clusters Score -6920792 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 46402 members 
Entering Unmasked Estep 
Score: -6921350.000000 Penalty: 5412.999512
	Iteration 17Q: 3 clusters Score -6921350 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 47204 members 
Entering Unmasked Estep 
Score: -6921822.500000 Penalty: 5412.999512
	Iteration 18Q: 3 clusters Score -6921822 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 47942 members 
Entering Unmasked Estep 
Score: -6922235.500000 Penalty: 5412.999512
	Iteration 19Q: 3 clusters Score -6922236 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 48642 members 
Entering Unmasked Estep 
Score: -6922610.000000 Penalty: 5412.999512
	Iteration 20F: 3 clusters Score -6922610 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 49242 members 
Entering Unmasked Estep 
Score: -6922982.500000 Penalty: 5412.999512
	Iteration 21Q: 3 clusters Score -6922982 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 49805 members 
Entering Unmasked Estep 
Score: -6923317.000000 Penalty: 5412.999512
	Iteration 22Q: 3 clusters Score -6923317 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 50311 members 
Entering Unmasked Estep 
Score: -6923567.500000 Penalty: 5412.999512
	Iteration 23Q: 3 clusters Score -6923568 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 50740 members 
Entering Unmasked Estep 
Score: -6923778.000000 Penalty: 5412.999512
	Iteration 24Q: 3 clusters Score -6923778 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 51135 members 
Entering Unmasked Estep 
Score: -6924011.500000 Penalty: 5412.999512
	Iteration 25Q: 3 clusters Score -6924012 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 51466 members 
Entering Unmasked Estep 
Score: -6924177.500000 Penalty: 5412.999512
	Iteration 26Q: 3 clusters Score -6924178 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 51746 members 
Entering Unmasked Estep 
Score: -6924313.500000 Penalty: 5412.999512
	Iteration 27Q: 3 clusters Score -6924314 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 52007 members 
Entering Unmasked Estep 
Score: -6924447.500000 Penalty: 5412.999512
	Iteration 28Q: 3 clusters Score -6924448 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 52216 members 
Entering Unmasked Estep 
Score: -6924539.500000 Penalty: 5412.999512
	Iteration 29Q: 3 clusters Score -6924540 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 52394 members 
Entering Unmasked Estep 
Score: -6924628.000000 Penalty: 5412.999512
	Iteration 30Q: 3 clusters Score -6924628 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 52540 members 
Entering Unmasked Estep 
Score: -6924700.000000 Penalty: 5412.999512
	Iteration 31Q: 3 clusters Score -6924700 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 52672 members 
Entering Unmasked Estep 
Score: -6924753.500000 Penalty: 5412.999512
	Iteration 32Q: 3 clusters Score -6924754 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 52762 members 
Entering Unmasked Estep 
Score: -6924759.000000 Penalty: 5412.999512
	Iteration 33Q: 3 clusters Score -6924759 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 52837 members 
Entering Unmasked Estep 
Score: -6924796.000000 Penalty: 5412.999512
	Iteration 34Q: 3 clusters Score -6924796 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 52911 members 
Entering Unmasked Estep 
Score: -6924812.500000 Penalty: 5412.999512
	Iteration 35Q: 3 clusters Score -6924812 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 52964 members 
Entering Unmasked Estep 
Score: -6924822.000000 Penalty: 5412.999512
	Iteration 36Q: 3 clusters Score -6924822 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 53022 members 
Entering Unmasked Estep 
Score: -6924832.500000 Penalty: 5412.999512
	Iteration 37Q: 3 clusters Score -6924832 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 53062 members 
Entering Unmasked Estep 
Score: -6924848.500000 Penalty: 5412.999512
	Iteration 38Q: 3 clusters Score -6924848 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 53092 members 
Entering Unmasked Estep 
Score: -6924858.000000 Penalty: 5412.999512
	Iteration 39Q: 3 clusters Score -6924858 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 53114 members 
Entering Unmasked Estep 
Score: -6924864.000000 Penalty: 5412.999512
	Iteration 40F: 3 clusters Score -6924864 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 53134 members 
Entering Unmasked Estep 
Score: -6924873.000000 Penalty: 5412.999512
	Iteration 41Q: 3 clusters Score -6924873 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 53149 members 
Entering Unmasked Estep 
Score: -6924870.000000 Penalty: 5412.999512
	Iteration 42Q: 3 clusters Score -6924870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 53161 members 
Entering Unmasked Estep 
Score: -6924873.500000 Penalty: 5412.999512
	Iteration 43Q: 3 clusters Score -6924874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 53173 members 
Entering Unmasked Estep 
Score: -6924880.500000 Penalty: 5412.999512
	Iteration 44Q: 3 clusters Score -6924880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 53183 members 
Entering Unmasked Estep 
Score: -6924889.500000 Penalty: 5412.999512
	Iteration 45Q: 3 clusters Score -6924890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 53191 members 
Entering Unmasked Estep 
Score: -6924889.000000 Penalty: 5412.999512
	Iteration 46Q: 3 clusters Score -6924889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 53200 members 
Entering Unmasked Estep 
Score: -6924895.000000 Penalty: 5412.999512
	Iteration 47Q: 3 clusters Score -6924895 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 53208 members 
Entering Unmasked Estep 
Score: -6924893.500000 Penalty: 5412.999512
	Iteration 48Q: 3 clusters Score -6924894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 53211 members 
Entering Unmasked Estep 
Score: -6924892.000000 Penalty: 5412.999512
	Iteration 49Q: 3 clusters Score -6924892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 53214 members 
Entering Unmasked Estep 
Score: -6924890.000000 Penalty: 5412.999512
	Iteration 50Q: 3 clusters Score -6924890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 53219 members 
Entering Unmasked Estep 
Score: -6924888.000000 Penalty: 5412.999512
	Iteration 51Q: 3 clusters Score -6924888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 53223 members 
Entering Unmasked Estep 
Score: -6924886.000000 Penalty: 5412.999512
	Iteration 52Q: 3 clusters Score -6924886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 53228 members 
Entering Unmasked Estep 
Score: -6924884.000000 Penalty: 5412.999512
	Iteration 53Q: 3 clusters Score -6924884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 53231 members 
Entering Unmasked Estep 
Score: -6924884.000000 Penalty: 5412.999512
	Iteration 54Q: 3 clusters Score -6924884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 53232 members 
Entering Unmasked Estep 
Score: -6924882.000000 Penalty: 5412.999512
	Iteration 55Q: 3 clusters Score -6924882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 53236 members 
Entering Unmasked Estep 
Score: -6924886.500000 Penalty: 5412.999512
	Iteration 56Q: 3 clusters Score -6924886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 53237 members 
Entering Unmasked Estep 
Score: -6924890.500000 Penalty: 5412.999512
	Iteration 57Q: 3 clusters Score -6924890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 53238 members 
Entering Unmasked Estep 
Score: -6924888.500000 Penalty: 5412.999512
	Iteration 58Q: 3 clusters Score -6924888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 53238 members 
Entering Unmasked Estep 
Score: -6924888.500000 Penalty: 5412.999512
	Iteration 59F: 3 clusters Score -6924888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 14471 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5135 members 
Mstep: Class 5 contains 57529 members 
Mstep: Class 6 contains 311008 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 17649 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 21762 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172532 members 
Mstep: Class 15 contains 61602 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43957 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33370 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 14202 members 
Mstep: Class 22 contains 2180 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769360.000000 Penalty: 81314.312500
Iteration 239Q: 25 clusters Score -1.047694e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 14471 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5135 members 
Mstep: Class 5 contains 57528 members 
Mstep: Class 6 contains 311003 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 17649 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 21762 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172535 members 
Mstep: Class 15 contains 61604 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43958 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33371 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 14202 members 
Mstep: Class 22 contains 2180 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769368.000000 Penalty: 81314.312500
Iteration 240F: 25 clusters Score -1.047694e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 14471 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5135 members 
Mstep: Class 5 contains 57528 members 
Mstep: Class 6 contains 310998 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 17650 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 21761 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172536 members 
Mstep: Class 15 contains 61607 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43959 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33371 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 14202 members 
Mstep: Class 22 contains 2180 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769384.000000 Penalty: 81314.312500
Iteration 241Q: 25 clusters Score -1.047694e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 14472 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5135 members 
Mstep: Class 5 contains 57528 members 
Mstep: Class 6 contains 310999 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 17651 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 21762 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172532 members 
Mstep: Class 15 contains 61607 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43959 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33372 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 14202 members 
Mstep: Class 22 contains 2180 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769416.000000 Penalty: 81314.312500
Iteration 242Q: 25 clusters Score -1.047694e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 14475 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5135 members 
Mstep: Class 5 contains 57527 members 
Mstep: Class 6 contains 311000 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 17650 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 21762 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172529 members 
Mstep: Class 15 contains 61610 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43958 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33373 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 14203 members 
Mstep: Class 22 contains 2180 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769416.000000 Penalty: 81314.312500
Iteration 243Q: 25 clusters Score -1.047694e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 14475 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5135 members 
Mstep: Class 5 contains 57526 members 
Mstep: Class 6 contains 311005 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 17651 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 21762 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172526 members 
Mstep: Class 15 contains 61612 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43957 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33372 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 14203 members 
Mstep: Class 22 contains 2180 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769448.000000 Penalty: 81314.312500
Iteration 244Q: 25 clusters Score -1.047694e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 14475 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5135 members 
Mstep: Class 5 contains 57526 members 
Mstep: Class 6 contains 311005 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 17652 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 21762 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172529 members 
Mstep: Class 15 contains 61612 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43955 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33372 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 14203 members 
Mstep: Class 22 contains 2180 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769432.000000 Penalty: 81314.312500
Iteration 245Q: 25 clusters Score -1.047694e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 14476 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5135 members 
Mstep: Class 5 contains 57525 members 
Mstep: Class 6 contains 311003 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 17652 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 21762 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172532 members 
Mstep: Class 15 contains 61612 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43955 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33372 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 14203 members 
Mstep: Class 22 contains 2180 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769352.000000 Penalty: 81314.312500
Iteration 246Q: 25 clusters Score -1.047694e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 14478 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5135 members 
Mstep: Class 5 contains 57524 members 
Mstep: Class 6 contains 311004 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 17653 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 21762 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172528 members 
Mstep: Class 15 contains 61611 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43955 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33373 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 14203 members 
Mstep: Class 22 contains 2180 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769392.000000 Penalty: 81314.312500
Iteration 247Q: 25 clusters Score -1.047694e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 14478 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5135 members 
Mstep: Class 5 contains 57524 members 
Mstep: Class 6 contains 311004 members 
Mstep: Class 7 contains 5054 members 
Mstep: Class 8 contains 17653 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 21762 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172527 members 
Mstep: Class 15 contains 61611 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43956 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33373 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 14203 members 
Mstep: Class 22 contains 2180 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769392.000000 Penalty: 81314.312500
Iteration 248Q: 25 clusters Score -1.047694e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 14479 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5135 members 
Mstep: Class 5 contains 57524 members 
Mstep: Class 6 contains 311002 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 17653 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 21762 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172525 members 
Mstep: Class 15 contains 61611 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43958 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33372 members 
Mstep: Class 20 contains 2416 members 
Mstep: Class 21 contains 14203 members 
Mstep: Class 22 contains 2180 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769400.000000 Penalty: 81314.312500
Iteration 249Q: 25 clusters Score -1.047694e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 14479 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5135 members 
Mstep: Class 5 contains 57524 members 
Mstep: Class 6 contains 310995 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 17653 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 21762 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172533 members 
Mstep: Class 15 contains 61611 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43958 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33371 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 14203 members 
Mstep: Class 22 contains 2180 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769368.000000 Penalty: 81314.312500
Iteration 250Q: 25 clusters Score -1.047694e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 14479 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5135 members 
Mstep: Class 5 contains 57524 members 
Mstep: Class 6 contains 310991 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 17653 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 21762 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172538 members 
Mstep: Class 15 contains 61611 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43958 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33371 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 14203 members 
Mstep: Class 22 contains 2180 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769416.000000 Penalty: 81314.312500
Iteration 251Q: 25 clusters Score -1.047694e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 14481 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5135 members 
Mstep: Class 5 contains 57525 members 
Mstep: Class 6 contains 310986 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 17652 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 21763 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172541 members 
Mstep: Class 15 contains 61611 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43958 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33370 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 14203 members 
Mstep: Class 22 contains 2180 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769392.000000 Penalty: 81314.312500
Iteration 252Q: 25 clusters Score -1.047694e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 14482 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5135 members 
Mstep: Class 5 contains 57525 members 
Mstep: Class 6 contains 310986 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 17652 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 21764 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172540 members 
Mstep: Class 15 contains 61611 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43958 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33369 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 14203 members 
Mstep: Class 22 contains 2180 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769368.000000 Penalty: 81314.312500
Iteration 253Q: 25 clusters Score -1.047694e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 14482 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5135 members 
Mstep: Class 5 contains 57526 members 
Mstep: Class 6 contains 310981 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 17651 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 21766 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172543 members 
Mstep: Class 15 contains 61611 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43958 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33369 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 14203 members 
Mstep: Class 22 contains 2180 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769360.000000 Penalty: 81314.312500
Iteration 254Q: 25 clusters Score -1.047694e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 14481 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5135 members 
Mstep: Class 5 contains 57526 members 
Mstep: Class 6 contains 310983 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 17651 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 21767 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172541 members 
Mstep: Class 15 contains 61611 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43958 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33369 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 14203 members 
Mstep: Class 22 contains 2180 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769384.000000 Penalty: 81314.312500
Iteration 255Q: 25 clusters Score -1.047694e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 14481 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5135 members 
Mstep: Class 5 contains 57527 members 
Mstep: Class 6 contains 310982 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 17651 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 21766 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172542 members 
Mstep: Class 15 contains 61611 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43958 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33369 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 14203 members 
Mstep: Class 22 contains 2180 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769336.000000 Penalty: 81314.312500
Iteration 256Q: 25 clusters Score -1.047693e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 14481 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5135 members 
Mstep: Class 5 contains 57528 members 
Mstep: Class 6 contains 310980 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 17651 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 21766 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172543 members 
Mstep: Class 15 contains 61611 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43958 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33369 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 14203 members 
Mstep: Class 22 contains 2180 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769368.000000 Penalty: 81314.312500
Iteration 257Q: 25 clusters Score -1.047694e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 14481 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5135 members 
Mstep: Class 5 contains 57528 members 
Mstep: Class 6 contains 310980 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 17651 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 21766 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172543 members 
Mstep: Class 15 contains 61611 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43958 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33369 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 14203 members 
Mstep: Class 22 contains 2180 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769384.000000 Penalty: 81314.312500
Iteration 258Q: 25 clusters Score -1.047694e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 14481 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5135 members 
Mstep: Class 5 contains 57528 members 
Mstep: Class 6 contains 310979 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 17651 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 21766 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172544 members 
Mstep: Class 15 contains 61611 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43958 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33369 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 14203 members 
Mstep: Class 22 contains 2180 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769352.000000 Penalty: 81314.312500
Iteration 259Q: 25 clusters Score -1.047694e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 14481 members 
Mstep: Class 3 contains 447 members 
Mstep: Class 4 contains 5135 members 
Mstep: Class 5 contains 57528 members 
Mstep: Class 6 contains 310979 members 
Mstep: Class 7 contains 5055 members 
Mstep: Class 8 contains 17651 members 
Mstep: Class 9 contains 3221 members 
Mstep: Class 10 contains 6665 members 
Mstep: Class 11 contains 21766 members 
Mstep: Class 12 contains 1382 members 
Mstep: Class 13 contains 1012 members 
Mstep: Class 14 contains 172544 members 
Mstep: Class 15 contains 61611 members 
Mstep: Class 16 contains 2313 members 
Mstep: Class 17 contains 43958 members 
Mstep: Class 18 contains 5200 members 
Mstep: Class 19 contains 33369 members 
Mstep: Class 20 contains 2417 members 
Mstep: Class 21 contains 14203 members 
Mstep: Class 22 contains 2180 members 
Mstep: Class 23 contains 2218 members 
Mstep: Class 24 contains 54890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104769352.000000 Penalty: 81314.312500
Iteration 260F: 25 clusters Score -1.047694e+08 nChanged 0
Entering ConstructFrom: 
Score: -104769352.000000 Penalty: 81314.312500
Entering ConstructFrom: 
Trying to split cluster 1 (17170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Entering Unmasked Estep 
Score: -2174966.750000 Penalty: 2418.228027
	Iteration 0F: 2 clusters Score -2174967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -2162687.000000 Penalty: 4836.456055
	Iteration 0F: 3 clusters Score -2162687 nChanged 7470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -2166695.000000 Penalty: 4836.456055
	Iteration 1F: 3 clusters Score -2166695 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -2167010.000000 Penalty: 4836.456055
	Iteration 2F: 3 clusters Score -2167010 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -2167263.250000 Penalty: 4836.456055
	Iteration 3Q: 3 clusters Score -2167263 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -2167450.000000 Penalty: 4836.456055
	Iteration 4Q: 3 clusters Score -2167450 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -2167594.750000 Penalty: 4836.456055
	Iteration 5Q: 3 clusters Score -2167595 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -2167718.750000 Penalty: 4836.456055
	Iteration 6Q: 3 clusters Score -2167719 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -2167815.750000 Penalty: 4836.456055
	Iteration 7Q: 3 clusters Score -2167816 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -2167935.250000 Penalty: 4836.456055
	Iteration 8Q: 3 clusters Score -2167935 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -2168093.000000 Penalty: 4836.456055
	Iteration 9Q: 3 clusters Score -2168093 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -2168295.250000 Penalty: 4836.456055
	Iteration 10Q: 3 clusters Score -2168295 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -2168545.500000 Penalty: 4836.456055
	Iteration 11Q: 3 clusters Score -2168546 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -2168935.750000 Penalty: 4836.456055
	Iteration 12Q: 3 clusters Score -2168936 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -2169475.250000 Penalty: 4836.456055
	Iteration 13Q: 3 clusters Score -2169475 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -2170138.000000 Penalty: 4836.456055
	Iteration 14F: 3 clusters Score -2170138 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2170852.500000 Penalty: 4836.456055
	Iteration 15F: 3 clusters Score -2170852 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2171511.750000 Penalty: 4836.456055
	Iteration 16Q: 3 clusters Score -2171512 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2172004.500000 Penalty: 4836.456055
	Iteration 17Q: 3 clusters Score -2172004 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2172355.000000 Penalty: 4836.456055
	Iteration 18Q: 3 clusters Score -2172355 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2172556.500000 Penalty: 4836.456055
	Iteration 19Q: 3 clusters Score -2172556 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2172666.000000 Penalty: 4836.456055
	Iteration 20F: 3 clusters Score -2172666 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2172724.500000 Penalty: 4836.456055
	Iteration 21Q: 3 clusters Score -2172724 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -2172764.500000 Penalty: 4836.456055
	Iteration 22Q: 3 clusters Score -2172764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2172787.250000 Penalty: 4836.456055
	Iteration 23Q: 3 clusters Score -2172787 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2172804.750000 Penalty: 4836.456055
	Iteration 24Q: 3 clusters Score -2172805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2172819.750000 Penalty: 4836.456055
	Iteration 25Q: 3 clusters Score -2172820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2172827.750000 Penalty: 4836.456055
	Iteration 26Q: 3 clusters Score -2172828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2172832.000000 Penalty: 4836.456055
	Iteration 27Q: 3 clusters Score -2172832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2172830.750000 Penalty: 4836.456055
	Iteration 28Q: 3 clusters Score -2172831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2172830.750000 Penalty: 4836.456055
	Iteration 29F: 3 clusters Score -2172831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Entering Unmasked Estep 
Score: -1847685.000000 Penalty: 2375.987061
	Iteration 0F: 2 clusters Score -1847685 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1837173.625000 Penalty: 4751.974121
	Iteration 0F: 3 clusters Score -1837174 nChanged 6197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1840384.750000 Penalty: 4751.974121
	Iteration 1F: 3 clusters Score -1840385 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -1840716.875000 Penalty: 4751.974121
	Iteration 2F: 3 clusters Score -1840717 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1840987.500000 Penalty: 4751.974121
	Iteration 3Q: 3 clusters Score -1840988 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1841236.250000 Penalty: 4751.974121
	Iteration 4Q: 3 clusters Score -1841236 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1841470.250000 Penalty: 4751.974121
	Iteration 5Q: 3 clusters Score -1841470 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1841761.000000 Penalty: 4751.974121
	Iteration 6Q: 3 clusters Score -1841761 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1842133.375000 Penalty: 4751.974121
	Iteration 7Q: 3 clusters Score -1842133 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1842548.625000 Penalty: 4751.974121
	Iteration 8Q: 3 clusters Score -1842549 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1843043.500000 Penalty: 4751.974121
	Iteration 9F: 3 clusters Score -1843044 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1843598.375000 Penalty: 4751.974121
	Iteration 10Q: 3 clusters Score -1843598 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1844196.125000 Penalty: 4751.974121
	Iteration 11Q: 3 clusters Score -1844196 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1844759.750000 Penalty: 4751.974121
	Iteration 12Q: 3 clusters Score -1844760 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1845068.500000 Penalty: 4751.974121
	Iteration 13Q: 3 clusters Score -1845068 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1845245.375000 Penalty: 4751.974121
	Iteration 14Q: 3 clusters Score -1845245 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1845367.250000 Penalty: 4751.974121
	Iteration 15Q: 3 clusters Score -1845367 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1845460.875000 Penalty: 4751.974121
	Iteration 16Q: 3 clusters Score -1845461 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1845502.625000 Penalty: 4751.974121
	Iteration 17Q: 3 clusters Score -1845503 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1845538.375000 Penalty: 4751.974121
	Iteration 18Q: 3 clusters Score -1845538 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -1845570.000000 Penalty: 4751.974121
	Iteration 19Q: 3 clusters Score -1845570 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1845584.000000 Penalty: 4751.974121
	Iteration 20F: 3 clusters Score -1845584 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1845597.625000 Penalty: 4751.974121
	Iteration 21Q: 3 clusters Score -1845598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1845610.125000 Penalty: 4751.974121
	Iteration 22Q: 3 clusters Score -1845610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1845617.250000 Penalty: 4751.974121
	Iteration 23Q: 3 clusters Score -1845617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1845622.750000 Penalty: 4751.974121
	Iteration 24Q: 3 clusters Score -1845623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1845627.000000 Penalty: 4751.974121
	Iteration 25Q: 3 clusters Score -1845627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1845625.000000 Penalty: 4751.974121
	Iteration 26Q: 3 clusters Score -1845625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14153 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1845625.000000 Penalty: 4751.974121
	Iteration 27F: 3 clusters Score -1845625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -51096.285156 Penalty: 1513.434570
	Iteration 0F: 2 clusters Score -51096.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -49677.769531 Penalty: 3026.869141
	Iteration 0F: 3 clusters Score -49677.77 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -49841.816406 Penalty: 3026.869141
	Iteration 1F: 3 clusters Score -49841.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -49941.160156 Penalty: 3026.869141
	Iteration 2Q: 3 clusters Score -49941.16 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -49969.601562 Penalty: 3026.869141
	Iteration 3Q: 3 clusters Score -49969.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -49983.039062 Penalty: 3026.869141
	Iteration 4Q: 3 clusters Score -49983.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -49999.363281 Penalty: 3026.869141
	Iteration 5Q: 3 clusters Score -49999.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -50000.449219 Penalty: 3026.869141
	Iteration 6Q: 3 clusters Score -50000.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -50004.050781 Penalty: 3026.869141
	Iteration 7Q: 3 clusters Score -50004.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -50006.007812 Penalty: 3026.869141
	Iteration 8Q: 3 clusters Score -50006.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -50006.007812 Penalty: 3026.869141
	Iteration 9F: 3 clusters Score -50006.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Entering Unmasked Estep 
Score: -604238.000000 Penalty: 2118.871094
	Iteration 0F: 2 clusters Score -604238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -599682.312500 Penalty: 4237.742188
	Iteration 0F: 3 clusters Score -599682.3 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -600937.562500 Penalty: 4237.742188
	Iteration 1F: 3 clusters Score -600937.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -601286.937500 Penalty: 4237.742188
	Iteration 2F: 3 clusters Score -601286.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -601536.500000 Penalty: 4237.742188
	Iteration 3F: 3 clusters Score -601536.5 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -601734.687500 Penalty: 4237.742188
	Iteration 4F: 3 clusters Score -601734.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -601921.687500 Penalty: 4237.742188
	Iteration 5F: 3 clusters Score -601921.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -602073.750000 Penalty: 4237.742188
	Iteration 6Q: 3 clusters Score -602073.8 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -602216.000000 Penalty: 4237.742188
	Iteration 7Q: 3 clusters Score -602216 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -602326.187500 Penalty: 4237.742188
	Iteration 8Q: 3 clusters Score -602326.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -602414.437500 Penalty: 4237.742188
	Iteration 9Q: 3 clusters Score -602414.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -602502.812500 Penalty: 4237.742188
	Iteration 10Q: 3 clusters Score -602502.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -602568.937500 Penalty: 4237.742188
	Iteration 11Q: 3 clusters Score -602568.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -602634.437500 Penalty: 4237.742188
	Iteration 12Q: 3 clusters Score -602634.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -602690.750000 Penalty: 4237.742188
	Iteration 13Q: 3 clusters Score -602690.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -602733.312500 Penalty: 4237.742188
	Iteration 14Q: 3 clusters Score -602733.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -602758.250000 Penalty: 4237.742188
	Iteration 15Q: 3 clusters Score -602758.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -602771.125000 Penalty: 4237.742188
	Iteration 16Q: 3 clusters Score -602771.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -602784.375000 Penalty: 4237.742188
	Iteration 17Q: 3 clusters Score -602784.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -602793.562500 Penalty: 4237.742188
	Iteration 18Q: 3 clusters Score -602793.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -602800.250000 Penalty: 4237.742188
	Iteration 19Q: 3 clusters Score -602800.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -602807.875000 Penalty: 4237.742188
	Iteration 20F: 3 clusters Score -602807.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -602814.437500 Penalty: 4237.742188
	Iteration 21Q: 3 clusters Score -602814.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -602820.062500 Penalty: 4237.742188
	Iteration 22Q: 3 clusters Score -602820.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -602828.187500 Penalty: 4237.742188
	Iteration 23Q: 3 clusters Score -602828.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -602834.250000 Penalty: 4237.742188
	Iteration 24Q: 3 clusters Score -602834.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -602839.062500 Penalty: 4237.742188
	Iteration 25Q: 3 clusters Score -602839.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -602841.812500 Penalty: 4237.742188
	Iteration 26Q: 3 clusters Score -602841.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -602844.625000 Penalty: 4237.742188
	Iteration 27Q: 3 clusters Score -602844.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -602846.500000 Penalty: 4237.742188
	Iteration 28Q: 3 clusters Score -602846.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -602847.000000 Penalty: 4237.742188
	Iteration 29Q: 3 clusters Score -602847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -602847.375000 Penalty: 4237.742188
	Iteration 30Q: 3 clusters Score -602847.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -602847.375000 Penalty: 4237.742188
	Iteration 31F: 3 clusters Score -602847.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (57528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57528 members 
Entering Unmasked Estep 
Score: -6978259.500000 Penalty: 2718.086670
	Iteration 0F: 2 clusters Score -6978260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -6939610.000000 Penalty: 5436.173340
	Iteration 0F: 3 clusters Score -6939610 nChanged 26742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30106 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -6954310.000000 Penalty: 5436.173340
	Iteration 1F: 3 clusters Score -6954310 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30782 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -6954856.000000 Penalty: 5436.173340
	Iteration 2Q: 3 clusters Score -6954856 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -6955384.000000 Penalty: 5436.173340
	Iteration 3Q: 3 clusters Score -6955384 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33224 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -6956022.500000 Penalty: 5436.173340
	Iteration 4Q: 3 clusters Score -6956022 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -6956940.000000 Penalty: 5436.173340
	Iteration 5Q: 3 clusters Score -6956940 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38206 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -6958590.000000 Penalty: 5436.173340
	Iteration 6F: 3 clusters Score -6958590 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42057 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -6961191.000000 Penalty: 5436.173340
	Iteration 7F: 3 clusters Score -6961191 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46802 members 
Mstep: Class 2 contains 10726 members 
Entering Unmasked Estep 
Score: -6965219.500000 Penalty: 5436.173340
	Iteration 8F: 3 clusters Score -6965220 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51474 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -6969800.000000 Penalty: 5436.173340
	Iteration 9F: 3 clusters Score -6969800 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54902 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -6973301.500000 Penalty: 5436.173340
	Iteration 10F: 3 clusters Score -6973302 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56556 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -6974991.500000 Penalty: 5436.173340
	Iteration 11Q: 3 clusters Score -6974992 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57068 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -6975517.500000 Penalty: 5436.173340
	Iteration 12Q: 3 clusters Score -6975518 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57227 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -6975756.000000 Penalty: 5436.173340
	Iteration 13Q: 3 clusters Score -6975756 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57273 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -6975823.500000 Penalty: 5436.173340
	Iteration 14Q: 3 clusters Score -6975824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57284 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -6975845.000000 Penalty: 5436.173340
	Iteration 15Q: 3 clusters Score -6975845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57294 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -6975855.000000 Penalty: 5436.173340
	Iteration 16Q: 3 clusters Score -6975855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57299 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -6975864.500000 Penalty: 5436.173340
	Iteration 17Q: 3 clusters Score -6975864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57302 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -6975885.500000 Penalty: 5436.173340
	Iteration 18Q: 3 clusters Score -6975886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57303 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -6975889.000000 Penalty: 5436.173340
	Iteration 19Q: 3 clusters Score -6975889 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57305 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -6975900.500000 Penalty: 5436.173340
	Iteration 20F: 3 clusters Score -6975900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57305 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -6975905.500000 Penalty: 5436.173340
	Iteration 21Q: 3 clusters Score -6975906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57307 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -6975910.500000 Penalty: 5436.173340
	Iteration 22Q: 3 clusters Score -6975910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57306 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -6975911.000000 Penalty: 5436.173340
	Iteration 23Q: 3 clusters Score -6975911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57305 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -6975913.500000 Penalty: 5436.173340
	Iteration 24Q: 3 clusters Score -6975914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57305 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -6975913.500000 Penalty: 5436.173340
	Iteration 25F: 3 clusters Score -6975914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (310979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310979 members 
Entering Unmasked Estep 
Score: -38537132.000000 Penalty: 3136.575195
	Iteration 0F: 2 clusters Score -3.853713e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155145 members 
Mstep: Class 2 contains 155834 members 
Entering Unmasked Estep 
Score: -38350812.000000 Penalty: 6273.150391
	Iteration 0F: 3 clusters Score -3.835081e+07 nChanged 150545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148294 members 
Mstep: Class 2 contains 162685 members 
Entering Unmasked Estep 
Score: -38440012.000000 Penalty: 6273.150391
	Iteration 1F: 3 clusters Score -3.844001e+07 nChanged 9285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144161 members 
Mstep: Class 2 contains 166818 members 
Entering Unmasked Estep 
Score: -38442204.000000 Penalty: 6273.150391
	Iteration 2Q: 3 clusters Score -3.84422e+07 nChanged 11373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137924 members 
Mstep: Class 2 contains 173055 members 
Entering Unmasked Estep 
Score: -38445424.000000 Penalty: 6273.150391
	Iteration 3Q: 3 clusters Score -3.844542e+07 nChanged 14327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128835 members 
Mstep: Class 2 contains 182144 members 
Entering Unmasked Estep 
Score: -38450824.000000 Penalty: 6273.150391
	Iteration 4Q: 3 clusters Score -3.845082e+07 nChanged 17609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116554 members 
Mstep: Class 2 contains 194425 members 
Entering Unmasked Estep 
Score: -38460168.000000 Penalty: 6273.150391
	Iteration 5F: 3 clusters Score -3.846017e+07 nChanged 20363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101885 members 
Mstep: Class 2 contains 209094 members 
Entering Unmasked Estep 
Score: -38473412.000000 Penalty: 6273.150391
	Iteration 6F: 3 clusters Score -3.847341e+07 nChanged 20810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87669 members 
Mstep: Class 2 contains 223310 members 
Entering Unmasked Estep 
Score: -38488456.000000 Penalty: 6273.150391
	Iteration 7F: 3 clusters Score -3.848846e+07 nChanged 18831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77636 members 
Mstep: Class 2 contains 233343 members 
Entering Unmasked Estep 
Score: -38502636.000000 Penalty: 6273.150391
	Iteration 8F: 3 clusters Score -3.850264e+07 nChanged 14685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72783 members 
Mstep: Class 2 contains 238196 members 
Entering Unmasked Estep 
Score: -38510740.000000 Penalty: 6273.150391
	Iteration 9Q: 3 clusters Score -3.851074e+07 nChanged 9370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70179 members 
Mstep: Class 2 contains 240800 members 
Entering Unmasked Estep 
Score: -38513596.000000 Penalty: 6273.150391
	Iteration 10Q: 3 clusters Score -3.85136e+07 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68054 members 
Mstep: Class 2 contains 242925 members 
Entering Unmasked Estep 
Score: -38514804.000000 Penalty: 6273.150391
	Iteration 11Q: 3 clusters Score -3.85148e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65968 members 
Mstep: Class 2 contains 245011 members 
Entering Unmasked Estep 
Score: -38515448.000000 Penalty: 6273.150391
	Iteration 12Q: 3 clusters Score -3.851545e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64024 members 
Mstep: Class 2 contains 246955 members 
Entering Unmasked Estep 
Score: -38516176.000000 Penalty: 6273.150391
	Iteration 13Q: 3 clusters Score -3.851618e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62074 members 
Mstep: Class 2 contains 248905 members 
Entering Unmasked Estep 
Score: -38517104.000000 Penalty: 6273.150391
	Iteration 14Q: 3 clusters Score -3.85171e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60190 members 
Mstep: Class 2 contains 250789 members 
Entering Unmasked Estep 
Score: -38517964.000000 Penalty: 6273.150391
	Iteration 15Q: 3 clusters Score -3.851796e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58371 members 
Mstep: Class 2 contains 252608 members 
Entering Unmasked Estep 
Score: -38518616.000000 Penalty: 6273.150391
	Iteration 16Q: 3 clusters Score -3.851862e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56552 members 
Mstep: Class 2 contains 254427 members 
Entering Unmasked Estep 
Score: -38519292.000000 Penalty: 6273.150391
	Iteration 17Q: 3 clusters Score -3.851929e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54704 members 
Mstep: Class 2 contains 256275 members 
Entering Unmasked Estep 
Score: -38520052.000000 Penalty: 6273.150391
	Iteration 18Q: 3 clusters Score -3.852005e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52821 members 
Mstep: Class 2 contains 258158 members 
Entering Unmasked Estep 
Score: -38520800.000000 Penalty: 6273.150391
	Iteration 19Q: 3 clusters Score -3.85208e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50894 members 
Mstep: Class 2 contains 260085 members 
Entering Unmasked Estep 
Score: -38522012.000000 Penalty: 6273.150391
	Iteration 20F: 3 clusters Score -3.852201e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49118 members 
Mstep: Class 2 contains 261861 members 
Entering Unmasked Estep 
Score: -38523028.000000 Penalty: 6273.150391
	Iteration 21Q: 3 clusters Score -3.852303e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47294 members 
Mstep: Class 2 contains 263685 members 
Entering Unmasked Estep 
Score: -38523872.000000 Penalty: 6273.150391
	Iteration 22Q: 3 clusters Score -3.852387e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45489 members 
Mstep: Class 2 contains 265490 members 
Entering Unmasked Estep 
Score: -38524516.000000 Penalty: 6273.150391
	Iteration 23Q: 3 clusters Score -3.852452e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43658 members 
Mstep: Class 2 contains 267321 members 
Entering Unmasked Estep 
Score: -38525312.000000 Penalty: 6273.150391
	Iteration 24Q: 3 clusters Score -3.852531e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41823 members 
Mstep: Class 2 contains 269156 members 
Entering Unmasked Estep 
Score: -38526136.000000 Penalty: 6273.150391
	Iteration 25Q: 3 clusters Score -3.852614e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39968 members 
Mstep: Class 2 contains 271011 members 
Entering Unmasked Estep 
Score: -38526744.000000 Penalty: 6273.150391
	Iteration 26Q: 3 clusters Score -3.852674e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38089 members 
Mstep: Class 2 contains 272890 members 
Entering Unmasked Estep 
Score: -38527512.000000 Penalty: 6273.150391
	Iteration 27Q: 3 clusters Score -3.852751e+07 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36253 members 
Mstep: Class 2 contains 274726 members 
Entering Unmasked Estep 
Score: -38528084.000000 Penalty: 6273.150391
	Iteration 28Q: 3 clusters Score -3.852808e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 276612 members 
Entering Unmasked Estep 
Score: -38528784.000000 Penalty: 6273.150391
	Iteration 29Q: 3 clusters Score -3.852878e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32447 members 
Mstep: Class 2 contains 278532 members 
Entering Unmasked Estep 
Score: -38529352.000000 Penalty: 6273.150391
	Iteration 30Q: 3 clusters Score -3.852935e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 280323 members 
Entering Unmasked Estep 
Score: -38529900.000000 Penalty: 6273.150391
	Iteration 31Q: 3 clusters Score -3.85299e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 282052 members 
Entering Unmasked Estep 
Score: -38530440.000000 Penalty: 6273.150391
	Iteration 32Q: 3 clusters Score -3.853044e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 283719 members 
Entering Unmasked Estep 
Score: -38530996.000000 Penalty: 6273.150391
	Iteration 33Q: 3 clusters Score -3.8531e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 285342 members 
Entering Unmasked Estep 
Score: -38531468.000000 Penalty: 6273.150391
	Iteration 34Q: 3 clusters Score -3.853147e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 286856 members 
Entering Unmasked Estep 
Score: -38532176.000000 Penalty: 6273.150391
	Iteration 35Q: 3 clusters Score -3.853218e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 288331 members 
Entering Unmasked Estep 
Score: -38532844.000000 Penalty: 6273.150391
	Iteration 36Q: 3 clusters Score -3.853284e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 289737 members 
Entering Unmasked Estep 
Score: -38533432.000000 Penalty: 6273.150391
	Iteration 37Q: 3 clusters Score -3.853343e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 291137 members 
Entering Unmasked Estep 
Score: -38533936.000000 Penalty: 6273.150391
	Iteration 38Q: 3 clusters Score -3.853394e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 292482 members 
Entering Unmasked Estep 
Score: -38534604.000000 Penalty: 6273.150391
	Iteration 39Q: 3 clusters Score -3.85346e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 293772 members 
Entering Unmasked Estep 
Score: -38535468.000000 Penalty: 6273.150391
	Iteration 40F: 3 clusters Score -3.853547e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 295046 members 
Entering Unmasked Estep 
Score: -38536164.000000 Penalty: 6273.150391
	Iteration 41Q: 3 clusters Score -3.853616e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 296328 members 
Entering Unmasked Estep 
Score: -38536840.000000 Penalty: 6273.150391
	Iteration 42Q: 3 clusters Score -3.853684e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 297590 members 
Entering Unmasked Estep 
Score: -38537492.000000 Penalty: 6273.150391
	Iteration 43Q: 3 clusters Score -3.853749e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 298860 members 
Entering Unmasked Estep 
Score: -38537928.000000 Penalty: 6273.150391
	Iteration 44Q: 3 clusters Score -3.853793e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 300074 members 
Entering Unmasked Estep 
Score: -38538160.000000 Penalty: 6273.150391
	Iteration 45Q: 3 clusters Score -3.853816e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 301230 members 
Entering Unmasked Estep 
Score: -38538364.000000 Penalty: 6273.150391
	Iteration 46Q: 3 clusters Score -3.853836e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 302305 members 
Entering Unmasked Estep 
Score: -38538472.000000 Penalty: 6273.150391
	Iteration 47Q: 3 clusters Score -3.853847e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 303293 members 
Entering Unmasked Estep 
Score: -38538472.000000 Penalty: 6273.150391
	Iteration 48Q: 3 clusters Score -3.853847e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 304200 members 
Entering Unmasked Estep 
Score: -38538412.000000 Penalty: 6273.150391
	Iteration 49Q: 3 clusters Score -3.853841e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 305014 members 
Entering Unmasked Estep 
Score: -38538260.000000 Penalty: 6273.150391
	Iteration 50Q: 3 clusters Score -3.853826e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 305763 members 
Entering Unmasked Estep 
Score: -38538224.000000 Penalty: 6273.150391
	Iteration 51Q: 3 clusters Score -3.853822e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 306446 members 
Entering Unmasked Estep 
Score: -38538016.000000 Penalty: 6273.150391
	Iteration 52Q: 3 clusters Score -3.853802e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 307050 members 
Entering Unmasked Estep 
Score: -38537656.000000 Penalty: 6273.150391
	Iteration 53Q: 3 clusters Score -3.853766e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 307566 members 
Entering Unmasked Estep 
Score: -38537252.000000 Penalty: 6273.150391
	Iteration 54Q: 3 clusters Score -3.853725e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 307996 members 
Entering Unmasked Estep 
Score: -38536928.000000 Penalty: 6273.150391
	Iteration 55Q: 3 clusters Score -3.853693e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 308364 members 
Entering Unmasked Estep 
Score: -38536720.000000 Penalty: 6273.150391
	Iteration 56Q: 3 clusters Score -3.853672e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 308671 members 
Entering Unmasked Estep 
Score: -38536516.000000 Penalty: 6273.150391
	Iteration 57Q: 3 clusters Score -3.853652e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 308932 members 
Entering Unmasked Estep 
Score: -38536240.000000 Penalty: 6273.150391
	Iteration 58Q: 3 clusters Score -3.853624e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 309143 members 
Entering Unmasked Estep 
Score: -38536080.000000 Penalty: 6273.150391
	Iteration 59Q: 3 clusters Score -3.853608e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 309319 members 
Entering Unmasked Estep 
Score: -38536040.000000 Penalty: 6273.150391
	Iteration 60F: 3 clusters Score -3.853604e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 309449 members 
Entering Unmasked Estep 
Score: -38535932.000000 Penalty: 6273.150391
	Iteration 61Q: 3 clusters Score -3.853593e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 309559 members 
Entering Unmasked Estep 
Score: -38535864.000000 Penalty: 6273.150391
	Iteration 62Q: 3 clusters Score -3.853586e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 309645 members 
Entering Unmasked Estep 
Score: -38535824.000000 Penalty: 6273.150391
	Iteration 63Q: 3 clusters Score -3.853582e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 309721 members 
Entering Unmasked Estep 
Score: -38535740.000000 Penalty: 6273.150391
	Iteration 64Q: 3 clusters Score -3.853574e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 309786 members 
Entering Unmasked Estep 
Score: -38535652.000000 Penalty: 6273.150391
	Iteration 65Q: 3 clusters Score -3.853565e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 309852 members 
Entering Unmasked Estep 
Score: -38535624.000000 Penalty: 6273.150391
	Iteration 66Q: 3 clusters Score -3.853562e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 309893 members 
Entering Unmasked Estep 
Score: -38535560.000000 Penalty: 6273.150391
	Iteration 67Q: 3 clusters Score -3.853556e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 309939 members 
Entering Unmasked Estep 
Score: -38535536.000000 Penalty: 6273.150391
	Iteration 68Q: 3 clusters Score -3.853554e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 309978 members 
Entering Unmasked Estep 
Score: -38535496.000000 Penalty: 6273.150391
	Iteration 69Q: 3 clusters Score -3.85355e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 310004 members 
Entering Unmasked Estep 
Score: -38535476.000000 Penalty: 6273.150391
	Iteration 70Q: 3 clusters Score -3.853548e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 310030 members 
Entering Unmasked Estep 
Score: -38535456.000000 Penalty: 6273.150391
	Iteration 71Q: 3 clusters Score -3.853546e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 310056 members 
Entering Unmasked Estep 
Score: -38535452.000000 Penalty: 6273.150391
	Iteration 72Q: 3 clusters Score -3.853545e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 310081 members 
Entering Unmasked Estep 
Score: -38535440.000000 Penalty: 6273.150391
	Iteration 73Q: 3 clusters Score -3.853544e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 310100 members 
Entering Unmasked Estep 
Score: -38535420.000000 Penalty: 6273.150391
	Iteration 74Q: 3 clusters Score -3.853542e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 310112 members 
Entering Unmasked Estep 
Score: -38535416.000000 Penalty: 6273.150391
	Iteration 75Q: 3 clusters Score -3.853542e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 310120 members 
Entering Unmasked Estep 
Score: -38535400.000000 Penalty: 6273.150391
	Iteration 76Q: 3 clusters Score -3.85354e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 310128 members 
Entering Unmasked Estep 
Score: -38535392.000000 Penalty: 6273.150391
	Iteration 77Q: 3 clusters Score -3.853539e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 310134 members 
Entering Unmasked Estep 
Score: -38535372.000000 Penalty: 6273.150391
	Iteration 78Q: 3 clusters Score -3.853537e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 310140 members 
Entering Unmasked Estep 
Score: -38535376.000000 Penalty: 6273.150391
	Iteration 79Q: 3 clusters Score -3.853538e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 310148 members 
Entering Unmasked Estep 
Score: -38535352.000000 Penalty: 6273.150391
	Iteration 80F: 3 clusters Score -3.853535e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 310155 members 
Entering Unmasked Estep 
Score: -38535356.000000 Penalty: 6273.150391
	Iteration 81Q: 3 clusters Score -3.853536e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 310161 members 
Entering Unmasked Estep 
Score: -38535352.000000 Penalty: 6273.150391
	Iteration 82Q: 3 clusters Score -3.853535e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 310169 members 
Entering Unmasked Estep 
Score: -38535324.000000 Penalty: 6273.150391
	Iteration 83Q: 3 clusters Score -3.853532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 310175 members 
Entering Unmasked Estep 
Score: -38535320.000000 Penalty: 6273.150391
	Iteration 84Q: 3 clusters Score -3.853532e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 310180 members 
Entering Unmasked Estep 
Score: -38535328.000000 Penalty: 6273.150391
	Iteration 85Q: 3 clusters Score -3.853533e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 310185 members 
Entering Unmasked Estep 
Score: -38535296.000000 Penalty: 6273.150391
	Iteration 86Q: 3 clusters Score -3.85353e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 310192 members 
Entering Unmasked Estep 
Score: -38535304.000000 Penalty: 6273.150391
	Iteration 87Q: 3 clusters Score -3.85353e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 310198 members 
Entering Unmasked Estep 
Score: -38535296.000000 Penalty: 6273.150391
	Iteration 88Q: 3 clusters Score -3.85353e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 310205 members 
Entering Unmasked Estep 
Score: -38535308.000000 Penalty: 6273.150391
	Iteration 89Q: 3 clusters Score -3.853531e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 310212 members 
Entering Unmasked Estep 
Score: -38535336.000000 Penalty: 6273.150391
	Iteration 90Q: 3 clusters Score -3.853534e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 310217 members 
Entering Unmasked Estep 
Score: -38535332.000000 Penalty: 6273.150391
	Iteration 91Q: 3 clusters Score -3.853533e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 310220 members 
Entering Unmasked Estep 
Score: -38535336.000000 Penalty: 6273.150391
	Iteration 92Q: 3 clusters Score -3.853534e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 310222 members 
Entering Unmasked Estep 
Score: -38535340.000000 Penalty: 6273.150391
	Iteration 93Q: 3 clusters Score -3.853534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 310223 members 
Entering Unmasked Estep 
Score: -38535332.000000 Penalty: 6273.150391
	Iteration 94Q: 3 clusters Score -3.853533e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 310223 members 
Entering Unmasked Estep 
Score: -38535332.000000 Penalty: 6273.150391
	Iteration 95F: 3 clusters Score -3.853533e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -644437.875000 Penalty: 2114.977051
	Iteration 0F: 2 clusters Score -644437.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -639886.000000 Penalty: 4229.954102
	Iteration 0F: 3 clusters Score -639886 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -640930.375000 Penalty: 4229.954102
	Iteration 1F: 3 clusters Score -640930.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -641110.125000 Penalty: 4229.954102
	Iteration 2F: 3 clusters Score -641110.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -641227.500000 Penalty: 4229.954102
	Iteration 3Q: 3 clusters Score -641227.5 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -641311.937500 Penalty: 4229.954102
	Iteration 4Q: 3 clusters Score -641311.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -641375.937500 Penalty: 4229.954102
	Iteration 5Q: 3 clusters Score -641375.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -641414.875000 Penalty: 4229.954102
	Iteration 6Q: 3 clusters Score -641414.9 nChanged 71
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: -641443.437500 Penalty: 4229.954102
	Iteration 7Q: 3 clusters Score -641443.4 nChanged 73
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: -641470.250000 Penalty: 4229.954102
	Iteration 8Q: 3 clusters Score -641470.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -641492.625000 Penalty: 4229.954102
	Iteration 9Q: 3 clusters Score -641492.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -641515.500000 Penalty: 4229.954102
	Iteration 10Q: 3 clusters Score -641515.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -641534.312500 Penalty: 4229.954102
	Iteration 11Q: 3 clusters Score -641534.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -641553.250000 Penalty: 4229.954102
	Iteration 12Q: 3 clusters Score -641553.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -641573.500000 Penalty: 4229.954102
	Iteration 13Q: 3 clusters Score -641573.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -641591.812500 Penalty: 4229.954102
	Iteration 14Q: 3 clusters Score -641591.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -641605.062500 Penalty: 4229.954102
	Iteration 15Q: 3 clusters Score -641605.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -641615.125000 Penalty: 4229.954102
	Iteration 16Q: 3 clusters Score -641615.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -641625.687500 Penalty: 4229.954102
	Iteration 17Q: 3 clusters Score -641625.7 nChanged 25
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: -641634.250000 Penalty: 4229.954102
	Iteration 18Q: 3 clusters Score -641634.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -641643.625000 Penalty: 4229.954102
	Iteration 19Q: 3 clusters Score -641643.6 nChanged 27
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: -641655.875000 Penalty: 4229.954102
	Iteration 20F: 3 clusters Score -641655.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -641667.937500 Penalty: 4229.954102
	Iteration 21Q: 3 clusters Score -641667.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -641676.687500 Penalty: 4229.954102
	Iteration 22Q: 3 clusters Score -641676.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -641687.250000 Penalty: 4229.954102
	Iteration 23Q: 3 clusters Score -641687.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -641697.250000 Penalty: 4229.954102
	Iteration 24Q: 3 clusters Score -641697.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -641711.750000 Penalty: 4229.954102
	Iteration 25Q: 3 clusters Score -641711.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -641722.312500 Penalty: 4229.954102
	Iteration 26Q: 3 clusters Score -641722.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -641731.812500 Penalty: 4229.954102
	Iteration 27Q: 3 clusters Score -641731.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -641738.625000 Penalty: 4229.954102
	Iteration 28Q: 3 clusters Score -641738.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -641743.500000 Penalty: 4229.954102
	Iteration 29Q: 3 clusters Score -641743.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -641749.062500 Penalty: 4229.954102
	Iteration 30Q: 3 clusters Score -641749.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -641755.187500 Penalty: 4229.954102
	Iteration 31Q: 3 clusters Score -641755.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -641758.375000 Penalty: 4229.954102
	Iteration 32Q: 3 clusters Score -641758.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -641761.875000 Penalty: 4229.954102
	Iteration 33Q: 3 clusters Score -641761.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -641764.000000 Penalty: 4229.954102
	Iteration 34Q: 3 clusters Score -641764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -641768.250000 Penalty: 4229.954102
	Iteration 35Q: 3 clusters Score -641768.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -641770.750000 Penalty: 4229.954102
	Iteration 36Q: 3 clusters Score -641770.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -641776.187500 Penalty: 4229.954102
	Iteration 37Q: 3 clusters Score -641776.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -641782.062500 Penalty: 4229.954102
	Iteration 38Q: 3 clusters Score -641782.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -641787.000000 Penalty: 4229.954102
	Iteration 39Q: 3 clusters Score -641787 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -641795.187500 Penalty: 4229.954102
	Iteration 40F: 3 clusters Score -641795.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -641800.937500 Penalty: 4229.954102
	Iteration 41Q: 3 clusters Score -641800.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -641805.625000 Penalty: 4229.954102
	Iteration 42Q: 3 clusters Score -641805.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -641812.812500 Penalty: 4229.954102
	Iteration 43Q: 3 clusters Score -641812.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -641817.562500 Penalty: 4229.954102
	Iteration 44Q: 3 clusters Score -641817.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -641826.437500 Penalty: 4229.954102
	Iteration 45Q: 3 clusters Score -641826.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -641833.937500 Penalty: 4229.954102
	Iteration 46Q: 3 clusters Score -641833.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -641839.625000 Penalty: 4229.954102
	Iteration 47Q: 3 clusters Score -641839.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -641842.625000 Penalty: 4229.954102
	Iteration 48Q: 3 clusters Score -641842.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -641845.437500 Penalty: 4229.954102
	Iteration 49Q: 3 clusters Score -641845.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -641846.000000 Penalty: 4229.954102
	Iteration 50Q: 3 clusters Score -641846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -641850.312500 Penalty: 4229.954102
	Iteration 51Q: 3 clusters Score -641850.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -641852.500000 Penalty: 4229.954102
	Iteration 52Q: 3 clusters Score -641852.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -641855.937500 Penalty: 4229.954102
	Iteration 53Q: 3 clusters Score -641855.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -641859.000000 Penalty: 4229.954102
	Iteration 54Q: 3 clusters Score -641859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -641862.437500 Penalty: 4229.954102
	Iteration 55Q: 3 clusters Score -641862.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -641866.000000 Penalty: 4229.954102
	Iteration 56Q: 3 clusters Score -641866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -641869.062500 Penalty: 4229.954102
	Iteration 57Q: 3 clusters Score -641869.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -641873.687500 Penalty: 4229.954102
	Iteration 58Q: 3 clusters Score -641873.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -641875.375000 Penalty: 4229.954102
	Iteration 59Q: 3 clusters Score -641875.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -641880.625000 Penalty: 4229.954102
	Iteration 60F: 3 clusters Score -641880.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -641886.187500 Penalty: 4229.954102
	Iteration 61Q: 3 clusters Score -641886.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -641894.125000 Penalty: 4229.954102
	Iteration 62Q: 3 clusters Score -641894.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -641903.125000 Penalty: 4229.954102
	Iteration 63Q: 3 clusters Score -641903.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -641915.750000 Penalty: 4229.954102
	Iteration 64Q: 3 clusters Score -641915.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -641929.500000 Penalty: 4229.954102
	Iteration 65Q: 3 clusters Score -641929.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -641951.062500 Penalty: 4229.954102
	Iteration 66Q: 3 clusters Score -641951.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -641964.687500 Penalty: 4229.954102
	Iteration 67Q: 3 clusters Score -641964.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -641976.500000 Penalty: 4229.954102
	Iteration 68Q: 3 clusters Score -641976.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -641985.125000 Penalty: 4229.954102
	Iteration 69Q: 3 clusters Score -641985.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -641999.312500 Penalty: 4229.954102
	Iteration 70Q: 3 clusters Score -641999.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -642014.125000 Penalty: 4229.954102
	Iteration 71Q: 3 clusters Score -642014.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -642034.062500 Penalty: 4229.954102
	Iteration 72Q: 3 clusters Score -642034.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -642051.187500 Penalty: 4229.954102
	Iteration 73Q: 3 clusters Score -642051.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -642068.125000 Penalty: 4229.954102
	Iteration 74Q: 3 clusters Score -642068.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -642085.687500 Penalty: 4229.954102
	Iteration 75Q: 3 clusters Score -642085.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -642100.812500 Penalty: 4229.954102
	Iteration 76Q: 3 clusters Score -642100.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -642110.250000 Penalty: 4229.954102
	Iteration 77Q: 3 clusters Score -642110.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -642118.562500 Penalty: 4229.954102
	Iteration 78Q: 3 clusters Score -642118.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -642129.187500 Penalty: 4229.954102
	Iteration 79Q: 3 clusters Score -642129.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -642136.375000 Penalty: 4229.954102
	Iteration 80F: 3 clusters Score -642136.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -642143.062500 Penalty: 4229.954102
	Iteration 81Q: 3 clusters Score -642143.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -642146.937500 Penalty: 4229.954102
	Iteration 82Q: 3 clusters Score -642146.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -642151.375000 Penalty: 4229.954102
	Iteration 83Q: 3 clusters Score -642151.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -642154.687500 Penalty: 4229.954102
	Iteration 84Q: 3 clusters Score -642154.7 nChanged 18
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: -642165.562500 Penalty: 4229.954102
	Iteration 85Q: 3 clusters Score -642165.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -642174.687500 Penalty: 4229.954102
	Iteration 86Q: 3 clusters Score -642174.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -642186.375000 Penalty: 4229.954102
	Iteration 87Q: 3 clusters Score -642186.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -642197.437500 Penalty: 4229.954102
	Iteration 88Q: 3 clusters Score -642197.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -642204.312500 Penalty: 4229.954102
	Iteration 89Q: 3 clusters Score -642204.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -642211.500000 Penalty: 4229.954102
	Iteration 90Q: 3 clusters Score -642211.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -642216.375000 Penalty: 4229.954102
	Iteration 91Q: 3 clusters Score -642216.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -642218.125000 Penalty: 4229.954102
	Iteration 92Q: 3 clusters Score -642218.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -642220.625000 Penalty: 4229.954102
	Iteration 93Q: 3 clusters Score -642220.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -642222.375000 Penalty: 4229.954102
	Iteration 94Q: 3 clusters Score -642222.4 nChanged 3
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: -642224.437500 Penalty: 4229.954102
	Iteration 95Q: 3 clusters Score -642224.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -642225.937500 Penalty: 4229.954102
	Iteration 96Q: 3 clusters Score -642225.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -642226.625000 Penalty: 4229.954102
	Iteration 97Q: 3 clusters Score -642226.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -642225.000000 Penalty: 4229.954102
	Iteration 98Q: 3 clusters Score -642225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -642227.250000 Penalty: 4229.954102
	Iteration 99Q: 3 clusters Score -642227.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -642227.250000 Penalty: 4229.954102
	Iteration 100F: 3 clusters Score -642227.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (17651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Entering Unmasked Estep 
Score: -2216693.750000 Penalty: 2425.079834
	Iteration 0F: 2 clusters Score -2216694 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 8827 members 
Entering Unmasked Estep 
Score: -2204143.500000 Penalty: 4850.159668
	Iteration 0F: 3 clusters Score -2204144 nChanged 7737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -2208160.500000 Penalty: 4850.159668
	Iteration 1F: 3 clusters Score -2208160 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -2208540.250000 Penalty: 4850.159668
	Iteration 2F: 3 clusters Score -2208540 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -2208849.750000 Penalty: 4850.159668
	Iteration 3Q: 3 clusters Score -2208850 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -2209194.250000 Penalty: 4850.159668
	Iteration 4Q: 3 clusters Score -2209194 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -2209589.500000 Penalty: 4850.159668
	Iteration 5Q: 3 clusters Score -2209590 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -2210066.000000 Penalty: 4850.159668
	Iteration 6Q: 3 clusters Score -2210066 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -2210612.250000 Penalty: 4850.159668
	Iteration 7F: 3 clusters Score -2210612 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -2211291.500000 Penalty: 4850.159668
	Iteration 8F: 3 clusters Score -2211292 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -2212123.000000 Penalty: 4850.159668
	Iteration 9F: 3 clusters Score -2212123 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -2212979.500000 Penalty: 4850.159668
	Iteration 10F: 3 clusters Score -2212980 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -2213676.000000 Penalty: 4850.159668
	Iteration 11Q: 3 clusters Score -2213676 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -2213974.250000 Penalty: 4850.159668
	Iteration 12Q: 3 clusters Score -2213974 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -2214092.500000 Penalty: 4850.159668
	Iteration 13Q: 3 clusters Score -2214092 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -2214138.750000 Penalty: 4850.159668
	Iteration 14Q: 3 clusters Score -2214139 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -2214159.500000 Penalty: 4850.159668
	Iteration 15Q: 3 clusters Score -2214160 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -2214186.000000 Penalty: 4850.159668
	Iteration 16Q: 3 clusters Score -2214186 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -2214197.500000 Penalty: 4850.159668
	Iteration 17Q: 3 clusters Score -2214198 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -2214216.750000 Penalty: 4850.159668
	Iteration 18Q: 3 clusters Score -2214217 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -2214231.000000 Penalty: 4850.159668
	Iteration 19Q: 3 clusters Score -2214231 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -2214239.500000 Penalty: 4850.159668
	Iteration 20F: 3 clusters Score -2214240 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -2214253.250000 Penalty: 4850.159668
	Iteration 21Q: 3 clusters Score -2214253 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -2214260.000000 Penalty: 4850.159668
	Iteration 22Q: 3 clusters Score -2214260 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -2214269.750000 Penalty: 4850.159668
	Iteration 23Q: 3 clusters Score -2214270 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -2214276.750000 Penalty: 4850.159668
	Iteration 24Q: 3 clusters Score -2214277 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -2214287.250000 Penalty: 4850.159668
	Iteration 25Q: 3 clusters Score -2214287 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -2214295.250000 Penalty: 4850.159668
	Iteration 26Q: 3 clusters Score -2214295 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2214297.000000 Penalty: 4850.159668
	Iteration 27Q: 3 clusters Score -2214297 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -2214303.250000 Penalty: 4850.159668
	Iteration 28Q: 3 clusters Score -2214303 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2214301.250000 Penalty: 4850.159668
	Iteration 29Q: 3 clusters Score -2214301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -2214312.750000 Penalty: 4850.159668
	Iteration 30Q: 3 clusters Score -2214313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -2214316.250000 Penalty: 4850.159668
	Iteration 31Q: 3 clusters Score -2214316 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2214317.500000 Penalty: 4850.159668
	Iteration 32Q: 3 clusters Score -2214318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2214321.500000 Penalty: 4850.159668
	Iteration 33Q: 3 clusters Score -2214322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -2214322.250000 Penalty: 4850.159668
	Iteration 34Q: 3 clusters Score -2214322 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -2214329.250000 Penalty: 4850.159668
	Iteration 35Q: 3 clusters Score -2214329 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -2214335.250000 Penalty: 4850.159668
	Iteration 36Q: 3 clusters Score -2214335 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2214337.750000 Penalty: 4850.159668
	Iteration 37Q: 3 clusters Score -2214338 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -2214338.500000 Penalty: 4850.159668
	Iteration 38Q: 3 clusters Score -2214338 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -2214346.750000 Penalty: 4850.159668
	Iteration 39Q: 3 clusters Score -2214347 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2214347.500000 Penalty: 4850.159668
	Iteration 40F: 3 clusters Score -2214348 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -2214355.500000 Penalty: 4850.159668
	Iteration 41Q: 3 clusters Score -2214356 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -2214361.000000 Penalty: 4850.159668
	Iteration 42Q: 3 clusters Score -2214361 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -2214366.750000 Penalty: 4850.159668
	Iteration 43Q: 3 clusters Score -2214367 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -2214373.750000 Penalty: 4850.159668
	Iteration 44Q: 3 clusters Score -2214374 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -2214379.500000 Penalty: 4850.159668
	Iteration 45Q: 3 clusters Score -2214380 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -2214381.000000 Penalty: 4850.159668
	Iteration 46Q: 3 clusters Score -2214381 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2214390.750000 Penalty: 4850.159668
	Iteration 47Q: 3 clusters Score -2214391 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -2214398.500000 Penalty: 4850.159668
	Iteration 48Q: 3 clusters Score -2214398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2214405.250000 Penalty: 4850.159668
	Iteration 49Q: 3 clusters Score -2214405 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -2214403.500000 Penalty: 4850.159668
	Iteration 50Q: 3 clusters Score -2214404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -2214405.000000 Penalty: 4850.159668
	Iteration 51Q: 3 clusters Score -2214405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2214399.500000 Penalty: 4850.159668
	Iteration 52Q: 3 clusters Score -2214400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -2214399.250000 Penalty: 4850.159668
	Iteration 53Q: 3 clusters Score -2214399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15043 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2214400.500000 Penalty: 4850.159668
	Iteration 54Q: 3 clusters Score -2214400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -2214401.000000 Penalty: 4850.159668
	Iteration 55Q: 3 clusters Score -2214401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2214402.000000 Penalty: 4850.159668
	Iteration 56Q: 3 clusters Score -2214402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -2214405.000000 Penalty: 4850.159668
	Iteration 57Q: 3 clusters Score -2214405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -2214405.500000 Penalty: 4850.159668
	Iteration 58Q: 3 clusters Score -2214406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -2214407.750000 Penalty: 4850.159668
	Iteration 59Q: 3 clusters Score -2214408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2214409.500000 Penalty: 4850.159668
	Iteration 60F: 3 clusters Score -2214410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2214415.750000 Penalty: 4850.159668
	Iteration 61Q: 3 clusters Score -2214416 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -2214418.750000 Penalty: 4850.159668
	Iteration 62Q: 3 clusters Score -2214419 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2214422.500000 Penalty: 4850.159668
	Iteration 63Q: 3 clusters Score -2214422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2214428.500000 Penalty: 4850.159668
	Iteration 64Q: 3 clusters Score -2214428 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -2214433.250000 Penalty: 4850.159668
	Iteration 65Q: 3 clusters Score -2214433 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2214438.500000 Penalty: 4850.159668
	Iteration 66Q: 3 clusters Score -2214438 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -2214446.500000 Penalty: 4850.159668
	Iteration 67Q: 3 clusters Score -2214446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2214449.750000 Penalty: 4850.159668
	Iteration 68Q: 3 clusters Score -2214450 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -2214454.750000 Penalty: 4850.159668
	Iteration 69Q: 3 clusters Score -2214455 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2214458.500000 Penalty: 4850.159668
	Iteration 70Q: 3 clusters Score -2214458 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2214464.500000 Penalty: 4850.159668
	Iteration 71Q: 3 clusters Score -2214464 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2214471.250000 Penalty: 4850.159668
	Iteration 72Q: 3 clusters Score -2214471 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2214474.750000 Penalty: 4850.159668
	Iteration 73Q: 3 clusters Score -2214475 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2214476.500000 Penalty: 4850.159668
	Iteration 74Q: 3 clusters Score -2214476 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -2214479.500000 Penalty: 4850.159668
	Iteration 75Q: 3 clusters Score -2214480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2214481.500000 Penalty: 4850.159668
	Iteration 76Q: 3 clusters Score -2214482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2214482.250000 Penalty: 4850.159668
	Iteration 77Q: 3 clusters Score -2214482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2214486.500000 Penalty: 4850.159668
	Iteration 78Q: 3 clusters Score -2214486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2214483.000000 Penalty: 4850.159668
	Iteration 79Q: 3 clusters Score -2214483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2214490.500000 Penalty: 4850.159668
	Iteration 80F: 3 clusters Score -2214490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2214488.750000 Penalty: 4850.159668
	Iteration 81Q: 3 clusters Score -2214489 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2214504.000000 Penalty: 4850.159668
	Iteration 82Q: 3 clusters Score -2214504 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2214505.750000 Penalty: 4850.159668
	Iteration 83Q: 3 clusters Score -2214506 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2214500.750000 Penalty: 4850.159668
	Iteration 84Q: 3 clusters Score -2214501 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -2214504.000000 Penalty: 4850.159668
	Iteration 85Q: 3 clusters Score -2214504 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2214510.750000 Penalty: 4850.159668
	Iteration 86Q: 3 clusters Score -2214511 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2214516.000000 Penalty: 4850.159668
	Iteration 87Q: 3 clusters Score -2214516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2214523.500000 Penalty: 4850.159668
	Iteration 88Q: 3 clusters Score -2214524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2214521.000000 Penalty: 4850.159668
	Iteration 89Q: 3 clusters Score -2214521 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2214530.000000 Penalty: 4850.159668
	Iteration 90Q: 3 clusters Score -2214530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2214535.750000 Penalty: 4850.159668
	Iteration 91Q: 3 clusters Score -2214536 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2214545.250000 Penalty: 4850.159668
	Iteration 92Q: 3 clusters Score -2214545 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2214547.750000 Penalty: 4850.159668
	Iteration 93Q: 3 clusters Score -2214548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2214553.000000 Penalty: 4850.159668
	Iteration 94Q: 3 clusters Score -2214553 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2214561.250000 Penalty: 4850.159668
	Iteration 95Q: 3 clusters Score -2214561 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2214561.250000 Penalty: 4850.159668
	Iteration 96Q: 3 clusters Score -2214561 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2214570.500000 Penalty: 4850.159668
	Iteration 97Q: 3 clusters Score -2214570 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2214573.750000 Penalty: 4850.159668
	Iteration 98Q: 3 clusters Score -2214574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2214576.500000 Penalty: 4850.159668
	Iteration 99Q: 3 clusters Score -2214576 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -2214580.500000 Penalty: 4850.159668
	Iteration 100F: 3 clusters Score -2214580 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2214583.000000 Penalty: 4850.159668
	Iteration 101Q: 3 clusters Score -2214583 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15918 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2214587.250000 Penalty: 4850.159668
	Iteration 102Q: 3 clusters Score -2214587 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2214596.000000 Penalty: 4850.159668
	Iteration 103Q: 3 clusters Score -2214596 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2214598.500000 Penalty: 4850.159668
	Iteration 104Q: 3 clusters Score -2214598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2214602.000000 Penalty: 4850.159668
	Iteration 105Q: 3 clusters Score -2214602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2214605.250000 Penalty: 4850.159668
	Iteration 106Q: 3 clusters Score -2214605 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2214611.000000 Penalty: 4850.159668
	Iteration 107Q: 3 clusters Score -2214611 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2214609.500000 Penalty: 4850.159668
	Iteration 108Q: 3 clusters Score -2214610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -2214615.000000 Penalty: 4850.159668
	Iteration 109Q: 3 clusters Score -2214615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2214620.750000 Penalty: 4850.159668
	Iteration 110Q: 3 clusters Score -2214621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2214623.500000 Penalty: 4850.159668
	Iteration 111Q: 3 clusters Score -2214624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2214631.500000 Penalty: 4850.159668
	Iteration 112Q: 3 clusters Score -2214632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2214635.250000 Penalty: 4850.159668
	Iteration 113Q: 3 clusters Score -2214635 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2214641.750000 Penalty: 4850.159668
	Iteration 114Q: 3 clusters Score -2214642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2214644.250000 Penalty: 4850.159668
	Iteration 115Q: 3 clusters Score -2214644 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2214645.250000 Penalty: 4850.159668
	Iteration 116Q: 3 clusters Score -2214645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16152 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2214646.500000 Penalty: 4850.159668
	Iteration 117Q: 3 clusters Score -2214646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2214649.000000 Penalty: 4850.159668
	Iteration 118Q: 3 clusters Score -2214649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2214645.000000 Penalty: 4850.159668
	Iteration 119Q: 3 clusters Score -2214645 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2214646.750000 Penalty: 4850.159668
	Iteration 120F: 3 clusters Score -2214647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2214645.500000 Penalty: 4850.159668
	Iteration 121Q: 3 clusters Score -2214646 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2214647.750000 Penalty: 4850.159668
	Iteration 122Q: 3 clusters Score -2214648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2214648.250000 Penalty: 4850.159668
	Iteration 123Q: 3 clusters Score -2214648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2214648.250000 Penalty: 4850.159668
	Iteration 124F: 3 clusters Score -2214648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Entering Unmasked Estep 
Score: -386117.687500 Penalty: 2003.206787
	Iteration 0F: 2 clusters Score -386117.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -382766.781250 Penalty: 4006.413574
	Iteration 0F: 3 clusters Score -382766.8 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -383481.437500 Penalty: 4006.413574
	Iteration 1F: 3 clusters Score -383481.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -383632.156250 Penalty: 4006.413574
	Iteration 2F: 3 clusters Score -383632.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -383712.062500 Penalty: 4006.413574
	Iteration 3Q: 3 clusters Score -383712.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -383763.656250 Penalty: 4006.413574
	Iteration 4Q: 3 clusters Score -383763.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -383796.593750 Penalty: 4006.413574
	Iteration 5Q: 3 clusters Score -383796.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -383825.343750 Penalty: 4006.413574
	Iteration 6Q: 3 clusters Score -383825.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -383843.093750 Penalty: 4006.413574
	Iteration 7Q: 3 clusters Score -383843.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -383858.937500 Penalty: 4006.413574
	Iteration 8Q: 3 clusters Score -383858.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -383869.000000 Penalty: 4006.413574
	Iteration 9Q: 3 clusters Score -383869 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -383876.218750 Penalty: 4006.413574
	Iteration 10Q: 3 clusters Score -383876.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -383878.656250 Penalty: 4006.413574
	Iteration 11Q: 3 clusters Score -383878.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -383883.218750 Penalty: 4006.413574
	Iteration 12Q: 3 clusters Score -383883.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -383887.406250 Penalty: 4006.413574
	Iteration 13Q: 3 clusters Score -383887.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -383891.000000 Penalty: 4006.413574
	Iteration 14Q: 3 clusters Score -383891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -383893.625000 Penalty: 4006.413574
	Iteration 15Q: 3 clusters Score -383893.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -383895.562500 Penalty: 4006.413574
	Iteration 16Q: 3 clusters Score -383895.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -383896.937500 Penalty: 4006.413574
	Iteration 17Q: 3 clusters Score -383896.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -383897.625000 Penalty: 4006.413574
	Iteration 18Q: 3 clusters Score -383897.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -383899.125000 Penalty: 4006.413574
	Iteration 19Q: 3 clusters Score -383899.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -383901.093750 Penalty: 4006.413574
	Iteration 20F: 3 clusters Score -383901.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -383903.437500 Penalty: 4006.413574
	Iteration 21Q: 3 clusters Score -383903.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -383904.312500 Penalty: 4006.413574
	Iteration 22Q: 3 clusters Score -383904.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -383906.781250 Penalty: 4006.413574
	Iteration 23Q: 3 clusters Score -383906.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -383907.781250 Penalty: 4006.413574
	Iteration 24Q: 3 clusters Score -383907.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -383907.531250 Penalty: 4006.413574
	Iteration 25Q: 3 clusters Score -383907.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -383907.531250 Penalty: 4006.413574
	Iteration 26F: 3 clusters Score -383907.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (6665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Entering Unmasked Estep 
Score: -844705.062500 Penalty: 2183.547119
	Iteration 0F: 2 clusters Score -844705.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -839093.312500 Penalty: 4367.094238
	Iteration 0F: 3 clusters Score -839093.3 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -840511.937500 Penalty: 4367.094238
	Iteration 1F: 3 clusters Score -840511.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -840724.125000 Penalty: 4367.094238
	Iteration 2F: 3 clusters Score -840724.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -840849.562500 Penalty: 4367.094238
	Iteration 3Q: 3 clusters Score -840849.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -840928.437500 Penalty: 4367.094238
	Iteration 4Q: 3 clusters Score -840928.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -840996.000000 Penalty: 4367.094238
	Iteration 5Q: 3 clusters Score -840996 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -841046.125000 Penalty: 4367.094238
	Iteration 6Q: 3 clusters Score -841046.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -841075.000000 Penalty: 4367.094238
	Iteration 7Q: 3 clusters Score -841075 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -841100.000000 Penalty: 4367.094238
	Iteration 8Q: 3 clusters Score -841100 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -841125.125000 Penalty: 4367.094238
	Iteration 9Q: 3 clusters Score -841125.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -841145.562500 Penalty: 4367.094238
	Iteration 10Q: 3 clusters Score -841145.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -841164.000000 Penalty: 4367.094238
	Iteration 11Q: 3 clusters Score -841164 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -841183.875000 Penalty: 4367.094238
	Iteration 12Q: 3 clusters Score -841183.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -841201.687500 Penalty: 4367.094238
	Iteration 13Q: 3 clusters Score -841201.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -841214.937500 Penalty: 4367.094238
	Iteration 14Q: 3 clusters Score -841214.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -841231.812500 Penalty: 4367.094238
	Iteration 15Q: 3 clusters Score -841231.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -841245.625000 Penalty: 4367.094238
	Iteration 16Q: 3 clusters Score -841245.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -841256.625000 Penalty: 4367.094238
	Iteration 17Q: 3 clusters Score -841256.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -841264.500000 Penalty: 4367.094238
	Iteration 18Q: 3 clusters Score -841264.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -841272.312500 Penalty: 4367.094238
	Iteration 19Q: 3 clusters Score -841272.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -841279.937500 Penalty: 4367.094238
	Iteration 20F: 3 clusters Score -841279.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -841289.375000 Penalty: 4367.094238
	Iteration 21Q: 3 clusters Score -841289.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -841297.750000 Penalty: 4367.094238
	Iteration 22Q: 3 clusters Score -841297.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -841305.000000 Penalty: 4367.094238
	Iteration 23Q: 3 clusters Score -841305 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -841312.375000 Penalty: 4367.094238
	Iteration 24Q: 3 clusters Score -841312.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -841316.750000 Penalty: 4367.094238
	Iteration 25Q: 3 clusters Score -841316.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -841321.625000 Penalty: 4367.094238
	Iteration 26Q: 3 clusters Score -841321.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -841325.250000 Penalty: 4367.094238
	Iteration 27Q: 3 clusters Score -841325.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -841329.750000 Penalty: 4367.094238
	Iteration 28Q: 3 clusters Score -841329.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -841335.750000 Penalty: 4367.094238
	Iteration 29Q: 3 clusters Score -841335.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -841344.562500 Penalty: 4367.094238
	Iteration 30Q: 3 clusters Score -841344.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -841346.687500 Penalty: 4367.094238
	Iteration 31Q: 3 clusters Score -841346.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -841351.562500 Penalty: 4367.094238
	Iteration 32Q: 3 clusters Score -841351.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -841355.562500 Penalty: 4367.094238
	Iteration 33Q: 3 clusters Score -841355.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -841360.187500 Penalty: 4367.094238
	Iteration 34Q: 3 clusters Score -841360.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -841360.875000 Penalty: 4367.094238
	Iteration 35Q: 3 clusters Score -841360.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -841364.062500 Penalty: 4367.094238
	Iteration 36Q: 3 clusters Score -841364.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -841369.937500 Penalty: 4367.094238
	Iteration 37Q: 3 clusters Score -841369.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -841374.187500 Penalty: 4367.094238
	Iteration 38Q: 3 clusters Score -841374.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -841377.250000 Penalty: 4367.094238
	Iteration 39Q: 3 clusters Score -841377.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -841380.125000 Penalty: 4367.094238
	Iteration 40F: 3 clusters Score -841380.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -841380.937500 Penalty: 4367.094238
	Iteration 41Q: 3 clusters Score -841380.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -841383.312500 Penalty: 4367.094238
	Iteration 42Q: 3 clusters Score -841383.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -841385.750000 Penalty: 4367.094238
	Iteration 43Q: 3 clusters Score -841385.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -841386.062500 Penalty: 4367.094238
	Iteration 44Q: 3 clusters Score -841386.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -841386.750000 Penalty: 4367.094238
	Iteration 45Q: 3 clusters Score -841386.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -841388.125000 Penalty: 4367.094238
	Iteration 46Q: 3 clusters Score -841388.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -841388.812500 Penalty: 4367.094238
	Iteration 47Q: 3 clusters Score -841388.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -841388.812500 Penalty: 4367.094238
	Iteration 48F: 3 clusters Score -841388.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (21766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Entering Unmasked Estep 
Score: -2615837.750000 Penalty: 2477.050049
	Iteration 0F: 2 clusters Score -2615838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -2600600.250000 Penalty: 4954.100098
	Iteration 0F: 3 clusters Score -2600600 nChanged 9657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -2605692.750000 Penalty: 4954.100098
	Iteration 1F: 3 clusters Score -2605693 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -2606134.000000 Penalty: 4954.100098
	Iteration 2F: 3 clusters Score -2606134 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -2606478.500000 Penalty: 4954.100098
	Iteration 3Q: 3 clusters Score -2606478 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -2606760.000000 Penalty: 4954.100098
	Iteration 4Q: 3 clusters Score -2606760 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -2607026.500000 Penalty: 4954.100098
	Iteration 5Q: 3 clusters Score -2607026 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -2607246.250000 Penalty: 4954.100098
	Iteration 6Q: 3 clusters Score -2607246 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -2607449.250000 Penalty: 4954.100098
	Iteration 7Q: 3 clusters Score -2607449 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -2607651.250000 Penalty: 4954.100098
	Iteration 8Q: 3 clusters Score -2607651 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -2607868.250000 Penalty: 4954.100098
	Iteration 9Q: 3 clusters Score -2607868 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -2608133.500000 Penalty: 4954.100098
	Iteration 10Q: 3 clusters Score -2608134 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -2608415.000000 Penalty: 4954.100098
	Iteration 11Q: 3 clusters Score -2608415 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -2608727.750000 Penalty: 4954.100098
	Iteration 12Q: 3 clusters Score -2608728 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -2609042.750000 Penalty: 4954.100098
	Iteration 13Q: 3 clusters Score -2609043 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -2609366.250000 Penalty: 4954.100098
	Iteration 14Q: 3 clusters Score -2609366 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -2609693.250000 Penalty: 4954.100098
	Iteration 15Q: 3 clusters Score -2609693 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -2610069.000000 Penalty: 4954.100098
	Iteration 16Q: 3 clusters Score -2610069 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -2610474.000000 Penalty: 4954.100098
	Iteration 17Q: 3 clusters Score -2610474 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -2610915.750000 Penalty: 4954.100098
	Iteration 18Q: 3 clusters Score -2610916 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -2611332.250000 Penalty: 4954.100098
	Iteration 19Q: 3 clusters Score -2611332 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -2611701.250000 Penalty: 4954.100098
	Iteration 20F: 3 clusters Score -2611701 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -2612015.250000 Penalty: 4954.100098
	Iteration 21Q: 3 clusters Score -2612015 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2612278.500000 Penalty: 4954.100098
	Iteration 22Q: 3 clusters Score -2612278 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -2612507.750000 Penalty: 4954.100098
	Iteration 23Q: 3 clusters Score -2612508 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -2612713.750000 Penalty: 4954.100098
	Iteration 24Q: 3 clusters Score -2612714 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -2612883.250000 Penalty: 4954.100098
	Iteration 25Q: 3 clusters Score -2612883 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -2613027.750000 Penalty: 4954.100098
	Iteration 26Q: 3 clusters Score -2613028 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -2613153.000000 Penalty: 4954.100098
	Iteration 27Q: 3 clusters Score -2613153 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -2613249.500000 Penalty: 4954.100098
	Iteration 28Q: 3 clusters Score -2613250 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -2613324.000000 Penalty: 4954.100098
	Iteration 29Q: 3 clusters Score -2613324 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -2613393.750000 Penalty: 4954.100098
	Iteration 30Q: 3 clusters Score -2613394 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -2613465.000000 Penalty: 4954.100098
	Iteration 31Q: 3 clusters Score -2613465 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -2613524.000000 Penalty: 4954.100098
	Iteration 32Q: 3 clusters Score -2613524 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -2613580.000000 Penalty: 4954.100098
	Iteration 33Q: 3 clusters Score -2613580 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -2613620.500000 Penalty: 4954.100098
	Iteration 34Q: 3 clusters Score -2613620 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -2613654.750000 Penalty: 4954.100098
	Iteration 35Q: 3 clusters Score -2613655 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -2613697.500000 Penalty: 4954.100098
	Iteration 36Q: 3 clusters Score -2613698 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -2613733.500000 Penalty: 4954.100098
	Iteration 37Q: 3 clusters Score -2613734 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -2613761.250000 Penalty: 4954.100098
	Iteration 38Q: 3 clusters Score -2613761 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -2613792.750000 Penalty: 4954.100098
	Iteration 39Q: 3 clusters Score -2613793 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 19517 members 
Entering Unmasked Estep 
Score: -2613811.250000 Penalty: 4954.100098
	Iteration 40F: 3 clusters Score -2613811 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -2613837.750000 Penalty: 4954.100098
	Iteration 41Q: 3 clusters Score -2613838 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -2613851.250000 Penalty: 4954.100098
	Iteration 42Q: 3 clusters Score -2613851 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -2613859.000000 Penalty: 4954.100098
	Iteration 43Q: 3 clusters Score -2613859 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -2613872.750000 Penalty: 4954.100098
	Iteration 44Q: 3 clusters Score -2613873 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
Score: -2613879.750000 Penalty: 4954.100098
	Iteration 45Q: 3 clusters Score -2613880 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -2613894.500000 Penalty: 4954.100098
	Iteration 46Q: 3 clusters Score -2613894 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -2613902.250000 Penalty: 4954.100098
	Iteration 47Q: 3 clusters Score -2613902 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -2613908.000000 Penalty: 4954.100098
	Iteration 48Q: 3 clusters Score -2613908 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -2613922.750000 Penalty: 4954.100098
	Iteration 49Q: 3 clusters Score -2613923 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -2613929.500000 Penalty: 4954.100098
	Iteration 50Q: 3 clusters Score -2613930 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -2613928.000000 Penalty: 4954.100098
	Iteration 51Q: 3 clusters Score -2613928 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -2613942.250000 Penalty: 4954.100098
	Iteration 52Q: 3 clusters Score -2613942 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -2613950.750000 Penalty: 4954.100098
	Iteration 53Q: 3 clusters Score -2613951 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -2613959.750000 Penalty: 4954.100098
	Iteration 54Q: 3 clusters Score -2613960 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -2613964.500000 Penalty: 4954.100098
	Iteration 55Q: 3 clusters Score -2613964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -2613968.500000 Penalty: 4954.100098
	Iteration 56Q: 3 clusters Score -2613968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -2613969.250000 Penalty: 4954.100098
	Iteration 57Q: 3 clusters Score -2613969 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -2613979.500000 Penalty: 4954.100098
	Iteration 58Q: 3 clusters Score -2613980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -2613980.500000 Penalty: 4954.100098
	Iteration 59Q: 3 clusters Score -2613980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -2613981.750000 Penalty: 4954.100098
	Iteration 60F: 3 clusters Score -2613982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -2613983.000000 Penalty: 4954.100098
	Iteration 61Q: 3 clusters Score -2613983 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -2613985.750000 Penalty: 4954.100098
	Iteration 62Q: 3 clusters Score -2613986 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -2613993.000000 Penalty: 4954.100098
	Iteration 63Q: 3 clusters Score -2613993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -2613993.750000 Penalty: 4954.100098
	Iteration 64Q: 3 clusters Score -2613994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -2614002.000000 Penalty: 4954.100098
	Iteration 65Q: 3 clusters Score -2614002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 20116 members 
Entering Unmasked Estep 
Score: -2614003.000000 Penalty: 4954.100098
	Iteration 66Q: 3 clusters Score -2614003 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -2614012.000000 Penalty: 4954.100098
	Iteration 67Q: 3 clusters Score -2614012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -2614017.500000 Penalty: 4954.100098
	Iteration 68Q: 3 clusters Score -2614018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -2614019.000000 Penalty: 4954.100098
	Iteration 69Q: 3 clusters Score -2614019 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -2614016.500000 Penalty: 4954.100098
	Iteration 70Q: 3 clusters Score -2614016 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -2614016.500000 Penalty: 4954.100098
	Iteration 71Q: 3 clusters Score -2614016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -2614025.000000 Penalty: 4954.100098
	Iteration 72Q: 3 clusters Score -2614025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -2614034.250000 Penalty: 4954.100098
	Iteration 73Q: 3 clusters Score -2614034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -2614036.250000 Penalty: 4954.100098
	Iteration 74Q: 3 clusters Score -2614036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -2614039.500000 Penalty: 4954.100098
	Iteration 75Q: 3 clusters Score -2614040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -2614040.250000 Penalty: 4954.100098
	Iteration 76Q: 3 clusters Score -2614040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -2614043.250000 Penalty: 4954.100098
	Iteration 77Q: 3 clusters Score -2614043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -2614046.500000 Penalty: 4954.100098
	Iteration 78Q: 3 clusters Score -2614046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -2614054.500000 Penalty: 4954.100098
	Iteration 79Q: 3 clusters Score -2614054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -2614054.500000 Penalty: 4954.100098
	Iteration 80F: 3 clusters Score -2614054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -2614054.750000 Penalty: 4954.100098
	Iteration 81Q: 3 clusters Score -2614055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -2614055.250000 Penalty: 4954.100098
	Iteration 82Q: 3 clusters Score -2614055 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -2614054.000000 Penalty: 4954.100098
	Iteration 83Q: 3 clusters Score -2614054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -2614060.250000 Penalty: 4954.100098
	Iteration 84Q: 3 clusters Score -2614060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -2614059.500000 Penalty: 4954.100098
	Iteration 85Q: 3 clusters Score -2614060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -2614058.500000 Penalty: 4954.100098
	Iteration 86Q: 3 clusters Score -2614058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -2614058.250000 Penalty: 4954.100098
	Iteration 87Q: 3 clusters Score -2614058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -2614058.000000 Penalty: 4954.100098
	Iteration 88Q: 3 clusters Score -2614058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -2614058.000000 Penalty: 4954.100098
	Iteration 89F: 3 clusters Score -2614058 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (1382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Entering Unmasked Estep 
Score: -160317.593750 Penalty: 1793.359131
	Iteration 0F: 2 clusters Score -160317.6 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 737 members 
Entering Unmasked Estep 
Score: -158124.375000 Penalty: 3586.718262
	Iteration 0F: 3 clusters Score -158124.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -158591.171875 Penalty: 3586.718262
	Iteration 1F: 3 clusters Score -158591.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -158773.921875 Penalty: 3586.718262
	Iteration 2F: 3 clusters Score -158773.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -158861.359375 Penalty: 3586.718262
	Iteration 3F: 3 clusters Score -158861.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -158929.250000 Penalty: 3586.718262
	Iteration 4Q: 3 clusters Score -158929.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -158977.468750 Penalty: 3586.718262
	Iteration 5Q: 3 clusters Score -158977.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -159015.328125 Penalty: 3586.718262
	Iteration 6Q: 3 clusters Score -159015.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -159044.312500 Penalty: 3586.718262
	Iteration 7Q: 3 clusters Score -159044.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -159068.484375 Penalty: 3586.718262
	Iteration 8Q: 3 clusters Score -159068.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -159081.640625 Penalty: 3586.718262
	Iteration 9Q: 3 clusters Score -159081.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -159089.296875 Penalty: 3586.718262
	Iteration 10Q: 3 clusters Score -159089.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -159098.515625 Penalty: 3586.718262
	Iteration 11Q: 3 clusters Score -159098.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -159101.843750 Penalty: 3586.718262
	Iteration 12Q: 3 clusters Score -159101.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -159113.359375 Penalty: 3586.718262
	Iteration 13Q: 3 clusters Score -159113.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -159122.656250 Penalty: 3586.718262
	Iteration 14Q: 3 clusters Score -159122.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -159130.937500 Penalty: 3586.718262
	Iteration 15Q: 3 clusters Score -159130.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -159133.828125 Penalty: 3586.718262
	Iteration 16Q: 3 clusters Score -159133.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -159134.296875 Penalty: 3586.718262
	Iteration 17Q: 3 clusters Score -159134.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -159134.296875 Penalty: 3586.718262
	Iteration 18F: 3 clusters Score -159134.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Entering Unmasked Estep 
Score: -117282.976562 Penalty: 1716.081665
	Iteration 0F: 2 clusters Score -117283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -115410.710938 Penalty: 3432.163330
	Iteration 0F: 3 clusters Score -115410.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -115820.648438 Penalty: 3432.163330
	Iteration 1F: 3 clusters Score -115820.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -115906.710938 Penalty: 3432.163330
	Iteration 2F: 3 clusters Score -115906.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -115944.507812 Penalty: 3432.163330
	Iteration 3Q: 3 clusters Score -115944.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -115976.976562 Penalty: 3432.163330
	Iteration 4Q: 3 clusters Score -115977 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -116002.765625 Penalty: 3432.163330
	Iteration 5Q: 3 clusters Score -116002.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -116026.304688 Penalty: 3432.163330
	Iteration 6Q: 3 clusters Score -116026.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -116044.906250 Penalty: 3432.163330
	Iteration 7Q: 3 clusters Score -116044.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -116061.523438 Penalty: 3432.163330
	Iteration 8Q: 3 clusters Score -116061.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -116073.585938 Penalty: 3432.163330
	Iteration 9Q: 3 clusters Score -116073.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -116080.359375 Penalty: 3432.163330
	Iteration 10Q: 3 clusters Score -116080.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -116086.117188 Penalty: 3432.163330
	Iteration 11Q: 3 clusters Score -116086.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -116089.570312 Penalty: 3432.163330
	Iteration 12Q: 3 clusters Score -116089.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -116091.054688 Penalty: 3432.163330
	Iteration 13Q: 3 clusters Score -116091.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -116091.054688 Penalty: 3432.163330
	Iteration 14F: 3 clusters Score -116091.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (172544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172544 members 
Entering Unmasked Estep 
Score: -21474804.000000 Penalty: 2990.485107
	Iteration 0F: 2 clusters Score -2.14748e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86187 members 
Mstep: Class 2 contains 86357 members 
Entering Unmasked Estep 
Score: -21361428.000000 Penalty: 5980.970215
	Iteration 0F: 3 clusters Score -2.136143e+07 nChanged 82816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85187 members 
Mstep: Class 2 contains 87357 members 
Entering Unmasked Estep 
Score: -21411340.000000 Penalty: 5980.970215
	Iteration 1F: 3 clusters Score -2.141134e+07 nChanged 6722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84391 members 
Mstep: Class 2 contains 88153 members 
Entering Unmasked Estep 
Score: -21413842.000000 Penalty: 5980.970215
	Iteration 2Q: 3 clusters Score -2.141384e+07 nChanged 7674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83519 members 
Mstep: Class 2 contains 89025 members 
Entering Unmasked Estep 
Score: -21417248.000000 Penalty: 5980.970215
	Iteration 3Q: 3 clusters Score -2.141725e+07 nChanged 8819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82598 members 
Mstep: Class 2 contains 89946 members 
Entering Unmasked Estep 
Score: -21421966.000000 Penalty: 5980.970215
	Iteration 4F: 3 clusters Score -2.142197e+07 nChanged 10194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81880 members 
Mstep: Class 2 contains 90664 members 
Entering Unmasked Estep 
Score: -21428594.000000 Penalty: 5980.970215
	Iteration 5F: 3 clusters Score -2.142859e+07 nChanged 11439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81579 members 
Mstep: Class 2 contains 90965 members 
Entering Unmasked Estep 
Score: -21436970.000000 Penalty: 5980.970215
	Iteration 6F: 3 clusters Score -2.143697e+07 nChanged 11591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81350 members 
Mstep: Class 2 contains 91194 members 
Entering Unmasked Estep 
Score: -21445218.000000 Penalty: 5980.970215
	Iteration 7F: 3 clusters Score -2.144522e+07 nChanged 9945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81113 members 
Mstep: Class 2 contains 91431 members 
Entering Unmasked Estep 
Score: -21450306.000000 Penalty: 5980.970215
	Iteration 8F: 3 clusters Score -2.145031e+07 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80769 members 
Mstep: Class 2 contains 91775 members 
Entering Unmasked Estep 
Score: -21452352.000000 Penalty: 5980.970215
	Iteration 9Q: 3 clusters Score -2.145235e+07 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80294 members 
Mstep: Class 2 contains 92250 members 
Entering Unmasked Estep 
Score: -21453128.000000 Penalty: 5980.970215
	Iteration 10Q: 3 clusters Score -2.145313e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79849 members 
Mstep: Class 2 contains 92695 members 
Entering Unmasked Estep 
Score: -21453508.000000 Penalty: 5980.970215
	Iteration 11Q: 3 clusters Score -2.145351e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79376 members 
Mstep: Class 2 contains 93168 members 
Entering Unmasked Estep 
Score: -21453722.000000 Penalty: 5980.970215
	Iteration 12Q: 3 clusters Score -2.145372e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78912 members 
Mstep: Class 2 contains 93632 members 
Entering Unmasked Estep 
Score: -21453808.000000 Penalty: 5980.970215
	Iteration 13Q: 3 clusters Score -2.145381e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78481 members 
Mstep: Class 2 contains 94063 members 
Entering Unmasked Estep 
Score: -21453858.000000 Penalty: 5980.970215
	Iteration 14Q: 3 clusters Score -2.145386e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78087 members 
Mstep: Class 2 contains 94457 members 
Entering Unmasked Estep 
Score: -21454122.000000 Penalty: 5980.970215
	Iteration 15Q: 3 clusters Score -2.145412e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77659 members 
Mstep: Class 2 contains 94885 members 
Entering Unmasked Estep 
Score: -21454172.000000 Penalty: 5980.970215
	Iteration 16Q: 3 clusters Score -2.145417e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77171 members 
Mstep: Class 2 contains 95373 members 
Entering Unmasked Estep 
Score: -21454342.000000 Penalty: 5980.970215
	Iteration 17Q: 3 clusters Score -2.145434e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76671 members 
Mstep: Class 2 contains 95873 members 
Entering Unmasked Estep 
Score: -21454448.000000 Penalty: 5980.970215
	Iteration 18Q: 3 clusters Score -2.145445e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76164 members 
Mstep: Class 2 contains 96380 members 
Entering Unmasked Estep 
Score: -21454532.000000 Penalty: 5980.970215
	Iteration 19Q: 3 clusters Score -2.145453e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75623 members 
Mstep: Class 2 contains 96921 members 
Entering Unmasked Estep 
Score: -21454562.000000 Penalty: 5980.970215
	Iteration 20F: 3 clusters Score -2.145456e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75064 members 
Mstep: Class 2 contains 97480 members 
Entering Unmasked Estep 
Score: -21454684.000000 Penalty: 5980.970215
	Iteration 21Q: 3 clusters Score -2.145468e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74512 members 
Mstep: Class 2 contains 98032 members 
Entering Unmasked Estep 
Score: -21454764.000000 Penalty: 5980.970215
	Iteration 22Q: 3 clusters Score -2.145476e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73963 members 
Mstep: Class 2 contains 98581 members 
Entering Unmasked Estep 
Score: -21454936.000000 Penalty: 5980.970215
	Iteration 23Q: 3 clusters Score -2.145494e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73371 members 
Mstep: Class 2 contains 99173 members 
Entering Unmasked Estep 
Score: -21455058.000000 Penalty: 5980.970215
	Iteration 24Q: 3 clusters Score -2.145506e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72740 members 
Mstep: Class 2 contains 99804 members 
Entering Unmasked Estep 
Score: -21455136.000000 Penalty: 5980.970215
	Iteration 25Q: 3 clusters Score -2.145514e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72086 members 
Mstep: Class 2 contains 100458 members 
Entering Unmasked Estep 
Score: -21455314.000000 Penalty: 5980.970215
	Iteration 26Q: 3 clusters Score -2.145531e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71351 members 
Mstep: Class 2 contains 101193 members 
Entering Unmasked Estep 
Score: -21455456.000000 Penalty: 5980.970215
	Iteration 27Q: 3 clusters Score -2.145546e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70586 members 
Mstep: Class 2 contains 101958 members 
Entering Unmasked Estep 
Score: -21455608.000000 Penalty: 5980.970215
	Iteration 28Q: 3 clusters Score -2.145561e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69833 members 
Mstep: Class 2 contains 102711 members 
Entering Unmasked Estep 
Score: -21455740.000000 Penalty: 5980.970215
	Iteration 29Q: 3 clusters Score -2.145574e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69038 members 
Mstep: Class 2 contains 103506 members 
Entering Unmasked Estep 
Score: -21455894.000000 Penalty: 5980.970215
	Iteration 30Q: 3 clusters Score -2.145589e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68214 members 
Mstep: Class 2 contains 104330 members 
Entering Unmasked Estep 
Score: -21455992.000000 Penalty: 5980.970215
	Iteration 31Q: 3 clusters Score -2.145599e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67340 members 
Mstep: Class 2 contains 105204 members 
Entering Unmasked Estep 
Score: -21456072.000000 Penalty: 5980.970215
	Iteration 32Q: 3 clusters Score -2.145607e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66422 members 
Mstep: Class 2 contains 106122 members 
Entering Unmasked Estep 
Score: -21456160.000000 Penalty: 5980.970215
	Iteration 33Q: 3 clusters Score -2.145616e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65466 members 
Mstep: Class 2 contains 107078 members 
Entering Unmasked Estep 
Score: -21456164.000000 Penalty: 5980.970215
	Iteration 34Q: 3 clusters Score -2.145616e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64442 members 
Mstep: Class 2 contains 108102 members 
Entering Unmasked Estep 
Score: -21456268.000000 Penalty: 5980.970215
	Iteration 35Q: 3 clusters Score -2.145627e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63355 members 
Mstep: Class 2 contains 109189 members 
Entering Unmasked Estep 
Score: -21456454.000000 Penalty: 5980.970215
	Iteration 36Q: 3 clusters Score -2.145645e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62242 members 
Mstep: Class 2 contains 110302 members 
Entering Unmasked Estep 
Score: -21456554.000000 Penalty: 5980.970215
	Iteration 37Q: 3 clusters Score -2.145655e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61028 members 
Mstep: Class 2 contains 111516 members 
Entering Unmasked Estep 
Score: -21456686.000000 Penalty: 5980.970215
	Iteration 38Q: 3 clusters Score -2.145669e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59780 members 
Mstep: Class 2 contains 112764 members 
Entering Unmasked Estep 
Score: -21456802.000000 Penalty: 5980.970215
	Iteration 39Q: 3 clusters Score -2.14568e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58511 members 
Mstep: Class 2 contains 114033 members 
Entering Unmasked Estep 
Score: -21456880.000000 Penalty: 5980.970215
	Iteration 40F: 3 clusters Score -2.145688e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57159 members 
Mstep: Class 2 contains 115385 members 
Entering Unmasked Estep 
Score: -21457082.000000 Penalty: 5980.970215
	Iteration 41Q: 3 clusters Score -2.145708e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55780 members 
Mstep: Class 2 contains 116764 members 
Entering Unmasked Estep 
Score: -21457134.000000 Penalty: 5980.970215
	Iteration 42Q: 3 clusters Score -2.145713e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54292 members 
Mstep: Class 2 contains 118252 members 
Entering Unmasked Estep 
Score: -21457322.000000 Penalty: 5980.970215
	Iteration 43Q: 3 clusters Score -2.145732e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52637 members 
Mstep: Class 2 contains 119907 members 
Entering Unmasked Estep 
Score: -21457692.000000 Penalty: 5980.970215
	Iteration 44Q: 3 clusters Score -2.145769e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50886 members 
Mstep: Class 2 contains 121658 members 
Entering Unmasked Estep 
Score: -21457846.000000 Penalty: 5980.970215
	Iteration 45Q: 3 clusters Score -2.145785e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49051 members 
Mstep: Class 2 contains 123493 members 
Entering Unmasked Estep 
Score: -21458136.000000 Penalty: 5980.970215
	Iteration 46Q: 3 clusters Score -2.145814e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47101 members 
Mstep: Class 2 contains 125443 members 
Entering Unmasked Estep 
Score: -21458408.000000 Penalty: 5980.970215
	Iteration 47Q: 3 clusters Score -2.145841e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45090 members 
Mstep: Class 2 contains 127454 members 
Entering Unmasked Estep 
Score: -21458716.000000 Penalty: 5980.970215
	Iteration 48Q: 3 clusters Score -2.145872e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42949 members 
Mstep: Class 2 contains 129595 members 
Entering Unmasked Estep 
Score: -21459278.000000 Penalty: 5980.970215
	Iteration 49Q: 3 clusters Score -2.145928e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 131955 members 
Entering Unmasked Estep 
Score: -21459842.000000 Penalty: 5980.970215
	Iteration 50Q: 3 clusters Score -2.145984e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Mstep: Class 2 contains 134447 members 
Entering Unmasked Estep 
Score: -21460386.000000 Penalty: 5980.970215
	Iteration 51Q: 3 clusters Score -2.146039e+07 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35463 members 
Mstep: Class 2 contains 137081 members 
Entering Unmasked Estep 
Score: -21460914.000000 Penalty: 5980.970215
	Iteration 52Q: 3 clusters Score -2.146091e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32667 members 
Mstep: Class 2 contains 139877 members 
Entering Unmasked Estep 
Score: -21461618.000000 Penalty: 5980.970215
	Iteration 53Q: 3 clusters Score -2.146162e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29871 members 
Mstep: Class 2 contains 142673 members 
Entering Unmasked Estep 
Score: -21462422.000000 Penalty: 5980.970215
	Iteration 54Q: 3 clusters Score -2.146242e+07 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 145575 members 
Entering Unmasked Estep 
Score: -21463312.000000 Penalty: 5980.970215
	Iteration 55Q: 3 clusters Score -2.146331e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24049 members 
Mstep: Class 2 contains 148495 members 
Entering Unmasked Estep 
Score: -21464336.000000 Penalty: 5980.970215
	Iteration 56Q: 3 clusters Score -2.146434e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 151270 members 
Entering Unmasked Estep 
Score: -21465270.000000 Penalty: 5980.970215
	Iteration 57Q: 3 clusters Score -2.146527e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 153897 members 
Entering Unmasked Estep 
Score: -21466190.000000 Penalty: 5980.970215
	Iteration 58Q: 3 clusters Score -2.146619e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 156323 members 
Entering Unmasked Estep 
Score: -21467040.000000 Penalty: 5980.970215
	Iteration 59Q: 3 clusters Score -2.146704e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 158611 members 
Entering Unmasked Estep 
Score: -21467724.000000 Penalty: 5980.970215
	Iteration 60F: 3 clusters Score -2.146772e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 160701 members 
Entering Unmasked Estep 
Score: -21468400.000000 Penalty: 5980.970215
	Iteration 61Q: 3 clusters Score -2.14684e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 162516 members 
Entering Unmasked Estep 
Score: -21469074.000000 Penalty: 5980.970215
	Iteration 62Q: 3 clusters Score -2.146907e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 164098 members 
Entering Unmasked Estep 
Score: -21469726.000000 Penalty: 5980.970215
	Iteration 63Q: 3 clusters Score -2.146973e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 165420 members 
Entering Unmasked Estep 
Score: -21470274.000000 Penalty: 5980.970215
	Iteration 64Q: 3 clusters Score -2.147027e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 166539 members 
Entering Unmasked Estep 
Score: -21470704.000000 Penalty: 5980.970215
	Iteration 65Q: 3 clusters Score -2.14707e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 167410 members 
Entering Unmasked Estep 
Score: -21471018.000000 Penalty: 5980.970215
	Iteration 66Q: 3 clusters Score -2.147102e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 168100 members 
Entering Unmasked Estep 
Score: -21471296.000000 Penalty: 5980.970215
	Iteration 67Q: 3 clusters Score -2.14713e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 168612 members 
Entering Unmasked Estep 
Score: -21471486.000000 Penalty: 5980.970215
	Iteration 68Q: 3 clusters Score -2.147149e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 169027 members 
Entering Unmasked Estep 
Score: -21471654.000000 Penalty: 5980.970215
	Iteration 69Q: 3 clusters Score -2.147165e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 169358 members 
Entering Unmasked Estep 
Score: -21471738.000000 Penalty: 5980.970215
	Iteration 70Q: 3 clusters Score -2.147174e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 169625 members 
Entering Unmasked Estep 
Score: -21471834.000000 Penalty: 5980.970215
	Iteration 71Q: 3 clusters Score -2.147183e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 169837 members 
Entering Unmasked Estep 
Score: -21471930.000000 Penalty: 5980.970215
	Iteration 72Q: 3 clusters Score -2.147193e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 170014 members 
Entering Unmasked Estep 
Score: -21471954.000000 Penalty: 5980.970215
	Iteration 73Q: 3 clusters Score -2.147195e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 170160 members 
Entering Unmasked Estep 
Score: -21472020.000000 Penalty: 5980.970215
	Iteration 74Q: 3 clusters Score -2.147202e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 170262 members 
Entering Unmasked Estep 
Score: -21472030.000000 Penalty: 5980.970215
	Iteration 75Q: 3 clusters Score -2.147203e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 170342 members 
Entering Unmasked Estep 
Score: -21472060.000000 Penalty: 5980.970215
	Iteration 76Q: 3 clusters Score -2.147206e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 170418 members 
Entering Unmasked Estep 
Score: -21472080.000000 Penalty: 5980.970215
	Iteration 77Q: 3 clusters Score -2.147208e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 170497 members 
Entering Unmasked Estep 
Score: -21472120.000000 Penalty: 5980.970215
	Iteration 78Q: 3 clusters Score -2.147212e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 170566 members 
Entering Unmasked Estep 
Score: -21472140.000000 Penalty: 5980.970215
	Iteration 79Q: 3 clusters Score -2.147214e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 170619 members 
Entering Unmasked Estep 
Score: -21472194.000000 Penalty: 5980.970215
	Iteration 80F: 3 clusters Score -2.147219e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 170683 members 
Entering Unmasked Estep 
Score: -21472210.000000 Penalty: 5980.970215
	Iteration 81Q: 3 clusters Score -2.147221e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 170741 members 
Entering Unmasked Estep 
Score: -21472222.000000 Penalty: 5980.970215
	Iteration 82Q: 3 clusters Score -2.147222e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 170791 members 
Entering Unmasked Estep 
Score: -21472302.000000 Penalty: 5980.970215
	Iteration 83Q: 3 clusters Score -2.14723e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 170838 members 
Entering Unmasked Estep 
Score: -21472268.000000 Penalty: 5980.970215
	Iteration 84Q: 3 clusters Score -2.147227e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 170869 members 
Entering Unmasked Estep 
Score: -21472304.000000 Penalty: 5980.970215
	Iteration 85Q: 3 clusters Score -2.14723e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 170889 members 
Entering Unmasked Estep 
Score: -21472314.000000 Penalty: 5980.970215
	Iteration 86Q: 3 clusters Score -2.147231e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 170905 members 
Entering Unmasked Estep 
Score: -21472338.000000 Penalty: 5980.970215
	Iteration 87Q: 3 clusters Score -2.147234e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 170918 members 
Entering Unmasked Estep 
Score: -21472324.000000 Penalty: 5980.970215
	Iteration 88Q: 3 clusters Score -2.147232e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 170931 members 
Entering Unmasked Estep 
Score: -21472324.000000 Penalty: 5980.970215
	Iteration 89Q: 3 clusters Score -2.147232e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 170940 members 
Entering Unmasked Estep 
Score: -21472334.000000 Penalty: 5980.970215
	Iteration 90Q: 3 clusters Score -2.147233e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 170950 members 
Entering Unmasked Estep 
Score: -21472340.000000 Penalty: 5980.970215
	Iteration 91Q: 3 clusters Score -2.147234e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 170959 members 
Entering Unmasked Estep 
Score: -21472348.000000 Penalty: 5980.970215
	Iteration 92Q: 3 clusters Score -2.147235e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 170965 members 
Entering Unmasked Estep 
Score: -21472358.000000 Penalty: 5980.970215
	Iteration 93Q: 3 clusters Score -2.147236e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 170975 members 
Entering Unmasked Estep 
Score: -21472362.000000 Penalty: 5980.970215
	Iteration 94Q: 3 clusters Score -2.147236e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 170981 members 
Entering Unmasked Estep 
Score: -21472364.000000 Penalty: 5980.970215
	Iteration 95Q: 3 clusters Score -2.147236e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 170987 members 
Entering Unmasked Estep 
Score: -21472384.000000 Penalty: 5980.970215
	Iteration 96Q: 3 clusters Score -2.147238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 170989 members 
Entering Unmasked Estep 
Score: -21472386.000000 Penalty: 5980.970215
	Iteration 97Q: 3 clusters Score -2.147239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 170992 members 
Entering Unmasked Estep 
Score: -21472394.000000 Penalty: 5980.970215
	Iteration 98Q: 3 clusters Score -2.147239e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 170999 members 
Entering Unmasked Estep 
Score: -21472376.000000 Penalty: 5980.970215
	Iteration 99Q: 3 clusters Score -2.147238e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 171009 members 
Entering Unmasked Estep 
Score: -21472366.000000 Penalty: 5980.970215
	Iteration 100F: 3 clusters Score -2.147237e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 171016 members 
Entering Unmasked Estep 
Score: -21472378.000000 Penalty: 5980.970215
	Iteration 101Q: 3 clusters Score -2.147238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 171018 members 
Entering Unmasked Estep 
Score: -21472384.000000 Penalty: 5980.970215
	Iteration 102Q: 3 clusters Score -2.147238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 171019 members 
Entering Unmasked Estep 
Score: -21472378.000000 Penalty: 5980.970215
	Iteration 103Q: 3 clusters Score -2.147238e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 171018 members 
Entering Unmasked Estep 
Score: -21472390.000000 Penalty: 5980.970215
	Iteration 104Q: 3 clusters Score -2.147239e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 171018 members 
Entering Unmasked Estep 
Score: -21472392.000000 Penalty: 5980.970215
	Iteration 105Q: 3 clusters Score -2.147239e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 171020 members 
Entering Unmasked Estep 
Score: -21472384.000000 Penalty: 5980.970215
	Iteration 106Q: 3 clusters Score -2.147238e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 171020 members 
Entering Unmasked Estep 
Score: -21472384.000000 Penalty: 5980.970215
	Iteration 107F: 3 clusters Score -2.147238e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (61611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61611 members 
Entering Unmasked Estep 
Score: -7779238.000000 Penalty: 2735.091797
	Iteration 0F: 2 clusters Score -7779238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30790 members 
Mstep: Class 2 contains 30821 members 
Entering Unmasked Estep 
Score: -7737670.000000 Penalty: 5470.183594
	Iteration 0F: 3 clusters Score -7737670 nChanged 28813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 31134 members 
Entering Unmasked Estep 
Score: -7753706.500000 Penalty: 5470.183594
	Iteration 1F: 3 clusters Score -7753706 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
Score: -7754227.500000 Penalty: 5470.183594
	Iteration 2Q: 3 clusters Score -7754228 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29665 members 
Mstep: Class 2 contains 31946 members 
Entering Unmasked Estep 
Score: -7754684.000000 Penalty: 5470.183594
	Iteration 3Q: 3 clusters Score -7754684 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 32680 members 
Entering Unmasked Estep 
Score: -7755350.500000 Penalty: 5470.183594
	Iteration 4Q: 3 clusters Score -7755350 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27898 members 
Mstep: Class 2 contains 33713 members 
Entering Unmasked Estep 
Score: -7756054.500000 Penalty: 5470.183594
	Iteration 5Q: 3 clusters Score -7756054 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 35148 members 
Entering Unmasked Estep 
Score: -7756976.500000 Penalty: 5470.183594
	Iteration 6Q: 3 clusters Score -7756976 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -7758229.000000 Penalty: 5470.183594
	Iteration 7Q: 3 clusters Score -7758229 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22142 members 
Mstep: Class 2 contains 39469 members 
Entering Unmasked Estep 
Score: -7759862.500000 Penalty: 5470.183594
	Iteration 8F: 3 clusters Score -7759862 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 42473 members 
Entering Unmasked Estep 
Score: -7761899.500000 Penalty: 5470.183594
	Iteration 9F: 3 clusters Score -7761900 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 46017 members 
Entering Unmasked Estep 
Score: -7764471.500000 Penalty: 5470.183594
	Iteration 10F: 3 clusters Score -7764472 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 49709 members 
Entering Unmasked Estep 
Score: -7767252.000000 Penalty: 5470.183594
	Iteration 11F: 3 clusters Score -7767252 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 53188 members 
Entering Unmasked Estep 
Score: -7770069.500000 Penalty: 5470.183594
	Iteration 12F: 3 clusters Score -7770070 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 56178 members 
Entering Unmasked Estep 
Score: -7772529.000000 Penalty: 5470.183594
	Iteration 13Q: 3 clusters Score -7772529 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 58351 members 
Entering Unmasked Estep 
Score: -7774364.500000 Penalty: 5470.183594
	Iteration 14Q: 3 clusters Score -7774364 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 59769 members 
Entering Unmasked Estep 
Score: -7775491.000000 Penalty: 5470.183594
	Iteration 15Q: 3 clusters Score -7775491 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 60505 members 
Entering Unmasked Estep 
Score: -7776090.500000 Penalty: 5470.183594
	Iteration 16Q: 3 clusters Score -7776090 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 60884 members 
Entering Unmasked Estep 
Score: -7776442.500000 Penalty: 5470.183594
	Iteration 17Q: 3 clusters Score -7776442 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 61071 members 
Entering Unmasked Estep 
Score: -7776621.000000 Penalty: 5470.183594
	Iteration 18Q: 3 clusters Score -7776621 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 61154 members 
Entering Unmasked Estep 
Score: -7776713.500000 Penalty: 5470.183594
	Iteration 19Q: 3 clusters Score -7776714 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 61208 members 
Entering Unmasked Estep 
Score: -7776765.500000 Penalty: 5470.183594
	Iteration 20F: 3 clusters Score -7776766 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 61225 members 
Entering Unmasked Estep 
Score: -7776793.000000 Penalty: 5470.183594
	Iteration 21Q: 3 clusters Score -7776793 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 61243 members 
Entering Unmasked Estep 
Score: -7776817.500000 Penalty: 5470.183594
	Iteration 22Q: 3 clusters Score -7776818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 61254 members 
Entering Unmasked Estep 
Score: -7776838.500000 Penalty: 5470.183594
	Iteration 23Q: 3 clusters Score -7776838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 61264 members 
Entering Unmasked Estep 
Score: -7776864.500000 Penalty: 5470.183594
	Iteration 24Q: 3 clusters Score -7776864 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 61276 members 
Entering Unmasked Estep 
Score: -7776894.500000 Penalty: 5470.183594
	Iteration 25Q: 3 clusters Score -7776894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 61284 members 
Entering Unmasked Estep 
Score: -7776918.500000 Penalty: 5470.183594
	Iteration 26Q: 3 clusters Score -7776918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 61290 members 
Entering Unmasked Estep 
Score: -7776923.000000 Penalty: 5470.183594
	Iteration 27Q: 3 clusters Score -7776923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 61295 members 
Entering Unmasked Estep 
Score: -7776931.500000 Penalty: 5470.183594
	Iteration 28Q: 3 clusters Score -7776932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 61297 members 
Entering Unmasked Estep 
Score: -7776940.500000 Penalty: 5470.183594
	Iteration 29Q: 3 clusters Score -7776940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 61302 members 
Entering Unmasked Estep 
Score: -7776948.000000 Penalty: 5470.183594
	Iteration 30Q: 3 clusters Score -7776948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 61304 members 
Entering Unmasked Estep 
Score: -7776948.000000 Penalty: 5470.183594
	Iteration 31Q: 3 clusters Score -7776948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 61304 members 
Entering Unmasked Estep 
Score: -7776948.000000 Penalty: 5470.183594
	Iteration 32F: 3 clusters Score -7776948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Entering Unmasked Estep 
Score: -283858.718750 Penalty: 1921.082520
	Iteration 0F: 2 clusters Score -283858.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -281014.218750 Penalty: 3842.165039
	Iteration 0F: 3 clusters Score -281014.2 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -281534.062500 Penalty: 3842.165039
	Iteration 1F: 3 clusters Score -281534.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -281678.500000 Penalty: 3842.165039
	Iteration 2F: 3 clusters Score -281678.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -281769.468750 Penalty: 3842.165039
	Iteration 3Q: 3 clusters Score -281769.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -281819.500000 Penalty: 3842.165039
	Iteration 4Q: 3 clusters Score -281819.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -281850.000000 Penalty: 3842.165039
	Iteration 5Q: 3 clusters Score -281850 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -281866.343750 Penalty: 3842.165039
	Iteration 6Q: 3 clusters Score -281866.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -281879.812500 Penalty: 3842.165039
	Iteration 7Q: 3 clusters Score -281879.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -281890.000000 Penalty: 3842.165039
	Iteration 8Q: 3 clusters Score -281890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -281896.906250 Penalty: 3842.165039
	Iteration 9Q: 3 clusters Score -281896.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -281898.875000 Penalty: 3842.165039
	Iteration 10Q: 3 clusters Score -281898.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -281901.812500 Penalty: 3842.165039
	Iteration 11Q: 3 clusters Score -281901.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -281903.312500 Penalty: 3842.165039
	Iteration 12Q: 3 clusters Score -281903.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -281905.312500 Penalty: 3842.165039
	Iteration 13Q: 3 clusters Score -281905.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -281908.062500 Penalty: 3842.165039
	Iteration 14Q: 3 clusters Score -281908.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -281911.937500 Penalty: 3842.165039
	Iteration 15Q: 3 clusters Score -281911.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -281919.093750 Penalty: 3842.165039
	Iteration 16Q: 3 clusters Score -281919.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -281926.375000 Penalty: 3842.165039
	Iteration 17Q: 3 clusters Score -281926.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -281929.031250 Penalty: 3842.165039
	Iteration 18Q: 3 clusters Score -281929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -281930.312500 Penalty: 3842.165039
	Iteration 19Q: 3 clusters Score -281930.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -281930.312500 Penalty: 3842.165039
	Iteration 20F: 3 clusters Score -281930.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43958 members 
Entering Unmasked Estep 
Score: -5558724.000000 Penalty: 2651.365479
	Iteration 0F: 2 clusters Score -5558724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -5528963.500000 Penalty: 5302.730957
	Iteration 0F: 3 clusters Score -5528964 nChanged 20254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -5540117.500000 Penalty: 5302.730957
	Iteration 1F: 3 clusters Score -5540118 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -5540619.500000 Penalty: 5302.730957
	Iteration 2Q: 3 clusters Score -5540620 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21254 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -5541037.500000 Penalty: 5302.730957
	Iteration 3Q: 3 clusters Score -5541038 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -5541441.000000 Penalty: 5302.730957
	Iteration 4Q: 3 clusters Score -5541441 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -5541907.000000 Penalty: 5302.730957
	Iteration 5Q: 3 clusters Score -5541907 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -5542496.000000 Penalty: 5302.730957
	Iteration 6Q: 3 clusters Score -5542496 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -5543252.000000 Penalty: 5302.730957
	Iteration 7Q: 3 clusters Score -5543252 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -5544339.500000 Penalty: 5302.730957
	Iteration 8Q: 3 clusters Score -5544340 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -5545944.500000 Penalty: 5302.730957
	Iteration 9F: 3 clusters Score -5545944 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -5547918.500000 Penalty: 5302.730957
	Iteration 10F: 3 clusters Score -5547918 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 33289 members 
Entering Unmasked Estep 
Score: -5550024.000000 Penalty: 5302.730957
	Iteration 11F: 3 clusters Score -5550024 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -5551798.000000 Penalty: 5302.730957
	Iteration 12Q: 3 clusters Score -5551798 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 36135 members 
Entering Unmasked Estep 
Score: -5553027.500000 Penalty: 5302.730957
	Iteration 13Q: 3 clusters Score -5553028 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -5553779.500000 Penalty: 5302.730957
	Iteration 14Q: 3 clusters Score -5553780 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 37771 members 
Entering Unmasked Estep 
Score: -5554310.000000 Penalty: 5302.730957
	Iteration 15Q: 3 clusters Score -5554310 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 38361 members 
Entering Unmasked Estep 
Score: -5554750.500000 Penalty: 5302.730957
	Iteration 16Q: 3 clusters Score -5554750 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 38849 members 
Entering Unmasked Estep 
Score: -5555087.500000 Penalty: 5302.730957
	Iteration 17Q: 3 clusters Score -5555088 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 39260 members 
Entering Unmasked Estep 
Score: -5555356.000000 Penalty: 5302.730957
	Iteration 18Q: 3 clusters Score -5555356 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 39601 members 
Entering Unmasked Estep 
Score: -5555571.500000 Penalty: 5302.730957
	Iteration 19Q: 3 clusters Score -5555572 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 39902 members 
Entering Unmasked Estep 
Score: -5555762.500000 Penalty: 5302.730957
	Iteration 20F: 3 clusters Score -5555762 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 40152 members 
Entering Unmasked Estep 
Score: -5555873.000000 Penalty: 5302.730957
	Iteration 21Q: 3 clusters Score -5555873 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 40363 members 
Entering Unmasked Estep 
Score: -5555980.500000 Penalty: 5302.730957
	Iteration 22Q: 3 clusters Score -5555980 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 40563 members 
Entering Unmasked Estep 
Score: -5556084.000000 Penalty: 5302.730957
	Iteration 23Q: 3 clusters Score -5556084 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 40731 members 
Entering Unmasked Estep 
Score: -5556162.500000 Penalty: 5302.730957
	Iteration 24Q: 3 clusters Score -5556162 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 40870 members 
Entering Unmasked Estep 
Score: -5556227.500000 Penalty: 5302.730957
	Iteration 25Q: 3 clusters Score -5556228 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 41004 members 
Entering Unmasked Estep 
Score: -5556297.500000 Penalty: 5302.730957
	Iteration 26Q: 3 clusters Score -5556298 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 41134 members 
Entering Unmasked Estep 
Score: -5556335.000000 Penalty: 5302.730957
	Iteration 27Q: 3 clusters Score -5556335 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 41246 members 
Entering Unmasked Estep 
Score: -5556378.500000 Penalty: 5302.730957
	Iteration 28Q: 3 clusters Score -5556378 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 41326 members 
Entering Unmasked Estep 
Score: -5556391.500000 Penalty: 5302.730957
	Iteration 29Q: 3 clusters Score -5556392 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 41395 members 
Entering Unmasked Estep 
Score: -5556408.500000 Penalty: 5302.730957
	Iteration 30Q: 3 clusters Score -5556408 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 41457 members 
Entering Unmasked Estep 
Score: -5556435.500000 Penalty: 5302.730957
	Iteration 31Q: 3 clusters Score -5556436 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 41517 members 
Entering Unmasked Estep 
Score: -5556441.000000 Penalty: 5302.730957
	Iteration 32Q: 3 clusters Score -5556441 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 41562 members 
Entering Unmasked Estep 
Score: -5556460.500000 Penalty: 5302.730957
	Iteration 33Q: 3 clusters Score -5556460 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 41605 members 
Entering Unmasked Estep 
Score: -5556466.500000 Penalty: 5302.730957
	Iteration 34Q: 3 clusters Score -5556466 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -5556476.000000 Penalty: 5302.730957
	Iteration 35Q: 3 clusters Score -5556476 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 41692 members 
Entering Unmasked Estep 
Score: -5556495.500000 Penalty: 5302.730957
	Iteration 36Q: 3 clusters Score -5556496 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 41729 members 
Entering Unmasked Estep 
Score: -5556500.500000 Penalty: 5302.730957
	Iteration 37Q: 3 clusters Score -5556500 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 41766 members 
Entering Unmasked Estep 
Score: -5556493.500000 Penalty: 5302.730957
	Iteration 38Q: 3 clusters Score -5556494 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 41791 members 
Entering Unmasked Estep 
Score: -5556502.500000 Penalty: 5302.730957
	Iteration 39Q: 3 clusters Score -5556502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 41807 members 
Entering Unmasked Estep 
Score: -5556505.500000 Penalty: 5302.730957
	Iteration 40F: 3 clusters Score -5556506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 41821 members 
Entering Unmasked Estep 
Score: -5556508.000000 Penalty: 5302.730957
	Iteration 41Q: 3 clusters Score -5556508 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 41839 members 
Entering Unmasked Estep 
Score: -5556509.500000 Penalty: 5302.730957
	Iteration 42Q: 3 clusters Score -5556510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 41851 members 
Entering Unmasked Estep 
Score: -5556514.000000 Penalty: 5302.730957
	Iteration 43Q: 3 clusters Score -5556514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 41856 members 
Entering Unmasked Estep 
Score: -5556517.500000 Penalty: 5302.730957
	Iteration 44Q: 3 clusters Score -5556518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 41863 members 
Entering Unmasked Estep 
Score: -5556521.000000 Penalty: 5302.730957
	Iteration 45Q: 3 clusters Score -5556521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 41866 members 
Entering Unmasked Estep 
Score: -5556519.000000 Penalty: 5302.730957
	Iteration 46Q: 3 clusters Score -5556519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 41868 members 
Entering Unmasked Estep 
Score: -5556517.000000 Penalty: 5302.730957
	Iteration 47Q: 3 clusters Score -5556517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 41871 members 
Entering Unmasked Estep 
Score: -5556518.500000 Penalty: 5302.730957
	Iteration 48Q: 3 clusters Score -5556518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 41872 members 
Entering Unmasked Estep 
Score: -5556521.500000 Penalty: 5302.730957
	Iteration 49Q: 3 clusters Score -5556522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 41875 members 
Entering Unmasked Estep 
Score: -5556516.500000 Penalty: 5302.730957
	Iteration 50Q: 3 clusters Score -5556516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 41883 members 
Entering Unmasked Estep 
Score: -5556524.000000 Penalty: 5302.730957
	Iteration 51Q: 3 clusters Score -5556524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 41888 members 
Entering Unmasked Estep 
Score: -5556522.500000 Penalty: 5302.730957
	Iteration 52Q: 3 clusters Score -5556522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 41894 members 
Entering Unmasked Estep 
Score: -5556522.500000 Penalty: 5302.730957
	Iteration 53Q: 3 clusters Score -5556522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 41896 members 
Entering Unmasked Estep 
Score: -5556522.500000 Penalty: 5302.730957
	Iteration 54Q: 3 clusters Score -5556522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 41897 members 
Entering Unmasked Estep 
Score: -5556523.000000 Penalty: 5302.730957
	Iteration 55Q: 3 clusters Score -5556523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 41899 members 
Entering Unmasked Estep 
Score: -5556517.500000 Penalty: 5302.730957
	Iteration 56Q: 3 clusters Score -5556518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 41900 members 
Entering Unmasked Estep 
Score: -5556521.000000 Penalty: 5302.730957
	Iteration 57Q: 3 clusters Score -5556521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 41901 members 
Entering Unmasked Estep 
Score: -5556521.000000 Penalty: 5302.730957
	Iteration 58Q: 3 clusters Score -5556521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 41903 members 
Entering Unmasked Estep 
Score: -5556519.000000 Penalty: 5302.730957
	Iteration 59Q: 3 clusters Score -5556519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 41904 members 
Entering Unmasked Estep 
Score: -5556521.500000 Penalty: 5302.730957
	Iteration 60F: 3 clusters Score -5556522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Entering Unmasked Estep 
Score: -657659.625000 Penalty: 2121.990479
	Iteration 0F: 2 clusters Score -657659.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -652984.562500 Penalty: 4243.980957
	Iteration 0F: 3 clusters Score -652984.6 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -654129.375000 Penalty: 4243.980957
	Iteration 1F: 3 clusters Score -654129.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -654364.625000 Penalty: 4243.980957
	Iteration 2F: 3 clusters Score -654364.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -654498.062500 Penalty: 4243.980957
	Iteration 3F: 3 clusters Score -654498.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -654580.437500 Penalty: 4243.980957
	Iteration 4Q: 3 clusters Score -654580.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -654646.812500 Penalty: 4243.980957
	Iteration 5Q: 3 clusters Score -654646.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -654695.812500 Penalty: 4243.980957
	Iteration 6Q: 3 clusters Score -654695.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -654732.937500 Penalty: 4243.980957
	Iteration 7Q: 3 clusters Score -654732.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -654764.125000 Penalty: 4243.980957
	Iteration 8Q: 3 clusters Score -654764.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -654793.875000 Penalty: 4243.980957
	Iteration 9Q: 3 clusters Score -654793.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -654821.312500 Penalty: 4243.980957
	Iteration 10Q: 3 clusters Score -654821.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -654836.750000 Penalty: 4243.980957
	Iteration 11Q: 3 clusters Score -654836.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -654853.625000 Penalty: 4243.980957
	Iteration 12Q: 3 clusters Score -654853.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -654869.125000 Penalty: 4243.980957
	Iteration 13Q: 3 clusters Score -654869.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -654888.625000 Penalty: 4243.980957
	Iteration 14Q: 3 clusters Score -654888.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -654911.062500 Penalty: 4243.980957
	Iteration 15Q: 3 clusters Score -654911.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -654927.937500 Penalty: 4243.980957
	Iteration 16Q: 3 clusters Score -654927.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -654943.250000 Penalty: 4243.980957
	Iteration 17Q: 3 clusters Score -654943.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -654957.562500 Penalty: 4243.980957
	Iteration 18Q: 3 clusters Score -654957.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -654974.750000 Penalty: 4243.980957
	Iteration 19Q: 3 clusters Score -654974.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -654991.812500 Penalty: 4243.980957
	Iteration 20F: 3 clusters Score -654991.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -655010.625000 Penalty: 4243.980957
	Iteration 21Q: 3 clusters Score -655010.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -655030.312500 Penalty: 4243.980957
	Iteration 22Q: 3 clusters Score -655030.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -655054.250000 Penalty: 4243.980957
	Iteration 23Q: 3 clusters Score -655054.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -655078.625000 Penalty: 4243.980957
	Iteration 24Q: 3 clusters Score -655078.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -655099.875000 Penalty: 4243.980957
	Iteration 25Q: 3 clusters Score -655099.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -655115.750000 Penalty: 4243.980957
	Iteration 26Q: 3 clusters Score -655115.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -655128.312500 Penalty: 4243.980957
	Iteration 27Q: 3 clusters Score -655128.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -655147.062500 Penalty: 4243.980957
	Iteration 28Q: 3 clusters Score -655147.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -655166.000000 Penalty: 4243.980957
	Iteration 29Q: 3 clusters Score -655166 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -655191.187500 Penalty: 4243.980957
	Iteration 30Q: 3 clusters Score -655191.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -655223.375000 Penalty: 4243.980957
	Iteration 31Q: 3 clusters Score -655223.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -655255.812500 Penalty: 4243.980957
	Iteration 32Q: 3 clusters Score -655255.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -655291.562500 Penalty: 4243.980957
	Iteration 33Q: 3 clusters Score -655291.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -655332.625000 Penalty: 4243.980957
	Iteration 34Q: 3 clusters Score -655332.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -655375.062500 Penalty: 4243.980957
	Iteration 35Q: 3 clusters Score -655375.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -655403.437500 Penalty: 4243.980957
	Iteration 36Q: 3 clusters Score -655403.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -655420.875000 Penalty: 4243.980957
	Iteration 37Q: 3 clusters Score -655420.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -655440.375000 Penalty: 4243.980957
	Iteration 38Q: 3 clusters Score -655440.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -655459.250000 Penalty: 4243.980957
	Iteration 39Q: 3 clusters Score -655459.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -655474.187500 Penalty: 4243.980957
	Iteration 40F: 3 clusters Score -655474.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -655480.437500 Penalty: 4243.980957
	Iteration 41Q: 3 clusters Score -655480.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -655485.000000 Penalty: 4243.980957
	Iteration 42Q: 3 clusters Score -655485 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -655490.062500 Penalty: 4243.980957
	Iteration 43Q: 3 clusters Score -655490.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -655494.437500 Penalty: 4243.980957
	Iteration 44Q: 3 clusters Score -655494.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -655500.000000 Penalty: 4243.980957
	Iteration 45Q: 3 clusters Score -655500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -655504.625000 Penalty: 4243.980957
	Iteration 46Q: 3 clusters Score -655504.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -655513.375000 Penalty: 4243.980957
	Iteration 47Q: 3 clusters Score -655513.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -655525.375000 Penalty: 4243.980957
	Iteration 48Q: 3 clusters Score -655525.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -655534.500000 Penalty: 4243.980957
	Iteration 49Q: 3 clusters Score -655534.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -655544.937500 Penalty: 4243.980957
	Iteration 50Q: 3 clusters Score -655544.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -655553.437500 Penalty: 4243.980957
	Iteration 51Q: 3 clusters Score -655553.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -655561.312500 Penalty: 4243.980957
	Iteration 52Q: 3 clusters Score -655561.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -655565.000000 Penalty: 4243.980957
	Iteration 53Q: 3 clusters Score -655565 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -655568.875000 Penalty: 4243.980957
	Iteration 54Q: 3 clusters Score -655568.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -655574.062500 Penalty: 4243.980957
	Iteration 55Q: 3 clusters Score -655574.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -655580.062500 Penalty: 4243.980957
	Iteration 56Q: 3 clusters Score -655580.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -655585.000000 Penalty: 4243.980957
	Iteration 57Q: 3 clusters Score -655585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -655588.250000 Penalty: 4243.980957
	Iteration 58Q: 3 clusters Score -655588.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -655593.625000 Penalty: 4243.980957
	Iteration 59Q: 3 clusters Score -655593.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -655600.062500 Penalty: 4243.980957
	Iteration 60F: 3 clusters Score -655600.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -655610.250000 Penalty: 4243.980957
	Iteration 61Q: 3 clusters Score -655610.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -655619.500000 Penalty: 4243.980957
	Iteration 62Q: 3 clusters Score -655619.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -655635.062500 Penalty: 4243.980957
	Iteration 63Q: 3 clusters Score -655635.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -655648.625000 Penalty: 4243.980957
	Iteration 64Q: 3 clusters Score -655648.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -655659.250000 Penalty: 4243.980957
	Iteration 65Q: 3 clusters Score -655659.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -655666.500000 Penalty: 4243.980957
	Iteration 66Q: 3 clusters Score -655666.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -655675.250000 Penalty: 4243.980957
	Iteration 67Q: 3 clusters Score -655675.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -655685.562500 Penalty: 4243.980957
	Iteration 68Q: 3 clusters Score -655685.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -655695.812500 Penalty: 4243.980957
	Iteration 69Q: 3 clusters Score -655695.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -655709.125000 Penalty: 4243.980957
	Iteration 70Q: 3 clusters Score -655709.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -655723.625000 Penalty: 4243.980957
	Iteration 71Q: 3 clusters Score -655723.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -655733.625000 Penalty: 4243.980957
	Iteration 72Q: 3 clusters Score -655733.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -655744.500000 Penalty: 4243.980957
	Iteration 73Q: 3 clusters Score -655744.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -655757.312500 Penalty: 4243.980957
	Iteration 74Q: 3 clusters Score -655757.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -655770.625000 Penalty: 4243.980957
	Iteration 75Q: 3 clusters Score -655770.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -655781.375000 Penalty: 4243.980957
	Iteration 76Q: 3 clusters Score -655781.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -655793.000000 Penalty: 4243.980957
	Iteration 77Q: 3 clusters Score -655793 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -655800.312500 Penalty: 4243.980957
	Iteration 78Q: 3 clusters Score -655800.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -655808.312500 Penalty: 4243.980957
	Iteration 79Q: 3 clusters Score -655808.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -655816.437500 Penalty: 4243.980957
	Iteration 80F: 3 clusters Score -655816.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -655820.500000 Penalty: 4243.980957
	Iteration 81Q: 3 clusters Score -655820.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -655826.937500 Penalty: 4243.980957
	Iteration 82Q: 3 clusters Score -655826.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -655831.937500 Penalty: 4243.980957
	Iteration 83Q: 3 clusters Score -655831.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -655834.250000 Penalty: 4243.980957
	Iteration 84Q: 3 clusters Score -655834.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -655836.312500 Penalty: 4243.980957
	Iteration 85Q: 3 clusters Score -655836.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -655836.437500 Penalty: 4243.980957
	Iteration 86Q: 3 clusters Score -655836.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -655837.687500 Penalty: 4243.980957
	Iteration 87Q: 3 clusters Score -655837.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -655842.437500 Penalty: 4243.980957
	Iteration 88Q: 3 clusters Score -655842.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -655844.062500 Penalty: 4243.980957
	Iteration 89Q: 3 clusters Score -655844.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -655850.625000 Penalty: 4243.980957
	Iteration 90Q: 3 clusters Score -655850.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -655858.625000 Penalty: 4243.980957
	Iteration 91Q: 3 clusters Score -655858.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -655866.812500 Penalty: 4243.980957
	Iteration 92Q: 3 clusters Score -655866.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -655879.375000 Penalty: 4243.980957
	Iteration 93Q: 3 clusters Score -655879.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -655889.437500 Penalty: 4243.980957
	Iteration 94Q: 3 clusters Score -655889.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -655898.875000 Penalty: 4243.980957
	Iteration 95Q: 3 clusters Score -655898.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -655909.687500 Penalty: 4243.980957
	Iteration 96Q: 3 clusters Score -655909.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -655918.125000 Penalty: 4243.980957
	Iteration 97Q: 3 clusters Score -655918.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -655927.125000 Penalty: 4243.980957
	Iteration 98Q: 3 clusters Score -655927.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -655933.687500 Penalty: 4243.980957
	Iteration 99Q: 3 clusters Score -655933.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -655940.812500 Penalty: 4243.980957
	Iteration 100F: 3 clusters Score -655940.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -655946.937500 Penalty: 4243.980957
	Iteration 101Q: 3 clusters Score -655946.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -655951.187500 Penalty: 4243.980957
	Iteration 102Q: 3 clusters Score -655951.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -655954.312500 Penalty: 4243.980957
	Iteration 103Q: 3 clusters Score -655954.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -655957.687500 Penalty: 4243.980957
	Iteration 104Q: 3 clusters Score -655957.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -655963.875000 Penalty: 4243.980957
	Iteration 105Q: 3 clusters Score -655963.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -655967.250000 Penalty: 4243.980957
	Iteration 106Q: 3 clusters Score -655967.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -655969.312500 Penalty: 4243.980957
	Iteration 107Q: 3 clusters Score -655969.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -655973.875000 Penalty: 4243.980957
	Iteration 108Q: 3 clusters Score -655973.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -655977.062500 Penalty: 4243.980957
	Iteration 109Q: 3 clusters Score -655977.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -655978.812500 Penalty: 4243.980957
	Iteration 110Q: 3 clusters Score -655978.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -655982.625000 Penalty: 4243.980957
	Iteration 111Q: 3 clusters Score -655982.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -655983.625000 Penalty: 4243.980957
	Iteration 112Q: 3 clusters Score -655983.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -655985.750000 Penalty: 4243.980957
	Iteration 113Q: 3 clusters Score -655985.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -655986.062500 Penalty: 4243.980957
	Iteration 114Q: 3 clusters Score -655986.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -655986.562500 Penalty: 4243.980957
	Iteration 115Q: 3 clusters Score -655986.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -655986.562500 Penalty: 4243.980957
	Iteration 116F: 3 clusters Score -655986.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (33369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33369 members 
Entering Unmasked Estep 
Score: -4187452.250000 Penalty: 2583.014893
	Iteration 0F: 2 clusters Score -4187452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 16576 members 
Entering Unmasked Estep 
Score: -4164878.250000 Penalty: 5166.029785
	Iteration 0F: 3 clusters Score -4164878 nChanged 15009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -4173017.250000 Penalty: 5166.029785
	Iteration 1F: 3 clusters Score -4173017 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -4173445.250000 Penalty: 5166.029785
	Iteration 2Q: 3 clusters Score -4173445 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -4173841.500000 Penalty: 5166.029785
	Iteration 3Q: 3 clusters Score -4173842 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -4174256.500000 Penalty: 5166.029785
	Iteration 4Q: 3 clusters Score -4174256 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -4174765.750000 Penalty: 5166.029785
	Iteration 5Q: 3 clusters Score -4174766 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -4175377.250000 Penalty: 5166.029785
	Iteration 6Q: 3 clusters Score -4175377 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21522 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -4176231.500000 Penalty: 5166.029785
	Iteration 7Q: 3 clusters Score -4176232 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -4177410.000000 Penalty: 5166.029785
	Iteration 8F: 3 clusters Score -4177410 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -4178917.500000 Penalty: 5166.029785
	Iteration 9F: 3 clusters Score -4178918 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -4180446.500000 Penalty: 5166.029785
	Iteration 10F: 3 clusters Score -4180446 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28596 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -4181869.500000 Penalty: 5166.029785
	Iteration 11F: 3 clusters Score -4181870 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -4183056.000000 Penalty: 5166.029785
	Iteration 12Q: 3 clusters Score -4183056 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -4183864.000000 Penalty: 5166.029785
	Iteration 13Q: 3 clusters Score -4183864 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31543 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -4184362.000000 Penalty: 5166.029785
	Iteration 14Q: 3 clusters Score -4184362 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31939 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -4184698.500000 Penalty: 5166.029785
	Iteration 15Q: 3 clusters Score -4184698 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32166 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -4184939.250000 Penalty: 5166.029785
	Iteration 16Q: 3 clusters Score -4184939 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32309 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -4185099.000000 Penalty: 5166.029785
	Iteration 17Q: 3 clusters Score -4185099 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32403 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -4185198.500000 Penalty: 5166.029785
	Iteration 18Q: 3 clusters Score -4185198 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32459 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -4185264.250000 Penalty: 5166.029785
	Iteration 19Q: 3 clusters Score -4185264 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -4185295.000000 Penalty: 5166.029785
	Iteration 20F: 3 clusters Score -4185295 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -4185323.750000 Penalty: 5166.029785
	Iteration 21Q: 3 clusters Score -4185324 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32535 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -4185353.500000 Penalty: 5166.029785
	Iteration 22Q: 3 clusters Score -4185354 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32557 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -4185381.000000 Penalty: 5166.029785
	Iteration 23Q: 3 clusters Score -4185381 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4185393.250000 Penalty: 5166.029785
	Iteration 24Q: 3 clusters Score -4185393 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -4185397.500000 Penalty: 5166.029785
	Iteration 25Q: 3 clusters Score -4185398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32580 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -4185401.750000 Penalty: 5166.029785
	Iteration 26Q: 3 clusters Score -4185402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -4185405.000000 Penalty: 5166.029785
	Iteration 27Q: 3 clusters Score -4185405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -4185405.750000 Penalty: 5166.029785
	Iteration 28Q: 3 clusters Score -4185406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32600 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -4185416.250000 Penalty: 5166.029785
	Iteration 29Q: 3 clusters Score -4185416 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -4185420.750000 Penalty: 5166.029785
	Iteration 30Q: 3 clusters Score -4185421 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -4185421.500000 Penalty: 5166.029785
	Iteration 31Q: 3 clusters Score -4185422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32610 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -4185424.250000 Penalty: 5166.029785
	Iteration 32Q: 3 clusters Score -4185424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4185423.750000 Penalty: 5166.029785
	Iteration 33Q: 3 clusters Score -4185424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -4185423.750000 Penalty: 5166.029785
	Iteration 34F: 3 clusters Score -4185424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Entering Unmasked Estep 
Score: -292874.343750 Penalty: 1931.989990
	Iteration 0F: 2 clusters Score -292874.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -290000.812500 Penalty: 3863.979980
	Iteration 0F: 3 clusters Score -290000.8 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -290550.531250 Penalty: 3863.979980
	Iteration 1F: 3 clusters Score -290550.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -290688.437500 Penalty: 3863.979980
	Iteration 2F: 3 clusters Score -290688.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -290748.906250 Penalty: 3863.979980
	Iteration 3Q: 3 clusters Score -290748.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -290787.875000 Penalty: 3863.979980
	Iteration 4Q: 3 clusters Score -290787.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -290818.468750 Penalty: 3863.979980
	Iteration 5Q: 3 clusters Score -290818.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -290846.656250 Penalty: 3863.979980
	Iteration 6Q: 3 clusters Score -290846.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -290862.093750 Penalty: 3863.979980
	Iteration 7Q: 3 clusters Score -290862.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -290873.281250 Penalty: 3863.979980
	Iteration 8Q: 3 clusters Score -290873.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -290888.250000 Penalty: 3863.979980
	Iteration 9Q: 3 clusters Score -290888.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -290897.531250 Penalty: 3863.979980
	Iteration 10Q: 3 clusters Score -290897.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -290907.968750 Penalty: 3863.979980
	Iteration 11Q: 3 clusters Score -290908 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -290915.875000 Penalty: 3863.979980
	Iteration 12Q: 3 clusters Score -290915.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -290921.437500 Penalty: 3863.979980
	Iteration 13Q: 3 clusters Score -290921.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -290929.250000 Penalty: 3863.979980
	Iteration 14Q: 3 clusters Score -290929.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -290933.968750 Penalty: 3863.979980
	Iteration 15Q: 3 clusters Score -290934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -290938.593750 Penalty: 3863.979980
	Iteration 16Q: 3 clusters Score -290938.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -290944.687500 Penalty: 3863.979980
	Iteration 17Q: 3 clusters Score -290944.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -290947.281250 Penalty: 3863.979980
	Iteration 18Q: 3 clusters Score -290947.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -290948.031250 Penalty: 3863.979980
	Iteration 19Q: 3 clusters Score -290948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -290948.812500 Penalty: 3863.979980
	Iteration 20F: 3 clusters Score -290948.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -290950.125000 Penalty: 3863.979980
	Iteration 21Q: 3 clusters Score -290950.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -290951.875000 Penalty: 3863.979980
	Iteration 22Q: 3 clusters Score -290951.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -290954.406250 Penalty: 3863.979980
	Iteration 23Q: 3 clusters Score -290954.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -290955.406250 Penalty: 3863.979980
	Iteration 24Q: 3 clusters Score -290955.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -290957.906250 Penalty: 3863.979980
	Iteration 25Q: 3 clusters Score -290957.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -290961.750000 Penalty: 3863.979980
	Iteration 26Q: 3 clusters Score -290961.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -290963.750000 Penalty: 3863.979980
	Iteration 27Q: 3 clusters Score -290963.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -290966.500000 Penalty: 3863.979980
	Iteration 28Q: 3 clusters Score -290966.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -290968.656250 Penalty: 3863.979980
	Iteration 29Q: 3 clusters Score -290968.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -290971.156250 Penalty: 3863.979980
	Iteration 30Q: 3 clusters Score -290971.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -290973.625000 Penalty: 3863.979980
	Iteration 31Q: 3 clusters Score -290973.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -290974.843750 Penalty: 3863.979980
	Iteration 32Q: 3 clusters Score -290974.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -290975.250000 Penalty: 3863.979980
	Iteration 33Q: 3 clusters Score -290975.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -290975.250000 Penalty: 3863.979980
	Iteration 34F: 3 clusters Score -290975.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Entering Unmasked Estep 
Score: -1768508.375000 Penalty: 2371.179688
	Iteration 0F: 2 clusters Score -1768508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1758224.375000 Penalty: 4742.359375
	Iteration 0F: 3 clusters Score -1758224 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1761547.500000 Penalty: 4742.359375
	Iteration 1F: 3 clusters Score -1761548 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1762011.750000 Penalty: 4742.359375
	Iteration 2F: 3 clusters Score -1762012 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1762505.875000 Penalty: 4742.359375
	Iteration 3F: 3 clusters Score -1762506 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1763038.125000 Penalty: 4742.359375
	Iteration 4F: 3 clusters Score -1763038 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1763633.875000 Penalty: 4742.359375
	Iteration 5F: 3 clusters Score -1763634 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1764307.250000 Penalty: 4742.359375
	Iteration 6F: 3 clusters Score -1764307 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1765015.125000 Penalty: 4742.359375
	Iteration 7F: 3 clusters Score -1765015 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1765587.875000 Penalty: 4742.359375
	Iteration 8Q: 3 clusters Score -1765588 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1765992.125000 Penalty: 4742.359375
	Iteration 9Q: 3 clusters Score -1765992 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1766207.750000 Penalty: 4742.359375
	Iteration 10Q: 3 clusters Score -1766208 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1766321.625000 Penalty: 4742.359375
	Iteration 11Q: 3 clusters Score -1766322 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1766399.125000 Penalty: 4742.359375
	Iteration 12Q: 3 clusters Score -1766399 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1766453.500000 Penalty: 4742.359375
	Iteration 13Q: 3 clusters Score -1766454 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1766481.125000 Penalty: 4742.359375
	Iteration 14Q: 3 clusters Score -1766481 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1766493.875000 Penalty: 4742.359375
	Iteration 15Q: 3 clusters Score -1766494 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1766505.500000 Penalty: 4742.359375
	Iteration 16Q: 3 clusters Score -1766506 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1766512.000000 Penalty: 4742.359375
	Iteration 17Q: 3 clusters Score -1766512 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -1766519.000000 Penalty: 4742.359375
	Iteration 18Q: 3 clusters Score -1766519 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1766528.250000 Penalty: 4742.359375
	Iteration 19Q: 3 clusters Score -1766528 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1766533.250000 Penalty: 4742.359375
	Iteration 20F: 3 clusters Score -1766533 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1766532.500000 Penalty: 4742.359375
	Iteration 21Q: 3 clusters Score -1766532 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1766537.250000 Penalty: 4742.359375
	Iteration 22Q: 3 clusters Score -1766537 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1766547.500000 Penalty: 4742.359375
	Iteration 23Q: 3 clusters Score -1766548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1766543.500000 Penalty: 4742.359375
	Iteration 24Q: 3 clusters Score -1766544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1766544.750000 Penalty: 4742.359375
	Iteration 25Q: 3 clusters Score -1766545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1766547.000000 Penalty: 4742.359375
	Iteration 26Q: 3 clusters Score -1766547 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1766547.375000 Penalty: 4742.359375
	Iteration 27Q: 3 clusters Score -1766547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1766548.000000 Penalty: 4742.359375
	Iteration 28Q: 3 clusters Score -1766548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1766546.125000 Penalty: 4742.359375
	Iteration 29Q: 3 clusters Score -1766546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1766547.000000 Penalty: 4742.359375
	Iteration 30Q: 3 clusters Score -1766547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1766549.375000 Penalty: 4742.359375
	Iteration 31Q: 3 clusters Score -1766549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1766549.500000 Penalty: 4742.359375
	Iteration 32Q: 3 clusters Score -1766550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -1766549.625000 Penalty: 4742.359375
	Iteration 33Q: 3 clusters Score -1766550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1766550.625000 Penalty: 4742.359375
	Iteration 34Q: 3 clusters Score -1766551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1766547.875000 Penalty: 4742.359375
	Iteration 35Q: 3 clusters Score -1766548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1766554.000000 Penalty: 4742.359375
	Iteration 36Q: 3 clusters Score -1766554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1766555.750000 Penalty: 4742.359375
	Iteration 37Q: 3 clusters Score -1766556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1766555.750000 Penalty: 4742.359375
	Iteration 38Q: 3 clusters Score -1766556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1766555.750000 Penalty: 4742.359375
	Iteration 39F: 3 clusters Score -1766556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Entering Unmasked Estep 
Score: -261781.703125 Penalty: 1906.395996
	Iteration 0F: 2 clusters Score -261781.7 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 1102 members 
Entering Unmasked Estep 
Score: -259041.234375 Penalty: 3812.791992
	Iteration 0F: 3 clusters Score -259041.2 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -259551.687500 Penalty: 3812.791992
	Iteration 1F: 3 clusters Score -259551.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -259681.968750 Penalty: 3812.791992
	Iteration 2F: 3 clusters Score -259682 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -259740.296875 Penalty: 3812.791992
	Iteration 3Q: 3 clusters Score -259740.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -259770.171875 Penalty: 3812.791992
	Iteration 4Q: 3 clusters Score -259770.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -259786.328125 Penalty: 3812.791992
	Iteration 5Q: 3 clusters Score -259786.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -259802.890625 Penalty: 3812.791992
	Iteration 6Q: 3 clusters Score -259802.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -259817.281250 Penalty: 3812.791992
	Iteration 7Q: 3 clusters Score -259817.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -259825.546875 Penalty: 3812.791992
	Iteration 8Q: 3 clusters Score -259825.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -259835.937500 Penalty: 3812.791992
	Iteration 9Q: 3 clusters Score -259835.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -259842.562500 Penalty: 3812.791992
	Iteration 10Q: 3 clusters Score -259842.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -259846.875000 Penalty: 3812.791992
	Iteration 11Q: 3 clusters Score -259846.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -259849.015625 Penalty: 3812.791992
	Iteration 12Q: 3 clusters Score -259849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -259856.031250 Penalty: 3812.791992
	Iteration 13Q: 3 clusters Score -259856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -259861.953125 Penalty: 3812.791992
	Iteration 14Q: 3 clusters Score -259862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -259865.734375 Penalty: 3812.791992
	Iteration 15Q: 3 clusters Score -259865.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -259867.546875 Penalty: 3812.791992
	Iteration 16Q: 3 clusters Score -259867.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -259870.906250 Penalty: 3812.791992
	Iteration 17Q: 3 clusters Score -259870.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -259872.781250 Penalty: 3812.791992
	Iteration 18Q: 3 clusters Score -259872.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -259876.890625 Penalty: 3812.791992
	Iteration 19Q: 3 clusters Score -259876.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -259881.312500 Penalty: 3812.791992
	Iteration 20F: 3 clusters Score -259881.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -259883.593750 Penalty: 3812.791992
	Iteration 21Q: 3 clusters Score -259883.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -259885.531250 Penalty: 3812.791992
	Iteration 22Q: 3 clusters Score -259885.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -259886.875000 Penalty: 3812.791992
	Iteration 23Q: 3 clusters Score -259886.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -259888.078125 Penalty: 3812.791992
	Iteration 24Q: 3 clusters Score -259888.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -259888.718750 Penalty: 3812.791992
	Iteration 25Q: 3 clusters Score -259888.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -259888.718750 Penalty: 3812.791992
	Iteration 26F: 3 clusters Score -259888.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Entering Unmasked Estep 
Score: -243531.625000 Penalty: 1910.681519
	Iteration 0F: 2 clusters Score -243531.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -240872.984375 Penalty: 3821.363037
	Iteration 0F: 3 clusters Score -240873 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -241419.046875 Penalty: 3821.363037
	Iteration 1F: 3 clusters Score -241419 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -241559.968750 Penalty: 3821.363037
	Iteration 2F: 3 clusters Score -241560 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -241689.828125 Penalty: 3821.363037
	Iteration 3F: 3 clusters Score -241689.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -241853.718750 Penalty: 3821.363037
	Iteration 4Q: 3 clusters Score -241853.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -242068.640625 Penalty: 3821.363037
	Iteration 5F: 3 clusters Score -242068.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -242414.671875 Penalty: 3821.363037
	Iteration 6F: 3 clusters Score -242414.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -242583.250000 Penalty: 3821.363037
	Iteration 7F: 3 clusters Score -242583.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -242733.265625 Penalty: 3821.363037
	Iteration 8Q: 3 clusters Score -242733.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -242834.062500 Penalty: 3821.363037
	Iteration 9Q: 3 clusters Score -242834.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -242903.562500 Penalty: 3821.363037
	Iteration 10Q: 3 clusters Score -242903.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -242945.031250 Penalty: 3821.363037
	Iteration 11Q: 3 clusters Score -242945 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -242976.703125 Penalty: 3821.363037
	Iteration 12Q: 3 clusters Score -242976.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -243016.890625 Penalty: 3821.363037
	Iteration 13Q: 3 clusters Score -243016.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -243052.750000 Penalty: 3821.363037
	Iteration 14Q: 3 clusters Score -243052.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -243084.546875 Penalty: 3821.363037
	Iteration 15Q: 3 clusters Score -243084.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -243119.671875 Penalty: 3821.363037
	Iteration 16Q: 3 clusters Score -243119.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -243143.796875 Penalty: 3821.363037
	Iteration 17Q: 3 clusters Score -243143.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -243160.468750 Penalty: 3821.363037
	Iteration 18Q: 3 clusters Score -243160.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -243168.265625 Penalty: 3821.363037
	Iteration 19Q: 3 clusters Score -243168.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -243189.562500 Penalty: 3821.363037
	Iteration 20F: 3 clusters Score -243189.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -243249.218750 Penalty: 3821.363037
	Iteration 21Q: 3 clusters Score -243249.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -243299.781250 Penalty: 3821.363037
	Iteration 22Q: 3 clusters Score -243299.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -243315.796875 Penalty: 3821.363037
	Iteration 23Q: 3 clusters Score -243315.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -243333.437500 Penalty: 3821.363037
	Iteration 24Q: 3 clusters Score -243333.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -243344.765625 Penalty: 3821.363037
	Iteration 25Q: 3 clusters Score -243344.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -243349.468750 Penalty: 3821.363037
	Iteration 26Q: 3 clusters Score -243349.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -243357.765625 Penalty: 3821.363037
	Iteration 27Q: 3 clusters Score -243357.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -243366.640625 Penalty: 3821.363037
	Iteration 28Q: 3 clusters Score -243366.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -243368.703125 Penalty: 3821.363037
	Iteration 29Q: 3 clusters Score -243368.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -243369.531250 Penalty: 3821.363037
	Iteration 30Q: 3 clusters Score -243369.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -243369.828125 Penalty: 3821.363037
	Iteration 31Q: 3 clusters Score -243369.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -243391.609375 Penalty: 3821.363037
	Iteration 32F: 3 clusters Score -243391.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -243425.843750 Penalty: 3821.363037
	Iteration 33Q: 3 clusters Score -243425.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -243435.781250 Penalty: 3821.363037
	Iteration 34Q: 3 clusters Score -243435.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -243444.890625 Penalty: 3821.363037
	Iteration 35Q: 3 clusters Score -243444.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -243452.593750 Penalty: 3821.363037
	Iteration 36Q: 3 clusters Score -243452.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -243454.546875 Penalty: 3821.363037
	Iteration 37Q: 3 clusters Score -243454.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -243457.453125 Penalty: 3821.363037
	Iteration 38Q: 3 clusters Score -243457.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -243460.031250 Penalty: 3821.363037
	Iteration 39Q: 3 clusters Score -243460 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -243460.500000 Penalty: 3821.363037
	Iteration 40F: 3 clusters Score -243460.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (54890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54890 members 
Entering Unmasked Estep 
Score: -6925534.000000 Penalty: 2706.445557
	Iteration 0F: 2 clusters Score -6925534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -6888500.500000 Penalty: 5412.891113
	Iteration 0F: 3 clusters Score -6888500 nChanged 25477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27809 members 
Mstep: Class 2 contains 27081 members 
Entering Unmasked Estep 
Score: -6902670.500000 Penalty: 5412.891113
	Iteration 1F: 3 clusters Score -6902670 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 26916 members 
Entering Unmasked Estep 
Score: -6903228.500000 Penalty: 5412.891113
	Iteration 2Q: 3 clusters Score -6903228 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 26699 members 
Entering Unmasked Estep 
Score: -6903726.500000 Penalty: 5412.891113
	Iteration 3Q: 3 clusters Score -6903726 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -6904284.000000 Penalty: 5412.891113
	Iteration 4Q: 3 clusters Score -6904284 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -6904934.500000 Penalty: 5412.891113
	Iteration 5Q: 3 clusters Score -6904934 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29973 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -6905613.000000 Penalty: 5412.891113
	Iteration 6Q: 3 clusters Score -6905613 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31017 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -6906268.500000 Penalty: 5412.891113
	Iteration 7Q: 3 clusters Score -6906268 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32392 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -6907185.000000 Penalty: 5412.891113
	Iteration 8Q: 3 clusters Score -6907185 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34288 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -6908337.000000 Penalty: 5412.891113
	Iteration 9Q: 3 clusters Score -6908337 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -6909826.500000 Penalty: 5412.891113
	Iteration 10Q: 3 clusters Score -6909826 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39499 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -6911696.000000 Penalty: 5412.891113
	Iteration 11F: 3 clusters Score -6911696 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -6913974.000000 Penalty: 5412.891113
	Iteration 12F: 3 clusters Score -6913974 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46108 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -6916490.000000 Penalty: 5412.891113
	Iteration 13F: 3 clusters Score -6916490 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49043 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -6918783.500000 Penalty: 5412.891113
	Iteration 14F: 3 clusters Score -6918784 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51337 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -6920624.500000 Penalty: 5412.891113
	Iteration 15Q: 3 clusters Score -6920624 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52764 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -6921745.500000 Penalty: 5412.891113
	Iteration 16Q: 3 clusters Score -6921746 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53526 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -6922355.000000 Penalty: 5412.891113
	Iteration 17Q: 3 clusters Score -6922355 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53940 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -6922698.000000 Penalty: 5412.891113
	Iteration 18Q: 3 clusters Score -6922698 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54142 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -6922911.000000 Penalty: 5412.891113
	Iteration 19Q: 3 clusters Score -6922911 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54251 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -6923023.000000 Penalty: 5412.891113
	Iteration 20F: 3 clusters Score -6923023 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54312 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -6923069.000000 Penalty: 5412.891113
	Iteration 21Q: 3 clusters Score -6923069 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54349 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -6923112.500000 Penalty: 5412.891113
	Iteration 22Q: 3 clusters Score -6923112 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54368 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -6923127.500000 Penalty: 5412.891113
	Iteration 23Q: 3 clusters Score -6923128 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54387 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -6923142.000000 Penalty: 5412.891113
	Iteration 24Q: 3 clusters Score -6923142 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54401 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -6923172.500000 Penalty: 5412.891113
	Iteration 25Q: 3 clusters Score -6923172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54410 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -6923178.500000 Penalty: 5412.891113
	Iteration 26Q: 3 clusters Score -6923178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54420 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -6923190.500000 Penalty: 5412.891113
	Iteration 27Q: 3 clusters Score -6923190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54423 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6923189.500000 Penalty: 5412.891113
	Iteration 28Q: 3 clusters Score -6923190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54425 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -6923192.500000 Penalty: 5412.891113
	Iteration 29Q: 3 clusters Score -6923192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54428 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -6923186.500000 Penalty: 5412.891113
	Iteration 30Q: 3 clusters Score -6923186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54429 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -6923190.500000 Penalty: 5412.891113
	Iteration 31Q: 3 clusters Score -6923190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54430 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -6923188.500000 Penalty: 5412.891113
	Iteration 32Q: 3 clusters Score -6923188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54430 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -6923188.500000 Penalty: 5412.891113
	Iteration 33F: 3 clusters Score -6923188 nChanged 0
--- Evaluating fit on full set of 2572252 points ---
Entering Unmasked Estep 
Score: -317555136.000000 Penalty: 87853.257812
24->25 Clusters: Score -317555136.000000, best is -317714432.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 857417 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36025 members 
Mstep: Class 2 contains 35737 members 
Mstep: Class 3 contains 35954 members 
Mstep: Class 4 contains 35713 members 
Mstep: Class 5 contains 35682 members 
Mstep: Class 6 contains 35622 members 
Mstep: Class 7 contains 35728 members 
Mstep: Class 8 contains 35680 members 
Mstep: Class 9 contains 35683 members 
Mstep: Class 10 contains 35695 members 
Mstep: Class 11 contains 35448 members 
Mstep: Class 12 contains 35571 members 
Mstep: Class 13 contains 35556 members 
Mstep: Class 14 contains 35731 members 
Mstep: Class 15 contains 35613 members 
Mstep: Class 16 contains 35894 members 
Mstep: Class 17 contains 35583 members 
Mstep: Class 18 contains 35668 members 
Mstep: Class 19 contains 35709 members 
Mstep: Class 20 contains 35482 members 
Mstep: Class 21 contains 35785 members 
Mstep: Class 22 contains 35956 members 
Mstep: Class 23 contains 36140 members 
Mstep: Class 24 contains 35762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 120.604248 but Gain 3388.093750
Score: -100455192.000000 Penalty: 77926.218750
Iteration 0F: 24 clusters Score -1.004552e+08 nChanged 818050
Entering Unmasked Mstep 
Mstep: Class 0 contains 2447 members 
Mstep: Class 1 contains 54080 members 
Mstep: Class 2 contains 7828 members 
Mstep: Class 3 contains 19979 members 
Mstep: Class 4 contains 79021 members 
Mstep: Class 5 contains 5399 members 
Mstep: Class 6 contains 54477 members 
Mstep: Class 7 contains 18839 members 
Mstep: Class 8 contains 87033 members 
Mstep: Class 10 contains 20658 members 
Mstep: Class 11 contains 7513 members 
Mstep: Class 12 contains 46645 members 
Mstep: Class 13 contains 36574 members 
Mstep: Class 14 contains 50136 members 
Mstep: Class 15 contains 47106 members 
Mstep: Class 16 contains 12953 members 
Mstep: Class 17 contains 11984 members 
Mstep: Class 18 contains 83915 members 
Mstep: Class 19 contains 5147 members 
Mstep: Class 20 contains 75226 members 
Mstep: Class 21 contains 62212 members 
Mstep: Class 22 contains 20495 members 
Mstep: Class 23 contains 40949 members 
Mstep: Class 24 contains 6801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 2074.342773 but Gain 3388.093750
Score: -103367184.000000 Penalty: 74538.125000
Iteration 1F: 23 clusters Score -1.033672e+08 nChanged 289307
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 58203 members 
Mstep: Class 2 contains 4084 members 
Mstep: Class 3 contains 18152 members 
Mstep: Class 4 contains 100028 members 
Mstep: Class 5 contains 3312 members 
Mstep: Class 6 contains 56904 members 
Mstep: Class 7 contains 17880 members 
Mstep: Class 8 contains 92549 members 
Mstep: Class 10 contains 31261 members 
Mstep: Class 11 contains 4075 members 
Mstep: Class 12 contains 38051 members 
Mstep: Class 13 contains 36312 members 
Mstep: Class 14 contains 36521 members 
Mstep: Class 15 contains 31906 members 
Mstep: Class 16 contains 6553 members 
Mstep: Class 17 contains 4943 members 
Mstep: Class 18 contains 96930 members 
Mstep: Class 20 contains 88658 members 
Mstep: Class 21 contains 78061 members 
Mstep: Class 22 contains 9422 members 
Mstep: Class 23 contains 37815 members 
Mstep: Class 24 contains 5540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 3323.679199 but Gain 3388.101562
Score: -103889528.000000 Penalty: 71150.023438
Iteration 2F: 22 clusters Score -1.038895e+08 nChanged 188714
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 52822 members 
Mstep: Class 2 contains 3004 members 
Mstep: Class 3 contains 21279 members 
Mstep: Class 4 contains 108971 members 
Mstep: Class 5 contains 3223 members 
Mstep: Class 6 contains 57695 members 
Mstep: Class 7 contains 13135 members 
Mstep: Class 8 contains 103496 members 
Mstep: Class 10 contains 35927 members 
Mstep: Class 11 contains 2573 members 
Mstep: Class 12 contains 36860 members 
Mstep: Class 13 contains 38633 members 
Mstep: Class 14 contains 23511 members 
Mstep: Class 15 contains 21040 members 
Mstep: Class 17 contains 3655 members 
Mstep: Class 18 contains 107084 members 
Mstep: Class 20 contains 90607 members 
Mstep: Class 21 contains 95112 members 
Mstep: Class 22 contains 4265 members 
Mstep: Class 23 contains 31553 members 
Mstep: Class 24 contains 2884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 2450.699463 but Gain 3388.093750
Score: -104098200.000000 Penalty: 67761.929688
Iteration 3F: 21 clusters Score -1.040982e+08 nChanged 152495
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 43490 members 
Mstep: Class 2 contains 2341 members 
Mstep: Class 3 contains 27774 members 
Mstep: Class 4 contains 115041 members 
Mstep: Class 5 contains 3951 members 
Mstep: Class 6 contains 59476 members 
Mstep: Class 7 contains 7546 members 
Mstep: Class 8 contains 114615 members 
Mstep: Class 10 contains 34583 members 
Mstep: Class 11 contains 2637 members 
Mstep: Class 12 contains 36548 members 
Mstep: Class 13 contains 39470 members 
Mstep: Class 14 contains 13379 members 
Mstep: Class 15 contains 14706 members 
Mstep: Class 17 contains 3671 members 
Mstep: Class 18 contains 118340 members 
Mstep: Class 20 contains 87290 members 
Mstep: Class 21 contains 105711 members 
Mstep: Class 23 contains 25029 members 
Mstep: Class 24 contains 1738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2519.003174 but Gain 3388.097656
Score: -104255976.000000 Penalty: 64373.832031
Iteration 4F: 20 clusters Score -1.04256e+08 nChanged 127134
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 32834 members 
Mstep: Class 3 contains 34472 members 
Mstep: Class 4 contains 118931 members 
Mstep: Class 5 contains 5088 members 
Mstep: Class 6 contains 62871 members 
Mstep: Class 7 contains 4074 members 
Mstep: Class 8 contains 124892 members 
Mstep: Class 10 contains 30329 members 
Mstep: Class 11 contains 3413 members 
Mstep: Class 12 contains 34864 members 
Mstep: Class 13 contains 37890 members 
Mstep: Class 14 contains 7422 members 
Mstep: Class 15 contains 11345 members 
Mstep: Class 17 contains 3975 members 
Mstep: Class 18 contains 131862 members 
Mstep: Class 20 contains 82998 members 
Mstep: Class 21 contains 109436 members 
Mstep: Class 23 contains 19230 members 
Mstep: Class 24 contains 1419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104374328.000000 Penalty: 64373.832031
Iteration 5F: 20 clusters Score -1.043743e+08 nChanged 105554
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 3 contains 39350 members 
Mstep: Class 4 contains 119931 members 
Mstep: Class 5 contains 6321 members 
Mstep: Class 6 contains 66601 members 
Mstep: Class 7 contains 2322 members 
Mstep: Class 8 contains 132666 members 
Mstep: Class 10 contains 25728 members 
Mstep: Class 11 contains 4394 members 
Mstep: Class 12 contains 32043 members 
Mstep: Class 13 contains 35343 members 
Mstep: Class 14 contains 4552 members 
Mstep: Class 15 contains 8908 members 
Mstep: Class 17 contains 4045 members 
Mstep: Class 18 contains 147966 members 
Mstep: Class 20 contains 77784 members 
Mstep: Class 21 contains 111018 members 
Mstep: Class 23 contains 14505 members 
Mstep: Class 24 contains 1358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104462024.000000 Penalty: 64373.832031
Iteration 6F: 20 clusters Score -1.04462e+08 nChanged 88843
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 14158 members 
Mstep: Class 3 contains 42478 members 
Mstep: Class 4 contains 118004 members 
Mstep: Class 5 contains 7578 members 
Mstep: Class 6 contains 69034 members 
Mstep: Class 7 contains 1711 members 
Mstep: Class 8 contains 137533 members 
Mstep: Class 10 contains 22638 members 
Mstep: Class 11 contains 5300 members 
Mstep: Class 12 contains 28848 members 
Mstep: Class 13 contains 33005 members 
Mstep: Class 14 contains 3264 members 
Mstep: Class 15 contains 7056 members 
Mstep: Class 17 contains 3868 members 
Mstep: Class 18 contains 166665 members 
Mstep: Class 20 contains 72686 members 
Mstep: Class 21 contains 111120 members 
Mstep: Class 23 contains 11085 members 
Mstep: Class 24 contains 1340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104532216.000000 Penalty: 64373.832031
Iteration 7F: 20 clusters Score -1.045322e+08 nChanged 75827
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 3 contains 44546 members 
Mstep: Class 4 contains 113105 members 
Mstep: Class 5 contains 8612 members 
Mstep: Class 6 contains 69401 members 
Mstep: Class 7 contains 1544 members 
Mstep: Class 8 contains 139656 members 
Mstep: Class 10 contains 21196 members 
Mstep: Class 11 contains 6140 members 
Mstep: Class 12 contains 26212 members 
Mstep: Class 13 contains 30830 members 
Mstep: Class 14 contains 2679 members 
Mstep: Class 15 contains 5706 members 
Mstep: Class 17 contains 3567 members 
Mstep: Class 18 contains 187648 members 
Mstep: Class 20 contains 68188 members 
Mstep: Class 21 contains 109746 members 
Mstep: Class 23 contains 8937 members 
Mstep: Class 24 contains 1339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104587776.000000 Penalty: 64373.832031
Iteration 8F: 20 clusters Score -1.045878e+08 nChanged 66696
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 3 contains 46038 members 
Mstep: Class 4 contains 105820 members 
Mstep: Class 5 contains 9413 members 
Mstep: Class 6 contains 68215 members 
Mstep: Class 7 contains 1479 members 
Mstep: Class 8 contains 139706 members 
Mstep: Class 10 contains 21444 members 
Mstep: Class 11 contains 6821 members 
Mstep: Class 12 contains 24667 members 
Mstep: Class 13 contains 29484 members 
Mstep: Class 14 contains 2450 members 
Mstep: Class 15 contains 4687 members 
Mstep: Class 17 contains 3150 members 
Mstep: Class 18 contains 209264 members 
Mstep: Class 20 contains 63976 members 
Mstep: Class 21 contains 107168 members 
Mstep: Class 23 contains 7604 members 
Mstep: Class 24 contains 1337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 2633.003662 but Gain 3388.097656
Score: -104629432.000000 Penalty: 60985.734375
Iteration 9F: 19 clusters Score -1.046294e+08 nChanged 60330
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 3 contains 47283 members 
Mstep: Class 4 contains 98747 members 
Mstep: Class 5 contains 10117 members 
Mstep: Class 6 contains 66264 members 
Mstep: Class 7 contains 1453 members 
Mstep: Class 8 contains 138584 members 
Mstep: Class 10 contains 22240 members 
Mstep: Class 11 contains 7383 members 
Mstep: Class 12 contains 24224 members 
Mstep: Class 13 contains 28972 members 
Mstep: Class 14 contains 2397 members 
Mstep: Class 15 contains 4079 members 
Mstep: Class 17 contains 2826 members 
Mstep: Class 18 contains 230730 members 
Mstep: Class 20 contains 59860 members 
Mstep: Class 21 contains 104224 members 
Mstep: Class 23 contains 6677 members 
Mstep: Class 24 contains 1337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104661080.000000 Penalty: 60985.734375
Iteration 10F: 19 clusters Score -1.046611e+08 nChanged 48497
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 3 contains 48517 members 
Mstep: Class 4 contains 93132 members 
Mstep: Class 5 contains 10714 members 
Mstep: Class 6 contains 63883 members 
Mstep: Class 7 contains 1437 members 
Mstep: Class 8 contains 135802 members 
Mstep: Class 10 contains 22557 members 
Mstep: Class 11 contains 7886 members 
Mstep: Class 12 contains 24304 members 
Mstep: Class 13 contains 29000 members 
Mstep: Class 14 contains 2430 members 
Mstep: Class 15 contains 3786 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 247065 members 
Mstep: Class 20 contains 56011 members 
Mstep: Class 21 contains 100921 members 
Mstep: Class 23 contains 5969 members 
Mstep: Class 24 contains 1340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104677776.000000 Penalty: 60985.734375
Iteration 11F: 19 clusters Score -1.046778e+08 nChanged 40129
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 49643 members 
Mstep: Class 4 contains 90853 members 
Mstep: Class 5 contains 11169 members 
Mstep: Class 6 contains 61468 members 
Mstep: Class 7 contains 1424 members 
Mstep: Class 8 contains 132808 members 
Mstep: Class 10 contains 22731 members 
Mstep: Class 11 contains 8271 members 
Mstep: Class 12 contains 24616 members 
Mstep: Class 13 contains 29335 members 
Mstep: Class 14 contains 2487 members 
Mstep: Class 15 contains 3812 members 
Mstep: Class 17 contains 2511 members 
Mstep: Class 18 contains 258827 members 
Mstep: Class 20 contains 52685 members 
Mstep: Class 21 contains 98011 members 
Mstep: Class 23 contains 5409 members 
Mstep: Class 24 contains 1339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104688488.000000 Penalty: 60985.734375
Iteration 12Q: 19 clusters Score -1.046885e+08 nChanged 32860
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 50699 members 
Mstep: Class 4 contains 91741 members 
Mstep: Class 5 contains 11524 members 
Mstep: Class 6 contains 59164 members 
Mstep: Class 7 contains 1416 members 
Mstep: Class 8 contains 129687 members 
Mstep: Class 10 contains 22897 members 
Mstep: Class 11 contains 8586 members 
Mstep: Class 12 contains 24900 members 
Mstep: Class 13 contains 29917 members 
Mstep: Class 14 contains 2573 members 
Mstep: Class 15 contains 4019 members 
Mstep: Class 17 contains 2400 members 
Mstep: Class 18 contains 266136 members 
Mstep: Class 20 contains 49885 members 
Mstep: Class 21 contains 95591 members 
Mstep: Class 23 contains 4925 members 
Mstep: Class 24 contains 1339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104695144.000000 Penalty: 60985.734375
Iteration 13Q: 19 clusters Score -1.046951e+08 nChanged 26492
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 51570 members 
Mstep: Class 4 contains 94710 members 
Mstep: Class 5 contains 11805 members 
Mstep: Class 6 contains 57189 members 
Mstep: Class 7 contains 1414 members 
Mstep: Class 8 contains 126823 members 
Mstep: Class 10 contains 23040 members 
Mstep: Class 11 contains 8806 members 
Mstep: Class 12 contains 25182 members 
Mstep: Class 13 contains 30605 members 
Mstep: Class 14 contains 2678 members 
Mstep: Class 15 contains 4176 members 
Mstep: Class 17 contains 2358 members 
Mstep: Class 18 contains 269926 members 
Mstep: Class 20 contains 47517 members 
Mstep: Class 21 contains 93673 members 
Mstep: Class 23 contains 4588 members 
Mstep: Class 24 contains 1339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104699696.000000 Penalty: 60985.734375
Iteration 14Q: 19 clusters Score -1.046997e+08 nChanged 21942
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 52306 members 
Mstep: Class 4 contains 99136 members 
Mstep: Class 5 contains 12058 members 
Mstep: Class 6 contains 55396 members 
Mstep: Class 7 contains 1413 members 
Mstep: Class 8 contains 124124 members 
Mstep: Class 10 contains 23129 members 
Mstep: Class 11 contains 8970 members 
Mstep: Class 12 contains 25402 members 
Mstep: Class 13 contains 31341 members 
Mstep: Class 14 contains 2777 members 
Mstep: Class 15 contains 4341 members 
Mstep: Class 17 contains 2339 members 
Mstep: Class 18 contains 271247 members 
Mstep: Class 20 contains 45506 members 
Mstep: Class 21 contains 92233 members 
Mstep: Class 23 contains 4343 members 
Mstep: Class 24 contains 1338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104703840.000000 Penalty: 60985.734375
Iteration 15Q: 19 clusters Score -1.047038e+08 nChanged 18784
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 53022 members 
Mstep: Class 4 contains 104725 members 
Mstep: Class 5 contains 12284 members 
Mstep: Class 6 contains 53713 members 
Mstep: Class 7 contains 1414 members 
Mstep: Class 8 contains 121651 members 
Mstep: Class 10 contains 23184 members 
Mstep: Class 11 contains 9097 members 
Mstep: Class 12 contains 25607 members 
Mstep: Class 13 contains 32036 members 
Mstep: Class 14 contains 2852 members 
Mstep: Class 15 contains 4432 members 
Mstep: Class 17 contains 2331 members 
Mstep: Class 18 contains 270750 members 
Mstep: Class 20 contains 43730 members 
Mstep: Class 21 contains 91074 members 
Mstep: Class 23 contains 4160 members 
Mstep: Class 24 contains 1337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104706680.000000 Penalty: 60985.734375
Iteration 16Q: 19 clusters Score -1.047067e+08 nChanged 16504
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 53680 members 
Mstep: Class 4 contains 110904 members 
Mstep: Class 5 contains 12524 members 
Mstep: Class 6 contains 52205 members 
Mstep: Class 7 contains 1414 members 
Mstep: Class 8 contains 119404 members 
Mstep: Class 10 contains 23196 members 
Mstep: Class 11 contains 9212 members 
Mstep: Class 12 contains 25689 members 
Mstep: Class 13 contains 32669 members 
Mstep: Class 14 contains 2909 members 
Mstep: Class 15 contains 4497 members 
Mstep: Class 17 contains 2327 members 
Mstep: Class 18 contains 269027 members 
Mstep: Class 20 contains 42241 members 
Mstep: Class 21 contains 90136 members 
Mstep: Class 23 contains 4028 members 
Mstep: Class 24 contains 1337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104709848.000000 Penalty: 60985.734375
Iteration 17Q: 19 clusters Score -1.047098e+08 nChanged 15039
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 54283 members 
Mstep: Class 4 contains 117676 members 
Mstep: Class 5 contains 12744 members 
Mstep: Class 6 contains 50897 members 
Mstep: Class 7 contains 1414 members 
Mstep: Class 8 contains 117102 members 
Mstep: Class 10 contains 23223 members 
Mstep: Class 11 contains 9300 members 
Mstep: Class 12 contains 25611 members 
Mstep: Class 13 contains 33204 members 
Mstep: Class 14 contains 2938 members 
Mstep: Class 15 contains 4537 members 
Mstep: Class 17 contains 2322 members 
Mstep: Class 18 contains 266465 members 
Mstep: Class 20 contains 41063 members 
Mstep: Class 21 contains 89334 members 
Mstep: Class 23 contains 3949 members 
Mstep: Class 24 contains 1337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104712240.000000 Penalty: 60985.734375
Iteration 18Q: 19 clusters Score -1.047122e+08 nChanged 14194
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 54800 members 
Mstep: Class 4 contains 125228 members 
Mstep: Class 5 contains 12940 members 
Mstep: Class 6 contains 49827 members 
Mstep: Class 7 contains 1414 members 
Mstep: Class 8 contains 114683 members 
Mstep: Class 10 contains 23212 members 
Mstep: Class 11 contains 9367 members 
Mstep: Class 12 contains 25414 members 
Mstep: Class 13 contains 33664 members 
Mstep: Class 14 contains 2957 members 
Mstep: Class 15 contains 4561 members 
Mstep: Class 17 contains 2319 members 
Mstep: Class 18 contains 263193 members 
Mstep: Class 20 contains 40023 members 
Mstep: Class 21 contains 88584 members 
Mstep: Class 23 contains 3876 members 
Mstep: Class 24 contains 1337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104714640.000000 Penalty: 60985.734375
Iteration 19Q: 19 clusters Score -1.047146e+08 nChanged 13641
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 55262 members 
Mstep: Class 4 contains 133399 members 
Mstep: Class 5 contains 13107 members 
Mstep: Class 6 contains 48933 members 
Mstep: Class 7 contains 1414 members 
Mstep: Class 8 contains 112239 members 
Mstep: Class 10 contains 23177 members 
Mstep: Class 11 contains 9410 members 
Mstep: Class 12 contains 25207 members 
Mstep: Class 13 contains 34079 members 
Mstep: Class 14 contains 2974 members 
Mstep: Class 15 contains 4564 members 
Mstep: Class 17 contains 2314 members 
Mstep: Class 18 contains 259229 members 
Mstep: Class 20 contains 39071 members 
Mstep: Class 21 contains 87893 members 
Mstep: Class 23 contains 3790 members 
Mstep: Class 24 contains 1337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104717568.000000 Penalty: 60985.734375
Iteration 20F: 19 clusters Score -1.047176e+08 nChanged 13986
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 55663 members 
Mstep: Class 4 contains 142386 members 
Mstep: Class 5 contains 13273 members 
Mstep: Class 6 contains 48204 members 
Mstep: Class 7 contains 1413 members 
Mstep: Class 8 contains 109587 members 
Mstep: Class 10 contains 23128 members 
Mstep: Class 11 contains 9419 members 
Mstep: Class 12 contains 24907 members 
Mstep: Class 13 contains 34325 members 
Mstep: Class 14 contains 2982 members 
Mstep: Class 15 contains 4655 members 
Mstep: Class 17 contains 2305 members 
Mstep: Class 18 contains 254691 members 
Mstep: Class 20 contains 38184 members 
Mstep: Class 21 contains 87188 members 
Mstep: Class 23 contains 3753 members 
Mstep: Class 24 contains 1336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104720008.000000 Penalty: 60985.734375
Iteration 21Q: 19 clusters Score -1.0472e+08 nChanged 14195
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 56037 members 
Mstep: Class 4 contains 152059 members 
Mstep: Class 5 contains 13403 members 
Mstep: Class 6 contains 47630 members 
Mstep: Class 7 contains 1413 members 
Mstep: Class 8 contains 106825 members 
Mstep: Class 10 contains 23107 members 
Mstep: Class 11 contains 9424 members 
Mstep: Class 12 contains 24547 members 
Mstep: Class 13 contains 34520 members 
Mstep: Class 14 contains 2986 members 
Mstep: Class 15 contains 4682 members 
Mstep: Class 17 contains 2298 members 
Mstep: Class 18 contains 249493 members 
Mstep: Class 20 contains 37370 members 
Mstep: Class 21 contains 86530 members 
Mstep: Class 23 contains 3739 members 
Mstep: Class 24 contains 1336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104721928.000000 Penalty: 60985.734375
Iteration 22Q: 19 clusters Score -1.047219e+08 nChanged 14835
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 56400 members 
Mstep: Class 4 contains 162836 members 
Mstep: Class 5 contains 13496 members 
Mstep: Class 6 contains 47117 members 
Mstep: Class 7 contains 1413 members 
Mstep: Class 8 contains 104174 members 
Mstep: Class 10 contains 23071 members 
Mstep: Class 11 contains 9428 members 
Mstep: Class 12 contains 24111 members 
Mstep: Class 13 contains 34704 members 
Mstep: Class 14 contains 2998 members 
Mstep: Class 15 contains 4665 members 
Mstep: Class 17 contains 2292 members 
Mstep: Class 18 contains 243193 members 
Mstep: Class 20 contains 36601 members 
Mstep: Class 21 contains 85811 members 
Mstep: Class 23 contains 3753 members 
Mstep: Class 24 contains 1336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104724808.000000 Penalty: 60985.734375
Iteration 23Q: 19 clusters Score -1.047248e+08 nChanged 16181
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 56760 members 
Mstep: Class 4 contains 175106 members 
Mstep: Class 5 contains 13593 members 
Mstep: Class 6 contains 46744 members 
Mstep: Class 7 contains 1413 members 
Mstep: Class 8 contains 101514 members 
Mstep: Class 10 contains 23036 members 
Mstep: Class 11 contains 9426 members 
Mstep: Class 12 contains 23649 members 
Mstep: Class 13 contains 34833 members 
Mstep: Class 14 contains 3021 members 
Mstep: Class 15 contains 4655 members 
Mstep: Class 17 contains 2285 members 
Mstep: Class 18 contains 235403 members 
Mstep: Class 20 contains 35820 members 
Mstep: Class 21 contains 85038 members 
Mstep: Class 23 contains 3767 members 
Mstep: Class 24 contains 1336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104728904.000000 Penalty: 60985.734375
Iteration 24Q: 19 clusters Score -1.047289e+08 nChanged 17333
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 57044 members 
Mstep: Class 4 contains 188628 members 
Mstep: Class 5 contains 13712 members 
Mstep: Class 6 contains 46429 members 
Mstep: Class 7 contains 1413 members 
Mstep: Class 8 contains 98775 members 
Mstep: Class 10 contains 23031 members 
Mstep: Class 11 contains 9429 members 
Mstep: Class 12 contains 23065 members 
Mstep: Class 13 contains 34912 members 
Mstep: Class 14 contains 3043 members 
Mstep: Class 15 contains 4668 members 
Mstep: Class 17 contains 2284 members 
Mstep: Class 18 contains 226683 members 
Mstep: Class 20 contains 34960 members 
Mstep: Class 21 contains 84170 members 
Mstep: Class 23 contains 3817 members 
Mstep: Class 24 contains 1336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104732624.000000 Penalty: 60985.734375
Iteration 25Q: 19 clusters Score -1.047326e+08 nChanged 18288
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 57226 members 
Mstep: Class 4 contains 203162 members 
Mstep: Class 5 contains 13790 members 
Mstep: Class 6 contains 46256 members 
Mstep: Class 7 contains 1413 members 
Mstep: Class 8 contains 96093 members 
Mstep: Class 10 contains 23029 members 
Mstep: Class 11 contains 9421 members 
Mstep: Class 12 contains 22390 members 
Mstep: Class 13 contains 34954 members 
Mstep: Class 14 contains 3066 members 
Mstep: Class 15 contains 4672 members 
Mstep: Class 17 contains 2283 members 
Mstep: Class 18 contains 217075 members 
Mstep: Class 20 contains 34065 members 
Mstep: Class 21 contains 83301 members 
Mstep: Class 23 contains 3867 members 
Mstep: Class 24 contains 1336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104735648.000000 Penalty: 60985.734375
Iteration 26Q: 19 clusters Score -1.047356e+08 nChanged 19429
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 57424 members 
Mstep: Class 4 contains 218723 members 
Mstep: Class 5 contains 13868 members 
Mstep: Class 6 contains 46133 members 
Mstep: Class 7 contains 1413 members 
Mstep: Class 8 contains 93532 members 
Mstep: Class 10 contains 22980 members 
Mstep: Class 11 contains 9413 members 
Mstep: Class 12 contains 21741 members 
Mstep: Class 13 contains 34985 members 
Mstep: Class 14 contains 3088 members 
Mstep: Class 15 contains 4682 members 
Mstep: Class 17 contains 2282 members 
Mstep: Class 18 contains 206219 members 
Mstep: Class 20 contains 33161 members 
Mstep: Class 21 contains 82532 members 
Mstep: Class 23 contains 3887 members 
Mstep: Class 24 contains 1336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104737696.000000 Penalty: 60985.734375
Iteration 27Q: 19 clusters Score -1.047377e+08 nChanged 20846
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 57682 members 
Mstep: Class 4 contains 234823 members 
Mstep: Class 5 contains 13922 members 
Mstep: Class 6 contains 46030 members 
Mstep: Class 7 contains 1413 members 
Mstep: Class 8 contains 91315 members 
Mstep: Class 10 contains 22935 members 
Mstep: Class 11 contains 9413 members 
Mstep: Class 12 contains 21083 members 
Mstep: Class 13 contains 35009 members 
Mstep: Class 14 contains 3139 members 
Mstep: Class 15 contains 4701 members 
Mstep: Class 17 contains 2280 members 
Mstep: Class 18 contains 194372 members 
Mstep: Class 20 contains 32268 members 
Mstep: Class 21 contains 81786 members 
Mstep: Class 23 contains 3892 members 
Mstep: Class 24 contains 1336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104739552.000000 Penalty: 60985.734375
Iteration 28Q: 19 clusters Score -1.047396e+08 nChanged 20603
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 57926 members 
Mstep: Class 4 contains 249890 members 
Mstep: Class 5 contains 13953 members 
Mstep: Class 6 contains 45892 members 
Mstep: Class 7 contains 1413 members 
Mstep: Class 8 contains 89650 members 
Mstep: Class 10 contains 22899 members 
Mstep: Class 11 contains 9393 members 
Mstep: Class 12 contains 20536 members 
Mstep: Class 13 contains 34989 members 
Mstep: Class 14 contains 3206 members 
Mstep: Class 15 contains 4705 members 
Mstep: Class 17 contains 2279 members 
Mstep: Class 18 contains 182871 members 
Mstep: Class 20 contains 31417 members 
Mstep: Class 21 contains 81126 members 
Mstep: Class 23 contains 3918 members 
Mstep: Class 24 contains 1336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104738368.000000 Penalty: 60985.734375
Iteration 29Q: 19 clusters Score -1.047384e+08 nChanged 19546
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 58168 members 
Mstep: Class 4 contains 263167 members 
Mstep: Class 5 contains 13965 members 
Mstep: Class 6 contains 45732 members 
Mstep: Class 7 contains 1413 members 
Mstep: Class 8 contains 88423 members 
Mstep: Class 10 contains 22880 members 
Mstep: Class 11 contains 9381 members 
Mstep: Class 12 contains 20130 members 
Mstep: Class 13 contains 35011 members 
Mstep: Class 14 contains 3288 members 
Mstep: Class 15 contains 4697 members 
Mstep: Class 17 contains 2278 members 
Mstep: Class 18 contains 172214 members 
Mstep: Class 20 contains 30687 members 
Mstep: Class 21 contains 80670 members 
Mstep: Class 23 contains 3959 members 
Mstep: Class 24 contains 1336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104736160.000000 Penalty: 60985.734375
Iteration 30Q: 19 clusters Score -1.047362e+08 nChanged 17875
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 58379 members 
Mstep: Class 4 contains 273548 members 
Mstep: Class 5 contains 13983 members 
Mstep: Class 6 contains 45594 members 
Mstep: Class 7 contains 1413 members 
Mstep: Class 8 contains 87726 members 
Mstep: Class 10 contains 22848 members 
Mstep: Class 11 contains 9376 members 
Mstep: Class 12 contains 19870 members 
Mstep: Class 13 contains 35042 members 
Mstep: Class 14 contains 3363 members 
Mstep: Class 15 contains 4693 members 
Mstep: Class 17 contains 2278 members 
Mstep: Class 18 contains 163517 members 
Mstep: Class 20 contains 30132 members 
Mstep: Class 21 contains 80306 members 
Mstep: Class 23 contains 3995 members 
Mstep: Class 24 contains 1336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104733544.000000 Penalty: 60985.734375
Iteration 31Q: 19 clusters Score -1.047335e+08 nChanged 15709
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 58474 members 
Mstep: Class 4 contains 280458 members 
Mstep: Class 5 contains 14002 members 
Mstep: Class 6 contains 45459 members 
Mstep: Class 7 contains 1413 members 
Mstep: Class 8 contains 87333 members 
Mstep: Class 10 contains 22834 members 
Mstep: Class 11 contains 9371 members 
Mstep: Class 12 contains 19688 members 
Mstep: Class 13 contains 35075 members 
Mstep: Class 14 contains 3451 members 
Mstep: Class 15 contains 4688 members 
Mstep: Class 17 contains 2278 members 
Mstep: Class 18 contains 157703 members 
Mstep: Class 20 contains 29666 members 
Mstep: Class 21 contains 80137 members 
Mstep: Class 23 contains 4033 members 
Mstep: Class 24 contains 1336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104731336.000000 Penalty: 60985.734375
Iteration 32Q: 19 clusters Score -1.047313e+08 nChanged 13139
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 58489 members 
Mstep: Class 4 contains 283835 members 
Mstep: Class 5 contains 14034 members 
Mstep: Class 6 contains 45373 members 
Mstep: Class 7 contains 1413 members 
Mstep: Class 8 contains 87050 members 
Mstep: Class 10 contains 22819 members 
Mstep: Class 11 contains 9358 members 
Mstep: Class 12 contains 19546 members 
Mstep: Class 13 contains 35104 members 
Mstep: Class 14 contains 3532 members 
Mstep: Class 15 contains 4673 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 155234 members 
Mstep: Class 20 contains 29284 members 
Mstep: Class 21 contains 79966 members 
Mstep: Class 23 contains 4076 members 
Mstep: Class 24 contains 1336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104730144.000000 Penalty: 60985.734375
Iteration 33Q: 19 clusters Score -1.047301e+08 nChanged 10910
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 58395 members 
Mstep: Class 4 contains 284931 members 
Mstep: Class 5 contains 14050 members 
Mstep: Class 6 contains 45300 members 
Mstep: Class 7 contains 1413 members 
Mstep: Class 8 contains 86777 members 
Mstep: Class 10 contains 22782 members 
Mstep: Class 11 contains 9353 members 
Mstep: Class 12 contains 19468 members 
Mstep: Class 13 contains 35079 members 
Mstep: Class 14 contains 3590 members 
Mstep: Class 15 contains 4647 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 155110 members 
Mstep: Class 20 contains 28911 members 
Mstep: Class 21 contains 79872 members 
Mstep: Class 23 contains 4108 members 
Mstep: Class 24 contains 1336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104729088.000000 Penalty: 60985.734375
Iteration 34Q: 19 clusters Score -1.047291e+08 nChanged 9258
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 58281 members 
Mstep: Class 4 contains 284471 members 
Mstep: Class 5 contains 14076 members 
Mstep: Class 6 contains 45243 members 
Mstep: Class 7 contains 1413 members 
Mstep: Class 8 contains 86396 members 
Mstep: Class 10 contains 22764 members 
Mstep: Class 11 contains 9347 members 
Mstep: Class 12 contains 19409 members 
Mstep: Class 13 contains 35080 members 
Mstep: Class 14 contains 3655 members 
Mstep: Class 15 contains 4642 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 156575 members 
Mstep: Class 20 contains 28538 members 
Mstep: Class 21 contains 79738 members 
Mstep: Class 23 contains 4158 members 
Mstep: Class 24 contains 1336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104729240.000000 Penalty: 60985.734375
Iteration 35Q: 19 clusters Score -1.047292e+08 nChanged 8139
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 58089 members 
Mstep: Class 4 contains 283063 members 
Mstep: Class 5 contains 14103 members 
Mstep: Class 6 contains 45209 members 
Mstep: Class 7 contains 1413 members 
Mstep: Class 8 contains 85998 members 
Mstep: Class 10 contains 22753 members 
Mstep: Class 11 contains 9340 members 
Mstep: Class 12 contains 19339 members 
Mstep: Class 13 contains 35073 members 
Mstep: Class 14 contains 3707 members 
Mstep: Class 15 contains 4650 members 
Mstep: Class 17 contains 2278 members 
Mstep: Class 18 contains 158985 members 
Mstep: Class 20 contains 28221 members 
Mstep: Class 21 contains 79630 members 
Mstep: Class 23 contains 4212 members 
Mstep: Class 24 contains 1336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104729608.000000 Penalty: 60985.734375
Iteration 36Q: 19 clusters Score -1.047296e+08 nChanged 7582
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 57848 members 
Mstep: Class 4 contains 281003 members 
Mstep: Class 5 contains 14112 members 
Mstep: Class 6 contains 45192 members 
Mstep: Class 7 contains 1413 members 
Mstep: Class 8 contains 85530 members 
Mstep: Class 10 contains 22731 members 
Mstep: Class 11 contains 9336 members 
Mstep: Class 12 contains 19278 members 
Mstep: Class 13 contains 35038 members 
Mstep: Class 14 contains 3759 members 
Mstep: Class 15 contains 4636 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 162283 members 
Mstep: Class 20 contains 27849 members 
Mstep: Class 21 contains 79528 members 
Mstep: Class 23 contains 4250 members 
Mstep: Class 24 contains 1336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104729968.000000 Penalty: 60985.734375
Iteration 37Q: 19 clusters Score -1.0473e+08 nChanged 7351
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 57592 members 
Mstep: Class 4 contains 278498 members 
Mstep: Class 5 contains 14120 members 
Mstep: Class 6 contains 45177 members 
Mstep: Class 7 contains 1413 members 
Mstep: Class 8 contains 84977 members 
Mstep: Class 10 contains 22711 members 
Mstep: Class 11 contains 9338 members 
Mstep: Class 12 contains 19247 members 
Mstep: Class 13 contains 35018 members 
Mstep: Class 14 contains 3805 members 
Mstep: Class 15 contains 4625 members 
Mstep: Class 17 contains 2277 members 
Mstep: Class 18 contains 166049 members 
Mstep: Class 20 contains 27484 members 
Mstep: Class 21 contains 79441 members 
Mstep: Class 23 contains 4291 members 
Mstep: Class 24 contains 1336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104730560.000000 Penalty: 60985.734375
Iteration 38Q: 19 clusters Score -1.047306e+08 nChanged 7127
Entering ConstructFrom: 
Score: -104730560.000000 Penalty: 60985.734375
Entering ConstructFrom: 
Trying to split cluster 3 (57326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57326 members 
Entering Unmasked Estep 
Score: -7210945.500000 Penalty: 2717.214355
	Iteration 0F: 2 clusters Score -7210946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28766 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -7172539.500000 Penalty: 5434.428711
	Iteration 0F: 3 clusters Score -7172540 nChanged 26595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -7187133.000000 Penalty: 5434.428711
	Iteration 1F: 3 clusters Score -7187133 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30753 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -7188091.500000 Penalty: 5434.428711
	Iteration 2Q: 3 clusters Score -7188092 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31989 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -7189661.500000 Penalty: 5434.428711
	Iteration 3Q: 3 clusters Score -7189662 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33961 members 
Mstep: Class 2 contains 23365 members 
Entering Unmasked Estep 
Score: -7192826.500000 Penalty: 5434.428711
	Iteration 4F: 3 clusters Score -7192826 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36859 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -7196853.500000 Penalty: 5434.428711
	Iteration 5F: 3 clusters Score -7196854 nChanged 5037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40426 members 
Mstep: Class 2 contains 16900 members 
Entering Unmasked Estep 
Score: -7200784.000000 Penalty: 5434.428711
	Iteration 6F: 3 clusters Score -7200784 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43947 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -7204214.500000 Penalty: 5434.428711
	Iteration 7F: 3 clusters Score -7204214 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46738 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -7206804.000000 Penalty: 5434.428711
	Iteration 8F: 3 clusters Score -7206804 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48678 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -7208653.500000 Penalty: 5434.428711
	Iteration 9Q: 3 clusters Score -7208654 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50054 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -7210307.500000 Penalty: 5434.428711
	Iteration 10Q: 3 clusters Score -7210308 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51052 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -7211540.500000 Penalty: 5434.428711
	Iteration 11Q: 3 clusters Score -7211540 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51694 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -7212168.500000 Penalty: 5434.428711
	Iteration 12Q: 3 clusters Score -7212168 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52100 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -7212409.000000 Penalty: 5434.428711
	Iteration 13Q: 3 clusters Score -7212409 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52406 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -7212563.500000 Penalty: 5434.428711
	Iteration 14Q: 3 clusters Score -7212564 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52643 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -7212672.500000 Penalty: 5434.428711
	Iteration 15Q: 3 clusters Score -7212672 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52815 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -7212727.000000 Penalty: 5434.428711
	Iteration 16Q: 3 clusters Score -7212727 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52948 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -7212764.500000 Penalty: 5434.428711
	Iteration 17Q: 3 clusters Score -7212764 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53059 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -7212778.500000 Penalty: 5434.428711
	Iteration 18Q: 3 clusters Score -7212778 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53153 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -7212804.500000 Penalty: 5434.428711
	Iteration 19Q: 3 clusters Score -7212804 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53219 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -7212831.500000 Penalty: 5434.428711
	Iteration 20F: 3 clusters Score -7212832 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53260 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -7212832.000000 Penalty: 5434.428711
	Iteration 21Q: 3 clusters Score -7212832 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53294 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -7212856.000000 Penalty: 5434.428711
	Iteration 22Q: 3 clusters Score -7212856 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53320 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -7212854.000000 Penalty: 5434.428711
	Iteration 23Q: 3 clusters Score -7212854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53338 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -7212864.000000 Penalty: 5434.428711
	Iteration 24Q: 3 clusters Score -7212864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53355 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -7212875.000000 Penalty: 5434.428711
	Iteration 25Q: 3 clusters Score -7212875 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53370 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -7212873.500000 Penalty: 5434.428711
	Iteration 26Q: 3 clusters Score -7212874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53386 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -7212869.500000 Penalty: 5434.428711
	Iteration 27Q: 3 clusters Score -7212870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53400 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -7212882.000000 Penalty: 5434.428711
	Iteration 28Q: 3 clusters Score -7212882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53414 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -7212884.500000 Penalty: 5434.428711
	Iteration 29Q: 3 clusters Score -7212884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53426 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -7212886.000000 Penalty: 5434.428711
	Iteration 30Q: 3 clusters Score -7212886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53439 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -7212875.000000 Penalty: 5434.428711
	Iteration 31Q: 3 clusters Score -7212875 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53452 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -7212868.000000 Penalty: 5434.428711
	Iteration 32Q: 3 clusters Score -7212868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53470 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -7212863.000000 Penalty: 5434.428711
	Iteration 33Q: 3 clusters Score -7212863 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53486 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -7212878.000000 Penalty: 5434.428711
	Iteration 34Q: 3 clusters Score -7212878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53496 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -7212879.500000 Penalty: 5434.428711
	Iteration 35Q: 3 clusters Score -7212880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53499 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -7212877.500000 Penalty: 5434.428711
	Iteration 36Q: 3 clusters Score -7212878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53500 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -7212883.500000 Penalty: 5434.428711
	Iteration 37Q: 3 clusters Score -7212884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53501 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -7212888.000000 Penalty: 5434.428711
	Iteration 38Q: 3 clusters Score -7212888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53502 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -7212881.500000 Penalty: 5434.428711
	Iteration 39Q: 3 clusters Score -7212882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53502 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -7212881.500000 Penalty: 5434.428711
	Iteration 40F: 3 clusters Score -7212882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 3 contains 53502 members 
Mstep: Class 4 contains 275606 members 
Mstep: Class 5 contains 14122 members 
Mstep: Class 6 contains 45204 members 
Mstep: Class 7 contains 1413 members 
Mstep: Class 8 contains 84364 members 
Mstep: Class 10 contains 22718 members 
Mstep: Class 11 contains 9337 members 
Mstep: Class 12 contains 19203 members 
Mstep: Class 13 contains 35009 members 
Mstep: Class 14 contains 3833 members 
Mstep: Class 15 contains 4630 members 
Mstep: Class 17 contains 2275 members 
Mstep: Class 18 contains 170127 members 
Mstep: Class 20 contains 27165 members 
Mstep: Class 21 contains 79376 members 
Mstep: Class 23 contains 4355 members 
Mstep: Class 24 contains 1336 members 
Entering Unmasked Estep 
Score: -104732224.000000 Penalty: 64373.832031
Splitting cluster 3 changes total score from -104730560.000000 to -104732224.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 4 (275606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275606 members 
Entering Unmasked Estep 
Score: -34229036.000000 Penalty: 3106.628418
	Iteration 0F: 2 clusters Score -3.422904e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138156 members 
Mstep: Class 2 contains 137450 members 
Entering Unmasked Estep 
Score: -34067256.000000 Penalty: 6213.256836
	Iteration 0F: 3 clusters Score -3.406726e+07 nChanged 133203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144841 members 
Mstep: Class 2 contains 130765 members 
Entering Unmasked Estep 
Score: -34147080.000000 Penalty: 6213.256836
	Iteration 1F: 3 clusters Score -3.414708e+07 nChanged 9506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149851 members 
Mstep: Class 2 contains 125755 members 
Entering Unmasked Estep 
Score: -34149852.000000 Penalty: 6213.256836
	Iteration 2Q: 3 clusters Score -3.414985e+07 nChanged 12197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157676 members 
Mstep: Class 2 contains 117930 members 
Entering Unmasked Estep 
Score: -34155096.000000 Penalty: 6213.256836
	Iteration 3Q: 3 clusters Score -3.41551e+07 nChanged 16373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169405 members 
Mstep: Class 2 contains 106201 members 
Entering Unmasked Estep 
Score: -34164468.000000 Penalty: 6213.256836
	Iteration 4F: 3 clusters Score -3.416447e+07 nChanged 21002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185537 members 
Mstep: Class 2 contains 90069 members 
Entering Unmasked Estep 
Score: -34179432.000000 Penalty: 6213.256836
	Iteration 5F: 3 clusters Score -3.417943e+07 nChanged 22785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203748 members 
Mstep: Class 2 contains 71858 members 
Entering Unmasked Estep 
Score: -34198616.000000 Penalty: 6213.256836
	Iteration 6F: 3 clusters Score -3.419862e+07 nChanged 19725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218867 members 
Mstep: Class 2 contains 56739 members 
Entering Unmasked Estep 
Score: -34215040.000000 Penalty: 6213.256836
	Iteration 7F: 3 clusters Score -3.421504e+07 nChanged 13786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228235 members 
Mstep: Class 2 contains 47371 members 
Entering Unmasked Estep 
Score: -34224512.000000 Penalty: 6213.256836
	Iteration 8F: 3 clusters Score -3.422451e+07 nChanged 8457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233766 members 
Mstep: Class 2 contains 41840 members 
Entering Unmasked Estep 
Score: -34228380.000000 Penalty: 6213.256836
	Iteration 9Q: 3 clusters Score -3.422838e+07 nChanged 5314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237924 members 
Mstep: Class 2 contains 37682 members 
Entering Unmasked Estep 
Score: -34230004.000000 Penalty: 6213.256836
	Iteration 10Q: 3 clusters Score -3.423e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241410 members 
Mstep: Class 2 contains 34196 members 
Entering Unmasked Estep 
Score: -34230992.000000 Penalty: 6213.256836
	Iteration 11Q: 3 clusters Score -3.423099e+07 nChanged 3307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244497 members 
Mstep: Class 2 contains 31109 members 
Entering Unmasked Estep 
Score: -34231532.000000 Penalty: 6213.256836
	Iteration 12Q: 3 clusters Score -3.423153e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247138 members 
Mstep: Class 2 contains 28468 members 
Entering Unmasked Estep 
Score: -34232116.000000 Penalty: 6213.256836
	Iteration 13Q: 3 clusters Score -3.423212e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249454 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -34232556.000000 Penalty: 6213.256836
	Iteration 14Q: 3 clusters Score -3.423256e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251558 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -34233092.000000 Penalty: 6213.256836
	Iteration 15Q: 3 clusters Score -3.423309e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253468 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -34233504.000000 Penalty: 6213.256836
	Iteration 16Q: 3 clusters Score -3.42335e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255080 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -34233780.000000 Penalty: 6213.256836
	Iteration 17Q: 3 clusters Score -3.423378e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256476 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -34233788.000000 Penalty: 6213.256836
	Iteration 18Q: 3 clusters Score -3.423379e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257707 members 
Mstep: Class 2 contains 17899 members 
Entering Unmasked Estep 
Score: -34233840.000000 Penalty: 6213.256836
	Iteration 19Q: 3 clusters Score -3.423384e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258702 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -34233916.000000 Penalty: 6213.256836
	Iteration 20F: 3 clusters Score -3.423392e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259510 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -34233888.000000 Penalty: 6213.256836
	Iteration 21Q: 3 clusters Score -3.423389e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260232 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -34233988.000000 Penalty: 6213.256836
	Iteration 22Q: 3 clusters Score -3.423399e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260823 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -34233948.000000 Penalty: 6213.256836
	Iteration 23Q: 3 clusters Score -3.423395e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261307 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -34234132.000000 Penalty: 6213.256836
	Iteration 24Q: 3 clusters Score -3.423413e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261724 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -34234188.000000 Penalty: 6213.256836
	Iteration 25Q: 3 clusters Score -3.423419e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262058 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -34234180.000000 Penalty: 6213.256836
	Iteration 26Q: 3 clusters Score -3.423418e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262345 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -34234220.000000 Penalty: 6213.256836
	Iteration 27Q: 3 clusters Score -3.423422e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262595 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -34234220.000000 Penalty: 6213.256836
	Iteration 28Q: 3 clusters Score -3.423422e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262805 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -34234156.000000 Penalty: 6213.256836
	Iteration 29Q: 3 clusters Score -3.423416e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262956 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -34234176.000000 Penalty: 6213.256836
	Iteration 30Q: 3 clusters Score -3.423418e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263081 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -34234224.000000 Penalty: 6213.256836
	Iteration 31Q: 3 clusters Score -3.423422e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263191 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -34234252.000000 Penalty: 6213.256836
	Iteration 32Q: 3 clusters Score -3.423425e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263258 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -34234236.000000 Penalty: 6213.256836
	Iteration 33Q: 3 clusters Score -3.423424e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263313 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -34234252.000000 Penalty: 6213.256836
	Iteration 34Q: 3 clusters Score -3.423425e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263361 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -34234248.000000 Penalty: 6213.256836
	Iteration 35Q: 3 clusters Score -3.423425e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263411 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -34234248.000000 Penalty: 6213.256836
	Iteration 36Q: 3 clusters Score -3.423425e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263454 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -34234236.000000 Penalty: 6213.256836
	Iteration 37Q: 3 clusters Score -3.423424e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263481 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -34234204.000000 Penalty: 6213.256836
	Iteration 38Q: 3 clusters Score -3.42342e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263506 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -34234160.000000 Penalty: 6213.256836
	Iteration 39Q: 3 clusters Score -3.423416e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263542 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -34234152.000000 Penalty: 6213.256836
	Iteration 40F: 3 clusters Score -3.423415e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263573 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -34234132.000000 Penalty: 6213.256836
	Iteration 41Q: 3 clusters Score -3.423413e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263598 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -34234132.000000 Penalty: 6213.256836
	Iteration 42Q: 3 clusters Score -3.423413e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263614 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -34234172.000000 Penalty: 6213.256836
	Iteration 43Q: 3 clusters Score -3.423417e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263623 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -34234160.000000 Penalty: 6213.256836
	Iteration 44Q: 3 clusters Score -3.423416e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263636 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -34234180.000000 Penalty: 6213.256836
	Iteration 45Q: 3 clusters Score -3.423418e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263661 members 
Mstep: Class 2 contains 11945 members 
Entering Unmasked Estep 
Score: -34234160.000000 Penalty: 6213.256836
	Iteration 46Q: 3 clusters Score -3.423416e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263678 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -34234168.000000 Penalty: 6213.256836
	Iteration 47Q: 3 clusters Score -3.423417e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263688 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -34234156.000000 Penalty: 6213.256836
	Iteration 48Q: 3 clusters Score -3.423416e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263695 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -34234160.000000 Penalty: 6213.256836
	Iteration 49Q: 3 clusters Score -3.423416e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263704 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -34234176.000000 Penalty: 6213.256836
	Iteration 50Q: 3 clusters Score -3.423418e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263714 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -34234180.000000 Penalty: 6213.256836
	Iteration 51Q: 3 clusters Score -3.423418e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263719 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -34234184.000000 Penalty: 6213.256836
	Iteration 52Q: 3 clusters Score -3.423418e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263727 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -34234200.000000 Penalty: 6213.256836
	Iteration 53Q: 3 clusters Score -3.42342e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263735 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -34234204.000000 Penalty: 6213.256836
	Iteration 54Q: 3 clusters Score -3.42342e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263739 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -34234200.000000 Penalty: 6213.256836
	Iteration 55Q: 3 clusters Score -3.42342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263742 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -34234192.000000 Penalty: 6213.256836
	Iteration 56Q: 3 clusters Score -3.423419e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263742 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -34234192.000000 Penalty: 6213.256836
	Iteration 57F: 3 clusters Score -3.423419e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 11864 members 
Mstep: Class 3 contains 53502 members 
Mstep: Class 4 contains 263742 members 
Mstep: Class 5 contains 14122 members 
Mstep: Class 6 contains 45204 members 
Mstep: Class 7 contains 1413 members 
Mstep: Class 8 contains 84364 members 
Mstep: Class 10 contains 22718 members 
Mstep: Class 11 contains 9337 members 
Mstep: Class 12 contains 19203 members 
Mstep: Class 13 contains 35009 members 
Mstep: Class 14 contains 3833 members 
Mstep: Class 15 contains 4630 members 
Mstep: Class 17 contains 2275 members 
Mstep: Class 18 contains 170127 members 
Mstep: Class 20 contains 27165 members 
Mstep: Class 21 contains 79376 members 
Mstep: Class 23 contains 4355 members 
Mstep: Class 24 contains 1336 members 
Entering Unmasked Estep 
Score: -104737976.000000 Penalty: 67761.929688
Splitting cluster 4 changes total score from -104730560.000000 to -104737976.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 5 (14122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Entering Unmasked Estep 
Score: -1758207.875000 Penalty: 2369.761475
	Iteration 0F: 2 clusters Score -1758208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1747854.125000 Penalty: 4739.522949
	Iteration 0F: 3 clusters Score -1747854 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1751088.750000 Penalty: 4739.522949
	Iteration 1F: 3 clusters Score -1751089 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1751453.375000 Penalty: 4739.522949
	Iteration 2F: 3 clusters Score -1751453 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1751758.500000 Penalty: 4739.522949
	Iteration 3Q: 3 clusters Score -1751758 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1752069.625000 Penalty: 4739.522949
	Iteration 4Q: 3 clusters Score -1752070 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1752431.125000 Penalty: 4739.522949
	Iteration 5Q: 3 clusters Score -1752431 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1752840.500000 Penalty: 4739.522949
	Iteration 6Q: 3 clusters Score -1752840 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1753273.500000 Penalty: 4739.522949
	Iteration 7Q: 3 clusters Score -1753274 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1753726.125000 Penalty: 4739.522949
	Iteration 8Q: 3 clusters Score -1753726 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1754260.000000 Penalty: 4739.522949
	Iteration 9Q: 3 clusters Score -1754260 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1754734.250000 Penalty: 4739.522949
	Iteration 10Q: 3 clusters Score -1754734 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1755110.125000 Penalty: 4739.522949
	Iteration 11Q: 3 clusters Score -1755110 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1755328.125000 Penalty: 4739.522949
	Iteration 12Q: 3 clusters Score -1755328 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -1755473.000000 Penalty: 4739.522949
	Iteration 13Q: 3 clusters Score -1755473 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1755559.000000 Penalty: 4739.522949
	Iteration 14Q: 3 clusters Score -1755559 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1755629.250000 Penalty: 4739.522949
	Iteration 15Q: 3 clusters Score -1755629 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1755669.375000 Penalty: 4739.522949
	Iteration 16Q: 3 clusters Score -1755669 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1755700.125000 Penalty: 4739.522949
	Iteration 17Q: 3 clusters Score -1755700 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -1755721.500000 Penalty: 4739.522949
	Iteration 18Q: 3 clusters Score -1755722 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1755744.000000 Penalty: 4739.522949
	Iteration 19Q: 3 clusters Score -1755744 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1755765.625000 Penalty: 4739.522949
	Iteration 20F: 3 clusters Score -1755766 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1755780.750000 Penalty: 4739.522949
	Iteration 21Q: 3 clusters Score -1755781 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1755797.250000 Penalty: 4739.522949
	Iteration 22Q: 3 clusters Score -1755797 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1755811.625000 Penalty: 4739.522949
	Iteration 23Q: 3 clusters Score -1755812 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1755831.000000 Penalty: 4739.522949
	Iteration 24Q: 3 clusters Score -1755831 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1755843.500000 Penalty: 4739.522949
	Iteration 25Q: 3 clusters Score -1755844 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1755855.750000 Penalty: 4739.522949
	Iteration 26Q: 3 clusters Score -1755856 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1755867 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1755885 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1755893.250000 Penalty: 4739.522949
	Iteration 29Q: 3 clusters Score -1755893 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1755909 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1755937 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1755959.250000 Penalty: 4739.522949
	Iteration 32Q: 3 clusters Score -1755959 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1755984.875000 Penalty: 4739.522949
	Iteration 33Q: 3 clusters Score -1755985 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1756001.125000 Penalty: 4739.522949
	Iteration 34Q: 3 clusters Score -1756001 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1756022.375000 Penalty: 4739.522949
	Iteration 35Q: 3 clusters Score -1756022 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1756043.250000 Penalty: 4739.522949
	Iteration 36Q: 3 clusters Score -1756043 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8801 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1756070.000000 Penalty: 4739.522949
	Iteration 37Q: 3 clusters Score -1756070 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1756084.500000 Penalty: 4739.522949
	Iteration 38Q: 3 clusters Score -1756084 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1756101.125000 Penalty: 4739.522949
	Iteration 39Q: 3 clusters Score -1756101 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1756111.250000 Penalty: 4739.522949
	Iteration 40F: 3 clusters Score -1756111 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1756124.875000 Penalty: 4739.522949
	Iteration 41Q: 3 clusters Score -1756125 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1756136.875000 Penalty: 4739.522949
	Iteration 42Q: 3 clusters Score -1756137 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1756145.750000 Penalty: 4739.522949
	Iteration 43Q: 3 clusters Score -1756146 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1756158.375000 Penalty: 4739.522949
	Iteration 44Q: 3 clusters Score -1756158 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1756163.875000 Penalty: 4739.522949
	Iteration 45Q: 3 clusters Score -1756164 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1756170.875000 Penalty: 4739.522949
	Iteration 46Q: 3 clusters Score -1756171 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -1756179.000000 Penalty: 4739.522949
	Iteration 47Q: 3 clusters Score -1756179 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1756195.125000 Penalty: 4739.522949
	Iteration 48Q: 3 clusters Score -1756195 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1756214.750000 Penalty: 4739.522949
	Iteration 49Q: 3 clusters Score -1756215 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1756233.750000 Penalty: 4739.522949
	Iteration 50Q: 3 clusters Score -1756234 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1756247.125000 Penalty: 4739.522949
	Iteration 51Q: 3 clusters Score -1756247 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1756272 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -1756304.000000 Penalty: 4739.522949
	Iteration 53Q: 3 clusters Score -1756304 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1756349 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1756382 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1756411 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1756440.000000 Penalty: 4739.522949
	Iteration 57Q: 3 clusters Score -1756440 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1756471.375000 Penalty: 4739.522949
	Iteration 58Q: 3 clusters Score -1756471 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -1756499.500000 Penalty: 4739.522949
	Iteration 59Q: 3 clusters Score -1756500 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1756537.875000 Penalty: 4739.522949
	Iteration 60F: 3 clusters Score -1756538 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1756568.875000 Penalty: 4739.522949
	Iteration 61Q: 3 clusters Score -1756569 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1756598.375000 Penalty: 4739.522949
	Iteration 62Q: 3 clusters Score -1756598 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1756634.750000 Penalty: 4739.522949
	Iteration 63Q: 3 clusters Score -1756635 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1756673.125000 Penalty: 4739.522949
	Iteration 64Q: 3 clusters Score -1756673 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1756690.750000 Penalty: 4739.522949
	Iteration 65Q: 3 clusters Score -1756691 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1756721.250000 Penalty: 4739.522949
	Iteration 66Q: 3 clusters Score -1756721 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1756741.500000 Penalty: 4739.522949
	Iteration 67Q: 3 clusters Score -1756742 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1756768.250000 Penalty: 4739.522949
	Iteration 68Q: 3 clusters Score -1756768 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1756780.000000 Penalty: 4739.522949
	Iteration 69Q: 3 clusters Score -1756780 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1756805.250000 Penalty: 4739.522949
	Iteration 70Q: 3 clusters Score -1756805 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1756830.375000 Penalty: 4739.522949
	Iteration 71Q: 3 clusters Score -1756830 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -1756861.125000 Penalty: 4739.522949
	Iteration 72Q: 3 clusters Score -1756861 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1756880.000000 Penalty: 4739.522949
	Iteration 73Q: 3 clusters Score -1756880 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -1756897.625000 Penalty: 4739.522949
	Iteration 74Q: 3 clusters Score -1756898 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1756931.875000 Penalty: 4739.522949
	Iteration 75Q: 3 clusters Score -1756932 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1756964.375000 Penalty: 4739.522949
	Iteration 76Q: 3 clusters Score -1756964 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1756998.625000 Penalty: 4739.522949
	Iteration 77Q: 3 clusters Score -1756999 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1757041.375000 Penalty: 4739.522949
	Iteration 78Q: 3 clusters Score -1757041 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1757103.375000 Penalty: 4739.522949
	Iteration 79Q: 3 clusters Score -1757103 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -1757181.250000 Penalty: 4739.522949
	Iteration 80F: 3 clusters Score -1757181 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1757239.750000 Penalty: 4739.522949
	Iteration 81Q: 3 clusters Score -1757240 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1757302.000000 Penalty: 4739.522949
	Iteration 82Q: 3 clusters Score -1757302 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1757331.875000 Penalty: 4739.522949
	Iteration 83Q: 3 clusters Score -1757332 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1757362.500000 Penalty: 4739.522949
	Iteration 84Q: 3 clusters Score -1757362 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1757381.125000 Penalty: 4739.522949
	Iteration 85Q: 3 clusters Score -1757381 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1757406.375000 Penalty: 4739.522949
	Iteration 86Q: 3 clusters Score -1757406 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -1757417.500000 Penalty: 4739.522949
	Iteration 87Q: 3 clusters Score -1757418 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1757426.375000 Penalty: 4739.522949
	Iteration 88Q: 3 clusters Score -1757426 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1757433.875000 Penalty: 4739.522949
	Iteration 89Q: 3 clusters Score -1757434 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -1757441.250000 Penalty: 4739.522949
	Iteration 90Q: 3 clusters Score -1757441 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1757443.125000 Penalty: 4739.522949
	Iteration 91Q: 3 clusters Score -1757443 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1757450.500000 Penalty: 4739.522949
	Iteration 92Q: 3 clusters Score -1757450 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1757452.625000 Penalty: 4739.522949
	Iteration 93Q: 3 clusters Score -1757453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1757449.625000 Penalty: 4739.522949
	Iteration 94Q: 3 clusters Score -1757450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1757449.500000 Penalty: 4739.522949
	Iteration 95Q: 3 clusters Score -1757450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1757448.625000 Penalty: 4739.522949
	Iteration 96Q: 3 clusters Score -1757449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1757452.625000 Penalty: 4739.522949
	Iteration 97Q: 3 clusters Score -1757453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1757452.625000 Penalty: 4739.522949
	Iteration 98Q: 3 clusters Score -1757453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1757453.125000 Penalty: 4739.522949
	Iteration 99Q: 3 clusters Score -1757453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 9782 members 
Entering Unmasked Estep 
Score: -1757452.250000 Penalty: 4739.522949
	Iteration 100F: 3 clusters Score -1757452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1757450.000000 Penalty: 4739.522949
	Iteration 101Q: 3 clusters Score -1757450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -1757450.500000 Penalty: 4739.522949
	Iteration 102Q: 3 clusters Score -1757450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1757449.875000 Penalty: 4739.522949
	Iteration 103Q: 3 clusters Score -1757450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1757452.625000 Penalty: 4739.522949
	Iteration 104Q: 3 clusters Score -1757453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1757452 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1757452.000000 Penalty: 4739.522949
	Iteration 106F: 3 clusters Score -1757452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (45204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45204 members 
Entering Unmasked Estep 
Score: -5694184.500000 Penalty: 2658.297363
	Iteration 0F: 2 clusters Score -5694184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 22457 members 
Entering Unmasked Estep 
Score: -5663589.500000 Penalty: 5316.594727
	Iteration 0F: 3 clusters Score -5663590 nChanged 20920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -5675234 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -5676306 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -5678365.000000 Penalty: 5316.594727
	Iteration 3Q: 3 clusters Score -5678365 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24963 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -5681520.500000 Penalty: 5316.594727
	Iteration 4F: 3 clusters Score -5681520 nChanged 3284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -5684388.500000 Penalty: 5316.594727
	Iteration 5F: 3 clusters Score -5684388 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -5687038.000000 Penalty: 5316.594727
	Iteration 6F: 3 clusters Score -5687038 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -5689757.500000 Penalty: 5316.594727
	Iteration 7F: 3 clusters Score -5689758 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -5692215.000000 Penalty: 5316.594727
	Iteration 8F: 3 clusters Score -5692215 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 30088 members 
Entering Unmasked Estep 
Score: -5693970.500000 Penalty: 5316.594727
	Iteration 9F: 3 clusters Score -5693970 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -5695202.000000 Penalty: 5316.594727
	Iteration 10Q: 3 clusters Score -5695202 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 33244 members 
Entering Unmasked Estep 
Score: -5696149.500000 Penalty: 5316.594727
	Iteration 11Q: 3 clusters Score -5696150 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 34401 members 
Entering Unmasked Estep 
Score: -5696929.000000 Penalty: 5316.594727
	Iteration 12Q: 3 clusters Score -5696929 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 35334 members 
Entering Unmasked Estep 
Score: -5697497.000000 Penalty: 5316.594727
	Iteration 13Q: 3 clusters Score -5697497 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -5697962.500000 Penalty: 5316.594727
	Iteration 14Q: 3 clusters Score -5697962 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 36723 members 
Entering Unmasked Estep 
Score: -5698311.500000 Penalty: 5316.594727
	Iteration 15Q: 3 clusters Score -5698312 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7963 members 
Mstep: Class 2 contains 37241 members 
Entering Unmasked Estep 
Score: -5698590.500000 Penalty: 5316.594727
	Iteration 16Q: 3 clusters Score -5698590 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -5698771.500000 Penalty: 5316.594727
	Iteration 17Q: 3 clusters Score -5698772 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 38012 members 
Entering Unmasked Estep 
Score: -5698932.000000 Penalty: 5316.594727
	Iteration 18Q: 3 clusters Score -5698932 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 38257 members 
Entering Unmasked Estep 
Score: -5699002.000000 Penalty: 5316.594727
	Iteration 19Q: 3 clusters Score -5699002 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 38434 members 
Entering Unmasked Estep 
Score: -5699045.000000 Penalty: 5316.594727
	Iteration 20F: 3 clusters Score -5699045 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 38562 members 
Entering Unmasked Estep 
Score: -5699063.000000 Penalty: 5316.594727
	Iteration 21Q: 3 clusters Score -5699063 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 38653 members 
Entering Unmasked Estep 
Score: -5699065.500000 Penalty: 5316.594727
	Iteration 22Q: 3 clusters Score -5699066 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 38716 members 
Entering Unmasked Estep 
Score: -5699087.500000 Penalty: 5316.594727
	Iteration 23Q: 3 clusters Score -5699088 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 38778 members 
Entering Unmasked Estep 
Score: -5699084.000000 Penalty: 5316.594727
	Iteration 24Q: 3 clusters Score -5699084 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 38818 members 
Entering Unmasked Estep 
Score: -5699068.500000 Penalty: 5316.594727
	Iteration 25Q: 3 clusters Score -5699068 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 38850 members 
Entering Unmasked Estep 
Score: -5699088.000000 Penalty: 5316.594727
	Iteration 26Q: 3 clusters Score -5699088 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 38877 members 
Entering Unmasked Estep 
Score: -5699089.500000 Penalty: 5316.594727
	Iteration 27Q: 3 clusters Score -5699090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 38899 members 
Entering Unmasked Estep 
Score: -5699096.000000 Penalty: 5316.594727
	Iteration 28Q: 3 clusters Score -5699096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 38914 members 
Entering Unmasked Estep 
Score: -5699101.500000 Penalty: 5316.594727
	Iteration 29Q: 3 clusters Score -5699102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 38926 members 
Entering Unmasked Estep 
Score: -5699112.000000 Penalty: 5316.594727
	Iteration 30Q: 3 clusters Score -5699112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 38934 members 
Entering Unmasked Estep 
Score: -5699111.000000 Penalty: 5316.594727
	Iteration 31Q: 3 clusters Score -5699111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 38938 members 
Entering Unmasked Estep 
Score: -5699111.000000 Penalty: 5316.594727
	Iteration 32Q: 3 clusters Score -5699111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 38941 members 
Entering Unmasked Estep 
Score: -5699110.000000 Penalty: 5316.594727
	Iteration 33Q: 3 clusters Score -5699110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 38942 members 
Entering Unmasked Estep 
Score: -5699107.000000 Penalty: 5316.594727
	Iteration 34Q: 3 clusters Score -5699107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 38944 members 
Entering Unmasked Estep 
Score: -5699102.500000 Penalty: 5316.594727
	Iteration 35Q: 3 clusters Score -5699102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 38944 members 
Entering Unmasked Estep 
Score: -5699102.500000 Penalty: 5316.594727
	Iteration 36F: 3 clusters Score -5699102 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 11864 members 
Mstep: Class 3 contains 53502 members 
Mstep: Class 4 contains 263742 members 
Mstep: Class 5 contains 14122 members 
Mstep: Class 6 contains 6260 members 
Mstep: Class 7 contains 1413 members 
Mstep: Class 8 contains 84364 members 
Mstep: Class 9 contains 38944 members 
Mstep: Class 10 contains 22718 members 
Mstep: Class 11 contains 9337 members 
Mstep: Class 12 contains 19203 members 
Mstep: Class 13 contains 35009 members 
Mstep: Class 14 contains 3833 members 
Mstep: Class 15 contains 4630 members 
Mstep: Class 17 contains 2275 members 
Mstep: Class 18 contains 170127 members 
Mstep: Class 20 contains 27165 members 
Mstep: Class 21 contains 79376 members 
Mstep: Class 23 contains 4355 members 
Mstep: Class 24 contains 1336 members 
Entering Unmasked Estep 
Score: -104742512.000000 Penalty: 71150.023438
Splitting cluster 6 changes total score from -104730560.000000 to -104742512.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 7 (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: -164129.515625 Penalty: 1798.860718
	Iteration 0F: 2 clusters Score -164129.5 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: -161912.734375 Penalty: 3597.721436
	Iteration 0F: 3 clusters Score -161912.7 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -162388.281250 Penalty: 3597.721436
	Iteration 1F: 3 clusters Score -162388.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -162643.015625 Penalty: 3597.721436
	Iteration 2F: 3 clusters Score -162643 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -162867.765625 Penalty: 3597.721436
	Iteration 3F: 3 clusters Score -162867.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -163116.796875 Penalty: 3597.721436
	Iteration 4F: 3 clusters Score -163116.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -163290.890625 Penalty: 3597.721436
	Iteration 5F: 3 clusters Score -163290.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -163417.437500 Penalty: 3597.721436
	Iteration 6Q: 3 clusters Score -163417.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -163546.000000 Penalty: 3597.721436
	Iteration 7Q: 3 clusters Score -163546 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -163637.218750 Penalty: 3597.721436
	Iteration 8Q: 3 clusters Score -163637.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -163715.140625 Penalty: 3597.721436
	Iteration 9Q: 3 clusters Score -163715.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -163747.343750 Penalty: 3597.721436
	Iteration 10Q: 3 clusters Score -163747.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -163777.250000 Penalty: 3597.721436
	Iteration 11Q: 3 clusters Score -163777.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -163784.062500 Penalty: 3597.721436
	Iteration 12Q: 3 clusters Score -163784.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -163789.203125 Penalty: 3597.721436
	Iteration 13Q: 3 clusters Score -163789.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -163792.062500 Penalty: 3597.721436
	Iteration 14Q: 3 clusters Score -163792.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -163795.734375 Penalty: 3597.721436
	Iteration 15Q: 3 clusters Score -163795.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -163801.078125 Penalty: 3597.721436
	Iteration 16Q: 3 clusters Score -163801.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -163803.375000 Penalty: 3597.721436
	Iteration 17Q: 3 clusters Score -163803.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -163808.984375 Penalty: 3597.721436
	Iteration 18Q: 3 clusters Score -163809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -163819.812500 Penalty: 3597.721436
	Iteration 19Q: 3 clusters Score -163819.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -163834.015625 Penalty: 3597.721436
	Iteration 20F: 3 clusters Score -163834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -163846.359375 Penalty: 3597.721436
	Iteration 21Q: 3 clusters Score -163846.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -163862.625000 Penalty: 3597.721436
	Iteration 22Q: 3 clusters Score -163862.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -163872.953125 Penalty: 3597.721436
	Iteration 23Q: 3 clusters Score -163873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -163873.734375 Penalty: 3597.721436
	Iteration 24Q: 3 clusters Score -163873.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -163874.671875 Penalty: 3597.721436
	Iteration 25Q: 3 clusters Score -163874.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -163879.656250 Penalty: 3597.721436
	Iteration 26Q: 3 clusters Score -163879.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -163885.187500 Penalty: 3597.721436
	Iteration 27Q: 3 clusters Score -163885.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -163890.953125 Penalty: 3597.721436
	Iteration 28Q: 3 clusters Score -163891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -163899.843750 Penalty: 3597.721436
	Iteration 29Q: 3 clusters Score -163899.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -163913.687500 Penalty: 3597.721436
	Iteration 30Q: 3 clusters Score -163913.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -163924.000000 Penalty: 3597.721436
	Iteration 31Q: 3 clusters Score -163924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -163936.156250 Penalty: 3597.721436
	Iteration 32Q: 3 clusters Score -163936.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -163944.093750 Penalty: 3597.721436
	Iteration 33Q: 3 clusters Score -163944.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -163961.265625 Penalty: 3597.721436
	Iteration 34Q: 3 clusters Score -163961.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -163978.171875 Penalty: 3597.721436
	Iteration 35Q: 3 clusters Score -163978.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -163986.562500 Penalty: 3597.721436
	Iteration 36Q: 3 clusters Score -163986.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -163990.328125 Penalty: 3597.721436
	Iteration 37Q: 3 clusters Score -163990.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -163991.343750 Penalty: 3597.721436
	Iteration 38Q: 3 clusters Score -163991.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -163992.296875 Penalty: 3597.721436
	Iteration 39Q: 3 clusters Score -163992.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -163992.296875 Penalty: 3597.721436
	Iteration 40F: 3 clusters Score -163992.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (84364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84364 members 
Entering Unmasked Estep 
Score: -10594735.000000 Penalty: 2813.038330
	Iteration 0F: 2 clusters Score -1.059474e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42433 members 
Mstep: Class 2 contains 41931 members 
Entering Unmasked Estep 
Score: -10538052.000000 Penalty: 5626.076660
	Iteration 0F: 3 clusters Score -1.053805e+07 nChanged 39737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46508 members 
Mstep: Class 2 contains 37856 members 
Entering Unmasked Estep 
Score: -10560934.000000 Penalty: 5626.076660
	Iteration 1F: 3 clusters Score -1.056093e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49002 members 
Mstep: Class 2 contains 35362 members 
Entering Unmasked Estep 
Score: -10562290.000000 Penalty: 5626.076660
	Iteration 2Q: 3 clusters Score -1.056229e+07 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52561 members 
Mstep: Class 2 contains 31803 members 
Entering Unmasked Estep 
Score: -10564217.000000 Penalty: 5626.076660
	Iteration 3Q: 3 clusters Score -1.056422e+07 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57613 members 
Mstep: Class 2 contains 26751 members 
Entering Unmasked Estep 
Score: -10567584.000000 Penalty: 5626.076660
	Iteration 4F: 3 clusters Score -1.056758e+07 nChanged 6618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64095 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -10572991.000000 Penalty: 5626.076660
	Iteration 5F: 3 clusters Score -1.057299e+07 nChanged 7139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71148 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -10579630.000000 Penalty: 5626.076660
	Iteration 6F: 3 clusters Score -1.057963e+07 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77286 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -10585803.000000 Penalty: 5626.076660
	Iteration 7F: 3 clusters Score -1.05858e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81246 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -10589682.000000 Penalty: 5626.076660
	Iteration 8Q: 3 clusters Score -1.058968e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82965 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -10591248.000000 Penalty: 5626.076660
	Iteration 9Q: 3 clusters Score -1.059125e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83561 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -10591771.000000 Penalty: 5626.076660
	Iteration 10Q: 3 clusters Score -1.059177e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83802 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -10592034.000000 Penalty: 5626.076660
	Iteration 11Q: 3 clusters Score -1.059203e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83884 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -10592114.000000 Penalty: 5626.076660
	Iteration 12Q: 3 clusters Score -1.059211e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83927 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -10592167.000000 Penalty: 5626.076660
	Iteration 13Q: 3 clusters Score -1.059217e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83951 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -10592198.000000 Penalty: 5626.076660
	Iteration 14Q: 3 clusters Score -1.05922e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83958 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -10592227.000000 Penalty: 5626.076660
	Iteration 15Q: 3 clusters Score -1.059223e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83969 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -10592257.000000 Penalty: 5626.076660
	Iteration 16Q: 3 clusters Score -1.059226e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83973 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -10592271.000000 Penalty: 5626.076660
	Iteration 17Q: 3 clusters Score -1.059227e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83979 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -10592272.000000 Penalty: 5626.076660
	Iteration 18Q: 3 clusters Score -1.059227e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83982 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -10592288.000000 Penalty: 5626.076660
	Iteration 19Q: 3 clusters Score -1.059229e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83984 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -10592309.000000 Penalty: 5626.076660
	Iteration 20F: 3 clusters Score -1.059231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83987 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -10592311.000000 Penalty: 5626.076660
	Iteration 21Q: 3 clusters Score -1.059231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83990 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -10592325.000000 Penalty: 5626.076660
	Iteration 22Q: 3 clusters Score -1.059232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83992 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -10592325.000000 Penalty: 5626.076660
	Iteration 23Q: 3 clusters Score -1.059232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83991 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -10592325.000000 Penalty: 5626.076660
	Iteration 24Q: 3 clusters Score -1.059232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83990 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -10592325.000000 Penalty: 5626.076660
	Iteration 25Q: 3 clusters Score -1.059232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83989 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -10592325.000000 Penalty: 5626.076660
	Iteration 26Q: 3 clusters Score -1.059232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83990 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -10592331.000000 Penalty: 5626.076660
	Iteration 27Q: 3 clusters Score -1.059233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83989 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -10592334.000000 Penalty: 5626.076660
	Iteration 28Q: 3 clusters Score -1.059233e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83989 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -10592336.000000 Penalty: 5626.076660
	Iteration 29Q: 3 clusters Score -1.059234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83991 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -10592344.000000 Penalty: 5626.076660
	Iteration 30Q: 3 clusters Score -1.059234e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83991 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -10592344.000000 Penalty: 5626.076660
	Iteration 31F: 3 clusters Score -1.059234e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22718 members 
Entering Unmasked Estep 
Score: -2731462.750000 Penalty: 2487.666260
	Iteration 0F: 2 clusters Score -2731463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -2715467.250000 Penalty: 4975.332520
	Iteration 0F: 3 clusters Score -2715467 nChanged 10200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -2720987.250000 Penalty: 4975.332520
	Iteration 1F: 3 clusters Score -2720987 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11546 members 
Mstep: Class 2 contains 11172 members 
Entering Unmasked Estep 
Score: -2721408.500000 Penalty: 4975.332520
	Iteration 2F: 3 clusters Score -2721408 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -2721758.500000 Penalty: 4975.332520
	Iteration 3Q: 3 clusters Score -2721758 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -2722071.000000 Penalty: 4975.332520
	Iteration 4Q: 3 clusters Score -2722071 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -2722381.000000 Penalty: 4975.332520
	Iteration 5Q: 3 clusters Score -2722381 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -2722726.250000 Penalty: 4975.332520
	Iteration 6Q: 3 clusters Score -2722726 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -2723125.250000 Penalty: 4975.332520
	Iteration 7Q: 3 clusters Score -2723125 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2723587.750000 Penalty: 4975.332520
	Iteration 8Q: 3 clusters Score -2723588 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -2724056.750000 Penalty: 4975.332520
	Iteration 9Q: 3 clusters Score -2724057 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -2724554.250000 Penalty: 4975.332520
	Iteration 10Q: 3 clusters Score -2724554 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -2724961.750000 Penalty: 4975.332520
	Iteration 11Q: 3 clusters Score -2724962 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -2725274.250000 Penalty: 4975.332520
	Iteration 12Q: 3 clusters Score -2725274 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -2725572.000000 Penalty: 4975.332520
	Iteration 13Q: 3 clusters Score -2725572 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -2725854.000000 Penalty: 4975.332520
	Iteration 14Q: 3 clusters Score -2725854 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -2726114.250000 Penalty: 4975.332520
	Iteration 15Q: 3 clusters Score -2726114 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -2726368.000000 Penalty: 4975.332520
	Iteration 16Q: 3 clusters Score -2726368 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -2726638.500000 Penalty: 4975.332520
	Iteration 17Q: 3 clusters Score -2726638 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -2726901.250000 Penalty: 4975.332520
	Iteration 18Q: 3 clusters Score -2726901 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -2727200.500000 Penalty: 4975.332520
	Iteration 19Q: 3 clusters Score -2727200 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -2727487.500000 Penalty: 4975.332520
	Iteration 20F: 3 clusters Score -2727488 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -2727755.500000 Penalty: 4975.332520
	Iteration 21Q: 3 clusters Score -2727756 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -2727999.250000 Penalty: 4975.332520
	Iteration 22Q: 3 clusters Score -2727999 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -2728218.500000 Penalty: 4975.332520
	Iteration 23Q: 3 clusters Score -2728218 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -2728426.250000 Penalty: 4975.332520
	Iteration 24Q: 3 clusters Score -2728426 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -2728594.750000 Penalty: 4975.332520
	Iteration 25Q: 3 clusters Score -2728595 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -2728744.500000 Penalty: 4975.332520
	Iteration 26Q: 3 clusters Score -2728744 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -2728873.750000 Penalty: 4975.332520
	Iteration 27Q: 3 clusters Score -2728874 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -2728987.000000 Penalty: 4975.332520
	Iteration 28Q: 3 clusters Score -2728987 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -2729060.500000 Penalty: 4975.332520
	Iteration 29Q: 3 clusters Score -2729060 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -2729147.750000 Penalty: 4975.332520
	Iteration 30Q: 3 clusters Score -2729148 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -2729226.500000 Penalty: 4975.332520
	Iteration 31Q: 3 clusters Score -2729226 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2729264.750000 Penalty: 4975.332520
	Iteration 32Q: 3 clusters Score -2729265 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2729306.750000 Penalty: 4975.332520
	Iteration 33Q: 3 clusters Score -2729307 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2729335.500000 Penalty: 4975.332520
	Iteration 34Q: 3 clusters Score -2729336 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2729363.750000 Penalty: 4975.332520
	Iteration 35Q: 3 clusters Score -2729364 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2729408.250000 Penalty: 4975.332520
	Iteration 36Q: 3 clusters Score -2729408 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2729447.750000 Penalty: 4975.332520
	Iteration 37Q: 3 clusters Score -2729448 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21048 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2729478.250000 Penalty: 4975.332520
	Iteration 38Q: 3 clusters Score -2729478 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2729511.500000 Penalty: 4975.332520
	Iteration 39Q: 3 clusters Score -2729512 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2729536.500000 Penalty: 4975.332520
	Iteration 40F: 3 clusters Score -2729536 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2729550.000000 Penalty: 4975.332520
	Iteration 41Q: 3 clusters Score -2729550 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2729560.000000 Penalty: 4975.332520
	Iteration 42Q: 3 clusters Score -2729560 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2729573.750000 Penalty: 4975.332520
	Iteration 43Q: 3 clusters Score -2729574 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2729588.500000 Penalty: 4975.332520
	Iteration 44Q: 3 clusters Score -2729588 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2729595.250000 Penalty: 4975.332520
	Iteration 45Q: 3 clusters Score -2729595 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2729599.000000 Penalty: 4975.332520
	Iteration 46Q: 3 clusters Score -2729599 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2729611.000000 Penalty: 4975.332520
	Iteration 47Q: 3 clusters Score -2729611 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -2729618.250000 Penalty: 4975.332520
	Iteration 48Q: 3 clusters Score -2729618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2729620.000000 Penalty: 4975.332520
	Iteration 49Q: 3 clusters Score -2729620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2729622.250000 Penalty: 4975.332520
	Iteration 50Q: 3 clusters Score -2729622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -2729625.750000 Penalty: 4975.332520
	Iteration 51Q: 3 clusters Score -2729626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2729626.250000 Penalty: 4975.332520
	Iteration 52Q: 3 clusters Score -2729626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2729633.750000 Penalty: 4975.332520
	Iteration 53Q: 3 clusters Score -2729634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2729632.500000 Penalty: 4975.332520
	Iteration 54Q: 3 clusters Score -2729632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2729638.250000 Penalty: 4975.332520
	Iteration 55Q: 3 clusters Score -2729638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2729641.500000 Penalty: 4975.332520
	Iteration 56Q: 3 clusters Score -2729642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2729642.000000 Penalty: 4975.332520
	Iteration 57Q: 3 clusters Score -2729642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2729643.000000 Penalty: 4975.332520
	Iteration 58Q: 3 clusters Score -2729643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2729648.500000 Penalty: 4975.332520
	Iteration 59Q: 3 clusters Score -2729648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2729648.250000 Penalty: 4975.332520
	Iteration 60F: 3 clusters Score -2729648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2729649.250000 Penalty: 4975.332520
	Iteration 61Q: 3 clusters Score -2729649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2729647.250000 Penalty: 4975.332520
	Iteration 62Q: 3 clusters Score -2729647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2729647.250000 Penalty: 4975.332520
	Iteration 63F: 3 clusters Score -2729647 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Entering Unmasked Estep 
Score: -1106583.125000 Penalty: 2267.151367
	Iteration 0F: 2 clusters Score -1106583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1099398.500000 Penalty: 4534.302734
	Iteration 0F: 3 clusters Score -1099398 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1101697.875000 Penalty: 4534.302734
	Iteration 1F: 3 clusters Score -1101698 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1102374.500000 Penalty: 4534.302734
	Iteration 2F: 3 clusters Score -1102374 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1103017.250000 Penalty: 4534.302734
	Iteration 3F: 3 clusters Score -1103017 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1103635.875000 Penalty: 4534.302734
	Iteration 4F: 3 clusters Score -1103636 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1104155.875000 Penalty: 4534.302734
	Iteration 5F: 3 clusters Score -1104156 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -1104574.000000 Penalty: 4534.302734
	Iteration 6F: 3 clusters Score -1104574 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1104843.500000 Penalty: 4534.302734
	Iteration 7Q: 3 clusters Score -1104844 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1104998.000000 Penalty: 4534.302734
	Iteration 8Q: 3 clusters Score -1104998 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1105092.750000 Penalty: 4534.302734
	Iteration 9Q: 3 clusters Score -1105093 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1105150.000000 Penalty: 4534.302734
	Iteration 10Q: 3 clusters Score -1105150 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1105189.750000 Penalty: 4534.302734
	Iteration 11Q: 3 clusters Score -1105190 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1105222.125000 Penalty: 4534.302734
	Iteration 12Q: 3 clusters Score -1105222 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1105248.375000 Penalty: 4534.302734
	Iteration 13Q: 3 clusters Score -1105248 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1105281.375000 Penalty: 4534.302734
	Iteration 14Q: 3 clusters Score -1105281 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1105301.375000 Penalty: 4534.302734
	Iteration 15Q: 3 clusters Score -1105301 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1105323.750000 Penalty: 4534.302734
	Iteration 16Q: 3 clusters Score -1105324 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1105337.125000 Penalty: 4534.302734
	Iteration 17Q: 3 clusters Score -1105337 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1105349.375000 Penalty: 4534.302734
	Iteration 18Q: 3 clusters Score -1105349 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1105356.250000 Penalty: 4534.302734
	Iteration 19Q: 3 clusters Score -1105356 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -1105367.000000 Penalty: 4534.302734
	Iteration 20F: 3 clusters Score -1105367 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1105372.375000 Penalty: 4534.302734
	Iteration 21Q: 3 clusters Score -1105372 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1105378.250000 Penalty: 4534.302734
	Iteration 22Q: 3 clusters Score -1105378 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1105391.875000 Penalty: 4534.302734
	Iteration 23Q: 3 clusters Score -1105392 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1105397.625000 Penalty: 4534.302734
	Iteration 24Q: 3 clusters Score -1105398 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1105410.125000 Penalty: 4534.302734
	Iteration 25Q: 3 clusters Score -1105410 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1105417.250000 Penalty: 4534.302734
	Iteration 26Q: 3 clusters Score -1105417 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -1105424.250000 Penalty: 4534.302734
	Iteration 27Q: 3 clusters Score -1105424 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1105431.125000 Penalty: 4534.302734
	Iteration 28Q: 3 clusters Score -1105431 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1105440.250000 Penalty: 4534.302734
	Iteration 29Q: 3 clusters Score -1105440 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1105454.125000 Penalty: 4534.302734
	Iteration 30Q: 3 clusters Score -1105454 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1105463.500000 Penalty: 4534.302734
	Iteration 31Q: 3 clusters Score -1105464 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1105473.500000 Penalty: 4534.302734
	Iteration 32Q: 3 clusters Score -1105474 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1105481.500000 Penalty: 4534.302734
	Iteration 33Q: 3 clusters Score -1105482 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1105488.375000 Penalty: 4534.302734
	Iteration 34Q: 3 clusters Score -1105488 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1105495.125000 Penalty: 4534.302734
	Iteration 35Q: 3 clusters Score -1105495 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1105499.500000 Penalty: 4534.302734
	Iteration 36Q: 3 clusters Score -1105500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1105502.125000 Penalty: 4534.302734
	Iteration 37Q: 3 clusters Score -1105502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1105503.625000 Penalty: 4534.302734
	Iteration 38Q: 3 clusters Score -1105504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1105511.125000 Penalty: 4534.302734
	Iteration 39Q: 3 clusters Score -1105511 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1105518.750000 Penalty: 4534.302734
	Iteration 40F: 3 clusters Score -1105519 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1105527.875000 Penalty: 4534.302734
	Iteration 41Q: 3 clusters Score -1105528 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1105536.375000 Penalty: 4534.302734
	Iteration 42Q: 3 clusters Score -1105536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -1105536.125000 Penalty: 4534.302734
	Iteration 43Q: 3 clusters Score -1105536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1105538.125000 Penalty: 4534.302734
	Iteration 44Q: 3 clusters Score -1105538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1105542.000000 Penalty: 4534.302734
	Iteration 45Q: 3 clusters Score -1105542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1105543.875000 Penalty: 4534.302734
	Iteration 46Q: 3 clusters Score -1105544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -1105544.375000 Penalty: 4534.302734
	Iteration 47Q: 3 clusters Score -1105544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1105544.500000 Penalty: 4534.302734
	Iteration 48Q: 3 clusters Score -1105544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1105546.625000 Penalty: 4534.302734
	Iteration 49Q: 3 clusters Score -1105547 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -1105549.250000 Penalty: 4534.302734
	Iteration 50Q: 3 clusters Score -1105549 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1105549.250000 Penalty: 4534.302734
	Iteration 51Q: 3 clusters Score -1105549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1105549.625000 Penalty: 4534.302734
	Iteration 52Q: 3 clusters Score -1105550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1105551.125000 Penalty: 4534.302734
	Iteration 53Q: 3 clusters Score -1105551 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1105551.125000 Penalty: 4534.302734
	Iteration 54F: 3 clusters Score -1105551 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (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: -2424984.000000 Penalty: 2445.979736
	Iteration 0F: 2 clusters Score -2424984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -2411431.750000 Penalty: 4891.959473
	Iteration 0F: 3 clusters Score -2411432 nChanged 8415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -2416028.500000 Penalty: 4891.959473
	Iteration 1F: 3 clusters Score -2416028 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -2416399.250000 Penalty: 4891.959473
	Iteration 2F: 3 clusters Score -2416399 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -2416710.750000 Penalty: 4891.959473
	Iteration 3Q: 3 clusters Score -2416711 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -2416971.000000 Penalty: 4891.959473
	Iteration 4Q: 3 clusters Score -2416971 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -2417194.000000 Penalty: 4891.959473
	Iteration 5Q: 3 clusters Score -2417194 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -2417411.750000 Penalty: 4891.959473
	Iteration 6Q: 3 clusters Score -2417412 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -2417652.500000 Penalty: 4891.959473
	Iteration 7Q: 3 clusters Score -2417652 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -2417905.250000 Penalty: 4891.959473
	Iteration 8Q: 3 clusters Score -2417905 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -2418193.750000 Penalty: 4891.959473
	Iteration 9Q: 3 clusters Score -2418194 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -2418506.250000 Penalty: 4891.959473
	Iteration 10Q: 3 clusters Score -2418506 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -2418907.000000 Penalty: 4891.959473
	Iteration 11Q: 3 clusters Score -2418907 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -2419426.250000 Penalty: 4891.959473
	Iteration 12Q: 3 clusters Score -2419426 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -2419972.000000 Penalty: 4891.959473
	Iteration 13Q: 3 clusters Score -2419972 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -2420552.750000 Penalty: 4891.959473
	Iteration 14Q: 3 clusters Score -2420553 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -2421038.750000 Penalty: 4891.959473
	Iteration 15Q: 3 clusters Score -2421039 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -2421448.750000 Penalty: 4891.959473
	Iteration 16Q: 3 clusters Score -2421449 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -2421739.500000 Penalty: 4891.959473
	Iteration 17Q: 3 clusters Score -2421740 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -2421941.750000 Penalty: 4891.959473
	Iteration 18Q: 3 clusters Score -2421942 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -2422110.750000 Penalty: 4891.959473
	Iteration 19Q: 3 clusters Score -2422111 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -2422240.000000 Penalty: 4891.959473
	Iteration 20F: 3 clusters Score -2422240 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -2422353.500000 Penalty: 4891.959473
	Iteration 21Q: 3 clusters Score -2422354 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -2422445.500000 Penalty: 4891.959473
	Iteration 22Q: 3 clusters Score -2422446 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -2422525.750000 Penalty: 4891.959473
	Iteration 23Q: 3 clusters Score -2422526 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -2422596.250000 Penalty: 4891.959473
	Iteration 24Q: 3 clusters Score -2422596 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -2422658.750000 Penalty: 4891.959473
	Iteration 25Q: 3 clusters Score -2422659 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -2422699.000000 Penalty: 4891.959473
	Iteration 26Q: 3 clusters Score -2422699 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -2422735.500000 Penalty: 4891.959473
	Iteration 27Q: 3 clusters Score -2422736 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -2422770.250000 Penalty: 4891.959473
	Iteration 28Q: 3 clusters Score -2422770 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -2422789.750000 Penalty: 4891.959473
	Iteration 29Q: 3 clusters Score -2422790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -2422800.750000 Penalty: 4891.959473
	Iteration 30Q: 3 clusters Score -2422801 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -2422818.250000 Penalty: 4891.959473
	Iteration 31Q: 3 clusters Score -2422818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -2422824.250000 Penalty: 4891.959473
	Iteration 32Q: 3 clusters Score -2422824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -2422829.750000 Penalty: 4891.959473
	Iteration 33Q: 3 clusters Score -2422830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -2422833.500000 Penalty: 4891.959473
	Iteration 34Q: 3 clusters Score -2422834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -2422836.000000 Penalty: 4891.959473
	Iteration 35Q: 3 clusters Score -2422836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -2422839.000000 Penalty: 4891.959473
	Iteration 36Q: 3 clusters Score -2422839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -2422841.250000 Penalty: 4891.959473
	Iteration 37Q: 3 clusters Score -2422841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -2422843.750000 Penalty: 4891.959473
	Iteration 38Q: 3 clusters Score -2422844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -2422847.250000 Penalty: 4891.959473
	Iteration 39Q: 3 clusters Score -2422847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -2422848.000000 Penalty: 4891.959473
	Iteration 40F: 3 clusters Score -2422848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -2422846.750000 Penalty: 4891.959473
	Iteration 41Q: 3 clusters Score -2422847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -2422849.750000 Penalty: 4891.959473
	Iteration 42Q: 3 clusters Score -2422850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -2422849.750000 Penalty: 4891.959473
	Iteration 43F: 3 clusters Score -2422850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (35009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35009 members 
Entering Unmasked Estep 
Score: -4392831.500000 Penalty: 2594.913574
	Iteration 0F: 2 clusters Score -4392832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -4368767.500000 Penalty: 5189.827148
	Iteration 0F: 3 clusters Score -4368768 nChanged 15857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -4377373.000000 Penalty: 5189.827148
	Iteration 1F: 3 clusters Score -4377373 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -4377851.000000 Penalty: 5189.827148
	Iteration 2Q: 3 clusters Score -4377851 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -4378295.500000 Penalty: 5189.827148
	Iteration 3Q: 3 clusters Score -4378296 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -4378745.500000 Penalty: 5189.827148
	Iteration 4Q: 3 clusters Score -4378746 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16755 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -4379191.500000 Penalty: 5189.827148
	Iteration 5Q: 3 clusters Score -4379192 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -4379735.000000 Penalty: 5189.827148
	Iteration 6Q: 3 clusters Score -4379735 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -4380347.500000 Penalty: 5189.827148
	Iteration 7Q: 3 clusters Score -4380348 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -4381188.000000 Penalty: 5189.827148
	Iteration 8Q: 3 clusters Score -4381188 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -4382320.500000 Penalty: 5189.827148
	Iteration 9F: 3 clusters Score -4382320 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -4383742.500000 Penalty: 5189.827148
	Iteration 10F: 3 clusters Score -4383742 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -4385258.500000 Penalty: 5189.827148
	Iteration 11F: 3 clusters Score -4385258 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 23493 members 
Entering Unmasked Estep 
Score: -4386438.000000 Penalty: 5189.827148
	Iteration 12F: 3 clusters Score -4386438 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -4387149.500000 Penalty: 5189.827148
	Iteration 13Q: 3 clusters Score -4387150 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 24176 members 
Entering Unmasked Estep 
Score: -4387498.000000 Penalty: 5189.827148
	Iteration 14Q: 3 clusters Score -4387498 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -4387650.500000 Penalty: 5189.827148
	Iteration 15Q: 3 clusters Score -4387650 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -4387735.500000 Penalty: 5189.827148
	Iteration 16Q: 3 clusters Score -4387736 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -4387805.000000 Penalty: 5189.827148
	Iteration 17Q: 3 clusters Score -4387805 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -4387874.500000 Penalty: 5189.827148
	Iteration 18Q: 3 clusters Score -4387874 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -4387925.500000 Penalty: 5189.827148
	Iteration 19Q: 3 clusters Score -4387926 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -4388000.000000 Penalty: 5189.827148
	Iteration 20F: 3 clusters Score -4388000 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 25597 members 
Entering Unmasked Estep 
Score: -4388071.500000 Penalty: 5189.827148
	Iteration 21Q: 3 clusters Score -4388072 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -4388131.000000 Penalty: 5189.827148
	Iteration 22Q: 3 clusters Score -4388131 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -4388187.500000 Penalty: 5189.827148
	Iteration 23Q: 3 clusters Score -4388188 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -4388254.000000 Penalty: 5189.827148
	Iteration 24Q: 3 clusters Score -4388254 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -4388319.500000 Penalty: 5189.827148
	Iteration 25Q: 3 clusters Score -4388320 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -4388390.000000 Penalty: 5189.827148
	Iteration 26Q: 3 clusters Score -4388390 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -4388525.500000 Penalty: 5189.827148
	Iteration 27Q: 3 clusters Score -4388526 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -4388654.000000 Penalty: 5189.827148
	Iteration 28Q: 3 clusters Score -4388654 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -4388785.000000 Penalty: 5189.827148
	Iteration 29Q: 3 clusters Score -4388785 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -4388942.000000 Penalty: 5189.827148
	Iteration 30Q: 3 clusters Score -4388942 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -4389122.500000 Penalty: 5189.827148
	Iteration 31Q: 3 clusters Score -4389122 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 28675 members 
Entering Unmasked Estep 
Score: -4389280.000000 Penalty: 5189.827148
	Iteration 32Q: 3 clusters Score -4389280 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -4389419.000000 Penalty: 5189.827148
	Iteration 33Q: 3 clusters Score -4389419 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 29297 members 
Entering Unmasked Estep 
Score: -4389524.500000 Penalty: 5189.827148
	Iteration 34Q: 3 clusters Score -4389524 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -4389634.500000 Penalty: 5189.827148
	Iteration 35Q: 3 clusters Score -4389634 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -4389735.000000 Penalty: 5189.827148
	Iteration 36Q: 3 clusters Score -4389735 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -4389831.500000 Penalty: 5189.827148
	Iteration 37Q: 3 clusters Score -4389832 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
Score: -4389901.000000 Penalty: 5189.827148
	Iteration 38Q: 3 clusters Score -4389901 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 30641 members 
Entering Unmasked Estep 
Score: -4389978.500000 Penalty: 5189.827148
	Iteration 39Q: 3 clusters Score -4389978 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 30860 members 
Entering Unmasked Estep 
Score: -4390047.500000 Penalty: 5189.827148
	Iteration 40F: 3 clusters Score -4390048 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -4390094.000000 Penalty: 5189.827148
	Iteration 41Q: 3 clusters Score -4390094 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -4390148.000000 Penalty: 5189.827148
	Iteration 42Q: 3 clusters Score -4390148 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -4390207.000000 Penalty: 5189.827148
	Iteration 43Q: 3 clusters Score -4390207 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -4390250.500000 Penalty: 5189.827148
	Iteration 44Q: 3 clusters Score -4390250 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 31687 members 
Entering Unmasked Estep 
Score: -4390277.000000 Penalty: 5189.827148
	Iteration 45Q: 3 clusters Score -4390277 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 31823 members 
Entering Unmasked Estep 
Score: -4390325.000000 Penalty: 5189.827148
	Iteration 46Q: 3 clusters Score -4390325 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -4390360.500000 Penalty: 5189.827148
	Iteration 47Q: 3 clusters Score -4390360 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -4390400.500000 Penalty: 5189.827148
	Iteration 48Q: 3 clusters Score -4390400 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 32232 members 
Entering Unmasked Estep 
Score: -4390435.000000 Penalty: 5189.827148
	Iteration 49Q: 3 clusters Score -4390435 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 32346 members 
Entering Unmasked Estep 
Score: -4390462.500000 Penalty: 5189.827148
	Iteration 50Q: 3 clusters Score -4390462 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 32457 members 
Entering Unmasked Estep 
Score: -4390499.500000 Penalty: 5189.827148
	Iteration 51Q: 3 clusters Score -4390500 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -4390526.500000 Penalty: 5189.827148
	Iteration 52Q: 3 clusters Score -4390526 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 32654 members 
Entering Unmasked Estep 
Score: -4390554.000000 Penalty: 5189.827148
	Iteration 53Q: 3 clusters Score -4390554 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -4390573.000000 Penalty: 5189.827148
	Iteration 54Q: 3 clusters Score -4390573 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -4390611.500000 Penalty: 5189.827148
	Iteration 55Q: 3 clusters Score -4390612 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -4390643.000000 Penalty: 5189.827148
	Iteration 56Q: 3 clusters Score -4390643 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -4390664.500000 Penalty: 5189.827148
	Iteration 57Q: 3 clusters Score -4390664 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -4390700.000000 Penalty: 5189.827148
	Iteration 58Q: 3 clusters Score -4390700 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 33179 members 
Entering Unmasked Estep 
Score: -4390724.000000 Penalty: 5189.827148
	Iteration 59Q: 3 clusters Score -4390724 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -4390726.500000 Penalty: 5189.827148
	Iteration 60F: 3 clusters Score -4390726 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 33282 members 
Entering Unmasked Estep 
Score: -4390746.500000 Penalty: 5189.827148
	Iteration 61Q: 3 clusters Score -4390746 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -4390766.500000 Penalty: 5189.827148
	Iteration 62Q: 3 clusters Score -4390766 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 33389 members 
Entering Unmasked Estep 
Score: -4390783.000000 Penalty: 5189.827148
	Iteration 63Q: 3 clusters Score -4390783 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 33424 members 
Entering Unmasked Estep 
Score: -4390797.500000 Penalty: 5189.827148
	Iteration 64Q: 3 clusters Score -4390798 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -4390810.000000 Penalty: 5189.827148
	Iteration 65Q: 3 clusters Score -4390810 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 33489 members 
Entering Unmasked Estep 
Score: -4390821.000000 Penalty: 5189.827148
	Iteration 66Q: 3 clusters Score -4390821 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -4390826.000000 Penalty: 5189.827148
	Iteration 67Q: 3 clusters Score -4390826 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 33566 members 
Entering Unmasked Estep 
Score: -4390842.500000 Penalty: 5189.827148
	Iteration 68Q: 3 clusters Score -4390842 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 33606 members 
Entering Unmasked Estep 
Score: -4390863.500000 Penalty: 5189.827148
	Iteration 69Q: 3 clusters Score -4390864 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 33648 members 
Entering Unmasked Estep 
Score: -4390864.000000 Penalty: 5189.827148
	Iteration 70Q: 3 clusters Score -4390864 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 33686 members 
Entering Unmasked Estep 
Score: -4390878.500000 Penalty: 5189.827148
	Iteration 71Q: 3 clusters Score -4390878 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 33719 members 
Entering Unmasked Estep 
Score: -4390890.500000 Penalty: 5189.827148
	Iteration 72Q: 3 clusters Score -4390890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -4390895.500000 Penalty: 5189.827148
	Iteration 73Q: 3 clusters Score -4390896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 33752 members 
Entering Unmasked Estep 
Score: -4390905.500000 Penalty: 5189.827148
	Iteration 74Q: 3 clusters Score -4390906 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -4390919.000000 Penalty: 5189.827148
	Iteration 75Q: 3 clusters Score -4390919 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 33793 members 
Entering Unmasked Estep 
Score: -4390923.000000 Penalty: 5189.827148
	Iteration 76Q: 3 clusters Score -4390923 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 33823 members 
Entering Unmasked Estep 
Score: -4390931.000000 Penalty: 5189.827148
	Iteration 77Q: 3 clusters Score -4390931 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 33847 members 
Entering Unmasked Estep 
Score: -4390928.500000 Penalty: 5189.827148
	Iteration 78Q: 3 clusters Score -4390928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -4390940.000000 Penalty: 5189.827148
	Iteration 79Q: 3 clusters Score -4390940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -4390949.500000 Penalty: 5189.827148
	Iteration 80F: 3 clusters Score -4390950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 33885 members 
Entering Unmasked Estep 
Score: -4390949.500000 Penalty: 5189.827148
	Iteration 81Q: 3 clusters Score -4390950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -4390949.500000 Penalty: 5189.827148
	Iteration 82Q: 3 clusters Score -4390950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 33903 members 
Entering Unmasked Estep 
Score: -4390956.500000 Penalty: 5189.827148
	Iteration 83Q: 3 clusters Score -4390956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -4390955.000000 Penalty: 5189.827148
	Iteration 84Q: 3 clusters Score -4390955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 33917 members 
Entering Unmasked Estep 
Score: -4390956.500000 Penalty: 5189.827148
	Iteration 85Q: 3 clusters Score -4390956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -4390959.000000 Penalty: 5189.827148
	Iteration 86Q: 3 clusters Score -4390959 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 33923 members 
Entering Unmasked Estep 
Score: -4390956.000000 Penalty: 5189.827148
	Iteration 87Q: 3 clusters Score -4390956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -4390956.500000 Penalty: 5189.827148
	Iteration 88Q: 3 clusters Score -4390956 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -4390955.000000 Penalty: 5189.827148
	Iteration 89Q: 3 clusters Score -4390955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 33940 members 
Entering Unmasked Estep 
Score: -4390960.500000 Penalty: 5189.827148
	Iteration 90Q: 3 clusters Score -4390960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -4390964.500000 Penalty: 5189.827148
	Iteration 91Q: 3 clusters Score -4390964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -4390964.000000 Penalty: 5189.827148
	Iteration 92Q: 3 clusters Score -4390964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 33946 members 
Entering Unmasked Estep 
Score: -4390964.000000 Penalty: 5189.827148
	Iteration 93F: 3 clusters Score -4390964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Entering Unmasked Estep 
Score: -459890.062500 Penalty: 2046.347900
	Iteration 0F: 2 clusters Score -459890.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -456089.031250 Penalty: 4092.695801
	Iteration 0F: 3 clusters Score -456089 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -457002.843750 Penalty: 4092.695801
	Iteration 1F: 3 clusters Score -457002.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -457262.187500 Penalty: 4092.695801
	Iteration 2F: 3 clusters Score -457262.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -457442.000000 Penalty: 4092.695801
	Iteration 3F: 3 clusters Score -457442 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -457601.031250 Penalty: 4092.695801
	Iteration 4Q: 3 clusters Score -457601 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -457796.218750 Penalty: 4092.695801
	Iteration 5Q: 3 clusters Score -457796.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -458111.375000 Penalty: 4092.695801
	Iteration 6F: 3 clusters Score -458111.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -458552.000000 Penalty: 4092.695801
	Iteration 7F: 3 clusters Score -458552 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -459014.968750 Penalty: 4092.695801
	Iteration 8F: 3 clusters Score -459015 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -459404.562500 Penalty: 4092.695801
	Iteration 9F: 3 clusters Score -459404.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -459834.843750 Penalty: 4092.695801
	Iteration 10F: 3 clusters Score -459834.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -460139.843750 Penalty: 4092.695801
	Iteration 11Q: 3 clusters Score -460139.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -460262.531250 Penalty: 4092.695801
	Iteration 12Q: 3 clusters Score -460262.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -460321.937500 Penalty: 4092.695801
	Iteration 13Q: 3 clusters Score -460321.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -460347.500000 Penalty: 4092.695801
	Iteration 14Q: 3 clusters Score -460347.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -460366.937500 Penalty: 4092.695801
	Iteration 15Q: 3 clusters Score -460366.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -460401.781250 Penalty: 4092.695801
	Iteration 16Q: 3 clusters Score -460401.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -460426.593750 Penalty: 4092.695801
	Iteration 17Q: 3 clusters Score -460426.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -460435.625000 Penalty: 4092.695801
	Iteration 18Q: 3 clusters Score -460435.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -460439.437500 Penalty: 4092.695801
	Iteration 19Q: 3 clusters Score -460439.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -460441.750000 Penalty: 4092.695801
	Iteration 20F: 3 clusters Score -460441.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -460443.656250 Penalty: 4092.695801
	Iteration 21Q: 3 clusters Score -460443.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -460443.656250 Penalty: 4092.695801
	Iteration 22Q: 3 clusters Score -460443.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -460444.625000 Penalty: 4092.695801
	Iteration 23Q: 3 clusters Score -460444.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -460444.625000 Penalty: 4092.695801
	Iteration 24F: 3 clusters Score -460444.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 11864 members 
Mstep: Class 3 contains 53502 members 
Mstep: Class 4 contains 263742 members 
Mstep: Class 5 contains 14122 members 
Mstep: Class 6 contains 6260 members 
Mstep: Class 7 contains 1413 members 
Mstep: Class 8 contains 84364 members 
Mstep: Class 9 contains 38944 members 
Mstep: Class 10 contains 22718 members 
Mstep: Class 11 contains 9337 members 
Mstep: Class 12 contains 19203 members 
Mstep: Class 13 contains 35009 members 
Mstep: Class 14 contains 2437 members 
Mstep: Class 15 contains 4630 members 
Mstep: Class 16 contains 1396 members 
Mstep: Class 17 contains 2275 members 
Mstep: Class 18 contains 170127 members 
Mstep: Class 20 contains 27165 members 
Mstep: Class 21 contains 79376 members 
Mstep: Class 23 contains 4355 members 
Mstep: Class 24 contains 1336 members 
Entering Unmasked Estep 
Score: -104741680.000000 Penalty: 74538.125000
Splitting cluster 14 changes total score from -104730560.000000 to -104741680.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 15 (4630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Entering Unmasked Estep 
Score: -541848.500000 Penalty: 2093.197510
	Iteration 0F: 2 clusters Score -541848.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -537576.375000 Penalty: 4186.395020
	Iteration 0F: 3 clusters Score -537576.4 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -538657.312500 Penalty: 4186.395020
	Iteration 1F: 3 clusters Score -538657.3 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -538979.250000 Penalty: 4186.395020
	Iteration 2F: 3 clusters Score -538979.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -539178.062500 Penalty: 4186.395020
	Iteration 3F: 3 clusters Score -539178.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -539391.750000 Penalty: 4186.395020
	Iteration 4F: 3 clusters Score -539391.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -539605.812500 Penalty: 4186.395020
	Iteration 5Q: 3 clusters Score -539605.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -539854.062500 Penalty: 4186.395020
	Iteration 6F: 3 clusters Score -539854.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -540145.875000 Penalty: 4186.395020
	Iteration 7F: 3 clusters Score -540145.9 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -540400.125000 Penalty: 4186.395020
	Iteration 8F: 3 clusters Score -540400.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -540554.000000 Penalty: 4186.395020
	Iteration 9Q: 3 clusters Score -540554 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -540665.750000 Penalty: 4186.395020
	Iteration 10Q: 3 clusters Score -540665.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -540727.125000 Penalty: 4186.395020
	Iteration 11Q: 3 clusters Score -540727.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -540763.062500 Penalty: 4186.395020
	Iteration 12Q: 3 clusters Score -540763.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -540777.562500 Penalty: 4186.395020
	Iteration 13Q: 3 clusters Score -540777.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -540789.375000 Penalty: 4186.395020
	Iteration 14Q: 3 clusters Score -540789.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -540808.000000 Penalty: 4186.395020
	Iteration 15Q: 3 clusters Score -540808 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -540817.312500 Penalty: 4186.395020
	Iteration 16Q: 3 clusters Score -540817.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -540824.687500 Penalty: 4186.395020
	Iteration 17Q: 3 clusters Score -540824.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -540829.312500 Penalty: 4186.395020
	Iteration 18Q: 3 clusters Score -540829.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -540831.062500 Penalty: 4186.395020
	Iteration 19Q: 3 clusters Score -540831.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -540834.250000 Penalty: 4186.395020
	Iteration 20F: 3 clusters Score -540834.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -540834.937500 Penalty: 4186.395020
	Iteration 21Q: 3 clusters Score -540834.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -540838.562500 Penalty: 4186.395020
	Iteration 22Q: 3 clusters Score -540838.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -540839.687500 Penalty: 4186.395020
	Iteration 23Q: 3 clusters Score -540839.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -540840.750000 Penalty: 4186.395020
	Iteration 24Q: 3 clusters Score -540840.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -540841.937500 Penalty: 4186.395020
	Iteration 25Q: 3 clusters Score -540841.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -540845.312500 Penalty: 4186.395020
	Iteration 26Q: 3 clusters Score -540845.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -540848.312500 Penalty: 4186.395020
	Iteration 27Q: 3 clusters Score -540848.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -540850.812500 Penalty: 4186.395020
	Iteration 28Q: 3 clusters Score -540850.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -540851.687500 Penalty: 4186.395020
	Iteration 29Q: 3 clusters Score -540851.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -540852.125000 Penalty: 4186.395020
	Iteration 30Q: 3 clusters Score -540852.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -540853.500000 Penalty: 4186.395020
	Iteration 31Q: 3 clusters Score -540853.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -540854.000000 Penalty: 4186.395020
	Iteration 32Q: 3 clusters Score -540854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -540854.000000 Penalty: 4186.395020
	Iteration 33Q: 3 clusters Score -540854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -540854.062500 Penalty: 4186.395020
	Iteration 34Q: 3 clusters Score -540854.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -540855.812500 Penalty: 4186.395020
	Iteration 35Q: 3 clusters Score -540855.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -540858.937500 Penalty: 4186.395020
	Iteration 36Q: 3 clusters Score -540858.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -540862.625000 Penalty: 4186.395020
	Iteration 37Q: 3 clusters Score -540862.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -540865.750000 Penalty: 4186.395020
	Iteration 38Q: 3 clusters Score -540865.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -540866.500000 Penalty: 4186.395020
	Iteration 39Q: 3 clusters Score -540866.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -540868.062500 Penalty: 4186.395020
	Iteration 40F: 3 clusters Score -540868.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -540868.812500 Penalty: 4186.395020
	Iteration 41Q: 3 clusters Score -540868.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -540871.125000 Penalty: 4186.395020
	Iteration 42Q: 3 clusters Score -540871.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -540871.750000 Penalty: 4186.395020
	Iteration 43Q: 3 clusters Score -540871.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -540873.250000 Penalty: 4186.395020
	Iteration 44Q: 3 clusters Score -540873.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -540873.250000 Penalty: 4186.395020
	Iteration 45F: 3 clusters Score -540873.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -250071.546875 Penalty: 1916.974365
	Iteration 0F: 2 clusters Score -250071.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -247470.765625 Penalty: 3833.948730
	Iteration 0F: 3 clusters Score -247470.8 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -248284.000000 Penalty: 3833.948730
	Iteration 1F: 3 clusters Score -248284 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -248720.640625 Penalty: 3833.948730
	Iteration 2F: 3 clusters Score -248720.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -249177.562500 Penalty: 3833.948730
	Iteration 3F: 3 clusters Score -249177.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -249673.437500 Penalty: 3833.948730
	Iteration 4F: 3 clusters Score -249673.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -250050.359375 Penalty: 3833.948730
	Iteration 5F: 3 clusters Score -250050.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -250255.484375 Penalty: 3833.948730
	Iteration 6Q: 3 clusters Score -250255.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -250317.531250 Penalty: 3833.948730
	Iteration 7Q: 3 clusters Score -250317.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -250346.187500 Penalty: 3833.948730
	Iteration 8Q: 3 clusters Score -250346.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -250361.640625 Penalty: 3833.948730
	Iteration 9Q: 3 clusters Score -250361.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -250375.265625 Penalty: 3833.948730
	Iteration 10Q: 3 clusters Score -250375.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -250383.718750 Penalty: 3833.948730
	Iteration 11Q: 3 clusters Score -250383.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -250389.171875 Penalty: 3833.948730
	Iteration 12Q: 3 clusters Score -250389.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -250390.921875 Penalty: 3833.948730
	Iteration 13Q: 3 clusters Score -250390.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -250398.843750 Penalty: 3833.948730
	Iteration 14F: 3 clusters Score -250398.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -250417.656250 Penalty: 3833.948730
	Iteration 15Q: 3 clusters Score -250417.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -250430.937500 Penalty: 3833.948730
	Iteration 16Q: 3 clusters Score -250430.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -250438.734375 Penalty: 3833.948730
	Iteration 17Q: 3 clusters Score -250438.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -250440.156250 Penalty: 3833.948730
	Iteration 18Q: 3 clusters Score -250440.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -250441.875000 Penalty: 3833.948730
	Iteration 19Q: 3 clusters Score -250441.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -250447.500000 Penalty: 3833.948730
	Iteration 20F: 3 clusters Score -250447.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -250453.203125 Penalty: 3833.948730
	Iteration 21Q: 3 clusters Score -250453.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -250453.203125 Penalty: 3833.948730
	Iteration 22F: 3 clusters Score -250453.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 11864 members 
Mstep: Class 3 contains 53502 members 
Mstep: Class 4 contains 263742 members 
Mstep: Class 5 contains 14122 members 
Mstep: Class 6 contains 6260 members 
Mstep: Class 7 contains 1413 members 
Mstep: Class 8 contains 84364 members 
Mstep: Class 9 contains 38944 members 
Mstep: Class 10 contains 22718 members 
Mstep: Class 11 contains 9337 members 
Mstep: Class 12 contains 19203 members 
Mstep: Class 13 contains 35009 members 
Mstep: Class 14 contains 2437 members 
Mstep: Class 15 contains 4630 members 
Mstep: Class 16 contains 1396 members 
Mstep: Class 17 contains 2012 members 
Mstep: Class 18 contains 170127 members 
Mstep: Class 19 contains 263 members 
Mstep: Class 20 contains 27165 members 
Mstep: Class 21 contains 79376 members 
Mstep: Class 23 contains 4355 members 
Mstep: Class 24 contains 1336 members 
Entering Unmasked Estep 
Score: -104740680.000000 Penalty: 77926.218750
Splitting cluster 17 changes total score from -104730560.000000 to -104740680.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 18 (170127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170127 members 
Entering Unmasked Estep 
Score: -21181780.000000 Penalty: 2986.986328
	Iteration 0F: 2 clusters Score -2.118178e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84841 members 
Mstep: Class 2 contains 85286 members 
Entering Unmasked Estep 
Score: -21068640.000000 Penalty: 5973.972656
	Iteration 0F: 3 clusters Score -2.106864e+07 nChanged 81873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80870 members 
Mstep: Class 2 contains 89257 members 
Entering Unmasked Estep 
Score: -21116212.000000 Penalty: 5973.972656
	Iteration 1F: 3 clusters Score -2.111621e+07 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78242 members 
Mstep: Class 2 contains 91885 members 
Entering Unmasked Estep 
Score: -21117480.000000 Penalty: 5973.972656
	Iteration 2Q: 3 clusters Score -2.111748e+07 nChanged 5925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74147 members 
Mstep: Class 2 contains 95980 members 
Entering Unmasked Estep 
Score: -21119282.000000 Penalty: 5973.972656
	Iteration 3Q: 3 clusters Score -2.111928e+07 nChanged 7929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67862 members 
Mstep: Class 2 contains 102265 members 
Entering Unmasked Estep 
Score: -21122854.000000 Penalty: 5973.972656
	Iteration 4Q: 3 clusters Score -2.112285e+07 nChanged 11166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58438 members 
Mstep: Class 2 contains 111689 members 
Entering Unmasked Estep 
Score: -21130106.000000 Penalty: 5973.972656
	Iteration 5F: 3 clusters Score -2.113011e+07 nChanged 14229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46081 members 
Mstep: Class 2 contains 124046 members 
Entering Unmasked Estep 
Score: -21141618.000000 Penalty: 5973.972656
	Iteration 6F: 3 clusters Score -2.114162e+07 nChanged 15152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32705 members 
Mstep: Class 2 contains 137422 members 
Entering Unmasked Estep 
Score: -21155806.000000 Penalty: 5973.972656
	Iteration 7F: 3 clusters Score -2.115581e+07 nChanged 11650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22461 members 
Mstep: Class 2 contains 147666 members 
Entering Unmasked Estep 
Score: -21168242.000000 Penalty: 5973.972656
	Iteration 8F: 3 clusters Score -2.116824e+07 nChanged 6624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 152694 members 
Entering Unmasked Estep 
Score: -21175812.000000 Penalty: 5973.972656
	Iteration 9Q: 3 clusters Score -2.117581e+07 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 154554 members 
Entering Unmasked Estep 
Score: -21178510.000000 Penalty: 5973.972656
	Iteration 10Q: 3 clusters Score -2.117851e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 155600 members 
Entering Unmasked Estep 
Score: -21179350.000000 Penalty: 5973.972656
	Iteration 11Q: 3 clusters Score -2.117935e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 156471 members 
Entering Unmasked Estep 
Score: -21179700.000000 Penalty: 5973.972656
	Iteration 12Q: 3 clusters Score -2.11797e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 157259 members 
Entering Unmasked Estep 
Score: -21179934.000000 Penalty: 5973.972656
	Iteration 13Q: 3 clusters Score -2.117993e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 157920 members 
Entering Unmasked Estep 
Score: -21180138.000000 Penalty: 5973.972656
	Iteration 14Q: 3 clusters Score -2.118014e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 158501 members 
Entering Unmasked Estep 
Score: -21180264.000000 Penalty: 5973.972656
	Iteration 15Q: 3 clusters Score -2.118026e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 159000 members 
Entering Unmasked Estep 
Score: -21180376.000000 Penalty: 5973.972656
	Iteration 16Q: 3 clusters Score -2.118038e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 159431 members 
Entering Unmasked Estep 
Score: -21180426.000000 Penalty: 5973.972656
	Iteration 17Q: 3 clusters Score -2.118043e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 159823 members 
Entering Unmasked Estep 
Score: -21180480.000000 Penalty: 5973.972656
	Iteration 18Q: 3 clusters Score -2.118048e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 160179 members 
Entering Unmasked Estep 
Score: -21180516.000000 Penalty: 5973.972656
	Iteration 19Q: 3 clusters Score -2.118052e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 160512 members 
Entering Unmasked Estep 
Score: -21180546.000000 Penalty: 5973.972656
	Iteration 20F: 3 clusters Score -2.118055e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 160856 members 
Entering Unmasked Estep 
Score: -21180514.000000 Penalty: 5973.972656
	Iteration 21Q: 3 clusters Score -2.118051e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 161182 members 
Entering Unmasked Estep 
Score: -21180488.000000 Penalty: 5973.972656
	Iteration 22Q: 3 clusters Score -2.118049e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 161510 members 
Entering Unmasked Estep 
Score: -21180610.000000 Penalty: 5973.972656
	Iteration 23Q: 3 clusters Score -2.118061e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 161833 members 
Entering Unmasked Estep 
Score: -21180662.000000 Penalty: 5973.972656
	Iteration 24Q: 3 clusters Score -2.118066e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 162128 members 
Entering Unmasked Estep 
Score: -21180664.000000 Penalty: 5973.972656
	Iteration 25Q: 3 clusters Score -2.118066e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 162396 members 
Entering Unmasked Estep 
Score: -21180676.000000 Penalty: 5973.972656
	Iteration 26Q: 3 clusters Score -2.118068e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 162647 members 
Entering Unmasked Estep 
Score: -21180634.000000 Penalty: 5973.972656
	Iteration 27Q: 3 clusters Score -2.118063e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 162890 members 
Entering Unmasked Estep 
Score: -21180688.000000 Penalty: 5973.972656
	Iteration 28Q: 3 clusters Score -2.118069e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 163109 members 
Entering Unmasked Estep 
Score: -21180688.000000 Penalty: 5973.972656
	Iteration 29Q: 3 clusters Score -2.118069e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 163314 members 
Entering Unmasked Estep 
Score: -21180656.000000 Penalty: 5973.972656
	Iteration 30Q: 3 clusters Score -2.118066e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 163509 members 
Entering Unmasked Estep 
Score: -21180668.000000 Penalty: 5973.972656
	Iteration 31Q: 3 clusters Score -2.118067e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 163689 members 
Entering Unmasked Estep 
Score: -21180656.000000 Penalty: 5973.972656
	Iteration 32Q: 3 clusters Score -2.118066e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 163876 members 
Entering Unmasked Estep 
Score: -21180602.000000 Penalty: 5973.972656
	Iteration 33Q: 3 clusters Score -2.11806e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 164057 members 
Entering Unmasked Estep 
Score: -21180622.000000 Penalty: 5973.972656
	Iteration 34Q: 3 clusters Score -2.118062e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 164238 members 
Entering Unmasked Estep 
Score: -21180640.000000 Penalty: 5973.972656
	Iteration 35Q: 3 clusters Score -2.118064e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 164419 members 
Entering Unmasked Estep 
Score: -21180628.000000 Penalty: 5973.972656
	Iteration 36Q: 3 clusters Score -2.118063e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 164582 members 
Entering Unmasked Estep 
Score: -21180646.000000 Penalty: 5973.972656
	Iteration 37Q: 3 clusters Score -2.118065e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 164731 members 
Entering Unmasked Estep 
Score: -21180626.000000 Penalty: 5973.972656
	Iteration 38Q: 3 clusters Score -2.118063e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 164882 members 
Entering Unmasked Estep 
Score: -21180676.000000 Penalty: 5973.972656
	Iteration 39Q: 3 clusters Score -2.118068e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 165006 members 
Entering Unmasked Estep 
Score: -21180680.000000 Penalty: 5973.972656
	Iteration 40F: 3 clusters Score -2.118068e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 165131 members 
Entering Unmasked Estep 
Score: -21180628.000000 Penalty: 5973.972656
	Iteration 41Q: 3 clusters Score -2.118063e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 165235 members 
Entering Unmasked Estep 
Score: -21180658.000000 Penalty: 5973.972656
	Iteration 42Q: 3 clusters Score -2.118066e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 165322 members 
Entering Unmasked Estep 
Score: -21180664.000000 Penalty: 5973.972656
	Iteration 43Q: 3 clusters Score -2.118066e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 165402 members 
Entering Unmasked Estep 
Score: -21180664.000000 Penalty: 5973.972656
	Iteration 44Q: 3 clusters Score -2.118066e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 165492 members 
Entering Unmasked Estep 
Score: -21180708.000000 Penalty: 5973.972656
	Iteration 45Q: 3 clusters Score -2.118071e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 165567 members 
Entering Unmasked Estep 
Score: -21180712.000000 Penalty: 5973.972656
	Iteration 46Q: 3 clusters Score -2.118071e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 165655 members 
Entering Unmasked Estep 
Score: -21180710.000000 Penalty: 5973.972656
	Iteration 47Q: 3 clusters Score -2.118071e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 165748 members 
Entering Unmasked Estep 
Score: -21180706.000000 Penalty: 5973.972656
	Iteration 48Q: 3 clusters Score -2.118071e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 165818 members 
Entering Unmasked Estep 
Score: -21180742.000000 Penalty: 5973.972656
	Iteration 49Q: 3 clusters Score -2.118074e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 165888 members 
Entering Unmasked Estep 
Score: -21180740.000000 Penalty: 5973.972656
	Iteration 50Q: 3 clusters Score -2.118074e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 165953 members 
Entering Unmasked Estep 
Score: -21180760.000000 Penalty: 5973.972656
	Iteration 51Q: 3 clusters Score -2.118076e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 166017 members 
Entering Unmasked Estep 
Score: -21180768.000000 Penalty: 5973.972656
	Iteration 52Q: 3 clusters Score -2.118077e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 166085 members 
Entering Unmasked Estep 
Score: -21180784.000000 Penalty: 5973.972656
	Iteration 53Q: 3 clusters Score -2.118078e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 166124 members 
Entering Unmasked Estep 
Score: -21180814.000000 Penalty: 5973.972656
	Iteration 54Q: 3 clusters Score -2.118081e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 166159 members 
Entering Unmasked Estep 
Score: -21180788.000000 Penalty: 5973.972656
	Iteration 55Q: 3 clusters Score -2.118079e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 166185 members 
Entering Unmasked Estep 
Score: -21180806.000000 Penalty: 5973.972656
	Iteration 56Q: 3 clusters Score -2.118081e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 166216 members 
Entering Unmasked Estep 
Score: -21180786.000000 Penalty: 5973.972656
	Iteration 57Q: 3 clusters Score -2.118079e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 166237 members 
Entering Unmasked Estep 
Score: -21180810.000000 Penalty: 5973.972656
	Iteration 58Q: 3 clusters Score -2.118081e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 166254 members 
Entering Unmasked Estep 
Score: -21180796.000000 Penalty: 5973.972656
	Iteration 59Q: 3 clusters Score -2.11808e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 166270 members 
Entering Unmasked Estep 
Score: -21180802.000000 Penalty: 5973.972656
	Iteration 60F: 3 clusters Score -2.11808e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 166287 members 
Entering Unmasked Estep 
Score: -21180808.000000 Penalty: 5973.972656
	Iteration 61Q: 3 clusters Score -2.118081e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 166298 members 
Entering Unmasked Estep 
Score: -21180794.000000 Penalty: 5973.972656
	Iteration 62Q: 3 clusters Score -2.118079e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 166312 members 
Entering Unmasked Estep 
Score: -21180786.000000 Penalty: 5973.972656
	Iteration 63Q: 3 clusters Score -2.118079e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 166323 members 
Entering Unmasked Estep 
Score: -21180788.000000 Penalty: 5973.972656
	Iteration 64Q: 3 clusters Score -2.118079e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 166338 members 
Entering Unmasked Estep 
Score: -21180776.000000 Penalty: 5973.972656
	Iteration 65Q: 3 clusters Score -2.118078e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 166356 members 
Entering Unmasked Estep 
Score: -21180792.000000 Penalty: 5973.972656
	Iteration 66Q: 3 clusters Score -2.118079e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 166377 members 
Entering Unmasked Estep 
Score: -21180812.000000 Penalty: 5973.972656
	Iteration 67Q: 3 clusters Score -2.118081e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 166401 members 
Entering Unmasked Estep 
Score: -21180804.000000 Penalty: 5973.972656
	Iteration 68Q: 3 clusters Score -2.11808e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 166421 members 
Entering Unmasked Estep 
Score: -21180820.000000 Penalty: 5973.972656
	Iteration 69Q: 3 clusters Score -2.118082e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 166441 members 
Entering Unmasked Estep 
Score: -21180834.000000 Penalty: 5973.972656
	Iteration 70Q: 3 clusters Score -2.118083e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 166463 members 
Entering Unmasked Estep 
Score: -21180820.000000 Penalty: 5973.972656
	Iteration 71Q: 3 clusters Score -2.118082e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 166483 members 
Entering Unmasked Estep 
Score: -21180784.000000 Penalty: 5973.972656
	Iteration 72Q: 3 clusters Score -2.118078e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 166502 members 
Entering Unmasked Estep 
Score: -21180800.000000 Penalty: 5973.972656
	Iteration 73Q: 3 clusters Score -2.11808e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 166525 members 
Entering Unmasked Estep 
Score: -21180816.000000 Penalty: 5973.972656
	Iteration 74Q: 3 clusters Score -2.118082e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 166542 members 
Entering Unmasked Estep 
Score: -21180804.000000 Penalty: 5973.972656
	Iteration 75Q: 3 clusters Score -2.11808e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 166556 members 
Entering Unmasked Estep 
Score: -21180794.000000 Penalty: 5973.972656
	Iteration 76Q: 3 clusters Score -2.118079e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 166571 members 
Entering Unmasked Estep 
Score: -21180780.000000 Penalty: 5973.972656
	Iteration 77Q: 3 clusters Score -2.118078e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 166577 members 
Entering Unmasked Estep 
Score: -21180788.000000 Penalty: 5973.972656
	Iteration 78Q: 3 clusters Score -2.118079e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 166581 members 
Entering Unmasked Estep 
Score: -21180796.000000 Penalty: 5973.972656
	Iteration 79Q: 3 clusters Score -2.11808e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 166585 members 
Entering Unmasked Estep 
Score: -21180804.000000 Penalty: 5973.972656
	Iteration 80F: 3 clusters Score -2.11808e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 166588 members 
Entering Unmasked Estep 
Score: -21180796.000000 Penalty: 5973.972656
	Iteration 81Q: 3 clusters Score -2.11808e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 166593 members 
Entering Unmasked Estep 
Score: -21180784.000000 Penalty: 5973.972656
	Iteration 82Q: 3 clusters Score -2.118078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 166594 members 
Entering Unmasked Estep 
Score: -21180788.000000 Penalty: 5973.972656
	Iteration 83Q: 3 clusters Score -2.118079e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 166596 members 
Entering Unmasked Estep 
Score: -21180792.000000 Penalty: 5973.972656
	Iteration 84Q: 3 clusters Score -2.118079e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 166595 members 
Entering Unmasked Estep 
Score: -21180788.000000 Penalty: 5973.972656
	Iteration 85Q: 3 clusters Score -2.118079e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 166597 members 
Entering Unmasked Estep 
Score: -21180790.000000 Penalty: 5973.972656
	Iteration 86Q: 3 clusters Score -2.118079e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 166599 members 
Entering Unmasked Estep 
Score: -21180786.000000 Penalty: 5973.972656
	Iteration 87Q: 3 clusters Score -2.118079e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 166600 members 
Entering Unmasked Estep 
Score: -21180782.000000 Penalty: 5973.972656
	Iteration 88Q: 3 clusters Score -2.118078e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 166600 members 
Entering Unmasked Estep 
Score: -21180782.000000 Penalty: 5973.972656
	Iteration 89F: 3 clusters Score -2.118078e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (27165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27165 members 
Entering Unmasked Estep 
Score: -3410291.750000 Penalty: 2532.001709
	Iteration 0F: 2 clusters Score -3410292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -3391493.250000 Penalty: 5064.003418
	Iteration 0F: 3 clusters Score -3391493 nChanged 12191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -3398113.000000 Penalty: 5064.003418
	Iteration 1F: 3 clusters Score -3398113 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -3398529.250000 Penalty: 5064.003418
	Iteration 2Q: 3 clusters Score -3398529 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -3398894.000000 Penalty: 5064.003418
	Iteration 3Q: 3 clusters Score -3398894 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -3399281.000000 Penalty: 5064.003418
	Iteration 4Q: 3 clusters Score -3399281 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -3399679.000000 Penalty: 5064.003418
	Iteration 5Q: 3 clusters Score -3399679 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -3400154.750000 Penalty: 5064.003418
	Iteration 6Q: 3 clusters Score -3400155 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -3400825.250000 Penalty: 5064.003418
	Iteration 7Q: 3 clusters Score -3400825 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -3401769.250000 Penalty: 5064.003418
	Iteration 8F: 3 clusters Score -3401769 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -3402920.000000 Penalty: 5064.003418
	Iteration 9F: 3 clusters Score -3402920 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -3404221.750000 Penalty: 5064.003418
	Iteration 10F: 3 clusters Score -3404222 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -3405330.250000 Penalty: 5064.003418
	Iteration 11F: 3 clusters Score -3405330 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -3406099.000000 Penalty: 5064.003418
	Iteration 12Q: 3 clusters Score -3406099 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -3406529.750000 Penalty: 5064.003418
	Iteration 13Q: 3 clusters Score -3406530 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -3406769.750000 Penalty: 5064.003418
	Iteration 14Q: 3 clusters Score -3406770 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -3406927.750000 Penalty: 5064.003418
	Iteration 15Q: 3 clusters Score -3406928 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -3407060.000000 Penalty: 5064.003418
	Iteration 16Q: 3 clusters Score -3407060 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -3407137.250000 Penalty: 5064.003418
	Iteration 17Q: 3 clusters Score -3407137 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -3407211.250000 Penalty: 5064.003418
	Iteration 18Q: 3 clusters Score -3407211 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -3407276.750000 Penalty: 5064.003418
	Iteration 19Q: 3 clusters Score -3407277 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -3407349.750000 Penalty: 5064.003418
	Iteration 20F: 3 clusters Score -3407350 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -3407424.000000 Penalty: 5064.003418
	Iteration 21Q: 3 clusters Score -3407424 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -3407477.750000 Penalty: 5064.003418
	Iteration 22Q: 3 clusters Score -3407478 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -3407519.750000 Penalty: 5064.003418
	Iteration 23Q: 3 clusters Score -3407520 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -3407565.750000 Penalty: 5064.003418
	Iteration 24Q: 3 clusters Score -3407566 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -3407605.250000 Penalty: 5064.003418
	Iteration 25Q: 3 clusters Score -3407605 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -3407636.500000 Penalty: 5064.003418
	Iteration 26Q: 3 clusters Score -3407636 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -3407667.250000 Penalty: 5064.003418
	Iteration 27Q: 3 clusters Score -3407667 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -3407687.250000 Penalty: 5064.003418
	Iteration 28Q: 3 clusters Score -3407687 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -3407712.750000 Penalty: 5064.003418
	Iteration 29Q: 3 clusters Score -3407713 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -3407732.000000 Penalty: 5064.003418
	Iteration 30Q: 3 clusters Score -3407732 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -3407748.000000 Penalty: 5064.003418
	Iteration 31Q: 3 clusters Score -3407748 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -3407770.750000 Penalty: 5064.003418
	Iteration 32Q: 3 clusters Score -3407771 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -3407787.000000 Penalty: 5064.003418
	Iteration 33Q: 3 clusters Score -3407787 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -3407802.250000 Penalty: 5064.003418
	Iteration 34Q: 3 clusters Score -3407802 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -3407809.500000 Penalty: 5064.003418
	Iteration 35Q: 3 clusters Score -3407810 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -3407832.750000 Penalty: 5064.003418
	Iteration 36Q: 3 clusters Score -3407833 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24764 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -3407854.500000 Penalty: 5064.003418
	Iteration 37Q: 3 clusters Score -3407854 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -3407875.500000 Penalty: 5064.003418
	Iteration 38Q: 3 clusters Score -3407876 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -3407902.000000 Penalty: 5064.003418
	Iteration 39Q: 3 clusters Score -3407902 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24918 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -3407919.250000 Penalty: 5064.003418
	Iteration 40F: 3 clusters Score -3407919 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -3407929.000000 Penalty: 5064.003418
	Iteration 41Q: 3 clusters Score -3407929 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -3407932.000000 Penalty: 5064.003418
	Iteration 42Q: 3 clusters Score -3407932 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25034 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -3407941.750000 Penalty: 5064.003418
	Iteration 43Q: 3 clusters Score -3407942 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -3407945.500000 Penalty: 5064.003418
	Iteration 44Q: 3 clusters Score -3407946 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -3407960.750000 Penalty: 5064.003418
	Iteration 45Q: 3 clusters Score -3407961 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -3407976.500000 Penalty: 5064.003418
	Iteration 46Q: 3 clusters Score -3407976 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3407975.750000 Penalty: 5064.003418
	Iteration 47Q: 3 clusters Score -3407976 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -3407995.250000 Penalty: 5064.003418
	Iteration 48Q: 3 clusters Score -3407995 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -3407998.250000 Penalty: 5064.003418
	Iteration 49Q: 3 clusters Score -3407998 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -3408003.000000 Penalty: 5064.003418
	Iteration 50Q: 3 clusters Score -3408003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25243 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3408006.500000 Penalty: 5064.003418
	Iteration 51Q: 3 clusters Score -3408006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25256 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -3408007.500000 Penalty: 5064.003418
	Iteration 52Q: 3 clusters Score -3408008 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -3408010.500000 Penalty: 5064.003418
	Iteration 53Q: 3 clusters Score -3408010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3408009.750000 Penalty: 5064.003418
	Iteration 54Q: 3 clusters Score -3408010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -3408015.250000 Penalty: 5064.003418
	Iteration 55Q: 3 clusters Score -3408015 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3408020.250000 Penalty: 5064.003418
	Iteration 56Q: 3 clusters Score -3408020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25316 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -3408018.000000 Penalty: 5064.003418
	Iteration 57Q: 3 clusters Score -3408018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3408019.250000 Penalty: 5064.003418
	Iteration 58Q: 3 clusters Score -3408019 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25354 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -3408024.750000 Penalty: 5064.003418
	Iteration 59Q: 3 clusters Score -3408025 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3408029.250000 Penalty: 5064.003418
	Iteration 60F: 3 clusters Score -3408029 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3408039.500000 Penalty: 5064.003418
	Iteration 61Q: 3 clusters Score -3408040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25403 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -3408041.750000 Penalty: 5064.003418
	Iteration 62Q: 3 clusters Score -3408042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -3408045.000000 Penalty: 5064.003418
	Iteration 63Q: 3 clusters Score -3408045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25418 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -3408047.500000 Penalty: 5064.003418
	Iteration 64Q: 3 clusters Score -3408048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25432 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -3408051.000000 Penalty: 5064.003418
	Iteration 65Q: 3 clusters Score -3408051 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -3408060.750000 Penalty: 5064.003418
	Iteration 66Q: 3 clusters Score -3408061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -3408063.250000 Penalty: 5064.003418
	Iteration 67Q: 3 clusters Score -3408063 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -3408066.500000 Penalty: 5064.003418
	Iteration 68Q: 3 clusters Score -3408066 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3408080.750000 Penalty: 5064.003418
	Iteration 69Q: 3 clusters Score -3408081 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -3408077.500000 Penalty: 5064.003418
	Iteration 70Q: 3 clusters Score -3408078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -3408083.500000 Penalty: 5064.003418
	Iteration 71Q: 3 clusters Score -3408084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25546 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -3408090.500000 Penalty: 5064.003418
	Iteration 72Q: 3 clusters Score -3408090 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3408093.250000 Penalty: 5064.003418
	Iteration 73Q: 3 clusters Score -3408093 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -3408099.250000 Penalty: 5064.003418
	Iteration 74Q: 3 clusters Score -3408099 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3408113.500000 Penalty: 5064.003418
	Iteration 75Q: 3 clusters Score -3408114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -3408112.250000 Penalty: 5064.003418
	Iteration 76Q: 3 clusters Score -3408112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -3408118.500000 Penalty: 5064.003418
	Iteration 77Q: 3 clusters Score -3408118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25618 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3408119.750000 Penalty: 5064.003418
	Iteration 78Q: 3 clusters Score -3408120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -3408118.000000 Penalty: 5064.003418
	Iteration 79Q: 3 clusters Score -3408118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3408123.250000 Penalty: 5064.003418
	Iteration 80F: 3 clusters Score -3408123 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25646 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -3408126.750000 Penalty: 5064.003418
	Iteration 81Q: 3 clusters Score -3408127 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3408127.750000 Penalty: 5064.003418
	Iteration 82Q: 3 clusters Score -3408128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25679 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -3408141.000000 Penalty: 5064.003418
	Iteration 83Q: 3 clusters Score -3408141 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3408138.250000 Penalty: 5064.003418
	Iteration 84Q: 3 clusters Score -3408138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25700 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -3408140.750000 Penalty: 5064.003418
	Iteration 85Q: 3 clusters Score -3408141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -3408139.000000 Penalty: 5064.003418
	Iteration 86Q: 3 clusters Score -3408139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25724 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -3408138.250000 Penalty: 5064.003418
	Iteration 87Q: 3 clusters Score -3408138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -3408147.500000 Penalty: 5064.003418
	Iteration 88Q: 3 clusters Score -3408148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -3408140.750000 Penalty: 5064.003418
	Iteration 89Q: 3 clusters Score -3408141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -3408140.250000 Penalty: 5064.003418
	Iteration 90Q: 3 clusters Score -3408140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3408144.000000 Penalty: 5064.003418
	Iteration 91Q: 3 clusters Score -3408144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -3408141.750000 Penalty: 5064.003418
	Iteration 92Q: 3 clusters Score -3408142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3408141.750000 Penalty: 5064.003418
	Iteration 93Q: 3 clusters Score -3408142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -3408141.750000 Penalty: 5064.003418
	Iteration 94F: 3 clusters Score -3408142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (79376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79376 members 
Entering Unmasked Estep 
Score: -9679835.000000 Penalty: 2797.923828
	Iteration 0F: 2 clusters Score -9679835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39736 members 
Mstep: Class 2 contains 39640 members 
Entering Unmasked Estep 
Score: -9626950.000000 Penalty: 5595.847656
	Iteration 0F: 3 clusters Score -9626950 nChanged 37236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 38786 members 
Entering Unmasked Estep 
Score: -9647489.000000 Penalty: 5595.847656
	Iteration 1F: 3 clusters Score -9647489 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 38273 members 
Entering Unmasked Estep 
Score: -9647985.000000 Penalty: 5595.847656
	Iteration 2Q: 3 clusters Score -9647985 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41938 members 
Mstep: Class 2 contains 37438 members 
Entering Unmasked Estep 
Score: -9648574.000000 Penalty: 5595.847656
	Iteration 3Q: 3 clusters Score -9648574 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43191 members 
Mstep: Class 2 contains 36185 members 
Entering Unmasked Estep 
Score: -9649185.000000 Penalty: 5595.847656
	Iteration 4Q: 3 clusters Score -9649185 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45044 members 
Mstep: Class 2 contains 34332 members 
Entering Unmasked Estep 
Score: -9649872.000000 Penalty: 5595.847656
	Iteration 5Q: 3 clusters Score -9649872 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47746 members 
Mstep: Class 2 contains 31630 members 
Entering Unmasked Estep 
Score: -9651105.000000 Penalty: 5595.847656
	Iteration 6Q: 3 clusters Score -9651105 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51552 members 
Mstep: Class 2 contains 27824 members 
Entering Unmasked Estep 
Score: -9653062.000000 Penalty: 5595.847656
	Iteration 7F: 3 clusters Score -9653062 nChanged 5296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56686 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -9656472.000000 Penalty: 5595.847656
	Iteration 8F: 3 clusters Score -9656472 nChanged 6371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62977 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -9661545.000000 Penalty: 5595.847656
	Iteration 9F: 3 clusters Score -9661545 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69532 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -9667647.000000 Penalty: 5595.847656
	Iteration 10F: 3 clusters Score -9667647 nChanged 5245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74769 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -9672938.000000 Penalty: 5595.847656
	Iteration 11F: 3 clusters Score -9672938 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77695 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -9676025.000000 Penalty: 5595.847656
	Iteration 12Q: 3 clusters Score -9676025 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78719 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -9677040.000000 Penalty: 5595.847656
	Iteration 13Q: 3 clusters Score -9677040 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78975 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -9677328.000000 Penalty: 5595.847656
	Iteration 14Q: 3 clusters Score -9677328 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79057 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -9677426.000000 Penalty: 5595.847656
	Iteration 15Q: 3 clusters Score -9677426 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79085 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -9677457.000000 Penalty: 5595.847656
	Iteration 16Q: 3 clusters Score -9677457 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79095 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -9677472.000000 Penalty: 5595.847656
	Iteration 17Q: 3 clusters Score -9677472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79101 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -9677482.000000 Penalty: 5595.847656
	Iteration 18Q: 3 clusters Score -9677482 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79106 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -9677492.000000 Penalty: 5595.847656
	Iteration 19Q: 3 clusters Score -9677492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79106 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -9677493.000000 Penalty: 5595.847656
	Iteration 20F: 3 clusters Score -9677493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79107 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -9677495.000000 Penalty: 5595.847656
	Iteration 21Q: 3 clusters Score -9677495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79109 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -9677504.000000 Penalty: 5595.847656
	Iteration 22Q: 3 clusters Score -9677504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79111 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -9677506.000000 Penalty: 5595.847656
	Iteration 23Q: 3 clusters Score -9677506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79112 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -9677511.000000 Penalty: 5595.847656
	Iteration 24Q: 3 clusters Score -9677511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79112 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -9677511.000000 Penalty: 5595.847656
	Iteration 25F: 3 clusters Score -9677511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Entering Unmasked Estep 
Score: -569673.500000 Penalty: 2078.011719
	Iteration 0F: 2 clusters Score -569673.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -565533.000000 Penalty: 4156.023438
	Iteration 0F: 3 clusters Score -565533 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -566429.937500 Penalty: 4156.023438
	Iteration 1F: 3 clusters Score -566429.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -566604.250000 Penalty: 4156.023438
	Iteration 2F: 3 clusters Score -566604.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -566699.000000 Penalty: 4156.023438
	Iteration 3Q: 3 clusters Score -566699 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -566752.812500 Penalty: 4156.023438
	Iteration 4Q: 3 clusters Score -566752.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -566792.187500 Penalty: 4156.023438
	Iteration 5Q: 3 clusters Score -566792.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -566822.875000 Penalty: 4156.023438
	Iteration 6Q: 3 clusters Score -566822.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -566843.687500 Penalty: 4156.023438
	Iteration 7Q: 3 clusters Score -566843.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -566864.625000 Penalty: 4156.023438
	Iteration 8Q: 3 clusters Score -566864.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -566881.187500 Penalty: 4156.023438
	Iteration 9Q: 3 clusters Score -566881.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -566886.812500 Penalty: 4156.023438
	Iteration 10Q: 3 clusters Score -566886.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -566895.312500 Penalty: 4156.023438
	Iteration 11Q: 3 clusters Score -566895.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -566899.000000 Penalty: 4156.023438
	Iteration 12Q: 3 clusters Score -566899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -566903.000000 Penalty: 4156.023438
	Iteration 13Q: 3 clusters Score -566903 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -566905.687500 Penalty: 4156.023438
	Iteration 14Q: 3 clusters Score -566905.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -566906.250000 Penalty: 4156.023438
	Iteration 15Q: 3 clusters Score -566906.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -566907.875000 Penalty: 4156.023438
	Iteration 16Q: 3 clusters Score -566907.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -566908.812500 Penalty: 4156.023438
	Iteration 17Q: 3 clusters Score -566908.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -566911.125000 Penalty: 4156.023438
	Iteration 18Q: 3 clusters Score -566911.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -566917.375000 Penalty: 4156.023438
	Iteration 19Q: 3 clusters Score -566917.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -566922.812500 Penalty: 4156.023438
	Iteration 20F: 3 clusters Score -566922.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -566925.687500 Penalty: 4156.023438
	Iteration 21Q: 3 clusters Score -566925.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -566925.812500 Penalty: 4156.023438
	Iteration 22Q: 3 clusters Score -566925.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -566928.437500 Penalty: 4156.023438
	Iteration 23Q: 3 clusters Score -566928.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -566927.687500 Penalty: 4156.023438
	Iteration 24Q: 3 clusters Score -566927.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -566931.250000 Penalty: 4156.023438
	Iteration 25Q: 3 clusters Score -566931.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -566933.812500 Penalty: 4156.023438
	Iteration 26Q: 3 clusters Score -566933.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -566934.937500 Penalty: 4156.023438
	Iteration 27Q: 3 clusters Score -566934.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -566939.000000 Penalty: 4156.023438
	Iteration 28Q: 3 clusters Score -566939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -566941.500000 Penalty: 4156.023438
	Iteration 29Q: 3 clusters Score -566941.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -566946.000000 Penalty: 4156.023438
	Iteration 30Q: 3 clusters Score -566946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -566949.625000 Penalty: 4156.023438
	Iteration 31Q: 3 clusters Score -566949.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -566955.375000 Penalty: 4156.023438
	Iteration 32Q: 3 clusters Score -566955.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -566959.625000 Penalty: 4156.023438
	Iteration 33Q: 3 clusters Score -566959.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -566963.812500 Penalty: 4156.023438
	Iteration 34Q: 3 clusters Score -566963.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -566968.187500 Penalty: 4156.023438
	Iteration 35Q: 3 clusters Score -566968.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -566971.125000 Penalty: 4156.023438
	Iteration 36Q: 3 clusters Score -566971.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -566971.750000 Penalty: 4156.023438
	Iteration 37Q: 3 clusters Score -566971.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -566973.500000 Penalty: 4156.023438
	Iteration 38Q: 3 clusters Score -566973.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -566973.812500 Penalty: 4156.023438
	Iteration 39Q: 3 clusters Score -566973.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -566974.062500 Penalty: 4156.023438
	Iteration 40F: 3 clusters Score -566974.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -566974.812500 Penalty: 4156.023438
	Iteration 41Q: 3 clusters Score -566974.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -566975.000000 Penalty: 4156.023438
	Iteration 42Q: 3 clusters Score -566975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -566976.625000 Penalty: 4156.023438
	Iteration 43Q: 3 clusters Score -566976.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -566977.187500 Penalty: 4156.023438
	Iteration 44Q: 3 clusters Score -566977.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -566980.000000 Penalty: 4156.023438
	Iteration 45Q: 3 clusters Score -566980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -566981.062500 Penalty: 4156.023438
	Iteration 46Q: 3 clusters Score -566981.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -566981.187500 Penalty: 4156.023438
	Iteration 47Q: 3 clusters Score -566981.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -566981.875000 Penalty: 4156.023438
	Iteration 48Q: 3 clusters Score -566981.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -566982.687500 Penalty: 4156.023438
	Iteration 49Q: 3 clusters Score -566982.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -566982.687500 Penalty: 4156.023438
	Iteration 50Q: 3 clusters Score -566982.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -566982.687500 Penalty: 4156.023438
	Iteration 51F: 3 clusters Score -566982.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Entering Unmasked Estep 
Score: -152513.125000 Penalty: 1784.963989
	Iteration 0F: 2 clusters Score -152513.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -150445.671875 Penalty: 3569.927979
	Iteration 0F: 3 clusters Score -150445.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -150978.078125 Penalty: 3569.927979
	Iteration 1F: 3 clusters Score -150978.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -151427.531250 Penalty: 3569.927979
	Iteration 2F: 3 clusters Score -151427.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -151837.765625 Penalty: 3569.927979
	Iteration 3F: 3 clusters Score -151837.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -152114.359375 Penalty: 3569.927979
	Iteration 4F: 3 clusters Score -152114.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -152262.531250 Penalty: 3569.927979
	Iteration 5Q: 3 clusters Score -152262.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -152338.375000 Penalty: 3569.927979
	Iteration 6Q: 3 clusters Score -152338.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -152388.671875 Penalty: 3569.927979
	Iteration 7Q: 3 clusters Score -152388.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -152427.812500 Penalty: 3569.927979
	Iteration 8Q: 3 clusters Score -152427.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -152430.859375 Penalty: 3569.927979
	Iteration 9Q: 3 clusters Score -152430.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -152432.984375 Penalty: 3569.927979
	Iteration 10Q: 3 clusters Score -152433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -152441.515625 Penalty: 3569.927979
	Iteration 11Q: 3 clusters Score -152441.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -152446.796875 Penalty: 3569.927979
	Iteration 12Q: 3 clusters Score -152446.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -152451.281250 Penalty: 3569.927979
	Iteration 13Q: 3 clusters Score -152451.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -152452.531250 Penalty: 3569.927979
	Iteration 14Q: 3 clusters Score -152452.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -152452.531250 Penalty: 3569.927979
	Iteration 15F: 3 clusters Score -152452.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 3 contains 53502 members 
Mstep: Class 4 contains 263742 members 
Mstep: Class 5 contains 14122 members 
Mstep: Class 6 contains 6260 members 
Mstep: Class 7 contains 1413 members 
Mstep: Class 8 contains 84364 members 
Mstep: Class 10 contains 22718 members 
Mstep: Class 11 contains 9337 members 
Mstep: Class 12 contains 19203 members 
Mstep: Class 13 contains 35009 members 
Mstep: Class 14 contains 2437 members 
Mstep: Class 15 contains 4630 members 
Mstep: Class 17 contains 2012 members 
Mstep: Class 18 contains 170127 members 
Mstep: Class 20 contains 27165 members 
Mstep: Class 21 contains 79376 members 
Mstep: Class 23 contains 4355 members 
Mstep: Class 24 contains 1336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104744408.000000 Penalty: 77926.218750
Iteration 39Q: 24 clusters Score -1.047444e+08 nChanged 14581
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 12047 members 
Mstep: Class 3 contains 53673 members 
Mstep: Class 4 contains 262320 members 
Mstep: Class 5 contains 14232 members 
Mstep: Class 6 contains 6243 members 
Mstep: Class 7 contains 1413 members 
Mstep: Class 8 contains 83820 members 
Mstep: Class 9 contains 39738 members 
Mstep: Class 10 contains 22432 members 
Mstep: Class 11 contains 9322 members 
Mstep: Class 12 contains 19059 members 
Mstep: Class 13 contains 34836 members 
Mstep: Class 14 contains 2697 members 
Mstep: Class 15 contains 4648 members 
Mstep: Class 16 contains 1315 members 
Mstep: Class 17 contains 2229 members 
Mstep: Class 18 contains 172537 members 
Mstep: Class 19 contains 262 members 
Mstep: Class 20 contains 26691 members 
Mstep: Class 21 contains 78270 members 
Mstep: Class 23 contains 4461 members 
Mstep: Class 24 contains 1336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104750248.000000 Penalty: 77926.218750
Iteration 40F: 24 clusters Score -1.047502e+08 nChanged 12477
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 13309 members 
Mstep: Class 3 contains 53273 members 
Mstep: Class 4 contains 262990 members 
Mstep: Class 5 contains 14248 members 
Mstep: Class 6 contains 6278 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 82434 members 
Mstep: Class 9 contains 40031 members 
Mstep: Class 10 contains 22296 members 
Mstep: Class 11 contains 9299 members 
Mstep: Class 12 contains 18918 members 
Mstep: Class 13 contains 34768 members 
Mstep: Class 14 contains 2455 members 
Mstep: Class 15 contains 4616 members 
Mstep: Class 16 contains 1554 members 
Mstep: Class 17 contains 2351 members 
Mstep: Class 18 contains 173496 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 26212 members 
Mstep: Class 21 contains 77401 members 
Mstep: Class 23 contains 4592 members 
Mstep: Class 24 contains 1335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104752240.000000 Penalty: 77926.218750
Iteration 41Q: 24 clusters Score -1.047522e+08 nChanged 10419
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 14159 members 
Mstep: Class 3 contains 52788 members 
Mstep: Class 4 contains 262993 members 
Mstep: Class 5 contains 14258 members 
Mstep: Class 6 contains 6318 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 81248 members 
Mstep: Class 9 contains 40229 members 
Mstep: Class 10 contains 22246 members 
Mstep: Class 11 contains 9271 members 
Mstep: Class 12 contains 18766 members 
Mstep: Class 13 contains 34736 members 
Mstep: Class 14 contains 2331 members 
Mstep: Class 15 contains 4593 members 
Mstep: Class 16 contains 1696 members 
Mstep: Class 17 contains 2434 members 
Mstep: Class 18 contains 175166 members 
Mstep: Class 19 contains 270 members 
Mstep: Class 20 contains 25793 members 
Mstep: Class 21 contains 76692 members 
Mstep: Class 23 contains 4738 members 
Mstep: Class 24 contains 1333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104753432.000000 Penalty: 77926.218750
Iteration 42Q: 24 clusters Score -1.047534e+08 nChanged 9207
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 14884 members 
Mstep: Class 3 contains 52300 members 
Mstep: Class 4 contains 262292 members 
Mstep: Class 5 contains 14287 members 
Mstep: Class 6 contains 6355 members 
Mstep: Class 7 contains 1412 members 
Mstep: Class 8 contains 80089 members 
Mstep: Class 9 contains 40393 members 
Mstep: Class 10 contains 22225 members 
Mstep: Class 11 contains 9241 members 
Mstep: Class 12 contains 18629 members 
Mstep: Class 13 contains 34682 members 
Mstep: Class 14 contains 2227 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 1783 members 
Mstep: Class 17 contains 2477 members 
Mstep: Class 18 contains 177467 members 
Mstep: Class 19 contains 270 members 
Mstep: Class 20 contains 25420 members 
Mstep: Class 21 contains 76120 members 
Mstep: Class 23 contains 4921 members 
Mstep: Class 24 contains 1333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104754840.000000 Penalty: 77926.218750
Iteration 43Q: 24 clusters Score -1.047548e+08 nChanged 8633
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 15509 members 
Mstep: Class 3 contains 51808 members 
Mstep: Class 4 contains 261176 members 
Mstep: Class 5 contains 14315 members 
Mstep: Class 6 contains 6392 members 
Mstep: Class 7 contains 1412 members 
Mstep: Class 8 contains 78873 members 
Mstep: Class 9 contains 40496 members 
Mstep: Class 10 contains 22189 members 
Mstep: Class 11 contains 9215 members 
Mstep: Class 12 contains 18492 members 
Mstep: Class 13 contains 34653 members 
Mstep: Class 14 contains 2143 members 
Mstep: Class 15 contains 4575 members 
Mstep: Class 16 contains 1837 members 
Mstep: Class 17 contains 2511 members 
Mstep: Class 18 contains 180318 members 
Mstep: Class 19 contains 270 members 
Mstep: Class 20 contains 25054 members 
Mstep: Class 21 contains 75652 members 
Mstep: Class 23 contains 5083 members 
Mstep: Class 24 contains 1333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104755520.000000 Penalty: 77926.218750
Iteration 44Q: 24 clusters Score -1.047555e+08 nChanged 8268
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 16121 members 
Mstep: Class 3 contains 51345 members 
Mstep: Class 4 contains 259551 members 
Mstep: Class 5 contains 14326 members 
Mstep: Class 6 contains 6419 members 
Mstep: Class 7 contains 1412 members 
Mstep: Class 8 contains 77688 members 
Mstep: Class 9 contains 40590 members 
Mstep: Class 10 contains 22172 members 
Mstep: Class 11 contains 9188 members 
Mstep: Class 12 contains 18394 members 
Mstep: Class 13 contains 34605 members 
Mstep: Class 14 contains 2067 members 
Mstep: Class 15 contains 4566 members 
Mstep: Class 16 contains 1858 members 
Mstep: Class 17 contains 2527 members 
Mstep: Class 18 contains 183560 members 
Mstep: Class 19 contains 270 members 
Mstep: Class 20 contains 24694 members 
Mstep: Class 21 contains 75271 members 
Mstep: Class 23 contains 5271 members 
Mstep: Class 24 contains 1333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104756288.000000 Penalty: 77926.218750
Iteration 45Q: 24 clusters Score -1.047563e+08 nChanged 7897
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 16613 members 
Mstep: Class 3 contains 50917 members 
Mstep: Class 4 contains 257773 members 
Mstep: Class 5 contains 14339 members 
Mstep: Class 6 contains 6435 members 
Mstep: Class 7 contains 1412 members 
Mstep: Class 8 contains 76425 members 
Mstep: Class 9 contains 40672 members 
Mstep: Class 10 contains 22153 members 
Mstep: Class 11 contains 9163 members 
Mstep: Class 12 contains 18288 members 
Mstep: Class 13 contains 34565 members 
Mstep: Class 14 contains 2020 members 
Mstep: Class 15 contains 4565 members 
Mstep: Class 16 contains 1869 members 
Mstep: Class 17 contains 2545 members 
Mstep: Class 18 contains 186941 members 
Mstep: Class 19 contains 270 members 
Mstep: Class 20 contains 24374 members 
Mstep: Class 21 contains 74981 members 
Mstep: Class 23 contains 5493 members 
Mstep: Class 24 contains 1333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104756968.000000 Penalty: 77926.218750
Iteration 46Q: 24 clusters Score -1.04757e+08 nChanged 7844
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 17064 members 
Mstep: Class 3 contains 50479 members 
Mstep: Class 4 contains 255802 members 
Mstep: Class 5 contains 14341 members 
Mstep: Class 6 contains 6442 members 
Mstep: Class 7 contains 1412 members 
Mstep: Class 8 contains 75156 members 
Mstep: Class 9 contains 40735 members 
Mstep: Class 10 contains 22120 members 
Mstep: Class 11 contains 9140 members 
Mstep: Class 12 contains 18171 members 
Mstep: Class 13 contains 34525 members 
Mstep: Class 14 contains 1979 members 
Mstep: Class 15 contains 4561 members 
Mstep: Class 16 contains 1875 members 
Mstep: Class 17 contains 2557 members 
Mstep: Class 18 contains 190534 members 
Mstep: Class 19 contains 270 members 
Mstep: Class 20 contains 24078 members 
Mstep: Class 21 contains 74736 members 
Mstep: Class 23 contains 5758 members 
Mstep: Class 24 contains 1333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104757832.000000 Penalty: 77926.218750
Iteration 47Q: 24 clusters Score -1.047578e+08 nChanged 7689
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 17443 members 
Mstep: Class 3 contains 50048 members 
Mstep: Class 4 contains 253698 members 
Mstep: Class 5 contains 14342 members 
Mstep: Class 6 contains 6450 members 
Mstep: Class 7 contains 1412 members 
Mstep: Class 8 contains 73859 members 
Mstep: Class 9 contains 40801 members 
Mstep: Class 10 contains 22109 members 
Mstep: Class 11 contains 9121 members 
Mstep: Class 12 contains 18091 members 
Mstep: Class 13 contains 34514 members 
Mstep: Class 14 contains 1942 members 
Mstep: Class 15 contains 4554 members 
Mstep: Class 16 contains 1878 members 
Mstep: Class 17 contains 2565 members 
Mstep: Class 18 contains 194111 members 
Mstep: Class 19 contains 270 members 
Mstep: Class 20 contains 23804 members 
Mstep: Class 21 contains 74599 members 
Mstep: Class 23 contains 6036 members 
Mstep: Class 24 contains 1333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758424.000000 Penalty: 77926.218750
Iteration 48Q: 24 clusters Score -1.047584e+08 nChanged 7366
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 17781 members 
Mstep: Class 3 contains 49670 members 
Mstep: Class 4 contains 251587 members 
Mstep: Class 5 contains 14360 members 
Mstep: Class 6 contains 6457 members 
Mstep: Class 7 contains 1412 members 
Mstep: Class 8 contains 72569 members 
Mstep: Class 9 contains 40858 members 
Mstep: Class 10 contains 22085 members 
Mstep: Class 11 contains 9104 members 
Mstep: Class 12 contains 18020 members 
Mstep: Class 13 contains 34523 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 4546 members 
Mstep: Class 16 contains 1869 members 
Mstep: Class 17 contains 2576 members 
Mstep: Class 18 contains 197694 members 
Mstep: Class 19 contains 270 members 
Mstep: Class 20 contains 23503 members 
Mstep: Class 21 contains 74500 members 
Mstep: Class 23 contains 6275 members 
Mstep: Class 24 contains 1334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758624.000000 Penalty: 77926.218750
Iteration 49Q: 24 clusters Score -1.047586e+08 nChanged 7524
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 18123 members 
Mstep: Class 3 contains 49335 members 
Mstep: Class 4 contains 249195 members 
Mstep: Class 5 contains 14362 members 
Mstep: Class 6 contains 6464 members 
Mstep: Class 7 contains 1412 members 
Mstep: Class 8 contains 71252 members 
Mstep: Class 9 contains 40906 members 
Mstep: Class 10 contains 22058 members 
Mstep: Class 11 contains 9089 members 
Mstep: Class 12 contains 17961 members 
Mstep: Class 13 contains 34562 members 
Mstep: Class 14 contains 1910 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 1875 members 
Mstep: Class 17 contains 2582 members 
Mstep: Class 18 contains 201464 members 
Mstep: Class 19 contains 270 members 
Mstep: Class 20 contains 23176 members 
Mstep: Class 21 contains 74478 members 
Mstep: Class 23 contains 6503 members 
Mstep: Class 24 contains 1334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759288.000000 Penalty: 77926.218750
Iteration 50Q: 24 clusters Score -1.047593e+08 nChanged 7735
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 18437 members 
Mstep: Class 3 contains 49049 members 
Mstep: Class 4 contains 246575 members 
Mstep: Class 5 contains 14370 members 
Mstep: Class 6 contains 6469 members 
Mstep: Class 7 contains 1412 members 
Mstep: Class 8 contains 69882 members 
Mstep: Class 9 contains 40927 members 
Mstep: Class 10 contains 22049 members 
Mstep: Class 11 contains 9079 members 
Mstep: Class 12 contains 17903 members 
Mstep: Class 13 contains 34592 members 
Mstep: Class 14 contains 1904 members 
Mstep: Class 15 contains 4550 members 
Mstep: Class 16 contains 1880 members 
Mstep: Class 17 contains 2586 members 
Mstep: Class 18 contains 205426 members 
Mstep: Class 19 contains 270 members 
Mstep: Class 20 contains 22878 members 
Mstep: Class 21 contains 74501 members 
Mstep: Class 23 contains 6722 members 
Mstep: Class 24 contains 1334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760040.000000 Penalty: 77926.218750
Iteration 51Q: 24 clusters Score -1.0476e+08 nChanged 8048
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 18721 members 
Mstep: Class 3 contains 48877 members 
Mstep: Class 4 contains 243632 members 
Mstep: Class 5 contains 14378 members 
Mstep: Class 6 contains 6476 members 
Mstep: Class 7 contains 1412 members 
Mstep: Class 8 contains 68479 members 
Mstep: Class 9 contains 40924 members 
Mstep: Class 10 contains 22040 members 
Mstep: Class 11 contains 9068 members 
Mstep: Class 12 contains 17852 members 
Mstep: Class 13 contains 34640 members 
Mstep: Class 14 contains 1893 members 
Mstep: Class 15 contains 4550 members 
Mstep: Class 16 contains 1885 members 
Mstep: Class 17 contains 2592 members 
Mstep: Class 18 contains 209571 members 
Mstep: Class 19 contains 271 members 
Mstep: Class 20 contains 22579 members 
Mstep: Class 21 contains 74599 members 
Mstep: Class 23 contains 6971 members 
Mstep: Class 24 contains 1333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760704.000000 Penalty: 77926.218750
Iteration 52Q: 24 clusters Score -1.047607e+08 nChanged 8483
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 18982 members 
Mstep: Class 3 contains 48801 members 
Mstep: Class 4 contains 240327 members 
Mstep: Class 5 contains 14376 members 
Mstep: Class 6 contains 6479 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 67112 members 
Mstep: Class 9 contains 40873 members 
Mstep: Class 10 contains 22056 members 
Mstep: Class 11 contains 9055 members 
Mstep: Class 12 contains 17787 members 
Mstep: Class 13 contains 34687 members 
Mstep: Class 14 contains 1898 members 
Mstep: Class 15 contains 4556 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 2596 members 
Mstep: Class 18 contains 213945 members 
Mstep: Class 19 contains 271 members 
Mstep: Class 20 contains 22315 members 
Mstep: Class 21 contains 74681 members 
Mstep: Class 23 contains 7256 members 
Mstep: Class 24 contains 1333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760904.000000 Penalty: 77926.218750
Iteration 53Q: 24 clusters Score -1.047609e+08 nChanged 8438
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 19185 members 
Mstep: Class 3 contains 48787 members 
Mstep: Class 4 contains 237053 members 
Mstep: Class 5 contains 14378 members 
Mstep: Class 6 contains 6484 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 65788 members 
Mstep: Class 9 contains 40791 members 
Mstep: Class 10 contains 22082 members 
Mstep: Class 11 contains 9043 members 
Mstep: Class 12 contains 17731 members 
Mstep: Class 13 contains 34724 members 
Mstep: Class 14 contains 1909 members 
Mstep: Class 15 contains 4559 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 2599 members 
Mstep: Class 18 contains 218216 members 
Mstep: Class 19 contains 272 members 
Mstep: Class 20 contains 22040 members 
Mstep: Class 21 contains 74807 members 
Mstep: Class 23 contains 7551 members 
Mstep: Class 24 contains 1333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761016.000000 Penalty: 77926.218750
Iteration 54Q: 24 clusters Score -1.04761e+08 nChanged 8194
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 19365 members 
Mstep: Class 3 contains 48850 members 
Mstep: Class 4 contains 233787 members 
Mstep: Class 5 contains 14383 members 
Mstep: Class 6 contains 6490 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 64611 members 
Mstep: Class 9 contains 40703 members 
Mstep: Class 10 contains 22123 members 
Mstep: Class 11 contains 9040 members 
Mstep: Class 12 contains 17700 members 
Mstep: Class 13 contains 34794 members 
Mstep: Class 14 contains 1921 members 
Mstep: Class 15 contains 4566 members 
Mstep: Class 16 contains 1894 members 
Mstep: Class 17 contains 2607 members 
Mstep: Class 18 contains 222202 members 
Mstep: Class 19 contains 273 members 
Mstep: Class 20 contains 21754 members 
Mstep: Class 21 contains 74951 members 
Mstep: Class 23 contains 7818 members 
Mstep: Class 24 contains 1333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104762048.000000 Penalty: 77926.218750
Iteration 55Q: 24 clusters Score -1.04762e+08 nChanged 7729
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 19513 members 
Mstep: Class 3 contains 48924 members 
Mstep: Class 4 contains 230751 members 
Mstep: Class 5 contains 14391 members 
Mstep: Class 6 contains 6494 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 63577 members 
Mstep: Class 9 contains 40624 members 
Mstep: Class 10 contains 22142 members 
Mstep: Class 11 contains 9036 members 
Mstep: Class 12 contains 17638 members 
Mstep: Class 13 contains 34895 members 
Mstep: Class 14 contains 1943 members 
Mstep: Class 15 contains 4573 members 
Mstep: Class 16 contains 1897 members 
Mstep: Class 17 contains 2614 members 
Mstep: Class 18 contains 225849 members 
Mstep: Class 19 contains 274 members 
Mstep: Class 20 contains 21482 members 
Mstep: Class 21 contains 75149 members 
Mstep: Class 23 contains 8017 members 
Mstep: Class 24 contains 1333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761960.000000 Penalty: 77926.218750
Iteration 56Q: 24 clusters Score -1.04762e+08 nChanged 7211
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 19624 members 
Mstep: Class 3 contains 49013 members 
Mstep: Class 4 contains 228261 members 
Mstep: Class 5 contains 14410 members 
Mstep: Class 6 contains 6500 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 62676 members 
Mstep: Class 9 contains 40528 members 
Mstep: Class 10 contains 22166 members 
Mstep: Class 11 contains 9033 members 
Mstep: Class 12 contains 17598 members 
Mstep: Class 13 contains 34978 members 
Mstep: Class 14 contains 1964 members 
Mstep: Class 15 contains 4577 members 
Mstep: Class 16 contains 1902 members 
Mstep: Class 17 contains 2615 members 
Mstep: Class 18 contains 228895 members 
Mstep: Class 19 contains 274 members 
Mstep: Class 20 contains 21239 members 
Mstep: Class 21 contains 75316 members 
Mstep: Class 23 contains 8162 members 
Mstep: Class 24 contains 1333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104762032.000000 Penalty: 77926.218750
Iteration 57Q: 24 clusters Score -1.04762e+08 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 19715 members 
Mstep: Class 3 contains 49114 members 
Mstep: Class 4 contains 226341 members 
Mstep: Class 5 contains 14437 members 
Mstep: Class 6 contains 6504 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 61895 members 
Mstep: Class 9 contains 40457 members 
Mstep: Class 10 contains 22160 members 
Mstep: Class 11 contains 9028 members 
Mstep: Class 12 contains 17547 members 
Mstep: Class 13 contains 35095 members 
Mstep: Class 14 contains 1989 members 
Mstep: Class 15 contains 4584 members 
Mstep: Class 16 contains 1903 members 
Mstep: Class 17 contains 2616 members 
Mstep: Class 18 contains 231247 members 
Mstep: Class 19 contains 274 members 
Mstep: Class 20 contains 21017 members 
Mstep: Class 21 contains 75476 members 
Mstep: Class 23 contains 8291 members 
Mstep: Class 24 contains 1333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761704.000000 Penalty: 77926.218750
Iteration 58Q: 24 clusters Score -1.047617e+08 nChanged 6061
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 19808 members 
Mstep: Class 3 contains 49213 members 
Mstep: Class 4 contains 224864 members 
Mstep: Class 5 contains 14455 members 
Mstep: Class 6 contains 6507 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 61208 members 
Mstep: Class 9 contains 40402 members 
Mstep: Class 10 contains 22164 members 
Mstep: Class 11 contains 9022 members 
Mstep: Class 12 contains 17504 members 
Mstep: Class 13 contains 35202 members 
Mstep: Class 14 contains 1998 members 
Mstep: Class 15 contains 4602 members 
Mstep: Class 16 contains 1910 members 
Mstep: Class 17 contains 2617 members 
Mstep: Class 18 contains 233015 members 
Mstep: Class 19 contains 274 members 
Mstep: Class 20 contains 20828 members 
Mstep: Class 21 contains 75644 members 
Mstep: Class 23 contains 8420 members 
Mstep: Class 24 contains 1333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761896.000000 Penalty: 77926.218750
Iteration 59Q: 24 clusters Score -1.047619e+08 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 19904 members 
Mstep: Class 3 contains 49305 members 
Mstep: Class 4 contains 224180 members 
Mstep: Class 5 contains 14477 members 
Mstep: Class 6 contains 6508 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60575 members 
Mstep: Class 9 contains 40328 members 
Mstep: Class 10 contains 22165 members 
Mstep: Class 11 contains 9019 members 
Mstep: Class 12 contains 17442 members 
Mstep: Class 13 contains 35287 members 
Mstep: Class 14 contains 2020 members 
Mstep: Class 15 contains 4608 members 
Mstep: Class 16 contains 1912 members 
Mstep: Class 17 contains 2619 members 
Mstep: Class 18 contains 234031 members 
Mstep: Class 19 contains 274 members 
Mstep: Class 20 contains 20671 members 
Mstep: Class 21 contains 75774 members 
Mstep: Class 23 contains 8528 members 
Mstep: Class 24 contains 1333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761944.000000 Penalty: 77926.218750
Iteration 60F: 24 clusters Score -1.047619e+08 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 19975 members 
Mstep: Class 3 contains 49374 members 
Mstep: Class 4 contains 224032 members 
Mstep: Class 5 contains 14485 members 
Mstep: Class 6 contains 6511 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60083 members 
Mstep: Class 9 contains 40279 members 
Mstep: Class 10 contains 22181 members 
Mstep: Class 11 contains 9018 members 
Mstep: Class 12 contains 17378 members 
Mstep: Class 13 contains 35382 members 
Mstep: Class 14 contains 2034 members 
Mstep: Class 15 contains 4601 members 
Mstep: Class 16 contains 1912 members 
Mstep: Class 17 contains 2620 members 
Mstep: Class 18 contains 234396 members 
Mstep: Class 19 contains 274 members 
Mstep: Class 20 contains 20502 members 
Mstep: Class 21 contains 75896 members 
Mstep: Class 23 contains 8663 members 
Mstep: Class 24 contains 1333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761808.000000 Penalty: 77926.218750
Iteration 61Q: 24 clusters Score -1.047618e+08 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 20035 members 
Mstep: Class 3 contains 49395 members 
Mstep: Class 4 contains 224503 members 
Mstep: Class 5 contains 14471 members 
Mstep: Class 6 contains 6513 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59665 members 
Mstep: Class 9 contains 40251 members 
Mstep: Class 10 contains 22191 members 
Mstep: Class 11 contains 9019 members 
Mstep: Class 12 contains 17308 members 
Mstep: Class 13 contains 35479 members 
Mstep: Class 14 contains 2053 members 
Mstep: Class 15 contains 4593 members 
Mstep: Class 16 contains 1908 members 
Mstep: Class 17 contains 2620 members 
Mstep: Class 18 contains 234127 members 
Mstep: Class 19 contains 274 members 
Mstep: Class 20 contains 20375 members 
Mstep: Class 21 contains 76002 members 
Mstep: Class 23 contains 8785 members 
Mstep: Class 24 contains 1333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761960.000000 Penalty: 77926.218750
Iteration 62Q: 24 clusters Score -1.04762e+08 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 20075 members 
Mstep: Class 3 contains 49409 members 
Mstep: Class 4 contains 225556 members 
Mstep: Class 5 contains 14473 members 
Mstep: Class 6 contains 6514 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59287 members 
Mstep: Class 9 contains 40233 members 
Mstep: Class 10 contains 22196 members 
Mstep: Class 11 contains 9019 members 
Mstep: Class 12 contains 17242 members 
Mstep: Class 13 contains 35567 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 4583 members 
Mstep: Class 16 contains 1907 members 
Mstep: Class 17 contains 2620 members 
Mstep: Class 18 contains 233212 members 
Mstep: Class 19 contains 274 members 
Mstep: Class 20 contains 20269 members 
Mstep: Class 21 contains 76112 members 
Mstep: Class 23 contains 8941 members 
Mstep: Class 24 contains 1333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761600.000000 Penalty: 77926.218750
Iteration 63Q: 24 clusters Score -1.047616e+08 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 20117 members 
Mstep: Class 3 contains 49408 members 
Mstep: Class 4 contains 226906 members 
Mstep: Class 5 contains 14460 members 
Mstep: Class 6 contains 6518 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 58967 members 
Mstep: Class 9 contains 40223 members 
Mstep: Class 10 contains 22210 members 
Mstep: Class 11 contains 9018 members 
Mstep: Class 12 contains 17192 members 
Mstep: Class 13 contains 35655 members 
Mstep: Class 14 contains 2059 members 
Mstep: Class 15 contains 4585 members 
Mstep: Class 16 contains 1912 members 
Mstep: Class 17 contains 2620 members 
Mstep: Class 18 contains 231902 members 
Mstep: Class 19 contains 274 members 
Mstep: Class 20 contains 20190 members 
Mstep: Class 21 contains 76211 members 
Mstep: Class 23 contains 9093 members 
Mstep: Class 24 contains 1333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104762112.000000 Penalty: 77926.218750
Iteration 64Q: 24 clusters Score -1.047621e+08 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 20146 members 
Mstep: Class 3 contains 49404 members 
Mstep: Class 4 contains 228562 members 
Mstep: Class 5 contains 14446 members 
Mstep: Class 6 contains 6518 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 58669 members 
Mstep: Class 9 contains 40219 members 
Mstep: Class 10 contains 22219 members 
Mstep: Class 11 contains 9020 members 
Mstep: Class 12 contains 17137 members 
Mstep: Class 13 contains 35736 members 
Mstep: Class 14 contains 2064 members 
Mstep: Class 15 contains 4583 members 
Mstep: Class 16 contains 1911 members 
Mstep: Class 17 contains 2622 members 
Mstep: Class 18 contains 230383 members 
Mstep: Class 19 contains 275 members 
Mstep: Class 20 contains 20086 members 
Mstep: Class 21 contains 76263 members 
Mstep: Class 23 contains 9240 members 
Mstep: Class 24 contains 1333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761888.000000 Penalty: 77926.218750
Iteration 65Q: 24 clusters Score -1.047619e+08 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 20191 members 
Mstep: Class 3 contains 49379 members 
Mstep: Class 4 contains 230449 members 
Mstep: Class 5 contains 14425 members 
Mstep: Class 6 contains 6519 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 58395 members 
Mstep: Class 9 contains 40212 members 
Mstep: Class 10 contains 22217 members 
Mstep: Class 11 contains 9017 members 
Mstep: Class 12 contains 17084 members 
Mstep: Class 13 contains 35815 members 
Mstep: Class 14 contains 2063 members 
Mstep: Class 15 contains 4575 members 
Mstep: Class 16 contains 1910 members 
Mstep: Class 17 contains 2620 members 
Mstep: Class 18 contains 228634 members 
Mstep: Class 19 contains 277 members 
Mstep: Class 20 contains 20008 members 
Mstep: Class 21 contains 76306 members 
Mstep: Class 23 contains 9388 members 
Mstep: Class 24 contains 1333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761584.000000 Penalty: 77926.218750
Iteration 66Q: 24 clusters Score -1.047616e+08 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 20221 members 
Mstep: Class 3 contains 49312 members 
Mstep: Class 4 contains 232482 members 
Mstep: Class 5 contains 14398 members 
Mstep: Class 6 contains 6519 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 58164 members 
Mstep: Class 9 contains 40200 members 
Mstep: Class 10 contains 22200 members 
Mstep: Class 11 contains 9016 members 
Mstep: Class 12 contains 17052 members 
Mstep: Class 13 contains 35906 members 
Mstep: Class 14 contains 2065 members 
Mstep: Class 15 contains 4570 members 
Mstep: Class 16 contains 1912 members 
Mstep: Class 17 contains 2623 members 
Mstep: Class 18 contains 226701 members 
Mstep: Class 19 contains 277 members 
Mstep: Class 20 contains 19932 members 
Mstep: Class 21 contains 76364 members 
Mstep: Class 23 contains 9553 members 
Mstep: Class 24 contains 1333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761592.000000 Penalty: 77926.218750
Iteration 67Q: 24 clusters Score -1.047616e+08 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 20236 members 
Mstep: Class 3 contains 49243 members 
Mstep: Class 4 contains 234618 members 
Mstep: Class 5 contains 14366 members 
Mstep: Class 6 contains 6519 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 57949 members 
Mstep: Class 9 contains 40201 members 
Mstep: Class 10 contains 22195 members 
Mstep: Class 11 contains 9015 members 
Mstep: Class 12 contains 17023 members 
Mstep: Class 13 contains 35966 members 
Mstep: Class 14 contains 2067 members 
Mstep: Class 15 contains 4559 members 
Mstep: Class 16 contains 1917 members 
Mstep: Class 17 contains 2624 members 
Mstep: Class 18 contains 224664 members 
Mstep: Class 19 contains 277 members 
Mstep: Class 20 contains 19862 members 
Mstep: Class 21 contains 76412 members 
Mstep: Class 23 contains 9734 members 
Mstep: Class 24 contains 1333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761432.000000 Penalty: 77926.218750
Iteration 68Q: 24 clusters Score -1.047614e+08 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 20260 members 
Mstep: Class 3 contains 49174 members 
Mstep: Class 4 contains 236685 members 
Mstep: Class 5 contains 14330 members 
Mstep: Class 6 contains 6521 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 57759 members 
Mstep: Class 9 contains 40200 members 
Mstep: Class 10 contains 22188 members 
Mstep: Class 11 contains 9016 members 
Mstep: Class 12 contains 17004 members 
Mstep: Class 13 contains 36036 members 
Mstep: Class 14 contains 2068 members 
Mstep: Class 15 contains 4556 members 
Mstep: Class 16 contains 1917 members 
Mstep: Class 17 contains 2625 members 
Mstep: Class 18 contains 222684 members 
Mstep: Class 19 contains 277 members 
Mstep: Class 20 contains 19784 members 
Mstep: Class 21 contains 76462 members 
Mstep: Class 23 contains 9889 members 
Mstep: Class 24 contains 1333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761440.000000 Penalty: 77926.218750
Iteration 69Q: 24 clusters Score -1.047614e+08 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 20267 members 
Mstep: Class 3 contains 49103 members 
Mstep: Class 4 contains 238590 members 
Mstep: Class 5 contains 14313 members 
Mstep: Class 6 contains 6523 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 57596 members 
Mstep: Class 9 contains 40233 members 
Mstep: Class 10 contains 22180 members 
Mstep: Class 11 contains 9017 members 
Mstep: Class 12 contains 16979 members 
Mstep: Class 13 contains 36080 members 
Mstep: Class 14 contains 2071 members 
Mstep: Class 15 contains 4559 members 
Mstep: Class 16 contains 1915 members 
Mstep: Class 17 contains 2627 members 
Mstep: Class 18 contains 220804 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19720 members 
Mstep: Class 21 contains 76521 members 
Mstep: Class 23 contains 10051 members 
Mstep: Class 24 contains 1333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761640.000000 Penalty: 77926.218750
Iteration 70Q: 24 clusters Score -1.047616e+08 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 20274 members 
Mstep: Class 3 contains 49019 members 
Mstep: Class 4 contains 240357 members 
Mstep: Class 5 contains 14292 members 
Mstep: Class 6 contains 6524 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 57464 members 
Mstep: Class 9 contains 40255 members 
Mstep: Class 10 contains 22187 members 
Mstep: Class 11 contains 9018 members 
Mstep: Class 12 contains 16966 members 
Mstep: Class 13 contains 36106 members 
Mstep: Class 14 contains 2077 members 
Mstep: Class 15 contains 4558 members 
Mstep: Class 16 contains 1916 members 
Mstep: Class 17 contains 2628 members 
Mstep: Class 18 contains 219042 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19667 members 
Mstep: Class 21 contains 76562 members 
Mstep: Class 23 contains 10225 members 
Mstep: Class 24 contains 1333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761160.000000 Penalty: 77926.218750
Iteration 71Q: 24 clusters Score -1.047612e+08 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 20300 members 
Mstep: Class 3 contains 48923 members 
Mstep: Class 4 contains 241962 members 
Mstep: Class 5 contains 14273 members 
Mstep: Class 6 contains 6524 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 57363 members 
Mstep: Class 9 contains 40289 members 
Mstep: Class 10 contains 22177 members 
Mstep: Class 11 contains 9018 members 
Mstep: Class 12 contains 16968 members 
Mstep: Class 13 contains 36126 members 
Mstep: Class 14 contains 2074 members 
Mstep: Class 15 contains 4547 members 
Mstep: Class 16 contains 1918 members 
Mstep: Class 17 contains 2629 members 
Mstep: Class 18 contains 217389 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19627 members 
Mstep: Class 21 contains 76619 members 
Mstep: Class 23 contains 10405 members 
Mstep: Class 24 contains 1333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760968.000000 Penalty: 77926.218750
Iteration 72Q: 24 clusters Score -1.04761e+08 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 20322 members 
Mstep: Class 3 contains 48827 members 
Mstep: Class 4 contains 243255 members 
Mstep: Class 5 contains 14241 members 
Mstep: Class 6 contains 6524 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 57245 members 
Mstep: Class 9 contains 40327 members 
Mstep: Class 10 contains 22160 members 
Mstep: Class 11 contains 9020 members 
Mstep: Class 12 contains 16957 members 
Mstep: Class 13 contains 36159 members 
Mstep: Class 14 contains 2067 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 1912 members 
Mstep: Class 17 contains 2629 members 
Mstep: Class 18 contains 216124 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19572 members 
Mstep: Class 21 contains 76670 members 
Mstep: Class 23 contains 10570 members 
Mstep: Class 24 contains 1333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760880.000000 Penalty: 77926.218750
Iteration 73Q: 24 clusters Score -1.047609e+08 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 20319 members 
Mstep: Class 3 contains 48724 members 
Mstep: Class 4 contains 244286 members 
Mstep: Class 5 contains 14236 members 
Mstep: Class 6 contains 6526 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 57133 members 
Mstep: Class 9 contains 40350 members 
Mstep: Class 10 contains 22154 members 
Mstep: Class 11 contains 9022 members 
Mstep: Class 12 contains 16949 members 
Mstep: Class 13 contains 36189 members 
Mstep: Class 14 contains 2068 members 
Mstep: Class 15 contains 4544 members 
Mstep: Class 16 contains 1910 members 
Mstep: Class 17 contains 2629 members 
Mstep: Class 18 contains 215085 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19523 members 
Mstep: Class 21 contains 76718 members 
Mstep: Class 23 contains 10756 members 
Mstep: Class 24 contains 1333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760984.000000 Penalty: 77926.218750
Iteration 74Q: 24 clusters Score -1.04761e+08 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 20331 members 
Mstep: Class 3 contains 48609 members 
Mstep: Class 4 contains 245175 members 
Mstep: Class 5 contains 14214 members 
Mstep: Class 6 contains 6528 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 57025 members 
Mstep: Class 9 contains 40374 members 
Mstep: Class 10 contains 22158 members 
Mstep: Class 11 contains 9021 members 
Mstep: Class 12 contains 16941 members 
Mstep: Class 13 contains 36223 members 
Mstep: Class 14 contains 2070 members 
Mstep: Class 15 contains 4541 members 
Mstep: Class 16 contains 1907 members 
Mstep: Class 17 contains 2630 members 
Mstep: Class 18 contains 214201 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19481 members 
Mstep: Class 21 contains 76770 members 
Mstep: Class 23 contains 10917 members 
Mstep: Class 24 contains 1333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760976.000000 Penalty: 77926.218750
Iteration 75Q: 24 clusters Score -1.04761e+08 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 20346 members 
Mstep: Class 3 contains 48526 members 
Mstep: Class 4 contains 245882 members 
Mstep: Class 5 contains 14196 members 
Mstep: Class 6 contains 6528 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 56939 members 
Mstep: Class 9 contains 40411 members 
Mstep: Class 10 contains 22153 members 
Mstep: Class 11 contains 9021 members 
Mstep: Class 12 contains 16943 members 
Mstep: Class 13 contains 36238 members 
Mstep: Class 14 contains 2066 members 
Mstep: Class 15 contains 4539 members 
Mstep: Class 16 contains 1908 members 
Mstep: Class 17 contains 2633 members 
Mstep: Class 18 contains 213449 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19454 members 
Mstep: Class 21 contains 76801 members 
Mstep: Class 23 contains 11079 members 
Mstep: Class 24 contains 1333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760936.000000 Penalty: 77926.218750
Iteration 76Q: 24 clusters Score -1.047609e+08 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 20362 members 
Mstep: Class 3 contains 48424 members 
Mstep: Class 4 contains 246400 members 
Mstep: Class 5 contains 14174 members 
Mstep: Class 6 contains 6528 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 56866 members 
Mstep: Class 9 contains 40431 members 
Mstep: Class 10 contains 22149 members 
Mstep: Class 11 contains 9021 members 
Mstep: Class 12 contains 16949 members 
Mstep: Class 13 contains 36240 members 
Mstep: Class 14 contains 2064 members 
Mstep: Class 15 contains 4540 members 
Mstep: Class 16 contains 1909 members 
Mstep: Class 17 contains 2634 members 
Mstep: Class 18 contains 212932 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19433 members 
Mstep: Class 21 contains 76831 members 
Mstep: Class 23 contains 11223 members 
Mstep: Class 24 contains 1333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761168.000000 Penalty: 77926.218750
Iteration 77Q: 24 clusters Score -1.047612e+08 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 20363 members 
Mstep: Class 3 contains 48311 members 
Mstep: Class 4 contains 246765 members 
Mstep: Class 5 contains 14161 members 
Mstep: Class 6 contains 6528 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 56796 members 
Mstep: Class 9 contains 40457 members 
Mstep: Class 10 contains 22152 members 
Mstep: Class 11 contains 9022 members 
Mstep: Class 12 contains 16946 members 
Mstep: Class 13 contains 36256 members 
Mstep: Class 14 contains 2063 members 
Mstep: Class 15 contains 4534 members 
Mstep: Class 16 contains 1911 members 
Mstep: Class 17 contains 2635 members 
Mstep: Class 18 contains 212508 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19427 members 
Mstep: Class 21 contains 76884 members 
Mstep: Class 23 contains 11389 members 
Mstep: Class 24 contains 1333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760832.000000 Penalty: 77926.218750
Iteration 78Q: 24 clusters Score -1.047608e+08 nChanged 2145
Entering ConstructFrom: 
Score: -104760832.000000 Penalty: 77926.218750
Entering ConstructFrom: 
Trying to split cluster 1 (5279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Entering Unmasked Estep 
Score: -667862.875000 Penalty: 2125.729980
	Iteration 0F: 2 clusters Score -667862.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -663225.812500 Penalty: 4251.459961
	Iteration 0F: 3 clusters Score -663225.8 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -664237.562500 Penalty: 4251.459961
	Iteration 1F: 3 clusters Score -664237.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -664403.562500 Penalty: 4251.459961
	Iteration 2F: 3 clusters Score -664403.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -664491.500000 Penalty: 4251.459961
	Iteration 3Q: 3 clusters Score -664491.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -664553.937500 Penalty: 4251.459961
	Iteration 4Q: 3 clusters Score -664553.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -664610.125000 Penalty: 4251.459961
	Iteration 5Q: 3 clusters Score -664610.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -664659.187500 Penalty: 4251.459961
	Iteration 6Q: 3 clusters Score -664659.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -664696.375000 Penalty: 4251.459961
	Iteration 7Q: 3 clusters Score -664696.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -664729.437500 Penalty: 4251.459961
	Iteration 8Q: 3 clusters Score -664729.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -664761.250000 Penalty: 4251.459961
	Iteration 9Q: 3 clusters Score -664761.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -664794.375000 Penalty: 4251.459961
	Iteration 10Q: 3 clusters Score -664794.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -664827.750000 Penalty: 4251.459961
	Iteration 11Q: 3 clusters Score -664827.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -664859.000000 Penalty: 4251.459961
	Iteration 12Q: 3 clusters Score -664859 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -664890.750000 Penalty: 4251.459961
	Iteration 13Q: 3 clusters Score -664890.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -664925.250000 Penalty: 4251.459961
	Iteration 14Q: 3 clusters Score -664925.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -664955.437500 Penalty: 4251.459961
	Iteration 15Q: 3 clusters Score -664955.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -664990.875000 Penalty: 4251.459961
	Iteration 16Q: 3 clusters Score -664990.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -665031.187500 Penalty: 4251.459961
	Iteration 17Q: 3 clusters Score -665031.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -665071.437500 Penalty: 4251.459961
	Iteration 18Q: 3 clusters Score -665071.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -665118.375000 Penalty: 4251.459961
	Iteration 19Q: 3 clusters Score -665118.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -665168.375000 Penalty: 4251.459961
	Iteration 20F: 3 clusters Score -665168.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -665230.562500 Penalty: 4251.459961
	Iteration 21Q: 3 clusters Score -665230.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -665307.687500 Penalty: 4251.459961
	Iteration 22Q: 3 clusters Score -665307.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -665383.562500 Penalty: 4251.459961
	Iteration 23Q: 3 clusters Score -665383.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -665467.750000 Penalty: 4251.459961
	Iteration 24Q: 3 clusters Score -665467.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -665560.250000 Penalty: 4251.459961
	Iteration 25Q: 3 clusters Score -665560.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -665641.750000 Penalty: 4251.459961
	Iteration 26Q: 3 clusters Score -665641.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -665724.750000 Penalty: 4251.459961
	Iteration 27Q: 3 clusters Score -665724.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -665782.000000 Penalty: 4251.459961
	Iteration 28Q: 3 clusters Score -665782 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -665834.812500 Penalty: 4251.459961
	Iteration 29Q: 3 clusters Score -665834.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -665870.625000 Penalty: 4251.459961
	Iteration 30Q: 3 clusters Score -665870.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -665902.687500 Penalty: 4251.459961
	Iteration 31Q: 3 clusters Score -665902.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -665921.312500 Penalty: 4251.459961
	Iteration 32Q: 3 clusters Score -665921.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -665937.437500 Penalty: 4251.459961
	Iteration 33Q: 3 clusters Score -665937.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -665953.250000 Penalty: 4251.459961
	Iteration 34Q: 3 clusters Score -665953.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -665965.062500 Penalty: 4251.459961
	Iteration 35Q: 3 clusters Score -665965.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -665968.375000 Penalty: 4251.459961
	Iteration 36Q: 3 clusters Score -665968.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -665973.062500 Penalty: 4251.459961
	Iteration 37Q: 3 clusters Score -665973.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -665976.062500 Penalty: 4251.459961
	Iteration 38Q: 3 clusters Score -665976.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -665977.687500 Penalty: 4251.459961
	Iteration 39Q: 3 clusters Score -665977.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -665978.875000 Penalty: 4251.459961
	Iteration 40F: 3 clusters Score -665978.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -665979.687500 Penalty: 4251.459961
	Iteration 41Q: 3 clusters Score -665979.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -665983.312500 Penalty: 4251.459961
	Iteration 42Q: 3 clusters Score -665983.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -665983.500000 Penalty: 4251.459961
	Iteration 43Q: 3 clusters Score -665983.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -665985.875000 Penalty: 4251.459961
	Iteration 44Q: 3 clusters Score -665985.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -665986.000000 Penalty: 4251.459961
	Iteration 45Q: 3 clusters Score -665986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -665988.437500 Penalty: 4251.459961
	Iteration 46Q: 3 clusters Score -665988.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -665989.687500 Penalty: 4251.459961
	Iteration 47Q: 3 clusters Score -665989.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -665989.687500 Penalty: 4251.459961
	Iteration 48F: 3 clusters Score -665989.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (20392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20392 members 
Entering Unmasked Estep 
Score: -2574605.500000 Penalty: 2460.878662
	Iteration 0F: 2 clusters Score -2574606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -2560366.750000 Penalty: 4921.757324
	Iteration 0F: 3 clusters Score -2560367 nChanged 8894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -2565110.250000 Penalty: 4921.757324
	Iteration 1F: 3 clusters Score -2565110 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -2565510.750000 Penalty: 4921.757324
	Iteration 2F: 3 clusters Score -2565511 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -2565845.000000 Penalty: 4921.757324
	Iteration 3Q: 3 clusters Score -2565845 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -2566169.750000 Penalty: 4921.757324
	Iteration 4Q: 3 clusters Score -2566170 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2566530.000000 Penalty: 4921.757324
	Iteration 5Q: 3 clusters Score -2566530 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -2566880.750000 Penalty: 4921.757324
	Iteration 6Q: 3 clusters Score -2566881 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -2567235.000000 Penalty: 4921.757324
	Iteration 7Q: 3 clusters Score -2567235 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -2567638.750000 Penalty: 4921.757324
	Iteration 8Q: 3 clusters Score -2567639 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -2568064.500000 Penalty: 4921.757324
	Iteration 9Q: 3 clusters Score -2568064 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -2568580.500000 Penalty: 4921.757324
	Iteration 10Q: 3 clusters Score -2568580 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -2569103.500000 Penalty: 4921.757324
	Iteration 11Q: 3 clusters Score -2569104 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -2569586.250000 Penalty: 4921.757324
	Iteration 12Q: 3 clusters Score -2569586 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -2569947.250000 Penalty: 4921.757324
	Iteration 13Q: 3 clusters Score -2569947 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -2570188.000000 Penalty: 4921.757324
	Iteration 14Q: 3 clusters Score -2570188 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -2570333.500000 Penalty: 4921.757324
	Iteration 15Q: 3 clusters Score -2570334 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -2570447.000000 Penalty: 4921.757324
	Iteration 16Q: 3 clusters Score -2570447 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -2570535.250000 Penalty: 4921.757324
	Iteration 17Q: 3 clusters Score -2570535 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -2570571.500000 Penalty: 4921.757324
	Iteration 18Q: 3 clusters Score -2570572 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -2570623.500000 Penalty: 4921.757324
	Iteration 19Q: 3 clusters Score -2570624 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -2570689.250000 Penalty: 4921.757324
	Iteration 20F: 3 clusters Score -2570689 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -2570739.750000 Penalty: 4921.757324
	Iteration 21Q: 3 clusters Score -2570740 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -2570781.000000 Penalty: 4921.757324
	Iteration 22Q: 3 clusters Score -2570781 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -2570807.250000 Penalty: 4921.757324
	Iteration 23Q: 3 clusters Score -2570807 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -2570845.500000 Penalty: 4921.757324
	Iteration 24Q: 3 clusters Score -2570846 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -2570879.500000 Penalty: 4921.757324
	Iteration 25Q: 3 clusters Score -2570880 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -2570920.000000 Penalty: 4921.757324
	Iteration 26Q: 3 clusters Score -2570920 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -2570973.000000 Penalty: 4921.757324
	Iteration 27Q: 3 clusters Score -2570973 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -2571016.750000 Penalty: 4921.757324
	Iteration 28Q: 3 clusters Score -2571017 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -2571047.500000 Penalty: 4921.757324
	Iteration 29Q: 3 clusters Score -2571048 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -2571097.000000 Penalty: 4921.757324
	Iteration 30Q: 3 clusters Score -2571097 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -2571139.000000 Penalty: 4921.757324
	Iteration 31Q: 3 clusters Score -2571139 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -2571174.500000 Penalty: 4921.757324
	Iteration 32Q: 3 clusters Score -2571174 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -2571217.500000 Penalty: 4921.757324
	Iteration 33Q: 3 clusters Score -2571218 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -2571265.500000 Penalty: 4921.757324
	Iteration 34Q: 3 clusters Score -2571266 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -2571316.750000 Penalty: 4921.757324
	Iteration 35Q: 3 clusters Score -2571317 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -2571353.500000 Penalty: 4921.757324
	Iteration 36Q: 3 clusters Score -2571354 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -2571402.500000 Penalty: 4921.757324
	Iteration 37Q: 3 clusters Score -2571402 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 15358 members 
Entering Unmasked Estep 
Score: -2571443.500000 Penalty: 4921.757324
	Iteration 38Q: 3 clusters Score -2571444 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2571485.750000 Penalty: 4921.757324
	Iteration 39Q: 3 clusters Score -2571486 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -2571527.000000 Penalty: 4921.757324
	Iteration 40F: 3 clusters Score -2571527 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -2571577.750000 Penalty: 4921.757324
	Iteration 41Q: 3 clusters Score -2571578 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -2571621.250000 Penalty: 4921.757324
	Iteration 42Q: 3 clusters Score -2571621 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -2571656.250000 Penalty: 4921.757324
	Iteration 43Q: 3 clusters Score -2571656 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -2571695.500000 Penalty: 4921.757324
	Iteration 44Q: 3 clusters Score -2571696 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -2571730.250000 Penalty: 4921.757324
	Iteration 45Q: 3 clusters Score -2571730 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -2571756.750000 Penalty: 4921.757324
	Iteration 46Q: 3 clusters Score -2571757 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -2571791.000000 Penalty: 4921.757324
	Iteration 47Q: 3 clusters Score -2571791 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -2571809.750000 Penalty: 4921.757324
	Iteration 48Q: 3 clusters Score -2571810 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -2571838.500000 Penalty: 4921.757324
	Iteration 49Q: 3 clusters Score -2571838 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -2571874.000000 Penalty: 4921.757324
	Iteration 50Q: 3 clusters Score -2571874 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -2571892.000000 Penalty: 4921.757324
	Iteration 51Q: 3 clusters Score -2571892 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -2571922.500000 Penalty: 4921.757324
	Iteration 52Q: 3 clusters Score -2571922 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -2571943.500000 Penalty: 4921.757324
	Iteration 53Q: 3 clusters Score -2571944 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -2571977.000000 Penalty: 4921.757324
	Iteration 54Q: 3 clusters Score -2571977 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -2572000.000000 Penalty: 4921.757324
	Iteration 55Q: 3 clusters Score -2572000 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -2572021.500000 Penalty: 4921.757324
	Iteration 56Q: 3 clusters Score -2572022 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -2572045.000000 Penalty: 4921.757324
	Iteration 57Q: 3 clusters Score -2572045 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -2572076.000000 Penalty: 4921.757324
	Iteration 58Q: 3 clusters Score -2572076 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -2572105.500000 Penalty: 4921.757324
	Iteration 59Q: 3 clusters Score -2572106 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -2572120.500000 Penalty: 4921.757324
	Iteration 60F: 3 clusters Score -2572120 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -2572135.500000 Penalty: 4921.757324
	Iteration 61Q: 3 clusters Score -2572136 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -2572147.500000 Penalty: 4921.757324
	Iteration 62Q: 3 clusters Score -2572148 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -2572154.250000 Penalty: 4921.757324
	Iteration 63Q: 3 clusters Score -2572154 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -2572163.250000 Penalty: 4921.757324
	Iteration 64Q: 3 clusters Score -2572163 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -2572181.750000 Penalty: 4921.757324
	Iteration 65Q: 3 clusters Score -2572182 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -2572183.000000 Penalty: 4921.757324
	Iteration 66Q: 3 clusters Score -2572183 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -2572200.000000 Penalty: 4921.757324
	Iteration 67Q: 3 clusters Score -2572200 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -2572208.250000 Penalty: 4921.757324
	Iteration 68Q: 3 clusters Score -2572208 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -2572227.750000 Penalty: 4921.757324
	Iteration 69Q: 3 clusters Score -2572228 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -2572237.000000 Penalty: 4921.757324
	Iteration 70Q: 3 clusters Score -2572237 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -2572254.000000 Penalty: 4921.757324
	Iteration 71Q: 3 clusters Score -2572254 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -2572268.000000 Penalty: 4921.757324
	Iteration 72Q: 3 clusters Score -2572268 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -2572278.500000 Penalty: 4921.757324
	Iteration 73Q: 3 clusters Score -2572278 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -2572293.500000 Penalty: 4921.757324
	Iteration 74Q: 3 clusters Score -2572294 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -2572311.750000 Penalty: 4921.757324
	Iteration 75Q: 3 clusters Score -2572312 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -2572320.250000 Penalty: 4921.757324
	Iteration 76Q: 3 clusters Score -2572320 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 18543 members 
Entering Unmasked Estep 
Score: -2572334.500000 Penalty: 4921.757324
	Iteration 77Q: 3 clusters Score -2572334 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -2572353.000000 Penalty: 4921.757324
	Iteration 78Q: 3 clusters Score -2572353 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -2572356.750000 Penalty: 4921.757324
	Iteration 79Q: 3 clusters Score -2572357 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -2572364.250000 Penalty: 4921.757324
	Iteration 80F: 3 clusters Score -2572364 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -2572375.750000 Penalty: 4921.757324
	Iteration 81Q: 3 clusters Score -2572376 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -2572380.250000 Penalty: 4921.757324
	Iteration 82Q: 3 clusters Score -2572380 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -2572398.250000 Penalty: 4921.757324
	Iteration 83Q: 3 clusters Score -2572398 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 18776 members 
Entering Unmasked Estep 
Score: -2572398.250000 Penalty: 4921.757324
	Iteration 84Q: 3 clusters Score -2572398 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -2572409.000000 Penalty: 4921.757324
	Iteration 85Q: 3 clusters Score -2572409 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -2572423.750000 Penalty: 4921.757324
	Iteration 86Q: 3 clusters Score -2572424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -2572433.500000 Penalty: 4921.757324
	Iteration 87Q: 3 clusters Score -2572434 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -2572434.250000 Penalty: 4921.757324
	Iteration 88Q: 3 clusters Score -2572434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -2572446.750000 Penalty: 4921.757324
	Iteration 89Q: 3 clusters Score -2572447 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -2572452.250000 Penalty: 4921.757324
	Iteration 90Q: 3 clusters Score -2572452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 18946 members 
Entering Unmasked Estep 
Score: -2572457.750000 Penalty: 4921.757324
	Iteration 91Q: 3 clusters Score -2572458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -2572461.750000 Penalty: 4921.757324
	Iteration 92Q: 3 clusters Score -2572462 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -2572461.250000 Penalty: 4921.757324
	Iteration 93Q: 3 clusters Score -2572461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -2572467.250000 Penalty: 4921.757324
	Iteration 94Q: 3 clusters Score -2572467 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -2572471.500000 Penalty: 4921.757324
	Iteration 95Q: 3 clusters Score -2572472 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -2572480.250000 Penalty: 4921.757324
	Iteration 96Q: 3 clusters Score -2572480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -2572484.000000 Penalty: 4921.757324
	Iteration 97Q: 3 clusters Score -2572484 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -2572485.000000 Penalty: 4921.757324
	Iteration 98Q: 3 clusters Score -2572485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -2572491.500000 Penalty: 4921.757324
	Iteration 99Q: 3 clusters Score -2572492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -2572491.250000 Penalty: 4921.757324
	Iteration 100F: 3 clusters Score -2572491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -2572493.000000 Penalty: 4921.757324
	Iteration 101Q: 3 clusters Score -2572493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -2572498.750000 Penalty: 4921.757324
	Iteration 102Q: 3 clusters Score -2572499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -2572498.750000 Penalty: 4921.757324
	Iteration 103F: 3 clusters Score -2572499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (48215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48215 members 
Entering Unmasked Estep 
Score: -6078605.500000 Penalty: 2674.289551
	Iteration 0F: 2 clusters Score -6078606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 24107 members 
Entering Unmasked Estep 
Score: -6046147.000000 Penalty: 5348.579102
	Iteration 0F: 3 clusters Score -6046147 nChanged 22251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -6058612.500000 Penalty: 5348.579102
	Iteration 1F: 3 clusters Score -6058612 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -6059185.000000 Penalty: 5348.579102
	Iteration 2Q: 3 clusters Score -6059185 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 24043 members 
Entering Unmasked Estep 
Score: -6059828.000000 Penalty: 5348.579102
	Iteration 3Q: 3 clusters Score -6059828 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -6060507.000000 Penalty: 5348.579102
	Iteration 4Q: 3 clusters Score -6060507 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -6061280.500000 Penalty: 5348.579102
	Iteration 5Q: 3 clusters Score -6061280 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -6062245.000000 Penalty: 5348.579102
	Iteration 6Q: 3 clusters Score -6062245 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -6063525.000000 Penalty: 5348.579102
	Iteration 7Q: 3 clusters Score -6063525 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 23378 members 
Entering Unmasked Estep 
Score: -6065376.500000 Penalty: 5348.579102
	Iteration 8F: 3 clusters Score -6065376 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -6067716.000000 Penalty: 5348.579102
	Iteration 9F: 3 clusters Score -6067716 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -6069647.500000 Penalty: 5348.579102
	Iteration 10F: 3 clusters Score -6069648 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -6070664.000000 Penalty: 5348.579102
	Iteration 11Q: 3 clusters Score -6070664 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -6071148.500000 Penalty: 5348.579102
	Iteration 12Q: 3 clusters Score -6071148 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -6071482.500000 Penalty: 5348.579102
	Iteration 13Q: 3 clusters Score -6071482 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -6071754.500000 Penalty: 5348.579102
	Iteration 14Q: 3 clusters Score -6071754 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -6071980.000000 Penalty: 5348.579102
	Iteration 15Q: 3 clusters Score -6071980 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -6072195.000000 Penalty: 5348.579102
	Iteration 16Q: 3 clusters Score -6072195 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -6072365.500000 Penalty: 5348.579102
	Iteration 17Q: 3 clusters Score -6072366 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28629 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -6072464.000000 Penalty: 5348.579102
	Iteration 18Q: 3 clusters Score -6072464 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -6072599.500000 Penalty: 5348.579102
	Iteration 19Q: 3 clusters Score -6072600 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29222 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -6072675.500000 Penalty: 5348.579102
	Iteration 20F: 3 clusters Score -6072676 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29491 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -6072734.000000 Penalty: 5348.579102
	Iteration 21Q: 3 clusters Score -6072734 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -6072799.000000 Penalty: 5348.579102
	Iteration 22Q: 3 clusters Score -6072799 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29990 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -6072872.000000 Penalty: 5348.579102
	Iteration 23Q: 3 clusters Score -6072872 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30248 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -6072926.000000 Penalty: 5348.579102
	Iteration 24Q: 3 clusters Score -6072926 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -6072937.000000 Penalty: 5348.579102
	Iteration 25Q: 3 clusters Score -6072937 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30696 members 
Mstep: Class 2 contains 17519 members 
Entering Unmasked Estep 
Score: -6072953.500000 Penalty: 5348.579102
	Iteration 26Q: 3 clusters Score -6072954 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -6072995.500000 Penalty: 5348.579102
	Iteration 27Q: 3 clusters Score -6072996 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -6073011.500000 Penalty: 5348.579102
	Iteration 28Q: 3 clusters Score -6073012 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -6073039.500000 Penalty: 5348.579102
	Iteration 29Q: 3 clusters Score -6073040 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31594 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -6073071.500000 Penalty: 5348.579102
	Iteration 30Q: 3 clusters Score -6073072 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -6073108.000000 Penalty: 5348.579102
	Iteration 31Q: 3 clusters Score -6073108 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32055 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -6073138.500000 Penalty: 5348.579102
	Iteration 32Q: 3 clusters Score -6073138 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32297 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -6073184.000000 Penalty: 5348.579102
	Iteration 33Q: 3 clusters Score -6073184 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -6073248.000000 Penalty: 5348.579102
	Iteration 34Q: 3 clusters Score -6073248 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32811 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -6073254.500000 Penalty: 5348.579102
	Iteration 35Q: 3 clusters Score -6073254 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -6073283.500000 Penalty: 5348.579102
	Iteration 36Q: 3 clusters Score -6073284 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33283 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -6073324.500000 Penalty: 5348.579102
	Iteration 37Q: 3 clusters Score -6073324 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33527 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -6073356.500000 Penalty: 5348.579102
	Iteration 38Q: 3 clusters Score -6073356 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33762 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -6073387.500000 Penalty: 5348.579102
	Iteration 39Q: 3 clusters Score -6073388 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33989 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -6073425.000000 Penalty: 5348.579102
	Iteration 40F: 3 clusters Score -6073425 nChanged 232
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 13994 members 
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Mstep: Class 1 contains 34438 members 
Mstep: Class 2 contains 13777 members 
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Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 13539 members 
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Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 13287 members 
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Mstep: Class 1 contains 35183 members 
Mstep: Class 2 contains 13032 members 
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Mstep: Class 1 contains 35477 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 12436 members 
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Mstep: Class 2 contains 12122 members 
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Mstep: Class 1 contains 36404 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36698 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 36988 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37271 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37553 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 37823 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38463 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 38821 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 39159 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39491 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39812 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 40107 members 
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Mstep: Class 1 contains 40389 members 
Mstep: Class 2 contains 7826 members 
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Mstep: Class 1 contains 41009 members 
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Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 6565 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6076102 nChanged 26
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Mstep: Class 1 contains 45952 members 
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	Iteration 104Q: 3 clusters Score -6076100 nChanged 25
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	Iteration 108Q: 3 clusters Score -6076134 nChanged 35
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	Iteration 109Q: 3 clusters Score -6076146 nChanged 31
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	Iteration 113Q: 3 clusters Score -6076162 nChanged 23
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	Iteration 114Q: 3 clusters Score -6076174 nChanged 17
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	Iteration 116Q: 3 clusters Score -6076180 nChanged 15
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	Iteration 117Q: 3 clusters Score -6076192 nChanged 14
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	Iteration 118Q: 3 clusters Score -6076188 nChanged 24
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	Iteration 120F: 3 clusters Score -6076195 nChanged 26
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	Iteration 121Q: 3 clusters Score -6076202 nChanged 18
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6076198 nChanged 21
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	Iteration 123Q: 3 clusters Score -6076210 nChanged 22
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	Iteration 124Q: 3 clusters Score -6076218 nChanged 17
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	Iteration 125Q: 3 clusters Score -6076230 nChanged 13
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	Iteration 126Q: 3 clusters Score -6076230 nChanged 23
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	Iteration 127Q: 3 clusters Score -6076234 nChanged 23
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	Iteration 129Q: 3 clusters Score -6076248 nChanged 11
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	Iteration 130Q: 3 clusters Score -6076248 nChanged 6
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	Iteration 131Q: 3 clusters Score -6076243 nChanged 6
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	Iteration 132Q: 3 clusters Score -6076252 nChanged 7
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	Iteration 133Q: 3 clusters Score -6076246 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46507 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -6076252.500000 Penalty: 5348.579102
	Iteration 134Q: 3 clusters Score -6076252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46511 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -6076250.500000 Penalty: 5348.579102
	Iteration 135Q: 3 clusters Score -6076250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46515 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -6076250.000000 Penalty: 5348.579102
	Iteration 136Q: 3 clusters Score -6076250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46515 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -6076247.000000 Penalty: 5348.579102
	Iteration 137Q: 3 clusters Score -6076247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46517 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -6076250.000000 Penalty: 5348.579102
	Iteration 138Q: 3 clusters Score -6076250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46522 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -6076248.000000 Penalty: 5348.579102
	Iteration 139Q: 3 clusters Score -6076248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46528 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -6076248.500000 Penalty: 5348.579102
	Iteration 140F: 3 clusters Score -6076248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46534 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -6076255.000000 Penalty: 5348.579102
	Iteration 141Q: 3 clusters Score -6076255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46539 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -6076253.500000 Penalty: 5348.579102
	Iteration 142Q: 3 clusters Score -6076254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46541 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -6076250.500000 Penalty: 5348.579102
	Iteration 143Q: 3 clusters Score -6076250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46542 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -6076251.000000 Penalty: 5348.579102
	Iteration 144Q: 3 clusters Score -6076251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46542 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -6076251.000000 Penalty: 5348.579102
	Iteration 145F: 3 clusters Score -6076251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (246822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246822 members 
Entering Unmasked Estep 
Score: -30663992.000000 Penalty: 3079.272949
	Iteration 0F: 2 clusters Score -3.066399e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123416 members 
Mstep: Class 2 contains 123406 members 
Entering Unmasked Estep 
Score: -30510724.000000 Penalty: 6158.545898
	Iteration 0F: 3 clusters Score -3.051072e+07 nChanged 119261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125897 members 
Mstep: Class 2 contains 120925 members 
Entering Unmasked Estep 
Score: -30581058.000000 Penalty: 6158.545898
	Iteration 1F: 3 clusters Score -3.058106e+07 nChanged 7823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127726 members 
Mstep: Class 2 contains 119096 members 
Entering Unmasked Estep 
Score: -30583116.000000 Penalty: 6158.545898
	Iteration 2Q: 3 clusters Score -3.058312e+07 nChanged 8674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130472 members 
Mstep: Class 2 contains 116350 members 
Entering Unmasked Estep 
Score: -30586218.000000 Penalty: 6158.545898
	Iteration 3Q: 3 clusters Score -3.058622e+07 nChanged 10647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134801 members 
Mstep: Class 2 contains 112021 members 
Entering Unmasked Estep 
Score: -30590752.000000 Penalty: 6158.545898
	Iteration 4Q: 3 clusters Score -3.059075e+07 nChanged 13552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141389 members 
Mstep: Class 2 contains 105433 members 
Entering Unmasked Estep 
Score: -30598350.000000 Penalty: 6158.545898
	Iteration 5F: 3 clusters Score -3.059835e+07 nChanged 16469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150568 members 
Mstep: Class 2 contains 96254 members 
Entering Unmasked Estep 
Score: -30609848.000000 Penalty: 6158.545898
	Iteration 6F: 3 clusters Score -3.060985e+07 nChanged 18533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161445 members 
Mstep: Class 2 contains 85377 members 
Entering Unmasked Estep 
Score: -30625230.000000 Penalty: 6158.545898
	Iteration 7F: 3 clusters Score -3.062523e+07 nChanged 17501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170916 members 
Mstep: Class 2 contains 75906 members 
Entering Unmasked Estep 
Score: -30640560.000000 Penalty: 6158.545898
	Iteration 8F: 3 clusters Score -3.064056e+07 nChanged 13936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177152 members 
Mstep: Class 2 contains 69670 members 
Entering Unmasked Estep 
Score: -30650244.000000 Penalty: 6158.545898
	Iteration 9F: 3 clusters Score -3.065024e+07 nChanged 8901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181327 members 
Mstep: Class 2 contains 65495 members 
Entering Unmasked Estep 
Score: -30654388.000000 Penalty: 6158.545898
	Iteration 10Q: 3 clusters Score -3.065439e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184637 members 
Mstep: Class 2 contains 62185 members 
Entering Unmasked Estep 
Score: -30656568.000000 Penalty: 6158.545898
	Iteration 11Q: 3 clusters Score -3.065657e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187431 members 
Mstep: Class 2 contains 59391 members 
Entering Unmasked Estep 
Score: -30658188.000000 Penalty: 6158.545898
	Iteration 12Q: 3 clusters Score -3.065819e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189943 members 
Mstep: Class 2 contains 56879 members 
Entering Unmasked Estep 
Score: -30659482.000000 Penalty: 6158.545898
	Iteration 13Q: 3 clusters Score -3.065948e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192216 members 
Mstep: Class 2 contains 54606 members 
Entering Unmasked Estep 
Score: -30660576.000000 Penalty: 6158.545898
	Iteration 14Q: 3 clusters Score -3.066058e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194236 members 
Mstep: Class 2 contains 52586 members 
Entering Unmasked Estep 
Score: -30661252.000000 Penalty: 6158.545898
	Iteration 15Q: 3 clusters Score -3.066125e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195999 members 
Mstep: Class 2 contains 50823 members 
Entering Unmasked Estep 
Score: -30661984.000000 Penalty: 6158.545898
	Iteration 16Q: 3 clusters Score -3.066198e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197781 members 
Mstep: Class 2 contains 49041 members 
Entering Unmasked Estep 
Score: -30662450.000000 Penalty: 6158.545898
	Iteration 17Q: 3 clusters Score -3.066245e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199429 members 
Mstep: Class 2 contains 47393 members 
Entering Unmasked Estep 
Score: -30662924.000000 Penalty: 6158.545898
	Iteration 18Q: 3 clusters Score -3.066292e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201070 members 
Mstep: Class 2 contains 45752 members 
Entering Unmasked Estep 
Score: -30663312.000000 Penalty: 6158.545898
	Iteration 19Q: 3 clusters Score -3.066331e+07 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202742 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -30663460.000000 Penalty: 6158.545898
	Iteration 20F: 3 clusters Score -3.066346e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204354 members 
Mstep: Class 2 contains 42468 members 
Entering Unmasked Estep 
Score: -30663608.000000 Penalty: 6158.545898
	Iteration 21Q: 3 clusters Score -3.066361e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205996 members 
Mstep: Class 2 contains 40826 members 
Entering Unmasked Estep 
Score: -30663794.000000 Penalty: 6158.545898
	Iteration 22Q: 3 clusters Score -3.066379e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207657 members 
Mstep: Class 2 contains 39165 members 
Entering Unmasked Estep 
Score: -30663804.000000 Penalty: 6158.545898
	Iteration 23Q: 3 clusters Score -3.06638e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209342 members 
Mstep: Class 2 contains 37480 members 
Entering Unmasked Estep 
Score: -30663828.000000 Penalty: 6158.545898
	Iteration 24Q: 3 clusters Score -3.066383e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211071 members 
Mstep: Class 2 contains 35751 members 
Entering Unmasked Estep 
Score: -30664020.000000 Penalty: 6158.545898
	Iteration 25Q: 3 clusters Score -3.066402e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212812 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -30664108.000000 Penalty: 6158.545898
	Iteration 26Q: 3 clusters Score -3.066411e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214600 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -30664288.000000 Penalty: 6158.545898
	Iteration 27Q: 3 clusters Score -3.066429e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216360 members 
Mstep: Class 2 contains 30462 members 
Entering Unmasked Estep 
Score: -30664282.000000 Penalty: 6158.545898
	Iteration 28Q: 3 clusters Score -3.066428e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217990 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -30664314.000000 Penalty: 6158.545898
	Iteration 29Q: 3 clusters Score -3.066431e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219619 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -30664410.000000 Penalty: 6158.545898
	Iteration 30Q: 3 clusters Score -3.066441e+07 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221217 members 
Mstep: Class 2 contains 25605 members 
Entering Unmasked Estep 
Score: -30664546.000000 Penalty: 6158.545898
	Iteration 31Q: 3 clusters Score -3.066455e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222766 members 
Mstep: Class 2 contains 24056 members 
Entering Unmasked Estep 
Score: -30664630.000000 Penalty: 6158.545898
	Iteration 32Q: 3 clusters Score -3.066463e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224309 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -30664592.000000 Penalty: 6158.545898
	Iteration 33Q: 3 clusters Score -3.066459e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225763 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -30664678.000000 Penalty: 6158.545898
	Iteration 34Q: 3 clusters Score -3.066468e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227164 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -30664620.000000 Penalty: 6158.545898
	Iteration 35Q: 3 clusters Score -3.066462e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228508 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -30664594.000000 Penalty: 6158.545898
	Iteration 36Q: 3 clusters Score -3.066459e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229817 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -30664484.000000 Penalty: 6158.545898
	Iteration 37Q: 3 clusters Score -3.066448e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231023 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -30664550.000000 Penalty: 6158.545898
	Iteration 38Q: 3 clusters Score -3.066455e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232139 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -30664472.000000 Penalty: 6158.545898
	Iteration 39Q: 3 clusters Score -3.066447e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233185 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -30664306.000000 Penalty: 6158.545898
	Iteration 40F: 3 clusters Score -3.066431e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234095 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -30664214.000000 Penalty: 6158.545898
	Iteration 41Q: 3 clusters Score -3.066421e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234918 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -30664182.000000 Penalty: 6158.545898
	Iteration 42Q: 3 clusters Score -3.066418e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235677 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -30664188.000000 Penalty: 6158.545898
	Iteration 43Q: 3 clusters Score -3.066419e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236348 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -30664010.000000 Penalty: 6158.545898
	Iteration 44Q: 3 clusters Score -3.066401e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237008 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -30663876.000000 Penalty: 6158.545898
	Iteration 45Q: 3 clusters Score -3.066388e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237607 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -30663800.000000 Penalty: 6158.545898
	Iteration 46Q: 3 clusters Score -3.06638e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238175 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -30663822.000000 Penalty: 6158.545898
	Iteration 47Q: 3 clusters Score -3.066382e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238685 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -30663774.000000 Penalty: 6158.545898
	Iteration 48Q: 3 clusters Score -3.066377e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239147 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -30663748.000000 Penalty: 6158.545898
	Iteration 49Q: 3 clusters Score -3.066375e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239540 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -30663682.000000 Penalty: 6158.545898
	Iteration 50Q: 3 clusters Score -3.066368e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239951 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -30663656.000000 Penalty: 6158.545898
	Iteration 51Q: 3 clusters Score -3.066366e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240299 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -30663660.000000 Penalty: 6158.545898
	Iteration 52Q: 3 clusters Score -3.066366e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240610 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -30663628.000000 Penalty: 6158.545898
	Iteration 53Q: 3 clusters Score -3.066363e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240890 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -30663704.000000 Penalty: 6158.545898
	Iteration 54Q: 3 clusters Score -3.06637e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241140 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -30663702.000000 Penalty: 6158.545898
	Iteration 55Q: 3 clusters Score -3.06637e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241349 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -30663720.000000 Penalty: 6158.545898
	Iteration 56Q: 3 clusters Score -3.066372e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241553 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -30663718.000000 Penalty: 6158.545898
	Iteration 57Q: 3 clusters Score -3.066372e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241758 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -30663750.000000 Penalty: 6158.545898
	Iteration 58Q: 3 clusters Score -3.066375e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241923 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -30663738.000000 Penalty: 6158.545898
	Iteration 59Q: 3 clusters Score -3.066374e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242059 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -30663740.000000 Penalty: 6158.545898
	Iteration 60F: 3 clusters Score -3.066374e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242182 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -30663750.000000 Penalty: 6158.545898
	Iteration 61Q: 3 clusters Score -3.066375e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242312 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -30663788.000000 Penalty: 6158.545898
	Iteration 62Q: 3 clusters Score -3.066379e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242434 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -30663768.000000 Penalty: 6158.545898
	Iteration 63Q: 3 clusters Score -3.066377e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242542 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -30663754.000000 Penalty: 6158.545898
	Iteration 64Q: 3 clusters Score -3.066375e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242647 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -30663768.000000 Penalty: 6158.545898
	Iteration 65Q: 3 clusters Score -3.066377e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242752 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -30663772.000000 Penalty: 6158.545898
	Iteration 66Q: 3 clusters Score -3.066377e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242828 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -30663712.000000 Penalty: 6158.545898
	Iteration 67Q: 3 clusters Score -3.066371e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242902 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -30663756.000000 Penalty: 6158.545898
	Iteration 68Q: 3 clusters Score -3.066376e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242958 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -30663740.000000 Penalty: 6158.545898
	Iteration 69Q: 3 clusters Score -3.066374e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242997 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -30663776.000000 Penalty: 6158.545898
	Iteration 70Q: 3 clusters Score -3.066378e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243039 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -30663760.000000 Penalty: 6158.545898
	Iteration 71Q: 3 clusters Score -3.066376e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243073 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -30663732.000000 Penalty: 6158.545898
	Iteration 72Q: 3 clusters Score -3.066373e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243098 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -30663732.000000 Penalty: 6158.545898
	Iteration 73Q: 3 clusters Score -3.066373e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243115 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -30663764.000000 Penalty: 6158.545898
	Iteration 74Q: 3 clusters Score -3.066376e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243133 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -30663760.000000 Penalty: 6158.545898
	Iteration 75Q: 3 clusters Score -3.066376e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243153 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -30663792.000000 Penalty: 6158.545898
	Iteration 76Q: 3 clusters Score -3.066379e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243168 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -30663784.000000 Penalty: 6158.545898
	Iteration 77Q: 3 clusters Score -3.066378e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243180 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -30663812.000000 Penalty: 6158.545898
	Iteration 78Q: 3 clusters Score -3.066381e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243193 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -30663816.000000 Penalty: 6158.545898
	Iteration 79Q: 3 clusters Score -3.066382e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243205 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -30663800.000000 Penalty: 6158.545898
	Iteration 80F: 3 clusters Score -3.06638e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243219 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -30663812.000000 Penalty: 6158.545898
	Iteration 81Q: 3 clusters Score -3.066381e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243228 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -30663816.000000 Penalty: 6158.545898
	Iteration 82Q: 3 clusters Score -3.066382e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243238 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -30663800.000000 Penalty: 6158.545898
	Iteration 83Q: 3 clusters Score -3.06638e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243243 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -30663814.000000 Penalty: 6158.545898
	Iteration 84Q: 3 clusters Score -3.066381e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243244 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -30663812.000000 Penalty: 6158.545898
	Iteration 85Q: 3 clusters Score -3.066381e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243250 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -30663818.000000 Penalty: 6158.545898
	Iteration 86Q: 3 clusters Score -3.066382e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243256 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -30663800.000000 Penalty: 6158.545898
	Iteration 87Q: 3 clusters Score -3.06638e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243271 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -30663780.000000 Penalty: 6158.545898
	Iteration 88Q: 3 clusters Score -3.066378e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243280 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -30663804.000000 Penalty: 6158.545898
	Iteration 89Q: 3 clusters Score -3.06638e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243296 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -30663808.000000 Penalty: 6158.545898
	Iteration 90Q: 3 clusters Score -3.066381e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243298 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -30663828.000000 Penalty: 6158.545898
	Iteration 91Q: 3 clusters Score -3.066383e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243307 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -30663850.000000 Penalty: 6158.545898
	Iteration 92Q: 3 clusters Score -3.066385e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243318 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -30663806.000000 Penalty: 6158.545898
	Iteration 93Q: 3 clusters Score -3.066381e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243323 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -30663824.000000 Penalty: 6158.545898
	Iteration 94Q: 3 clusters Score -3.066382e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243335 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -30663846.000000 Penalty: 6158.545898
	Iteration 95Q: 3 clusters Score -3.066385e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243340 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -30663818.000000 Penalty: 6158.545898
	Iteration 96Q: 3 clusters Score -3.066382e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243343 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -30663818.000000 Penalty: 6158.545898
	Iteration 97Q: 3 clusters Score -3.066382e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243349 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -30663806.000000 Penalty: 6158.545898
	Iteration 98Q: 3 clusters Score -3.066381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243354 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -30663796.000000 Penalty: 6158.545898
	Iteration 99Q: 3 clusters Score -3.06638e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243361 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -30663810.000000 Penalty: 6158.545898
	Iteration 100F: 3 clusters Score -3.066381e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243364 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -30663806.000000 Penalty: 6158.545898
	Iteration 101Q: 3 clusters Score -3.066381e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243369 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -30663818.000000 Penalty: 6158.545898
	Iteration 102Q: 3 clusters Score -3.066382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243371 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -30663810.000000 Penalty: 6158.545898
	Iteration 103Q: 3 clusters Score -3.066381e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243375 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -30663814.000000 Penalty: 6158.545898
	Iteration 104Q: 3 clusters Score -3.066381e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243377 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -30663804.000000 Penalty: 6158.545898
	Iteration 105Q: 3 clusters Score -3.06638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243382 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -30663802.000000 Penalty: 6158.545898
	Iteration 106Q: 3 clusters Score -3.06638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243386 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -30663798.000000 Penalty: 6158.545898
	Iteration 107Q: 3 clusters Score -3.06638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243389 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -30663800.000000 Penalty: 6158.545898
	Iteration 108Q: 3 clusters Score -3.06638e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243389 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -30663784.000000 Penalty: 6158.545898
	Iteration 109Q: 3 clusters Score -3.066378e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243389 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -30663784.000000 Penalty: 6158.545898
	Iteration 110Q: 3 clusters Score -3.066378e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243395 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -30663792.000000 Penalty: 6158.545898
	Iteration 111Q: 3 clusters Score -3.066379e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243400 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -30663806.000000 Penalty: 6158.545898
	Iteration 112Q: 3 clusters Score -3.066381e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243405 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -30663816.000000 Penalty: 6158.545898
	Iteration 113Q: 3 clusters Score -3.066382e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243409 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -30663814.000000 Penalty: 6158.545898
	Iteration 114Q: 3 clusters Score -3.066381e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243410 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -30663820.000000 Penalty: 6158.545898
	Iteration 115Q: 3 clusters Score -3.066382e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243411 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -30663814.000000 Penalty: 6158.545898
	Iteration 116Q: 3 clusters Score -3.066381e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243414 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -30663814.000000 Penalty: 6158.545898
	Iteration 117Q: 3 clusters Score -3.066381e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243419 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -30663824.000000 Penalty: 6158.545898
	Iteration 118Q: 3 clusters Score -3.066382e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243426 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -30663820.000000 Penalty: 6158.545898
	Iteration 119Q: 3 clusters Score -3.066382e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243429 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -30663804.000000 Penalty: 6158.545898
	Iteration 120F: 3 clusters Score -3.06638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243432 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -30663804.000000 Penalty: 6158.545898
	Iteration 121Q: 3 clusters Score -3.06638e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243435 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -30663796.000000 Penalty: 6158.545898
	Iteration 122Q: 3 clusters Score -3.06638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243435 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -30663802.000000 Penalty: 6158.545898
	Iteration 123Q: 3 clusters Score -3.06638e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243434 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -30663790.000000 Penalty: 6158.545898
	Iteration 124Q: 3 clusters Score -3.066379e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243434 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -30663788.000000 Penalty: 6158.545898
	Iteration 125Q: 3 clusters Score -3.066379e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243435 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -30663788.000000 Penalty: 6158.545898
	Iteration 126Q: 3 clusters Score -3.066379e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243436 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -30663784.000000 Penalty: 6158.545898
	Iteration 127Q: 3 clusters Score -3.066378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243437 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -30663780.000000 Penalty: 6158.545898
	Iteration 128Q: 3 clusters Score -3.066378e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243437 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -30663780.000000 Penalty: 6158.545898
	Iteration 129F: 3 clusters Score -3.066378e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Entering Unmasked Estep 
Score: -1762973.500000 Penalty: 2370.252686
	Iteration 0F: 2 clusters Score -1762974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1752635.375000 Penalty: 4740.505371
	Iteration 0F: 3 clusters Score -1752635 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1756063.000000 Penalty: 4740.505371
	Iteration 1F: 3 clusters Score -1756063 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1756511.750000 Penalty: 4740.505371
	Iteration 2F: 3 clusters Score -1756512 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1756932.750000 Penalty: 4740.505371
	Iteration 3F: 3 clusters Score -1756933 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1757354.500000 Penalty: 4740.505371
	Iteration 4F: 3 clusters Score -1757354 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1757894.875000 Penalty: 4740.505371
	Iteration 5F: 3 clusters Score -1757895 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1758501.875000 Penalty: 4740.505371
	Iteration 6F: 3 clusters Score -1758502 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1759067.750000 Penalty: 4740.505371
	Iteration 7F: 3 clusters Score -1759068 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1759585.000000 Penalty: 4740.505371
	Iteration 8Q: 3 clusters Score -1759585 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1760064.625000 Penalty: 4740.505371
	Iteration 9Q: 3 clusters Score -1760065 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1760416.000000 Penalty: 4740.505371
	Iteration 10Q: 3 clusters Score -1760416 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -1760619.875000 Penalty: 4740.505371
	Iteration 11Q: 3 clusters Score -1760620 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1760730.750000 Penalty: 4740.505371
	Iteration 12Q: 3 clusters Score -1760731 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1760792.125000 Penalty: 4740.505371
	Iteration 13Q: 3 clusters Score -1760792 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1760825.500000 Penalty: 4740.505371
	Iteration 14Q: 3 clusters Score -1760826 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1760853.000000 Penalty: 4740.505371
	Iteration 15Q: 3 clusters Score -1760853 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1760870.000000 Penalty: 4740.505371
	Iteration 16Q: 3 clusters Score -1760870 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1760893.125000 Penalty: 4740.505371
	Iteration 17Q: 3 clusters Score -1760893 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1760911.500000 Penalty: 4740.505371
	Iteration 18Q: 3 clusters Score -1760912 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1760928.000000 Penalty: 4740.505371
	Iteration 19Q: 3 clusters Score -1760928 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1760934.000000 Penalty: 4740.505371
	Iteration 20F: 3 clusters Score -1760934 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1760941.875000 Penalty: 4740.505371
	Iteration 21Q: 3 clusters Score -1760942 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1760952.375000 Penalty: 4740.505371
	Iteration 22Q: 3 clusters Score -1760952 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -1760960.375000 Penalty: 4740.505371
	Iteration 23Q: 3 clusters Score -1760960 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1760967.250000 Penalty: 4740.505371
	Iteration 24Q: 3 clusters Score -1760967 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1760975.375000 Penalty: 4740.505371
	Iteration 25Q: 3 clusters Score -1760975 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1760979.625000 Penalty: 4740.505371
	Iteration 26Q: 3 clusters Score -1760980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1760984.875000 Penalty: 4740.505371
	Iteration 27Q: 3 clusters Score -1760985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1760983.125000 Penalty: 4740.505371
	Iteration 28Q: 3 clusters Score -1760983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1760983.625000 Penalty: 4740.505371
	Iteration 29Q: 3 clusters Score -1760984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1760984.875000 Penalty: 4740.505371
	Iteration 30Q: 3 clusters Score -1760985 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1760985.125000 Penalty: 4740.505371
	Iteration 31Q: 3 clusters Score -1760985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -1760986.250000 Penalty: 4740.505371
	Iteration 32Q: 3 clusters Score -1760986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1760988.500000 Penalty: 4740.505371
	Iteration 33Q: 3 clusters Score -1760988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1760988.875000 Penalty: 4740.505371
	Iteration 34Q: 3 clusters Score -1760989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1760990.500000 Penalty: 4740.505371
	Iteration 35Q: 3 clusters Score -1760990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1760989.750000 Penalty: 4740.505371
	Iteration 36Q: 3 clusters Score -1760990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1760987.625000 Penalty: 4740.505371
	Iteration 37Q: 3 clusters Score -1760988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1760987.500000 Penalty: 4740.505371
	Iteration 38Q: 3 clusters Score -1760988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1760989.125000 Penalty: 4740.505371
	Iteration 39Q: 3 clusters Score -1760989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1760989.125000 Penalty: 4740.505371
	Iteration 40F: 3 clusters Score -1760989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Entering Unmasked Estep 
Score: -827188.375000 Penalty: 2178.396240
	Iteration 0F: 2 clusters Score -827188.4 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 3210 members 
Entering Unmasked Estep 
Score: -821691.187500 Penalty: 4356.792480
	Iteration 0F: 3 clusters Score -821691.2 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -823087.125000 Penalty: 4356.792480
	Iteration 1F: 3 clusters Score -823087.1 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -823266.000000 Penalty: 4356.792480
	Iteration 2F: 3 clusters Score -823266 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -823388.375000 Penalty: 4356.792480
	Iteration 3Q: 3 clusters Score -823388.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -823493.250000 Penalty: 4356.792480
	Iteration 4Q: 3 clusters Score -823493.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -823600.750000 Penalty: 4356.792480
	Iteration 5Q: 3 clusters Score -823600.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -823715.000000 Penalty: 4356.792480
	Iteration 6Q: 3 clusters Score -823715 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -823824.750000 Penalty: 4356.792480
	Iteration 7Q: 3 clusters Score -823824.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -823920.625000 Penalty: 4356.792480
	Iteration 8Q: 3 clusters Score -823920.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -824033.625000 Penalty: 4356.792480
	Iteration 9Q: 3 clusters Score -824033.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -824157.437500 Penalty: 4356.792480
	Iteration 10Q: 3 clusters Score -824157.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -824300.187500 Penalty: 4356.792480
	Iteration 11Q: 3 clusters Score -824300.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -824443.062500 Penalty: 4356.792480
	Iteration 12Q: 3 clusters Score -824443.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -824591.437500 Penalty: 4356.792480
	Iteration 13Q: 3 clusters Score -824591.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -824725.375000 Penalty: 4356.792480
	Iteration 14Q: 3 clusters Score -824725.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -824862.750000 Penalty: 4356.792480
	Iteration 15Q: 3 clusters Score -824862.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -824966.500000 Penalty: 4356.792480
	Iteration 16Q: 3 clusters Score -824966.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -825036.437500 Penalty: 4356.792480
	Iteration 17Q: 3 clusters Score -825036.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -825086.125000 Penalty: 4356.792480
	Iteration 18Q: 3 clusters Score -825086.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -825115.500000 Penalty: 4356.792480
	Iteration 19Q: 3 clusters Score -825115.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -825146.750000 Penalty: 4356.792480
	Iteration 20F: 3 clusters Score -825146.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -825175.812500 Penalty: 4356.792480
	Iteration 21Q: 3 clusters Score -825175.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -825199.187500 Penalty: 4356.792480
	Iteration 22Q: 3 clusters Score -825199.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -825212.937500 Penalty: 4356.792480
	Iteration 23Q: 3 clusters Score -825212.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -825227.812500 Penalty: 4356.792480
	Iteration 24Q: 3 clusters Score -825227.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -825237.250000 Penalty: 4356.792480
	Iteration 25Q: 3 clusters Score -825237.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -825246.312500 Penalty: 4356.792480
	Iteration 26Q: 3 clusters Score -825246.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -825256.562500 Penalty: 4356.792480
	Iteration 27Q: 3 clusters Score -825256.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -825265.312500 Penalty: 4356.792480
	Iteration 28Q: 3 clusters Score -825265.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -825275.125000 Penalty: 4356.792480
	Iteration 29Q: 3 clusters Score -825275.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -825285.875000 Penalty: 4356.792480
	Iteration 30Q: 3 clusters Score -825285.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -825290.062500 Penalty: 4356.792480
	Iteration 31Q: 3 clusters Score -825290.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -825293.437500 Penalty: 4356.792480
	Iteration 32Q: 3 clusters Score -825293.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -825296.625000 Penalty: 4356.792480
	Iteration 33Q: 3 clusters Score -825296.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -825297.000000 Penalty: 4356.792480
	Iteration 34Q: 3 clusters Score -825297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -825300.375000 Penalty: 4356.792480
	Iteration 35Q: 3 clusters Score -825300.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -825304.312500 Penalty: 4356.792480
	Iteration 36Q: 3 clusters Score -825304.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -825305.812500 Penalty: 4356.792480
	Iteration 37Q: 3 clusters Score -825305.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -825307.687500 Penalty: 4356.792480
	Iteration 38Q: 3 clusters Score -825307.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -825308.937500 Penalty: 4356.792480
	Iteration 39Q: 3 clusters Score -825308.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -825308.937500 Penalty: 4356.792480
	Iteration 40F: 3 clusters Score -825308.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Entering Unmasked Estep 
Score: -163896.328125 Penalty: 1798.509277
	Iteration 0F: 2 clusters Score -163896.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -161712.078125 Penalty: 3597.018555
	Iteration 0F: 3 clusters Score -161712.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -162230.140625 Penalty: 3597.018555
	Iteration 1F: 3 clusters Score -162230.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -162514.734375 Penalty: 3597.018555
	Iteration 2F: 3 clusters Score -162514.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -162776.671875 Penalty: 3597.018555
	Iteration 3F: 3 clusters Score -162776.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -162984.890625 Penalty: 3597.018555
	Iteration 4F: 3 clusters Score -162984.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -163165.765625 Penalty: 3597.018555
	Iteration 5F: 3 clusters Score -163165.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -163284.812500 Penalty: 3597.018555
	Iteration 6Q: 3 clusters Score -163284.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -163351.843750 Penalty: 3597.018555
	Iteration 7Q: 3 clusters Score -163351.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -163394.281250 Penalty: 3597.018555
	Iteration 8Q: 3 clusters Score -163394.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -163443.812500 Penalty: 3597.018555
	Iteration 9Q: 3 clusters Score -163443.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -163489.875000 Penalty: 3597.018555
	Iteration 10Q: 3 clusters Score -163489.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -163499.640625 Penalty: 3597.018555
	Iteration 11Q: 3 clusters Score -163499.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -163503.375000 Penalty: 3597.018555
	Iteration 12Q: 3 clusters Score -163503.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -163505.625000 Penalty: 3597.018555
	Iteration 13Q: 3 clusters Score -163505.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -163506.265625 Penalty: 3597.018555
	Iteration 14Q: 3 clusters Score -163506.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -163507.671875 Penalty: 3597.018555
	Iteration 15Q: 3 clusters Score -163507.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -163508.937500 Penalty: 3597.018555
	Iteration 16Q: 3 clusters Score -163508.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -163510.625000 Penalty: 3597.018555
	Iteration 17Q: 3 clusters Score -163510.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -163511.281250 Penalty: 3597.018555
	Iteration 18Q: 3 clusters Score -163511.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -163511.281250 Penalty: 3597.018555
	Iteration 19F: 3 clusters Score -163511.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (56753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56753 members 
Entering Unmasked Estep 
Score: -7171287.500000 Penalty: 2714.722900
	Iteration 0F: 2 clusters Score -7171288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28353 members 
Mstep: Class 2 contains 28400 members 
Entering Unmasked Estep 
Score: -7133247.500000 Penalty: 5429.445801
	Iteration 0F: 3 clusters Score -7133248 nChanged 26252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -7147794.500000 Penalty: 5429.445801
	Iteration 1F: 3 clusters Score -7147794 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28848 members 
Mstep: Class 2 contains 27905 members 
Entering Unmasked Estep 
Score: -7148469.000000 Penalty: 5429.445801
	Iteration 2Q: 3 clusters Score -7148469 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29057 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -7149217.500000 Penalty: 5429.445801
	Iteration 3Q: 3 clusters Score -7149218 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 27479 members 
Entering Unmasked Estep 
Score: -7149977.500000 Penalty: 5429.445801
	Iteration 4Q: 3 clusters Score -7149978 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29356 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -7150952.000000 Penalty: 5429.445801
	Iteration 5Q: 3 clusters Score -7150952 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -7152014.000000 Penalty: 5429.445801
	Iteration 6Q: 3 clusters Score -7152014 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -7153047.500000 Penalty: 5429.445801
	Iteration 7Q: 3 clusters Score -7153048 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -7154150.500000 Penalty: 5429.445801
	Iteration 8Q: 3 clusters Score -7154150 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28692 members 
Mstep: Class 2 contains 28061 members 
Entering Unmasked Estep 
Score: -7155276.500000 Penalty: 5429.445801
	Iteration 9Q: 3 clusters Score -7155276 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 28543 members 
Entering Unmasked Estep 
Score: -7156387.000000 Penalty: 5429.445801
	Iteration 10Q: 3 clusters Score -7156387 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 29046 members 
Entering Unmasked Estep 
Score: -7157537.500000 Penalty: 5429.445801
	Iteration 11Q: 3 clusters Score -7157538 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -7158799.000000 Penalty: 5429.445801
	Iteration 12Q: 3 clusters Score -7158799 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -7159953.500000 Penalty: 5429.445801
	Iteration 13Q: 3 clusters Score -7159954 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -7160850.000000 Penalty: 5429.445801
	Iteration 14Q: 3 clusters Score -7160850 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -7161469.500000 Penalty: 5429.445801
	Iteration 15Q: 3 clusters Score -7161470 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 30501 members 
Entering Unmasked Estep 
Score: -7161755.500000 Penalty: 5429.445801
	Iteration 16Q: 3 clusters Score -7161756 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 30657 members 
Entering Unmasked Estep 
Score: -7161911.000000 Penalty: 5429.445801
	Iteration 17Q: 3 clusters Score -7161911 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25915 members 
Mstep: Class 2 contains 30838 members 
Entering Unmasked Estep 
Score: -7161990.000000 Penalty: 5429.445801
	Iteration 18Q: 3 clusters Score -7161990 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -7162063.000000 Penalty: 5429.445801
	Iteration 19Q: 3 clusters Score -7162063 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25555 members 
Mstep: Class 2 contains 31198 members 
Entering Unmasked Estep 
Score: -7162140.000000 Penalty: 5429.445801
	Iteration 20F: 3 clusters Score -7162140 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7162188 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
Score: -7162235.000000 Penalty: 5429.445801
	Iteration 22Q: 3 clusters Score -7162235 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 31823 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7162267 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24712 members 
Mstep: Class 2 contains 32041 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -7162286 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 32287 members 
Entering Unmasked Estep 
Score: -7162317.500000 Penalty: 5429.445801
	Iteration 25Q: 3 clusters Score -7162318 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -7162311.500000 Penalty: 5429.445801
	Iteration 26Q: 3 clusters Score -7162312 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7162349 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 32975 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7162389 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 33188 members 
Entering Unmasked Estep 
Score: -7162405.500000 Penalty: 5429.445801
	Iteration 29Q: 3 clusters Score -7162406 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 33415 members 
Entering Unmasked Estep 
Score: -7162429.500000 Penalty: 5429.445801
	Iteration 30Q: 3 clusters Score -7162430 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -7162495.500000 Penalty: 5429.445801
	Iteration 31Q: 3 clusters Score -7162496 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 33925 members 
Entering Unmasked Estep 
Score: -7162528.500000 Penalty: 5429.445801
	Iteration 32Q: 3 clusters Score -7162528 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 34217 members 
Entering Unmasked Estep 
Score: -7162581.000000 Penalty: 5429.445801
	Iteration 33Q: 3 clusters Score -7162581 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 34496 members 
Entering Unmasked Estep 
Score: -7162607.000000 Penalty: 5429.445801
	Iteration 34Q: 3 clusters Score -7162607 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 34786 members 
Entering Unmasked Estep 
Score: -7162635.500000 Penalty: 5429.445801
	Iteration 35Q: 3 clusters Score -7162636 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 35110 members 
Entering Unmasked Estep 
Score: -7162646.000000 Penalty: 5429.445801
	Iteration 36Q: 3 clusters Score -7162646 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 35463 members 
Entering Unmasked Estep 
Score: -7162694.500000 Penalty: 5429.445801
	Iteration 37Q: 3 clusters Score -7162694 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20947 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -7162749.500000 Penalty: 5429.445801
	Iteration 38Q: 3 clusters Score -7162750 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 36180 members 
Entering Unmasked Estep 
Score: -7162811.000000 Penalty: 5429.445801
	Iteration 39Q: 3 clusters Score -7162811 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 36588 members 
Entering Unmasked Estep 
Score: -7162902.000000 Penalty: 5429.445801
	Iteration 40F: 3 clusters Score -7162902 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 37016 members 
Entering Unmasked Estep 
Score: -7162977.000000 Penalty: 5429.445801
	Iteration 41Q: 3 clusters Score -7162977 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 37463 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7163089 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -7163250.000000 Penalty: 5429.445801
	Iteration 43Q: 3 clusters Score -7163250 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 38496 members 
Entering Unmasked Estep 
Score: -7163393.000000 Penalty: 5429.445801
	Iteration 44Q: 3 clusters Score -7163393 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
Score: -7163519.500000 Penalty: 5429.445801
	Iteration 45Q: 3 clusters Score -7163520 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 39630 members 
Entering Unmasked Estep 
Score: -7163690.000000 Penalty: 5429.445801
	Iteration 46Q: 3 clusters Score -7163690 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 40256 members 
Entering Unmasked Estep 
Score: -7163960.000000 Penalty: 5429.445801
	Iteration 47Q: 3 clusters Score -7163960 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -7164229.500000 Penalty: 5429.445801
	Iteration 48Q: 3 clusters Score -7164230 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 41585 members 
Entering Unmasked Estep 
Score: -7164462.500000 Penalty: 5429.445801
	Iteration 49Q: 3 clusters Score -7164462 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
Score: -7164689.500000 Penalty: 5429.445801
	Iteration 50Q: 3 clusters Score -7164690 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 42928 members 
Entering Unmasked Estep 
Score: -7164949.000000 Penalty: 5429.445801
	Iteration 51Q: 3 clusters Score -7164949 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 43600 members 
Entering Unmasked Estep 
Score: -7165225.000000 Penalty: 5429.445801
	Iteration 52Q: 3 clusters Score -7165225 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 44258 members 
Entering Unmasked Estep 
Score: -7165439.000000 Penalty: 5429.445801
	Iteration 53Q: 3 clusters Score -7165439 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 44945 members 
Entering Unmasked Estep 
Score: -7165704.500000 Penalty: 5429.445801
	Iteration 54Q: 3 clusters Score -7165704 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 45616 members 
Entering Unmasked Estep 
Score: -7165943.500000 Penalty: 5429.445801
	Iteration 55Q: 3 clusters Score -7165944 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 46278 members 
Entering Unmasked Estep 
Score: -7166190.500000 Penalty: 5429.445801
	Iteration 56Q: 3 clusters Score -7166190 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 46915 members 
Entering Unmasked Estep 
Score: -7166377.500000 Penalty: 5429.445801
	Iteration 57Q: 3 clusters Score -7166378 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 47497 members 
Entering Unmasked Estep 
Score: -7166559.000000 Penalty: 5429.445801
	Iteration 58Q: 3 clusters Score -7166559 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 48035 members 
Entering Unmasked Estep 
Score: -7166720.000000 Penalty: 5429.445801
	Iteration 59Q: 3 clusters Score -7166720 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 48559 members 
Entering Unmasked Estep 
Score: -7166923.000000 Penalty: 5429.445801
	Iteration 60F: 3 clusters Score -7166923 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 49060 members 
Entering Unmasked Estep 
Score: -7167095.500000 Penalty: 5429.445801
	Iteration 61Q: 3 clusters Score -7167096 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 49571 members 
Entering Unmasked Estep 
Score: -7167292.000000 Penalty: 5429.445801
	Iteration 62Q: 3 clusters Score -7167292 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 50024 members 
Entering Unmasked Estep 
Score: -7167416.000000 Penalty: 5429.445801
	Iteration 63Q: 3 clusters Score -7167416 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 50463 members 
Entering Unmasked Estep 
Score: -7167566.000000 Penalty: 5429.445801
	Iteration 64Q: 3 clusters Score -7167566 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 50877 members 
Entering Unmasked Estep 
Score: -7167697.000000 Penalty: 5429.445801
	Iteration 65Q: 3 clusters Score -7167697 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 51265 members 
Entering Unmasked Estep 
Score: -7167838.000000 Penalty: 5429.445801
	Iteration 66Q: 3 clusters Score -7167838 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 51637 members 
Entering Unmasked Estep 
Score: -7167968.000000 Penalty: 5429.445801
	Iteration 67Q: 3 clusters Score -7167968 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 51975 members 
Entering Unmasked Estep 
Score: -7168095.500000 Penalty: 5429.445801
	Iteration 68Q: 3 clusters Score -7168096 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 52281 members 
Entering Unmasked Estep 
Score: -7168205.500000 Penalty: 5429.445801
	Iteration 69Q: 3 clusters Score -7168206 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 52543 members 
Entering Unmasked Estep 
Score: -7168259.000000 Penalty: 5429.445801
	Iteration 70Q: 3 clusters Score -7168259 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 52752 members 
Entering Unmasked Estep 
Score: -7168323.000000 Penalty: 5429.445801
	Iteration 71Q: 3 clusters Score -7168323 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 52961 members 
Entering Unmasked Estep 
Score: -7168370.500000 Penalty: 5429.445801
	Iteration 72Q: 3 clusters Score -7168370 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 53134 members 
Entering Unmasked Estep 
Score: -7168419.000000 Penalty: 5429.445801
	Iteration 73Q: 3 clusters Score -7168419 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 53290 members 
Entering Unmasked Estep 
Score: -7168451.500000 Penalty: 5429.445801
	Iteration 74Q: 3 clusters Score -7168452 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 53447 members 
Entering Unmasked Estep 
Score: -7168508.500000 Penalty: 5429.445801
	Iteration 75Q: 3 clusters Score -7168508 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 53581 members 
Entering Unmasked Estep 
Score: -7168555.500000 Penalty: 5429.445801
	Iteration 76Q: 3 clusters Score -7168556 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 53696 members 
Entering Unmasked Estep 
Score: -7168581.500000 Penalty: 5429.445801
	Iteration 77Q: 3 clusters Score -7168582 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 53809 members 
Entering Unmasked Estep 
Score: -7168622.500000 Penalty: 5429.445801
	Iteration 78Q: 3 clusters Score -7168622 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 53910 members 
Entering Unmasked Estep 
Score: -7168646.500000 Penalty: 5429.445801
	Iteration 79Q: 3 clusters Score -7168646 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 53999 members 
Entering Unmasked Estep 
Score: -7168677.500000 Penalty: 5429.445801
	Iteration 80F: 3 clusters Score -7168678 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 54076 members 
Entering Unmasked Estep 
Score: -7168688.500000 Penalty: 5429.445801
	Iteration 81Q: 3 clusters Score -7168688 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 54149 members 
Entering Unmasked Estep 
Score: -7168707.000000 Penalty: 5429.445801
	Iteration 82Q: 3 clusters Score -7168707 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 54214 members 
Entering Unmasked Estep 
Score: -7168724.000000 Penalty: 5429.445801
	Iteration 83Q: 3 clusters Score -7168724 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 54265 members 
Entering Unmasked Estep 
Score: -7168717.500000 Penalty: 5429.445801
	Iteration 84Q: 3 clusters Score -7168718 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 54306 members 
Entering Unmasked Estep 
Score: -7168725.500000 Penalty: 5429.445801
	Iteration 85Q: 3 clusters Score -7168726 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 54343 members 
Entering Unmasked Estep 
Score: -7168730.500000 Penalty: 5429.445801
	Iteration 86Q: 3 clusters Score -7168730 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 54391 members 
Entering Unmasked Estep 
Score: -7168765.000000 Penalty: 5429.445801
	Iteration 87Q: 3 clusters Score -7168765 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 54452 members 
Entering Unmasked Estep 
Score: -7168777.000000 Penalty: 5429.445801
	Iteration 88Q: 3 clusters Score -7168777 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 54505 members 
Entering Unmasked Estep 
Score: -7168801.500000 Penalty: 5429.445801
	Iteration 89Q: 3 clusters Score -7168802 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 54567 members 
Entering Unmasked Estep 
Score: -7168819.000000 Penalty: 5429.445801
	Iteration 90Q: 3 clusters Score -7168819 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 54623 members 
Entering Unmasked Estep 
Score: -7168838.500000 Penalty: 5429.445801
	Iteration 91Q: 3 clusters Score -7168838 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 54670 members 
Entering Unmasked Estep 
Score: -7168862.500000 Penalty: 5429.445801
	Iteration 92Q: 3 clusters Score -7168862 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 54706 members 
Entering Unmasked Estep 
Score: -7168883.000000 Penalty: 5429.445801
	Iteration 93Q: 3 clusters Score -7168883 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 54745 members 
Entering Unmasked Estep 
Score: -7168875.000000 Penalty: 5429.445801
	Iteration 94Q: 3 clusters Score -7168875 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 54785 members 
Entering Unmasked Estep 
Score: -7168889.500000 Penalty: 5429.445801
	Iteration 95Q: 3 clusters Score -7168890 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 54822 members 
Entering Unmasked Estep 
Score: -7168896.500000 Penalty: 5429.445801
	Iteration 96Q: 3 clusters Score -7168896 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 54859 members 
Entering Unmasked Estep 
Score: -7168904.000000 Penalty: 5429.445801
	Iteration 97Q: 3 clusters Score -7168904 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 54900 members 
Entering Unmasked Estep 
Score: -7168915.500000 Penalty: 5429.445801
	Iteration 98Q: 3 clusters Score -7168916 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 54932 members 
Entering Unmasked Estep 
Score: -7168914.500000 Penalty: 5429.445801
	Iteration 99Q: 3 clusters Score -7168914 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 54972 members 
Entering Unmasked Estep 
Score: -7168930.500000 Penalty: 5429.445801
	Iteration 100F: 3 clusters Score -7168930 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 55001 members 
Entering Unmasked Estep 
Score: -7168934.000000 Penalty: 5429.445801
	Iteration 101Q: 3 clusters Score -7168934 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 55022 members 
Entering Unmasked Estep 
Score: -7168932.000000 Penalty: 5429.445801
	Iteration 102Q: 3 clusters Score -7168932 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 55036 members 
Entering Unmasked Estep 
Score: -7168942.500000 Penalty: 5429.445801
	Iteration 103Q: 3 clusters Score -7168942 nChanged 16
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Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 55052 members 
Entering Unmasked Estep 
Score: -7168946.500000 Penalty: 5429.445801
	Iteration 104Q: 3 clusters Score -7168946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 55070 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7168946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 55087 members 
Entering Unmasked Estep 
Score: -7168956.000000 Penalty: 5429.445801
	Iteration 106Q: 3 clusters Score -7168956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 55096 members 
Entering Unmasked Estep 
Score: -7168954.000000 Penalty: 5429.445801
	Iteration 107Q: 3 clusters Score -7168954 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 55109 members 
Entering Unmasked Estep 
Score: -7168967.500000 Penalty: 5429.445801
	Iteration 108Q: 3 clusters Score -7168968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 55117 members 
Entering Unmasked Estep 
Score: -7168960.500000 Penalty: 5429.445801
	Iteration 109Q: 3 clusters Score -7168960 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 55125 members 
Entering Unmasked Estep 
Score: -7168966.000000 Penalty: 5429.445801
	Iteration 110Q: 3 clusters Score -7168966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 55133 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7168968 nChanged 10
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Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 55143 members 
Entering Unmasked Estep 
Score: -7168959.000000 Penalty: 5429.445801
	Iteration 112Q: 3 clusters Score -7168959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 55153 members 
Entering Unmasked Estep 
Score: -7168965.500000 Penalty: 5429.445801
	Iteration 113Q: 3 clusters Score -7168966 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 55165 members 
Entering Unmasked Estep 
Score: -7168980.000000 Penalty: 5429.445801
	Iteration 114Q: 3 clusters Score -7168980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 55174 members 
Entering Unmasked Estep 
Score: -7168974.000000 Penalty: 5429.445801
	Iteration 115Q: 3 clusters Score -7168974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 55182 members 
Entering Unmasked Estep 
Score: -7168973.000000 Penalty: 5429.445801
	Iteration 116Q: 3 clusters Score -7168973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 55189 members 
Entering Unmasked Estep 
Score: -7168984.000000 Penalty: 5429.445801
	Iteration 117Q: 3 clusters Score -7168984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 55197 members 
Entering Unmasked Estep 
Score: -7168981.500000 Penalty: 5429.445801
	Iteration 118Q: 3 clusters Score -7168982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 55210 members 
Entering Unmasked Estep 
Score: -7168984.000000 Penalty: 5429.445801
	Iteration 119Q: 3 clusters Score -7168984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 55216 members 
Entering Unmasked Estep 
Score: -7168986.500000 Penalty: 5429.445801
	Iteration 120F: 3 clusters Score -7168986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 55221 members 
Entering Unmasked Estep 
Score: -7168993.000000 Penalty: 5429.445801
	Iteration 121Q: 3 clusters Score -7168993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 55230 members 
Entering Unmasked Estep 
Score: -7168999.000000 Penalty: 5429.445801
	Iteration 122Q: 3 clusters Score -7168999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 55237 members 
Entering Unmasked Estep 
Score: -7168995.500000 Penalty: 5429.445801
	Iteration 123Q: 3 clusters Score -7168996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 55244 members 
Entering Unmasked Estep 
Score: -7168987.000000 Penalty: 5429.445801
	Iteration 124Q: 3 clusters Score -7168987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 55249 members 
Entering Unmasked Estep 
Score: -7168993.000000 Penalty: 5429.445801
	Iteration 125Q: 3 clusters Score -7168993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 55251 members 
Entering Unmasked Estep 
Score: -7168995.000000 Penalty: 5429.445801
	Iteration 126Q: 3 clusters Score -7168995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 55252 members 
Entering Unmasked Estep 
Score: -7168998.500000 Penalty: 5429.445801
	Iteration 127Q: 3 clusters Score -7168998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 55253 members 
Entering Unmasked Estep 
Score: -7168996.500000 Penalty: 5429.445801
	Iteration 128Q: 3 clusters Score -7168996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 55254 members 
Entering Unmasked Estep 
Score: -7168992.000000 Penalty: 5429.445801
	Iteration 129Q: 3 clusters Score -7168992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 55254 members 
Entering Unmasked Estep 
Score: -7168992.000000 Penalty: 5429.445801
	Iteration 130F: 3 clusters Score -7168992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (40459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40459 members 
Entering Unmasked Estep 
Score: -5110204.500000 Penalty: 2630.795166
	Iteration 0F: 2 clusters Score -5110204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -5082807.500000 Penalty: 5261.590332
	Iteration 0F: 3 clusters Score -5082808 nChanged 18539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -5092970.500000 Penalty: 5261.590332
	Iteration 1F: 3 clusters Score -5092970 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -5093424.500000 Penalty: 5261.590332
	Iteration 2Q: 3 clusters Score -5093424 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20647 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -5093893.000000 Penalty: 5261.590332
	Iteration 3Q: 3 clusters Score -5093893 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -5094436.000000 Penalty: 5261.590332
	Iteration 4Q: 3 clusters Score -5094436 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -5094979.000000 Penalty: 5261.590332
	Iteration 5Q: 3 clusters Score -5094979 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -5095508.000000 Penalty: 5261.590332
	Iteration 6Q: 3 clusters Score -5095508 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -5096156.000000 Penalty: 5261.590332
	Iteration 7Q: 3 clusters Score -5096156 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -5096928.500000 Penalty: 5261.590332
	Iteration 8Q: 3 clusters Score -5096928 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -5097756.000000 Penalty: 5261.590332
	Iteration 9Q: 3 clusters Score -5097756 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -5098698.000000 Penalty: 5261.590332
	Iteration 10Q: 3 clusters Score -5098698 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -5099720.500000 Penalty: 5261.590332
	Iteration 11Q: 3 clusters Score -5099720 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -5100641.500000 Penalty: 5261.590332
	Iteration 12Q: 3 clusters Score -5100642 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -5101417.500000 Penalty: 5261.590332
	Iteration 13Q: 3 clusters Score -5101418 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -5101949.500000 Penalty: 5261.590332
	Iteration 14Q: 3 clusters Score -5101950 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -5102350.000000 Penalty: 5261.590332
	Iteration 15Q: 3 clusters Score -5102350 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -5102733.000000 Penalty: 5261.590332
	Iteration 16Q: 3 clusters Score -5102733 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -5103157.000000 Penalty: 5261.590332
	Iteration 17Q: 3 clusters Score -5103157 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -5103566.000000 Penalty: 5261.590332
	Iteration 18Q: 3 clusters Score -5103566 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -5104050.000000 Penalty: 5261.590332
	Iteration 19Q: 3 clusters Score -5104050 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27695 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -5104602.500000 Penalty: 5261.590332
	Iteration 20F: 3 clusters Score -5104602 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -5105103.500000 Penalty: 5261.590332
	Iteration 21Q: 3 clusters Score -5105104 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -5105553.500000 Penalty: 5261.590332
	Iteration 22Q: 3 clusters Score -5105554 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29173 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -5105913.000000 Penalty: 5261.590332
	Iteration 23Q: 3 clusters Score -5105913 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29553 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -5106191.000000 Penalty: 5261.590332
	Iteration 24Q: 3 clusters Score -5106191 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -5106353.000000 Penalty: 5261.590332
	Iteration 25Q: 3 clusters Score -5106353 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30153 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -5106494.500000 Penalty: 5261.590332
	Iteration 26Q: 3 clusters Score -5106494 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30413 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -5106600.000000 Penalty: 5261.590332
	Iteration 27Q: 3 clusters Score -5106600 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30640 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -5106699.500000 Penalty: 5261.590332
	Iteration 28Q: 3 clusters Score -5106700 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -5106756.500000 Penalty: 5261.590332
	Iteration 29Q: 3 clusters Score -5106756 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31083 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -5106840.500000 Penalty: 5261.590332
	Iteration 30Q: 3 clusters Score -5106840 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -5106879.500000 Penalty: 5261.590332
	Iteration 31Q: 3 clusters Score -5106880 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -5106928.000000 Penalty: 5261.590332
	Iteration 32Q: 3 clusters Score -5106928 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -5106948.500000 Penalty: 5261.590332
	Iteration 33Q: 3 clusters Score -5106948 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31872 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -5106980.500000 Penalty: 5261.590332
	Iteration 34Q: 3 clusters Score -5106980 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32042 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -5107039.000000 Penalty: 5261.590332
	Iteration 35Q: 3 clusters Score -5107039 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -5107089.500000 Penalty: 5261.590332
	Iteration 36Q: 3 clusters Score -5107090 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32341 members 
Mstep: Class 2 contains 8118 members 
Entering Unmasked Estep 
Score: -5107104.500000 Penalty: 5261.590332
	Iteration 37Q: 3 clusters Score -5107104 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -5107134.500000 Penalty: 5261.590332
	Iteration 38Q: 3 clusters Score -5107134 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32634 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -5107154.500000 Penalty: 5261.590332
	Iteration 39Q: 3 clusters Score -5107154 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32767 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -5107187.500000 Penalty: 5261.590332
	Iteration 40F: 3 clusters Score -5107188 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32883 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -5107206.000000 Penalty: 5261.590332
	Iteration 41Q: 3 clusters Score -5107206 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32987 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -5107198.000000 Penalty: 5261.590332
	Iteration 42Q: 3 clusters Score -5107198 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33091 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -5107220.500000 Penalty: 5261.590332
	Iteration 43Q: 3 clusters Score -5107220 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33184 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -5107230.500000 Penalty: 5261.590332
	Iteration 44Q: 3 clusters Score -5107230 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33268 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -5107252.000000 Penalty: 5261.590332
	Iteration 45Q: 3 clusters Score -5107252 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -5107269.000000 Penalty: 5261.590332
	Iteration 46Q: 3 clusters Score -5107269 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -5107279.500000 Penalty: 5261.590332
	Iteration 47Q: 3 clusters Score -5107280 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -5107286.500000 Penalty: 5261.590332
	Iteration 48Q: 3 clusters Score -5107286 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -5107288.000000 Penalty: 5261.590332
	Iteration 49Q: 3 clusters Score -5107288 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33660 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -5107306.000000 Penalty: 5261.590332
	Iteration 50Q: 3 clusters Score -5107306 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33735 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -5107324.000000 Penalty: 5261.590332
	Iteration 51Q: 3 clusters Score -5107324 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33809 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -5107326.500000 Penalty: 5261.590332
	Iteration 52Q: 3 clusters Score -5107326 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33884 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -5107346.000000 Penalty: 5261.590332
	Iteration 53Q: 3 clusters Score -5107346 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -5107346.000000 Penalty: 5261.590332
	Iteration 54Q: 3 clusters Score -5107346 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -5107356.000000 Penalty: 5261.590332
	Iteration 55Q: 3 clusters Score -5107356 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34095 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -5107362.500000 Penalty: 5261.590332
	Iteration 56Q: 3 clusters Score -5107362 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -5107372.000000 Penalty: 5261.590332
	Iteration 57Q: 3 clusters Score -5107372 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34233 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -5107366.000000 Penalty: 5261.590332
	Iteration 58Q: 3 clusters Score -5107366 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34288 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -5107363.000000 Penalty: 5261.590332
	Iteration 59Q: 3 clusters Score -5107363 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34343 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -5107385.000000 Penalty: 5261.590332
	Iteration 60F: 3 clusters Score -5107385 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34405 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -5107388.000000 Penalty: 5261.590332
	Iteration 61Q: 3 clusters Score -5107388 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -5107389.000000 Penalty: 5261.590332
	Iteration 62Q: 3 clusters Score -5107389 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -5107391.500000 Penalty: 5261.590332
	Iteration 63Q: 3 clusters Score -5107392 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34557 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -5107407.500000 Penalty: 5261.590332
	Iteration 64Q: 3 clusters Score -5107408 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34606 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -5107398.000000 Penalty: 5261.590332
	Iteration 65Q: 3 clusters Score -5107398 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -5107412.000000 Penalty: 5261.590332
	Iteration 66Q: 3 clusters Score -5107412 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -5107422.000000 Penalty: 5261.590332
	Iteration 67Q: 3 clusters Score -5107422 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34732 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -5107434.500000 Penalty: 5261.590332
	Iteration 68Q: 3 clusters Score -5107434 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34769 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -5107430.500000 Penalty: 5261.590332
	Iteration 69Q: 3 clusters Score -5107430 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34804 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -5107441.000000 Penalty: 5261.590332
	Iteration 70Q: 3 clusters Score -5107441 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34844 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -5107439.000000 Penalty: 5261.590332
	Iteration 71Q: 3 clusters Score -5107439 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -5107450.000000 Penalty: 5261.590332
	Iteration 72Q: 3 clusters Score -5107450 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -5107461.500000 Penalty: 5261.590332
	Iteration 73Q: 3 clusters Score -5107462 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -5107459.500000 Penalty: 5261.590332
	Iteration 74Q: 3 clusters Score -5107460 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35020 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -5107465.500000 Penalty: 5261.590332
	Iteration 75Q: 3 clusters Score -5107466 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35054 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -5107471.500000 Penalty: 5261.590332
	Iteration 76Q: 3 clusters Score -5107472 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35093 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -5107491.500000 Penalty: 5261.590332
	Iteration 77Q: 3 clusters Score -5107492 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35138 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -5107489.500000 Penalty: 5261.590332
	Iteration 78Q: 3 clusters Score -5107490 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35184 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -5107490.000000 Penalty: 5261.590332
	Iteration 79Q: 3 clusters Score -5107490 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35236 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -5107483.500000 Penalty: 5261.590332
	Iteration 80F: 3 clusters Score -5107484 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35290 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -5107504.500000 Penalty: 5261.590332
	Iteration 81Q: 3 clusters Score -5107504 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35338 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -5107506.500000 Penalty: 5261.590332
	Iteration 82Q: 3 clusters Score -5107506 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35375 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -5107503.500000 Penalty: 5261.590332
	Iteration 83Q: 3 clusters Score -5107504 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35410 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -5107506.000000 Penalty: 5261.590332
	Iteration 84Q: 3 clusters Score -5107506 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -5107510.000000 Penalty: 5261.590332
	Iteration 85Q: 3 clusters Score -5107510 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35470 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -5107508.000000 Penalty: 5261.590332
	Iteration 86Q: 3 clusters Score -5107508 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35494 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -5107514.500000 Penalty: 5261.590332
	Iteration 87Q: 3 clusters Score -5107514 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35529 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -5107504.000000 Penalty: 5261.590332
	Iteration 88Q: 3 clusters Score -5107504 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35557 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -5107498.500000 Penalty: 5261.590332
	Iteration 89Q: 3 clusters Score -5107498 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35580 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -5107509.000000 Penalty: 5261.590332
	Iteration 90Q: 3 clusters Score -5107509 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -5107514.000000 Penalty: 5261.590332
	Iteration 91Q: 3 clusters Score -5107514 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35633 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -5107521.500000 Penalty: 5261.590332
	Iteration 92Q: 3 clusters Score -5107522 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -5107528.500000 Penalty: 5261.590332
	Iteration 93Q: 3 clusters Score -5107528 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35685 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -5107531.000000 Penalty: 5261.590332
	Iteration 94Q: 3 clusters Score -5107531 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35707 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -5107532.000000 Penalty: 5261.590332
	Iteration 95Q: 3 clusters Score -5107532 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -5107525.500000 Penalty: 5261.590332
	Iteration 96Q: 3 clusters Score -5107526 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -5107531.000000 Penalty: 5261.590332
	Iteration 97Q: 3 clusters Score -5107531 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35766 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -5107531.500000 Penalty: 5261.590332
	Iteration 98Q: 3 clusters Score -5107532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35782 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -5107531.000000 Penalty: 5261.590332
	Iteration 99Q: 3 clusters Score -5107531 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35795 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -5107514.500000 Penalty: 5261.590332
	Iteration 100F: 3 clusters Score -5107514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35803 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -5107516.500000 Penalty: 5261.590332
	Iteration 101Q: 3 clusters Score -5107516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -5107521.000000 Penalty: 5261.590332
	Iteration 102Q: 3 clusters Score -5107521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35813 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -5107517.000000 Penalty: 5261.590332
	Iteration 103Q: 3 clusters Score -5107517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -5107521.000000 Penalty: 5261.590332
	Iteration 104Q: 3 clusters Score -5107521 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -5107518.500000 Penalty: 5261.590332
	Iteration 105Q: 3 clusters Score -5107518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35820 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -5107513.000000 Penalty: 5261.590332
	Iteration 106Q: 3 clusters Score -5107513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35829 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -5107518.000000 Penalty: 5261.590332
	Iteration 107Q: 3 clusters Score -5107518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35839 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -5107527.500000 Penalty: 5261.590332
	Iteration 108Q: 3 clusters Score -5107528 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35847 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -5107525.000000 Penalty: 5261.590332
	Iteration 109Q: 3 clusters Score -5107525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35856 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -5107532.500000 Penalty: 5261.590332
	Iteration 110Q: 3 clusters Score -5107532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35871 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -5107526.000000 Penalty: 5261.590332
	Iteration 111Q: 3 clusters Score -5107526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35880 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -5107523.500000 Penalty: 5261.590332
	Iteration 112Q: 3 clusters Score -5107524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35889 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -5107521.500000 Penalty: 5261.590332
	Iteration 113Q: 3 clusters Score -5107522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35894 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -5107522.000000 Penalty: 5261.590332
	Iteration 114Q: 3 clusters Score -5107522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35898 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -5107518.000000 Penalty: 5261.590332
	Iteration 115Q: 3 clusters Score -5107518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35904 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -5107528.000000 Penalty: 5261.590332
	Iteration 116Q: 3 clusters Score -5107528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35911 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -5107534.500000 Penalty: 5261.590332
	Iteration 117Q: 3 clusters Score -5107534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -5107529.500000 Penalty: 5261.590332
	Iteration 118Q: 3 clusters Score -5107530 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35937 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -5107542.500000 Penalty: 5261.590332
	Iteration 119Q: 3 clusters Score -5107542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35944 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -5107542.500000 Penalty: 5261.590332
	Iteration 120F: 3 clusters Score -5107542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35951 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -5107543.000000 Penalty: 5261.590332
	Iteration 121Q: 3 clusters Score -5107543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35961 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -5107548.500000 Penalty: 5261.590332
	Iteration 122Q: 3 clusters Score -5107548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35972 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -5107546.500000 Penalty: 5261.590332
	Iteration 123Q: 3 clusters Score -5107546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35981 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -5107549.000000 Penalty: 5261.590332
	Iteration 124Q: 3 clusters Score -5107549 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35987 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -5107545.500000 Penalty: 5261.590332
	Iteration 125Q: 3 clusters Score -5107546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35990 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -5107544.500000 Penalty: 5261.590332
	Iteration 126Q: 3 clusters Score -5107544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35994 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -5107536.500000 Penalty: 5261.590332
	Iteration 127Q: 3 clusters Score -5107536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35996 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -5107531.000000 Penalty: 5261.590332
	Iteration 128Q: 3 clusters Score -5107531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35997 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -5107535.000000 Penalty: 5261.590332
	Iteration 129Q: 3 clusters Score -5107535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35999 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -5107536.000000 Penalty: 5261.590332
	Iteration 130Q: 3 clusters Score -5107536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36001 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -5107541.500000 Penalty: 5261.590332
	Iteration 131Q: 3 clusters Score -5107542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36002 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -5107543.500000 Penalty: 5261.590332
	Iteration 132Q: 3 clusters Score -5107544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36004 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -5107542.500000 Penalty: 5261.590332
	Iteration 133Q: 3 clusters Score -5107542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36008 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -5107540.500000 Penalty: 5261.590332
	Iteration 134Q: 3 clusters Score -5107540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36010 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -5107543.000000 Penalty: 5261.590332
	Iteration 135Q: 3 clusters Score -5107543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -5107542.500000 Penalty: 5261.590332
	Iteration 136Q: 3 clusters Score -5107542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -5107542.500000 Penalty: 5261.590332
	Iteration 137F: 3 clusters Score -5107542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Entering Unmasked Estep 
Score: -2667144.750000 Penalty: 2481.342285
	Iteration 0F: 2 clusters Score -2667145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2651773.750000 Penalty: 4962.684570
	Iteration 0F: 3 clusters Score -2651774 nChanged 9744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -2657045.000000 Penalty: 4962.684570
	Iteration 1F: 3 clusters Score -2657045 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2657404.500000 Penalty: 4962.684570
	Iteration 2Q: 3 clusters Score -2657404 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10956 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -2657677.750000 Penalty: 4962.684570
	Iteration 3Q: 3 clusters Score -2657678 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -2657939.000000 Penalty: 4962.684570
	Iteration 4Q: 3 clusters Score -2657939 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -2658187.500000 Penalty: 4962.684570
	Iteration 5Q: 3 clusters Score -2658188 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -2658440.000000 Penalty: 4962.684570
	Iteration 6Q: 3 clusters Score -2658440 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -2658683.500000 Penalty: 4962.684570
	Iteration 7Q: 3 clusters Score -2658684 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -2658933.750000 Penalty: 4962.684570
	Iteration 8Q: 3 clusters Score -2658934 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -2659168.250000 Penalty: 4962.684570
	Iteration 9Q: 3 clusters Score -2659168 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -2659441.250000 Penalty: 4962.684570
	Iteration 10Q: 3 clusters Score -2659441 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -2659729.000000 Penalty: 4962.684570
	Iteration 11Q: 3 clusters Score -2659729 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -2660044.750000 Penalty: 4962.684570
	Iteration 12Q: 3 clusters Score -2660045 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -2660358.500000 Penalty: 4962.684570
	Iteration 13Q: 3 clusters Score -2660358 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -2660667.500000 Penalty: 4962.684570
	Iteration 14Q: 3 clusters Score -2660668 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -2660965.500000 Penalty: 4962.684570
	Iteration 15Q: 3 clusters Score -2660966 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -2661249.000000 Penalty: 4962.684570
	Iteration 16Q: 3 clusters Score -2661249 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -2661504.500000 Penalty: 4962.684570
	Iteration 17Q: 3 clusters Score -2661504 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 15515 members 
Entering Unmasked Estep 
Score: -2661735.750000 Penalty: 4962.684570
	Iteration 18Q: 3 clusters Score -2661736 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -2661937.000000 Penalty: 4962.684570
	Iteration 19Q: 3 clusters Score -2661937 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -2662131.000000 Penalty: 4962.684570
	Iteration 20F: 3 clusters Score -2662131 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -2662325.000000 Penalty: 4962.684570
	Iteration 21Q: 3 clusters Score -2662325 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -2662512.750000 Penalty: 4962.684570
	Iteration 22Q: 3 clusters Score -2662513 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -2662743.250000 Penalty: 4962.684570
	Iteration 23Q: 3 clusters Score -2662743 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 18174 members 
Entering Unmasked Estep 
Score: -2662993.000000 Penalty: 4962.684570
	Iteration 24Q: 3 clusters Score -2662993 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -2663233.000000 Penalty: 4962.684570
	Iteration 25Q: 3 clusters Score -2663233 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -2663457.250000 Penalty: 4962.684570
	Iteration 26Q: 3 clusters Score -2663457 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -2663680.750000 Penalty: 4962.684570
	Iteration 27Q: 3 clusters Score -2663681 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -2663866.000000 Penalty: 4962.684570
	Iteration 28Q: 3 clusters Score -2663866 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -2664032.250000 Penalty: 4962.684570
	Iteration 29Q: 3 clusters Score -2664032 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -2664206.250000 Penalty: 4962.684570
	Iteration 30Q: 3 clusters Score -2664206 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -2664365.500000 Penalty: 4962.684570
	Iteration 31Q: 3 clusters Score -2664366 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -2664522.250000 Penalty: 4962.684570
	Iteration 32Q: 3 clusters Score -2664522 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -2664649.000000 Penalty: 4962.684570
	Iteration 33Q: 3 clusters Score -2664649 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -2664762.250000 Penalty: 4962.684570
	Iteration 34Q: 3 clusters Score -2664762 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -2664837.250000 Penalty: 4962.684570
	Iteration 35Q: 3 clusters Score -2664837 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -2664901.750000 Penalty: 4962.684570
	Iteration 36Q: 3 clusters Score -2664902 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -2664946.000000 Penalty: 4962.684570
	Iteration 37Q: 3 clusters Score -2664946 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -2664976.750000 Penalty: 4962.684570
	Iteration 38Q: 3 clusters Score -2664977 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -2665003.500000 Penalty: 4962.684570
	Iteration 39Q: 3 clusters Score -2665004 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -2665019.250000 Penalty: 4962.684570
	Iteration 40F: 3 clusters Score -2665019 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -2665045.000000 Penalty: 4962.684570
	Iteration 41Q: 3 clusters Score -2665045 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -2665067.500000 Penalty: 4962.684570
	Iteration 42Q: 3 clusters Score -2665068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -2665085.500000 Penalty: 4962.684570
	Iteration 43Q: 3 clusters Score -2665086 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 21656 members 
Entering Unmasked Estep 
Score: -2665087.500000 Penalty: 4962.684570
	Iteration 44Q: 3 clusters Score -2665088 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -2665099.000000 Penalty: 4962.684570
	Iteration 45Q: 3 clusters Score -2665099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -2665104.500000 Penalty: 4962.684570
	Iteration 46Q: 3 clusters Score -2665104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -2665110.750000 Penalty: 4962.684570
	Iteration 47Q: 3 clusters Score -2665111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -2665121.750000 Penalty: 4962.684570
	Iteration 48Q: 3 clusters Score -2665122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -2665126.500000 Penalty: 4962.684570
	Iteration 49Q: 3 clusters Score -2665126 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -2665128.000000 Penalty: 4962.684570
	Iteration 50Q: 3 clusters Score -2665128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -2665127.750000 Penalty: 4962.684570
	Iteration 51Q: 3 clusters Score -2665128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -2665134.250000 Penalty: 4962.684570
	Iteration 52Q: 3 clusters Score -2665134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -2665133.500000 Penalty: 4962.684570
	Iteration 53Q: 3 clusters Score -2665134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -2665132.000000 Penalty: 4962.684570
	Iteration 54Q: 3 clusters Score -2665132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -2665132.000000 Penalty: 4962.684570
	Iteration 55F: 3 clusters Score -2665132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Entering Unmasked Estep 
Score: -1069184.750000 Penalty: 2258.667969
	Iteration 0F: 2 clusters Score -1069185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -1062127.500000 Penalty: 4517.335938
	Iteration 0F: 3 clusters Score -1062128 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1064213.750000 Penalty: 4517.335938
	Iteration 1F: 3 clusters Score -1064214 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -1064625.875000 Penalty: 4517.335938
	Iteration 2F: 3 clusters Score -1064626 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1065095.000000 Penalty: 4517.335938
	Iteration 3F: 3 clusters Score -1065095 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1065615.500000 Penalty: 4517.335938
	Iteration 4F: 3 clusters Score -1065616 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1066099.500000 Penalty: 4517.335938
	Iteration 5F: 3 clusters Score -1066100 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1066613.000000 Penalty: 4517.335938
	Iteration 6F: 3 clusters Score -1066613 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1067018.000000 Penalty: 4517.335938
	Iteration 7F: 3 clusters Score -1067018 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1067328.250000 Penalty: 4517.335938
	Iteration 8F: 3 clusters Score -1067328 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1067534.250000 Penalty: 4517.335938
	Iteration 9Q: 3 clusters Score -1067534 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1067682.375000 Penalty: 4517.335938
	Iteration 10Q: 3 clusters Score -1067682 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1067790.125000 Penalty: 4517.335938
	Iteration 11Q: 3 clusters Score -1067790 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1067852.750000 Penalty: 4517.335938
	Iteration 12Q: 3 clusters Score -1067853 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1067897.500000 Penalty: 4517.335938
	Iteration 13Q: 3 clusters Score -1067898 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1067937.875000 Penalty: 4517.335938
	Iteration 14Q: 3 clusters Score -1067938 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1067961.500000 Penalty: 4517.335938
	Iteration 15Q: 3 clusters Score -1067962 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1067982.875000 Penalty: 4517.335938
	Iteration 16Q: 3 clusters Score -1067983 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1067999.750000 Penalty: 4517.335938
	Iteration 17Q: 3 clusters Score -1068000 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1068011.750000 Penalty: 4517.335938
	Iteration 18Q: 3 clusters Score -1068012 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1068020.250000 Penalty: 4517.335938
	Iteration 19Q: 3 clusters Score -1068020 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1068026.750000 Penalty: 4517.335938
	Iteration 20F: 3 clusters Score -1068027 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1068036.250000 Penalty: 4517.335938
	Iteration 21Q: 3 clusters Score -1068036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1068042.625000 Penalty: 4517.335938
	Iteration 22Q: 3 clusters Score -1068043 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -1068045.875000 Penalty: 4517.335938
	Iteration 23Q: 3 clusters Score -1068046 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1068051.500000 Penalty: 4517.335938
	Iteration 24Q: 3 clusters Score -1068052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1068060.500000 Penalty: 4517.335938
	Iteration 25Q: 3 clusters Score -1068060 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1068066.500000 Penalty: 4517.335938
	Iteration 26Q: 3 clusters Score -1068066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1068078.625000 Penalty: 4517.335938
	Iteration 27Q: 3 clusters Score -1068079 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1068086.250000 Penalty: 4517.335938
	Iteration 28Q: 3 clusters Score -1068086 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1068094.875000 Penalty: 4517.335938
	Iteration 29Q: 3 clusters Score -1068095 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1068100.750000 Penalty: 4517.335938
	Iteration 30Q: 3 clusters Score -1068101 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1068106.375000 Penalty: 4517.335938
	Iteration 31Q: 3 clusters Score -1068106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1068112.250000 Penalty: 4517.335938
	Iteration 32Q: 3 clusters Score -1068112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1068119.750000 Penalty: 4517.335938
	Iteration 33Q: 3 clusters Score -1068120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -1068126.750000 Penalty: 4517.335938
	Iteration 34Q: 3 clusters Score -1068127 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1068129.125000 Penalty: 4517.335938
	Iteration 35Q: 3 clusters Score -1068129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1068134.375000 Penalty: 4517.335938
	Iteration 36Q: 3 clusters Score -1068134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1068134.125000 Penalty: 4517.335938
	Iteration 37Q: 3 clusters Score -1068134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1068135.625000 Penalty: 4517.335938
	Iteration 38Q: 3 clusters Score -1068136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1068136.375000 Penalty: 4517.335938
	Iteration 39Q: 3 clusters Score -1068136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1068138.625000 Penalty: 4517.335938
	Iteration 40F: 3 clusters Score -1068139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1068139.000000 Penalty: 4517.335938
	Iteration 41Q: 3 clusters Score -1068139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1068138.875000 Penalty: 4517.335938
	Iteration 42Q: 3 clusters Score -1068139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1068139.375000 Penalty: 4517.335938
	Iteration 43Q: 3 clusters Score -1068139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -1068139.000000 Penalty: 4517.335938
	Iteration 44Q: 3 clusters Score -1068139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1068139.500000 Penalty: 4517.335938
	Iteration 45Q: 3 clusters Score -1068140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1068141.750000 Penalty: 4517.335938
	Iteration 46Q: 3 clusters Score -1068142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1068143.500000 Penalty: 4517.335938
	Iteration 47Q: 3 clusters Score -1068144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1068146.125000 Penalty: 4517.335938
	Iteration 48Q: 3 clusters Score -1068146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1068147.125000 Penalty: 4517.335938
	Iteration 49Q: 3 clusters Score -1068147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1068149.000000 Penalty: 4517.335938
	Iteration 50Q: 3 clusters Score -1068149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1068152.875000 Penalty: 4517.335938
	Iteration 51Q: 3 clusters Score -1068153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1068151.625000 Penalty: 4517.335938
	Iteration 52Q: 3 clusters Score -1068152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1068153.750000 Penalty: 4517.335938
	Iteration 53Q: 3 clusters Score -1068154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1068152.750000 Penalty: 4517.335938
	Iteration 54Q: 3 clusters Score -1068153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1068158.000000 Penalty: 4517.335938
	Iteration 55Q: 3 clusters Score -1068158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1068157.875000 Penalty: 4517.335938
	Iteration 56Q: 3 clusters Score -1068158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1068158.125000 Penalty: 4517.335938
	Iteration 57Q: 3 clusters Score -1068158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1068161.125000 Penalty: 4517.335938
	Iteration 58Q: 3 clusters Score -1068161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1068160.625000 Penalty: 4517.335938
	Iteration 59Q: 3 clusters Score -1068161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1068163.875000 Penalty: 4517.335938
	Iteration 60F: 3 clusters Score -1068164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -1068166.875000 Penalty: 4517.335938
	Iteration 61Q: 3 clusters Score -1068167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1068165.125000 Penalty: 4517.335938
	Iteration 62Q: 3 clusters Score -1068165 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -1068168.875000 Penalty: 4517.335938
	Iteration 63Q: 3 clusters Score -1068169 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1068169.250000 Penalty: 4517.335938
	Iteration 64Q: 3 clusters Score -1068169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1068169.250000 Penalty: 4517.335938
	Iteration 65Q: 3 clusters Score -1068169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1068170.500000 Penalty: 4517.335938
	Iteration 66Q: 3 clusters Score -1068170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1068170.500000 Penalty: 4517.335938
	Iteration 67F: 3 clusters Score -1068170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (16945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Entering Unmasked Estep 
Score: -2143729.250000 Penalty: 2414.956543
	Iteration 0F: 2 clusters Score -2143729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -2131640.750000 Penalty: 4829.913086
	Iteration 0F: 3 clusters Score -2131641 nChanged 7395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -2135733.750000 Penalty: 4829.913086
	Iteration 1F: 3 clusters Score -2135734 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -2136212.750000 Penalty: 4829.913086
	Iteration 2F: 3 clusters Score -2136213 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -2136603.500000 Penalty: 4829.913086
	Iteration 3F: 3 clusters Score -2136604 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -2136988.000000 Penalty: 4829.913086
	Iteration 4Q: 3 clusters Score -2136988 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -2137375.250000 Penalty: 4829.913086
	Iteration 5Q: 3 clusters Score -2137375 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -2137814.000000 Penalty: 4829.913086
	Iteration 6Q: 3 clusters Score -2137814 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -2138251.250000 Penalty: 4829.913086
	Iteration 7Q: 3 clusters Score -2138251 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -2138678.250000 Penalty: 4829.913086
	Iteration 8Q: 3 clusters Score -2138678 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -2139134.250000 Penalty: 4829.913086
	Iteration 9Q: 3 clusters Score -2139134 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -2139503.500000 Penalty: 4829.913086
	Iteration 10Q: 3 clusters Score -2139504 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -2139756.250000 Penalty: 4829.913086
	Iteration 11Q: 3 clusters Score -2139756 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -2139991.750000 Penalty: 4829.913086
	Iteration 12Q: 3 clusters Score -2139992 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -2140186.250000 Penalty: 4829.913086
	Iteration 13Q: 3 clusters Score -2140186 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -2140325.750000 Penalty: 4829.913086
	Iteration 14Q: 3 clusters Score -2140326 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -2140415.250000 Penalty: 4829.913086
	Iteration 15Q: 3 clusters Score -2140415 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -2140448.750000 Penalty: 4829.913086
	Iteration 16Q: 3 clusters Score -2140449 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -2140494.750000 Penalty: 4829.913086
	Iteration 17Q: 3 clusters Score -2140495 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -2140523.250000 Penalty: 4829.913086
	Iteration 18Q: 3 clusters Score -2140523 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -2140533.750000 Penalty: 4829.913086
	Iteration 19Q: 3 clusters Score -2140534 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -2140551.750000 Penalty: 4829.913086
	Iteration 20F: 3 clusters Score -2140552 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2140571.250000 Penalty: 4829.913086
	Iteration 21Q: 3 clusters Score -2140571 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -2140591.000000 Penalty: 4829.913086
	Iteration 22Q: 3 clusters Score -2140591 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -2140605.750000 Penalty: 4829.913086
	Iteration 23Q: 3 clusters Score -2140606 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -2140619.750000 Penalty: 4829.913086
	Iteration 24Q: 3 clusters Score -2140620 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -2140627.250000 Penalty: 4829.913086
	Iteration 25Q: 3 clusters Score -2140627 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -2140638.750000 Penalty: 4829.913086
	Iteration 26Q: 3 clusters Score -2140639 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -2140645.500000 Penalty: 4829.913086
	Iteration 27Q: 3 clusters Score -2140646 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -2140654.750000 Penalty: 4829.913086
	Iteration 28Q: 3 clusters Score -2140655 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -2140657.750000 Penalty: 4829.913086
	Iteration 29Q: 3 clusters Score -2140658 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -2140670.500000 Penalty: 4829.913086
	Iteration 30Q: 3 clusters Score -2140670 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -2140682.250000 Penalty: 4829.913086
	Iteration 31Q: 3 clusters Score -2140682 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -2140691.500000 Penalty: 4829.913086
	Iteration 32Q: 3 clusters Score -2140692 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -2140699.250000 Penalty: 4829.913086
	Iteration 33Q: 3 clusters Score -2140699 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -2140708.250000 Penalty: 4829.913086
	Iteration 34Q: 3 clusters Score -2140708 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -2140719.750000 Penalty: 4829.913086
	Iteration 35Q: 3 clusters Score -2140720 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -2140735.250000 Penalty: 4829.913086
	Iteration 36Q: 3 clusters Score -2140735 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -2140740.500000 Penalty: 4829.913086
	Iteration 37Q: 3 clusters Score -2140740 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -2140750.250000 Penalty: 4829.913086
	Iteration 38Q: 3 clusters Score -2140750 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -2140769.500000 Penalty: 4829.913086
	Iteration 39Q: 3 clusters Score -2140770 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -2140774.000000 Penalty: 4829.913086
	Iteration 40F: 3 clusters Score -2140774 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 11484 members 
Entering Unmasked Estep 
Score: -2140792.250000 Penalty: 4829.913086
	Iteration 41Q: 3 clusters Score -2140792 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -2140798.250000 Penalty: 4829.913086
	Iteration 42Q: 3 clusters Score -2140798 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -2140801.250000 Penalty: 4829.913086
	Iteration 43Q: 3 clusters Score -2140801 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -2140808.000000 Penalty: 4829.913086
	Iteration 44Q: 3 clusters Score -2140808 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -2140818.250000 Penalty: 4829.913086
	Iteration 45Q: 3 clusters Score -2140818 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -2140829.250000 Penalty: 4829.913086
	Iteration 46Q: 3 clusters Score -2140829 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -2140853.500000 Penalty: 4829.913086
	Iteration 47Q: 3 clusters Score -2140854 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -2140867.750000 Penalty: 4829.913086
	Iteration 48Q: 3 clusters Score -2140868 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -2140888.500000 Penalty: 4829.913086
	Iteration 49Q: 3 clusters Score -2140888 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -2140913.000000 Penalty: 4829.913086
	Iteration 50Q: 3 clusters Score -2140913 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -2140938.250000 Penalty: 4829.913086
	Iteration 51Q: 3 clusters Score -2140938 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -2140956.750000 Penalty: 4829.913086
	Iteration 52Q: 3 clusters Score -2140957 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -2140971.250000 Penalty: 4829.913086
	Iteration 53Q: 3 clusters Score -2140971 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -2140989.250000 Penalty: 4829.913086
	Iteration 54Q: 3 clusters Score -2140989 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -2141013.000000 Penalty: 4829.913086
	Iteration 55Q: 3 clusters Score -2141013 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -2141025.750000 Penalty: 4829.913086
	Iteration 56Q: 3 clusters Score -2141026 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -2141036.250000 Penalty: 4829.913086
	Iteration 57Q: 3 clusters Score -2141036 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -2141056.750000 Penalty: 4829.913086
	Iteration 58Q: 3 clusters Score -2141057 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -2141072.750000 Penalty: 4829.913086
	Iteration 59Q: 3 clusters Score -2141073 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -2141097.500000 Penalty: 4829.913086
	Iteration 60F: 3 clusters Score -2141098 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -2141114.000000 Penalty: 4829.913086
	Iteration 61Q: 3 clusters Score -2141114 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -2141134.250000 Penalty: 4829.913086
	Iteration 62Q: 3 clusters Score -2141134 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -2141159.500000 Penalty: 4829.913086
	Iteration 63Q: 3 clusters Score -2141160 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -2141170.500000 Penalty: 4829.913086
	Iteration 64Q: 3 clusters Score -2141170 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -2141196.500000 Penalty: 4829.913086
	Iteration 65Q: 3 clusters Score -2141196 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 13385 members 
Entering Unmasked Estep 
Score: -2141223.000000 Penalty: 4829.913086
	Iteration 66Q: 3 clusters Score -2141223 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -2141245.500000 Penalty: 4829.913086
	Iteration 67Q: 3 clusters Score -2141246 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -2141256.250000 Penalty: 4829.913086
	Iteration 68Q: 3 clusters Score -2141256 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -2141270.500000 Penalty: 4829.913086
	Iteration 69Q: 3 clusters Score -2141270 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -2141295.000000 Penalty: 4829.913086
	Iteration 70Q: 3 clusters Score -2141295 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -2141306.000000 Penalty: 4829.913086
	Iteration 71Q: 3 clusters Score -2141306 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 13810 members 
Entering Unmasked Estep 
Score: -2141321.000000 Penalty: 4829.913086
	Iteration 72Q: 3 clusters Score -2141321 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -2141343.750000 Penalty: 4829.913086
	Iteration 73Q: 3 clusters Score -2141344 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -2141371.250000 Penalty: 4829.913086
	Iteration 74Q: 3 clusters Score -2141371 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -2141391.500000 Penalty: 4829.913086
	Iteration 75Q: 3 clusters Score -2141392 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -2141410.750000 Penalty: 4829.913086
	Iteration 76Q: 3 clusters Score -2141411 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -2141423.500000 Penalty: 4829.913086
	Iteration 77Q: 3 clusters Score -2141424 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -2141435.250000 Penalty: 4829.913086
	Iteration 78Q: 3 clusters Score -2141435 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -2141439.000000 Penalty: 4829.913086
	Iteration 79Q: 3 clusters Score -2141439 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
Score: -2141456.250000 Penalty: 4829.913086
	Iteration 80F: 3 clusters Score -2141456 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -2141469.000000 Penalty: 4829.913086
	Iteration 81Q: 3 clusters Score -2141469 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -2141482.000000 Penalty: 4829.913086
	Iteration 82Q: 3 clusters Score -2141482 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -2141495.250000 Penalty: 4829.913086
	Iteration 83Q: 3 clusters Score -2141495 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 14530 members 
Entering Unmasked Estep 
Score: -2141520.000000 Penalty: 4829.913086
	Iteration 84Q: 3 clusters Score -2141520 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -2141531.000000 Penalty: 4829.913086
	Iteration 85Q: 3 clusters Score -2141531 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -2141538.750000 Penalty: 4829.913086
	Iteration 86Q: 3 clusters Score -2141539 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -2141544.500000 Penalty: 4829.913086
	Iteration 87Q: 3 clusters Score -2141544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -2141550.250000 Penalty: 4829.913086
	Iteration 88Q: 3 clusters Score -2141550 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -2141561.750000 Penalty: 4829.913086
	Iteration 89Q: 3 clusters Score -2141562 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -2141566.750000 Penalty: 4829.913086
	Iteration 90Q: 3 clusters Score -2141567 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -2141576.750000 Penalty: 4829.913086
	Iteration 91Q: 3 clusters Score -2141577 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -2141588.000000 Penalty: 4829.913086
	Iteration 92Q: 3 clusters Score -2141588 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -2141590.500000 Penalty: 4829.913086
	Iteration 93Q: 3 clusters Score -2141590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -2141594.000000 Penalty: 4829.913086
	Iteration 94Q: 3 clusters Score -2141594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -2141606.750000 Penalty: 4829.913086
	Iteration 95Q: 3 clusters Score -2141607 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -2141609.250000 Penalty: 4829.913086
	Iteration 96Q: 3 clusters Score -2141609 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -2141609.500000 Penalty: 4829.913086
	Iteration 97Q: 3 clusters Score -2141610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -2141607.750000 Penalty: 4829.913086
	Iteration 98Q: 3 clusters Score -2141608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -2141610.250000 Penalty: 4829.913086
	Iteration 99Q: 3 clusters Score -2141610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -2141615.500000 Penalty: 4829.913086
	Iteration 100F: 3 clusters Score -2141616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -2141620.500000 Penalty: 4829.913086
	Iteration 101Q: 3 clusters Score -2141620 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 14973 members 
Entering Unmasked Estep 
Score: -2141622.500000 Penalty: 4829.913086
	Iteration 102Q: 3 clusters Score -2141622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -2141624.000000 Penalty: 4829.913086
	Iteration 103Q: 3 clusters Score -2141624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -2141630.500000 Penalty: 4829.913086
	Iteration 104Q: 3 clusters Score -2141630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -2141626.750000 Penalty: 4829.913086
	Iteration 105Q: 3 clusters Score -2141627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -2141633.500000 Penalty: 4829.913086
	Iteration 106Q: 3 clusters Score -2141634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -2141635.500000 Penalty: 4829.913086
	Iteration 107Q: 3 clusters Score -2141636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -2141636.750000 Penalty: 4829.913086
	Iteration 108Q: 3 clusters Score -2141637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -2141637.500000 Penalty: 4829.913086
	Iteration 109Q: 3 clusters Score -2141638 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -2141634.250000 Penalty: 4829.913086
	Iteration 110Q: 3 clusters Score -2141634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -2141634.250000 Penalty: 4829.913086
	Iteration 111F: 3 clusters Score -2141634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (36246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36246 members 
Entering Unmasked Estep 
Score: -4547955.500000 Penalty: 2603.524902
	Iteration 0F: 2 clusters Score -4547956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -4523239.500000 Penalty: 5207.049805
	Iteration 0F: 3 clusters Score -4523240 nChanged 16519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -4532346.500000 Penalty: 5207.049805
	Iteration 1F: 3 clusters Score -4532346 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -4533027.000000 Penalty: 5207.049805
	Iteration 2Q: 3 clusters Score -4533027 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -4533840.000000 Penalty: 5207.049805
	Iteration 3F: 3 clusters Score -4533840 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -4534722.500000 Penalty: 5207.049805
	Iteration 4F: 3 clusters Score -4534722 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -4535908.000000 Penalty: 5207.049805
	Iteration 5F: 3 clusters Score -4535908 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20492 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -4537226.500000 Penalty: 5207.049805
	Iteration 6F: 3 clusters Score -4537226 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21554 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -4538803.000000 Penalty: 5207.049805
	Iteration 7F: 3 clusters Score -4538803 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -4540436.000000 Penalty: 5207.049805
	Iteration 8F: 3 clusters Score -4540436 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -4541854.000000 Penalty: 5207.049805
	Iteration 9F: 3 clusters Score -4541854 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -4542783.500000 Penalty: 5207.049805
	Iteration 10Q: 3 clusters Score -4542784 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25109 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -4543271.000000 Penalty: 5207.049805
	Iteration 11Q: 3 clusters Score -4543271 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -4543527.500000 Penalty: 5207.049805
	Iteration 12Q: 3 clusters Score -4543528 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -4543763.500000 Penalty: 5207.049805
	Iteration 13Q: 3 clusters Score -4543764 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -4543905.000000 Penalty: 5207.049805
	Iteration 14Q: 3 clusters Score -4543905 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -4544025.000000 Penalty: 5207.049805
	Iteration 15Q: 3 clusters Score -4544025 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -4544122.500000 Penalty: 5207.049805
	Iteration 16Q: 3 clusters Score -4544122 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -4544206.000000 Penalty: 5207.049805
	Iteration 17Q: 3 clusters Score -4544206 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -4544270.000000 Penalty: 5207.049805
	Iteration 18Q: 3 clusters Score -4544270 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -4544333.000000 Penalty: 5207.049805
	Iteration 19Q: 3 clusters Score -4544333 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28103 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -4544390.000000 Penalty: 5207.049805
	Iteration 20F: 3 clusters Score -4544390 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -4544421.500000 Penalty: 5207.049805
	Iteration 21Q: 3 clusters Score -4544422 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -4544472.500000 Penalty: 5207.049805
	Iteration 22Q: 3 clusters Score -4544472 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -4544526.500000 Penalty: 5207.049805
	Iteration 23Q: 3 clusters Score -4544526 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -4544555.000000 Penalty: 5207.049805
	Iteration 24Q: 3 clusters Score -4544555 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -4544587.500000 Penalty: 5207.049805
	Iteration 25Q: 3 clusters Score -4544588 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -4544619.000000 Penalty: 5207.049805
	Iteration 26Q: 3 clusters Score -4544619 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29541 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -4544653.000000 Penalty: 5207.049805
	Iteration 27Q: 3 clusters Score -4544653 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -4544691.000000 Penalty: 5207.049805
	Iteration 28Q: 3 clusters Score -4544691 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29920 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -4544731.500000 Penalty: 5207.049805
	Iteration 29Q: 3 clusters Score -4544732 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30080 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -4544765.500000 Penalty: 5207.049805
	Iteration 30Q: 3 clusters Score -4544766 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30241 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -4544804.000000 Penalty: 5207.049805
	Iteration 31Q: 3 clusters Score -4544804 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30398 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -4544827.000000 Penalty: 5207.049805
	Iteration 32Q: 3 clusters Score -4544827 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -4544848.500000 Penalty: 5207.049805
	Iteration 33Q: 3 clusters Score -4544848 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30705 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -4544896.000000 Penalty: 5207.049805
	Iteration 34Q: 3 clusters Score -4544896 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30852 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -4544915.500000 Penalty: 5207.049805
	Iteration 35Q: 3 clusters Score -4544916 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -4544949.500000 Penalty: 5207.049805
	Iteration 36Q: 3 clusters Score -4544950 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -4544977.000000 Penalty: 5207.049805
	Iteration 37Q: 3 clusters Score -4544977 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -4545033.500000 Penalty: 5207.049805
	Iteration 38Q: 3 clusters Score -4545034 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31565 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -4545070.000000 Penalty: 5207.049805
	Iteration 39Q: 3 clusters Score -4545070 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31778 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -4545130.000000 Penalty: 5207.049805
	Iteration 40F: 3 clusters Score -4545130 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31971 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -4545186.500000 Penalty: 5207.049805
	Iteration 41Q: 3 clusters Score -4545186 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -4545211.000000 Penalty: 5207.049805
	Iteration 42Q: 3 clusters Score -4545211 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -4545272.000000 Penalty: 5207.049805
	Iteration 43Q: 3 clusters Score -4545272 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -4545290.000000 Penalty: 5207.049805
	Iteration 44Q: 3 clusters Score -4545290 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32601 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -4545326.000000 Penalty: 5207.049805
	Iteration 45Q: 3 clusters Score -4545326 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -4545346.000000 Penalty: 5207.049805
	Iteration 46Q: 3 clusters Score -4545346 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -4545368.000000 Penalty: 5207.049805
	Iteration 47Q: 3 clusters Score -4545368 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -4545413.000000 Penalty: 5207.049805
	Iteration 48Q: 3 clusters Score -4545413 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33065 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -4545439.500000 Penalty: 5207.049805
	Iteration 49Q: 3 clusters Score -4545440 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -4545474.000000 Penalty: 5207.049805
	Iteration 50Q: 3 clusters Score -4545474 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33267 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -4545493.500000 Penalty: 5207.049805
	Iteration 51Q: 3 clusters Score -4545494 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -4545512.500000 Penalty: 5207.049805
	Iteration 52Q: 3 clusters Score -4545512 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33484 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -4545543.500000 Penalty: 5207.049805
	Iteration 53Q: 3 clusters Score -4545544 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33591 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -4545585.500000 Penalty: 5207.049805
	Iteration 54Q: 3 clusters Score -4545586 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33681 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -4545634.000000 Penalty: 5207.049805
	Iteration 55Q: 3 clusters Score -4545634 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33772 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -4545660.000000 Penalty: 5207.049805
	Iteration 56Q: 3 clusters Score -4545660 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33868 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -4545671.500000 Penalty: 5207.049805
	Iteration 57Q: 3 clusters Score -4545672 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33950 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -4545696.000000 Penalty: 5207.049805
	Iteration 58Q: 3 clusters Score -4545696 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34022 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -4545725.500000 Penalty: 5207.049805
	Iteration 59Q: 3 clusters Score -4545726 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34087 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -4545748.000000 Penalty: 5207.049805
	Iteration 60F: 3 clusters Score -4545748 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34148 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -4545766.000000 Penalty: 5207.049805
	Iteration 61Q: 3 clusters Score -4545766 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34202 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -4545783.000000 Penalty: 5207.049805
	Iteration 62Q: 3 clusters Score -4545783 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -4545792.500000 Penalty: 5207.049805
	Iteration 63Q: 3 clusters Score -4545792 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -4545789.500000 Penalty: 5207.049805
	Iteration 64Q: 3 clusters Score -4545790 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34326 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -4545810.500000 Penalty: 5207.049805
	Iteration 65Q: 3 clusters Score -4545810 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34371 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -4545815.500000 Penalty: 5207.049805
	Iteration 66Q: 3 clusters Score -4545816 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34420 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -4545835.000000 Penalty: 5207.049805
	Iteration 67Q: 3 clusters Score -4545835 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -4545840.500000 Penalty: 5207.049805
	Iteration 68Q: 3 clusters Score -4545840 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -4545855.000000 Penalty: 5207.049805
	Iteration 69Q: 3 clusters Score -4545855 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34511 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -4545865.000000 Penalty: 5207.049805
	Iteration 70Q: 3 clusters Score -4545865 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -4545864.000000 Penalty: 5207.049805
	Iteration 71Q: 3 clusters Score -4545864 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -4545869.000000 Penalty: 5207.049805
	Iteration 72Q: 3 clusters Score -4545869 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34577 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4545869.500000 Penalty: 5207.049805
	Iteration 73Q: 3 clusters Score -4545870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -4545873.500000 Penalty: 5207.049805
	Iteration 74Q: 3 clusters Score -4545874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -4545873.000000 Penalty: 5207.049805
	Iteration 75Q: 3 clusters Score -4545873 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34620 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -4545875.000000 Penalty: 5207.049805
	Iteration 76Q: 3 clusters Score -4545875 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34639 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -4545882.500000 Penalty: 5207.049805
	Iteration 77Q: 3 clusters Score -4545882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34654 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -4545883.000000 Penalty: 5207.049805
	Iteration 78Q: 3 clusters Score -4545883 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -4545885.000000 Penalty: 5207.049805
	Iteration 79Q: 3 clusters Score -4545885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34687 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -4545891.000000 Penalty: 5207.049805
	Iteration 80F: 3 clusters Score -4545891 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -4545893.000000 Penalty: 5207.049805
	Iteration 81Q: 3 clusters Score -4545893 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -4545893.000000 Penalty: 5207.049805
	Iteration 82Q: 3 clusters Score -4545893 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -4545893.000000 Penalty: 5207.049805
	Iteration 83Q: 3 clusters Score -4545893 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34777 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -4545908.000000 Penalty: 5207.049805
	Iteration 84Q: 3 clusters Score -4545908 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34797 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -4545911.500000 Penalty: 5207.049805
	Iteration 85Q: 3 clusters Score -4545912 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -4545924.000000 Penalty: 5207.049805
	Iteration 86Q: 3 clusters Score -4545924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34840 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -4545932.500000 Penalty: 5207.049805
	Iteration 87Q: 3 clusters Score -4545932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -4545933.500000 Penalty: 5207.049805
	Iteration 88Q: 3 clusters Score -4545934 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34879 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -4545949.500000 Penalty: 5207.049805
	Iteration 89Q: 3 clusters Score -4545950 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -4545953.000000 Penalty: 5207.049805
	Iteration 90Q: 3 clusters Score -4545953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34903 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -4545955.000000 Penalty: 5207.049805
	Iteration 91Q: 3 clusters Score -4545955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34916 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -4545955.500000 Penalty: 5207.049805
	Iteration 92Q: 3 clusters Score -4545956 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34934 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -4545967.500000 Penalty: 5207.049805
	Iteration 93Q: 3 clusters Score -4545968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -4545968.500000 Penalty: 5207.049805
	Iteration 94Q: 3 clusters Score -4545968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -4545965.000000 Penalty: 5207.049805
	Iteration 95Q: 3 clusters Score -4545965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -4545966.000000 Penalty: 5207.049805
	Iteration 96Q: 3 clusters Score -4545966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -4545966.000000 Penalty: 5207.049805
	Iteration 97Q: 3 clusters Score -4545966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34988 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -4545968.000000 Penalty: 5207.049805
	Iteration 98Q: 3 clusters Score -4545968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34999 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -4545964.000000 Penalty: 5207.049805
	Iteration 99Q: 3 clusters Score -4545964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35007 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -4545967.500000 Penalty: 5207.049805
	Iteration 100F: 3 clusters Score -4545968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35014 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -4545977.000000 Penalty: 5207.049805
	Iteration 101Q: 3 clusters Score -4545977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35022 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -4545977.000000 Penalty: 5207.049805
	Iteration 102Q: 3 clusters Score -4545977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35030 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -4545975.500000 Penalty: 5207.049805
	Iteration 103Q: 3 clusters Score -4545976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -4545977.500000 Penalty: 5207.049805
	Iteration 104Q: 3 clusters Score -4545978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35045 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -4545991.000000 Penalty: 5207.049805
	Iteration 105Q: 3 clusters Score -4545991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -4545991.000000 Penalty: 5207.049805
	Iteration 106Q: 3 clusters Score -4545991 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -4545993.000000 Penalty: 5207.049805
	Iteration 107Q: 3 clusters Score -4545993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35074 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -4545993.500000 Penalty: 5207.049805
	Iteration 108Q: 3 clusters Score -4545994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35080 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -4545996.000000 Penalty: 5207.049805
	Iteration 109Q: 3 clusters Score -4545996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35085 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -4546002.500000 Penalty: 5207.049805
	Iteration 110Q: 3 clusters Score -4546002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35095 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -4545999.000000 Penalty: 5207.049805
	Iteration 111Q: 3 clusters Score -4545999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35105 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -4546003.500000 Penalty: 5207.049805
	Iteration 112Q: 3 clusters Score -4546004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35109 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -4546009.000000 Penalty: 5207.049805
	Iteration 113Q: 3 clusters Score -4546009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35112 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -4546010.500000 Penalty: 5207.049805
	Iteration 114Q: 3 clusters Score -4546010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -4546008.500000 Penalty: 5207.049805
	Iteration 115Q: 3 clusters Score -4546008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -4546014.500000 Penalty: 5207.049805
	Iteration 116Q: 3 clusters Score -4546014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35130 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -4546019.500000 Penalty: 5207.049805
	Iteration 117Q: 3 clusters Score -4546020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35146 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -4546028.500000 Penalty: 5207.049805
	Iteration 118Q: 3 clusters Score -4546028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35153 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4546026.500000 Penalty: 5207.049805
	Iteration 119Q: 3 clusters Score -4546026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35159 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4546032.000000 Penalty: 5207.049805
	Iteration 120F: 3 clusters Score -4546032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -4546029.500000 Penalty: 5207.049805
	Iteration 121Q: 3 clusters Score -4546030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35173 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -4546038.000000 Penalty: 5207.049805
	Iteration 122Q: 3 clusters Score -4546038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35180 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -4546040.500000 Penalty: 5207.049805
	Iteration 123Q: 3 clusters Score -4546040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35187 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -4546041.500000 Penalty: 5207.049805
	Iteration 124Q: 3 clusters Score -4546042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35194 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4546039.500000 Penalty: 5207.049805
	Iteration 125Q: 3 clusters Score -4546040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -4546038.000000 Penalty: 5207.049805
	Iteration 126Q: 3 clusters Score -4546038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35204 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -4546038.000000 Penalty: 5207.049805
	Iteration 127Q: 3 clusters Score -4546038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -4546039.500000 Penalty: 5207.049805
	Iteration 128Q: 3 clusters Score -4546040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35211 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -4546041.500000 Penalty: 5207.049805
	Iteration 129Q: 3 clusters Score -4546042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35215 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4546039.500000 Penalty: 5207.049805
	Iteration 130Q: 3 clusters Score -4546040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35219 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -4546049.500000 Penalty: 5207.049805
	Iteration 131Q: 3 clusters Score -4546050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35222 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4546049.000000 Penalty: 5207.049805
	Iteration 132Q: 3 clusters Score -4546049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35225 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4546048.000000 Penalty: 5207.049805
	Iteration 133Q: 3 clusters Score -4546048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35227 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -4546047.500000 Penalty: 5207.049805
	Iteration 134Q: 3 clusters Score -4546048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35227 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -4546047.500000 Penalty: 5207.049805
	Iteration 135F: 3 clusters Score -4546048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Entering Unmasked Estep 
Score: -246381.671875 Penalty: 1892.234009
	Iteration 0F: 2 clusters Score -246381.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -243719.718750 Penalty: 3784.468018
	Iteration 0F: 3 clusters Score -243719.7 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -244193.812500 Penalty: 3784.468018
	Iteration 1F: 3 clusters Score -244193.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -244311.265625 Penalty: 3784.468018
	Iteration 2F: 3 clusters Score -244311.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -244359.140625 Penalty: 3784.468018
	Iteration 3Q: 3 clusters Score -244359.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -244401.921875 Penalty: 3784.468018
	Iteration 4Q: 3 clusters Score -244401.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -244440.328125 Penalty: 3784.468018
	Iteration 5Q: 3 clusters Score -244440.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -244463.843750 Penalty: 3784.468018
	Iteration 6Q: 3 clusters Score -244463.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -244482.296875 Penalty: 3784.468018
	Iteration 7Q: 3 clusters Score -244482.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -244493.390625 Penalty: 3784.468018
	Iteration 8Q: 3 clusters Score -244493.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -244504.921875 Penalty: 3784.468018
	Iteration 9Q: 3 clusters Score -244504.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -244510.375000 Penalty: 3784.468018
	Iteration 10Q: 3 clusters Score -244510.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -244517.000000 Penalty: 3784.468018
	Iteration 11Q: 3 clusters Score -244517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -244521.250000 Penalty: 3784.468018
	Iteration 12Q: 3 clusters Score -244521.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -244526.625000 Penalty: 3784.468018
	Iteration 13Q: 3 clusters Score -244526.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -244533.609375 Penalty: 3784.468018
	Iteration 14Q: 3 clusters Score -244533.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -244544.562500 Penalty: 3784.468018
	Iteration 15Q: 3 clusters Score -244544.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -244553.671875 Penalty: 3784.468018
	Iteration 16Q: 3 clusters Score -244553.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -244561.312500 Penalty: 3784.468018
	Iteration 17Q: 3 clusters Score -244561.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -244566.953125 Penalty: 3784.468018
	Iteration 18Q: 3 clusters Score -244567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -244569.875000 Penalty: 3784.468018
	Iteration 19Q: 3 clusters Score -244569.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -244570.937500 Penalty: 3784.468018
	Iteration 20F: 3 clusters Score -244570.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -244572.187500 Penalty: 3784.468018
	Iteration 21Q: 3 clusters Score -244572.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -244575.515625 Penalty: 3784.468018
	Iteration 22Q: 3 clusters Score -244575.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -244579.578125 Penalty: 3784.468018
	Iteration 23Q: 3 clusters Score -244579.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -244581.531250 Penalty: 3784.468018
	Iteration 24Q: 3 clusters Score -244581.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -244581.484375 Penalty: 3784.468018
	Iteration 25Q: 3 clusters Score -244581.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -244582.531250 Penalty: 3784.468018
	Iteration 26Q: 3 clusters Score -244582.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -244583.015625 Penalty: 3784.468018
	Iteration 27Q: 3 clusters Score -244583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -244583.359375 Penalty: 3784.468018
	Iteration 28Q: 3 clusters Score -244583.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -244585.203125 Penalty: 3784.468018
	Iteration 29Q: 3 clusters Score -244585.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -244587.875000 Penalty: 3784.468018
	Iteration 30Q: 3 clusters Score -244587.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -244592.156250 Penalty: 3784.468018
	Iteration 31Q: 3 clusters Score -244592.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -244593.906250 Penalty: 3784.468018
	Iteration 32Q: 3 clusters Score -244593.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -244594.968750 Penalty: 3784.468018
	Iteration 33Q: 3 clusters Score -244595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -244595.406250 Penalty: 3784.468018
	Iteration 34Q: 3 clusters Score -244595.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -244595.406250 Penalty: 3784.468018
	Iteration 35F: 3 clusters Score -244595.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Entering Unmasked Estep 
Score: -531511.750000 Penalty: 2088.001221
	Iteration 0F: 2 clusters Score -531511.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -527300.812500 Penalty: 4176.002441
	Iteration 0F: 3 clusters Score -527300.8 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -528378.687500 Penalty: 4176.002441
	Iteration 1F: 3 clusters Score -528378.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -528781.687500 Penalty: 4176.002441
	Iteration 2F: 3 clusters Score -528781.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -529071.625000 Penalty: 4176.002441
	Iteration 3F: 3 clusters Score -529071.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -529278.062500 Penalty: 4176.002441
	Iteration 4F: 3 clusters Score -529278.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -529460.250000 Penalty: 4176.002441
	Iteration 5Q: 3 clusters Score -529460.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -529634.375000 Penalty: 4176.002441
	Iteration 6Q: 3 clusters Score -529634.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -529768.187500 Penalty: 4176.002441
	Iteration 7Q: 3 clusters Score -529768.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -529875.125000 Penalty: 4176.002441
	Iteration 8Q: 3 clusters Score -529875.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -529954.625000 Penalty: 4176.002441
	Iteration 9Q: 3 clusters Score -529954.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -530043.250000 Penalty: 4176.002441
	Iteration 10Q: 3 clusters Score -530043.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -530122.000000 Penalty: 4176.002441
	Iteration 11Q: 3 clusters Score -530122 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -530181.750000 Penalty: 4176.002441
	Iteration 12Q: 3 clusters Score -530181.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -530230.437500 Penalty: 4176.002441
	Iteration 13Q: 3 clusters Score -530230.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -530299.250000 Penalty: 4176.002441
	Iteration 14Q: 3 clusters Score -530299.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -530364.125000 Penalty: 4176.002441
	Iteration 15Q: 3 clusters Score -530364.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -530412.375000 Penalty: 4176.002441
	Iteration 16Q: 3 clusters Score -530412.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -530449.875000 Penalty: 4176.002441
	Iteration 17Q: 3 clusters Score -530449.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -530468.625000 Penalty: 4176.002441
	Iteration 18Q: 3 clusters Score -530468.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -530484.312500 Penalty: 4176.002441
	Iteration 19Q: 3 clusters Score -530484.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -530496.062500 Penalty: 4176.002441
	Iteration 20F: 3 clusters Score -530496.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -530507.187500 Penalty: 4176.002441
	Iteration 21Q: 3 clusters Score -530507.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -530511.750000 Penalty: 4176.002441
	Iteration 22Q: 3 clusters Score -530511.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -530515.687500 Penalty: 4176.002441
	Iteration 23Q: 3 clusters Score -530515.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -530517.812500 Penalty: 4176.002441
	Iteration 24Q: 3 clusters Score -530517.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -530519.250000 Penalty: 4176.002441
	Iteration 25Q: 3 clusters Score -530519.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -530519.625000 Penalty: 4176.002441
	Iteration 26Q: 3 clusters Score -530519.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -530519.562500 Penalty: 4176.002441
	Iteration 27Q: 3 clusters Score -530519.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -530519.750000 Penalty: 4176.002441
	Iteration 28Q: 3 clusters Score -530519.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -530520.187500 Penalty: 4176.002441
	Iteration 29Q: 3 clusters Score -530520.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -530520.000000 Penalty: 4176.002441
	Iteration 30Q: 3 clusters Score -530520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -530520.875000 Penalty: 4176.002441
	Iteration 31Q: 3 clusters Score -530520.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -530521.625000 Penalty: 4176.002441
	Iteration 32Q: 3 clusters Score -530521.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -530522.250000 Penalty: 4176.002441
	Iteration 33Q: 3 clusters Score -530522.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -530522.500000 Penalty: 4176.002441
	Iteration 34Q: 3 clusters Score -530522.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -530522.562500 Penalty: 4176.002441
	Iteration 35Q: 3 clusters Score -530522.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -530522.687500 Penalty: 4176.002441
	Iteration 36Q: 3 clusters Score -530522.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -530522.937500 Penalty: 4176.002441
	Iteration 37Q: 3 clusters Score -530522.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -530522.937500 Penalty: 4176.002441
	Iteration 38F: 3 clusters Score -530522.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Entering Unmasked Estep 
Score: -233016.703125 Penalty: 1873.734619
	Iteration 0F: 2 clusters Score -233016.7 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 930 members 
Entering Unmasked Estep 
Score: -230451.078125 Penalty: 3747.469238
	Iteration 0F: 3 clusters Score -230451.1 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -230895.078125 Penalty: 3747.469238
	Iteration 1F: 3 clusters Score -230895.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -231005.187500 Penalty: 3747.469238
	Iteration 2F: 3 clusters Score -231005.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -231071.140625 Penalty: 3747.469238
	Iteration 3Q: 3 clusters Score -231071.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -231114.875000 Penalty: 3747.469238
	Iteration 4Q: 3 clusters Score -231114.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -231149.671875 Penalty: 3747.469238
	Iteration 5Q: 3 clusters Score -231149.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -231169.343750 Penalty: 3747.469238
	Iteration 6Q: 3 clusters Score -231169.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -231184.890625 Penalty: 3747.469238
	Iteration 7Q: 3 clusters Score -231184.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -231195.625000 Penalty: 3747.469238
	Iteration 8Q: 3 clusters Score -231195.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -231202.671875 Penalty: 3747.469238
	Iteration 9Q: 3 clusters Score -231202.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -231208.859375 Penalty: 3747.469238
	Iteration 10Q: 3 clusters Score -231208.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -231212.343750 Penalty: 3747.469238
	Iteration 11Q: 3 clusters Score -231212.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -231213.968750 Penalty: 3747.469238
	Iteration 12Q: 3 clusters Score -231214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -231215.531250 Penalty: 3747.469238
	Iteration 13Q: 3 clusters Score -231215.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -231217.359375 Penalty: 3747.469238
	Iteration 14Q: 3 clusters Score -231217.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -231218.937500 Penalty: 3747.469238
	Iteration 15Q: 3 clusters Score -231218.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -231220.578125 Penalty: 3747.469238
	Iteration 16Q: 3 clusters Score -231220.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -231220.578125 Penalty: 3747.469238
	Iteration 17F: 3 clusters Score -231220.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Entering Unmasked Estep 
Score: -298526.656250 Penalty: 1953.594482
	Iteration 0F: 2 clusters Score -298526.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -295445.156250 Penalty: 3907.188965
	Iteration 0F: 3 clusters Score -295445.2 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -296108.687500 Penalty: 3907.188965
	Iteration 1F: 3 clusters Score -296108.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -296361.531250 Penalty: 3907.188965
	Iteration 2F: 3 clusters Score -296361.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -296514.500000 Penalty: 3907.188965
	Iteration 3F: 3 clusters Score -296514.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -296644.062500 Penalty: 3907.188965
	Iteration 4Q: 3 clusters Score -296644.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -296764.187500 Penalty: 3907.188965
	Iteration 5Q: 3 clusters Score -296764.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -296861.093750 Penalty: 3907.188965
	Iteration 6Q: 3 clusters Score -296861.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -296953.375000 Penalty: 3907.188965
	Iteration 7Q: 3 clusters Score -296953.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -297027.093750 Penalty: 3907.188965
	Iteration 8Q: 3 clusters Score -297027.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -297080.406250 Penalty: 3907.188965
	Iteration 9Q: 3 clusters Score -297080.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -297114.312500 Penalty: 3907.188965
	Iteration 10Q: 3 clusters Score -297114.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -297140.500000 Penalty: 3907.188965
	Iteration 11Q: 3 clusters Score -297140.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -297166.187500 Penalty: 3907.188965
	Iteration 12Q: 3 clusters Score -297166.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -297187.718750 Penalty: 3907.188965
	Iteration 13Q: 3 clusters Score -297187.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -297204.187500 Penalty: 3907.188965
	Iteration 14Q: 3 clusters Score -297204.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -297218.031250 Penalty: 3907.188965
	Iteration 15Q: 3 clusters Score -297218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -297231.437500 Penalty: 3907.188965
	Iteration 16Q: 3 clusters Score -297231.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -297240.343750 Penalty: 3907.188965
	Iteration 17Q: 3 clusters Score -297240.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -297249.281250 Penalty: 3907.188965
	Iteration 18Q: 3 clusters Score -297249.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -297264.843750 Penalty: 3907.188965
	Iteration 19Q: 3 clusters Score -297264.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -297274.750000 Penalty: 3907.188965
	Iteration 20F: 3 clusters Score -297274.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -297284.031250 Penalty: 3907.188965
	Iteration 21Q: 3 clusters Score -297284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -297288.062500 Penalty: 3907.188965
	Iteration 22Q: 3 clusters Score -297288.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -297293.500000 Penalty: 3907.188965
	Iteration 23Q: 3 clusters Score -297293.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -297294.750000 Penalty: 3907.188965
	Iteration 24Q: 3 clusters Score -297294.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -297297.218750 Penalty: 3907.188965
	Iteration 25Q: 3 clusters Score -297297.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -297298.375000 Penalty: 3907.188965
	Iteration 26Q: 3 clusters Score -297298.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -297300.656250 Penalty: 3907.188965
	Iteration 27Q: 3 clusters Score -297300.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -297301.875000 Penalty: 3907.188965
	Iteration 28Q: 3 clusters Score -297301.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -297304.437500 Penalty: 3907.188965
	Iteration 29Q: 3 clusters Score -297304.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -297306.125000 Penalty: 3907.188965
	Iteration 30Q: 3 clusters Score -297306.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -297305.843750 Penalty: 3907.188965
	Iteration 31Q: 3 clusters Score -297305.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -297305.843750 Penalty: 3907.188965
	Iteration 32F: 3 clusters Score -297305.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (212403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212403 members 
Entering Unmasked Estep 
Score: -26429242.000000 Penalty: 3042.027832
	Iteration 0F: 2 clusters Score -2.642924e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106162 members 
Mstep: Class 2 contains 106241 members 
Entering Unmasked Estep 
Score: -26294154.000000 Penalty: 6084.055664
	Iteration 0F: 3 clusters Score -2.629415e+07 nChanged 102321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104533 members 
Mstep: Class 2 contains 107870 members 
Entering Unmasked Estep 
Score: -26354694.000000 Penalty: 6084.055664
	Iteration 1F: 3 clusters Score -2.635469e+07 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103229 members 
Mstep: Class 2 contains 109174 members 
Entering Unmasked Estep 
Score: -26356060.000000 Penalty: 6084.055664
	Iteration 2Q: 3 clusters Score -2.635606e+07 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101264 members 
Mstep: Class 2 contains 111139 members 
Entering Unmasked Estep 
Score: -26358224.000000 Penalty: 6084.055664
	Iteration 3Q: 3 clusters Score -2.635822e+07 nChanged 7604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98590 members 
Mstep: Class 2 contains 113813 members 
Entering Unmasked Estep 
Score: -26361380.000000 Penalty: 6084.055664
	Iteration 4Q: 3 clusters Score -2.636138e+07 nChanged 8721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95119 members 
Mstep: Class 2 contains 117284 members 
Entering Unmasked Estep 
Score: -26365674.000000 Penalty: 6084.055664
	Iteration 5Q: 3 clusters Score -2.636567e+07 nChanged 9761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90992 members 
Mstep: Class 2 contains 121411 members 
Entering Unmasked Estep 
Score: -26370662.000000 Penalty: 6084.055664
	Iteration 6Q: 3 clusters Score -2.637066e+07 nChanged 11084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86454 members 
Mstep: Class 2 contains 125949 members 
Entering Unmasked Estep 
Score: -26377502.000000 Penalty: 6084.055664
	Iteration 7F: 3 clusters Score -2.63775e+07 nChanged 12258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82124 members 
Mstep: Class 2 contains 130279 members 
Entering Unmasked Estep 
Score: -26386312.000000 Penalty: 6084.055664
	Iteration 8F: 3 clusters Score -2.638631e+07 nChanged 13059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78741 members 
Mstep: Class 2 contains 133662 members 
Entering Unmasked Estep 
Score: -26395678.000000 Penalty: 6084.055664
	Iteration 9F: 3 clusters Score -2.639568e+07 nChanged 12440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76619 members 
Mstep: Class 2 contains 135784 members 
Entering Unmasked Estep 
Score: -26403868.000000 Penalty: 6084.055664
	Iteration 10F: 3 clusters Score -2.640387e+07 nChanged 9912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75059 members 
Mstep: Class 2 contains 137344 members 
Entering Unmasked Estep 
Score: -26408358.000000 Penalty: 6084.055664
	Iteration 11Q: 3 clusters Score -2.640836e+07 nChanged 6553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73566 members 
Mstep: Class 2 contains 138837 members 
Entering Unmasked Estep 
Score: -26410276.000000 Penalty: 6084.055664
	Iteration 12Q: 3 clusters Score -2.641028e+07 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72063 members 
Mstep: Class 2 contains 140340 members 
Entering Unmasked Estep 
Score: -26411124.000000 Penalty: 6084.055664
	Iteration 13Q: 3 clusters Score -2.641112e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70527 members 
Mstep: Class 2 contains 141876 members 
Entering Unmasked Estep 
Score: -26411718.000000 Penalty: 6084.055664
	Iteration 14Q: 3 clusters Score -2.641172e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68905 members 
Mstep: Class 2 contains 143498 members 
Entering Unmasked Estep 
Score: -26412232.000000 Penalty: 6084.055664
	Iteration 15Q: 3 clusters Score -2.641223e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67222 members 
Mstep: Class 2 contains 145181 members 
Entering Unmasked Estep 
Score: -26412492.000000 Penalty: 6084.055664
	Iteration 16Q: 3 clusters Score -2.641249e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65553 members 
Mstep: Class 2 contains 146850 members 
Entering Unmasked Estep 
Score: -26413036.000000 Penalty: 6084.055664
	Iteration 17Q: 3 clusters Score -2.641304e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63846 members 
Mstep: Class 2 contains 148557 members 
Entering Unmasked Estep 
Score: -26413504.000000 Penalty: 6084.055664
	Iteration 18Q: 3 clusters Score -2.64135e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62160 members 
Mstep: Class 2 contains 150243 members 
Entering Unmasked Estep 
Score: -26413832.000000 Penalty: 6084.055664
	Iteration 19Q: 3 clusters Score -2.641383e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60431 members 
Mstep: Class 2 contains 151972 members 
Entering Unmasked Estep 
Score: -26414132.000000 Penalty: 6084.055664
	Iteration 20F: 3 clusters Score -2.641413e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58692 members 
Mstep: Class 2 contains 153711 members 
Entering Unmasked Estep 
Score: -26414486.000000 Penalty: 6084.055664
	Iteration 21Q: 3 clusters Score -2.641449e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56938 members 
Mstep: Class 2 contains 155465 members 
Entering Unmasked Estep 
Score: -26414902.000000 Penalty: 6084.055664
	Iteration 22Q: 3 clusters Score -2.64149e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55108 members 
Mstep: Class 2 contains 157295 members 
Entering Unmasked Estep 
Score: -26415374.000000 Penalty: 6084.055664
	Iteration 23Q: 3 clusters Score -2.641537e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53320 members 
Mstep: Class 2 contains 159083 members 
Entering Unmasked Estep 
Score: -26415598.000000 Penalty: 6084.055664
	Iteration 24Q: 3 clusters Score -2.64156e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51469 members 
Mstep: Class 2 contains 160934 members 
Entering Unmasked Estep 
Score: -26415904.000000 Penalty: 6084.055664
	Iteration 25Q: 3 clusters Score -2.64159e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49664 members 
Mstep: Class 2 contains 162739 members 
Entering Unmasked Estep 
Score: -26416206.000000 Penalty: 6084.055664
	Iteration 26Q: 3 clusters Score -2.641621e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47885 members 
Mstep: Class 2 contains 164518 members 
Entering Unmasked Estep 
Score: -26416412.000000 Penalty: 6084.055664
	Iteration 27Q: 3 clusters Score -2.641641e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46078 members 
Mstep: Class 2 contains 166325 members 
Entering Unmasked Estep 
Score: -26416728.000000 Penalty: 6084.055664
	Iteration 28Q: 3 clusters Score -2.641673e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44186 members 
Mstep: Class 2 contains 168217 members 
Entering Unmasked Estep 
Score: -26416896.000000 Penalty: 6084.055664
	Iteration 29Q: 3 clusters Score -2.64169e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42360 members 
Mstep: Class 2 contains 170043 members 
Entering Unmasked Estep 
Score: -26416978.000000 Penalty: 6084.055664
	Iteration 30Q: 3 clusters Score -2.641698e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40587 members 
Mstep: Class 2 contains 171816 members 
Entering Unmasked Estep 
Score: -26417192.000000 Penalty: 6084.055664
	Iteration 31Q: 3 clusters Score -2.641719e+07 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 173625 members 
Entering Unmasked Estep 
Score: -26417542.000000 Penalty: 6084.055664
	Iteration 32Q: 3 clusters Score -2.641754e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36950 members 
Mstep: Class 2 contains 175453 members 
Entering Unmasked Estep 
Score: -26417858.000000 Penalty: 6084.055664
	Iteration 33Q: 3 clusters Score -2.641786e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 177229 members 
Entering Unmasked Estep 
Score: -26418162.000000 Penalty: 6084.055664
	Iteration 34Q: 3 clusters Score -2.641816e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33480 members 
Mstep: Class 2 contains 178923 members 
Entering Unmasked Estep 
Score: -26418250.000000 Penalty: 6084.055664
	Iteration 35Q: 3 clusters Score -2.641825e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 180670 members 
Entering Unmasked Estep 
Score: -26418636.000000 Penalty: 6084.055664
	Iteration 36Q: 3 clusters Score -2.641864e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 182465 members 
Entering Unmasked Estep 
Score: -26418912.000000 Penalty: 6084.055664
	Iteration 37Q: 3 clusters Score -2.641891e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 184169 members 
Entering Unmasked Estep 
Score: -26419230.000000 Penalty: 6084.055664
	Iteration 38Q: 3 clusters Score -2.641923e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 185808 members 
Entering Unmasked Estep 
Score: -26419486.000000 Penalty: 6084.055664
	Iteration 39Q: 3 clusters Score -2.641949e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 187501 members 
Entering Unmasked Estep 
Score: -26419726.000000 Penalty: 6084.055664
	Iteration 40F: 3 clusters Score -2.641973e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 189065 members 
Entering Unmasked Estep 
Score: -26419946.000000 Penalty: 6084.055664
	Iteration 41Q: 3 clusters Score -2.641995e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 190644 members 
Entering Unmasked Estep 
Score: -26420338.000000 Penalty: 6084.055664
	Iteration 42Q: 3 clusters Score -2.642034e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 192225 members 
Entering Unmasked Estep 
Score: -26420846.000000 Penalty: 6084.055664
	Iteration 43Q: 3 clusters Score -2.642085e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 193795 members 
Entering Unmasked Estep 
Score: -26421108.000000 Penalty: 6084.055664
	Iteration 44Q: 3 clusters Score -2.642111e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 195270 members 
Entering Unmasked Estep 
Score: -26421554.000000 Penalty: 6084.055664
	Iteration 45Q: 3 clusters Score -2.642155e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 196687 members 
Entering Unmasked Estep 
Score: -26422034.000000 Penalty: 6084.055664
	Iteration 46Q: 3 clusters Score -2.642203e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 197948 members 
Entering Unmasked Estep 
Score: -26422400.000000 Penalty: 6084.055664
	Iteration 47Q: 3 clusters Score -2.64224e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 199122 members 
Entering Unmasked Estep 
Score: -26422720.000000 Penalty: 6084.055664
	Iteration 48Q: 3 clusters Score -2.642272e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 200226 members 
Entering Unmasked Estep 
Score: -26423108.000000 Penalty: 6084.055664
	Iteration 49Q: 3 clusters Score -2.642311e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 201283 members 
Entering Unmasked Estep 
Score: -26423416.000000 Penalty: 6084.055664
	Iteration 50Q: 3 clusters Score -2.642342e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 202230 members 
Entering Unmasked Estep 
Score: -26423774.000000 Penalty: 6084.055664
	Iteration 51Q: 3 clusters Score -2.642377e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 203096 members 
Entering Unmasked Estep 
Score: -26424092.000000 Penalty: 6084.055664
	Iteration 52Q: 3 clusters Score -2.642409e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 203909 members 
Entering Unmasked Estep 
Score: -26424344.000000 Penalty: 6084.055664
	Iteration 53Q: 3 clusters Score -2.642434e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 204678 members 
Entering Unmasked Estep 
Score: -26424568.000000 Penalty: 6084.055664
	Iteration 54Q: 3 clusters Score -2.642457e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 205347 members 
Entering Unmasked Estep 
Score: -26424790.000000 Penalty: 6084.055664
	Iteration 55Q: 3 clusters Score -2.642479e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 205937 members 
Entering Unmasked Estep 
Score: -26424962.000000 Penalty: 6084.055664
	Iteration 56Q: 3 clusters Score -2.642496e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 206462 members 
Entering Unmasked Estep 
Score: -26425138.000000 Penalty: 6084.055664
	Iteration 57Q: 3 clusters Score -2.642514e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 206897 members 
Entering Unmasked Estep 
Score: -26425290.000000 Penalty: 6084.055664
	Iteration 58Q: 3 clusters Score -2.642529e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 207277 members 
Entering Unmasked Estep 
Score: -26425504.000000 Penalty: 6084.055664
	Iteration 59Q: 3 clusters Score -2.64255e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 207636 members 
Entering Unmasked Estep 
Score: -26425622.000000 Penalty: 6084.055664
	Iteration 60F: 3 clusters Score -2.642562e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 207949 members 
Entering Unmasked Estep 
Score: -26425702.000000 Penalty: 6084.055664
	Iteration 61Q: 3 clusters Score -2.64257e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 208235 members 
Entering Unmasked Estep 
Score: -26425816.000000 Penalty: 6084.055664
	Iteration 62Q: 3 clusters Score -2.642582e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 208492 members 
Entering Unmasked Estep 
Score: -26425878.000000 Penalty: 6084.055664
	Iteration 63Q: 3 clusters Score -2.642588e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 208719 members 
Entering Unmasked Estep 
Score: -26425946.000000 Penalty: 6084.055664
	Iteration 64Q: 3 clusters Score -2.642595e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 208920 members 
Entering Unmasked Estep 
Score: -26426028.000000 Penalty: 6084.055664
	Iteration 65Q: 3 clusters Score -2.642603e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 209081 members 
Entering Unmasked Estep 
Score: -26426088.000000 Penalty: 6084.055664
	Iteration 66Q: 3 clusters Score -2.642609e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 209220 members 
Entering Unmasked Estep 
Score: -26426092.000000 Penalty: 6084.055664
	Iteration 67Q: 3 clusters Score -2.642609e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 209351 members 
Entering Unmasked Estep 
Score: -26426150.000000 Penalty: 6084.055664
	Iteration 68Q: 3 clusters Score -2.642615e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 209471 members 
Entering Unmasked Estep 
Score: -26426196.000000 Penalty: 6084.055664
	Iteration 69Q: 3 clusters Score -2.64262e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 209593 members 
Entering Unmasked Estep 
Score: -26426204.000000 Penalty: 6084.055664
	Iteration 70Q: 3 clusters Score -2.64262e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 209696 members 
Entering Unmasked Estep 
Score: -26426274.000000 Penalty: 6084.055664
	Iteration 71Q: 3 clusters Score -2.642627e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 209765 members 
Entering Unmasked Estep 
Score: -26426264.000000 Penalty: 6084.055664
	Iteration 72Q: 3 clusters Score -2.642626e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 209840 members 
Entering Unmasked Estep 
Score: -26426312.000000 Penalty: 6084.055664
	Iteration 73Q: 3 clusters Score -2.642631e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 209907 members 
Entering Unmasked Estep 
Score: -26426330.000000 Penalty: 6084.055664
	Iteration 74Q: 3 clusters Score -2.642633e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 209960 members 
Entering Unmasked Estep 
Score: -26426414.000000 Penalty: 6084.055664
	Iteration 75Q: 3 clusters Score -2.642641e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 210015 members 
Entering Unmasked Estep 
Score: -26426426.000000 Penalty: 6084.055664
	Iteration 76Q: 3 clusters Score -2.642643e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 210066 members 
Entering Unmasked Estep 
Score: -26426466.000000 Penalty: 6084.055664
	Iteration 77Q: 3 clusters Score -2.642647e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 210100 members 
Entering Unmasked Estep 
Score: -26426488.000000 Penalty: 6084.055664
	Iteration 78Q: 3 clusters Score -2.642649e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 210130 members 
Entering Unmasked Estep 
Score: -26426470.000000 Penalty: 6084.055664
	Iteration 79Q: 3 clusters Score -2.642647e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 210164 members 
Entering Unmasked Estep 
Score: -26426510.000000 Penalty: 6084.055664
	Iteration 80F: 3 clusters Score -2.642651e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 210192 members 
Entering Unmasked Estep 
Score: -26426500.000000 Penalty: 6084.055664
	Iteration 81Q: 3 clusters Score -2.64265e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 210217 members 
Entering Unmasked Estep 
Score: -26426484.000000 Penalty: 6084.055664
	Iteration 82Q: 3 clusters Score -2.642648e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 210232 members 
Entering Unmasked Estep 
Score: -26426508.000000 Penalty: 6084.055664
	Iteration 83Q: 3 clusters Score -2.642651e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 210253 members 
Entering Unmasked Estep 
Score: -26426530.000000 Penalty: 6084.055664
	Iteration 84Q: 3 clusters Score -2.642653e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 210272 members 
Entering Unmasked Estep 
Score: -26426564.000000 Penalty: 6084.055664
	Iteration 85Q: 3 clusters Score -2.642656e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 210295 members 
Entering Unmasked Estep 
Score: -26426554.000000 Penalty: 6084.055664
	Iteration 86Q: 3 clusters Score -2.642655e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 210312 members 
Entering Unmasked Estep 
Score: -26426568.000000 Penalty: 6084.055664
	Iteration 87Q: 3 clusters Score -2.642657e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 210327 members 
Entering Unmasked Estep 
Score: -26426572.000000 Penalty: 6084.055664
	Iteration 88Q: 3 clusters Score -2.642657e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 210345 members 
Entering Unmasked Estep 
Score: -26426598.000000 Penalty: 6084.055664
	Iteration 89Q: 3 clusters Score -2.64266e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 210364 members 
Entering Unmasked Estep 
Score: -26426604.000000 Penalty: 6084.055664
	Iteration 90Q: 3 clusters Score -2.64266e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 210385 members 
Entering Unmasked Estep 
Score: -26426626.000000 Penalty: 6084.055664
	Iteration 91Q: 3 clusters Score -2.642663e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 210404 members 
Entering Unmasked Estep 
Score: -26426636.000000 Penalty: 6084.055664
	Iteration 92Q: 3 clusters Score -2.642664e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 210417 members 
Entering Unmasked Estep 
Score: -26426630.000000 Penalty: 6084.055664
	Iteration 93Q: 3 clusters Score -2.642663e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 210433 members 
Entering Unmasked Estep 
Score: -26426638.000000 Penalty: 6084.055664
	Iteration 94Q: 3 clusters Score -2.642664e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 210444 members 
Entering Unmasked Estep 
Score: -26426644.000000 Penalty: 6084.055664
	Iteration 95Q: 3 clusters Score -2.642664e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 210462 members 
Entering Unmasked Estep 
Score: -26426644.000000 Penalty: 6084.055664
	Iteration 96Q: 3 clusters Score -2.642664e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 210467 members 
Entering Unmasked Estep 
Score: -26426648.000000 Penalty: 6084.055664
	Iteration 97Q: 3 clusters Score -2.642665e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 210473 members 
Entering Unmasked Estep 
Score: -26426644.000000 Penalty: 6084.055664
	Iteration 98Q: 3 clusters Score -2.642664e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 210480 members 
Entering Unmasked Estep 
Score: -26426658.000000 Penalty: 6084.055664
	Iteration 99Q: 3 clusters Score -2.642666e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 210484 members 
Entering Unmasked Estep 
Score: -26426660.000000 Penalty: 6084.055664
	Iteration 100F: 3 clusters Score -2.642666e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 210488 members 
Entering Unmasked Estep 
Score: -26426682.000000 Penalty: 6084.055664
	Iteration 101Q: 3 clusters Score -2.642668e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 210489 members 
Entering Unmasked Estep 
Score: -26426670.000000 Penalty: 6084.055664
	Iteration 102Q: 3 clusters Score -2.642667e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 210495 members 
Entering Unmasked Estep 
Score: -26426670.000000 Penalty: 6084.055664
	Iteration 103Q: 3 clusters Score -2.642667e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 210501 members 
Entering Unmasked Estep 
Score: -26426664.000000 Penalty: 6084.055664
	Iteration 104Q: 3 clusters Score -2.642666e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 210513 members 
Entering Unmasked Estep 
Score: -26426694.000000 Penalty: 6084.055664
	Iteration 105Q: 3 clusters Score -2.642669e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 210523 members 
Entering Unmasked Estep 
Score: -26426680.000000 Penalty: 6084.055664
	Iteration 106Q: 3 clusters Score -2.642668e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 210533 members 
Entering Unmasked Estep 
Score: -26426712.000000 Penalty: 6084.055664
	Iteration 107Q: 3 clusters Score -2.642671e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 210537 members 
Entering Unmasked Estep 
Score: -26426718.000000 Penalty: 6084.055664
	Iteration 108Q: 3 clusters Score -2.642672e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 210544 members 
Entering Unmasked Estep 
Score: -26426710.000000 Penalty: 6084.055664
	Iteration 109Q: 3 clusters Score -2.642671e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 210550 members 
Entering Unmasked Estep 
Score: -26426702.000000 Penalty: 6084.055664
	Iteration 110Q: 3 clusters Score -2.64267e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 210553 members 
Entering Unmasked Estep 
Score: -26426712.000000 Penalty: 6084.055664
	Iteration 111Q: 3 clusters Score -2.642671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 210553 members 
Entering Unmasked Estep 
Score: -26426714.000000 Penalty: 6084.055664
	Iteration 112Q: 3 clusters Score -2.642671e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 210555 members 
Entering Unmasked Estep 
Score: -26426714.000000 Penalty: 6084.055664
	Iteration 113Q: 3 clusters Score -2.642671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 210553 members 
Entering Unmasked Estep 
Score: -26426706.000000 Penalty: 6084.055664
	Iteration 114Q: 3 clusters Score -2.642671e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 210554 members 
Entering Unmasked Estep 
Score: -26426698.000000 Penalty: 6084.055664
	Iteration 115Q: 3 clusters Score -2.64267e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 210556 members 
Entering Unmasked Estep 
Score: -26426708.000000 Penalty: 6084.055664
	Iteration 116Q: 3 clusters Score -2.642671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 210556 members 
Entering Unmasked Estep 
Score: -26426704.000000 Penalty: 6084.055664
	Iteration 117Q: 3 clusters Score -2.64267e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 210559 members 
Entering Unmasked Estep 
Score: -26426696.000000 Penalty: 6084.055664
	Iteration 118Q: 3 clusters Score -2.64267e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 210562 members 
Entering Unmasked Estep 
Score: -26426710.000000 Penalty: 6084.055664
	Iteration 119Q: 3 clusters Score -2.642671e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 210565 members 
Entering Unmasked Estep 
Score: -26426702.000000 Penalty: 6084.055664
	Iteration 120F: 3 clusters Score -2.64267e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 210564 members 
Entering Unmasked Estep 
Score: -26426708.000000 Penalty: 6084.055664
	Iteration 121Q: 3 clusters Score -2.642671e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 210564 members 
Entering Unmasked Estep 
Score: -26426708.000000 Penalty: 6084.055664
	Iteration 122F: 3 clusters Score -2.642671e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -27008.884766 Penalty: 1395.650024
	Iteration 0F: 2 clusters Score -27008.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -25828.425781 Penalty: 2791.300049
	Iteration 0F: 3 clusters Score -25828.43 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -25918.113281 Penalty: 2791.300049
	Iteration 1F: 3 clusters Score -25918.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -25945.638672 Penalty: 2791.300049
	Iteration 2Q: 3 clusters Score -25945.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -25951.832031 Penalty: 2791.300049
	Iteration 3Q: 3 clusters Score -25951.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -25958.017578 Penalty: 2791.300049
	Iteration 4Q: 3 clusters Score -25958.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -25958.017578 Penalty: 2791.300049
	Iteration 5F: 3 clusters Score -25958.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Entering Unmasked Estep 
Score: -2436488.000000 Penalty: 2448.587646
	Iteration 0F: 2 clusters Score -2436488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9765 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -2422780.500000 Penalty: 4897.175293
	Iteration 0F: 3 clusters Score -2422780 nChanged 8597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -2427209.750000 Penalty: 4897.175293
	Iteration 1F: 3 clusters Score -2427210 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -2427586.000000 Penalty: 4897.175293
	Iteration 2F: 3 clusters Score -2427586 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -2427962.000000 Penalty: 4897.175293
	Iteration 3Q: 3 clusters Score -2427962 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -2428412.500000 Penalty: 4897.175293
	Iteration 4Q: 3 clusters Score -2428412 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -2429007.750000 Penalty: 4897.175293
	Iteration 5F: 3 clusters Score -2429008 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -2429840.250000 Penalty: 4897.175293
	Iteration 6F: 3 clusters Score -2429840 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -2430927.750000 Penalty: 4897.175293
	Iteration 7F: 3 clusters Score -2430928 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -2432126.250000 Penalty: 4897.175293
	Iteration 8F: 3 clusters Score -2432126 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -2433113.000000 Penalty: 4897.175293
	Iteration 9F: 3 clusters Score -2433113 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2433828.750000 Penalty: 4897.175293
	Iteration 10Q: 3 clusters Score -2433829 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2434249.250000 Penalty: 4897.175293
	Iteration 11Q: 3 clusters Score -2434249 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2434456.250000 Penalty: 4897.175293
	Iteration 12Q: 3 clusters Score -2434456 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2434549.750000 Penalty: 4897.175293
	Iteration 13Q: 3 clusters Score -2434550 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -2434581.250000 Penalty: 4897.175293
	Iteration 14Q: 3 clusters Score -2434581 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2434609.500000 Penalty: 4897.175293
	Iteration 15Q: 3 clusters Score -2434610 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2434630.500000 Penalty: 4897.175293
	Iteration 16Q: 3 clusters Score -2434630 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2434646.000000 Penalty: 4897.175293
	Iteration 17Q: 3 clusters Score -2434646 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2434657.500000 Penalty: 4897.175293
	Iteration 18Q: 3 clusters Score -2434658 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2434672.250000 Penalty: 4897.175293
	Iteration 19Q: 3 clusters Score -2434672 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2434677.250000 Penalty: 4897.175293
	Iteration 20F: 3 clusters Score -2434677 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2434683.750000 Penalty: 4897.175293
	Iteration 21Q: 3 clusters Score -2434684 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2434686.000000 Penalty: 4897.175293
	Iteration 22Q: 3 clusters Score -2434686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2434686.500000 Penalty: 4897.175293
	Iteration 23Q: 3 clusters Score -2434686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2434694.000000 Penalty: 4897.175293
	Iteration 24Q: 3 clusters Score -2434694 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2434693.750000 Penalty: 4897.175293
	Iteration 25Q: 3 clusters Score -2434694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2434695.750000 Penalty: 4897.175293
	Iteration 26Q: 3 clusters Score -2434696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2434695.000000 Penalty: 4897.175293
	Iteration 27Q: 3 clusters Score -2434695 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2434699.000000 Penalty: 4897.175293
	Iteration 28Q: 3 clusters Score -2434699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2434699.750000 Penalty: 4897.175293
	Iteration 29Q: 3 clusters Score -2434700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2434703.750000 Penalty: 4897.175293
	Iteration 30Q: 3 clusters Score -2434704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2434705.000000 Penalty: 4897.175293
	Iteration 31Q: 3 clusters Score -2434705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2434703.250000 Penalty: 4897.175293
	Iteration 32Q: 3 clusters Score -2434703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2434703.500000 Penalty: 4897.175293
	Iteration 33Q: 3 clusters Score -2434704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2434706.000000 Penalty: 4897.175293
	Iteration 34Q: 3 clusters Score -2434706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2434706.000000 Penalty: 4897.175293
	Iteration 35F: 3 clusters Score -2434706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (76909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76909 members 
Entering Unmasked Estep 
Score: -9378034.000000 Penalty: 2790.093994
	Iteration 0F: 2 clusters Score -9378034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 38469 members 
Entering Unmasked Estep 
Score: -9326440.000000 Penalty: 5580.187988
	Iteration 0F: 3 clusters Score -9326440 nChanged 36138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38240 members 
Mstep: Class 2 contains 38669 members 
Entering Unmasked Estep 
Score: -9346679.000000 Penalty: 5580.187988
	Iteration 1F: 3 clusters Score -9346679 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38002 members 
Mstep: Class 2 contains 38907 members 
Entering Unmasked Estep 
Score: -9347323.000000 Penalty: 5580.187988
	Iteration 2Q: 3 clusters Score -9347323 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37575 members 
Mstep: Class 2 contains 39334 members 
Entering Unmasked Estep 
Score: -9347941.000000 Penalty: 5580.187988
	Iteration 3Q: 3 clusters Score -9347941 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36970 members 
Mstep: Class 2 contains 39939 members 
Entering Unmasked Estep 
Score: -9348534.000000 Penalty: 5580.187988
	Iteration 4Q: 3 clusters Score -9348534 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36226 members 
Mstep: Class 2 contains 40683 members 
Entering Unmasked Estep 
Score: -9349501.000000 Penalty: 5580.187988
	Iteration 5Q: 3 clusters Score -9349501 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35089 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -9350686.000000 Penalty: 5580.187988
	Iteration 6Q: 3 clusters Score -9350686 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33548 members 
Mstep: Class 2 contains 43361 members 
Entering Unmasked Estep 
Score: -9352402.000000 Penalty: 5580.187988
	Iteration 7Q: 3 clusters Score -9352402 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31561 members 
Mstep: Class 2 contains 45348 members 
Entering Unmasked Estep 
Score: -9354719.000000 Penalty: 5580.187988
	Iteration 8F: 3 clusters Score -9354719 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Mstep: Class 2 contains 47637 members 
Entering Unmasked Estep 
Score: -9357537.000000 Penalty: 5580.187988
	Iteration 9F: 3 clusters Score -9357537 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 49808 members 
Entering Unmasked Estep 
Score: -9360163.000000 Penalty: 5580.187988
	Iteration 10F: 3 clusters Score -9360163 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 51570 members 
Entering Unmasked Estep 
Score: -9362046.000000 Penalty: 5580.187988
	Iteration 11Q: 3 clusters Score -9362046 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 53015 members 
Entering Unmasked Estep 
Score: -9363320.000000 Penalty: 5580.187988
	Iteration 12Q: 3 clusters Score -9363320 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 54437 members 
Entering Unmasked Estep 
Score: -9364360.000000 Penalty: 5580.187988
	Iteration 13Q: 3 clusters Score -9364360 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 55967 members 
Entering Unmasked Estep 
Score: -9365491.000000 Penalty: 5580.187988
	Iteration 14Q: 3 clusters Score -9365491 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 57593 members 
Entering Unmasked Estep 
Score: -9366672.000000 Penalty: 5580.187988
	Iteration 15Q: 3 clusters Score -9366672 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 59273 members 
Entering Unmasked Estep 
Score: -9367859.000000 Penalty: 5580.187988
	Iteration 16Q: 3 clusters Score -9367859 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16013 members 
Mstep: Class 2 contains 60896 members 
Entering Unmasked Estep 
Score: -9368996.000000 Penalty: 5580.187988
	Iteration 17Q: 3 clusters Score -9368996 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 62489 members 
Entering Unmasked Estep 
Score: -9370233.000000 Penalty: 5580.187988
	Iteration 18Q: 3 clusters Score -9370233 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 63948 members 
Entering Unmasked Estep 
Score: -9371372.000000 Penalty: 5580.187988
	Iteration 19Q: 3 clusters Score -9371372 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 65154 members 
Entering Unmasked Estep 
Score: -9372175.000000 Penalty: 5580.187988
	Iteration 20F: 3 clusters Score -9372175 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 66118 members 
Entering Unmasked Estep 
Score: -9372816.000000 Penalty: 5580.187988
	Iteration 21Q: 3 clusters Score -9372816 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 66884 members 
Entering Unmasked Estep 
Score: -9373229.000000 Penalty: 5580.187988
	Iteration 22Q: 3 clusters Score -9373229 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 67529 members 
Entering Unmasked Estep 
Score: -9373572.000000 Penalty: 5580.187988
	Iteration 23Q: 3 clusters Score -9373572 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 68074 members 
Entering Unmasked Estep 
Score: -9373768.000000 Penalty: 5580.187988
	Iteration 24Q: 3 clusters Score -9373768 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 68568 members 
Entering Unmasked Estep 
Score: -9373950.000000 Penalty: 5580.187988
	Iteration 25Q: 3 clusters Score -9373950 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 69006 members 
Entering Unmasked Estep 
Score: -9374093.000000 Penalty: 5580.187988
	Iteration 26Q: 3 clusters Score -9374093 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 69409 members 
Entering Unmasked Estep 
Score: -9374204.000000 Penalty: 5580.187988
	Iteration 27Q: 3 clusters Score -9374204 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 69755 members 
Entering Unmasked Estep 
Score: -9374320.000000 Penalty: 5580.187988
	Iteration 28Q: 3 clusters Score -9374320 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 70061 members 
Entering Unmasked Estep 
Score: -9374440.000000 Penalty: 5580.187988
	Iteration 29Q: 3 clusters Score -9374440 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 70335 members 
Entering Unmasked Estep 
Score: -9374517.000000 Penalty: 5580.187988
	Iteration 30Q: 3 clusters Score -9374517 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 70587 members 
Entering Unmasked Estep 
Score: -9374599.000000 Penalty: 5580.187988
	Iteration 31Q: 3 clusters Score -9374599 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 70818 members 
Entering Unmasked Estep 
Score: -9374636.000000 Penalty: 5580.187988
	Iteration 32Q: 3 clusters Score -9374636 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 71029 members 
Entering Unmasked Estep 
Score: -9374669.000000 Penalty: 5580.187988
	Iteration 33Q: 3 clusters Score -9374669 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 71234 members 
Entering Unmasked Estep 
Score: -9374710.000000 Penalty: 5580.187988
	Iteration 34Q: 3 clusters Score -9374710 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 71401 members 
Entering Unmasked Estep 
Score: -9374744.000000 Penalty: 5580.187988
	Iteration 35Q: 3 clusters Score -9374744 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 71575 members 
Entering Unmasked Estep 
Score: -9374781.000000 Penalty: 5580.187988
	Iteration 36Q: 3 clusters Score -9374781 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 71733 members 
Entering Unmasked Estep 
Score: -9374784.000000 Penalty: 5580.187988
	Iteration 37Q: 3 clusters Score -9374784 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 71870 members 
Entering Unmasked Estep 
Score: -9374821.000000 Penalty: 5580.187988
	Iteration 38Q: 3 clusters Score -9374821 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 71999 members 
Entering Unmasked Estep 
Score: -9374852.000000 Penalty: 5580.187988
	Iteration 39Q: 3 clusters Score -9374852 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 72118 members 
Entering Unmasked Estep 
Score: -9374881.000000 Penalty: 5580.187988
	Iteration 40F: 3 clusters Score -9374881 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 72226 members 
Entering Unmasked Estep 
Score: -9374911.000000 Penalty: 5580.187988
	Iteration 41Q: 3 clusters Score -9374911 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 72316 members 
Entering Unmasked Estep 
Score: -9374924.000000 Penalty: 5580.187988
	Iteration 42Q: 3 clusters Score -9374924 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 72402 members 
Entering Unmasked Estep 
Score: -9374924.000000 Penalty: 5580.187988
	Iteration 43Q: 3 clusters Score -9374924 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 72485 members 
Entering Unmasked Estep 
Score: -9374949.000000 Penalty: 5580.187988
	Iteration 44Q: 3 clusters Score -9374949 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 72568 members 
Entering Unmasked Estep 
Score: -9374969.000000 Penalty: 5580.187988
	Iteration 45Q: 3 clusters Score -9374969 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 72648 members 
Entering Unmasked Estep 
Score: -9374973.000000 Penalty: 5580.187988
	Iteration 46Q: 3 clusters Score -9374973 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 72724 members 
Entering Unmasked Estep 
Score: -9375017.000000 Penalty: 5580.187988
	Iteration 47Q: 3 clusters Score -9375017 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 72785 members 
Entering Unmasked Estep 
Score: -9375034.000000 Penalty: 5580.187988
	Iteration 48Q: 3 clusters Score -9375034 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 72847 members 
Entering Unmasked Estep 
Score: -9375055.000000 Penalty: 5580.187988
	Iteration 49Q: 3 clusters Score -9375055 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 72902 members 
Entering Unmasked Estep 
Score: -9375063.000000 Penalty: 5580.187988
	Iteration 50Q: 3 clusters Score -9375063 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 72963 members 
Entering Unmasked Estep 
Score: -9375055.000000 Penalty: 5580.187988
	Iteration 51Q: 3 clusters Score -9375055 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 73028 members 
Entering Unmasked Estep 
Score: -9375068.000000 Penalty: 5580.187988
	Iteration 52Q: 3 clusters Score -9375068 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 73094 members 
Entering Unmasked Estep 
Score: -9375074.000000 Penalty: 5580.187988
	Iteration 53Q: 3 clusters Score -9375074 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 73147 members 
Entering Unmasked Estep 
Score: -9375072.000000 Penalty: 5580.187988
	Iteration 54Q: 3 clusters Score -9375072 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 73197 members 
Entering Unmasked Estep 
Score: -9375083.000000 Penalty: 5580.187988
	Iteration 55Q: 3 clusters Score -9375083 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 73232 members 
Entering Unmasked Estep 
Score: -9375083.000000 Penalty: 5580.187988
	Iteration 56Q: 3 clusters Score -9375083 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 73261 members 
Entering Unmasked Estep 
Score: -9375094.000000 Penalty: 5580.187988
	Iteration 57Q: 3 clusters Score -9375094 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 73288 members 
Entering Unmasked Estep 
Score: -9375089.000000 Penalty: 5580.187988
	Iteration 58Q: 3 clusters Score -9375089 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 73322 members 
Entering Unmasked Estep 
Score: -9375099.000000 Penalty: 5580.187988
	Iteration 59Q: 3 clusters Score -9375099 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 73345 members 
Entering Unmasked Estep 
Score: -9375103.000000 Penalty: 5580.187988
	Iteration 60F: 3 clusters Score -9375103 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 73374 members 
Entering Unmasked Estep 
Score: -9375108.000000 Penalty: 5580.187988
	Iteration 61Q: 3 clusters Score -9375108 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 73412 members 
Entering Unmasked Estep 
Score: -9375103.000000 Penalty: 5580.187988
	Iteration 62Q: 3 clusters Score -9375103 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 73458 members 
Entering Unmasked Estep 
Score: -9375114.000000 Penalty: 5580.187988
	Iteration 63Q: 3 clusters Score -9375114 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 73504 members 
Entering Unmasked Estep 
Score: -9375109.000000 Penalty: 5580.187988
	Iteration 64Q: 3 clusters Score -9375109 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 73545 members 
Entering Unmasked Estep 
Score: -9375109.000000 Penalty: 5580.187988
	Iteration 65Q: 3 clusters Score -9375109 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 73579 members 
Entering Unmasked Estep 
Score: -9375115.000000 Penalty: 5580.187988
	Iteration 66Q: 3 clusters Score -9375115 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 73607 members 
Entering Unmasked Estep 
Score: -9375129.000000 Penalty: 5580.187988
	Iteration 67Q: 3 clusters Score -9375129 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 73623 members 
Entering Unmasked Estep 
Score: -9375130.000000 Penalty: 5580.187988
	Iteration 68Q: 3 clusters Score -9375130 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 73638 members 
Entering Unmasked Estep 
Score: -9375129.000000 Penalty: 5580.187988
	Iteration 69Q: 3 clusters Score -9375129 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 73656 members 
Entering Unmasked Estep 
Score: -9375127.000000 Penalty: 5580.187988
	Iteration 70Q: 3 clusters Score -9375127 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 73675 members 
Entering Unmasked Estep 
Score: -9375127.000000 Penalty: 5580.187988
	Iteration 71Q: 3 clusters Score -9375127 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 73695 members 
Entering Unmasked Estep 
Score: -9375137.000000 Penalty: 5580.187988
	Iteration 72Q: 3 clusters Score -9375137 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 73724 members 
Entering Unmasked Estep 
Score: -9375165.000000 Penalty: 5580.187988
	Iteration 73Q: 3 clusters Score -9375165 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 73759 members 
Entering Unmasked Estep 
Score: -9375181.000000 Penalty: 5580.187988
	Iteration 74Q: 3 clusters Score -9375181 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 73799 members 
Entering Unmasked Estep 
Score: -9375181.000000 Penalty: 5580.187988
	Iteration 75Q: 3 clusters Score -9375181 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 73829 members 
Entering Unmasked Estep 
Score: -9375178.000000 Penalty: 5580.187988
	Iteration 76Q: 3 clusters Score -9375178 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 73859 members 
Entering Unmasked Estep 
Score: -9375182.000000 Penalty: 5580.187988
	Iteration 77Q: 3 clusters Score -9375182 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 73885 members 
Entering Unmasked Estep 
Score: -9375167.000000 Penalty: 5580.187988
	Iteration 78Q: 3 clusters Score -9375167 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 73910 members 
Entering Unmasked Estep 
Score: -9375167.000000 Penalty: 5580.187988
	Iteration 79Q: 3 clusters Score -9375167 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 73931 members 
Entering Unmasked Estep 
Score: -9375168.000000 Penalty: 5580.187988
	Iteration 80F: 3 clusters Score -9375168 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 73959 members 
Entering Unmasked Estep 
Score: -9375184.000000 Penalty: 5580.187988
	Iteration 81Q: 3 clusters Score -9375184 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 73983 members 
Entering Unmasked Estep 
Score: -9375168.000000 Penalty: 5580.187988
	Iteration 82Q: 3 clusters Score -9375168 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 74009 members 
Entering Unmasked Estep 
Score: -9375190.000000 Penalty: 5580.187988
	Iteration 83Q: 3 clusters Score -9375190 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 74042 members 
Entering Unmasked Estep 
Score: -9375199.000000 Penalty: 5580.187988
	Iteration 84Q: 3 clusters Score -9375199 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 74073 members 
Entering Unmasked Estep 
Score: -9375219.000000 Penalty: 5580.187988
	Iteration 85Q: 3 clusters Score -9375219 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 74110 members 
Entering Unmasked Estep 
Score: -9375231.000000 Penalty: 5580.187988
	Iteration 86Q: 3 clusters Score -9375231 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 74137 members 
Entering Unmasked Estep 
Score: -9375230.000000 Penalty: 5580.187988
	Iteration 87Q: 3 clusters Score -9375230 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 74169 members 
Entering Unmasked Estep 
Score: -9375232.000000 Penalty: 5580.187988
	Iteration 88Q: 3 clusters Score -9375232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 74187 members 
Entering Unmasked Estep 
Score: -9375233.000000 Penalty: 5580.187988
	Iteration 89Q: 3 clusters Score -9375233 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 74211 members 
Entering Unmasked Estep 
Score: -9375228.000000 Penalty: 5580.187988
	Iteration 90Q: 3 clusters Score -9375228 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 74234 members 
Entering Unmasked Estep 
Score: -9375243.000000 Penalty: 5580.187988
	Iteration 91Q: 3 clusters Score -9375243 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 74266 members 
Entering Unmasked Estep 
Score: -9375251.000000 Penalty: 5580.187988
	Iteration 92Q: 3 clusters Score -9375251 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 74301 members 
Entering Unmasked Estep 
Score: -9375260.000000 Penalty: 5580.187988
	Iteration 93Q: 3 clusters Score -9375260 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 74333 members 
Entering Unmasked Estep 
Score: -9375266.000000 Penalty: 5580.187988
	Iteration 94Q: 3 clusters Score -9375266 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 74360 members 
Entering Unmasked Estep 
Score: -9375260.000000 Penalty: 5580.187988
	Iteration 95Q: 3 clusters Score -9375260 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 74388 members 
Entering Unmasked Estep 
Score: -9375245.000000 Penalty: 5580.187988
	Iteration 96Q: 3 clusters Score -9375245 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 74413 members 
Entering Unmasked Estep 
Score: -9375263.000000 Penalty: 5580.187988
	Iteration 97Q: 3 clusters Score -9375263 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 74444 members 
Entering Unmasked Estep 
Score: -9375259.000000 Penalty: 5580.187988
	Iteration 98Q: 3 clusters Score -9375259 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 74464 members 
Entering Unmasked Estep 
Score: -9375254.000000 Penalty: 5580.187988
	Iteration 99Q: 3 clusters Score -9375254 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 74479 members 
Entering Unmasked Estep 
Score: -9375258.000000 Penalty: 5580.187988
	Iteration 100F: 3 clusters Score -9375258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 74499 members 
Entering Unmasked Estep 
Score: -9375266.000000 Penalty: 5580.187988
	Iteration 101Q: 3 clusters Score -9375266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 74510 members 
Entering Unmasked Estep 
Score: -9375275.000000 Penalty: 5580.187988
	Iteration 102Q: 3 clusters Score -9375275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 74523 members 
Entering Unmasked Estep 
Score: -9375281.000000 Penalty: 5580.187988
	Iteration 103Q: 3 clusters Score -9375281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 74533 members 
Entering Unmasked Estep 
Score: -9375290.000000 Penalty: 5580.187988
	Iteration 104Q: 3 clusters Score -9375290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 74543 members 
Entering Unmasked Estep 
Score: -9375285.000000 Penalty: 5580.187988
	Iteration 105Q: 3 clusters Score -9375285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 74548 members 
Entering Unmasked Estep 
Score: -9375281.000000 Penalty: 5580.187988
	Iteration 106Q: 3 clusters Score -9375281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 74556 members 
Entering Unmasked Estep 
Score: -9375282.000000 Penalty: 5580.187988
	Iteration 107Q: 3 clusters Score -9375282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 74562 members 
Entering Unmasked Estep 
Score: -9375284.000000 Penalty: 5580.187988
	Iteration 108Q: 3 clusters Score -9375284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 74569 members 
Entering Unmasked Estep 
Score: -9375277.000000 Penalty: 5580.187988
	Iteration 109Q: 3 clusters Score -9375277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 74575 members 
Entering Unmasked Estep 
Score: -9375285.000000 Penalty: 5580.187988
	Iteration 110Q: 3 clusters Score -9375285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 74582 members 
Entering Unmasked Estep 
Score: -9375295.000000 Penalty: 5580.187988
	Iteration 111Q: 3 clusters Score -9375295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 74588 members 
Entering Unmasked Estep 
Score: -9375292.000000 Penalty: 5580.187988
	Iteration 112Q: 3 clusters Score -9375292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 74591 members 
Entering Unmasked Estep 
Score: -9375296.000000 Penalty: 5580.187988
	Iteration 113Q: 3 clusters Score -9375296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 74600 members 
Entering Unmasked Estep 
Score: -9375302.000000 Penalty: 5580.187988
	Iteration 114Q: 3 clusters Score -9375302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 74605 members 
Entering Unmasked Estep 
Score: -9375299.000000 Penalty: 5580.187988
	Iteration 115Q: 3 clusters Score -9375299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 74612 members 
Entering Unmasked Estep 
Score: -9375302.000000 Penalty: 5580.187988
	Iteration 116Q: 3 clusters Score -9375302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 74617 members 
Entering Unmasked Estep 
Score: -9375307.000000 Penalty: 5580.187988
	Iteration 117Q: 3 clusters Score -9375307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 74621 members 
Entering Unmasked Estep 
Score: -9375305.000000 Penalty: 5580.187988
	Iteration 118Q: 3 clusters Score -9375305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 74628 members 
Entering Unmasked Estep 
Score: -9375304.000000 Penalty: 5580.187988
	Iteration 119Q: 3 clusters Score -9375304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 74634 members 
Entering Unmasked Estep 
Score: -9375310.000000 Penalty: 5580.187988
	Iteration 120F: 3 clusters Score -9375310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (11569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Entering Unmasked Estep 
Score: -1494967.125000 Penalty: 2320.309082
	Iteration 0F: 2 clusters Score -1494967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1486209.500000 Penalty: 4640.618164
	Iteration 0F: 3 clusters Score -1486210 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1488724.750000 Penalty: 4640.618164
	Iteration 1F: 3 clusters Score -1488725 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1489012.125000 Penalty: 4640.618164
	Iteration 2F: 3 clusters Score -1489012 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1489195.625000 Penalty: 4640.618164
	Iteration 3Q: 3 clusters Score -1489196 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1489345.625000 Penalty: 4640.618164
	Iteration 4Q: 3 clusters Score -1489346 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1489466.375000 Penalty: 4640.618164
	Iteration 5Q: 3 clusters Score -1489466 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1489565.375000 Penalty: 4640.618164
	Iteration 6Q: 3 clusters Score -1489565 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1489669.000000 Penalty: 4640.618164
	Iteration 7Q: 3 clusters Score -1489669 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -1489782.000000 Penalty: 4640.618164
	Iteration 8Q: 3 clusters Score -1489782 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1489921.750000 Penalty: 4640.618164
	Iteration 9Q: 3 clusters Score -1489922 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1490101.000000 Penalty: 4640.618164
	Iteration 10Q: 3 clusters Score -1490101 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1490329.500000 Penalty: 4640.618164
	Iteration 11Q: 3 clusters Score -1490330 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -1490684.250000 Penalty: 4640.618164
	Iteration 12Q: 3 clusters Score -1490684 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1491090.250000 Penalty: 4640.618164
	Iteration 13Q: 3 clusters Score -1491090 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1491506.625000 Penalty: 4640.618164
	Iteration 14Q: 3 clusters Score -1491507 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1491932.500000 Penalty: 4640.618164
	Iteration 15Q: 3 clusters Score -1491932 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1492278.500000 Penalty: 4640.618164
	Iteration 16Q: 3 clusters Score -1492278 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1492523.250000 Penalty: 4640.618164
	Iteration 17Q: 3 clusters Score -1492523 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1492668.750000 Penalty: 4640.618164
	Iteration 18Q: 3 clusters Score -1492669 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1492750.875000 Penalty: 4640.618164
	Iteration 19Q: 3 clusters Score -1492751 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -1492811.750000 Penalty: 4640.618164
	Iteration 20F: 3 clusters Score -1492812 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1492853.125000 Penalty: 4640.618164
	Iteration 21Q: 3 clusters Score -1492853 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1492874.875000 Penalty: 4640.618164
	Iteration 22Q: 3 clusters Score -1492875 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1492891.250000 Penalty: 4640.618164
	Iteration 23Q: 3 clusters Score -1492891 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1492915.375000 Penalty: 4640.618164
	Iteration 24Q: 3 clusters Score -1492915 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1492927.750000 Penalty: 4640.618164
	Iteration 25Q: 3 clusters Score -1492928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1492938.375000 Penalty: 4640.618164
	Iteration 26Q: 3 clusters Score -1492938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -1492946.125000 Penalty: 4640.618164
	Iteration 27Q: 3 clusters Score -1492946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1492950.750000 Penalty: 4640.618164
	Iteration 28Q: 3 clusters Score -1492951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -1492951.375000 Penalty: 4640.618164
	Iteration 29Q: 3 clusters Score -1492951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1492953.375000 Penalty: 4640.618164
	Iteration 30Q: 3 clusters Score -1492953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1492953.375000 Penalty: 4640.618164
	Iteration 31Q: 3 clusters Score -1492953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1492953.375000 Penalty: 4640.618164
	Iteration 32F: 3 clusters Score -1492953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Entering Unmasked Estep 
Score: -152257.531250 Penalty: 1784.406494
	Iteration 0F: 2 clusters Score -152257.5 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 651 members 
Entering Unmasked Estep 
Score: -150119.390625 Penalty: 3568.812988
	Iteration 0F: 3 clusters Score -150119.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -150743.421875 Penalty: 3568.812988
	Iteration 1F: 3 clusters Score -150743.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -150987.484375 Penalty: 3568.812988
	Iteration 2F: 3 clusters Score -150987.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -151186.953125 Penalty: 3568.812988
	Iteration 3F: 3 clusters Score -151187 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -151438.203125 Penalty: 3568.812988
	Iteration 4F: 3 clusters Score -151438.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -151825.515625 Penalty: 3568.812988
	Iteration 5Q: 3 clusters Score -151825.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -152125.234375 Penalty: 3568.812988
	Iteration 6Q: 3 clusters Score -152125.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -152314.031250 Penalty: 3568.812988
	Iteration 7Q: 3 clusters Score -152314 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -152395.281250 Penalty: 3568.812988
	Iteration 8Q: 3 clusters Score -152395.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -152478.781250 Penalty: 3568.812988
	Iteration 9Q: 3 clusters Score -152478.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -152551.906250 Penalty: 3568.812988
	Iteration 10Q: 3 clusters Score -152551.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -152614.718750 Penalty: 3568.812988
	Iteration 11Q: 3 clusters Score -152614.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -152680.781250 Penalty: 3568.812988
	Iteration 12Q: 3 clusters Score -152680.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -152786.031250 Penalty: 3568.812988
	Iteration 13Q: 3 clusters Score -152786 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -152876.359375 Penalty: 3568.812988
	Iteration 14Q: 3 clusters Score -152876.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -152893.468750 Penalty: 3568.812988
	Iteration 15Q: 3 clusters Score -152893.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -152898.312500 Penalty: 3568.812988
	Iteration 16Q: 3 clusters Score -152898.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -152900.359375 Penalty: 3568.812988
	Iteration 17Q: 3 clusters Score -152900.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -152901.187500 Penalty: 3568.812988
	Iteration 18Q: 3 clusters Score -152901.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -152901.187500 Penalty: 3568.812988
	Iteration 19F: 3 clusters Score -152901.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 20392 members 
Mstep: Class 3 contains 48215 members 
Mstep: Class 4 contains 246822 members 
Mstep: Class 5 contains 14150 members 
Mstep: Class 6 contains 6528 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 56753 members 
Mstep: Class 9 contains 40459 members 
Mstep: Class 10 contains 22146 members 
Mstep: Class 11 contains 9023 members 
Mstep: Class 12 contains 16945 members 
Mstep: Class 13 contains 36246 members 
Mstep: Class 14 contains 2059 members 
Mstep: Class 15 contains 4534 members 
Mstep: Class 16 contains 1911 members 
Mstep: Class 17 contains 2637 members 
Mstep: Class 18 contains 212403 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19406 members 
Mstep: Class 21 contains 76909 members 
Mstep: Class 22 contains 445 members 
Mstep: Class 23 contains 11569 members 
Mstep: Class 24 contains 888 members 
Entering Unmasked Estep 
Score: -104759408.000000 Penalty: 81314.312500
Splitting cluster 24 changes total score from -104760832.000000 to -104759408.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 20392 members 
Mstep: Class 3 contains 48215 members 
Mstep: Class 4 contains 246822 members 
Mstep: Class 5 contains 14150 members 
Mstep: Class 6 contains 6528 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 56753 members 
Mstep: Class 9 contains 40459 members 
Mstep: Class 10 contains 22146 members 
Mstep: Class 11 contains 9023 members 
Mstep: Class 12 contains 16945 members 
Mstep: Class 13 contains 36246 members 
Mstep: Class 14 contains 2059 members 
Mstep: Class 15 contains 4534 members 
Mstep: Class 16 contains 1911 members 
Mstep: Class 17 contains 2637 members 
Mstep: Class 18 contains 212403 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19406 members 
Mstep: Class 21 contains 76909 members 
Mstep: Class 23 contains 11569 members 
Mstep: Class 24 contains 1333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760440.000000 Penalty: 77926.218750
Iteration 79Q: 24 clusters Score -1.047604e+08 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 20417 members 
Mstep: Class 3 contains 48121 members 
Mstep: Class 4 contains 246699 members 
Mstep: Class 5 contains 14139 members 
Mstep: Class 6 contains 6529 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 56721 members 
Mstep: Class 9 contains 40456 members 
Mstep: Class 10 contains 22139 members 
Mstep: Class 11 contains 9024 members 
Mstep: Class 12 contains 16934 members 
Mstep: Class 13 contains 36239 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 4529 members 
Mstep: Class 16 contains 1912 members 
Mstep: Class 17 contains 2638 members 
Mstep: Class 18 contains 212475 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19401 members 
Mstep: Class 21 contains 76918 members 
Mstep: Class 23 contains 11760 members 
Mstep: Class 24 contains 1333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760336.000000 Penalty: 77926.218750
Iteration 80F: 24 clusters Score -1.047603e+08 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 20439 members 
Mstep: Class 3 contains 48033 members 
Mstep: Class 4 contains 246468 members 
Mstep: Class 5 contains 14135 members 
Mstep: Class 6 contains 6529 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 56692 members 
Mstep: Class 9 contains 40468 members 
Mstep: Class 10 contains 22140 members 
Mstep: Class 11 contains 9024 members 
Mstep: Class 12 contains 16935 members 
Mstep: Class 13 contains 36211 members 
Mstep: Class 14 contains 2047 members 
Mstep: Class 15 contains 4529 members 
Mstep: Class 16 contains 1912 members 
Mstep: Class 17 contains 2638 members 
Mstep: Class 18 contains 212669 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19376 members 
Mstep: Class 21 contains 76937 members 
Mstep: Class 23 contains 11922 members 
Mstep: Class 24 contains 1333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760616.000000 Penalty: 77926.218750
Iteration 81Q: 24 clusters Score -1.047606e+08 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 20473 members 
Mstep: Class 3 contains 47972 members 
Mstep: Class 4 contains 246039 members 
Mstep: Class 5 contains 14124 members 
Mstep: Class 6 contains 6529 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 56681 members 
Mstep: Class 9 contains 40454 members 
Mstep: Class 10 contains 22136 members 
Mstep: Class 11 contains 9024 members 
Mstep: Class 12 contains 16941 members 
Mstep: Class 13 contains 36189 members 
Mstep: Class 14 contains 2041 members 
Mstep: Class 15 contains 4524 members 
Mstep: Class 16 contains 1911 members 
Mstep: Class 17 contains 2638 members 
Mstep: Class 18 contains 213094 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19345 members 
Mstep: Class 21 contains 76930 members 
Mstep: Class 23 contains 12056 members 
Mstep: Class 24 contains 1333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760496.000000 Penalty: 77926.218750
Iteration 82Q: 24 clusters Score -1.047605e+08 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 20518 members 
Mstep: Class 3 contains 47914 members 
Mstep: Class 4 contains 245549 members 
Mstep: Class 5 contains 14115 members 
Mstep: Class 6 contains 6529 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 56665 members 
Mstep: Class 9 contains 40444 members 
Mstep: Class 10 contains 22135 members 
Mstep: Class 11 contains 9024 members 
Mstep: Class 12 contains 16951 members 
Mstep: Class 13 contains 36163 members 
Mstep: Class 14 contains 2044 members 
Mstep: Class 15 contains 4523 members 
Mstep: Class 16 contains 1912 members 
Mstep: Class 17 contains 2638 members 
Mstep: Class 18 contains 213547 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19305 members 
Mstep: Class 21 contains 76945 members 
Mstep: Class 23 contains 12176 members 
Mstep: Class 24 contains 1333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760456.000000 Penalty: 77926.218750
Iteration 83Q: 24 clusters Score -1.047605e+08 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 20547 members 
Mstep: Class 3 contains 47867 members 
Mstep: Class 4 contains 245012 members 
Mstep: Class 5 contains 14109 members 
Mstep: Class 6 contains 6529 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 56629 members 
Mstep: Class 9 contains 40439 members 
Mstep: Class 10 contains 22123 members 
Mstep: Class 11 contains 9024 members 
Mstep: Class 12 contains 16959 members 
Mstep: Class 13 contains 36132 members 
Mstep: Class 14 contains 2049 members 
Mstep: Class 15 contains 4524 members 
Mstep: Class 16 contains 1915 members 
Mstep: Class 17 contains 2638 members 
Mstep: Class 18 contains 214043 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19285 members 
Mstep: Class 21 contains 76954 members 
Mstep: Class 23 contains 12314 members 
Mstep: Class 24 contains 1333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760328.000000 Penalty: 77926.218750
Iteration 84Q: 24 clusters Score -1.047603e+08 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 20577 members 
Mstep: Class 3 contains 47826 members 
Mstep: Class 4 contains 244455 members 
Mstep: Class 5 contains 14099 members 
Mstep: Class 6 contains 6529 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 56608 members 
Mstep: Class 9 contains 40440 members 
Mstep: Class 10 contains 22118 members 
Mstep: Class 11 contains 9024 members 
Mstep: Class 12 contains 16961 members 
Mstep: Class 13 contains 36116 members 
Mstep: Class 14 contains 2046 members 
Mstep: Class 15 contains 4526 members 
Mstep: Class 16 contains 1915 members 
Mstep: Class 17 contains 2638 members 
Mstep: Class 18 contains 214556 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19261 members 
Mstep: Class 21 contains 76966 members 
Mstep: Class 23 contains 12427 members 
Mstep: Class 24 contains 1333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760408.000000 Penalty: 77926.218750
Iteration 85Q: 24 clusters Score -1.047604e+08 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 20604 members 
Mstep: Class 3 contains 47798 members 
Mstep: Class 4 contains 243839 members 
Mstep: Class 5 contains 14095 members 
Mstep: Class 6 contains 6529 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 56601 members 
Mstep: Class 9 contains 40438 members 
Mstep: Class 10 contains 22110 members 
Mstep: Class 11 contains 9025 members 
Mstep: Class 12 contains 16970 members 
Mstep: Class 13 contains 36104 members 
Mstep: Class 14 contains 2038 members 
Mstep: Class 15 contains 4521 members 
Mstep: Class 16 contains 1917 members 
Mstep: Class 17 contains 2639 members 
Mstep: Class 18 contains 215116 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19234 members 
Mstep: Class 21 contains 76961 members 
Mstep: Class 23 contains 12547 members 
Mstep: Class 24 contains 1333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760736.000000 Penalty: 77926.218750
Iteration 86Q: 24 clusters Score -1.047607e+08 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 20616 members 
Mstep: Class 3 contains 47778 members 
Mstep: Class 4 contains 243265 members 
Mstep: Class 5 contains 14090 members 
Mstep: Class 6 contains 6531 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 56585 members 
Mstep: Class 9 contains 40426 members 
Mstep: Class 10 contains 22111 members 
Mstep: Class 11 contains 9025 members 
Mstep: Class 12 contains 16973 members 
Mstep: Class 13 contains 36102 members 
Mstep: Class 14 contains 2042 members 
Mstep: Class 15 contains 4514 members 
Mstep: Class 16 contains 1917 members 
Mstep: Class 17 contains 2639 members 
Mstep: Class 18 contains 215668 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19199 members 
Mstep: Class 21 contains 76956 members 
Mstep: Class 23 contains 12650 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760384.000000 Penalty: 77926.218750
Iteration 87Q: 24 clusters Score -1.047604e+08 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 20637 members 
Mstep: Class 3 contains 47769 members 
Mstep: Class 4 contains 242641 members 
Mstep: Class 5 contains 14087 members 
Mstep: Class 6 contains 6533 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 56571 members 
Mstep: Class 9 contains 40407 members 
Mstep: Class 10 contains 22113 members 
Mstep: Class 11 contains 9026 members 
Mstep: Class 12 contains 16974 members 
Mstep: Class 13 contains 36099 members 
Mstep: Class 14 contains 2042 members 
Mstep: Class 15 contains 4512 members 
Mstep: Class 16 contains 1915 members 
Mstep: Class 17 contains 2640 members 
Mstep: Class 18 contains 216214 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19176 members 
Mstep: Class 21 contains 76944 members 
Mstep: Class 23 contains 12787 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760416.000000 Penalty: 77926.218750
Iteration 88Q: 24 clusters Score -1.047604e+08 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 20659 members 
Mstep: Class 3 contains 47747 members 
Mstep: Class 4 contains 242049 members 
Mstep: Class 5 contains 14083 members 
Mstep: Class 6 contains 6535 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 56576 members 
Mstep: Class 9 contains 40400 members 
Mstep: Class 10 contains 22118 members 
Mstep: Class 11 contains 9026 members 
Mstep: Class 12 contains 16969 members 
Mstep: Class 13 contains 36093 members 
Mstep: Class 14 contains 2040 members 
Mstep: Class 15 contains 4514 members 
Mstep: Class 16 contains 1915 members 
Mstep: Class 17 contains 2641 members 
Mstep: Class 18 contains 216714 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19155 members 
Mstep: Class 21 contains 76932 members 
Mstep: Class 23 contains 12919 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760480.000000 Penalty: 77926.218750
Iteration 89Q: 24 clusters Score -1.047605e+08 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 20682 members 
Mstep: Class 3 contains 47732 members 
Mstep: Class 4 contains 241425 members 
Mstep: Class 5 contains 14082 members 
Mstep: Class 6 contains 6536 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 56606 members 
Mstep: Class 9 contains 40398 members 
Mstep: Class 10 contains 22125 members 
Mstep: Class 11 contains 9025 members 
Mstep: Class 12 contains 16970 members 
Mstep: Class 13 contains 36089 members 
Mstep: Class 14 contains 2041 members 
Mstep: Class 15 contains 4510 members 
Mstep: Class 16 contains 1916 members 
Mstep: Class 17 contains 2641 members 
Mstep: Class 18 contains 217222 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19140 members 
Mstep: Class 21 contains 76906 members 
Mstep: Class 23 contains 13036 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760568.000000 Penalty: 77926.218750
Iteration 90Q: 24 clusters Score -1.047606e+08 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 20710 members 
Mstep: Class 3 contains 47722 members 
Mstep: Class 4 contains 240854 members 
Mstep: Class 5 contains 14085 members 
Mstep: Class 6 contains 6538 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 56609 members 
Mstep: Class 9 contains 40386 members 
Mstep: Class 10 contains 22125 members 
Mstep: Class 11 contains 9025 members 
Mstep: Class 12 contains 16963 members 
Mstep: Class 13 contains 36088 members 
Mstep: Class 14 contains 2042 members 
Mstep: Class 15 contains 4508 members 
Mstep: Class 16 contains 1914 members 
Mstep: Class 17 contains 2641 members 
Mstep: Class 18 contains 217684 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19133 members 
Mstep: Class 21 contains 76900 members 
Mstep: Class 23 contains 13154 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760536.000000 Penalty: 77926.218750
Iteration 91Q: 24 clusters Score -1.047605e+08 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 20739 members 
Mstep: Class 3 contains 47722 members 
Mstep: Class 4 contains 240314 members 
Mstep: Class 5 contains 14085 members 
Mstep: Class 6 contains 6540 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 56620 members 
Mstep: Class 9 contains 40381 members 
Mstep: Class 10 contains 22123 members 
Mstep: Class 11 contains 9025 members 
Mstep: Class 12 contains 16954 members 
Mstep: Class 13 contains 36083 members 
Mstep: Class 14 contains 2040 members 
Mstep: Class 15 contains 4504 members 
Mstep: Class 16 contains 1912 members 
Mstep: Class 17 contains 2641 members 
Mstep: Class 18 contains 218137 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19117 members 
Mstep: Class 21 contains 76891 members 
Mstep: Class 23 contains 13252 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760344.000000 Penalty: 77926.218750
Iteration 92Q: 24 clusters Score -1.047603e+08 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 20752 members 
Mstep: Class 3 contains 47722 members 
Mstep: Class 4 contains 239842 members 
Mstep: Class 5 contains 14089 members 
Mstep: Class 6 contains 6540 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 56626 members 
Mstep: Class 9 contains 40364 members 
Mstep: Class 10 contains 22126 members 
Mstep: Class 11 contains 9025 members 
Mstep: Class 12 contains 16962 members 
Mstep: Class 13 contains 36085 members 
Mstep: Class 14 contains 2040 members 
Mstep: Class 15 contains 4501 members 
Mstep: Class 16 contains 1912 members 
Mstep: Class 17 contains 2641 members 
Mstep: Class 18 contains 218532 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19098 members 
Mstep: Class 21 contains 76875 members 
Mstep: Class 23 contains 13348 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760416.000000 Penalty: 77926.218750
Iteration 93Q: 24 clusters Score -1.047604e+08 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 20765 members 
Mstep: Class 3 contains 47744 members 
Mstep: Class 4 contains 239430 members 
Mstep: Class 5 contains 14097 members 
Mstep: Class 6 contains 6540 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 56623 members 
Mstep: Class 9 contains 40356 members 
Mstep: Class 10 contains 22129 members 
Mstep: Class 11 contains 9025 members 
Mstep: Class 12 contains 16974 members 
Mstep: Class 13 contains 36092 members 
Mstep: Class 14 contains 2041 members 
Mstep: Class 15 contains 4497 members 
Mstep: Class 16 contains 1913 members 
Mstep: Class 17 contains 2642 members 
Mstep: Class 18 contains 218786 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19090 members 
Mstep: Class 21 contains 76875 members 
Mstep: Class 23 contains 13461 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760592.000000 Penalty: 77926.218750
Iteration 94Q: 24 clusters Score -1.047606e+08 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 20794 members 
Mstep: Class 3 contains 47754 members 
Mstep: Class 4 contains 239084 members 
Mstep: Class 5 contains 14103 members 
Mstep: Class 6 contains 6540 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 56632 members 
Mstep: Class 9 contains 40346 members 
Mstep: Class 10 contains 22134 members 
Mstep: Class 11 contains 9024 members 
Mstep: Class 12 contains 16993 members 
Mstep: Class 13 contains 36093 members 
Mstep: Class 14 contains 2042 members 
Mstep: Class 15 contains 4494 members 
Mstep: Class 16 contains 1914 members 
Mstep: Class 17 contains 2643 members 
Mstep: Class 18 contains 219010 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19073 members 
Mstep: Class 21 contains 76860 members 
Mstep: Class 23 contains 13547 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760528.000000 Penalty: 77926.218750
Iteration 95Q: 24 clusters Score -1.047605e+08 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 20814 members 
Mstep: Class 3 contains 47764 members 
Mstep: Class 4 contains 238806 members 
Mstep: Class 5 contains 14105 members 
Mstep: Class 6 contains 6541 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 56641 members 
Mstep: Class 9 contains 40341 members 
Mstep: Class 10 contains 22141 members 
Mstep: Class 11 contains 9024 members 
Mstep: Class 12 contains 17012 members 
Mstep: Class 13 contains 36106 members 
Mstep: Class 14 contains 2040 members 
Mstep: Class 15 contains 4494 members 
Mstep: Class 16 contains 1915 members 
Mstep: Class 17 contains 2645 members 
Mstep: Class 18 contains 219137 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19066 members 
Mstep: Class 21 contains 76850 members 
Mstep: Class 23 contains 13638 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 96Q: 24 clusters Score -1.047607e+08 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 20832 members 
Mstep: Class 3 contains 47770 members 
Mstep: Class 4 contains 238581 members 
Mstep: Class 5 contains 14105 members 
Mstep: Class 6 contains 6542 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 56666 members 
Mstep: Class 9 contains 40334 members 
Mstep: Class 10 contains 22146 members 
Mstep: Class 11 contains 9024 members 
Mstep: Class 12 contains 17012 members 
Mstep: Class 13 contains 36111 members 
Mstep: Class 14 contains 2040 members 
Mstep: Class 15 contains 4491 members 
Mstep: Class 16 contains 1917 members 
Mstep: Class 17 contains 2646 members 
Mstep: Class 18 contains 219222 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19051 members 
Mstep: Class 21 contains 76849 members 
Mstep: Class 23 contains 13741 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
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Iteration 97Q: 24 clusters Score -1.047607e+08 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 20854 members 
Mstep: Class 3 contains 47772 members 
Mstep: Class 4 contains 238390 members 
Mstep: Class 5 contains 14106 members 
Mstep: Class 6 contains 6543 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 56707 members 
Mstep: Class 9 contains 40337 members 
Mstep: Class 10 contains 22146 members 
Mstep: Class 11 contains 9023 members 
Mstep: Class 12 contains 17008 members 
Mstep: Class 13 contains 36122 members 
Mstep: Class 14 contains 2036 members 
Mstep: Class 15 contains 4492 members 
Mstep: Class 16 contains 1917 members 
Mstep: Class 17 contains 2646 members 
Mstep: Class 18 contains 219233 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19049 members 
Mstep: Class 21 contains 76857 members 
Mstep: Class 23 contains 13841 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
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Iteration 98Q: 24 clusters Score -1.047608e+08 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 20871 members 
Mstep: Class 3 contains 47782 members 
Mstep: Class 4 contains 238267 members 
Mstep: Class 5 contains 14106 members 
Mstep: Class 6 contains 6543 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 56732 members 
Mstep: Class 9 contains 40327 members 
Mstep: Class 10 contains 22155 members 
Mstep: Class 11 contains 9023 members 
Mstep: Class 12 contains 17016 members 
Mstep: Class 13 contains 36125 members 
Mstep: Class 14 contains 2032 members 
Mstep: Class 15 contains 4489 members 
Mstep: Class 16 contains 1918 members 
Mstep: Class 17 contains 2646 members 
Mstep: Class 18 contains 219190 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19046 members 
Mstep: Class 21 contains 76848 members 
Mstep: Class 23 contains 13963 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
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Iteration 99Q: 24 clusters Score -1.047608e+08 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 20886 members 
Mstep: Class 3 contains 47768 members 
Mstep: Class 4 contains 238178 members 
Mstep: Class 5 contains 14104 members 
Mstep: Class 6 contains 6543 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 56766 members 
Mstep: Class 9 contains 40317 members 
Mstep: Class 10 contains 22154 members 
Mstep: Class 11 contains 9023 members 
Mstep: Class 12 contains 17025 members 
Mstep: Class 13 contains 36130 members 
Mstep: Class 14 contains 2031 members 
Mstep: Class 15 contains 4489 members 
Mstep: Class 16 contains 1918 members 
Mstep: Class 17 contains 2646 members 
Mstep: Class 18 contains 219138 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19029 members 
Mstep: Class 21 contains 76842 members 
Mstep: Class 23 contains 14089 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
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Iteration 100F: 24 clusters Score -1.04761e+08 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 20887 members 
Mstep: Class 3 contains 47759 members 
Mstep: Class 4 contains 238130 members 
Mstep: Class 5 contains 14103 members 
Mstep: Class 6 contains 6543 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 56810 members 
Mstep: Class 9 contains 40317 members 
Mstep: Class 10 contains 22154 members 
Mstep: Class 11 contains 9022 members 
Mstep: Class 12 contains 17042 members 
Mstep: Class 13 contains 36130 members 
Mstep: Class 14 contains 2027 members 
Mstep: Class 15 contains 4488 members 
Mstep: Class 16 contains 1917 members 
Mstep: Class 17 contains 2646 members 
Mstep: Class 18 contains 219054 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 18998 members 
Mstep: Class 21 contains 76836 members 
Mstep: Class 23 contains 14211 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
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Iteration 101Q: 24 clusters Score -1.047608e+08 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 20885 members 
Mstep: Class 3 contains 47757 members 
Mstep: Class 4 contains 238134 members 
Mstep: Class 5 contains 14107 members 
Mstep: Class 6 contains 6543 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 56851 members 
Mstep: Class 9 contains 40319 members 
Mstep: Class 10 contains 22157 members 
Mstep: Class 11 contains 9021 members 
Mstep: Class 12 contains 17055 members 
Mstep: Class 13 contains 36138 members 
Mstep: Class 14 contains 2027 members 
Mstep: Class 15 contains 4489 members 
Mstep: Class 16 contains 1917 members 
Mstep: Class 17 contains 2646 members 
Mstep: Class 18 contains 218902 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 18978 members 
Mstep: Class 21 contains 76831 members 
Mstep: Class 23 contains 14315 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
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Iteration 102Q: 24 clusters Score -1.047608e+08 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 20892 members 
Mstep: Class 3 contains 47749 members 
Mstep: Class 4 contains 238144 members 
Mstep: Class 5 contains 14107 members 
Mstep: Class 6 contains 6542 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 56883 members 
Mstep: Class 9 contains 40317 members 
Mstep: Class 10 contains 22161 members 
Mstep: Class 11 contains 9021 members 
Mstep: Class 12 contains 17065 members 
Mstep: Class 13 contains 36143 members 
Mstep: Class 14 contains 2025 members 
Mstep: Class 15 contains 4490 members 
Mstep: Class 16 contains 1917 members 
Mstep: Class 17 contains 2646 members 
Mstep: Class 18 contains 218797 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 18955 members 
Mstep: Class 21 contains 76805 members 
Mstep: Class 23 contains 14411 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
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Iteration 103Q: 24 clusters Score -1.047609e+08 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 20906 members 
Mstep: Class 3 contains 47738 members 
Mstep: Class 4 contains 238133 members 
Mstep: Class 5 contains 14103 members 
Mstep: Class 6 contains 6542 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 56911 members 
Mstep: Class 9 contains 40332 members 
Mstep: Class 10 contains 22169 members 
Mstep: Class 11 contains 9021 members 
Mstep: Class 12 contains 17069 members 
Mstep: Class 13 contains 36143 members 
Mstep: Class 14 contains 2023 members 
Mstep: Class 15 contains 4485 members 
Mstep: Class 16 contains 1917 members 
Mstep: Class 17 contains 2646 members 
Mstep: Class 18 contains 218696 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 18941 members 
Mstep: Class 21 contains 76778 members 
Mstep: Class 23 contains 14514 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760912.000000 Penalty: 77926.218750
Iteration 104Q: 24 clusters Score -1.047609e+08 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 20934 members 
Mstep: Class 3 contains 47733 members 
Mstep: Class 4 contains 238125 members 
Mstep: Class 5 contains 14099 members 
Mstep: Class 6 contains 6542 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 56920 members 
Mstep: Class 9 contains 40329 members 
Mstep: Class 10 contains 22172 members 
Mstep: Class 11 contains 9021 members 
Mstep: Class 12 contains 17068 members 
Mstep: Class 13 contains 36140 members 
Mstep: Class 14 contains 2022 members 
Mstep: Class 15 contains 4486 members 
Mstep: Class 16 contains 1918 members 
Mstep: Class 17 contains 2646 members 
Mstep: Class 18 contains 218592 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 18928 members 
Mstep: Class 21 contains 76748 members 
Mstep: Class 23 contains 14643 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761120.000000 Penalty: 77926.218750
Iteration 105Q: 24 clusters Score -1.047611e+08 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 20952 members 
Mstep: Class 3 contains 47732 members 
Mstep: Class 4 contains 238100 members 
Mstep: Class 5 contains 14096 members 
Mstep: Class 6 contains 6542 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 56928 members 
Mstep: Class 9 contains 40343 members 
Mstep: Class 10 contains 22175 members 
Mstep: Class 11 contains 9020 members 
Mstep: Class 12 contains 17067 members 
Mstep: Class 13 contains 36138 members 
Mstep: Class 14 contains 2019 members 
Mstep: Class 15 contains 4486 members 
Mstep: Class 16 contains 1916 members 
Mstep: Class 17 contains 2646 members 
Mstep: Class 18 contains 218440 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 18925 members 
Mstep: Class 21 contains 76735 members 
Mstep: Class 23 contains 14803 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761192.000000 Penalty: 77926.218750
Iteration 106Q: 24 clusters Score -1.047612e+08 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 20972 members 
Mstep: Class 3 contains 47726 members 
Mstep: Class 4 contains 238057 members 
Mstep: Class 5 contains 14102 members 
Mstep: Class 6 contains 6542 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 56937 members 
Mstep: Class 9 contains 40357 members 
Mstep: Class 10 contains 22172 members 
Mstep: Class 11 contains 9019 members 
Mstep: Class 12 contains 17074 members 
Mstep: Class 13 contains 36120 members 
Mstep: Class 14 contains 2018 members 
Mstep: Class 15 contains 4486 members 
Mstep: Class 16 contains 1915 members 
Mstep: Class 17 contains 2646 members 
Mstep: Class 18 contains 218314 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 18916 members 
Mstep: Class 21 contains 76727 members 
Mstep: Class 23 contains 14963 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761104.000000 Penalty: 77926.218750
Iteration 107Q: 24 clusters Score -1.047611e+08 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 20995 members 
Mstep: Class 3 contains 47717 members 
Mstep: Class 4 contains 238007 members 
Mstep: Class 5 contains 14099 members 
Mstep: Class 6 contains 6543 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 56958 members 
Mstep: Class 9 contains 40365 members 
Mstep: Class 10 contains 22177 members 
Mstep: Class 11 contains 9020 members 
Mstep: Class 12 contains 17081 members 
Mstep: Class 13 contains 36103 members 
Mstep: Class 14 contains 2018 members 
Mstep: Class 15 contains 4484 members 
Mstep: Class 16 contains 1917 members 
Mstep: Class 17 contains 2646 members 
Mstep: Class 18 contains 218210 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 18914 members 
Mstep: Class 21 contains 76707 members 
Mstep: Class 23 contains 15102 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761080.000000 Penalty: 77926.218750
Iteration 108Q: 24 clusters Score -1.047611e+08 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 21017 members 
Mstep: Class 3 contains 47720 members 
Mstep: Class 4 contains 237940 members 
Mstep: Class 5 contains 14097 members 
Mstep: Class 6 contains 6543 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 56985 members 
Mstep: Class 9 contains 40372 members 
Mstep: Class 10 contains 22183 members 
Mstep: Class 11 contains 9020 members 
Mstep: Class 12 contains 17081 members 
Mstep: Class 13 contains 36092 members 
Mstep: Class 14 contains 2018 members 
Mstep: Class 15 contains 4480 members 
Mstep: Class 16 contains 1918 members 
Mstep: Class 17 contains 2646 members 
Mstep: Class 18 contains 218128 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 18910 members 
Mstep: Class 21 contains 76678 members 
Mstep: Class 23 contains 15235 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761184.000000 Penalty: 77926.218750
Iteration 109Q: 24 clusters Score -1.047612e+08 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 21043 members 
Mstep: Class 3 contains 47716 members 
Mstep: Class 4 contains 237880 members 
Mstep: Class 5 contains 14090 members 
Mstep: Class 6 contains 6544 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 56995 members 
Mstep: Class 9 contains 40377 members 
Mstep: Class 10 contains 22188 members 
Mstep: Class 11 contains 9019 members 
Mstep: Class 12 contains 17077 members 
Mstep: Class 13 contains 36083 members 
Mstep: Class 14 contains 2018 members 
Mstep: Class 15 contains 4480 members 
Mstep: Class 16 contains 1919 members 
Mstep: Class 17 contains 2646 members 
Mstep: Class 18 contains 218054 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 18910 members 
Mstep: Class 21 contains 76662 members 
Mstep: Class 23 contains 15362 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761464.000000 Penalty: 77926.218750
Iteration 110Q: 24 clusters Score -1.047615e+08 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 21061 members 
Mstep: Class 3 contains 47718 members 
Mstep: Class 4 contains 237778 members 
Mstep: Class 5 contains 14089 members 
Mstep: Class 6 contains 6544 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 56997 members 
Mstep: Class 9 contains 40383 members 
Mstep: Class 10 contains 22193 members 
Mstep: Class 11 contains 9020 members 
Mstep: Class 12 contains 17082 members 
Mstep: Class 13 contains 36077 members 
Mstep: Class 14 contains 2020 members 
Mstep: Class 15 contains 4480 members 
Mstep: Class 16 contains 1919 members 
Mstep: Class 17 contains 2646 members 
Mstep: Class 18 contains 218026 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 18908 members 
Mstep: Class 21 contains 76638 members 
Mstep: Class 23 contains 15484 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761328.000000 Penalty: 77926.218750
Iteration 111Q: 24 clusters Score -1.047613e+08 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 21084 members 
Mstep: Class 3 contains 47713 members 
Mstep: Class 4 contains 237635 members 
Mstep: Class 5 contains 14081 members 
Mstep: Class 6 contains 6544 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 57000 members 
Mstep: Class 9 contains 40390 members 
Mstep: Class 10 contains 22189 members 
Mstep: Class 11 contains 9019 members 
Mstep: Class 12 contains 17079 members 
Mstep: Class 13 contains 36065 members 
Mstep: Class 14 contains 2018 members 
Mstep: Class 15 contains 4482 members 
Mstep: Class 16 contains 1918 members 
Mstep: Class 17 contains 2646 members 
Mstep: Class 18 contains 218062 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 18910 members 
Mstep: Class 21 contains 76609 members 
Mstep: Class 23 contains 15619 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761224.000000 Penalty: 77926.218750
Iteration 112Q: 24 clusters Score -1.047612e+08 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 21102 members 
Mstep: Class 3 contains 47697 members 
Mstep: Class 4 contains 237507 members 
Mstep: Class 5 contains 14075 members 
Mstep: Class 6 contains 6545 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 57003 members 
Mstep: Class 9 contains 40391 members 
Mstep: Class 10 contains 22188 members 
Mstep: Class 11 contains 9019 members 
Mstep: Class 12 contains 17085 members 
Mstep: Class 13 contains 36047 members 
Mstep: Class 14 contains 2020 members 
Mstep: Class 15 contains 4482 members 
Mstep: Class 16 contains 1917 members 
Mstep: Class 17 contains 2646 members 
Mstep: Class 18 contains 218071 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 18922 members 
Mstep: Class 21 contains 76592 members 
Mstep: Class 23 contains 15753 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761128.000000 Penalty: 77926.218750
Iteration 113Q: 24 clusters Score -1.047611e+08 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 21117 members 
Mstep: Class 3 contains 47687 members 
Mstep: Class 4 contains 237436 members 
Mstep: Class 5 contains 14069 members 
Mstep: Class 6 contains 6545 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 57008 members 
Mstep: Class 9 contains 40397 members 
Mstep: Class 10 contains 22185 members 
Mstep: Class 11 contains 9019 members 
Mstep: Class 12 contains 17085 members 
Mstep: Class 13 contains 36034 members 
Mstep: Class 14 contains 2024 members 
Mstep: Class 15 contains 4481 members 
Mstep: Class 16 contains 1916 members 
Mstep: Class 17 contains 2646 members 
Mstep: Class 18 contains 218036 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 18930 members 
Mstep: Class 21 contains 76582 members 
Mstep: Class 23 contains 15864 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761344.000000 Penalty: 77926.218750
Iteration 114Q: 24 clusters Score -1.047613e+08 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 21116 members 
Mstep: Class 3 contains 47685 members 
Mstep: Class 4 contains 237402 members 
Mstep: Class 5 contains 14069 members 
Mstep: Class 6 contains 6545 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 57009 members 
Mstep: Class 9 contains 40397 members 
Mstep: Class 10 contains 22186 members 
Mstep: Class 11 contains 9017 members 
Mstep: Class 12 contains 17085 members 
Mstep: Class 13 contains 36021 members 
Mstep: Class 14 contains 2026 members 
Mstep: Class 15 contains 4484 members 
Mstep: Class 16 contains 1915 members 
Mstep: Class 17 contains 2646 members 
Mstep: Class 18 contains 217979 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 18931 members 
Mstep: Class 21 contains 76563 members 
Mstep: Class 23 contains 15985 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761200.000000 Penalty: 77926.218750
Iteration 115Q: 24 clusters Score -1.047612e+08 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 21116 members 
Mstep: Class 3 contains 47681 members 
Mstep: Class 4 contains 237343 members 
Mstep: Class 5 contains 14063 members 
Mstep: Class 6 contains 6545 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 57013 members 
Mstep: Class 9 contains 40401 members 
Mstep: Class 10 contains 22179 members 
Mstep: Class 11 contains 9017 members 
Mstep: Class 12 contains 17100 members 
Mstep: Class 13 contains 36011 members 
Mstep: Class 14 contains 2024 members 
Mstep: Class 15 contains 4483 members 
Mstep: Class 16 contains 1916 members 
Mstep: Class 17 contains 2646 members 
Mstep: Class 18 contains 217952 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 18939 members 
Mstep: Class 21 contains 76540 members 
Mstep: Class 23 contains 16092 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760896.000000 Penalty: 77926.218750
Iteration 116Q: 24 clusters Score -1.047609e+08 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 21132 members 
Mstep: Class 3 contains 47686 members 
Mstep: Class 4 contains 237271 members 
Mstep: Class 5 contains 14060 members 
Mstep: Class 6 contains 6545 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 57033 members 
Mstep: Class 9 contains 40391 members 
Mstep: Class 10 contains 22178 members 
Mstep: Class 11 contains 9014 members 
Mstep: Class 12 contains 17112 members 
Mstep: Class 13 contains 36002 members 
Mstep: Class 14 contains 2023 members 
Mstep: Class 15 contains 4484 members 
Mstep: Class 16 contains 1916 members 
Mstep: Class 17 contains 2646 members 
Mstep: Class 18 contains 217897 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 18946 members 
Mstep: Class 21 contains 76517 members 
Mstep: Class 23 contains 16208 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761016.000000 Penalty: 77926.218750
Iteration 117Q: 24 clusters Score -1.04761e+08 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 21140 members 
Mstep: Class 3 contains 47694 members 
Mstep: Class 4 contains 237221 members 
Mstep: Class 5 contains 14055 members 
Mstep: Class 6 contains 6545 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 57048 members 
Mstep: Class 9 contains 40386 members 
Mstep: Class 10 contains 22173 members 
Mstep: Class 11 contains 9011 members 
Mstep: Class 12 contains 17121 members 
Mstep: Class 13 contains 35981 members 
Mstep: Class 14 contains 2023 members 
Mstep: Class 15 contains 4483 members 
Mstep: Class 16 contains 1916 members 
Mstep: Class 17 contains 2646 members 
Mstep: Class 18 contains 217845 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 18949 members 
Mstep: Class 21 contains 76500 members 
Mstep: Class 23 contains 16324 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760992.000000 Penalty: 77926.218750
Iteration 118Q: 24 clusters Score -1.04761e+08 nChanged 917
Entering ConstructFrom: 
Score: -104760992.000000 Penalty: 77926.218750
Entering ConstructFrom: 
Trying to split cluster 1 (5327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Entering Unmasked Estep 
Score: -673883.187500 Penalty: 2127.974854
	Iteration 0F: 2 clusters Score -673883.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -669090.562500 Penalty: 4255.949707
	Iteration 0F: 3 clusters Score -669090.6 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -670226.875000 Penalty: 4255.949707
	Iteration 1F: 3 clusters Score -670226.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -670390.875000 Penalty: 4255.949707
	Iteration 2F: 3 clusters Score -670390.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -670511.562500 Penalty: 4255.949707
	Iteration 3Q: 3 clusters Score -670511.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -670592.562500 Penalty: 4255.949707
	Iteration 4Q: 3 clusters Score -670592.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -670646.312500 Penalty: 4255.949707
	Iteration 5Q: 3 clusters Score -670646.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -670697.562500 Penalty: 4255.949707
	Iteration 6Q: 3 clusters Score -670697.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -670733.000000 Penalty: 4255.949707
	Iteration 7Q: 3 clusters Score -670733 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -670758.875000 Penalty: 4255.949707
	Iteration 8Q: 3 clusters Score -670758.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -670786.687500 Penalty: 4255.949707
	Iteration 9Q: 3 clusters Score -670786.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -670821.437500 Penalty: 4255.949707
	Iteration 10Q: 3 clusters Score -670821.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -670859.000000 Penalty: 4255.949707
	Iteration 11Q: 3 clusters Score -670859 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -670884.625000 Penalty: 4255.949707
	Iteration 12Q: 3 clusters Score -670884.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -670909.000000 Penalty: 4255.949707
	Iteration 13Q: 3 clusters Score -670909 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -670927.250000 Penalty: 4255.949707
	Iteration 14Q: 3 clusters Score -670927.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -670942.375000 Penalty: 4255.949707
	Iteration 15Q: 3 clusters Score -670942.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -670964.187500 Penalty: 4255.949707
	Iteration 16Q: 3 clusters Score -670964.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -670985.312500 Penalty: 4255.949707
	Iteration 17Q: 3 clusters Score -670985.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -670996.812500 Penalty: 4255.949707
	Iteration 18Q: 3 clusters Score -670996.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -671006.375000 Penalty: 4255.949707
	Iteration 19Q: 3 clusters Score -671006.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -671016.750000 Penalty: 4255.949707
	Iteration 20F: 3 clusters Score -671016.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -671028.250000 Penalty: 4255.949707
	Iteration 21Q: 3 clusters Score -671028.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -671044.437500 Penalty: 4255.949707
	Iteration 22Q: 3 clusters Score -671044.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -671059.500000 Penalty: 4255.949707
	Iteration 23Q: 3 clusters Score -671059.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -671075.312500 Penalty: 4255.949707
	Iteration 24Q: 3 clusters Score -671075.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -671095.312500 Penalty: 4255.949707
	Iteration 25Q: 3 clusters Score -671095.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -671113.687500 Penalty: 4255.949707
	Iteration 26Q: 3 clusters Score -671113.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -671129.500000 Penalty: 4255.949707
	Iteration 27Q: 3 clusters Score -671129.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -671151.312500 Penalty: 4255.949707
	Iteration 28Q: 3 clusters Score -671151.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -671170.687500 Penalty: 4255.949707
	Iteration 29Q: 3 clusters Score -671170.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -671198.937500 Penalty: 4255.949707
	Iteration 30Q: 3 clusters Score -671198.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -671232.125000 Penalty: 4255.949707
	Iteration 31Q: 3 clusters Score -671232.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -671274.500000 Penalty: 4255.949707
	Iteration 32Q: 3 clusters Score -671274.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -671325.750000 Penalty: 4255.949707
	Iteration 33Q: 3 clusters Score -671325.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -671383.375000 Penalty: 4255.949707
	Iteration 34Q: 3 clusters Score -671383.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -671444.312500 Penalty: 4255.949707
	Iteration 35Q: 3 clusters Score -671444.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -671488.875000 Penalty: 4255.949707
	Iteration 36Q: 3 clusters Score -671488.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -671527.937500 Penalty: 4255.949707
	Iteration 37Q: 3 clusters Score -671527.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -671563.375000 Penalty: 4255.949707
	Iteration 38Q: 3 clusters Score -671563.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -671594.125000 Penalty: 4255.949707
	Iteration 39Q: 3 clusters Score -671594.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -671623.437500 Penalty: 4255.949707
	Iteration 40F: 3 clusters Score -671623.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -671657.312500 Penalty: 4255.949707
	Iteration 41Q: 3 clusters Score -671657.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -671683.562500 Penalty: 4255.949707
	Iteration 42Q: 3 clusters Score -671683.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -671708.875000 Penalty: 4255.949707
	Iteration 43Q: 3 clusters Score -671708.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -671735.250000 Penalty: 4255.949707
	Iteration 44Q: 3 clusters Score -671735.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -671752.250000 Penalty: 4255.949707
	Iteration 45Q: 3 clusters Score -671752.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -671770.437500 Penalty: 4255.949707
	Iteration 46Q: 3 clusters Score -671770.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -671791.312500 Penalty: 4255.949707
	Iteration 47Q: 3 clusters Score -671791.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -671811.687500 Penalty: 4255.949707
	Iteration 48Q: 3 clusters Score -671811.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -671829.062500 Penalty: 4255.949707
	Iteration 49Q: 3 clusters Score -671829.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -671840.687500 Penalty: 4255.949707
	Iteration 50Q: 3 clusters Score -671840.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -671851.812500 Penalty: 4255.949707
	Iteration 51Q: 3 clusters Score -671851.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -671858.562500 Penalty: 4255.949707
	Iteration 52Q: 3 clusters Score -671858.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -671867.625000 Penalty: 4255.949707
	Iteration 53Q: 3 clusters Score -671867.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -671876.875000 Penalty: 4255.949707
	Iteration 54Q: 3 clusters Score -671876.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -671884.312500 Penalty: 4255.949707
	Iteration 55Q: 3 clusters Score -671884.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -671888.437500 Penalty: 4255.949707
	Iteration 56Q: 3 clusters Score -671888.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -671896.312500 Penalty: 4255.949707
	Iteration 57Q: 3 clusters Score -671896.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -671903.500000 Penalty: 4255.949707
	Iteration 58Q: 3 clusters Score -671903.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -671910.125000 Penalty: 4255.949707
	Iteration 59Q: 3 clusters Score -671910.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -671914.000000 Penalty: 4255.949707
	Iteration 60F: 3 clusters Score -671914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -671915.937500 Penalty: 4255.949707
	Iteration 61Q: 3 clusters Score -671915.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -671922.437500 Penalty: 4255.949707
	Iteration 62Q: 3 clusters Score -671922.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -671925.062500 Penalty: 4255.949707
	Iteration 63Q: 3 clusters Score -671925.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -671932.062500 Penalty: 4255.949707
	Iteration 64Q: 3 clusters Score -671932.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -671936.625000 Penalty: 4255.949707
	Iteration 65Q: 3 clusters Score -671936.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -671936.625000 Penalty: 4255.949707
	Iteration 66Q: 3 clusters Score -671936.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -671937.875000 Penalty: 4255.949707
	Iteration 67Q: 3 clusters Score -671937.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -671937.500000 Penalty: 4255.949707
	Iteration 68Q: 3 clusters Score -671937.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -671938.687500 Penalty: 4255.949707
	Iteration 69Q: 3 clusters Score -671938.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -671938.687500 Penalty: 4255.949707
	Iteration 70F: 3 clusters Score -671938.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (21161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Entering Unmasked Estep 
Score: -2671626.250000 Penalty: 2470.059082
	Iteration 0F: 2 clusters Score -2671626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -2656569.750000 Penalty: 4940.118164
	Iteration 0F: 3 clusters Score -2656570 nChanged 9397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -2661658.000000 Penalty: 4940.118164
	Iteration 1F: 3 clusters Score -2661658 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -2662016.000000 Penalty: 4940.118164
	Iteration 2F: 3 clusters Score -2662016 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -2662302.500000 Penalty: 4940.118164
	Iteration 3Q: 3 clusters Score -2662302 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -2662498.750000 Penalty: 4940.118164
	Iteration 4Q: 3 clusters Score -2662499 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -2662652.000000 Penalty: 4940.118164
	Iteration 5Q: 3 clusters Score -2662652 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -2662788.000000 Penalty: 4940.118164
	Iteration 6Q: 3 clusters Score -2662788 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -2662942.250000 Penalty: 4940.118164
	Iteration 7Q: 3 clusters Score -2662942 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -2663137.500000 Penalty: 4940.118164
	Iteration 8Q: 3 clusters Score -2663138 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -2663394.500000 Penalty: 4940.118164
	Iteration 9Q: 3 clusters Score -2663394 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -2663781.000000 Penalty: 4940.118164
	Iteration 10Q: 3 clusters Score -2663781 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -2664324.750000 Penalty: 4940.118164
	Iteration 11Q: 3 clusters Score -2664325 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -2665109.750000 Penalty: 4940.118164
	Iteration 12F: 3 clusters Score -2665110 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -2666125.500000 Penalty: 4940.118164
	Iteration 13F: 3 clusters Score -2666126 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2667252.750000 Penalty: 4940.118164
	Iteration 14F: 3 clusters Score -2667253 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -2668189.500000 Penalty: 4940.118164
	Iteration 15Q: 3 clusters Score -2668190 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2668738.750000 Penalty: 4940.118164
	Iteration 16Q: 3 clusters Score -2668739 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -2669038.750000 Penalty: 4940.118164
	Iteration 17Q: 3 clusters Score -2669039 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2669222.000000 Penalty: 4940.118164
	Iteration 18Q: 3 clusters Score -2669222 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2669317.750000 Penalty: 4940.118164
	Iteration 19Q: 3 clusters Score -2669318 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2669376.750000 Penalty: 4940.118164
	Iteration 20F: 3 clusters Score -2669377 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2669412.000000 Penalty: 4940.118164
	Iteration 21Q: 3 clusters Score -2669412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2669418.750000 Penalty: 4940.118164
	Iteration 22Q: 3 clusters Score -2669419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -2669434.750000 Penalty: 4940.118164
	Iteration 23Q: 3 clusters Score -2669435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -2669440.000000 Penalty: 4940.118164
	Iteration 24Q: 3 clusters Score -2669440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2669447.750000 Penalty: 4940.118164
	Iteration 25Q: 3 clusters Score -2669448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2669448.750000 Penalty: 4940.118164
	Iteration 26Q: 3 clusters Score -2669449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2669451.500000 Penalty: 4940.118164
	Iteration 27Q: 3 clusters Score -2669452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20834 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -2669457.250000 Penalty: 4940.118164
	Iteration 28Q: 3 clusters Score -2669457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2669462.000000 Penalty: 4940.118164
	Iteration 29Q: 3 clusters Score -2669462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2669463.500000 Penalty: 4940.118164
	Iteration 30Q: 3 clusters Score -2669464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2669465.250000 Penalty: 4940.118164
	Iteration 31Q: 3 clusters Score -2669465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2669469.250000 Penalty: 4940.118164
	Iteration 32Q: 3 clusters Score -2669469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2669476.000000 Penalty: 4940.118164
	Iteration 33Q: 3 clusters Score -2669476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2669487.500000 Penalty: 4940.118164
	Iteration 34Q: 3 clusters Score -2669488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2669491.250000 Penalty: 4940.118164
	Iteration 35Q: 3 clusters Score -2669491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2669495.250000 Penalty: 4940.118164
	Iteration 36Q: 3 clusters Score -2669495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2669498.250000 Penalty: 4940.118164
	Iteration 37Q: 3 clusters Score -2669498 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2669498.250000 Penalty: 4940.118164
	Iteration 38F: 3 clusters Score -2669498 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47693 members 
Entering Unmasked Estep 
Score: -6013523.000000 Penalty: 2671.589844
	Iteration 0F: 2 clusters Score -6013523 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -5981380.000000 Penalty: 5343.179688
	Iteration 0F: 3 clusters Score -5981380 nChanged 22067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -5993631.500000 Penalty: 5343.179688
	Iteration 1F: 3 clusters Score -5993632 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -5994140.500000 Penalty: 5343.179688
	Iteration 2Q: 3 clusters Score -5994140 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -5994615.500000 Penalty: 5343.179688
	Iteration 3Q: 3 clusters Score -5994616 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -5995098.500000 Penalty: 5343.179688
	Iteration 4Q: 3 clusters Score -5995098 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -5995730.000000 Penalty: 5343.179688
	Iteration 5Q: 3 clusters Score -5995730 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -5996409.000000 Penalty: 5343.179688
	Iteration 6Q: 3 clusters Score -5996409 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -5997368.500000 Penalty: 5343.179688
	Iteration 7Q: 3 clusters Score -5997368 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -5998693.000000 Penalty: 5343.179688
	Iteration 8F: 3 clusters Score -5998693 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31820 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -6000280.000000 Penalty: 5343.179688
	Iteration 9F: 3 clusters Score -6000280 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 13419 members 
Entering Unmasked Estep 
Score: -6002160.500000 Penalty: 5343.179688
	Iteration 10F: 3 clusters Score -6002160 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36836 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -6004214.000000 Penalty: 5343.179688
	Iteration 11F: 3 clusters Score -6004214 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -6006140.500000 Penalty: 5343.179688
	Iteration 12F: 3 clusters Score -6006140 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41126 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -6007661.500000 Penalty: 5343.179688
	Iteration 13Q: 3 clusters Score -6007662 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42541 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -6008665.000000 Penalty: 5343.179688
	Iteration 14Q: 3 clusters Score -6008665 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43529 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -6009344.500000 Penalty: 5343.179688
	Iteration 15Q: 3 clusters Score -6009344 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44258 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -6009852.500000 Penalty: 5343.179688
	Iteration 16Q: 3 clusters Score -6009852 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44827 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -6010185.500000 Penalty: 5343.179688
	Iteration 17Q: 3 clusters Score -6010186 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45285 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -6010472.500000 Penalty: 5343.179688
	Iteration 18Q: 3 clusters Score -6010472 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45634 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -6010644.000000 Penalty: 5343.179688
	Iteration 19Q: 3 clusters Score -6010644 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45868 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -6010789.000000 Penalty: 5343.179688
	Iteration 20F: 3 clusters Score -6010789 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46069 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -6010908.500000 Penalty: 5343.179688
	Iteration 21Q: 3 clusters Score -6010908 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46231 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -6011026.500000 Penalty: 5343.179688
	Iteration 22Q: 3 clusters Score -6011026 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46358 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -6011119.500000 Penalty: 5343.179688
	Iteration 23Q: 3 clusters Score -6011120 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46466 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -6011208.500000 Penalty: 5343.179688
	Iteration 24Q: 3 clusters Score -6011208 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46553 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -6011272.500000 Penalty: 5343.179688
	Iteration 25Q: 3 clusters Score -6011272 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46622 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -6011334.000000 Penalty: 5343.179688
	Iteration 26Q: 3 clusters Score -6011334 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46675 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -6011392.500000 Penalty: 5343.179688
	Iteration 27Q: 3 clusters Score -6011392 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46706 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -6011424.000000 Penalty: 5343.179688
	Iteration 28Q: 3 clusters Score -6011424 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46732 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -6011441.000000 Penalty: 5343.179688
	Iteration 29Q: 3 clusters Score -6011441 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46760 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -6011450.000000 Penalty: 5343.179688
	Iteration 30Q: 3 clusters Score -6011450 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46794 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -6011474.500000 Penalty: 5343.179688
	Iteration 31Q: 3 clusters Score -6011474 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46820 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -6011484.000000 Penalty: 5343.179688
	Iteration 32Q: 3 clusters Score -6011484 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46850 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -6011505.500000 Penalty: 5343.179688
	Iteration 33Q: 3 clusters Score -6011506 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46878 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -6011528.000000 Penalty: 5343.179688
	Iteration 34Q: 3 clusters Score -6011528 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46896 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -6011538.000000 Penalty: 5343.179688
	Iteration 35Q: 3 clusters Score -6011538 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46912 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -6011558.000000 Penalty: 5343.179688
	Iteration 36Q: 3 clusters Score -6011558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46929 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -6011574.000000 Penalty: 5343.179688
	Iteration 37Q: 3 clusters Score -6011574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46938 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -6011585.500000 Penalty: 5343.179688
	Iteration 38Q: 3 clusters Score -6011586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46941 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -6011594.000000 Penalty: 5343.179688
	Iteration 39Q: 3 clusters Score -6011594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46952 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -6011600.000000 Penalty: 5343.179688
	Iteration 40F: 3 clusters Score -6011600 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46955 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -6011605.500000 Penalty: 5343.179688
	Iteration 41Q: 3 clusters Score -6011606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46959 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -6011608.000000 Penalty: 5343.179688
	Iteration 42Q: 3 clusters Score -6011608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46960 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -6011608.000000 Penalty: 5343.179688
	Iteration 43Q: 3 clusters Score -6011608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46959 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -6011612.500000 Penalty: 5343.179688
	Iteration 44Q: 3 clusters Score -6011612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46960 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -6011609.000000 Penalty: 5343.179688
	Iteration 45Q: 3 clusters Score -6011609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -6011609.500000 Penalty: 5343.179688
	Iteration 46Q: 3 clusters Score -6011610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46962 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -6011611.000000 Penalty: 5343.179688
	Iteration 47Q: 3 clusters Score -6011611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46962 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -6011609.500000 Penalty: 5343.179688
	Iteration 48Q: 3 clusters Score -6011610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46962 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -6011609.500000 Penalty: 5343.179688
	Iteration 49F: 3 clusters Score -6011610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (237167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237167 members 
Entering Unmasked Estep 
Score: -29466722.000000 Penalty: 3069.376953
	Iteration 0F: 2 clusters Score -2.946672e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118801 members 
Mstep: Class 2 contains 118366 members 
Entering Unmasked Estep 
Score: -29317596.000000 Penalty: 6138.753906
	Iteration 0F: 3 clusters Score -2.93176e+07 nChanged 114343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123106 members 
Mstep: Class 2 contains 114061 members 
Entering Unmasked Estep 
Score: -29384454.000000 Penalty: 6138.753906
	Iteration 1F: 3 clusters Score -2.938445e+07 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125434 members 
Mstep: Class 2 contains 111733 members 
Entering Unmasked Estep 
Score: -29385532.000000 Penalty: 6138.753906
	Iteration 2Q: 3 clusters Score -2.938553e+07 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128972 members 
Mstep: Class 2 contains 108195 members 
Entering Unmasked Estep 
Score: -29387154.000000 Penalty: 6138.753906
	Iteration 3Q: 3 clusters Score -2.938715e+07 nChanged 7498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134412 members 
Mstep: Class 2 contains 102755 members 
Entering Unmasked Estep 
Score: -29389382.000000 Penalty: 6138.753906
	Iteration 4Q: 3 clusters Score -2.938938e+07 nChanged 9590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142654 members 
Mstep: Class 2 contains 94513 members 
Entering Unmasked Estep 
Score: -29393624.000000 Penalty: 6138.753906
	Iteration 5Q: 3 clusters Score -2.939362e+07 nChanged 12798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154568 members 
Mstep: Class 2 contains 82599 members 
Entering Unmasked Estep 
Score: -29400486.000000 Penalty: 6138.753906
	Iteration 6F: 3 clusters Score -2.940049e+07 nChanged 16444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170544 members 
Mstep: Class 2 contains 66623 members 
Entering Unmasked Estep 
Score: -29411888.000000 Penalty: 6138.753906
	Iteration 7F: 3 clusters Score -2.941189e+07 nChanged 19159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189457 members 
Mstep: Class 2 contains 47710 members 
Entering Unmasked Estep 
Score: -29427594.000000 Penalty: 6138.753906
	Iteration 8F: 3 clusters Score -2.942759e+07 nChanged 18026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207389 members 
Mstep: Class 2 contains 29778 members 
Entering Unmasked Estep 
Score: -29442612.000000 Penalty: 6138.753906
	Iteration 9F: 3 clusters Score -2.944261e+07 nChanged 12611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219944 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -29452374.000000 Penalty: 6138.753906
	Iteration 10F: 3 clusters Score -2.945237e+07 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227060 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -29457654.000000 Penalty: 6138.753906
	Iteration 11Q: 3 clusters Score -2.945765e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230869 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -29460506.000000 Penalty: 6138.753906
	Iteration 12Q: 3 clusters Score -2.946051e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232924 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -29462202.000000 Penalty: 6138.753906
	Iteration 13Q: 3 clusters Score -2.94622e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234049 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -29463004.000000 Penalty: 6138.753906
	Iteration 14Q: 3 clusters Score -2.9463e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234716 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -29463538.000000 Penalty: 6138.753906
	Iteration 15Q: 3 clusters Score -2.946354e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235096 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -29463838.000000 Penalty: 6138.753906
	Iteration 16Q: 3 clusters Score -2.946384e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235340 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -29464042.000000 Penalty: 6138.753906
	Iteration 17Q: 3 clusters Score -2.946404e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235479 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -29464114.000000 Penalty: 6138.753906
	Iteration 18Q: 3 clusters Score -2.946411e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235584 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -29464192.000000 Penalty: 6138.753906
	Iteration 19Q: 3 clusters Score -2.946419e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235659 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -29464300.000000 Penalty: 6138.753906
	Iteration 20F: 3 clusters Score -2.94643e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235731 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -29464320.000000 Penalty: 6138.753906
	Iteration 21Q: 3 clusters Score -2.946432e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235771 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -29464364.000000 Penalty: 6138.753906
	Iteration 22Q: 3 clusters Score -2.946436e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235797 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -29464410.000000 Penalty: 6138.753906
	Iteration 23Q: 3 clusters Score -2.946441e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235829 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -29464396.000000 Penalty: 6138.753906
	Iteration 24Q: 3 clusters Score -2.94644e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235845 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -29464418.000000 Penalty: 6138.753906
	Iteration 25Q: 3 clusters Score -2.946442e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235856 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -29464418.000000 Penalty: 6138.753906
	Iteration 26Q: 3 clusters Score -2.946442e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235867 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -29464436.000000 Penalty: 6138.753906
	Iteration 27Q: 3 clusters Score -2.946444e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235879 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -29464448.000000 Penalty: 6138.753906
	Iteration 28Q: 3 clusters Score -2.946445e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235895 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -29464466.000000 Penalty: 6138.753906
	Iteration 29Q: 3 clusters Score -2.946447e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235912 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -29464490.000000 Penalty: 6138.753906
	Iteration 30Q: 3 clusters Score -2.946449e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235927 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -29464480.000000 Penalty: 6138.753906
	Iteration 31Q: 3 clusters Score -2.946448e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235940 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -29464514.000000 Penalty: 6138.753906
	Iteration 32Q: 3 clusters Score -2.946451e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235946 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -29464526.000000 Penalty: 6138.753906
	Iteration 33Q: 3 clusters Score -2.946453e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235952 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -29464514.000000 Penalty: 6138.753906
	Iteration 34Q: 3 clusters Score -2.946451e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235960 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -29464506.000000 Penalty: 6138.753906
	Iteration 35Q: 3 clusters Score -2.946451e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235964 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -29464496.000000 Penalty: 6138.753906
	Iteration 36Q: 3 clusters Score -2.94645e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235975 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -29464514.000000 Penalty: 6138.753906
	Iteration 37Q: 3 clusters Score -2.946451e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235980 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -29464492.000000 Penalty: 6138.753906
	Iteration 38Q: 3 clusters Score -2.946449e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235990 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -29464504.000000 Penalty: 6138.753906
	Iteration 39Q: 3 clusters Score -2.94645e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235996 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -29464510.000000 Penalty: 6138.753906
	Iteration 40F: 3 clusters Score -2.946451e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236000 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -29464522.000000 Penalty: 6138.753906
	Iteration 41Q: 3 clusters Score -2.946452e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236000 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -29464510.000000 Penalty: 6138.753906
	Iteration 42Q: 3 clusters Score -2.946451e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236001 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -29464536.000000 Penalty: 6138.753906
	Iteration 43Q: 3 clusters Score -2.946454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236005 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -29464522.000000 Penalty: 6138.753906
	Iteration 44Q: 3 clusters Score -2.946452e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236003 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -29464548.000000 Penalty: 6138.753906
	Iteration 45Q: 3 clusters Score -2.946455e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236002 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -29464546.000000 Penalty: 6138.753906
	Iteration 46Q: 3 clusters Score -2.946455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236003 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -29464538.000000 Penalty: 6138.753906
	Iteration 47Q: 3 clusters Score -2.946454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236001 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -29464546.000000 Penalty: 6138.753906
	Iteration 48Q: 3 clusters Score -2.946455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236000 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -29464566.000000 Penalty: 6138.753906
	Iteration 49Q: 3 clusters Score -2.946457e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236000 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -29464566.000000 Penalty: 6138.753906
	Iteration 50F: 3 clusters Score -2.946457e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (14053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Entering Unmasked Estep 
Score: -1751035.000000 Penalty: 2368.546631
	Iteration 0F: 2 clusters Score -1751035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1740746.625000 Penalty: 4737.093262
	Iteration 0F: 3 clusters Score -1740747 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -1743770.250000 Penalty: 4737.093262
	Iteration 1F: 3 clusters Score -1743770 nChanged 833
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Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1744120 nChanged 705
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
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	Iteration 3F: 3 clusters Score -1744419 nChanged 615
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Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -1744657 nChanged 564
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Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -1744909 nChanged 560
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -1745166 nChanged 596
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Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -1745489 nChanged 645
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Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1745866 nChanged 619
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1746272 nChanged 661
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Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1746716 nChanged 611
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Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1747132 nChanged 633
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Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1747612 nChanged 577
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Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1747982 nChanged 461
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Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1748214 nChanged 329
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Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1748352 nChanged 249
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Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1748450 nChanged 179
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Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1748516 nChanged 142
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Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1748567 nChanged 141
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Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1748608 nChanged 130
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Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1748648 nChanged 106
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Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1748679 nChanged 96
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Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1748712 nChanged 89
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Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1748740 nChanged 79
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Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1748754 nChanged 52
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Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1748769 nChanged 51
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Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1748774 nChanged 42
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Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1748784 nChanged 34
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Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1748783 nChanged 22
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Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1748789 nChanged 30
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Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1748797 nChanged 30
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Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1748801 nChanged 20
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Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1748800 nChanged 27
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Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1748808 nChanged 25
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Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1748809 nChanged 25
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Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1748817 nChanged 29
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Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1748824 nChanged 18
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Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1748819 nChanged 17
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Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1748822 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1748826 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1748830.125000 Penalty: 4737.093262
	Iteration 40F: 3 clusters Score -1748830 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1748832.875000 Penalty: 4737.093262
	Iteration 41Q: 3 clusters Score -1748833 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1748831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1748833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1748834.375000 Penalty: 4737.093262
	Iteration 44Q: 3 clusters Score -1748834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1748836.625000 Penalty: 4737.093262
	Iteration 45Q: 3 clusters Score -1748837 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1748836 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1748836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1748840.625000 Penalty: 4737.093262
	Iteration 48Q: 3 clusters Score -1748841 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -1748839.000000 Penalty: 4737.093262
	Iteration 49Q: 3 clusters Score -1748839 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1748836 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1748841.875000 Penalty: 4737.093262
	Iteration 51Q: 3 clusters Score -1748842 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1748843.500000 Penalty: 4737.093262
	Iteration 52Q: 3 clusters Score -1748844 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1748844 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1748842.875000 Penalty: 4737.093262
	Iteration 54Q: 3 clusters Score -1748843 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1748847.125000 Penalty: 4737.093262
	Iteration 55Q: 3 clusters Score -1748847 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1748846 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1748847 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -1748849.000000 Penalty: 4737.093262
	Iteration 58Q: 3 clusters Score -1748849 nChanged 10
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Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1748853.000000 Penalty: 4737.093262
	Iteration 59Q: 3 clusters Score -1748853 nChanged 8
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Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1748850.000000 Penalty: 4737.093262
	Iteration 60F: 3 clusters Score -1748850 nChanged 5
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Mstep: Class 1 contains 4530 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1748854 nChanged 13
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Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1748858 nChanged 10
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Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1748858 nChanged 7
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Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1748859 nChanged 5
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Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1748858 nChanged 5
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Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1748860.875000 Penalty: 4737.093262
	Iteration 66Q: 3 clusters Score -1748861 nChanged 2
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Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1748862.625000 Penalty: 4737.093262
	Iteration 67Q: 3 clusters Score -1748863 nChanged 4
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Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1748864 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1748861 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1748860 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1748860.625000 Penalty: 4737.093262
	Iteration 71Q: 3 clusters Score -1748861 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1748855.875000 Penalty: 4737.093262
	Iteration 72Q: 3 clusters Score -1748856 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -1748854.125000 Penalty: 4737.093262
	Iteration 73Q: 3 clusters Score -1748854 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1748860 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1748862.250000 Penalty: 4737.093262
	Iteration 75Q: 3 clusters Score -1748862 nChanged 5
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Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1748860 nChanged 4
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Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1748861 nChanged 4
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Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1748863 nChanged 6
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Entering Unmasked Estep 
Score: -1748864.125000 Penalty: 4737.093262
	Iteration 79Q: 3 clusters Score -1748864 nChanged 5
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Mstep: Class 1 contains 4445 members 
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Entering Unmasked Estep 
Score: -1748866.125000 Penalty: 4737.093262
	Iteration 80F: 3 clusters Score -1748866 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1748868 nChanged 3
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Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1748871 nChanged 3
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Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1748870 nChanged 2
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Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1748870 nChanged 3
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Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1748871 nChanged 2
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Mstep: Class 1 contains 4429 members 
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	Iteration 86Q: 3 clusters Score -1748869 nChanged 3
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Mstep: Class 1 contains 4426 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1748867 nChanged 3
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Mstep: Class 1 contains 4423 members 
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	Iteration 88Q: 3 clusters Score -1748869 nChanged 5
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Mstep: Class 1 contains 4418 members 
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	Iteration 89Q: 3 clusters Score -1748870 nChanged 6
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Mstep: Class 1 contains 4412 members 
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	Iteration 90Q: 3 clusters Score -1748867 nChanged 4
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Mstep: Class 1 contains 4408 members 
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1748865 nChanged 4
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Mstep: Class 1 contains 4404 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1748867 nChanged 2
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Mstep: Class 1 contains 4402 members 
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	Iteration 93Q: 3 clusters Score -1748866 nChanged 2
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Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1748867.875000 Penalty: 4737.093262
	Iteration 94Q: 3 clusters Score -1748868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1748868.000000 Penalty: 4737.093262
	Iteration 95Q: 3 clusters Score -1748868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1748870.000000 Penalty: 4737.093262
	Iteration 96Q: 3 clusters Score -1748870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1748870.000000 Penalty: 4737.093262
	Iteration 97F: 3 clusters Score -1748870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Entering Unmasked Estep 
Score: -829326.437500 Penalty: 2179.041260
	Iteration 0F: 2 clusters Score -829326.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -823859.000000 Penalty: 4358.082520
	Iteration 0F: 3 clusters Score -823859 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -825238.437500 Penalty: 4358.082520
	Iteration 1F: 3 clusters Score -825238.4 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -825459.750000 Penalty: 4358.082520
	Iteration 2F: 3 clusters Score -825459.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -825591.750000 Penalty: 4358.082520
	Iteration 3Q: 3 clusters Score -825591.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -825671.437500 Penalty: 4358.082520
	Iteration 4Q: 3 clusters Score -825671.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -825728.687500 Penalty: 4358.082520
	Iteration 5Q: 3 clusters Score -825728.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -825769.125000 Penalty: 4358.082520
	Iteration 6Q: 3 clusters Score -825769.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -825797.687500 Penalty: 4358.082520
	Iteration 7Q: 3 clusters Score -825797.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -825819.000000 Penalty: 4358.082520
	Iteration 8Q: 3 clusters Score -825819 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -825830.375000 Penalty: 4358.082520
	Iteration 9Q: 3 clusters Score -825830.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -825843.500000 Penalty: 4358.082520
	Iteration 10Q: 3 clusters Score -825843.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -825852.937500 Penalty: 4358.082520
	Iteration 11Q: 3 clusters Score -825852.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -825868.812500 Penalty: 4358.082520
	Iteration 12Q: 3 clusters Score -825868.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -825877.562500 Penalty: 4358.082520
	Iteration 13Q: 3 clusters Score -825877.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -825892.062500 Penalty: 4358.082520
	Iteration 14Q: 3 clusters Score -825892.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -825909.625000 Penalty: 4358.082520
	Iteration 15Q: 3 clusters Score -825909.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -825928.812500 Penalty: 4358.082520
	Iteration 16Q: 3 clusters Score -825928.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -825947.750000 Penalty: 4358.082520
	Iteration 17Q: 3 clusters Score -825947.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -825965.062500 Penalty: 4358.082520
	Iteration 18Q: 3 clusters Score -825965.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -825983.125000 Penalty: 4358.082520
	Iteration 19Q: 3 clusters Score -825983.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -826001.625000 Penalty: 4358.082520
	Iteration 20F: 3 clusters Score -826001.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -826032.000000 Penalty: 4358.082520
	Iteration 21Q: 3 clusters Score -826032 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -826059.937500 Penalty: 4358.082520
	Iteration 22Q: 3 clusters Score -826059.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -826091.125000 Penalty: 4358.082520
	Iteration 23Q: 3 clusters Score -826091.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -826122.812500 Penalty: 4358.082520
	Iteration 24Q: 3 clusters Score -826122.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -826164.625000 Penalty: 4358.082520
	Iteration 25Q: 3 clusters Score -826164.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -826222.062500 Penalty: 4358.082520
	Iteration 26Q: 3 clusters Score -826222.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -826289.437500 Penalty: 4358.082520
	Iteration 27Q: 3 clusters Score -826289.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -826377.187500 Penalty: 4358.082520
	Iteration 28Q: 3 clusters Score -826377.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -826473.687500 Penalty: 4358.082520
	Iteration 29Q: 3 clusters Score -826473.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -826575.000000 Penalty: 4358.082520
	Iteration 30Q: 3 clusters Score -826575 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -826669.250000 Penalty: 4358.082520
	Iteration 31Q: 3 clusters Score -826669.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -826748.375000 Penalty: 4358.082520
	Iteration 32Q: 3 clusters Score -826748.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -826835.125000 Penalty: 4358.082520
	Iteration 33Q: 3 clusters Score -826835.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -826922.250000 Penalty: 4358.082520
	Iteration 34Q: 3 clusters Score -826922.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -827008.812500 Penalty: 4358.082520
	Iteration 35Q: 3 clusters Score -827008.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -827091.375000 Penalty: 4358.082520
	Iteration 36Q: 3 clusters Score -827091.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -827153.125000 Penalty: 4358.082520
	Iteration 37Q: 3 clusters Score -827153.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -827204.187500 Penalty: 4358.082520
	Iteration 38Q: 3 clusters Score -827204.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -827250.875000 Penalty: 4358.082520
	Iteration 39Q: 3 clusters Score -827250.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -827289.125000 Penalty: 4358.082520
	Iteration 40F: 3 clusters Score -827289.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -827322.187500 Penalty: 4358.082520
	Iteration 41Q: 3 clusters Score -827322.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -827348.812500 Penalty: 4358.082520
	Iteration 42Q: 3 clusters Score -827348.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -827366.687500 Penalty: 4358.082520
	Iteration 43Q: 3 clusters Score -827366.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -827383.187500 Penalty: 4358.082520
	Iteration 44Q: 3 clusters Score -827383.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -827396.937500 Penalty: 4358.082520
	Iteration 45Q: 3 clusters Score -827396.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -827408.812500 Penalty: 4358.082520
	Iteration 46Q: 3 clusters Score -827408.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -827422.062500 Penalty: 4358.082520
	Iteration 47Q: 3 clusters Score -827422.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -827430.125000 Penalty: 4358.082520
	Iteration 48Q: 3 clusters Score -827430.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -827434.062500 Penalty: 4358.082520
	Iteration 49Q: 3 clusters Score -827434.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -827435.625000 Penalty: 4358.082520
	Iteration 50Q: 3 clusters Score -827435.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -827438.125000 Penalty: 4358.082520
	Iteration 51Q: 3 clusters Score -827438.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -827438.812500 Penalty: 4358.082520
	Iteration 52Q: 3 clusters Score -827438.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -827438.812500 Penalty: 4358.082520
	Iteration 53F: 3 clusters Score -827438.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Entering Unmasked Estep 
Score: -163896.328125 Penalty: 1798.509277
	Iteration 0F: 2 clusters Score -163896.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -161737.421875 Penalty: 3597.018555
	Iteration 0F: 3 clusters Score -161737.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -162125.515625 Penalty: 3597.018555
	Iteration 1F: 3 clusters Score -162125.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -162343.296875 Penalty: 3597.018555
	Iteration 2F: 3 clusters Score -162343.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -162452.187500 Penalty: 3597.018555
	Iteration 3F: 3 clusters Score -162452.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -162563.125000 Penalty: 3597.018555
	Iteration 4Q: 3 clusters Score -162563.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -162682.421875 Penalty: 3597.018555
	Iteration 5Q: 3 clusters Score -162682.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -162874.390625 Penalty: 3597.018555
	Iteration 6Q: 3 clusters Score -162874.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -163055.171875 Penalty: 3597.018555
	Iteration 7Q: 3 clusters Score -163055.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -163189.437500 Penalty: 3597.018555
	Iteration 8Q: 3 clusters Score -163189.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -163283.578125 Penalty: 3597.018555
	Iteration 9Q: 3 clusters Score -163283.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -163352.843750 Penalty: 3597.018555
	Iteration 10Q: 3 clusters Score -163352.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -163392.046875 Penalty: 3597.018555
	Iteration 11Q: 3 clusters Score -163392 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -163437.640625 Penalty: 3597.018555
	Iteration 12Q: 3 clusters Score -163437.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -163487.171875 Penalty: 3597.018555
	Iteration 13Q: 3 clusters Score -163487.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -163525.125000 Penalty: 3597.018555
	Iteration 14Q: 3 clusters Score -163525.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -163553.640625 Penalty: 3597.018555
	Iteration 15Q: 3 clusters Score -163553.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -163585.750000 Penalty: 3597.018555
	Iteration 16Q: 3 clusters Score -163585.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -163608.093750 Penalty: 3597.018555
	Iteration 17Q: 3 clusters Score -163608.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -163626.109375 Penalty: 3597.018555
	Iteration 18Q: 3 clusters Score -163626.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -163649.796875 Penalty: 3597.018555
	Iteration 19Q: 3 clusters Score -163649.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -163688.359375 Penalty: 3597.018555
	Iteration 20F: 3 clusters Score -163688.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -163730.890625 Penalty: 3597.018555
	Iteration 21Q: 3 clusters Score -163730.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -163769.468750 Penalty: 3597.018555
	Iteration 22Q: 3 clusters Score -163769.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -163807.453125 Penalty: 3597.018555
	Iteration 23Q: 3 clusters Score -163807.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -163849.218750 Penalty: 3597.018555
	Iteration 24Q: 3 clusters Score -163849.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -163897.515625 Penalty: 3597.018555
	Iteration 25Q: 3 clusters Score -163897.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -163939.921875 Penalty: 3597.018555
	Iteration 26Q: 3 clusters Score -163939.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -163999.578125 Penalty: 3597.018555
	Iteration 27Q: 3 clusters Score -163999.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -164050.468750 Penalty: 3597.018555
	Iteration 28Q: 3 clusters Score -164050.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -164078.703125 Penalty: 3597.018555
	Iteration 29Q: 3 clusters Score -164078.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -164103.687500 Penalty: 3597.018555
	Iteration 30Q: 3 clusters Score -164103.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -164116.968750 Penalty: 3597.018555
	Iteration 31Q: 3 clusters Score -164117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -164118.421875 Penalty: 3597.018555
	Iteration 32Q: 3 clusters Score -164118.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -164119.218750 Penalty: 3597.018555
	Iteration 33Q: 3 clusters Score -164119.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -164122.984375 Penalty: 3597.018555
	Iteration 34Q: 3 clusters Score -164123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -164125.625000 Penalty: 3597.018555
	Iteration 35Q: 3 clusters Score -164125.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -164127.359375 Penalty: 3597.018555
	Iteration 36Q: 3 clusters Score -164127.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -164130.171875 Penalty: 3597.018555
	Iteration 37Q: 3 clusters Score -164130.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -164133.937500 Penalty: 3597.018555
	Iteration 38Q: 3 clusters Score -164133.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -164137.265625 Penalty: 3597.018555
	Iteration 39Q: 3 clusters Score -164137.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -164138.703125 Penalty: 3597.018555
	Iteration 40F: 3 clusters Score -164138.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -164140.218750 Penalty: 3597.018555
	Iteration 41Q: 3 clusters Score -164140.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -164140.750000 Penalty: 3597.018555
	Iteration 42Q: 3 clusters Score -164140.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -164140.750000 Penalty: 3597.018555
	Iteration 43F: 3 clusters Score -164140.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 21161 members 
Mstep: Class 3 contains 47693 members 
Mstep: Class 4 contains 237167 members 
Mstep: Class 5 contains 14053 members 
Mstep: Class 6 contains 6545 members 
Mstep: Class 7 contains 479 members 
Mstep: Class 8 contains 57061 members 
Mstep: Class 9 contains 40384 members 
Mstep: Class 10 contains 22169 members 
Mstep: Class 11 contains 9008 members 
Mstep: Class 12 contains 17131 members 
Mstep: Class 13 contains 35958 members 
Mstep: Class 14 contains 2023 members 
Mstep: Class 15 contains 4482 members 
Mstep: Class 16 contains 1916 members 
Mstep: Class 17 contains 2646 members 
Mstep: Class 18 contains 217774 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 18949 members 
Mstep: Class 21 contains 76474 members 
Mstep: Class 22 contains 932 members 
Mstep: Class 23 contains 16466 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
Score: -104759752.000000 Penalty: 81314.312500
Splitting cluster 7 changes total score from -104760992.000000 to -104759752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (57061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57061 members 
Entering Unmasked Estep 
Score: -7211373.500000 Penalty: 2716.065186
	Iteration 0F: 2 clusters Score -7211374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 28555 members 
Entering Unmasked Estep 
Score: -7173186.500000 Penalty: 5432.130371
	Iteration 0F: 3 clusters Score -7173186 nChanged 26316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28248 members 
Mstep: Class 2 contains 28813 members 
Entering Unmasked Estep 
Score: -7187618.000000 Penalty: 5432.130371
	Iteration 1F: 3 clusters Score -7187618 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 28817 members 
Entering Unmasked Estep 
Score: -7188150.000000 Penalty: 5432.130371
	Iteration 2Q: 3 clusters Score -7188150 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 28838 members 
Entering Unmasked Estep 
Score: -7188575.500000 Penalty: 5432.130371
	Iteration 3Q: 3 clusters Score -7188576 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28192 members 
Mstep: Class 2 contains 28869 members 
Entering Unmasked Estep 
Score: -7189072.500000 Penalty: 5432.130371
	Iteration 4Q: 3 clusters Score -7189072 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -7189539.000000 Penalty: 5432.130371
	Iteration 5Q: 3 clusters Score -7189539 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -7190173.500000 Penalty: 5432.130371
	Iteration 6Q: 3 clusters Score -7190174 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -7190972.500000 Penalty: 5432.130371
	Iteration 7Q: 3 clusters Score -7190972 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -7192187.000000 Penalty: 5432.130371
	Iteration 8Q: 3 clusters Score -7192187 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -7193868.500000 Penalty: 5432.130371
	Iteration 9F: 3 clusters Score -7193868 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 31662 members 
Entering Unmasked Estep 
Score: -7195914.000000 Penalty: 5432.130371
	Iteration 10F: 3 clusters Score -7195914 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24592 members 
Mstep: Class 2 contains 32469 members 
Entering Unmasked Estep 
Score: -7198002.500000 Penalty: 5432.130371
	Iteration 11F: 3 clusters Score -7198002 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 33077 members 
Entering Unmasked Estep 
Score: -7199504.000000 Penalty: 5432.130371
	Iteration 12F: 3 clusters Score -7199504 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23453 members 
Mstep: Class 2 contains 33608 members 
Entering Unmasked Estep 
Score: -7200314.500000 Penalty: 5432.130371
	Iteration 13Q: 3 clusters Score -7200314 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -7200726.000000 Penalty: 5432.130371
	Iteration 14Q: 3 clusters Score -7200726 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22452 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -7201009.000000 Penalty: 5432.130371
	Iteration 15Q: 3 clusters Score -7201009 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21867 members 
Mstep: Class 2 contains 35194 members 
Entering Unmasked Estep 
Score: -7201207.000000 Penalty: 5432.130371
	Iteration 16Q: 3 clusters Score -7201207 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
Score: -7201421.500000 Penalty: 5432.130371
	Iteration 17Q: 3 clusters Score -7201422 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -7201679.500000 Penalty: 5432.130371
	Iteration 18Q: 3 clusters Score -7201680 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 37104 members 
Entering Unmasked Estep 
Score: -7201897.000000 Penalty: 5432.130371
	Iteration 19Q: 3 clusters Score -7201897 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 37847 members 
Entering Unmasked Estep 
Score: -7202149.000000 Penalty: 5432.130371
	Iteration 20F: 3 clusters Score -7202149 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -7202436.000000 Penalty: 5432.130371
	Iteration 21Q: 3 clusters Score -7202436 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 39463 members 
Entering Unmasked Estep 
Score: -7202776.500000 Penalty: 5432.130371
	Iteration 22Q: 3 clusters Score -7202776 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 40299 members 
Entering Unmasked Estep 
Score: -7203059.000000 Penalty: 5432.130371
	Iteration 23Q: 3 clusters Score -7203059 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 41158 members 
Entering Unmasked Estep 
Score: -7203429.500000 Penalty: 5432.130371
	Iteration 24Q: 3 clusters Score -7203430 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 42025 members 
Entering Unmasked Estep 
Score: -7203820.500000 Penalty: 5432.130371
	Iteration 25Q: 3 clusters Score -7203820 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 42912 members 
Entering Unmasked Estep 
Score: -7204293.500000 Penalty: 5432.130371
	Iteration 26Q: 3 clusters Score -7204294 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 43762 members 
Entering Unmasked Estep 
Score: -7204732.500000 Penalty: 5432.130371
	Iteration 27Q: 3 clusters Score -7204732 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 44611 members 
Entering Unmasked Estep 
Score: -7205175.000000 Penalty: 5432.130371
	Iteration 28Q: 3 clusters Score -7205175 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 45410 members 
Entering Unmasked Estep 
Score: -7205561.500000 Penalty: 5432.130371
	Iteration 29Q: 3 clusters Score -7205562 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 46146 members 
Entering Unmasked Estep 
Score: -7205917.500000 Penalty: 5432.130371
	Iteration 30Q: 3 clusters Score -7205918 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 46862 members 
Entering Unmasked Estep 
Score: -7206207.500000 Penalty: 5432.130371
	Iteration 31Q: 3 clusters Score -7206208 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 47519 members 
Entering Unmasked Estep 
Score: -7206433.000000 Penalty: 5432.130371
	Iteration 32Q: 3 clusters Score -7206433 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 48133 members 
Entering Unmasked Estep 
Score: -7206688.000000 Penalty: 5432.130371
	Iteration 33Q: 3 clusters Score -7206688 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 48753 members 
Entering Unmasked Estep 
Score: -7206927.000000 Penalty: 5432.130371
	Iteration 34Q: 3 clusters Score -7206927 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 49321 members 
Entering Unmasked Estep 
Score: -7207135.500000 Penalty: 5432.130371
	Iteration 35Q: 3 clusters Score -7207136 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 49852 members 
Entering Unmasked Estep 
Score: -7207327.000000 Penalty: 5432.130371
	Iteration 36Q: 3 clusters Score -7207327 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 50309 members 
Entering Unmasked Estep 
Score: -7207492.000000 Penalty: 5432.130371
	Iteration 37Q: 3 clusters Score -7207492 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 50760 members 
Entering Unmasked Estep 
Score: -7207631.500000 Penalty: 5432.130371
	Iteration 38Q: 3 clusters Score -7207632 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 51175 members 
Entering Unmasked Estep 
Score: -7207775.000000 Penalty: 5432.130371
	Iteration 39Q: 3 clusters Score -7207775 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 51540 members 
Entering Unmasked Estep 
Score: -7207875.500000 Penalty: 5432.130371
	Iteration 40F: 3 clusters Score -7207876 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 51921 members 
Entering Unmasked Estep 
Score: -7208003.500000 Penalty: 5432.130371
	Iteration 41Q: 3 clusters Score -7208004 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 52258 members 
Entering Unmasked Estep 
Score: -7208130.000000 Penalty: 5432.130371
	Iteration 42Q: 3 clusters Score -7208130 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 52563 members 
Entering Unmasked Estep 
Score: -7208224.500000 Penalty: 5432.130371
	Iteration 43Q: 3 clusters Score -7208224 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 52838 members 
Entering Unmasked Estep 
Score: -7208323.000000 Penalty: 5432.130371
	Iteration 44Q: 3 clusters Score -7208323 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 53082 members 
Entering Unmasked Estep 
Score: -7208429.500000 Penalty: 5432.130371
	Iteration 45Q: 3 clusters Score -7208430 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 53282 members 
Entering Unmasked Estep 
Score: -7208486.500000 Penalty: 5432.130371
	Iteration 46Q: 3 clusters Score -7208486 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 53487 members 
Entering Unmasked Estep 
Score: -7208538.000000 Penalty: 5432.130371
	Iteration 47Q: 3 clusters Score -7208538 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 53662 members 
Entering Unmasked Estep 
Score: -7208595.500000 Penalty: 5432.130371
	Iteration 48Q: 3 clusters Score -7208596 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 53826 members 
Entering Unmasked Estep 
Score: -7208631.000000 Penalty: 5432.130371
	Iteration 49Q: 3 clusters Score -7208631 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 53950 members 
Entering Unmasked Estep 
Score: -7208665.000000 Penalty: 5432.130371
	Iteration 50Q: 3 clusters Score -7208665 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 54056 members 
Entering Unmasked Estep 
Score: -7208726.000000 Penalty: 5432.130371
	Iteration 51Q: 3 clusters Score -7208726 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 54173 members 
Entering Unmasked Estep 
Score: -7208772.500000 Penalty: 5432.130371
	Iteration 52Q: 3 clusters Score -7208772 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 54274 members 
Entering Unmasked Estep 
Score: -7208786.000000 Penalty: 5432.130371
	Iteration 53Q: 3 clusters Score -7208786 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 54371 members 
Entering Unmasked Estep 
Score: -7208818.500000 Penalty: 5432.130371
	Iteration 54Q: 3 clusters Score -7208818 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 54442 members 
Entering Unmasked Estep 
Score: -7208818.500000 Penalty: 5432.130371
	Iteration 55Q: 3 clusters Score -7208818 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 54502 members 
Entering Unmasked Estep 
Score: -7208810.500000 Penalty: 5432.130371
	Iteration 56Q: 3 clusters Score -7208810 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 54558 members 
Entering Unmasked Estep 
Score: -7208828.500000 Penalty: 5432.130371
	Iteration 57Q: 3 clusters Score -7208828 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 54617 members 
Entering Unmasked Estep 
Score: -7208848.500000 Penalty: 5432.130371
	Iteration 58Q: 3 clusters Score -7208848 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 54687 members 
Entering Unmasked Estep 
Score: -7208874.500000 Penalty: 5432.130371
	Iteration 59Q: 3 clusters Score -7208874 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 54744 members 
Entering Unmasked Estep 
Score: -7208882.000000 Penalty: 5432.130371
	Iteration 60F: 3 clusters Score -7208882 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 54798 members 
Entering Unmasked Estep 
Score: -7208897.500000 Penalty: 5432.130371
	Iteration 61Q: 3 clusters Score -7208898 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 54844 members 
Entering Unmasked Estep 
Score: -7208913.500000 Penalty: 5432.130371
	Iteration 62Q: 3 clusters Score -7208914 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 54886 members 
Entering Unmasked Estep 
Score: -7208934.000000 Penalty: 5432.130371
	Iteration 63Q: 3 clusters Score -7208934 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 54936 members 
Entering Unmasked Estep 
Score: -7208947.500000 Penalty: 5432.130371
	Iteration 64Q: 3 clusters Score -7208948 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 54974 members 
Entering Unmasked Estep 
Score: -7208949.000000 Penalty: 5432.130371
	Iteration 65Q: 3 clusters Score -7208949 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 55028 members 
Entering Unmasked Estep 
Score: -7208985.500000 Penalty: 5432.130371
	Iteration 66Q: 3 clusters Score -7208986 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 55073 members 
Entering Unmasked Estep 
Score: -7208996.500000 Penalty: 5432.130371
	Iteration 67Q: 3 clusters Score -7208996 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 55105 members 
Entering Unmasked Estep 
Score: -7208999.500000 Penalty: 5432.130371
	Iteration 68Q: 3 clusters Score -7209000 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 55137 members 
Entering Unmasked Estep 
Score: -7209004.500000 Penalty: 5432.130371
	Iteration 69Q: 3 clusters Score -7209004 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 55163 members 
Entering Unmasked Estep 
Score: -7209014.000000 Penalty: 5432.130371
	Iteration 70Q: 3 clusters Score -7209014 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 55182 members 
Entering Unmasked Estep 
Score: -7209013.000000 Penalty: 5432.130371
	Iteration 71Q: 3 clusters Score -7209013 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 55205 members 
Entering Unmasked Estep 
Score: -7209013.500000 Penalty: 5432.130371
	Iteration 72Q: 3 clusters Score -7209014 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 55232 members 
Entering Unmasked Estep 
Score: -7209029.000000 Penalty: 5432.130371
	Iteration 73Q: 3 clusters Score -7209029 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 55265 members 
Entering Unmasked Estep 
Score: -7209032.000000 Penalty: 5432.130371
	Iteration 74Q: 3 clusters Score -7209032 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 55297 members 
Entering Unmasked Estep 
Score: -7209042.000000 Penalty: 5432.130371
	Iteration 75Q: 3 clusters Score -7209042 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 55319 members 
Entering Unmasked Estep 
Score: -7209039.500000 Penalty: 5432.130371
	Iteration 76Q: 3 clusters Score -7209040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 55331 members 
Entering Unmasked Estep 
Score: -7209046.000000 Penalty: 5432.130371
	Iteration 77Q: 3 clusters Score -7209046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 55345 members 
Entering Unmasked Estep 
Score: -7209047.500000 Penalty: 5432.130371
	Iteration 78Q: 3 clusters Score -7209048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 55358 members 
Entering Unmasked Estep 
Score: -7209045.500000 Penalty: 5432.130371
	Iteration 79Q: 3 clusters Score -7209046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 55371 members 
Entering Unmasked Estep 
Score: -7209043.500000 Penalty: 5432.130371
	Iteration 80F: 3 clusters Score -7209044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 55387 members 
Entering Unmasked Estep 
Score: -7209052.000000 Penalty: 5432.130371
	Iteration 81Q: 3 clusters Score -7209052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 55398 members 
Entering Unmasked Estep 
Score: -7209059.500000 Penalty: 5432.130371
	Iteration 82Q: 3 clusters Score -7209060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 55409 members 
Entering Unmasked Estep 
Score: -7209066.500000 Penalty: 5432.130371
	Iteration 83Q: 3 clusters Score -7209066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 55425 members 
Entering Unmasked Estep 
Score: -7209057.500000 Penalty: 5432.130371
	Iteration 84Q: 3 clusters Score -7209058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 55431 members 
Entering Unmasked Estep 
Score: -7209058.500000 Penalty: 5432.130371
	Iteration 85Q: 3 clusters Score -7209058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 55442 members 
Entering Unmasked Estep 
Score: -7209061.500000 Penalty: 5432.130371
	Iteration 86Q: 3 clusters Score -7209062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 55449 members 
Entering Unmasked Estep 
Score: -7209067.000000 Penalty: 5432.130371
	Iteration 87Q: 3 clusters Score -7209067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 55452 members 
Entering Unmasked Estep 
Score: -7209069.500000 Penalty: 5432.130371
	Iteration 88Q: 3 clusters Score -7209070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 55454 members 
Entering Unmasked Estep 
Score: -7209070.000000 Penalty: 5432.130371
	Iteration 89Q: 3 clusters Score -7209070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 55457 members 
Entering Unmasked Estep 
Score: -7209073.000000 Penalty: 5432.130371
	Iteration 90Q: 3 clusters Score -7209073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 55458 members 
Entering Unmasked Estep 
Score: -7209073.000000 Penalty: 5432.130371
	Iteration 91Q: 3 clusters Score -7209073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 55460 members 
Entering Unmasked Estep 
Score: -7209072.000000 Penalty: 5432.130371
	Iteration 92Q: 3 clusters Score -7209072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 55462 members 
Entering Unmasked Estep 
Score: -7209071.000000 Penalty: 5432.130371
	Iteration 93Q: 3 clusters Score -7209071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 55463 members 
Entering Unmasked Estep 
Score: -7209069.500000 Penalty: 5432.130371
	Iteration 94Q: 3 clusters Score -7209070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 55463 members 
Entering Unmasked Estep 
Score: -7209069.500000 Penalty: 5432.130371
	Iteration 95F: 3 clusters Score -7209070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (40384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40384 members 
Entering Unmasked Estep 
Score: -5100881.500000 Penalty: 2630.334717
	Iteration 0F: 2 clusters Score -5100882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20245 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -5073402.500000 Penalty: 5260.669434
	Iteration 0F: 3 clusters Score -5073402 nChanged 18458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -5083564.500000 Penalty: 5260.669434
	Iteration 1F: 3 clusters Score -5083564 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -5084002.000000 Penalty: 5260.669434
	Iteration 2Q: 3 clusters Score -5084002 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -5084360.000000 Penalty: 5260.669434
	Iteration 3Q: 3 clusters Score -5084360 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -5084691.500000 Penalty: 5260.669434
	Iteration 4Q: 3 clusters Score -5084692 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -5085039.000000 Penalty: 5260.669434
	Iteration 5Q: 3 clusters Score -5085039 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -5085423.000000 Penalty: 5260.669434
	Iteration 6Q: 3 clusters Score -5085423 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 17072 members 
Entering Unmasked Estep 
Score: -5085979.500000 Penalty: 5260.669434
	Iteration 7Q: 3 clusters Score -5085980 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -5086864.000000 Penalty: 5260.669434
	Iteration 8Q: 3 clusters Score -5086864 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26707 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -5088124.500000 Penalty: 5260.669434
	Iteration 9F: 3 clusters Score -5088124 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -5089883.000000 Penalty: 5260.669434
	Iteration 10F: 3 clusters Score -5089883 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31432 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -5091892.500000 Penalty: 5260.669434
	Iteration 11F: 3 clusters Score -5091892 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -5093705.000000 Penalty: 5260.669434
	Iteration 12F: 3 clusters Score -5093705 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -5095201.500000 Penalty: 5260.669434
	Iteration 13Q: 3 clusters Score -5095202 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36840 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -5096425.500000 Penalty: 5260.669434
	Iteration 14Q: 3 clusters Score -5096426 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37855 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -5097253.000000 Penalty: 5260.669434
	Iteration 15Q: 3 clusters Score -5097253 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38488 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -5097698.500000 Penalty: 5260.669434
	Iteration 16Q: 3 clusters Score -5097698 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -5097965.000000 Penalty: 5260.669434
	Iteration 17Q: 3 clusters Score -5097965 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39174 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -5098167.000000 Penalty: 5260.669434
	Iteration 18Q: 3 clusters Score -5098167 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39351 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -5098278.000000 Penalty: 5260.669434
	Iteration 19Q: 3 clusters Score -5098278 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39450 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -5098350.500000 Penalty: 5260.669434
	Iteration 20F: 3 clusters Score -5098350 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39512 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5098387.500000 Penalty: 5260.669434
	Iteration 21Q: 3 clusters Score -5098388 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39556 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -5098422.500000 Penalty: 5260.669434
	Iteration 22Q: 3 clusters Score -5098422 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39595 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -5098445.000000 Penalty: 5260.669434
	Iteration 23Q: 3 clusters Score -5098445 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39626 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -5098462.500000 Penalty: 5260.669434
	Iteration 24Q: 3 clusters Score -5098462 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39653 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -5098486.500000 Penalty: 5260.669434
	Iteration 25Q: 3 clusters Score -5098486 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39683 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -5098503.000000 Penalty: 5260.669434
	Iteration 26Q: 3 clusters Score -5098503 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -5098518.000000 Penalty: 5260.669434
	Iteration 27Q: 3 clusters Score -5098518 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39733 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -5098540.000000 Penalty: 5260.669434
	Iteration 28Q: 3 clusters Score -5098540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39748 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5098559.500000 Penalty: 5260.669434
	Iteration 29Q: 3 clusters Score -5098560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39762 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5098563.500000 Penalty: 5260.669434
	Iteration 30Q: 3 clusters Score -5098564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39773 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5098575.500000 Penalty: 5260.669434
	Iteration 31Q: 3 clusters Score -5098576 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -5098596.000000 Penalty: 5260.669434
	Iteration 32Q: 3 clusters Score -5098596 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39798 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -5098603.500000 Penalty: 5260.669434
	Iteration 33Q: 3 clusters Score -5098604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39807 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -5098605.500000 Penalty: 5260.669434
	Iteration 34Q: 3 clusters Score -5098606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39813 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -5098611.000000 Penalty: 5260.669434
	Iteration 35Q: 3 clusters Score -5098611 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39818 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -5098612.000000 Penalty: 5260.669434
	Iteration 36Q: 3 clusters Score -5098612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39820 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -5098615.000000 Penalty: 5260.669434
	Iteration 37Q: 3 clusters Score -5098615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39824 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -5098617.000000 Penalty: 5260.669434
	Iteration 38Q: 3 clusters Score -5098617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39826 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5098617.000000 Penalty: 5260.669434
	Iteration 39Q: 3 clusters Score -5098617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39827 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5098620.000000 Penalty: 5260.669434
	Iteration 40F: 3 clusters Score -5098620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39828 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5098619.500000 Penalty: 5260.669434
	Iteration 41Q: 3 clusters Score -5098620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39830 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -5098618.500000 Penalty: 5260.669434
	Iteration 42Q: 3 clusters Score -5098618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39831 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -5098615.500000 Penalty: 5260.669434
	Iteration 43Q: 3 clusters Score -5098616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39831 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -5098615.500000 Penalty: 5260.669434
	Iteration 44F: 3 clusters Score -5098616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Entering Unmasked Estep 
Score: -2670023.250000 Penalty: 2481.599854
	Iteration 0F: 2 clusters Score -2670023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -2654595.250000 Penalty: 4963.199707
	Iteration 0F: 3 clusters Score -2654595 nChanged 9786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -2659918.500000 Penalty: 4963.199707
	Iteration 1F: 3 clusters Score -2659918 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -2660416.750000 Penalty: 4963.199707
	Iteration 2F: 3 clusters Score -2660417 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -2660822.000000 Penalty: 4963.199707
	Iteration 3Q: 3 clusters Score -2660822 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -2661160.000000 Penalty: 4963.199707
	Iteration 4Q: 3 clusters Score -2661160 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -2661476.750000 Penalty: 4963.199707
	Iteration 5Q: 3 clusters Score -2661477 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -2661747.250000 Penalty: 4963.199707
	Iteration 6Q: 3 clusters Score -2661747 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -2662022.500000 Penalty: 4963.199707
	Iteration 7Q: 3 clusters Score -2662022 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -2662279.250000 Penalty: 4963.199707
	Iteration 8Q: 3 clusters Score -2662279 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -2662531.750000 Penalty: 4963.199707
	Iteration 9Q: 3 clusters Score -2662532 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -2662796.000000 Penalty: 4963.199707
	Iteration 10Q: 3 clusters Score -2662796 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -2663080.250000 Penalty: 4963.199707
	Iteration 11Q: 3 clusters Score -2663080 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -2663370.750000 Penalty: 4963.199707
	Iteration 12Q: 3 clusters Score -2663371 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -2663726.250000 Penalty: 4963.199707
	Iteration 13Q: 3 clusters Score -2663726 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -2664172.750000 Penalty: 4963.199707
	Iteration 14Q: 3 clusters Score -2664173 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -2664690.000000 Penalty: 4963.199707
	Iteration 15Q: 3 clusters Score -2664690 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -2665280.500000 Penalty: 4963.199707
	Iteration 16Q: 3 clusters Score -2665280 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18833 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -2665838.250000 Penalty: 4963.199707
	Iteration 17Q: 3 clusters Score -2665838 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2666336.000000 Penalty: 4963.199707
	Iteration 18Q: 3 clusters Score -2666336 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2666778.750000 Penalty: 4963.199707
	Iteration 19Q: 3 clusters Score -2666779 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2667066.000000 Penalty: 4963.199707
	Iteration 20F: 3 clusters Score -2667066 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2667280.750000 Penalty: 4963.199707
	Iteration 21Q: 3 clusters Score -2667281 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2667472.000000 Penalty: 4963.199707
	Iteration 22Q: 3 clusters Score -2667472 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2667606.250000 Penalty: 4963.199707
	Iteration 23Q: 3 clusters Score -2667606 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2667716.000000 Penalty: 4963.199707
	Iteration 24Q: 3 clusters Score -2667716 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2667790.250000 Penalty: 4963.199707
	Iteration 25Q: 3 clusters Score -2667790 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21567 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2667863.750000 Penalty: 4963.199707
	Iteration 26Q: 3 clusters Score -2667864 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2667914.000000 Penalty: 4963.199707
	Iteration 27Q: 3 clusters Score -2667914 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21648 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2667940.000000 Penalty: 4963.199707
	Iteration 28Q: 3 clusters Score -2667940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2667949.250000 Penalty: 4963.199707
	Iteration 29Q: 3 clusters Score -2667949 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2667964.500000 Penalty: 4963.199707
	Iteration 30Q: 3 clusters Score -2667964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -2667974.000000 Penalty: 4963.199707
	Iteration 31Q: 3 clusters Score -2667974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -2667984.750000 Penalty: 4963.199707
	Iteration 32Q: 3 clusters Score -2667985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2667994.000000 Penalty: 4963.199707
	Iteration 33Q: 3 clusters Score -2667994 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21722 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -2668005.000000 Penalty: 4963.199707
	Iteration 34Q: 3 clusters Score -2668005 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2668009.250000 Penalty: 4963.199707
	Iteration 35Q: 3 clusters Score -2668009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -2668012.750000 Penalty: 4963.199707
	Iteration 36Q: 3 clusters Score -2668013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2668014.500000 Penalty: 4963.199707
	Iteration 37Q: 3 clusters Score -2668014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -2668018.000000 Penalty: 4963.199707
	Iteration 38Q: 3 clusters Score -2668018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2668022.250000 Penalty: 4963.199707
	Iteration 39Q: 3 clusters Score -2668022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -2668020.750000 Penalty: 4963.199707
	Iteration 40F: 3 clusters Score -2668021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Entering Unmasked Estep 
Score: -1067345.875000 Penalty: 2258.255371
	Iteration 0F: 2 clusters Score -1067346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1060325.250000 Penalty: 4516.510742
	Iteration 0F: 3 clusters Score -1060325 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1062388.375000 Penalty: 4516.510742
	Iteration 1F: 3 clusters Score -1062388 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1062835.250000 Penalty: 4516.510742
	Iteration 2F: 3 clusters Score -1062835 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1063343.250000 Penalty: 4516.510742
	Iteration 3F: 3 clusters Score -1063343 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1063897.875000 Penalty: 4516.510742
	Iteration 4F: 3 clusters Score -1063898 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1064389.625000 Penalty: 4516.510742
	Iteration 5F: 3 clusters Score -1064390 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1064818.875000 Penalty: 4516.510742
	Iteration 6F: 3 clusters Score -1064819 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1065156.750000 Penalty: 4516.510742
	Iteration 7F: 3 clusters Score -1065157 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1065437.250000 Penalty: 4516.510742
	Iteration 8Q: 3 clusters Score -1065437 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -1065629.750000 Penalty: 4516.510742
	Iteration 9Q: 3 clusters Score -1065630 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -1065754.875000 Penalty: 4516.510742
	Iteration 10Q: 3 clusters Score -1065755 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1065833.625000 Penalty: 4516.510742
	Iteration 11Q: 3 clusters Score -1065834 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1065890.500000 Penalty: 4516.510742
	Iteration 12Q: 3 clusters Score -1065890 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1065933.875000 Penalty: 4516.510742
	Iteration 13Q: 3 clusters Score -1065934 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1065969.375000 Penalty: 4516.510742
	Iteration 14Q: 3 clusters Score -1065969 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1066000.500000 Penalty: 4516.510742
	Iteration 15Q: 3 clusters Score -1066000 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1066026.625000 Penalty: 4516.510742
	Iteration 16Q: 3 clusters Score -1066027 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1066042.125000 Penalty: 4516.510742
	Iteration 17Q: 3 clusters Score -1066042 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1066058.250000 Penalty: 4516.510742
	Iteration 18Q: 3 clusters Score -1066058 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1066065.250000 Penalty: 4516.510742
	Iteration 19Q: 3 clusters Score -1066065 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1066080.375000 Penalty: 4516.510742
	Iteration 20F: 3 clusters Score -1066080 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1066088.000000 Penalty: 4516.510742
	Iteration 21Q: 3 clusters Score -1066088 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1066094.750000 Penalty: 4516.510742
	Iteration 22Q: 3 clusters Score -1066095 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1066099.000000 Penalty: 4516.510742
	Iteration 23Q: 3 clusters Score -1066099 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1066104.250000 Penalty: 4516.510742
	Iteration 24Q: 3 clusters Score -1066104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1066110.375000 Penalty: 4516.510742
	Iteration 25Q: 3 clusters Score -1066110 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -1066119.375000 Penalty: 4516.510742
	Iteration 26Q: 3 clusters Score -1066119 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1066124.125000 Penalty: 4516.510742
	Iteration 27Q: 3 clusters Score -1066124 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1066127.625000 Penalty: 4516.510742
	Iteration 28Q: 3 clusters Score -1066128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1066133.875000 Penalty: 4516.510742
	Iteration 29Q: 3 clusters Score -1066134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1066138.625000 Penalty: 4516.510742
	Iteration 30Q: 3 clusters Score -1066139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1066142.000000 Penalty: 4516.510742
	Iteration 31Q: 3 clusters Score -1066142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1066148.000000 Penalty: 4516.510742
	Iteration 32Q: 3 clusters Score -1066148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1066151.875000 Penalty: 4516.510742
	Iteration 33Q: 3 clusters Score -1066152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1066156.125000 Penalty: 4516.510742
	Iteration 34Q: 3 clusters Score -1066156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1066159.000000 Penalty: 4516.510742
	Iteration 35Q: 3 clusters Score -1066159 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1066161.500000 Penalty: 4516.510742
	Iteration 36Q: 3 clusters Score -1066162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1066166.250000 Penalty: 4516.510742
	Iteration 37Q: 3 clusters Score -1066166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1066172.375000 Penalty: 4516.510742
	Iteration 38Q: 3 clusters Score -1066172 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1066174.875000 Penalty: 4516.510742
	Iteration 39Q: 3 clusters Score -1066175 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1066181.250000 Penalty: 4516.510742
	Iteration 40F: 3 clusters Score -1066181 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1066190.000000 Penalty: 4516.510742
	Iteration 41Q: 3 clusters Score -1066190 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1066195.375000 Penalty: 4516.510742
	Iteration 42Q: 3 clusters Score -1066195 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1066203.250000 Penalty: 4516.510742
	Iteration 43Q: 3 clusters Score -1066203 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1066212.750000 Penalty: 4516.510742
	Iteration 44Q: 3 clusters Score -1066213 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1066220.125000 Penalty: 4516.510742
	Iteration 45Q: 3 clusters Score -1066220 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1066227.000000 Penalty: 4516.510742
	Iteration 46Q: 3 clusters Score -1066227 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1066233.875000 Penalty: 4516.510742
	Iteration 47Q: 3 clusters Score -1066234 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1066240.250000 Penalty: 4516.510742
	Iteration 48Q: 3 clusters Score -1066240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1066243.875000 Penalty: 4516.510742
	Iteration 49Q: 3 clusters Score -1066244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1066244.125000 Penalty: 4516.510742
	Iteration 50Q: 3 clusters Score -1066244 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1066246.000000 Penalty: 4516.510742
	Iteration 51Q: 3 clusters Score -1066246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1066254.250000 Penalty: 4516.510742
	Iteration 52Q: 3 clusters Score -1066254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1066258.500000 Penalty: 4516.510742
	Iteration 53Q: 3 clusters Score -1066258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1066260.500000 Penalty: 4516.510742
	Iteration 54Q: 3 clusters Score -1066260 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1066264.750000 Penalty: 4516.510742
	Iteration 55Q: 3 clusters Score -1066265 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1066273.000000 Penalty: 4516.510742
	Iteration 56Q: 3 clusters Score -1066273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1066277.750000 Penalty: 4516.510742
	Iteration 57Q: 3 clusters Score -1066278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1066281.750000 Penalty: 4516.510742
	Iteration 58Q: 3 clusters Score -1066282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1066285.875000 Penalty: 4516.510742
	Iteration 59Q: 3 clusters Score -1066286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1066286.875000 Penalty: 4516.510742
	Iteration 60F: 3 clusters Score -1066287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1066290.125000 Penalty: 4516.510742
	Iteration 61Q: 3 clusters Score -1066290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1066291.875000 Penalty: 4516.510742
	Iteration 62Q: 3 clusters Score -1066292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1066296.625000 Penalty: 4516.510742
	Iteration 63Q: 3 clusters Score -1066297 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -1066300.625000 Penalty: 4516.510742
	Iteration 64Q: 3 clusters Score -1066301 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1066303.875000 Penalty: 4516.510742
	Iteration 65Q: 3 clusters Score -1066304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1066307.125000 Penalty: 4516.510742
	Iteration 66Q: 3 clusters Score -1066307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -1066313.625000 Penalty: 4516.510742
	Iteration 67Q: 3 clusters Score -1066314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1066313.750000 Penalty: 4516.510742
	Iteration 68Q: 3 clusters Score -1066314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1066314.250000 Penalty: 4516.510742
	Iteration 69Q: 3 clusters Score -1066314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1066314.250000 Penalty: 4516.510742
	Iteration 70F: 3 clusters Score -1066314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Entering Unmasked Estep 
Score: -2167919.500000 Penalty: 2417.663818
	Iteration 0F: 2 clusters Score -2167920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -2155757.750000 Penalty: 4835.327637
	Iteration 0F: 3 clusters Score -2155758 nChanged 7343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -2159740.250000 Penalty: 4835.327637
	Iteration 1F: 3 clusters Score -2159740 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -2160103.250000 Penalty: 4835.327637
	Iteration 2F: 3 clusters Score -2160103 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -2160413.000000 Penalty: 4835.327637
	Iteration 3Q: 3 clusters Score -2160413 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2160762.500000 Penalty: 4835.327637
	Iteration 4Q: 3 clusters Score -2160762 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 10197 members 
Entering Unmasked Estep 
Score: -2161130.750000 Penalty: 4835.327637
	Iteration 5Q: 3 clusters Score -2161131 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -2161617.250000 Penalty: 4835.327637
	Iteration 6Q: 3 clusters Score -2161617 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -2162219.250000 Penalty: 4835.327637
	Iteration 7F: 3 clusters Score -2162219 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -2162905.000000 Penalty: 4835.327637
	Iteration 8F: 3 clusters Score -2162905 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -2163597.000000 Penalty: 4835.327637
	Iteration 9F: 3 clusters Score -2163597 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -2164232.000000 Penalty: 4835.327637
	Iteration 10Q: 3 clusters Score -2164232 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -2164688.250000 Penalty: 4835.327637
	Iteration 11Q: 3 clusters Score -2164688 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -2165025.500000 Penalty: 4835.327637
	Iteration 12Q: 3 clusters Score -2165026 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -2165254.750000 Penalty: 4835.327637
	Iteration 13Q: 3 clusters Score -2165255 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 15024 members 
Entering Unmasked Estep 
Score: -2165444.500000 Penalty: 4835.327637
	Iteration 14Q: 3 clusters Score -2165444 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -2165588.000000 Penalty: 4835.327637
	Iteration 15Q: 3 clusters Score -2165588 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -2165667.750000 Penalty: 4835.327637
	Iteration 16Q: 3 clusters Score -2165668 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -2165722.500000 Penalty: 4835.327637
	Iteration 17Q: 3 clusters Score -2165722 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -2165758.500000 Penalty: 4835.327637
	Iteration 18Q: 3 clusters Score -2165758 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -2165789.250000 Penalty: 4835.327637
	Iteration 19Q: 3 clusters Score -2165789 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -2165812.250000 Penalty: 4835.327637
	Iteration 20F: 3 clusters Score -2165812 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -2165829.000000 Penalty: 4835.327637
	Iteration 21Q: 3 clusters Score -2165829 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -2165843.000000 Penalty: 4835.327637
	Iteration 22Q: 3 clusters Score -2165843 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -2165853.500000 Penalty: 4835.327637
	Iteration 23Q: 3 clusters Score -2165854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -2165867.000000 Penalty: 4835.327637
	Iteration 24Q: 3 clusters Score -2165867 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -2165874.000000 Penalty: 4835.327637
	Iteration 25Q: 3 clusters Score -2165874 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -2165877.500000 Penalty: 4835.327637
	Iteration 26Q: 3 clusters Score -2165878 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -2165884.250000 Penalty: 4835.327637
	Iteration 27Q: 3 clusters Score -2165884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -2165887.750000 Penalty: 4835.327637
	Iteration 28Q: 3 clusters Score -2165888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -2165890.750000 Penalty: 4835.327637
	Iteration 29Q: 3 clusters Score -2165891 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -2165891.000000 Penalty: 4835.327637
	Iteration 30Q: 3 clusters Score -2165891 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -2165897.000000 Penalty: 4835.327637
	Iteration 31Q: 3 clusters Score -2165897 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -2165903.250000 Penalty: 4835.327637
	Iteration 32Q: 3 clusters Score -2165903 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -2165907.750000 Penalty: 4835.327637
	Iteration 33Q: 3 clusters Score -2165908 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -2165915.000000 Penalty: 4835.327637
	Iteration 34Q: 3 clusters Score -2165915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -2165917.250000 Penalty: 4835.327637
	Iteration 35Q: 3 clusters Score -2165917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -2165921.500000 Penalty: 4835.327637
	Iteration 36Q: 3 clusters Score -2165922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -2165928.000000 Penalty: 4835.327637
	Iteration 37Q: 3 clusters Score -2165928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -2165931.500000 Penalty: 4835.327637
	Iteration 38Q: 3 clusters Score -2165932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -2165932.000000 Penalty: 4835.327637
	Iteration 39Q: 3 clusters Score -2165932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -2165939.500000 Penalty: 4835.327637
	Iteration 40F: 3 clusters Score -2165940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -2165944.250000 Penalty: 4835.327637
	Iteration 41Q: 3 clusters Score -2165944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -2165948.000000 Penalty: 4835.327637
	Iteration 42Q: 3 clusters Score -2165948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -2165952.750000 Penalty: 4835.327637
	Iteration 43Q: 3 clusters Score -2165953 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -2165961.500000 Penalty: 4835.327637
	Iteration 44Q: 3 clusters Score -2165962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -2165966.000000 Penalty: 4835.327637
	Iteration 45Q: 3 clusters Score -2165966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -2165971.250000 Penalty: 4835.327637
	Iteration 46Q: 3 clusters Score -2165971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -2165978.500000 Penalty: 4835.327637
	Iteration 47Q: 3 clusters Score -2165978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -2165976.750000 Penalty: 4835.327637
	Iteration 48Q: 3 clusters Score -2165977 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -2165981.500000 Penalty: 4835.327637
	Iteration 49Q: 3 clusters Score -2165982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -2165981.250000 Penalty: 4835.327637
	Iteration 50Q: 3 clusters Score -2165981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -2165986.000000 Penalty: 4835.327637
	Iteration 51Q: 3 clusters Score -2165986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -2165982.000000 Penalty: 4835.327637
	Iteration 52Q: 3 clusters Score -2165982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -2165985.750000 Penalty: 4835.327637
	Iteration 53Q: 3 clusters Score -2165986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -2165984.500000 Penalty: 4835.327637
	Iteration 54Q: 3 clusters Score -2165984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -2165985.750000 Penalty: 4835.327637
	Iteration 55Q: 3 clusters Score -2165986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -2165984.000000 Penalty: 4835.327637
	Iteration 56Q: 3 clusters Score -2165984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -2165984.000000 Penalty: 4835.327637
	Iteration 57F: 3 clusters Score -2165984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (35958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35958 members 
Entering Unmasked Estep 
Score: -4511871.000000 Penalty: 2601.546387
	Iteration 0F: 2 clusters Score -4511871 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -4487275.000000 Penalty: 5203.092773
	Iteration 0F: 3 clusters Score -4487275 nChanged 16569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -4496495.500000 Penalty: 5203.092773
	Iteration 1F: 3 clusters Score -4496496 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -4497415.000000 Penalty: 5203.092773
	Iteration 2F: 3 clusters Score -4497415 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -4498655.000000 Penalty: 5203.092773
	Iteration 3F: 3 clusters Score -4498655 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -4500562.500000 Penalty: 5203.092773
	Iteration 4F: 3 clusters Score -4500562 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -4503083.500000 Penalty: 5203.092773
	Iteration 5F: 3 clusters Score -4503084 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -4505547.500000 Penalty: 5203.092773
	Iteration 6F: 3 clusters Score -4505548 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -4507395.500000 Penalty: 5203.092773
	Iteration 7F: 3 clusters Score -4507396 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -4508558.000000 Penalty: 5203.092773
	Iteration 8Q: 3 clusters Score -4508558 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -4509116.000000 Penalty: 5203.092773
	Iteration 9Q: 3 clusters Score -4509116 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -4509412.500000 Penalty: 5203.092773
	Iteration 10Q: 3 clusters Score -4509412 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -4509578.500000 Penalty: 5203.092773
	Iteration 11Q: 3 clusters Score -4509578 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34182 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -4509672.500000 Penalty: 5203.092773
	Iteration 12Q: 3 clusters Score -4509672 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34292 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -4509745.500000 Penalty: 5203.092773
	Iteration 13Q: 3 clusters Score -4509746 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34364 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -4509771.500000 Penalty: 5203.092773
	Iteration 14Q: 3 clusters Score -4509772 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -4509800.500000 Penalty: 5203.092773
	Iteration 15Q: 3 clusters Score -4509800 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34492 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4509838.000000 Penalty: 5203.092773
	Iteration 16Q: 3 clusters Score -4509838 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34542 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -4509869.000000 Penalty: 5203.092773
	Iteration 17Q: 3 clusters Score -4509869 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -4509883.500000 Penalty: 5203.092773
	Iteration 18Q: 3 clusters Score -4509884 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -4509890.500000 Penalty: 5203.092773
	Iteration 19Q: 3 clusters Score -4509890 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34645 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -4509916.000000 Penalty: 5203.092773
	Iteration 20F: 3 clusters Score -4509916 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34670 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -4509917.000000 Penalty: 5203.092773
	Iteration 21Q: 3 clusters Score -4509917 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34683 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -4509925.000000 Penalty: 5203.092773
	Iteration 22Q: 3 clusters Score -4509925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34693 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -4509924.500000 Penalty: 5203.092773
	Iteration 23Q: 3 clusters Score -4509924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34703 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -4509927.000000 Penalty: 5203.092773
	Iteration 24Q: 3 clusters Score -4509927 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34715 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -4509922.000000 Penalty: 5203.092773
	Iteration 25Q: 3 clusters Score -4509922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34721 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4509920.500000 Penalty: 5203.092773
	Iteration 26Q: 3 clusters Score -4509920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34727 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -4509918.000000 Penalty: 5203.092773
	Iteration 27Q: 3 clusters Score -4509918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34733 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4509921.500000 Penalty: 5203.092773
	Iteration 28Q: 3 clusters Score -4509922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34737 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -4509922.000000 Penalty: 5203.092773
	Iteration 29Q: 3 clusters Score -4509922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34743 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -4509924.000000 Penalty: 5203.092773
	Iteration 30Q: 3 clusters Score -4509924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34751 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -4509928.000000 Penalty: 5203.092773
	Iteration 31Q: 3 clusters Score -4509928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -4509927.500000 Penalty: 5203.092773
	Iteration 32Q: 3 clusters Score -4509928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34764 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -4509923.000000 Penalty: 5203.092773
	Iteration 33Q: 3 clusters Score -4509923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34768 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4509928.000000 Penalty: 5203.092773
	Iteration 34Q: 3 clusters Score -4509928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4509926.500000 Penalty: 5203.092773
	Iteration 35Q: 3 clusters Score -4509926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34778 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -4509923.000000 Penalty: 5203.092773
	Iteration 36Q: 3 clusters Score -4509923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34788 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4509926.500000 Penalty: 5203.092773
	Iteration 37Q: 3 clusters Score -4509926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4509930.000000 Penalty: 5203.092773
	Iteration 38Q: 3 clusters Score -4509930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -4509933.500000 Penalty: 5203.092773
	Iteration 39Q: 3 clusters Score -4509934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34810 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -4509930.000000 Penalty: 5203.092773
	Iteration 40F: 3 clusters Score -4509930 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34821 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -4509940.000000 Penalty: 5203.092773
	Iteration 41Q: 3 clusters Score -4509940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34827 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4509935.000000 Penalty: 5203.092773
	Iteration 42Q: 3 clusters Score -4509935 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34835 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4509941.000000 Penalty: 5203.092773
	Iteration 43Q: 3 clusters Score -4509941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34844 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -4509947.000000 Penalty: 5203.092773
	Iteration 44Q: 3 clusters Score -4509947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -4509947.000000 Penalty: 5203.092773
	Iteration 45Q: 3 clusters Score -4509947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -4509949.500000 Penalty: 5203.092773
	Iteration 46Q: 3 clusters Score -4509950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34856 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4509948.000000 Penalty: 5203.092773
	Iteration 47Q: 3 clusters Score -4509948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34862 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -4509950.500000 Penalty: 5203.092773
	Iteration 48Q: 3 clusters Score -4509950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34869 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -4509953.000000 Penalty: 5203.092773
	Iteration 49Q: 3 clusters Score -4509953 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -4509956.000000 Penalty: 5203.092773
	Iteration 50Q: 3 clusters Score -4509956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34887 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -4509956.500000 Penalty: 5203.092773
	Iteration 51Q: 3 clusters Score -4509956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -4509961.500000 Penalty: 5203.092773
	Iteration 52Q: 3 clusters Score -4509962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34900 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -4509965.000000 Penalty: 5203.092773
	Iteration 53Q: 3 clusters Score -4509965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -4509971.500000 Penalty: 5203.092773
	Iteration 54Q: 3 clusters Score -4509972 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34914 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -4509972.000000 Penalty: 5203.092773
	Iteration 55Q: 3 clusters Score -4509972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -4509977.000000 Penalty: 5203.092773
	Iteration 56Q: 3 clusters Score -4509977 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -4509981.500000 Penalty: 5203.092773
	Iteration 57Q: 3 clusters Score -4509982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34931 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -4509986.000000 Penalty: 5203.092773
	Iteration 58Q: 3 clusters Score -4509986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34940 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -4509985.500000 Penalty: 5203.092773
	Iteration 59Q: 3 clusters Score -4509986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -4509978.500000 Penalty: 5203.092773
	Iteration 60F: 3 clusters Score -4509978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -4509983.000000 Penalty: 5203.092773
	Iteration 61Q: 3 clusters Score -4509983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -4509982.500000 Penalty: 5203.092773
	Iteration 62Q: 3 clusters Score -4509982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34966 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -4509988.500000 Penalty: 5203.092773
	Iteration 63Q: 3 clusters Score -4509988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34971 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -4509989.000000 Penalty: 5203.092773
	Iteration 64Q: 3 clusters Score -4509989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34973 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -4509991.000000 Penalty: 5203.092773
	Iteration 65Q: 3 clusters Score -4509991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -4509994.500000 Penalty: 5203.092773
	Iteration 66Q: 3 clusters Score -4509994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34982 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -4509991.500000 Penalty: 5203.092773
	Iteration 67Q: 3 clusters Score -4509992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -4509995.500000 Penalty: 5203.092773
	Iteration 68Q: 3 clusters Score -4509996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34995 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -4510003.500000 Penalty: 5203.092773
	Iteration 69Q: 3 clusters Score -4510004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35002 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -4510004.500000 Penalty: 5203.092773
	Iteration 70Q: 3 clusters Score -4510004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35008 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -4510007.500000 Penalty: 5203.092773
	Iteration 71Q: 3 clusters Score -4510008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -4510009.500000 Penalty: 5203.092773
	Iteration 72Q: 3 clusters Score -4510010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -4510008.000000 Penalty: 5203.092773
	Iteration 73Q: 3 clusters Score -4510008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35021 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -4510011.000000 Penalty: 5203.092773
	Iteration 74Q: 3 clusters Score -4510011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35021 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -4510011.000000 Penalty: 5203.092773
	Iteration 75F: 3 clusters Score -4510011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2023 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Entering Unmasked Estep 
Score: -241992.531250 Penalty: 1887.859497
	Iteration 0F: 2 clusters Score -241992.5 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 1015 members 
Entering Unmasked Estep 
Score: -239361.328125 Penalty: 3775.718994
	Iteration 0F: 3 clusters Score -239361.3 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -239795.296875 Penalty: 3775.718994
	Iteration 1F: 3 clusters Score -239795.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -239933.812500 Penalty: 3775.718994
	Iteration 2F: 3 clusters Score -239933.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -240011.593750 Penalty: 3775.718994
	Iteration 3Q: 3 clusters Score -240011.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -240058.968750 Penalty: 3775.718994
	Iteration 4Q: 3 clusters Score -240059 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -240087.890625 Penalty: 3775.718994
	Iteration 5Q: 3 clusters Score -240087.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -240112.218750 Penalty: 3775.718994
	Iteration 6Q: 3 clusters Score -240112.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -240132.093750 Penalty: 3775.718994
	Iteration 7Q: 3 clusters Score -240132.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -240139.875000 Penalty: 3775.718994
	Iteration 8Q: 3 clusters Score -240139.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -240147.625000 Penalty: 3775.718994
	Iteration 9Q: 3 clusters Score -240147.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -240158.031250 Penalty: 3775.718994
	Iteration 10Q: 3 clusters Score -240158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -240170.875000 Penalty: 3775.718994
	Iteration 11Q: 3 clusters Score -240170.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -240181.265625 Penalty: 3775.718994
	Iteration 12Q: 3 clusters Score -240181.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -240189.187500 Penalty: 3775.718994
	Iteration 13Q: 3 clusters Score -240189.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -240201.578125 Penalty: 3775.718994
	Iteration 14Q: 3 clusters Score -240201.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -240216.875000 Penalty: 3775.718994
	Iteration 15Q: 3 clusters Score -240216.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -240229.000000 Penalty: 3775.718994
	Iteration 16Q: 3 clusters Score -240229 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -240240.078125 Penalty: 3775.718994
	Iteration 17Q: 3 clusters Score -240240.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -240260.609375 Penalty: 3775.718994
	Iteration 18Q: 3 clusters Score -240260.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -240271.703125 Penalty: 3775.718994
	Iteration 19Q: 3 clusters Score -240271.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -240279.906250 Penalty: 3775.718994
	Iteration 20F: 3 clusters Score -240279.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -240286.031250 Penalty: 3775.718994
	Iteration 21Q: 3 clusters Score -240286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -240290.109375 Penalty: 3775.718994
	Iteration 22Q: 3 clusters Score -240290.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -240294.250000 Penalty: 3775.718994
	Iteration 23Q: 3 clusters Score -240294.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -240297.093750 Penalty: 3775.718994
	Iteration 24Q: 3 clusters Score -240297.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -240299.921875 Penalty: 3775.718994
	Iteration 25Q: 3 clusters Score -240299.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -240303.093750 Penalty: 3775.718994
	Iteration 26Q: 3 clusters Score -240303.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -240307.078125 Penalty: 3775.718994
	Iteration 27Q: 3 clusters Score -240307.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -240311.593750 Penalty: 3775.718994
	Iteration 28Q: 3 clusters Score -240311.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -240317.281250 Penalty: 3775.718994
	Iteration 29Q: 3 clusters Score -240317.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -240321.437500 Penalty: 3775.718994
	Iteration 30Q: 3 clusters Score -240321.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -240326.609375 Penalty: 3775.718994
	Iteration 31Q: 3 clusters Score -240326.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -240330.859375 Penalty: 3775.718994
	Iteration 32Q: 3 clusters Score -240330.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -240336.500000 Penalty: 3775.718994
	Iteration 33Q: 3 clusters Score -240336.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -240343.250000 Penalty: 3775.718994
	Iteration 34Q: 3 clusters Score -240343.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -240348.093750 Penalty: 3775.718994
	Iteration 35Q: 3 clusters Score -240348.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -240350.515625 Penalty: 3775.718994
	Iteration 36Q: 3 clusters Score -240350.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -240352.421875 Penalty: 3775.718994
	Iteration 37Q: 3 clusters Score -240352.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -240354.703125 Penalty: 3775.718994
	Iteration 38Q: 3 clusters Score -240354.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -240355.531250 Penalty: 3775.718994
	Iteration 39Q: 3 clusters Score -240355.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -240355.531250 Penalty: 3775.718994
	Iteration 40F: 3 clusters Score -240355.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Entering Unmasked Estep 
Score: -525273.937500 Penalty: 2085.140381
	Iteration 0F: 2 clusters Score -525273.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -521104.156250 Penalty: 4170.280762
	Iteration 0F: 3 clusters Score -521104.2 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -522229.875000 Penalty: 4170.280762
	Iteration 1F: 3 clusters Score -522229.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -522571.781250 Penalty: 4170.280762
	Iteration 2F: 3 clusters Score -522571.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -522888.250000 Penalty: 4170.280762
	Iteration 3F: 3 clusters Score -522888.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -523161.968750 Penalty: 4170.280762
	Iteration 4F: 3 clusters Score -523162 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -523401.000000 Penalty: 4170.280762
	Iteration 5F: 3 clusters Score -523401 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -523583.093750 Penalty: 4170.280762
	Iteration 6Q: 3 clusters Score -523583.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -523732.968750 Penalty: 4170.280762
	Iteration 7Q: 3 clusters Score -523733 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -523866.687500 Penalty: 4170.280762
	Iteration 8Q: 3 clusters Score -523866.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -523978.781250 Penalty: 4170.280762
	Iteration 9Q: 3 clusters Score -523978.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -524061.406250 Penalty: 4170.280762
	Iteration 10Q: 3 clusters Score -524061.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -524122.750000 Penalty: 4170.280762
	Iteration 11Q: 3 clusters Score -524122.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -524160.093750 Penalty: 4170.280762
	Iteration 12Q: 3 clusters Score -524160.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -524194.343750 Penalty: 4170.280762
	Iteration 13Q: 3 clusters Score -524194.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -524220.187500 Penalty: 4170.280762
	Iteration 14Q: 3 clusters Score -524220.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -524238.062500 Penalty: 4170.280762
	Iteration 15Q: 3 clusters Score -524238.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -524254.375000 Penalty: 4170.280762
	Iteration 16Q: 3 clusters Score -524254.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -524270.468750 Penalty: 4170.280762
	Iteration 17Q: 3 clusters Score -524270.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -524277.812500 Penalty: 4170.280762
	Iteration 18Q: 3 clusters Score -524277.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -524282.000000 Penalty: 4170.280762
	Iteration 19Q: 3 clusters Score -524282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -524283.406250 Penalty: 4170.280762
	Iteration 20F: 3 clusters Score -524283.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -524285.062500 Penalty: 4170.280762
	Iteration 21Q: 3 clusters Score -524285.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -524286.625000 Penalty: 4170.280762
	Iteration 22Q: 3 clusters Score -524286.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -524286.875000 Penalty: 4170.280762
	Iteration 23Q: 3 clusters Score -524286.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -524286.875000 Penalty: 4170.280762
	Iteration 24F: 3 clusters Score -524286.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Entering Unmasked Estep 
Score: -233620.812500 Penalty: 1874.382690
	Iteration 0F: 2 clusters Score -233620.8 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 949 members 
Entering Unmasked Estep 
Score: -231064.515625 Penalty: 3748.765381
	Iteration 0F: 3 clusters Score -231064.5 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -231507.265625 Penalty: 3748.765381
	Iteration 1F: 3 clusters Score -231507.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -231630.843750 Penalty: 3748.765381
	Iteration 2F: 3 clusters Score -231630.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -231695.234375 Penalty: 3748.765381
	Iteration 3Q: 3 clusters Score -231695.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -231732.015625 Penalty: 3748.765381
	Iteration 4Q: 3 clusters Score -231732 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -231763.281250 Penalty: 3748.765381
	Iteration 5Q: 3 clusters Score -231763.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -231778.765625 Penalty: 3748.765381
	Iteration 6Q: 3 clusters Score -231778.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -231791.906250 Penalty: 3748.765381
	Iteration 7Q: 3 clusters Score -231791.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -231804.640625 Penalty: 3748.765381
	Iteration 8Q: 3 clusters Score -231804.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -231816.359375 Penalty: 3748.765381
	Iteration 9Q: 3 clusters Score -231816.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -231822.718750 Penalty: 3748.765381
	Iteration 10Q: 3 clusters Score -231822.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -231825.515625 Penalty: 3748.765381
	Iteration 11Q: 3 clusters Score -231825.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -231827.140625 Penalty: 3748.765381
	Iteration 12Q: 3 clusters Score -231827.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -231827.843750 Penalty: 3748.765381
	Iteration 13Q: 3 clusters Score -231827.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -231828.453125 Penalty: 3748.765381
	Iteration 14Q: 3 clusters Score -231828.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -231828.453125 Penalty: 3748.765381
	Iteration 15F: 3 clusters Score -231828.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Entering Unmasked Estep 
Score: -299560.093750 Penalty: 1954.439575
	Iteration 0F: 2 clusters Score -299560.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -296549.656250 Penalty: 3908.879150
	Iteration 0F: 3 clusters Score -296549.7 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -297175.250000 Penalty: 3908.879150
	Iteration 1F: 3 clusters Score -297175.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -297335.687500 Penalty: 3908.879150
	Iteration 2F: 3 clusters Score -297335.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -297441.968750 Penalty: 3908.879150
	Iteration 3Q: 3 clusters Score -297442 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -297524.968750 Penalty: 3908.879150
	Iteration 4Q: 3 clusters Score -297525 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -297569.406250 Penalty: 3908.879150
	Iteration 5Q: 3 clusters Score -297569.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -297607.937500 Penalty: 3908.879150
	Iteration 6Q: 3 clusters Score -297607.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -297647.375000 Penalty: 3908.879150
	Iteration 7Q: 3 clusters Score -297647.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -297685.656250 Penalty: 3908.879150
	Iteration 8Q: 3 clusters Score -297685.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -297716.468750 Penalty: 3908.879150
	Iteration 9Q: 3 clusters Score -297716.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -297743.812500 Penalty: 3908.879150
	Iteration 10Q: 3 clusters Score -297743.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -297765.156250 Penalty: 3908.879150
	Iteration 11Q: 3 clusters Score -297765.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -297779.156250 Penalty: 3908.879150
	Iteration 12Q: 3 clusters Score -297779.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -297793.281250 Penalty: 3908.879150
	Iteration 13Q: 3 clusters Score -297793.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -297804.906250 Penalty: 3908.879150
	Iteration 14Q: 3 clusters Score -297804.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -297814.562500 Penalty: 3908.879150
	Iteration 15Q: 3 clusters Score -297814.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -297827.343750 Penalty: 3908.879150
	Iteration 16Q: 3 clusters Score -297827.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -297838.625000 Penalty: 3908.879150
	Iteration 17Q: 3 clusters Score -297838.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -297852.750000 Penalty: 3908.879150
	Iteration 18Q: 3 clusters Score -297852.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -297869.875000 Penalty: 3908.879150
	Iteration 19Q: 3 clusters Score -297869.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -297890.312500 Penalty: 3908.879150
	Iteration 20F: 3 clusters Score -297890.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -297919.125000 Penalty: 3908.879150
	Iteration 21Q: 3 clusters Score -297919.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -297951.281250 Penalty: 3908.879150
	Iteration 22Q: 3 clusters Score -297951.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -297995.437500 Penalty: 3908.879150
	Iteration 23Q: 3 clusters Score -297995.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -298049.031250 Penalty: 3908.879150
	Iteration 24Q: 3 clusters Score -298049 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -298093.718750 Penalty: 3908.879150
	Iteration 25Q: 3 clusters Score -298093.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -298137.812500 Penalty: 3908.879150
	Iteration 26Q: 3 clusters Score -298137.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -298183.375000 Penalty: 3908.879150
	Iteration 27Q: 3 clusters Score -298183.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -298224.343750 Penalty: 3908.879150
	Iteration 28Q: 3 clusters Score -298224.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -298252.812500 Penalty: 3908.879150
	Iteration 29Q: 3 clusters Score -298252.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -298264.718750 Penalty: 3908.879150
	Iteration 30Q: 3 clusters Score -298264.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -298271.218750 Penalty: 3908.879150
	Iteration 31Q: 3 clusters Score -298271.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -298275.062500 Penalty: 3908.879150
	Iteration 32Q: 3 clusters Score -298275.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -298278.687500 Penalty: 3908.879150
	Iteration 33Q: 3 clusters Score -298278.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -298280.218750 Penalty: 3908.879150
	Iteration 34Q: 3 clusters Score -298280.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -298281.250000 Penalty: 3908.879150
	Iteration 35Q: 3 clusters Score -298281.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -298280.812500 Penalty: 3908.879150
	Iteration 36Q: 3 clusters Score -298280.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -298281.625000 Penalty: 3908.879150
	Iteration 37Q: 3 clusters Score -298281.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -298282.125000 Penalty: 3908.879150
	Iteration 38Q: 3 clusters Score -298282.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -298283.062500 Penalty: 3908.879150
	Iteration 39Q: 3 clusters Score -298283.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -298285.312500 Penalty: 3908.879150
	Iteration 40F: 3 clusters Score -298285.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -298286.062500 Penalty: 3908.879150
	Iteration 41Q: 3 clusters Score -298286.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -298288.968750 Penalty: 3908.879150
	Iteration 42Q: 3 clusters Score -298289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -298292.187500 Penalty: 3908.879150
	Iteration 43Q: 3 clusters Score -298292.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -298294.375000 Penalty: 3908.879150
	Iteration 44Q: 3 clusters Score -298294.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -298294.281250 Penalty: 3908.879150
	Iteration 45Q: 3 clusters Score -298294.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -298295.218750 Penalty: 3908.879150
	Iteration 46Q: 3 clusters Score -298295.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -298295.750000 Penalty: 3908.879150
	Iteration 47Q: 3 clusters Score -298295.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -298296.218750 Penalty: 3908.879150
	Iteration 48Q: 3 clusters Score -298296.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -298297.843750 Penalty: 3908.879150
	Iteration 49Q: 3 clusters Score -298297.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -298298.750000 Penalty: 3908.879150
	Iteration 50Q: 3 clusters Score -298298.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -298301.250000 Penalty: 3908.879150
	Iteration 51Q: 3 clusters Score -298301.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -298303.312500 Penalty: 3908.879150
	Iteration 52Q: 3 clusters Score -298303.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -298304.562500 Penalty: 3908.879150
	Iteration 53Q: 3 clusters Score -298304.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -298305.812500 Penalty: 3908.879150
	Iteration 54Q: 3 clusters Score -298305.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -298305.812500 Penalty: 3908.879150
	Iteration 55F: 3 clusters Score -298305.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (217774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217774 members 
Entering Unmasked Estep 
Score: -27090368.000000 Penalty: 3048.220947
	Iteration 0F: 2 clusters Score -2.709037e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108450 members 
Mstep: Class 2 contains 109324 members 
Entering Unmasked Estep 
Score: -26953626.000000 Penalty: 6096.441895
	Iteration 0F: 3 clusters Score -2.695363e+07 nChanged 104879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101009 members 
Mstep: Class 2 contains 116765 members 
Entering Unmasked Estep 
Score: -27015076.000000 Penalty: 6096.441895
	Iteration 1F: 3 clusters Score -2.701508e+07 nChanged 7049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95886 members 
Mstep: Class 2 contains 121888 members 
Entering Unmasked Estep 
Score: -27016992.000000 Penalty: 6096.441895
	Iteration 2Q: 3 clusters Score -2.701699e+07 nChanged 8801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88113 members 
Mstep: Class 2 contains 129661 members 
Entering Unmasked Estep 
Score: -27020406.000000 Penalty: 6096.441895
	Iteration 3Q: 3 clusters Score -2.702041e+07 nChanged 11946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76645 members 
Mstep: Class 2 contains 141129 members 
Entering Unmasked Estep 
Score: -27026590.000000 Penalty: 6096.441895
	Iteration 4F: 3 clusters Score -2.702659e+07 nChanged 16275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60528 members 
Mstep: Class 2 contains 157246 members 
Entering Unmasked Estep 
Score: -27038114.000000 Penalty: 6096.441895
	Iteration 5F: 3 clusters Score -2.703811e+07 nChanged 20117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40489 members 
Mstep: Class 2 contains 177285 members 
Entering Unmasked Estep 
Score: -27054740.000000 Penalty: 6096.441895
	Iteration 6F: 3 clusters Score -2.705474e+07 nChanged 19346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 196569 members 
Entering Unmasked Estep 
Score: -27071400.000000 Penalty: 6096.441895
	Iteration 7F: 3 clusters Score -2.70714e+07 nChanged 12586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 209137 members 
Entering Unmasked Estep 
Score: -27081590.000000 Penalty: 6096.441895
	Iteration 8F: 3 clusters Score -2.708159e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 214594 members 
Entering Unmasked Estep 
Score: -27085754.000000 Penalty: 6096.441895
	Iteration 9Q: 3 clusters Score -2.708575e+07 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 216288 members 
Entering Unmasked Estep 
Score: -27086944.000000 Penalty: 6096.441895
	Iteration 10Q: 3 clusters Score -2.708694e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 216777 members 
Entering Unmasked Estep 
Score: -27087404.000000 Penalty: 6096.441895
	Iteration 11Q: 3 clusters Score -2.70874e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 216917 members 
Entering Unmasked Estep 
Score: -27087620.000000 Penalty: 6096.441895
	Iteration 12Q: 3 clusters Score -2.708762e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 216954 members 
Entering Unmasked Estep 
Score: -27087730.000000 Penalty: 6096.441895
	Iteration 13Q: 3 clusters Score -2.708773e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 216970 members 
Entering Unmasked Estep 
Score: -27087876.000000 Penalty: 6096.441895
	Iteration 14Q: 3 clusters Score -2.708788e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 216946 members 
Entering Unmasked Estep 
Score: -27087964.000000 Penalty: 6096.441895
	Iteration 15Q: 3 clusters Score -2.708796e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 216914 members 
Entering Unmasked Estep 
Score: -27088050.000000 Penalty: 6096.441895
	Iteration 16Q: 3 clusters Score -2.708805e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 216886 members 
Entering Unmasked Estep 
Score: -27088098.000000 Penalty: 6096.441895
	Iteration 17Q: 3 clusters Score -2.70881e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 216862 members 
Entering Unmasked Estep 
Score: -27088162.000000 Penalty: 6096.441895
	Iteration 18Q: 3 clusters Score -2.708816e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 216826 members 
Entering Unmasked Estep 
Score: -27088162.000000 Penalty: 6096.441895
	Iteration 19Q: 3 clusters Score -2.708816e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 216797 members 
Entering Unmasked Estep 
Score: -27088190.000000 Penalty: 6096.441895
	Iteration 20F: 3 clusters Score -2.708819e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 216773 members 
Entering Unmasked Estep 
Score: -27088274.000000 Penalty: 6096.441895
	Iteration 21Q: 3 clusters Score -2.708827e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 216756 members 
Entering Unmasked Estep 
Score: -27088358.000000 Penalty: 6096.441895
	Iteration 22Q: 3 clusters Score -2.708836e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 216731 members 
Entering Unmasked Estep 
Score: -27088410.000000 Penalty: 6096.441895
	Iteration 23Q: 3 clusters Score -2.708841e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 216693 members 
Entering Unmasked Estep 
Score: -27088400.000000 Penalty: 6096.441895
	Iteration 24Q: 3 clusters Score -2.70884e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 216671 members 
Entering Unmasked Estep 
Score: -27088448.000000 Penalty: 6096.441895
	Iteration 25Q: 3 clusters Score -2.708845e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 216649 members 
Entering Unmasked Estep 
Score: -27088484.000000 Penalty: 6096.441895
	Iteration 26Q: 3 clusters Score -2.708848e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 216623 members 
Entering Unmasked Estep 
Score: -27088482.000000 Penalty: 6096.441895
	Iteration 27Q: 3 clusters Score -2.708848e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 216598 members 
Entering Unmasked Estep 
Score: -27088490.000000 Penalty: 6096.441895
	Iteration 28Q: 3 clusters Score -2.708849e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 216582 members 
Entering Unmasked Estep 
Score: -27088540.000000 Penalty: 6096.441895
	Iteration 29Q: 3 clusters Score -2.708854e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 216571 members 
Entering Unmasked Estep 
Score: -27088546.000000 Penalty: 6096.441895
	Iteration 30Q: 3 clusters Score -2.708855e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 216552 members 
Entering Unmasked Estep 
Score: -27088590.000000 Penalty: 6096.441895
	Iteration 31Q: 3 clusters Score -2.708859e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 216531 members 
Entering Unmasked Estep 
Score: -27088592.000000 Penalty: 6096.441895
	Iteration 32Q: 3 clusters Score -2.708859e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 216518 members 
Entering Unmasked Estep 
Score: -27088624.000000 Penalty: 6096.441895
	Iteration 33Q: 3 clusters Score -2.708862e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 216504 members 
Entering Unmasked Estep 
Score: -27088634.000000 Penalty: 6096.441895
	Iteration 34Q: 3 clusters Score -2.708863e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 216490 members 
Entering Unmasked Estep 
Score: -27088634.000000 Penalty: 6096.441895
	Iteration 35Q: 3 clusters Score -2.708863e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 216466 members 
Entering Unmasked Estep 
Score: -27088624.000000 Penalty: 6096.441895
	Iteration 36Q: 3 clusters Score -2.708862e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 216455 members 
Entering Unmasked Estep 
Score: -27088654.000000 Penalty: 6096.441895
	Iteration 37Q: 3 clusters Score -2.708865e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 216456 members 
Entering Unmasked Estep 
Score: -27088644.000000 Penalty: 6096.441895
	Iteration 38Q: 3 clusters Score -2.708864e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 216456 members 
Entering Unmasked Estep 
Score: -27088650.000000 Penalty: 6096.441895
	Iteration 39Q: 3 clusters Score -2.708865e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 216454 members 
Entering Unmasked Estep 
Score: -27088672.000000 Penalty: 6096.441895
	Iteration 40F: 3 clusters Score -2.708867e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 216449 members 
Entering Unmasked Estep 
Score: -27088668.000000 Penalty: 6096.441895
	Iteration 41Q: 3 clusters Score -2.708867e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 216449 members 
Entering Unmasked Estep 
Score: -27088674.000000 Penalty: 6096.441895
	Iteration 42Q: 3 clusters Score -2.708867e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 216444 members 
Entering Unmasked Estep 
Score: -27088656.000000 Penalty: 6096.441895
	Iteration 43Q: 3 clusters Score -2.708866e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 216436 members 
Entering Unmasked Estep 
Score: -27088672.000000 Penalty: 6096.441895
	Iteration 44Q: 3 clusters Score -2.708867e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 216430 members 
Entering Unmasked Estep 
Score: -27088672.000000 Penalty: 6096.441895
	Iteration 45Q: 3 clusters Score -2.708867e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 216426 members 
Entering Unmasked Estep 
Score: -27088686.000000 Penalty: 6096.441895
	Iteration 46Q: 3 clusters Score -2.708869e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 216422 members 
Entering Unmasked Estep 
Score: -27088710.000000 Penalty: 6096.441895
	Iteration 47Q: 3 clusters Score -2.708871e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 216418 members 
Entering Unmasked Estep 
Score: -27088696.000000 Penalty: 6096.441895
	Iteration 48Q: 3 clusters Score -2.70887e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 216417 members 
Entering Unmasked Estep 
Score: -27088712.000000 Penalty: 6096.441895
	Iteration 49Q: 3 clusters Score -2.708871e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 216415 members 
Entering Unmasked Estep 
Score: -27088712.000000 Penalty: 6096.441895
	Iteration 50Q: 3 clusters Score -2.708871e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 216409 members 
Entering Unmasked Estep 
Score: -27088722.000000 Penalty: 6096.441895
	Iteration 51Q: 3 clusters Score -2.708872e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 216405 members 
Entering Unmasked Estep 
Score: -27088722.000000 Penalty: 6096.441895
	Iteration 52Q: 3 clusters Score -2.708872e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 216396 members 
Entering Unmasked Estep 
Score: -27088726.000000 Penalty: 6096.441895
	Iteration 53Q: 3 clusters Score -2.708873e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 216383 members 
Entering Unmasked Estep 
Score: -27088708.000000 Penalty: 6096.441895
	Iteration 54Q: 3 clusters Score -2.708871e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 216373 members 
Entering Unmasked Estep 
Score: -27088724.000000 Penalty: 6096.441895
	Iteration 55Q: 3 clusters Score -2.708872e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 216370 members 
Entering Unmasked Estep 
Score: -27088718.000000 Penalty: 6096.441895
	Iteration 56Q: 3 clusters Score -2.708872e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 216363 members 
Entering Unmasked Estep 
Score: -27088724.000000 Penalty: 6096.441895
	Iteration 57Q: 3 clusters Score -2.708872e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 216354 members 
Entering Unmasked Estep 
Score: -27088720.000000 Penalty: 6096.441895
	Iteration 58Q: 3 clusters Score -2.708872e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 216345 members 
Entering Unmasked Estep 
Score: -27088726.000000 Penalty: 6096.441895
	Iteration 59Q: 3 clusters Score -2.708873e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 216342 members 
Entering Unmasked Estep 
Score: -27088730.000000 Penalty: 6096.441895
	Iteration 60F: 3 clusters Score -2.708873e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 216338 members 
Entering Unmasked Estep 
Score: -27088740.000000 Penalty: 6096.441895
	Iteration 61Q: 3 clusters Score -2.708874e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 216336 members 
Entering Unmasked Estep 
Score: -27088744.000000 Penalty: 6096.441895
	Iteration 62Q: 3 clusters Score -2.708874e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 216335 members 
Entering Unmasked Estep 
Score: -27088744.000000 Penalty: 6096.441895
	Iteration 63Q: 3 clusters Score -2.708874e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 216333 members 
Entering Unmasked Estep 
Score: -27088738.000000 Penalty: 6096.441895
	Iteration 64Q: 3 clusters Score -2.708874e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 216333 members 
Entering Unmasked Estep 
Score: -27088738.000000 Penalty: 6096.441895
	Iteration 65F: 3 clusters Score -2.708874e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -27008.884766 Penalty: 1395.650024
	Iteration 0F: 2 clusters Score -27008.88 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 129 members 
Entering Unmasked Estep 
Score: -25840.568359 Penalty: 2791.300049
	Iteration 0F: 3 clusters Score -25840.57 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -25937.550781 Penalty: 2791.300049
	Iteration 1F: 3 clusters Score -25937.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -25964.791016 Penalty: 2791.300049
	Iteration 2Q: 3 clusters Score -25964.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -25981.099609 Penalty: 2791.300049
	Iteration 3Q: 3 clusters Score -25981.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -25988.619141 Penalty: 2791.300049
	Iteration 4Q: 3 clusters Score -25988.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -25988.619141 Penalty: 2791.300049
	Iteration 5F: 3 clusters Score -25988.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -2379054.500000 Penalty: 2442.677490
	Iteration 0F: 2 clusters Score -2379054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -2365668.000000 Penalty: 4885.354980
	Iteration 0F: 3 clusters Score -2365668 nChanged 8322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2370166.500000 Penalty: 4885.354980
	Iteration 1F: 3 clusters Score -2370166 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -2370598.250000 Penalty: 4885.354980
	Iteration 2F: 3 clusters Score -2370598 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -2370959.750000 Penalty: 4885.354980
	Iteration 3Q: 3 clusters Score -2370960 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2371292.500000 Penalty: 4885.354980
	Iteration 4Q: 3 clusters Score -2371292 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2371635.500000 Penalty: 4885.354980
	Iteration 5Q: 3 clusters Score -2371636 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -2372075.500000 Penalty: 4885.354980
	Iteration 6Q: 3 clusters Score -2372076 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -2372588.000000 Penalty: 4885.354980
	Iteration 7Q: 3 clusters Score -2372588 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -2373254.500000 Penalty: 4885.354980
	Iteration 8F: 3 clusters Score -2373254 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -2374104.250000 Penalty: 4885.354980
	Iteration 9F: 3 clusters Score -2374104 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -2374921.250000 Penalty: 4885.354980
	Iteration 10F: 3 clusters Score -2374921 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 17127 members 
Entering Unmasked Estep 
Score: -2375590.000000 Penalty: 4885.354980
	Iteration 11Q: 3 clusters Score -2375590 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -2376138.250000 Penalty: 4885.354980
	Iteration 12Q: 3 clusters Score -2376138 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -2376472.500000 Penalty: 4885.354980
	Iteration 13Q: 3 clusters Score -2376472 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -2376689.750000 Penalty: 4885.354980
	Iteration 14Q: 3 clusters Score -2376690 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -2376789.000000 Penalty: 4885.354980
	Iteration 15Q: 3 clusters Score -2376789 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -2376841.500000 Penalty: 4885.354980
	Iteration 16Q: 3 clusters Score -2376842 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -2376877.750000 Penalty: 4885.354980
	Iteration 17Q: 3 clusters Score -2376878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -2376892.250000 Penalty: 4885.354980
	Iteration 18Q: 3 clusters Score -2376892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 18532 members 
Entering Unmasked Estep 
Score: -2376910.000000 Penalty: 4885.354980
	Iteration 19Q: 3 clusters Score -2376910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -2376917.500000 Penalty: 4885.354980
	Iteration 20F: 3 clusters Score -2376918 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -2376921.750000 Penalty: 4885.354980
	Iteration 21Q: 3 clusters Score -2376922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -2376932.750000 Penalty: 4885.354980
	Iteration 22Q: 3 clusters Score -2376933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -2376940.500000 Penalty: 4885.354980
	Iteration 23Q: 3 clusters Score -2376940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 18565 members 
Entering Unmasked Estep 
Score: -2376941.250000 Penalty: 4885.354980
	Iteration 24Q: 3 clusters Score -2376941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -2376941.500000 Penalty: 4885.354980
	Iteration 25Q: 3 clusters Score -2376942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -2376943.500000 Penalty: 4885.354980
	Iteration 26Q: 3 clusters Score -2376944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -2376946.500000 Penalty: 4885.354980
	Iteration 27Q: 3 clusters Score -2376946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -2376948.250000 Penalty: 4885.354980
	Iteration 28Q: 3 clusters Score -2376948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -2376949.750000 Penalty: 4885.354980
	Iteration 29Q: 3 clusters Score -2376950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -2376951.250000 Penalty: 4885.354980
	Iteration 30Q: 3 clusters Score -2376951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -2376950.250000 Penalty: 4885.354980
	Iteration 31Q: 3 clusters Score -2376950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -2376950.250000 Penalty: 4885.354980
	Iteration 32F: 3 clusters Score -2376950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (76474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76474 members 
Entering Unmasked Estep 
Score: -9323668.000000 Penalty: 2788.687012
	Iteration 0F: 2 clusters Score -9323668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38091 members 
Mstep: Class 2 contains 38383 members 
Entering Unmasked Estep 
Score: -9272431.000000 Penalty: 5577.374023
	Iteration 0F: 3 clusters Score -9272431 nChanged 35855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36784 members 
Mstep: Class 2 contains 39690 members 
Entering Unmasked Estep 
Score: -9292519.000000 Penalty: 5577.374023
	Iteration 1F: 3 clusters Score -9292519 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 40538 members 
Entering Unmasked Estep 
Score: -9293138.000000 Penalty: 5577.374023
	Iteration 2Q: 3 clusters Score -9293138 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34770 members 
Mstep: Class 2 contains 41704 members 
Entering Unmasked Estep 
Score: -9293731.000000 Penalty: 5577.374023
	Iteration 3Q: 3 clusters Score -9293731 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 43455 members 
Entering Unmasked Estep 
Score: -9294585.000000 Penalty: 5577.374023
	Iteration 4Q: 3 clusters Score -9294585 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 45998 members 
Entering Unmasked Estep 
Score: -9295761.000000 Penalty: 5577.374023
	Iteration 5Q: 3 clusters Score -9295761 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26835 members 
Mstep: Class 2 contains 49639 members 
Entering Unmasked Estep 
Score: -9297586.000000 Penalty: 5577.374023
	Iteration 6F: 3 clusters Score -9297586 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 54741 members 
Entering Unmasked Estep 
Score: -9300995.000000 Penalty: 5577.374023
	Iteration 7F: 3 clusters Score -9300995 nChanged 6330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 61063 members 
Entering Unmasked Estep 
Score: -9306302.000000 Penalty: 5577.374023
	Iteration 8F: 3 clusters Score -9306302 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 67604 members 
Entering Unmasked Estep 
Score: -9312456.000000 Penalty: 5577.374023
	Iteration 9F: 3 clusters Score -9312456 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 72458 members 
Entering Unmasked Estep 
Score: -9317304.000000 Penalty: 5577.374023
	Iteration 10F: 3 clusters Score -9317304 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 74972 members 
Entering Unmasked Estep 
Score: -9319749.000000 Penalty: 5577.374023
	Iteration 11Q: 3 clusters Score -9319749 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 75913 members 
Entering Unmasked Estep 
Score: -9320732.000000 Penalty: 5577.374023
	Iteration 12Q: 3 clusters Score -9320732 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 76158 members 
Entering Unmasked Estep 
Score: -9321000.000000 Penalty: 5577.374023
	Iteration 13Q: 3 clusters Score -9321000 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 76225 members 
Entering Unmasked Estep 
Score: -9321111.000000 Penalty: 5577.374023
	Iteration 14Q: 3 clusters Score -9321111 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 76244 members 
Entering Unmasked Estep 
Score: -9321151.000000 Penalty: 5577.374023
	Iteration 15Q: 3 clusters Score -9321151 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 76252 members 
Entering Unmasked Estep 
Score: -9321183.000000 Penalty: 5577.374023
	Iteration 16Q: 3 clusters Score -9321183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 76252 members 
Entering Unmasked Estep 
Score: -9321190.000000 Penalty: 5577.374023
	Iteration 17Q: 3 clusters Score -9321190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 76249 members 
Entering Unmasked Estep 
Score: -9321192.000000 Penalty: 5577.374023
	Iteration 18Q: 3 clusters Score -9321192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 76250 members 
Entering Unmasked Estep 
Score: -9321196.000000 Penalty: 5577.374023
	Iteration 19Q: 3 clusters Score -9321196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 76251 members 
Entering Unmasked Estep 
Score: -9321198.000000 Penalty: 5577.374023
	Iteration 20F: 3 clusters Score -9321198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 76253 members 
Entering Unmasked Estep 
Score: -9321195.000000 Penalty: 5577.374023
	Iteration 21Q: 3 clusters Score -9321195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 76255 members 
Entering Unmasked Estep 
Score: -9321199.000000 Penalty: 5577.374023
	Iteration 22Q: 3 clusters Score -9321199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 76259 members 
Entering Unmasked Estep 
Score: -9321202.000000 Penalty: 5577.374023
	Iteration 23Q: 3 clusters Score -9321202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 76261 members 
Entering Unmasked Estep 
Score: -9321213.000000 Penalty: 5577.374023
	Iteration 24Q: 3 clusters Score -9321213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 76262 members 
Entering Unmasked Estep 
Score: -9321205.000000 Penalty: 5577.374023
	Iteration 25Q: 3 clusters Score -9321205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 76262 members 
Entering Unmasked Estep 
Score: -9321205.000000 Penalty: 5577.374023
	Iteration 26F: 3 clusters Score -9321205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (16466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Entering Unmasked Estep 
Score: -2117228.000000 Penalty: 2407.845215
	Iteration 0F: 2 clusters Score -2117228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -2105513.000000 Penalty: 4815.690430
	Iteration 0F: 3 clusters Score -2105513 nChanged 7130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -2109374.750000 Penalty: 4815.690430
	Iteration 1F: 3 clusters Score -2109375 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -2109700.500000 Penalty: 4815.690430
	Iteration 2F: 3 clusters Score -2109700 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -2109944.750000 Penalty: 4815.690430
	Iteration 3Q: 3 clusters Score -2109945 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -2110128.000000 Penalty: 4815.690430
	Iteration 4Q: 3 clusters Score -2110128 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -2110273.500000 Penalty: 4815.690430
	Iteration 5Q: 3 clusters Score -2110274 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -2110392.500000 Penalty: 4815.690430
	Iteration 6Q: 3 clusters Score -2110392 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -2110506.250000 Penalty: 4815.690430
	Iteration 7Q: 3 clusters Score -2110506 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -2110591.750000 Penalty: 4815.690430
	Iteration 8Q: 3 clusters Score -2110592 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -2110682.500000 Penalty: 4815.690430
	Iteration 9Q: 3 clusters Score -2110682 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -2110787.250000 Penalty: 4815.690430
	Iteration 10Q: 3 clusters Score -2110787 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -2110895.000000 Penalty: 4815.690430
	Iteration 11Q: 3 clusters Score -2110895 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -2110984.500000 Penalty: 4815.690430
	Iteration 12Q: 3 clusters Score -2110984 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -2111088.500000 Penalty: 4815.690430
	Iteration 13Q: 3 clusters Score -2111088 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -2111206.250000 Penalty: 4815.690430
	Iteration 14Q: 3 clusters Score -2111206 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -2111341.500000 Penalty: 4815.690430
	Iteration 15Q: 3 clusters Score -2111342 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -2111532.000000 Penalty: 4815.690430
	Iteration 16Q: 3 clusters Score -2111532 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -2111753.500000 Penalty: 4815.690430
	Iteration 17Q: 3 clusters Score -2111754 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -2112028.250000 Penalty: 4815.690430
	Iteration 18Q: 3 clusters Score -2112028 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -2112319.250000 Penalty: 4815.690430
	Iteration 19Q: 3 clusters Score -2112319 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -2112581.750000 Penalty: 4815.690430
	Iteration 20F: 3 clusters Score -2112582 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -2112801.750000 Penalty: 4815.690430
	Iteration 21Q: 3 clusters Score -2112802 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -2112973.750000 Penalty: 4815.690430
	Iteration 22Q: 3 clusters Score -2112974 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -2113068.500000 Penalty: 4815.690430
	Iteration 23Q: 3 clusters Score -2113068 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -2113138.500000 Penalty: 4815.690430
	Iteration 24Q: 3 clusters Score -2113138 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -2113179.000000 Penalty: 4815.690430
	Iteration 25Q: 3 clusters Score -2113179 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -2113219.250000 Penalty: 4815.690430
	Iteration 26Q: 3 clusters Score -2113219 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -2113267.250000 Penalty: 4815.690430
	Iteration 27Q: 3 clusters Score -2113267 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -2113306.000000 Penalty: 4815.690430
	Iteration 28Q: 3 clusters Score -2113306 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -2113342.500000 Penalty: 4815.690430
	Iteration 29Q: 3 clusters Score -2113342 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -2113381.250000 Penalty: 4815.690430
	Iteration 30Q: 3 clusters Score -2113381 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -2113427.500000 Penalty: 4815.690430
	Iteration 31Q: 3 clusters Score -2113428 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -2113468.000000 Penalty: 4815.690430
	Iteration 32Q: 3 clusters Score -2113468 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -2113507.750000 Penalty: 4815.690430
	Iteration 33Q: 3 clusters Score -2113508 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -2113551.250000 Penalty: 4815.690430
	Iteration 34Q: 3 clusters Score -2113551 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -2113603.500000 Penalty: 4815.690430
	Iteration 35Q: 3 clusters Score -2113604 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -2113656.250000 Penalty: 4815.690430
	Iteration 36Q: 3 clusters Score -2113656 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -2113718.500000 Penalty: 4815.690430
	Iteration 37Q: 3 clusters Score -2113718 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -2113777.250000 Penalty: 4815.690430
	Iteration 38Q: 3 clusters Score -2113777 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -2113820.000000 Penalty: 4815.690430
	Iteration 39Q: 3 clusters Score -2113820 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -2113876.250000 Penalty: 4815.690430
	Iteration 40F: 3 clusters Score -2113876 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -2113917.500000 Penalty: 4815.690430
	Iteration 41Q: 3 clusters Score -2113918 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2113971.500000 Penalty: 4815.690430
	Iteration 42Q: 3 clusters Score -2113972 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -2114035.000000 Penalty: 4815.690430
	Iteration 43Q: 3 clusters Score -2114035 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2114083.250000 Penalty: 4815.690430
	Iteration 44Q: 3 clusters Score -2114083 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -2114144.250000 Penalty: 4815.690430
	Iteration 45Q: 3 clusters Score -2114144 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2114208.500000 Penalty: 4815.690430
	Iteration 46Q: 3 clusters Score -2114208 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14301 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2114281.750000 Penalty: 4815.690430
	Iteration 47Q: 3 clusters Score -2114282 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -2114354.750000 Penalty: 4815.690430
	Iteration 48Q: 3 clusters Score -2114355 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2114409.000000 Penalty: 4815.690430
	Iteration 49Q: 3 clusters Score -2114409 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2114449.500000 Penalty: 4815.690430
	Iteration 50Q: 3 clusters Score -2114450 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2114468.250000 Penalty: 4815.690430
	Iteration 51Q: 3 clusters Score -2114468 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2114497.250000 Penalty: 4815.690430
	Iteration 52Q: 3 clusters Score -2114497 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2114534.000000 Penalty: 4815.690430
	Iteration 53Q: 3 clusters Score -2114534 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2114576.250000 Penalty: 4815.690430
	Iteration 54Q: 3 clusters Score -2114576 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2114617.000000 Penalty: 4815.690430
	Iteration 55Q: 3 clusters Score -2114617 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2114659.250000 Penalty: 4815.690430
	Iteration 56Q: 3 clusters Score -2114659 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2114693.000000 Penalty: 4815.690430
	Iteration 57Q: 3 clusters Score -2114693 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2114719.250000 Penalty: 4815.690430
	Iteration 58Q: 3 clusters Score -2114719 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -2114738.500000 Penalty: 4815.690430
	Iteration 59Q: 3 clusters Score -2114738 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2114765.000000 Penalty: 4815.690430
	Iteration 60F: 3 clusters Score -2114765 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2114790.000000 Penalty: 4815.690430
	Iteration 61Q: 3 clusters Score -2114790 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2114821.500000 Penalty: 4815.690430
	Iteration 62Q: 3 clusters Score -2114822 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2114841.250000 Penalty: 4815.690430
	Iteration 63Q: 3 clusters Score -2114841 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2114872.500000 Penalty: 4815.690430
	Iteration 64Q: 3 clusters Score -2114872 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2114898.750000 Penalty: 4815.690430
	Iteration 65Q: 3 clusters Score -2114899 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2114926.250000 Penalty: 4815.690430
	Iteration 66Q: 3 clusters Score -2114926 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2114950.000000 Penalty: 4815.690430
	Iteration 67Q: 3 clusters Score -2114950 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2114962.500000 Penalty: 4815.690430
	Iteration 68Q: 3 clusters Score -2114962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2114976.000000 Penalty: 4815.690430
	Iteration 69Q: 3 clusters Score -2114976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2114986.500000 Penalty: 4815.690430
	Iteration 70Q: 3 clusters Score -2114986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2114997.000000 Penalty: 4815.690430
	Iteration 71Q: 3 clusters Score -2114997 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2115009.500000 Penalty: 4815.690430
	Iteration 72Q: 3 clusters Score -2115010 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -2115016.500000 Penalty: 4815.690430
	Iteration 73Q: 3 clusters Score -2115016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2115025.000000 Penalty: 4815.690430
	Iteration 74Q: 3 clusters Score -2115025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2115032.000000 Penalty: 4815.690430
	Iteration 75Q: 3 clusters Score -2115032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -2115037.000000 Penalty: 4815.690430
	Iteration 76Q: 3 clusters Score -2115037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2115036.750000 Penalty: 4815.690430
	Iteration 77Q: 3 clusters Score -2115037 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -2115041.250000 Penalty: 4815.690430
	Iteration 78Q: 3 clusters Score -2115041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -2115042.500000 Penalty: 4815.690430
	Iteration 79Q: 3 clusters Score -2115042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -2115043.500000 Penalty: 4815.690430
	Iteration 80F: 3 clusters Score -2115044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2115045.750000 Penalty: 4815.690430
	Iteration 81Q: 3 clusters Score -2115046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2115053.750000 Penalty: 4815.690430
	Iteration 82Q: 3 clusters Score -2115054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2115055.750000 Penalty: 4815.690430
	Iteration 83Q: 3 clusters Score -2115056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2115064.000000 Penalty: 4815.690430
	Iteration 84Q: 3 clusters Score -2115064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2115064.500000 Penalty: 4815.690430
	Iteration 85Q: 3 clusters Score -2115064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2115069.500000 Penalty: 4815.690430
	Iteration 86Q: 3 clusters Score -2115070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2115074.500000 Penalty: 4815.690430
	Iteration 87Q: 3 clusters Score -2115074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15852 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2115076.000000 Penalty: 4815.690430
	Iteration 88Q: 3 clusters Score -2115076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2115081.000000 Penalty: 4815.690430
	Iteration 89Q: 3 clusters Score -2115081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2115082.500000 Penalty: 4815.690430
	Iteration 90Q: 3 clusters Score -2115082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2115082.500000 Penalty: 4815.690430
	Iteration 91F: 3 clusters Score -2115082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Entering Unmasked Estep 
Score: -152141.203125 Penalty: 1784.220337
	Iteration 0F: 2 clusters Score -152141.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -149967.890625 Penalty: 3568.440674
	Iteration 0F: 3 clusters Score -149967.9 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -150442.078125 Penalty: 3568.440674
	Iteration 1F: 3 clusters Score -150442.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -150753.093750 Penalty: 3568.440674
	Iteration 2F: 3 clusters Score -150753.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -150957.718750 Penalty: 3568.440674
	Iteration 3F: 3 clusters Score -150957.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -151109.656250 Penalty: 3568.440674
	Iteration 4F: 3 clusters Score -151109.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -151294.906250 Penalty: 3568.440674
	Iteration 5F: 3 clusters Score -151294.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -151455.046875 Penalty: 3568.440674
	Iteration 6Q: 3 clusters Score -151455 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -151604.015625 Penalty: 3568.440674
	Iteration 7Q: 3 clusters Score -151604 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -151738.468750 Penalty: 3568.440674
	Iteration 8Q: 3 clusters Score -151738.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -151827.484375 Penalty: 3568.440674
	Iteration 9Q: 3 clusters Score -151827.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -151892.046875 Penalty: 3568.440674
	Iteration 10Q: 3 clusters Score -151892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -151949.671875 Penalty: 3568.440674
	Iteration 11Q: 3 clusters Score -151949.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -152024.031250 Penalty: 3568.440674
	Iteration 12Q: 3 clusters Score -152024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -152036.796875 Penalty: 3568.440674
	Iteration 13Q: 3 clusters Score -152036.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -152042.281250 Penalty: 3568.440674
	Iteration 14Q: 3 clusters Score -152042.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -152045.921875 Penalty: 3568.440674
	Iteration 15Q: 3 clusters Score -152045.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -152050.234375 Penalty: 3568.440674
	Iteration 16F: 3 clusters Score -152050.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -152052.343750 Penalty: 3568.440674
	Iteration 17Q: 3 clusters Score -152052.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -152052.343750 Penalty: 3568.440674
	Iteration 18F: 3 clusters Score -152052.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 21161 members 
Mstep: Class 3 contains 47693 members 
Mstep: Class 4 contains 237167 members 
Mstep: Class 5 contains 14053 members 
Mstep: Class 6 contains 6545 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 57061 members 
Mstep: Class 9 contains 40384 members 
Mstep: Class 10 contains 22169 members 
Mstep: Class 11 contains 9008 members 
Mstep: Class 12 contains 17131 members 
Mstep: Class 13 contains 35958 members 
Mstep: Class 14 contains 2023 members 
Mstep: Class 15 contains 4482 members 
Mstep: Class 16 contains 1916 members 
Mstep: Class 17 contains 2646 members 
Mstep: Class 18 contains 217774 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 18949 members 
Mstep: Class 21 contains 76474 members 
Mstep: Class 23 contains 16466 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761104.000000 Penalty: 77926.218750
Iteration 119Q: 24 clusters Score -1.047611e+08 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 21175 members 
Mstep: Class 3 contains 47694 members 
Mstep: Class 4 contains 237092 members 
Mstep: Class 5 contains 14051 members 
Mstep: Class 6 contains 6545 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 57074 members 
Mstep: Class 9 contains 40383 members 
Mstep: Class 10 contains 22172 members 
Mstep: Class 11 contains 9005 members 
Mstep: Class 12 contains 17128 members 
Mstep: Class 13 contains 35937 members 
Mstep: Class 14 contains 2025 members 
Mstep: Class 15 contains 4480 members 
Mstep: Class 16 contains 1914 members 
Mstep: Class 17 contains 2646 members 
Mstep: Class 18 contains 217755 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 18949 members 
Mstep: Class 21 contains 76441 members 
Mstep: Class 23 contains 16594 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761000.000000 Penalty: 77926.218750
Iteration 120F: 24 clusters Score -1.04761e+08 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 21193 members 
Mstep: Class 3 contains 47689 members 
Mstep: Class 4 contains 237033 members 
Mstep: Class 5 contains 14053 members 
Mstep: Class 6 contains 6545 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 57096 members 
Mstep: Class 9 contains 40390 members 
Mstep: Class 10 contains 22174 members 
Mstep: Class 11 contains 9003 members 
Mstep: Class 12 contains 17129 members 
Mstep: Class 13 contains 35922 members 
Mstep: Class 14 contains 2026 members 
Mstep: Class 15 contains 4479 members 
Mstep: Class 16 contains 1915 members 
Mstep: Class 17 contains 2646 members 
Mstep: Class 18 contains 217699 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 18951 members 
Mstep: Class 21 contains 76405 members 
Mstep: Class 23 contains 16712 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761216.000000 Penalty: 77926.218750
Iteration 121Q: 24 clusters Score -1.047612e+08 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 21213 members 
Mstep: Class 3 contains 47692 members 
Mstep: Class 4 contains 237000 members 
Mstep: Class 5 contains 14052 members 
Mstep: Class 6 contains 6545 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 57115 members 
Mstep: Class 9 contains 40404 members 
Mstep: Class 10 contains 22173 members 
Mstep: Class 11 contains 9001 members 
Mstep: Class 12 contains 17126 members 
Mstep: Class 13 contains 35904 members 
Mstep: Class 14 contains 2027 members 
Mstep: Class 15 contains 4478 members 
Mstep: Class 16 contains 1915 members 
Mstep: Class 17 contains 2646 members 
Mstep: Class 18 contains 217600 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 18956 members 
Mstep: Class 21 contains 76372 members 
Mstep: Class 23 contains 16840 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761160.000000 Penalty: 77926.218750
Iteration 122Q: 24 clusters Score -1.047612e+08 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 21244 members 
Mstep: Class 3 contains 47697 members 
Mstep: Class 4 contains 236983 members 
Mstep: Class 5 contains 14052 members 
Mstep: Class 6 contains 6545 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 57134 members 
Mstep: Class 9 contains 40399 members 
Mstep: Class 10 contains 22176 members 
Mstep: Class 11 contains 9000 members 
Mstep: Class 12 contains 17120 members 
Mstep: Class 13 contains 35891 members 
Mstep: Class 14 contains 2023 members 
Mstep: Class 15 contains 4477 members 
Mstep: Class 16 contains 1916 members 
Mstep: Class 17 contains 2646 members 
Mstep: Class 18 contains 217478 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 18966 members 
Mstep: Class 21 contains 76332 members 
Mstep: Class 23 contains 16978 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761168.000000 Penalty: 77926.218750
Iteration 123Q: 24 clusters Score -1.047612e+08 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 21275 members 
Mstep: Class 3 contains 47687 members 
Mstep: Class 4 contains 236983 members 
Mstep: Class 5 contains 14047 members 
Mstep: Class 6 contains 6545 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 57149 members 
Mstep: Class 9 contains 40401 members 
Mstep: Class 10 contains 22173 members 
Mstep: Class 11 contains 9000 members 
Mstep: Class 12 contains 17123 members 
Mstep: Class 13 contains 35884 members 
Mstep: Class 14 contains 2023 members 
Mstep: Class 15 contains 4476 members 
Mstep: Class 16 contains 1916 members 
Mstep: Class 17 contains 2646 members 
Mstep: Class 18 contains 217345 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 18975 members 
Mstep: Class 21 contains 76292 members 
Mstep: Class 23 contains 17114 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761040.000000 Penalty: 77926.218750
Iteration 124Q: 24 clusters Score -1.04761e+08 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 21290 members 
Mstep: Class 3 contains 47688 members 
Mstep: Class 4 contains 237030 members 
Mstep: Class 5 contains 14047 members 
Mstep: Class 6 contains 6545 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 57185 members 
Mstep: Class 9 contains 40403 members 
Mstep: Class 10 contains 22178 members 
Mstep: Class 11 contains 9000 members 
Mstep: Class 12 contains 17117 members 
Mstep: Class 13 contains 35878 members 
Mstep: Class 14 contains 2024 members 
Mstep: Class 15 contains 4477 members 
Mstep: Class 16 contains 1917 members 
Mstep: Class 17 contains 2646 members 
Mstep: Class 18 contains 217151 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 18970 members 
Mstep: Class 21 contains 76273 members 
Mstep: Class 23 contains 17233 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761144.000000 Penalty: 77926.218750
Iteration 125Q: 24 clusters Score -1.047611e+08 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 21312 members 
Mstep: Class 3 contains 47689 members 
Mstep: Class 4 contains 237130 members 
Mstep: Class 5 contains 14038 members 
Mstep: Class 6 contains 6545 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 57219 members 
Mstep: Class 9 contains 40401 members 
Mstep: Class 10 contains 22176 members 
Mstep: Class 11 contains 9000 members 
Mstep: Class 12 contains 17117 members 
Mstep: Class 13 contains 35853 members 
Mstep: Class 14 contains 2025 members 
Mstep: Class 15 contains 4478 members 
Mstep: Class 16 contains 1916 members 
Mstep: Class 17 contains 2646 members 
Mstep: Class 18 contains 216924 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 18974 members 
Mstep: Class 21 contains 76248 members 
Mstep: Class 23 contains 17359 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760992.000000 Penalty: 77926.218750
Iteration 126Q: 24 clusters Score -1.04761e+08 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 21332 members 
Mstep: Class 3 contains 47689 members 
Mstep: Class 4 contains 237195 members 
Mstep: Class 5 contains 14037 members 
Mstep: Class 6 contains 6545 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 57255 members 
Mstep: Class 9 contains 40396 members 
Mstep: Class 10 contains 22172 members 
Mstep: Class 11 contains 8998 members 
Mstep: Class 12 contains 17115 members 
Mstep: Class 13 contains 35842 members 
Mstep: Class 14 contains 2025 members 
Mstep: Class 15 contains 4480 members 
Mstep: Class 16 contains 1915 members 
Mstep: Class 17 contains 2646 members 
Mstep: Class 18 contains 216747 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 18971 members 
Mstep: Class 21 contains 76217 members 
Mstep: Class 23 contains 17473 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760952.000000 Penalty: 77926.218750
Iteration 127Q: 24 clusters Score -1.04761e+08 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 21357 members 
Mstep: Class 3 contains 47683 members 
Mstep: Class 4 contains 237264 members 
Mstep: Class 5 contains 14034 members 
Mstep: Class 6 contains 6545 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 57283 members 
Mstep: Class 9 contains 40392 members 
Mstep: Class 10 contains 22176 members 
Mstep: Class 11 contains 8997 members 
Mstep: Class 12 contains 17108 members 
Mstep: Class 13 contains 35812 members 
Mstep: Class 14 contains 2022 members 
Mstep: Class 15 contains 4482 members 
Mstep: Class 16 contains 1916 members 
Mstep: Class 17 contains 2646 members 
Mstep: Class 18 contains 216594 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 18972 members 
Mstep: Class 21 contains 76189 members 
Mstep: Class 23 contains 17577 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
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Score: -104760976.000000 Penalty: 77926.218750
Iteration 128Q: 24 clusters Score -1.04761e+08 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 21371 members 
Mstep: Class 3 contains 47677 members 
Mstep: Class 4 contains 237279 members 
Mstep: Class 5 contains 14033 members 
Mstep: Class 6 contains 6545 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 57309 members 
Mstep: Class 9 contains 40401 members 
Mstep: Class 10 contains 22177 members 
Mstep: Class 11 contains 8997 members 
Mstep: Class 12 contains 17100 members 
Mstep: Class 13 contains 35787 members 
Mstep: Class 14 contains 2019 members 
Mstep: Class 15 contains 4483 members 
Mstep: Class 16 contains 1915 members 
Mstep: Class 17 contains 2647 members 
Mstep: Class 18 contains 216475 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 18971 members 
Mstep: Class 21 contains 76159 members 
Mstep: Class 23 contains 17704 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
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Iteration 129Q: 24 clusters Score -1.047609e+08 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 21394 members 
Mstep: Class 3 contains 47669 members 
Mstep: Class 4 contains 237276 members 
Mstep: Class 5 contains 14023 members 
Mstep: Class 6 contains 6545 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 57319 members 
Mstep: Class 9 contains 40404 members 
Mstep: Class 10 contains 22175 members 
Mstep: Class 11 contains 8997 members 
Mstep: Class 12 contains 17102 members 
Mstep: Class 13 contains 35764 members 
Mstep: Class 14 contains 2019 members 
Mstep: Class 15 contains 4481 members 
Mstep: Class 16 contains 1917 members 
Mstep: Class 17 contains 2648 members 
Mstep: Class 18 contains 216362 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 18975 members 
Mstep: Class 21 contains 76141 members 
Mstep: Class 23 contains 17838 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760760.000000 Penalty: 77926.218750
Iteration 130Q: 24 clusters Score -1.047608e+08 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 21412 members 
Mstep: Class 3 contains 47671 members 
Mstep: Class 4 contains 237310 members 
Mstep: Class 5 contains 14021 members 
Mstep: Class 6 contains 6545 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 57323 members 
Mstep: Class 9 contains 40413 members 
Mstep: Class 10 contains 22171 members 
Mstep: Class 11 contains 8997 members 
Mstep: Class 12 contains 17106 members 
Mstep: Class 13 contains 35751 members 
Mstep: Class 14 contains 2018 members 
Mstep: Class 15 contains 4481 members 
Mstep: Class 16 contains 1917 members 
Mstep: Class 17 contains 2649 members 
Mstep: Class 18 contains 216181 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 18978 members 
Mstep: Class 21 contains 76122 members 
Mstep: Class 23 contains 17982 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
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Iteration 131Q: 24 clusters Score -1.047608e+08 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 21430 members 
Mstep: Class 3 contains 47666 members 
Mstep: Class 4 contains 237363 members 
Mstep: Class 5 contains 14017 members 
Mstep: Class 6 contains 6546 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 57331 members 
Mstep: Class 9 contains 40428 members 
Mstep: Class 10 contains 22170 members 
Mstep: Class 11 contains 8997 members 
Mstep: Class 12 contains 17109 members 
Mstep: Class 13 contains 35729 members 
Mstep: Class 14 contains 2019 members 
Mstep: Class 15 contains 4478 members 
Mstep: Class 16 contains 1915 members 
Mstep: Class 17 contains 2651 members 
Mstep: Class 18 contains 215975 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 18980 members 
Mstep: Class 21 contains 76099 members 
Mstep: Class 23 contains 18143 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
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Iteration 132Q: 24 clusters Score -1.047608e+08 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 21448 members 
Mstep: Class 3 contains 47663 members 
Mstep: Class 4 contains 237441 members 
Mstep: Class 5 contains 14016 members 
Mstep: Class 6 contains 6546 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 57341 members 
Mstep: Class 9 contains 40432 members 
Mstep: Class 10 contains 22167 members 
Mstep: Class 11 contains 8997 members 
Mstep: Class 12 contains 17099 members 
Mstep: Class 13 contains 35705 members 
Mstep: Class 14 contains 2019 members 
Mstep: Class 15 contains 4478 members 
Mstep: Class 16 contains 1914 members 
Mstep: Class 17 contains 2651 members 
Mstep: Class 18 contains 215746 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 18981 members 
Mstep: Class 21 contains 76082 members 
Mstep: Class 23 contains 18317 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
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Iteration 133Q: 24 clusters Score -1.047607e+08 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 21482 members 
Mstep: Class 3 contains 47662 members 
Mstep: Class 4 contains 237546 members 
Mstep: Class 5 contains 14014 members 
Mstep: Class 6 contains 6546 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 57360 members 
Mstep: Class 9 contains 40430 members 
Mstep: Class 10 contains 22167 members 
Mstep: Class 11 contains 8996 members 
Mstep: Class 12 contains 17096 members 
Mstep: Class 13 contains 35679 members 
Mstep: Class 14 contains 2020 members 
Mstep: Class 15 contains 4479 members 
Mstep: Class 16 contains 1916 members 
Mstep: Class 17 contains 2651 members 
Mstep: Class 18 contains 215474 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 18972 members 
Mstep: Class 21 contains 76063 members 
Mstep: Class 23 contains 18488 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
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Score: -104760616.000000 Penalty: 77926.218750
Iteration 134Q: 24 clusters Score -1.047606e+08 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 21514 members 
Mstep: Class 3 contains 47654 members 
Mstep: Class 4 contains 237655 members 
Mstep: Class 5 contains 14017 members 
Mstep: Class 6 contains 6546 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 57383 members 
Mstep: Class 9 contains 40438 members 
Mstep: Class 10 contains 22167 members 
Mstep: Class 11 contains 8996 members 
Mstep: Class 12 contains 17096 members 
Mstep: Class 13 contains 35646 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 4482 members 
Mstep: Class 16 contains 1918 members 
Mstep: Class 17 contains 2651 members 
Mstep: Class 18 contains 215222 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 18964 members 
Mstep: Class 21 contains 76033 members 
Mstep: Class 23 contains 18637 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
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Score: -104760768.000000 Penalty: 77926.218750
Iteration 135Q: 24 clusters Score -1.047608e+08 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 21549 members 
Mstep: Class 3 contains 47648 members 
Mstep: Class 4 contains 237734 members 
Mstep: Class 5 contains 14017 members 
Mstep: Class 6 contains 6546 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 57413 members 
Mstep: Class 9 contains 40451 members 
Mstep: Class 10 contains 22162 members 
Mstep: Class 11 contains 8994 members 
Mstep: Class 12 contains 17095 members 
Mstep: Class 13 contains 35610 members 
Mstep: Class 14 contains 2018 members 
Mstep: Class 15 contains 4483 members 
Mstep: Class 16 contains 1917 members 
Mstep: Class 17 contains 2651 members 
Mstep: Class 18 contains 214994 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 18957 members 
Mstep: Class 21 contains 76004 members 
Mstep: Class 23 contains 18797 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760752.000000 Penalty: 77926.218750
Iteration 136Q: 24 clusters Score -1.047608e+08 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 21567 members 
Mstep: Class 3 contains 47638 members 
Mstep: Class 4 contains 237816 members 
Mstep: Class 5 contains 14015 members 
Mstep: Class 6 contains 6546 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 57438 members 
Mstep: Class 9 contains 40453 members 
Mstep: Class 10 contains 22166 members 
Mstep: Class 11 contains 8992 members 
Mstep: Class 12 contains 17098 members 
Mstep: Class 13 contains 35556 members 
Mstep: Class 14 contains 2019 members 
Mstep: Class 15 contains 4481 members 
Mstep: Class 16 contains 1916 members 
Mstep: Class 17 contains 2651 members 
Mstep: Class 18 contains 214761 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 18963 members 
Mstep: Class 21 contains 75987 members 
Mstep: Class 23 contains 18977 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
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Iteration 137Q: 24 clusters Score -1.047606e+08 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 21583 members 
Mstep: Class 3 contains 47620 members 
Mstep: Class 4 contains 237941 members 
Mstep: Class 5 contains 14012 members 
Mstep: Class 6 contains 6546 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 57478 members 
Mstep: Class 9 contains 40467 members 
Mstep: Class 10 contains 22158 members 
Mstep: Class 11 contains 8991 members 
Mstep: Class 12 contains 17101 members 
Mstep: Class 13 contains 35507 members 
Mstep: Class 14 contains 2019 members 
Mstep: Class 15 contains 4477 members 
Mstep: Class 16 contains 1916 members 
Mstep: Class 17 contains 2651 members 
Mstep: Class 18 contains 214506 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 18963 members 
Mstep: Class 21 contains 75968 members 
Mstep: Class 23 contains 19136 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
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Score: -104760544.000000 Penalty: 77926.218750
Iteration 138Q: 24 clusters Score -1.047605e+08 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 21589 members 
Mstep: Class 3 contains 47604 members 
Mstep: Class 4 contains 238054 members 
Mstep: Class 5 contains 14008 members 
Mstep: Class 6 contains 6546 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 57515 members 
Mstep: Class 9 contains 40474 members 
Mstep: Class 10 contains 22154 members 
Mstep: Class 11 contains 8990 members 
Mstep: Class 12 contains 17101 members 
Mstep: Class 13 contains 35458 members 
Mstep: Class 14 contains 2020 members 
Mstep: Class 15 contains 4478 members 
Mstep: Class 16 contains 1917 members 
Mstep: Class 17 contains 2651 members 
Mstep: Class 18 contains 214279 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 18964 members 
Mstep: Class 21 contains 75942 members 
Mstep: Class 23 contains 19296 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760752.000000 Penalty: 77926.218750
Iteration 139Q: 24 clusters Score -1.047608e+08 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 21600 members 
Mstep: Class 3 contains 47583 members 
Mstep: Class 4 contains 238143 members 
Mstep: Class 5 contains 14008 members 
Mstep: Class 6 contains 6546 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 57543 members 
Mstep: Class 9 contains 40482 members 
Mstep: Class 10 contains 22146 members 
Mstep: Class 11 contains 8985 members 
Mstep: Class 12 contains 17108 members 
Mstep: Class 13 contains 35411 members 
Mstep: Class 14 contains 2022 members 
Mstep: Class 15 contains 4480 members 
Mstep: Class 16 contains 1918 members 
Mstep: Class 17 contains 2651 members 
Mstep: Class 18 contains 214056 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 18965 members 
Mstep: Class 21 contains 75918 members 
Mstep: Class 23 contains 19475 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760576.000000 Penalty: 77926.218750
Iteration 140F: 24 clusters Score -1.047606e+08 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 21616 members 
Mstep: Class 3 contains 47567 members 
Mstep: Class 4 contains 238226 members 
Mstep: Class 5 contains 14011 members 
Mstep: Class 6 contains 6546 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 57574 members 
Mstep: Class 9 contains 40485 members 
Mstep: Class 10 contains 22145 members 
Mstep: Class 11 contains 8980 members 
Mstep: Class 12 contains 17111 members 
Mstep: Class 13 contains 35362 members 
Mstep: Class 14 contains 2015 members 
Mstep: Class 15 contains 4482 members 
Mstep: Class 16 contains 1919 members 
Mstep: Class 17 contains 2651 members 
Mstep: Class 18 contains 213857 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 18965 members 
Mstep: Class 21 contains 75884 members 
Mstep: Class 23 contains 19644 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
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Iteration 141Q: 24 clusters Score -1.047606e+08 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 21625 members 
Mstep: Class 3 contains 47550 members 
Mstep: Class 4 contains 238334 members 
Mstep: Class 5 contains 14011 members 
Mstep: Class 6 contains 6547 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 57603 members 
Mstep: Class 9 contains 40492 members 
Mstep: Class 10 contains 22141 members 
Mstep: Class 11 contains 8977 members 
Mstep: Class 12 contains 17109 members 
Mstep: Class 13 contains 35335 members 
Mstep: Class 14 contains 2013 members 
Mstep: Class 15 contains 4483 members 
Mstep: Class 16 contains 1925 members 
Mstep: Class 17 contains 2651 members 
Mstep: Class 18 contains 213633 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 18970 members 
Mstep: Class 21 contains 75857 members 
Mstep: Class 23 contains 19784 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760496.000000 Penalty: 77926.218750
Iteration 142Q: 24 clusters Score -1.047605e+08 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 21650 members 
Mstep: Class 3 contains 47545 members 
Mstep: Class 4 contains 238391 members 
Mstep: Class 5 contains 14008 members 
Mstep: Class 6 contains 6548 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 57622 members 
Mstep: Class 9 contains 40503 members 
Mstep: Class 10 contains 22139 members 
Mstep: Class 11 contains 8976 members 
Mstep: Class 12 contains 17114 members 
Mstep: Class 13 contains 35310 members 
Mstep: Class 14 contains 2017 members 
Mstep: Class 15 contains 4485 members 
Mstep: Class 16 contains 1929 members 
Mstep: Class 17 contains 2651 members 
Mstep: Class 18 contains 213428 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 18972 members 
Mstep: Class 21 contains 75827 members 
Mstep: Class 23 contains 19925 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
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Iteration 143Q: 24 clusters Score -1.047605e+08 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 21675 members 
Mstep: Class 3 contains 47537 members 
Mstep: Class 4 contains 238407 members 
Mstep: Class 5 contains 14004 members 
Mstep: Class 6 contains 6551 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 57643 members 
Mstep: Class 9 contains 40509 members 
Mstep: Class 10 contains 22139 members 
Mstep: Class 11 contains 8973 members 
Mstep: Class 12 contains 17117 members 
Mstep: Class 13 contains 35291 members 
Mstep: Class 14 contains 2016 members 
Mstep: Class 15 contains 4486 members 
Mstep: Class 16 contains 1933 members 
Mstep: Class 17 contains 2651 members 
Mstep: Class 18 contains 213249 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 18977 members 
Mstep: Class 21 contains 75802 members 
Mstep: Class 23 contains 20080 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
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Iteration 144Q: 24 clusters Score -1.047607e+08 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 21703 members 
Mstep: Class 3 contains 47521 members 
Mstep: Class 4 contains 238431 members 
Mstep: Class 5 contains 13998 members 
Mstep: Class 6 contains 6555 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 57656 members 
Mstep: Class 9 contains 40515 members 
Mstep: Class 10 contains 22137 members 
Mstep: Class 11 contains 8972 members 
Mstep: Class 12 contains 17108 members 
Mstep: Class 13 contains 35276 members 
Mstep: Class 14 contains 2018 members 
Mstep: Class 15 contains 4487 members 
Mstep: Class 16 contains 1932 members 
Mstep: Class 17 contains 2651 members 
Mstep: Class 18 contains 213109 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 18979 members 
Mstep: Class 21 contains 75764 members 
Mstep: Class 23 contains 20228 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
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Iteration 145Q: 24 clusters Score -1.047608e+08 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 21738 members 
Mstep: Class 3 contains 47500 members 
Mstep: Class 4 contains 238440 members 
Mstep: Class 5 contains 13994 members 
Mstep: Class 6 contains 6557 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 57689 members 
Mstep: Class 9 contains 40521 members 
Mstep: Class 10 contains 22136 members 
Mstep: Class 11 contains 8967 members 
Mstep: Class 12 contains 17102 members 
Mstep: Class 13 contains 35253 members 
Mstep: Class 14 contains 2020 members 
Mstep: Class 15 contains 4487 members 
Mstep: Class 16 contains 1931 members 
Mstep: Class 17 contains 2651 members 
Mstep: Class 18 contains 212966 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 18985 members 
Mstep: Class 21 contains 75722 members 
Mstep: Class 23 contains 20381 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
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Iteration 146Q: 24 clusters Score -1.047609e+08 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 21782 members 
Mstep: Class 3 contains 47486 members 
Mstep: Class 4 contains 238416 members 
Mstep: Class 5 contains 13984 members 
Mstep: Class 6 contains 6558 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 57729 members 
Mstep: Class 9 contains 40523 members 
Mstep: Class 10 contains 22137 members 
Mstep: Class 11 contains 8964 members 
Mstep: Class 12 contains 17105 members 
Mstep: Class 13 contains 35224 members 
Mstep: Class 14 contains 2021 members 
Mstep: Class 15 contains 4486 members 
Mstep: Class 16 contains 1930 members 
Mstep: Class 17 contains 2651 members 
Mstep: Class 18 contains 212823 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 18998 members 
Mstep: Class 21 contains 75675 members 
Mstep: Class 23 contains 20548 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
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Iteration 147Q: 24 clusters Score -1.047607e+08 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 21829 members 
Mstep: Class 3 contains 47472 members 
Mstep: Class 4 contains 238360 members 
Mstep: Class 5 contains 13978 members 
Mstep: Class 6 contains 6559 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 57776 members 
Mstep: Class 9 contains 40526 members 
Mstep: Class 10 contains 22134 members 
Mstep: Class 11 contains 8963 members 
Mstep: Class 12 contains 17102 members 
Mstep: Class 13 contains 35212 members 
Mstep: Class 14 contains 2023 members 
Mstep: Class 15 contains 4487 members 
Mstep: Class 16 contains 1930 members 
Mstep: Class 17 contains 2651 members 
Mstep: Class 18 contains 212690 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19019 members 
Mstep: Class 21 contains 75627 members 
Mstep: Class 23 contains 20701 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
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Iteration 148Q: 24 clusters Score -1.047608e+08 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 21864 members 
Mstep: Class 3 contains 47461 members 
Mstep: Class 4 contains 238290 members 
Mstep: Class 5 contains 13971 members 
Mstep: Class 6 contains 6561 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 57818 members 
Mstep: Class 9 contains 40545 members 
Mstep: Class 10 contains 22129 members 
Mstep: Class 11 contains 8963 members 
Mstep: Class 12 contains 17108 members 
Mstep: Class 13 contains 35187 members 
Mstep: Class 14 contains 2025 members 
Mstep: Class 15 contains 4486 members 
Mstep: Class 16 contains 1931 members 
Mstep: Class 17 contains 2651 members 
Mstep: Class 18 contains 212593 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19030 members 
Mstep: Class 21 contains 75572 members 
Mstep: Class 23 contains 20853 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
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Iteration 149Q: 24 clusters Score -1.047608e+08 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 21903 members 
Mstep: Class 3 contains 47446 members 
Mstep: Class 4 contains 238173 members 
Mstep: Class 5 contains 13961 members 
Mstep: Class 6 contains 6561 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 57848 members 
Mstep: Class 9 contains 40550 members 
Mstep: Class 10 contains 22126 members 
Mstep: Class 11 contains 8962 members 
Mstep: Class 12 contains 17107 members 
Mstep: Class 13 contains 35163 members 
Mstep: Class 14 contains 2027 members 
Mstep: Class 15 contains 4485 members 
Mstep: Class 16 contains 1932 members 
Mstep: Class 17 contains 2651 members 
Mstep: Class 18 contains 212572 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19035 members 
Mstep: Class 21 contains 75514 members 
Mstep: Class 23 contains 21021 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
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Iteration 150Q: 24 clusters Score -1.047607e+08 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 21944 members 
Mstep: Class 3 contains 47437 members 
Mstep: Class 4 contains 238062 members 
Mstep: Class 5 contains 13956 members 
Mstep: Class 6 contains 6561 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 57873 members 
Mstep: Class 9 contains 40554 members 
Mstep: Class 10 contains 22122 members 
Mstep: Class 11 contains 8961 members 
Mstep: Class 12 contains 17109 members 
Mstep: Class 13 contains 35147 members 
Mstep: Class 14 contains 2029 members 
Mstep: Class 15 contains 4487 members 
Mstep: Class 16 contains 1931 members 
Mstep: Class 17 contains 2651 members 
Mstep: Class 18 contains 212545 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19040 members 
Mstep: Class 21 contains 75458 members 
Mstep: Class 23 contains 21169 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760768.000000 Penalty: 77926.218750
Iteration 151Q: 24 clusters Score -1.047608e+08 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 21983 members 
Mstep: Class 3 contains 47416 members 
Mstep: Class 4 contains 237951 members 
Mstep: Class 5 contains 13951 members 
Mstep: Class 6 contains 6562 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 57897 members 
Mstep: Class 9 contains 40555 members 
Mstep: Class 10 contains 22124 members 
Mstep: Class 11 contains 8960 members 
Mstep: Class 12 contains 17121 members 
Mstep: Class 13 contains 35119 members 
Mstep: Class 14 contains 2032 members 
Mstep: Class 15 contains 4486 members 
Mstep: Class 16 contains 1930 members 
Mstep: Class 17 contains 2651 members 
Mstep: Class 18 contains 212529 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19042 members 
Mstep: Class 21 contains 75406 members 
Mstep: Class 23 contains 21319 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760696.000000 Penalty: 77926.218750
Iteration 152Q: 24 clusters Score -1.047607e+08 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 22015 members 
Mstep: Class 3 contains 47407 members 
Mstep: Class 4 contains 237830 members 
Mstep: Class 5 contains 13946 members 
Mstep: Class 6 contains 6562 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 57940 members 
Mstep: Class 9 contains 40557 members 
Mstep: Class 10 contains 22122 members 
Mstep: Class 11 contains 8958 members 
Mstep: Class 12 contains 17122 members 
Mstep: Class 13 contains 35083 members 
Mstep: Class 14 contains 2035 members 
Mstep: Class 15 contains 4483 members 
Mstep: Class 16 contains 1930 members 
Mstep: Class 17 contains 2651 members 
Mstep: Class 18 contains 212510 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19040 members 
Mstep: Class 21 contains 75351 members 
Mstep: Class 23 contains 21492 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760704.000000 Penalty: 77926.218750
Iteration 153Q: 24 clusters Score -1.047607e+08 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 22048 members 
Mstep: Class 3 contains 47391 members 
Mstep: Class 4 contains 237691 members 
Mstep: Class 5 contains 13942 members 
Mstep: Class 6 contains 6562 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 57975 members 
Mstep: Class 9 contains 40558 members 
Mstep: Class 10 contains 22120 members 
Mstep: Class 11 contains 8956 members 
Mstep: Class 12 contains 17129 members 
Mstep: Class 13 contains 35059 members 
Mstep: Class 14 contains 2034 members 
Mstep: Class 15 contains 4482 members 
Mstep: Class 16 contains 1929 members 
Mstep: Class 17 contains 2651 members 
Mstep: Class 18 contains 212519 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19042 members 
Mstep: Class 21 contains 75299 members 
Mstep: Class 23 contains 21647 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760656.000000 Penalty: 77926.218750
Iteration 154Q: 24 clusters Score -1.047607e+08 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 22064 members 
Mstep: Class 3 contains 47378 members 
Mstep: Class 4 contains 237553 members 
Mstep: Class 5 contains 13939 members 
Mstep: Class 6 contains 6562 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 58005 members 
Mstep: Class 9 contains 40565 members 
Mstep: Class 10 contains 22121 members 
Mstep: Class 11 contains 8949 members 
Mstep: Class 12 contains 17117 members 
Mstep: Class 13 contains 35047 members 
Mstep: Class 14 contains 2038 members 
Mstep: Class 15 contains 4481 members 
Mstep: Class 16 contains 1930 members 
Mstep: Class 17 contains 2651 members 
Mstep: Class 18 contains 212505 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19049 members 
Mstep: Class 21 contains 75257 members 
Mstep: Class 23 contains 21823 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760616.000000 Penalty: 77926.218750
Iteration 155Q: 24 clusters Score -1.047606e+08 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 22084 members 
Mstep: Class 3 contains 47366 members 
Mstep: Class 4 contains 237463 members 
Mstep: Class 5 contains 13934 members 
Mstep: Class 6 contains 6562 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 58043 members 
Mstep: Class 9 contains 40565 members 
Mstep: Class 10 contains 22122 members 
Mstep: Class 11 contains 8947 members 
Mstep: Class 12 contains 17107 members 
Mstep: Class 13 contains 35020 members 
Mstep: Class 14 contains 2040 members 
Mstep: Class 15 contains 4479 members 
Mstep: Class 16 contains 1930 members 
Mstep: Class 17 contains 2651 members 
Mstep: Class 18 contains 212436 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19070 members 
Mstep: Class 21 contains 75209 members 
Mstep: Class 23 contains 22006 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760552.000000 Penalty: 77926.218750
Iteration 156Q: 24 clusters Score -1.047606e+08 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 22114 members 
Mstep: Class 3 contains 47336 members 
Mstep: Class 4 contains 237345 members 
Mstep: Class 5 contains 13933 members 
Mstep: Class 6 contains 6563 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 58092 members 
Mstep: Class 9 contains 40568 members 
Mstep: Class 10 contains 22120 members 
Mstep: Class 11 contains 8943 members 
Mstep: Class 12 contains 17100 members 
Mstep: Class 13 contains 35001 members 
Mstep: Class 14 contains 2047 members 
Mstep: Class 15 contains 4478 members 
Mstep: Class 16 contains 1932 members 
Mstep: Class 17 contains 2652 members 
Mstep: Class 18 contains 212369 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19089 members 
Mstep: Class 21 contains 75160 members 
Mstep: Class 23 contains 22192 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760496.000000 Penalty: 77926.218750
Iteration 157Q: 24 clusters Score -1.047605e+08 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 22154 members 
Mstep: Class 3 contains 47297 members 
Mstep: Class 4 contains 237219 members 
Mstep: Class 5 contains 13929 members 
Mstep: Class 6 contains 6564 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 58109 members 
Mstep: Class 9 contains 40567 members 
Mstep: Class 10 contains 22123 members 
Mstep: Class 11 contains 8941 members 
Mstep: Class 12 contains 17093 members 
Mstep: Class 13 contains 34973 members 
Mstep: Class 14 contains 2048 members 
Mstep: Class 15 contains 4477 members 
Mstep: Class 16 contains 1932 members 
Mstep: Class 17 contains 2652 members 
Mstep: Class 18 contains 212335 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19109 members 
Mstep: Class 21 contains 75109 members 
Mstep: Class 23 contains 22403 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760320.000000 Penalty: 77926.218750
Iteration 158Q: 24 clusters Score -1.047603e+08 nChanged 1054
Entering ConstructFrom: 
Score: -104760320.000000 Penalty: 77926.218750
Entering ConstructFrom: 
Trying to split cluster 1 (5355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Entering Unmasked Estep 
Score: -677403.625000 Penalty: 2129.274902
	Iteration 0F: 2 clusters Score -677403.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -672638.000000 Penalty: 4258.549805
	Iteration 0F: 3 clusters Score -672638 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -673787.500000 Penalty: 4258.549805
	Iteration 1F: 3 clusters Score -673787.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -673974.562500 Penalty: 4258.549805
	Iteration 2F: 3 clusters Score -673974.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -674087.937500 Penalty: 4258.549805
	Iteration 3Q: 3 clusters Score -674087.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -674158.687500 Penalty: 4258.549805
	Iteration 4Q: 3 clusters Score -674158.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -674213.250000 Penalty: 4258.549805
	Iteration 5Q: 3 clusters Score -674213.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -674254.937500 Penalty: 4258.549805
	Iteration 6Q: 3 clusters Score -674254.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -674295.250000 Penalty: 4258.549805
	Iteration 7Q: 3 clusters Score -674295.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -674319.937500 Penalty: 4258.549805
	Iteration 8Q: 3 clusters Score -674319.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -674352.687500 Penalty: 4258.549805
	Iteration 9Q: 3 clusters Score -674352.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -674383.812500 Penalty: 4258.549805
	Iteration 10Q: 3 clusters Score -674383.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -674408.937500 Penalty: 4258.549805
	Iteration 11Q: 3 clusters Score -674408.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -674433.062500 Penalty: 4258.549805
	Iteration 12Q: 3 clusters Score -674433.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -674453.687500 Penalty: 4258.549805
	Iteration 13Q: 3 clusters Score -674453.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -674476.312500 Penalty: 4258.549805
	Iteration 14Q: 3 clusters Score -674476.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -674499.312500 Penalty: 4258.549805
	Iteration 15Q: 3 clusters Score -674499.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -674522.437500 Penalty: 4258.549805
	Iteration 16Q: 3 clusters Score -674522.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -674543.187500 Penalty: 4258.549805
	Iteration 17Q: 3 clusters Score -674543.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -674558.000000 Penalty: 4258.549805
	Iteration 18Q: 3 clusters Score -674558 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -674577.750000 Penalty: 4258.549805
	Iteration 19Q: 3 clusters Score -674577.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -674593.187500 Penalty: 4258.549805
	Iteration 20F: 3 clusters Score -674593.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -674606.937500 Penalty: 4258.549805
	Iteration 21Q: 3 clusters Score -674606.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -674618.500000 Penalty: 4258.549805
	Iteration 22Q: 3 clusters Score -674618.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -674630.437500 Penalty: 4258.549805
	Iteration 23Q: 3 clusters Score -674630.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -674639.375000 Penalty: 4258.549805
	Iteration 24Q: 3 clusters Score -674639.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -674649.812500 Penalty: 4258.549805
	Iteration 25Q: 3 clusters Score -674649.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -674662.812500 Penalty: 4258.549805
	Iteration 26Q: 3 clusters Score -674662.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -674673.937500 Penalty: 4258.549805
	Iteration 27Q: 3 clusters Score -674673.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -674688.062500 Penalty: 4258.549805
	Iteration 28Q: 3 clusters Score -674688.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -674703.562500 Penalty: 4258.549805
	Iteration 29Q: 3 clusters Score -674703.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -674719.062500 Penalty: 4258.549805
	Iteration 30Q: 3 clusters Score -674719.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -674734.312500 Penalty: 4258.549805
	Iteration 31Q: 3 clusters Score -674734.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -674759.062500 Penalty: 4258.549805
	Iteration 32Q: 3 clusters Score -674759.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -674783.812500 Penalty: 4258.549805
	Iteration 33Q: 3 clusters Score -674783.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -674803.500000 Penalty: 4258.549805
	Iteration 34Q: 3 clusters Score -674803.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -674829.062500 Penalty: 4258.549805
	Iteration 35Q: 3 clusters Score -674829.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -674858.562500 Penalty: 4258.549805
	Iteration 36Q: 3 clusters Score -674858.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -674888.500000 Penalty: 4258.549805
	Iteration 37Q: 3 clusters Score -674888.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -674917.500000 Penalty: 4258.549805
	Iteration 38Q: 3 clusters Score -674917.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -674962.375000 Penalty: 4258.549805
	Iteration 39Q: 3 clusters Score -674962.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -675007.250000 Penalty: 4258.549805
	Iteration 40F: 3 clusters Score -675007.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -675052.812500 Penalty: 4258.549805
	Iteration 41Q: 3 clusters Score -675052.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -675113.312500 Penalty: 4258.549805
	Iteration 42Q: 3 clusters Score -675113.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -675163.125000 Penalty: 4258.549805
	Iteration 43Q: 3 clusters Score -675163.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -675205.375000 Penalty: 4258.549805
	Iteration 44Q: 3 clusters Score -675205.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -675241.875000 Penalty: 4258.549805
	Iteration 45Q: 3 clusters Score -675241.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -675286.875000 Penalty: 4258.549805
	Iteration 46Q: 3 clusters Score -675286.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -675332.437500 Penalty: 4258.549805
	Iteration 47Q: 3 clusters Score -675332.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -675365.375000 Penalty: 4258.549805
	Iteration 48Q: 3 clusters Score -675365.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -675394.375000 Penalty: 4258.549805
	Iteration 49Q: 3 clusters Score -675394.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -675421.125000 Penalty: 4258.549805
	Iteration 50Q: 3 clusters Score -675421.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -675438.000000 Penalty: 4258.549805
	Iteration 51Q: 3 clusters Score -675438 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -675455.375000 Penalty: 4258.549805
	Iteration 52Q: 3 clusters Score -675455.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -675467.937500 Penalty: 4258.549805
	Iteration 53Q: 3 clusters Score -675467.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -675483.500000 Penalty: 4258.549805
	Iteration 54Q: 3 clusters Score -675483.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -675494.187500 Penalty: 4258.549805
	Iteration 55Q: 3 clusters Score -675494.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -675497.937500 Penalty: 4258.549805
	Iteration 56Q: 3 clusters Score -675497.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -675504.875000 Penalty: 4258.549805
	Iteration 57Q: 3 clusters Score -675504.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -675510.687500 Penalty: 4258.549805
	Iteration 58Q: 3 clusters Score -675510.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -675522.062500 Penalty: 4258.549805
	Iteration 59Q: 3 clusters Score -675522.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -675537.000000 Penalty: 4258.549805
	Iteration 60F: 3 clusters Score -675537 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -675548.187500 Penalty: 4258.549805
	Iteration 61Q: 3 clusters Score -675548.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -675557.562500 Penalty: 4258.549805
	Iteration 62Q: 3 clusters Score -675557.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -675566.625000 Penalty: 4258.549805
	Iteration 63Q: 3 clusters Score -675566.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -675576.312500 Penalty: 4258.549805
	Iteration 64Q: 3 clusters Score -675576.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -675580.000000 Penalty: 4258.549805
	Iteration 65Q: 3 clusters Score -675580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -675584.000000 Penalty: 4258.549805
	Iteration 66Q: 3 clusters Score -675584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -675585.125000 Penalty: 4258.549805
	Iteration 67Q: 3 clusters Score -675585.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -675586.000000 Penalty: 4258.549805
	Iteration 68Q: 3 clusters Score -675586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -675586.000000 Penalty: 4258.549805
	Iteration 69F: 3 clusters Score -675586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (22190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Entering Unmasked Estep 
Score: -2800932.750000 Penalty: 2481.834473
	Iteration 0F: 2 clusters Score -2800933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11091 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -2785440.250000 Penalty: 4963.668945
	Iteration 0F: 3 clusters Score -2785440 nChanged 9798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -2790575.250000 Penalty: 4963.668945
	Iteration 1F: 3 clusters Score -2790575 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -2791002.750000 Penalty: 4963.668945
	Iteration 2F: 3 clusters Score -2791003 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 11833 members 
Entering Unmasked Estep 
Score: -2791400.500000 Penalty: 4963.668945
	Iteration 3Q: 3 clusters Score -2791400 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -2791794.000000 Penalty: 4963.668945
	Iteration 4Q: 3 clusters Score -2791794 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -2792295.000000 Penalty: 4963.668945
	Iteration 5Q: 3 clusters Score -2792295 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -2792886.000000 Penalty: 4963.668945
	Iteration 6Q: 3 clusters Score -2792886 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
Score: -2793539.000000 Penalty: 4963.668945
	Iteration 7F: 3 clusters Score -2793539 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -2794293.000000 Penalty: 4963.668945
	Iteration 8F: 3 clusters Score -2794293 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -2795207.500000 Penalty: 4963.668945
	Iteration 9F: 3 clusters Score -2795208 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -2796184.250000 Penalty: 4963.668945
	Iteration 10F: 3 clusters Score -2796184 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -2796953.000000 Penalty: 4963.668945
	Iteration 11Q: 3 clusters Score -2796953 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -2797407.250000 Penalty: 4963.668945
	Iteration 12Q: 3 clusters Score -2797407 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -2797634.250000 Penalty: 4963.668945
	Iteration 13Q: 3 clusters Score -2797634 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -2797762.250000 Penalty: 4963.668945
	Iteration 14Q: 3 clusters Score -2797762 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -2797870.500000 Penalty: 4963.668945
	Iteration 15Q: 3 clusters Score -2797870 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -2797955.000000 Penalty: 4963.668945
	Iteration 16Q: 3 clusters Score -2797955 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -2798039.750000 Penalty: 4963.668945
	Iteration 17Q: 3 clusters Score -2798040 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -2798099.500000 Penalty: 4963.668945
	Iteration 18Q: 3 clusters Score -2798100 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -2798182.750000 Penalty: 4963.668945
	Iteration 19Q: 3 clusters Score -2798183 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -2798224.500000 Penalty: 4963.668945
	Iteration 20F: 3 clusters Score -2798224 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -2798285.000000 Penalty: 4963.668945
	Iteration 21Q: 3 clusters Score -2798285 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -2798329.000000 Penalty: 4963.668945
	Iteration 22Q: 3 clusters Score -2798329 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -2798377.250000 Penalty: 4963.668945
	Iteration 23Q: 3 clusters Score -2798377 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -2798416.500000 Penalty: 4963.668945
	Iteration 24Q: 3 clusters Score -2798416 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -2798453.500000 Penalty: 4963.668945
	Iteration 25Q: 3 clusters Score -2798454 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -2798489.000000 Penalty: 4963.668945
	Iteration 26Q: 3 clusters Score -2798489 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -2798501.750000 Penalty: 4963.668945
	Iteration 27Q: 3 clusters Score -2798502 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -2798529.000000 Penalty: 4963.668945
	Iteration 28Q: 3 clusters Score -2798529 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -2798545.250000 Penalty: 4963.668945
	Iteration 29Q: 3 clusters Score -2798545 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -2798573.000000 Penalty: 4963.668945
	Iteration 30Q: 3 clusters Score -2798573 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -2798581.750000 Penalty: 4963.668945
	Iteration 31Q: 3 clusters Score -2798582 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -2798597.000000 Penalty: 4963.668945
	Iteration 32Q: 3 clusters Score -2798597 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -2798609.000000 Penalty: 4963.668945
	Iteration 33Q: 3 clusters Score -2798609 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 20240 members 
Entering Unmasked Estep 
Score: -2798622.500000 Penalty: 4963.668945
	Iteration 34Q: 3 clusters Score -2798622 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -2798637.000000 Penalty: 4963.668945
	Iteration 35Q: 3 clusters Score -2798637 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 20318 members 
Entering Unmasked Estep 
Score: -2798642.250000 Penalty: 4963.668945
	Iteration 36Q: 3 clusters Score -2798642 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -2798645.500000 Penalty: 4963.668945
	Iteration 37Q: 3 clusters Score -2798646 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 20375 members 
Entering Unmasked Estep 
Score: -2798652.500000 Penalty: 4963.668945
	Iteration 38Q: 3 clusters Score -2798652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -2798658.500000 Penalty: 4963.668945
	Iteration 39Q: 3 clusters Score -2798658 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -2798662.000000 Penalty: 4963.668945
	Iteration 40F: 3 clusters Score -2798662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -2798663.000000 Penalty: 4963.668945
	Iteration 41Q: 3 clusters Score -2798663 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -2798677.750000 Penalty: 4963.668945
	Iteration 42Q: 3 clusters Score -2798678 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -2798682.500000 Penalty: 4963.668945
	Iteration 43Q: 3 clusters Score -2798682 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -2798690.500000 Penalty: 4963.668945
	Iteration 44Q: 3 clusters Score -2798690 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -2798695.000000 Penalty: 4963.668945
	Iteration 45Q: 3 clusters Score -2798695 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -2798706.250000 Penalty: 4963.668945
	Iteration 46Q: 3 clusters Score -2798706 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -2798718.000000 Penalty: 4963.668945
	Iteration 47Q: 3 clusters Score -2798718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -2798717.000000 Penalty: 4963.668945
	Iteration 48Q: 3 clusters Score -2798717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -2798720.250000 Penalty: 4963.668945
	Iteration 49Q: 3 clusters Score -2798720 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -2798724.250000 Penalty: 4963.668945
	Iteration 50Q: 3 clusters Score -2798724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -2798730.750000 Penalty: 4963.668945
	Iteration 51Q: 3 clusters Score -2798731 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 20632 members 
Entering Unmasked Estep 
Score: -2798735.750000 Penalty: 4963.668945
	Iteration 52Q: 3 clusters Score -2798736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -2798736.500000 Penalty: 4963.668945
	Iteration 53Q: 3 clusters Score -2798736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -2798739.500000 Penalty: 4963.668945
	Iteration 54Q: 3 clusters Score -2798740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -2798746.500000 Penalty: 4963.668945
	Iteration 55Q: 3 clusters Score -2798746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -2798744.000000 Penalty: 4963.668945
	Iteration 56Q: 3 clusters Score -2798744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -2798748.750000 Penalty: 4963.668945
	Iteration 57Q: 3 clusters Score -2798749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -2798749.250000 Penalty: 4963.668945
	Iteration 58Q: 3 clusters Score -2798749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -2798744.500000 Penalty: 4963.668945
	Iteration 59Q: 3 clusters Score -2798744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -2798747.500000 Penalty: 4963.668945
	Iteration 60F: 3 clusters Score -2798748 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -2798749.250000 Penalty: 4963.668945
	Iteration 61Q: 3 clusters Score -2798749 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -2798758.000000 Penalty: 4963.668945
	Iteration 62Q: 3 clusters Score -2798758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -2798763.250000 Penalty: 4963.668945
	Iteration 63Q: 3 clusters Score -2798763 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -2798769.250000 Penalty: 4963.668945
	Iteration 64Q: 3 clusters Score -2798769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -2798781.500000 Penalty: 4963.668945
	Iteration 65Q: 3 clusters Score -2798782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -2798784.750000 Penalty: 4963.668945
	Iteration 66Q: 3 clusters Score -2798785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -2798785.000000 Penalty: 4963.668945
	Iteration 67Q: 3 clusters Score -2798785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -2798796.750000 Penalty: 4963.668945
	Iteration 68Q: 3 clusters Score -2798797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -2798795.750000 Penalty: 4963.668945
	Iteration 69Q: 3 clusters Score -2798796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -2798802.250000 Penalty: 4963.668945
	Iteration 70Q: 3 clusters Score -2798802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -2798804.250000 Penalty: 4963.668945
	Iteration 71Q: 3 clusters Score -2798804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -2798812.500000 Penalty: 4963.668945
	Iteration 72Q: 3 clusters Score -2798812 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -2798816.250000 Penalty: 4963.668945
	Iteration 73Q: 3 clusters Score -2798816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -2798817.750000 Penalty: 4963.668945
	Iteration 74Q: 3 clusters Score -2798818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -2798820.750000 Penalty: 4963.668945
	Iteration 75Q: 3 clusters Score -2798821 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -2798827.750000 Penalty: 4963.668945
	Iteration 76Q: 3 clusters Score -2798828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -2798831.500000 Penalty: 4963.668945
	Iteration 77Q: 3 clusters Score -2798832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -2798834.750000 Penalty: 4963.668945
	Iteration 78Q: 3 clusters Score -2798835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -2798838.250000 Penalty: 4963.668945
	Iteration 79Q: 3 clusters Score -2798838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -2798836.250000 Penalty: 4963.668945
	Iteration 80F: 3 clusters Score -2798836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -2798838.000000 Penalty: 4963.668945
	Iteration 81Q: 3 clusters Score -2798838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -2798835.500000 Penalty: 4963.668945
	Iteration 82Q: 3 clusters Score -2798836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 20946 members 
Entering Unmasked Estep 
Score: -2798839.750000 Penalty: 4963.668945
	Iteration 83Q: 3 clusters Score -2798840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -2798843.000000 Penalty: 4963.668945
	Iteration 84Q: 3 clusters Score -2798843 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -2798842.000000 Penalty: 4963.668945
	Iteration 85Q: 3 clusters Score -2798842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -2798850.750000 Penalty: 4963.668945
	Iteration 86Q: 3 clusters Score -2798851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -2798857.750000 Penalty: 4963.668945
	Iteration 87Q: 3 clusters Score -2798858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -2798860.250000 Penalty: 4963.668945
	Iteration 88Q: 3 clusters Score -2798860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -2798864.750000 Penalty: 4963.668945
	Iteration 89Q: 3 clusters Score -2798865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -2798868.250000 Penalty: 4963.668945
	Iteration 90Q: 3 clusters Score -2798868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -2798873.000000 Penalty: 4963.668945
	Iteration 91Q: 3 clusters Score -2798873 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -2798881.500000 Penalty: 4963.668945
	Iteration 92Q: 3 clusters Score -2798882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -2798885.000000 Penalty: 4963.668945
	Iteration 93Q: 3 clusters Score -2798885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -2798892.500000 Penalty: 4963.668945
	Iteration 94Q: 3 clusters Score -2798892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -2798889.250000 Penalty: 4963.668945
	Iteration 95Q: 3 clusters Score -2798889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -2798889.750000 Penalty: 4963.668945
	Iteration 96Q: 3 clusters Score -2798890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -2798891.500000 Penalty: 4963.668945
	Iteration 97Q: 3 clusters Score -2798892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -2798892.750000 Penalty: 4963.668945
	Iteration 98Q: 3 clusters Score -2798893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -2798891.750000 Penalty: 4963.668945
	Iteration 99Q: 3 clusters Score -2798892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -2798891.750000 Penalty: 4963.668945
	Iteration 100F: 3 clusters Score -2798892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47267 members 
Entering Unmasked Estep 
Score: -5960405.500000 Penalty: 2669.364746
	Iteration 0F: 2 clusters Score -5960406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -5928631.000000 Penalty: 5338.729492
	Iteration 0F: 3 clusters Score -5928631 nChanged 21753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -5940486.500000 Penalty: 5338.729492
	Iteration 1F: 3 clusters Score -5940486 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22350 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -5940963.000000 Penalty: 5338.729492
	Iteration 2Q: 3 clusters Score -5940963 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -5941426.500000 Penalty: 5338.729492
	Iteration 3Q: 3 clusters Score -5941426 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 26144 members 
Entering Unmasked Estep 
Score: -5941914.500000 Penalty: 5338.729492
	Iteration 4Q: 3 clusters Score -5941914 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -5942512.000000 Penalty: 5338.729492
	Iteration 5Q: 3 clusters Score -5942512 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -5943368.500000 Penalty: 5338.729492
	Iteration 6Q: 3 clusters Score -5943368 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -5944530.500000 Penalty: 5338.729492
	Iteration 7Q: 3 clusters Score -5944530 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -5946396.000000 Penalty: 5338.729492
	Iteration 8F: 3 clusters Score -5946396 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -5948752.500000 Penalty: 5338.729492
	Iteration 9F: 3 clusters Score -5948752 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -5951609.000000 Penalty: 5338.729492
	Iteration 10F: 3 clusters Score -5951609 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 42550 members 
Entering Unmasked Estep 
Score: -5954253.500000 Penalty: 5338.729492
	Iteration 11F: 3 clusters Score -5954254 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 44612 members 
Entering Unmasked Estep 
Score: -5956064.500000 Penalty: 5338.729492
	Iteration 12Q: 3 clusters Score -5956064 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 45780 members 
Entering Unmasked Estep 
Score: -5957064.000000 Penalty: 5338.729492
	Iteration 13Q: 3 clusters Score -5957064 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 46301 members 
Entering Unmasked Estep 
Score: -5957537.000000 Penalty: 5338.729492
	Iteration 14Q: 3 clusters Score -5957537 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 46545 members 
Entering Unmasked Estep 
Score: -5957780.000000 Penalty: 5338.729492
	Iteration 15Q: 3 clusters Score -5957780 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 46669 members 
Entering Unmasked Estep 
Score: -5957895.000000 Penalty: 5338.729492
	Iteration 16Q: 3 clusters Score -5957895 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 46736 members 
Entering Unmasked Estep 
Score: -5957980.000000 Penalty: 5338.729492
	Iteration 17Q: 3 clusters Score -5957980 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 46786 members 
Entering Unmasked Estep 
Score: -5958025.500000 Penalty: 5338.729492
	Iteration 18Q: 3 clusters Score -5958026 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 46821 members 
Entering Unmasked Estep 
Score: -5958059.500000 Penalty: 5338.729492
	Iteration 19Q: 3 clusters Score -5958060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 46844 members 
Entering Unmasked Estep 
Score: -5958091.500000 Penalty: 5338.729492
	Iteration 20F: 3 clusters Score -5958092 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 46858 members 
Entering Unmasked Estep 
Score: -5958101.500000 Penalty: 5338.729492
	Iteration 21Q: 3 clusters Score -5958102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 46873 members 
Entering Unmasked Estep 
Score: -5958126.500000 Penalty: 5338.729492
	Iteration 22Q: 3 clusters Score -5958126 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 46886 members 
Entering Unmasked Estep 
Score: -5958137.000000 Penalty: 5338.729492
	Iteration 23Q: 3 clusters Score -5958137 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 46898 members 
Entering Unmasked Estep 
Score: -5958155.500000 Penalty: 5338.729492
	Iteration 24Q: 3 clusters Score -5958156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 46908 members 
Entering Unmasked Estep 
Score: -5958167.500000 Penalty: 5338.729492
	Iteration 25Q: 3 clusters Score -5958168 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 46914 members 
Entering Unmasked Estep 
Score: -5958171.500000 Penalty: 5338.729492
	Iteration 26Q: 3 clusters Score -5958172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 46920 members 
Entering Unmasked Estep 
Score: -5958182.500000 Penalty: 5338.729492
	Iteration 27Q: 3 clusters Score -5958182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 46922 members 
Entering Unmasked Estep 
Score: -5958188.000000 Penalty: 5338.729492
	Iteration 28Q: 3 clusters Score -5958188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 46923 members 
Entering Unmasked Estep 
Score: -5958194.500000 Penalty: 5338.729492
	Iteration 29Q: 3 clusters Score -5958194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 46927 members 
Entering Unmasked Estep 
Score: -5958196.500000 Penalty: 5338.729492
	Iteration 30Q: 3 clusters Score -5958196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 46930 members 
Entering Unmasked Estep 
Score: -5958206.000000 Penalty: 5338.729492
	Iteration 31Q: 3 clusters Score -5958206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 46933 members 
Entering Unmasked Estep 
Score: -5958209.500000 Penalty: 5338.729492
	Iteration 32Q: 3 clusters Score -5958210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 46935 members 
Entering Unmasked Estep 
Score: -5958209.500000 Penalty: 5338.729492
	Iteration 33Q: 3 clusters Score -5958210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 46937 members 
Entering Unmasked Estep 
Score: -5958216.000000 Penalty: 5338.729492
	Iteration 34Q: 3 clusters Score -5958216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 46937 members 
Entering Unmasked Estep 
Score: -5958216.000000 Penalty: 5338.729492
	Iteration 35F: 3 clusters Score -5958216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (237062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237062 members 
Entering Unmasked Estep 
Score: -29449728.000000 Penalty: 3069.267090
	Iteration 0F: 2 clusters Score -2.944973e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118871 members 
Mstep: Class 2 contains 118191 members 
Entering Unmasked Estep 
Score: -29299850.000000 Penalty: 6138.534180
	Iteration 0F: 3 clusters Score -2.929985e+07 nChanged 114590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125105 members 
Mstep: Class 2 contains 111957 members 
Entering Unmasked Estep 
Score: -29368414.000000 Penalty: 6138.534180
	Iteration 1F: 3 clusters Score -2.936841e+07 nChanged 6841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128624 members 
Mstep: Class 2 contains 108438 members 
Entering Unmasked Estep 
Score: -29369988.000000 Penalty: 6138.534180
	Iteration 2Q: 3 clusters Score -2.936999e+07 nChanged 7922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134260 members 
Mstep: Class 2 contains 102802 members 
Entering Unmasked Estep 
Score: -29372712.000000 Penalty: 6138.534180
	Iteration 3Q: 3 clusters Score -2.937271e+07 nChanged 9830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142778 members 
Mstep: Class 2 contains 94284 members 
Entering Unmasked Estep 
Score: -29376798.000000 Penalty: 6138.534180
	Iteration 4Q: 3 clusters Score -2.93768e+07 nChanged 13111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155321 members 
Mstep: Class 2 contains 81741 members 
Entering Unmasked Estep 
Score: -29384226.000000 Penalty: 6138.534180
	Iteration 5F: 3 clusters Score -2.938423e+07 nChanged 17239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172376 members 
Mstep: Class 2 contains 64686 members 
Entering Unmasked Estep 
Score: -29396176.000000 Penalty: 6138.534180
	Iteration 6F: 3 clusters Score -2.939618e+07 nChanged 20244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192484 members 
Mstep: Class 2 contains 44578 members 
Entering Unmasked Estep 
Score: -29413466.000000 Penalty: 6138.534180
	Iteration 7F: 3 clusters Score -2.941347e+07 nChanged 18801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211191 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -29429538.000000 Penalty: 6138.534180
	Iteration 8F: 3 clusters Score -2.942954e+07 nChanged 13027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224166 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -29439764.000000 Penalty: 6138.534180
	Iteration 9F: 3 clusters Score -2.943976e+07 nChanged 6648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230804 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -29444540.000000 Penalty: 6138.534180
	Iteration 10Q: 3 clusters Score -2.944454e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233749 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -29446416.000000 Penalty: 6138.534180
	Iteration 11Q: 3 clusters Score -2.944642e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234917 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -29447048.000000 Penalty: 6138.534180
	Iteration 12Q: 3 clusters Score -2.944705e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235397 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -29447450.000000 Penalty: 6138.534180
	Iteration 13Q: 3 clusters Score -2.944745e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235608 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -29447694.000000 Penalty: 6138.534180
	Iteration 14Q: 3 clusters Score -2.944769e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235720 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -29447810.000000 Penalty: 6138.534180
	Iteration 15Q: 3 clusters Score -2.944781e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235755 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -29447934.000000 Penalty: 6138.534180
	Iteration 16Q: 3 clusters Score -2.944793e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235770 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -29447988.000000 Penalty: 6138.534180
	Iteration 17Q: 3 clusters Score -2.944799e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235786 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -29448034.000000 Penalty: 6138.534180
	Iteration 18Q: 3 clusters Score -2.944803e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235785 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -29448074.000000 Penalty: 6138.534180
	Iteration 19Q: 3 clusters Score -2.944807e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235785 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -29448098.000000 Penalty: 6138.534180
	Iteration 20F: 3 clusters Score -2.94481e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235767 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -29448154.000000 Penalty: 6138.534180
	Iteration 21Q: 3 clusters Score -2.944815e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235764 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -29448192.000000 Penalty: 6138.534180
	Iteration 22Q: 3 clusters Score -2.944819e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235760 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -29448198.000000 Penalty: 6138.534180
	Iteration 23Q: 3 clusters Score -2.94482e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235747 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -29448248.000000 Penalty: 6138.534180
	Iteration 24Q: 3 clusters Score -2.944825e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235751 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -29448280.000000 Penalty: 6138.534180
	Iteration 25Q: 3 clusters Score -2.944828e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235745 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -29448280.000000 Penalty: 6138.534180
	Iteration 26Q: 3 clusters Score -2.944828e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235739 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -29448300.000000 Penalty: 6138.534180
	Iteration 27Q: 3 clusters Score -2.94483e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235736 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -29448310.000000 Penalty: 6138.534180
	Iteration 28Q: 3 clusters Score -2.944831e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235728 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -29448298.000000 Penalty: 6138.534180
	Iteration 29Q: 3 clusters Score -2.94483e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235722 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -29448300.000000 Penalty: 6138.534180
	Iteration 30Q: 3 clusters Score -2.94483e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235711 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -29448338.000000 Penalty: 6138.534180
	Iteration 31Q: 3 clusters Score -2.944834e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235694 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -29448348.000000 Penalty: 6138.534180
	Iteration 32Q: 3 clusters Score -2.944835e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235680 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -29448372.000000 Penalty: 6138.534180
	Iteration 33Q: 3 clusters Score -2.944837e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235666 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -29448370.000000 Penalty: 6138.534180
	Iteration 34Q: 3 clusters Score -2.944837e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235656 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -29448380.000000 Penalty: 6138.534180
	Iteration 35Q: 3 clusters Score -2.944838e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235642 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -29448416.000000 Penalty: 6138.534180
	Iteration 36Q: 3 clusters Score -2.944842e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235632 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -29448402.000000 Penalty: 6138.534180
	Iteration 37Q: 3 clusters Score -2.94484e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235614 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -29448402.000000 Penalty: 6138.534180
	Iteration 38Q: 3 clusters Score -2.94484e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235601 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -29448410.000000 Penalty: 6138.534180
	Iteration 39Q: 3 clusters Score -2.944841e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235582 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -29448408.000000 Penalty: 6138.534180
	Iteration 40F: 3 clusters Score -2.944841e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235565 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -29448426.000000 Penalty: 6138.534180
	Iteration 41Q: 3 clusters Score -2.944843e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235548 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -29448436.000000 Penalty: 6138.534180
	Iteration 42Q: 3 clusters Score -2.944844e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235535 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -29448450.000000 Penalty: 6138.534180
	Iteration 43Q: 3 clusters Score -2.944845e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235519 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -29448474.000000 Penalty: 6138.534180
	Iteration 44Q: 3 clusters Score -2.944847e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235508 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -29448490.000000 Penalty: 6138.534180
	Iteration 45Q: 3 clusters Score -2.944849e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235495 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -29448518.000000 Penalty: 6138.534180
	Iteration 46Q: 3 clusters Score -2.944852e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235483 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -29448528.000000 Penalty: 6138.534180
	Iteration 47Q: 3 clusters Score -2.944853e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235465 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -29448526.000000 Penalty: 6138.534180
	Iteration 48Q: 3 clusters Score -2.944853e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235464 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -29448542.000000 Penalty: 6138.534180
	Iteration 49Q: 3 clusters Score -2.944854e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235461 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -29448538.000000 Penalty: 6138.534180
	Iteration 50Q: 3 clusters Score -2.944854e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235450 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -29448526.000000 Penalty: 6138.534180
	Iteration 51Q: 3 clusters Score -2.944853e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235439 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -29448516.000000 Penalty: 6138.534180
	Iteration 52Q: 3 clusters Score -2.944852e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235430 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -29448530.000000 Penalty: 6138.534180
	Iteration 53Q: 3 clusters Score -2.944853e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235421 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -29448522.000000 Penalty: 6138.534180
	Iteration 54Q: 3 clusters Score -2.944852e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235416 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -29448526.000000 Penalty: 6138.534180
	Iteration 55Q: 3 clusters Score -2.944853e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235411 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -29448536.000000 Penalty: 6138.534180
	Iteration 56Q: 3 clusters Score -2.944854e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235408 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -29448528.000000 Penalty: 6138.534180
	Iteration 57Q: 3 clusters Score -2.944853e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235408 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -29448512.000000 Penalty: 6138.534180
	Iteration 58Q: 3 clusters Score -2.944851e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235400 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -29448528.000000 Penalty: 6138.534180
	Iteration 59Q: 3 clusters Score -2.944853e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235396 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -29448508.000000 Penalty: 6138.534180
	Iteration 60F: 3 clusters Score -2.944851e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235396 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -29448514.000000 Penalty: 6138.534180
	Iteration 61Q: 3 clusters Score -2.944851e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235395 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -29448498.000000 Penalty: 6138.534180
	Iteration 62Q: 3 clusters Score -2.94485e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235391 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -29448530.000000 Penalty: 6138.534180
	Iteration 63Q: 3 clusters Score -2.944853e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235389 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -29448544.000000 Penalty: 6138.534180
	Iteration 64Q: 3 clusters Score -2.944854e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235386 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -29448546.000000 Penalty: 6138.534180
	Iteration 65Q: 3 clusters Score -2.944855e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235381 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -29448552.000000 Penalty: 6138.534180
	Iteration 66Q: 3 clusters Score -2.944855e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235374 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -29448556.000000 Penalty: 6138.534180
	Iteration 67Q: 3 clusters Score -2.944856e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235371 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -29448552.000000 Penalty: 6138.534180
	Iteration 68Q: 3 clusters Score -2.944855e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235363 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -29448558.000000 Penalty: 6138.534180
	Iteration 69Q: 3 clusters Score -2.944856e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235354 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -29448556.000000 Penalty: 6138.534180
	Iteration 70Q: 3 clusters Score -2.944856e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235348 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -29448566.000000 Penalty: 6138.534180
	Iteration 71Q: 3 clusters Score -2.944857e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235345 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -29448548.000000 Penalty: 6138.534180
	Iteration 72Q: 3 clusters Score -2.944855e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235337 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -29448550.000000 Penalty: 6138.534180
	Iteration 73Q: 3 clusters Score -2.944855e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235330 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -29448568.000000 Penalty: 6138.534180
	Iteration 74Q: 3 clusters Score -2.944857e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235325 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -29448588.000000 Penalty: 6138.534180
	Iteration 75Q: 3 clusters Score -2.944859e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235323 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -29448580.000000 Penalty: 6138.534180
	Iteration 76Q: 3 clusters Score -2.944858e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235322 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -29448602.000000 Penalty: 6138.534180
	Iteration 77Q: 3 clusters Score -2.94486e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235320 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -29448596.000000 Penalty: 6138.534180
	Iteration 78Q: 3 clusters Score -2.94486e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235316 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -29448586.000000 Penalty: 6138.534180
	Iteration 79Q: 3 clusters Score -2.944859e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235306 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -29448592.000000 Penalty: 6138.534180
	Iteration 80F: 3 clusters Score -2.944859e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235298 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -29448600.000000 Penalty: 6138.534180
	Iteration 81Q: 3 clusters Score -2.94486e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235287 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -29448622.000000 Penalty: 6138.534180
	Iteration 82Q: 3 clusters Score -2.944862e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235280 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -29448588.000000 Penalty: 6138.534180
	Iteration 83Q: 3 clusters Score -2.944859e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235267 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -29448598.000000 Penalty: 6138.534180
	Iteration 84Q: 3 clusters Score -2.94486e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235249 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -29448638.000000 Penalty: 6138.534180
	Iteration 85Q: 3 clusters Score -2.944864e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235237 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -29448636.000000 Penalty: 6138.534180
	Iteration 86Q: 3 clusters Score -2.944864e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235215 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -29448622.000000 Penalty: 6138.534180
	Iteration 87Q: 3 clusters Score -2.944862e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235206 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -29448660.000000 Penalty: 6138.534180
	Iteration 88Q: 3 clusters Score -2.944866e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235192 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -29448682.000000 Penalty: 6138.534180
	Iteration 89Q: 3 clusters Score -2.944868e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235170 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -29448690.000000 Penalty: 6138.534180
	Iteration 90Q: 3 clusters Score -2.944869e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235151 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -29448706.000000 Penalty: 6138.534180
	Iteration 91Q: 3 clusters Score -2.944871e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235134 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -29448718.000000 Penalty: 6138.534180
	Iteration 92Q: 3 clusters Score -2.944872e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235118 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -29448706.000000 Penalty: 6138.534180
	Iteration 93Q: 3 clusters Score -2.944871e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235096 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -29448732.000000 Penalty: 6138.534180
	Iteration 94Q: 3 clusters Score -2.944873e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235078 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -29448724.000000 Penalty: 6138.534180
	Iteration 95Q: 3 clusters Score -2.944872e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235061 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -29448754.000000 Penalty: 6138.534180
	Iteration 96Q: 3 clusters Score -2.944875e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235053 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -29448760.000000 Penalty: 6138.534180
	Iteration 97Q: 3 clusters Score -2.944876e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235046 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -29448768.000000 Penalty: 6138.534180
	Iteration 98Q: 3 clusters Score -2.944877e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235039 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -29448748.000000 Penalty: 6138.534180
	Iteration 99Q: 3 clusters Score -2.944875e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235024 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -29448766.000000 Penalty: 6138.534180
	Iteration 100F: 3 clusters Score -2.944877e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235009 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -29448726.000000 Penalty: 6138.534180
	Iteration 101Q: 3 clusters Score -2.944873e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234995 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -29448748.000000 Penalty: 6138.534180
	Iteration 102Q: 3 clusters Score -2.944875e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234979 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -29448762.000000 Penalty: 6138.534180
	Iteration 103Q: 3 clusters Score -2.944876e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234969 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -29448780.000000 Penalty: 6138.534180
	Iteration 104Q: 3 clusters Score -2.944878e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234956 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -29448790.000000 Penalty: 6138.534180
	Iteration 105Q: 3 clusters Score -2.944879e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234944 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -29448738.000000 Penalty: 6138.534180
	Iteration 106Q: 3 clusters Score -2.944874e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234932 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -29448782.000000 Penalty: 6138.534180
	Iteration 107Q: 3 clusters Score -2.944878e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234915 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -29448780.000000 Penalty: 6138.534180
	Iteration 108Q: 3 clusters Score -2.944878e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234897 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -29448794.000000 Penalty: 6138.534180
	Iteration 109Q: 3 clusters Score -2.944879e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234879 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -29448786.000000 Penalty: 6138.534180
	Iteration 110Q: 3 clusters Score -2.944879e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234850 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -29448848.000000 Penalty: 6138.534180
	Iteration 111Q: 3 clusters Score -2.944885e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234827 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -29448870.000000 Penalty: 6138.534180
	Iteration 112Q: 3 clusters Score -2.944887e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234800 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -29448880.000000 Penalty: 6138.534180
	Iteration 113Q: 3 clusters Score -2.944888e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234772 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -29448890.000000 Penalty: 6138.534180
	Iteration 114Q: 3 clusters Score -2.944889e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234751 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -29448906.000000 Penalty: 6138.534180
	Iteration 115Q: 3 clusters Score -2.944891e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234733 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -29448938.000000 Penalty: 6138.534180
	Iteration 116Q: 3 clusters Score -2.944894e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234714 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -29448966.000000 Penalty: 6138.534180
	Iteration 117Q: 3 clusters Score -2.944897e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234701 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -29448942.000000 Penalty: 6138.534180
	Iteration 118Q: 3 clusters Score -2.944894e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234687 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -29448940.000000 Penalty: 6138.534180
	Iteration 119Q: 3 clusters Score -2.944894e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234670 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -29448940.000000 Penalty: 6138.534180
	Iteration 120F: 3 clusters Score -2.944894e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234653 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -29448940.000000 Penalty: 6138.534180
	Iteration 121Q: 3 clusters Score -2.944894e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234644 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -29448954.000000 Penalty: 6138.534180
	Iteration 122Q: 3 clusters Score -2.944895e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234637 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -29448962.000000 Penalty: 6138.534180
	Iteration 123Q: 3 clusters Score -2.944896e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234626 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -29448958.000000 Penalty: 6138.534180
	Iteration 124Q: 3 clusters Score -2.944896e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234616 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -29448980.000000 Penalty: 6138.534180
	Iteration 125Q: 3 clusters Score -2.944898e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234607 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -29448974.000000 Penalty: 6138.534180
	Iteration 126Q: 3 clusters Score -2.944897e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234590 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -29448984.000000 Penalty: 6138.534180
	Iteration 127Q: 3 clusters Score -2.944898e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234568 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -29449008.000000 Penalty: 6138.534180
	Iteration 128Q: 3 clusters Score -2.944901e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234547 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -29449004.000000 Penalty: 6138.534180
	Iteration 129Q: 3 clusters Score -2.9449e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234518 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -29449022.000000 Penalty: 6138.534180
	Iteration 130Q: 3 clusters Score -2.944902e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234491 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -29448996.000000 Penalty: 6138.534180
	Iteration 131Q: 3 clusters Score -2.9449e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234465 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -29448996.000000 Penalty: 6138.534180
	Iteration 132Q: 3 clusters Score -2.9449e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234454 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -29449028.000000 Penalty: 6138.534180
	Iteration 133Q: 3 clusters Score -2.944903e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234439 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -29449030.000000 Penalty: 6138.534180
	Iteration 134Q: 3 clusters Score -2.944903e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234424 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -29449022.000000 Penalty: 6138.534180
	Iteration 135Q: 3 clusters Score -2.944902e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234416 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -29449018.000000 Penalty: 6138.534180
	Iteration 136Q: 3 clusters Score -2.944902e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234405 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -29448994.000000 Penalty: 6138.534180
	Iteration 137Q: 3 clusters Score -2.944899e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234407 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -29449008.000000 Penalty: 6138.534180
	Iteration 138Q: 3 clusters Score -2.944901e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234397 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -29449020.000000 Penalty: 6138.534180
	Iteration 139Q: 3 clusters Score -2.944902e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234381 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -29449018.000000 Penalty: 6138.534180
	Iteration 140F: 3 clusters Score -2.944902e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234365 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -29449006.000000 Penalty: 6138.534180
	Iteration 141Q: 3 clusters Score -2.944901e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234356 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -29449024.000000 Penalty: 6138.534180
	Iteration 142Q: 3 clusters Score -2.944902e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234349 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -29449046.000000 Penalty: 6138.534180
	Iteration 143Q: 3 clusters Score -2.944905e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234346 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -29449038.000000 Penalty: 6138.534180
	Iteration 144Q: 3 clusters Score -2.944904e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234344 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -29449050.000000 Penalty: 6138.534180
	Iteration 145Q: 3 clusters Score -2.944905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234343 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -29449040.000000 Penalty: 6138.534180
	Iteration 146Q: 3 clusters Score -2.944904e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234341 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -29449050.000000 Penalty: 6138.534180
	Iteration 147Q: 3 clusters Score -2.944905e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234336 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -29449054.000000 Penalty: 6138.534180
	Iteration 148Q: 3 clusters Score -2.944905e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234330 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -29449048.000000 Penalty: 6138.534180
	Iteration 149Q: 3 clusters Score -2.944905e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234320 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -29449044.000000 Penalty: 6138.534180
	Iteration 150Q: 3 clusters Score -2.944904e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234310 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -29449066.000000 Penalty: 6138.534180
	Iteration 151Q: 3 clusters Score -2.944907e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234303 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -29449064.000000 Penalty: 6138.534180
	Iteration 152Q: 3 clusters Score -2.944906e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234293 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -29449072.000000 Penalty: 6138.534180
	Iteration 153Q: 3 clusters Score -2.944907e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234285 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -29449084.000000 Penalty: 6138.534180
	Iteration 154Q: 3 clusters Score -2.944908e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234274 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -29449094.000000 Penalty: 6138.534180
	Iteration 155Q: 3 clusters Score -2.944909e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234257 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -29449088.000000 Penalty: 6138.534180
	Iteration 156Q: 3 clusters Score -2.944909e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234248 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -29449116.000000 Penalty: 6138.534180
	Iteration 157Q: 3 clusters Score -2.944912e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234243 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -29449106.000000 Penalty: 6138.534180
	Iteration 158Q: 3 clusters Score -2.944911e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234237 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -29449106.000000 Penalty: 6138.534180
	Iteration 159Q: 3 clusters Score -2.944911e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234230 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -29449120.000000 Penalty: 6138.534180
	Iteration 160F: 3 clusters Score -2.944912e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234227 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -29449130.000000 Penalty: 6138.534180
	Iteration 161Q: 3 clusters Score -2.944913e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234221 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -29449114.000000 Penalty: 6138.534180
	Iteration 162Q: 3 clusters Score -2.944911e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234212 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -29449128.000000 Penalty: 6138.534180
	Iteration 163Q: 3 clusters Score -2.944913e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234210 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -29449126.000000 Penalty: 6138.534180
	Iteration 164Q: 3 clusters Score -2.944913e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234207 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -29449130.000000 Penalty: 6138.534180
	Iteration 165Q: 3 clusters Score -2.944913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234205 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -29449126.000000 Penalty: 6138.534180
	Iteration 166Q: 3 clusters Score -2.944913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234204 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -29449128.000000 Penalty: 6138.534180
	Iteration 167Q: 3 clusters Score -2.944913e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234203 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -29449134.000000 Penalty: 6138.534180
	Iteration 168Q: 3 clusters Score -2.944913e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234203 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -29449134.000000 Penalty: 6138.534180
	Iteration 169F: 3 clusters Score -2.944913e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Entering Unmasked Estep 
Score: -1735305.875000 Penalty: 2366.312988
	Iteration 0F: 2 clusters Score -1735306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1725123.625000 Penalty: 4732.625977
	Iteration 0F: 3 clusters Score -1725124 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1728392.500000 Penalty: 4732.625977
	Iteration 1F: 3 clusters Score -1728392 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1728760.500000 Penalty: 4732.625977
	Iteration 2F: 3 clusters Score -1728760 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1729051.625000 Penalty: 4732.625977
	Iteration 3Q: 3 clusters Score -1729052 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1729288.375000 Penalty: 4732.625977
	Iteration 4Q: 3 clusters Score -1729288 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1729483.875000 Penalty: 4732.625977
	Iteration 5Q: 3 clusters Score -1729484 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1729680.500000 Penalty: 4732.625977
	Iteration 6Q: 3 clusters Score -1729680 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1729882.250000 Penalty: 4732.625977
	Iteration 7Q: 3 clusters Score -1729882 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1730132.250000 Penalty: 4732.625977
	Iteration 8Q: 3 clusters Score -1730132 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1730344.000000 Penalty: 4732.625977
	Iteration 9Q: 3 clusters Score -1730344 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1730552.250000 Penalty: 4732.625977
	Iteration 10Q: 3 clusters Score -1730552 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -1730765.375000 Penalty: 4732.625977
	Iteration 11Q: 3 clusters Score -1730765 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1730960.125000 Penalty: 4732.625977
	Iteration 12Q: 3 clusters Score -1730960 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1731149.375000 Penalty: 4732.625977
	Iteration 13Q: 3 clusters Score -1731149 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1731313.125000 Penalty: 4732.625977
	Iteration 14Q: 3 clusters Score -1731313 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1731500.500000 Penalty: 4732.625977
	Iteration 15Q: 3 clusters Score -1731500 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1731681.250000 Penalty: 4732.625977
	Iteration 16Q: 3 clusters Score -1731681 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -1731843.500000 Penalty: 4732.625977
	Iteration 17Q: 3 clusters Score -1731844 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1732017.125000 Penalty: 4732.625977
	Iteration 18Q: 3 clusters Score -1732017 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1732185.625000 Penalty: 4732.625977
	Iteration 19Q: 3 clusters Score -1732186 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1732322.750000 Penalty: 4732.625977
	Iteration 20F: 3 clusters Score -1732323 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1732449.625000 Penalty: 4732.625977
	Iteration 21Q: 3 clusters Score -1732450 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1732592.625000 Penalty: 4732.625977
	Iteration 22Q: 3 clusters Score -1732593 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1732715.250000 Penalty: 4732.625977
	Iteration 23Q: 3 clusters Score -1732715 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1732811.000000 Penalty: 4732.625977
	Iteration 24Q: 3 clusters Score -1732811 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1732889.375000 Penalty: 4732.625977
	Iteration 25Q: 3 clusters Score -1732889 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1732945.750000 Penalty: 4732.625977
	Iteration 26Q: 3 clusters Score -1732946 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1732989.375000 Penalty: 4732.625977
	Iteration 27Q: 3 clusters Score -1732989 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1733034.250000 Penalty: 4732.625977
	Iteration 28Q: 3 clusters Score -1733034 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1733070.250000 Penalty: 4732.625977
	Iteration 29Q: 3 clusters Score -1733070 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1733104.000000 Penalty: 4732.625977
	Iteration 30Q: 3 clusters Score -1733104 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1733127.500000 Penalty: 4732.625977
	Iteration 31Q: 3 clusters Score -1733128 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1733155.875000 Penalty: 4732.625977
	Iteration 32Q: 3 clusters Score -1733156 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1733181.375000 Penalty: 4732.625977
	Iteration 33Q: 3 clusters Score -1733181 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -1733207.750000 Penalty: 4732.625977
	Iteration 34Q: 3 clusters Score -1733208 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1733224.250000 Penalty: 4732.625977
	Iteration 35Q: 3 clusters Score -1733224 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1733241.125000 Penalty: 4732.625977
	Iteration 36Q: 3 clusters Score -1733241 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1733250.250000 Penalty: 4732.625977
	Iteration 37Q: 3 clusters Score -1733250 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1733263.250000 Penalty: 4732.625977
	Iteration 38Q: 3 clusters Score -1733263 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1733277.125000 Penalty: 4732.625977
	Iteration 39Q: 3 clusters Score -1733277 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1733313.375000 Penalty: 4732.625977
	Iteration 40F: 3 clusters Score -1733313 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1733335.625000 Penalty: 4732.625977
	Iteration 41Q: 3 clusters Score -1733336 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1733348.875000 Penalty: 4732.625977
	Iteration 42Q: 3 clusters Score -1733349 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1733363.125000 Penalty: 4732.625977
	Iteration 43Q: 3 clusters Score -1733363 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1733376.375000 Penalty: 4732.625977
	Iteration 44Q: 3 clusters Score -1733376 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1733390.125000 Penalty: 4732.625977
	Iteration 45Q: 3 clusters Score -1733390 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1733400.625000 Penalty: 4732.625977
	Iteration 46Q: 3 clusters Score -1733401 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1733411.875000 Penalty: 4732.625977
	Iteration 47Q: 3 clusters Score -1733412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1733419.500000 Penalty: 4732.625977
	Iteration 48Q: 3 clusters Score -1733420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1733426.875000 Penalty: 4732.625977
	Iteration 49Q: 3 clusters Score -1733427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1733432.250000 Penalty: 4732.625977
	Iteration 50Q: 3 clusters Score -1733432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1733435.375000 Penalty: 4732.625977
	Iteration 51Q: 3 clusters Score -1733435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1733443.500000 Penalty: 4732.625977
	Iteration 52Q: 3 clusters Score -1733444 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -1733446.500000 Penalty: 4732.625977
	Iteration 53Q: 3 clusters Score -1733446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1733447.000000 Penalty: 4732.625977
	Iteration 54Q: 3 clusters Score -1733447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1733449.875000 Penalty: 4732.625977
	Iteration 55Q: 3 clusters Score -1733450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1733453.000000 Penalty: 4732.625977
	Iteration 56Q: 3 clusters Score -1733453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1733455.000000 Penalty: 4732.625977
	Iteration 57Q: 3 clusters Score -1733455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1733458.875000 Penalty: 4732.625977
	Iteration 58Q: 3 clusters Score -1733459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1733459.125000 Penalty: 4732.625977
	Iteration 59Q: 3 clusters Score -1733459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1733459.125000 Penalty: 4732.625977
	Iteration 60F: 3 clusters Score -1733459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Entering Unmasked Estep 
Score: -831966.875000 Penalty: 2179.835693
	Iteration 0F: 2 clusters Score -831966.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -826465.000000 Penalty: 4359.671387
	Iteration 0F: 3 clusters Score -826465 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -827811.500000 Penalty: 4359.671387
	Iteration 1F: 3 clusters Score -827811.5 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -828049.687500 Penalty: 4359.671387
	Iteration 2F: 3 clusters Score -828049.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -828194.687500 Penalty: 4359.671387
	Iteration 3Q: 3 clusters Score -828194.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -828301.250000 Penalty: 4359.671387
	Iteration 4Q: 3 clusters Score -828301.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -828376.125000 Penalty: 4359.671387
	Iteration 5Q: 3 clusters Score -828376.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -828435.562500 Penalty: 4359.671387
	Iteration 6Q: 3 clusters Score -828435.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -828487.437500 Penalty: 4359.671387
	Iteration 7Q: 3 clusters Score -828487.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -828524.687500 Penalty: 4359.671387
	Iteration 8Q: 3 clusters Score -828524.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -828547.562500 Penalty: 4359.671387
	Iteration 9Q: 3 clusters Score -828547.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -828563.562500 Penalty: 4359.671387
	Iteration 10Q: 3 clusters Score -828563.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -828581.500000 Penalty: 4359.671387
	Iteration 11Q: 3 clusters Score -828581.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -828599.437500 Penalty: 4359.671387
	Iteration 12Q: 3 clusters Score -828599.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -828621.312500 Penalty: 4359.671387
	Iteration 13Q: 3 clusters Score -828621.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -828638.562500 Penalty: 4359.671387
	Iteration 14Q: 3 clusters Score -828638.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -828661.875000 Penalty: 4359.671387
	Iteration 15Q: 3 clusters Score -828661.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -828684.625000 Penalty: 4359.671387
	Iteration 16Q: 3 clusters Score -828684.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -828710.750000 Penalty: 4359.671387
	Iteration 17Q: 3 clusters Score -828710.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -828731.937500 Penalty: 4359.671387
	Iteration 18Q: 3 clusters Score -828731.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -828757.000000 Penalty: 4359.671387
	Iteration 19Q: 3 clusters Score -828757 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -828782.562500 Penalty: 4359.671387
	Iteration 20F: 3 clusters Score -828782.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -828816.812500 Penalty: 4359.671387
	Iteration 21Q: 3 clusters Score -828816.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -828849.687500 Penalty: 4359.671387
	Iteration 22Q: 3 clusters Score -828849.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -828893.625000 Penalty: 4359.671387
	Iteration 23Q: 3 clusters Score -828893.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -828953.562500 Penalty: 4359.671387
	Iteration 24Q: 3 clusters Score -828953.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -829020.562500 Penalty: 4359.671387
	Iteration 25Q: 3 clusters Score -829020.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -829087.000000 Penalty: 4359.671387
	Iteration 26Q: 3 clusters Score -829087 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -829168.000000 Penalty: 4359.671387
	Iteration 27Q: 3 clusters Score -829168 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -829246.062500 Penalty: 4359.671387
	Iteration 28Q: 3 clusters Score -829246.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -829347.375000 Penalty: 4359.671387
	Iteration 29Q: 3 clusters Score -829347.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -829459.375000 Penalty: 4359.671387
	Iteration 30Q: 3 clusters Score -829459.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -829560.312500 Penalty: 4359.671387
	Iteration 31Q: 3 clusters Score -829560.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -829644.125000 Penalty: 4359.671387
	Iteration 32Q: 3 clusters Score -829644.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -829719.312500 Penalty: 4359.671387
	Iteration 33Q: 3 clusters Score -829719.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -829774.562500 Penalty: 4359.671387
	Iteration 34Q: 3 clusters Score -829774.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -829817.062500 Penalty: 4359.671387
	Iteration 35Q: 3 clusters Score -829817.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -829866.875000 Penalty: 4359.671387
	Iteration 36Q: 3 clusters Score -829866.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -829892.250000 Penalty: 4359.671387
	Iteration 37Q: 3 clusters Score -829892.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -829910.187500 Penalty: 4359.671387
	Iteration 38Q: 3 clusters Score -829910.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -829924.750000 Penalty: 4359.671387
	Iteration 39Q: 3 clusters Score -829924.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -829948.000000 Penalty: 4359.671387
	Iteration 40F: 3 clusters Score -829948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -829970.250000 Penalty: 4359.671387
	Iteration 41Q: 3 clusters Score -829970.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -829996.812500 Penalty: 4359.671387
	Iteration 42Q: 3 clusters Score -829996.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -830008.000000 Penalty: 4359.671387
	Iteration 43Q: 3 clusters Score -830008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -830014.812500 Penalty: 4359.671387
	Iteration 44Q: 3 clusters Score -830014.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -830015.875000 Penalty: 4359.671387
	Iteration 45Q: 3 clusters Score -830015.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -830023.312500 Penalty: 4359.671387
	Iteration 46Q: 3 clusters Score -830023.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -830028.625000 Penalty: 4359.671387
	Iteration 47Q: 3 clusters Score -830028.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -830034.000000 Penalty: 4359.671387
	Iteration 48Q: 3 clusters Score -830034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -830034.750000 Penalty: 4359.671387
	Iteration 49Q: 3 clusters Score -830034.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -830036.375000 Penalty: 4359.671387
	Iteration 50Q: 3 clusters Score -830036.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -830036.375000 Penalty: 4359.671387
	Iteration 51F: 3 clusters Score -830036.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Entering Unmasked Estep 
Score: -163896.328125 Penalty: 1798.509277
	Iteration 0F: 2 clusters Score -163896.3 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 683 members 
Entering Unmasked Estep 
Score: -161720.906250 Penalty: 3597.018555
	Iteration 0F: 3 clusters Score -161720.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -162234.265625 Penalty: 3597.018555
	Iteration 1F: 3 clusters Score -162234.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -162475.890625 Penalty: 3597.018555
	Iteration 2F: 3 clusters Score -162475.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -162686.406250 Penalty: 3597.018555
	Iteration 3F: 3 clusters Score -162686.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -162952.578125 Penalty: 3597.018555
	Iteration 4F: 3 clusters Score -162952.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -163282.218750 Penalty: 3597.018555
	Iteration 5F: 3 clusters Score -163282.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -163629.593750 Penalty: 3597.018555
	Iteration 6F: 3 clusters Score -163629.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -164183.453125 Penalty: 3597.018555
	Iteration 7F: 3 clusters Score -164183.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -164314.750000 Penalty: 3597.018555
	Iteration 8Q: 3 clusters Score -164314.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -164344.171875 Penalty: 3597.018555
	Iteration 9Q: 3 clusters Score -164344.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -164353.515625 Penalty: 3597.018555
	Iteration 10Q: 3 clusters Score -164353.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -164356.906250 Penalty: 3597.018555
	Iteration 11Q: 3 clusters Score -164356.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -164364.515625 Penalty: 3597.018555
	Iteration 12Q: 3 clusters Score -164364.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -164367.468750 Penalty: 3597.018555
	Iteration 13Q: 3 clusters Score -164367.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -164367.468750 Penalty: 3597.018555
	Iteration 14F: 3 clusters Score -164367.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 22190 members 
Mstep: Class 3 contains 47267 members 
Mstep: Class 4 contains 237062 members 
Mstep: Class 5 contains 13927 members 
Mstep: Class 6 contains 6566 members 
Mstep: Class 7 contains 427 members 
Mstep: Class 8 contains 58144 members 
Mstep: Class 9 contains 40563 members 
Mstep: Class 10 contains 22132 members 
Mstep: Class 11 contains 8940 members 
Mstep: Class 12 contains 17088 members 
Mstep: Class 13 contains 34949 members 
Mstep: Class 14 contains 2050 members 
Mstep: Class 15 contains 4474 members 
Mstep: Class 16 contains 1930 members 
Mstep: Class 17 contains 2652 members 
Mstep: Class 18 contains 212268 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19126 members 
Mstep: Class 21 contains 75076 members 
Mstep: Class 22 contains 984 members 
Mstep: Class 23 contains 22628 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
Score: -104759224.000000 Penalty: 81314.312500
Splitting cluster 7 changes total score from -104760320.000000 to -104759224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (58144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58144 members 
Entering Unmasked Estep 
Score: -7347459.500000 Penalty: 2720.728271
	Iteration 0F: 2 clusters Score -7347460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29230 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -7308354.500000 Penalty: 5441.456543
	Iteration 0F: 3 clusters Score -7308354 nChanged 26916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30920 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -7323698.500000 Penalty: 5441.456543
	Iteration 1F: 3 clusters Score -7323698 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 26321 members 
Entering Unmasked Estep 
Score: -7324425.000000 Penalty: 5441.456543
	Iteration 2Q: 3 clusters Score -7324425 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -7325239.000000 Penalty: 5441.456543
	Iteration 3Q: 3 clusters Score -7325239 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34842 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
Score: -7326317.000000 Penalty: 5441.456543
	Iteration 4Q: 3 clusters Score -7326317 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37237 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -7327885.500000 Penalty: 5441.456543
	Iteration 5F: 3 clusters Score -7327886 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40388 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -7330257.000000 Penalty: 5441.456543
	Iteration 6F: 3 clusters Score -7330257 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44167 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -7333357.500000 Penalty: 5441.456543
	Iteration 7F: 3 clusters Score -7333358 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48050 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -7336888.500000 Penalty: 5441.456543
	Iteration 8F: 3 clusters Score -7336888 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51275 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -7339734.500000 Penalty: 5441.456543
	Iteration 9F: 3 clusters Score -7339734 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53638 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -7341856.500000 Penalty: 5441.456543
	Iteration 10Q: 3 clusters Score -7341856 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55196 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -7343179.000000 Penalty: 5441.456543
	Iteration 11Q: 3 clusters Score -7343179 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56122 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -7343876.500000 Penalty: 5441.456543
	Iteration 12Q: 3 clusters Score -7343876 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56674 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -7344334.000000 Penalty: 5441.456543
	Iteration 13Q: 3 clusters Score -7344334 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57014 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -7344583.000000 Penalty: 5441.456543
	Iteration 14Q: 3 clusters Score -7344583 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57220 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -7344777.500000 Penalty: 5441.456543
	Iteration 15Q: 3 clusters Score -7344778 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57348 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -7344877.000000 Penalty: 5441.456543
	Iteration 16Q: 3 clusters Score -7344877 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57431 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -7344973.500000 Penalty: 5441.456543
	Iteration 17Q: 3 clusters Score -7344974 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57494 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -7345010.000000 Penalty: 5441.456543
	Iteration 18Q: 3 clusters Score -7345010 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57530 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -7345043.500000 Penalty: 5441.456543
	Iteration 19Q: 3 clusters Score -7345044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57548 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -7345042.500000 Penalty: 5441.456543
	Iteration 20F: 3 clusters Score -7345042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57551 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -7345049.500000 Penalty: 5441.456543
	Iteration 21Q: 3 clusters Score -7345050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57562 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -7345060.500000 Penalty: 5441.456543
	Iteration 22Q: 3 clusters Score -7345060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57573 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -7345072.000000 Penalty: 5441.456543
	Iteration 23Q: 3 clusters Score -7345072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57581 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -7345079.500000 Penalty: 5441.456543
	Iteration 24Q: 3 clusters Score -7345080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57588 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -7345074.500000 Penalty: 5441.456543
	Iteration 25Q: 3 clusters Score -7345074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57593 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -7345079.000000 Penalty: 5441.456543
	Iteration 26Q: 3 clusters Score -7345079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57598 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -7345091.000000 Penalty: 5441.456543
	Iteration 27Q: 3 clusters Score -7345091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57604 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -7345092.500000 Penalty: 5441.456543
	Iteration 28Q: 3 clusters Score -7345092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57616 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -7345100.000000 Penalty: 5441.456543
	Iteration 29Q: 3 clusters Score -7345100 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57624 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -7345113.500000 Penalty: 5441.456543
	Iteration 30Q: 3 clusters Score -7345114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57629 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -7345113.500000 Penalty: 5441.456543
	Iteration 31Q: 3 clusters Score -7345114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57634 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -7345118.500000 Penalty: 5441.456543
	Iteration 32Q: 3 clusters Score -7345118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57640 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -7345131.000000 Penalty: 5441.456543
	Iteration 33Q: 3 clusters Score -7345131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57648 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -7345123.500000 Penalty: 5441.456543
	Iteration 34Q: 3 clusters Score -7345124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57653 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -7345130.000000 Penalty: 5441.456543
	Iteration 35Q: 3 clusters Score -7345130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57658 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -7345131.500000 Penalty: 5441.456543
	Iteration 36Q: 3 clusters Score -7345132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57664 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -7345144.000000 Penalty: 5441.456543
	Iteration 37Q: 3 clusters Score -7345144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57671 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -7345142.500000 Penalty: 5441.456543
	Iteration 38Q: 3 clusters Score -7345142 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57677 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -7345151.500000 Penalty: 5441.456543
	Iteration 39Q: 3 clusters Score -7345152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57686 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -7345147.000000 Penalty: 5441.456543
	Iteration 40F: 3 clusters Score -7345147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57696 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -7345157.500000 Penalty: 5441.456543
	Iteration 41Q: 3 clusters Score -7345158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57699 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -7345162.000000 Penalty: 5441.456543
	Iteration 42Q: 3 clusters Score -7345162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57703 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -7345170.500000 Penalty: 5441.456543
	Iteration 43Q: 3 clusters Score -7345170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57705 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -7345169.000000 Penalty: 5441.456543
	Iteration 44Q: 3 clusters Score -7345169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57705 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -7345170.000000 Penalty: 5441.456543
	Iteration 45Q: 3 clusters Score -7345170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57705 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -7345170.000000 Penalty: 5441.456543
	Iteration 46F: 3 clusters Score -7345170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (40563 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Entering Unmasked Estep 
Score: -5123048.000000 Penalty: 2631.431641
	Iteration 0F: 2 clusters Score -5123048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -5095593.500000 Penalty: 5262.863281
	Iteration 0F: 3 clusters Score -5095594 nChanged 18531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -5105597.500000 Penalty: 5262.863281
	Iteration 1F: 3 clusters Score -5105598 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -5106024.500000 Penalty: 5262.863281
	Iteration 2Q: 3 clusters Score -5106024 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -5106447.500000 Penalty: 5262.863281
	Iteration 3Q: 3 clusters Score -5106448 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -5106872.000000 Penalty: 5262.863281
	Iteration 4Q: 3 clusters Score -5106872 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -5107399.500000 Penalty: 5262.863281
	Iteration 5Q: 3 clusters Score -5107400 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -5108104.500000 Penalty: 5262.863281
	Iteration 6Q: 3 clusters Score -5108104 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -5109107.500000 Penalty: 5262.863281
	Iteration 7Q: 3 clusters Score -5109108 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -5110637.000000 Penalty: 5262.863281
	Iteration 8F: 3 clusters Score -5110637 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31487 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -5112769.000000 Penalty: 5262.863281
	Iteration 9F: 3 clusters Score -5112769 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34246 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -5115290.000000 Penalty: 5262.863281
	Iteration 10F: 3 clusters Score -5115290 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36541 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -5117504.500000 Penalty: 5262.863281
	Iteration 11F: 3 clusters Score -5117504 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38042 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -5118932.500000 Penalty: 5262.863281
	Iteration 12Q: 3 clusters Score -5118932 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38887 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -5119692.000000 Penalty: 5262.863281
	Iteration 13Q: 3 clusters Score -5119692 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39350 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -5120124.500000 Penalty: 5262.863281
	Iteration 14Q: 3 clusters Score -5120124 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39627 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -5120371.000000 Penalty: 5262.863281
	Iteration 15Q: 3 clusters Score -5120371 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39771 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5120516.500000 Penalty: 5262.863281
	Iteration 16Q: 3 clusters Score -5120516 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39854 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -5120587.500000 Penalty: 5262.863281
	Iteration 17Q: 3 clusters Score -5120588 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39914 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -5120647.500000 Penalty: 5262.863281
	Iteration 18Q: 3 clusters Score -5120648 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -5120684.000000 Penalty: 5262.863281
	Iteration 19Q: 3 clusters Score -5120684 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39972 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -5120710.500000 Penalty: 5262.863281
	Iteration 20F: 3 clusters Score -5120710 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -5120727.500000 Penalty: 5262.863281
	Iteration 21Q: 3 clusters Score -5120728 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40007 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5120742.500000 Penalty: 5262.863281
	Iteration 22Q: 3 clusters Score -5120742 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40024 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -5120760.500000 Penalty: 5262.863281
	Iteration 23Q: 3 clusters Score -5120760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40031 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -5120769.500000 Penalty: 5262.863281
	Iteration 24Q: 3 clusters Score -5120770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40044 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5120782.000000 Penalty: 5262.863281
	Iteration 25Q: 3 clusters Score -5120782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40050 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -5120791.000000 Penalty: 5262.863281
	Iteration 26Q: 3 clusters Score -5120791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -5120796.500000 Penalty: 5262.863281
	Iteration 27Q: 3 clusters Score -5120796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40061 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5120807.500000 Penalty: 5262.863281
	Iteration 28Q: 3 clusters Score -5120808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40071 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -5120809.500000 Penalty: 5262.863281
	Iteration 29Q: 3 clusters Score -5120810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -5120806.000000 Penalty: 5262.863281
	Iteration 30Q: 3 clusters Score -5120806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -5120816.500000 Penalty: 5262.863281
	Iteration 31Q: 3 clusters Score -5120816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -5120821.500000 Penalty: 5262.863281
	Iteration 32Q: 3 clusters Score -5120822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -5120818.500000 Penalty: 5262.863281
	Iteration 33Q: 3 clusters Score -5120818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40091 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5120824.500000 Penalty: 5262.863281
	Iteration 34Q: 3 clusters Score -5120824 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40094 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5120825.500000 Penalty: 5262.863281
	Iteration 35Q: 3 clusters Score -5120826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40095 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5120828.500000 Penalty: 5262.863281
	Iteration 36Q: 3 clusters Score -5120828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40097 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -5120832.000000 Penalty: 5262.863281
	Iteration 37Q: 3 clusters Score -5120832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40100 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -5120833.500000 Penalty: 5262.863281
	Iteration 38Q: 3 clusters Score -5120834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5120834.500000 Penalty: 5262.863281
	Iteration 39Q: 3 clusters Score -5120834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40103 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -5120835.000000 Penalty: 5262.863281
	Iteration 40F: 3 clusters Score -5120835 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40104 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -5120840.000000 Penalty: 5262.863281
	Iteration 41Q: 3 clusters Score -5120840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40105 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -5120842.500000 Penalty: 5262.863281
	Iteration 42Q: 3 clusters Score -5120842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -5120841.500000 Penalty: 5262.863281
	Iteration 43Q: 3 clusters Score -5120842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -5120843.500000 Penalty: 5262.863281
	Iteration 44Q: 3 clusters Score -5120844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -5120843.500000 Penalty: 5262.863281
	Iteration 45Q: 3 clusters Score -5120844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -5120849.500000 Penalty: 5262.863281
	Iteration 46Q: 3 clusters Score -5120850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -5120849.500000 Penalty: 5262.863281
	Iteration 47F: 3 clusters Score -5120850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Entering Unmasked Estep 
Score: -2665426.250000 Penalty: 2481.185303
	Iteration 0F: 2 clusters Score -2665426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -2650020.000000 Penalty: 4962.370605
	Iteration 0F: 3 clusters Score -2650020 nChanged 9730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -2655348.000000 Penalty: 4962.370605
	Iteration 1F: 3 clusters Score -2655348 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -2655802.250000 Penalty: 4962.370605
	Iteration 2F: 3 clusters Score -2655802 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -2656318.250000 Penalty: 4962.370605
	Iteration 3F: 3 clusters Score -2656318 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -2656908.000000 Penalty: 4962.370605
	Iteration 4F: 3 clusters Score -2656908 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -2657714.000000 Penalty: 4962.370605
	Iteration 5F: 3 clusters Score -2657714 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -2658726.500000 Penalty: 4962.370605
	Iteration 6F: 3 clusters Score -2658726 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -2659821.750000 Penalty: 4962.370605
	Iteration 7F: 3 clusters Score -2659822 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -2660856.750000 Penalty: 4962.370605
	Iteration 8F: 3 clusters Score -2660857 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2661748.250000 Penalty: 4962.370605
	Iteration 9Q: 3 clusters Score -2661748 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2662361.500000 Penalty: 4962.370605
	Iteration 10Q: 3 clusters Score -2662362 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2662774.000000 Penalty: 4962.370605
	Iteration 11Q: 3 clusters Score -2662774 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2663027.000000 Penalty: 4962.370605
	Iteration 12Q: 3 clusters Score -2663027 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2663171.000000 Penalty: 4962.370605
	Iteration 13Q: 3 clusters Score -2663171 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2663247.500000 Penalty: 4962.370605
	Iteration 14Q: 3 clusters Score -2663248 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2663295.250000 Penalty: 4962.370605
	Iteration 15Q: 3 clusters Score -2663295 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2663319.250000 Penalty: 4962.370605
	Iteration 16Q: 3 clusters Score -2663319 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2663338.250000 Penalty: 4962.370605
	Iteration 17Q: 3 clusters Score -2663338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2663347.000000 Penalty: 4962.370605
	Iteration 18Q: 3 clusters Score -2663347 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -2663357.750000 Penalty: 4962.370605
	Iteration 19Q: 3 clusters Score -2663358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2663364.500000 Penalty: 4962.370605
	Iteration 20F: 3 clusters Score -2663364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2663370.000000 Penalty: 4962.370605
	Iteration 21Q: 3 clusters Score -2663370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2663371.750000 Penalty: 4962.370605
	Iteration 22Q: 3 clusters Score -2663372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2663371.500000 Penalty: 4962.370605
	Iteration 23Q: 3 clusters Score -2663372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -2663373.250000 Penalty: 4962.370605
	Iteration 24Q: 3 clusters Score -2663373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2663372.250000 Penalty: 4962.370605
	Iteration 25Q: 3 clusters Score -2663372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2663373.250000 Penalty: 4962.370605
	Iteration 26Q: 3 clusters Score -2663373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21650 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2663373.250000 Penalty: 4962.370605
	Iteration 27F: 3 clusters Score -2663373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Entering Unmasked Estep 
Score: -1059141.375000 Penalty: 2256.375977
	Iteration 0F: 2 clusters Score -1059141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1052103.750000 Penalty: 4512.751953
	Iteration 0F: 3 clusters Score -1052104 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1054079.250000 Penalty: 4512.751953
	Iteration 1F: 3 clusters Score -1054079 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1054477.125000 Penalty: 4512.751953
	Iteration 2F: 3 clusters Score -1054477 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1054901.625000 Penalty: 4512.751953
	Iteration 3F: 3 clusters Score -1054902 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1055398.875000 Penalty: 4512.751953
	Iteration 4F: 3 clusters Score -1055399 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1055935.875000 Penalty: 4512.751953
	Iteration 5F: 3 clusters Score -1055936 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1056503.125000 Penalty: 4512.751953
	Iteration 6F: 3 clusters Score -1056503 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1056944.000000 Penalty: 4512.751953
	Iteration 7F: 3 clusters Score -1056944 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1057250.375000 Penalty: 4512.751953
	Iteration 8F: 3 clusters Score -1057250 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1057429.625000 Penalty: 4512.751953
	Iteration 9Q: 3 clusters Score -1057430 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1057536.875000 Penalty: 4512.751953
	Iteration 10Q: 3 clusters Score -1057537 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1057608.125000 Penalty: 4512.751953
	Iteration 11Q: 3 clusters Score -1057608 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1057666.375000 Penalty: 4512.751953
	Iteration 12Q: 3 clusters Score -1057666 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1057704.500000 Penalty: 4512.751953
	Iteration 13Q: 3 clusters Score -1057704 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1057724.625000 Penalty: 4512.751953
	Iteration 14Q: 3 clusters Score -1057725 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1057746.375000 Penalty: 4512.751953
	Iteration 15Q: 3 clusters Score -1057746 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1057763.625000 Penalty: 4512.751953
	Iteration 16Q: 3 clusters Score -1057764 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1057780.750000 Penalty: 4512.751953
	Iteration 17Q: 3 clusters Score -1057781 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1057795.250000 Penalty: 4512.751953
	Iteration 18Q: 3 clusters Score -1057795 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1057805.500000 Penalty: 4512.751953
	Iteration 19Q: 3 clusters Score -1057806 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1057815.500000 Penalty: 4512.751953
	Iteration 20F: 3 clusters Score -1057816 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1057823.250000 Penalty: 4512.751953
	Iteration 21Q: 3 clusters Score -1057823 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1057831.375000 Penalty: 4512.751953
	Iteration 22Q: 3 clusters Score -1057831 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1057839.250000 Penalty: 4512.751953
	Iteration 23Q: 3 clusters Score -1057839 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1057846.750000 Penalty: 4512.751953
	Iteration 24Q: 3 clusters Score -1057847 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1057859.375000 Penalty: 4512.751953
	Iteration 25Q: 3 clusters Score -1057859 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1057871.500000 Penalty: 4512.751953
	Iteration 26Q: 3 clusters Score -1057872 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1057881.125000 Penalty: 4512.751953
	Iteration 27Q: 3 clusters Score -1057881 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1057885.875000 Penalty: 4512.751953
	Iteration 28Q: 3 clusters Score -1057886 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1057897.500000 Penalty: 4512.751953
	Iteration 29Q: 3 clusters Score -1057898 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1057905.625000 Penalty: 4512.751953
	Iteration 30Q: 3 clusters Score -1057906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1057909.250000 Penalty: 4512.751953
	Iteration 31Q: 3 clusters Score -1057909 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -1057912.500000 Penalty: 4512.751953
	Iteration 32Q: 3 clusters Score -1057912 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1057914.625000 Penalty: 4512.751953
	Iteration 33Q: 3 clusters Score -1057915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -1057917.625000 Penalty: 4512.751953
	Iteration 34Q: 3 clusters Score -1057918 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1057919.875000 Penalty: 4512.751953
	Iteration 35Q: 3 clusters Score -1057920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1057925.625000 Penalty: 4512.751953
	Iteration 36Q: 3 clusters Score -1057926 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1057931.375000 Penalty: 4512.751953
	Iteration 37Q: 3 clusters Score -1057931 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1057934.125000 Penalty: 4512.751953
	Iteration 38Q: 3 clusters Score -1057934 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1057939.375000 Penalty: 4512.751953
	Iteration 39Q: 3 clusters Score -1057939 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1057940.625000 Penalty: 4512.751953
	Iteration 40F: 3 clusters Score -1057941 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1057942.750000 Penalty: 4512.751953
	Iteration 41Q: 3 clusters Score -1057943 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1057950.500000 Penalty: 4512.751953
	Iteration 42Q: 3 clusters Score -1057950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1057953.750000 Penalty: 4512.751953
	Iteration 43Q: 3 clusters Score -1057954 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1057964.125000 Penalty: 4512.751953
	Iteration 44Q: 3 clusters Score -1057964 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1057971.750000 Penalty: 4512.751953
	Iteration 45Q: 3 clusters Score -1057972 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1057977.125000 Penalty: 4512.751953
	Iteration 46Q: 3 clusters Score -1057977 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1057986.500000 Penalty: 4512.751953
	Iteration 47Q: 3 clusters Score -1057986 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1057993.375000 Penalty: 4512.751953
	Iteration 48Q: 3 clusters Score -1057993 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1058001.250000 Penalty: 4512.751953
	Iteration 49Q: 3 clusters Score -1058001 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1058006.875000 Penalty: 4512.751953
	Iteration 50Q: 3 clusters Score -1058007 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1058016.750000 Penalty: 4512.751953
	Iteration 51Q: 3 clusters Score -1058017 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1058019.750000 Penalty: 4512.751953
	Iteration 52Q: 3 clusters Score -1058020 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -1058027.250000 Penalty: 4512.751953
	Iteration 53Q: 3 clusters Score -1058027 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1058034.125000 Penalty: 4512.751953
	Iteration 54Q: 3 clusters Score -1058034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1058039.500000 Penalty: 4512.751953
	Iteration 55Q: 3 clusters Score -1058040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1058041.750000 Penalty: 4512.751953
	Iteration 56Q: 3 clusters Score -1058042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -1058046.875000 Penalty: 4512.751953
	Iteration 57Q: 3 clusters Score -1058047 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1058049.625000 Penalty: 4512.751953
	Iteration 58Q: 3 clusters Score -1058050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1058053.500000 Penalty: 4512.751953
	Iteration 59Q: 3 clusters Score -1058054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1058053.750000 Penalty: 4512.751953
	Iteration 60F: 3 clusters Score -1058054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1058055.125000 Penalty: 4512.751953
	Iteration 61Q: 3 clusters Score -1058055 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1058057.000000 Penalty: 4512.751953
	Iteration 62Q: 3 clusters Score -1058057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1058061.250000 Penalty: 4512.751953
	Iteration 63Q: 3 clusters Score -1058061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1058061.250000 Penalty: 4512.751953
	Iteration 64Q: 3 clusters Score -1058061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1058062.875000 Penalty: 4512.751953
	Iteration 65Q: 3 clusters Score -1058063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1058064.375000 Penalty: 4512.751953
	Iteration 66Q: 3 clusters Score -1058064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1058068.625000 Penalty: 4512.751953
	Iteration 67Q: 3 clusters Score -1058069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1058069.875000 Penalty: 4512.751953
	Iteration 68Q: 3 clusters Score -1058070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1058070.375000 Penalty: 4512.751953
	Iteration 69Q: 3 clusters Score -1058070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1058070.375000 Penalty: 4512.751953
	Iteration 70F: 3 clusters Score -1058070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Entering Unmasked Estep 
Score: -2163328.250000 Penalty: 2417.040771
	Iteration 0F: 2 clusters Score -2163328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -2151111.750000 Penalty: 4834.081543
	Iteration 0F: 3 clusters Score -2151112 nChanged 7404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -2155114.500000 Penalty: 4834.081543
	Iteration 1F: 3 clusters Score -2155114 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -2155426.000000 Penalty: 4834.081543
	Iteration 2F: 3 clusters Score -2155426 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -2155631.500000 Penalty: 4834.081543
	Iteration 3Q: 3 clusters Score -2155632 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -2155783.750000 Penalty: 4834.081543
	Iteration 4Q: 3 clusters Score -2155784 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -2155919.000000 Penalty: 4834.081543
	Iteration 5Q: 3 clusters Score -2155919 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -2156040.500000 Penalty: 4834.081543
	Iteration 6Q: 3 clusters Score -2156040 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -2156170.250000 Penalty: 4834.081543
	Iteration 7Q: 3 clusters Score -2156170 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -2156310.750000 Penalty: 4834.081543
	Iteration 8Q: 3 clusters Score -2156311 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -2156498.750000 Penalty: 4834.081543
	Iteration 9Q: 3 clusters Score -2156499 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -2156700.000000 Penalty: 4834.081543
	Iteration 10Q: 3 clusters Score -2156700 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -2156927.500000 Penalty: 4834.081543
	Iteration 11Q: 3 clusters Score -2156928 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -2157209.000000 Penalty: 4834.081543
	Iteration 12Q: 3 clusters Score -2157209 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -2157530.500000 Penalty: 4834.081543
	Iteration 13Q: 3 clusters Score -2157530 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -2157862.750000 Penalty: 4834.081543
	Iteration 14Q: 3 clusters Score -2157863 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -2158253.750000 Penalty: 4834.081543
	Iteration 15Q: 3 clusters Score -2158254 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -2158637.000000 Penalty: 4834.081543
	Iteration 16Q: 3 clusters Score -2158637 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -2158937.750000 Penalty: 4834.081543
	Iteration 17Q: 3 clusters Score -2158938 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -2159166.750000 Penalty: 4834.081543
	Iteration 18Q: 3 clusters Score -2159167 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -2159312.500000 Penalty: 4834.081543
	Iteration 19Q: 3 clusters Score -2159312 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -2159417.000000 Penalty: 4834.081543
	Iteration 20F: 3 clusters Score -2159417 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -2159495.750000 Penalty: 4834.081543
	Iteration 21Q: 3 clusters Score -2159496 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -2159556.750000 Penalty: 4834.081543
	Iteration 22Q: 3 clusters Score -2159557 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -2159608.000000 Penalty: 4834.081543
	Iteration 23Q: 3 clusters Score -2159608 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2159660.250000 Penalty: 4834.081543
	Iteration 24Q: 3 clusters Score -2159660 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -2159701.750000 Penalty: 4834.081543
	Iteration 25Q: 3 clusters Score -2159702 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -2159740.250000 Penalty: 4834.081543
	Iteration 26Q: 3 clusters Score -2159740 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -2159779.500000 Penalty: 4834.081543
	Iteration 27Q: 3 clusters Score -2159780 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -2159818.250000 Penalty: 4834.081543
	Iteration 28Q: 3 clusters Score -2159818 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -2159862.750000 Penalty: 4834.081543
	Iteration 29Q: 3 clusters Score -2159863 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -2159897.000000 Penalty: 4834.081543
	Iteration 30Q: 3 clusters Score -2159897 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -2159931.000000 Penalty: 4834.081543
	Iteration 31Q: 3 clusters Score -2159931 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -2159974.500000 Penalty: 4834.081543
	Iteration 32Q: 3 clusters Score -2159974 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -2160035.500000 Penalty: 4834.081543
	Iteration 33Q: 3 clusters Score -2160036 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -2160082.000000 Penalty: 4834.081543
	Iteration 34Q: 3 clusters Score -2160082 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -2160124.250000 Penalty: 4834.081543
	Iteration 35Q: 3 clusters Score -2160124 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -2160171.250000 Penalty: 4834.081543
	Iteration 36Q: 3 clusters Score -2160171 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -2160221.250000 Penalty: 4834.081543
	Iteration 37Q: 3 clusters Score -2160221 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -2160263.750000 Penalty: 4834.081543
	Iteration 38Q: 3 clusters Score -2160264 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -2160313.500000 Penalty: 4834.081543
	Iteration 39Q: 3 clusters Score -2160314 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -2160359.500000 Penalty: 4834.081543
	Iteration 40F: 3 clusters Score -2160360 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -2160403.250000 Penalty: 4834.081543
	Iteration 41Q: 3 clusters Score -2160403 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -2160441.500000 Penalty: 4834.081543
	Iteration 42Q: 3 clusters Score -2160442 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2160469.500000 Penalty: 4834.081543
	Iteration 43Q: 3 clusters Score -2160470 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -2160508.750000 Penalty: 4834.081543
	Iteration 44Q: 3 clusters Score -2160509 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -2160532.750000 Penalty: 4834.081543
	Iteration 45Q: 3 clusters Score -2160533 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -2160576.750000 Penalty: 4834.081543
	Iteration 46Q: 3 clusters Score -2160577 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -2160606.750000 Penalty: 4834.081543
	Iteration 47Q: 3 clusters Score -2160607 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -2160648.750000 Penalty: 4834.081543
	Iteration 48Q: 3 clusters Score -2160649 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -2160680.500000 Penalty: 4834.081543
	Iteration 49Q: 3 clusters Score -2160680 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 15330 members 
Entering Unmasked Estep 
Score: -2160699.250000 Penalty: 4834.081543
	Iteration 50Q: 3 clusters Score -2160699 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 15396 members 
Entering Unmasked Estep 
Score: -2160732.000000 Penalty: 4834.081543
	Iteration 51Q: 3 clusters Score -2160732 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -2160752.750000 Penalty: 4834.081543
	Iteration 52Q: 3 clusters Score -2160753 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
Score: -2160800.000000 Penalty: 4834.081543
	Iteration 53Q: 3 clusters Score -2160800 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -2160842.250000 Penalty: 4834.081543
	Iteration 54Q: 3 clusters Score -2160842 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -2160871.750000 Penalty: 4834.081543
	Iteration 55Q: 3 clusters Score -2160872 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -2160907.250000 Penalty: 4834.081543
	Iteration 56Q: 3 clusters Score -2160907 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 15814 members 
Entering Unmasked Estep 
Score: -2160941.250000 Penalty: 4834.081543
	Iteration 57Q: 3 clusters Score -2160941 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -2160962.000000 Penalty: 4834.081543
	Iteration 58Q: 3 clusters Score -2160962 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -2160978.000000 Penalty: 4834.081543
	Iteration 59Q: 3 clusters Score -2160978 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -2160995.750000 Penalty: 4834.081543
	Iteration 60F: 3 clusters Score -2160996 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -2161014.000000 Penalty: 4834.081543
	Iteration 61Q: 3 clusters Score -2161014 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -2161032.000000 Penalty: 4834.081543
	Iteration 62Q: 3 clusters Score -2161032 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -2161055.500000 Penalty: 4834.081543
	Iteration 63Q: 3 clusters Score -2161056 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -2161066.500000 Penalty: 4834.081543
	Iteration 64Q: 3 clusters Score -2161066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -2161077.500000 Penalty: 4834.081543
	Iteration 65Q: 3 clusters Score -2161078 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -2161087.500000 Penalty: 4834.081543
	Iteration 66Q: 3 clusters Score -2161088 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -2161105.250000 Penalty: 4834.081543
	Iteration 67Q: 3 clusters Score -2161105 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -2161114.500000 Penalty: 4834.081543
	Iteration 68Q: 3 clusters Score -2161114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -2161123.250000 Penalty: 4834.081543
	Iteration 69Q: 3 clusters Score -2161123 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -2161128.500000 Penalty: 4834.081543
	Iteration 70Q: 3 clusters Score -2161128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 16174 members 
Entering Unmasked Estep 
Score: -2161132.750000 Penalty: 4834.081543
	Iteration 71Q: 3 clusters Score -2161133 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -2161139.500000 Penalty: 4834.081543
	Iteration 72Q: 3 clusters Score -2161140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -2161147.250000 Penalty: 4834.081543
	Iteration 73Q: 3 clusters Score -2161147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -2161149.000000 Penalty: 4834.081543
	Iteration 74Q: 3 clusters Score -2161149 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -2161149.000000 Penalty: 4834.081543
	Iteration 75Q: 3 clusters Score -2161149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -2161151.000000 Penalty: 4834.081543
	Iteration 76Q: 3 clusters Score -2161151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -2161150.750000 Penalty: 4834.081543
	Iteration 77Q: 3 clusters Score -2161151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -2161150.500000 Penalty: 4834.081543
	Iteration 78Q: 3 clusters Score -2161150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -2161154.750000 Penalty: 4834.081543
	Iteration 79Q: 3 clusters Score -2161155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -2161153.000000 Penalty: 4834.081543
	Iteration 80F: 3 clusters Score -2161153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -2161152.000000 Penalty: 4834.081543
	Iteration 81Q: 3 clusters Score -2161152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -2161154.750000 Penalty: 4834.081543
	Iteration 82Q: 3 clusters Score -2161155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -2161154.000000 Penalty: 4834.081543
	Iteration 83Q: 3 clusters Score -2161154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -2161154.000000 Penalty: 4834.081543
	Iteration 84F: 3 clusters Score -2161154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34949 members 
Entering Unmasked Estep 
Score: -4385561.500000 Penalty: 2594.488037
	Iteration 0F: 2 clusters Score -4385562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17504 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -4361740.000000 Penalty: 5188.976074
	Iteration 0F: 3 clusters Score -4361740 nChanged 15828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -4370301.000000 Penalty: 5188.976074
	Iteration 1F: 3 clusters Score -4370301 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -4370860.000000 Penalty: 5188.976074
	Iteration 2Q: 3 clusters Score -4370860 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -4371451.000000 Penalty: 5188.976074
	Iteration 3Q: 3 clusters Score -4371451 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -4372176.000000 Penalty: 5188.976074
	Iteration 4Q: 3 clusters Score -4372176 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 13953 members 
Entering Unmasked Estep 
Score: -4373231.000000 Penalty: 5188.976074
	Iteration 5F: 3 clusters Score -4373231 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -4374600.000000 Penalty: 5188.976074
	Iteration 6F: 3 clusters Score -4374600 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -4376298.000000 Penalty: 5188.976074
	Iteration 7F: 3 clusters Score -4376298 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -4378092.000000 Penalty: 5188.976074
	Iteration 8F: 3 clusters Score -4378092 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -4379679.000000 Penalty: 5188.976074
	Iteration 9F: 3 clusters Score -4379679 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -4380914.000000 Penalty: 5188.976074
	Iteration 10Q: 3 clusters Score -4380914 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -4381731.500000 Penalty: 5188.976074
	Iteration 11Q: 3 clusters Score -4381732 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -4382192.500000 Penalty: 5188.976074
	Iteration 12Q: 3 clusters Score -4382192 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -4382445.500000 Penalty: 5188.976074
	Iteration 13Q: 3 clusters Score -4382446 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30816 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -4382603.000000 Penalty: 5188.976074
	Iteration 14Q: 3 clusters Score -4382603 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31124 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -4382770.500000 Penalty: 5188.976074
	Iteration 15Q: 3 clusters Score -4382770 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -4382882.000000 Penalty: 5188.976074
	Iteration 16Q: 3 clusters Score -4382882 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -4382981.500000 Penalty: 5188.976074
	Iteration 17Q: 3 clusters Score -4382982 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -4383055.500000 Penalty: 5188.976074
	Iteration 18Q: 3 clusters Score -4383056 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32045 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -4383133.500000 Penalty: 5188.976074
	Iteration 19Q: 3 clusters Score -4383134 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -4383190.000000 Penalty: 5188.976074
	Iteration 20F: 3 clusters Score -4383190 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -4383248.000000 Penalty: 5188.976074
	Iteration 21Q: 3 clusters Score -4383248 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32507 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -4383289.500000 Penalty: 5188.976074
	Iteration 22Q: 3 clusters Score -4383290 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32609 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -4383334.000000 Penalty: 5188.976074
	Iteration 23Q: 3 clusters Score -4383334 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32719 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -4383365.000000 Penalty: 5188.976074
	Iteration 24Q: 3 clusters Score -4383365 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -4383382.000000 Penalty: 5188.976074
	Iteration 25Q: 3 clusters Score -4383382 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32875 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -4383398.000000 Penalty: 5188.976074
	Iteration 26Q: 3 clusters Score -4383398 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32926 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -4383414.000000 Penalty: 5188.976074
	Iteration 27Q: 3 clusters Score -4383414 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -4383437.500000 Penalty: 5188.976074
	Iteration 28Q: 3 clusters Score -4383438 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -4383454.000000 Penalty: 5188.976074
	Iteration 29Q: 3 clusters Score -4383454 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33091 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -4383465.000000 Penalty: 5188.976074
	Iteration 30Q: 3 clusters Score -4383465 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33139 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -4383475.000000 Penalty: 5188.976074
	Iteration 31Q: 3 clusters Score -4383475 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33178 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -4383480.500000 Penalty: 5188.976074
	Iteration 32Q: 3 clusters Score -4383480 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -4383494.500000 Penalty: 5188.976074
	Iteration 33Q: 3 clusters Score -4383494 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33257 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4383507.500000 Penalty: 5188.976074
	Iteration 34Q: 3 clusters Score -4383508 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33293 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -4383519.500000 Penalty: 5188.976074
	Iteration 35Q: 3 clusters Score -4383520 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -4383527.000000 Penalty: 5188.976074
	Iteration 36Q: 3 clusters Score -4383527 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33343 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -4383538.500000 Penalty: 5188.976074
	Iteration 37Q: 3 clusters Score -4383538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -4383541.000000 Penalty: 5188.976074
	Iteration 38Q: 3 clusters Score -4383541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -4383550.500000 Penalty: 5188.976074
	Iteration 39Q: 3 clusters Score -4383550 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33389 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -4383553.000000 Penalty: 5188.976074
	Iteration 40F: 3 clusters Score -4383553 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33403 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -4383550.500000 Penalty: 5188.976074
	Iteration 41Q: 3 clusters Score -4383550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33414 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -4383548.000000 Penalty: 5188.976074
	Iteration 42Q: 3 clusters Score -4383548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33428 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -4383558.000000 Penalty: 5188.976074
	Iteration 43Q: 3 clusters Score -4383558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4383564.500000 Penalty: 5188.976074
	Iteration 44Q: 3 clusters Score -4383564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33454 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4383568.500000 Penalty: 5188.976074
	Iteration 45Q: 3 clusters Score -4383568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33469 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -4383576.000000 Penalty: 5188.976074
	Iteration 46Q: 3 clusters Score -4383576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33482 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4383573.500000 Penalty: 5188.976074
	Iteration 47Q: 3 clusters Score -4383574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -4383583.000000 Penalty: 5188.976074
	Iteration 48Q: 3 clusters Score -4383583 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33512 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -4383592.500000 Penalty: 5188.976074
	Iteration 49Q: 3 clusters Score -4383592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33528 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -4383604.000000 Penalty: 5188.976074
	Iteration 50Q: 3 clusters Score -4383604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -4383600.500000 Penalty: 5188.976074
	Iteration 51Q: 3 clusters Score -4383600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -4383608.000000 Penalty: 5188.976074
	Iteration 52Q: 3 clusters Score -4383608 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -4383609.500000 Penalty: 5188.976074
	Iteration 53Q: 3 clusters Score -4383610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33598 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -4383608.500000 Penalty: 5188.976074
	Iteration 54Q: 3 clusters Score -4383608 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33614 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -4383608.000000 Penalty: 5188.976074
	Iteration 55Q: 3 clusters Score -4383608 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33625 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -4383616.500000 Penalty: 5188.976074
	Iteration 56Q: 3 clusters Score -4383616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33635 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -4383624.000000 Penalty: 5188.976074
	Iteration 57Q: 3 clusters Score -4383624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -4383618.500000 Penalty: 5188.976074
	Iteration 58Q: 3 clusters Score -4383618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33655 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -4383620.500000 Penalty: 5188.976074
	Iteration 59Q: 3 clusters Score -4383620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -4383627.000000 Penalty: 5188.976074
	Iteration 60F: 3 clusters Score -4383627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33673 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -4383628.000000 Penalty: 5188.976074
	Iteration 61Q: 3 clusters Score -4383628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33685 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -4383636.000000 Penalty: 5188.976074
	Iteration 62Q: 3 clusters Score -4383636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -4383642.500000 Penalty: 5188.976074
	Iteration 63Q: 3 clusters Score -4383642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33708 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -4383640.500000 Penalty: 5188.976074
	Iteration 64Q: 3 clusters Score -4383640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33719 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4383649.500000 Penalty: 5188.976074
	Iteration 65Q: 3 clusters Score -4383650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33731 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -4383644.500000 Penalty: 5188.976074
	Iteration 66Q: 3 clusters Score -4383644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33740 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4383651.500000 Penalty: 5188.976074
	Iteration 67Q: 3 clusters Score -4383652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -4383662.000000 Penalty: 5188.976074
	Iteration 68Q: 3 clusters Score -4383662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33765 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -4383663.000000 Penalty: 5188.976074
	Iteration 69Q: 3 clusters Score -4383663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33770 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -4383665.000000 Penalty: 5188.976074
	Iteration 70Q: 3 clusters Score -4383665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -4383661.500000 Penalty: 5188.976074
	Iteration 71Q: 3 clusters Score -4383662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33779 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4383670.500000 Penalty: 5188.976074
	Iteration 72Q: 3 clusters Score -4383670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33786 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -4383665.000000 Penalty: 5188.976074
	Iteration 73Q: 3 clusters Score -4383665 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33795 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -4383671.000000 Penalty: 5188.976074
	Iteration 74Q: 3 clusters Score -4383671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33799 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4383668.500000 Penalty: 5188.976074
	Iteration 75Q: 3 clusters Score -4383668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -4383669.500000 Penalty: 5188.976074
	Iteration 76Q: 3 clusters Score -4383670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33807 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -4383673.500000 Penalty: 5188.976074
	Iteration 77Q: 3 clusters Score -4383674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -4383672.000000 Penalty: 5188.976074
	Iteration 78Q: 3 clusters Score -4383672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33813 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4383668.000000 Penalty: 5188.976074
	Iteration 79Q: 3 clusters Score -4383668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -4383676.000000 Penalty: 5188.976074
	Iteration 80F: 3 clusters Score -4383676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33817 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -4383677.000000 Penalty: 5188.976074
	Iteration 81Q: 3 clusters Score -4383677 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33819 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -4383678.000000 Penalty: 5188.976074
	Iteration 82Q: 3 clusters Score -4383678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -4383674.500000 Penalty: 5188.976074
	Iteration 83Q: 3 clusters Score -4383674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -4383678.000000 Penalty: 5188.976074
	Iteration 84Q: 3 clusters Score -4383678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -4383676.500000 Penalty: 5188.976074
	Iteration 85Q: 3 clusters Score -4383676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33832 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -4383680.500000 Penalty: 5188.976074
	Iteration 86Q: 3 clusters Score -4383680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -4383682.000000 Penalty: 5188.976074
	Iteration 87Q: 3 clusters Score -4383682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -4383681.000000 Penalty: 5188.976074
	Iteration 88Q: 3 clusters Score -4383681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -4383682.500000 Penalty: 5188.976074
	Iteration 89Q: 3 clusters Score -4383682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33844 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -4383682.500000 Penalty: 5188.976074
	Iteration 90Q: 3 clusters Score -4383682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33845 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -4383683.000000 Penalty: 5188.976074
	Iteration 91Q: 3 clusters Score -4383683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33845 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -4383683.000000 Penalty: 5188.976074
	Iteration 92F: 3 clusters Score -4383683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Entering Unmasked Estep 
Score: -245387.921875 Penalty: 1891.147583
	Iteration 0F: 2 clusters Score -245387.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -242714.453125 Penalty: 3782.295166
	Iteration 0F: 3 clusters Score -242714.5 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -243168.515625 Penalty: 3782.295166
	Iteration 1F: 3 clusters Score -243168.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -243295.421875 Penalty: 3782.295166
	Iteration 2F: 3 clusters Score -243295.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -243375.671875 Penalty: 3782.295166
	Iteration 3F: 3 clusters Score -243375.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -243420.750000 Penalty: 3782.295166
	Iteration 4Q: 3 clusters Score -243420.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -243455.578125 Penalty: 3782.295166
	Iteration 5Q: 3 clusters Score -243455.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -243485.078125 Penalty: 3782.295166
	Iteration 6Q: 3 clusters Score -243485.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -243514.546875 Penalty: 3782.295166
	Iteration 7Q: 3 clusters Score -243514.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -243536.484375 Penalty: 3782.295166
	Iteration 8Q: 3 clusters Score -243536.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -243551.000000 Penalty: 3782.295166
	Iteration 9Q: 3 clusters Score -243551 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -243568.250000 Penalty: 3782.295166
	Iteration 10Q: 3 clusters Score -243568.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -243580.812500 Penalty: 3782.295166
	Iteration 11Q: 3 clusters Score -243580.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -243590.437500 Penalty: 3782.295166
	Iteration 12Q: 3 clusters Score -243590.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -243600.359375 Penalty: 3782.295166
	Iteration 13Q: 3 clusters Score -243600.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -243607.296875 Penalty: 3782.295166
	Iteration 14Q: 3 clusters Score -243607.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -243611.171875 Penalty: 3782.295166
	Iteration 15Q: 3 clusters Score -243611.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -243615.500000 Penalty: 3782.295166
	Iteration 16Q: 3 clusters Score -243615.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -243616.500000 Penalty: 3782.295166
	Iteration 17Q: 3 clusters Score -243616.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -243617.500000 Penalty: 3782.295166
	Iteration 18Q: 3 clusters Score -243617.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -243618.000000 Penalty: 3782.295166
	Iteration 19Q: 3 clusters Score -243618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -243618.125000 Penalty: 3782.295166
	Iteration 20F: 3 clusters Score -243618.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -243618.906250 Penalty: 3782.295166
	Iteration 21Q: 3 clusters Score -243618.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -243620.390625 Penalty: 3782.295166
	Iteration 22Q: 3 clusters Score -243620.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -243622.187500 Penalty: 3782.295166
	Iteration 23Q: 3 clusters Score -243622.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -243623.203125 Penalty: 3782.295166
	Iteration 24Q: 3 clusters Score -243623.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -243627.140625 Penalty: 3782.295166
	Iteration 25Q: 3 clusters Score -243627.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -243629.125000 Penalty: 3782.295166
	Iteration 26Q: 3 clusters Score -243629.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -243629.125000 Penalty: 3782.295166
	Iteration 27F: 3 clusters Score -243629.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Entering Unmasked Estep 
Score: -524381.250000 Penalty: 2084.697510
	Iteration 0F: 2 clusters Score -524381.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -520238.718750 Penalty: 4169.395020
	Iteration 0F: 3 clusters Score -520238.7 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -521429.375000 Penalty: 4169.395020
	Iteration 1F: 3 clusters Score -521429.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -521889.875000 Penalty: 4169.395020
	Iteration 2F: 3 clusters Score -521889.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -522295.125000 Penalty: 4169.395020
	Iteration 3F: 3 clusters Score -522295.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -522586.468750 Penalty: 4169.395020
	Iteration 4F: 3 clusters Score -522586.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -522781.406250 Penalty: 4169.395020
	Iteration 5F: 3 clusters Score -522781.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -522904.156250 Penalty: 4169.395020
	Iteration 6Q: 3 clusters Score -522904.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -522995.312500 Penalty: 4169.395020
	Iteration 7Q: 3 clusters Score -522995.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -523090.562500 Penalty: 4169.395020
	Iteration 8Q: 3 clusters Score -523090.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -523197.718750 Penalty: 4169.395020
	Iteration 9Q: 3 clusters Score -523197.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -523279.187500 Penalty: 4169.395020
	Iteration 10Q: 3 clusters Score -523279.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -523348.156250 Penalty: 4169.395020
	Iteration 11Q: 3 clusters Score -523348.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -523401.343750 Penalty: 4169.395020
	Iteration 12Q: 3 clusters Score -523401.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -523437.781250 Penalty: 4169.395020
	Iteration 13Q: 3 clusters Score -523437.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -523459.031250 Penalty: 4169.395020
	Iteration 14Q: 3 clusters Score -523459 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -523472.937500 Penalty: 4169.395020
	Iteration 15Q: 3 clusters Score -523472.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -523483.656250 Penalty: 4169.395020
	Iteration 16Q: 3 clusters Score -523483.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -523491.062500 Penalty: 4169.395020
	Iteration 17Q: 3 clusters Score -523491.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -523495.250000 Penalty: 4169.395020
	Iteration 18Q: 3 clusters Score -523495.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -523497.500000 Penalty: 4169.395020
	Iteration 19Q: 3 clusters Score -523497.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -523498.968750 Penalty: 4169.395020
	Iteration 20F: 3 clusters Score -523499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -523500.093750 Penalty: 4169.395020
	Iteration 21Q: 3 clusters Score -523500.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -523501.062500 Penalty: 4169.395020
	Iteration 22Q: 3 clusters Score -523501.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -523502.718750 Penalty: 4169.395020
	Iteration 23Q: 3 clusters Score -523502.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -523505.281250 Penalty: 4169.395020
	Iteration 24Q: 3 clusters Score -523505.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -523504.468750 Penalty: 4169.395020
	Iteration 25Q: 3 clusters Score -523504.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -523504.468750 Penalty: 4169.395020
	Iteration 26F: 3 clusters Score -523504.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Entering Unmasked Estep 
Score: -235392.031250 Penalty: 1876.188232
	Iteration 0F: 2 clusters Score -235392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -232798.125000 Penalty: 3752.376465
	Iteration 0F: 3 clusters Score -232798.1 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -233301.203125 Penalty: 3752.376465
	Iteration 1F: 3 clusters Score -233301.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -233445.453125 Penalty: 3752.376465
	Iteration 2F: 3 clusters Score -233445.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -233529.078125 Penalty: 3752.376465
	Iteration 3Q: 3 clusters Score -233529.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -233564.921875 Penalty: 3752.376465
	Iteration 4Q: 3 clusters Score -233564.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -233592.625000 Penalty: 3752.376465
	Iteration 5Q: 3 clusters Score -233592.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -233611.515625 Penalty: 3752.376465
	Iteration 6Q: 3 clusters Score -233611.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -233622.734375 Penalty: 3752.376465
	Iteration 7Q: 3 clusters Score -233622.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -233629.281250 Penalty: 3752.376465
	Iteration 8Q: 3 clusters Score -233629.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -233631.671875 Penalty: 3752.376465
	Iteration 9Q: 3 clusters Score -233631.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -233635.078125 Penalty: 3752.376465
	Iteration 10Q: 3 clusters Score -233635.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -233652.453125 Penalty: 3752.376465
	Iteration 11Q: 3 clusters Score -233652.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -233673.843750 Penalty: 3752.376465
	Iteration 12Q: 3 clusters Score -233673.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -233688.531250 Penalty: 3752.376465
	Iteration 13Q: 3 clusters Score -233688.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -233699.546875 Penalty: 3752.376465
	Iteration 14Q: 3 clusters Score -233699.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -233707.468750 Penalty: 3752.376465
	Iteration 15Q: 3 clusters Score -233707.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -233711.921875 Penalty: 3752.376465
	Iteration 16Q: 3 clusters Score -233711.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -233714.531250 Penalty: 3752.376465
	Iteration 17Q: 3 clusters Score -233714.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -233715.484375 Penalty: 3752.376465
	Iteration 18Q: 3 clusters Score -233715.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -233715.984375 Penalty: 3752.376465
	Iteration 19Q: 3 clusters Score -233716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -233716.718750 Penalty: 3752.376465
	Iteration 20F: 3 clusters Score -233716.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -233716.750000 Penalty: 3752.376465
	Iteration 21Q: 3 clusters Score -233716.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -233718.125000 Penalty: 3752.376465
	Iteration 22Q: 3 clusters Score -233718.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -233718.625000 Penalty: 3752.376465
	Iteration 23Q: 3 clusters Score -233718.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -233719.218750 Penalty: 3752.376465
	Iteration 24Q: 3 clusters Score -233719.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -233719.218750 Penalty: 3752.376465
	Iteration 25F: 3 clusters Score -233719.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Entering Unmasked Estep 
Score: -300242.093750 Penalty: 1955.001221
	Iteration 0F: 2 clusters Score -300242.1 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 1373 members 
Entering Unmasked Estep 
Score: -297130.968750 Penalty: 3910.002441
	Iteration 0F: 3 clusters Score -297131 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -297721.781250 Penalty: 3910.002441
	Iteration 1F: 3 clusters Score -297721.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -297914.343750 Penalty: 3910.002441
	Iteration 2F: 3 clusters Score -297914.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -298008.000000 Penalty: 3910.002441
	Iteration 3Q: 3 clusters Score -298008 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -298062.562500 Penalty: 3910.002441
	Iteration 4Q: 3 clusters Score -298062.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -298102.250000 Penalty: 3910.002441
	Iteration 5Q: 3 clusters Score -298102.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -298136.093750 Penalty: 3910.002441
	Iteration 6Q: 3 clusters Score -298136.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -298163.468750 Penalty: 3910.002441
	Iteration 7Q: 3 clusters Score -298163.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -298181.125000 Penalty: 3910.002441
	Iteration 8Q: 3 clusters Score -298181.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -298196.750000 Penalty: 3910.002441
	Iteration 9Q: 3 clusters Score -298196.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -298210.843750 Penalty: 3910.002441
	Iteration 10Q: 3 clusters Score -298210.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -298221.593750 Penalty: 3910.002441
	Iteration 11Q: 3 clusters Score -298221.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -298230.968750 Penalty: 3910.002441
	Iteration 12Q: 3 clusters Score -298231 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -298242.187500 Penalty: 3910.002441
	Iteration 13Q: 3 clusters Score -298242.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -298252.031250 Penalty: 3910.002441
	Iteration 14Q: 3 clusters Score -298252 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -298265.156250 Penalty: 3910.002441
	Iteration 15Q: 3 clusters Score -298265.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -298278.031250 Penalty: 3910.002441
	Iteration 16Q: 3 clusters Score -298278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -298287.125000 Penalty: 3910.002441
	Iteration 17Q: 3 clusters Score -298287.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -298303.312500 Penalty: 3910.002441
	Iteration 18Q: 3 clusters Score -298303.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -298332.125000 Penalty: 3910.002441
	Iteration 19Q: 3 clusters Score -298332.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -298356.031250 Penalty: 3910.002441
	Iteration 20F: 3 clusters Score -298356 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -298382.343750 Penalty: 3910.002441
	Iteration 21Q: 3 clusters Score -298382.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -298410.718750 Penalty: 3910.002441
	Iteration 22Q: 3 clusters Score -298410.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -298438.531250 Penalty: 3910.002441
	Iteration 23Q: 3 clusters Score -298438.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -298470.656250 Penalty: 3910.002441
	Iteration 24Q: 3 clusters Score -298470.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -298511.531250 Penalty: 3910.002441
	Iteration 25Q: 3 clusters Score -298511.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -298556.062500 Penalty: 3910.002441
	Iteration 26Q: 3 clusters Score -298556.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -298608.312500 Penalty: 3910.002441
	Iteration 27Q: 3 clusters Score -298608.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -298639.906250 Penalty: 3910.002441
	Iteration 28Q: 3 clusters Score -298639.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -298667.093750 Penalty: 3910.002441
	Iteration 29Q: 3 clusters Score -298667.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -298680.312500 Penalty: 3910.002441
	Iteration 30Q: 3 clusters Score -298680.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -298692.187500 Penalty: 3910.002441
	Iteration 31Q: 3 clusters Score -298692.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -298704.156250 Penalty: 3910.002441
	Iteration 32Q: 3 clusters Score -298704.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -298712.437500 Penalty: 3910.002441
	Iteration 33Q: 3 clusters Score -298712.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -298719.906250 Penalty: 3910.002441
	Iteration 34Q: 3 clusters Score -298719.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -298727.812500 Penalty: 3910.002441
	Iteration 35Q: 3 clusters Score -298727.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -298737.343750 Penalty: 3910.002441
	Iteration 36Q: 3 clusters Score -298737.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -298742.750000 Penalty: 3910.002441
	Iteration 37Q: 3 clusters Score -298742.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -298746.312500 Penalty: 3910.002441
	Iteration 38Q: 3 clusters Score -298746.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -298747.312500 Penalty: 3910.002441
	Iteration 39Q: 3 clusters Score -298747.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -298747.312500 Penalty: 3910.002441
	Iteration 40F: 3 clusters Score -298747.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -298748.218750 Penalty: 3910.002441
	Iteration 41Q: 3 clusters Score -298748.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -298747.937500 Penalty: 3910.002441
	Iteration 42Q: 3 clusters Score -298747.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -298748.093750 Penalty: 3910.002441
	Iteration 43Q: 3 clusters Score -298748.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -298751.437500 Penalty: 3910.002441
	Iteration 44Q: 3 clusters Score -298751.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -298753.593750 Penalty: 3910.002441
	Iteration 45Q: 3 clusters Score -298753.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -298755.281250 Penalty: 3910.002441
	Iteration 46Q: 3 clusters Score -298755.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -298756.906250 Penalty: 3910.002441
	Iteration 47Q: 3 clusters Score -298756.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -298756.906250 Penalty: 3910.002441
	Iteration 48Q: 3 clusters Score -298756.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -298756.906250 Penalty: 3910.002441
	Iteration 49F: 3 clusters Score -298756.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (212268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212268 members 
Entering Unmasked Estep 
Score: -26402846.000000 Penalty: 3041.870117
	Iteration 0F: 2 clusters Score -2.640285e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106390 members 
Mstep: Class 2 contains 105878 members 
Entering Unmasked Estep 
Score: -26268574.000000 Penalty: 6083.740234
	Iteration 0F: 3 clusters Score -2.626857e+07 nChanged 102195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111525 members 
Mstep: Class 2 contains 100743 members 
Entering Unmasked Estep 
Score: -26329410.000000 Penalty: 6083.740234
	Iteration 1F: 3 clusters Score -2.632941e+07 nChanged 8247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114860 members 
Mstep: Class 2 contains 97408 members 
Entering Unmasked Estep 
Score: -26332914.000000 Penalty: 6083.740234
	Iteration 2Q: 3 clusters Score -2.633291e+07 nChanged 10570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120212 members 
Mstep: Class 2 contains 92056 members 
Entering Unmasked Estep 
Score: -26337954.000000 Penalty: 6083.740234
	Iteration 3Q: 3 clusters Score -2.633795e+07 nChanged 13759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128223 members 
Mstep: Class 2 contains 84045 members 
Entering Unmasked Estep 
Score: -26346254.000000 Penalty: 6083.740234
	Iteration 4F: 3 clusters Score -2.634625e+07 nChanged 16618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139071 members 
Mstep: Class 2 contains 73197 members 
Entering Unmasked Estep 
Score: -26358430.000000 Penalty: 6083.740234
	Iteration 5F: 3 clusters Score -2.635843e+07 nChanged 17571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150666 members 
Mstep: Class 2 contains 61602 members 
Entering Unmasked Estep 
Score: -26375106.000000 Penalty: 6083.740234
	Iteration 6F: 3 clusters Score -2.637511e+07 nChanged 14906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159926 members 
Mstep: Class 2 contains 52342 members 
Entering Unmasked Estep 
Score: -26391136.000000 Penalty: 6083.740234
	Iteration 7F: 3 clusters Score -2.639114e+07 nChanged 9601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165155 members 
Mstep: Class 2 contains 47113 members 
Entering Unmasked Estep 
Score: -26398172.000000 Penalty: 6083.740234
	Iteration 8Q: 3 clusters Score -2.639817e+07 nChanged 4997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168682 members 
Mstep: Class 2 contains 43586 members 
Entering Unmasked Estep 
Score: -26399876.000000 Penalty: 6083.740234
	Iteration 9Q: 3 clusters Score -2.639988e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171990 members 
Mstep: Class 2 contains 40278 members 
Entering Unmasked Estep 
Score: -26400538.000000 Penalty: 6083.740234
	Iteration 10Q: 3 clusters Score -2.640054e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175291 members 
Mstep: Class 2 contains 36977 members 
Entering Unmasked Estep 
Score: -26401058.000000 Penalty: 6083.740234
	Iteration 11Q: 3 clusters Score -2.640106e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178424 members 
Mstep: Class 2 contains 33844 members 
Entering Unmasked Estep 
Score: -26401394.000000 Penalty: 6083.740234
	Iteration 12Q: 3 clusters Score -2.640139e+07 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181395 members 
Mstep: Class 2 contains 30873 members 
Entering Unmasked Estep 
Score: -26401676.000000 Penalty: 6083.740234
	Iteration 13Q: 3 clusters Score -2.640168e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184289 members 
Mstep: Class 2 contains 27979 members 
Entering Unmasked Estep 
Score: -26401872.000000 Penalty: 6083.740234
	Iteration 14Q: 3 clusters Score -2.640187e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187108 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -26402114.000000 Penalty: 6083.740234
	Iteration 15Q: 3 clusters Score -2.640211e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189795 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -26402054.000000 Penalty: 6083.740234
	Iteration 16Q: 3 clusters Score -2.640205e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192435 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -26401992.000000 Penalty: 6083.740234
	Iteration 17Q: 3 clusters Score -2.640199e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194933 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -26402022.000000 Penalty: 6083.740234
	Iteration 18Q: 3 clusters Score -2.640202e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197149 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -26402192.000000 Penalty: 6083.740234
	Iteration 19Q: 3 clusters Score -2.640219e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199065 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -26402214.000000 Penalty: 6083.740234
	Iteration 20F: 3 clusters Score -2.640221e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200810 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -26402356.000000 Penalty: 6083.740234
	Iteration 21Q: 3 clusters Score -2.640236e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202363 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -26402438.000000 Penalty: 6083.740234
	Iteration 22Q: 3 clusters Score -2.640244e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203648 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -26402494.000000 Penalty: 6083.740234
	Iteration 23Q: 3 clusters Score -2.640249e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204709 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -26402586.000000 Penalty: 6083.740234
	Iteration 24Q: 3 clusters Score -2.640259e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205581 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -26402620.000000 Penalty: 6083.740234
	Iteration 25Q: 3 clusters Score -2.640262e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206257 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -26402472.000000 Penalty: 6083.740234
	Iteration 26Q: 3 clusters Score -2.640247e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206811 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -26402400.000000 Penalty: 6083.740234
	Iteration 27Q: 3 clusters Score -2.64024e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207283 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -26402258.000000 Penalty: 6083.740234
	Iteration 28Q: 3 clusters Score -2.640226e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207689 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -26402228.000000 Penalty: 6083.740234
	Iteration 29Q: 3 clusters Score -2.640223e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208036 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -26402144.000000 Penalty: 6083.740234
	Iteration 30Q: 3 clusters Score -2.640214e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208328 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -26401990.000000 Penalty: 6083.740234
	Iteration 31Q: 3 clusters Score -2.640199e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208574 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -26401912.000000 Penalty: 6083.740234
	Iteration 32Q: 3 clusters Score -2.640191e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208792 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -26401924.000000 Penalty: 6083.740234
	Iteration 33Q: 3 clusters Score -2.640192e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208973 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -26401834.000000 Penalty: 6083.740234
	Iteration 34Q: 3 clusters Score -2.640183e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209119 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -26401820.000000 Penalty: 6083.740234
	Iteration 35Q: 3 clusters Score -2.640182e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209234 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -26401784.000000 Penalty: 6083.740234
	Iteration 36Q: 3 clusters Score -2.640178e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209349 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -26401748.000000 Penalty: 6083.740234
	Iteration 37Q: 3 clusters Score -2.640175e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209450 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -26401726.000000 Penalty: 6083.740234
	Iteration 38Q: 3 clusters Score -2.640173e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209533 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -26401678.000000 Penalty: 6083.740234
	Iteration 39Q: 3 clusters Score -2.640168e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209599 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -26401614.000000 Penalty: 6083.740234
	Iteration 40F: 3 clusters Score -2.640161e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209651 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -26401570.000000 Penalty: 6083.740234
	Iteration 41Q: 3 clusters Score -2.640157e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209699 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -26401576.000000 Penalty: 6083.740234
	Iteration 42Q: 3 clusters Score -2.640158e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209738 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -26401548.000000 Penalty: 6083.740234
	Iteration 43Q: 3 clusters Score -2.640155e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209761 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -26401540.000000 Penalty: 6083.740234
	Iteration 44Q: 3 clusters Score -2.640154e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209786 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -26401530.000000 Penalty: 6083.740234
	Iteration 45Q: 3 clusters Score -2.640153e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209826 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -26401512.000000 Penalty: 6083.740234
	Iteration 46Q: 3 clusters Score -2.640151e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209862 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -26401532.000000 Penalty: 6083.740234
	Iteration 47Q: 3 clusters Score -2.640153e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209896 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -26401550.000000 Penalty: 6083.740234
	Iteration 48Q: 3 clusters Score -2.640155e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209932 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -26401534.000000 Penalty: 6083.740234
	Iteration 49Q: 3 clusters Score -2.640153e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209964 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -26401524.000000 Penalty: 6083.740234
	Iteration 50Q: 3 clusters Score -2.640152e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209994 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -26401504.000000 Penalty: 6083.740234
	Iteration 51Q: 3 clusters Score -2.64015e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210019 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -26401508.000000 Penalty: 6083.740234
	Iteration 52Q: 3 clusters Score -2.640151e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210044 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -26401496.000000 Penalty: 6083.740234
	Iteration 53Q: 3 clusters Score -2.64015e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210073 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -26401476.000000 Penalty: 6083.740234
	Iteration 54Q: 3 clusters Score -2.640148e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210096 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -26401490.000000 Penalty: 6083.740234
	Iteration 55Q: 3 clusters Score -2.640149e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210115 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -26401502.000000 Penalty: 6083.740234
	Iteration 56Q: 3 clusters Score -2.64015e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210131 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -26401494.000000 Penalty: 6083.740234
	Iteration 57Q: 3 clusters Score -2.640149e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210145 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -26401478.000000 Penalty: 6083.740234
	Iteration 58Q: 3 clusters Score -2.640148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210149 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -26401506.000000 Penalty: 6083.740234
	Iteration 59Q: 3 clusters Score -2.640151e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210159 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -26401518.000000 Penalty: 6083.740234
	Iteration 60F: 3 clusters Score -2.640152e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210164 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -26401502.000000 Penalty: 6083.740234
	Iteration 61Q: 3 clusters Score -2.64015e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210170 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -26401496.000000 Penalty: 6083.740234
	Iteration 62Q: 3 clusters Score -2.64015e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210177 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -26401504.000000 Penalty: 6083.740234
	Iteration 63Q: 3 clusters Score -2.64015e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210180 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -26401514.000000 Penalty: 6083.740234
	Iteration 64Q: 3 clusters Score -2.640151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210182 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -26401502.000000 Penalty: 6083.740234
	Iteration 65Q: 3 clusters Score -2.64015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210184 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -26401512.000000 Penalty: 6083.740234
	Iteration 66Q: 3 clusters Score -2.640151e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210186 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -26401504.000000 Penalty: 6083.740234
	Iteration 67Q: 3 clusters Score -2.64015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210188 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -26401518.000000 Penalty: 6083.740234
	Iteration 68Q: 3 clusters Score -2.640152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210190 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -26401516.000000 Penalty: 6083.740234
	Iteration 69Q: 3 clusters Score -2.640152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210191 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -26401518.000000 Penalty: 6083.740234
	Iteration 70Q: 3 clusters Score -2.640152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210192 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -26401514.000000 Penalty: 6083.740234
	Iteration 71Q: 3 clusters Score -2.640151e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210192 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -26401514.000000 Penalty: 6083.740234
	Iteration 72F: 3 clusters Score -2.640151e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -27008.884766 Penalty: 1395.650024
	Iteration 0F: 2 clusters Score -27008.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -25802.802734 Penalty: 2791.300049
	Iteration 0F: 3 clusters Score -25802.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -25907.017578 Penalty: 2791.300049
	Iteration 1F: 3 clusters Score -25907.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -25935.697266 Penalty: 2791.300049
	Iteration 2Q: 3 clusters Score -25935.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -25938.523438 Penalty: 2791.300049
	Iteration 3Q: 3 clusters Score -25938.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -25938.523438 Penalty: 2791.300049
	Iteration 4F: 3 clusters Score -25938.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Entering Unmasked Estep 
Score: -2401076.250000 Penalty: 2444.983398
	Iteration 0F: 2 clusters Score -2401076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -2387622.250000 Penalty: 4889.966797
	Iteration 0F: 3 clusters Score -2387622 nChanged 8306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -2392064.250000 Penalty: 4889.966797
	Iteration 1F: 3 clusters Score -2392064 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -2392400.750000 Penalty: 4889.966797
	Iteration 2F: 3 clusters Score -2392401 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -2392667.500000 Penalty: 4889.966797
	Iteration 3Q: 3 clusters Score -2392668 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -2392920.000000 Penalty: 4889.966797
	Iteration 4Q: 3 clusters Score -2392920 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -2393222.500000 Penalty: 4889.966797
	Iteration 5Q: 3 clusters Score -2393222 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -2393588.500000 Penalty: 4889.966797
	Iteration 6Q: 3 clusters Score -2393588 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -2394093.500000 Penalty: 4889.966797
	Iteration 7Q: 3 clusters Score -2394094 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -2394802.250000 Penalty: 4889.966797
	Iteration 8F: 3 clusters Score -2394802 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15088 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -2395665.250000 Penalty: 4889.966797
	Iteration 9F: 3 clusters Score -2395665 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -2396572.750000 Penalty: 4889.966797
	Iteration 10F: 3 clusters Score -2396573 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2397382.000000 Penalty: 4889.966797
	Iteration 11Q: 3 clusters Score -2397382 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2397962.500000 Penalty: 4889.966797
	Iteration 12Q: 3 clusters Score -2397962 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2398340.000000 Penalty: 4889.966797
	Iteration 13Q: 3 clusters Score -2398340 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2398619.500000 Penalty: 4889.966797
	Iteration 14Q: 3 clusters Score -2398620 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -2398757.000000 Penalty: 4889.966797
	Iteration 15Q: 3 clusters Score -2398757 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2398813.000000 Penalty: 4889.966797
	Iteration 16Q: 3 clusters Score -2398813 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2398855.750000 Penalty: 4889.966797
	Iteration 17Q: 3 clusters Score -2398856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -2398877.500000 Penalty: 4889.966797
	Iteration 18Q: 3 clusters Score -2398878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18772 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2398892.000000 Penalty: 4889.966797
	Iteration 19Q: 3 clusters Score -2398892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2398904.500000 Penalty: 4889.966797
	Iteration 20F: 3 clusters Score -2398904 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2398918.000000 Penalty: 4889.966797
	Iteration 21Q: 3 clusters Score -2398918 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2398930.500000 Penalty: 4889.966797
	Iteration 22Q: 3 clusters Score -2398930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2398933.750000 Penalty: 4889.966797
	Iteration 23Q: 3 clusters Score -2398934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -2398942.250000 Penalty: 4889.966797
	Iteration 24Q: 3 clusters Score -2398942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2398948.000000 Penalty: 4889.966797
	Iteration 25Q: 3 clusters Score -2398948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -2398959.250000 Penalty: 4889.966797
	Iteration 26Q: 3 clusters Score -2398959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -2398962.250000 Penalty: 4889.966797
	Iteration 27Q: 3 clusters Score -2398962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2398970.250000 Penalty: 4889.966797
	Iteration 28Q: 3 clusters Score -2398970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18827 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2398970.250000 Penalty: 4889.966797
	Iteration 29F: 3 clusters Score -2398970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (75076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75076 members 
Entering Unmasked Estep 
Score: -9152929.000000 Penalty: 2784.111572
	Iteration 0F: 2 clusters Score -9152929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37817 members 
Mstep: Class 2 contains 37259 members 
Entering Unmasked Estep 
Score: -9102443.000000 Penalty: 5568.223145
	Iteration 0F: 3 clusters Score -9102443 nChanged 35215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40176 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -9122325.000000 Penalty: 5568.223145
	Iteration 1F: 3 clusters Score -9122325 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41892 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -9123171.000000 Penalty: 5568.223145
	Iteration 2Q: 3 clusters Score -9123171 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44514 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -9124355.000000 Penalty: 5568.223145
	Iteration 3Q: 3 clusters Score -9124355 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48372 members 
Mstep: Class 2 contains 26704 members 
Entering Unmasked Estep 
Score: -9126401.000000 Penalty: 5568.223145
	Iteration 4F: 3 clusters Score -9126401 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53790 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -9130178.000000 Penalty: 5568.223145
	Iteration 5F: 3 clusters Score -9130178 nChanged 6635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60383 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -9135746.000000 Penalty: 5568.223145
	Iteration 6F: 3 clusters Score -9135746 nChanged 6611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66986 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -9142316.000000 Penalty: 5568.223145
	Iteration 7F: 3 clusters Score -9142316 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71677 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -9147223.000000 Penalty: 5568.223145
	Iteration 8F: 3 clusters Score -9147223 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73898 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -9149358.000000 Penalty: 5568.223145
	Iteration 9Q: 3 clusters Score -9149358 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74574 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -9150057.000000 Penalty: 5568.223145
	Iteration 10Q: 3 clusters Score -9150057 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74770 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -9150290.000000 Penalty: 5568.223145
	Iteration 11Q: 3 clusters Score -9150290 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74817 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -9150359.000000 Penalty: 5568.223145
	Iteration 12Q: 3 clusters Score -9150359 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74841 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -9150396.000000 Penalty: 5568.223145
	Iteration 13Q: 3 clusters Score -9150396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74847 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -9150434.000000 Penalty: 5568.223145
	Iteration 14Q: 3 clusters Score -9150434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74853 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -9150457.000000 Penalty: 5568.223145
	Iteration 15Q: 3 clusters Score -9150457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74856 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -9150473.000000 Penalty: 5568.223145
	Iteration 16Q: 3 clusters Score -9150473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74858 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -9150481.000000 Penalty: 5568.223145
	Iteration 17Q: 3 clusters Score -9150481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74864 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -9150494.000000 Penalty: 5568.223145
	Iteration 18Q: 3 clusters Score -9150494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74867 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -9150491.000000 Penalty: 5568.223145
	Iteration 19Q: 3 clusters Score -9150491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74868 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -9150491.000000 Penalty: 5568.223145
	Iteration 20F: 3 clusters Score -9150491 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74869 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -9150493.000000 Penalty: 5568.223145
	Iteration 21Q: 3 clusters Score -9150493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74870 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -9150499.000000 Penalty: 5568.223145
	Iteration 22Q: 3 clusters Score -9150499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74870 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -9150499.000000 Penalty: 5568.223145
	Iteration 23F: 3 clusters Score -9150499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (22628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Entering Unmasked Estep 
Score: -2899164.750000 Penalty: 2486.681885
	Iteration 0F: 2 clusters Score -2899165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -2883251.250000 Penalty: 4973.363770
	Iteration 0F: 3 clusters Score -2883251 nChanged 10113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -2888748.500000 Penalty: 4973.363770
	Iteration 1F: 3 clusters Score -2888748 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -2889119.750000 Penalty: 4973.363770
	Iteration 2F: 3 clusters Score -2889120 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -2889408.000000 Penalty: 4973.363770
	Iteration 3Q: 3 clusters Score -2889408 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -2889714.750000 Penalty: 4973.363770
	Iteration 4Q: 3 clusters Score -2889715 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -2890028.000000 Penalty: 4973.363770
	Iteration 5Q: 3 clusters Score -2890028 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -2890394.250000 Penalty: 4973.363770
	Iteration 6Q: 3 clusters Score -2890394 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -2890863.250000 Penalty: 4973.363770
	Iteration 7Q: 3 clusters Score -2890863 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -2891471.500000 Penalty: 4973.363770
	Iteration 8Q: 3 clusters Score -2891472 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -2892261.250000 Penalty: 4973.363770
	Iteration 9F: 3 clusters Score -2892261 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -2893157.250000 Penalty: 4973.363770
	Iteration 10F: 3 clusters Score -2893157 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -2894035.250000 Penalty: 4973.363770
	Iteration 11F: 3 clusters Score -2894035 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -2894856.000000 Penalty: 4973.363770
	Iteration 12Q: 3 clusters Score -2894856 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 20362 members 
Entering Unmasked Estep 
Score: -2895491.500000 Penalty: 4973.363770
	Iteration 13Q: 3 clusters Score -2895492 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -2895955.750000 Penalty: 4973.363770
	Iteration 14Q: 3 clusters Score -2895956 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -2896259.750000 Penalty: 4973.363770
	Iteration 15Q: 3 clusters Score -2896260 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -2896438.000000 Penalty: 4973.363770
	Iteration 16Q: 3 clusters Score -2896438 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -2896599.000000 Penalty: 4973.363770
	Iteration 17Q: 3 clusters Score -2896599 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -2896703.250000 Penalty: 4973.363770
	Iteration 18Q: 3 clusters Score -2896703 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -2896771.250000 Penalty: 4973.363770
	Iteration 19Q: 3 clusters Score -2896771 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -2896836.250000 Penalty: 4973.363770
	Iteration 20F: 3 clusters Score -2896836 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -2896886.000000 Penalty: 4973.363770
	Iteration 21Q: 3 clusters Score -2896886 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -2896914.750000 Penalty: 4973.363770
	Iteration 22Q: 3 clusters Score -2896915 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -2896937.500000 Penalty: 4973.363770
	Iteration 23Q: 3 clusters Score -2896938 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -2896957.250000 Penalty: 4973.363770
	Iteration 24Q: 3 clusters Score -2896957 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -2896965.250000 Penalty: 4973.363770
	Iteration 25Q: 3 clusters Score -2896965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 22162 members 
Entering Unmasked Estep 
Score: -2896975.750000 Penalty: 4973.363770
	Iteration 26Q: 3 clusters Score -2896976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -2896985.750000 Penalty: 4973.363770
	Iteration 27Q: 3 clusters Score -2896986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -2896997.000000 Penalty: 4973.363770
	Iteration 28Q: 3 clusters Score -2896997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 22191 members 
Entering Unmasked Estep 
Score: -2897006.750000 Penalty: 4973.363770
	Iteration 29Q: 3 clusters Score -2897007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -2897013.000000 Penalty: 4973.363770
	Iteration 30Q: 3 clusters Score -2897013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -2897017.000000 Penalty: 4973.363770
	Iteration 31Q: 3 clusters Score -2897017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -2897022.750000 Penalty: 4973.363770
	Iteration 32Q: 3 clusters Score -2897023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -2897028.000000 Penalty: 4973.363770
	Iteration 33Q: 3 clusters Score -2897028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -2897027.750000 Penalty: 4973.363770
	Iteration 34Q: 3 clusters Score -2897028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -2897029.500000 Penalty: 4973.363770
	Iteration 35Q: 3 clusters Score -2897030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 22204 members 
Entering Unmasked Estep 
Score: -2897029.250000 Penalty: 4973.363770
	Iteration 36Q: 3 clusters Score -2897029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 22206 members 
Entering Unmasked Estep 
Score: -2897029.500000 Penalty: 4973.363770
	Iteration 37Q: 3 clusters Score -2897030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -2897031.500000 Penalty: 4973.363770
	Iteration 38Q: 3 clusters Score -2897032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -2897031.000000 Penalty: 4973.363770
	Iteration 39Q: 3 clusters Score -2897031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -2897031.250000 Penalty: 4973.363770
	Iteration 40F: 3 clusters Score -2897031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Entering Unmasked Estep 
Score: -152141.203125 Penalty: 1784.220337
	Iteration 0F: 2 clusters Score -152141.2 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 659 members 
Entering Unmasked Estep 
Score: -150010.046875 Penalty: 3568.440674
	Iteration 0F: 3 clusters Score -150010 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -150553.406250 Penalty: 3568.440674
	Iteration 1F: 3 clusters Score -150553.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -150956.671875 Penalty: 3568.440674
	Iteration 2F: 3 clusters Score -150956.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -151413.125000 Penalty: 3568.440674
	Iteration 3F: 3 clusters Score -151413.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -151737.125000 Penalty: 3568.440674
	Iteration 4F: 3 clusters Score -151737.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -151908.546875 Penalty: 3568.440674
	Iteration 5Q: 3 clusters Score -151908.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -151978.750000 Penalty: 3568.440674
	Iteration 6Q: 3 clusters Score -151978.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -152017.437500 Penalty: 3568.440674
	Iteration 7Q: 3 clusters Score -152017.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -152039.031250 Penalty: 3568.440674
	Iteration 8Q: 3 clusters Score -152039 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -152057.812500 Penalty: 3568.440674
	Iteration 9Q: 3 clusters Score -152057.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -152069.125000 Penalty: 3568.440674
	Iteration 10Q: 3 clusters Score -152069.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -152076.609375 Penalty: 3568.440674
	Iteration 11Q: 3 clusters Score -152076.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -152082.000000 Penalty: 3568.440674
	Iteration 12Q: 3 clusters Score -152082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -152082.656250 Penalty: 3568.440674
	Iteration 13Q: 3 clusters Score -152082.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -152082.656250 Penalty: 3568.440674
	Iteration 14F: 3 clusters Score -152082.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 22190 members 
Mstep: Class 3 contains 47267 members 
Mstep: Class 4 contains 237062 members 
Mstep: Class 5 contains 13927 members 
Mstep: Class 6 contains 6566 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 58144 members 
Mstep: Class 9 contains 40563 members 
Mstep: Class 10 contains 22132 members 
Mstep: Class 11 contains 8940 members 
Mstep: Class 12 contains 17088 members 
Mstep: Class 13 contains 34949 members 
Mstep: Class 14 contains 2050 members 
Mstep: Class 15 contains 4474 members 
Mstep: Class 16 contains 1930 members 
Mstep: Class 17 contains 2652 members 
Mstep: Class 18 contains 212268 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19126 members 
Mstep: Class 21 contains 75076 members 
Mstep: Class 23 contains 22628 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760424.000000 Penalty: 77926.218750
Iteration 159Q: 24 clusters Score -1.047604e+08 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 22234 members 
Mstep: Class 3 contains 47238 members 
Mstep: Class 4 contains 236947 members 
Mstep: Class 5 contains 13928 members 
Mstep: Class 6 contains 6567 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 58171 members 
Mstep: Class 9 contains 40577 members 
Mstep: Class 10 contains 22130 members 
Mstep: Class 11 contains 8939 members 
Mstep: Class 12 contains 17092 members 
Mstep: Class 13 contains 34914 members 
Mstep: Class 14 contains 2051 members 
Mstep: Class 15 contains 4472 members 
Mstep: Class 16 contains 1931 members 
Mstep: Class 17 contains 2652 members 
Mstep: Class 18 contains 212163 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19129 members 
Mstep: Class 21 contains 75042 members 
Mstep: Class 23 contains 22851 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760400.000000 Penalty: 77926.218750
Iteration 160F: 24 clusters Score -1.047604e+08 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 22277 members 
Mstep: Class 3 contains 47209 members 
Mstep: Class 4 contains 236872 members 
Mstep: Class 5 contains 13926 members 
Mstep: Class 6 contains 6569 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 58207 members 
Mstep: Class 9 contains 40571 members 
Mstep: Class 10 contains 22129 members 
Mstep: Class 11 contains 8938 members 
Mstep: Class 12 contains 17090 members 
Mstep: Class 13 contains 34874 members 
Mstep: Class 14 contains 2050 members 
Mstep: Class 15 contains 4475 members 
Mstep: Class 16 contains 1932 members 
Mstep: Class 17 contains 2652 members 
Mstep: Class 18 contains 212053 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19131 members 
Mstep: Class 21 contains 74987 members 
Mstep: Class 23 contains 23084 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760504.000000 Penalty: 77926.218750
Iteration 161Q: 24 clusters Score -1.047605e+08 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 22306 members 
Mstep: Class 3 contains 47175 members 
Mstep: Class 4 contains 236865 members 
Mstep: Class 5 contains 13922 members 
Mstep: Class 6 contains 6571 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 58239 members 
Mstep: Class 9 contains 40565 members 
Mstep: Class 10 contains 22130 members 
Mstep: Class 11 contains 8934 members 
Mstep: Class 12 contains 17085 members 
Mstep: Class 13 contains 34847 members 
Mstep: Class 14 contains 2048 members 
Mstep: Class 15 contains 4473 members 
Mstep: Class 16 contains 1934 members 
Mstep: Class 17 contains 2653 members 
Mstep: Class 18 contains 211916 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19153 members 
Mstep: Class 21 contains 74916 members 
Mstep: Class 23 contains 23290 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760432.000000 Penalty: 77926.218750
Iteration 162Q: 24 clusters Score -1.047604e+08 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 22332 members 
Mstep: Class 3 contains 47149 members 
Mstep: Class 4 contains 236860 members 
Mstep: Class 5 contains 13912 members 
Mstep: Class 6 contains 6572 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 58259 members 
Mstep: Class 9 contains 40564 members 
Mstep: Class 10 contains 22130 members 
Mstep: Class 11 contains 8930 members 
Mstep: Class 12 contains 17084 members 
Mstep: Class 13 contains 34822 members 
Mstep: Class 14 contains 2052 members 
Mstep: Class 15 contains 4470 members 
Mstep: Class 16 contains 1937 members 
Mstep: Class 17 contains 2654 members 
Mstep: Class 18 contains 211769 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19161 members 
Mstep: Class 21 contains 74855 members 
Mstep: Class 23 contains 23509 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760552.000000 Penalty: 77926.218750
Iteration 163Q: 24 clusters Score -1.047606e+08 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 22363 members 
Mstep: Class 3 contains 47115 members 
Mstep: Class 4 contains 236839 members 
Mstep: Class 5 contains 13902 members 
Mstep: Class 6 contains 6572 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 58287 members 
Mstep: Class 9 contains 40572 members 
Mstep: Class 10 contains 22133 members 
Mstep: Class 11 contains 8923 members 
Mstep: Class 12 contains 17083 members 
Mstep: Class 13 contains 34796 members 
Mstep: Class 14 contains 2058 members 
Mstep: Class 15 contains 4466 members 
Mstep: Class 16 contains 1940 members 
Mstep: Class 17 contains 2654 members 
Mstep: Class 18 contains 211602 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19170 members 
Mstep: Class 21 contains 74799 members 
Mstep: Class 23 contains 23746 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760696.000000 Penalty: 77926.218750
Iteration 164Q: 24 clusters Score -1.047607e+08 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 22397 members 
Mstep: Class 3 contains 47097 members 
Mstep: Class 4 contains 236844 members 
Mstep: Class 5 contains 13894 members 
Mstep: Class 6 contains 6572 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 58316 members 
Mstep: Class 9 contains 40580 members 
Mstep: Class 10 contains 22132 members 
Mstep: Class 11 contains 8920 members 
Mstep: Class 12 contains 17088 members 
Mstep: Class 13 contains 34774 members 
Mstep: Class 14 contains 2063 members 
Mstep: Class 15 contains 4467 members 
Mstep: Class 16 contains 1941 members 
Mstep: Class 17 contains 2654 members 
Mstep: Class 18 contains 211431 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19176 members 
Mstep: Class 21 contains 74716 members 
Mstep: Class 23 contains 23958 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760400.000000 Penalty: 77926.218750
Iteration 165Q: 24 clusters Score -1.047604e+08 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 22430 members 
Mstep: Class 3 contains 47063 members 
Mstep: Class 4 contains 236873 members 
Mstep: Class 5 contains 13890 members 
Mstep: Class 6 contains 6573 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 58347 members 
Mstep: Class 9 contains 40588 members 
Mstep: Class 10 contains 22134 members 
Mstep: Class 11 contains 8912 members 
Mstep: Class 12 contains 17086 members 
Mstep: Class 13 contains 34755 members 
Mstep: Class 14 contains 2068 members 
Mstep: Class 15 contains 4466 members 
Mstep: Class 16 contains 1943 members 
Mstep: Class 17 contains 2654 members 
Mstep: Class 18 contains 211278 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19181 members 
Mstep: Class 21 contains 74614 members 
Mstep: Class 23 contains 24165 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
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Score: -104760632.000000 Penalty: 77926.218750
Iteration 166Q: 24 clusters Score -1.047606e+08 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 22479 members 
Mstep: Class 3 contains 47032 members 
Mstep: Class 4 contains 236944 members 
Mstep: Class 5 contains 13881 members 
Mstep: Class 6 contains 6573 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 58382 members 
Mstep: Class 9 contains 40595 members 
Mstep: Class 10 contains 22130 members 
Mstep: Class 11 contains 8905 members 
Mstep: Class 12 contains 17086 members 
Mstep: Class 13 contains 34745 members 
Mstep: Class 14 contains 2069 members 
Mstep: Class 15 contains 4465 members 
Mstep: Class 16 contains 1942 members 
Mstep: Class 17 contains 2655 members 
Mstep: Class 18 contains 211064 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19200 members 
Mstep: Class 21 contains 74515 members 
Mstep: Class 23 contains 24357 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
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Iteration 167Q: 24 clusters Score -1.047606e+08 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 22518 members 
Mstep: Class 3 contains 46997 members 
Mstep: Class 4 contains 237005 members 
Mstep: Class 5 contains 13876 members 
Mstep: Class 6 contains 6573 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 58421 members 
Mstep: Class 9 contains 40617 members 
Mstep: Class 10 contains 22132 members 
Mstep: Class 11 contains 8896 members 
Mstep: Class 12 contains 17087 members 
Mstep: Class 13 contains 34736 members 
Mstep: Class 14 contains 2072 members 
Mstep: Class 15 contains 4466 members 
Mstep: Class 16 contains 1944 members 
Mstep: Class 17 contains 2655 members 
Mstep: Class 18 contains 210812 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19217 members 
Mstep: Class 21 contains 74462 members 
Mstep: Class 23 contains 24532 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
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Iteration 168Q: 24 clusters Score -1.047607e+08 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 22559 members 
Mstep: Class 3 contains 46958 members 
Mstep: Class 4 contains 237024 members 
Mstep: Class 5 contains 13875 members 
Mstep: Class 6 contains 6573 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 58453 members 
Mstep: Class 9 contains 40629 members 
Mstep: Class 10 contains 22135 members 
Mstep: Class 11 contains 8893 members 
Mstep: Class 12 contains 17096 members 
Mstep: Class 13 contains 34715 members 
Mstep: Class 14 contains 2075 members 
Mstep: Class 15 contains 4466 members 
Mstep: Class 16 contains 1945 members 
Mstep: Class 17 contains 2655 members 
Mstep: Class 18 contains 210596 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19233 members 
Mstep: Class 21 contains 74412 members 
Mstep: Class 23 contains 24723 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
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Iteration 169Q: 24 clusters Score -1.047606e+08 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 22611 members 
Mstep: Class 3 contains 46929 members 
Mstep: Class 4 contains 237078 members 
Mstep: Class 5 contains 13871 members 
Mstep: Class 6 contains 6573 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 58472 members 
Mstep: Class 9 contains 40652 members 
Mstep: Class 10 contains 22135 members 
Mstep: Class 11 contains 8890 members 
Mstep: Class 12 contains 17107 members 
Mstep: Class 13 contains 34692 members 
Mstep: Class 14 contains 2079 members 
Mstep: Class 15 contains 4467 members 
Mstep: Class 16 contains 1944 members 
Mstep: Class 17 contains 2655 members 
Mstep: Class 18 contains 210332 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19247 members 
Mstep: Class 21 contains 74358 members 
Mstep: Class 23 contains 24920 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
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Iteration 170Q: 24 clusters Score -1.047604e+08 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 22660 members 
Mstep: Class 3 contains 46918 members 
Mstep: Class 4 contains 237121 members 
Mstep: Class 5 contains 13868 members 
Mstep: Class 6 contains 6575 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 58489 members 
Mstep: Class 9 contains 40679 members 
Mstep: Class 10 contains 22130 members 
Mstep: Class 11 contains 8888 members 
Mstep: Class 12 contains 17113 members 
Mstep: Class 13 contains 34664 members 
Mstep: Class 14 contains 2085 members 
Mstep: Class 15 contains 4466 members 
Mstep: Class 16 contains 1944 members 
Mstep: Class 17 contains 2655 members 
Mstep: Class 18 contains 210086 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19258 members 
Mstep: Class 21 contains 74288 members 
Mstep: Class 23 contains 25124 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
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Iteration 171Q: 24 clusters Score -1.047605e+08 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 22697 members 
Mstep: Class 3 contains 46892 members 
Mstep: Class 4 contains 237159 members 
Mstep: Class 5 contains 13866 members 
Mstep: Class 6 contains 6574 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 58507 members 
Mstep: Class 9 contains 40705 members 
Mstep: Class 10 contains 22127 members 
Mstep: Class 11 contains 8885 members 
Mstep: Class 12 contains 17115 members 
Mstep: Class 13 contains 34652 members 
Mstep: Class 14 contains 2091 members 
Mstep: Class 15 contains 4464 members 
Mstep: Class 16 contains 1943 members 
Mstep: Class 17 contains 2655 members 
Mstep: Class 18 contains 209898 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19267 members 
Mstep: Class 21 contains 74211 members 
Mstep: Class 23 contains 25301 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
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Iteration 172Q: 24 clusters Score -1.047604e+08 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 22728 members 
Mstep: Class 3 contains 46874 members 
Mstep: Class 4 contains 237159 members 
Mstep: Class 5 contains 13871 members 
Mstep: Class 6 contains 6575 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 58545 members 
Mstep: Class 9 contains 40705 members 
Mstep: Class 10 contains 22129 members 
Mstep: Class 11 contains 8881 members 
Mstep: Class 12 contains 17121 members 
Mstep: Class 13 contains 34639 members 
Mstep: Class 14 contains 2091 members 
Mstep: Class 15 contains 4460 members 
Mstep: Class 16 contains 1941 members 
Mstep: Class 17 contains 2655 members 
Mstep: Class 18 contains 209742 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19277 members 
Mstep: Class 21 contains 74138 members 
Mstep: Class 23 contains 25477 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
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Iteration 173Q: 24 clusters Score -1.047603e+08 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 22769 members 
Mstep: Class 3 contains 46860 members 
Mstep: Class 4 contains 237109 members 
Mstep: Class 5 contains 13871 members 
Mstep: Class 6 contains 6577 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 58574 members 
Mstep: Class 9 contains 40739 members 
Mstep: Class 10 contains 22128 members 
Mstep: Class 11 contains 8877 members 
Mstep: Class 12 contains 17134 members 
Mstep: Class 13 contains 34632 members 
Mstep: Class 14 contains 2090 members 
Mstep: Class 15 contains 4458 members 
Mstep: Class 16 contains 1942 members 
Mstep: Class 17 contains 2656 members 
Mstep: Class 18 contains 209612 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19284 members 
Mstep: Class 21 contains 74052 members 
Mstep: Class 23 contains 25643 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
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Iteration 174Q: 24 clusters Score -1.0476e+08 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 22813 members 
Mstep: Class 3 contains 46843 members 
Mstep: Class 4 contains 237073 members 
Mstep: Class 5 contains 13867 members 
Mstep: Class 6 contains 6578 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 58610 members 
Mstep: Class 9 contains 40771 members 
Mstep: Class 10 contains 22133 members 
Mstep: Class 11 contains 8874 members 
Mstep: Class 12 contains 17150 members 
Mstep: Class 13 contains 34617 members 
Mstep: Class 14 contains 2089 members 
Mstep: Class 15 contains 4454 members 
Mstep: Class 16 contains 1942 members 
Mstep: Class 17 contains 2656 members 
Mstep: Class 18 contains 209474 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19289 members 
Mstep: Class 21 contains 73956 members 
Mstep: Class 23 contains 25818 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
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Iteration 175Q: 24 clusters Score -1.047602e+08 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 22876 members 
Mstep: Class 3 contains 46831 members 
Mstep: Class 4 contains 237029 members 
Mstep: Class 5 contains 13865 members 
Mstep: Class 6 contains 6578 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 58637 members 
Mstep: Class 9 contains 40800 members 
Mstep: Class 10 contains 22127 members 
Mstep: Class 11 contains 8864 members 
Mstep: Class 12 contains 17163 members 
Mstep: Class 13 contains 34611 members 
Mstep: Class 14 contains 2092 members 
Mstep: Class 15 contains 4452 members 
Mstep: Class 16 contains 1941 members 
Mstep: Class 17 contains 2656 members 
Mstep: Class 18 contains 209344 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19286 members 
Mstep: Class 21 contains 73888 members 
Mstep: Class 23 contains 25967 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
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Iteration 176Q: 24 clusters Score -1.047603e+08 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 22907 members 
Mstep: Class 3 contains 46814 members 
Mstep: Class 4 contains 237044 members 
Mstep: Class 5 contains 13861 members 
Mstep: Class 6 contains 6579 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 58675 members 
Mstep: Class 9 contains 40826 members 
Mstep: Class 10 contains 22132 members 
Mstep: Class 11 contains 8853 members 
Mstep: Class 12 contains 17185 members 
Mstep: Class 13 contains 34604 members 
Mstep: Class 14 contains 2094 members 
Mstep: Class 15 contains 4450 members 
Mstep: Class 16 contains 1944 members 
Mstep: Class 17 contains 2656 members 
Mstep: Class 18 contains 209143 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19295 members 
Mstep: Class 21 contains 73819 members 
Mstep: Class 23 contains 26126 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
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Iteration 177Q: 24 clusters Score -1.047605e+08 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 22940 members 
Mstep: Class 3 contains 46798 members 
Mstep: Class 4 contains 237094 members 
Mstep: Class 5 contains 13856 members 
Mstep: Class 6 contains 6580 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 58703 members 
Mstep: Class 9 contains 40844 members 
Mstep: Class 10 contains 22131 members 
Mstep: Class 11 contains 8846 members 
Mstep: Class 12 contains 17202 members 
Mstep: Class 13 contains 34593 members 
Mstep: Class 14 contains 2098 members 
Mstep: Class 15 contains 4450 members 
Mstep: Class 16 contains 1942 members 
Mstep: Class 17 contains 2656 members 
Mstep: Class 18 contains 208939 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19308 members 
Mstep: Class 21 contains 73742 members 
Mstep: Class 23 contains 26285 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
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Iteration 178Q: 24 clusters Score -1.047605e+08 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 22970 members 
Mstep: Class 3 contains 46780 members 
Mstep: Class 4 contains 237134 members 
Mstep: Class 5 contains 13853 members 
Mstep: Class 6 contains 6581 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 58741 members 
Mstep: Class 9 contains 40864 members 
Mstep: Class 10 contains 22129 members 
Mstep: Class 11 contains 8840 members 
Mstep: Class 12 contains 17229 members 
Mstep: Class 13 contains 34592 members 
Mstep: Class 14 contains 2099 members 
Mstep: Class 15 contains 4448 members 
Mstep: Class 16 contains 1942 members 
Mstep: Class 17 contains 2655 members 
Mstep: Class 18 contains 208728 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19313 members 
Mstep: Class 21 contains 73661 members 
Mstep: Class 23 contains 26448 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
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Iteration 179Q: 24 clusters Score -1.047606e+08 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 22995 members 
Mstep: Class 3 contains 46771 members 
Mstep: Class 4 contains 237170 members 
Mstep: Class 5 contains 13858 members 
Mstep: Class 6 contains 6581 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 58771 members 
Mstep: Class 9 contains 40891 members 
Mstep: Class 10 contains 22121 members 
Mstep: Class 11 contains 8831 members 
Mstep: Class 12 contains 17238 members 
Mstep: Class 13 contains 34587 members 
Mstep: Class 14 contains 2098 members 
Mstep: Class 15 contains 4446 members 
Mstep: Class 16 contains 1943 members 
Mstep: Class 17 contains 2656 members 
Mstep: Class 18 contains 208533 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19315 members 
Mstep: Class 21 contains 73579 members 
Mstep: Class 23 contains 26622 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
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Iteration 180F: 24 clusters Score -1.047605e+08 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 23028 members 
Mstep: Class 3 contains 46740 members 
Mstep: Class 4 contains 237238 members 
Mstep: Class 5 contains 13859 members 
Mstep: Class 6 contains 6581 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 58805 members 
Mstep: Class 9 contains 40915 members 
Mstep: Class 10 contains 22119 members 
Mstep: Class 11 contains 8823 members 
Mstep: Class 12 contains 17245 members 
Mstep: Class 13 contains 34575 members 
Mstep: Class 14 contains 2099 members 
Mstep: Class 15 contains 4446 members 
Mstep: Class 16 contains 1945 members 
Mstep: Class 17 contains 2656 members 
Mstep: Class 18 contains 208351 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19330 members 
Mstep: Class 21 contains 73483 members 
Mstep: Class 23 contains 26767 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
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Iteration 181Q: 24 clusters Score -1.047606e+08 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 23051 members 
Mstep: Class 3 contains 46714 members 
Mstep: Class 4 contains 237223 members 
Mstep: Class 5 contains 13855 members 
Mstep: Class 6 contains 6581 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 58843 members 
Mstep: Class 9 contains 40939 members 
Mstep: Class 10 contains 22121 members 
Mstep: Class 11 contains 8814 members 
Mstep: Class 12 contains 17260 members 
Mstep: Class 13 contains 34553 members 
Mstep: Class 14 contains 2100 members 
Mstep: Class 15 contains 4442 members 
Mstep: Class 16 contains 1944 members 
Mstep: Class 17 contains 2657 members 
Mstep: Class 18 contains 208194 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19341 members 
Mstep: Class 21 contains 73387 members 
Mstep: Class 23 contains 26985 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
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Iteration 182Q: 24 clusters Score -1.047606e+08 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 23079 members 
Mstep: Class 3 contains 46697 members 
Mstep: Class 4 contains 237235 members 
Mstep: Class 5 contains 13854 members 
Mstep: Class 6 contains 6581 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 58883 members 
Mstep: Class 9 contains 40972 members 
Mstep: Class 10 contains 22116 members 
Mstep: Class 11 contains 8806 members 
Mstep: Class 12 contains 17276 members 
Mstep: Class 13 contains 34552 members 
Mstep: Class 14 contains 2102 members 
Mstep: Class 15 contains 4439 members 
Mstep: Class 16 contains 1943 members 
Mstep: Class 17 contains 2658 members 
Mstep: Class 18 contains 207982 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19355 members 
Mstep: Class 21 contains 73294 members 
Mstep: Class 23 contains 27181 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
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Iteration 183Q: 24 clusters Score -1.047605e+08 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 23094 members 
Mstep: Class 3 contains 46678 members 
Mstep: Class 4 contains 237262 members 
Mstep: Class 5 contains 13856 members 
Mstep: Class 6 contains 6582 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 58921 members 
Mstep: Class 9 contains 41014 members 
Mstep: Class 10 contains 22107 members 
Mstep: Class 11 contains 8799 members 
Mstep: Class 12 contains 17273 members 
Mstep: Class 13 contains 34543 members 
Mstep: Class 14 contains 2104 members 
Mstep: Class 15 contains 4435 members 
Mstep: Class 16 contains 1943 members 
Mstep: Class 17 contains 2659 members 
Mstep: Class 18 contains 207812 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19360 members 
Mstep: Class 21 contains 73201 members 
Mstep: Class 23 contains 27362 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
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Iteration 184Q: 24 clusters Score -1.047603e+08 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 23126 members 
Mstep: Class 3 contains 46666 members 
Mstep: Class 4 contains 237237 members 
Mstep: Class 5 contains 13858 members 
Mstep: Class 6 contains 6582 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 58939 members 
Mstep: Class 9 contains 41039 members 
Mstep: Class 10 contains 22101 members 
Mstep: Class 11 contains 8792 members 
Mstep: Class 12 contains 17288 members 
Mstep: Class 13 contains 34545 members 
Mstep: Class 14 contains 2106 members 
Mstep: Class 15 contains 4429 members 
Mstep: Class 16 contains 1943 members 
Mstep: Class 17 contains 2659 members 
Mstep: Class 18 contains 207686 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19359 members 
Mstep: Class 21 contains 73103 members 
Mstep: Class 23 contains 27547 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
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Iteration 185Q: 24 clusters Score -1.047602e+08 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 23160 members 
Mstep: Class 3 contains 46645 members 
Mstep: Class 4 contains 237184 members 
Mstep: Class 5 contains 13856 members 
Mstep: Class 6 contains 6581 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 58955 members 
Mstep: Class 9 contains 41077 members 
Mstep: Class 10 contains 22103 members 
Mstep: Class 11 contains 8784 members 
Mstep: Class 12 contains 17299 members 
Mstep: Class 13 contains 34554 members 
Mstep: Class 14 contains 2109 members 
Mstep: Class 15 contains 4427 members 
Mstep: Class 16 contains 1943 members 
Mstep: Class 17 contains 2660 members 
Mstep: Class 18 contains 207577 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19364 members 
Mstep: Class 21 contains 72999 members 
Mstep: Class 23 contains 27728 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
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Iteration 186Q: 24 clusters Score -1.047602e+08 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 23186 members 
Mstep: Class 3 contains 46630 members 
Mstep: Class 4 contains 237103 members 
Mstep: Class 5 contains 13857 members 
Mstep: Class 6 contains 6580 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 58969 members 
Mstep: Class 9 contains 41101 members 
Mstep: Class 10 contains 22103 members 
Mstep: Class 11 contains 8775 members 
Mstep: Class 12 contains 17300 members 
Mstep: Class 13 contains 34557 members 
Mstep: Class 14 contains 2107 members 
Mstep: Class 15 contains 4423 members 
Mstep: Class 16 contains 1941 members 
Mstep: Class 17 contains 2664 members 
Mstep: Class 18 contains 207493 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19377 members 
Mstep: Class 21 contains 72924 members 
Mstep: Class 23 contains 27914 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
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Iteration 187Q: 24 clusters Score -1.047596e+08 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 23210 members 
Mstep: Class 3 contains 46622 members 
Mstep: Class 4 contains 237058 members 
Mstep: Class 5 contains 13855 members 
Mstep: Class 6 contains 6579 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 58985 members 
Mstep: Class 9 contains 41128 members 
Mstep: Class 10 contains 22103 members 
Mstep: Class 11 contains 8764 members 
Mstep: Class 12 contains 17321 members 
Mstep: Class 13 contains 34560 members 
Mstep: Class 14 contains 2110 members 
Mstep: Class 15 contains 4417 members 
Mstep: Class 16 contains 1941 members 
Mstep: Class 17 contains 2664 members 
Mstep: Class 18 contains 207355 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19387 members 
Mstep: Class 21 contains 72865 members 
Mstep: Class 23 contains 28079 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
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Iteration 188Q: 24 clusters Score -1.047596e+08 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 23250 members 
Mstep: Class 3 contains 46618 members 
Mstep: Class 4 contains 237010 members 
Mstep: Class 5 contains 13851 members 
Mstep: Class 6 contains 6580 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59011 members 
Mstep: Class 9 contains 41164 members 
Mstep: Class 10 contains 22103 members 
Mstep: Class 11 contains 8754 members 
Mstep: Class 12 contains 17337 members 
Mstep: Class 13 contains 34556 members 
Mstep: Class 14 contains 2111 members 
Mstep: Class 15 contains 4418 members 
Mstep: Class 16 contains 1942 members 
Mstep: Class 17 contains 2665 members 
Mstep: Class 18 contains 207211 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19397 members 
Mstep: Class 21 contains 72793 members 
Mstep: Class 23 contains 28231 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
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Iteration 189Q: 24 clusters Score -1.047596e+08 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 23304 members 
Mstep: Class 3 contains 46601 members 
Mstep: Class 4 contains 236920 members 
Mstep: Class 5 contains 13849 members 
Mstep: Class 6 contains 6580 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59036 members 
Mstep: Class 9 contains 41194 members 
Mstep: Class 10 contains 22106 members 
Mstep: Class 11 contains 8747 members 
Mstep: Class 12 contains 17363 members 
Mstep: Class 13 contains 34545 members 
Mstep: Class 14 contains 2109 members 
Mstep: Class 15 contains 4413 members 
Mstep: Class 16 contains 1942 members 
Mstep: Class 17 contains 2665 members 
Mstep: Class 18 contains 207075 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19400 members 
Mstep: Class 21 contains 72721 members 
Mstep: Class 23 contains 28427 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
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Iteration 190Q: 24 clusters Score -1.047599e+08 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 23368 members 
Mstep: Class 3 contains 46580 members 
Mstep: Class 4 contains 236811 members 
Mstep: Class 5 contains 13841 members 
Mstep: Class 6 contains 6580 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59056 members 
Mstep: Class 9 contains 41231 members 
Mstep: Class 10 contains 22110 members 
Mstep: Class 11 contains 8740 members 
Mstep: Class 12 contains 17389 members 
Mstep: Class 13 contains 34538 members 
Mstep: Class 14 contains 2112 members 
Mstep: Class 15 contains 4414 members 
Mstep: Class 16 contains 1941 members 
Mstep: Class 17 contains 2665 members 
Mstep: Class 18 contains 206972 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19406 members 
Mstep: Class 21 contains 72652 members 
Mstep: Class 23 contains 28588 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759936.000000 Penalty: 77926.218750
Iteration 191Q: 24 clusters Score -1.047599e+08 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 23423 members 
Mstep: Class 3 contains 46563 members 
Mstep: Class 4 contains 236711 members 
Mstep: Class 5 contains 13835 members 
Mstep: Class 6 contains 6581 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59099 members 
Mstep: Class 9 contains 41252 members 
Mstep: Class 10 contains 22109 members 
Mstep: Class 11 contains 8731 members 
Mstep: Class 12 contains 17408 members 
Mstep: Class 13 contains 34522 members 
Mstep: Class 14 contains 2115 members 
Mstep: Class 15 contains 4409 members 
Mstep: Class 16 contains 1939 members 
Mstep: Class 17 contains 2665 members 
Mstep: Class 18 contains 206914 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19402 members 
Mstep: Class 21 contains 72580 members 
Mstep: Class 23 contains 28732 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759776.000000 Penalty: 77926.218750
Iteration 192Q: 24 clusters Score -1.047598e+08 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 23475 members 
Mstep: Class 3 contains 46546 members 
Mstep: Class 4 contains 236655 members 
Mstep: Class 5 contains 13831 members 
Mstep: Class 6 contains 6581 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59123 members 
Mstep: Class 9 contains 41263 members 
Mstep: Class 10 contains 22111 members 
Mstep: Class 11 contains 8715 members 
Mstep: Class 12 contains 17418 members 
Mstep: Class 13 contains 34518 members 
Mstep: Class 14 contains 2120 members 
Mstep: Class 15 contains 4402 members 
Mstep: Class 16 contains 1939 members 
Mstep: Class 17 contains 2665 members 
Mstep: Class 18 contains 206835 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19398 members 
Mstep: Class 21 contains 72504 members 
Mstep: Class 23 contains 28888 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759848.000000 Penalty: 77926.218750
Iteration 193Q: 24 clusters Score -1.047598e+08 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 23513 members 
Mstep: Class 3 contains 46525 members 
Mstep: Class 4 contains 236564 members 
Mstep: Class 5 contains 13824 members 
Mstep: Class 6 contains 6581 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59143 members 
Mstep: Class 9 contains 41281 members 
Mstep: Class 10 contains 22114 members 
Mstep: Class 11 contains 8704 members 
Mstep: Class 12 contains 17432 members 
Mstep: Class 13 contains 34515 members 
Mstep: Class 14 contains 2120 members 
Mstep: Class 15 contains 4397 members 
Mstep: Class 16 contains 1939 members 
Mstep: Class 17 contains 2665 members 
Mstep: Class 18 contains 206802 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19404 members 
Mstep: Class 21 contains 72402 members 
Mstep: Class 23 contains 29057 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759832.000000 Penalty: 77926.218750
Iteration 194Q: 24 clusters Score -1.047598e+08 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 23553 members 
Mstep: Class 3 contains 46506 members 
Mstep: Class 4 contains 236418 members 
Mstep: Class 5 contains 13821 members 
Mstep: Class 6 contains 6581 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59176 members 
Mstep: Class 9 contains 41300 members 
Mstep: Class 10 contains 22117 members 
Mstep: Class 11 contains 8689 members 
Mstep: Class 12 contains 17444 members 
Mstep: Class 13 contains 34510 members 
Mstep: Class 14 contains 2122 members 
Mstep: Class 15 contains 4392 members 
Mstep: Class 16 contains 1939 members 
Mstep: Class 17 contains 2665 members 
Mstep: Class 18 contains 206776 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19413 members 
Mstep: Class 21 contains 72311 members 
Mstep: Class 23 contains 29245 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759968.000000 Penalty: 77926.218750
Iteration 195Q: 24 clusters Score -1.0476e+08 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 23588 members 
Mstep: Class 3 contains 46486 members 
Mstep: Class 4 contains 236245 members 
Mstep: Class 5 contains 13816 members 
Mstep: Class 6 contains 6580 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59225 members 
Mstep: Class 9 contains 41322 members 
Mstep: Class 10 contains 22118 members 
Mstep: Class 11 contains 8679 members 
Mstep: Class 12 contains 17454 members 
Mstep: Class 13 contains 34507 members 
Mstep: Class 14 contains 2124 members 
Mstep: Class 15 contains 4389 members 
Mstep: Class 16 contains 1941 members 
Mstep: Class 17 contains 2665 members 
Mstep: Class 18 contains 206747 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19417 members 
Mstep: Class 21 contains 72228 members 
Mstep: Class 23 contains 29446 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759968.000000 Penalty: 77926.218750
Iteration 196Q: 24 clusters Score -1.0476e+08 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 23623 members 
Mstep: Class 3 contains 46465 members 
Mstep: Class 4 contains 236025 members 
Mstep: Class 5 contains 13814 members 
Mstep: Class 6 contains 6579 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59271 members 
Mstep: Class 9 contains 41346 members 
Mstep: Class 10 contains 22118 members 
Mstep: Class 11 contains 8664 members 
Mstep: Class 12 contains 17469 members 
Mstep: Class 13 contains 34496 members 
Mstep: Class 14 contains 2127 members 
Mstep: Class 15 contains 4388 members 
Mstep: Class 16 contains 1942 members 
Mstep: Class 17 contains 2666 members 
Mstep: Class 18 contains 206764 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19418 members 
Mstep: Class 21 contains 72149 members 
Mstep: Class 23 contains 29651 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759832.000000 Penalty: 77926.218750
Iteration 197Q: 24 clusters Score -1.047598e+08 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 23646 members 
Mstep: Class 3 contains 46460 members 
Mstep: Class 4 contains 235823 members 
Mstep: Class 5 contains 13809 members 
Mstep: Class 6 contains 6578 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59304 members 
Mstep: Class 9 contains 41368 members 
Mstep: Class 10 contains 22123 members 
Mstep: Class 11 contains 8645 members 
Mstep: Class 12 contains 17491 members 
Mstep: Class 13 contains 34493 members 
Mstep: Class 14 contains 2130 members 
Mstep: Class 15 contains 4387 members 
Mstep: Class 16 contains 1943 members 
Mstep: Class 17 contains 2666 members 
Mstep: Class 18 contains 206721 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19427 members 
Mstep: Class 21 contains 72093 members 
Mstep: Class 23 contains 29867 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759768.000000 Penalty: 77926.218750
Iteration 198Q: 24 clusters Score -1.047598e+08 nChanged 1274
Entering ConstructFrom: 
Score: -104759768.000000 Penalty: 77926.218750
Entering ConstructFrom: 
Trying to split cluster 1 (5412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Entering Unmasked Estep 
Score: -684556.562500 Penalty: 2131.900635
	Iteration 0F: 2 clusters Score -684556.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -679783.562500 Penalty: 4263.801270
	Iteration 0F: 3 clusters Score -679783.6 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -680897.625000 Penalty: 4263.801270
	Iteration 1F: 3 clusters Score -680897.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -681114.250000 Penalty: 4263.801270
	Iteration 2F: 3 clusters Score -681114.2 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -681247.125000 Penalty: 4263.801270
	Iteration 3F: 3 clusters Score -681247.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -681340.812500 Penalty: 4263.801270
	Iteration 4Q: 3 clusters Score -681340.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -681405.375000 Penalty: 4263.801270
	Iteration 5Q: 3 clusters Score -681405.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -681442.687500 Penalty: 4263.801270
	Iteration 6Q: 3 clusters Score -681442.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -681474.687500 Penalty: 4263.801270
	Iteration 7Q: 3 clusters Score -681474.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -681502.125000 Penalty: 4263.801270
	Iteration 8Q: 3 clusters Score -681502.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -681525.562500 Penalty: 4263.801270
	Iteration 9Q: 3 clusters Score -681525.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -681540.687500 Penalty: 4263.801270
	Iteration 10Q: 3 clusters Score -681540.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -681553.812500 Penalty: 4263.801270
	Iteration 11Q: 3 clusters Score -681553.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -681563.937500 Penalty: 4263.801270
	Iteration 12Q: 3 clusters Score -681563.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -681574.187500 Penalty: 4263.801270
	Iteration 13Q: 3 clusters Score -681574.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -681581.375000 Penalty: 4263.801270
	Iteration 14Q: 3 clusters Score -681581.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -681589.125000 Penalty: 4263.801270
	Iteration 15Q: 3 clusters Score -681589.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -681594.375000 Penalty: 4263.801270
	Iteration 16Q: 3 clusters Score -681594.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -681603.062500 Penalty: 4263.801270
	Iteration 17Q: 3 clusters Score -681603.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -681607.250000 Penalty: 4263.801270
	Iteration 18Q: 3 clusters Score -681607.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -681612.812500 Penalty: 4263.801270
	Iteration 19Q: 3 clusters Score -681612.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -681621.437500 Penalty: 4263.801270
	Iteration 20F: 3 clusters Score -681621.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -681632.625000 Penalty: 4263.801270
	Iteration 21Q: 3 clusters Score -681632.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -681642.500000 Penalty: 4263.801270
	Iteration 22Q: 3 clusters Score -681642.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -681648.187500 Penalty: 4263.801270
	Iteration 23Q: 3 clusters Score -681648.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -681652.687500 Penalty: 4263.801270
	Iteration 24Q: 3 clusters Score -681652.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -681659.625000 Penalty: 4263.801270
	Iteration 25Q: 3 clusters Score -681659.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -681663.312500 Penalty: 4263.801270
	Iteration 26Q: 3 clusters Score -681663.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -681667.937500 Penalty: 4263.801270
	Iteration 27Q: 3 clusters Score -681667.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -681669.187500 Penalty: 4263.801270
	Iteration 28Q: 3 clusters Score -681669.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -681671.625000 Penalty: 4263.801270
	Iteration 29Q: 3 clusters Score -681671.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -681675.187500 Penalty: 4263.801270
	Iteration 30Q: 3 clusters Score -681675.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -681680.250000 Penalty: 4263.801270
	Iteration 31Q: 3 clusters Score -681680.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -681686.125000 Penalty: 4263.801270
	Iteration 32Q: 3 clusters Score -681686.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -681688.062500 Penalty: 4263.801270
	Iteration 33Q: 3 clusters Score -681688.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -681689.875000 Penalty: 4263.801270
	Iteration 34Q: 3 clusters Score -681689.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -681692.437500 Penalty: 4263.801270
	Iteration 35Q: 3 clusters Score -681692.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -681693.000000 Penalty: 4263.801270
	Iteration 36Q: 3 clusters Score -681693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -681695.000000 Penalty: 4263.801270
	Iteration 37Q: 3 clusters Score -681695 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -681696.000000 Penalty: 4263.801270
	Iteration 38Q: 3 clusters Score -681696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -681697.187500 Penalty: 4263.801270
	Iteration 39Q: 3 clusters Score -681697.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -681700.750000 Penalty: 4263.801270
	Iteration 40F: 3 clusters Score -681700.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -681700.812500 Penalty: 4263.801270
	Iteration 41Q: 3 clusters Score -681700.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -681701.500000 Penalty: 4263.801270
	Iteration 42Q: 3 clusters Score -681701.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -681703.062500 Penalty: 4263.801270
	Iteration 43Q: 3 clusters Score -681703.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -681705.062500 Penalty: 4263.801270
	Iteration 44Q: 3 clusters Score -681705.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -681704.750000 Penalty: 4263.801270
	Iteration 45Q: 3 clusters Score -681704.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -681707.625000 Penalty: 4263.801270
	Iteration 46Q: 3 clusters Score -681707.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -681709.937500 Penalty: 4263.801270
	Iteration 47Q: 3 clusters Score -681709.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -681709.437500 Penalty: 4263.801270
	Iteration 48Q: 3 clusters Score -681709.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -681709.937500 Penalty: 4263.801270
	Iteration 49Q: 3 clusters Score -681709.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -681709.875000 Penalty: 4263.801270
	Iteration 50Q: 3 clusters Score -681709.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -681710.687500 Penalty: 4263.801270
	Iteration 51Q: 3 clusters Score -681710.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -681711.250000 Penalty: 4263.801270
	Iteration 52Q: 3 clusters Score -681711.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -681711.937500 Penalty: 4263.801270
	Iteration 53Q: 3 clusters Score -681711.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -681712.312500 Penalty: 4263.801270
	Iteration 54Q: 3 clusters Score -681712.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -681711.500000 Penalty: 4263.801270
	Iteration 55Q: 3 clusters Score -681711.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -681711.500000 Penalty: 4263.801270
	Iteration 56F: 3 clusters Score -681711.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (23668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Entering Unmasked Estep 
Score: -2986975.000000 Penalty: 2497.826172
	Iteration 0F: 2 clusters Score -2986975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -2970476.750000 Penalty: 4995.652344
	Iteration 0F: 3 clusters Score -2970477 nChanged 10619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -2976117.750000 Penalty: 4995.652344
	Iteration 1F: 3 clusters Score -2976118 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -2976426.750000 Penalty: 4995.652344
	Iteration 2Q: 3 clusters Score -2976427 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -2976656.000000 Penalty: 4995.652344
	Iteration 3Q: 3 clusters Score -2976656 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -2976877.250000 Penalty: 4995.652344
	Iteration 4Q: 3 clusters Score -2976877 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -2977062.250000 Penalty: 4995.652344
	Iteration 5Q: 3 clusters Score -2977062 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 13180 members 
Entering Unmasked Estep 
Score: -2977295.500000 Penalty: 4995.652344
	Iteration 6Q: 3 clusters Score -2977296 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -2977499.000000 Penalty: 4995.652344
	Iteration 7Q: 3 clusters Score -2977499 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -2977758.000000 Penalty: 4995.652344
	Iteration 8Q: 3 clusters Score -2977758 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -2978124.500000 Penalty: 4995.652344
	Iteration 9Q: 3 clusters Score -2978124 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -2978593.500000 Penalty: 4995.652344
	Iteration 10Q: 3 clusters Score -2978594 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 16761 members 
Entering Unmasked Estep 
Score: -2979250.000000 Penalty: 4995.652344
	Iteration 11Q: 3 clusters Score -2979250 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -2980115.250000 Penalty: 4995.652344
	Iteration 12F: 3 clusters Score -2980115 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -2981223.000000 Penalty: 4995.652344
	Iteration 13F: 3 clusters Score -2981223 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -2982377.000000 Penalty: 4995.652344
	Iteration 14F: 3 clusters Score -2982377 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -2983292.750000 Penalty: 4995.652344
	Iteration 15Q: 3 clusters Score -2983293 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -2983848.750000 Penalty: 4995.652344
	Iteration 16Q: 3 clusters Score -2983849 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -2984217.750000 Penalty: 4995.652344
	Iteration 17Q: 3 clusters Score -2984218 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -2984433.250000 Penalty: 4995.652344
	Iteration 18Q: 3 clusters Score -2984433 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -2984553.250000 Penalty: 4995.652344
	Iteration 19Q: 3 clusters Score -2984553 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -2984633.000000 Penalty: 4995.652344
	Iteration 20F: 3 clusters Score -2984633 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -2984678.500000 Penalty: 4995.652344
	Iteration 21Q: 3 clusters Score -2984678 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -2984704.750000 Penalty: 4995.652344
	Iteration 22Q: 3 clusters Score -2984705 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 23280 members 
Entering Unmasked Estep 
Score: -2984741.000000 Penalty: 4995.652344
	Iteration 23Q: 3 clusters Score -2984741 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 23291 members 
Entering Unmasked Estep 
Score: -2984761.000000 Penalty: 4995.652344
	Iteration 24Q: 3 clusters Score -2984761 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -2984780.000000 Penalty: 4995.652344
	Iteration 25Q: 3 clusters Score -2984780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -2984791.000000 Penalty: 4995.652344
	Iteration 26Q: 3 clusters Score -2984791 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -2984812.000000 Penalty: 4995.652344
	Iteration 27Q: 3 clusters Score -2984812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -2984824.500000 Penalty: 4995.652344
	Iteration 28Q: 3 clusters Score -2984824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -2984835.750000 Penalty: 4995.652344
	Iteration 29Q: 3 clusters Score -2984836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -2984844.250000 Penalty: 4995.652344
	Iteration 30Q: 3 clusters Score -2984844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -2984845.500000 Penalty: 4995.652344
	Iteration 31Q: 3 clusters Score -2984846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -2984845.500000 Penalty: 4995.652344
	Iteration 32F: 3 clusters Score -2984846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (46454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46454 members 
Entering Unmasked Estep 
Score: -5858966.000000 Penalty: 2665.062012
	Iteration 0F: 2 clusters Score -5858966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23435 members 
Mstep: Class 2 contains 23019 members 
Entering Unmasked Estep 
Score: -5827695.500000 Penalty: 5330.124023
	Iteration 0F: 3 clusters Score -5827696 nChanged 21324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -5839303.500000 Penalty: 5330.124023
	Iteration 1F: 3 clusters Score -5839304 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -5840087.500000 Penalty: 5330.124023
	Iteration 2Q: 3 clusters Score -5840088 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26804 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -5840975.500000 Penalty: 5330.124023
	Iteration 3Q: 3 clusters Score -5840976 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28593 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -5842132.000000 Penalty: 5330.124023
	Iteration 4F: 3 clusters Score -5842132 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -5843768.000000 Penalty: 5330.124023
	Iteration 5F: 3 clusters Score -5843768 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -5846188.000000 Penalty: 5330.124023
	Iteration 6F: 3 clusters Score -5846188 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37585 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -5849176.000000 Penalty: 5330.124023
	Iteration 7F: 3 clusters Score -5849176 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40774 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -5852136.000000 Penalty: 5330.124023
	Iteration 8F: 3 clusters Score -5852136 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43097 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -5854262.000000 Penalty: 5330.124023
	Iteration 9F: 3 clusters Score -5854262 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44451 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -5855438.000000 Penalty: 5330.124023
	Iteration 10Q: 3 clusters Score -5855438 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45100 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -5856006.000000 Penalty: 5330.124023
	Iteration 11Q: 3 clusters Score -5856006 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45423 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -5856279.500000 Penalty: 5330.124023
	Iteration 12Q: 3 clusters Score -5856280 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45609 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5856457.500000 Penalty: 5330.124023
	Iteration 13Q: 3 clusters Score -5856458 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45716 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -5856578.500000 Penalty: 5330.124023
	Iteration 14Q: 3 clusters Score -5856578 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45781 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -5856669.500000 Penalty: 5330.124023
	Iteration 15Q: 3 clusters Score -5856670 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45833 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -5856748.500000 Penalty: 5330.124023
	Iteration 16Q: 3 clusters Score -5856748 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45877 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -5856813.000000 Penalty: 5330.124023
	Iteration 17Q: 3 clusters Score -5856813 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45895 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5856829.000000 Penalty: 5330.124023
	Iteration 18Q: 3 clusters Score -5856829 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45906 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -5856868.000000 Penalty: 5330.124023
	Iteration 19Q: 3 clusters Score -5856868 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45925 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -5856889.500000 Penalty: 5330.124023
	Iteration 20F: 3 clusters Score -5856890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45939 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5856915.000000 Penalty: 5330.124023
	Iteration 21Q: 3 clusters Score -5856915 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45946 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -5856924.500000 Penalty: 5330.124023
	Iteration 22Q: 3 clusters Score -5856924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45952 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5856939.500000 Penalty: 5330.124023
	Iteration 23Q: 3 clusters Score -5856940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45960 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5856961.500000 Penalty: 5330.124023
	Iteration 24Q: 3 clusters Score -5856962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45964 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -5856976.500000 Penalty: 5330.124023
	Iteration 25Q: 3 clusters Score -5856976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45964 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -5856992.000000 Penalty: 5330.124023
	Iteration 26Q: 3 clusters Score -5856992 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45965 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5857002.000000 Penalty: 5330.124023
	Iteration 27Q: 3 clusters Score -5857002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45968 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -5856998.500000 Penalty: 5330.124023
	Iteration 28Q: 3 clusters Score -5856998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45969 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5856999.500000 Penalty: 5330.124023
	Iteration 29Q: 3 clusters Score -5857000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45970 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5856997.000000 Penalty: 5330.124023
	Iteration 30Q: 3 clusters Score -5856997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45970 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5856997.000000 Penalty: 5330.124023
	Iteration 31F: 3 clusters Score -5856997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (235662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235662 members 
Entering Unmasked Estep 
Score: -29274162.000000 Penalty: 3067.798096
	Iteration 0F: 2 clusters Score -2.927416e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117726 members 
Mstep: Class 2 contains 117936 members 
Entering Unmasked Estep 
Score: -29126008.000000 Penalty: 6135.596191
	Iteration 0F: 3 clusters Score -2.912601e+07 nChanged 113737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117257 members 
Mstep: Class 2 contains 118405 members 
Entering Unmasked Estep 
Score: -29195782.000000 Penalty: 6135.596191
	Iteration 1F: 3 clusters Score -2.919578e+07 nChanged 9473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117914 members 
Mstep: Class 2 contains 117748 members 
Entering Unmasked Estep 
Score: -29199598.000000 Penalty: 6135.596191
	Iteration 2Q: 3 clusters Score -2.91996e+07 nChanged 11408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119732 members 
Mstep: Class 2 contains 115930 members 
Entering Unmasked Estep 
Score: -29205496.000000 Penalty: 6135.596191
	Iteration 3Q: 3 clusters Score -2.92055e+07 nChanged 14142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123466 members 
Mstep: Class 2 contains 112196 members 
Entering Unmasked Estep 
Score: -29213862.000000 Penalty: 6135.596191
	Iteration 4F: 3 clusters Score -2.921386e+07 nChanged 16675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129549 members 
Mstep: Class 2 contains 106113 members 
Entering Unmasked Estep 
Score: -29225402.000000 Penalty: 6135.596191
	Iteration 5F: 3 clusters Score -2.92254e+07 nChanged 17852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137165 members 
Mstep: Class 2 contains 98497 members 
Entering Unmasked Estep 
Score: -29240674.000000 Penalty: 6135.596191
	Iteration 6F: 3 clusters Score -2.924067e+07 nChanged 16292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144129 members 
Mstep: Class 2 contains 91533 members 
Entering Unmasked Estep 
Score: -29253386.000000 Penalty: 6135.596191
	Iteration 7F: 3 clusters Score -2.925339e+07 nChanged 11595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148970 members 
Mstep: Class 2 contains 86692 members 
Entering Unmasked Estep 
Score: -29259850.000000 Penalty: 6135.596191
	Iteration 8Q: 3 clusters Score -2.925985e+07 nChanged 6989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152861 members 
Mstep: Class 2 contains 82801 members 
Entering Unmasked Estep 
Score: -29262600.000000 Penalty: 6135.596191
	Iteration 9Q: 3 clusters Score -2.92626e+07 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156535 members 
Mstep: Class 2 contains 79127 members 
Entering Unmasked Estep 
Score: -29264758.000000 Penalty: 6135.596191
	Iteration 10Q: 3 clusters Score -2.926476e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159796 members 
Mstep: Class 2 contains 75866 members 
Entering Unmasked Estep 
Score: -29266188.000000 Penalty: 6135.596191
	Iteration 11Q: 3 clusters Score -2.926619e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162846 members 
Mstep: Class 2 contains 72816 members 
Entering Unmasked Estep 
Score: -29267302.000000 Penalty: 6135.596191
	Iteration 12Q: 3 clusters Score -2.92673e+07 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165648 members 
Mstep: Class 2 contains 70014 members 
Entering Unmasked Estep 
Score: -29268306.000000 Penalty: 6135.596191
	Iteration 13Q: 3 clusters Score -2.926831e+07 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168363 members 
Mstep: Class 2 contains 67299 members 
Entering Unmasked Estep 
Score: -29269108.000000 Penalty: 6135.596191
	Iteration 14Q: 3 clusters Score -2.926911e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170974 members 
Mstep: Class 2 contains 64688 members 
Entering Unmasked Estep 
Score: -29269832.000000 Penalty: 6135.596191
	Iteration 15Q: 3 clusters Score -2.926983e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173452 members 
Mstep: Class 2 contains 62210 members 
Entering Unmasked Estep 
Score: -29270298.000000 Penalty: 6135.596191
	Iteration 16Q: 3 clusters Score -2.92703e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175909 members 
Mstep: Class 2 contains 59753 members 
Entering Unmasked Estep 
Score: -29270736.000000 Penalty: 6135.596191
	Iteration 17Q: 3 clusters Score -2.927074e+07 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178360 members 
Mstep: Class 2 contains 57302 members 
Entering Unmasked Estep 
Score: -29271266.000000 Penalty: 6135.596191
	Iteration 18Q: 3 clusters Score -2.927127e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180780 members 
Mstep: Class 2 contains 54882 members 
Entering Unmasked Estep 
Score: -29271762.000000 Penalty: 6135.596191
	Iteration 19Q: 3 clusters Score -2.927176e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183205 members 
Mstep: Class 2 contains 52457 members 
Entering Unmasked Estep 
Score: -29272370.000000 Penalty: 6135.596191
	Iteration 20F: 3 clusters Score -2.927237e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185565 members 
Mstep: Class 2 contains 50097 members 
Entering Unmasked Estep 
Score: -29272778.000000 Penalty: 6135.596191
	Iteration 21Q: 3 clusters Score -2.927278e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188009 members 
Mstep: Class 2 contains 47653 members 
Entering Unmasked Estep 
Score: -29273068.000000 Penalty: 6135.596191
	Iteration 22Q: 3 clusters Score -2.927307e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190406 members 
Mstep: Class 2 contains 45256 members 
Entering Unmasked Estep 
Score: -29273384.000000 Penalty: 6135.596191
	Iteration 23Q: 3 clusters Score -2.927338e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192821 members 
Mstep: Class 2 contains 42841 members 
Entering Unmasked Estep 
Score: -29273688.000000 Penalty: 6135.596191
	Iteration 24Q: 3 clusters Score -2.927369e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195124 members 
Mstep: Class 2 contains 40538 members 
Entering Unmasked Estep 
Score: -29273932.000000 Penalty: 6135.596191
	Iteration 25Q: 3 clusters Score -2.927393e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197440 members 
Mstep: Class 2 contains 38222 members 
Entering Unmasked Estep 
Score: -29274120.000000 Penalty: 6135.596191
	Iteration 26Q: 3 clusters Score -2.927412e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199808 members 
Mstep: Class 2 contains 35854 members 
Entering Unmasked Estep 
Score: -29274188.000000 Penalty: 6135.596191
	Iteration 27Q: 3 clusters Score -2.927419e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202266 members 
Mstep: Class 2 contains 33396 members 
Entering Unmasked Estep 
Score: -29274718.000000 Penalty: 6135.596191
	Iteration 28Q: 3 clusters Score -2.927472e+07 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204778 members 
Mstep: Class 2 contains 30884 members 
Entering Unmasked Estep 
Score: -29274820.000000 Penalty: 6135.596191
	Iteration 29Q: 3 clusters Score -2.927482e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207277 members 
Mstep: Class 2 contains 28385 members 
Entering Unmasked Estep 
Score: -29274878.000000 Penalty: 6135.596191
	Iteration 30Q: 3 clusters Score -2.927488e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209646 members 
Mstep: Class 2 contains 26016 members 
Entering Unmasked Estep 
Score: -29274852.000000 Penalty: 6135.596191
	Iteration 31Q: 3 clusters Score -2.927485e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212052 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -29274968.000000 Penalty: 6135.596191
	Iteration 32Q: 3 clusters Score -2.927497e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214418 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -29275060.000000 Penalty: 6135.596191
	Iteration 33Q: 3 clusters Score -2.927506e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216638 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -29275060.000000 Penalty: 6135.596191
	Iteration 34Q: 3 clusters Score -2.927506e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218733 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -29274966.000000 Penalty: 6135.596191
	Iteration 35Q: 3 clusters Score -2.927497e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220626 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -29274752.000000 Penalty: 6135.596191
	Iteration 36Q: 3 clusters Score -2.927475e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222358 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -29274674.000000 Penalty: 6135.596191
	Iteration 37Q: 3 clusters Score -2.927467e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223890 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -29274632.000000 Penalty: 6135.596191
	Iteration 38Q: 3 clusters Score -2.927463e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225214 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -29274650.000000 Penalty: 6135.596191
	Iteration 39Q: 3 clusters Score -2.927465e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226366 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -29274668.000000 Penalty: 6135.596191
	Iteration 40F: 3 clusters Score -2.927467e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227428 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -29274418.000000 Penalty: 6135.596191
	Iteration 41Q: 3 clusters Score -2.927442e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228329 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -29274300.000000 Penalty: 6135.596191
	Iteration 42Q: 3 clusters Score -2.92743e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229097 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -29274104.000000 Penalty: 6135.596191
	Iteration 43Q: 3 clusters Score -2.92741e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229795 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -29274026.000000 Penalty: 6135.596191
	Iteration 44Q: 3 clusters Score -2.927403e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230372 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -29273998.000000 Penalty: 6135.596191
	Iteration 45Q: 3 clusters Score -2.9274e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230871 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -29273952.000000 Penalty: 6135.596191
	Iteration 46Q: 3 clusters Score -2.927395e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231291 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -29273706.000000 Penalty: 6135.596191
	Iteration 47Q: 3 clusters Score -2.927371e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231640 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -29273672.000000 Penalty: 6135.596191
	Iteration 48Q: 3 clusters Score -2.927367e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231916 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -29273650.000000 Penalty: 6135.596191
	Iteration 49Q: 3 clusters Score -2.927365e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232157 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -29273650.000000 Penalty: 6135.596191
	Iteration 50Q: 3 clusters Score -2.927365e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232362 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -29273662.000000 Penalty: 6135.596191
	Iteration 51Q: 3 clusters Score -2.927366e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232539 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -29273558.000000 Penalty: 6135.596191
	Iteration 52Q: 3 clusters Score -2.927356e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232689 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -29273576.000000 Penalty: 6135.596191
	Iteration 53Q: 3 clusters Score -2.927358e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232824 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -29273542.000000 Penalty: 6135.596191
	Iteration 54Q: 3 clusters Score -2.927354e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232922 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -29273542.000000 Penalty: 6135.596191
	Iteration 55Q: 3 clusters Score -2.927354e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233010 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -29273472.000000 Penalty: 6135.596191
	Iteration 56Q: 3 clusters Score -2.927347e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233071 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -29273524.000000 Penalty: 6135.596191
	Iteration 57Q: 3 clusters Score -2.927352e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233135 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -29273482.000000 Penalty: 6135.596191
	Iteration 58Q: 3 clusters Score -2.927348e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233185 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -29273466.000000 Penalty: 6135.596191
	Iteration 59Q: 3 clusters Score -2.927347e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233224 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -29273478.000000 Penalty: 6135.596191
	Iteration 60F: 3 clusters Score -2.927348e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233257 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -29273472.000000 Penalty: 6135.596191
	Iteration 61Q: 3 clusters Score -2.927347e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233290 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -29273450.000000 Penalty: 6135.596191
	Iteration 62Q: 3 clusters Score -2.927345e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233320 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -29273466.000000 Penalty: 6135.596191
	Iteration 63Q: 3 clusters Score -2.927347e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233361 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -29273436.000000 Penalty: 6135.596191
	Iteration 64Q: 3 clusters Score -2.927344e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233398 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -29273416.000000 Penalty: 6135.596191
	Iteration 65Q: 3 clusters Score -2.927342e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233425 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -29273396.000000 Penalty: 6135.596191
	Iteration 66Q: 3 clusters Score -2.92734e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233439 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -29273406.000000 Penalty: 6135.596191
	Iteration 67Q: 3 clusters Score -2.927341e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233454 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -29273386.000000 Penalty: 6135.596191
	Iteration 68Q: 3 clusters Score -2.927339e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233467 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -29273394.000000 Penalty: 6135.596191
	Iteration 69Q: 3 clusters Score -2.927339e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233474 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -29273396.000000 Penalty: 6135.596191
	Iteration 70Q: 3 clusters Score -2.92734e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233484 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -29273412.000000 Penalty: 6135.596191
	Iteration 71Q: 3 clusters Score -2.927341e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233497 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -29273394.000000 Penalty: 6135.596191
	Iteration 72Q: 3 clusters Score -2.927339e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233505 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -29273356.000000 Penalty: 6135.596191
	Iteration 73Q: 3 clusters Score -2.927336e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233521 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -29273356.000000 Penalty: 6135.596191
	Iteration 74Q: 3 clusters Score -2.927336e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233530 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -29273330.000000 Penalty: 6135.596191
	Iteration 75Q: 3 clusters Score -2.927333e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233540 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -29273332.000000 Penalty: 6135.596191
	Iteration 76Q: 3 clusters Score -2.927333e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233550 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -29273336.000000 Penalty: 6135.596191
	Iteration 77Q: 3 clusters Score -2.927334e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233565 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -29273352.000000 Penalty: 6135.596191
	Iteration 78Q: 3 clusters Score -2.927335e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233570 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -29273354.000000 Penalty: 6135.596191
	Iteration 79Q: 3 clusters Score -2.927335e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233575 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -29273348.000000 Penalty: 6135.596191
	Iteration 80F: 3 clusters Score -2.927335e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233581 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -29273336.000000 Penalty: 6135.596191
	Iteration 81Q: 3 clusters Score -2.927334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233586 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -29273344.000000 Penalty: 6135.596191
	Iteration 82Q: 3 clusters Score -2.927334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233591 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -29273348.000000 Penalty: 6135.596191
	Iteration 83Q: 3 clusters Score -2.927335e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233599 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -29273336.000000 Penalty: 6135.596191
	Iteration 84Q: 3 clusters Score -2.927334e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233610 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -29273330.000000 Penalty: 6135.596191
	Iteration 85Q: 3 clusters Score -2.927333e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233627 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -29273346.000000 Penalty: 6135.596191
	Iteration 86Q: 3 clusters Score -2.927335e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233644 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -29273354.000000 Penalty: 6135.596191
	Iteration 87Q: 3 clusters Score -2.927335e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233663 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -29273318.000000 Penalty: 6135.596191
	Iteration 88Q: 3 clusters Score -2.927332e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233686 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -29273326.000000 Penalty: 6135.596191
	Iteration 89Q: 3 clusters Score -2.927333e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233710 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -29273342.000000 Penalty: 6135.596191
	Iteration 90Q: 3 clusters Score -2.927334e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233733 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -29273342.000000 Penalty: 6135.596191
	Iteration 91Q: 3 clusters Score -2.927334e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233752 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -29273338.000000 Penalty: 6135.596191
	Iteration 92Q: 3 clusters Score -2.927334e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233765 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -29273328.000000 Penalty: 6135.596191
	Iteration 93Q: 3 clusters Score -2.927333e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233779 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -29273302.000000 Penalty: 6135.596191
	Iteration 94Q: 3 clusters Score -2.92733e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233793 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -29273300.000000 Penalty: 6135.596191
	Iteration 95Q: 3 clusters Score -2.92733e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233801 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -29273300.000000 Penalty: 6135.596191
	Iteration 96Q: 3 clusters Score -2.92733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233803 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -29273288.000000 Penalty: 6135.596191
	Iteration 97Q: 3 clusters Score -2.927329e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233810 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -29273292.000000 Penalty: 6135.596191
	Iteration 98Q: 3 clusters Score -2.927329e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233816 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -29273280.000000 Penalty: 6135.596191
	Iteration 99Q: 3 clusters Score -2.927328e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233819 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -29273282.000000 Penalty: 6135.596191
	Iteration 100F: 3 clusters Score -2.927328e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233823 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -29273266.000000 Penalty: 6135.596191
	Iteration 101Q: 3 clusters Score -2.927327e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233828 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -29273260.000000 Penalty: 6135.596191
	Iteration 102Q: 3 clusters Score -2.927326e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233832 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -29273258.000000 Penalty: 6135.596191
	Iteration 103Q: 3 clusters Score -2.927326e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233833 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -29273266.000000 Penalty: 6135.596191
	Iteration 104Q: 3 clusters Score -2.927327e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233838 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -29273258.000000 Penalty: 6135.596191
	Iteration 105Q: 3 clusters Score -2.927326e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233842 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -29273242.000000 Penalty: 6135.596191
	Iteration 106Q: 3 clusters Score -2.927324e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233848 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -29273250.000000 Penalty: 6135.596191
	Iteration 107Q: 3 clusters Score -2.927325e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233853 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -29273250.000000 Penalty: 6135.596191
	Iteration 108Q: 3 clusters Score -2.927325e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233857 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -29273228.000000 Penalty: 6135.596191
	Iteration 109Q: 3 clusters Score -2.927323e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233862 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -29273242.000000 Penalty: 6135.596191
	Iteration 110Q: 3 clusters Score -2.927324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233865 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -29273236.000000 Penalty: 6135.596191
	Iteration 111Q: 3 clusters Score -2.927324e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233869 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -29273230.000000 Penalty: 6135.596191
	Iteration 112Q: 3 clusters Score -2.927323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233872 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -29273234.000000 Penalty: 6135.596191
	Iteration 113Q: 3 clusters Score -2.927323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233874 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -29273224.000000 Penalty: 6135.596191
	Iteration 114Q: 3 clusters Score -2.927322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233877 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -29273232.000000 Penalty: 6135.596191
	Iteration 115Q: 3 clusters Score -2.927323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233880 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -29273232.000000 Penalty: 6135.596191
	Iteration 116Q: 3 clusters Score -2.927323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233882 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -29273226.000000 Penalty: 6135.596191
	Iteration 117Q: 3 clusters Score -2.927323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233884 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -29273226.000000 Penalty: 6135.596191
	Iteration 118Q: 3 clusters Score -2.927323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233885 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -29273244.000000 Penalty: 6135.596191
	Iteration 119Q: 3 clusters Score -2.927324e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233884 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -29273224.000000 Penalty: 6135.596191
	Iteration 120F: 3 clusters Score -2.927322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233883 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -29273230.000000 Penalty: 6135.596191
	Iteration 121Q: 3 clusters Score -2.927323e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233883 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -29273230.000000 Penalty: 6135.596191
	Iteration 122F: 3 clusters Score -2.927323e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Entering Unmasked Estep 
Score: -1720895.375000 Penalty: 2364.202881
	Iteration 0F: 2 clusters Score -1720895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1710800.375000 Penalty: 4728.405762
	Iteration 0F: 3 clusters Score -1710800 nChanged 5877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1713897.000000 Penalty: 4728.405762
	Iteration 1F: 3 clusters Score -1713897 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1714229.375000 Penalty: 4728.405762
	Iteration 2F: 3 clusters Score -1714229 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1714476.625000 Penalty: 4728.405762
	Iteration 3Q: 3 clusters Score -1714477 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1714685.500000 Penalty: 4728.405762
	Iteration 4Q: 3 clusters Score -1714686 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -1714919.750000 Penalty: 4728.405762
	Iteration 5Q: 3 clusters Score -1714920 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -1715171.875000 Penalty: 4728.405762
	Iteration 6Q: 3 clusters Score -1715172 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -1715410.875000 Penalty: 4728.405762
	Iteration 7Q: 3 clusters Score -1715411 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1715661.375000 Penalty: 4728.405762
	Iteration 8Q: 3 clusters Score -1715661 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1715936.875000 Penalty: 4728.405762
	Iteration 9Q: 3 clusters Score -1715937 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1716273.250000 Penalty: 4728.405762
	Iteration 10Q: 3 clusters Score -1716273 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1716656.625000 Penalty: 4728.405762
	Iteration 11Q: 3 clusters Score -1716657 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1717015.750000 Penalty: 4728.405762
	Iteration 12Q: 3 clusters Score -1717016 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1717312.000000 Penalty: 4728.405762
	Iteration 13Q: 3 clusters Score -1717312 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -1717519.750000 Penalty: 4728.405762
	Iteration 14Q: 3 clusters Score -1717520 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -1717682.625000 Penalty: 4728.405762
	Iteration 15Q: 3 clusters Score -1717683 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1717797.250000 Penalty: 4728.405762
	Iteration 16Q: 3 clusters Score -1717797 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -1717900.625000 Penalty: 4728.405762
	Iteration 17Q: 3 clusters Score -1717901 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1717988.375000 Penalty: 4728.405762
	Iteration 18Q: 3 clusters Score -1717988 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1718056.500000 Penalty: 4728.405762
	Iteration 19Q: 3 clusters Score -1718056 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1718116.375000 Penalty: 4728.405762
	Iteration 20F: 3 clusters Score -1718116 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1718162.000000 Penalty: 4728.405762
	Iteration 21Q: 3 clusters Score -1718162 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1718228.500000 Penalty: 4728.405762
	Iteration 22Q: 3 clusters Score -1718228 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1718270.625000 Penalty: 4728.405762
	Iteration 23Q: 3 clusters Score -1718271 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -1718318.625000 Penalty: 4728.405762
	Iteration 24Q: 3 clusters Score -1718319 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1718348.750000 Penalty: 4728.405762
	Iteration 25Q: 3 clusters Score -1718349 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1718365.250000 Penalty: 4728.405762
	Iteration 26Q: 3 clusters Score -1718365 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -1718391.750000 Penalty: 4728.405762
	Iteration 27Q: 3 clusters Score -1718392 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -1718418.500000 Penalty: 4728.405762
	Iteration 28Q: 3 clusters Score -1718418 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -1718433.375000 Penalty: 4728.405762
	Iteration 29Q: 3 clusters Score -1718433 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1718458.500000 Penalty: 4728.405762
	Iteration 30Q: 3 clusters Score -1718458 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1718481.750000 Penalty: 4728.405762
	Iteration 31Q: 3 clusters Score -1718482 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1718518.375000 Penalty: 4728.405762
	Iteration 32Q: 3 clusters Score -1718518 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -1718543.750000 Penalty: 4728.405762
	Iteration 33Q: 3 clusters Score -1718544 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -1718571.375000 Penalty: 4728.405762
	Iteration 34Q: 3 clusters Score -1718571 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -1718599.250000 Penalty: 4728.405762
	Iteration 35Q: 3 clusters Score -1718599 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -1718639.375000 Penalty: 4728.405762
	Iteration 36Q: 3 clusters Score -1718639 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -1718673.500000 Penalty: 4728.405762
	Iteration 37Q: 3 clusters Score -1718674 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -1718709.750000 Penalty: 4728.405762
	Iteration 38Q: 3 clusters Score -1718710 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -1718731.875000 Penalty: 4728.405762
	Iteration 39Q: 3 clusters Score -1718732 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -1718751.750000 Penalty: 4728.405762
	Iteration 40F: 3 clusters Score -1718752 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -1718780.500000 Penalty: 4728.405762
	Iteration 41Q: 3 clusters Score -1718780 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -1718797.875000 Penalty: 4728.405762
	Iteration 42Q: 3 clusters Score -1718798 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -1718824.500000 Penalty: 4728.405762
	Iteration 43Q: 3 clusters Score -1718824 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1718854.125000 Penalty: 4728.405762
	Iteration 44Q: 3 clusters Score -1718854 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -1718878.125000 Penalty: 4728.405762
	Iteration 45Q: 3 clusters Score -1718878 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -1718905.750000 Penalty: 4728.405762
	Iteration 46Q: 3 clusters Score -1718906 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -1718928.625000 Penalty: 4728.405762
	Iteration 47Q: 3 clusters Score -1718929 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -1718944.750000 Penalty: 4728.405762
	Iteration 48Q: 3 clusters Score -1718945 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -1718968.125000 Penalty: 4728.405762
	Iteration 49Q: 3 clusters Score -1718968 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -1718971.500000 Penalty: 4728.405762
	Iteration 50Q: 3 clusters Score -1718972 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1718987.750000 Penalty: 4728.405762
	Iteration 51Q: 3 clusters Score -1718988 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1719002.625000 Penalty: 4728.405762
	Iteration 52Q: 3 clusters Score -1719003 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1719026.375000 Penalty: 4728.405762
	Iteration 53Q: 3 clusters Score -1719026 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -1719040.000000 Penalty: 4728.405762
	Iteration 54Q: 3 clusters Score -1719040 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -1719051.875000 Penalty: 4728.405762
	Iteration 55Q: 3 clusters Score -1719052 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1719066.000000 Penalty: 4728.405762
	Iteration 56Q: 3 clusters Score -1719066 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -1719069.875000 Penalty: 4728.405762
	Iteration 57Q: 3 clusters Score -1719070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1719085.000000 Penalty: 4728.405762
	Iteration 58Q: 3 clusters Score -1719085 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -1719091.625000 Penalty: 4728.405762
	Iteration 59Q: 3 clusters Score -1719092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1719099.750000 Penalty: 4728.405762
	Iteration 60F: 3 clusters Score -1719100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -1719102.750000 Penalty: 4728.405762
	Iteration 61Q: 3 clusters Score -1719103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -1719108.125000 Penalty: 4728.405762
	Iteration 62Q: 3 clusters Score -1719108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -1719111.750000 Penalty: 4728.405762
	Iteration 63Q: 3 clusters Score -1719112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -1719115.500000 Penalty: 4728.405762
	Iteration 64Q: 3 clusters Score -1719116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -1719119.000000 Penalty: 4728.405762
	Iteration 65Q: 3 clusters Score -1719119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -1719122.375000 Penalty: 4728.405762
	Iteration 66Q: 3 clusters Score -1719122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1719123.250000 Penalty: 4728.405762
	Iteration 67Q: 3 clusters Score -1719123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1719127.500000 Penalty: 4728.405762
	Iteration 68Q: 3 clusters Score -1719128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -1719128.500000 Penalty: 4728.405762
	Iteration 69Q: 3 clusters Score -1719128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -1719134.625000 Penalty: 4728.405762
	Iteration 70Q: 3 clusters Score -1719135 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -1719134.875000 Penalty: 4728.405762
	Iteration 71Q: 3 clusters Score -1719135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -1719134.875000 Penalty: 4728.405762
	Iteration 72F: 3 clusters Score -1719135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Entering Unmasked Estep 
Score: -833476.875000 Penalty: 2180.288574
	Iteration 0F: 2 clusters Score -833476.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -827956.562500 Penalty: 4360.577148
	Iteration 0F: 3 clusters Score -827956.6 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -829314.250000 Penalty: 4360.577148
	Iteration 1F: 3 clusters Score -829314.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -829548.750000 Penalty: 4360.577148
	Iteration 2F: 3 clusters Score -829548.8 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -829700.687500 Penalty: 4360.577148
	Iteration 3F: 3 clusters Score -829700.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -829808.312500 Penalty: 4360.577148
	Iteration 4Q: 3 clusters Score -829808.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -829893.187500 Penalty: 4360.577148
	Iteration 5Q: 3 clusters Score -829893.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -829955.250000 Penalty: 4360.577148
	Iteration 6Q: 3 clusters Score -829955.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -830000.312500 Penalty: 4360.577148
	Iteration 7Q: 3 clusters Score -830000.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -830044.000000 Penalty: 4360.577148
	Iteration 8Q: 3 clusters Score -830044 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -830077.437500 Penalty: 4360.577148
	Iteration 9Q: 3 clusters Score -830077.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -830114.000000 Penalty: 4360.577148
	Iteration 10Q: 3 clusters Score -830114 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -830156.062500 Penalty: 4360.577148
	Iteration 11Q: 3 clusters Score -830156.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -830203.125000 Penalty: 4360.577148
	Iteration 12Q: 3 clusters Score -830203.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -830250.750000 Penalty: 4360.577148
	Iteration 13Q: 3 clusters Score -830250.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -830299.625000 Penalty: 4360.577148
	Iteration 14Q: 3 clusters Score -830299.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -830340.312500 Penalty: 4360.577148
	Iteration 15Q: 3 clusters Score -830340.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -830386.562500 Penalty: 4360.577148
	Iteration 16Q: 3 clusters Score -830386.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -830442.187500 Penalty: 4360.577148
	Iteration 17Q: 3 clusters Score -830442.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -830515.437500 Penalty: 4360.577148
	Iteration 18Q: 3 clusters Score -830515.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -830602.062500 Penalty: 4360.577148
	Iteration 19Q: 3 clusters Score -830602.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -830705.812500 Penalty: 4360.577148
	Iteration 20F: 3 clusters Score -830705.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -830809.250000 Penalty: 4360.577148
	Iteration 21Q: 3 clusters Score -830809.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -830918.750000 Penalty: 4360.577148
	Iteration 22Q: 3 clusters Score -830918.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -831017.687500 Penalty: 4360.577148
	Iteration 23Q: 3 clusters Score -831017.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -831094.875000 Penalty: 4360.577148
	Iteration 24Q: 3 clusters Score -831094.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -831165.937500 Penalty: 4360.577148
	Iteration 25Q: 3 clusters Score -831165.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -831245.687500 Penalty: 4360.577148
	Iteration 26Q: 3 clusters Score -831245.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -831306.875000 Penalty: 4360.577148
	Iteration 27Q: 3 clusters Score -831306.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -831350.562500 Penalty: 4360.577148
	Iteration 28Q: 3 clusters Score -831350.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -831384.500000 Penalty: 4360.577148
	Iteration 29Q: 3 clusters Score -831384.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -831414.125000 Penalty: 4360.577148
	Iteration 30Q: 3 clusters Score -831414.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -831442.250000 Penalty: 4360.577148
	Iteration 31Q: 3 clusters Score -831442.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -831465.937500 Penalty: 4360.577148
	Iteration 32Q: 3 clusters Score -831465.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -831481.562500 Penalty: 4360.577148
	Iteration 33Q: 3 clusters Score -831481.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -831498.187500 Penalty: 4360.577148
	Iteration 34Q: 3 clusters Score -831498.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -831502.312500 Penalty: 4360.577148
	Iteration 35Q: 3 clusters Score -831502.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -831510.000000 Penalty: 4360.577148
	Iteration 36Q: 3 clusters Score -831510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -831514.250000 Penalty: 4360.577148
	Iteration 37Q: 3 clusters Score -831514.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -831518.000000 Penalty: 4360.577148
	Iteration 38Q: 3 clusters Score -831518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -831521.750000 Penalty: 4360.577148
	Iteration 39Q: 3 clusters Score -831521.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -831524.250000 Penalty: 4360.577148
	Iteration 40F: 3 clusters Score -831524.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Entering Unmasked Estep 
Score: -163896.328125 Penalty: 1798.509277
	Iteration 0F: 2 clusters Score -163896.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -161691.578125 Penalty: 3597.018555
	Iteration 0F: 3 clusters Score -161691.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -162218.093750 Penalty: 3597.018555
	Iteration 1F: 3 clusters Score -162218.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -162560.625000 Penalty: 3597.018555
	Iteration 2F: 3 clusters Score -162560.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -162888.609375 Penalty: 3597.018555
	Iteration 3F: 3 clusters Score -162888.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -163179.187500 Penalty: 3597.018555
	Iteration 4F: 3 clusters Score -163179.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -163364.359375 Penalty: 3597.018555
	Iteration 5Q: 3 clusters Score -163364.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -163493.843750 Penalty: 3597.018555
	Iteration 6Q: 3 clusters Score -163493.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -163564.109375 Penalty: 3597.018555
	Iteration 7Q: 3 clusters Score -163564.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -163625.093750 Penalty: 3597.018555
	Iteration 8Q: 3 clusters Score -163625.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -163684.031250 Penalty: 3597.018555
	Iteration 9Q: 3 clusters Score -163684 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -163733.078125 Penalty: 3597.018555
	Iteration 10Q: 3 clusters Score -163733.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -163787.203125 Penalty: 3597.018555
	Iteration 11Q: 3 clusters Score -163787.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -163838.656250 Penalty: 3597.018555
	Iteration 12Q: 3 clusters Score -163838.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -163890.828125 Penalty: 3597.018555
	Iteration 13Q: 3 clusters Score -163890.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -163931.875000 Penalty: 3597.018555
	Iteration 14Q: 3 clusters Score -163931.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -163958.203125 Penalty: 3597.018555
	Iteration 15Q: 3 clusters Score -163958.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -163999.718750 Penalty: 3597.018555
	Iteration 16Q: 3 clusters Score -163999.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -164051.687500 Penalty: 3597.018555
	Iteration 17Q: 3 clusters Score -164051.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -164095.343750 Penalty: 3597.018555
	Iteration 18Q: 3 clusters Score -164095.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -164115.859375 Penalty: 3597.018555
	Iteration 19Q: 3 clusters Score -164115.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -164122.406250 Penalty: 3597.018555
	Iteration 20F: 3 clusters Score -164122.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -164127.125000 Penalty: 3597.018555
	Iteration 21Q: 3 clusters Score -164127.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -164132.015625 Penalty: 3597.018555
	Iteration 22Q: 3 clusters Score -164132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -164136.890625 Penalty: 3597.018555
	Iteration 23Q: 3 clusters Score -164136.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -164143.593750 Penalty: 3597.018555
	Iteration 24Q: 3 clusters Score -164143.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -164145.343750 Penalty: 3597.018555
	Iteration 25Q: 3 clusters Score -164145.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -164146.453125 Penalty: 3597.018555
	Iteration 26Q: 3 clusters Score -164146.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -164147.218750 Penalty: 3597.018555
	Iteration 27Q: 3 clusters Score -164147.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -164147.218750 Penalty: 3597.018555
	Iteration 28F: 3 clusters Score -164147.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 23668 members 
Mstep: Class 3 contains 46454 members 
Mstep: Class 4 contains 235662 members 
Mstep: Class 5 contains 13809 members 
Mstep: Class 6 contains 6578 members 
Mstep: Class 7 contains 930 members 
Mstep: Class 8 contains 59330 members 
Mstep: Class 9 contains 41400 members 
Mstep: Class 10 contains 22131 members 
Mstep: Class 11 contains 8620 members 
Mstep: Class 12 contains 17503 members 
Mstep: Class 13 contains 34500 members 
Mstep: Class 14 contains 2131 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 1943 members 
Mstep: Class 17 contains 2667 members 
Mstep: Class 18 contains 206614 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19436 members 
Mstep: Class 21 contains 72049 members 
Mstep: Class 22 contains 481 members 
Mstep: Class 23 contains 30095 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
Score: -104758320.000000 Penalty: 81314.312500
Splitting cluster 7 changes total score from -104759768.000000 to -104758320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (59330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59330 members 
Entering Unmasked Estep 
Score: -7495945.000000 Penalty: 2725.735840
	Iteration 0F: 2 clusters Score -7495945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -7456201.000000 Penalty: 5451.471680
	Iteration 0F: 3 clusters Score -7456201 nChanged 27430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 28418 members 
Entering Unmasked Estep 
Score: -7471589.000000 Penalty: 5451.471680
	Iteration 1F: 3 clusters Score -7471589 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31701 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -7472277.000000 Penalty: 5451.471680
	Iteration 2Q: 3 clusters Score -7472277 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32829 members 
Mstep: Class 2 contains 26501 members 
Entering Unmasked Estep 
Score: -7473096.000000 Penalty: 5451.471680
	Iteration 3Q: 3 clusters Score -7473096 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34442 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -7474124.000000 Penalty: 5451.471680
	Iteration 4Q: 3 clusters Score -7474124 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -7475536.000000 Penalty: 5451.471680
	Iteration 5Q: 3 clusters Score -7475536 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39417 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -7477445.000000 Penalty: 5451.471680
	Iteration 6F: 3 clusters Score -7477445 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42889 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -7480055.500000 Penalty: 5451.471680
	Iteration 7F: 3 clusters Score -7480056 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46755 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -7483240.500000 Penalty: 5451.471680
	Iteration 8F: 3 clusters Score -7483240 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50474 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -7486289.000000 Penalty: 5451.471680
	Iteration 9F: 3 clusters Score -7486289 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53630 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -7488987.000000 Penalty: 5451.471680
	Iteration 10F: 3 clusters Score -7488987 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55899 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -7490938.000000 Penalty: 5451.471680
	Iteration 11Q: 3 clusters Score -7490938 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57315 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -7492133.000000 Penalty: 5451.471680
	Iteration 12Q: 3 clusters Score -7492133 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58102 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -7492790.000000 Penalty: 5451.471680
	Iteration 13Q: 3 clusters Score -7492790 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58470 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -7493073.500000 Penalty: 5451.471680
	Iteration 14Q: 3 clusters Score -7493074 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58659 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -7493221.000000 Penalty: 5451.471680
	Iteration 15Q: 3 clusters Score -7493221 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58764 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -7493314.500000 Penalty: 5451.471680
	Iteration 16Q: 3 clusters Score -7493314 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58827 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -7493388.000000 Penalty: 5451.471680
	Iteration 17Q: 3 clusters Score -7493388 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58870 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -7493450.000000 Penalty: 5451.471680
	Iteration 18Q: 3 clusters Score -7493450 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58902 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -7493485.500000 Penalty: 5451.471680
	Iteration 19Q: 3 clusters Score -7493486 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58920 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -7493509.500000 Penalty: 5451.471680
	Iteration 20F: 3 clusters Score -7493510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58931 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -7493530.500000 Penalty: 5451.471680
	Iteration 21Q: 3 clusters Score -7493530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58936 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -7493542.000000 Penalty: 5451.471680
	Iteration 22Q: 3 clusters Score -7493542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58939 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -7493541.000000 Penalty: 5451.471680
	Iteration 23Q: 3 clusters Score -7493541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58940 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -7493546.000000 Penalty: 5451.471680
	Iteration 24Q: 3 clusters Score -7493546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58943 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -7493545.000000 Penalty: 5451.471680
	Iteration 25Q: 3 clusters Score -7493545 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58944 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -7493544.500000 Penalty: 5451.471680
	Iteration 26Q: 3 clusters Score -7493544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58945 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -7493549.000000 Penalty: 5451.471680
	Iteration 27Q: 3 clusters Score -7493549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58947 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -7493550.000000 Penalty: 5451.471680
	Iteration 28Q: 3 clusters Score -7493550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58950 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -7493550.500000 Penalty: 5451.471680
	Iteration 29Q: 3 clusters Score -7493550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58950 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -7493550.500000 Penalty: 5451.471680
	Iteration 30F: 3 clusters Score -7493550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (41400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41400 members 
Entering Unmasked Estep 
Score: -5227759.000000 Penalty: 2636.496826
	Iteration 0F: 2 clusters Score -5227759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -5199745.000000 Penalty: 5272.993652
	Iteration 0F: 3 clusters Score -5199745 nChanged 18932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -5210200.000000 Penalty: 5272.993652
	Iteration 1F: 3 clusters Score -5210200 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -5210741.500000 Penalty: 5272.993652
	Iteration 2Q: 3 clusters Score -5210742 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -5211449.500000 Penalty: 5272.993652
	Iteration 3Q: 3 clusters Score -5211450 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26126 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -5212358.500000 Penalty: 5272.993652
	Iteration 4Q: 3 clusters Score -5212358 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -5213835.500000 Penalty: 5272.993652
	Iteration 5F: 3 clusters Score -5213836 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -5216077.500000 Penalty: 5272.993652
	Iteration 6F: 3 clusters Score -5216078 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -5219003.500000 Penalty: 5272.993652
	Iteration 7F: 3 clusters Score -5219004 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37635 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -5221963.000000 Penalty: 5272.993652
	Iteration 8F: 3 clusters Score -5221963 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39601 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -5223871.500000 Penalty: 5272.993652
	Iteration 9Q: 3 clusters Score -5223872 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40535 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -5224806.000000 Penalty: 5272.993652
	Iteration 10Q: 3 clusters Score -5224806 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5225212.500000 Penalty: 5272.993652
	Iteration 11Q: 3 clusters Score -5225212 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41044 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5225352.500000 Penalty: 5272.993652
	Iteration 12Q: 3 clusters Score -5225352 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41086 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5225404.500000 Penalty: 5272.993652
	Iteration 13Q: 3 clusters Score -5225404 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41108 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -5225444.000000 Penalty: 5272.993652
	Iteration 14Q: 3 clusters Score -5225444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41116 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -5225454.000000 Penalty: 5272.993652
	Iteration 15Q: 3 clusters Score -5225454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5225460.000000 Penalty: 5272.993652
	Iteration 16Q: 3 clusters Score -5225460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41126 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5225463.000000 Penalty: 5272.993652
	Iteration 17Q: 3 clusters Score -5225463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41133 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5225476.000000 Penalty: 5272.993652
	Iteration 18Q: 3 clusters Score -5225476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41134 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5225479.500000 Penalty: 5272.993652
	Iteration 19Q: 3 clusters Score -5225480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41134 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5225481.500000 Penalty: 5272.993652
	Iteration 20F: 3 clusters Score -5225482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22131 members 
Entering Unmasked Estep 
Score: -2665415.000000 Penalty: 2481.174316
	Iteration 0F: 2 clusters Score -2665415 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -2650062.500000 Penalty: 4962.348633
	Iteration 0F: 3 clusters Score -2650062 nChanged 9778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2655235.250000 Penalty: 4962.348633
	Iteration 1F: 3 clusters Score -2655235 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -2655646.000000 Penalty: 4962.348633
	Iteration 2F: 3 clusters Score -2655646 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -2655967.500000 Penalty: 4962.348633
	Iteration 3Q: 3 clusters Score -2655968 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -2656287.750000 Penalty: 4962.348633
	Iteration 4Q: 3 clusters Score -2656288 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -2656566.000000 Penalty: 4962.348633
	Iteration 5Q: 3 clusters Score -2656566 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -2656891.250000 Penalty: 4962.348633
	Iteration 6Q: 3 clusters Score -2656891 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -2657328.250000 Penalty: 4962.348633
	Iteration 7Q: 3 clusters Score -2657328 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -2657909.250000 Penalty: 4962.348633
	Iteration 8Q: 3 clusters Score -2657909 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -2658647.250000 Penalty: 4962.348633
	Iteration 9F: 3 clusters Score -2658647 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -2659488.000000 Penalty: 4962.348633
	Iteration 10F: 3 clusters Score -2659488 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -2660420.750000 Penalty: 4962.348633
	Iteration 11F: 3 clusters Score -2660421 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -2661342.000000 Penalty: 4962.348633
	Iteration 12F: 3 clusters Score -2661342 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2662127.250000 Penalty: 4962.348633
	Iteration 13Q: 3 clusters Score -2662127 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2662659.250000 Penalty: 4962.348633
	Iteration 14Q: 3 clusters Score -2662659 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2662953.250000 Penalty: 4962.348633
	Iteration 15Q: 3 clusters Score -2662953 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2663136.250000 Penalty: 4962.348633
	Iteration 16Q: 3 clusters Score -2663136 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2663234.000000 Penalty: 4962.348633
	Iteration 17Q: 3 clusters Score -2663234 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2663286.250000 Penalty: 4962.348633
	Iteration 18Q: 3 clusters Score -2663286 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2663321.750000 Penalty: 4962.348633
	Iteration 19Q: 3 clusters Score -2663322 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2663347.500000 Penalty: 4962.348633
	Iteration 20F: 3 clusters Score -2663348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2663367.750000 Penalty: 4962.348633
	Iteration 21Q: 3 clusters Score -2663368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2663379.000000 Penalty: 4962.348633
	Iteration 22Q: 3 clusters Score -2663379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2663382.250000 Penalty: 4962.348633
	Iteration 23Q: 3 clusters Score -2663382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2663382.750000 Penalty: 4962.348633
	Iteration 24Q: 3 clusters Score -2663383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -2663391.000000 Penalty: 4962.348633
	Iteration 25Q: 3 clusters Score -2663391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2663390.750000 Penalty: 4962.348633
	Iteration 26Q: 3 clusters Score -2663391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2663390.750000 Penalty: 4962.348633
	Iteration 27Q: 3 clusters Score -2663391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2663389.000000 Penalty: 4962.348633
	Iteration 28Q: 3 clusters Score -2663389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2663391.250000 Penalty: 4962.348633
	Iteration 29Q: 3 clusters Score -2663391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2663391.250000 Penalty: 4962.348633
	Iteration 30F: 3 clusters Score -2663391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Entering Unmasked Estep 
Score: -1020782.437500 Penalty: 2247.336426
	Iteration 0F: 2 clusters Score -1020782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1014024.875000 Penalty: 4494.672852
	Iteration 0F: 3 clusters Score -1014025 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1016410.937500 Penalty: 4494.672852
	Iteration 1F: 3 clusters Score -1016411 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1017269.937500 Penalty: 4494.672852
	Iteration 2F: 3 clusters Score -1017270 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1018155.125000 Penalty: 4494.672852
	Iteration 3F: 3 clusters Score -1018155 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1018768.187500 Penalty: 4494.672852
	Iteration 4F: 3 clusters Score -1018768 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1019118.125000 Penalty: 4494.672852
	Iteration 5F: 3 clusters Score -1019118 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1019316.500000 Penalty: 4494.672852
	Iteration 6Q: 3 clusters Score -1019316 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1019415.500000 Penalty: 4494.672852
	Iteration 7Q: 3 clusters Score -1019416 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1019472.062500 Penalty: 4494.672852
	Iteration 8Q: 3 clusters Score -1019472 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1019503.062500 Penalty: 4494.672852
	Iteration 9Q: 3 clusters Score -1019503 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1019526.562500 Penalty: 4494.672852
	Iteration 10Q: 3 clusters Score -1019527 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1019548.687500 Penalty: 4494.672852
	Iteration 11Q: 3 clusters Score -1019549 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1019564.687500 Penalty: 4494.672852
	Iteration 12Q: 3 clusters Score -1019565 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1019584.375000 Penalty: 4494.672852
	Iteration 13Q: 3 clusters Score -1019584 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1019595.750000 Penalty: 4494.672852
	Iteration 14Q: 3 clusters Score -1019596 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1019607.000000 Penalty: 4494.672852
	Iteration 15Q: 3 clusters Score -1019607 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1019621.750000 Penalty: 4494.672852
	Iteration 16Q: 3 clusters Score -1019622 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1019629.875000 Penalty: 4494.672852
	Iteration 17Q: 3 clusters Score -1019630 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -1019638.625000 Penalty: 4494.672852
	Iteration 18Q: 3 clusters Score -1019639 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -1019644.875000 Penalty: 4494.672852
	Iteration 19Q: 3 clusters Score -1019645 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1019648.375000 Penalty: 4494.672852
	Iteration 20F: 3 clusters Score -1019648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1019652.500000 Penalty: 4494.672852
	Iteration 21Q: 3 clusters Score -1019652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1019656.750000 Penalty: 4494.672852
	Iteration 22Q: 3 clusters Score -1019657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1019657.125000 Penalty: 4494.672852
	Iteration 23Q: 3 clusters Score -1019657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1019660.500000 Penalty: 4494.672852
	Iteration 24Q: 3 clusters Score -1019660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1019666.625000 Penalty: 4494.672852
	Iteration 25Q: 3 clusters Score -1019667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1019672.000000 Penalty: 4494.672852
	Iteration 26Q: 3 clusters Score -1019672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1019674.875000 Penalty: 4494.672852
	Iteration 27Q: 3 clusters Score -1019675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1019673.812500 Penalty: 4494.672852
	Iteration 28Q: 3 clusters Score -1019674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1019674.437500 Penalty: 4494.672852
	Iteration 29Q: 3 clusters Score -1019674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -1019675.875000 Penalty: 4494.672852
	Iteration 30Q: 3 clusters Score -1019676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1019682.625000 Penalty: 4494.672852
	Iteration 31Q: 3 clusters Score -1019683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1019684.812500 Penalty: 4494.672852
	Iteration 32Q: 3 clusters Score -1019685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1019685.875000 Penalty: 4494.672852
	Iteration 33Q: 3 clusters Score -1019686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1019689.625000 Penalty: 4494.672852
	Iteration 34Q: 3 clusters Score -1019690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1019691.500000 Penalty: 4494.672852
	Iteration 35Q: 3 clusters Score -1019692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1019691.687500 Penalty: 4494.672852
	Iteration 36Q: 3 clusters Score -1019692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -1019693.062500 Penalty: 4494.672852
	Iteration 37Q: 3 clusters Score -1019693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1019692.875000 Penalty: 4494.672852
	Iteration 38Q: 3 clusters Score -1019693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -1019698.000000 Penalty: 4494.672852
	Iteration 39Q: 3 clusters Score -1019698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1019702.875000 Penalty: 4494.672852
	Iteration 40F: 3 clusters Score -1019703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1019702.250000 Penalty: 4494.672852
	Iteration 41Q: 3 clusters Score -1019702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1019705.000000 Penalty: 4494.672852
	Iteration 42Q: 3 clusters Score -1019705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -1019705.875000 Penalty: 4494.672852
	Iteration 43Q: 3 clusters Score -1019706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1019706.250000 Penalty: 4494.672852
	Iteration 44Q: 3 clusters Score -1019706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1019705.937500 Penalty: 4494.672852
	Iteration 45Q: 3 clusters Score -1019706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1019705.937500 Penalty: 4494.672852
	Iteration 46F: 3 clusters Score -1019706 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Entering Unmasked Estep 
Score: -2215776.250000 Penalty: 2422.991455
	Iteration 0F: 2 clusters Score -2215776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -2203226.500000 Penalty: 4845.982910
	Iteration 0F: 3 clusters Score -2203226 nChanged 7646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -2207297.750000 Penalty: 4845.982910
	Iteration 1F: 3 clusters Score -2207298 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -2207666.500000 Penalty: 4845.982910
	Iteration 2F: 3 clusters Score -2207666 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -2207915.750000 Penalty: 4845.982910
	Iteration 3Q: 3 clusters Score -2207916 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -2208106.750000 Penalty: 4845.982910
	Iteration 4Q: 3 clusters Score -2208107 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -2208274.500000 Penalty: 4845.982910
	Iteration 5Q: 3 clusters Score -2208274 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9796 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -2208434.750000 Penalty: 4845.982910
	Iteration 6Q: 3 clusters Score -2208435 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -2208593.250000 Penalty: 4845.982910
	Iteration 7Q: 3 clusters Score -2208593 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -2208790.250000 Penalty: 4845.982910
	Iteration 8Q: 3 clusters Score -2208790 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -2209041.250000 Penalty: 4845.982910
	Iteration 9Q: 3 clusters Score -2209041 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -2209307.750000 Penalty: 4845.982910
	Iteration 10Q: 3 clusters Score -2209308 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -2209678.250000 Penalty: 4845.982910
	Iteration 11Q: 3 clusters Score -2209678 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -2210157.750000 Penalty: 4845.982910
	Iteration 12Q: 3 clusters Score -2210158 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -2210721.250000 Penalty: 4845.982910
	Iteration 13Q: 3 clusters Score -2210721 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -2211345.000000 Penalty: 4845.982910
	Iteration 14Q: 3 clusters Score -2211345 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -2211935.000000 Penalty: 4845.982910
	Iteration 15Q: 3 clusters Score -2211935 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2212450.750000 Penalty: 4845.982910
	Iteration 16Q: 3 clusters Score -2212451 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2212820.250000 Penalty: 4845.982910
	Iteration 17Q: 3 clusters Score -2212820 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2213075.500000 Penalty: 4845.982910
	Iteration 18Q: 3 clusters Score -2213076 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2213269.500000 Penalty: 4845.982910
	Iteration 19Q: 3 clusters Score -2213270 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2213371.750000 Penalty: 4845.982910
	Iteration 20F: 3 clusters Score -2213372 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -2213452.250000 Penalty: 4845.982910
	Iteration 21Q: 3 clusters Score -2213452 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2213517.750000 Penalty: 4845.982910
	Iteration 22Q: 3 clusters Score -2213518 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -2213564.000000 Penalty: 4845.982910
	Iteration 23Q: 3 clusters Score -2213564 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2213588.000000 Penalty: 4845.982910
	Iteration 24Q: 3 clusters Score -2213588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2213609.500000 Penalty: 4845.982910
	Iteration 25Q: 3 clusters Score -2213610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2213630.250000 Penalty: 4845.982910
	Iteration 26Q: 3 clusters Score -2213630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2213649.500000 Penalty: 4845.982910
	Iteration 27Q: 3 clusters Score -2213650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2213659.250000 Penalty: 4845.982910
	Iteration 28Q: 3 clusters Score -2213659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2213667.750000 Penalty: 4845.982910
	Iteration 29Q: 3 clusters Score -2213668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2213670.750000 Penalty: 4845.982910
	Iteration 30Q: 3 clusters Score -2213671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17149 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2213671.250000 Penalty: 4845.982910
	Iteration 31Q: 3 clusters Score -2213671 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2213673.000000 Penalty: 4845.982910
	Iteration 32Q: 3 clusters Score -2213673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2213678.000000 Penalty: 4845.982910
	Iteration 33Q: 3 clusters Score -2213678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2213680.250000 Penalty: 4845.982910
	Iteration 34Q: 3 clusters Score -2213680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2213680.750000 Penalty: 4845.982910
	Iteration 35Q: 3 clusters Score -2213681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2213681.750000 Penalty: 4845.982910
	Iteration 36Q: 3 clusters Score -2213682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2213680.250000 Penalty: 4845.982910
	Iteration 37Q: 3 clusters Score -2213680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2213681.750000 Penalty: 4845.982910
	Iteration 38Q: 3 clusters Score -2213682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -2213682.500000 Penalty: 4845.982910
	Iteration 39Q: 3 clusters Score -2213682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2213687.000000 Penalty: 4845.982910
	Iteration 40F: 3 clusters Score -2213687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2213687.000000 Penalty: 4845.982910
	Iteration 41Q: 3 clusters Score -2213687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2213687.000000 Penalty: 4845.982910
	Iteration 42F: 3 clusters Score -2213687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Entering Unmasked Estep 
Score: -4329198.500000 Penalty: 2591.281250
	Iteration 0F: 2 clusters Score -4329198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -4305704.500000 Penalty: 5182.562500
	Iteration 0F: 3 clusters Score -4305704 nChanged 15660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -4314102.000000 Penalty: 5182.562500
	Iteration 1F: 3 clusters Score -4314102 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -4314686.000000 Penalty: 5182.562500
	Iteration 2Q: 3 clusters Score -4314686 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -4315313.500000 Penalty: 5182.562500
	Iteration 3Q: 3 clusters Score -4315314 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -4315992.000000 Penalty: 5182.562500
	Iteration 4Q: 3 clusters Score -4315992 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -4316832.500000 Penalty: 5182.562500
	Iteration 5Q: 3 clusters Score -4316832 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 14160 members 
Entering Unmasked Estep 
Score: -4317989.000000 Penalty: 5182.562500
	Iteration 6F: 3 clusters Score -4317989 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -4319400.000000 Penalty: 5182.562500
	Iteration 7F: 3 clusters Score -4319400 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -4321068.500000 Penalty: 5182.562500
	Iteration 8F: 3 clusters Score -4321068 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -4322581.000000 Penalty: 5182.562500
	Iteration 9F: 3 clusters Score -4322581 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22838 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -4323454.500000 Penalty: 5182.562500
	Iteration 10Q: 3 clusters Score -4323454 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -4323847.500000 Penalty: 5182.562500
	Iteration 11Q: 3 clusters Score -4323848 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 10978 members 
Entering Unmasked Estep 
Score: -4324035.000000 Penalty: 5182.562500
	Iteration 12Q: 3 clusters Score -4324035 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -4324202.500000 Penalty: 5182.562500
	Iteration 13Q: 3 clusters Score -4324202 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24141 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -4324330.000000 Penalty: 5182.562500
	Iteration 14Q: 3 clusters Score -4324330 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24445 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -4324446.000000 Penalty: 5182.562500
	Iteration 15Q: 3 clusters Score -4324446 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -4324534.000000 Penalty: 5182.562500
	Iteration 16Q: 3 clusters Score -4324534 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -4324603.500000 Penalty: 5182.562500
	Iteration 17Q: 3 clusters Score -4324604 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -4324665.000000 Penalty: 5182.562500
	Iteration 18Q: 3 clusters Score -4324665 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -4324729.000000 Penalty: 5182.562500
	Iteration 19Q: 3 clusters Score -4324729 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -4324797.000000 Penalty: 5182.562500
	Iteration 20F: 3 clusters Score -4324797 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25886 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -4324870.500000 Penalty: 5182.562500
	Iteration 21Q: 3 clusters Score -4324870 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -4324901.500000 Penalty: 5182.562500
	Iteration 22Q: 3 clusters Score -4324902 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -4324976.500000 Penalty: 5182.562500
	Iteration 23Q: 3 clusters Score -4324976 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -4325058.500000 Penalty: 5182.562500
	Iteration 24Q: 3 clusters Score -4325058 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -4325100.500000 Penalty: 5182.562500
	Iteration 25Q: 3 clusters Score -4325100 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27056 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -4325164.500000 Penalty: 5182.562500
	Iteration 26Q: 3 clusters Score -4325164 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27290 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -4325228.000000 Penalty: 5182.562500
	Iteration 27Q: 3 clusters Score -4325228 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27522 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -4325306.500000 Penalty: 5182.562500
	Iteration 28Q: 3 clusters Score -4325306 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -4325349.500000 Penalty: 5182.562500
	Iteration 29Q: 3 clusters Score -4325350 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -4325413.500000 Penalty: 5182.562500
	Iteration 30Q: 3 clusters Score -4325414 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -4325475.000000 Penalty: 5182.562500
	Iteration 31Q: 3 clusters Score -4325475 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -4325541.000000 Penalty: 5182.562500
	Iteration 32Q: 3 clusters Score -4325541 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -4325587.000000 Penalty: 5182.562500
	Iteration 33Q: 3 clusters Score -4325587 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28862 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -4325616.500000 Penalty: 5182.562500
	Iteration 34Q: 3 clusters Score -4325616 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29057 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -4325661.000000 Penalty: 5182.562500
	Iteration 35Q: 3 clusters Score -4325661 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -4325718.000000 Penalty: 5182.562500
	Iteration 36Q: 3 clusters Score -4325718 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -4325780.500000 Penalty: 5182.562500
	Iteration 37Q: 3 clusters Score -4325780 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -4325844.500000 Penalty: 5182.562500
	Iteration 38Q: 3 clusters Score -4325844 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -4325883.500000 Penalty: 5182.562500
	Iteration 39Q: 3 clusters Score -4325884 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29984 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -4325900.000000 Penalty: 5182.562500
	Iteration 40F: 3 clusters Score -4325900 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30153 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -4325935.000000 Penalty: 5182.562500
	Iteration 41Q: 3 clusters Score -4325935 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30292 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -4325983.500000 Penalty: 5182.562500
	Iteration 42Q: 3 clusters Score -4325984 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -4326008.500000 Penalty: 5182.562500
	Iteration 43Q: 3 clusters Score -4326008 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30556 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -4326043.000000 Penalty: 5182.562500
	Iteration 44Q: 3 clusters Score -4326043 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -4326070.500000 Penalty: 5182.562500
	Iteration 45Q: 3 clusters Score -4326070 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -4326105.500000 Penalty: 5182.562500
	Iteration 46Q: 3 clusters Score -4326106 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -4326130.500000 Penalty: 5182.562500
	Iteration 47Q: 3 clusters Score -4326130 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -4326149.500000 Penalty: 5182.562500
	Iteration 48Q: 3 clusters Score -4326150 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -4326182.500000 Penalty: 5182.562500
	Iteration 49Q: 3 clusters Score -4326182 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -4326225.500000 Penalty: 5182.562500
	Iteration 50Q: 3 clusters Score -4326226 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -4326247.500000 Penalty: 5182.562500
	Iteration 51Q: 3 clusters Score -4326248 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -4326265.500000 Penalty: 5182.562500
	Iteration 52Q: 3 clusters Score -4326266 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -4326299.000000 Penalty: 5182.562500
	Iteration 53Q: 3 clusters Score -4326299 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -4326325.500000 Penalty: 5182.562500
	Iteration 54Q: 3 clusters Score -4326326 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31752 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -4326347.500000 Penalty: 5182.562500
	Iteration 55Q: 3 clusters Score -4326348 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31834 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -4326357.500000 Penalty: 5182.562500
	Iteration 56Q: 3 clusters Score -4326358 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31922 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -4326379.000000 Penalty: 5182.562500
	Iteration 57Q: 3 clusters Score -4326379 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32010 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -4326399.500000 Penalty: 5182.562500
	Iteration 58Q: 3 clusters Score -4326400 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32092 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -4326432.000000 Penalty: 5182.562500
	Iteration 59Q: 3 clusters Score -4326432 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -4326453.500000 Penalty: 5182.562500
	Iteration 60F: 3 clusters Score -4326454 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -4326468.500000 Penalty: 5182.562500
	Iteration 61Q: 3 clusters Score -4326468 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -4326508.500000 Penalty: 5182.562500
	Iteration 62Q: 3 clusters Score -4326508 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -4326553.000000 Penalty: 5182.562500
	Iteration 63Q: 3 clusters Score -4326553 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32498 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -4326586.000000 Penalty: 5182.562500
	Iteration 64Q: 3 clusters Score -4326586 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32577 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -4326611.000000 Penalty: 5182.562500
	Iteration 65Q: 3 clusters Score -4326611 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32648 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -4326640.000000 Penalty: 5182.562500
	Iteration 66Q: 3 clusters Score -4326640 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32712 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -4326666.000000 Penalty: 5182.562500
	Iteration 67Q: 3 clusters Score -4326666 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -4326699.500000 Penalty: 5182.562500
	Iteration 68Q: 3 clusters Score -4326700 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4326710.000000 Penalty: 5182.562500
	Iteration 69Q: 3 clusters Score -4326710 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32872 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -4326723.500000 Penalty: 5182.562500
	Iteration 70Q: 3 clusters Score -4326724 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32916 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -4326740.500000 Penalty: 5182.562500
	Iteration 71Q: 3 clusters Score -4326740 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32958 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -4326752.000000 Penalty: 5182.562500
	Iteration 72Q: 3 clusters Score -4326752 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -4326759.500000 Penalty: 5182.562500
	Iteration 73Q: 3 clusters Score -4326760 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -4326769.000000 Penalty: 5182.562500
	Iteration 74Q: 3 clusters Score -4326769 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -4326782.000000 Penalty: 5182.562500
	Iteration 75Q: 3 clusters Score -4326782 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -4326795.500000 Penalty: 5182.562500
	Iteration 76Q: 3 clusters Score -4326796 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33144 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -4326815.000000 Penalty: 5182.562500
	Iteration 77Q: 3 clusters Score -4326815 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33178 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -4326828.500000 Penalty: 5182.562500
	Iteration 78Q: 3 clusters Score -4326828 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33207 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -4326842.500000 Penalty: 5182.562500
	Iteration 79Q: 3 clusters Score -4326842 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33237 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -4326846.000000 Penalty: 5182.562500
	Iteration 80F: 3 clusters Score -4326846 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33260 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -4326852.500000 Penalty: 5182.562500
	Iteration 81Q: 3 clusters Score -4326852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33277 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -4326865.000000 Penalty: 5182.562500
	Iteration 82Q: 3 clusters Score -4326865 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33294 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4326869.500000 Penalty: 5182.562500
	Iteration 83Q: 3 clusters Score -4326870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33305 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -4326874.500000 Penalty: 5182.562500
	Iteration 84Q: 3 clusters Score -4326874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33315 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -4326878.500000 Penalty: 5182.562500
	Iteration 85Q: 3 clusters Score -4326878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33330 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4326881.000000 Penalty: 5182.562500
	Iteration 86Q: 3 clusters Score -4326881 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33352 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -4326897.000000 Penalty: 5182.562500
	Iteration 87Q: 3 clusters Score -4326897 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33365 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -4326897.500000 Penalty: 5182.562500
	Iteration 88Q: 3 clusters Score -4326898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33378 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -4326907.500000 Penalty: 5182.562500
	Iteration 89Q: 3 clusters Score -4326908 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33393 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -4326913.500000 Penalty: 5182.562500
	Iteration 90Q: 3 clusters Score -4326914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33401 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -4326915.500000 Penalty: 5182.562500
	Iteration 91Q: 3 clusters Score -4326916 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -4326920.500000 Penalty: 5182.562500
	Iteration 92Q: 3 clusters Score -4326920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33423 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -4326929.500000 Penalty: 5182.562500
	Iteration 93Q: 3 clusters Score -4326930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33438 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -4326937.500000 Penalty: 5182.562500
	Iteration 94Q: 3 clusters Score -4326938 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33448 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4326931.500000 Penalty: 5182.562500
	Iteration 95Q: 3 clusters Score -4326932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33454 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -4326939.000000 Penalty: 5182.562500
	Iteration 96Q: 3 clusters Score -4326939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33460 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -4326940.000000 Penalty: 5182.562500
	Iteration 97Q: 3 clusters Score -4326940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -4326942.000000 Penalty: 5182.562500
	Iteration 98Q: 3 clusters Score -4326942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33464 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4326942.000000 Penalty: 5182.562500
	Iteration 99Q: 3 clusters Score -4326942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33464 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4326942.000000 Penalty: 5182.562500
	Iteration 100F: 3 clusters Score -4326942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Entering Unmasked Estep 
Score: -255406.171875 Penalty: 1900.757935
	Iteration 0F: 2 clusters Score -255406.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -252669.625000 Penalty: 3801.515869
	Iteration 0F: 3 clusters Score -252669.6 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -253178.406250 Penalty: 3801.515869
	Iteration 1F: 3 clusters Score -253178.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -253372.671875 Penalty: 3801.515869
	Iteration 2F: 3 clusters Score -253372.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -253468.765625 Penalty: 3801.515869
	Iteration 3F: 3 clusters Score -253468.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -253533.453125 Penalty: 3801.515869
	Iteration 4Q: 3 clusters Score -253533.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -253568.640625 Penalty: 3801.515869
	Iteration 5Q: 3 clusters Score -253568.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -253586.203125 Penalty: 3801.515869
	Iteration 6Q: 3 clusters Score -253586.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -253604.390625 Penalty: 3801.515869
	Iteration 7Q: 3 clusters Score -253604.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -253626.453125 Penalty: 3801.515869
	Iteration 8Q: 3 clusters Score -253626.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -253647.328125 Penalty: 3801.515869
	Iteration 9Q: 3 clusters Score -253647.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -253665.640625 Penalty: 3801.515869
	Iteration 10Q: 3 clusters Score -253665.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -253676.703125 Penalty: 3801.515869
	Iteration 11Q: 3 clusters Score -253676.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -253683.843750 Penalty: 3801.515869
	Iteration 12Q: 3 clusters Score -253683.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -253690.718750 Penalty: 3801.515869
	Iteration 13Q: 3 clusters Score -253690.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -253698.765625 Penalty: 3801.515869
	Iteration 14Q: 3 clusters Score -253698.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -253704.531250 Penalty: 3801.515869
	Iteration 15Q: 3 clusters Score -253704.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -253707.359375 Penalty: 3801.515869
	Iteration 16Q: 3 clusters Score -253707.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -253708.640625 Penalty: 3801.515869
	Iteration 17Q: 3 clusters Score -253708.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -253711.796875 Penalty: 3801.515869
	Iteration 18Q: 3 clusters Score -253711.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -253713.859375 Penalty: 3801.515869
	Iteration 19Q: 3 clusters Score -253713.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -253714.953125 Penalty: 3801.515869
	Iteration 20F: 3 clusters Score -253715 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -253716.125000 Penalty: 3801.515869
	Iteration 21Q: 3 clusters Score -253716.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -253716.375000 Penalty: 3801.515869
	Iteration 22Q: 3 clusters Score -253716.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -253716.625000 Penalty: 3801.515869
	Iteration 23Q: 3 clusters Score -253716.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -253716.625000 Penalty: 3801.515869
	Iteration 24F: 3 clusters Score -253716.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -513646.750000 Penalty: 2079.714355
	Iteration 0F: 2 clusters Score -513646.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -509496.843750 Penalty: 4159.428711
	Iteration 0F: 3 clusters Score -509496.8 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -510590.531250 Penalty: 4159.428711
	Iteration 1F: 3 clusters Score -510590.5 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -510877.125000 Penalty: 4159.428711
	Iteration 2F: 3 clusters Score -510877.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -511048.531250 Penalty: 4159.428711
	Iteration 3F: 3 clusters Score -511048.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -511188.687500 Penalty: 4159.428711
	Iteration 4Q: 3 clusters Score -511188.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -511324.968750 Penalty: 4159.428711
	Iteration 5Q: 3 clusters Score -511325 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -511457.281250 Penalty: 4159.428711
	Iteration 6Q: 3 clusters Score -511457.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -511617.750000 Penalty: 4159.428711
	Iteration 7Q: 3 clusters Score -511617.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -511790.156250 Penalty: 4159.428711
	Iteration 8Q: 3 clusters Score -511790.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -511959.968750 Penalty: 4159.428711
	Iteration 9Q: 3 clusters Score -511960 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -512131.593750 Penalty: 4159.428711
	Iteration 10Q: 3 clusters Score -512131.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -512284.687500 Penalty: 4159.428711
	Iteration 11Q: 3 clusters Score -512284.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -512429.187500 Penalty: 4159.428711
	Iteration 12Q: 3 clusters Score -512429.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -512531.468750 Penalty: 4159.428711
	Iteration 13Q: 3 clusters Score -512531.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -512579.968750 Penalty: 4159.428711
	Iteration 14Q: 3 clusters Score -512580 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -512602.312500 Penalty: 4159.428711
	Iteration 15Q: 3 clusters Score -512602.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -512612.343750 Penalty: 4159.428711
	Iteration 16Q: 3 clusters Score -512612.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -512617.937500 Penalty: 4159.428711
	Iteration 17Q: 3 clusters Score -512617.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -512621.875000 Penalty: 4159.428711
	Iteration 18Q: 3 clusters Score -512621.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -512625.187500 Penalty: 4159.428711
	Iteration 19Q: 3 clusters Score -512625.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -512627.125000 Penalty: 4159.428711
	Iteration 20F: 3 clusters Score -512627.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -512628.531250 Penalty: 4159.428711
	Iteration 21Q: 3 clusters Score -512628.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -512630.062500 Penalty: 4159.428711
	Iteration 22Q: 3 clusters Score -512630.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -512631.781250 Penalty: 4159.428711
	Iteration 23Q: 3 clusters Score -512631.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -512633.500000 Penalty: 4159.428711
	Iteration 24Q: 3 clusters Score -512633.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -512635.718750 Penalty: 4159.428711
	Iteration 25Q: 3 clusters Score -512635.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -512638.250000 Penalty: 4159.428711
	Iteration 26Q: 3 clusters Score -512638.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -512638.437500 Penalty: 4159.428711
	Iteration 27Q: 3 clusters Score -512638.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -512638.437500 Penalty: 4159.428711
	Iteration 28F: 3 clusters Score -512638.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Entering Unmasked Estep 
Score: -237045.156250 Penalty: 1877.853149
	Iteration 0F: 2 clusters Score -237045.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -234441.734375 Penalty: 3755.706299
	Iteration 0F: 3 clusters Score -234441.7 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -234917.453125 Penalty: 3755.706299
	Iteration 1F: 3 clusters Score -234917.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -235046.609375 Penalty: 3755.706299
	Iteration 2F: 3 clusters Score -235046.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -235115.453125 Penalty: 3755.706299
	Iteration 3Q: 3 clusters Score -235115.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -235151.625000 Penalty: 3755.706299
	Iteration 4Q: 3 clusters Score -235151.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -235177.953125 Penalty: 3755.706299
	Iteration 5Q: 3 clusters Score -235178 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -235203.890625 Penalty: 3755.706299
	Iteration 6Q: 3 clusters Score -235203.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -235218.296875 Penalty: 3755.706299
	Iteration 7Q: 3 clusters Score -235218.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -235232.546875 Penalty: 3755.706299
	Iteration 8Q: 3 clusters Score -235232.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -235238.984375 Penalty: 3755.706299
	Iteration 9Q: 3 clusters Score -235239 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -235246.734375 Penalty: 3755.706299
	Iteration 10Q: 3 clusters Score -235246.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -235251.562500 Penalty: 3755.706299
	Iteration 11Q: 3 clusters Score -235251.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -235256.031250 Penalty: 3755.706299
	Iteration 12Q: 3 clusters Score -235256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -235263.421875 Penalty: 3755.706299
	Iteration 13Q: 3 clusters Score -235263.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -235267.906250 Penalty: 3755.706299
	Iteration 14Q: 3 clusters Score -235267.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -235271.937500 Penalty: 3755.706299
	Iteration 15Q: 3 clusters Score -235271.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -235275.453125 Penalty: 3755.706299
	Iteration 16Q: 3 clusters Score -235275.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -235277.812500 Penalty: 3755.706299
	Iteration 17Q: 3 clusters Score -235277.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -235280.015625 Penalty: 3755.706299
	Iteration 18Q: 3 clusters Score -235280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -235280.765625 Penalty: 3755.706299
	Iteration 19Q: 3 clusters Score -235280.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -235281.343750 Penalty: 3755.706299
	Iteration 20F: 3 clusters Score -235281.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Entering Unmasked Estep 
Score: -301959.500000 Penalty: 1956.400024
	Iteration 0F: 2 clusters Score -301959.5 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 1297 members 
Entering Unmasked Estep 
Score: -298886.843750 Penalty: 3912.800049
	Iteration 0F: 3 clusters Score -298886.8 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -299495.531250 Penalty: 3912.800049
	Iteration 1F: 3 clusters Score -299495.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -299668.843750 Penalty: 3912.800049
	Iteration 2F: 3 clusters Score -299668.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -299808.812500 Penalty: 3912.800049
	Iteration 3F: 3 clusters Score -299808.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -299911.625000 Penalty: 3912.800049
	Iteration 4Q: 3 clusters Score -299911.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -300032.750000 Penalty: 3912.800049
	Iteration 5Q: 3 clusters Score -300032.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -300199.625000 Penalty: 3912.800049
	Iteration 6Q: 3 clusters Score -300199.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -300350.843750 Penalty: 3912.800049
	Iteration 7Q: 3 clusters Score -300350.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -300463.875000 Penalty: 3912.800049
	Iteration 8Q: 3 clusters Score -300463.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -300538.312500 Penalty: 3912.800049
	Iteration 9Q: 3 clusters Score -300538.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -300590.250000 Penalty: 3912.800049
	Iteration 10Q: 3 clusters Score -300590.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -300618.031250 Penalty: 3912.800049
	Iteration 11Q: 3 clusters Score -300618 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -300633.437500 Penalty: 3912.800049
	Iteration 12Q: 3 clusters Score -300633.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -300644.031250 Penalty: 3912.800049
	Iteration 13Q: 3 clusters Score -300644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -300653.281250 Penalty: 3912.800049
	Iteration 14Q: 3 clusters Score -300653.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -300659.718750 Penalty: 3912.800049
	Iteration 15Q: 3 clusters Score -300659.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -300667.125000 Penalty: 3912.800049
	Iteration 16Q: 3 clusters Score -300667.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -300671.468750 Penalty: 3912.800049
	Iteration 17Q: 3 clusters Score -300671.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -300674.656250 Penalty: 3912.800049
	Iteration 18Q: 3 clusters Score -300674.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -300676.125000 Penalty: 3912.800049
	Iteration 19Q: 3 clusters Score -300676.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -300676.312500 Penalty: 3912.800049
	Iteration 20F: 3 clusters Score -300676.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -300677.031250 Penalty: 3912.800049
	Iteration 21Q: 3 clusters Score -300677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -300677.031250 Penalty: 3912.800049
	Iteration 22F: 3 clusters Score -300677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (206614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206614 members 
Entering Unmasked Estep 
Score: -25691580.000000 Penalty: 3035.174561
	Iteration 0F: 2 clusters Score -2.569158e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102924 members 
Mstep: Class 2 contains 103690 members 
Entering Unmasked Estep 
Score: -25559602.000000 Penalty: 6070.349121
	Iteration 0F: 3 clusters Score -2.55596e+07 nChanged 99617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96679 members 
Mstep: Class 2 contains 109935 members 
Entering Unmasked Estep 
Score: -25618796.000000 Penalty: 6070.349121
	Iteration 1F: 3 clusters Score -2.56188e+07 nChanged 6880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92651 members 
Mstep: Class 2 contains 113963 members 
Entering Unmasked Estep 
Score: -25620850.000000 Penalty: 6070.349121
	Iteration 2Q: 3 clusters Score -2.562085e+07 nChanged 8293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86468 members 
Mstep: Class 2 contains 120146 members 
Entering Unmasked Estep 
Score: -25623960.000000 Penalty: 6070.349121
	Iteration 3Q: 3 clusters Score -2.562396e+07 nChanged 10859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77283 members 
Mstep: Class 2 contains 129331 members 
Entering Unmasked Estep 
Score: -25630010.000000 Penalty: 6070.349121
	Iteration 4F: 3 clusters Score -2.563001e+07 nChanged 14606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64637 members 
Mstep: Class 2 contains 141977 members 
Entering Unmasked Estep 
Score: -25640184.000000 Penalty: 6070.349121
	Iteration 5F: 3 clusters Score -2.564018e+07 nChanged 17580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49289 members 
Mstep: Class 2 contains 157325 members 
Entering Unmasked Estep 
Score: -25654968.000000 Penalty: 6070.349121
	Iteration 6F: 3 clusters Score -2.565497e+07 nChanged 16977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33742 members 
Mstep: Class 2 contains 172872 members 
Entering Unmasked Estep 
Score: -25670350.000000 Penalty: 6070.349121
	Iteration 7F: 3 clusters Score -2.567035e+07 nChanged 12524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 184824 members 
Entering Unmasked Estep 
Score: -25680714.000000 Penalty: 6070.349121
	Iteration 8F: 3 clusters Score -2.568071e+07 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 191820 members 
Entering Unmasked Estep 
Score: -25686246.000000 Penalty: 6070.349121
	Iteration 9Q: 3 clusters Score -2.568625e+07 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 195578 members 
Entering Unmasked Estep 
Score: -25688816.000000 Penalty: 6070.349121
	Iteration 10Q: 3 clusters Score -2.568882e+07 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 197859 members 
Entering Unmasked Estep 
Score: -25689874.000000 Penalty: 6070.349121
	Iteration 11Q: 3 clusters Score -2.568987e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 199401 members 
Entering Unmasked Estep 
Score: -25690410.000000 Penalty: 6070.349121
	Iteration 12Q: 3 clusters Score -2.569041e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 200512 members 
Entering Unmasked Estep 
Score: -25690528.000000 Penalty: 6070.349121
	Iteration 13Q: 3 clusters Score -2.569053e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 201377 members 
Entering Unmasked Estep 
Score: -25690508.000000 Penalty: 6070.349121
	Iteration 14Q: 3 clusters Score -2.569051e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 202055 members 
Entering Unmasked Estep 
Score: -25690588.000000 Penalty: 6070.349121
	Iteration 15Q: 3 clusters Score -2.569059e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 202588 members 
Entering Unmasked Estep 
Score: -25690534.000000 Penalty: 6070.349121
	Iteration 16Q: 3 clusters Score -2.569053e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 203001 members 
Entering Unmasked Estep 
Score: -25690520.000000 Penalty: 6070.349121
	Iteration 17Q: 3 clusters Score -2.569052e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 203311 members 
Entering Unmasked Estep 
Score: -25690510.000000 Penalty: 6070.349121
	Iteration 18Q: 3 clusters Score -2.569051e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 203578 members 
Entering Unmasked Estep 
Score: -25690506.000000 Penalty: 6070.349121
	Iteration 19Q: 3 clusters Score -2.569051e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 203796 members 
Entering Unmasked Estep 
Score: -25690512.000000 Penalty: 6070.349121
	Iteration 20F: 3 clusters Score -2.569051e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 203969 members 
Entering Unmasked Estep 
Score: -25690480.000000 Penalty: 6070.349121
	Iteration 21Q: 3 clusters Score -2.569048e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 204107 members 
Entering Unmasked Estep 
Score: -25690440.000000 Penalty: 6070.349121
	Iteration 22Q: 3 clusters Score -2.569044e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 204231 members 
Entering Unmasked Estep 
Score: -25690352.000000 Penalty: 6070.349121
	Iteration 23Q: 3 clusters Score -2.569035e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 204329 members 
Entering Unmasked Estep 
Score: -25690316.000000 Penalty: 6070.349121
	Iteration 24Q: 3 clusters Score -2.569032e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 204408 members 
Entering Unmasked Estep 
Score: -25690288.000000 Penalty: 6070.349121
	Iteration 25Q: 3 clusters Score -2.569029e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 204480 members 
Entering Unmasked Estep 
Score: -25690308.000000 Penalty: 6070.349121
	Iteration 26Q: 3 clusters Score -2.569031e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 204530 members 
Entering Unmasked Estep 
Score: -25690264.000000 Penalty: 6070.349121
	Iteration 27Q: 3 clusters Score -2.569026e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 204571 members 
Entering Unmasked Estep 
Score: -25690262.000000 Penalty: 6070.349121
	Iteration 28Q: 3 clusters Score -2.569026e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 204607 members 
Entering Unmasked Estep 
Score: -25690240.000000 Penalty: 6070.349121
	Iteration 29Q: 3 clusters Score -2.569024e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 204642 members 
Entering Unmasked Estep 
Score: -25690248.000000 Penalty: 6070.349121
	Iteration 30Q: 3 clusters Score -2.569025e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 204673 members 
Entering Unmasked Estep 
Score: -25690258.000000 Penalty: 6070.349121
	Iteration 31Q: 3 clusters Score -2.569026e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 204704 members 
Entering Unmasked Estep 
Score: -25690250.000000 Penalty: 6070.349121
	Iteration 32Q: 3 clusters Score -2.569025e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 204733 members 
Entering Unmasked Estep 
Score: -25690228.000000 Penalty: 6070.349121
	Iteration 33Q: 3 clusters Score -2.569023e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 204763 members 
Entering Unmasked Estep 
Score: -25690244.000000 Penalty: 6070.349121
	Iteration 34Q: 3 clusters Score -2.569024e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 204783 members 
Entering Unmasked Estep 
Score: -25690224.000000 Penalty: 6070.349121
	Iteration 35Q: 3 clusters Score -2.569022e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 204792 members 
Entering Unmasked Estep 
Score: -25690234.000000 Penalty: 6070.349121
	Iteration 36Q: 3 clusters Score -2.569023e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 204799 members 
Entering Unmasked Estep 
Score: -25690232.000000 Penalty: 6070.349121
	Iteration 37Q: 3 clusters Score -2.569023e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 204804 members 
Entering Unmasked Estep 
Score: -25690236.000000 Penalty: 6070.349121
	Iteration 38Q: 3 clusters Score -2.569024e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 204809 members 
Entering Unmasked Estep 
Score: -25690234.000000 Penalty: 6070.349121
	Iteration 39Q: 3 clusters Score -2.569023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 204811 members 
Entering Unmasked Estep 
Score: -25690230.000000 Penalty: 6070.349121
	Iteration 40F: 3 clusters Score -2.569023e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 204814 members 
Entering Unmasked Estep 
Score: -25690224.000000 Penalty: 6070.349121
	Iteration 41Q: 3 clusters Score -2.569022e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 204818 members 
Entering Unmasked Estep 
Score: -25690222.000000 Penalty: 6070.349121
	Iteration 42Q: 3 clusters Score -2.569022e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 204822 members 
Entering Unmasked Estep 
Score: -25690212.000000 Penalty: 6070.349121
	Iteration 43Q: 3 clusters Score -2.569021e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 204823 members 
Entering Unmasked Estep 
Score: -25690218.000000 Penalty: 6070.349121
	Iteration 44Q: 3 clusters Score -2.569022e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 204827 members 
Entering Unmasked Estep 
Score: -25690218.000000 Penalty: 6070.349121
	Iteration 45Q: 3 clusters Score -2.569022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 204829 members 
Entering Unmasked Estep 
Score: -25690232.000000 Penalty: 6070.349121
	Iteration 46Q: 3 clusters Score -2.569023e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 204831 members 
Entering Unmasked Estep 
Score: -25690244.000000 Penalty: 6070.349121
	Iteration 47Q: 3 clusters Score -2.569024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 204833 members 
Entering Unmasked Estep 
Score: -25690250.000000 Penalty: 6070.349121
	Iteration 48Q: 3 clusters Score -2.569025e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 204835 members 
Entering Unmasked Estep 
Score: -25690240.000000 Penalty: 6070.349121
	Iteration 49Q: 3 clusters Score -2.569024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 204837 members 
Entering Unmasked Estep 
Score: -25690238.000000 Penalty: 6070.349121
	Iteration 50Q: 3 clusters Score -2.569024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 204839 members 
Entering Unmasked Estep 
Score: -25690236.000000 Penalty: 6070.349121
	Iteration 51Q: 3 clusters Score -2.569024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 204841 members 
Entering Unmasked Estep 
Score: -25690238.000000 Penalty: 6070.349121
	Iteration 52Q: 3 clusters Score -2.569024e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 204844 members 
Entering Unmasked Estep 
Score: -25690198.000000 Penalty: 6070.349121
	Iteration 53Q: 3 clusters Score -2.56902e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 204848 members 
Entering Unmasked Estep 
Score: -25690224.000000 Penalty: 6070.349121
	Iteration 54Q: 3 clusters Score -2.569022e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 204852 members 
Entering Unmasked Estep 
Score: -25690196.000000 Penalty: 6070.349121
	Iteration 55Q: 3 clusters Score -2.56902e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 204856 members 
Entering Unmasked Estep 
Score: -25690190.000000 Penalty: 6070.349121
	Iteration 56Q: 3 clusters Score -2.569019e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 204857 members 
Entering Unmasked Estep 
Score: -25690196.000000 Penalty: 6070.349121
	Iteration 57Q: 3 clusters Score -2.56902e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 204859 members 
Entering Unmasked Estep 
Score: -25690202.000000 Penalty: 6070.349121
	Iteration 58Q: 3 clusters Score -2.56902e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 204860 members 
Entering Unmasked Estep 
Score: -25690210.000000 Penalty: 6070.349121
	Iteration 59Q: 3 clusters Score -2.569021e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 204861 members 
Entering Unmasked Estep 
Score: -25690212.000000 Penalty: 6070.349121
	Iteration 60F: 3 clusters Score -2.569021e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 204862 members 
Entering Unmasked Estep 
Score: -25690216.000000 Penalty: 6070.349121
	Iteration 61Q: 3 clusters Score -2.569022e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 204863 members 
Entering Unmasked Estep 
Score: -25690224.000000 Penalty: 6070.349121
	Iteration 62Q: 3 clusters Score -2.569022e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 204864 members 
Entering Unmasked Estep 
Score: -25690230.000000 Penalty: 6070.349121
	Iteration 63Q: 3 clusters Score -2.569023e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 204867 members 
Entering Unmasked Estep 
Score: -25690212.000000 Penalty: 6070.349121
	Iteration 64Q: 3 clusters Score -2.569021e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 204871 members 
Entering Unmasked Estep 
Score: -25690194.000000 Penalty: 6070.349121
	Iteration 65Q: 3 clusters Score -2.569019e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 204875 members 
Entering Unmasked Estep 
Score: -25690182.000000 Penalty: 6070.349121
	Iteration 66Q: 3 clusters Score -2.569018e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 204877 members 
Entering Unmasked Estep 
Score: -25690196.000000 Penalty: 6070.349121
	Iteration 67Q: 3 clusters Score -2.56902e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 204881 members 
Entering Unmasked Estep 
Score: -25690186.000000 Penalty: 6070.349121
	Iteration 68Q: 3 clusters Score -2.569019e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 204886 members 
Entering Unmasked Estep 
Score: -25690184.000000 Penalty: 6070.349121
	Iteration 69Q: 3 clusters Score -2.569018e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 204891 members 
Entering Unmasked Estep 
Score: -25690180.000000 Penalty: 6070.349121
	Iteration 70Q: 3 clusters Score -2.569018e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 204893 members 
Entering Unmasked Estep 
Score: -25690176.000000 Penalty: 6070.349121
	Iteration 71Q: 3 clusters Score -2.569018e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 204895 members 
Entering Unmasked Estep 
Score: -25690174.000000 Penalty: 6070.349121
	Iteration 72Q: 3 clusters Score -2.569017e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 204898 members 
Entering Unmasked Estep 
Score: -25690156.000000 Penalty: 6070.349121
	Iteration 73Q: 3 clusters Score -2.569016e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 204898 members 
Entering Unmasked Estep 
Score: -25690156.000000 Penalty: 6070.349121
	Iteration 74F: 3 clusters Score -2.569016e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Entering Unmasked Estep 
Score: -27008.884766 Penalty: 1395.650024
	Iteration 0F: 2 clusters Score -27008.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -25795.212891 Penalty: 2791.300049
	Iteration 0F: 3 clusters Score -25795.21 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -25929.234375 Penalty: 2791.300049
	Iteration 1F: 3 clusters Score -25929.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -25960.791016 Penalty: 2791.300049
	Iteration 2Q: 3 clusters Score -25960.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -25966.583984 Penalty: 2791.300049
	Iteration 3Q: 3 clusters Score -25966.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -25966.583984 Penalty: 2791.300049
	Iteration 4F: 3 clusters Score -25966.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19436 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Entering Unmasked Estep 
Score: -2439616.750000 Penalty: 2448.970947
	Iteration 0F: 2 clusters Score -2439617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -2425842.250000 Penalty: 4897.941895
	Iteration 0F: 3 clusters Score -2425842 nChanged 8516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -2430440.250000 Penalty: 4897.941895
	Iteration 1F: 3 clusters Score -2430440 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -2430795.250000 Penalty: 4897.941895
	Iteration 2F: 3 clusters Score -2430795 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2431092.000000 Penalty: 4897.941895
	Iteration 3Q: 3 clusters Score -2431092 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -2431376.500000 Penalty: 4897.941895
	Iteration 4Q: 3 clusters Score -2431376 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -2431693.250000 Penalty: 4897.941895
	Iteration 5Q: 3 clusters Score -2431693 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -2432052.250000 Penalty: 4897.941895
	Iteration 6Q: 3 clusters Score -2432052 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -2432483.500000 Penalty: 4897.941895
	Iteration 7Q: 3 clusters Score -2432484 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -2432982.500000 Penalty: 4897.941895
	Iteration 8Q: 3 clusters Score -2432982 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -2433584.750000 Penalty: 4897.941895
	Iteration 9Q: 3 clusters Score -2433585 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14175 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -2434177.250000 Penalty: 4897.941895
	Iteration 10Q: 3 clusters Score -2434177 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -2434856.000000 Penalty: 4897.941895
	Iteration 11Q: 3 clusters Score -2434856 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -2435486.000000 Penalty: 4897.941895
	Iteration 12Q: 3 clusters Score -2435486 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -2435981.250000 Penalty: 4897.941895
	Iteration 13Q: 3 clusters Score -2435981 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -2436357.750000 Penalty: 4897.941895
	Iteration 14Q: 3 clusters Score -2436358 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2436651.500000 Penalty: 4897.941895
	Iteration 15Q: 3 clusters Score -2436652 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2436840.250000 Penalty: 4897.941895
	Iteration 16Q: 3 clusters Score -2436840 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2436968.500000 Penalty: 4897.941895
	Iteration 17Q: 3 clusters Score -2436968 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2437061.000000 Penalty: 4897.941895
	Iteration 18Q: 3 clusters Score -2437061 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2437132.000000 Penalty: 4897.941895
	Iteration 19Q: 3 clusters Score -2437132 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -2437193.000000 Penalty: 4897.941895
	Iteration 20F: 3 clusters Score -2437193 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2437249.250000 Penalty: 4897.941895
	Iteration 21Q: 3 clusters Score -2437249 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2437286.000000 Penalty: 4897.941895
	Iteration 22Q: 3 clusters Score -2437286 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2437313.750000 Penalty: 4897.941895
	Iteration 23Q: 3 clusters Score -2437314 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2437341.250000 Penalty: 4897.941895
	Iteration 24Q: 3 clusters Score -2437341 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2437358.750000 Penalty: 4897.941895
	Iteration 25Q: 3 clusters Score -2437359 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2437385.250000 Penalty: 4897.941895
	Iteration 26Q: 3 clusters Score -2437385 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2437396.500000 Penalty: 4897.941895
	Iteration 27Q: 3 clusters Score -2437396 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2437409.000000 Penalty: 4897.941895
	Iteration 28Q: 3 clusters Score -2437409 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2437418.250000 Penalty: 4897.941895
	Iteration 29Q: 3 clusters Score -2437418 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2437426.750000 Penalty: 4897.941895
	Iteration 30Q: 3 clusters Score -2437427 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2437430.750000 Penalty: 4897.941895
	Iteration 31Q: 3 clusters Score -2437431 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2437431.750000 Penalty: 4897.941895
	Iteration 32Q: 3 clusters Score -2437432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2437433.750000 Penalty: 4897.941895
	Iteration 33Q: 3 clusters Score -2437434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2437435.500000 Penalty: 4897.941895
	Iteration 34Q: 3 clusters Score -2437436 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2437442.000000 Penalty: 4897.941895
	Iteration 35Q: 3 clusters Score -2437442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2437454.250000 Penalty: 4897.941895
	Iteration 36Q: 3 clusters Score -2437454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2437459.250000 Penalty: 4897.941895
	Iteration 37Q: 3 clusters Score -2437459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2437463.500000 Penalty: 4897.941895
	Iteration 38Q: 3 clusters Score -2437464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2437463.500000 Penalty: 4897.941895
	Iteration 39Q: 3 clusters Score -2437464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2437469.000000 Penalty: 4897.941895
	Iteration 40F: 3 clusters Score -2437469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2437476.250000 Penalty: 4897.941895
	Iteration 41Q: 3 clusters Score -2437476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2437482.500000 Penalty: 4897.941895
	Iteration 42Q: 3 clusters Score -2437482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2437487.750000 Penalty: 4897.941895
	Iteration 43Q: 3 clusters Score -2437488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -2437494.750000 Penalty: 4897.941895
	Iteration 44Q: 3 clusters Score -2437495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2437495.500000 Penalty: 4897.941895
	Iteration 45Q: 3 clusters Score -2437496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2437498.750000 Penalty: 4897.941895
	Iteration 46Q: 3 clusters Score -2437499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2437505.500000 Penalty: 4897.941895
	Iteration 47Q: 3 clusters Score -2437506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2437506.500000 Penalty: 4897.941895
	Iteration 48Q: 3 clusters Score -2437506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2437506.250000 Penalty: 4897.941895
	Iteration 49Q: 3 clusters Score -2437506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2437505.500000 Penalty: 4897.941895
	Iteration 50Q: 3 clusters Score -2437506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2437506.750000 Penalty: 4897.941895
	Iteration 51Q: 3 clusters Score -2437507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2437506.750000 Penalty: 4897.941895
	Iteration 52F: 3 clusters Score -2437507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (72049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72049 members 
Entering Unmasked Estep 
Score: -8780294.000000 Penalty: 2773.905273
	Iteration 0F: 2 clusters Score -8780294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35856 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
Score: -8732165.000000 Penalty: 5547.810547
	Iteration 0F: 3 clusters Score -8732165 nChanged 33578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
Score: -8750843.000000 Penalty: 5547.810547
	Iteration 1F: 3 clusters Score -8750843 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32226 members 
Mstep: Class 2 contains 39823 members 
Entering Unmasked Estep 
Score: -8751626.000000 Penalty: 5547.810547
	Iteration 2Q: 3 clusters Score -8751626 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 42118 members 
Entering Unmasked Estep 
Score: -8752717.000000 Penalty: 5547.810547
	Iteration 3Q: 3 clusters Score -8752717 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 2 contains 45414 members 
Entering Unmasked Estep 
Score: -8754488.000000 Penalty: 5547.810547
	Iteration 4F: 3 clusters Score -8754488 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 49939 members 
Entering Unmasked Estep 
Score: -8757563.000000 Penalty: 5547.810547
	Iteration 5F: 3 clusters Score -8757563 nChanged 5884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 55713 members 
Entering Unmasked Estep 
Score: -8762198.000000 Penalty: 5547.810547
	Iteration 6F: 3 clusters Score -8762198 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 61729 members 
Entering Unmasked Estep 
Score: -8767671.000000 Penalty: 5547.810547
	Iteration 7F: 3 clusters Score -8767671 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 66551 members 
Entering Unmasked Estep 
Score: -8772494.000000 Penalty: 5547.810547
	Iteration 8F: 3 clusters Score -8772494 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 69692 members 
Entering Unmasked Estep 
Score: -8775660.000000 Penalty: 5547.810547
	Iteration 9Q: 3 clusters Score -8775660 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 71100 members 
Entering Unmasked Estep 
Score: -8777057.000000 Penalty: 5547.810547
	Iteration 10Q: 3 clusters Score -8777057 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 71573 members 
Entering Unmasked Estep 
Score: -8777541.000000 Penalty: 5547.810547
	Iteration 11Q: 3 clusters Score -8777541 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 71707 members 
Entering Unmasked Estep 
Score: -8777697.000000 Penalty: 5547.810547
	Iteration 12Q: 3 clusters Score -8777697 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 71761 members 
Entering Unmasked Estep 
Score: -8777759.000000 Penalty: 5547.810547
	Iteration 13Q: 3 clusters Score -8777759 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 71788 members 
Entering Unmasked Estep 
Score: -8777823.000000 Penalty: 5547.810547
	Iteration 14Q: 3 clusters Score -8777823 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 71796 members 
Entering Unmasked Estep 
Score: -8777844.000000 Penalty: 5547.810547
	Iteration 15Q: 3 clusters Score -8777844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 71801 members 
Entering Unmasked Estep 
Score: -8777854.000000 Penalty: 5547.810547
	Iteration 16Q: 3 clusters Score -8777854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 71806 members 
Entering Unmasked Estep 
Score: -8777873.000000 Penalty: 5547.810547
	Iteration 17Q: 3 clusters Score -8777873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 71812 members 
Entering Unmasked Estep 
Score: -8777884.000000 Penalty: 5547.810547
	Iteration 18Q: 3 clusters Score -8777884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 71815 members 
Entering Unmasked Estep 
Score: -8777886.000000 Penalty: 5547.810547
	Iteration 19Q: 3 clusters Score -8777886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 71817 members 
Entering Unmasked Estep 
Score: -8777887.000000 Penalty: 5547.810547
	Iteration 20F: 3 clusters Score -8777887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 71818 members 
Entering Unmasked Estep 
Score: -8777893.000000 Penalty: 5547.810547
	Iteration 21Q: 3 clusters Score -8777893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 71819 members 
Entering Unmasked Estep 
Score: -8777892.000000 Penalty: 5547.810547
	Iteration 22Q: 3 clusters Score -8777892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 71820 members 
Entering Unmasked Estep 
Score: -8777891.000000 Penalty: 5547.810547
	Iteration 23Q: 3 clusters Score -8777891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 71822 members 
Entering Unmasked Estep 
Score: -8777899.000000 Penalty: 5547.810547
	Iteration 24Q: 3 clusters Score -8777899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 71823 members 
Entering Unmasked Estep 
Score: -8777905.000000 Penalty: 5547.810547
	Iteration 25Q: 3 clusters Score -8777905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 71826 members 
Entering Unmasked Estep 
Score: -8777906.000000 Penalty: 5547.810547
	Iteration 26Q: 3 clusters Score -8777906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 71827 members 
Entering Unmasked Estep 
Score: -8777915.000000 Penalty: 5547.810547
	Iteration 27Q: 3 clusters Score -8777915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 71829 members 
Entering Unmasked Estep 
Score: -8777922.000000 Penalty: 5547.810547
	Iteration 28Q: 3 clusters Score -8777922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 71828 members 
Entering Unmasked Estep 
Score: -8777919.000000 Penalty: 5547.810547
	Iteration 29Q: 3 clusters Score -8777919 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 71828 members 
Entering Unmasked Estep 
Score: -8777919.000000 Penalty: 5547.810547
	Iteration 30F: 3 clusters Score -8777919 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (30095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Entering Unmasked Estep 
Score: -3844358.000000 Penalty: 2557.404541
	Iteration 0F: 2 clusters Score -3844358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 15070 members 
Entering Unmasked Estep 
Score: -3823704.000000 Penalty: 5114.809082
	Iteration 0F: 3 clusters Score -3823704 nChanged 13612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -3831153.750000 Penalty: 5114.809082
	Iteration 1F: 3 clusters Score -3831154 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -3831553.250000 Penalty: 5114.809082
	Iteration 2Q: 3 clusters Score -3831553 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -3831884.500000 Penalty: 5114.809082
	Iteration 3Q: 3 clusters Score -3831884 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -3832228.500000 Penalty: 5114.809082
	Iteration 4Q: 3 clusters Score -3832228 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -3832523.500000 Penalty: 5114.809082
	Iteration 5Q: 3 clusters Score -3832524 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -3832849.500000 Penalty: 5114.809082
	Iteration 6Q: 3 clusters Score -3832850 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -3833194.250000 Penalty: 5114.809082
	Iteration 7Q: 3 clusters Score -3833194 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -3833577.750000 Penalty: 5114.809082
	Iteration 8Q: 3 clusters Score -3833578 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -3834089.250000 Penalty: 5114.809082
	Iteration 9Q: 3 clusters Score -3834089 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -3834764.250000 Penalty: 5114.809082
	Iteration 10Q: 3 clusters Score -3834764 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -3835560.250000 Penalty: 5114.809082
	Iteration 11Q: 3 clusters Score -3835560 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -3836446.250000 Penalty: 5114.809082
	Iteration 12Q: 3 clusters Score -3836446 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -3837175.500000 Penalty: 5114.809082
	Iteration 13Q: 3 clusters Score -3837176 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -3837683.250000 Penalty: 5114.809082
	Iteration 14Q: 3 clusters Score -3837683 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -3837929.250000 Penalty: 5114.809082
	Iteration 15Q: 3 clusters Score -3837929 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -3838084.500000 Penalty: 5114.809082
	Iteration 16Q: 3 clusters Score -3838084 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -3838192.250000 Penalty: 5114.809082
	Iteration 17Q: 3 clusters Score -3838192 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -3838264.000000 Penalty: 5114.809082
	Iteration 18Q: 3 clusters Score -3838264 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -3838336.250000 Penalty: 5114.809082
	Iteration 19Q: 3 clusters Score -3838336 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -3838385.500000 Penalty: 5114.809082
	Iteration 20F: 3 clusters Score -3838386 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -3838449.500000 Penalty: 5114.809082
	Iteration 21Q: 3 clusters Score -3838450 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -3838524.000000 Penalty: 5114.809082
	Iteration 22Q: 3 clusters Score -3838524 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -3838607.000000 Penalty: 5114.809082
	Iteration 23Q: 3 clusters Score -3838607 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -3838692.000000 Penalty: 5114.809082
	Iteration 24Q: 3 clusters Score -3838692 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -3838774.000000 Penalty: 5114.809082
	Iteration 25Q: 3 clusters Score -3838774 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -3838852.250000 Penalty: 5114.809082
	Iteration 26Q: 3 clusters Score -3838852 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -3838959.250000 Penalty: 5114.809082
	Iteration 27Q: 3 clusters Score -3838959 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -3839078.000000 Penalty: 5114.809082
	Iteration 28Q: 3 clusters Score -3839078 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -3839207.250000 Penalty: 5114.809082
	Iteration 29Q: 3 clusters Score -3839207 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -3839348.500000 Penalty: 5114.809082
	Iteration 30Q: 3 clusters Score -3839348 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -3839512.250000 Penalty: 5114.809082
	Iteration 31Q: 3 clusters Score -3839512 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -3839694.000000 Penalty: 5114.809082
	Iteration 32Q: 3 clusters Score -3839694 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25306 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -3839855.250000 Penalty: 5114.809082
	Iteration 33Q: 3 clusters Score -3839855 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25650 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -3840005.250000 Penalty: 5114.809082
	Iteration 34Q: 3 clusters Score -3840005 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -3840132.000000 Penalty: 5114.809082
	Iteration 35Q: 3 clusters Score -3840132 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -3840242.500000 Penalty: 5114.809082
	Iteration 36Q: 3 clusters Score -3840242 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -3840384.500000 Penalty: 5114.809082
	Iteration 37Q: 3 clusters Score -3840384 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -3840540.250000 Penalty: 5114.809082
	Iteration 38Q: 3 clusters Score -3840540 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -3840716.750000 Penalty: 5114.809082
	Iteration 39Q: 3 clusters Score -3840717 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -3840872.000000 Penalty: 5114.809082
	Iteration 40F: 3 clusters Score -3840872 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27855 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -3841020.500000 Penalty: 5114.809082
	Iteration 41Q: 3 clusters Score -3841020 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -3841180.000000 Penalty: 5114.809082
	Iteration 42Q: 3 clusters Score -3841180 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28367 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3841337.500000 Penalty: 5114.809082
	Iteration 43Q: 3 clusters Score -3841338 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -3841483.750000 Penalty: 5114.809082
	Iteration 44Q: 3 clusters Score -3841484 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28770 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -3841605.000000 Penalty: 5114.809082
	Iteration 45Q: 3 clusters Score -3841605 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3841692.250000 Penalty: 5114.809082
	Iteration 46Q: 3 clusters Score -3841692 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3841773.750000 Penalty: 5114.809082
	Iteration 47Q: 3 clusters Score -3841774 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -3841839.750000 Penalty: 5114.809082
	Iteration 48Q: 3 clusters Score -3841840 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29230 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3841893.250000 Penalty: 5114.809082
	Iteration 49Q: 3 clusters Score -3841893 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29298 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3841935.500000 Penalty: 5114.809082
	Iteration 50Q: 3 clusters Score -3841936 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29346 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3841975.500000 Penalty: 5114.809082
	Iteration 51Q: 3 clusters Score -3841976 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3841998.750000 Penalty: 5114.809082
	Iteration 52Q: 3 clusters Score -3841999 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29412 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -3842018.750000 Penalty: 5114.809082
	Iteration 53Q: 3 clusters Score -3842019 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3842033.250000 Penalty: 5114.809082
	Iteration 54Q: 3 clusters Score -3842033 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29449 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3842044.000000 Penalty: 5114.809082
	Iteration 55Q: 3 clusters Score -3842044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3842051.000000 Penalty: 5114.809082
	Iteration 56Q: 3 clusters Score -3842051 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29465 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3842069.750000 Penalty: 5114.809082
	Iteration 57Q: 3 clusters Score -3842070 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3842081.250000 Penalty: 5114.809082
	Iteration 58Q: 3 clusters Score -3842081 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29489 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3842092.000000 Penalty: 5114.809082
	Iteration 59Q: 3 clusters Score -3842092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3842092.250000 Penalty: 5114.809082
	Iteration 60F: 3 clusters Score -3842092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29506 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3842098.500000 Penalty: 5114.809082
	Iteration 61Q: 3 clusters Score -3842098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29507 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3842104.250000 Penalty: 5114.809082
	Iteration 62Q: 3 clusters Score -3842104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29512 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3842103.500000 Penalty: 5114.809082
	Iteration 63Q: 3 clusters Score -3842104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3842106.000000 Penalty: 5114.809082
	Iteration 64Q: 3 clusters Score -3842106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3842106.000000 Penalty: 5114.809082
	Iteration 65F: 3 clusters Score -3842106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Entering Unmasked Estep 
Score: -152141.203125 Penalty: 1784.220337
	Iteration 0F: 2 clusters Score -152141.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -150073.968750 Penalty: 3568.440674
	Iteration 0F: 3 clusters Score -150074 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -150604.781250 Penalty: 3568.440674
	Iteration 1F: 3 clusters Score -150604.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -150752.468750 Penalty: 3568.440674
	Iteration 2F: 3 clusters Score -150752.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -150842.250000 Penalty: 3568.440674
	Iteration 3Q: 3 clusters Score -150842.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -150939.218750 Penalty: 3568.440674
	Iteration 4Q: 3 clusters Score -150939.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -151069.140625 Penalty: 3568.440674
	Iteration 5Q: 3 clusters Score -151069.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -151230.984375 Penalty: 3568.440674
	Iteration 6Q: 3 clusters Score -151231 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -151496.265625 Penalty: 3568.440674
	Iteration 7Q: 3 clusters Score -151496.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -151832.765625 Penalty: 3568.440674
	Iteration 8F: 3 clusters Score -151832.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -152027.625000 Penalty: 3568.440674
	Iteration 9F: 3 clusters Score -152027.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -152285.546875 Penalty: 3568.440674
	Iteration 10F: 3 clusters Score -152285.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -152524.203125 Penalty: 3568.440674
	Iteration 11Q: 3 clusters Score -152524.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -152699.265625 Penalty: 3568.440674
	Iteration 12Q: 3 clusters Score -152699.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -152770.500000 Penalty: 3568.440674
	Iteration 13Q: 3 clusters Score -152770.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -152819.500000 Penalty: 3568.440674
	Iteration 14Q: 3 clusters Score -152819.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -152841.812500 Penalty: 3568.440674
	Iteration 15Q: 3 clusters Score -152841.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -152844.109375 Penalty: 3568.440674
	Iteration 16Q: 3 clusters Score -152844.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -152848.187500 Penalty: 3568.440674
	Iteration 17Q: 3 clusters Score -152848.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -152848.187500 Penalty: 3568.440674
	Iteration 18F: 3 clusters Score -152848.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 23668 members 
Mstep: Class 3 contains 46454 members 
Mstep: Class 4 contains 235662 members 
Mstep: Class 5 contains 13809 members 
Mstep: Class 6 contains 6578 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59330 members 
Mstep: Class 9 contains 41400 members 
Mstep: Class 10 contains 22131 members 
Mstep: Class 11 contains 8620 members 
Mstep: Class 12 contains 17503 members 
Mstep: Class 13 contains 34500 members 
Mstep: Class 14 contains 2131 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 1943 members 
Mstep: Class 17 contains 2667 members 
Mstep: Class 18 contains 206614 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19436 members 
Mstep: Class 21 contains 72049 members 
Mstep: Class 22 contains 960 members 
Mstep: Class 23 contains 30095 members 
Mstep: Class 24 contains 372 members 
Entering Unmasked Estep 
Score: -104758872.000000 Penalty: 81314.312500
Splitting cluster 24 changes total score from -104759768.000000 to -104758872.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 23668 members 
Mstep: Class 3 contains 46454 members 
Mstep: Class 4 contains 235662 members 
Mstep: Class 5 contains 13809 members 
Mstep: Class 6 contains 6578 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59330 members 
Mstep: Class 9 contains 41400 members 
Mstep: Class 10 contains 22131 members 
Mstep: Class 11 contains 8620 members 
Mstep: Class 12 contains 17503 members 
Mstep: Class 13 contains 34500 members 
Mstep: Class 14 contains 2131 members 
Mstep: Class 15 contains 4385 members 
Mstep: Class 16 contains 1943 members 
Mstep: Class 17 contains 2667 members 
Mstep: Class 18 contains 206614 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19436 members 
Mstep: Class 21 contains 72049 members 
Mstep: Class 23 contains 30095 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759744.000000 Penalty: 77926.218750
Iteration 199Q: 24 clusters Score -1.047597e+08 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 23692 members 
Mstep: Class 3 contains 46443 members 
Mstep: Class 4 contains 235451 members 
Mstep: Class 5 contains 13811 members 
Mstep: Class 6 contains 6580 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59358 members 
Mstep: Class 9 contains 41423 members 
Mstep: Class 10 contains 22134 members 
Mstep: Class 11 contains 8598 members 
Mstep: Class 12 contains 17517 members 
Mstep: Class 13 contains 34506 members 
Mstep: Class 14 contains 2133 members 
Mstep: Class 15 contains 4383 members 
Mstep: Class 16 contains 1942 members 
Mstep: Class 17 contains 2668 members 
Mstep: Class 18 contains 206591 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19449 members 
Mstep: Class 21 contains 71986 members 
Mstep: Class 23 contains 30311 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759744.000000 Penalty: 77926.218750
Iteration 200F: 24 clusters Score -1.047597e+08 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 23725 members 
Mstep: Class 3 contains 46432 members 
Mstep: Class 4 contains 235192 members 
Mstep: Class 5 contains 13810 members 
Mstep: Class 6 contains 6583 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59393 members 
Mstep: Class 9 contains 41440 members 
Mstep: Class 10 contains 22132 members 
Mstep: Class 11 contains 8582 members 
Mstep: Class 12 contains 17536 members 
Mstep: Class 13 contains 34506 members 
Mstep: Class 14 contains 2137 members 
Mstep: Class 15 contains 4384 members 
Mstep: Class 16 contains 1942 members 
Mstep: Class 17 contains 2669 members 
Mstep: Class 18 contains 206602 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19467 members 
Mstep: Class 21 contains 71912 members 
Mstep: Class 23 contains 30532 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759864.000000 Penalty: 77926.218750
Iteration 201Q: 24 clusters Score -1.047599e+08 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 23751 members 
Mstep: Class 3 contains 46415 members 
Mstep: Class 4 contains 234983 members 
Mstep: Class 5 contains 13805 members 
Mstep: Class 6 contains 6584 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59401 members 
Mstep: Class 9 contains 41460 members 
Mstep: Class 10 contains 22139 members 
Mstep: Class 11 contains 8562 members 
Mstep: Class 12 contains 17550 members 
Mstep: Class 13 contains 34514 members 
Mstep: Class 14 contains 2141 members 
Mstep: Class 15 contains 4384 members 
Mstep: Class 16 contains 1942 members 
Mstep: Class 17 contains 2669 members 
Mstep: Class 18 contains 206585 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19482 members 
Mstep: Class 21 contains 71851 members 
Mstep: Class 23 contains 30759 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759984.000000 Penalty: 77926.218750
Iteration 202Q: 24 clusters Score -1.0476e+08 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 23783 members 
Mstep: Class 3 contains 46400 members 
Mstep: Class 4 contains 234739 members 
Mstep: Class 5 contains 13802 members 
Mstep: Class 6 contains 6584 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59415 members 
Mstep: Class 9 contains 41481 members 
Mstep: Class 10 contains 22139 members 
Mstep: Class 11 contains 8536 members 
Mstep: Class 12 contains 17560 members 
Mstep: Class 13 contains 34524 members 
Mstep: Class 14 contains 2144 members 
Mstep: Class 15 contains 4378 members 
Mstep: Class 16 contains 1942 members 
Mstep: Class 17 contains 2670 members 
Mstep: Class 18 contains 206637 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19488 members 
Mstep: Class 21 contains 71771 members 
Mstep: Class 23 contains 30984 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760064.000000 Penalty: 77926.218750
Iteration 203Q: 24 clusters Score -1.047601e+08 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 23818 members 
Mstep: Class 3 contains 46386 members 
Mstep: Class 4 contains 234455 members 
Mstep: Class 5 contains 13797 members 
Mstep: Class 6 contains 6584 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59417 members 
Mstep: Class 9 contains 41502 members 
Mstep: Class 10 contains 22143 members 
Mstep: Class 11 contains 8517 members 
Mstep: Class 12 contains 17572 members 
Mstep: Class 13 contains 34529 members 
Mstep: Class 14 contains 2142 members 
Mstep: Class 15 contains 4374 members 
Mstep: Class 16 contains 1942 members 
Mstep: Class 17 contains 2671 members 
Mstep: Class 18 contains 206750 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19493 members 
Mstep: Class 21 contains 71671 members 
Mstep: Class 23 contains 31214 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760416.000000 Penalty: 77926.218750
Iteration 204Q: 24 clusters Score -1.047604e+08 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 23861 members 
Mstep: Class 3 contains 46369 members 
Mstep: Class 4 contains 234121 members 
Mstep: Class 5 contains 13788 members 
Mstep: Class 6 contains 6584 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59433 members 
Mstep: Class 9 contains 41517 members 
Mstep: Class 10 contains 22140 members 
Mstep: Class 11 contains 8502 members 
Mstep: Class 12 contains 17578 members 
Mstep: Class 13 contains 34536 members 
Mstep: Class 14 contains 2142 members 
Mstep: Class 15 contains 4372 members 
Mstep: Class 16 contains 1943 members 
Mstep: Class 17 contains 2671 members 
Mstep: Class 18 contains 206903 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19502 members 
Mstep: Class 21 contains 71557 members 
Mstep: Class 23 contains 31458 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760296.000000 Penalty: 77926.218750
Iteration 205Q: 24 clusters Score -1.047603e+08 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 23904 members 
Mstep: Class 3 contains 46348 members 
Mstep: Class 4 contains 233843 members 
Mstep: Class 5 contains 13787 members 
Mstep: Class 6 contains 6585 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59434 members 
Mstep: Class 9 contains 41540 members 
Mstep: Class 10 contains 22136 members 
Mstep: Class 11 contains 8493 members 
Mstep: Class 12 contains 17588 members 
Mstep: Class 13 contains 34541 members 
Mstep: Class 14 contains 2140 members 
Mstep: Class 15 contains 4367 members 
Mstep: Class 16 contains 1943 members 
Mstep: Class 17 contains 2672 members 
Mstep: Class 18 contains 206987 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19509 members 
Mstep: Class 21 contains 71456 members 
Mstep: Class 23 contains 31702 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760288.000000 Penalty: 77926.218750
Iteration 206Q: 24 clusters Score -1.047603e+08 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 23942 members 
Mstep: Class 3 contains 46330 members 
Mstep: Class 4 contains 233593 members 
Mstep: Class 5 contains 13783 members 
Mstep: Class 6 contains 6586 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59438 members 
Mstep: Class 9 contains 41554 members 
Mstep: Class 10 contains 22132 members 
Mstep: Class 11 contains 8484 members 
Mstep: Class 12 contains 17598 members 
Mstep: Class 13 contains 34555 members 
Mstep: Class 14 contains 2140 members 
Mstep: Class 15 contains 4365 members 
Mstep: Class 16 contains 1943 members 
Mstep: Class 17 contains 2672 members 
Mstep: Class 18 contains 207044 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19509 members 
Mstep: Class 21 contains 71356 members 
Mstep: Class 23 contains 31952 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760352.000000 Penalty: 77926.218750
Iteration 207Q: 24 clusters Score -1.047604e+08 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 23972 members 
Mstep: Class 3 contains 46310 members 
Mstep: Class 4 contains 233410 members 
Mstep: Class 5 contains 13781 members 
Mstep: Class 6 contains 6586 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59430 members 
Mstep: Class 9 contains 41579 members 
Mstep: Class 10 contains 22131 members 
Mstep: Class 11 contains 8470 members 
Mstep: Class 12 contains 17598 members 
Mstep: Class 13 contains 34565 members 
Mstep: Class 14 contains 2138 members 
Mstep: Class 15 contains 4363 members 
Mstep: Class 16 contains 1943 members 
Mstep: Class 17 contains 2672 members 
Mstep: Class 18 contains 207032 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19511 members 
Mstep: Class 21 contains 71261 members 
Mstep: Class 23 contains 32224 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760504.000000 Penalty: 77926.218750
Iteration 208Q: 24 clusters Score -1.047605e+08 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 24010 members 
Mstep: Class 3 contains 46312 members 
Mstep: Class 4 contains 233256 members 
Mstep: Class 5 contains 13778 members 
Mstep: Class 6 contains 6586 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59420 members 
Mstep: Class 9 contains 41595 members 
Mstep: Class 10 contains 22130 members 
Mstep: Class 11 contains 8455 members 
Mstep: Class 12 contains 17595 members 
Mstep: Class 13 contains 34562 members 
Mstep: Class 14 contains 2136 members 
Mstep: Class 15 contains 4360 members 
Mstep: Class 16 contains 1941 members 
Mstep: Class 17 contains 2673 members 
Mstep: Class 18 contains 206989 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19521 members 
Mstep: Class 21 contains 71172 members 
Mstep: Class 23 contains 32485 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760456.000000 Penalty: 77926.218750
Iteration 209Q: 24 clusters Score -1.047605e+08 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 24060 members 
Mstep: Class 3 contains 46296 members 
Mstep: Class 4 contains 233106 members 
Mstep: Class 5 contains 13776 members 
Mstep: Class 6 contains 6586 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59417 members 
Mstep: Class 9 contains 41610 members 
Mstep: Class 10 contains 22125 members 
Mstep: Class 11 contains 8443 members 
Mstep: Class 12 contains 17587 members 
Mstep: Class 13 contains 34566 members 
Mstep: Class 14 contains 2135 members 
Mstep: Class 15 contains 4357 members 
Mstep: Class 16 contains 1941 members 
Mstep: Class 17 contains 2673 members 
Mstep: Class 18 contains 206941 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19531 members 
Mstep: Class 21 contains 71096 members 
Mstep: Class 23 contains 32730 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760560.000000 Penalty: 77926.218750
Iteration 210Q: 24 clusters Score -1.047606e+08 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 24098 members 
Mstep: Class 3 contains 46285 members 
Mstep: Class 4 contains 232947 members 
Mstep: Class 5 contains 13777 members 
Mstep: Class 6 contains 6586 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59402 members 
Mstep: Class 9 contains 41615 members 
Mstep: Class 10 contains 22126 members 
Mstep: Class 11 contains 8429 members 
Mstep: Class 12 contains 17587 members 
Mstep: Class 13 contains 34564 members 
Mstep: Class 14 contains 2131 members 
Mstep: Class 15 contains 4357 members 
Mstep: Class 16 contains 1940 members 
Mstep: Class 17 contains 2673 members 
Mstep: Class 18 contains 206918 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19539 members 
Mstep: Class 21 contains 71016 members 
Mstep: Class 23 contains 32985 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760584.000000 Penalty: 77926.218750
Iteration 211Q: 24 clusters Score -1.047606e+08 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 24134 members 
Mstep: Class 3 contains 46279 members 
Mstep: Class 4 contains 232796 members 
Mstep: Class 5 contains 13777 members 
Mstep: Class 6 contains 6586 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59384 members 
Mstep: Class 9 contains 41627 members 
Mstep: Class 10 contains 22127 members 
Mstep: Class 11 contains 8410 members 
Mstep: Class 12 contains 17593 members 
Mstep: Class 13 contains 34570 members 
Mstep: Class 14 contains 2131 members 
Mstep: Class 15 contains 4357 members 
Mstep: Class 16 contains 1943 members 
Mstep: Class 17 contains 2674 members 
Mstep: Class 18 contains 206880 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19548 members 
Mstep: Class 21 contains 70948 members 
Mstep: Class 23 contains 33211 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760664.000000 Penalty: 77926.218750
Iteration 212Q: 24 clusters Score -1.047607e+08 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 24173 members 
Mstep: Class 3 contains 46276 members 
Mstep: Class 4 contains 232681 members 
Mstep: Class 5 contains 13772 members 
Mstep: Class 6 contains 6587 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59370 members 
Mstep: Class 9 contains 41638 members 
Mstep: Class 10 contains 22123 members 
Mstep: Class 11 contains 8391 members 
Mstep: Class 12 contains 17596 members 
Mstep: Class 13 contains 34574 members 
Mstep: Class 14 contains 2132 members 
Mstep: Class 15 contains 4356 members 
Mstep: Class 16 contains 1939 members 
Mstep: Class 17 contains 2675 members 
Mstep: Class 18 contains 206825 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19565 members 
Mstep: Class 21 contains 70876 members 
Mstep: Class 23 contains 33426 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760480.000000 Penalty: 77926.218750
Iteration 213Q: 24 clusters Score -1.047605e+08 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 24205 members 
Mstep: Class 3 contains 46275 members 
Mstep: Class 4 contains 232568 members 
Mstep: Class 5 contains 13771 members 
Mstep: Class 6 contains 6586 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59357 members 
Mstep: Class 9 contains 41654 members 
Mstep: Class 10 contains 22124 members 
Mstep: Class 11 contains 8377 members 
Mstep: Class 12 contains 17604 members 
Mstep: Class 13 contains 34577 members 
Mstep: Class 14 contains 2132 members 
Mstep: Class 15 contains 4351 members 
Mstep: Class 16 contains 1938 members 
Mstep: Class 17 contains 2677 members 
Mstep: Class 18 contains 206760 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19583 members 
Mstep: Class 21 contains 70802 members 
Mstep: Class 23 contains 33633 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760312.000000 Penalty: 77926.218750
Iteration 214Q: 24 clusters Score -1.047603e+08 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 24243 members 
Mstep: Class 3 contains 46262 members 
Mstep: Class 4 contains 232482 members 
Mstep: Class 5 contains 13772 members 
Mstep: Class 6 contains 6587 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59354 members 
Mstep: Class 9 contains 41657 members 
Mstep: Class 10 contains 22121 members 
Mstep: Class 11 contains 8363 members 
Mstep: Class 12 contains 17612 members 
Mstep: Class 13 contains 34585 members 
Mstep: Class 14 contains 2128 members 
Mstep: Class 15 contains 4348 members 
Mstep: Class 16 contains 1936 members 
Mstep: Class 17 contains 2677 members 
Mstep: Class 18 contains 206666 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19596 members 
Mstep: Class 21 contains 70739 members 
Mstep: Class 23 contains 33846 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760448.000000 Penalty: 77926.218750
Iteration 215Q: 24 clusters Score -1.047604e+08 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 24284 members 
Mstep: Class 3 contains 46242 members 
Mstep: Class 4 contains 232399 members 
Mstep: Class 5 contains 13773 members 
Mstep: Class 6 contains 6587 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59335 members 
Mstep: Class 9 contains 41668 members 
Mstep: Class 10 contains 22122 members 
Mstep: Class 11 contains 8353 members 
Mstep: Class 12 contains 17617 members 
Mstep: Class 13 contains 34586 members 
Mstep: Class 14 contains 2128 members 
Mstep: Class 15 contains 4344 members 
Mstep: Class 16 contains 1937 members 
Mstep: Class 17 contains 2677 members 
Mstep: Class 18 contains 206571 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19617 members 
Mstep: Class 21 contains 70673 members 
Mstep: Class 23 contains 34061 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760400.000000 Penalty: 77926.218750
Iteration 216Q: 24 clusters Score -1.047604e+08 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 24332 members 
Mstep: Class 3 contains 46218 members 
Mstep: Class 4 contains 232336 members 
Mstep: Class 5 contains 13769 members 
Mstep: Class 6 contains 6587 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59323 members 
Mstep: Class 9 contains 41681 members 
Mstep: Class 10 contains 22126 members 
Mstep: Class 11 contains 8338 members 
Mstep: Class 12 contains 17620 members 
Mstep: Class 13 contains 34579 members 
Mstep: Class 14 contains 2124 members 
Mstep: Class 15 contains 4341 members 
Mstep: Class 16 contains 1936 members 
Mstep: Class 17 contains 2677 members 
Mstep: Class 18 contains 206496 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19623 members 
Mstep: Class 21 contains 70607 members 
Mstep: Class 23 contains 34261 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760472.000000 Penalty: 77926.218750
Iteration 217Q: 24 clusters Score -1.047605e+08 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 24369 members 
Mstep: Class 3 contains 46199 members 
Mstep: Class 4 contains 232270 members 
Mstep: Class 5 contains 13767 members 
Mstep: Class 6 contains 6587 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59317 members 
Mstep: Class 9 contains 41694 members 
Mstep: Class 10 contains 22128 members 
Mstep: Class 11 contains 8328 members 
Mstep: Class 12 contains 17622 members 
Mstep: Class 13 contains 34567 members 
Mstep: Class 14 contains 2122 members 
Mstep: Class 15 contains 4340 members 
Mstep: Class 16 contains 1937 members 
Mstep: Class 17 contains 2677 members 
Mstep: Class 18 contains 206376 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19631 members 
Mstep: Class 21 contains 70542 members 
Mstep: Class 23 contains 34500 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760456.000000 Penalty: 77926.218750
Iteration 218Q: 24 clusters Score -1.047605e+08 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 24403 members 
Mstep: Class 3 contains 46182 members 
Mstep: Class 4 contains 232285 members 
Mstep: Class 5 contains 13761 members 
Mstep: Class 6 contains 6587 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59298 members 
Mstep: Class 9 contains 41701 members 
Mstep: Class 10 contains 22122 members 
Mstep: Class 11 contains 8318 members 
Mstep: Class 12 contains 17621 members 
Mstep: Class 13 contains 34557 members 
Mstep: Class 14 contains 2120 members 
Mstep: Class 15 contains 4340 members 
Mstep: Class 16 contains 1935 members 
Mstep: Class 17 contains 2678 members 
Mstep: Class 18 contains 206208 members 
Mstep: Class 19 contains 278 members 
Mstep: Class 20 contains 19642 members 
Mstep: Class 21 contains 70480 members 
Mstep: Class 23 contains 34735 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760496.000000 Penalty: 77926.218750
Iteration 219Q: 24 clusters Score -1.047605e+08 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 24432 members 
Mstep: Class 3 contains 46172 members 
Mstep: Class 4 contains 232278 members 
Mstep: Class 5 contains 13764 members 
Mstep: Class 6 contains 6587 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59293 members 
Mstep: Class 9 contains 41719 members 
Mstep: Class 10 contains 22124 members 
Mstep: Class 11 contains 8311 members 
Mstep: Class 12 contains 17620 members 
Mstep: Class 13 contains 34545 members 
Mstep: Class 14 contains 2116 members 
Mstep: Class 15 contains 4338 members 
Mstep: Class 16 contains 1934 members 
Mstep: Class 17 contains 2678 members 
Mstep: Class 18 contains 206053 members 
Mstep: Class 19 contains 279 members 
Mstep: Class 20 contains 19650 members 
Mstep: Class 21 contains 70396 members 
Mstep: Class 23 contains 34962 members 
Mstep: Class 24 contains 1332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760776.000000 Penalty: 77926.218750
Iteration 220F: 24 clusters Score -1.047608e+08 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 24452 members 
Mstep: Class 3 contains 46160 members 
Mstep: Class 4 contains 232236 members 
Mstep: Class 5 contains 13767 members 
Mstep: Class 6 contains 6587 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59291 members 
Mstep: Class 9 contains 41735 members 
Mstep: Class 10 contains 22123 members 
Mstep: Class 11 contains 8303 members 
Mstep: Class 12 contains 17619 members 
Mstep: Class 13 contains 34531 members 
Mstep: Class 14 contains 2115 members 
Mstep: Class 15 contains 4338 members 
Mstep: Class 16 contains 1932 members 
Mstep: Class 17 contains 2681 members 
Mstep: Class 18 contains 205929 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 19658 members 
Mstep: Class 21 contains 70319 members 
Mstep: Class 23 contains 35195 members 
Mstep: Class 24 contains 1331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760752.000000 Penalty: 77926.218750
Iteration 221Q: 24 clusters Score -1.047608e+08 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 24477 members 
Mstep: Class 3 contains 46147 members 
Mstep: Class 4 contains 232202 members 
Mstep: Class 5 contains 13765 members 
Mstep: Class 6 contains 6587 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59286 members 
Mstep: Class 9 contains 41744 members 
Mstep: Class 10 contains 22123 members 
Mstep: Class 11 contains 8295 members 
Mstep: Class 12 contains 17629 members 
Mstep: Class 13 contains 34518 members 
Mstep: Class 14 contains 2117 members 
Mstep: Class 15 contains 4339 members 
Mstep: Class 16 contains 1932 members 
Mstep: Class 17 contains 2683 members 
Mstep: Class 18 contains 205760 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19658 members 
Mstep: Class 21 contains 70249 members 
Mstep: Class 23 contains 35460 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760712.000000 Penalty: 77926.218750
Iteration 222Q: 24 clusters Score -1.047607e+08 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 24496 members 
Mstep: Class 3 contains 46133 members 
Mstep: Class 4 contains 232187 members 
Mstep: Class 5 contains 13766 members 
Mstep: Class 6 contains 6587 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59279 members 
Mstep: Class 9 contains 41760 members 
Mstep: Class 10 contains 22119 members 
Mstep: Class 11 contains 8284 members 
Mstep: Class 12 contains 17636 members 
Mstep: Class 13 contains 34507 members 
Mstep: Class 14 contains 2116 members 
Mstep: Class 15 contains 4340 members 
Mstep: Class 16 contains 1931 members 
Mstep: Class 17 contains 2683 members 
Mstep: Class 18 contains 205619 members 
Mstep: Class 19 contains 283 members 
Mstep: Class 20 contains 19658 members 
Mstep: Class 21 contains 70179 members 
Mstep: Class 23 contains 35691 members 
Mstep: Class 24 contains 1329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760784.000000 Penalty: 77926.218750
Iteration 223Q: 24 clusters Score -1.047608e+08 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 24521 members 
Mstep: Class 3 contains 46108 members 
Mstep: Class 4 contains 232156 members 
Mstep: Class 5 contains 13757 members 
Mstep: Class 6 contains 6588 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59278 members 
Mstep: Class 9 contains 41764 members 
Mstep: Class 10 contains 22117 members 
Mstep: Class 11 contains 8275 members 
Mstep: Class 12 contains 17645 members 
Mstep: Class 13 contains 34500 members 
Mstep: Class 14 contains 2115 members 
Mstep: Class 15 contains 4337 members 
Mstep: Class 16 contains 1930 members 
Mstep: Class 17 contains 2685 members 
Mstep: Class 18 contains 205471 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19660 members 
Mstep: Class 21 contains 70110 members 
Mstep: Class 23 contains 35954 members 
Mstep: Class 24 contains 1329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760744.000000 Penalty: 77926.218750
Iteration 224Q: 24 clusters Score -1.047607e+08 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 24551 members 
Mstep: Class 3 contains 46086 members 
Mstep: Class 4 contains 232136 members 
Mstep: Class 5 contains 13759 members 
Mstep: Class 6 contains 6588 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59272 members 
Mstep: Class 9 contains 41766 members 
Mstep: Class 10 contains 22115 members 
Mstep: Class 11 contains 8262 members 
Mstep: Class 12 contains 17649 members 
Mstep: Class 13 contains 34498 members 
Mstep: Class 14 contains 2116 members 
Mstep: Class 15 contains 4339 members 
Mstep: Class 16 contains 1930 members 
Mstep: Class 17 contains 2686 members 
Mstep: Class 18 contains 205286 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 19663 members 
Mstep: Class 21 contains 70050 members 
Mstep: Class 23 contains 36218 members 
Mstep: Class 24 contains 1329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760864.000000 Penalty: 77926.218750
Iteration 225Q: 24 clusters Score -1.047609e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 24567 members 
Mstep: Class 3 contains 46062 members 
Mstep: Class 4 contains 232122 members 
Mstep: Class 5 contains 13757 members 
Mstep: Class 6 contains 6588 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59271 members 
Mstep: Class 9 contains 41770 members 
Mstep: Class 10 contains 22115 members 
Mstep: Class 11 contains 8244 members 
Mstep: Class 12 contains 17654 members 
Mstep: Class 13 contains 34494 members 
Mstep: Class 14 contains 2116 members 
Mstep: Class 15 contains 4341 members 
Mstep: Class 16 contains 1931 members 
Mstep: Class 17 contains 2686 members 
Mstep: Class 18 contains 205092 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 19666 members 
Mstep: Class 21 contains 70011 members 
Mstep: Class 23 contains 36484 members 
Mstep: Class 24 contains 1329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760720.000000 Penalty: 77926.218750
Iteration 226Q: 24 clusters Score -1.047607e+08 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 24581 members 
Mstep: Class 3 contains 46043 members 
Mstep: Class 4 contains 232090 members 
Mstep: Class 5 contains 13753 members 
Mstep: Class 6 contains 6588 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59275 members 
Mstep: Class 9 contains 41768 members 
Mstep: Class 10 contains 22115 members 
Mstep: Class 11 contains 8224 members 
Mstep: Class 12 contains 17668 members 
Mstep: Class 13 contains 34487 members 
Mstep: Class 14 contains 2115 members 
Mstep: Class 15 contains 4341 members 
Mstep: Class 16 contains 1931 members 
Mstep: Class 17 contains 2686 members 
Mstep: Class 18 contains 204973 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 19672 members 
Mstep: Class 21 contains 69934 members 
Mstep: Class 23 contains 36727 members 
Mstep: Class 24 contains 1329 members 
Entering Unmasked Estep 
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Iteration 227Q: 24 clusters Score -1.047606e+08 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 24599 members 
Mstep: Class 3 contains 46020 members 
Mstep: Class 4 contains 232022 members 
Mstep: Class 5 contains 13753 members 
Mstep: Class 6 contains 6587 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59291 members 
Mstep: Class 9 contains 41770 members 
Mstep: Class 10 contains 22117 members 
Mstep: Class 11 contains 8211 members 
Mstep: Class 12 contains 17675 members 
Mstep: Class 13 contains 34485 members 
Mstep: Class 14 contains 2114 members 
Mstep: Class 15 contains 4342 members 
Mstep: Class 16 contains 1930 members 
Mstep: Class 17 contains 2686 members 
Mstep: Class 18 contains 204865 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 19674 members 
Mstep: Class 21 contains 69838 members 
Mstep: Class 23 contains 36991 members 
Mstep: Class 24 contains 1329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760592.000000 Penalty: 77926.218750
Iteration 228Q: 24 clusters Score -1.047606e+08 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 24622 members 
Mstep: Class 3 contains 46011 members 
Mstep: Class 4 contains 231932 members 
Mstep: Class 5 contains 13758 members 
Mstep: Class 6 contains 6587 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59305 members 
Mstep: Class 9 contains 41767 members 
Mstep: Class 10 contains 22120 members 
Mstep: Class 11 contains 8194 members 
Mstep: Class 12 contains 17677 members 
Mstep: Class 13 contains 34483 members 
Mstep: Class 14 contains 2114 members 
Mstep: Class 15 contains 4344 members 
Mstep: Class 16 contains 1930 members 
Mstep: Class 17 contains 2686 members 
Mstep: Class 18 contains 204731 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 19671 members 
Mstep: Class 21 contains 69760 members 
Mstep: Class 23 contains 37277 members 
Mstep: Class 24 contains 1329 members 
Entering Unmasked Estep 
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Iteration 229Q: 24 clusters Score -1.047607e+08 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 24645 members 
Mstep: Class 3 contains 46000 members 
Mstep: Class 4 contains 231851 members 
Mstep: Class 5 contains 13754 members 
Mstep: Class 6 contains 6587 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59315 members 
Mstep: Class 9 contains 41769 members 
Mstep: Class 10 contains 22119 members 
Mstep: Class 11 contains 8178 members 
Mstep: Class 12 contains 17688 members 
Mstep: Class 13 contains 34476 members 
Mstep: Class 14 contains 2115 members 
Mstep: Class 15 contains 4344 members 
Mstep: Class 16 contains 1930 members 
Mstep: Class 17 contains 2686 members 
Mstep: Class 18 contains 204607 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 19676 members 
Mstep: Class 21 contains 69677 members 
Mstep: Class 23 contains 37552 members 
Mstep: Class 24 contains 1329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760624.000000 Penalty: 77926.218750
Iteration 230Q: 24 clusters Score -1.047606e+08 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 24671 members 
Mstep: Class 3 contains 45986 members 
Mstep: Class 4 contains 231779 members 
Mstep: Class 5 contains 13754 members 
Mstep: Class 6 contains 6587 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59328 members 
Mstep: Class 9 contains 41791 members 
Mstep: Class 10 contains 22121 members 
Mstep: Class 11 contains 8161 members 
Mstep: Class 12 contains 17693 members 
Mstep: Class 13 contains 34476 members 
Mstep: Class 14 contains 2116 members 
Mstep: Class 15 contains 4343 members 
Mstep: Class 16 contains 1929 members 
Mstep: Class 17 contains 2686 members 
Mstep: Class 18 contains 204480 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 19678 members 
Mstep: Class 21 contains 69588 members 
Mstep: Class 23 contains 37802 members 
Mstep: Class 24 contains 1329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760352.000000 Penalty: 77926.218750
Iteration 231Q: 24 clusters Score -1.047604e+08 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 24705 members 
Mstep: Class 3 contains 45984 members 
Mstep: Class 4 contains 231710 members 
Mstep: Class 5 contains 13750 members 
Mstep: Class 6 contains 6587 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59331 members 
Mstep: Class 9 contains 41797 members 
Mstep: Class 10 contains 22115 members 
Mstep: Class 11 contains 8147 members 
Mstep: Class 12 contains 17701 members 
Mstep: Class 13 contains 34475 members 
Mstep: Class 14 contains 2116 members 
Mstep: Class 15 contains 4344 members 
Mstep: Class 16 contains 1930 members 
Mstep: Class 17 contains 2686 members 
Mstep: Class 18 contains 204351 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 19687 members 
Mstep: Class 21 contains 69496 members 
Mstep: Class 23 contains 38057 members 
Mstep: Class 24 contains 1329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760408.000000 Penalty: 77926.218750
Iteration 232Q: 24 clusters Score -1.047604e+08 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 24741 members 
Mstep: Class 3 contains 45968 members 
Mstep: Class 4 contains 231642 members 
Mstep: Class 5 contains 13750 members 
Mstep: Class 6 contains 6587 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59328 members 
Mstep: Class 9 contains 41795 members 
Mstep: Class 10 contains 22118 members 
Mstep: Class 11 contains 8132 members 
Mstep: Class 12 contains 17705 members 
Mstep: Class 13 contains 34483 members 
Mstep: Class 14 contains 2115 members 
Mstep: Class 15 contains 4348 members 
Mstep: Class 16 contains 1935 members 
Mstep: Class 17 contains 2686 members 
Mstep: Class 18 contains 204197 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 19685 members 
Mstep: Class 21 contains 69428 members 
Mstep: Class 23 contains 38325 members 
Mstep: Class 24 contains 1329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760256.000000 Penalty: 77926.218750
Iteration 233Q: 24 clusters Score -1.047603e+08 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 24786 members 
Mstep: Class 3 contains 45958 members 
Mstep: Class 4 contains 231536 members 
Mstep: Class 5 contains 13746 members 
Mstep: Class 6 contains 6587 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59332 members 
Mstep: Class 9 contains 41792 members 
Mstep: Class 10 contains 22124 members 
Mstep: Class 11 contains 8117 members 
Mstep: Class 12 contains 17714 members 
Mstep: Class 13 contains 34493 members 
Mstep: Class 14 contains 2117 members 
Mstep: Class 15 contains 4347 members 
Mstep: Class 16 contains 1936 members 
Mstep: Class 17 contains 2686 members 
Mstep: Class 18 contains 204041 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 19692 members 
Mstep: Class 21 contains 69377 members 
Mstep: Class 23 contains 38588 members 
Mstep: Class 24 contains 1329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760336.000000 Penalty: 77926.218750
Iteration 234Q: 24 clusters Score -1.047603e+08 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 24811 members 
Mstep: Class 3 contains 45941 members 
Mstep: Class 4 contains 231435 members 
Mstep: Class 5 contains 13738 members 
Mstep: Class 6 contains 6587 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59342 members 
Mstep: Class 9 contains 41800 members 
Mstep: Class 10 contains 22128 members 
Mstep: Class 11 contains 8102 members 
Mstep: Class 12 contains 17718 members 
Mstep: Class 13 contains 34495 members 
Mstep: Class 14 contains 2114 members 
Mstep: Class 15 contains 4347 members 
Mstep: Class 16 contains 1936 members 
Mstep: Class 17 contains 2686 members 
Mstep: Class 18 contains 203934 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 19711 members 
Mstep: Class 21 contains 69316 members 
Mstep: Class 23 contains 38828 members 
Mstep: Class 24 contains 1329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760360.000000 Penalty: 77926.218750
Iteration 235Q: 24 clusters Score -1.047604e+08 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 24836 members 
Mstep: Class 3 contains 45933 members 
Mstep: Class 4 contains 231346 members 
Mstep: Class 5 contains 13733 members 
Mstep: Class 6 contains 6587 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59351 members 
Mstep: Class 9 contains 41807 members 
Mstep: Class 10 contains 22132 members 
Mstep: Class 11 contains 8087 members 
Mstep: Class 12 contains 17722 members 
Mstep: Class 13 contains 34499 members 
Mstep: Class 14 contains 2114 members 
Mstep: Class 15 contains 4344 members 
Mstep: Class 16 contains 1936 members 
Mstep: Class 17 contains 2686 members 
Mstep: Class 18 contains 203861 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 19718 members 
Mstep: Class 21 contains 69231 members 
Mstep: Class 23 contains 39045 members 
Mstep: Class 24 contains 1329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760192.000000 Penalty: 77926.218750
Iteration 236Q: 24 clusters Score -1.047602e+08 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 24850 members 
Mstep: Class 3 contains 45928 members 
Mstep: Class 4 contains 231267 members 
Mstep: Class 5 contains 13730 members 
Mstep: Class 6 contains 6588 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59357 members 
Mstep: Class 9 contains 41811 members 
Mstep: Class 10 contains 22141 members 
Mstep: Class 11 contains 8061 members 
Mstep: Class 12 contains 17731 members 
Mstep: Class 13 contains 34486 members 
Mstep: Class 14 contains 2114 members 
Mstep: Class 15 contains 4342 members 
Mstep: Class 16 contains 1935 members 
Mstep: Class 17 contains 2686 members 
Mstep: Class 18 contains 203793 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 19721 members 
Mstep: Class 21 contains 69155 members 
Mstep: Class 23 contains 39272 members 
Mstep: Class 24 contains 1329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760088.000000 Penalty: 77926.218750
Iteration 237Q: 24 clusters Score -1.047601e+08 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 24875 members 
Mstep: Class 3 contains 45915 members 
Mstep: Class 4 contains 231191 members 
Mstep: Class 5 contains 13729 members 
Mstep: Class 6 contains 6590 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59365 members 
Mstep: Class 9 contains 41818 members 
Mstep: Class 10 contains 22144 members 
Mstep: Class 11 contains 8045 members 
Mstep: Class 12 contains 17744 members 
Mstep: Class 13 contains 34487 members 
Mstep: Class 14 contains 2112 members 
Mstep: Class 15 contains 4338 members 
Mstep: Class 16 contains 1937 members 
Mstep: Class 17 contains 2687 members 
Mstep: Class 18 contains 203690 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 19726 members 
Mstep: Class 21 contains 69076 members 
Mstep: Class 23 contains 39499 members 
Mstep: Class 24 contains 1329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760200.000000 Penalty: 77926.218750
Iteration 238Q: 24 clusters Score -1.047602e+08 nChanged 799
Entering ConstructFrom: 
Score: -104760200.000000 Penalty: 77926.218750
Entering ConstructFrom: 
Trying to split cluster 1 (5420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Entering Unmasked Estep 
Score: -685539.500000 Penalty: 2132.267090
	Iteration 0F: 2 clusters Score -685539.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -680747.687500 Penalty: 4264.534180
	Iteration 0F: 3 clusters Score -680747.7 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -681939.687500 Penalty: 4264.534180
	Iteration 1F: 3 clusters Score -681939.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -682140.937500 Penalty: 4264.534180
	Iteration 2F: 3 clusters Score -682140.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -682272.812500 Penalty: 4264.534180
	Iteration 3Q: 3 clusters Score -682272.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -682360.250000 Penalty: 4264.534180
	Iteration 4Q: 3 clusters Score -682360.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -682436.437500 Penalty: 4264.534180
	Iteration 5Q: 3 clusters Score -682436.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -682505.937500 Penalty: 4264.534180
	Iteration 6Q: 3 clusters Score -682505.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -682589.000000 Penalty: 4264.534180
	Iteration 7Q: 3 clusters Score -682589 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -682672.500000 Penalty: 4264.534180
	Iteration 8Q: 3 clusters Score -682672.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -682760.437500 Penalty: 4264.534180
	Iteration 9Q: 3 clusters Score -682760.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -682839.250000 Penalty: 4264.534180
	Iteration 10Q: 3 clusters Score -682839.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -682928.562500 Penalty: 4264.534180
	Iteration 11Q: 3 clusters Score -682928.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -683011.062500 Penalty: 4264.534180
	Iteration 12Q: 3 clusters Score -683011.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -683090.000000 Penalty: 4264.534180
	Iteration 13Q: 3 clusters Score -683090 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -683184.375000 Penalty: 4264.534180
	Iteration 14Q: 3 clusters Score -683184.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -683266.375000 Penalty: 4264.534180
	Iteration 15Q: 3 clusters Score -683266.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -683343.125000 Penalty: 4264.534180
	Iteration 16Q: 3 clusters Score -683343.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -683411.562500 Penalty: 4264.534180
	Iteration 17Q: 3 clusters Score -683411.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -683472.312500 Penalty: 4264.534180
	Iteration 18Q: 3 clusters Score -683472.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -683519.750000 Penalty: 4264.534180
	Iteration 19Q: 3 clusters Score -683519.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -683561.875000 Penalty: 4264.534180
	Iteration 20F: 3 clusters Score -683561.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -683585.187500 Penalty: 4264.534180
	Iteration 21Q: 3 clusters Score -683585.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -683605.437500 Penalty: 4264.534180
	Iteration 22Q: 3 clusters Score -683605.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -683615.875000 Penalty: 4264.534180
	Iteration 23Q: 3 clusters Score -683615.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -683629.562500 Penalty: 4264.534180
	Iteration 24Q: 3 clusters Score -683629.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -683641.125000 Penalty: 4264.534180
	Iteration 25Q: 3 clusters Score -683641.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -683648.250000 Penalty: 4264.534180
	Iteration 26Q: 3 clusters Score -683648.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -683655.812500 Penalty: 4264.534180
	Iteration 27Q: 3 clusters Score -683655.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -683662.937500 Penalty: 4264.534180
	Iteration 28Q: 3 clusters Score -683662.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -683669.062500 Penalty: 4264.534180
	Iteration 29Q: 3 clusters Score -683669.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -683677.687500 Penalty: 4264.534180
	Iteration 30Q: 3 clusters Score -683677.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -683686.875000 Penalty: 4264.534180
	Iteration 31Q: 3 clusters Score -683686.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -683694.250000 Penalty: 4264.534180
	Iteration 32Q: 3 clusters Score -683694.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -683699.250000 Penalty: 4264.534180
	Iteration 33Q: 3 clusters Score -683699.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -683705.687500 Penalty: 4264.534180
	Iteration 34Q: 3 clusters Score -683705.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -683708.375000 Penalty: 4264.534180
	Iteration 35Q: 3 clusters Score -683708.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -683710.750000 Penalty: 4264.534180
	Iteration 36Q: 3 clusters Score -683710.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -683712.000000 Penalty: 4264.534180
	Iteration 37Q: 3 clusters Score -683712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -683712.375000 Penalty: 4264.534180
	Iteration 38Q: 3 clusters Score -683712.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -683713.687500 Penalty: 4264.534180
	Iteration 39Q: 3 clusters Score -683713.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -683715.375000 Penalty: 4264.534180
	Iteration 40F: 3 clusters Score -683715.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -683717.375000 Penalty: 4264.534180
	Iteration 41Q: 3 clusters Score -683717.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -683719.062500 Penalty: 4264.534180
	Iteration 42Q: 3 clusters Score -683719.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -683721.562500 Penalty: 4264.534180
	Iteration 43Q: 3 clusters Score -683721.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -683722.437500 Penalty: 4264.534180
	Iteration 44Q: 3 clusters Score -683722.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -683722.625000 Penalty: 4264.534180
	Iteration 45Q: 3 clusters Score -683722.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -683724.125000 Penalty: 4264.534180
	Iteration 46Q: 3 clusters Score -683724.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -683724.625000 Penalty: 4264.534180
	Iteration 47Q: 3 clusters Score -683724.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -683726.000000 Penalty: 4264.534180
	Iteration 48Q: 3 clusters Score -683726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -683726.000000 Penalty: 4264.534180
	Iteration 49F: 3 clusters Score -683726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (24894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Entering Unmasked Estep 
Score: -3140480.000000 Penalty: 2510.350830
	Iteration 0F: 2 clusters Score -3140480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -3123328.250000 Penalty: 5020.701660
	Iteration 0F: 3 clusters Score -3123328 nChanged 11004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -3129219.500000 Penalty: 5020.701660
	Iteration 1F: 3 clusters Score -3129220 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -3129599.500000 Penalty: 5020.701660
	Iteration 2Q: 3 clusters Score -3129600 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -3129966.750000 Penalty: 5020.701660
	Iteration 3Q: 3 clusters Score -3129967 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -3130298.750000 Penalty: 5020.701660
	Iteration 4Q: 3 clusters Score -3130299 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -3130764.500000 Penalty: 5020.701660
	Iteration 5Q: 3 clusters Score -3130764 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -3131404.000000 Penalty: 5020.701660
	Iteration 6Q: 3 clusters Score -3131404 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -3132335.500000 Penalty: 5020.701660
	Iteration 7F: 3 clusters Score -3132336 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -3133638.750000 Penalty: 5020.701660
	Iteration 8F: 3 clusters Score -3133639 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -3135062.250000 Penalty: 5020.701660
	Iteration 9F: 3 clusters Score -3135062 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -3136429.750000 Penalty: 5020.701660
	Iteration 10F: 3 clusters Score -3136430 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -3137335.000000 Penalty: 5020.701660
	Iteration 11Q: 3 clusters Score -3137335 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -3137807.250000 Penalty: 5020.701660
	Iteration 12Q: 3 clusters Score -3137807 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 24426 members 
Entering Unmasked Estep 
Score: -3137973.750000 Penalty: 5020.701660
	Iteration 13Q: 3 clusters Score -3137974 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -3138085.250000 Penalty: 5020.701660
	Iteration 14Q: 3 clusters Score -3138085 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
Score: -3138140.750000 Penalty: 5020.701660
	Iteration 15Q: 3 clusters Score -3138141 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 24576 members 
Entering Unmasked Estep 
Score: -3138170.500000 Penalty: 5020.701660
	Iteration 16Q: 3 clusters Score -3138170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 24589 members 
Entering Unmasked Estep 
Score: -3138199.000000 Penalty: 5020.701660
	Iteration 17Q: 3 clusters Score -3138199 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -3138224.500000 Penalty: 5020.701660
	Iteration 18Q: 3 clusters Score -3138224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -3138235.000000 Penalty: 5020.701660
	Iteration 19Q: 3 clusters Score -3138235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -3138246.500000 Penalty: 5020.701660
	Iteration 20F: 3 clusters Score -3138246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 24620 members 
Entering Unmasked Estep 
Score: -3138254.500000 Penalty: 5020.701660
	Iteration 21Q: 3 clusters Score -3138254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -3138257.000000 Penalty: 5020.701660
	Iteration 22Q: 3 clusters Score -3138257 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 24627 members 
Entering Unmasked Estep 
Score: -3138256.000000 Penalty: 5020.701660
	Iteration 23Q: 3 clusters Score -3138256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -3138265.750000 Penalty: 5020.701660
	Iteration 24Q: 3 clusters Score -3138266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -3138266.250000 Penalty: 5020.701660
	Iteration 25Q: 3 clusters Score -3138266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -3138272.250000 Penalty: 5020.701660
	Iteration 26Q: 3 clusters Score -3138272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -3138275.000000 Penalty: 5020.701660
	Iteration 27Q: 3 clusters Score -3138275 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -3138275.000000 Penalty: 5020.701660
	Iteration 28F: 3 clusters Score -3138275 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (45909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45909 members 
Entering Unmasked Estep 
Score: -5790830.500000 Penalty: 2662.135254
	Iteration 0F: 2 clusters Score -5790830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -5759829.500000 Penalty: 5324.270508
	Iteration 0F: 3 clusters Score -5759830 nChanged 21128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -5771483.500000 Penalty: 5324.270508
	Iteration 1F: 3 clusters Score -5771484 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24956 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -5772103.000000 Penalty: 5324.270508
	Iteration 2Q: 3 clusters Score -5772103 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -5772754.000000 Penalty: 5324.270508
	Iteration 3Q: 3 clusters Score -5772754 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -5773633.000000 Penalty: 5324.270508
	Iteration 4Q: 3 clusters Score -5773633 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -5774776.000000 Penalty: 5324.270508
	Iteration 5Q: 3 clusters Score -5774776 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31471 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -5776486.000000 Penalty: 5324.270508
	Iteration 6F: 3 clusters Score -5776486 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -5778882.000000 Penalty: 5324.270508
	Iteration 7F: 3 clusters Score -5778882 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37649 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -5781606.500000 Penalty: 5324.270508
	Iteration 8F: 3 clusters Score -5781606 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40571 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -5784157.000000 Penalty: 5324.270508
	Iteration 9F: 3 clusters Score -5784157 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -5785998.000000 Penalty: 5324.270508
	Iteration 10Q: 3 clusters Score -5785998 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44072 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -5787128.000000 Penalty: 5324.270508
	Iteration 11Q: 3 clusters Score -5787128 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44821 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -5787759.500000 Penalty: 5324.270508
	Iteration 12Q: 3 clusters Score -5787760 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45170 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5788045.000000 Penalty: 5324.270508
	Iteration 13Q: 3 clusters Score -5788045 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45356 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -5788222.500000 Penalty: 5324.270508
	Iteration 14Q: 3 clusters Score -5788222 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45454 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -5788336.500000 Penalty: 5324.270508
	Iteration 15Q: 3 clusters Score -5788336 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45502 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -5788387.000000 Penalty: 5324.270508
	Iteration 16Q: 3 clusters Score -5788387 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45528 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -5788412.500000 Penalty: 5324.270508
	Iteration 17Q: 3 clusters Score -5788412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45546 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5788430.500000 Penalty: 5324.270508
	Iteration 18Q: 3 clusters Score -5788430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45561 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -5788453.000000 Penalty: 5324.270508
	Iteration 19Q: 3 clusters Score -5788453 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45567 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -5788469.500000 Penalty: 5324.270508
	Iteration 20F: 3 clusters Score -5788470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45571 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5788481.000000 Penalty: 5324.270508
	Iteration 21Q: 3 clusters Score -5788481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45573 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5788485.000000 Penalty: 5324.270508
	Iteration 22Q: 3 clusters Score -5788485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45574 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -5788482.000000 Penalty: 5324.270508
	Iteration 23Q: 3 clusters Score -5788482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45574 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -5788482.000000 Penalty: 5324.270508
	Iteration 24F: 3 clusters Score -5788482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (231086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231086 members 
Entering Unmasked Estep 
Score: -28707282.000000 Penalty: 3062.935059
	Iteration 0F: 2 clusters Score -2.870728e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115371 members 
Mstep: Class 2 contains 115715 members 
Entering Unmasked Estep 
Score: -28560674.000000 Penalty: 6125.870117
	Iteration 0F: 3 clusters Score -2.856067e+07 nChanged 111553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110934 members 
Mstep: Class 2 contains 120152 members 
Entering Unmasked Estep 
Score: -28626008.000000 Penalty: 6125.870117
	Iteration 1F: 3 clusters Score -2.862601e+07 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107985 members 
Mstep: Class 2 contains 123101 members 
Entering Unmasked Estep 
Score: -28627684.000000 Penalty: 6125.870117
	Iteration 2Q: 3 clusters Score -2.862768e+07 nChanged 7689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103598 members 
Mstep: Class 2 contains 127488 members 
Entering Unmasked Estep 
Score: -28629876.000000 Penalty: 6125.870117
	Iteration 3Q: 3 clusters Score -2.862988e+07 nChanged 9181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96967 members 
Mstep: Class 2 contains 134119 members 
Entering Unmasked Estep 
Score: -28633224.000000 Penalty: 6125.870117
	Iteration 4Q: 3 clusters Score -2.863322e+07 nChanged 11376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87373 members 
Mstep: Class 2 contains 143713 members 
Entering Unmasked Estep 
Score: -28638534.000000 Penalty: 6125.870117
	Iteration 5Q: 3 clusters Score -2.863853e+07 nChanged 14195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74400 members 
Mstep: Class 2 contains 156686 members 
Entering Unmasked Estep 
Score: -28647072.000000 Penalty: 6125.870117
	Iteration 6F: 3 clusters Score -2.864707e+07 nChanged 17058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57958 members 
Mstep: Class 2 contains 173128 members 
Entering Unmasked Estep 
Score: -28659490.000000 Penalty: 6125.870117
	Iteration 7F: 3 clusters Score -2.865949e+07 nChanged 18535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 191409 members 
Entering Unmasked Estep 
Score: -28674766.000000 Penalty: 6125.870117
	Iteration 8F: 3 clusters Score -2.867477e+07 nChanged 16367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 207722 members 
Entering Unmasked Estep 
Score: -28688312.000000 Penalty: 6125.870117
	Iteration 9F: 3 clusters Score -2.868831e+07 nChanged 11180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 218882 members 
Entering Unmasked Estep 
Score: -28696638.000000 Penalty: 6125.870117
	Iteration 10Q: 3 clusters Score -2.869664e+07 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 224705 members 
Entering Unmasked Estep 
Score: -28700940.000000 Penalty: 6125.870117
	Iteration 11Q: 3 clusters Score -2.870094e+07 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 227339 members 
Entering Unmasked Estep 
Score: -28702906.000000 Penalty: 6125.870117
	Iteration 12Q: 3 clusters Score -2.870291e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 228539 members 
Entering Unmasked Estep 
Score: -28703676.000000 Penalty: 6125.870117
	Iteration 13Q: 3 clusters Score -2.870368e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 229140 members 
Entering Unmasked Estep 
Score: -28704052.000000 Penalty: 6125.870117
	Iteration 14Q: 3 clusters Score -2.870405e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 229461 members 
Entering Unmasked Estep 
Score: -28704312.000000 Penalty: 6125.870117
	Iteration 15Q: 3 clusters Score -2.870431e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 229658 members 
Entering Unmasked Estep 
Score: -28704454.000000 Penalty: 6125.870117
	Iteration 16Q: 3 clusters Score -2.870445e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 229773 members 
Entering Unmasked Estep 
Score: -28704540.000000 Penalty: 6125.870117
	Iteration 17Q: 3 clusters Score -2.870454e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 229829 members 
Entering Unmasked Estep 
Score: -28704652.000000 Penalty: 6125.870117
	Iteration 18Q: 3 clusters Score -2.870465e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 229884 members 
Entering Unmasked Estep 
Score: -28704700.000000 Penalty: 6125.870117
	Iteration 19Q: 3 clusters Score -2.87047e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 229918 members 
Entering Unmasked Estep 
Score: -28704736.000000 Penalty: 6125.870117
	Iteration 20F: 3 clusters Score -2.870474e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 229937 members 
Entering Unmasked Estep 
Score: -28704760.000000 Penalty: 6125.870117
	Iteration 21Q: 3 clusters Score -2.870476e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 229957 members 
Entering Unmasked Estep 
Score: -28704790.000000 Penalty: 6125.870117
	Iteration 22Q: 3 clusters Score -2.870479e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 229958 members 
Entering Unmasked Estep 
Score: -28704828.000000 Penalty: 6125.870117
	Iteration 23Q: 3 clusters Score -2.870483e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 229970 members 
Entering Unmasked Estep 
Score: -28704844.000000 Penalty: 6125.870117
	Iteration 24Q: 3 clusters Score -2.870484e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 229977 members 
Entering Unmasked Estep 
Score: -28704906.000000 Penalty: 6125.870117
	Iteration 25Q: 3 clusters Score -2.870491e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 229978 members 
Entering Unmasked Estep 
Score: -28704912.000000 Penalty: 6125.870117
	Iteration 26Q: 3 clusters Score -2.870491e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 229993 members 
Entering Unmasked Estep 
Score: -28704918.000000 Penalty: 6125.870117
	Iteration 27Q: 3 clusters Score -2.870492e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 229998 members 
Entering Unmasked Estep 
Score: -28704934.000000 Penalty: 6125.870117
	Iteration 28Q: 3 clusters Score -2.870493e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 230015 members 
Entering Unmasked Estep 
Score: -28704966.000000 Penalty: 6125.870117
	Iteration 29Q: 3 clusters Score -2.870497e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 230021 members 
Entering Unmasked Estep 
Score: -28704968.000000 Penalty: 6125.870117
	Iteration 30Q: 3 clusters Score -2.870497e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 230029 members 
Entering Unmasked Estep 
Score: -28704982.000000 Penalty: 6125.870117
	Iteration 31Q: 3 clusters Score -2.870498e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 230028 members 
Entering Unmasked Estep 
Score: -28704990.000000 Penalty: 6125.870117
	Iteration 32Q: 3 clusters Score -2.870499e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 230028 members 
Entering Unmasked Estep 
Score: -28705002.000000 Penalty: 6125.870117
	Iteration 33Q: 3 clusters Score -2.8705e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 230023 members 
Entering Unmasked Estep 
Score: -28705014.000000 Penalty: 6125.870117
	Iteration 34Q: 3 clusters Score -2.870501e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 230016 members 
Entering Unmasked Estep 
Score: -28705022.000000 Penalty: 6125.870117
	Iteration 35Q: 3 clusters Score -2.870502e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 230013 members 
Entering Unmasked Estep 
Score: -28705034.000000 Penalty: 6125.870117
	Iteration 36Q: 3 clusters Score -2.870503e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 230009 members 
Entering Unmasked Estep 
Score: -28705028.000000 Penalty: 6125.870117
	Iteration 37Q: 3 clusters Score -2.870503e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 230006 members 
Entering Unmasked Estep 
Score: -28705022.000000 Penalty: 6125.870117
	Iteration 38Q: 3 clusters Score -2.870502e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 230002 members 
Entering Unmasked Estep 
Score: -28705034.000000 Penalty: 6125.870117
	Iteration 39Q: 3 clusters Score -2.870503e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 230001 members 
Entering Unmasked Estep 
Score: -28705046.000000 Penalty: 6125.870117
	Iteration 40F: 3 clusters Score -2.870505e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 230001 members 
Entering Unmasked Estep 
Score: -28705044.000000 Penalty: 6125.870117
	Iteration 41Q: 3 clusters Score -2.870504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 230004 members 
Entering Unmasked Estep 
Score: -28705044.000000 Penalty: 6125.870117
	Iteration 42Q: 3 clusters Score -2.870504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 230006 members 
Entering Unmasked Estep 
Score: -28705066.000000 Penalty: 6125.870117
	Iteration 43Q: 3 clusters Score -2.870507e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 230011 members 
Entering Unmasked Estep 
Score: -28705042.000000 Penalty: 6125.870117
	Iteration 44Q: 3 clusters Score -2.870504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 230015 members 
Entering Unmasked Estep 
Score: -28705050.000000 Penalty: 6125.870117
	Iteration 45Q: 3 clusters Score -2.870505e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 230018 members 
Entering Unmasked Estep 
Score: -28705036.000000 Penalty: 6125.870117
	Iteration 46Q: 3 clusters Score -2.870504e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 230018 members 
Entering Unmasked Estep 
Score: -28705036.000000 Penalty: 6125.870117
	Iteration 47F: 3 clusters Score -2.870504e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Entering Unmasked Estep 
Score: -1710504.250000 Penalty: 2362.707764
	Iteration 0F: 2 clusters Score -1710504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1700347.000000 Penalty: 4725.415527
	Iteration 0F: 3 clusters Score -1700347 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1703604.625000 Penalty: 4725.415527
	Iteration 1F: 3 clusters Score -1703605 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1704135.000000 Penalty: 4725.415527
	Iteration 2F: 3 clusters Score -1704135 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1704572.000000 Penalty: 4725.415527
	Iteration 3F: 3 clusters Score -1704572 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1704915.125000 Penalty: 4725.415527
	Iteration 4Q: 3 clusters Score -1704915 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -1705249.125000 Penalty: 4725.415527
	Iteration 5Q: 3 clusters Score -1705249 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1705614.250000 Penalty: 4725.415527
	Iteration 6Q: 3 clusters Score -1705614 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1706020.000000 Penalty: 4725.415527
	Iteration 7Q: 3 clusters Score -1706020 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1706405.250000 Penalty: 4725.415527
	Iteration 8Q: 3 clusters Score -1706405 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1706770.500000 Penalty: 4725.415527
	Iteration 9Q: 3 clusters Score -1706770 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1707095.375000 Penalty: 4725.415527
	Iteration 10Q: 3 clusters Score -1707095 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1707450.375000 Penalty: 4725.415527
	Iteration 11Q: 3 clusters Score -1707450 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1707782.375000 Penalty: 4725.415527
	Iteration 12Q: 3 clusters Score -1707782 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -1707991.000000 Penalty: 4725.415527
	Iteration 13Q: 3 clusters Score -1707991 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1708144.250000 Penalty: 4725.415527
	Iteration 14Q: 3 clusters Score -1708144 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1708243.875000 Penalty: 4725.415527
	Iteration 15Q: 3 clusters Score -1708244 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1708318.625000 Penalty: 4725.415527
	Iteration 16Q: 3 clusters Score -1708319 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1708389.375000 Penalty: 4725.415527
	Iteration 17Q: 3 clusters Score -1708389 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1708457.125000 Penalty: 4725.415527
	Iteration 18Q: 3 clusters Score -1708457 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1708516.000000 Penalty: 4725.415527
	Iteration 19Q: 3 clusters Score -1708516 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1708595.375000 Penalty: 4725.415527
	Iteration 20F: 3 clusters Score -1708595 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1708675.125000 Penalty: 4725.415527
	Iteration 21Q: 3 clusters Score -1708675 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -1708743.375000 Penalty: 4725.415527
	Iteration 22Q: 3 clusters Score -1708743 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1708808.375000 Penalty: 4725.415527
	Iteration 23Q: 3 clusters Score -1708808 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1708857.125000 Penalty: 4725.415527
	Iteration 24Q: 3 clusters Score -1708857 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -1708899.250000 Penalty: 4725.415527
	Iteration 25Q: 3 clusters Score -1708899 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1708921.375000 Penalty: 4725.415527
	Iteration 26Q: 3 clusters Score -1708921 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -1708962.000000 Penalty: 4725.415527
	Iteration 27Q: 3 clusters Score -1708962 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1708976.750000 Penalty: 4725.415527
	Iteration 28Q: 3 clusters Score -1708977 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1708992.750000 Penalty: 4725.415527
	Iteration 29Q: 3 clusters Score -1708993 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1709003.125000 Penalty: 4725.415527
	Iteration 30Q: 3 clusters Score -1709003 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1709025.750000 Penalty: 4725.415527
	Iteration 31Q: 3 clusters Score -1709026 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1709039.750000 Penalty: 4725.415527
	Iteration 32Q: 3 clusters Score -1709040 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1709053.500000 Penalty: 4725.415527
	Iteration 33Q: 3 clusters Score -1709054 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1709058.000000 Penalty: 4725.415527
	Iteration 34Q: 3 clusters Score -1709058 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1709061.750000 Penalty: 4725.415527
	Iteration 35Q: 3 clusters Score -1709062 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1709068.625000 Penalty: 4725.415527
	Iteration 36Q: 3 clusters Score -1709069 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1709068.500000 Penalty: 4725.415527
	Iteration 37Q: 3 clusters Score -1709068 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1709073.500000 Penalty: 4725.415527
	Iteration 38Q: 3 clusters Score -1709074 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -1709076.125000 Penalty: 4725.415527
	Iteration 39Q: 3 clusters Score -1709076 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1709088.750000 Penalty: 4725.415527
	Iteration 40F: 3 clusters Score -1709089 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1709095.500000 Penalty: 4725.415527
	Iteration 41Q: 3 clusters Score -1709096 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1709096.875000 Penalty: 4725.415527
	Iteration 42Q: 3 clusters Score -1709097 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -1709102.375000 Penalty: 4725.415527
	Iteration 43Q: 3 clusters Score -1709102 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -1709106.125000 Penalty: 4725.415527
	Iteration 44Q: 3 clusters Score -1709106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1709110.750000 Penalty: 4725.415527
	Iteration 45Q: 3 clusters Score -1709111 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1709108.375000 Penalty: 4725.415527
	Iteration 46Q: 3 clusters Score -1709108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1709113.000000 Penalty: 4725.415527
	Iteration 47Q: 3 clusters Score -1709113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1709115.000000 Penalty: 4725.415527
	Iteration 48Q: 3 clusters Score -1709115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -1709114.625000 Penalty: 4725.415527
	Iteration 49Q: 3 clusters Score -1709115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1709113.375000 Penalty: 4725.415527
	Iteration 50Q: 3 clusters Score -1709113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1709113.125000 Penalty: 4725.415527
	Iteration 51Q: 3 clusters Score -1709113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1709114.250000 Penalty: 4725.415527
	Iteration 52Q: 3 clusters Score -1709114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1709118.125000 Penalty: 4725.415527
	Iteration 53Q: 3 clusters Score -1709118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -1709121.000000 Penalty: 4725.415527
	Iteration 54Q: 3 clusters Score -1709121 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1709120.000000 Penalty: 4725.415527
	Iteration 55Q: 3 clusters Score -1709120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1709117.375000 Penalty: 4725.415527
	Iteration 56Q: 3 clusters Score -1709117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -1709120.875000 Penalty: 4725.415527
	Iteration 57Q: 3 clusters Score -1709121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -1709121.875000 Penalty: 4725.415527
	Iteration 58Q: 3 clusters Score -1709122 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1709126.000000 Penalty: 4725.415527
	Iteration 59Q: 3 clusters Score -1709126 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1709123.000000 Penalty: 4725.415527
	Iteration 60F: 3 clusters Score -1709123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1709123.750000 Penalty: 4725.415527
	Iteration 61Q: 3 clusters Score -1709124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1709128.000000 Penalty: 4725.415527
	Iteration 62Q: 3 clusters Score -1709128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1709131.875000 Penalty: 4725.415527
	Iteration 63Q: 3 clusters Score -1709132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1709133.625000 Penalty: 4725.415527
	Iteration 64Q: 3 clusters Score -1709134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1709135.625000 Penalty: 4725.415527
	Iteration 65Q: 3 clusters Score -1709136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1709137.500000 Penalty: 4725.415527
	Iteration 66Q: 3 clusters Score -1709138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1709138.375000 Penalty: 4725.415527
	Iteration 67Q: 3 clusters Score -1709138 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -1709140.250000 Penalty: 4725.415527
	Iteration 68Q: 3 clusters Score -1709140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1709139.375000 Penalty: 4725.415527
	Iteration 69Q: 3 clusters Score -1709139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1709136.875000 Penalty: 4725.415527
	Iteration 70Q: 3 clusters Score -1709137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 8596 members 
Entering Unmasked Estep 
Score: -1709140.000000 Penalty: 4725.415527
	Iteration 71Q: 3 clusters Score -1709140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1709139.875000 Penalty: 4725.415527
	Iteration 72Q: 3 clusters Score -1709140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1709141.500000 Penalty: 4725.415527
	Iteration 73Q: 3 clusters Score -1709142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
Score: -1709141.875000 Penalty: 4725.415527
	Iteration 74Q: 3 clusters Score -1709142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1709143.000000 Penalty: 4725.415527
	Iteration 75Q: 3 clusters Score -1709143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1709145.625000 Penalty: 4725.415527
	Iteration 76Q: 3 clusters Score -1709146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1709145.000000 Penalty: 4725.415527
	Iteration 77Q: 3 clusters Score -1709145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -1709145.000000 Penalty: 4725.415527
	Iteration 78F: 3 clusters Score -1709145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -835118.562500 Penalty: 2180.778320
	Iteration 0F: 2 clusters Score -835118.6 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 3370 members 
Entering Unmasked Estep 
Score: -829611.750000 Penalty: 4361.556641
	Iteration 0F: 3 clusters Score -829611.8 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -831112.375000 Penalty: 4361.556641
	Iteration 1F: 3 clusters Score -831112.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -831365.000000 Penalty: 4361.556641
	Iteration 2F: 3 clusters Score -831365 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -831500.187500 Penalty: 4361.556641
	Iteration 3Q: 3 clusters Score -831500.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -831582.625000 Penalty: 4361.556641
	Iteration 4Q: 3 clusters Score -831582.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -831645.187500 Penalty: 4361.556641
	Iteration 5Q: 3 clusters Score -831645.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -831702.562500 Penalty: 4361.556641
	Iteration 6Q: 3 clusters Score -831702.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -831754.187500 Penalty: 4361.556641
	Iteration 7Q: 3 clusters Score -831754.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -831798.000000 Penalty: 4361.556641
	Iteration 8Q: 3 clusters Score -831798 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -831849.812500 Penalty: 4361.556641
	Iteration 9Q: 3 clusters Score -831849.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -831895.625000 Penalty: 4361.556641
	Iteration 10Q: 3 clusters Score -831895.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -831957.062500 Penalty: 4361.556641
	Iteration 11Q: 3 clusters Score -831957.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -832030.687500 Penalty: 4361.556641
	Iteration 12Q: 3 clusters Score -832030.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -832121.875000 Penalty: 4361.556641
	Iteration 13Q: 3 clusters Score -832121.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -832231.312500 Penalty: 4361.556641
	Iteration 14Q: 3 clusters Score -832231.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -832337.437500 Penalty: 4361.556641
	Iteration 15Q: 3 clusters Score -832337.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -832460.625000 Penalty: 4361.556641
	Iteration 16Q: 3 clusters Score -832460.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -832553.562500 Penalty: 4361.556641
	Iteration 17Q: 3 clusters Score -832553.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -832653.812500 Penalty: 4361.556641
	Iteration 18Q: 3 clusters Score -832653.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -832768.937500 Penalty: 4361.556641
	Iteration 19Q: 3 clusters Score -832768.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -832865.687500 Penalty: 4361.556641
	Iteration 20F: 3 clusters Score -832865.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -832941.250000 Penalty: 4361.556641
	Iteration 21Q: 3 clusters Score -832941.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -832998.125000 Penalty: 4361.556641
	Iteration 22Q: 3 clusters Score -832998.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -833037.750000 Penalty: 4361.556641
	Iteration 23Q: 3 clusters Score -833037.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -833061.125000 Penalty: 4361.556641
	Iteration 24Q: 3 clusters Score -833061.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -833072.250000 Penalty: 4361.556641
	Iteration 25Q: 3 clusters Score -833072.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -833090.250000 Penalty: 4361.556641
	Iteration 26Q: 3 clusters Score -833090.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -833106.062500 Penalty: 4361.556641
	Iteration 27Q: 3 clusters Score -833106.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -833116.562500 Penalty: 4361.556641
	Iteration 28Q: 3 clusters Score -833116.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -833130.000000 Penalty: 4361.556641
	Iteration 29Q: 3 clusters Score -833130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -833142.000000 Penalty: 4361.556641
	Iteration 30Q: 3 clusters Score -833142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -833147.687500 Penalty: 4361.556641
	Iteration 31Q: 3 clusters Score -833147.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -833150.937500 Penalty: 4361.556641
	Iteration 32Q: 3 clusters Score -833150.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -833154.937500 Penalty: 4361.556641
	Iteration 33Q: 3 clusters Score -833154.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -833159.437500 Penalty: 4361.556641
	Iteration 34Q: 3 clusters Score -833159.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -833164.500000 Penalty: 4361.556641
	Iteration 35Q: 3 clusters Score -833164.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -833165.250000 Penalty: 4361.556641
	Iteration 36Q: 3 clusters Score -833165.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -833165.250000 Penalty: 4361.556641
	Iteration 37F: 3 clusters Score -833165.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Entering Unmasked Estep 
Score: -163896.328125 Penalty: 1798.509277
	Iteration 0F: 2 clusters Score -163896.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -161703.156250 Penalty: 3597.018555
	Iteration 0F: 3 clusters Score -161703.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -162154.046875 Penalty: 3597.018555
	Iteration 1F: 3 clusters Score -162154 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -162360.828125 Penalty: 3597.018555
	Iteration 2F: 3 clusters Score -162360.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -162458.593750 Penalty: 3597.018555
	Iteration 3Q: 3 clusters Score -162458.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -162566.234375 Penalty: 3597.018555
	Iteration 4Q: 3 clusters Score -162566.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -162694.875000 Penalty: 3597.018555
	Iteration 5Q: 3 clusters Score -162694.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -162856.203125 Penalty: 3597.018555
	Iteration 6Q: 3 clusters Score -162856.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -163105.109375 Penalty: 3597.018555
	Iteration 7Q: 3 clusters Score -163105.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -163398.968750 Penalty: 3597.018555
	Iteration 8Q: 3 clusters Score -163399 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -163550.109375 Penalty: 3597.018555
	Iteration 9F: 3 clusters Score -163550.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -163673.875000 Penalty: 3597.018555
	Iteration 10Q: 3 clusters Score -163673.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -163783.437500 Penalty: 3597.018555
	Iteration 11Q: 3 clusters Score -163783.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -163893.609375 Penalty: 3597.018555
	Iteration 12Q: 3 clusters Score -163893.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -164001.140625 Penalty: 3597.018555
	Iteration 13Q: 3 clusters Score -164001.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -164083.359375 Penalty: 3597.018555
	Iteration 14Q: 3 clusters Score -164083.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -164163.125000 Penalty: 3597.018555
	Iteration 15Q: 3 clusters Score -164163.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -164225.296875 Penalty: 3597.018555
	Iteration 16Q: 3 clusters Score -164225.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -164255.343750 Penalty: 3597.018555
	Iteration 17Q: 3 clusters Score -164255.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -164276.421875 Penalty: 3597.018555
	Iteration 18Q: 3 clusters Score -164276.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -164277.609375 Penalty: 3597.018555
	Iteration 19Q: 3 clusters Score -164277.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -164277.609375 Penalty: 3597.018555
	Iteration 20F: 3 clusters Score -164277.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 24894 members 
Mstep: Class 3 contains 45909 members 
Mstep: Class 4 contains 231086 members 
Mstep: Class 5 contains 13726 members 
Mstep: Class 6 contains 6591 members 
Mstep: Class 7 contains 991 members 
Mstep: Class 8 contains 59369 members 
Mstep: Class 9 contains 41827 members 
Mstep: Class 10 contains 22146 members 
Mstep: Class 11 contains 8029 members 
Mstep: Class 12 contains 17755 members 
Mstep: Class 13 contains 34488 members 
Mstep: Class 14 contains 2109 members 
Mstep: Class 15 contains 4337 members 
Mstep: Class 16 contains 1937 members 
Mstep: Class 17 contains 2687 members 
Mstep: Class 18 contains 203640 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19723 members 
Mstep: Class 21 contains 68998 members 
Mstep: Class 22 contains 420 members 
Mstep: Class 23 contains 39715 members 
Mstep: Class 24 contains 1329 members 
Entering Unmasked Estep 
Score: -104758912.000000 Penalty: 81314.312500
Splitting cluster 7 changes total score from -104760200.000000 to -104758912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (59369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59369 members 
Entering Unmasked Estep 
Score: -7501012.500000 Penalty: 2725.898926
	Iteration 0F: 2 clusters Score -7501012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29711 members 
Mstep: Class 2 contains 29658 members 
Entering Unmasked Estep 
Score: -7460945.500000 Penalty: 5451.797852
	Iteration 0F: 3 clusters Score -7460946 nChanged 27678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
Score: -7476490.500000 Penalty: 5451.797852
	Iteration 1F: 3 clusters Score -7476490 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 30287 members 
Entering Unmasked Estep 
Score: -7476944.500000 Penalty: 5451.797852
	Iteration 2Q: 3 clusters Score -7476944 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28760 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -7477591.000000 Penalty: 5451.797852
	Iteration 3Q: 3 clusters Score -7477591 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 31039 members 
Entering Unmasked Estep 
Score: -7478213.500000 Penalty: 5451.797852
	Iteration 4Q: 3 clusters Score -7478214 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 31673 members 
Entering Unmasked Estep 
Score: -7479099.000000 Penalty: 5451.797852
	Iteration 5Q: 3 clusters Score -7479099 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 32561 members 
Entering Unmasked Estep 
Score: -7480105.000000 Penalty: 5451.797852
	Iteration 6Q: 3 clusters Score -7480105 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -7481433.000000 Penalty: 5451.797852
	Iteration 7Q: 3 clusters Score -7481433 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 35220 members 
Entering Unmasked Estep 
Score: -7483230.500000 Penalty: 5451.797852
	Iteration 8F: 3 clusters Score -7483230 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 37035 members 
Entering Unmasked Estep 
Score: -7485445.500000 Penalty: 5451.797852
	Iteration 9F: 3 clusters Score -7485446 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 38967 members 
Entering Unmasked Estep 
Score: -7487742.000000 Penalty: 5451.797852
	Iteration 10F: 3 clusters Score -7487742 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 40667 members 
Entering Unmasked Estep 
Score: -7489659.000000 Penalty: 5451.797852
	Iteration 11F: 3 clusters Score -7489659 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 42057 members 
Entering Unmasked Estep 
Score: -7491132.500000 Penalty: 5451.797852
	Iteration 12Q: 3 clusters Score -7491132 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16128 members 
Mstep: Class 2 contains 43241 members 
Entering Unmasked Estep 
Score: -7492192.500000 Penalty: 5451.797852
	Iteration 13Q: 3 clusters Score -7492192 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 44388 members 
Entering Unmasked Estep 
Score: -7493106.500000 Penalty: 5451.797852
	Iteration 14Q: 3 clusters Score -7493106 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 45488 members 
Entering Unmasked Estep 
Score: -7493822.500000 Penalty: 5451.797852
	Iteration 15Q: 3 clusters Score -7493822 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 46489 members 
Entering Unmasked Estep 
Score: -7494404.000000 Penalty: 5451.797852
	Iteration 16Q: 3 clusters Score -7494404 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 47440 members 
Entering Unmasked Estep 
Score: -7494942.500000 Penalty: 5451.797852
	Iteration 17Q: 3 clusters Score -7494942 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 48324 members 
Entering Unmasked Estep 
Score: -7495427.500000 Penalty: 5451.797852
	Iteration 18Q: 3 clusters Score -7495428 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 49131 members 
Entering Unmasked Estep 
Score: -7495806.000000 Penalty: 5451.797852
	Iteration 19Q: 3 clusters Score -7495806 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 49871 members 
Entering Unmasked Estep 
Score: -7496134.000000 Penalty: 5451.797852
	Iteration 20F: 3 clusters Score -7496134 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 50518 members 
Entering Unmasked Estep 
Score: -7496444.500000 Penalty: 5451.797852
	Iteration 21Q: 3 clusters Score -7496444 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 51137 members 
Entering Unmasked Estep 
Score: -7496705.000000 Penalty: 5451.797852
	Iteration 22Q: 3 clusters Score -7496705 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 51694 members 
Entering Unmasked Estep 
Score: -7496879.500000 Penalty: 5451.797852
	Iteration 23Q: 3 clusters Score -7496880 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 52239 members 
Entering Unmasked Estep 
Score: -7497085.500000 Penalty: 5451.797852
	Iteration 24Q: 3 clusters Score -7497086 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 52755 members 
Entering Unmasked Estep 
Score: -7497260.000000 Penalty: 5451.797852
	Iteration 25Q: 3 clusters Score -7497260 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 53202 members 
Entering Unmasked Estep 
Score: -7497369.500000 Penalty: 5451.797852
	Iteration 26Q: 3 clusters Score -7497370 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 53635 members 
Entering Unmasked Estep 
Score: -7497537.000000 Penalty: 5451.797852
	Iteration 27Q: 3 clusters Score -7497537 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 54016 members 
Entering Unmasked Estep 
Score: -7497681.500000 Penalty: 5451.797852
	Iteration 28Q: 3 clusters Score -7497682 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 54353 members 
Entering Unmasked Estep 
Score: -7497792.500000 Penalty: 5451.797852
	Iteration 29Q: 3 clusters Score -7497792 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 54686 members 
Entering Unmasked Estep 
Score: -7497914.000000 Penalty: 5451.797852
	Iteration 30Q: 3 clusters Score -7497914 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 55007 members 
Entering Unmasked Estep 
Score: -7498004.000000 Penalty: 5451.797852
	Iteration 31Q: 3 clusters Score -7498004 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 55290 members 
Entering Unmasked Estep 
Score: -7498085.500000 Penalty: 5451.797852
	Iteration 32Q: 3 clusters Score -7498086 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 55520 members 
Entering Unmasked Estep 
Score: -7498162.500000 Penalty: 5451.797852
	Iteration 33Q: 3 clusters Score -7498162 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 55729 members 
Entering Unmasked Estep 
Score: -7498231.000000 Penalty: 5451.797852
	Iteration 34Q: 3 clusters Score -7498231 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 55919 members 
Entering Unmasked Estep 
Score: -7498285.500000 Penalty: 5451.797852
	Iteration 35Q: 3 clusters Score -7498286 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 56090 members 
Entering Unmasked Estep 
Score: -7498339.500000 Penalty: 5451.797852
	Iteration 36Q: 3 clusters Score -7498340 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 56239 members 
Entering Unmasked Estep 
Score: -7498385.000000 Penalty: 5451.797852
	Iteration 37Q: 3 clusters Score -7498385 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 56346 members 
Entering Unmasked Estep 
Score: -7498407.500000 Penalty: 5451.797852
	Iteration 38Q: 3 clusters Score -7498408 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 56452 members 
Entering Unmasked Estep 
Score: -7498440.500000 Penalty: 5451.797852
	Iteration 39Q: 3 clusters Score -7498440 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 56528 members 
Entering Unmasked Estep 
Score: -7498465.500000 Penalty: 5451.797852
	Iteration 40F: 3 clusters Score -7498466 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 56597 members 
Entering Unmasked Estep 
Score: -7498490.500000 Penalty: 5451.797852
	Iteration 41Q: 3 clusters Score -7498490 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 56648 members 
Entering Unmasked Estep 
Score: -7498500.000000 Penalty: 5451.797852
	Iteration 42Q: 3 clusters Score -7498500 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 56702 members 
Entering Unmasked Estep 
Score: -7498515.000000 Penalty: 5451.797852
	Iteration 43Q: 3 clusters Score -7498515 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 56759 members 
Entering Unmasked Estep 
Score: -7498528.000000 Penalty: 5451.797852
	Iteration 44Q: 3 clusters Score -7498528 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 56800 members 
Entering Unmasked Estep 
Score: -7498543.000000 Penalty: 5451.797852
	Iteration 45Q: 3 clusters Score -7498543 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 56828 members 
Entering Unmasked Estep 
Score: -7498561.000000 Penalty: 5451.797852
	Iteration 46Q: 3 clusters Score -7498561 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 56853 members 
Entering Unmasked Estep 
Score: -7498547.000000 Penalty: 5451.797852
	Iteration 47Q: 3 clusters Score -7498547 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 56879 members 
Entering Unmasked Estep 
Score: -7498552.500000 Penalty: 5451.797852
	Iteration 48Q: 3 clusters Score -7498552 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 56900 members 
Entering Unmasked Estep 
Score: -7498555.000000 Penalty: 5451.797852
	Iteration 49Q: 3 clusters Score -7498555 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 56925 members 
Entering Unmasked Estep 
Score: -7498551.000000 Penalty: 5451.797852
	Iteration 50Q: 3 clusters Score -7498551 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 56955 members 
Entering Unmasked Estep 
Score: -7498559.500000 Penalty: 5451.797852
	Iteration 51Q: 3 clusters Score -7498560 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 56989 members 
Entering Unmasked Estep 
Score: -7498571.500000 Penalty: 5451.797852
	Iteration 52Q: 3 clusters Score -7498572 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 57015 members 
Entering Unmasked Estep 
Score: -7498581.000000 Penalty: 5451.797852
	Iteration 53Q: 3 clusters Score -7498581 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 57040 members 
Entering Unmasked Estep 
Score: -7498592.000000 Penalty: 5451.797852
	Iteration 54Q: 3 clusters Score -7498592 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 57063 members 
Entering Unmasked Estep 
Score: -7498594.500000 Penalty: 5451.797852
	Iteration 55Q: 3 clusters Score -7498594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 57083 members 
Entering Unmasked Estep 
Score: -7498594.000000 Penalty: 5451.797852
	Iteration 56Q: 3 clusters Score -7498594 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 57109 members 
Entering Unmasked Estep 
Score: -7498609.500000 Penalty: 5451.797852
	Iteration 57Q: 3 clusters Score -7498610 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 57145 members 
Entering Unmasked Estep 
Score: -7498609.500000 Penalty: 5451.797852
	Iteration 58Q: 3 clusters Score -7498610 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 57174 members 
Entering Unmasked Estep 
Score: -7498615.000000 Penalty: 5451.797852
	Iteration 59Q: 3 clusters Score -7498615 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 57202 members 
Entering Unmasked Estep 
Score: -7498621.500000 Penalty: 5451.797852
	Iteration 60F: 3 clusters Score -7498622 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 57233 members 
Entering Unmasked Estep 
Score: -7498642.500000 Penalty: 5451.797852
	Iteration 61Q: 3 clusters Score -7498642 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 57268 members 
Entering Unmasked Estep 
Score: -7498655.000000 Penalty: 5451.797852
	Iteration 62Q: 3 clusters Score -7498655 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 57304 members 
Entering Unmasked Estep 
Score: -7498672.000000 Penalty: 5451.797852
	Iteration 63Q: 3 clusters Score -7498672 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 57327 members 
Entering Unmasked Estep 
Score: -7498680.000000 Penalty: 5451.797852
	Iteration 64Q: 3 clusters Score -7498680 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 57348 members 
Entering Unmasked Estep 
Score: -7498675.000000 Penalty: 5451.797852
	Iteration 65Q: 3 clusters Score -7498675 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 57377 members 
Entering Unmasked Estep 
Score: -7498687.500000 Penalty: 5451.797852
	Iteration 66Q: 3 clusters Score -7498688 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 57394 members 
Entering Unmasked Estep 
Score: -7498688.500000 Penalty: 5451.797852
	Iteration 67Q: 3 clusters Score -7498688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 57415 members 
Entering Unmasked Estep 
Score: -7498702.500000 Penalty: 5451.797852
	Iteration 68Q: 3 clusters Score -7498702 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 57435 members 
Entering Unmasked Estep 
Score: -7498704.000000 Penalty: 5451.797852
	Iteration 69Q: 3 clusters Score -7498704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 57448 members 
Entering Unmasked Estep 
Score: -7498708.000000 Penalty: 5451.797852
	Iteration 70Q: 3 clusters Score -7498708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 57460 members 
Entering Unmasked Estep 
Score: -7498702.000000 Penalty: 5451.797852
	Iteration 71Q: 3 clusters Score -7498702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 57478 members 
Entering Unmasked Estep 
Score: -7498705.500000 Penalty: 5451.797852
	Iteration 72Q: 3 clusters Score -7498706 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 57496 members 
Entering Unmasked Estep 
Score: -7498709.000000 Penalty: 5451.797852
	Iteration 73Q: 3 clusters Score -7498709 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 57513 members 
Entering Unmasked Estep 
Score: -7498707.000000 Penalty: 5451.797852
	Iteration 74Q: 3 clusters Score -7498707 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 57530 members 
Entering Unmasked Estep 
Score: -7498714.500000 Penalty: 5451.797852
	Iteration 75Q: 3 clusters Score -7498714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 57543 members 
Entering Unmasked Estep 
Score: -7498709.500000 Penalty: 5451.797852
	Iteration 76Q: 3 clusters Score -7498710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 57557 members 
Entering Unmasked Estep 
Score: -7498722.000000 Penalty: 5451.797852
	Iteration 77Q: 3 clusters Score -7498722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 57571 members 
Entering Unmasked Estep 
Score: -7498725.000000 Penalty: 5451.797852
	Iteration 78Q: 3 clusters Score -7498725 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 57582 members 
Entering Unmasked Estep 
Score: -7498727.000000 Penalty: 5451.797852
	Iteration 79Q: 3 clusters Score -7498727 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 57593 members 
Entering Unmasked Estep 
Score: -7498740.000000 Penalty: 5451.797852
	Iteration 80F: 3 clusters Score -7498740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 57602 members 
Entering Unmasked Estep 
Score: -7498746.500000 Penalty: 5451.797852
	Iteration 81Q: 3 clusters Score -7498746 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 57608 members 
Entering Unmasked Estep 
Score: -7498744.500000 Penalty: 5451.797852
	Iteration 82Q: 3 clusters Score -7498744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 57617 members 
Entering Unmasked Estep 
Score: -7498738.500000 Penalty: 5451.797852
	Iteration 83Q: 3 clusters Score -7498738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 57624 members 
Entering Unmasked Estep 
Score: -7498739.500000 Penalty: 5451.797852
	Iteration 84Q: 3 clusters Score -7498740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 57626 members 
Entering Unmasked Estep 
Score: -7498736.500000 Penalty: 5451.797852
	Iteration 85Q: 3 clusters Score -7498736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 57629 members 
Entering Unmasked Estep 
Score: -7498731.000000 Penalty: 5451.797852
	Iteration 86Q: 3 clusters Score -7498731 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 57634 members 
Entering Unmasked Estep 
Score: -7498736.000000 Penalty: 5451.797852
	Iteration 87Q: 3 clusters Score -7498736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 57638 members 
Entering Unmasked Estep 
Score: -7498738.000000 Penalty: 5451.797852
	Iteration 88Q: 3 clusters Score -7498738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 57639 members 
Entering Unmasked Estep 
Score: -7498739.000000 Penalty: 5451.797852
	Iteration 89Q: 3 clusters Score -7498739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 57641 members 
Entering Unmasked Estep 
Score: -7498741.000000 Penalty: 5451.797852
	Iteration 90Q: 3 clusters Score -7498741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 57644 members 
Entering Unmasked Estep 
Score: -7498739.500000 Penalty: 5451.797852
	Iteration 91Q: 3 clusters Score -7498740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 57645 members 
Entering Unmasked Estep 
Score: -7498741.500000 Penalty: 5451.797852
	Iteration 92Q: 3 clusters Score -7498742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 57646 members 
Entering Unmasked Estep 
Score: -7498733.500000 Penalty: 5451.797852
	Iteration 93Q: 3 clusters Score -7498734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 57648 members 
Entering Unmasked Estep 
Score: -7498732.500000 Penalty: 5451.797852
	Iteration 94Q: 3 clusters Score -7498732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 57649 members 
Entering Unmasked Estep 
Score: -7498734.500000 Penalty: 5451.797852
	Iteration 95Q: 3 clusters Score -7498734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 57649 members 
Entering Unmasked Estep 
Score: -7498734.500000 Penalty: 5451.797852
	Iteration 96F: 3 clusters Score -7498734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (41827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41827 members 
Entering Unmasked Estep 
Score: -5280977.500000 Penalty: 2639.041748
	Iteration 0F: 2 clusters Score -5280978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -5252720.500000 Penalty: 5278.083496
	Iteration 0F: 3 clusters Score -5252720 nChanged 19193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -5263064.500000 Penalty: 5278.083496
	Iteration 1F: 3 clusters Score -5263064 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 20734 members 
Entering Unmasked Estep 
Score: -5263471.000000 Penalty: 5278.083496
	Iteration 2Q: 3 clusters Score -5263471 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -5263857.500000 Penalty: 5278.083496
	Iteration 3Q: 3 clusters Score -5263858 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -5264152.000000 Penalty: 5278.083496
	Iteration 4Q: 3 clusters Score -5264152 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -5264453.500000 Penalty: 5278.083496
	Iteration 5Q: 3 clusters Score -5264454 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21870 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -5264753.000000 Penalty: 5278.083496
	Iteration 6Q: 3 clusters Score -5264753 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -5265062.000000 Penalty: 5278.083496
	Iteration 7Q: 3 clusters Score -5265062 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -5265383.500000 Penalty: 5278.083496
	Iteration 8Q: 3 clusters Score -5265384 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23527 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -5265841.000000 Penalty: 5278.083496
	Iteration 9Q: 3 clusters Score -5265841 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -5266499.000000 Penalty: 5278.083496
	Iteration 10Q: 3 clusters Score -5266499 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25544 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -5267326.500000 Penalty: 5278.083496
	Iteration 11Q: 3 clusters Score -5267326 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -5268511.500000 Penalty: 5278.083496
	Iteration 12Q: 3 clusters Score -5268512 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -5270099.500000 Penalty: 5278.083496
	Iteration 13F: 3 clusters Score -5270100 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -5271825.000000 Penalty: 5278.083496
	Iteration 14F: 3 clusters Score -5271825 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31744 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -5273259.000000 Penalty: 5278.083496
	Iteration 15Q: 3 clusters Score -5273259 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32935 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -5274420.000000 Penalty: 5278.083496
	Iteration 16Q: 3 clusters Score -5274420 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33886 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -5275159.500000 Penalty: 5278.083496
	Iteration 17Q: 3 clusters Score -5275160 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34669 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -5275727.500000 Penalty: 5278.083496
	Iteration 18Q: 3 clusters Score -5275728 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35361 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -5276126.000000 Penalty: 5278.083496
	Iteration 19Q: 3 clusters Score -5276126 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35978 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -5276498.000000 Penalty: 5278.083496
	Iteration 20F: 3 clusters Score -5276498 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36558 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -5276846.500000 Penalty: 5278.083496
	Iteration 21Q: 3 clusters Score -5276846 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37067 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -5277141.500000 Penalty: 5278.083496
	Iteration 22Q: 3 clusters Score -5277142 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37530 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -5277445.500000 Penalty: 5278.083496
	Iteration 23Q: 3 clusters Score -5277446 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37930 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -5277706.000000 Penalty: 5278.083496
	Iteration 24Q: 3 clusters Score -5277706 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -5277927.500000 Penalty: 5278.083496
	Iteration 25Q: 3 clusters Score -5277928 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38571 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -5278103.000000 Penalty: 5278.083496
	Iteration 26Q: 3 clusters Score -5278103 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38787 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -5278233.000000 Penalty: 5278.083496
	Iteration 27Q: 3 clusters Score -5278233 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38959 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -5278330.000000 Penalty: 5278.083496
	Iteration 28Q: 3 clusters Score -5278330 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39102 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -5278421.500000 Penalty: 5278.083496
	Iteration 29Q: 3 clusters Score -5278422 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39224 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -5278485.500000 Penalty: 5278.083496
	Iteration 30Q: 3 clusters Score -5278486 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39331 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -5278558.000000 Penalty: 5278.083496
	Iteration 31Q: 3 clusters Score -5278558 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39403 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -5278582.500000 Penalty: 5278.083496
	Iteration 32Q: 3 clusters Score -5278582 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39477 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -5278603.500000 Penalty: 5278.083496
	Iteration 33Q: 3 clusters Score -5278604 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39535 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -5278632.500000 Penalty: 5278.083496
	Iteration 34Q: 3 clusters Score -5278632 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -5278651.000000 Penalty: 5278.083496
	Iteration 35Q: 3 clusters Score -5278651 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -5278659.500000 Penalty: 5278.083496
	Iteration 36Q: 3 clusters Score -5278660 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39650 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -5278654.500000 Penalty: 5278.083496
	Iteration 37Q: 3 clusters Score -5278654 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39683 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -5278673.000000 Penalty: 5278.083496
	Iteration 38Q: 3 clusters Score -5278673 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39725 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -5278685.500000 Penalty: 5278.083496
	Iteration 39Q: 3 clusters Score -5278686 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39766 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -5278706.500000 Penalty: 5278.083496
	Iteration 40F: 3 clusters Score -5278706 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39804 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -5278714.000000 Penalty: 5278.083496
	Iteration 41Q: 3 clusters Score -5278714 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39840 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -5278731.000000 Penalty: 5278.083496
	Iteration 42Q: 3 clusters Score -5278731 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39878 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -5278736.500000 Penalty: 5278.083496
	Iteration 43Q: 3 clusters Score -5278736 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39911 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -5278753.500000 Penalty: 5278.083496
	Iteration 44Q: 3 clusters Score -5278754 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39949 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -5278763.500000 Penalty: 5278.083496
	Iteration 45Q: 3 clusters Score -5278764 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -5278787.000000 Penalty: 5278.083496
	Iteration 46Q: 3 clusters Score -5278787 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40015 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -5278796.000000 Penalty: 5278.083496
	Iteration 47Q: 3 clusters Score -5278796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40036 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -5278804.000000 Penalty: 5278.083496
	Iteration 48Q: 3 clusters Score -5278804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -5278810.500000 Penalty: 5278.083496
	Iteration 49Q: 3 clusters Score -5278810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40063 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -5278818.000000 Penalty: 5278.083496
	Iteration 50Q: 3 clusters Score -5278818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -5278823.000000 Penalty: 5278.083496
	Iteration 51Q: 3 clusters Score -5278823 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40098 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -5278824.000000 Penalty: 5278.083496
	Iteration 52Q: 3 clusters Score -5278824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -5278828.500000 Penalty: 5278.083496
	Iteration 53Q: 3 clusters Score -5278828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -5278830.500000 Penalty: 5278.083496
	Iteration 54Q: 3 clusters Score -5278830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40142 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -5278839.000000 Penalty: 5278.083496
	Iteration 55Q: 3 clusters Score -5278839 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -5278842.000000 Penalty: 5278.083496
	Iteration 56Q: 3 clusters Score -5278842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40160 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -5278847.000000 Penalty: 5278.083496
	Iteration 57Q: 3 clusters Score -5278847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -5278843.000000 Penalty: 5278.083496
	Iteration 58Q: 3 clusters Score -5278843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40176 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -5278853.000000 Penalty: 5278.083496
	Iteration 59Q: 3 clusters Score -5278853 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40183 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -5278862.000000 Penalty: 5278.083496
	Iteration 60F: 3 clusters Score -5278862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -5278857.000000 Penalty: 5278.083496
	Iteration 61Q: 3 clusters Score -5278857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -5278858.000000 Penalty: 5278.083496
	Iteration 62Q: 3 clusters Score -5278858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -5278860.500000 Penalty: 5278.083496
	Iteration 63Q: 3 clusters Score -5278860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40203 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -5278860.500000 Penalty: 5278.083496
	Iteration 64F: 3 clusters Score -5278860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Entering Unmasked Estep 
Score: -2667334.750000 Penalty: 2481.342285
	Iteration 0F: 2 clusters Score -2667335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -2651866.000000 Penalty: 4962.684570
	Iteration 0F: 3 clusters Score -2651866 nChanged 9766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -2657237.000000 Penalty: 4962.684570
	Iteration 1F: 3 clusters Score -2657237 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -2657769.750000 Penalty: 4962.684570
	Iteration 2F: 3 clusters Score -2657770 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -2658260.000000 Penalty: 4962.684570
	Iteration 3F: 3 clusters Score -2658260 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -2658831.500000 Penalty: 4962.684570
	Iteration 4F: 3 clusters Score -2658832 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -2659475.000000 Penalty: 4962.684570
	Iteration 5F: 3 clusters Score -2659475 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -2660179.500000 Penalty: 4962.684570
	Iteration 6F: 3 clusters Score -2660180 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -2660943.750000 Penalty: 4962.684570
	Iteration 7F: 3 clusters Score -2660944 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -2661660.750000 Penalty: 4962.684570
	Iteration 8F: 3 clusters Score -2661661 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -2662357.750000 Penalty: 4962.684570
	Iteration 9Q: 3 clusters Score -2662358 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -2662976.500000 Penalty: 4962.684570
	Iteration 10Q: 3 clusters Score -2662976 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2663602.500000 Penalty: 4962.684570
	Iteration 11Q: 3 clusters Score -2663602 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2664146.750000 Penalty: 4962.684570
	Iteration 12Q: 3 clusters Score -2664147 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2664613.250000 Penalty: 4962.684570
	Iteration 13Q: 3 clusters Score -2664613 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2664893.500000 Penalty: 4962.684570
	Iteration 14Q: 3 clusters Score -2664894 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2665062.250000 Penalty: 4962.684570
	Iteration 15Q: 3 clusters Score -2665062 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -2665160.000000 Penalty: 4962.684570
	Iteration 16Q: 3 clusters Score -2665160 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -2665225.250000 Penalty: 4962.684570
	Iteration 17Q: 3 clusters Score -2665225 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -2665260.000000 Penalty: 4962.684570
	Iteration 18Q: 3 clusters Score -2665260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2665288.250000 Penalty: 4962.684570
	Iteration 19Q: 3 clusters Score -2665288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2665306.500000 Penalty: 4962.684570
	Iteration 20F: 3 clusters Score -2665306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2665318.750000 Penalty: 4962.684570
	Iteration 21Q: 3 clusters Score -2665319 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21763 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2665327.500000 Penalty: 4962.684570
	Iteration 22Q: 3 clusters Score -2665328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2665339.500000 Penalty: 4962.684570
	Iteration 23Q: 3 clusters Score -2665340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2665342.000000 Penalty: 4962.684570
	Iteration 24Q: 3 clusters Score -2665342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2665343.000000 Penalty: 4962.684570
	Iteration 25Q: 3 clusters Score -2665343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2665343.000000 Penalty: 4962.684570
	Iteration 26F: 3 clusters Score -2665343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Entering Unmasked Estep 
Score: -950189.812500 Penalty: 2229.722168
	Iteration 0F: 2 clusters Score -950189.8 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 4003 members 
Entering Unmasked Estep 
Score: -943773.875000 Penalty: 4459.444336
	Iteration 0F: 3 clusters Score -943773.9 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -945485.125000 Penalty: 4459.444336
	Iteration 1F: 3 clusters Score -945485.1 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -945877.250000 Penalty: 4459.444336
	Iteration 2F: 3 clusters Score -945877.2 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -946347.312500 Penalty: 4459.444336
	Iteration 3F: 3 clusters Score -946347.3 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -946828.937500 Penalty: 4459.444336
	Iteration 4F: 3 clusters Score -946828.9 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -947286.250000 Penalty: 4459.444336
	Iteration 5F: 3 clusters Score -947286.2 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -947700.875000 Penalty: 4459.444336
	Iteration 6F: 3 clusters Score -947700.9 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -948013.187500 Penalty: 4459.444336
	Iteration 7F: 3 clusters Score -948013.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -948224.250000 Penalty: 4459.444336
	Iteration 8Q: 3 clusters Score -948224.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -948369.812500 Penalty: 4459.444336
	Iteration 9Q: 3 clusters Score -948369.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -948485.562500 Penalty: 4459.444336
	Iteration 10Q: 3 clusters Score -948485.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -948571.250000 Penalty: 4459.444336
	Iteration 11Q: 3 clusters Score -948571.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -948633.812500 Penalty: 4459.444336
	Iteration 12Q: 3 clusters Score -948633.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -948679.812500 Penalty: 4459.444336
	Iteration 13Q: 3 clusters Score -948679.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -948720.250000 Penalty: 4459.444336
	Iteration 14Q: 3 clusters Score -948720.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -948744.437500 Penalty: 4459.444336
	Iteration 15Q: 3 clusters Score -948744.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -948774.062500 Penalty: 4459.444336
	Iteration 16Q: 3 clusters Score -948774.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -948791.187500 Penalty: 4459.444336
	Iteration 17Q: 3 clusters Score -948791.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -948808.687500 Penalty: 4459.444336
	Iteration 18Q: 3 clusters Score -948808.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -948826.437500 Penalty: 4459.444336
	Iteration 19Q: 3 clusters Score -948826.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -948837.937500 Penalty: 4459.444336
	Iteration 20F: 3 clusters Score -948837.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -948846.062500 Penalty: 4459.444336
	Iteration 21Q: 3 clusters Score -948846.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -948858.000000 Penalty: 4459.444336
	Iteration 22Q: 3 clusters Score -948858 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -948872.437500 Penalty: 4459.444336
	Iteration 23Q: 3 clusters Score -948872.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -948886.437500 Penalty: 4459.444336
	Iteration 24Q: 3 clusters Score -948886.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -948899.750000 Penalty: 4459.444336
	Iteration 25Q: 3 clusters Score -948899.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -948911.812500 Penalty: 4459.444336
	Iteration 26Q: 3 clusters Score -948911.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -948922.750000 Penalty: 4459.444336
	Iteration 27Q: 3 clusters Score -948922.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -948943.750000 Penalty: 4459.444336
	Iteration 28Q: 3 clusters Score -948943.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -948956.187500 Penalty: 4459.444336
	Iteration 29Q: 3 clusters Score -948956.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -948964.187500 Penalty: 4459.444336
	Iteration 30Q: 3 clusters Score -948964.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -948967.312500 Penalty: 4459.444336
	Iteration 31Q: 3 clusters Score -948967.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -948969.812500 Penalty: 4459.444336
	Iteration 32Q: 3 clusters Score -948969.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -948970.687500 Penalty: 4459.444336
	Iteration 33Q: 3 clusters Score -948970.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -948976.187500 Penalty: 4459.444336
	Iteration 34Q: 3 clusters Score -948976.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -948980.562500 Penalty: 4459.444336
	Iteration 35Q: 3 clusters Score -948980.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -948981.625000 Penalty: 4459.444336
	Iteration 36Q: 3 clusters Score -948981.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -948986.750000 Penalty: 4459.444336
	Iteration 37Q: 3 clusters Score -948986.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -948985.937500 Penalty: 4459.444336
	Iteration 38Q: 3 clusters Score -948985.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -948989.937500 Penalty: 4459.444336
	Iteration 39Q: 3 clusters Score -948989.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -948993.312500 Penalty: 4459.444336
	Iteration 40F: 3 clusters Score -948993.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -948996.000000 Penalty: 4459.444336
	Iteration 41Q: 3 clusters Score -948996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -948996.375000 Penalty: 4459.444336
	Iteration 42Q: 3 clusters Score -948996.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -949001.687500 Penalty: 4459.444336
	Iteration 43Q: 3 clusters Score -949001.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -949007.750000 Penalty: 4459.444336
	Iteration 44Q: 3 clusters Score -949007.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -949011.562500 Penalty: 4459.444336
	Iteration 45Q: 3 clusters Score -949011.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -949017.875000 Penalty: 4459.444336
	Iteration 46Q: 3 clusters Score -949017.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -949023.000000 Penalty: 4459.444336
	Iteration 47Q: 3 clusters Score -949023 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -949025.562500 Penalty: 4459.444336
	Iteration 48Q: 3 clusters Score -949025.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -949024.937500 Penalty: 4459.444336
	Iteration 49Q: 3 clusters Score -949024.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -949024.687500 Penalty: 4459.444336
	Iteration 50Q: 3 clusters Score -949024.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -949027.562500 Penalty: 4459.444336
	Iteration 51Q: 3 clusters Score -949027.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -949028.937500 Penalty: 4459.444336
	Iteration 52Q: 3 clusters Score -949028.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -949028.687500 Penalty: 4459.444336
	Iteration 53Q: 3 clusters Score -949028.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -949030.312500 Penalty: 4459.444336
	Iteration 54Q: 3 clusters Score -949030.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -949030.062500 Penalty: 4459.444336
	Iteration 55Q: 3 clusters Score -949030.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -949030.062500 Penalty: 4459.444336
	Iteration 56F: 3 clusters Score -949030.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Entering Unmasked Estep 
Score: -2247525.000000 Penalty: 2426.536865
	Iteration 0F: 2 clusters Score -2247525 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -2234875.250000 Penalty: 4853.073730
	Iteration 0F: 3 clusters Score -2234875 nChanged 7773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -2238967.250000 Penalty: 4853.073730
	Iteration 1F: 3 clusters Score -2238967 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -2239363.250000 Penalty: 4853.073730
	Iteration 2F: 3 clusters Score -2239363 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -2239690.500000 Penalty: 4853.073730
	Iteration 3Q: 3 clusters Score -2239690 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -2239983.250000 Penalty: 4853.073730
	Iteration 4Q: 3 clusters Score -2239983 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -2240246.500000 Penalty: 4853.073730
	Iteration 5Q: 3 clusters Score -2240246 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -2240499.250000 Penalty: 4853.073730
	Iteration 6Q: 3 clusters Score -2240499 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -2240725.000000 Penalty: 4853.073730
	Iteration 7Q: 3 clusters Score -2240725 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -2240986.750000 Penalty: 4853.073730
	Iteration 8Q: 3 clusters Score -2240987 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -2241277.000000 Penalty: 4853.073730
	Iteration 9Q: 3 clusters Score -2241277 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -2241581.500000 Penalty: 4853.073730
	Iteration 10Q: 3 clusters Score -2241582 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -2241955.000000 Penalty: 4853.073730
	Iteration 11Q: 3 clusters Score -2241955 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -2242363.750000 Penalty: 4853.073730
	Iteration 12Q: 3 clusters Score -2242364 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -2242765.000000 Penalty: 4853.073730
	Iteration 13Q: 3 clusters Score -2242765 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -2243148.750000 Penalty: 4853.073730
	Iteration 14Q: 3 clusters Score -2243149 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -2243443.000000 Penalty: 4853.073730
	Iteration 15Q: 3 clusters Score -2243443 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -2243620.500000 Penalty: 4853.073730
	Iteration 16Q: 3 clusters Score -2243620 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -2243720.250000 Penalty: 4853.073730
	Iteration 17Q: 3 clusters Score -2243720 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -2243771.250000 Penalty: 4853.073730
	Iteration 18Q: 3 clusters Score -2243771 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -2243806.000000 Penalty: 4853.073730
	Iteration 19Q: 3 clusters Score -2243806 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -2243830.750000 Penalty: 4853.073730
	Iteration 20F: 3 clusters Score -2243831 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -2243854.500000 Penalty: 4853.073730
	Iteration 21Q: 3 clusters Score -2243854 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -2243878.250000 Penalty: 4853.073730
	Iteration 22Q: 3 clusters Score -2243878 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -2243894.500000 Penalty: 4853.073730
	Iteration 23Q: 3 clusters Score -2243894 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -2243924.750000 Penalty: 4853.073730
	Iteration 24Q: 3 clusters Score -2243925 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -2243949.750000 Penalty: 4853.073730
	Iteration 25Q: 3 clusters Score -2243950 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11696 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -2243972.750000 Penalty: 4853.073730
	Iteration 26Q: 3 clusters Score -2243973 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -2243996.750000 Penalty: 4853.073730
	Iteration 27Q: 3 clusters Score -2243997 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -2244015.250000 Penalty: 4853.073730
	Iteration 28Q: 3 clusters Score -2244015 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -2244031.750000 Penalty: 4853.073730
	Iteration 29Q: 3 clusters Score -2244032 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -2244044.500000 Penalty: 4853.073730
	Iteration 30Q: 3 clusters Score -2244044 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -2244055.750000 Penalty: 4853.073730
	Iteration 31Q: 3 clusters Score -2244056 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -2244064.000000 Penalty: 4853.073730
	Iteration 32Q: 3 clusters Score -2244064 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -2244068.750000 Penalty: 4853.073730
	Iteration 33Q: 3 clusters Score -2244069 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -2244071.500000 Penalty: 4853.073730
	Iteration 34Q: 3 clusters Score -2244072 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -2244083.000000 Penalty: 4853.073730
	Iteration 35Q: 3 clusters Score -2244083 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -2244091.250000 Penalty: 4853.073730
	Iteration 36Q: 3 clusters Score -2244091 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -2244095.000000 Penalty: 4853.073730
	Iteration 37Q: 3 clusters Score -2244095 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -2244107.250000 Penalty: 4853.073730
	Iteration 38Q: 3 clusters Score -2244107 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -2244111.750000 Penalty: 4853.073730
	Iteration 39Q: 3 clusters Score -2244112 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -2244118.500000 Penalty: 4853.073730
	Iteration 40F: 3 clusters Score -2244118 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -2244122.500000 Penalty: 4853.073730
	Iteration 41Q: 3 clusters Score -2244122 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -2244123.750000 Penalty: 4853.073730
	Iteration 42Q: 3 clusters Score -2244124 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -2244126.500000 Penalty: 4853.073730
	Iteration 43Q: 3 clusters Score -2244126 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -2244139.500000 Penalty: 4853.073730
	Iteration 44Q: 3 clusters Score -2244140 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -2244140.750000 Penalty: 4853.073730
	Iteration 45Q: 3 clusters Score -2244141 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -2244148.000000 Penalty: 4853.073730
	Iteration 46Q: 3 clusters Score -2244148 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -2244153.500000 Penalty: 4853.073730
	Iteration 47Q: 3 clusters Score -2244154 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -2244164.000000 Penalty: 4853.073730
	Iteration 48Q: 3 clusters Score -2244164 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -2244174.750000 Penalty: 4853.073730
	Iteration 49Q: 3 clusters Score -2244175 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -2244187.250000 Penalty: 4853.073730
	Iteration 50Q: 3 clusters Score -2244187 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -2244185.500000 Penalty: 4853.073730
	Iteration 51Q: 3 clusters Score -2244186 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -2244190.500000 Penalty: 4853.073730
	Iteration 52Q: 3 clusters Score -2244190 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -2244200.500000 Penalty: 4853.073730
	Iteration 53Q: 3 clusters Score -2244200 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -2244202.750000 Penalty: 4853.073730
	Iteration 54Q: 3 clusters Score -2244203 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -2244210.000000 Penalty: 4853.073730
	Iteration 55Q: 3 clusters Score -2244210 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -2244210.750000 Penalty: 4853.073730
	Iteration 56Q: 3 clusters Score -2244211 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -2244212.250000 Penalty: 4853.073730
	Iteration 57Q: 3 clusters Score -2244212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -2244215.000000 Penalty: 4853.073730
	Iteration 58Q: 3 clusters Score -2244215 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -2244219.750000 Penalty: 4853.073730
	Iteration 59Q: 3 clusters Score -2244220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -2244218.000000 Penalty: 4853.073730
	Iteration 60F: 3 clusters Score -2244218 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -2244220.750000 Penalty: 4853.073730
	Iteration 61Q: 3 clusters Score -2244221 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -2244227.750000 Penalty: 4853.073730
	Iteration 62Q: 3 clusters Score -2244228 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -2244225.500000 Penalty: 4853.073730
	Iteration 63Q: 3 clusters Score -2244226 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -2244236.250000 Penalty: 4853.073730
	Iteration 64Q: 3 clusters Score -2244236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12836 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -2244235.000000 Penalty: 4853.073730
	Iteration 65Q: 3 clusters Score -2244235 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -2244236.750000 Penalty: 4853.073730
	Iteration 66Q: 3 clusters Score -2244237 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -2244236.250000 Penalty: 4853.073730
	Iteration 67Q: 3 clusters Score -2244236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -2244239.250000 Penalty: 4853.073730
	Iteration 68Q: 3 clusters Score -2244239 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -2244242.500000 Penalty: 4853.073730
	Iteration 69Q: 3 clusters Score -2244242 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -2244241.250000 Penalty: 4853.073730
	Iteration 70Q: 3 clusters Score -2244241 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -2244243.750000 Penalty: 4853.073730
	Iteration 71Q: 3 clusters Score -2244244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -2244245.000000 Penalty: 4853.073730
	Iteration 72Q: 3 clusters Score -2244245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -2244246.500000 Penalty: 4853.073730
	Iteration 73Q: 3 clusters Score -2244246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -2244248.000000 Penalty: 4853.073730
	Iteration 74Q: 3 clusters Score -2244248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -2244250.750000 Penalty: 4853.073730
	Iteration 75Q: 3 clusters Score -2244251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -2244251.250000 Penalty: 4853.073730
	Iteration 76Q: 3 clusters Score -2244251 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -2244251.250000 Penalty: 4853.073730
	Iteration 77Q: 3 clusters Score -2244251 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -2244250.500000 Penalty: 4853.073730
	Iteration 78Q: 3 clusters Score -2244250 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -2244253.750000 Penalty: 4853.073730
	Iteration 79Q: 3 clusters Score -2244254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -2244252.750000 Penalty: 4853.073730
	Iteration 80F: 3 clusters Score -2244253 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -2244257.500000 Penalty: 4853.073730
	Iteration 81Q: 3 clusters Score -2244258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -2244254.750000 Penalty: 4853.073730
	Iteration 82Q: 3 clusters Score -2244255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -2244258.250000 Penalty: 4853.073730
	Iteration 83Q: 3 clusters Score -2244258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13016 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -2244256.500000 Penalty: 4853.073730
	Iteration 84Q: 3 clusters Score -2244256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -2244258.000000 Penalty: 4853.073730
	Iteration 85Q: 3 clusters Score -2244258 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -2244259.000000 Penalty: 4853.073730
	Iteration 86Q: 3 clusters Score -2244259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -2244258.000000 Penalty: 4853.073730
	Iteration 87Q: 3 clusters Score -2244258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -2244259.750000 Penalty: 4853.073730
	Iteration 88Q: 3 clusters Score -2244260 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -2244264.250000 Penalty: 4853.073730
	Iteration 89Q: 3 clusters Score -2244264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -2244263.750000 Penalty: 4853.073730
	Iteration 90Q: 3 clusters Score -2244264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -2244264.500000 Penalty: 4853.073730
	Iteration 91Q: 3 clusters Score -2244264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -2244259.500000 Penalty: 4853.073730
	Iteration 92Q: 3 clusters Score -2244260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -2244261.000000 Penalty: 4853.073730
	Iteration 93Q: 3 clusters Score -2244261 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -2244266.250000 Penalty: 4853.073730
	Iteration 94Q: 3 clusters Score -2244266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13087 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -2244263.250000 Penalty: 4853.073730
	Iteration 95Q: 3 clusters Score -2244263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -2244262.000000 Penalty: 4853.073730
	Iteration 96Q: 3 clusters Score -2244262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -2244266.500000 Penalty: 4853.073730
	Iteration 97Q: 3 clusters Score -2244266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -2244268.500000 Penalty: 4853.073730
	Iteration 98Q: 3 clusters Score -2244268 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -2244271.500000 Penalty: 4853.073730
	Iteration 99Q: 3 clusters Score -2244272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13118 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -2244273.500000 Penalty: 4853.073730
	Iteration 100F: 3 clusters Score -2244274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -2244277.500000 Penalty: 4853.073730
	Iteration 101Q: 3 clusters Score -2244278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -2244280.500000 Penalty: 4853.073730
	Iteration 102Q: 3 clusters Score -2244280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -2244278.750000 Penalty: 4853.073730
	Iteration 103Q: 3 clusters Score -2244279 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13168 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -2244281.500000 Penalty: 4853.073730
	Iteration 104Q: 3 clusters Score -2244282 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -2244285.250000 Penalty: 4853.073730
	Iteration 105Q: 3 clusters Score -2244285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -2244282.250000 Penalty: 4853.073730
	Iteration 106Q: 3 clusters Score -2244282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -2244283.750000 Penalty: 4853.073730
	Iteration 107Q: 3 clusters Score -2244284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -2244289.500000 Penalty: 4853.073730
	Iteration 108Q: 3 clusters Score -2244290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -2244292.250000 Penalty: 4853.073730
	Iteration 109Q: 3 clusters Score -2244292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -2244289.250000 Penalty: 4853.073730
	Iteration 110Q: 3 clusters Score -2244289 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -2244291.750000 Penalty: 4853.073730
	Iteration 111Q: 3 clusters Score -2244292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -2244294.000000 Penalty: 4853.073730
	Iteration 112Q: 3 clusters Score -2244294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -2244299.500000 Penalty: 4853.073730
	Iteration 113Q: 3 clusters Score -2244300 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -2244298.750000 Penalty: 4853.073730
	Iteration 114Q: 3 clusters Score -2244299 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -2244303.250000 Penalty: 4853.073730
	Iteration 115Q: 3 clusters Score -2244303 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -2244301.000000 Penalty: 4853.073730
	Iteration 116Q: 3 clusters Score -2244301 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -2244307.500000 Penalty: 4853.073730
	Iteration 117Q: 3 clusters Score -2244308 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -2244305.250000 Penalty: 4853.073730
	Iteration 118Q: 3 clusters Score -2244305 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -2244310.500000 Penalty: 4853.073730
	Iteration 119Q: 3 clusters Score -2244310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -2244313.250000 Penalty: 4853.073730
	Iteration 120F: 3 clusters Score -2244313 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -2244313.500000 Penalty: 4853.073730
	Iteration 121Q: 3 clusters Score -2244314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -2244323.500000 Penalty: 4853.073730
	Iteration 122Q: 3 clusters Score -2244324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -2244326.250000 Penalty: 4853.073730
	Iteration 123Q: 3 clusters Score -2244326 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -2244327.750000 Penalty: 4853.073730
	Iteration 124Q: 3 clusters Score -2244328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -2244327.250000 Penalty: 4853.073730
	Iteration 125Q: 3 clusters Score -2244327 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -2244326.000000 Penalty: 4853.073730
	Iteration 126Q: 3 clusters Score -2244326 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -2244326.500000 Penalty: 4853.073730
	Iteration 127Q: 3 clusters Score -2244326 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -2244338.250000 Penalty: 4853.073730
	Iteration 128Q: 3 clusters Score -2244338 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -2244335.750000 Penalty: 4853.073730
	Iteration 129Q: 3 clusters Score -2244336 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -2244336.000000 Penalty: 4853.073730
	Iteration 130Q: 3 clusters Score -2244336 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -2244340.500000 Penalty: 4853.073730
	Iteration 131Q: 3 clusters Score -2244340 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -2244347.500000 Penalty: 4853.073730
	Iteration 132Q: 3 clusters Score -2244348 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -2244346.750000 Penalty: 4853.073730
	Iteration 133Q: 3 clusters Score -2244347 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -2244364.500000 Penalty: 4853.073730
	Iteration 134Q: 3 clusters Score -2244364 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -2244370.000000 Penalty: 4853.073730
	Iteration 135Q: 3 clusters Score -2244370 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -2244379.250000 Penalty: 4853.073730
	Iteration 136Q: 3 clusters Score -2244379 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -2244387.000000 Penalty: 4853.073730
	Iteration 137Q: 3 clusters Score -2244387 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -2244401.250000 Penalty: 4853.073730
	Iteration 138Q: 3 clusters Score -2244401 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -2244411.250000 Penalty: 4853.073730
	Iteration 139Q: 3 clusters Score -2244411 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -2244413.500000 Penalty: 4853.073730
	Iteration 140F: 3 clusters Score -2244414 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -2244424.000000 Penalty: 4853.073730
	Iteration 141Q: 3 clusters Score -2244424 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -2244421.750000 Penalty: 4853.073730
	Iteration 142Q: 3 clusters Score -2244422 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -2244434.500000 Penalty: 4853.073730
	Iteration 143Q: 3 clusters Score -2244434 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -2244444.250000 Penalty: 4853.073730
	Iteration 144Q: 3 clusters Score -2244444 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -2244440.750000 Penalty: 4853.073730
	Iteration 145Q: 3 clusters Score -2244441 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -2244451.000000 Penalty: 4853.073730
	Iteration 146Q: 3 clusters Score -2244451 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -2244466.250000 Penalty: 4853.073730
	Iteration 147Q: 3 clusters Score -2244466 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -2244480.000000 Penalty: 4853.073730
	Iteration 148Q: 3 clusters Score -2244480 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -2244494.250000 Penalty: 4853.073730
	Iteration 149Q: 3 clusters Score -2244494 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -2244505.500000 Penalty: 4853.073730
	Iteration 150Q: 3 clusters Score -2244506 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -2244521.000000 Penalty: 4853.073730
	Iteration 151Q: 3 clusters Score -2244521 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -2244530.750000 Penalty: 4853.073730
	Iteration 152Q: 3 clusters Score -2244531 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -2244548.500000 Penalty: 4853.073730
	Iteration 153Q: 3 clusters Score -2244548 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -2244562.500000 Penalty: 4853.073730
	Iteration 154Q: 3 clusters Score -2244562 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2244578.000000 Penalty: 4853.073730
	Iteration 155Q: 3 clusters Score -2244578 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -2244595.250000 Penalty: 4853.073730
	Iteration 156Q: 3 clusters Score -2244595 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2244614.000000 Penalty: 4853.073730
	Iteration 157Q: 3 clusters Score -2244614 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -2244627.250000 Penalty: 4853.073730
	Iteration 158Q: 3 clusters Score -2244627 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2244641.750000 Penalty: 4853.073730
	Iteration 159Q: 3 clusters Score -2244642 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2244657.250000 Penalty: 4853.073730
	Iteration 160F: 3 clusters Score -2244657 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -2244676.500000 Penalty: 4853.073730
	Iteration 161Q: 3 clusters Score -2244676 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2244690.500000 Penalty: 4853.073730
	Iteration 162Q: 3 clusters Score -2244690 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -2244709.250000 Penalty: 4853.073730
	Iteration 163Q: 3 clusters Score -2244709 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2244732.750000 Penalty: 4853.073730
	Iteration 164Q: 3 clusters Score -2244733 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2244752.250000 Penalty: 4853.073730
	Iteration 165Q: 3 clusters Score -2244752 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -2244759.250000 Penalty: 4853.073730
	Iteration 166Q: 3 clusters Score -2244759 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2244776.750000 Penalty: 4853.073730
	Iteration 167Q: 3 clusters Score -2244777 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2244801.250000 Penalty: 4853.073730
	Iteration 168Q: 3 clusters Score -2244801 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2244825.000000 Penalty: 4853.073730
	Iteration 169Q: 3 clusters Score -2244825 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2244840.750000 Penalty: 4853.073730
	Iteration 170Q: 3 clusters Score -2244841 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15612 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2244860.500000 Penalty: 4853.073730
	Iteration 171Q: 3 clusters Score -2244860 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2244881.750000 Penalty: 4853.073730
	Iteration 172Q: 3 clusters Score -2244882 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -2244899.750000 Penalty: 4853.073730
	Iteration 173Q: 3 clusters Score -2244900 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -2244921.000000 Penalty: 4853.073730
	Iteration 174Q: 3 clusters Score -2244921 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -2244941.250000 Penalty: 4853.073730
	Iteration 175Q: 3 clusters Score -2244941 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2244960.250000 Penalty: 4853.073730
	Iteration 176Q: 3 clusters Score -2244960 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2244967.250000 Penalty: 4853.073730
	Iteration 177Q: 3 clusters Score -2244967 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -2244995.750000 Penalty: 4853.073730
	Iteration 178Q: 3 clusters Score -2244996 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2245021.750000 Penalty: 4853.073730
	Iteration 179Q: 3 clusters Score -2245022 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2245039.000000 Penalty: 4853.073730
	Iteration 180F: 3 clusters Score -2245039 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2245054.000000 Penalty: 4853.073730
	Iteration 181Q: 3 clusters Score -2245054 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2245078.750000 Penalty: 4853.073730
	Iteration 182Q: 3 clusters Score -2245079 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2245097.250000 Penalty: 4853.073730
	Iteration 183Q: 3 clusters Score -2245097 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2245123.500000 Penalty: 4853.073730
	Iteration 184Q: 3 clusters Score -2245124 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2245142.000000 Penalty: 4853.073730
	Iteration 185Q: 3 clusters Score -2245142 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2245158.750000 Penalty: 4853.073730
	Iteration 186Q: 3 clusters Score -2245159 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2245178.250000 Penalty: 4853.073730
	Iteration 187Q: 3 clusters Score -2245178 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -2245193.500000 Penalty: 4853.073730
	Iteration 188Q: 3 clusters Score -2245194 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16500 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2245216.750000 Penalty: 4853.073730
	Iteration 189Q: 3 clusters Score -2245217 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2245230.250000 Penalty: 4853.073730
	Iteration 190Q: 3 clusters Score -2245230 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2245240.500000 Penalty: 4853.073730
	Iteration 191Q: 3 clusters Score -2245240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2245255.250000 Penalty: 4853.073730
	Iteration 192Q: 3 clusters Score -2245255 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2245264.250000 Penalty: 4853.073730
	Iteration 193Q: 3 clusters Score -2245264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2245267.000000 Penalty: 4853.073730
	Iteration 194Q: 3 clusters Score -2245267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16615 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2245274.250000 Penalty: 4853.073730
	Iteration 195Q: 3 clusters Score -2245274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -2245277.750000 Penalty: 4853.073730
	Iteration 196Q: 3 clusters Score -2245278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2245283.750000 Penalty: 4853.073730
	Iteration 197Q: 3 clusters Score -2245284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2245290.750000 Penalty: 4853.073730
	Iteration 198Q: 3 clusters Score -2245291 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -2245301.750000 Penalty: 4853.073730
	Iteration 199Q: 3 clusters Score -2245302 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2245303.250000 Penalty: 4853.073730
	Iteration 200F: 3 clusters Score -2245303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2245306.500000 Penalty: 4853.073730
	Iteration 201Q: 3 clusters Score -2245306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2245310.250000 Penalty: 4853.073730
	Iteration 202Q: 3 clusters Score -2245310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2245322.250000 Penalty: 4853.073730
	Iteration 203Q: 3 clusters Score -2245322 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2245335.750000 Penalty: 4853.073730
	Iteration 204Q: 3 clusters Score -2245336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2245347.000000 Penalty: 4853.073730
	Iteration 205Q: 3 clusters Score -2245347 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -2245362.000000 Penalty: 4853.073730
	Iteration 206Q: 3 clusters Score -2245362 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2245372.000000 Penalty: 4853.073730
	Iteration 207Q: 3 clusters Score -2245372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2245379.000000 Penalty: 4853.073730
	Iteration 208Q: 3 clusters Score -2245379 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2245387.250000 Penalty: 4853.073730
	Iteration 209Q: 3 clusters Score -2245387 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2245405.000000 Penalty: 4853.073730
	Iteration 210Q: 3 clusters Score -2245405 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2245415.000000 Penalty: 4853.073730
	Iteration 211Q: 3 clusters Score -2245415 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2245421.500000 Penalty: 4853.073730
	Iteration 212Q: 3 clusters Score -2245422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2245427.750000 Penalty: 4853.073730
	Iteration 213Q: 3 clusters Score -2245428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2245436.250000 Penalty: 4853.073730
	Iteration 214Q: 3 clusters Score -2245436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2245440.000000 Penalty: 4853.073730
	Iteration 215Q: 3 clusters Score -2245440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2245443.500000 Penalty: 4853.073730
	Iteration 216Q: 3 clusters Score -2245444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2245444.750000 Penalty: 4853.073730
	Iteration 217Q: 3 clusters Score -2245445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2245445.250000 Penalty: 4853.073730
	Iteration 218Q: 3 clusters Score -2245445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2245449.250000 Penalty: 4853.073730
	Iteration 219Q: 3 clusters Score -2245449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2245452.500000 Penalty: 4853.073730
	Iteration 220F: 3 clusters Score -2245452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2245453.000000 Penalty: 4853.073730
	Iteration 221Q: 3 clusters Score -2245453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2245457.000000 Penalty: 4853.073730
	Iteration 222Q: 3 clusters Score -2245457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2245458.000000 Penalty: 4853.073730
	Iteration 223Q: 3 clusters Score -2245458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2245463.250000 Penalty: 4853.073730
	Iteration 224Q: 3 clusters Score -2245463 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2245469.000000 Penalty: 4853.073730
	Iteration 225Q: 3 clusters Score -2245469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2245473.000000 Penalty: 4853.073730
	Iteration 226Q: 3 clusters Score -2245473 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2245474.250000 Penalty: 4853.073730
	Iteration 227Q: 3 clusters Score -2245474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2245478.250000 Penalty: 4853.073730
	Iteration 228Q: 3 clusters Score -2245478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2245485.000000 Penalty: 4853.073730
	Iteration 229Q: 3 clusters Score -2245485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2245488.250000 Penalty: 4853.073730
	Iteration 230Q: 3 clusters Score -2245488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2245491.250000 Penalty: 4853.073730
	Iteration 231Q: 3 clusters Score -2245491 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2245491.750000 Penalty: 4853.073730
	Iteration 232Q: 3 clusters Score -2245492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2245496.250000 Penalty: 4853.073730
	Iteration 233Q: 3 clusters Score -2245496 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2245497.000000 Penalty: 4853.073730
	Iteration 234Q: 3 clusters Score -2245497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2245501.000000 Penalty: 4853.073730
	Iteration 235Q: 3 clusters Score -2245501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17014 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2245500.500000 Penalty: 4853.073730
	Iteration 236Q: 3 clusters Score -2245500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2245501.250000 Penalty: 4853.073730
	Iteration 237Q: 3 clusters Score -2245501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2245502.500000 Penalty: 4853.073730
	Iteration 238Q: 3 clusters Score -2245502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2245502.500000 Penalty: 4853.073730
	Iteration 239F: 3 clusters Score -2245502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Entering Unmasked Estep 
Score: -4327771.500000 Penalty: 2591.195068
	Iteration 0F: 2 clusters Score -4327772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -4304102.000000 Penalty: 5182.390137
	Iteration 0F: 3 clusters Score -4304102 nChanged 15779
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -4312622 nChanged 1502
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -4313060 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -4313559 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17625 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -4314094 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -4314710 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -4315452 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -4316318.500000 Penalty: 5182.390137
	Iteration 7Q: 3 clusters Score -4316318 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -4317371.500000 Penalty: 5182.390137
	Iteration 8F: 3 clusters Score -4317372 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -4318589.500000 Penalty: 5182.390137
	Iteration 9F: 3 clusters Score -4318590 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -4319790.500000 Penalty: 5182.390137
	Iteration 10F: 3 clusters Score -4319790 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -4320680.500000 Penalty: 5182.390137
	Iteration 11Q: 3 clusters Score -4320680 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4321236 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -4321544.500000 Penalty: 5182.390137
	Iteration 13Q: 3 clusters Score -4321544 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4321736 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -4321867.500000 Penalty: 5182.390137
	Iteration 15Q: 3 clusters Score -4321868 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16481 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -4322000.500000 Penalty: 5182.390137
	Iteration 16Q: 3 clusters Score -4322000 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -4322137.500000 Penalty: 5182.390137
	Iteration 17Q: 3 clusters Score -4322138 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -4322281.000000 Penalty: 5182.390137
	Iteration 18Q: 3 clusters Score -4322281 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -4322443.500000 Penalty: 5182.390137
	Iteration 19Q: 3 clusters Score -4322444 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -4322601.000000 Penalty: 5182.390137
	Iteration 20F: 3 clusters Score -4322601 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -4322734.500000 Penalty: 5182.390137
	Iteration 21Q: 3 clusters Score -4322734 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4322849 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4322950 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -4323070.500000 Penalty: 5182.390137
	Iteration 24Q: 3 clusters Score -4323070 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -4323159.500000 Penalty: 5182.390137
	Iteration 25Q: 3 clusters Score -4323160 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13591 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -4323232.500000 Penalty: 5182.390137
	Iteration 26Q: 3 clusters Score -4323232 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -4323286.500000 Penalty: 5182.390137
	Iteration 27Q: 3 clusters Score -4323286 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -4323331.000000 Penalty: 5182.390137
	Iteration 28Q: 3 clusters Score -4323331 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -4323364.000000 Penalty: 5182.390137
	Iteration 29Q: 3 clusters Score -4323364 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -4323406.000000 Penalty: 5182.390137
	Iteration 30Q: 3 clusters Score -4323406 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4323445 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4323476 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -4323519.000000 Penalty: 5182.390137
	Iteration 33Q: 3 clusters Score -4323519 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 22623 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4323551 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -4323591.500000 Penalty: 5182.390137
	Iteration 35Q: 3 clusters Score -4323592 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4323655 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -4323682.500000 Penalty: 5182.390137
	Iteration 37Q: 3 clusters Score -4323682 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -4323707.500000 Penalty: 5182.390137
	Iteration 38Q: 3 clusters Score -4323708 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -4323753.000000 Penalty: 5182.390137
	Iteration 39Q: 3 clusters Score -4323753 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 23992 members 
Entering Unmasked Estep 
Score: -4323804.500000 Penalty: 5182.390137
	Iteration 40F: 3 clusters Score -4323804 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -4323840.000000 Penalty: 5182.390137
	Iteration 41Q: 3 clusters Score -4323840 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -4323871.000000 Penalty: 5182.390137
	Iteration 42Q: 3 clusters Score -4323871 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 24669 members 
Entering Unmasked Estep 
Score: -4323927.500000 Penalty: 5182.390137
	Iteration 43Q: 3 clusters Score -4323928 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 24882 members 
Entering Unmasked Estep 
Score: -4323959.500000 Penalty: 5182.390137
	Iteration 44Q: 3 clusters Score -4323960 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 25089 members 
Entering Unmasked Estep 
Score: -4324007.000000 Penalty: 5182.390137
	Iteration 45Q: 3 clusters Score -4324007 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -4324021.500000 Penalty: 5182.390137
	Iteration 46Q: 3 clusters Score -4324022 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 25486 members 
Entering Unmasked Estep 
Score: -4324058.000000 Penalty: 5182.390137
	Iteration 47Q: 3 clusters Score -4324058 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
Score: -4324091.500000 Penalty: 5182.390137
	Iteration 48Q: 3 clusters Score -4324092 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -4324124.500000 Penalty: 5182.390137
	Iteration 49Q: 3 clusters Score -4324124 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -4324146.500000 Penalty: 5182.390137
	Iteration 50Q: 3 clusters Score -4324146 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -4324180.500000 Penalty: 5182.390137
	Iteration 51Q: 3 clusters Score -4324180 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 26433 members 
Entering Unmasked Estep 
Score: -4324215.500000 Penalty: 5182.390137
	Iteration 52Q: 3 clusters Score -4324216 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 26622 members 
Entering Unmasked Estep 
Score: -4324272.500000 Penalty: 5182.390137
	Iteration 53Q: 3 clusters Score -4324272 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -4324288.000000 Penalty: 5182.390137
	Iteration 54Q: 3 clusters Score -4324288 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 26929 members 
Entering Unmasked Estep 
Score: -4324317.000000 Penalty: 5182.390137
	Iteration 55Q: 3 clusters Score -4324317 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -4324335.000000 Penalty: 5182.390137
	Iteration 56Q: 3 clusters Score -4324335 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -4324356.000000 Penalty: 5182.390137
	Iteration 57Q: 3 clusters Score -4324356 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -4324396.000000 Penalty: 5182.390137
	Iteration 58Q: 3 clusters Score -4324396 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -4324422.500000 Penalty: 5182.390137
	Iteration 59Q: 3 clusters Score -4324422 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -4324461.500000 Penalty: 5182.390137
	Iteration 60F: 3 clusters Score -4324462 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -4324495.500000 Penalty: 5182.390137
	Iteration 61Q: 3 clusters Score -4324496 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 28121 members 
Entering Unmasked Estep 
Score: -4324536.000000 Penalty: 5182.390137
	Iteration 62Q: 3 clusters Score -4324536 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 28299 members 
Entering Unmasked Estep 
Score: -4324569.000000 Penalty: 5182.390137
	Iteration 63Q: 3 clusters Score -4324569 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 28484 members 
Entering Unmasked Estep 
Score: -4324611.500000 Penalty: 5182.390137
	Iteration 64Q: 3 clusters Score -4324612 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -4324652.000000 Penalty: 5182.390137
	Iteration 65Q: 3 clusters Score -4324652 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 28831 members 
Entering Unmasked Estep 
Score: -4324679.000000 Penalty: 5182.390137
	Iteration 66Q: 3 clusters Score -4324679 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 28994 members 
Entering Unmasked Estep 
Score: -4324705.500000 Penalty: 5182.390137
	Iteration 67Q: 3 clusters Score -4324706 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 29164 members 
Entering Unmasked Estep 
Score: -4324732.500000 Penalty: 5182.390137
	Iteration 68Q: 3 clusters Score -4324732 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -4324762.000000 Penalty: 5182.390137
	Iteration 69Q: 3 clusters Score -4324762 nChanged 141
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4324795 nChanged 151
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -4324841.000000 Penalty: 5182.390137
	Iteration 71Q: 3 clusters Score -4324841 nChanged 138
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -4324890.500000 Penalty: 5182.390137
	Iteration 72Q: 3 clusters Score -4324890 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -4324909.500000 Penalty: 5182.390137
	Iteration 73Q: 3 clusters Score -4324910 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4324962 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 30210 members 
Entering Unmasked Estep 
Score: -4325001.500000 Penalty: 5182.390137
	Iteration 75Q: 3 clusters Score -4325002 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -4325042.000000 Penalty: 5182.390137
	Iteration 76Q: 3 clusters Score -4325042 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 30539 members 
Entering Unmasked Estep 
Score: -4325086.000000 Penalty: 5182.390137
	Iteration 77Q: 3 clusters Score -4325086 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -4325129.000000 Penalty: 5182.390137
	Iteration 78Q: 3 clusters Score -4325129 nChanged 145
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -4325168.000000 Penalty: 5182.390137
	Iteration 79Q: 3 clusters Score -4325168 nChanged 130
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -4325176.500000 Penalty: 5182.390137
	Iteration 80F: 3 clusters Score -4325176 nChanged 126
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 31089 members 
Entering Unmasked Estep 
Score: -4325215.000000 Penalty: 5182.390137
	Iteration 81Q: 3 clusters Score -4325215 nChanged 133
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 31222 members 
Entering Unmasked Estep 
Score: -4325243.500000 Penalty: 5182.390137
	Iteration 82Q: 3 clusters Score -4325244 nChanged 116
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -4325287.000000 Penalty: 5182.390137
	Iteration 83Q: 3 clusters Score -4325287 nChanged 126
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -4325305.500000 Penalty: 5182.390137
	Iteration 84Q: 3 clusters Score -4325306 nChanged 123
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 31587 members 
Entering Unmasked Estep 
Score: -4325343.000000 Penalty: 5182.390137
	Iteration 85Q: 3 clusters Score -4325343 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -4325385.500000 Penalty: 5182.390137
	Iteration 86Q: 3 clusters Score -4325386 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 31796 members 
Entering Unmasked Estep 
Score: -4325418.000000 Penalty: 5182.390137
	Iteration 87Q: 3 clusters Score -4325418 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 31912 members 
Entering Unmasked Estep 
Score: -4325449.000000 Penalty: 5182.390137
	Iteration 88Q: 3 clusters Score -4325449 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 32010 members 
Entering Unmasked Estep 
Score: -4325473.500000 Penalty: 5182.390137
	Iteration 89Q: 3 clusters Score -4325474 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 32115 members 
Entering Unmasked Estep 
Score: -4325519.500000 Penalty: 5182.390137
	Iteration 90Q: 3 clusters Score -4325520 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -4325524.000000 Penalty: 5182.390137
	Iteration 91Q: 3 clusters Score -4325524 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 32303 members 
Entering Unmasked Estep 
Score: -4325563.000000 Penalty: 5182.390137
	Iteration 92Q: 3 clusters Score -4325563 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 32388 members 
Entering Unmasked Estep 
Score: -4325582.500000 Penalty: 5182.390137
	Iteration 93Q: 3 clusters Score -4325582 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 32472 members 
Entering Unmasked Estep 
Score: -4325602.000000 Penalty: 5182.390137
	Iteration 94Q: 3 clusters Score -4325602 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 32530 members 
Entering Unmasked Estep 
Score: -4325610.500000 Penalty: 5182.390137
	Iteration 95Q: 3 clusters Score -4325610 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -4325619.000000 Penalty: 5182.390137
	Iteration 96Q: 3 clusters Score -4325619 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -4325642.000000 Penalty: 5182.390137
	Iteration 97Q: 3 clusters Score -4325642 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 32708 members 
Entering Unmasked Estep 
Score: -4325667.000000 Penalty: 5182.390137
	Iteration 98Q: 3 clusters Score -4325667 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -4325689.500000 Penalty: 5182.390137
	Iteration 99Q: 3 clusters Score -4325690 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 32798 members 
Entering Unmasked Estep 
Score: -4325695.000000 Penalty: 5182.390137
	Iteration 100F: 3 clusters Score -4325695 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 32821 members 
Entering Unmasked Estep 
Score: -4325697.500000 Penalty: 5182.390137
	Iteration 101Q: 3 clusters Score -4325698 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -4325709.500000 Penalty: 5182.390137
	Iteration 102Q: 3 clusters Score -4325710 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 32879 members 
Entering Unmasked Estep 
Score: -4325718.000000 Penalty: 5182.390137
	Iteration 103Q: 3 clusters Score -4325718 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 32907 members 
Entering Unmasked Estep 
Score: -4325728.500000 Penalty: 5182.390137
	Iteration 104Q: 3 clusters Score -4325728 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -4325737.000000 Penalty: 5182.390137
	Iteration 105Q: 3 clusters Score -4325737 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 32975 members 
Entering Unmasked Estep 
Score: -4325745.500000 Penalty: 5182.390137
	Iteration 106Q: 3 clusters Score -4325746 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 33007 members 
Entering Unmasked Estep 
Score: -4325754.000000 Penalty: 5182.390137
	Iteration 107Q: 3 clusters Score -4325754 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -4325771.000000 Penalty: 5182.390137
	Iteration 108Q: 3 clusters Score -4325771 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 33061 members 
Entering Unmasked Estep 
Score: -4325777.000000 Penalty: 5182.390137
	Iteration 109Q: 3 clusters Score -4325777 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -4325786.000000 Penalty: 5182.390137
	Iteration 110Q: 3 clusters Score -4325786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 33102 members 
Entering Unmasked Estep 
Score: -4325789.500000 Penalty: 5182.390137
	Iteration 111Q: 3 clusters Score -4325790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 33114 members 
Entering Unmasked Estep 
Score: -4325798.000000 Penalty: 5182.390137
	Iteration 112Q: 3 clusters Score -4325798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -4325802.500000 Penalty: 5182.390137
	Iteration 113Q: 3 clusters Score -4325802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -4325813.000000 Penalty: 5182.390137
	Iteration 114Q: 3 clusters Score -4325813 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -4325807.000000 Penalty: 5182.390137
	Iteration 115Q: 3 clusters Score -4325807 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 33163 members 
Entering Unmasked Estep 
Score: -4325815.000000 Penalty: 5182.390137
	Iteration 116Q: 3 clusters Score -4325815 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -4325819.500000 Penalty: 5182.390137
	Iteration 117Q: 3 clusters Score -4325820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -4325827.500000 Penalty: 5182.390137
	Iteration 118Q: 3 clusters Score -4325828 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 33210 members 
Entering Unmasked Estep 
Score: -4325835.500000 Penalty: 5182.390137
	Iteration 119Q: 3 clusters Score -4325836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 33218 members 
Entering Unmasked Estep 
Score: -4325835.000000 Penalty: 5182.390137
	Iteration 120F: 3 clusters Score -4325835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
Score: -4325834.000000 Penalty: 5182.390137
	Iteration 121Q: 3 clusters Score -4325834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 33231 members 
Entering Unmasked Estep 
Score: -4325832.000000 Penalty: 5182.390137
	Iteration 122Q: 3 clusters Score -4325832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 33235 members 
Entering Unmasked Estep 
Score: -4325832.500000 Penalty: 5182.390137
	Iteration 123Q: 3 clusters Score -4325832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -4325834.500000 Penalty: 5182.390137
	Iteration 124Q: 3 clusters Score -4325834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 33236 members 
Entering Unmasked Estep 
Score: -4325834.500000 Penalty: 5182.390137
	Iteration 125F: 3 clusters Score -4325834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Entering Unmasked Estep 
Score: -252681.343750 Penalty: 1898.184326
	Iteration 0F: 2 clusters Score -252681.3 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 1022 members 
Entering Unmasked Estep 
Score: -250013.234375 Penalty: 3796.368652
	Iteration 0F: 3 clusters Score -250013.2 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -250528.671875 Penalty: 3796.368652
	Iteration 1F: 3 clusters Score -250528.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -250632.031250 Penalty: 3796.368652
	Iteration 2F: 3 clusters Score -250632 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -250687.562500 Penalty: 3796.368652
	Iteration 3Q: 3 clusters Score -250687.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -250732.734375 Penalty: 3796.368652
	Iteration 4Q: 3 clusters Score -250732.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -250767.171875 Penalty: 3796.368652
	Iteration 5Q: 3 clusters Score -250767.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -250794.828125 Penalty: 3796.368652
	Iteration 6Q: 3 clusters Score -250794.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -250815.234375 Penalty: 3796.368652
	Iteration 7Q: 3 clusters Score -250815.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -250836.265625 Penalty: 3796.368652
	Iteration 8Q: 3 clusters Score -250836.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -250847.921875 Penalty: 3796.368652
	Iteration 9Q: 3 clusters Score -250847.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -250858.234375 Penalty: 3796.368652
	Iteration 10Q: 3 clusters Score -250858.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -250866.218750 Penalty: 3796.368652
	Iteration 11Q: 3 clusters Score -250866.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -250874.375000 Penalty: 3796.368652
	Iteration 12Q: 3 clusters Score -250874.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -250879.921875 Penalty: 3796.368652
	Iteration 13Q: 3 clusters Score -250879.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -250887.000000 Penalty: 3796.368652
	Iteration 14Q: 3 clusters Score -250887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -250892.125000 Penalty: 3796.368652
	Iteration 15Q: 3 clusters Score -250892.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -250894.421875 Penalty: 3796.368652
	Iteration 16Q: 3 clusters Score -250894.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -250897.578125 Penalty: 3796.368652
	Iteration 17Q: 3 clusters Score -250897.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -250902.468750 Penalty: 3796.368652
	Iteration 18Q: 3 clusters Score -250902.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -250905.484375 Penalty: 3796.368652
	Iteration 19Q: 3 clusters Score -250905.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -250908.718750 Penalty: 3796.368652
	Iteration 20F: 3 clusters Score -250908.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -250912.046875 Penalty: 3796.368652
	Iteration 21Q: 3 clusters Score -250912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -250912.968750 Penalty: 3796.368652
	Iteration 22Q: 3 clusters Score -250913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -250914.515625 Penalty: 3796.368652
	Iteration 23Q: 3 clusters Score -250914.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -250915.671875 Penalty: 3796.368652
	Iteration 24Q: 3 clusters Score -250915.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -250916.343750 Penalty: 3796.368652
	Iteration 25Q: 3 clusters Score -250916.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -250917.468750 Penalty: 3796.368652
	Iteration 26Q: 3 clusters Score -250917.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -250917.718750 Penalty: 3796.368652
	Iteration 27Q: 3 clusters Score -250917.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -250917.718750 Penalty: 3796.368652
	Iteration 28F: 3 clusters Score -250917.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Entering Unmasked Estep 
Score: -508038.375000 Penalty: 2076.984619
	Iteration 0F: 2 clusters Score -508038.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -503958.687500 Penalty: 4153.969238
	Iteration 0F: 3 clusters Score -503958.7 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -504978.781250 Penalty: 4153.969238
	Iteration 1F: 3 clusters Score -504978.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -505295.281250 Penalty: 4153.969238
	Iteration 2F: 3 clusters Score -505295.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -505572.687500 Penalty: 4153.969238
	Iteration 3F: 3 clusters Score -505572.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -505832.500000 Penalty: 4153.969238
	Iteration 4F: 3 clusters Score -505832.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -506061.625000 Penalty: 4153.969238
	Iteration 5F: 3 clusters Score -506061.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -506263.156250 Penalty: 4153.969238
	Iteration 6Q: 3 clusters Score -506263.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -506455.781250 Penalty: 4153.969238
	Iteration 7Q: 3 clusters Score -506455.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -506612.718750 Penalty: 4153.969238
	Iteration 8Q: 3 clusters Score -506612.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -506769.656250 Penalty: 4153.969238
	Iteration 9Q: 3 clusters Score -506769.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -506937.031250 Penalty: 4153.969238
	Iteration 10Q: 3 clusters Score -506937 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -507073.656250 Penalty: 4153.969238
	Iteration 11Q: 3 clusters Score -507073.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -507167.000000 Penalty: 4153.969238
	Iteration 12Q: 3 clusters Score -507167 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -507234.312500 Penalty: 4153.969238
	Iteration 13Q: 3 clusters Score -507234.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -507275.062500 Penalty: 4153.969238
	Iteration 14Q: 3 clusters Score -507275.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -507287.718750 Penalty: 4153.969238
	Iteration 15Q: 3 clusters Score -507287.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -507292.125000 Penalty: 4153.969238
	Iteration 16Q: 3 clusters Score -507292.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -507298.062500 Penalty: 4153.969238
	Iteration 17Q: 3 clusters Score -507298.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -507300.093750 Penalty: 4153.969238
	Iteration 18Q: 3 clusters Score -507300.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -507301.375000 Penalty: 4153.969238
	Iteration 19Q: 3 clusters Score -507301.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -507301.281250 Penalty: 4153.969238
	Iteration 20F: 3 clusters Score -507301.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -507302.375000 Penalty: 4153.969238
	Iteration 21Q: 3 clusters Score -507302.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -507301.562500 Penalty: 4153.969238
	Iteration 22Q: 3 clusters Score -507301.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -507301.562500 Penalty: 4153.969238
	Iteration 23F: 3 clusters Score -507301.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Entering Unmasked Estep 
Score: -236310.734375 Penalty: 1877.086182
	Iteration 0F: 2 clusters Score -236310.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -233742.015625 Penalty: 3754.172363
	Iteration 0F: 3 clusters Score -233742 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -234160.265625 Penalty: 3754.172363
	Iteration 1F: 3 clusters Score -234160.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -234291.031250 Penalty: 3754.172363
	Iteration 2F: 3 clusters Score -234291 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -234347.593750 Penalty: 3754.172363
	Iteration 3Q: 3 clusters Score -234347.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -234381.250000 Penalty: 3754.172363
	Iteration 4Q: 3 clusters Score -234381.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -234396.890625 Penalty: 3754.172363
	Iteration 5Q: 3 clusters Score -234396.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -234407.312500 Penalty: 3754.172363
	Iteration 6Q: 3 clusters Score -234407.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -234409.609375 Penalty: 3754.172363
	Iteration 7Q: 3 clusters Score -234409.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -234411.937500 Penalty: 3754.172363
	Iteration 8Q: 3 clusters Score -234411.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -234414.671875 Penalty: 3754.172363
	Iteration 9Q: 3 clusters Score -234414.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -234415.890625 Penalty: 3754.172363
	Iteration 10Q: 3 clusters Score -234415.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -234416.531250 Penalty: 3754.172363
	Iteration 11Q: 3 clusters Score -234416.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -234420.125000 Penalty: 3754.172363
	Iteration 12Q: 3 clusters Score -234420.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -234422.343750 Penalty: 3754.172363
	Iteration 13Q: 3 clusters Score -234422.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -234426.437500 Penalty: 3754.172363
	Iteration 14Q: 3 clusters Score -234426.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -234431.093750 Penalty: 3754.172363
	Iteration 15Q: 3 clusters Score -234431.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -234434.703125 Penalty: 3754.172363
	Iteration 16Q: 3 clusters Score -234434.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -234438.875000 Penalty: 3754.172363
	Iteration 17Q: 3 clusters Score -234438.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -234442.406250 Penalty: 3754.172363
	Iteration 18Q: 3 clusters Score -234442.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -234444.218750 Penalty: 3754.172363
	Iteration 19Q: 3 clusters Score -234444.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -234445.281250 Penalty: 3754.172363
	Iteration 20F: 3 clusters Score -234445.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -234445.625000 Penalty: 3754.172363
	Iteration 21Q: 3 clusters Score -234445.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -234445.625000 Penalty: 3754.172363
	Iteration 22F: 3 clusters Score -234445.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Entering Unmasked Estep 
Score: -304282.500000 Penalty: 1958.252808
	Iteration 0F: 2 clusters Score -304282.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -301264.562500 Penalty: 3916.505615
	Iteration 0F: 3 clusters Score -301264.6 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -302045.750000 Penalty: 3916.505615
	Iteration 1F: 3 clusters Score -302045.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -302346.781250 Penalty: 3916.505615
	Iteration 2F: 3 clusters Score -302346.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -302557.250000 Penalty: 3916.505615
	Iteration 3F: 3 clusters Score -302557.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -302691.968750 Penalty: 3916.505615
	Iteration 4Q: 3 clusters Score -302692 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -302784.812500 Penalty: 3916.505615
	Iteration 5Q: 3 clusters Score -302784.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -302856.812500 Penalty: 3916.505615
	Iteration 6Q: 3 clusters Score -302856.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -302907.125000 Penalty: 3916.505615
	Iteration 7Q: 3 clusters Score -302907.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -302934.843750 Penalty: 3916.505615
	Iteration 8Q: 3 clusters Score -302934.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -302951.687500 Penalty: 3916.505615
	Iteration 9Q: 3 clusters Score -302951.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -302966.593750 Penalty: 3916.505615
	Iteration 10Q: 3 clusters Score -302966.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -302975.156250 Penalty: 3916.505615
	Iteration 11Q: 3 clusters Score -302975.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -302982.187500 Penalty: 3916.505615
	Iteration 12Q: 3 clusters Score -302982.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -302988.750000 Penalty: 3916.505615
	Iteration 13Q: 3 clusters Score -302988.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -302988.875000 Penalty: 3916.505615
	Iteration 14Q: 3 clusters Score -302988.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -302990.406250 Penalty: 3916.505615
	Iteration 15Q: 3 clusters Score -302990.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -302992.812500 Penalty: 3916.505615
	Iteration 16Q: 3 clusters Score -302992.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -302995.437500 Penalty: 3916.505615
	Iteration 17Q: 3 clusters Score -302995.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -302997.843750 Penalty: 3916.505615
	Iteration 18Q: 3 clusters Score -302997.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -303004.375000 Penalty: 3916.505615
	Iteration 19Q: 3 clusters Score -303004.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -303010.218750 Penalty: 3916.505615
	Iteration 20F: 3 clusters Score -303010.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -303014.718750 Penalty: 3916.505615
	Iteration 21Q: 3 clusters Score -303014.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -303021.375000 Penalty: 3916.505615
	Iteration 22Q: 3 clusters Score -303021.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -303024.968750 Penalty: 3916.505615
	Iteration 23Q: 3 clusters Score -303025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -303028.312500 Penalty: 3916.505615
	Iteration 24Q: 3 clusters Score -303028.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -303032.500000 Penalty: 3916.505615
	Iteration 25Q: 3 clusters Score -303032.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -303036.562500 Penalty: 3916.505615
	Iteration 26Q: 3 clusters Score -303036.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -303039.031250 Penalty: 3916.505615
	Iteration 27Q: 3 clusters Score -303039 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -303040.843750 Penalty: 3916.505615
	Iteration 28Q: 3 clusters Score -303040.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -303041.468750 Penalty: 3916.505615
	Iteration 29Q: 3 clusters Score -303041.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -303041.250000 Penalty: 3916.505615
	Iteration 30Q: 3 clusters Score -303041.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -303042.562500 Penalty: 3916.505615
	Iteration 31Q: 3 clusters Score -303042.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -303043.406250 Penalty: 3916.505615
	Iteration 32Q: 3 clusters Score -303043.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -303043.375000 Penalty: 3916.505615
	Iteration 33Q: 3 clusters Score -303043.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -303043.937500 Penalty: 3916.505615
	Iteration 34Q: 3 clusters Score -303043.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -303043.937500 Penalty: 3916.505615
	Iteration 35Q: 3 clusters Score -303043.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -303044.406250 Penalty: 3916.505615
	Iteration 36Q: 3 clusters Score -303044.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -303045.312500 Penalty: 3916.505615
	Iteration 37Q: 3 clusters Score -303045.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -303046.218750 Penalty: 3916.505615
	Iteration 38Q: 3 clusters Score -303046.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -303046.218750 Penalty: 3916.505615
	Iteration 39F: 3 clusters Score -303046.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (203640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203640 members 
Entering Unmasked Estep 
Score: -25312298.000000 Penalty: 3031.578857
	Iteration 0F: 2 clusters Score -2.53123e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101869 members 
Mstep: Class 2 contains 101771 members 
Entering Unmasked Estep 
Score: -25181976.000000 Penalty: 6063.157715
	Iteration 0F: 3 clusters Score -2.518198e+07 nChanged 98203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104358 members 
Mstep: Class 2 contains 99282 members 
Entering Unmasked Estep 
Score: -25239934.000000 Penalty: 6063.157715
	Iteration 1F: 3 clusters Score -2.523993e+07 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105668 members 
Mstep: Class 2 contains 97972 members 
Entering Unmasked Estep 
Score: -25241880.000000 Penalty: 6063.157715
	Iteration 2Q: 3 clusters Score -2.524188e+07 nChanged 7750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107612 members 
Mstep: Class 2 contains 96028 members 
Entering Unmasked Estep 
Score: -25244950.000000 Penalty: 6063.157715
	Iteration 3Q: 3 clusters Score -2.524495e+07 nChanged 9965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110813 members 
Mstep: Class 2 contains 92827 members 
Entering Unmasked Estep 
Score: -25250132.000000 Penalty: 6063.157715
	Iteration 4Q: 3 clusters Score -2.525013e+07 nChanged 12825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116024 members 
Mstep: Class 2 contains 87616 members 
Entering Unmasked Estep 
Score: -25257808.000000 Penalty: 6063.157715
	Iteration 5F: 3 clusters Score -2.525781e+07 nChanged 15401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123445 members 
Mstep: Class 2 contains 80195 members 
Entering Unmasked Estep 
Score: -25269748.000000 Penalty: 6063.157715
	Iteration 6F: 3 clusters Score -2.526975e+07 nChanged 16482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131961 members 
Mstep: Class 2 contains 71679 members 
Entering Unmasked Estep 
Score: -25284992.000000 Penalty: 6063.157715
	Iteration 7F: 3 clusters Score -2.528499e+07 nChanged 14291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138482 members 
Mstep: Class 2 contains 65158 members 
Entering Unmasked Estep 
Score: -25297976.000000 Penalty: 6063.157715
	Iteration 8F: 3 clusters Score -2.529798e+07 nChanged 9402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141716 members 
Mstep: Class 2 contains 61924 members 
Entering Unmasked Estep 
Score: -25303016.000000 Penalty: 6063.157715
	Iteration 9Q: 3 clusters Score -2.530302e+07 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143669 members 
Mstep: Class 2 contains 59971 members 
Entering Unmasked Estep 
Score: -25304726.000000 Penalty: 6063.157715
	Iteration 10Q: 3 clusters Score -2.530473e+07 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145208 members 
Mstep: Class 2 contains 58432 members 
Entering Unmasked Estep 
Score: -25305498.000000 Penalty: 6063.157715
	Iteration 11Q: 3 clusters Score -2.53055e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146476 members 
Mstep: Class 2 contains 57164 members 
Entering Unmasked Estep 
Score: -25306072.000000 Penalty: 6063.157715
	Iteration 12Q: 3 clusters Score -2.530607e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147715 members 
Mstep: Class 2 contains 55925 members 
Entering Unmasked Estep 
Score: -25306682.000000 Penalty: 6063.157715
	Iteration 13Q: 3 clusters Score -2.530668e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149038 members 
Mstep: Class 2 contains 54602 members 
Entering Unmasked Estep 
Score: -25306994.000000 Penalty: 6063.157715
	Iteration 14Q: 3 clusters Score -2.530699e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150468 members 
Mstep: Class 2 contains 53172 members 
Entering Unmasked Estep 
Score: -25307452.000000 Penalty: 6063.157715
	Iteration 15Q: 3 clusters Score -2.530745e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151993 members 
Mstep: Class 2 contains 51647 members 
Entering Unmasked Estep 
Score: -25307920.000000 Penalty: 6063.157715
	Iteration 16Q: 3 clusters Score -2.530792e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153701 members 
Mstep: Class 2 contains 49939 members 
Entering Unmasked Estep 
Score: -25308446.000000 Penalty: 6063.157715
	Iteration 17Q: 3 clusters Score -2.530845e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155632 members 
Mstep: Class 2 contains 48008 members 
Entering Unmasked Estep 
Score: -25308926.000000 Penalty: 6063.157715
	Iteration 18Q: 3 clusters Score -2.530893e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157771 members 
Mstep: Class 2 contains 45869 members 
Entering Unmasked Estep 
Score: -25309052.000000 Penalty: 6063.157715
	Iteration 19Q: 3 clusters Score -2.530905e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160210 members 
Mstep: Class 2 contains 43430 members 
Entering Unmasked Estep 
Score: -25309438.000000 Penalty: 6063.157715
	Iteration 20F: 3 clusters Score -2.530944e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162768 members 
Mstep: Class 2 contains 40872 members 
Entering Unmasked Estep 
Score: -25309934.000000 Penalty: 6063.157715
	Iteration 21Q: 3 clusters Score -2.530993e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165436 members 
Mstep: Class 2 contains 38204 members 
Entering Unmasked Estep 
Score: -25310276.000000 Penalty: 6063.157715
	Iteration 22Q: 3 clusters Score -2.531028e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168390 members 
Mstep: Class 2 contains 35250 members 
Entering Unmasked Estep 
Score: -25310632.000000 Penalty: 6063.157715
	Iteration 23Q: 3 clusters Score -2.531063e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171405 members 
Mstep: Class 2 contains 32235 members 
Entering Unmasked Estep 
Score: -25311088.000000 Penalty: 6063.157715
	Iteration 24Q: 3 clusters Score -2.531109e+07 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174464 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -25311314.000000 Penalty: 6063.157715
	Iteration 25Q: 3 clusters Score -2.531131e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177440 members 
Mstep: Class 2 contains 26200 members 
Entering Unmasked Estep 
Score: -25311468.000000 Penalty: 6063.157715
	Iteration 26Q: 3 clusters Score -2.531147e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180471 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -25311472.000000 Penalty: 6063.157715
	Iteration 27Q: 3 clusters Score -2.531147e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183417 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -25311748.000000 Penalty: 6063.157715
	Iteration 28Q: 3 clusters Score -2.531175e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186070 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -25311710.000000 Penalty: 6063.157715
	Iteration 29Q: 3 clusters Score -2.531171e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188441 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -25311690.000000 Penalty: 6063.157715
	Iteration 30Q: 3 clusters Score -2.531169e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190572 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -25311678.000000 Penalty: 6063.157715
	Iteration 31Q: 3 clusters Score -2.531168e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192482 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -25311490.000000 Penalty: 6063.157715
	Iteration 32Q: 3 clusters Score -2.531149e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194221 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -25311408.000000 Penalty: 6063.157715
	Iteration 33Q: 3 clusters Score -2.531141e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195747 members 
Mstep: Class 2 contains 7893 members 
Entering Unmasked Estep 
Score: -25311200.000000 Penalty: 6063.157715
	Iteration 34Q: 3 clusters Score -2.53112e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196932 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -25311188.000000 Penalty: 6063.157715
	Iteration 35Q: 3 clusters Score -2.531119e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197842 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -25311076.000000 Penalty: 6063.157715
	Iteration 36Q: 3 clusters Score -2.531108e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198464 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -25311064.000000 Penalty: 6063.157715
	Iteration 37Q: 3 clusters Score -2.531106e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198917 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -25311000.000000 Penalty: 6063.157715
	Iteration 38Q: 3 clusters Score -2.5311e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199223 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -25310982.000000 Penalty: 6063.157715
	Iteration 39Q: 3 clusters Score -2.531098e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199453 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -25311120.000000 Penalty: 6063.157715
	Iteration 40F: 3 clusters Score -2.531112e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200041 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -25310978.000000 Penalty: 6063.157715
	Iteration 41Q: 3 clusters Score -2.531098e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200466 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -25310880.000000 Penalty: 6063.157715
	Iteration 42Q: 3 clusters Score -2.531088e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200787 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -25310844.000000 Penalty: 6063.157715
	Iteration 43Q: 3 clusters Score -2.531084e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201049 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -25310808.000000 Penalty: 6063.157715
	Iteration 44Q: 3 clusters Score -2.531081e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201263 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -25310764.000000 Penalty: 6063.157715
	Iteration 45Q: 3 clusters Score -2.531076e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201415 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -25310736.000000 Penalty: 6063.157715
	Iteration 46Q: 3 clusters Score -2.531074e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201528 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -25310708.000000 Penalty: 6063.157715
	Iteration 47Q: 3 clusters Score -2.531071e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201628 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -25310674.000000 Penalty: 6063.157715
	Iteration 48Q: 3 clusters Score -2.531067e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201720 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -25310646.000000 Penalty: 6063.157715
	Iteration 49Q: 3 clusters Score -2.531065e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201799 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -25310694.000000 Penalty: 6063.157715
	Iteration 50Q: 3 clusters Score -2.531069e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201863 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -25310666.000000 Penalty: 6063.157715
	Iteration 51Q: 3 clusters Score -2.531067e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201931 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -25310680.000000 Penalty: 6063.157715
	Iteration 52Q: 3 clusters Score -2.531068e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201977 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -25310654.000000 Penalty: 6063.157715
	Iteration 53Q: 3 clusters Score -2.531065e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202014 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -25310626.000000 Penalty: 6063.157715
	Iteration 54Q: 3 clusters Score -2.531063e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202048 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -25310644.000000 Penalty: 6063.157715
	Iteration 55Q: 3 clusters Score -2.531064e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202076 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -25310666.000000 Penalty: 6063.157715
	Iteration 56Q: 3 clusters Score -2.531067e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202101 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -25310660.000000 Penalty: 6063.157715
	Iteration 57Q: 3 clusters Score -2.531066e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202125 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -25310668.000000 Penalty: 6063.157715
	Iteration 58Q: 3 clusters Score -2.531067e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202146 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -25310650.000000 Penalty: 6063.157715
	Iteration 59Q: 3 clusters Score -2.531065e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202164 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -25310668.000000 Penalty: 6063.157715
	Iteration 60F: 3 clusters Score -2.531067e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202179 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -25310660.000000 Penalty: 6063.157715
	Iteration 61Q: 3 clusters Score -2.531066e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202192 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -25310656.000000 Penalty: 6063.157715
	Iteration 62Q: 3 clusters Score -2.531066e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202203 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -25310636.000000 Penalty: 6063.157715
	Iteration 63Q: 3 clusters Score -2.531064e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202215 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -25310612.000000 Penalty: 6063.157715
	Iteration 64Q: 3 clusters Score -2.531061e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202224 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -25310610.000000 Penalty: 6063.157715
	Iteration 65Q: 3 clusters Score -2.531061e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202231 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -25310608.000000 Penalty: 6063.157715
	Iteration 66Q: 3 clusters Score -2.531061e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202239 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -25310600.000000 Penalty: 6063.157715
	Iteration 67Q: 3 clusters Score -2.53106e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202244 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -25310604.000000 Penalty: 6063.157715
	Iteration 68Q: 3 clusters Score -2.53106e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202250 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -25310566.000000 Penalty: 6063.157715
	Iteration 69Q: 3 clusters Score -2.531057e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202252 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -25310586.000000 Penalty: 6063.157715
	Iteration 70Q: 3 clusters Score -2.531059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202255 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -25310584.000000 Penalty: 6063.157715
	Iteration 71Q: 3 clusters Score -2.531058e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202256 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -25310576.000000 Penalty: 6063.157715
	Iteration 72Q: 3 clusters Score -2.531058e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202256 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -25310576.000000 Penalty: 6063.157715
	Iteration 73F: 3 clusters Score -2.531058e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -27363.125000 Penalty: 1399.192993
	Iteration 0F: 2 clusters Score -27363.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -26148.515625 Penalty: 2798.385986
	Iteration 0F: 3 clusters Score -26148.52 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -26257.572266 Penalty: 2798.385986
	Iteration 1F: 3 clusters Score -26257.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -26287.443359 Penalty: 2798.385986
	Iteration 2Q: 3 clusters Score -26287.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -26288.824219 Penalty: 2798.385986
	Iteration 3Q: 3 clusters Score -26288.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -26300.599609 Penalty: 2798.385986
	Iteration 4Q: 3 clusters Score -26300.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -26300.599609 Penalty: 2798.385986
	Iteration 5F: 3 clusters Score -26300.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Entering Unmasked Estep 
Score: -2475113.750000 Penalty: 2452.606201
	Iteration 0F: 2 clusters Score -2475114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -2461112.000000 Penalty: 4905.212402
	Iteration 0F: 3 clusters Score -2461112 nChanged 8700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -2465748.500000 Penalty: 4905.212402
	Iteration 1F: 3 clusters Score -2465748 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -2466237.250000 Penalty: 4905.212402
	Iteration 2F: 3 clusters Score -2466237 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -2466767.000000 Penalty: 4905.212402
	Iteration 3F: 3 clusters Score -2466767 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -2467434.750000 Penalty: 4905.212402
	Iteration 4F: 3 clusters Score -2467435 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -2468262.500000 Penalty: 4905.212402
	Iteration 5F: 3 clusters Score -2468262 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -2469323.250000 Penalty: 4905.212402
	Iteration 6F: 3 clusters Score -2469323 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -2470502.000000 Penalty: 4905.212402
	Iteration 7F: 3 clusters Score -2470502 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16245 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -2471577.000000 Penalty: 4905.212402
	Iteration 8F: 3 clusters Score -2471577 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -2472390.500000 Penalty: 4905.212402
	Iteration 9Q: 3 clusters Score -2472390 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -2472839.000000 Penalty: 4905.212402
	Iteration 10Q: 3 clusters Score -2472839 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2473024.500000 Penalty: 4905.212402
	Iteration 11Q: 3 clusters Score -2473024 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -2473128.750000 Penalty: 4905.212402
	Iteration 12Q: 3 clusters Score -2473129 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2473190.500000 Penalty: 4905.212402
	Iteration 13Q: 3 clusters Score -2473190 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2473225.250000 Penalty: 4905.212402
	Iteration 14Q: 3 clusters Score -2473225 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2473239.000000 Penalty: 4905.212402
	Iteration 15Q: 3 clusters Score -2473239 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2473259.750000 Penalty: 4905.212402
	Iteration 16Q: 3 clusters Score -2473260 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2473276.500000 Penalty: 4905.212402
	Iteration 17Q: 3 clusters Score -2473276 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -2473287.500000 Penalty: 4905.212402
	Iteration 18Q: 3 clusters Score -2473288 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2473298.750000 Penalty: 4905.212402
	Iteration 19Q: 3 clusters Score -2473299 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2473299.500000 Penalty: 4905.212402
	Iteration 20F: 3 clusters Score -2473300 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -2473306.500000 Penalty: 4905.212402
	Iteration 21Q: 3 clusters Score -2473306 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -2473313.500000 Penalty: 4905.212402
	Iteration 22Q: 3 clusters Score -2473314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2473321.500000 Penalty: 4905.212402
	Iteration 23Q: 3 clusters Score -2473322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2473322.500000 Penalty: 4905.212402
	Iteration 24Q: 3 clusters Score -2473322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -2473331.750000 Penalty: 4905.212402
	Iteration 25Q: 3 clusters Score -2473332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2473331.500000 Penalty: 4905.212402
	Iteration 26Q: 3 clusters Score -2473332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2473330.250000 Penalty: 4905.212402
	Iteration 27Q: 3 clusters Score -2473330 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2473338.250000 Penalty: 4905.212402
	Iteration 28Q: 3 clusters Score -2473338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2473340.750000 Penalty: 4905.212402
	Iteration 29Q: 3 clusters Score -2473341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2473341.500000 Penalty: 4905.212402
	Iteration 30Q: 3 clusters Score -2473342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2473344.750000 Penalty: 4905.212402
	Iteration 31Q: 3 clusters Score -2473345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2473344.000000 Penalty: 4905.212402
	Iteration 32Q: 3 clusters Score -2473344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2473340.250000 Penalty: 4905.212402
	Iteration 33Q: 3 clusters Score -2473340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2473345.500000 Penalty: 4905.212402
	Iteration 34Q: 3 clusters Score -2473346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2473347.000000 Penalty: 4905.212402
	Iteration 35Q: 3 clusters Score -2473347 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2473351.500000 Penalty: 4905.212402
	Iteration 36Q: 3 clusters Score -2473352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18216 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2473358.250000 Penalty: 4905.212402
	Iteration 37Q: 3 clusters Score -2473358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2473361.750000 Penalty: 4905.212402
	Iteration 38Q: 3 clusters Score -2473362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2473369.500000 Penalty: 4905.212402
	Iteration 39Q: 3 clusters Score -2473370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2473369.000000 Penalty: 4905.212402
	Iteration 40F: 3 clusters Score -2473369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2473375.000000 Penalty: 4905.212402
	Iteration 41Q: 3 clusters Score -2473375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2473375.500000 Penalty: 4905.212402
	Iteration 42Q: 3 clusters Score -2473376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2473376.250000 Penalty: 4905.212402
	Iteration 43Q: 3 clusters Score -2473376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2473374.250000 Penalty: 4905.212402
	Iteration 44Q: 3 clusters Score -2473374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2473377.000000 Penalty: 4905.212402
	Iteration 45Q: 3 clusters Score -2473377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2473377.750000 Penalty: 4905.212402
	Iteration 46Q: 3 clusters Score -2473378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2473376.500000 Penalty: 4905.212402
	Iteration 47Q: 3 clusters Score -2473376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2473378.250000 Penalty: 4905.212402
	Iteration 48Q: 3 clusters Score -2473378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2473377.750000 Penalty: 4905.212402
	Iteration 49Q: 3 clusters Score -2473378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2473380.000000 Penalty: 4905.212402
	Iteration 50Q: 3 clusters Score -2473380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2473378.500000 Penalty: 4905.212402
	Iteration 51Q: 3 clusters Score -2473378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2473379.250000 Penalty: 4905.212402
	Iteration 52Q: 3 clusters Score -2473379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2473381.250000 Penalty: 4905.212402
	Iteration 53Q: 3 clusters Score -2473381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2473380.750000 Penalty: 4905.212402
	Iteration 54Q: 3 clusters Score -2473381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2473380.750000 Penalty: 4905.212402
	Iteration 55F: 3 clusters Score -2473381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (68998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68998 members 
Entering Unmasked Estep 
Score: -8403284.000000 Penalty: 2763.174316
	Iteration 0F: 2 clusters Score -8403284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 34685 members 
Entering Unmasked Estep 
Score: -8356888.500000 Penalty: 5526.348633
	Iteration 0F: 3 clusters Score -8356888 nChanged 32344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31133 members 
Mstep: Class 2 contains 37865 members 
Entering Unmasked Estep 
Score: -8375573.000000 Penalty: 5526.348633
	Iteration 1F: 3 clusters Score -8375573 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 40044 members 
Entering Unmasked Estep 
Score: -8376837.500000 Penalty: 5526.348633
	Iteration 2Q: 3 clusters Score -8376838 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 43067 members 
Entering Unmasked Estep 
Score: -8378678.500000 Penalty: 5526.348633
	Iteration 3F: 3 clusters Score -8378678 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 47172 members 
Entering Unmasked Estep 
Score: -8381387.000000 Penalty: 5526.348633
	Iteration 4F: 3 clusters Score -8381387 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 52289 members 
Entering Unmasked Estep 
Score: -8385484.000000 Penalty: 5526.348633
	Iteration 5F: 3 clusters Score -8385484 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 57926 members 
Entering Unmasked Estep 
Score: -8390636.000000 Penalty: 5526.348633
	Iteration 6F: 3 clusters Score -8390636 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 62845 members 
Entering Unmasked Estep 
Score: -8395361.000000 Penalty: 5526.348633
	Iteration 7F: 3 clusters Score -8395361 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 66060 members 
Entering Unmasked Estep 
Score: -8398400.000000 Penalty: 5526.348633
	Iteration 8Q: 3 clusters Score -8398400 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 67644 members 
Entering Unmasked Estep 
Score: -8399866.000000 Penalty: 5526.348633
	Iteration 9Q: 3 clusters Score -8399866 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 68284 members 
Entering Unmasked Estep 
Score: -8400443.000000 Penalty: 5526.348633
	Iteration 10Q: 3 clusters Score -8400443 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 68520 members 
Entering Unmasked Estep 
Score: -8400672.000000 Penalty: 5526.348633
	Iteration 11Q: 3 clusters Score -8400672 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 68609 members 
Entering Unmasked Estep 
Score: -8400769.000000 Penalty: 5526.348633
	Iteration 12Q: 3 clusters Score -8400769 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 68644 members 
Entering Unmasked Estep 
Score: -8400813.000000 Penalty: 5526.348633
	Iteration 13Q: 3 clusters Score -8400813 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 68669 members 
Entering Unmasked Estep 
Score: -8400850.000000 Penalty: 5526.348633
	Iteration 14Q: 3 clusters Score -8400850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 68681 members 
Entering Unmasked Estep 
Score: -8400867.000000 Penalty: 5526.348633
	Iteration 15Q: 3 clusters Score -8400867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 68685 members 
Entering Unmasked Estep 
Score: -8400870.000000 Penalty: 5526.348633
	Iteration 16Q: 3 clusters Score -8400870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 68688 members 
Entering Unmasked Estep 
Score: -8400870.000000 Penalty: 5526.348633
	Iteration 17Q: 3 clusters Score -8400870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 68694 members 
Entering Unmasked Estep 
Score: -8400878.000000 Penalty: 5526.348633
	Iteration 18Q: 3 clusters Score -8400878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 68698 members 
Entering Unmasked Estep 
Score: -8400887.000000 Penalty: 5526.348633
	Iteration 19Q: 3 clusters Score -8400887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 68698 members 
Entering Unmasked Estep 
Score: -8400887.000000 Penalty: 5526.348633
	Iteration 20F: 3 clusters Score -8400887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (39715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39715 members 
Entering Unmasked Estep 
Score: -5056972.000000 Penalty: 2626.192139
	Iteration 0F: 2 clusters Score -5056972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -5030090.500000 Penalty: 5252.384277
	Iteration 0F: 3 clusters Score -5030090 nChanged 18005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -5039900.500000 Penalty: 5252.384277
	Iteration 1F: 3 clusters Score -5039900 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -5040493.000000 Penalty: 5252.384277
	Iteration 2Q: 3 clusters Score -5040493 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -5041137.000000 Penalty: 5252.384277
	Iteration 3Q: 3 clusters Score -5041137 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -5042008.500000 Penalty: 5252.384277
	Iteration 4Q: 3 clusters Score -5042008 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26088 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -5043197.500000 Penalty: 5252.384277
	Iteration 5F: 3 clusters Score -5043198 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28406 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -5044872.500000 Penalty: 5252.384277
	Iteration 6F: 3 clusters Score -5044872 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31206 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -5047245.000000 Penalty: 5252.384277
	Iteration 7F: 3 clusters Score -5047245 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -5049862.000000 Penalty: 5252.384277
	Iteration 8F: 3 clusters Score -5049862 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -5051946.000000 Penalty: 5252.384277
	Iteration 9F: 3 clusters Score -5051946 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -5053213.000000 Penalty: 5252.384277
	Iteration 10Q: 3 clusters Score -5053213 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38549 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -5053915.500000 Penalty: 5252.384277
	Iteration 11Q: 3 clusters Score -5053916 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38907 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5054242.000000 Penalty: 5252.384277
	Iteration 12Q: 3 clusters Score -5054242 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39109 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -5054415.500000 Penalty: 5252.384277
	Iteration 13Q: 3 clusters Score -5054416 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39196 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5054526.500000 Penalty: 5252.384277
	Iteration 14Q: 3 clusters Score -5054526 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39248 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -5054590.000000 Penalty: 5252.384277
	Iteration 15Q: 3 clusters Score -5054590 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39286 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5054623.500000 Penalty: 5252.384277
	Iteration 16Q: 3 clusters Score -5054624 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5054637.000000 Penalty: 5252.384277
	Iteration 17Q: 3 clusters Score -5054637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39314 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -5054648.500000 Penalty: 5252.384277
	Iteration 18Q: 3 clusters Score -5054648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39323 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -5054658.500000 Penalty: 5252.384277
	Iteration 19Q: 3 clusters Score -5054658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39329 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5054667.500000 Penalty: 5252.384277
	Iteration 20F: 3 clusters Score -5054668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39335 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5054677.000000 Penalty: 5252.384277
	Iteration 21Q: 3 clusters Score -5054677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39339 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5054681.000000 Penalty: 5252.384277
	Iteration 22Q: 3 clusters Score -5054681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39343 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5054689.000000 Penalty: 5252.384277
	Iteration 23Q: 3 clusters Score -5054689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39351 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5054700.000000 Penalty: 5252.384277
	Iteration 24Q: 3 clusters Score -5054700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39354 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5054701.500000 Penalty: 5252.384277
	Iteration 25Q: 3 clusters Score -5054702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39359 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5054703.000000 Penalty: 5252.384277
	Iteration 26Q: 3 clusters Score -5054703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -5054707.000000 Penalty: 5252.384277
	Iteration 27Q: 3 clusters Score -5054707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39366 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -5054708.000000 Penalty: 5252.384277
	Iteration 28Q: 3 clusters Score -5054708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39370 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5054723.500000 Penalty: 5252.384277
	Iteration 29Q: 3 clusters Score -5054724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39377 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5054738.000000 Penalty: 5252.384277
	Iteration 30Q: 3 clusters Score -5054738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39377 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5054739.500000 Penalty: 5252.384277
	Iteration 31Q: 3 clusters Score -5054740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -5054743.500000 Penalty: 5252.384277
	Iteration 32Q: 3 clusters Score -5054744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -5054750.500000 Penalty: 5252.384277
	Iteration 33Q: 3 clusters Score -5054750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -5054751.000000 Penalty: 5252.384277
	Iteration 34Q: 3 clusters Score -5054751 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -5054751.000000 Penalty: 5252.384277
	Iteration 35F: 3 clusters Score -5054751 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Entering Unmasked Estep 
Score: -151935.765625 Penalty: 1783.661133
	Iteration 0F: 2 clusters Score -151935.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -149812.953125 Penalty: 3567.322266
	Iteration 0F: 3 clusters Score -149813 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -150280.734375 Penalty: 3567.322266
	Iteration 1F: 3 clusters Score -150280.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -150388.015625 Penalty: 3567.322266
	Iteration 2F: 3 clusters Score -150388 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -150482.234375 Penalty: 3567.322266
	Iteration 3F: 3 clusters Score -150482.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -150537.218750 Penalty: 3567.322266
	Iteration 4Q: 3 clusters Score -150537.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -150579.500000 Penalty: 3567.322266
	Iteration 5Q: 3 clusters Score -150579.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -150618.515625 Penalty: 3567.322266
	Iteration 6Q: 3 clusters Score -150618.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -150661.937500 Penalty: 3567.322266
	Iteration 7Q: 3 clusters Score -150661.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -150737.343750 Penalty: 3567.322266
	Iteration 8Q: 3 clusters Score -150737.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -150812.796875 Penalty: 3567.322266
	Iteration 9Q: 3 clusters Score -150812.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -150892.421875 Penalty: 3567.322266
	Iteration 10Q: 3 clusters Score -150892.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -150972.953125 Penalty: 3567.322266
	Iteration 11Q: 3 clusters Score -150973 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -151088.171875 Penalty: 3567.322266
	Iteration 12Q: 3 clusters Score -151088.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -151370.359375 Penalty: 3567.322266
	Iteration 13Q: 3 clusters Score -151370.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -151834.968750 Penalty: 3567.322266
	Iteration 14Q: 3 clusters Score -151835 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -152072.546875 Penalty: 3567.322266
	Iteration 15Q: 3 clusters Score -152072.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -152232.156250 Penalty: 3567.322266
	Iteration 16Q: 3 clusters Score -152232.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -152325.140625 Penalty: 3567.322266
	Iteration 17Q: 3 clusters Score -152325.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -152385.203125 Penalty: 3567.322266
	Iteration 18Q: 3 clusters Score -152385.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -152407.984375 Penalty: 3567.322266
	Iteration 19Q: 3 clusters Score -152408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -152425.062500 Penalty: 3567.322266
	Iteration 20F: 3 clusters Score -152425.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -152445.968750 Penalty: 3567.322266
	Iteration 21Q: 3 clusters Score -152446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -152463.015625 Penalty: 3567.322266
	Iteration 22Q: 3 clusters Score -152463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -152490.703125 Penalty: 3567.322266
	Iteration 23Q: 3 clusters Score -152490.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -152512.484375 Penalty: 3567.322266
	Iteration 24Q: 3 clusters Score -152512.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -152521.703125 Penalty: 3567.322266
	Iteration 25Q: 3 clusters Score -152521.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -152531.453125 Penalty: 3567.322266
	Iteration 26Q: 3 clusters Score -152531.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -152537.156250 Penalty: 3567.322266
	Iteration 27Q: 3 clusters Score -152537.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -152546.421875 Penalty: 3567.322266
	Iteration 28Q: 3 clusters Score -152546.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -152555.140625 Penalty: 3567.322266
	Iteration 29Q: 3 clusters Score -152555.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -152559.593750 Penalty: 3567.322266
	Iteration 30Q: 3 clusters Score -152559.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -152562.843750 Penalty: 3567.322266
	Iteration 31Q: 3 clusters Score -152562.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -152573.750000 Penalty: 3567.322266
	Iteration 32Q: 3 clusters Score -152573.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -152588.359375 Penalty: 3567.322266
	Iteration 33Q: 3 clusters Score -152588.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -152599.234375 Penalty: 3567.322266
	Iteration 34Q: 3 clusters Score -152599.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -152599.921875 Penalty: 3567.322266
	Iteration 35Q: 3 clusters Score -152599.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -152601.968750 Penalty: 3567.322266
	Iteration 36Q: 3 clusters Score -152602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -152601.968750 Penalty: 3567.322266
	Iteration 37F: 3 clusters Score -152602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 24894 members 
Mstep: Class 3 contains 45909 members 
Mstep: Class 4 contains 231086 members 
Mstep: Class 5 contains 13726 members 
Mstep: Class 6 contains 6591 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59369 members 
Mstep: Class 9 contains 41827 members 
Mstep: Class 10 contains 22146 members 
Mstep: Class 11 contains 8029 members 
Mstep: Class 12 contains 17755 members 
Mstep: Class 13 contains 34488 members 
Mstep: Class 14 contains 2109 members 
Mstep: Class 15 contains 4337 members 
Mstep: Class 16 contains 1937 members 
Mstep: Class 17 contains 2687 members 
Mstep: Class 18 contains 203640 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19723 members 
Mstep: Class 21 contains 68998 members 
Mstep: Class 22 contains 486 members 
Mstep: Class 23 contains 39715 members 
Mstep: Class 24 contains 843 members 
Entering Unmasked Estep 
Score: -104759288.000000 Penalty: 81314.312500
Splitting cluster 24 changes total score from -104760200.000000 to -104759288.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 24894 members 
Mstep: Class 3 contains 45909 members 
Mstep: Class 4 contains 231086 members 
Mstep: Class 5 contains 13726 members 
Mstep: Class 6 contains 6591 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59369 members 
Mstep: Class 9 contains 41827 members 
Mstep: Class 10 contains 22146 members 
Mstep: Class 11 contains 8029 members 
Mstep: Class 12 contains 17755 members 
Mstep: Class 13 contains 34488 members 
Mstep: Class 14 contains 2109 members 
Mstep: Class 15 contains 4337 members 
Mstep: Class 16 contains 1937 members 
Mstep: Class 17 contains 2687 members 
Mstep: Class 18 contains 203640 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19723 members 
Mstep: Class 21 contains 68998 members 
Mstep: Class 23 contains 39715 members 
Mstep: Class 24 contains 1329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760168.000000 Penalty: 77926.218750
Iteration 239Q: 24 clusters Score -1.047602e+08 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 24914 members 
Mstep: Class 3 contains 45898 members 
Mstep: Class 4 contains 230997 members 
Mstep: Class 5 contains 13725 members 
Mstep: Class 6 contains 6591 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59387 members 
Mstep: Class 9 contains 41828 members 
Mstep: Class 10 contains 22149 members 
Mstep: Class 11 contains 8011 members 
Mstep: Class 12 contains 17759 members 
Mstep: Class 13 contains 34482 members 
Mstep: Class 14 contains 2108 members 
Mstep: Class 15 contains 4337 members 
Mstep: Class 16 contains 1937 members 
Mstep: Class 17 contains 2687 members 
Mstep: Class 18 contains 203565 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19726 members 
Mstep: Class 21 contains 68922 members 
Mstep: Class 23 contains 39942 members 
Mstep: Class 24 contains 1329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760280.000000 Penalty: 77926.218750
Iteration 240F: 24 clusters Score -1.047603e+08 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 24932 members 
Mstep: Class 3 contains 45884 members 
Mstep: Class 4 contains 230923 members 
Mstep: Class 5 contains 13726 members 
Mstep: Class 6 contains 6592 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59386 members 
Mstep: Class 9 contains 41843 members 
Mstep: Class 10 contains 22154 members 
Mstep: Class 11 contains 7989 members 
Mstep: Class 12 contains 17761 members 
Mstep: Class 13 contains 34469 members 
Mstep: Class 14 contains 2107 members 
Mstep: Class 15 contains 4337 members 
Mstep: Class 16 contains 1938 members 
Mstep: Class 17 contains 2687 members 
Mstep: Class 18 contains 203501 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19726 members 
Mstep: Class 21 contains 68852 members 
Mstep: Class 23 contains 40158 members 
Mstep: Class 24 contains 1329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760008.000000 Penalty: 77926.218750
Iteration 241Q: 24 clusters Score -1.0476e+08 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 24954 members 
Mstep: Class 3 contains 45865 members 
Mstep: Class 4 contains 230838 members 
Mstep: Class 5 contains 13725 members 
Mstep: Class 6 contains 6591 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59380 members 
Mstep: Class 9 contains 41860 members 
Mstep: Class 10 contains 22152 members 
Mstep: Class 11 contains 7969 members 
Mstep: Class 12 contains 17765 members 
Mstep: Class 13 contains 34473 members 
Mstep: Class 14 contains 2108 members 
Mstep: Class 15 contains 4337 members 
Mstep: Class 16 contains 1938 members 
Mstep: Class 17 contains 2687 members 
Mstep: Class 18 contains 203456 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19723 members 
Mstep: Class 21 contains 68782 members 
Mstep: Class 23 contains 40361 members 
Mstep: Class 24 contains 1329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759912.000000 Penalty: 77926.218750
Iteration 242Q: 24 clusters Score -1.047599e+08 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 24969 members 
Mstep: Class 3 contains 45851 members 
Mstep: Class 4 contains 230739 members 
Mstep: Class 5 contains 13725 members 
Mstep: Class 6 contains 6591 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59393 members 
Mstep: Class 9 contains 41852 members 
Mstep: Class 10 contains 22150 members 
Mstep: Class 11 contains 7952 members 
Mstep: Class 12 contains 17766 members 
Mstep: Class 13 contains 34473 members 
Mstep: Class 14 contains 2109 members 
Mstep: Class 15 contains 4336 members 
Mstep: Class 16 contains 1938 members 
Mstep: Class 17 contains 2688 members 
Mstep: Class 18 contains 203415 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19724 members 
Mstep: Class 21 contains 68710 members 
Mstep: Class 23 contains 40580 members 
Mstep: Class 24 contains 1329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759728.000000 Penalty: 77926.218750
Iteration 243Q: 24 clusters Score -1.047597e+08 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 24991 members 
Mstep: Class 3 contains 45842 members 
Mstep: Class 4 contains 230656 members 
Mstep: Class 5 contains 13725 members 
Mstep: Class 6 contains 6591 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59408 members 
Mstep: Class 9 contains 41859 members 
Mstep: Class 10 contains 22149 members 
Mstep: Class 11 contains 7932 members 
Mstep: Class 12 contains 17767 members 
Mstep: Class 13 contains 34473 members 
Mstep: Class 14 contains 2108 members 
Mstep: Class 15 contains 4338 members 
Mstep: Class 16 contains 1939 members 
Mstep: Class 17 contains 2690 members 
Mstep: Class 18 contains 203338 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19732 members 
Mstep: Class 21 contains 68643 members 
Mstep: Class 23 contains 40780 members 
Mstep: Class 24 contains 1329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759808.000000 Penalty: 77926.218750
Iteration 244Q: 24 clusters Score -1.047598e+08 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 25022 members 
Mstep: Class 3 contains 45830 members 
Mstep: Class 4 contains 230543 members 
Mstep: Class 5 contains 13724 members 
Mstep: Class 6 contains 6591 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59425 members 
Mstep: Class 9 contains 41862 members 
Mstep: Class 10 contains 22149 members 
Mstep: Class 11 contains 7916 members 
Mstep: Class 12 contains 17768 members 
Mstep: Class 13 contains 34477 members 
Mstep: Class 14 contains 2109 members 
Mstep: Class 15 contains 4339 members 
Mstep: Class 16 contains 1941 members 
Mstep: Class 17 contains 2691 members 
Mstep: Class 18 contains 203297 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19727 members 
Mstep: Class 21 contains 68576 members 
Mstep: Class 23 contains 40974 members 
Mstep: Class 24 contains 1329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759752.000000 Penalty: 77926.218750
Iteration 245Q: 24 clusters Score -1.047598e+08 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 25063 members 
Mstep: Class 3 contains 45820 members 
Mstep: Class 4 contains 230455 members 
Mstep: Class 5 contains 13719 members 
Mstep: Class 6 contains 6591 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59440 members 
Mstep: Class 9 contains 41861 members 
Mstep: Class 10 contains 22152 members 
Mstep: Class 11 contains 7906 members 
Mstep: Class 12 contains 17775 members 
Mstep: Class 13 contains 34472 members 
Mstep: Class 14 contains 2110 members 
Mstep: Class 15 contains 4338 members 
Mstep: Class 16 contains 1940 members 
Mstep: Class 17 contains 2691 members 
Mstep: Class 18 contains 203267 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19718 members 
Mstep: Class 21 contains 68488 members 
Mstep: Class 23 contains 41155 members 
Mstep: Class 24 contains 1329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759608.000000 Penalty: 77926.218750
Iteration 246Q: 24 clusters Score -1.047596e+08 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 25099 members 
Mstep: Class 3 contains 45804 members 
Mstep: Class 4 contains 230329 members 
Mstep: Class 5 contains 13717 members 
Mstep: Class 6 contains 6591 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59461 members 
Mstep: Class 9 contains 41859 members 
Mstep: Class 10 contains 22155 members 
Mstep: Class 11 contains 7893 members 
Mstep: Class 12 contains 17786 members 
Mstep: Class 13 contains 34473 members 
Mstep: Class 14 contains 2111 members 
Mstep: Class 15 contains 4340 members 
Mstep: Class 16 contains 1939 members 
Mstep: Class 17 contains 2692 members 
Mstep: Class 18 contains 203238 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19713 members 
Mstep: Class 21 contains 68423 members 
Mstep: Class 23 contains 41338 members 
Mstep: Class 24 contains 1329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759680.000000 Penalty: 77926.218750
Iteration 247Q: 24 clusters Score -1.047597e+08 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 25138 members 
Mstep: Class 3 contains 45791 members 
Mstep: Class 4 contains 230187 members 
Mstep: Class 5 contains 13714 members 
Mstep: Class 6 contains 6591 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59480 members 
Mstep: Class 9 contains 41867 members 
Mstep: Class 10 contains 22153 members 
Mstep: Class 11 contains 7878 members 
Mstep: Class 12 contains 17793 members 
Mstep: Class 13 contains 34475 members 
Mstep: Class 14 contains 2109 members 
Mstep: Class 15 contains 4339 members 
Mstep: Class 16 contains 1939 members 
Mstep: Class 17 contains 2692 members 
Mstep: Class 18 contains 203190 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19709 members 
Mstep: Class 21 contains 68376 members 
Mstep: Class 23 contains 41540 members 
Mstep: Class 24 contains 1329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759800.000000 Penalty: 77926.218750
Iteration 248Q: 24 clusters Score -1.047598e+08 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 25163 members 
Mstep: Class 3 contains 45781 members 
Mstep: Class 4 contains 230094 members 
Mstep: Class 5 contains 13712 members 
Mstep: Class 6 contains 6591 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59505 members 
Mstep: Class 9 contains 41872 members 
Mstep: Class 10 contains 22153 members 
Mstep: Class 11 contains 7864 members 
Mstep: Class 12 contains 17796 members 
Mstep: Class 13 contains 34466 members 
Mstep: Class 14 contains 2110 members 
Mstep: Class 15 contains 4341 members 
Mstep: Class 16 contains 1939 members 
Mstep: Class 17 contains 2692 members 
Mstep: Class 18 contains 203093 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19699 members 
Mstep: Class 21 contains 68340 members 
Mstep: Class 23 contains 41749 members 
Mstep: Class 24 contains 1329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759600.000000 Penalty: 77926.218750
Iteration 249Q: 24 clusters Score -1.047596e+08 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 25196 members 
Mstep: Class 3 contains 45768 members 
Mstep: Class 4 contains 230015 members 
Mstep: Class 5 contains 13711 members 
Mstep: Class 6 contains 6591 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59535 members 
Mstep: Class 9 contains 41870 members 
Mstep: Class 10 contains 22147 members 
Mstep: Class 11 contains 7855 members 
Mstep: Class 12 contains 17797 members 
Mstep: Class 13 contains 34467 members 
Mstep: Class 14 contains 2109 members 
Mstep: Class 15 contains 4341 members 
Mstep: Class 16 contains 1938 members 
Mstep: Class 17 contains 2693 members 
Mstep: Class 18 contains 202977 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19694 members 
Mstep: Class 21 contains 68298 members 
Mstep: Class 23 contains 41957 members 
Mstep: Class 24 contains 1329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759368.000000 Penalty: 77926.218750
Iteration 250Q: 24 clusters Score -1.047594e+08 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 25228 members 
Mstep: Class 3 contains 45746 members 
Mstep: Class 4 contains 229961 members 
Mstep: Class 5 contains 13704 members 
Mstep: Class 6 contains 6593 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59562 members 
Mstep: Class 9 contains 41861 members 
Mstep: Class 10 contains 22138 members 
Mstep: Class 11 contains 7847 members 
Mstep: Class 12 contains 17809 members 
Mstep: Class 13 contains 34472 members 
Mstep: Class 14 contains 2108 members 
Mstep: Class 15 contains 4341 members 
Mstep: Class 16 contains 1938 members 
Mstep: Class 17 contains 2694 members 
Mstep: Class 18 contains 202875 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19681 members 
Mstep: Class 21 contains 68249 members 
Mstep: Class 23 contains 42152 members 
Mstep: Class 24 contains 1329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759328.000000 Penalty: 77926.218750
Iteration 251Q: 24 clusters Score -1.047593e+08 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 25267 members 
Mstep: Class 3 contains 45721 members 
Mstep: Class 4 contains 229887 members 
Mstep: Class 5 contains 13700 members 
Mstep: Class 6 contains 6592 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59579 members 
Mstep: Class 9 contains 41861 members 
Mstep: Class 10 contains 22129 members 
Mstep: Class 11 contains 7846 members 
Mstep: Class 12 contains 17816 members 
Mstep: Class 13 contains 34465 members 
Mstep: Class 14 contains 2107 members 
Mstep: Class 15 contains 4343 members 
Mstep: Class 16 contains 1939 members 
Mstep: Class 17 contains 2695 members 
Mstep: Class 18 contains 202787 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19679 members 
Mstep: Class 21 contains 68189 members 
Mstep: Class 23 contains 42358 members 
Mstep: Class 24 contains 1329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759408.000000 Penalty: 77926.218750
Iteration 252Q: 24 clusters Score -1.047594e+08 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 25295 members 
Mstep: Class 3 contains 45703 members 
Mstep: Class 4 contains 229825 members 
Mstep: Class 5 contains 13699 members 
Mstep: Class 6 contains 6594 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59605 members 
Mstep: Class 9 contains 41851 members 
Mstep: Class 10 contains 22125 members 
Mstep: Class 11 contains 7845 members 
Mstep: Class 12 contains 17828 members 
Mstep: Class 13 contains 34463 members 
Mstep: Class 14 contains 2109 members 
Mstep: Class 15 contains 4344 members 
Mstep: Class 16 contains 1940 members 
Mstep: Class 17 contains 2697 members 
Mstep: Class 18 contains 202634 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19676 members 
Mstep: Class 21 contains 68127 members 
Mstep: Class 23 contains 42599 members 
Mstep: Class 24 contains 1329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759152.000000 Penalty: 77926.218750
Iteration 253Q: 24 clusters Score -1.047592e+08 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 25322 members 
Mstep: Class 3 contains 45686 members 
Mstep: Class 4 contains 229769 members 
Mstep: Class 5 contains 13700 members 
Mstep: Class 6 contains 6596 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59622 members 
Mstep: Class 9 contains 41853 members 
Mstep: Class 10 contains 22130 members 
Mstep: Class 11 contains 7841 members 
Mstep: Class 12 contains 17835 members 
Mstep: Class 13 contains 34463 members 
Mstep: Class 14 contains 2108 members 
Mstep: Class 15 contains 4343 members 
Mstep: Class 16 contains 1939 members 
Mstep: Class 17 contains 2698 members 
Mstep: Class 18 contains 202470 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19675 members 
Mstep: Class 21 contains 68074 members 
Mstep: Class 23 contains 42835 members 
Mstep: Class 24 contains 1329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759000.000000 Penalty: 77926.218750
Iteration 254Q: 24 clusters Score -1.04759e+08 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 25348 members 
Mstep: Class 3 contains 45670 members 
Mstep: Class 4 contains 229716 members 
Mstep: Class 5 contains 13699 members 
Mstep: Class 6 contains 6597 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59637 members 
Mstep: Class 9 contains 41852 members 
Mstep: Class 10 contains 22124 members 
Mstep: Class 11 contains 7832 members 
Mstep: Class 12 contains 17847 members 
Mstep: Class 13 contains 34465 members 
Mstep: Class 14 contains 2107 members 
Mstep: Class 15 contains 4345 members 
Mstep: Class 16 contains 1941 members 
Mstep: Class 17 contains 2699 members 
Mstep: Class 18 contains 202322 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19676 members 
Mstep: Class 21 contains 68019 members 
Mstep: Class 23 contains 43063 members 
Mstep: Class 24 contains 1329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759216.000000 Penalty: 77926.218750
Iteration 255Q: 24 clusters Score -1.047592e+08 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 25357 members 
Mstep: Class 3 contains 45659 members 
Mstep: Class 4 contains 229675 members 
Mstep: Class 5 contains 13699 members 
Mstep: Class 6 contains 6598 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59649 members 
Mstep: Class 9 contains 41857 members 
Mstep: Class 10 contains 22118 members 
Mstep: Class 11 contains 7827 members 
Mstep: Class 12 contains 17855 members 
Mstep: Class 13 contains 34463 members 
Mstep: Class 14 contains 2107 members 
Mstep: Class 15 contains 4345 members 
Mstep: Class 16 contains 1942 members 
Mstep: Class 17 contains 2699 members 
Mstep: Class 18 contains 202194 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19680 members 
Mstep: Class 21 contains 67955 members 
Mstep: Class 23 contains 43279 members 
Mstep: Class 24 contains 1329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759368.000000 Penalty: 77926.218750
Iteration 256Q: 24 clusters Score -1.047594e+08 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 25383 members 
Mstep: Class 3 contains 45648 members 
Mstep: Class 4 contains 229610 members 
Mstep: Class 5 contains 13697 members 
Mstep: Class 6 contains 6598 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59668 members 
Mstep: Class 9 contains 41875 members 
Mstep: Class 10 contains 22118 members 
Mstep: Class 11 contains 7819 members 
Mstep: Class 12 contains 17854 members 
Mstep: Class 13 contains 34464 members 
Mstep: Class 14 contains 2108 members 
Mstep: Class 15 contains 4345 members 
Mstep: Class 16 contains 1943 members 
Mstep: Class 17 contains 2699 members 
Mstep: Class 18 contains 202030 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19682 members 
Mstep: Class 21 contains 67902 members 
Mstep: Class 23 contains 43515 members 
Mstep: Class 24 contains 1329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759280.000000 Penalty: 77926.218750
Iteration 257Q: 24 clusters Score -1.047593e+08 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 25405 members 
Mstep: Class 3 contains 45634 members 
Mstep: Class 4 contains 229560 members 
Mstep: Class 5 contains 13697 members 
Mstep: Class 6 contains 6601 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59684 members 
Mstep: Class 9 contains 41879 members 
Mstep: Class 10 contains 22115 members 
Mstep: Class 11 contains 7812 members 
Mstep: Class 12 contains 17846 members 
Mstep: Class 13 contains 34452 members 
Mstep: Class 14 contains 2107 members 
Mstep: Class 15 contains 4344 members 
Mstep: Class 16 contains 1942 members 
Mstep: Class 17 contains 2699 members 
Mstep: Class 18 contains 201873 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19691 members 
Mstep: Class 21 contains 67841 members 
Mstep: Class 23 contains 43775 members 
Mstep: Class 24 contains 1329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759128.000000 Penalty: 77926.218750
Iteration 258Q: 24 clusters Score -1.047591e+08 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 25423 members 
Mstep: Class 3 contains 45622 members 
Mstep: Class 4 contains 229502 members 
Mstep: Class 5 contains 13692 members 
Mstep: Class 6 contains 6602 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59704 members 
Mstep: Class 9 contains 41895 members 
Mstep: Class 10 contains 22118 members 
Mstep: Class 11 contains 7809 members 
Mstep: Class 12 contains 17850 members 
Mstep: Class 13 contains 34449 members 
Mstep: Class 14 contains 2109 members 
Mstep: Class 15 contains 4341 members 
Mstep: Class 16 contains 1942 members 
Mstep: Class 17 contains 2699 members 
Mstep: Class 18 contains 201671 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19691 members 
Mstep: Class 21 contains 67793 members 
Mstep: Class 23 contains 44044 members 
Mstep: Class 24 contains 1329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759264.000000 Penalty: 77926.218750
Iteration 259Q: 24 clusters Score -1.047593e+08 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 25438 members 
Mstep: Class 3 contains 45601 members 
Mstep: Class 4 contains 229500 members 
Mstep: Class 5 contains 13690 members 
Mstep: Class 6 contains 6602 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59724 members 
Mstep: Class 9 contains 41911 members 
Mstep: Class 10 contains 22120 members 
Mstep: Class 11 contains 7803 members 
Mstep: Class 12 contains 17850 members 
Mstep: Class 13 contains 34443 members 
Mstep: Class 14 contains 2107 members 
Mstep: Class 15 contains 4340 members 
Mstep: Class 16 contains 1941 members 
Mstep: Class 17 contains 2699 members 
Mstep: Class 18 contains 201447 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19689 members 
Mstep: Class 21 contains 67742 members 
Mstep: Class 23 contains 44306 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759344.000000 Penalty: 77926.218750
Iteration 260F: 24 clusters Score -1.047593e+08 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 25452 members 
Mstep: Class 3 contains 45584 members 
Mstep: Class 4 contains 229471 members 
Mstep: Class 5 contains 13688 members 
Mstep: Class 6 contains 6602 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59738 members 
Mstep: Class 9 contains 41924 members 
Mstep: Class 10 contains 22125 members 
Mstep: Class 11 contains 7794 members 
Mstep: Class 12 contains 17847 members 
Mstep: Class 13 contains 34434 members 
Mstep: Class 14 contains 2106 members 
Mstep: Class 15 contains 4338 members 
Mstep: Class 16 contains 1941 members 
Mstep: Class 17 contains 2699 members 
Mstep: Class 18 contains 201256 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19686 members 
Mstep: Class 21 contains 67694 members 
Mstep: Class 23 contains 44573 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759160.000000 Penalty: 77926.218750
Iteration 261Q: 24 clusters Score -1.047592e+08 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 25465 members 
Mstep: Class 3 contains 45571 members 
Mstep: Class 4 contains 229455 members 
Mstep: Class 5 contains 13689 members 
Mstep: Class 6 contains 6603 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59754 members 
Mstep: Class 9 contains 41925 members 
Mstep: Class 10 contains 22120 members 
Mstep: Class 11 contains 7783 members 
Mstep: Class 12 contains 17852 members 
Mstep: Class 13 contains 34427 members 
Mstep: Class 14 contains 2109 members 
Mstep: Class 15 contains 4337 members 
Mstep: Class 16 contains 1940 members 
Mstep: Class 17 contains 2699 members 
Mstep: Class 18 contains 201068 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19686 members 
Mstep: Class 21 contains 67649 members 
Mstep: Class 23 contains 44819 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759216.000000 Penalty: 77926.218750
Iteration 262Q: 24 clusters Score -1.047592e+08 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 25486 members 
Mstep: Class 3 contains 45553 members 
Mstep: Class 4 contains 229442 members 
Mstep: Class 5 contains 13685 members 
Mstep: Class 6 contains 6603 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59782 members 
Mstep: Class 9 contains 41933 members 
Mstep: Class 10 contains 22128 members 
Mstep: Class 11 contains 7775 members 
Mstep: Class 12 contains 17854 members 
Mstep: Class 13 contains 34419 members 
Mstep: Class 14 contains 2108 members 
Mstep: Class 15 contains 4335 members 
Mstep: Class 16 contains 1939 members 
Mstep: Class 17 contains 2699 members 
Mstep: Class 18 contains 200855 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19689 members 
Mstep: Class 21 contains 67597 members 
Mstep: Class 23 contains 45068 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759112.000000 Penalty: 77926.218750
Iteration 263Q: 24 clusters Score -1.047591e+08 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 25503 members 
Mstep: Class 3 contains 45534 members 
Mstep: Class 4 contains 229457 members 
Mstep: Class 5 contains 13687 members 
Mstep: Class 6 contains 6603 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59808 members 
Mstep: Class 9 contains 41942 members 
Mstep: Class 10 contains 22123 members 
Mstep: Class 11 contains 7768 members 
Mstep: Class 12 contains 17857 members 
Mstep: Class 13 contains 34407 members 
Mstep: Class 14 contains 2113 members 
Mstep: Class 15 contains 4333 members 
Mstep: Class 16 contains 1939 members 
Mstep: Class 17 contains 2698 members 
Mstep: Class 18 contains 200664 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19675 members 
Mstep: Class 21 contains 67540 members 
Mstep: Class 23 contains 45299 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759072.000000 Penalty: 77926.218750
Iteration 264Q: 24 clusters Score -1.047591e+08 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 25517 members 
Mstep: Class 3 contains 45515 members 
Mstep: Class 4 contains 229496 members 
Mstep: Class 5 contains 13688 members 
Mstep: Class 6 contains 6603 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59824 members 
Mstep: Class 9 contains 41954 members 
Mstep: Class 10 contains 22122 members 
Mstep: Class 11 contains 7759 members 
Mstep: Class 12 contains 17851 members 
Mstep: Class 13 contains 34404 members 
Mstep: Class 14 contains 2114 members 
Mstep: Class 15 contains 4333 members 
Mstep: Class 16 contains 1939 members 
Mstep: Class 17 contains 2698 members 
Mstep: Class 18 contains 200466 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19659 members 
Mstep: Class 21 contains 67471 members 
Mstep: Class 23 contains 45534 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759032.000000 Penalty: 77926.218750
Iteration 265Q: 24 clusters Score -1.04759e+08 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 25542 members 
Mstep: Class 3 contains 45498 members 
Mstep: Class 4 contains 229543 members 
Mstep: Class 5 contains 13682 members 
Mstep: Class 6 contains 6603 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59862 members 
Mstep: Class 9 contains 41961 members 
Mstep: Class 10 contains 22122 members 
Mstep: Class 11 contains 7748 members 
Mstep: Class 12 contains 17855 members 
Mstep: Class 13 contains 34406 members 
Mstep: Class 14 contains 2114 members 
Mstep: Class 15 contains 4333 members 
Mstep: Class 16 contains 1939 members 
Mstep: Class 17 contains 2698 members 
Mstep: Class 18 contains 200216 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19656 members 
Mstep: Class 21 contains 67396 members 
Mstep: Class 23 contains 45773 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759120.000000 Penalty: 77926.218750
Iteration 266Q: 24 clusters Score -1.047591e+08 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 25562 members 
Mstep: Class 3 contains 45490 members 
Mstep: Class 4 contains 229592 members 
Mstep: Class 5 contains 13678 members 
Mstep: Class 6 contains 6603 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59888 members 
Mstep: Class 9 contains 41960 members 
Mstep: Class 10 contains 22119 members 
Mstep: Class 11 contains 7739 members 
Mstep: Class 12 contains 17865 members 
Mstep: Class 13 contains 34403 members 
Mstep: Class 14 contains 2115 members 
Mstep: Class 15 contains 4334 members 
Mstep: Class 16 contains 1938 members 
Mstep: Class 17 contains 2698 members 
Mstep: Class 18 contains 199970 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19652 members 
Mstep: Class 21 contains 67325 members 
Mstep: Class 23 contains 46017 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759072.000000 Penalty: 77926.218750
Iteration 267Q: 24 clusters Score -1.047591e+08 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 25586 members 
Mstep: Class 3 contains 45478 members 
Mstep: Class 4 contains 229621 members 
Mstep: Class 5 contains 13678 members 
Mstep: Class 6 contains 6603 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59914 members 
Mstep: Class 9 contains 41956 members 
Mstep: Class 10 contains 22122 members 
Mstep: Class 11 contains 7727 members 
Mstep: Class 12 contains 17872 members 
Mstep: Class 13 contains 34395 members 
Mstep: Class 14 contains 2117 members 
Mstep: Class 15 contains 4336 members 
Mstep: Class 16 contains 1938 members 
Mstep: Class 17 contains 2698 members 
Mstep: Class 18 contains 199705 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19652 members 
Mstep: Class 21 contains 67277 members 
Mstep: Class 23 contains 46272 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759056.000000 Penalty: 77926.218750
Iteration 268Q: 24 clusters Score -1.047591e+08 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 25605 members 
Mstep: Class 3 contains 45461 members 
Mstep: Class 4 contains 229615 members 
Mstep: Class 5 contains 13673 members 
Mstep: Class 6 contains 6603 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59949 members 
Mstep: Class 9 contains 41954 members 
Mstep: Class 10 contains 22119 members 
Mstep: Class 11 contains 7717 members 
Mstep: Class 12 contains 17873 members 
Mstep: Class 13 contains 34393 members 
Mstep: Class 14 contains 2120 members 
Mstep: Class 15 contains 4338 members 
Mstep: Class 16 contains 1937 members 
Mstep: Class 17 contains 2698 members 
Mstep: Class 18 contains 199464 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19664 members 
Mstep: Class 21 contains 67228 members 
Mstep: Class 23 contains 46537 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758936.000000 Penalty: 77926.218750
Iteration 269Q: 24 clusters Score -1.047589e+08 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 25629 members 
Mstep: Class 3 contains 45449 members 
Mstep: Class 4 contains 229666 members 
Mstep: Class 5 contains 13667 members 
Mstep: Class 6 contains 6604 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59974 members 
Mstep: Class 9 contains 41952 members 
Mstep: Class 10 contains 22117 members 
Mstep: Class 11 contains 7707 members 
Mstep: Class 12 contains 17875 members 
Mstep: Class 13 contains 34391 members 
Mstep: Class 14 contains 2121 members 
Mstep: Class 15 contains 4345 members 
Mstep: Class 16 contains 1938 members 
Mstep: Class 17 contains 2698 members 
Mstep: Class 18 contains 199163 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19666 members 
Mstep: Class 21 contains 67188 members 
Mstep: Class 23 contains 46797 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758848.000000 Penalty: 77926.218750
Iteration 270Q: 24 clusters Score -1.047588e+08 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 25642 members 
Mstep: Class 3 contains 45432 members 
Mstep: Class 4 contains 229727 members 
Mstep: Class 5 contains 13665 members 
Mstep: Class 6 contains 6605 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 59997 members 
Mstep: Class 9 contains 41943 members 
Mstep: Class 10 contains 22113 members 
Mstep: Class 11 contains 7694 members 
Mstep: Class 12 contains 17880 members 
Mstep: Class 13 contains 34385 members 
Mstep: Class 14 contains 2124 members 
Mstep: Class 15 contains 4342 members 
Mstep: Class 16 contains 1939 members 
Mstep: Class 17 contains 2698 members 
Mstep: Class 18 contains 198866 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19662 members 
Mstep: Class 21 contains 67158 members 
Mstep: Class 23 contains 47074 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758968.000000 Penalty: 77926.218750
Iteration 271Q: 24 clusters Score -1.04759e+08 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 25666 members 
Mstep: Class 3 contains 45419 members 
Mstep: Class 4 contains 229790 members 
Mstep: Class 5 contains 13665 members 
Mstep: Class 6 contains 6606 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60009 members 
Mstep: Class 9 contains 41940 members 
Mstep: Class 10 contains 22107 members 
Mstep: Class 11 contains 7681 members 
Mstep: Class 12 contains 17881 members 
Mstep: Class 13 contains 34386 members 
Mstep: Class 14 contains 2130 members 
Mstep: Class 15 contains 4339 members 
Mstep: Class 16 contains 1939 members 
Mstep: Class 17 contains 2699 members 
Mstep: Class 18 contains 198588 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19656 members 
Mstep: Class 21 contains 67109 members 
Mstep: Class 23 contains 47336 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758976.000000 Penalty: 77926.218750
Iteration 272Q: 24 clusters Score -1.04759e+08 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 25683 members 
Mstep: Class 3 contains 45408 members 
Mstep: Class 4 contains 229850 members 
Mstep: Class 5 contains 13665 members 
Mstep: Class 6 contains 6606 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60024 members 
Mstep: Class 9 contains 41939 members 
Mstep: Class 10 contains 22104 members 
Mstep: Class 11 contains 7665 members 
Mstep: Class 12 contains 17873 members 
Mstep: Class 13 contains 34374 members 
Mstep: Class 14 contains 2137 members 
Mstep: Class 15 contains 4333 members 
Mstep: Class 16 contains 1939 members 
Mstep: Class 17 contains 2699 members 
Mstep: Class 18 contains 198312 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19653 members 
Mstep: Class 21 contains 67078 members 
Mstep: Class 23 contains 47603 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758856.000000 Penalty: 77926.218750
Iteration 273Q: 24 clusters Score -1.047589e+08 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 25695 members 
Mstep: Class 3 contains 45406 members 
Mstep: Class 4 contains 229945 members 
Mstep: Class 5 contains 13666 members 
Mstep: Class 6 contains 6606 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60038 members 
Mstep: Class 9 contains 41927 members 
Mstep: Class 10 contains 22100 members 
Mstep: Class 11 contains 7642 members 
Mstep: Class 12 contains 17873 members 
Mstep: Class 13 contains 34351 members 
Mstep: Class 14 contains 2140 members 
Mstep: Class 15 contains 4334 members 
Mstep: Class 16 contains 1938 members 
Mstep: Class 17 contains 2699 members 
Mstep: Class 18 contains 198017 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19638 members 
Mstep: Class 21 contains 67054 members 
Mstep: Class 23 contains 47876 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759120.000000 Penalty: 77926.218750
Iteration 274Q: 24 clusters Score -1.047591e+08 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 25707 members 
Mstep: Class 3 contains 45399 members 
Mstep: Class 4 contains 230006 members 
Mstep: Class 5 contains 13665 members 
Mstep: Class 6 contains 6606 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60055 members 
Mstep: Class 9 contains 41916 members 
Mstep: Class 10 contains 22103 members 
Mstep: Class 11 contains 7615 members 
Mstep: Class 12 contains 17875 members 
Mstep: Class 13 contains 34336 members 
Mstep: Class 14 contains 2143 members 
Mstep: Class 15 contains 4333 members 
Mstep: Class 16 contains 1939 members 
Mstep: Class 17 contains 2699 members 
Mstep: Class 18 contains 197718 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19639 members 
Mstep: Class 21 contains 67018 members 
Mstep: Class 23 contains 48170 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758760.000000 Penalty: 77926.218750
Iteration 275Q: 24 clusters Score -1.047588e+08 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 25722 members 
Mstep: Class 3 contains 45381 members 
Mstep: Class 4 contains 230054 members 
Mstep: Class 5 contains 13665 members 
Mstep: Class 6 contains 6606 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60091 members 
Mstep: Class 9 contains 41905 members 
Mstep: Class 10 contains 22109 members 
Mstep: Class 11 contains 7584 members 
Mstep: Class 12 contains 17886 members 
Mstep: Class 13 contains 34314 members 
Mstep: Class 14 contains 2139 members 
Mstep: Class 15 contains 4333 members 
Mstep: Class 16 contains 1940 members 
Mstep: Class 17 contains 2699 members 
Mstep: Class 18 contains 197425 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19634 members 
Mstep: Class 21 contains 66987 members 
Mstep: Class 23 contains 48465 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758488.000000 Penalty: 77926.218750
Iteration 276Q: 24 clusters Score -1.047585e+08 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 25744 members 
Mstep: Class 3 contains 45369 members 
Mstep: Class 4 contains 230100 members 
Mstep: Class 5 contains 13662 members 
Mstep: Class 6 contains 6606 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60107 members 
Mstep: Class 9 contains 41904 members 
Mstep: Class 10 contains 22108 members 
Mstep: Class 11 contains 7546 members 
Mstep: Class 12 contains 17893 members 
Mstep: Class 13 contains 34301 members 
Mstep: Class 14 contains 2136 members 
Mstep: Class 15 contains 4330 members 
Mstep: Class 16 contains 1940 members 
Mstep: Class 17 contains 2699 members 
Mstep: Class 18 contains 197150 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19629 members 
Mstep: Class 21 contains 66959 members 
Mstep: Class 23 contains 48756 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758144.000000 Penalty: 77926.218750
Iteration 277Q: 24 clusters Score -1.047581e+08 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 25760 members 
Mstep: Class 3 contains 45360 members 
Mstep: Class 4 contains 230138 members 
Mstep: Class 5 contains 13665 members 
Mstep: Class 6 contains 6606 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60117 members 
Mstep: Class 9 contains 41905 members 
Mstep: Class 10 contains 22107 members 
Mstep: Class 11 contains 7517 members 
Mstep: Class 12 contains 17904 members 
Mstep: Class 13 contains 34287 members 
Mstep: Class 14 contains 2135 members 
Mstep: Class 15 contains 4328 members 
Mstep: Class 16 contains 1942 members 
Mstep: Class 17 contains 2701 members 
Mstep: Class 18 contains 196908 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19634 members 
Mstep: Class 21 contains 66930 members 
Mstep: Class 23 contains 48994 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758384.000000 Penalty: 77926.218750
Iteration 278Q: 24 clusters Score -1.047584e+08 nChanged 900
Entering ConstructFrom: 
Score: -104758384.000000 Penalty: 77926.218750
Entering ConstructFrom: 
Trying to split cluster 1 (5450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Entering Unmasked Estep 
Score: -689330.500000 Penalty: 2133.635986
	Iteration 0F: 2 clusters Score -689330.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -684564.937500 Penalty: 4267.271973
	Iteration 0F: 3 clusters Score -684564.9 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -685684.250000 Penalty: 4267.271973
	Iteration 1F: 3 clusters Score -685684.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -685897.625000 Penalty: 4267.271973
	Iteration 2F: 3 clusters Score -685897.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -686019.125000 Penalty: 4267.271973
	Iteration 3Q: 3 clusters Score -686019.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -686094.625000 Penalty: 4267.271973
	Iteration 4Q: 3 clusters Score -686094.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -686143.375000 Penalty: 4267.271973
	Iteration 5Q: 3 clusters Score -686143.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -686183.812500 Penalty: 4267.271973
	Iteration 6Q: 3 clusters Score -686183.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -686216.375000 Penalty: 4267.271973
	Iteration 7Q: 3 clusters Score -686216.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -686240.312500 Penalty: 4267.271973
	Iteration 8Q: 3 clusters Score -686240.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -686266.187500 Penalty: 4267.271973
	Iteration 9Q: 3 clusters Score -686266.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -686293.687500 Penalty: 4267.271973
	Iteration 10Q: 3 clusters Score -686293.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -686319.375000 Penalty: 4267.271973
	Iteration 11Q: 3 clusters Score -686319.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -686341.812500 Penalty: 4267.271973
	Iteration 12Q: 3 clusters Score -686341.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -686364.812500 Penalty: 4267.271973
	Iteration 13Q: 3 clusters Score -686364.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -686390.562500 Penalty: 4267.271973
	Iteration 14Q: 3 clusters Score -686390.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -686424.625000 Penalty: 4267.271973
	Iteration 15Q: 3 clusters Score -686424.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -686451.125000 Penalty: 4267.271973
	Iteration 16Q: 3 clusters Score -686451.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -686480.437500 Penalty: 4267.271973
	Iteration 17Q: 3 clusters Score -686480.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -686516.375000 Penalty: 4267.271973
	Iteration 18Q: 3 clusters Score -686516.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -686545.687500 Penalty: 4267.271973
	Iteration 19Q: 3 clusters Score -686545.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -686587.750000 Penalty: 4267.271973
	Iteration 20F: 3 clusters Score -686587.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -686645.187500 Penalty: 4267.271973
	Iteration 21Q: 3 clusters Score -686645.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -686701.250000 Penalty: 4267.271973
	Iteration 22Q: 3 clusters Score -686701.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -686761.750000 Penalty: 4267.271973
	Iteration 23Q: 3 clusters Score -686761.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -686808.937500 Penalty: 4267.271973
	Iteration 24Q: 3 clusters Score -686808.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -686856.125000 Penalty: 4267.271973
	Iteration 25Q: 3 clusters Score -686856.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -686909.500000 Penalty: 4267.271973
	Iteration 26Q: 3 clusters Score -686909.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -686967.187500 Penalty: 4267.271973
	Iteration 27Q: 3 clusters Score -686967.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -687027.500000 Penalty: 4267.271973
	Iteration 28Q: 3 clusters Score -687027.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -687086.312500 Penalty: 4267.271973
	Iteration 29Q: 3 clusters Score -687086.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -687141.750000 Penalty: 4267.271973
	Iteration 30Q: 3 clusters Score -687141.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -687191.625000 Penalty: 4267.271973
	Iteration 31Q: 3 clusters Score -687191.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -687240.562500 Penalty: 4267.271973
	Iteration 32Q: 3 clusters Score -687240.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -687272.812500 Penalty: 4267.271973
	Iteration 33Q: 3 clusters Score -687272.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -687308.375000 Penalty: 4267.271973
	Iteration 34Q: 3 clusters Score -687308.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -687337.312500 Penalty: 4267.271973
	Iteration 35Q: 3 clusters Score -687337.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -687362.312500 Penalty: 4267.271973
	Iteration 36Q: 3 clusters Score -687362.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -687379.250000 Penalty: 4267.271973
	Iteration 37Q: 3 clusters Score -687379.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -687397.187500 Penalty: 4267.271973
	Iteration 38Q: 3 clusters Score -687397.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -687407.187500 Penalty: 4267.271973
	Iteration 39Q: 3 clusters Score -687407.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -687420.937500 Penalty: 4267.271973
	Iteration 40F: 3 clusters Score -687420.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -687427.562500 Penalty: 4267.271973
	Iteration 41Q: 3 clusters Score -687427.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -687436.437500 Penalty: 4267.271973
	Iteration 42Q: 3 clusters Score -687436.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -687438.250000 Penalty: 4267.271973
	Iteration 43Q: 3 clusters Score -687438.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -687439.437500 Penalty: 4267.271973
	Iteration 44Q: 3 clusters Score -687439.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -687441.437500 Penalty: 4267.271973
	Iteration 45Q: 3 clusters Score -687441.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -687442.812500 Penalty: 4267.271973
	Iteration 46Q: 3 clusters Score -687442.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -687442.812500 Penalty: 4267.271973
	Iteration 47F: 3 clusters Score -687442.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (25778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Entering Unmasked Estep 
Score: -3250932.750000 Penalty: 2519.004639
	Iteration 0F: 2 clusters Score -3250933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 12870 members 
Entering Unmasked Estep 
Score: -3233143.750000 Penalty: 5038.009277
	Iteration 0F: 3 clusters Score -3233144 nChanged 11507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -3239374.250000 Penalty: 5038.009277
	Iteration 1F: 3 clusters Score -3239374 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -3239968.750000 Penalty: 5038.009277
	Iteration 2F: 3 clusters Score -3239969 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -3240598.500000 Penalty: 5038.009277
	Iteration 3F: 3 clusters Score -3240598 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -3241325.750000 Penalty: 5038.009277
	Iteration 4F: 3 clusters Score -3241326 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -3242190.500000 Penalty: 5038.009277
	Iteration 5F: 3 clusters Score -3242190 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -3243298.000000 Penalty: 5038.009277
	Iteration 6F: 3 clusters Score -3243298 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -3244587.500000 Penalty: 5038.009277
	Iteration 7F: 3 clusters Score -3244588 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -3245877.500000 Penalty: 5038.009277
	Iteration 8F: 3 clusters Score -3245878 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -3246889.000000 Penalty: 5038.009277
	Iteration 9Q: 3 clusters Score -3246889 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -3247397.500000 Penalty: 5038.009277
	Iteration 10Q: 3 clusters Score -3247398 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -3247689.000000 Penalty: 5038.009277
	Iteration 11Q: 3 clusters Score -3247689 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -3247833.250000 Penalty: 5038.009277
	Iteration 12Q: 3 clusters Score -3247833 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -3247938.500000 Penalty: 5038.009277
	Iteration 13Q: 3 clusters Score -3247938 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -3248019.250000 Penalty: 5038.009277
	Iteration 14Q: 3 clusters Score -3248019 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -3248077.750000 Penalty: 5038.009277
	Iteration 15Q: 3 clusters Score -3248078 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -3248140.000000 Penalty: 5038.009277
	Iteration 16Q: 3 clusters Score -3248140 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -3248190.250000 Penalty: 5038.009277
	Iteration 17Q: 3 clusters Score -3248190 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -3248246.250000 Penalty: 5038.009277
	Iteration 18Q: 3 clusters Score -3248246 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -3248291.500000 Penalty: 5038.009277
	Iteration 19Q: 3 clusters Score -3248292 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -3248338.750000 Penalty: 5038.009277
	Iteration 20F: 3 clusters Score -3248339 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23231 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -3248372.500000 Penalty: 5038.009277
	Iteration 21Q: 3 clusters Score -3248372 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -3248398.250000 Penalty: 5038.009277
	Iteration 22Q: 3 clusters Score -3248398 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -3248422.500000 Penalty: 5038.009277
	Iteration 23Q: 3 clusters Score -3248422 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -3248468.000000 Penalty: 5038.009277
	Iteration 24Q: 3 clusters Score -3248468 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3248502.500000 Penalty: 5038.009277
	Iteration 25Q: 3 clusters Score -3248502 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -3248516.500000 Penalty: 5038.009277
	Iteration 26Q: 3 clusters Score -3248516 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -3248538.500000 Penalty: 5038.009277
	Iteration 27Q: 3 clusters Score -3248538 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -3248561.750000 Penalty: 5038.009277
	Iteration 28Q: 3 clusters Score -3248562 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -3248587.000000 Penalty: 5038.009277
	Iteration 29Q: 3 clusters Score -3248587 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -3248601.250000 Penalty: 5038.009277
	Iteration 30Q: 3 clusters Score -3248601 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -3248614.250000 Penalty: 5038.009277
	Iteration 31Q: 3 clusters Score -3248614 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3248628.500000 Penalty: 5038.009277
	Iteration 32Q: 3 clusters Score -3248628 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -3248653.250000 Penalty: 5038.009277
	Iteration 33Q: 3 clusters Score -3248653 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -3248675.500000 Penalty: 5038.009277
	Iteration 34Q: 3 clusters Score -3248676 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -3248705.250000 Penalty: 5038.009277
	Iteration 35Q: 3 clusters Score -3248705 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -3248731.000000 Penalty: 5038.009277
	Iteration 36Q: 3 clusters Score -3248731 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -3248742.750000 Penalty: 5038.009277
	Iteration 37Q: 3 clusters Score -3248743 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -3248746.750000 Penalty: 5038.009277
	Iteration 38Q: 3 clusters Score -3248747 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -3248768.000000 Penalty: 5038.009277
	Iteration 39Q: 3 clusters Score -3248768 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -3248766.500000 Penalty: 5038.009277
	Iteration 40F: 3 clusters Score -3248766 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3248788.750000 Penalty: 5038.009277
	Iteration 41Q: 3 clusters Score -3248789 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3248803.000000 Penalty: 5038.009277
	Iteration 42Q: 3 clusters Score -3248803 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -3248809.750000 Penalty: 5038.009277
	Iteration 43Q: 3 clusters Score -3248810 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -3248817.750000 Penalty: 5038.009277
	Iteration 44Q: 3 clusters Score -3248818 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3248819.500000 Penalty: 5038.009277
	Iteration 45Q: 3 clusters Score -3248820 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3248826.750000 Penalty: 5038.009277
	Iteration 46Q: 3 clusters Score -3248827 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3248836.250000 Penalty: 5038.009277
	Iteration 47Q: 3 clusters Score -3248836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3248835.250000 Penalty: 5038.009277
	Iteration 48Q: 3 clusters Score -3248835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3248834.500000 Penalty: 5038.009277
	Iteration 49Q: 3 clusters Score -3248834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24565 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3248838.750000 Penalty: 5038.009277
	Iteration 50Q: 3 clusters Score -3248839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3248838.000000 Penalty: 5038.009277
	Iteration 51Q: 3 clusters Score -3248838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24573 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3248846.500000 Penalty: 5038.009277
	Iteration 52Q: 3 clusters Score -3248846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -3248848.250000 Penalty: 5038.009277
	Iteration 53Q: 3 clusters Score -3248848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -3248847.000000 Penalty: 5038.009277
	Iteration 54Q: 3 clusters Score -3248847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3248844.750000 Penalty: 5038.009277
	Iteration 55Q: 3 clusters Score -3248845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24581 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3248844.750000 Penalty: 5038.009277
	Iteration 56F: 3 clusters Score -3248845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (45353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45353 members 
Entering Unmasked Estep 
Score: -5721087.500000 Penalty: 2659.113525
	Iteration 0F: 2 clusters Score -5721088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -5690588.500000 Penalty: 5318.227051
	Iteration 0F: 3 clusters Score -5690588 nChanged 20696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -5701803.000000 Penalty: 5318.227051
	Iteration 1F: 3 clusters Score -5701803 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -5702223.000000 Penalty: 5318.227051
	Iteration 2Q: 3 clusters Score -5702223 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -5702611.500000 Penalty: 5318.227051
	Iteration 3Q: 3 clusters Score -5702612 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -5702961.000000 Penalty: 5318.227051
	Iteration 4Q: 3 clusters Score -5702961 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -5703258.000000 Penalty: 5318.227051
	Iteration 5Q: 3 clusters Score -5703258 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -5703541.500000 Penalty: 5318.227051
	Iteration 6Q: 3 clusters Score -5703542 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -5703850.500000 Penalty: 5318.227051
	Iteration 7Q: 3 clusters Score -5703850 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22393 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -5704178.500000 Penalty: 5318.227051
	Iteration 8Q: 3 clusters Score -5704178 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -5704561.500000 Penalty: 5318.227051
	Iteration 9Q: 3 clusters Score -5704562 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -5704965.000000 Penalty: 5318.227051
	Iteration 10Q: 3 clusters Score -5704965 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -5705429.500000 Penalty: 5318.227051
	Iteration 11Q: 3 clusters Score -5705430 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23237 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -5705874.000000 Penalty: 5318.227051
	Iteration 12Q: 3 clusters Score -5705874 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -5706268.000000 Penalty: 5318.227051
	Iteration 13Q: 3 clusters Score -5706268 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24087 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -5706673.500000 Penalty: 5318.227051
	Iteration 14Q: 3 clusters Score -5706674 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -5707092.500000 Penalty: 5318.227051
	Iteration 15Q: 3 clusters Score -5707092 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25554 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -5707526.000000 Penalty: 5318.227051
	Iteration 16Q: 3 clusters Score -5707526 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -5708122.500000 Penalty: 5318.227051
	Iteration 17Q: 3 clusters Score -5708122 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -5708844.000000 Penalty: 5318.227051
	Iteration 18Q: 3 clusters Score -5708844 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -5709695.500000 Penalty: 5318.227051
	Iteration 19Q: 3 clusters Score -5709696 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30999 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -5710773.000000 Penalty: 5318.227051
	Iteration 20F: 3 clusters Score -5710773 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32708 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -5711958.000000 Penalty: 5318.227051
	Iteration 21Q: 3 clusters Score -5711958 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -5713177.000000 Penalty: 5318.227051
	Iteration 22Q: 3 clusters Score -5713177 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35671 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -5714197.000000 Penalty: 5318.227051
	Iteration 23Q: 3 clusters Score -5714197 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -5714920.500000 Penalty: 5318.227051
	Iteration 24Q: 3 clusters Score -5714920 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37728 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -5715459.500000 Penalty: 5318.227051
	Iteration 25Q: 3 clusters Score -5715460 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -5715910.000000 Penalty: 5318.227051
	Iteration 26Q: 3 clusters Score -5715910 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39295 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -5716248.500000 Penalty: 5318.227051
	Iteration 27Q: 3 clusters Score -5716248 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39951 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -5716563.500000 Penalty: 5318.227051
	Iteration 28Q: 3 clusters Score -5716564 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -5716829.000000 Penalty: 5318.227051
	Iteration 29Q: 3 clusters Score -5716829 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41097 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -5717091.500000 Penalty: 5318.227051
	Iteration 30Q: 3 clusters Score -5717092 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41566 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -5717317.500000 Penalty: 5318.227051
	Iteration 31Q: 3 clusters Score -5717318 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41987 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -5717509.000000 Penalty: 5318.227051
	Iteration 32Q: 3 clusters Score -5717509 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42364 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -5717699.000000 Penalty: 5318.227051
	Iteration 33Q: 3 clusters Score -5717699 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42681 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -5717839.000000 Penalty: 5318.227051
	Iteration 34Q: 3 clusters Score -5717839 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -5717996.000000 Penalty: 5318.227051
	Iteration 35Q: 3 clusters Score -5717996 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43255 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -5718144.000000 Penalty: 5318.227051
	Iteration 36Q: 3 clusters Score -5718144 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43454 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -5718222.000000 Penalty: 5318.227051
	Iteration 37Q: 3 clusters Score -5718222 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43641 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -5718314.000000 Penalty: 5318.227051
	Iteration 38Q: 3 clusters Score -5718314 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43795 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -5718409.000000 Penalty: 5318.227051
	Iteration 39Q: 3 clusters Score -5718409 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43928 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -5718455.000000 Penalty: 5318.227051
	Iteration 40F: 3 clusters Score -5718455 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44038 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -5718528.000000 Penalty: 5318.227051
	Iteration 41Q: 3 clusters Score -5718528 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44138 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -5718586.500000 Penalty: 5318.227051
	Iteration 42Q: 3 clusters Score -5718586 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44218 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -5718622.500000 Penalty: 5318.227051
	Iteration 43Q: 3 clusters Score -5718622 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -5718640.000000 Penalty: 5318.227051
	Iteration 44Q: 3 clusters Score -5718640 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44327 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -5718650.000000 Penalty: 5318.227051
	Iteration 45Q: 3 clusters Score -5718650 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44357 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -5718668.000000 Penalty: 5318.227051
	Iteration 46Q: 3 clusters Score -5718668 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44394 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -5718691.000000 Penalty: 5318.227051
	Iteration 47Q: 3 clusters Score -5718691 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -5718708.500000 Penalty: 5318.227051
	Iteration 48Q: 3 clusters Score -5718708 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44450 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -5718717.500000 Penalty: 5318.227051
	Iteration 49Q: 3 clusters Score -5718718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44468 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -5718728.500000 Penalty: 5318.227051
	Iteration 50Q: 3 clusters Score -5718728 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44487 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -5718745.500000 Penalty: 5318.227051
	Iteration 51Q: 3 clusters Score -5718746 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44510 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -5718768.500000 Penalty: 5318.227051
	Iteration 52Q: 3 clusters Score -5718768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44529 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -5718778.000000 Penalty: 5318.227051
	Iteration 53Q: 3 clusters Score -5718778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44545 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5718773.500000 Penalty: 5318.227051
	Iteration 54Q: 3 clusters Score -5718774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44555 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -5718784.500000 Penalty: 5318.227051
	Iteration 55Q: 3 clusters Score -5718784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44563 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -5718787.500000 Penalty: 5318.227051
	Iteration 56Q: 3 clusters Score -5718788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44572 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -5718785.000000 Penalty: 5318.227051
	Iteration 57Q: 3 clusters Score -5718785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44583 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -5718791.500000 Penalty: 5318.227051
	Iteration 58Q: 3 clusters Score -5718792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44600 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -5718809.000000 Penalty: 5318.227051
	Iteration 59Q: 3 clusters Score -5718809 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44614 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -5718810.500000 Penalty: 5318.227051
	Iteration 60F: 3 clusters Score -5718810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44625 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -5718808.000000 Penalty: 5318.227051
	Iteration 61Q: 3 clusters Score -5718808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44628 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5718810.500000 Penalty: 5318.227051
	Iteration 62Q: 3 clusters Score -5718810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44631 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -5718814.000000 Penalty: 5318.227051
	Iteration 63Q: 3 clusters Score -5718814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44633 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5718817.500000 Penalty: 5318.227051
	Iteration 64Q: 3 clusters Score -5718818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44637 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5718819.500000 Penalty: 5318.227051
	Iteration 65Q: 3 clusters Score -5718820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44645 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -5718819.000000 Penalty: 5318.227051
	Iteration 66Q: 3 clusters Score -5718819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44650 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -5718826.000000 Penalty: 5318.227051
	Iteration 67Q: 3 clusters Score -5718826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44653 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -5718832.000000 Penalty: 5318.227051
	Iteration 68Q: 3 clusters Score -5718832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44657 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -5718839.500000 Penalty: 5318.227051
	Iteration 69Q: 3 clusters Score -5718840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44661 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -5718840.000000 Penalty: 5318.227051
	Iteration 70Q: 3 clusters Score -5718840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44662 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -5718840.000000 Penalty: 5318.227051
	Iteration 71Q: 3 clusters Score -5718840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44662 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -5718840.000000 Penalty: 5318.227051
	Iteration 72F: 3 clusters Score -5718840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (230181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230181 members 
Entering Unmasked Estep 
Score: -28594040.000000 Penalty: 3061.962158
	Iteration 0F: 2 clusters Score -2.859404e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114958 members 
Mstep: Class 2 contains 115223 members 
Entering Unmasked Estep 
Score: -28447500.000000 Penalty: 6123.924316
	Iteration 0F: 3 clusters Score -2.84475e+07 nChanged 111228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114094 members 
Mstep: Class 2 contains 116087 members 
Entering Unmasked Estep 
Score: -28512796.000000 Penalty: 6123.924316
	Iteration 1F: 3 clusters Score -2.85128e+07 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113864 members 
Mstep: Class 2 contains 116317 members 
Entering Unmasked Estep 
Score: -28514310.000000 Penalty: 6123.924316
	Iteration 2Q: 3 clusters Score -2.851431e+07 nChanged 6411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113611 members 
Mstep: Class 2 contains 116570 members 
Entering Unmasked Estep 
Score: -28516118.000000 Penalty: 6123.924316
	Iteration 3Q: 3 clusters Score -2.851612e+07 nChanged 7252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113359 members 
Mstep: Class 2 contains 116822 members 
Entering Unmasked Estep 
Score: -28518372.000000 Penalty: 6123.924316
	Iteration 4Q: 3 clusters Score -2.851837e+07 nChanged 8336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113327 members 
Mstep: Class 2 contains 116854 members 
Entering Unmasked Estep 
Score: -28521512.000000 Penalty: 6123.924316
	Iteration 5Q: 3 clusters Score -2.852151e+07 nChanged 10142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113681 members 
Mstep: Class 2 contains 116500 members 
Entering Unmasked Estep 
Score: -28526434.000000 Penalty: 6123.924316
	Iteration 6Q: 3 clusters Score -2.852643e+07 nChanged 12030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115111 members 
Mstep: Class 2 contains 115070 members 
Entering Unmasked Estep 
Score: -28533658.000000 Penalty: 6123.924316
	Iteration 7F: 3 clusters Score -2.853366e+07 nChanged 14085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118148 members 
Mstep: Class 2 contains 112033 members 
Entering Unmasked Estep 
Score: -28543072.000000 Penalty: 6123.924316
	Iteration 8F: 3 clusters Score -2.854307e+07 nChanged 15955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122907 members 
Mstep: Class 2 contains 107274 members 
Entering Unmasked Estep 
Score: -28555534.000000 Penalty: 6123.924316
	Iteration 9F: 3 clusters Score -2.855553e+07 nChanged 15828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127841 members 
Mstep: Class 2 contains 102340 members 
Entering Unmasked Estep 
Score: -28567642.000000 Penalty: 6123.924316
	Iteration 10F: 3 clusters Score -2.856764e+07 nChanged 12527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131802 members 
Mstep: Class 2 contains 98379 members 
Entering Unmasked Estep 
Score: -28574420.000000 Penalty: 6123.924316
	Iteration 11F: 3 clusters Score -2.857442e+07 nChanged 7872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134964 members 
Mstep: Class 2 contains 95217 members 
Entering Unmasked Estep 
Score: -28577150.000000 Penalty: 6123.924316
	Iteration 12Q: 3 clusters Score -2.857715e+07 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137788 members 
Mstep: Class 2 contains 92393 members 
Entering Unmasked Estep 
Score: -28578592.000000 Penalty: 6123.924316
	Iteration 13Q: 3 clusters Score -2.857859e+07 nChanged 3649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140675 members 
Mstep: Class 2 contains 89506 members 
Entering Unmasked Estep 
Score: -28579820.000000 Penalty: 6123.924316
	Iteration 14Q: 3 clusters Score -2.857982e+07 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143580 members 
Mstep: Class 2 contains 86601 members 
Entering Unmasked Estep 
Score: -28580944.000000 Penalty: 6123.924316
	Iteration 15Q: 3 clusters Score -2.858094e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146568 members 
Mstep: Class 2 contains 83613 members 
Entering Unmasked Estep 
Score: -28582048.000000 Penalty: 6123.924316
	Iteration 16Q: 3 clusters Score -2.858205e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149638 members 
Mstep: Class 2 contains 80543 members 
Entering Unmasked Estep 
Score: -28582860.000000 Penalty: 6123.924316
	Iteration 17Q: 3 clusters Score -2.858286e+07 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152693 members 
Mstep: Class 2 contains 77488 members 
Entering Unmasked Estep 
Score: -28583862.000000 Penalty: 6123.924316
	Iteration 18Q: 3 clusters Score -2.858386e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155839 members 
Mstep: Class 2 contains 74342 members 
Entering Unmasked Estep 
Score: -28584916.000000 Penalty: 6123.924316
	Iteration 19Q: 3 clusters Score -2.858492e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158987 members 
Mstep: Class 2 contains 71194 members 
Entering Unmasked Estep 
Score: -28585726.000000 Penalty: 6123.924316
	Iteration 20F: 3 clusters Score -2.858573e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162058 members 
Mstep: Class 2 contains 68123 members 
Entering Unmasked Estep 
Score: -28586384.000000 Penalty: 6123.924316
	Iteration 21Q: 3 clusters Score -2.858638e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165056 members 
Mstep: Class 2 contains 65125 members 
Entering Unmasked Estep 
Score: -28587148.000000 Penalty: 6123.924316
	Iteration 22Q: 3 clusters Score -2.858715e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168040 members 
Mstep: Class 2 contains 62141 members 
Entering Unmasked Estep 
Score: -28587810.000000 Penalty: 6123.924316
	Iteration 23Q: 3 clusters Score -2.858781e+07 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170980 members 
Mstep: Class 2 contains 59201 members 
Entering Unmasked Estep 
Score: -28588472.000000 Penalty: 6123.924316
	Iteration 24Q: 3 clusters Score -2.858847e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173835 members 
Mstep: Class 2 contains 56346 members 
Entering Unmasked Estep 
Score: -28589368.000000 Penalty: 6123.924316
	Iteration 25Q: 3 clusters Score -2.858937e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176864 members 
Mstep: Class 2 contains 53317 members 
Entering Unmasked Estep 
Score: -28590130.000000 Penalty: 6123.924316
	Iteration 26Q: 3 clusters Score -2.859013e+07 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179975 members 
Mstep: Class 2 contains 50206 members 
Entering Unmasked Estep 
Score: -28590772.000000 Penalty: 6123.924316
	Iteration 27Q: 3 clusters Score -2.859077e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183002 members 
Mstep: Class 2 contains 47179 members 
Entering Unmasked Estep 
Score: -28591448.000000 Penalty: 6123.924316
	Iteration 28Q: 3 clusters Score -2.859145e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185932 members 
Mstep: Class 2 contains 44249 members 
Entering Unmasked Estep 
Score: -28591990.000000 Penalty: 6123.924316
	Iteration 29Q: 3 clusters Score -2.859199e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188836 members 
Mstep: Class 2 contains 41345 members 
Entering Unmasked Estep 
Score: -28592406.000000 Penalty: 6123.924316
	Iteration 30Q: 3 clusters Score -2.859241e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191633 members 
Mstep: Class 2 contains 38548 members 
Entering Unmasked Estep 
Score: -28592804.000000 Penalty: 6123.924316
	Iteration 31Q: 3 clusters Score -2.85928e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194342 members 
Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -28593334.000000 Penalty: 6123.924316
	Iteration 32Q: 3 clusters Score -2.859333e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196986 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -28593662.000000 Penalty: 6123.924316
	Iteration 33Q: 3 clusters Score -2.859366e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199688 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -28594186.000000 Penalty: 6123.924316
	Iteration 34Q: 3 clusters Score -2.859419e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202369 members 
Mstep: Class 2 contains 27812 members 
Entering Unmasked Estep 
Score: -28594436.000000 Penalty: 6123.924316
	Iteration 35Q: 3 clusters Score -2.859444e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205098 members 
Mstep: Class 2 contains 25083 members 
Entering Unmasked Estep 
Score: -28594660.000000 Penalty: 6123.924316
	Iteration 36Q: 3 clusters Score -2.859466e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207725 members 
Mstep: Class 2 contains 22456 members 
Entering Unmasked Estep 
Score: -28594728.000000 Penalty: 6123.924316
	Iteration 37Q: 3 clusters Score -2.859473e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210264 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -28594874.000000 Penalty: 6123.924316
	Iteration 38Q: 3 clusters Score -2.859487e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212506 members 
Mstep: Class 2 contains 17675 members 
Entering Unmasked Estep 
Score: -28594594.000000 Penalty: 6123.924316
	Iteration 39Q: 3 clusters Score -2.859459e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214422 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -28594754.000000 Penalty: 6123.924316
	Iteration 40F: 3 clusters Score -2.859475e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216554 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -28594672.000000 Penalty: 6123.924316
	Iteration 41Q: 3 clusters Score -2.859467e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218461 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -28594638.000000 Penalty: 6123.924316
	Iteration 42Q: 3 clusters Score -2.859464e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220180 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -28594466.000000 Penalty: 6123.924316
	Iteration 43Q: 3 clusters Score -2.859447e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221632 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -28594322.000000 Penalty: 6123.924316
	Iteration 44Q: 3 clusters Score -2.859432e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222867 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -28594086.000000 Penalty: 6123.924316
	Iteration 45Q: 3 clusters Score -2.859409e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223908 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -28594004.000000 Penalty: 6123.924316
	Iteration 46Q: 3 clusters Score -2.8594e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224762 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -28593806.000000 Penalty: 6123.924316
	Iteration 47Q: 3 clusters Score -2.859381e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225491 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -28593678.000000 Penalty: 6123.924316
	Iteration 48Q: 3 clusters Score -2.859368e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226027 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -28593514.000000 Penalty: 6123.924316
	Iteration 49Q: 3 clusters Score -2.859351e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226452 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -28593418.000000 Penalty: 6123.924316
	Iteration 50Q: 3 clusters Score -2.859342e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226788 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -28593368.000000 Penalty: 6123.924316
	Iteration 51Q: 3 clusters Score -2.859337e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227053 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -28593302.000000 Penalty: 6123.924316
	Iteration 52Q: 3 clusters Score -2.85933e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227284 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -28593296.000000 Penalty: 6123.924316
	Iteration 53Q: 3 clusters Score -2.85933e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227461 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -28593286.000000 Penalty: 6123.924316
	Iteration 54Q: 3 clusters Score -2.859329e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227614 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -28593230.000000 Penalty: 6123.924316
	Iteration 55Q: 3 clusters Score -2.859323e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227745 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -28593202.000000 Penalty: 6123.924316
	Iteration 56Q: 3 clusters Score -2.85932e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227856 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -28593158.000000 Penalty: 6123.924316
	Iteration 57Q: 3 clusters Score -2.859316e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227960 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -28593102.000000 Penalty: 6123.924316
	Iteration 58Q: 3 clusters Score -2.85931e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228059 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -28593054.000000 Penalty: 6123.924316
	Iteration 59Q: 3 clusters Score -2.859305e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228141 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -28592954.000000 Penalty: 6123.924316
	Iteration 60F: 3 clusters Score -2.859295e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228218 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -28592936.000000 Penalty: 6123.924316
	Iteration 61Q: 3 clusters Score -2.859294e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228283 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -28592970.000000 Penalty: 6123.924316
	Iteration 62Q: 3 clusters Score -2.859297e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228340 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -28592910.000000 Penalty: 6123.924316
	Iteration 63Q: 3 clusters Score -2.859291e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228383 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -28592888.000000 Penalty: 6123.924316
	Iteration 64Q: 3 clusters Score -2.859289e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228424 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -28592876.000000 Penalty: 6123.924316
	Iteration 65Q: 3 clusters Score -2.859288e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228458 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -28592836.000000 Penalty: 6123.924316
	Iteration 66Q: 3 clusters Score -2.859284e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228491 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -28592800.000000 Penalty: 6123.924316
	Iteration 67Q: 3 clusters Score -2.85928e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228522 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -28592770.000000 Penalty: 6123.924316
	Iteration 68Q: 3 clusters Score -2.859277e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228552 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -28592786.000000 Penalty: 6123.924316
	Iteration 69Q: 3 clusters Score -2.859279e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228580 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -28592772.000000 Penalty: 6123.924316
	Iteration 70Q: 3 clusters Score -2.859277e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228609 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -28592736.000000 Penalty: 6123.924316
	Iteration 71Q: 3 clusters Score -2.859274e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228633 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -28592734.000000 Penalty: 6123.924316
	Iteration 72Q: 3 clusters Score -2.859273e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228650 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -28592728.000000 Penalty: 6123.924316
	Iteration 73Q: 3 clusters Score -2.859273e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228661 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -28592744.000000 Penalty: 6123.924316
	Iteration 74Q: 3 clusters Score -2.859274e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228671 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -28592746.000000 Penalty: 6123.924316
	Iteration 75Q: 3 clusters Score -2.859275e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228686 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -28592750.000000 Penalty: 6123.924316
	Iteration 76Q: 3 clusters Score -2.859275e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228693 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -28592740.000000 Penalty: 6123.924316
	Iteration 77Q: 3 clusters Score -2.859274e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228700 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -28592700.000000 Penalty: 6123.924316
	Iteration 78Q: 3 clusters Score -2.85927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228706 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -28592698.000000 Penalty: 6123.924316
	Iteration 79Q: 3 clusters Score -2.85927e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228707 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -28592694.000000 Penalty: 6123.924316
	Iteration 80F: 3 clusters Score -2.859269e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228709 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -28592710.000000 Penalty: 6123.924316
	Iteration 81Q: 3 clusters Score -2.859271e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228710 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -28592698.000000 Penalty: 6123.924316
	Iteration 82Q: 3 clusters Score -2.85927e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228711 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -28592696.000000 Penalty: 6123.924316
	Iteration 83Q: 3 clusters Score -2.85927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228714 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -28592694.000000 Penalty: 6123.924316
	Iteration 84Q: 3 clusters Score -2.859269e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228716 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -28592706.000000 Penalty: 6123.924316
	Iteration 85Q: 3 clusters Score -2.859271e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228718 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -28592704.000000 Penalty: 6123.924316
	Iteration 86Q: 3 clusters Score -2.85927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228721 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -28592702.000000 Penalty: 6123.924316
	Iteration 87Q: 3 clusters Score -2.85927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228722 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -28592674.000000 Penalty: 6123.924316
	Iteration 88Q: 3 clusters Score -2.859267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228724 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -28592692.000000 Penalty: 6123.924316
	Iteration 89Q: 3 clusters Score -2.859269e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228726 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -28592680.000000 Penalty: 6123.924316
	Iteration 90Q: 3 clusters Score -2.859268e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228729 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -28592670.000000 Penalty: 6123.924316
	Iteration 91Q: 3 clusters Score -2.859267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228731 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -28592668.000000 Penalty: 6123.924316
	Iteration 92Q: 3 clusters Score -2.859267e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228732 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -28592674.000000 Penalty: 6123.924316
	Iteration 93Q: 3 clusters Score -2.859267e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228732 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -28592674.000000 Penalty: 6123.924316
	Iteration 94F: 3 clusters Score -2.859267e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Entering Unmasked Estep 
Score: -1702456.250000 Penalty: 2361.530518
	Iteration 0F: 2 clusters Score -1702456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1692472.750000 Penalty: 4723.061035
	Iteration 0F: 3 clusters Score -1692473 nChanged 5779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1695546.625000 Penalty: 4723.061035
	Iteration 1F: 3 clusters Score -1695547 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1695845.875000 Penalty: 4723.061035
	Iteration 2F: 3 clusters Score -1695846 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1696060.250000 Penalty: 4723.061035
	Iteration 3Q: 3 clusters Score -1696060 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1696229.250000 Penalty: 4723.061035
	Iteration 4Q: 3 clusters Score -1696229 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -1696385.000000 Penalty: 4723.061035
	Iteration 5Q: 3 clusters Score -1696385 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1696530.000000 Penalty: 4723.061035
	Iteration 6Q: 3 clusters Score -1696530 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1696691.000000 Penalty: 4723.061035
	Iteration 7Q: 3 clusters Score -1696691 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1696857.750000 Penalty: 4723.061035
	Iteration 8Q: 3 clusters Score -1696858 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1697023.625000 Penalty: 4723.061035
	Iteration 9Q: 3 clusters Score -1697024 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1697219.750000 Penalty: 4723.061035
	Iteration 10Q: 3 clusters Score -1697220 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1697475.500000 Penalty: 4723.061035
	Iteration 11Q: 3 clusters Score -1697476 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1697765.375000 Penalty: 4723.061035
	Iteration 12Q: 3 clusters Score -1697765 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1698121.750000 Penalty: 4723.061035
	Iteration 13Q: 3 clusters Score -1698122 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1698531.500000 Penalty: 4723.061035
	Iteration 14Q: 3 clusters Score -1698532 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1698954.625000 Penalty: 4723.061035
	Iteration 15Q: 3 clusters Score -1698955 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1699261.875000 Penalty: 4723.061035
	Iteration 16Q: 3 clusters Score -1699262 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1699480.500000 Penalty: 4723.061035
	Iteration 17Q: 3 clusters Score -1699480 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -1699623.125000 Penalty: 4723.061035
	Iteration 18Q: 3 clusters Score -1699623 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1699727.250000 Penalty: 4723.061035
	Iteration 19Q: 3 clusters Score -1699727 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -1699807.875000 Penalty: 4723.061035
	Iteration 20F: 3 clusters Score -1699808 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1699864.125000 Penalty: 4723.061035
	Iteration 21Q: 3 clusters Score -1699864 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1699917.125000 Penalty: 4723.061035
	Iteration 22Q: 3 clusters Score -1699917 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1699966.750000 Penalty: 4723.061035
	Iteration 23Q: 3 clusters Score -1699967 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1700011.875000 Penalty: 4723.061035
	Iteration 24Q: 3 clusters Score -1700012 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1700062.500000 Penalty: 4723.061035
	Iteration 25Q: 3 clusters Score -1700062 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1700104.250000 Penalty: 4723.061035
	Iteration 26Q: 3 clusters Score -1700104 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1700161.875000 Penalty: 4723.061035
	Iteration 27Q: 3 clusters Score -1700162 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -1700224.875000 Penalty: 4723.061035
	Iteration 28Q: 3 clusters Score -1700225 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1700280.000000 Penalty: 4723.061035
	Iteration 29Q: 3 clusters Score -1700280 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1700337.750000 Penalty: 4723.061035
	Iteration 30Q: 3 clusters Score -1700338 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1700404.125000 Penalty: 4723.061035
	Iteration 31Q: 3 clusters Score -1700404 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -1700480.125000 Penalty: 4723.061035
	Iteration 32Q: 3 clusters Score -1700480 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1700552.250000 Penalty: 4723.061035
	Iteration 33Q: 3 clusters Score -1700552 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -1700637.000000 Penalty: 4723.061035
	Iteration 34Q: 3 clusters Score -1700637 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -1700742.250000 Penalty: 4723.061035
	Iteration 35Q: 3 clusters Score -1700742 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1700941.000000 Penalty: 4723.061035
	Iteration 36Q: 3 clusters Score -1700941 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -1701223.250000 Penalty: 4723.061035
	Iteration 37Q: 3 clusters Score -1701223 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1701481.125000 Penalty: 4723.061035
	Iteration 38Q: 3 clusters Score -1701481 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1701607.500000 Penalty: 4723.061035
	Iteration 39Q: 3 clusters Score -1701608 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1701670.375000 Penalty: 4723.061035
	Iteration 40F: 3 clusters Score -1701670 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -1701681.625000 Penalty: 4723.061035
	Iteration 41Q: 3 clusters Score -1701682 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1701687.750000 Penalty: 4723.061035
	Iteration 42Q: 3 clusters Score -1701688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1701688.500000 Penalty: 4723.061035
	Iteration 43Q: 3 clusters Score -1701688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1701686.000000 Penalty: 4723.061035
	Iteration 44Q: 3 clusters Score -1701686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -1701687.625000 Penalty: 4723.061035
	Iteration 45Q: 3 clusters Score -1701688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1701691.125000 Penalty: 4723.061035
	Iteration 46Q: 3 clusters Score -1701691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -1701686.625000 Penalty: 4723.061035
	Iteration 47Q: 3 clusters Score -1701687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -1701688.375000 Penalty: 4723.061035
	Iteration 48Q: 3 clusters Score -1701688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -1701689.000000 Penalty: 4723.061035
	Iteration 49Q: 3 clusters Score -1701689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1701690.750000 Penalty: 4723.061035
	Iteration 50Q: 3 clusters Score -1701691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1701690.750000 Penalty: 4723.061035
	Iteration 51F: 3 clusters Score -1701691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Entering Unmasked Estep 
Score: -837052.937500 Penalty: 2181.341797
	Iteration 0F: 2 clusters Score -837052.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -831568.812500 Penalty: 4362.683594
	Iteration 0F: 3 clusters Score -831568.8 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -832976.812500 Penalty: 4362.683594
	Iteration 1F: 3 clusters Score -832976.8 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -833197.125000 Penalty: 4362.683594
	Iteration 2F: 3 clusters Score -833197.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -833334.312500 Penalty: 4362.683594
	Iteration 3Q: 3 clusters Score -833334.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -833425.750000 Penalty: 4362.683594
	Iteration 4Q: 3 clusters Score -833425.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -833488.562500 Penalty: 4362.683594
	Iteration 5Q: 3 clusters Score -833488.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -833532.562500 Penalty: 4362.683594
	Iteration 6Q: 3 clusters Score -833532.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -833563.625000 Penalty: 4362.683594
	Iteration 7Q: 3 clusters Score -833563.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -833586.937500 Penalty: 4362.683594
	Iteration 8Q: 3 clusters Score -833586.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -833613.750000 Penalty: 4362.683594
	Iteration 9Q: 3 clusters Score -833613.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -833638.687500 Penalty: 4362.683594
	Iteration 10Q: 3 clusters Score -833638.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -833662.125000 Penalty: 4362.683594
	Iteration 11Q: 3 clusters Score -833662.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -833683.562500 Penalty: 4362.683594
	Iteration 12Q: 3 clusters Score -833683.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -833702.125000 Penalty: 4362.683594
	Iteration 13Q: 3 clusters Score -833702.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -833724.437500 Penalty: 4362.683594
	Iteration 14Q: 3 clusters Score -833724.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -833752.375000 Penalty: 4362.683594
	Iteration 15Q: 3 clusters Score -833752.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -833776.625000 Penalty: 4362.683594
	Iteration 16Q: 3 clusters Score -833776.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -833800.875000 Penalty: 4362.683594
	Iteration 17Q: 3 clusters Score -833800.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -833823.937500 Penalty: 4362.683594
	Iteration 18Q: 3 clusters Score -833823.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -833849.625000 Penalty: 4362.683594
	Iteration 19Q: 3 clusters Score -833849.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -833880.125000 Penalty: 4362.683594
	Iteration 20F: 3 clusters Score -833880.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -833911.687500 Penalty: 4362.683594
	Iteration 21Q: 3 clusters Score -833911.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -833943.500000 Penalty: 4362.683594
	Iteration 22Q: 3 clusters Score -833943.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -833980.500000 Penalty: 4362.683594
	Iteration 23Q: 3 clusters Score -833980.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -834022.937500 Penalty: 4362.683594
	Iteration 24Q: 3 clusters Score -834022.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -834069.500000 Penalty: 4362.683594
	Iteration 25Q: 3 clusters Score -834069.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -834103.062500 Penalty: 4362.683594
	Iteration 26Q: 3 clusters Score -834103.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -834146.625000 Penalty: 4362.683594
	Iteration 27Q: 3 clusters Score -834146.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -834197.687500 Penalty: 4362.683594
	Iteration 28Q: 3 clusters Score -834197.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -834250.687500 Penalty: 4362.683594
	Iteration 29Q: 3 clusters Score -834250.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -834312.562500 Penalty: 4362.683594
	Iteration 30Q: 3 clusters Score -834312.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -834379.187500 Penalty: 4362.683594
	Iteration 31Q: 3 clusters Score -834379.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -834462.500000 Penalty: 4362.683594
	Iteration 32Q: 3 clusters Score -834462.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -834559.125000 Penalty: 4362.683594
	Iteration 33Q: 3 clusters Score -834559.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -834650.750000 Penalty: 4362.683594
	Iteration 34Q: 3 clusters Score -834650.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -834725.000000 Penalty: 4362.683594
	Iteration 35Q: 3 clusters Score -834725 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -834803.500000 Penalty: 4362.683594
	Iteration 36Q: 3 clusters Score -834803.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -834869.000000 Penalty: 4362.683594
	Iteration 37Q: 3 clusters Score -834869 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -834921.687500 Penalty: 4362.683594
	Iteration 38Q: 3 clusters Score -834921.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -834965.125000 Penalty: 4362.683594
	Iteration 39Q: 3 clusters Score -834965.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -834996.625000 Penalty: 4362.683594
	Iteration 40F: 3 clusters Score -834996.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -835011.687500 Penalty: 4362.683594
	Iteration 41Q: 3 clusters Score -835011.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -835034.312500 Penalty: 4362.683594
	Iteration 42Q: 3 clusters Score -835034.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -835055.812500 Penalty: 4362.683594
	Iteration 43Q: 3 clusters Score -835055.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -835071.562500 Penalty: 4362.683594
	Iteration 44Q: 3 clusters Score -835071.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -835082.125000 Penalty: 4362.683594
	Iteration 45Q: 3 clusters Score -835082.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -835091.187500 Penalty: 4362.683594
	Iteration 46Q: 3 clusters Score -835091.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -835104.687500 Penalty: 4362.683594
	Iteration 47Q: 3 clusters Score -835104.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -835107.312500 Penalty: 4362.683594
	Iteration 48Q: 3 clusters Score -835107.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -835111.312500 Penalty: 4362.683594
	Iteration 49Q: 3 clusters Score -835111.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -835112.875000 Penalty: 4362.683594
	Iteration 50Q: 3 clusters Score -835112.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -835118.187500 Penalty: 4362.683594
	Iteration 51Q: 3 clusters Score -835118.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -835123.437500 Penalty: 4362.683594
	Iteration 52Q: 3 clusters Score -835123.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -835123.562500 Penalty: 4362.683594
	Iteration 53Q: 3 clusters Score -835123.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -835124.375000 Penalty: 4362.683594
	Iteration 54Q: 3 clusters Score -835124.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -835126.000000 Penalty: 4362.683594
	Iteration 55Q: 3 clusters Score -835126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -835126.000000 Penalty: 4362.683594
	Iteration 56F: 3 clusters Score -835126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Entering Unmasked Estep 
Score: -163896.328125 Penalty: 1798.509277
	Iteration 0F: 2 clusters Score -163896.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -161701.812500 Penalty: 3597.018555
	Iteration 0F: 3 clusters Score -161701.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -162071.671875 Penalty: 3597.018555
	Iteration 1F: 3 clusters Score -162071.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -162171.437500 Penalty: 3597.018555
	Iteration 2F: 3 clusters Score -162171.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -162219.203125 Penalty: 3597.018555
	Iteration 3Q: 3 clusters Score -162219.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -162245.218750 Penalty: 3597.018555
	Iteration 4Q: 3 clusters Score -162245.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -162268.156250 Penalty: 3597.018555
	Iteration 5Q: 3 clusters Score -162268.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -162288.968750 Penalty: 3597.018555
	Iteration 6Q: 3 clusters Score -162289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -162303.484375 Penalty: 3597.018555
	Iteration 7Q: 3 clusters Score -162303.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -162322.421875 Penalty: 3597.018555
	Iteration 8Q: 3 clusters Score -162322.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -162382.015625 Penalty: 3597.018555
	Iteration 9Q: 3 clusters Score -162382 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -162449.328125 Penalty: 3597.018555
	Iteration 10Q: 3 clusters Score -162449.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -162600.218750 Penalty: 3597.018555
	Iteration 11Q: 3 clusters Score -162600.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -162823.000000 Penalty: 3597.018555
	Iteration 12Q: 3 clusters Score -162823 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -163034.312500 Penalty: 3597.018555
	Iteration 13Q: 3 clusters Score -163034.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -163161.000000 Penalty: 3597.018555
	Iteration 14Q: 3 clusters Score -163161 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -163286.093750 Penalty: 3597.018555
	Iteration 15Q: 3 clusters Score -163286.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -163346.781250 Penalty: 3597.018555
	Iteration 16Q: 3 clusters Score -163346.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -163423.921875 Penalty: 3597.018555
	Iteration 17Q: 3 clusters Score -163423.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -163538.562500 Penalty: 3597.018555
	Iteration 18Q: 3 clusters Score -163538.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -163615.156250 Penalty: 3597.018555
	Iteration 19Q: 3 clusters Score -163615.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -163697.296875 Penalty: 3597.018555
	Iteration 20F: 3 clusters Score -163697.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -163755.906250 Penalty: 3597.018555
	Iteration 21Q: 3 clusters Score -163755.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -163783.203125 Penalty: 3597.018555
	Iteration 22Q: 3 clusters Score -163783.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -163823.796875 Penalty: 3597.018555
	Iteration 23Q: 3 clusters Score -163823.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -163873.843750 Penalty: 3597.018555
	Iteration 24Q: 3 clusters Score -163873.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -163909.437500 Penalty: 3597.018555
	Iteration 25Q: 3 clusters Score -163909.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -163947.796875 Penalty: 3597.018555
	Iteration 26Q: 3 clusters Score -163947.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -163988.953125 Penalty: 3597.018555
	Iteration 27Q: 3 clusters Score -163989 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -164035.468750 Penalty: 3597.018555
	Iteration 28Q: 3 clusters Score -164035.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -164040.750000 Penalty: 3597.018555
	Iteration 29Q: 3 clusters Score -164040.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -164047.750000 Penalty: 3597.018555
	Iteration 30Q: 3 clusters Score -164047.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -164053.343750 Penalty: 3597.018555
	Iteration 31Q: 3 clusters Score -164053.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -164054.578125 Penalty: 3597.018555
	Iteration 32Q: 3 clusters Score -164054.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -164054.671875 Penalty: 3597.018555
	Iteration 33Q: 3 clusters Score -164054.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -164057.203125 Penalty: 3597.018555
	Iteration 34Q: 3 clusters Score -164057.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -164057.203125 Penalty: 3597.018555
	Iteration 35F: 3 clusters Score -164057.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 25778 members 
Mstep: Class 3 contains 45353 members 
Mstep: Class 4 contains 230181 members 
Mstep: Class 5 contains 13661 members 
Mstep: Class 6 contains 6606 members 
Mstep: Class 7 contains 896 members 
Mstep: Class 8 contains 60131 members 
Mstep: Class 9 contains 41896 members 
Mstep: Class 10 contains 22099 members 
Mstep: Class 11 contains 7481 members 
Mstep: Class 12 contains 17912 members 
Mstep: Class 13 contains 34274 members 
Mstep: Class 14 contains 2137 members 
Mstep: Class 15 contains 4328 members 
Mstep: Class 16 contains 1942 members 
Mstep: Class 17 contains 2702 members 
Mstep: Class 18 contains 196709 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19636 members 
Mstep: Class 21 contains 66883 members 
Mstep: Class 22 contains 515 members 
Mstep: Class 23 contains 49226 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
Score: -104757080.000000 Penalty: 81314.312500
Splitting cluster 7 changes total score from -104758384.000000 to -104757080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (60131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60131 members 
Entering Unmasked Estep 
Score: -7596066.500000 Penalty: 2729.061768
	Iteration 0F: 2 clusters Score -7596066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29992 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -7555742.000000 Penalty: 5458.123535
	Iteration 0F: 3 clusters Score -7555742 nChanged 27945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -7571110.000000 Penalty: 5458.123535
	Iteration 1F: 3 clusters Score -7571110 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -7571601.000000 Penalty: 5458.123535
	Iteration 2Q: 3 clusters Score -7571601 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
Score: -7572129.500000 Penalty: 5458.123535
	Iteration 3Q: 3 clusters Score -7572130 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28295 members 
Mstep: Class 2 contains 31836 members 
Entering Unmasked Estep 
Score: -7572624.500000 Penalty: 5458.123535
	Iteration 4Q: 3 clusters Score -7572624 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -7573107.500000 Penalty: 5458.123535
	Iteration 5Q: 3 clusters Score -7573108 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -7573723.500000 Penalty: 5458.123535
	Iteration 6Q: 3 clusters Score -7573724 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 35470 members 
Entering Unmasked Estep 
Score: -7574663.000000 Penalty: 5458.123535
	Iteration 7Q: 3 clusters Score -7574663 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 37734 members 
Entering Unmasked Estep 
Score: -7576001.500000 Penalty: 5458.123535
	Iteration 8Q: 3 clusters Score -7576002 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 40714 members 
Entering Unmasked Estep 
Score: -7578016.000000 Penalty: 5458.123535
	Iteration 9F: 3 clusters Score -7578016 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 44292 members 
Entering Unmasked Estep 
Score: -7580675.000000 Penalty: 5458.123535
	Iteration 10F: 3 clusters Score -7580675 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 48269 members 
Entering Unmasked Estep 
Score: -7584094.500000 Penalty: 5458.123535
	Iteration 11F: 3 clusters Score -7584094 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 51999 members 
Entering Unmasked Estep 
Score: -7587367.500000 Penalty: 5458.123535
	Iteration 12F: 3 clusters Score -7587368 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 54877 members 
Entering Unmasked Estep 
Score: -7589822.500000 Penalty: 5458.123535
	Iteration 13Q: 3 clusters Score -7589822 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 56840 members 
Entering Unmasked Estep 
Score: -7591489.000000 Penalty: 5458.123535
	Iteration 14Q: 3 clusters Score -7591489 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 57993 members 
Entering Unmasked Estep 
Score: -7592347.000000 Penalty: 5458.123535
	Iteration 15Q: 3 clusters Score -7592347 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 58697 members 
Entering Unmasked Estep 
Score: -7592907.500000 Penalty: 5458.123535
	Iteration 16Q: 3 clusters Score -7592908 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 59093 members 
Entering Unmasked Estep 
Score: -7593198.000000 Penalty: 5458.123535
	Iteration 17Q: 3 clusters Score -7593198 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 59294 members 
Entering Unmasked Estep 
Score: -7593386.000000 Penalty: 5458.123535
	Iteration 18Q: 3 clusters Score -7593386 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 59426 members 
Entering Unmasked Estep 
Score: -7593498.000000 Penalty: 5458.123535
	Iteration 19Q: 3 clusters Score -7593498 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 59516 members 
Entering Unmasked Estep 
Score: -7593586.000000 Penalty: 5458.123535
	Iteration 20F: 3 clusters Score -7593586 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 59585 members 
Entering Unmasked Estep 
Score: -7593642.500000 Penalty: 5458.123535
	Iteration 21Q: 3 clusters Score -7593642 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 59626 members 
Entering Unmasked Estep 
Score: -7593677.000000 Penalty: 5458.123535
	Iteration 22Q: 3 clusters Score -7593677 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 59659 members 
Entering Unmasked Estep 
Score: -7593723.000000 Penalty: 5458.123535
	Iteration 23Q: 3 clusters Score -7593723 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 59677 members 
Entering Unmasked Estep 
Score: -7593746.500000 Penalty: 5458.123535
	Iteration 24Q: 3 clusters Score -7593746 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 59687 members 
Entering Unmasked Estep 
Score: -7593754.500000 Penalty: 5458.123535
	Iteration 25Q: 3 clusters Score -7593754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 59697 members 
Entering Unmasked Estep 
Score: -7593763.500000 Penalty: 5458.123535
	Iteration 26Q: 3 clusters Score -7593764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 59706 members 
Entering Unmasked Estep 
Score: -7593779.000000 Penalty: 5458.123535
	Iteration 27Q: 3 clusters Score -7593779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 59714 members 
Entering Unmasked Estep 
Score: -7593782.500000 Penalty: 5458.123535
	Iteration 28Q: 3 clusters Score -7593782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 59716 members 
Entering Unmasked Estep 
Score: -7593786.500000 Penalty: 5458.123535
	Iteration 29Q: 3 clusters Score -7593786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 59715 members 
Entering Unmasked Estep 
Score: -7593785.500000 Penalty: 5458.123535
	Iteration 30Q: 3 clusters Score -7593786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 59716 members 
Entering Unmasked Estep 
Score: -7593787.500000 Penalty: 5458.123535
	Iteration 31Q: 3 clusters Score -7593788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 59716 members 
Entering Unmasked Estep 
Score: -7593791.000000 Penalty: 5458.123535
	Iteration 32Q: 3 clusters Score -7593791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 59717 members 
Entering Unmasked Estep 
Score: -7593791.000000 Penalty: 5458.123535
	Iteration 33Q: 3 clusters Score -7593791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 59717 members 
Entering Unmasked Estep 
Score: -7593791.000000 Penalty: 5458.123535
	Iteration 34F: 3 clusters Score -7593791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (41896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41896 members 
Entering Unmasked Estep 
Score: -5289220.000000 Penalty: 2639.450439
	Iteration 0F: 2 clusters Score -5289220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -5260814.000000 Penalty: 5278.900879
	Iteration 0F: 3 clusters Score -5260814 nChanged 19248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -5271467.000000 Penalty: 5278.900879
	Iteration 1F: 3 clusters Score -5271467 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -5271871.500000 Penalty: 5278.900879
	Iteration 2Q: 3 clusters Score -5271872 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -5272306.000000 Penalty: 5278.900879
	Iteration 3Q: 3 clusters Score -5272306 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -5272787.000000 Penalty: 5278.900879
	Iteration 4Q: 3 clusters Score -5272787 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -5273455.000000 Penalty: 5278.900879
	Iteration 5Q: 3 clusters Score -5273455 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -5274601.000000 Penalty: 5278.900879
	Iteration 6F: 3 clusters Score -5274601 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -5276447.000000 Penalty: 5278.900879
	Iteration 7F: 3 clusters Score -5276447 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -5279133.500000 Penalty: 5278.900879
	Iteration 8F: 3 clusters Score -5279134 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37097 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -5282229.500000 Penalty: 5278.900879
	Iteration 9F: 3 clusters Score -5282230 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39572 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -5284682.500000 Penalty: 5278.900879
	Iteration 10F: 3 clusters Score -5284682 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40861 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -5285930.000000 Penalty: 5278.900879
	Iteration 11Q: 3 clusters Score -5285930 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41381 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5286452.000000 Penalty: 5278.900879
	Iteration 12Q: 3 clusters Score -5286452 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41559 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5286682.000000 Penalty: 5278.900879
	Iteration 13Q: 3 clusters Score -5286682 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41619 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5286756.500000 Penalty: 5278.900879
	Iteration 14Q: 3 clusters Score -5286756 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41645 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5286802.500000 Penalty: 5278.900879
	Iteration 15Q: 3 clusters Score -5286802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41655 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5286822.000000 Penalty: 5278.900879
	Iteration 16Q: 3 clusters Score -5286822 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41662 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5286834.500000 Penalty: 5278.900879
	Iteration 17Q: 3 clusters Score -5286834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5286847.500000 Penalty: 5278.900879
	Iteration 18Q: 3 clusters Score -5286848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41667 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -5286852.000000 Penalty: 5278.900879
	Iteration 19Q: 3 clusters Score -5286852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5286851.000000 Penalty: 5278.900879
	Iteration 20F: 3 clusters Score -5286851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41665 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5286850.500000 Penalty: 5278.900879
	Iteration 21Q: 3 clusters Score -5286850 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41665 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5286850.500000 Penalty: 5278.900879
	Iteration 22F: 3 clusters Score -5286850 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Entering Unmasked Estep 
Score: -2661709.000000 Penalty: 2480.815186
	Iteration 0F: 2 clusters Score -2661709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -2646408.000000 Penalty: 4961.630371
	Iteration 0F: 3 clusters Score -2646408 nChanged 9707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -2651724.500000 Penalty: 4961.630371
	Iteration 1F: 3 clusters Score -2651724 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -2652127.000000 Penalty: 4961.630371
	Iteration 2F: 3 clusters Score -2652127 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -2652558.500000 Penalty: 4961.630371
	Iteration 3Q: 3 clusters Score -2652558 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -2652953.250000 Penalty: 4961.630371
	Iteration 4Q: 3 clusters Score -2652953 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -2653348.000000 Penalty: 4961.630371
	Iteration 5Q: 3 clusters Score -2653348 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -2653759.750000 Penalty: 4961.630371
	Iteration 6Q: 3 clusters Score -2653760 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -2654197.750000 Penalty: 4961.630371
	Iteration 7Q: 3 clusters Score -2654198 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -2654701.500000 Penalty: 4961.630371
	Iteration 8Q: 3 clusters Score -2654702 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -2655226.250000 Penalty: 4961.630371
	Iteration 9Q: 3 clusters Score -2655226 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -2655780.000000 Penalty: 4961.630371
	Iteration 10Q: 3 clusters Score -2655780 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -2656403.500000 Penalty: 4961.630371
	Iteration 11Q: 3 clusters Score -2656404 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -2656996.500000 Penalty: 4961.630371
	Iteration 12Q: 3 clusters Score -2656996 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -2657565.500000 Penalty: 4961.630371
	Iteration 13Q: 3 clusters Score -2657566 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -2658050.500000 Penalty: 4961.630371
	Iteration 14Q: 3 clusters Score -2658050 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -2658410.750000 Penalty: 4961.630371
	Iteration 15Q: 3 clusters Score -2658411 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -2658709.750000 Penalty: 4961.630371
	Iteration 16Q: 3 clusters Score -2658710 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -2658945.500000 Penalty: 4961.630371
	Iteration 17Q: 3 clusters Score -2658946 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -2659132.000000 Penalty: 4961.630371
	Iteration 18Q: 3 clusters Score -2659132 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -2659287.250000 Penalty: 4961.630371
	Iteration 19Q: 3 clusters Score -2659287 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -2659393.250000 Penalty: 4961.630371
	Iteration 20F: 3 clusters Score -2659393 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 20035 members 
Entering Unmasked Estep 
Score: -2659474.750000 Penalty: 4961.630371
	Iteration 21Q: 3 clusters Score -2659475 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -2659540.750000 Penalty: 4961.630371
	Iteration 22Q: 3 clusters Score -2659541 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -2659579.500000 Penalty: 4961.630371
	Iteration 23Q: 3 clusters Score -2659580 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -2659626.250000 Penalty: 4961.630371
	Iteration 24Q: 3 clusters Score -2659626 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -2659658.250000 Penalty: 4961.630371
	Iteration 25Q: 3 clusters Score -2659658 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -2659690.000000 Penalty: 4961.630371
	Iteration 26Q: 3 clusters Score -2659690 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -2659717.750000 Penalty: 4961.630371
	Iteration 27Q: 3 clusters Score -2659718 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -2659742.500000 Penalty: 4961.630371
	Iteration 28Q: 3 clusters Score -2659742 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -2659757.750000 Penalty: 4961.630371
	Iteration 29Q: 3 clusters Score -2659758 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -2659772.000000 Penalty: 4961.630371
	Iteration 30Q: 3 clusters Score -2659772 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -2659784.500000 Penalty: 4961.630371
	Iteration 31Q: 3 clusters Score -2659784 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -2659796.750000 Penalty: 4961.630371
	Iteration 32Q: 3 clusters Score -2659797 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -2659800.250000 Penalty: 4961.630371
	Iteration 33Q: 3 clusters Score -2659800 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -2659817.750000 Penalty: 4961.630371
	Iteration 34Q: 3 clusters Score -2659818 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -2659814.250000 Penalty: 4961.630371
	Iteration 35Q: 3 clusters Score -2659814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 20833 members 
Entering Unmasked Estep 
Score: -2659819.500000 Penalty: 4961.630371
	Iteration 36Q: 3 clusters Score -2659820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -2659820.750000 Penalty: 4961.630371
	Iteration 37Q: 3 clusters Score -2659821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -2659824.750000 Penalty: 4961.630371
	Iteration 38Q: 3 clusters Score -2659825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -2659827.500000 Penalty: 4961.630371
	Iteration 39Q: 3 clusters Score -2659828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -2659822.750000 Penalty: 4961.630371
	Iteration 40F: 3 clusters Score -2659823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -2659827.750000 Penalty: 4961.630371
	Iteration 41Q: 3 clusters Score -2659828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -2659829.000000 Penalty: 4961.630371
	Iteration 42Q: 3 clusters Score -2659829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -2659829.750000 Penalty: 4961.630371
	Iteration 43Q: 3 clusters Score -2659830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -2659829.750000 Penalty: 4961.630371
	Iteration 44Q: 3 clusters Score -2659830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -2659835.000000 Penalty: 4961.630371
	Iteration 45Q: 3 clusters Score -2659835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -2659837.500000 Penalty: 4961.630371
	Iteration 46Q: 3 clusters Score -2659838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -2659838.500000 Penalty: 4961.630371
	Iteration 47Q: 3 clusters Score -2659838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -2659836.750000 Penalty: 4961.630371
	Iteration 48Q: 3 clusters Score -2659837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -2659836.000000 Penalty: 4961.630371
	Iteration 49Q: 3 clusters Score -2659836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -2659836.750000 Penalty: 4961.630371
	Iteration 50Q: 3 clusters Score -2659837 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -2659837.750000 Penalty: 4961.630371
	Iteration 51Q: 3 clusters Score -2659838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -2659837.750000 Penalty: 4961.630371
	Iteration 52F: 3 clusters Score -2659838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -884706.750000 Penalty: 2212.190186
	Iteration 0F: 2 clusters Score -884706.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -878615.562500 Penalty: 4424.380371
	Iteration 0F: 3 clusters Score -878615.6 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -880383.437500 Penalty: 4424.380371
	Iteration 1F: 3 clusters Score -880383.4 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -880802.437500 Penalty: 4424.380371
	Iteration 2F: 3 clusters Score -880802.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -881160.562500 Penalty: 4424.380371
	Iteration 3F: 3 clusters Score -881160.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -881451.687500 Penalty: 4424.380371
	Iteration 4F: 3 clusters Score -881451.7 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -881689.500000 Penalty: 4424.380371
	Iteration 5Q: 3 clusters Score -881689.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -881870.812500 Penalty: 4424.380371
	Iteration 6Q: 3 clusters Score -881870.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -882015.312500 Penalty: 4424.380371
	Iteration 7Q: 3 clusters Score -882015.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -882138.062500 Penalty: 4424.380371
	Iteration 8Q: 3 clusters Score -882138.1 nChanged 218
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: -882243.250000 Penalty: 4424.380371
	Iteration 9Q: 3 clusters Score -882243.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -882361.000000 Penalty: 4424.380371
	Iteration 10Q: 3 clusters Score -882361 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -882480.562500 Penalty: 4424.380371
	Iteration 11Q: 3 clusters Score -882480.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -882573.750000 Penalty: 4424.380371
	Iteration 12Q: 3 clusters Score -882573.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -882658.000000 Penalty: 4424.380371
	Iteration 13Q: 3 clusters Score -882658 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -882727.187500 Penalty: 4424.380371
	Iteration 14Q: 3 clusters Score -882727.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -882801.875000 Penalty: 4424.380371
	Iteration 15Q: 3 clusters Score -882801.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -882878.812500 Penalty: 4424.380371
	Iteration 16Q: 3 clusters Score -882878.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -882951.062500 Penalty: 4424.380371
	Iteration 17Q: 3 clusters Score -882951.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -883008.250000 Penalty: 4424.380371
	Iteration 18Q: 3 clusters Score -883008.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -883050.625000 Penalty: 4424.380371
	Iteration 19Q: 3 clusters Score -883050.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -883083.062500 Penalty: 4424.380371
	Iteration 20F: 3 clusters Score -883083.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -883110.375000 Penalty: 4424.380371
	Iteration 21Q: 3 clusters Score -883110.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -883125.250000 Penalty: 4424.380371
	Iteration 22Q: 3 clusters Score -883125.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -883147.812500 Penalty: 4424.380371
	Iteration 23Q: 3 clusters Score -883147.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -883170.312500 Penalty: 4424.380371
	Iteration 24Q: 3 clusters Score -883170.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -883189.812500 Penalty: 4424.380371
	Iteration 25Q: 3 clusters Score -883189.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -883208.000000 Penalty: 4424.380371
	Iteration 26Q: 3 clusters Score -883208 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -883219.500000 Penalty: 4424.380371
	Iteration 27Q: 3 clusters Score -883219.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -883231.000000 Penalty: 4424.380371
	Iteration 28Q: 3 clusters Score -883231 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -883238.000000 Penalty: 4424.380371
	Iteration 29Q: 3 clusters Score -883238 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -883244.750000 Penalty: 4424.380371
	Iteration 30Q: 3 clusters Score -883244.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -883251.750000 Penalty: 4424.380371
	Iteration 31Q: 3 clusters Score -883251.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -883262.312500 Penalty: 4424.380371
	Iteration 32Q: 3 clusters Score -883262.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -883271.500000 Penalty: 4424.380371
	Iteration 33Q: 3 clusters Score -883271.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -883281.875000 Penalty: 4424.380371
	Iteration 34Q: 3 clusters Score -883281.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -883284.250000 Penalty: 4424.380371
	Iteration 35Q: 3 clusters Score -883284.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -883291.687500 Penalty: 4424.380371
	Iteration 36Q: 3 clusters Score -883291.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -883294.937500 Penalty: 4424.380371
	Iteration 37Q: 3 clusters Score -883294.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -883303.250000 Penalty: 4424.380371
	Iteration 38Q: 3 clusters Score -883303.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -883308.437500 Penalty: 4424.380371
	Iteration 39Q: 3 clusters Score -883308.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -883319.375000 Penalty: 4424.380371
	Iteration 40F: 3 clusters Score -883319.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -883332.562500 Penalty: 4424.380371
	Iteration 41Q: 3 clusters Score -883332.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -883341.937500 Penalty: 4424.380371
	Iteration 42Q: 3 clusters Score -883341.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -883351.250000 Penalty: 4424.380371
	Iteration 43Q: 3 clusters Score -883351.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -883366.187500 Penalty: 4424.380371
	Iteration 44Q: 3 clusters Score -883366.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -883374.750000 Penalty: 4424.380371
	Iteration 45Q: 3 clusters Score -883374.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -883382.312500 Penalty: 4424.380371
	Iteration 46Q: 3 clusters Score -883382.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -883389.875000 Penalty: 4424.380371
	Iteration 47Q: 3 clusters Score -883389.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -883394.437500 Penalty: 4424.380371
	Iteration 48Q: 3 clusters Score -883394.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -883401.750000 Penalty: 4424.380371
	Iteration 49Q: 3 clusters Score -883401.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -883405.500000 Penalty: 4424.380371
	Iteration 50Q: 3 clusters Score -883405.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -883408.687500 Penalty: 4424.380371
	Iteration 51Q: 3 clusters Score -883408.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -883413.375000 Penalty: 4424.380371
	Iteration 52Q: 3 clusters Score -883413.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -883417.250000 Penalty: 4424.380371
	Iteration 53Q: 3 clusters Score -883417.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -883422.937500 Penalty: 4424.380371
	Iteration 54Q: 3 clusters Score -883422.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -883426.437500 Penalty: 4424.380371
	Iteration 55Q: 3 clusters Score -883426.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -883428.437500 Penalty: 4424.380371
	Iteration 56Q: 3 clusters Score -883428.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -883428.625000 Penalty: 4424.380371
	Iteration 57Q: 3 clusters Score -883428.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -883432.250000 Penalty: 4424.380371
	Iteration 58Q: 3 clusters Score -883432.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -883434.812500 Penalty: 4424.380371
	Iteration 59Q: 3 clusters Score -883434.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -883437.937500 Penalty: 4424.380371
	Iteration 60F: 3 clusters Score -883437.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -883442.375000 Penalty: 4424.380371
	Iteration 61Q: 3 clusters Score -883442.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -883450.375000 Penalty: 4424.380371
	Iteration 62Q: 3 clusters Score -883450.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -883454.437500 Penalty: 4424.380371
	Iteration 63Q: 3 clusters Score -883454.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -883458.000000 Penalty: 4424.380371
	Iteration 64Q: 3 clusters Score -883458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -883460.000000 Penalty: 4424.380371
	Iteration 65Q: 3 clusters Score -883460 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -883458.437500 Penalty: 4424.380371
	Iteration 66Q: 3 clusters Score -883458.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -883461.812500 Penalty: 4424.380371
	Iteration 67Q: 3 clusters Score -883461.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -883461.937500 Penalty: 4424.380371
	Iteration 68Q: 3 clusters Score -883461.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -883462.625000 Penalty: 4424.380371
	Iteration 69Q: 3 clusters Score -883462.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -883464.750000 Penalty: 4424.380371
	Iteration 70Q: 3 clusters Score -883464.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -883465.187500 Penalty: 4424.380371
	Iteration 71Q: 3 clusters Score -883465.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -883467.312500 Penalty: 4424.380371
	Iteration 72Q: 3 clusters Score -883467.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -883469.125000 Penalty: 4424.380371
	Iteration 73Q: 3 clusters Score -883469.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -883472.062500 Penalty: 4424.380371
	Iteration 74Q: 3 clusters Score -883472.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -883472.250000 Penalty: 4424.380371
	Iteration 75Q: 3 clusters Score -883472.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -883474.000000 Penalty: 4424.380371
	Iteration 76Q: 3 clusters Score -883474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -883475.125000 Penalty: 4424.380371
	Iteration 77Q: 3 clusters Score -883475.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -883475.250000 Penalty: 4424.380371
	Iteration 78Q: 3 clusters Score -883475.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -883475.250000 Penalty: 4424.380371
	Iteration 79F: 3 clusters Score -883475.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Entering Unmasked Estep 
Score: -2267816.000000 Penalty: 2428.720215
	Iteration 0F: 2 clusters Score -2267816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -2255028.750000 Penalty: 4857.440430
	Iteration 0F: 3 clusters Score -2255029 nChanged 7833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -2259228.250000 Penalty: 4857.440430
	Iteration 1F: 3 clusters Score -2259228 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -2259578.750000 Penalty: 4857.440430
	Iteration 2F: 3 clusters Score -2259579 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -2259849.250000 Penalty: 4857.440430
	Iteration 3Q: 3 clusters Score -2259849 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -2260071.500000 Penalty: 4857.440430
	Iteration 4Q: 3 clusters Score -2260072 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -2260269.500000 Penalty: 4857.440430
	Iteration 5Q: 3 clusters Score -2260270 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -2260418.250000 Penalty: 4857.440430
	Iteration 6Q: 3 clusters Score -2260418 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -2260571.500000 Penalty: 4857.440430
	Iteration 7Q: 3 clusters Score -2260572 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -2260749.250000 Penalty: 4857.440430
	Iteration 8Q: 3 clusters Score -2260749 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -2260948.250000 Penalty: 4857.440430
	Iteration 9Q: 3 clusters Score -2260948 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -2261193.750000 Penalty: 4857.440430
	Iteration 10Q: 3 clusters Score -2261194 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -2261506.500000 Penalty: 4857.440430
	Iteration 11Q: 3 clusters Score -2261506 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -2261926.000000 Penalty: 4857.440430
	Iteration 12Q: 3 clusters Score -2261926 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -2262495.750000 Penalty: 4857.440430
	Iteration 13Q: 3 clusters Score -2262496 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -2263182.500000 Penalty: 4857.440430
	Iteration 14Q: 3 clusters Score -2263182 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -2263827.000000 Penalty: 4857.440430
	Iteration 15Q: 3 clusters Score -2263827 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -2264280.250000 Penalty: 4857.440430
	Iteration 16Q: 3 clusters Score -2264280 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -2264577.500000 Penalty: 4857.440430
	Iteration 17Q: 3 clusters Score -2264578 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -2264792.250000 Penalty: 4857.440430
	Iteration 18Q: 3 clusters Score -2264792 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -2264921.750000 Penalty: 4857.440430
	Iteration 19Q: 3 clusters Score -2264922 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -2265037.000000 Penalty: 4857.440430
	Iteration 20F: 3 clusters Score -2265037 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -2265141.500000 Penalty: 4857.440430
	Iteration 21Q: 3 clusters Score -2265142 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2265236.750000 Penalty: 4857.440430
	Iteration 22Q: 3 clusters Score -2265237 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2265307.000000 Penalty: 4857.440430
	Iteration 23Q: 3 clusters Score -2265307 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2265385.250000 Penalty: 4857.440430
	Iteration 24Q: 3 clusters Score -2265385 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2265465.000000 Penalty: 4857.440430
	Iteration 25Q: 3 clusters Score -2265465 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2265532.250000 Penalty: 4857.440430
	Iteration 26Q: 3 clusters Score -2265532 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2265586.250000 Penalty: 4857.440430
	Iteration 27Q: 3 clusters Score -2265586 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2265629.500000 Penalty: 4857.440430
	Iteration 28Q: 3 clusters Score -2265630 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2265665.000000 Penalty: 4857.440430
	Iteration 29Q: 3 clusters Score -2265665 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2265689.250000 Penalty: 4857.440430
	Iteration 30Q: 3 clusters Score -2265689 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -2265707.000000 Penalty: 4857.440430
	Iteration 31Q: 3 clusters Score -2265707 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2265717.750000 Penalty: 4857.440430
	Iteration 32Q: 3 clusters Score -2265718 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2265729.250000 Penalty: 4857.440430
	Iteration 33Q: 3 clusters Score -2265729 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2265746.500000 Penalty: 4857.440430
	Iteration 34Q: 3 clusters Score -2265746 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2265751.500000 Penalty: 4857.440430
	Iteration 35Q: 3 clusters Score -2265752 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2265761.500000 Penalty: 4857.440430
	Iteration 36Q: 3 clusters Score -2265762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -2265765.750000 Penalty: 4857.440430
	Iteration 37Q: 3 clusters Score -2265766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2265772.750000 Penalty: 4857.440430
	Iteration 38Q: 3 clusters Score -2265773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2265771.000000 Penalty: 4857.440430
	Iteration 39Q: 3 clusters Score -2265771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2265773.500000 Penalty: 4857.440430
	Iteration 40F: 3 clusters Score -2265774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2265774.000000 Penalty: 4857.440430
	Iteration 41Q: 3 clusters Score -2265774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2265776.750000 Penalty: 4857.440430
	Iteration 42Q: 3 clusters Score -2265777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2265779.750000 Penalty: 4857.440430
	Iteration 43Q: 3 clusters Score -2265780 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2265779.500000 Penalty: 4857.440430
	Iteration 44Q: 3 clusters Score -2265780 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -2265781.250000 Penalty: 4857.440430
	Iteration 45Q: 3 clusters Score -2265781 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2265783.000000 Penalty: 4857.440430
	Iteration 46Q: 3 clusters Score -2265783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -2265786.750000 Penalty: 4857.440430
	Iteration 47Q: 3 clusters Score -2265787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2265791.500000 Penalty: 4857.440430
	Iteration 48Q: 3 clusters Score -2265792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2265800.500000 Penalty: 4857.440430
	Iteration 49Q: 3 clusters Score -2265800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2265803.500000 Penalty: 4857.440430
	Iteration 50Q: 3 clusters Score -2265804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2265802.500000 Penalty: 4857.440430
	Iteration 51Q: 3 clusters Score -2265802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2265800.250000 Penalty: 4857.440430
	Iteration 52Q: 3 clusters Score -2265800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2265809.250000 Penalty: 4857.440430
	Iteration 53Q: 3 clusters Score -2265809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2265813.500000 Penalty: 4857.440430
	Iteration 54Q: 3 clusters Score -2265814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2265817.000000 Penalty: 4857.440430
	Iteration 55Q: 3 clusters Score -2265817 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2265818.750000 Penalty: 4857.440430
	Iteration 56Q: 3 clusters Score -2265819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2265819.500000 Penalty: 4857.440430
	Iteration 57Q: 3 clusters Score -2265820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2265818.750000 Penalty: 4857.440430
	Iteration 58Q: 3 clusters Score -2265819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2265816.250000 Penalty: 4857.440430
	Iteration 59Q: 3 clusters Score -2265816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2265818.500000 Penalty: 4857.440430
	Iteration 60F: 3 clusters Score -2265818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2265817.500000 Penalty: 4857.440430
	Iteration 61Q: 3 clusters Score -2265818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2265817.500000 Penalty: 4857.440430
	Iteration 62F: 3 clusters Score -2265818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Entering Unmasked Estep 
Score: -4300603.500000 Penalty: 2589.651367
	Iteration 0F: 2 clusters Score -4300604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 17109 members 
Entering Unmasked Estep 
Score: -4277236.000000 Penalty: 5179.302734
	Iteration 0F: 3 clusters Score -4277236 nChanged 15521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -4285861.500000 Penalty: 5179.302734
	Iteration 1F: 3 clusters Score -4285862 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -4286439.000000 Penalty: 5179.302734
	Iteration 2Q: 3 clusters Score -4286439 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -4287073.000000 Penalty: 5179.302734
	Iteration 3Q: 3 clusters Score -4287073 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -4287761.500000 Penalty: 5179.302734
	Iteration 4Q: 3 clusters Score -4287762 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -4288540.500000 Penalty: 5179.302734
	Iteration 5Q: 3 clusters Score -4288540 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -4289350.000000 Penalty: 5179.302734
	Iteration 6Q: 3 clusters Score -4289350 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -4290131.500000 Penalty: 5179.302734
	Iteration 7Q: 3 clusters Score -4290132 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -4290968.500000 Penalty: 5179.302734
	Iteration 8Q: 3 clusters Score -4290968 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -4291911.500000 Penalty: 5179.302734
	Iteration 9Q: 3 clusters Score -4291912 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -4292919.000000 Penalty: 5179.302734
	Iteration 10Q: 3 clusters Score -4292919 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -4293838.500000 Penalty: 5179.302734
	Iteration 11Q: 3 clusters Score -4293838 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -4294462.500000 Penalty: 5179.302734
	Iteration 12Q: 3 clusters Score -4294462 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -4294999.000000 Penalty: 5179.302734
	Iteration 13Q: 3 clusters Score -4294999 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -4295395.000000 Penalty: 5179.302734
	Iteration 14Q: 3 clusters Score -4295395 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -4295722.500000 Penalty: 5179.302734
	Iteration 15Q: 3 clusters Score -4295722 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -4296013.500000 Penalty: 5179.302734
	Iteration 16Q: 3 clusters Score -4296014 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -4296260.000000 Penalty: 5179.302734
	Iteration 17Q: 3 clusters Score -4296260 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -4296478.500000 Penalty: 5179.302734
	Iteration 18Q: 3 clusters Score -4296478 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -4296630.500000 Penalty: 5179.302734
	Iteration 19Q: 3 clusters Score -4296630 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -4296745.000000 Penalty: 5179.302734
	Iteration 20F: 3 clusters Score -4296745 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -4296854.500000 Penalty: 5179.302734
	Iteration 21Q: 3 clusters Score -4296854 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
Score: -4296936.500000 Penalty: 5179.302734
	Iteration 22Q: 3 clusters Score -4296936 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 26376 members 
Entering Unmasked Estep 
Score: -4297004.500000 Penalty: 5179.302734
	Iteration 23Q: 3 clusters Score -4297004 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -4297071.500000 Penalty: 5179.302734
	Iteration 24Q: 3 clusters Score -4297072 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -4297112.000000 Penalty: 5179.302734
	Iteration 25Q: 3 clusters Score -4297112 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -4297178.500000 Penalty: 5179.302734
	Iteration 26Q: 3 clusters Score -4297178 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 27335 members 
Entering Unmasked Estep 
Score: -4297230.500000 Penalty: 5179.302734
	Iteration 27Q: 3 clusters Score -4297230 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 27535 members 
Entering Unmasked Estep 
Score: -4297271.000000 Penalty: 5179.302734
	Iteration 28Q: 3 clusters Score -4297271 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -4297324.500000 Penalty: 5179.302734
	Iteration 29Q: 3 clusters Score -4297324 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 27913 members 
Entering Unmasked Estep 
Score: -4297343.500000 Penalty: 5179.302734
	Iteration 30Q: 3 clusters Score -4297344 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 28098 members 
Entering Unmasked Estep 
Score: -4297377.000000 Penalty: 5179.302734
	Iteration 31Q: 3 clusters Score -4297377 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 28273 members 
Entering Unmasked Estep 
Score: -4297422.500000 Penalty: 5179.302734
	Iteration 32Q: 3 clusters Score -4297422 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -4297452.500000 Penalty: 5179.302734
	Iteration 33Q: 3 clusters Score -4297452 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -4297493.000000 Penalty: 5179.302734
	Iteration 34Q: 3 clusters Score -4297493 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -4297528.000000 Penalty: 5179.302734
	Iteration 35Q: 3 clusters Score -4297528 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
Score: -4297571.000000 Penalty: 5179.302734
	Iteration 36Q: 3 clusters Score -4297571 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 29086 members 
Entering Unmasked Estep 
Score: -4297610.500000 Penalty: 5179.302734
	Iteration 37Q: 3 clusters Score -4297610 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -4297640.500000 Penalty: 5179.302734
	Iteration 38Q: 3 clusters Score -4297640 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 29410 members 
Entering Unmasked Estep 
Score: -4297695.500000 Penalty: 5179.302734
	Iteration 39Q: 3 clusters Score -4297696 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -4297743.000000 Penalty: 5179.302734
	Iteration 40F: 3 clusters Score -4297743 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -4297783.500000 Penalty: 5179.302734
	Iteration 41Q: 3 clusters Score -4297784 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -4297831.000000 Penalty: 5179.302734
	Iteration 42Q: 3 clusters Score -4297831 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
Score: -4297884.500000 Penalty: 5179.302734
	Iteration 43Q: 3 clusters Score -4297884 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -4297935.000000 Penalty: 5179.302734
	Iteration 44Q: 3 clusters Score -4297935 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 30468 members 
Entering Unmasked Estep 
Score: -4297976.500000 Penalty: 5179.302734
	Iteration 45Q: 3 clusters Score -4297976 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 30615 members 
Entering Unmasked Estep 
Score: -4298022.500000 Penalty: 5179.302734
	Iteration 46Q: 3 clusters Score -4298022 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 30748 members 
Entering Unmasked Estep 
Score: -4298060.000000 Penalty: 5179.302734
	Iteration 47Q: 3 clusters Score -4298060 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 30863 members 
Entering Unmasked Estep 
Score: -4298089.000000 Penalty: 5179.302734
	Iteration 48Q: 3 clusters Score -4298089 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 30986 members 
Entering Unmasked Estep 
Score: -4298121.000000 Penalty: 5179.302734
	Iteration 49Q: 3 clusters Score -4298121 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -4298139.500000 Penalty: 5179.302734
	Iteration 50Q: 3 clusters Score -4298140 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -4298157.500000 Penalty: 5179.302734
	Iteration 51Q: 3 clusters Score -4298158 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 31326 members 
Entering Unmasked Estep 
Score: -4298194.500000 Penalty: 5179.302734
	Iteration 52Q: 3 clusters Score -4298194 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -4298228.500000 Penalty: 5179.302734
	Iteration 53Q: 3 clusters Score -4298228 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
Score: -4298255.500000 Penalty: 5179.302734
	Iteration 54Q: 3 clusters Score -4298256 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 31654 members 
Entering Unmasked Estep 
Score: -4298283.000000 Penalty: 5179.302734
	Iteration 55Q: 3 clusters Score -4298283 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 31764 members 
Entering Unmasked Estep 
Score: -4298320.000000 Penalty: 5179.302734
	Iteration 56Q: 3 clusters Score -4298320 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 31875 members 
Entering Unmasked Estep 
Score: -4298343.500000 Penalty: 5179.302734
	Iteration 57Q: 3 clusters Score -4298344 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 32003 members 
Entering Unmasked Estep 
Score: -4298381.000000 Penalty: 5179.302734
	Iteration 58Q: 3 clusters Score -4298381 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 32114 members 
Entering Unmasked Estep 
Score: -4298420.000000 Penalty: 5179.302734
	Iteration 59Q: 3 clusters Score -4298420 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 32208 members 
Entering Unmasked Estep 
Score: -4298442.000000 Penalty: 5179.302734
	Iteration 60F: 3 clusters Score -4298442 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 32276 members 
Entering Unmasked Estep 
Score: -4298473.000000 Penalty: 5179.302734
	Iteration 61Q: 3 clusters Score -4298473 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 32334 members 
Entering Unmasked Estep 
Score: -4298491.500000 Penalty: 5179.302734
	Iteration 62Q: 3 clusters Score -4298492 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 32398 members 
Entering Unmasked Estep 
Score: -4298514.500000 Penalty: 5179.302734
	Iteration 63Q: 3 clusters Score -4298514 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 32462 members 
Entering Unmasked Estep 
Score: -4298533.000000 Penalty: 5179.302734
	Iteration 64Q: 3 clusters Score -4298533 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
Score: -4298555.000000 Penalty: 5179.302734
	Iteration 65Q: 3 clusters Score -4298555 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 32569 members 
Entering Unmasked Estep 
Score: -4298564.000000 Penalty: 5179.302734
	Iteration 66Q: 3 clusters Score -4298564 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 32606 members 
Entering Unmasked Estep 
Score: -4298573.000000 Penalty: 5179.302734
	Iteration 67Q: 3 clusters Score -4298573 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 32646 members 
Entering Unmasked Estep 
Score: -4298586.500000 Penalty: 5179.302734
	Iteration 68Q: 3 clusters Score -4298586 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 32681 members 
Entering Unmasked Estep 
Score: -4298600.000000 Penalty: 5179.302734
	Iteration 69Q: 3 clusters Score -4298600 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 32715 members 
Entering Unmasked Estep 
Score: -4298610.500000 Penalty: 5179.302734
	Iteration 70Q: 3 clusters Score -4298610 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -4298618.000000 Penalty: 5179.302734
	Iteration 71Q: 3 clusters Score -4298618 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 32784 members 
Entering Unmasked Estep 
Score: -4298624.000000 Penalty: 5179.302734
	Iteration 72Q: 3 clusters Score -4298624 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 32820 members 
Entering Unmasked Estep 
Score: -4298641.500000 Penalty: 5179.302734
	Iteration 73Q: 3 clusters Score -4298642 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -4298637.500000 Penalty: 5179.302734
	Iteration 74Q: 3 clusters Score -4298638 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -4298647.000000 Penalty: 5179.302734
	Iteration 75Q: 3 clusters Score -4298647 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -4298651.000000 Penalty: 5179.302734
	Iteration 76Q: 3 clusters Score -4298651 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -4298653.500000 Penalty: 5179.302734
	Iteration 77Q: 3 clusters Score -4298654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -4298659.500000 Penalty: 5179.302734
	Iteration 78Q: 3 clusters Score -4298660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 32946 members 
Entering Unmasked Estep 
Score: -4298667.000000 Penalty: 5179.302734
	Iteration 79Q: 3 clusters Score -4298667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -4298670.000000 Penalty: 5179.302734
	Iteration 80F: 3 clusters Score -4298670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 32975 members 
Entering Unmasked Estep 
Score: -4298679.000000 Penalty: 5179.302734
	Iteration 81Q: 3 clusters Score -4298679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
Score: -4298684.000000 Penalty: 5179.302734
	Iteration 82Q: 3 clusters Score -4298684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 33003 members 
Entering Unmasked Estep 
Score: -4298697.500000 Penalty: 5179.302734
	Iteration 83Q: 3 clusters Score -4298698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -4298696.000000 Penalty: 5179.302734
	Iteration 84Q: 3 clusters Score -4298696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 33027 members 
Entering Unmasked Estep 
Score: -4298699.500000 Penalty: 5179.302734
	Iteration 85Q: 3 clusters Score -4298700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -4298700.000000 Penalty: 5179.302734
	Iteration 86Q: 3 clusters Score -4298700 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 33043 members 
Entering Unmasked Estep 
Score: -4298707.000000 Penalty: 5179.302734
	Iteration 87Q: 3 clusters Score -4298707 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 33050 members 
Entering Unmasked Estep 
Score: -4298711.000000 Penalty: 5179.302734
	Iteration 88Q: 3 clusters Score -4298711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 33060 members 
Entering Unmasked Estep 
Score: -4298716.000000 Penalty: 5179.302734
	Iteration 89Q: 3 clusters Score -4298716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -4298722.000000 Penalty: 5179.302734
	Iteration 90Q: 3 clusters Score -4298722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -4298723.500000 Penalty: 5179.302734
	Iteration 91Q: 3 clusters Score -4298724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 33083 members 
Entering Unmasked Estep 
Score: -4298722.500000 Penalty: 5179.302734
	Iteration 92Q: 3 clusters Score -4298722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -4298723.000000 Penalty: 5179.302734
	Iteration 93Q: 3 clusters Score -4298723 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
Score: -4298725.500000 Penalty: 5179.302734
	Iteration 94Q: 3 clusters Score -4298726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 33104 members 
Entering Unmasked Estep 
Score: -4298739.000000 Penalty: 5179.302734
	Iteration 95Q: 3 clusters Score -4298739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 33112 members 
Entering Unmasked Estep 
Score: -4298741.000000 Penalty: 5179.302734
	Iteration 96Q: 3 clusters Score -4298741 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 33117 members 
Entering Unmasked Estep 
Score: -4298736.500000 Penalty: 5179.302734
	Iteration 97Q: 3 clusters Score -4298736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -4298734.000000 Penalty: 5179.302734
	Iteration 98Q: 3 clusters Score -4298734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 33128 members 
Entering Unmasked Estep 
Score: -4298741.500000 Penalty: 5179.302734
	Iteration 99Q: 3 clusters Score -4298742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -4298742.000000 Penalty: 5179.302734
	Iteration 100F: 3 clusters Score -4298742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 33131 members 
Entering Unmasked Estep 
Score: -4298737.500000 Penalty: 5179.302734
	Iteration 101Q: 3 clusters Score -4298738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 33131 members 
Entering Unmasked Estep 
Score: -4298743.000000 Penalty: 5179.302734
	Iteration 102Q: 3 clusters Score -4298743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 33131 members 
Entering Unmasked Estep 
Score: -4298743.000000 Penalty: 5179.302734
	Iteration 103F: 3 clusters Score -4298743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Entering Unmasked Estep 
Score: -256190.625000 Penalty: 1901.455200
	Iteration 0F: 2 clusters Score -256190.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -253494.625000 Penalty: 3802.910400
	Iteration 0F: 3 clusters Score -253494.6 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -253965.187500 Penalty: 3802.910400
	Iteration 1F: 3 clusters Score -253965.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -254086.359375 Penalty: 3802.910400
	Iteration 2F: 3 clusters Score -254086.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -254160.062500 Penalty: 3802.910400
	Iteration 3Q: 3 clusters Score -254160.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -254193.609375 Penalty: 3802.910400
	Iteration 4Q: 3 clusters Score -254193.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -254216.406250 Penalty: 3802.910400
	Iteration 5Q: 3 clusters Score -254216.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -254232.031250 Penalty: 3802.910400
	Iteration 6Q: 3 clusters Score -254232 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -254239.921875 Penalty: 3802.910400
	Iteration 7Q: 3 clusters Score -254239.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -254246.218750 Penalty: 3802.910400
	Iteration 8Q: 3 clusters Score -254246.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -254252.015625 Penalty: 3802.910400
	Iteration 9Q: 3 clusters Score -254252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -254255.859375 Penalty: 3802.910400
	Iteration 10Q: 3 clusters Score -254255.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -254260.281250 Penalty: 3802.910400
	Iteration 11Q: 3 clusters Score -254260.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -254263.765625 Penalty: 3802.910400
	Iteration 12Q: 3 clusters Score -254263.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -254267.078125 Penalty: 3802.910400
	Iteration 13Q: 3 clusters Score -254267.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -254267.078125 Penalty: 3802.910400
	Iteration 14F: 3 clusters Score -254267.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Entering Unmasked Estep 
Score: -506945.156250 Penalty: 2076.469482
	Iteration 0F: 2 clusters Score -506945.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -502896.281250 Penalty: 4152.938965
	Iteration 0F: 3 clusters Score -502896.3 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -504161.968750 Penalty: 4152.938965
	Iteration 1F: 3 clusters Score -504162 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -504658.593750 Penalty: 4152.938965
	Iteration 2F: 3 clusters Score -504658.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -504979.531250 Penalty: 4152.938965
	Iteration 3F: 3 clusters Score -504979.5 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -505213.875000 Penalty: 4152.938965
	Iteration 4F: 3 clusters Score -505213.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -505442.968750 Penalty: 4152.938965
	Iteration 5F: 3 clusters Score -505443 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -505616.531250 Penalty: 4152.938965
	Iteration 6Q: 3 clusters Score -505616.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -505769.750000 Penalty: 4152.938965
	Iteration 7Q: 3 clusters Score -505769.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -505897.906250 Penalty: 4152.938965
	Iteration 8Q: 3 clusters Score -505897.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -506002.875000 Penalty: 4152.938965
	Iteration 9Q: 3 clusters Score -506002.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -506093.125000 Penalty: 4152.938965
	Iteration 10Q: 3 clusters Score -506093.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -506171.218750 Penalty: 4152.938965
	Iteration 11Q: 3 clusters Score -506171.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -506268.843750 Penalty: 4152.938965
	Iteration 12Q: 3 clusters Score -506268.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -506346.031250 Penalty: 4152.938965
	Iteration 13Q: 3 clusters Score -506346 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -506401.281250 Penalty: 4152.938965
	Iteration 14Q: 3 clusters Score -506401.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -506450.562500 Penalty: 4152.938965
	Iteration 15Q: 3 clusters Score -506450.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -506485.156250 Penalty: 4152.938965
	Iteration 16Q: 3 clusters Score -506485.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -506510.562500 Penalty: 4152.938965
	Iteration 17Q: 3 clusters Score -506510.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -506520.875000 Penalty: 4152.938965
	Iteration 18Q: 3 clusters Score -506520.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -506524.343750 Penalty: 4152.938965
	Iteration 19Q: 3 clusters Score -506524.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -506527.968750 Penalty: 4152.938965
	Iteration 20F: 3 clusters Score -506528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -506531.468750 Penalty: 4152.938965
	Iteration 21Q: 3 clusters Score -506531.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -506532.718750 Penalty: 4152.938965
	Iteration 22Q: 3 clusters Score -506532.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -506533.968750 Penalty: 4152.938965
	Iteration 23Q: 3 clusters Score -506534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -506534.468750 Penalty: 4152.938965
	Iteration 24Q: 3 clusters Score -506534.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -506533.812500 Penalty: 4152.938965
	Iteration 25Q: 3 clusters Score -506533.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -506533.812500 Penalty: 4152.938965
	Iteration 26F: 3 clusters Score -506533.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Entering Unmasked Estep 
Score: -236877.343750 Penalty: 1877.725464
	Iteration 0F: 2 clusters Score -236877.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -234282.031250 Penalty: 3755.450928
	Iteration 0F: 3 clusters Score -234282 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -234717.796875 Penalty: 3755.450928
	Iteration 1F: 3 clusters Score -234717.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -234843.609375 Penalty: 3755.450928
	Iteration 2F: 3 clusters Score -234843.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -234897.046875 Penalty: 3755.450928
	Iteration 3Q: 3 clusters Score -234897 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -234936.656250 Penalty: 3755.450928
	Iteration 4Q: 3 clusters Score -234936.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -234961.015625 Penalty: 3755.450928
	Iteration 5Q: 3 clusters Score -234961 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -234973.250000 Penalty: 3755.450928
	Iteration 6Q: 3 clusters Score -234973.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -234980.843750 Penalty: 3755.450928
	Iteration 7Q: 3 clusters Score -234980.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -234993.000000 Penalty: 3755.450928
	Iteration 8Q: 3 clusters Score -234993 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -235008.125000 Penalty: 3755.450928
	Iteration 9Q: 3 clusters Score -235008.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -235015.125000 Penalty: 3755.450928
	Iteration 10Q: 3 clusters Score -235015.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -235019.484375 Penalty: 3755.450928
	Iteration 11Q: 3 clusters Score -235019.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -235022.781250 Penalty: 3755.450928
	Iteration 12Q: 3 clusters Score -235022.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -235024.578125 Penalty: 3755.450928
	Iteration 13Q: 3 clusters Score -235024.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -235027.640625 Penalty: 3755.450928
	Iteration 14Q: 3 clusters Score -235027.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -235031.640625 Penalty: 3755.450928
	Iteration 15Q: 3 clusters Score -235031.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -235033.656250 Penalty: 3755.450928
	Iteration 16Q: 3 clusters Score -235033.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -235035.859375 Penalty: 3755.450928
	Iteration 17Q: 3 clusters Score -235035.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -235037.250000 Penalty: 3755.450928
	Iteration 18Q: 3 clusters Score -235037.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -235038.750000 Penalty: 3755.450928
	Iteration 19Q: 3 clusters Score -235038.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -235042.859375 Penalty: 3755.450928
	Iteration 20F: 3 clusters Score -235042.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -235048.515625 Penalty: 3755.450928
	Iteration 21Q: 3 clusters Score -235048.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -235050.421875 Penalty: 3755.450928
	Iteration 22Q: 3 clusters Score -235050.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -235051.500000 Penalty: 3755.450928
	Iteration 23Q: 3 clusters Score -235051.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -235053.484375 Penalty: 3755.450928
	Iteration 24Q: 3 clusters Score -235053.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -235055.390625 Penalty: 3755.450928
	Iteration 25Q: 3 clusters Score -235055.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -235059.078125 Penalty: 3755.450928
	Iteration 26Q: 3 clusters Score -235059.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -235063.203125 Penalty: 3755.450928
	Iteration 27Q: 3 clusters Score -235063.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -235070.453125 Penalty: 3755.450928
	Iteration 28Q: 3 clusters Score -235070.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -235074.640625 Penalty: 3755.450928
	Iteration 29Q: 3 clusters Score -235074.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -235075.343750 Penalty: 3755.450928
	Iteration 30Q: 3 clusters Score -235075.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -235075.343750 Penalty: 3755.450928
	Iteration 31F: 3 clusters Score -235075.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Entering Unmasked Estep 
Score: -305995.468750 Penalty: 1959.633423
	Iteration 0F: 2 clusters Score -305995.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -302957.968750 Penalty: 3919.266846
	Iteration 0F: 3 clusters Score -302958 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -303591.656250 Penalty: 3919.266846
	Iteration 1F: 3 clusters Score -303591.7 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -303752.281250 Penalty: 3919.266846
	Iteration 2F: 3 clusters Score -303752.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -303830.187500 Penalty: 3919.266846
	Iteration 3Q: 3 clusters Score -303830.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -303888.281250 Penalty: 3919.266846
	Iteration 4Q: 3 clusters Score -303888.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -303944.562500 Penalty: 3919.266846
	Iteration 5Q: 3 clusters Score -303944.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -304002.468750 Penalty: 3919.266846
	Iteration 6Q: 3 clusters Score -304002.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -304055.687500 Penalty: 3919.266846
	Iteration 7Q: 3 clusters Score -304055.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -304103.781250 Penalty: 3919.266846
	Iteration 8Q: 3 clusters Score -304103.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -304142.218750 Penalty: 3919.266846
	Iteration 9Q: 3 clusters Score -304142.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -304171.312500 Penalty: 3919.266846
	Iteration 10Q: 3 clusters Score -304171.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -304213.656250 Penalty: 3919.266846
	Iteration 11Q: 3 clusters Score -304213.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -304264.781250 Penalty: 3919.266846
	Iteration 12Q: 3 clusters Score -304264.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -304336.500000 Penalty: 3919.266846
	Iteration 13Q: 3 clusters Score -304336.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -304397.906250 Penalty: 3919.266846
	Iteration 14Q: 3 clusters Score -304397.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -304457.937500 Penalty: 3919.266846
	Iteration 15Q: 3 clusters Score -304457.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -304524.343750 Penalty: 3919.266846
	Iteration 16Q: 3 clusters Score -304524.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -304580.531250 Penalty: 3919.266846
	Iteration 17Q: 3 clusters Score -304580.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -304629.531250 Penalty: 3919.266846
	Iteration 18Q: 3 clusters Score -304629.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -304661.281250 Penalty: 3919.266846
	Iteration 19Q: 3 clusters Score -304661.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -304676.093750 Penalty: 3919.266846
	Iteration 20F: 3 clusters Score -304676.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -304690.812500 Penalty: 3919.266846
	Iteration 21Q: 3 clusters Score -304690.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -304701.968750 Penalty: 3919.266846
	Iteration 22Q: 3 clusters Score -304702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -304713.343750 Penalty: 3919.266846
	Iteration 23Q: 3 clusters Score -304713.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -304720.343750 Penalty: 3919.266846
	Iteration 24Q: 3 clusters Score -304720.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -304729.125000 Penalty: 3919.266846
	Iteration 25Q: 3 clusters Score -304729.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -304737.156250 Penalty: 3919.266846
	Iteration 26Q: 3 clusters Score -304737.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -304742.281250 Penalty: 3919.266846
	Iteration 27Q: 3 clusters Score -304742.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -304745.687500 Penalty: 3919.266846
	Iteration 28Q: 3 clusters Score -304745.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -304750.156250 Penalty: 3919.266846
	Iteration 29Q: 3 clusters Score -304750.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -304752.656250 Penalty: 3919.266846
	Iteration 30Q: 3 clusters Score -304752.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -304754.968750 Penalty: 3919.266846
	Iteration 31Q: 3 clusters Score -304755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -304756.406250 Penalty: 3919.266846
	Iteration 32Q: 3 clusters Score -304756.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -304757.281250 Penalty: 3919.266846
	Iteration 33Q: 3 clusters Score -304757.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -304757.656250 Penalty: 3919.266846
	Iteration 34Q: 3 clusters Score -304757.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -304757.656250 Penalty: 3919.266846
	Iteration 35F: 3 clusters Score -304757.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (196709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196709 members 
Entering Unmasked Estep 
Score: -24445222.000000 Penalty: 3022.991211
	Iteration 0F: 2 clusters Score -2.444522e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98351 members 
Mstep: Class 2 contains 98358 members 
Entering Unmasked Estep 
Score: -24319512.000000 Penalty: 6045.982422
	Iteration 0F: 3 clusters Score -2.431951e+07 nChanged 94151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96720 members 
Mstep: Class 2 contains 99989 members 
Entering Unmasked Estep 
Score: -24374246.000000 Penalty: 6045.982422
	Iteration 1F: 3 clusters Score -2.437425e+07 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96028 members 
Mstep: Class 2 contains 100681 members 
Entering Unmasked Estep 
Score: -24375246.000000 Penalty: 6045.982422
	Iteration 2Q: 3 clusters Score -2.437525e+07 nChanged 5064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95002 members 
Mstep: Class 2 contains 101707 members 
Entering Unmasked Estep 
Score: -24376044.000000 Penalty: 6045.982422
	Iteration 3Q: 3 clusters Score -2.437604e+07 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93377 members 
Mstep: Class 2 contains 103332 members 
Entering Unmasked Estep 
Score: -24377172.000000 Penalty: 6045.982422
	Iteration 4Q: 3 clusters Score -2.437717e+07 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90790 members 
Mstep: Class 2 contains 105919 members 
Entering Unmasked Estep 
Score: -24378554.000000 Penalty: 6045.982422
	Iteration 5Q: 3 clusters Score -2.437855e+07 nChanged 6410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87008 members 
Mstep: Class 2 contains 109701 members 
Entering Unmasked Estep 
Score: -24380522.000000 Penalty: 6045.982422
	Iteration 6Q: 3 clusters Score -2.438052e+07 nChanged 7758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81418 members 
Mstep: Class 2 contains 115291 members 
Entering Unmasked Estep 
Score: -24383478.000000 Penalty: 6045.982422
	Iteration 7Q: 3 clusters Score -2.438348e+07 nChanged 9864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73476 members 
Mstep: Class 2 contains 123233 members 
Entering Unmasked Estep 
Score: -24388686.000000 Penalty: 6045.982422
	Iteration 8F: 3 clusters Score -2.438869e+07 nChanged 12624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62932 members 
Mstep: Class 2 contains 133777 members 
Entering Unmasked Estep 
Score: -24397270.000000 Penalty: 6045.982422
	Iteration 9F: 3 clusters Score -2.439727e+07 nChanged 14781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50737 members 
Mstep: Class 2 contains 145972 members 
Entering Unmasked Estep 
Score: -24409684.000000 Penalty: 6045.982422
	Iteration 10F: 3 clusters Score -2.440968e+07 nChanged 14340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39069 members 
Mstep: Class 2 contains 157640 members 
Entering Unmasked Estep 
Score: -24422606.000000 Penalty: 6045.982422
	Iteration 11F: 3 clusters Score -2.442261e+07 nChanged 10953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 166987 members 
Entering Unmasked Estep 
Score: -24432198.000000 Penalty: 6045.982422
	Iteration 12F: 3 clusters Score -2.44322e+07 nChanged 7293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 173306 members 
Entering Unmasked Estep 
Score: -24437304.000000 Penalty: 6045.982422
	Iteration 13Q: 3 clusters Score -2.44373e+07 nChanged 4844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 177708 members 
Entering Unmasked Estep 
Score: -24440168.000000 Penalty: 6045.982422
	Iteration 14Q: 3 clusters Score -2.444017e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 181246 members 
Entering Unmasked Estep 
Score: -24441692.000000 Penalty: 6045.982422
	Iteration 15Q: 3 clusters Score -2.444169e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 184181 members 
Entering Unmasked Estep 
Score: -24442938.000000 Penalty: 6045.982422
	Iteration 16Q: 3 clusters Score -2.444294e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 186561 members 
Entering Unmasked Estep 
Score: -24443504.000000 Penalty: 6045.982422
	Iteration 17Q: 3 clusters Score -2.44435e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 188481 members 
Entering Unmasked Estep 
Score: -24443876.000000 Penalty: 6045.982422
	Iteration 18Q: 3 clusters Score -2.444388e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 189972 members 
Entering Unmasked Estep 
Score: -24443952.000000 Penalty: 6045.982422
	Iteration 19Q: 3 clusters Score -2.444395e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 191173 members 
Entering Unmasked Estep 
Score: -24444126.000000 Penalty: 6045.982422
	Iteration 20F: 3 clusters Score -2.444413e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 192098 members 
Entering Unmasked Estep 
Score: -24444084.000000 Penalty: 6045.982422
	Iteration 21Q: 3 clusters Score -2.444408e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 192836 members 
Entering Unmasked Estep 
Score: -24444044.000000 Penalty: 6045.982422
	Iteration 22Q: 3 clusters Score -2.444404e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 193440 members 
Entering Unmasked Estep 
Score: -24444038.000000 Penalty: 6045.982422
	Iteration 23Q: 3 clusters Score -2.444404e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 193887 members 
Entering Unmasked Estep 
Score: -24444008.000000 Penalty: 6045.982422
	Iteration 24Q: 3 clusters Score -2.444401e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 194204 members 
Entering Unmasked Estep 
Score: -24443908.000000 Penalty: 6045.982422
	Iteration 25Q: 3 clusters Score -2.444391e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 194455 members 
Entering Unmasked Estep 
Score: -24443860.000000 Penalty: 6045.982422
	Iteration 26Q: 3 clusters Score -2.444386e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 194621 members 
Entering Unmasked Estep 
Score: -24443840.000000 Penalty: 6045.982422
	Iteration 27Q: 3 clusters Score -2.444384e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 194757 members 
Entering Unmasked Estep 
Score: -24443818.000000 Penalty: 6045.982422
	Iteration 28Q: 3 clusters Score -2.444382e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 194883 members 
Entering Unmasked Estep 
Score: -24443752.000000 Penalty: 6045.982422
	Iteration 29Q: 3 clusters Score -2.444375e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 194989 members 
Entering Unmasked Estep 
Score: -24443770.000000 Penalty: 6045.982422
	Iteration 30Q: 3 clusters Score -2.444377e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 195086 members 
Entering Unmasked Estep 
Score: -24443750.000000 Penalty: 6045.982422
	Iteration 31Q: 3 clusters Score -2.444375e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 195171 members 
Entering Unmasked Estep 
Score: -24443720.000000 Penalty: 6045.982422
	Iteration 32Q: 3 clusters Score -2.444372e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 195229 members 
Entering Unmasked Estep 
Score: -24443700.000000 Penalty: 6045.982422
	Iteration 33Q: 3 clusters Score -2.44437e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 195276 members 
Entering Unmasked Estep 
Score: -24443660.000000 Penalty: 6045.982422
	Iteration 34Q: 3 clusters Score -2.444366e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 195323 members 
Entering Unmasked Estep 
Score: -24443650.000000 Penalty: 6045.982422
	Iteration 35Q: 3 clusters Score -2.444365e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 195362 members 
Entering Unmasked Estep 
Score: -24443624.000000 Penalty: 6045.982422
	Iteration 36Q: 3 clusters Score -2.444362e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 195391 members 
Entering Unmasked Estep 
Score: -24443598.000000 Penalty: 6045.982422
	Iteration 37Q: 3 clusters Score -2.44436e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 195415 members 
Entering Unmasked Estep 
Score: -24443598.000000 Penalty: 6045.982422
	Iteration 38Q: 3 clusters Score -2.44436e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 195445 members 
Entering Unmasked Estep 
Score: -24443588.000000 Penalty: 6045.982422
	Iteration 39Q: 3 clusters Score -2.444359e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 195470 members 
Entering Unmasked Estep 
Score: -24443590.000000 Penalty: 6045.982422
	Iteration 40F: 3 clusters Score -2.444359e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 195491 members 
Entering Unmasked Estep 
Score: -24443548.000000 Penalty: 6045.982422
	Iteration 41Q: 3 clusters Score -2.444355e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 195511 members 
Entering Unmasked Estep 
Score: -24443606.000000 Penalty: 6045.982422
	Iteration 42Q: 3 clusters Score -2.444361e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 195528 members 
Entering Unmasked Estep 
Score: -24443576.000000 Penalty: 6045.982422
	Iteration 43Q: 3 clusters Score -2.444358e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 195538 members 
Entering Unmasked Estep 
Score: -24443574.000000 Penalty: 6045.982422
	Iteration 44Q: 3 clusters Score -2.444357e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 195544 members 
Entering Unmasked Estep 
Score: -24443574.000000 Penalty: 6045.982422
	Iteration 45Q: 3 clusters Score -2.444357e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 195550 members 
Entering Unmasked Estep 
Score: -24443586.000000 Penalty: 6045.982422
	Iteration 46Q: 3 clusters Score -2.444359e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 195555 members 
Entering Unmasked Estep 
Score: -24443568.000000 Penalty: 6045.982422
	Iteration 47Q: 3 clusters Score -2.444357e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 195556 members 
Entering Unmasked Estep 
Score: -24443580.000000 Penalty: 6045.982422
	Iteration 48Q: 3 clusters Score -2.444358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 195559 members 
Entering Unmasked Estep 
Score: -24443578.000000 Penalty: 6045.982422
	Iteration 49Q: 3 clusters Score -2.444358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 195562 members 
Entering Unmasked Estep 
Score: -24443570.000000 Penalty: 6045.982422
	Iteration 50Q: 3 clusters Score -2.444357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 195565 members 
Entering Unmasked Estep 
Score: -24443566.000000 Penalty: 6045.982422
	Iteration 51Q: 3 clusters Score -2.444357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 195568 members 
Entering Unmasked Estep 
Score: -24443574.000000 Penalty: 6045.982422
	Iteration 52Q: 3 clusters Score -2.444357e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 195567 members 
Entering Unmasked Estep 
Score: -24443564.000000 Penalty: 6045.982422
	Iteration 53Q: 3 clusters Score -2.444356e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 195567 members 
Entering Unmasked Estep 
Score: -24443564.000000 Penalty: 6045.982422
	Iteration 54F: 3 clusters Score -2.444356e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -27363.125000 Penalty: 1399.192993
	Iteration 0F: 2 clusters Score -27363.12 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 144 members 
Entering Unmasked Estep 
Score: -26124.386719 Penalty: 2798.385986
	Iteration 0F: 3 clusters Score -26124.39 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -26294.183594 Penalty: 2798.385986
	Iteration 1F: 3 clusters Score -26294.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -26445.091797 Penalty: 2798.385986
	Iteration 2F: 3 clusters Score -26445.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -26466.830078 Penalty: 2798.385986
	Iteration 3Q: 3 clusters Score -26466.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -26469.423828 Penalty: 2798.385986
	Iteration 4Q: 3 clusters Score -26469.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -26471.970703 Penalty: 2798.385986
	Iteration 5Q: 3 clusters Score -26471.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -26482.259766 Penalty: 2798.385986
	Iteration 6Q: 3 clusters Score -26482.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -26485.472656 Penalty: 2798.385986
	Iteration 7Q: 3 clusters Score -26485.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -26485.472656 Penalty: 2798.385986
	Iteration 8F: 3 clusters Score -26485.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Entering Unmasked Estep 
Score: -2463455.500000 Penalty: 2451.509521
	Iteration 0F: 2 clusters Score -2463456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -2449628.500000 Penalty: 4903.019043
	Iteration 0F: 3 clusters Score -2449628 nChanged 8733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -2454353.250000 Penalty: 4903.019043
	Iteration 1F: 3 clusters Score -2454353 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -2454735.250000 Penalty: 4903.019043
	Iteration 2F: 3 clusters Score -2454735 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -2455070.750000 Penalty: 4903.019043
	Iteration 3Q: 3 clusters Score -2455071 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -2455393.250000 Penalty: 4903.019043
	Iteration 4Q: 3 clusters Score -2455393 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -2455769.500000 Penalty: 4903.019043
	Iteration 5Q: 3 clusters Score -2455770 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -2456239.500000 Penalty: 4903.019043
	Iteration 6Q: 3 clusters Score -2456240 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -2456849.500000 Penalty: 4903.019043
	Iteration 7F: 3 clusters Score -2456850 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -2457656.250000 Penalty: 4903.019043
	Iteration 8F: 3 clusters Score -2457656 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -2458595.750000 Penalty: 4903.019043
	Iteration 9F: 3 clusters Score -2458596 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -2459514.750000 Penalty: 4903.019043
	Iteration 10F: 3 clusters Score -2459515 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -2460186.250000 Penalty: 4903.019043
	Iteration 11Q: 3 clusters Score -2460186 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -2460629.250000 Penalty: 4903.019043
	Iteration 12Q: 3 clusters Score -2460629 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -2460925.750000 Penalty: 4903.019043
	Iteration 13Q: 3 clusters Score -2460926 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -2461118.250000 Penalty: 4903.019043
	Iteration 14Q: 3 clusters Score -2461118 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -2461254.000000 Penalty: 4903.019043
	Iteration 15Q: 3 clusters Score -2461254 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -2461365.750000 Penalty: 4903.019043
	Iteration 16Q: 3 clusters Score -2461366 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -2461434.500000 Penalty: 4903.019043
	Iteration 17Q: 3 clusters Score -2461434 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -2461470.000000 Penalty: 4903.019043
	Iteration 18Q: 3 clusters Score -2461470 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -2461503.250000 Penalty: 4903.019043
	Iteration 19Q: 3 clusters Score -2461503 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -2461529.000000 Penalty: 4903.019043
	Iteration 20F: 3 clusters Score -2461529 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -2461545.000000 Penalty: 4903.019043
	Iteration 21Q: 3 clusters Score -2461545 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -2461562.750000 Penalty: 4903.019043
	Iteration 22Q: 3 clusters Score -2461563 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -2461576.250000 Penalty: 4903.019043
	Iteration 23Q: 3 clusters Score -2461576 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -2461579.250000 Penalty: 4903.019043
	Iteration 24Q: 3 clusters Score -2461579 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -2461598.250000 Penalty: 4903.019043
	Iteration 25Q: 3 clusters Score -2461598 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 17646 members 
Entering Unmasked Estep 
Score: -2461601.000000 Penalty: 4903.019043
	Iteration 26Q: 3 clusters Score -2461601 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -2461615.750000 Penalty: 4903.019043
	Iteration 27Q: 3 clusters Score -2461616 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -2461624.250000 Penalty: 4903.019043
	Iteration 28Q: 3 clusters Score -2461624 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -2461636.500000 Penalty: 4903.019043
	Iteration 29Q: 3 clusters Score -2461636 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -2461643.500000 Penalty: 4903.019043
	Iteration 30Q: 3 clusters Score -2461644 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -2461653.000000 Penalty: 4903.019043
	Iteration 31Q: 3 clusters Score -2461653 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -2461663.250000 Penalty: 4903.019043
	Iteration 32Q: 3 clusters Score -2461663 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2461672.000000 Penalty: 4903.019043
	Iteration 33Q: 3 clusters Score -2461672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -2461679.000000 Penalty: 4903.019043
	Iteration 34Q: 3 clusters Score -2461679 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -2461682.750000 Penalty: 4903.019043
	Iteration 35Q: 3 clusters Score -2461683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -2461687.000000 Penalty: 4903.019043
	Iteration 36Q: 3 clusters Score -2461687 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -2461685.750000 Penalty: 4903.019043
	Iteration 37Q: 3 clusters Score -2461686 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -2461686.000000 Penalty: 4903.019043
	Iteration 38Q: 3 clusters Score -2461686 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -2461694.250000 Penalty: 4903.019043
	Iteration 39Q: 3 clusters Score -2461694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -2461698.750000 Penalty: 4903.019043
	Iteration 40F: 3 clusters Score -2461699 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 18024 members 
Entering Unmasked Estep 
Score: -2461698.250000 Penalty: 4903.019043
	Iteration 41Q: 3 clusters Score -2461698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -2461704.750000 Penalty: 4903.019043
	Iteration 42Q: 3 clusters Score -2461705 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -2461709.250000 Penalty: 4903.019043
	Iteration 43Q: 3 clusters Score -2461709 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -2461718.250000 Penalty: 4903.019043
	Iteration 44Q: 3 clusters Score -2461718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -2461725.500000 Penalty: 4903.019043
	Iteration 45Q: 3 clusters Score -2461726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -2461724.000000 Penalty: 4903.019043
	Iteration 46Q: 3 clusters Score -2461724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -2461723.500000 Penalty: 4903.019043
	Iteration 47Q: 3 clusters Score -2461724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -2461723.750000 Penalty: 4903.019043
	Iteration 48Q: 3 clusters Score -2461724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -2461722.250000 Penalty: 4903.019043
	Iteration 49Q: 3 clusters Score -2461722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -2461720.750000 Penalty: 4903.019043
	Iteration 50Q: 3 clusters Score -2461721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -2461722.000000 Penalty: 4903.019043
	Iteration 51Q: 3 clusters Score -2461722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -2461723.750000 Penalty: 4903.019043
	Iteration 52Q: 3 clusters Score -2461724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 18111 members 
Entering Unmasked Estep 
Score: -2461722.750000 Penalty: 4903.019043
	Iteration 53Q: 3 clusters Score -2461723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -2461722.250000 Penalty: 4903.019043
	Iteration 54Q: 3 clusters Score -2461722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -2461722.250000 Penalty: 4903.019043
	Iteration 55F: 3 clusters Score -2461722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (66883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66883 members 
Entering Unmasked Estep 
Score: -8141405.000000 Penalty: 2755.453613
	Iteration 0F: 2 clusters Score -8141405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33423 members 
Mstep: Class 2 contains 33460 members 
Entering Unmasked Estep 
Score: -8096454.000000 Penalty: 5510.907227
	Iteration 0F: 3 clusters Score -8096454 nChanged 31221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33318 members 
Mstep: Class 2 contains 33565 members 
Entering Unmasked Estep 
Score: -8113711.500000 Penalty: 5510.907227
	Iteration 1F: 3 clusters Score -8113712 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33383 members 
Mstep: Class 2 contains 33500 members 
Entering Unmasked Estep 
Score: -8114182.500000 Penalty: 5510.907227
	Iteration 2Q: 3 clusters Score -8114182 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 33319 members 
Entering Unmasked Estep 
Score: -8114630.000000 Penalty: 5510.907227
	Iteration 3Q: 3 clusters Score -8114630 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33802 members 
Mstep: Class 2 contains 33081 members 
Entering Unmasked Estep 
Score: -8115080.000000 Penalty: 5510.907227
	Iteration 4Q: 3 clusters Score -8115080 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 32714 members 
Entering Unmasked Estep 
Score: -8115503.500000 Penalty: 5510.907227
	Iteration 5Q: 3 clusters Score -8115504 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34668 members 
Mstep: Class 2 contains 32215 members 
Entering Unmasked Estep 
Score: -8115911.500000 Penalty: 5510.907227
	Iteration 6Q: 3 clusters Score -8115912 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35387 members 
Mstep: Class 2 contains 31496 members 
Entering Unmasked Estep 
Score: -8116431.500000 Penalty: 5510.907227
	Iteration 7Q: 3 clusters Score -8116432 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 30478 members 
Entering Unmasked Estep 
Score: -8117002.500000 Penalty: 5510.907227
	Iteration 8Q: 3 clusters Score -8117002 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37844 members 
Mstep: Class 2 contains 29039 members 
Entering Unmasked Estep 
Score: -8117816.500000 Penalty: 5510.907227
	Iteration 9Q: 3 clusters Score -8117816 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39632 members 
Mstep: Class 2 contains 27251 members 
Entering Unmasked Estep 
Score: -8118882.000000 Penalty: 5510.907227
	Iteration 10Q: 3 clusters Score -8118882 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41938 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -8120350.000000 Penalty: 5510.907227
	Iteration 11Q: 3 clusters Score -8120350 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44750 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -8122128.000000 Penalty: 5510.907227
	Iteration 12F: 3 clusters Score -8122128 nChanged 3747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47929 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -8124324.500000 Penalty: 5510.907227
	Iteration 13F: 3 clusters Score -8124324 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51202 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -8126680.500000 Penalty: 5510.907227
	Iteration 14F: 3 clusters Score -8126680 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54262 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -8129405.500000 Penalty: 5510.907227
	Iteration 15Q: 3 clusters Score -8129406 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56785 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -8132659.500000 Penalty: 5510.907227
	Iteration 16Q: 3 clusters Score -8132660 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58225 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -8135432.500000 Penalty: 5510.907227
	Iteration 17Q: 3 clusters Score -8135432 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58815 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -8136775.500000 Penalty: 5510.907227
	Iteration 18Q: 3 clusters Score -8136776 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59209 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -8137284.000000 Penalty: 5510.907227
	Iteration 19Q: 3 clusters Score -8137284 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59597 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -8137529.500000 Penalty: 5510.907227
	Iteration 20F: 3 clusters Score -8137530 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59974 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -8137681.500000 Penalty: 5510.907227
	Iteration 21Q: 3 clusters Score -8137682 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60306 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -8137807.000000 Penalty: 5510.907227
	Iteration 22Q: 3 clusters Score -8137807 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60567 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -8137881.000000 Penalty: 5510.907227
	Iteration 23Q: 3 clusters Score -8137881 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60793 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -8137940.000000 Penalty: 5510.907227
	Iteration 24Q: 3 clusters Score -8137940 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61014 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -8137989.000000 Penalty: 5510.907227
	Iteration 25Q: 3 clusters Score -8137989 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61202 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -8138040.500000 Penalty: 5510.907227
	Iteration 26Q: 3 clusters Score -8138040 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61357 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -8138080.000000 Penalty: 5510.907227
	Iteration 27Q: 3 clusters Score -8138080 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61497 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -8138106.500000 Penalty: 5510.907227
	Iteration 28Q: 3 clusters Score -8138106 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61637 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -8138128.000000 Penalty: 5510.907227
	Iteration 29Q: 3 clusters Score -8138128 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61764 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -8138158.500000 Penalty: 5510.907227
	Iteration 30Q: 3 clusters Score -8138158 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61885 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -8138178.500000 Penalty: 5510.907227
	Iteration 31Q: 3 clusters Score -8138178 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61998 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -8138184.500000 Penalty: 5510.907227
	Iteration 32Q: 3 clusters Score -8138184 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62086 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -8138213.000000 Penalty: 5510.907227
	Iteration 33Q: 3 clusters Score -8138213 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62183 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -8138243.500000 Penalty: 5510.907227
	Iteration 34Q: 3 clusters Score -8138244 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62278 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -8138280.000000 Penalty: 5510.907227
	Iteration 35Q: 3 clusters Score -8138280 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62375 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -8138269.000000 Penalty: 5510.907227
	Iteration 36Q: 3 clusters Score -8138269 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62487 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -8138328.500000 Penalty: 5510.907227
	Iteration 37Q: 3 clusters Score -8138328 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62603 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -8138337.000000 Penalty: 5510.907227
	Iteration 38Q: 3 clusters Score -8138337 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62682 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -8138363.000000 Penalty: 5510.907227
	Iteration 39Q: 3 clusters Score -8138363 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62751 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -8138360.500000 Penalty: 5510.907227
	Iteration 40F: 3 clusters Score -8138360 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62831 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -8138396.000000 Penalty: 5510.907227
	Iteration 41Q: 3 clusters Score -8138396 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62901 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -8138416.000000 Penalty: 5510.907227
	Iteration 42Q: 3 clusters Score -8138416 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62964 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -8138434.500000 Penalty: 5510.907227
	Iteration 43Q: 3 clusters Score -8138434 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63008 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -8138427.500000 Penalty: 5510.907227
	Iteration 44Q: 3 clusters Score -8138428 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63061 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -8138446.000000 Penalty: 5510.907227
	Iteration 45Q: 3 clusters Score -8138446 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63109 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -8138453.000000 Penalty: 5510.907227
	Iteration 46Q: 3 clusters Score -8138453 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63150 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -8138441.000000 Penalty: 5510.907227
	Iteration 47Q: 3 clusters Score -8138441 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63183 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -8138440.000000 Penalty: 5510.907227
	Iteration 48Q: 3 clusters Score -8138440 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63214 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -8138450.000000 Penalty: 5510.907227
	Iteration 49Q: 3 clusters Score -8138450 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63238 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -8138463.500000 Penalty: 5510.907227
	Iteration 50Q: 3 clusters Score -8138464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63262 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -8138468.500000 Penalty: 5510.907227
	Iteration 51Q: 3 clusters Score -8138468 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63296 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -8138474.000000 Penalty: 5510.907227
	Iteration 52Q: 3 clusters Score -8138474 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63332 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -8138467.500000 Penalty: 5510.907227
	Iteration 53Q: 3 clusters Score -8138468 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63361 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -8138482.000000 Penalty: 5510.907227
	Iteration 54Q: 3 clusters Score -8138482 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63390 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -8138482.500000 Penalty: 5510.907227
	Iteration 55Q: 3 clusters Score -8138482 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63417 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -8138483.000000 Penalty: 5510.907227
	Iteration 56Q: 3 clusters Score -8138483 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63444 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -8138485.000000 Penalty: 5510.907227
	Iteration 57Q: 3 clusters Score -8138485 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63470 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -8138508.500000 Penalty: 5510.907227
	Iteration 58Q: 3 clusters Score -8138508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63493 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -8138508.000000 Penalty: 5510.907227
	Iteration 59Q: 3 clusters Score -8138508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63515 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -8138512.000000 Penalty: 5510.907227
	Iteration 60F: 3 clusters Score -8138512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63530 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -8138505.000000 Penalty: 5510.907227
	Iteration 61Q: 3 clusters Score -8138505 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63542 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -8138498.000000 Penalty: 5510.907227
	Iteration 62Q: 3 clusters Score -8138498 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63555 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -8138492.500000 Penalty: 5510.907227
	Iteration 63Q: 3 clusters Score -8138492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63569 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -8138504.000000 Penalty: 5510.907227
	Iteration 64Q: 3 clusters Score -8138504 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63586 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -8138505.500000 Penalty: 5510.907227
	Iteration 65Q: 3 clusters Score -8138506 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63601 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -8138502.500000 Penalty: 5510.907227
	Iteration 66Q: 3 clusters Score -8138502 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63619 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -8138493.500000 Penalty: 5510.907227
	Iteration 67Q: 3 clusters Score -8138494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63645 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -8138494.500000 Penalty: 5510.907227
	Iteration 68Q: 3 clusters Score -8138494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63667 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -8138505.000000 Penalty: 5510.907227
	Iteration 69Q: 3 clusters Score -8138505 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63695 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -8138511.500000 Penalty: 5510.907227
	Iteration 70Q: 3 clusters Score -8138512 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63732 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -8138516.000000 Penalty: 5510.907227
	Iteration 71Q: 3 clusters Score -8138516 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63773 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -8138540.500000 Penalty: 5510.907227
	Iteration 72Q: 3 clusters Score -8138540 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63817 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -8138555.500000 Penalty: 5510.907227
	Iteration 73Q: 3 clusters Score -8138556 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63857 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -8138568.500000 Penalty: 5510.907227
	Iteration 74Q: 3 clusters Score -8138568 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63904 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -8138568.000000 Penalty: 5510.907227
	Iteration 75Q: 3 clusters Score -8138568 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63941 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -8138580.500000 Penalty: 5510.907227
	Iteration 76Q: 3 clusters Score -8138580 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63972 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -8138583.000000 Penalty: 5510.907227
	Iteration 77Q: 3 clusters Score -8138583 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63998 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -8138597.500000 Penalty: 5510.907227
	Iteration 78Q: 3 clusters Score -8138598 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64024 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -8138607.500000 Penalty: 5510.907227
	Iteration 79Q: 3 clusters Score -8138608 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64052 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -8138611.000000 Penalty: 5510.907227
	Iteration 80F: 3 clusters Score -8138611 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64079 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -8138608.500000 Penalty: 5510.907227
	Iteration 81Q: 3 clusters Score -8138608 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64099 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -8138608.000000 Penalty: 5510.907227
	Iteration 82Q: 3 clusters Score -8138608 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64122 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -8138614.000000 Penalty: 5510.907227
	Iteration 83Q: 3 clusters Score -8138614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64139 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -8138625.500000 Penalty: 5510.907227
	Iteration 84Q: 3 clusters Score -8138626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64161 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -8138639.000000 Penalty: 5510.907227
	Iteration 85Q: 3 clusters Score -8138639 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64188 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -8138646.000000 Penalty: 5510.907227
	Iteration 86Q: 3 clusters Score -8138646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64209 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -8138644.000000 Penalty: 5510.907227
	Iteration 87Q: 3 clusters Score -8138644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64228 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -8138646.500000 Penalty: 5510.907227
	Iteration 88Q: 3 clusters Score -8138646 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64250 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -8138658.000000 Penalty: 5510.907227
	Iteration 89Q: 3 clusters Score -8138658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64267 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -8138657.000000 Penalty: 5510.907227
	Iteration 90Q: 3 clusters Score -8138657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64274 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -8138658.000000 Penalty: 5510.907227
	Iteration 91Q: 3 clusters Score -8138658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64285 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -8138655.500000 Penalty: 5510.907227
	Iteration 92Q: 3 clusters Score -8138656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64297 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -8138663.500000 Penalty: 5510.907227
	Iteration 93Q: 3 clusters Score -8138664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64309 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -8138664.500000 Penalty: 5510.907227
	Iteration 94Q: 3 clusters Score -8138664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64317 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -8138674.000000 Penalty: 5510.907227
	Iteration 95Q: 3 clusters Score -8138674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64329 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -8138676.500000 Penalty: 5510.907227
	Iteration 96Q: 3 clusters Score -8138676 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64337 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -8138672.500000 Penalty: 5510.907227
	Iteration 97Q: 3 clusters Score -8138672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64346 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -8138669.500000 Penalty: 5510.907227
	Iteration 98Q: 3 clusters Score -8138670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64358 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -8138669.500000 Penalty: 5510.907227
	Iteration 99Q: 3 clusters Score -8138670 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64369 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -8138678.500000 Penalty: 5510.907227
	Iteration 100F: 3 clusters Score -8138678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64383 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -8138667.000000 Penalty: 5510.907227
	Iteration 101Q: 3 clusters Score -8138667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64394 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -8138683.000000 Penalty: 5510.907227
	Iteration 102Q: 3 clusters Score -8138683 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64406 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -8138685.500000 Penalty: 5510.907227
	Iteration 103Q: 3 clusters Score -8138686 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64420 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -8138683.500000 Penalty: 5510.907227
	Iteration 104Q: 3 clusters Score -8138684 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64436 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8138686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64449 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -8138698.000000 Penalty: 5510.907227
	Iteration 106Q: 3 clusters Score -8138698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64460 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -8138696.000000 Penalty: 5510.907227
	Iteration 107Q: 3 clusters Score -8138696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64473 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -8138694.000000 Penalty: 5510.907227
	Iteration 108Q: 3 clusters Score -8138694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64484 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -8138706.500000 Penalty: 5510.907227
	Iteration 109Q: 3 clusters Score -8138706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64493 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -8138711.000000 Penalty: 5510.907227
	Iteration 110Q: 3 clusters Score -8138711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64502 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -8138710.000000 Penalty: 5510.907227
	Iteration 111Q: 3 clusters Score -8138710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64510 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -8138712.000000 Penalty: 5510.907227
	Iteration 112Q: 3 clusters Score -8138712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64518 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8138712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64523 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -8138716.500000 Penalty: 5510.907227
	Iteration 114Q: 3 clusters Score -8138716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64530 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -8138718.500000 Penalty: 5510.907227
	Iteration 115Q: 3 clusters Score -8138718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64534 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -8138719.000000 Penalty: 5510.907227
	Iteration 116Q: 3 clusters Score -8138719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64535 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -8138722.500000 Penalty: 5510.907227
	Iteration 117Q: 3 clusters Score -8138722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64536 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8138720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64539 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8138720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64543 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -8138719.000000 Penalty: 5510.907227
	Iteration 120F: 3 clusters Score -8138719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64547 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8138720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64552 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -8138718.500000 Penalty: 5510.907227
	Iteration 122Q: 3 clusters Score -8138718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64556 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -8138707.000000 Penalty: 5510.907227
	Iteration 123Q: 3 clusters Score -8138707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64561 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -8138704.000000 Penalty: 5510.907227
	Iteration 124Q: 3 clusters Score -8138704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64566 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -8138701.000000 Penalty: 5510.907227
	Iteration 125Q: 3 clusters Score -8138701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64571 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -8138699.000000 Penalty: 5510.907227
	Iteration 126Q: 3 clusters Score -8138699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64579 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -8138703.500000 Penalty: 5510.907227
	Iteration 127Q: 3 clusters Score -8138704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64587 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -8138701.500000 Penalty: 5510.907227
	Iteration 128Q: 3 clusters Score -8138702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64599 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -8138707.500000 Penalty: 5510.907227
	Iteration 129Q: 3 clusters Score -8138708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64612 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -8138734.500000 Penalty: 5510.907227
	Iteration 130Q: 3 clusters Score -8138734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64625 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -8138734.000000 Penalty: 5510.907227
	Iteration 131Q: 3 clusters Score -8138734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64637 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -8138726.500000 Penalty: 5510.907227
	Iteration 132Q: 3 clusters Score -8138726 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64650 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -8138735.000000 Penalty: 5510.907227
	Iteration 133Q: 3 clusters Score -8138735 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64670 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -8138731.500000 Penalty: 5510.907227
	Iteration 134Q: 3 clusters Score -8138732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64679 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -8138729.500000 Penalty: 5510.907227
	Iteration 135Q: 3 clusters Score -8138730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64691 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -8138729.500000 Penalty: 5510.907227
	Iteration 136Q: 3 clusters Score -8138730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64700 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -8138728.000000 Penalty: 5510.907227
	Iteration 137Q: 3 clusters Score -8138728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64706 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -8138735.500000 Penalty: 5510.907227
	Iteration 138Q: 3 clusters Score -8138736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64716 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -8138726.000000 Penalty: 5510.907227
	Iteration 139Q: 3 clusters Score -8138726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64728 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -8138732.000000 Penalty: 5510.907227
	Iteration 140F: 3 clusters Score -8138732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64742 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8138736 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 64760 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -8138745.000000 Penalty: 5510.907227
	Iteration 142Q: 3 clusters Score -8138745 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64779 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -8138742.500000 Penalty: 5510.907227
	Iteration 143Q: 3 clusters Score -8138742 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64790 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -8138746.000000 Penalty: 5510.907227
	Iteration 144Q: 3 clusters Score -8138746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64806 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -8138744.000000 Penalty: 5510.907227
	Iteration 145Q: 3 clusters Score -8138744 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64824 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -8138749.500000 Penalty: 5510.907227
	Iteration 146Q: 3 clusters Score -8138750 nChanged 18
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Mstep: Class 1 contains 64842 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -8138760 nChanged 22
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Mstep: Class 1 contains 64862 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -8138776.500000 Penalty: 5510.907227
	Iteration 148Q: 3 clusters Score -8138776 nChanged 16
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Mstep: Class 1 contains 64878 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -8138784.000000 Penalty: 5510.907227
	Iteration 149Q: 3 clusters Score -8138784 nChanged 8
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Mstep: Class 1 contains 64886 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -8138782.000000 Penalty: 5510.907227
	Iteration 150Q: 3 clusters Score -8138782 nChanged 9
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Mstep: Class 1 contains 64895 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -8138785 nChanged 17
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Mstep: Class 1 contains 64908 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -8138783.500000 Penalty: 5510.907227
	Iteration 152Q: 3 clusters Score -8138784 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64913 members 
Mstep: Class 2 contains 1970 members 
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	Iteration 153Q: 3 clusters Score -8138782 nChanged 10
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Mstep: Class 1 contains 64923 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -8138785 nChanged 10
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Mstep: Class 1 contains 64933 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -8138782 nChanged 6
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Mstep: Class 1 contains 64939 members 
Mstep: Class 2 contains 1944 members 
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	Iteration 156Q: 3 clusters Score -8138785 nChanged 6
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Mstep: Class 1 contains 64943 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -8138790.500000 Penalty: 5510.907227
	Iteration 157Q: 3 clusters Score -8138790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64952 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -8138788 nChanged 8
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Mstep: Class 1 contains 64960 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -8138794.500000 Penalty: 5510.907227
	Iteration 159Q: 3 clusters Score -8138794 nChanged 7
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Mstep: Class 1 contains 64967 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -8138788 nChanged 6
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Mstep: Class 1 contains 64973 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -8138785 nChanged 5
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Mstep: Class 1 contains 64978 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -8138794 nChanged 7
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Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -8138796.000000 Penalty: 5510.907227
	Iteration 163Q: 3 clusters Score -8138796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64997 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -8138797.500000 Penalty: 5510.907227
	Iteration 164Q: 3 clusters Score -8138798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65009 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -8138799.000000 Penalty: 5510.907227
	Iteration 165Q: 3 clusters Score -8138799 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65027 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -8138805.500000 Penalty: 5510.907227
	Iteration 166Q: 3 clusters Score -8138806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65046 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -8138812.500000 Penalty: 5510.907227
	Iteration 167Q: 3 clusters Score -8138812 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65072 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -8138828.500000 Penalty: 5510.907227
	Iteration 168Q: 3 clusters Score -8138828 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65096 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -8138826.500000 Penalty: 5510.907227
	Iteration 169Q: 3 clusters Score -8138826 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65110 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -8138827.500000 Penalty: 5510.907227
	Iteration 170Q: 3 clusters Score -8138828 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65129 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -8138844.500000 Penalty: 5510.907227
	Iteration 171Q: 3 clusters Score -8138844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65143 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -8138835.500000 Penalty: 5510.907227
	Iteration 172Q: 3 clusters Score -8138836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65155 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -8138841.000000 Penalty: 5510.907227
	Iteration 173Q: 3 clusters Score -8138841 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65160 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -8138847.000000 Penalty: 5510.907227
	Iteration 174Q: 3 clusters Score -8138847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65164 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -8138837.500000 Penalty: 5510.907227
	Iteration 175Q: 3 clusters Score -8138838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65168 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -8138841.500000 Penalty: 5510.907227
	Iteration 176Q: 3 clusters Score -8138842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65170 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -8138845.500000 Penalty: 5510.907227
	Iteration 177Q: 3 clusters Score -8138846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65174 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -8138845.000000 Penalty: 5510.907227
	Iteration 178Q: 3 clusters Score -8138845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65180 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -8138843.500000 Penalty: 5510.907227
	Iteration 179Q: 3 clusters Score -8138844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65187 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -8138855.500000 Penalty: 5510.907227
	Iteration 180F: 3 clusters Score -8138856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65190 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -8138854.500000 Penalty: 5510.907227
	Iteration 181Q: 3 clusters Score -8138854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65193 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -8138854.500000 Penalty: 5510.907227
	Iteration 182Q: 3 clusters Score -8138854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65197 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -8138848.500000 Penalty: 5510.907227
	Iteration 183Q: 3 clusters Score -8138848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65198 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -8138846.000000 Penalty: 5510.907227
	Iteration 184Q: 3 clusters Score -8138846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65199 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -8138853.000000 Penalty: 5510.907227
	Iteration 185Q: 3 clusters Score -8138853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65199 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -8138853.000000 Penalty: 5510.907227
	Iteration 186F: 3 clusters Score -8138853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (49226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49226 members 
Entering Unmasked Estep 
Score: -6253822.000000 Penalty: 2679.436035
	Iteration 0F: 2 clusters Score -6253822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -6220802.500000 Penalty: 5358.872070
	Iteration 0F: 3 clusters Score -6220802 nChanged 22616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24438 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -6233332.000000 Penalty: 5358.872070
	Iteration 1F: 3 clusters Score -6233332 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -6233902.500000 Penalty: 5358.872070
	Iteration 2Q: 3 clusters Score -6233902 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 25317 members 
Entering Unmasked Estep 
Score: -6234588.500000 Penalty: 5358.872070
	Iteration 3Q: 3 clusters Score -6234588 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -6235356.500000 Penalty: 5358.872070
	Iteration 4Q: 3 clusters Score -6235356 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 26392 members 
Entering Unmasked Estep 
Score: -6236214.000000 Penalty: 5358.872070
	Iteration 5Q: 3 clusters Score -6236214 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 27159 members 
Entering Unmasked Estep 
Score: -6237348.000000 Penalty: 5358.872070
	Iteration 6Q: 3 clusters Score -6237348 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -6238846.500000 Penalty: 5358.872070
	Iteration 7F: 3 clusters Score -6238846 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20236 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -6240606.000000 Penalty: 5358.872070
	Iteration 8F: 3 clusters Score -6240606 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -6242418.000000 Penalty: 5358.872070
	Iteration 9F: 3 clusters Score -6242418 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 30602 members 
Entering Unmasked Estep 
Score: -6243854.500000 Penalty: 5358.872070
	Iteration 10F: 3 clusters Score -6243854 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 31177 members 
Entering Unmasked Estep 
Score: -6244719.000000 Penalty: 5358.872070
	Iteration 11Q: 3 clusters Score -6244719 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -6245104.000000 Penalty: 5358.872070
	Iteration 12Q: 3 clusters Score -6245104 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 32155 members 
Entering Unmasked Estep 
Score: -6245344.500000 Penalty: 5358.872070
	Iteration 13Q: 3 clusters Score -6245344 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 32619 members 
Entering Unmasked Estep 
Score: -6245529.000000 Penalty: 5358.872070
	Iteration 14Q: 3 clusters Score -6245529 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -6245684.500000 Penalty: 5358.872070
	Iteration 15Q: 3 clusters Score -6245684 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 33575 members 
Entering Unmasked Estep 
Score: -6245841.000000 Penalty: 5358.872070
	Iteration 16Q: 3 clusters Score -6245841 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -6246032.500000 Penalty: 5358.872070
	Iteration 17Q: 3 clusters Score -6246032 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
Score: -6246251.500000 Penalty: 5358.872070
	Iteration 18Q: 3 clusters Score -6246252 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 35357 members 
Entering Unmasked Estep 
Score: -6246513.000000 Penalty: 5358.872070
	Iteration 19Q: 3 clusters Score -6246513 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 35998 members 
Entering Unmasked Estep 
Score: -6246773.500000 Penalty: 5358.872070
	Iteration 20F: 3 clusters Score -6246774 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 36662 members 
Entering Unmasked Estep 
Score: -6247054.500000 Penalty: 5358.872070
	Iteration 21Q: 3 clusters Score -6247054 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 37336 members 
Entering Unmasked Estep 
Score: -6247344.000000 Penalty: 5358.872070
	Iteration 22Q: 3 clusters Score -6247344 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -6247652.500000 Penalty: 5358.872070
	Iteration 23Q: 3 clusters Score -6247652 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 38730 members 
Entering Unmasked Estep 
Score: -6248014.000000 Penalty: 5358.872070
	Iteration 24Q: 3 clusters Score -6248014 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 39413 members 
Entering Unmasked Estep 
Score: -6248292.000000 Penalty: 5358.872070
	Iteration 25Q: 3 clusters Score -6248292 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 40081 members 
Entering Unmasked Estep 
Score: -6248615.500000 Penalty: 5358.872070
	Iteration 26Q: 3 clusters Score -6248616 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 40705 members 
Entering Unmasked Estep 
Score: -6248916.500000 Penalty: 5358.872070
	Iteration 27Q: 3 clusters Score -6248916 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 41361 members 
Entering Unmasked Estep 
Score: -6249256.000000 Penalty: 5358.872070
	Iteration 28Q: 3 clusters Score -6249256 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 41970 members 
Entering Unmasked Estep 
Score: -6249534.000000 Penalty: 5358.872070
	Iteration 29Q: 3 clusters Score -6249534 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 42529 members 
Entering Unmasked Estep 
Score: -6249778.000000 Penalty: 5358.872070
	Iteration 30Q: 3 clusters Score -6249778 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 43018 members 
Entering Unmasked Estep 
Score: -6249976.000000 Penalty: 5358.872070
	Iteration 31Q: 3 clusters Score -6249976 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 43428 members 
Entering Unmasked Estep 
Score: -6250150.500000 Penalty: 5358.872070
	Iteration 32Q: 3 clusters Score -6250150 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 43826 members 
Entering Unmasked Estep 
Score: -6250295.500000 Penalty: 5358.872070
	Iteration 33Q: 3 clusters Score -6250296 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 44169 members 
Entering Unmasked Estep 
Score: -6250437.500000 Penalty: 5358.872070
	Iteration 34Q: 3 clusters Score -6250438 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 44480 members 
Entering Unmasked Estep 
Score: -6250575.500000 Penalty: 5358.872070
	Iteration 35Q: 3 clusters Score -6250576 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 44758 members 
Entering Unmasked Estep 
Score: -6250676.000000 Penalty: 5358.872070
	Iteration 36Q: 3 clusters Score -6250676 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 45006 members 
Entering Unmasked Estep 
Score: -6250837.000000 Penalty: 5358.872070
	Iteration 37Q: 3 clusters Score -6250837 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 45257 members 
Entering Unmasked Estep 
Score: -6250962.500000 Penalty: 5358.872070
	Iteration 38Q: 3 clusters Score -6250962 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 45498 members 
Entering Unmasked Estep 
Score: -6251114.000000 Penalty: 5358.872070
	Iteration 39Q: 3 clusters Score -6251114 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 45716 members 
Entering Unmasked Estep 
Score: -6251287.500000 Penalty: 5358.872070
	Iteration 40F: 3 clusters Score -6251288 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 45905 members 
Entering Unmasked Estep 
Score: -6251389.000000 Penalty: 5358.872070
	Iteration 41Q: 3 clusters Score -6251389 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 46073 members 
Entering Unmasked Estep 
Score: -6251448.500000 Penalty: 5358.872070
	Iteration 42Q: 3 clusters Score -6251448 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 46202 members 
Entering Unmasked Estep 
Score: -6251500.000000 Penalty: 5358.872070
	Iteration 43Q: 3 clusters Score -6251500 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 46313 members 
Entering Unmasked Estep 
Score: -6251538.000000 Penalty: 5358.872070
	Iteration 44Q: 3 clusters Score -6251538 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 46410 members 
Entering Unmasked Estep 
Score: -6251573.500000 Penalty: 5358.872070
	Iteration 45Q: 3 clusters Score -6251574 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 46498 members 
Entering Unmasked Estep 
Score: -6251594.000000 Penalty: 5358.872070
	Iteration 46Q: 3 clusters Score -6251594 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -6251616.000000 Penalty: 5358.872070
	Iteration 47Q: 3 clusters Score -6251616 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 46617 members 
Entering Unmasked Estep 
Score: -6251629.000000 Penalty: 5358.872070
	Iteration 48Q: 3 clusters Score -6251629 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 46661 members 
Entering Unmasked Estep 
Score: -6251635.000000 Penalty: 5358.872070
	Iteration 49Q: 3 clusters Score -6251635 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 46702 members 
Entering Unmasked Estep 
Score: -6251649.500000 Penalty: 5358.872070
	Iteration 50Q: 3 clusters Score -6251650 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 46743 members 
Entering Unmasked Estep 
Score: -6251644.000000 Penalty: 5358.872070
	Iteration 51Q: 3 clusters Score -6251644 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 46766 members 
Entering Unmasked Estep 
Score: -6251645.500000 Penalty: 5358.872070
	Iteration 52Q: 3 clusters Score -6251646 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 46790 members 
Entering Unmasked Estep 
Score: -6251646.000000 Penalty: 5358.872070
	Iteration 53Q: 3 clusters Score -6251646 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 46810 members 
Entering Unmasked Estep 
Score: -6251652.500000 Penalty: 5358.872070
	Iteration 54Q: 3 clusters Score -6251652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 46828 members 
Entering Unmasked Estep 
Score: -6251664.000000 Penalty: 5358.872070
	Iteration 55Q: 3 clusters Score -6251664 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 46851 members 
Entering Unmasked Estep 
Score: -6251668.000000 Penalty: 5358.872070
	Iteration 56Q: 3 clusters Score -6251668 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 46877 members 
Entering Unmasked Estep 
Score: -6251675.000000 Penalty: 5358.872070
	Iteration 57Q: 3 clusters Score -6251675 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 46901 members 
Entering Unmasked Estep 
Score: -6251689.500000 Penalty: 5358.872070
	Iteration 58Q: 3 clusters Score -6251690 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 46930 members 
Entering Unmasked Estep 
Score: -6251702.000000 Penalty: 5358.872070
	Iteration 59Q: 3 clusters Score -6251702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 46947 members 
Entering Unmasked Estep 
Score: -6251702.000000 Penalty: 5358.872070
	Iteration 60F: 3 clusters Score -6251702 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 46972 members 
Entering Unmasked Estep 
Score: -6251723.500000 Penalty: 5358.872070
	Iteration 61Q: 3 clusters Score -6251724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 46991 members 
Entering Unmasked Estep 
Score: -6251723.000000 Penalty: 5358.872070
	Iteration 62Q: 3 clusters Score -6251723 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 47008 members 
Entering Unmasked Estep 
Score: -6251718.500000 Penalty: 5358.872070
	Iteration 63Q: 3 clusters Score -6251718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 47025 members 
Entering Unmasked Estep 
Score: -6251728.000000 Penalty: 5358.872070
	Iteration 64Q: 3 clusters Score -6251728 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 47046 members 
Entering Unmasked Estep 
Score: -6251743.000000 Penalty: 5358.872070
	Iteration 65Q: 3 clusters Score -6251743 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 47064 members 
Entering Unmasked Estep 
Score: -6251741.000000 Penalty: 5358.872070
	Iteration 66Q: 3 clusters Score -6251741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 47072 members 
Entering Unmasked Estep 
Score: -6251742.000000 Penalty: 5358.872070
	Iteration 67Q: 3 clusters Score -6251742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 47078 members 
Entering Unmasked Estep 
Score: -6251741.500000 Penalty: 5358.872070
	Iteration 68Q: 3 clusters Score -6251742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 47085 members 
Entering Unmasked Estep 
Score: -6251740.000000 Penalty: 5358.872070
	Iteration 69Q: 3 clusters Score -6251740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 47091 members 
Entering Unmasked Estep 
Score: -6251740.000000 Penalty: 5358.872070
	Iteration 70Q: 3 clusters Score -6251740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 47100 members 
Entering Unmasked Estep 
Score: -6251737.500000 Penalty: 5358.872070
	Iteration 71Q: 3 clusters Score -6251738 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 47103 members 
Entering Unmasked Estep 
Score: -6251737.500000 Penalty: 5358.872070
	Iteration 72Q: 3 clusters Score -6251738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 47103 members 
Entering Unmasked Estep 
Score: -6251737.500000 Penalty: 5358.872070
	Iteration 73F: 3 clusters Score -6251738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Entering Unmasked Estep 
Score: -152052.328125 Penalty: 1783.847656
	Iteration 0F: 2 clusters Score -152052.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -149896.765625 Penalty: 3567.695312
	Iteration 0F: 3 clusters Score -149896.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -150357.625000 Penalty: 3567.695312
	Iteration 1F: 3 clusters Score -150357.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -150595.515625 Penalty: 3567.695312
	Iteration 2F: 3 clusters Score -150595.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -150822.062500 Penalty: 3567.695312
	Iteration 3F: 3 clusters Score -150822.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -151038.593750 Penalty: 3567.695312
	Iteration 4F: 3 clusters Score -151038.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -151272.781250 Penalty: 3567.695312
	Iteration 5Q: 3 clusters Score -151272.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -151497.546875 Penalty: 3567.695312
	Iteration 6Q: 3 clusters Score -151497.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -151662.984375 Penalty: 3567.695312
	Iteration 7Q: 3 clusters Score -151663 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -151819.859375 Penalty: 3567.695312
	Iteration 8Q: 3 clusters Score -151819.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -151936.734375 Penalty: 3567.695312
	Iteration 9Q: 3 clusters Score -151936.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -151981.687500 Penalty: 3567.695312
	Iteration 10Q: 3 clusters Score -151981.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -152018.484375 Penalty: 3567.695312
	Iteration 11Q: 3 clusters Score -152018.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -152044.984375 Penalty: 3567.695312
	Iteration 12Q: 3 clusters Score -152045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -152069.687500 Penalty: 3567.695312
	Iteration 13Q: 3 clusters Score -152069.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -152090.625000 Penalty: 3567.695312
	Iteration 14Q: 3 clusters Score -152090.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -152106.234375 Penalty: 3567.695312
	Iteration 15Q: 3 clusters Score -152106.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -152122.328125 Penalty: 3567.695312
	Iteration 16Q: 3 clusters Score -152122.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -152135.406250 Penalty: 3567.695312
	Iteration 17Q: 3 clusters Score -152135.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -152148.531250 Penalty: 3567.695312
	Iteration 18Q: 3 clusters Score -152148.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -152164.828125 Penalty: 3567.695312
	Iteration 19Q: 3 clusters Score -152164.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -152175.343750 Penalty: 3567.695312
	Iteration 20F: 3 clusters Score -152175.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -152183.468750 Penalty: 3567.695312
	Iteration 21Q: 3 clusters Score -152183.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -152192.484375 Penalty: 3567.695312
	Iteration 22Q: 3 clusters Score -152192.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -152196.250000 Penalty: 3567.695312
	Iteration 23Q: 3 clusters Score -152196.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -152201.312500 Penalty: 3567.695312
	Iteration 24Q: 3 clusters Score -152201.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -152207.421875 Penalty: 3567.695312
	Iteration 25Q: 3 clusters Score -152207.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -152213.046875 Penalty: 3567.695312
	Iteration 26Q: 3 clusters Score -152213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -152215.046875 Penalty: 3567.695312
	Iteration 27Q: 3 clusters Score -152215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -152216.171875 Penalty: 3567.695312
	Iteration 28Q: 3 clusters Score -152216.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -152216.468750 Penalty: 3567.695312
	Iteration 29Q: 3 clusters Score -152216.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -152218.031250 Penalty: 3567.695312
	Iteration 30Q: 3 clusters Score -152218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -152218.437500 Penalty: 3567.695312
	Iteration 31Q: 3 clusters Score -152218.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -152219.062500 Penalty: 3567.695312
	Iteration 32Q: 3 clusters Score -152219.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -152219.062500 Penalty: 3567.695312
	Iteration 33F: 3 clusters Score -152219.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 25778 members 
Mstep: Class 3 contains 45353 members 
Mstep: Class 4 contains 230181 members 
Mstep: Class 5 contains 13661 members 
Mstep: Class 6 contains 6606 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60131 members 
Mstep: Class 9 contains 41896 members 
Mstep: Class 10 contains 22099 members 
Mstep: Class 11 contains 7481 members 
Mstep: Class 12 contains 17912 members 
Mstep: Class 13 contains 34274 members 
Mstep: Class 14 contains 2137 members 
Mstep: Class 15 contains 4328 members 
Mstep: Class 16 contains 1942 members 
Mstep: Class 17 contains 2702 members 
Mstep: Class 18 contains 196709 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19636 members 
Mstep: Class 21 contains 66883 members 
Mstep: Class 22 contains 651 members 
Mstep: Class 23 contains 49226 members 
Mstep: Class 24 contains 679 members 
Entering Unmasked Estep 
Score: -104757032.000000 Penalty: 81314.312500
Splitting cluster 24 changes total score from -104758384.000000 to -104757032.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 25778 members 
Mstep: Class 3 contains 45353 members 
Mstep: Class 4 contains 230181 members 
Mstep: Class 5 contains 13661 members 
Mstep: Class 6 contains 6606 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60131 members 
Mstep: Class 9 contains 41896 members 
Mstep: Class 10 contains 22099 members 
Mstep: Class 11 contains 7481 members 
Mstep: Class 12 contains 17912 members 
Mstep: Class 13 contains 34274 members 
Mstep: Class 14 contains 2137 members 
Mstep: Class 15 contains 4328 members 
Mstep: Class 16 contains 1942 members 
Mstep: Class 17 contains 2702 members 
Mstep: Class 18 contains 196709 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19636 members 
Mstep: Class 21 contains 66883 members 
Mstep: Class 23 contains 49226 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758480.000000 Penalty: 77926.218750
Iteration 279Q: 24 clusters Score -1.047585e+08 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 25790 members 
Mstep: Class 3 contains 45340 members 
Mstep: Class 4 contains 230195 members 
Mstep: Class 5 contains 13656 members 
Mstep: Class 6 contains 6606 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60143 members 
Mstep: Class 9 contains 41886 members 
Mstep: Class 10 contains 22091 members 
Mstep: Class 11 contains 7437 members 
Mstep: Class 12 contains 17923 members 
Mstep: Class 13 contains 34260 members 
Mstep: Class 14 contains 2137 members 
Mstep: Class 15 contains 4325 members 
Mstep: Class 16 contains 1942 members 
Mstep: Class 17 contains 2702 members 
Mstep: Class 18 contains 196564 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19637 members 
Mstep: Class 21 contains 66839 members 
Mstep: Class 23 contains 49460 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758728.000000 Penalty: 77926.218750
Iteration 280F: 24 clusters Score -1.047587e+08 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 25810 members 
Mstep: Class 3 contains 45328 members 
Mstep: Class 4 contains 230218 members 
Mstep: Class 5 contains 13652 members 
Mstep: Class 6 contains 6606 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60164 members 
Mstep: Class 9 contains 41885 members 
Mstep: Class 10 contains 22088 members 
Mstep: Class 11 contains 7400 members 
Mstep: Class 12 contains 17923 members 
Mstep: Class 13 contains 34244 members 
Mstep: Class 14 contains 2136 members 
Mstep: Class 15 contains 4322 members 
Mstep: Class 16 contains 1943 members 
Mstep: Class 17 contains 2702 members 
Mstep: Class 18 contains 196403 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19643 members 
Mstep: Class 21 contains 66790 members 
Mstep: Class 23 contains 49676 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758768.000000 Penalty: 77926.218750
Iteration 281Q: 24 clusters Score -1.047588e+08 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 25820 members 
Mstep: Class 3 contains 45314 members 
Mstep: Class 4 contains 230232 members 
Mstep: Class 5 contains 13650 members 
Mstep: Class 6 contains 6606 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60179 members 
Mstep: Class 9 contains 41884 members 
Mstep: Class 10 contains 22086 members 
Mstep: Class 11 contains 7361 members 
Mstep: Class 12 contains 17928 members 
Mstep: Class 13 contains 34227 members 
Mstep: Class 14 contains 2133 members 
Mstep: Class 15 contains 4321 members 
Mstep: Class 16 contains 1943 members 
Mstep: Class 17 contains 2703 members 
Mstep: Class 18 contains 196277 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19652 members 
Mstep: Class 21 contains 66736 members 
Mstep: Class 23 contains 49881 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758912.000000 Penalty: 77926.218750
Iteration 282Q: 24 clusters Score -1.047589e+08 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 25830 members 
Mstep: Class 3 contains 45297 members 
Mstep: Class 4 contains 230229 members 
Mstep: Class 5 contains 13645 members 
Mstep: Class 6 contains 6606 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60200 members 
Mstep: Class 9 contains 41882 members 
Mstep: Class 10 contains 22083 members 
Mstep: Class 11 contains 7325 members 
Mstep: Class 12 contains 17931 members 
Mstep: Class 13 contains 34217 members 
Mstep: Class 14 contains 2134 members 
Mstep: Class 15 contains 4321 members 
Mstep: Class 16 contains 1943 members 
Mstep: Class 17 contains 2704 members 
Mstep: Class 18 contains 196119 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19661 members 
Mstep: Class 21 contains 66689 members 
Mstep: Class 23 contains 50117 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759008.000000 Penalty: 77926.218750
Iteration 283Q: 24 clusters Score -1.04759e+08 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 25837 members 
Mstep: Class 3 contains 45280 members 
Mstep: Class 4 contains 230205 members 
Mstep: Class 5 contains 13639 members 
Mstep: Class 6 contains 6606 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60223 members 
Mstep: Class 9 contains 41882 members 
Mstep: Class 10 contains 22082 members 
Mstep: Class 11 contains 7293 members 
Mstep: Class 12 contains 17934 members 
Mstep: Class 13 contains 34196 members 
Mstep: Class 14 contains 2134 members 
Mstep: Class 15 contains 4319 members 
Mstep: Class 16 contains 1943 members 
Mstep: Class 17 contains 2704 members 
Mstep: Class 18 contains 196002 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19663 members 
Mstep: Class 21 contains 66634 members 
Mstep: Class 23 contains 50357 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759096.000000 Penalty: 77926.218750
Iteration 284Q: 24 clusters Score -1.047591e+08 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 25859 members 
Mstep: Class 3 contains 45265 members 
Mstep: Class 4 contains 230113 members 
Mstep: Class 5 contains 13641 members 
Mstep: Class 6 contains 6606 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60250 members 
Mstep: Class 9 contains 41872 members 
Mstep: Class 10 contains 22081 members 
Mstep: Class 11 contains 7270 members 
Mstep: Class 12 contains 17940 members 
Mstep: Class 13 contains 34181 members 
Mstep: Class 14 contains 2134 members 
Mstep: Class 15 contains 4319 members 
Mstep: Class 16 contains 1943 members 
Mstep: Class 17 contains 2704 members 
Mstep: Class 18 contains 195917 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19660 members 
Mstep: Class 21 contains 66578 members 
Mstep: Class 23 contains 50601 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758952.000000 Penalty: 77926.218750
Iteration 285Q: 24 clusters Score -1.04759e+08 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 25874 members 
Mstep: Class 3 contains 45249 members 
Mstep: Class 4 contains 230028 members 
Mstep: Class 5 contains 13643 members 
Mstep: Class 6 contains 6606 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60282 members 
Mstep: Class 9 contains 41861 members 
Mstep: Class 10 contains 22076 members 
Mstep: Class 11 contains 7257 members 
Mstep: Class 12 contains 17938 members 
Mstep: Class 13 contains 34174 members 
Mstep: Class 14 contains 2134 members 
Mstep: Class 15 contains 4323 members 
Mstep: Class 16 contains 1943 members 
Mstep: Class 17 contains 2704 members 
Mstep: Class 18 contains 195823 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19655 members 
Mstep: Class 21 contains 66515 members 
Mstep: Class 23 contains 50850 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758920.000000 Penalty: 77926.218750
Iteration 286Q: 24 clusters Score -1.047589e+08 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 25888 members 
Mstep: Class 3 contains 45240 members 
Mstep: Class 4 contains 229965 members 
Mstep: Class 5 contains 13639 members 
Mstep: Class 6 contains 6606 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60294 members 
Mstep: Class 9 contains 41860 members 
Mstep: Class 10 contains 22072 members 
Mstep: Class 11 contains 7245 members 
Mstep: Class 12 contains 17932 members 
Mstep: Class 13 contains 34163 members 
Mstep: Class 14 contains 2135 members 
Mstep: Class 15 contains 4323 members 
Mstep: Class 16 contains 1943 members 
Mstep: Class 17 contains 2705 members 
Mstep: Class 18 contains 195697 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19659 members 
Mstep: Class 21 contains 66459 members 
Mstep: Class 23 contains 51112 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759040.000000 Penalty: 77926.218750
Iteration 287Q: 24 clusters Score -1.04759e+08 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 25892 members 
Mstep: Class 3 contains 45228 members 
Mstep: Class 4 contains 229855 members 
Mstep: Class 5 contains 13637 members 
Mstep: Class 6 contains 6606 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60306 members 
Mstep: Class 9 contains 41863 members 
Mstep: Class 10 contains 22069 members 
Mstep: Class 11 contains 7237 members 
Mstep: Class 12 contains 17935 members 
Mstep: Class 13 contains 34151 members 
Mstep: Class 14 contains 2136 members 
Mstep: Class 15 contains 4325 members 
Mstep: Class 16 contains 1944 members 
Mstep: Class 17 contains 2704 members 
Mstep: Class 18 contains 195572 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19668 members 
Mstep: Class 21 contains 66411 members 
Mstep: Class 23 contains 51398 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758864.000000 Penalty: 77926.218750
Iteration 288Q: 24 clusters Score -1.047589e+08 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 25901 members 
Mstep: Class 3 contains 45220 members 
Mstep: Class 4 contains 229747 members 
Mstep: Class 5 contains 13638 members 
Mstep: Class 6 contains 6606 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60327 members 
Mstep: Class 9 contains 41863 members 
Mstep: Class 10 contains 22067 members 
Mstep: Class 11 contains 7226 members 
Mstep: Class 12 contains 17936 members 
Mstep: Class 13 contains 34140 members 
Mstep: Class 14 contains 2136 members 
Mstep: Class 15 contains 4329 members 
Mstep: Class 16 contains 1944 members 
Mstep: Class 17 contains 2704 members 
Mstep: Class 18 contains 195433 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19673 members 
Mstep: Class 21 contains 66366 members 
Mstep: Class 23 contains 51681 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758848.000000 Penalty: 77926.218750
Iteration 289Q: 24 clusters Score -1.047588e+08 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 25915 members 
Mstep: Class 3 contains 45203 members 
Mstep: Class 4 contains 229636 members 
Mstep: Class 5 contains 13639 members 
Mstep: Class 6 contains 6606 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60337 members 
Mstep: Class 9 contains 41871 members 
Mstep: Class 10 contains 22061 members 
Mstep: Class 11 contains 7218 members 
Mstep: Class 12 contains 17925 members 
Mstep: Class 13 contains 34136 members 
Mstep: Class 14 contains 2138 members 
Mstep: Class 15 contains 4326 members 
Mstep: Class 16 contains 1943 members 
Mstep: Class 17 contains 2703 members 
Mstep: Class 18 contains 195348 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19680 members 
Mstep: Class 21 contains 66321 members 
Mstep: Class 23 contains 51932 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758688.000000 Penalty: 77926.218750
Iteration 290Q: 24 clusters Score -1.047587e+08 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 25937 members 
Mstep: Class 3 contains 45201 members 
Mstep: Class 4 contains 229529 members 
Mstep: Class 5 contains 13644 members 
Mstep: Class 6 contains 6605 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60346 members 
Mstep: Class 9 contains 41879 members 
Mstep: Class 10 contains 22064 members 
Mstep: Class 11 contains 7206 members 
Mstep: Class 12 contains 17923 members 
Mstep: Class 13 contains 34120 members 
Mstep: Class 14 contains 2137 members 
Mstep: Class 15 contains 4325 members 
Mstep: Class 16 contains 1944 members 
Mstep: Class 17 contains 2703 members 
Mstep: Class 18 contains 195239 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19685 members 
Mstep: Class 21 contains 66287 members 
Mstep: Class 23 contains 52165 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758456.000000 Penalty: 77926.218750
Iteration 291Q: 24 clusters Score -1.047585e+08 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 25946 members 
Mstep: Class 3 contains 45194 members 
Mstep: Class 4 contains 229438 members 
Mstep: Class 5 contains 13642 members 
Mstep: Class 6 contains 6606 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60360 members 
Mstep: Class 9 contains 41886 members 
Mstep: Class 10 contains 22066 members 
Mstep: Class 11 contains 7195 members 
Mstep: Class 12 contains 17925 members 
Mstep: Class 13 contains 34110 members 
Mstep: Class 14 contains 2137 members 
Mstep: Class 15 contains 4325 members 
Mstep: Class 16 contains 1943 members 
Mstep: Class 17 contains 2703 members 
Mstep: Class 18 contains 195128 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19692 members 
Mstep: Class 21 contains 66253 members 
Mstep: Class 23 contains 52390 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758528.000000 Penalty: 77926.218750
Iteration 292Q: 24 clusters Score -1.047585e+08 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 25959 members 
Mstep: Class 3 contains 45185 members 
Mstep: Class 4 contains 229339 members 
Mstep: Class 5 contains 13644 members 
Mstep: Class 6 contains 6607 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60346 members 
Mstep: Class 9 contains 41894 members 
Mstep: Class 10 contains 22059 members 
Mstep: Class 11 contains 7185 members 
Mstep: Class 12 contains 17930 members 
Mstep: Class 13 contains 34100 members 
Mstep: Class 14 contains 2139 members 
Mstep: Class 15 contains 4329 members 
Mstep: Class 16 contains 1944 members 
Mstep: Class 17 contains 2703 members 
Mstep: Class 18 contains 195064 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19694 members 
Mstep: Class 21 contains 66204 members 
Mstep: Class 23 contains 52613 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758424.000000 Penalty: 77926.218750
Iteration 293Q: 24 clusters Score -1.047584e+08 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 25983 members 
Mstep: Class 3 contains 45179 members 
Mstep: Class 4 contains 229256 members 
Mstep: Class 5 contains 13644 members 
Mstep: Class 6 contains 6608 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60348 members 
Mstep: Class 9 contains 41904 members 
Mstep: Class 10 contains 22060 members 
Mstep: Class 11 contains 7177 members 
Mstep: Class 12 contains 17927 members 
Mstep: Class 13 contains 34092 members 
Mstep: Class 14 contains 2139 members 
Mstep: Class 15 contains 4330 members 
Mstep: Class 16 contains 1945 members 
Mstep: Class 17 contains 2703 members 
Mstep: Class 18 contains 194950 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19698 members 
Mstep: Class 21 contains 66143 members 
Mstep: Class 23 contains 52849 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758456.000000 Penalty: 77926.218750
Iteration 294Q: 24 clusters Score -1.047585e+08 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 26002 members 
Mstep: Class 3 contains 45165 members 
Mstep: Class 4 contains 229114 members 
Mstep: Class 5 contains 13640 members 
Mstep: Class 6 contains 6608 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60352 members 
Mstep: Class 9 contains 41917 members 
Mstep: Class 10 contains 22064 members 
Mstep: Class 11 contains 7167 members 
Mstep: Class 12 contains 17927 members 
Mstep: Class 13 contains 34083 members 
Mstep: Class 14 contains 2138 members 
Mstep: Class 15 contains 4332 members 
Mstep: Class 16 contains 1945 members 
Mstep: Class 17 contains 2703 members 
Mstep: Class 18 contains 194901 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19705 members 
Mstep: Class 21 contains 66075 members 
Mstep: Class 23 contains 53095 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758400.000000 Penalty: 77926.218750
Iteration 295Q: 24 clusters Score -1.047584e+08 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 26019 members 
Mstep: Class 3 contains 45163 members 
Mstep: Class 4 contains 228985 members 
Mstep: Class 5 contains 13639 members 
Mstep: Class 6 contains 6608 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60349 members 
Mstep: Class 9 contains 41923 members 
Mstep: Class 10 contains 22062 members 
Mstep: Class 11 contains 7154 members 
Mstep: Class 12 contains 17927 members 
Mstep: Class 13 contains 34074 members 
Mstep: Class 14 contains 2138 members 
Mstep: Class 15 contains 4331 members 
Mstep: Class 16 contains 1945 members 
Mstep: Class 17 contains 2703 members 
Mstep: Class 18 contains 194861 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19707 members 
Mstep: Class 21 contains 66020 members 
Mstep: Class 23 contains 53324 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758376.000000 Penalty: 77926.218750
Iteration 296Q: 24 clusters Score -1.047584e+08 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 26039 members 
Mstep: Class 3 contains 45163 members 
Mstep: Class 4 contains 228845 members 
Mstep: Class 5 contains 13637 members 
Mstep: Class 6 contains 6608 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60350 members 
Mstep: Class 9 contains 41927 members 
Mstep: Class 10 contains 22057 members 
Mstep: Class 11 contains 7139 members 
Mstep: Class 12 contains 17923 members 
Mstep: Class 13 contains 34056 members 
Mstep: Class 14 contains 2137 members 
Mstep: Class 15 contains 4326 members 
Mstep: Class 16 contains 1945 members 
Mstep: Class 17 contains 2703 members 
Mstep: Class 18 contains 194810 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19715 members 
Mstep: Class 21 contains 65979 members 
Mstep: Class 23 contains 53571 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758376.000000 Penalty: 77926.218750
Iteration 297Q: 24 clusters Score -1.047584e+08 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 26054 members 
Mstep: Class 3 contains 45161 members 
Mstep: Class 4 contains 228720 members 
Mstep: Class 5 contains 13639 members 
Mstep: Class 6 contains 6607 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60356 members 
Mstep: Class 9 contains 41943 members 
Mstep: Class 10 contains 22061 members 
Mstep: Class 11 contains 7116 members 
Mstep: Class 12 contains 17921 members 
Mstep: Class 13 contains 34041 members 
Mstep: Class 14 contains 2134 members 
Mstep: Class 15 contains 4325 members 
Mstep: Class 16 contains 1946 members 
Mstep: Class 17 contains 2703 members 
Mstep: Class 18 contains 194720 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19725 members 
Mstep: Class 21 contains 65951 members 
Mstep: Class 23 contains 53806 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758280.000000 Penalty: 77926.218750
Iteration 298Q: 24 clusters Score -1.047583e+08 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 26063 members 
Mstep: Class 3 contains 45153 members 
Mstep: Class 4 contains 228635 members 
Mstep: Class 5 contains 13641 members 
Mstep: Class 6 contains 6607 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60362 members 
Mstep: Class 9 contains 41961 members 
Mstep: Class 10 contains 22062 members 
Mstep: Class 11 contains 7101 members 
Mstep: Class 12 contains 17920 members 
Mstep: Class 13 contains 34033 members 
Mstep: Class 14 contains 2132 members 
Mstep: Class 15 contains 4323 members 
Mstep: Class 16 contains 1945 members 
Mstep: Class 17 contains 2703 members 
Mstep: Class 18 contains 194598 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19733 members 
Mstep: Class 21 contains 65920 members 
Mstep: Class 23 contains 54036 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758384.000000 Penalty: 77926.218750
Iteration 299Q: 24 clusters Score -1.047584e+08 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 26078 members 
Mstep: Class 3 contains 45156 members 
Mstep: Class 4 contains 228550 members 
Mstep: Class 5 contains 13644 members 
Mstep: Class 6 contains 6607 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60365 members 
Mstep: Class 9 contains 41968 members 
Mstep: Class 10 contains 22061 members 
Mstep: Class 11 contains 7087 members 
Mstep: Class 12 contains 17921 members 
Mstep: Class 13 contains 34027 members 
Mstep: Class 14 contains 2131 members 
Mstep: Class 15 contains 4325 members 
Mstep: Class 16 contains 1944 members 
Mstep: Class 17 contains 2703 members 
Mstep: Class 18 contains 194432 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19741 members 
Mstep: Class 21 contains 65896 members 
Mstep: Class 23 contains 54292 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758280.000000 Penalty: 77926.218750
Iteration 300F: 24 clusters Score -1.047583e+08 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 26079 members 
Mstep: Class 3 contains 45157 members 
Mstep: Class 4 contains 228487 members 
Mstep: Class 5 contains 13643 members 
Mstep: Class 6 contains 6607 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60363 members 
Mstep: Class 9 contains 41973 members 
Mstep: Class 10 contains 22063 members 
Mstep: Class 11 contains 7075 members 
Mstep: Class 12 contains 17919 members 
Mstep: Class 13 contains 34014 members 
Mstep: Class 14 contains 2129 members 
Mstep: Class 15 contains 4324 members 
Mstep: Class 16 contains 1943 members 
Mstep: Class 17 contains 2703 members 
Mstep: Class 18 contains 194261 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19748 members 
Mstep: Class 21 contains 65858 members 
Mstep: Class 23 contains 54582 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758416.000000 Penalty: 77926.218750
Iteration 301Q: 24 clusters Score -1.047584e+08 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 26086 members 
Mstep: Class 3 contains 45159 members 
Mstep: Class 4 contains 228401 members 
Mstep: Class 5 contains 13643 members 
Mstep: Class 6 contains 6607 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60358 members 
Mstep: Class 9 contains 41980 members 
Mstep: Class 10 contains 22062 members 
Mstep: Class 11 contains 7062 members 
Mstep: Class 12 contains 17916 members 
Mstep: Class 13 contains 34001 members 
Mstep: Class 14 contains 2125 members 
Mstep: Class 15 contains 4323 members 
Mstep: Class 16 contains 1942 members 
Mstep: Class 17 contains 2703 members 
Mstep: Class 18 contains 194106 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19756 members 
Mstep: Class 21 contains 65833 members 
Mstep: Class 23 contains 54865 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758480.000000 Penalty: 77926.218750
Iteration 302Q: 24 clusters Score -1.047585e+08 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 26093 members 
Mstep: Class 3 contains 45150 members 
Mstep: Class 4 contains 228307 members 
Mstep: Class 5 contains 13646 members 
Mstep: Class 6 contains 6607 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60351 members 
Mstep: Class 9 contains 41986 members 
Mstep: Class 10 contains 22062 members 
Mstep: Class 11 contains 7052 members 
Mstep: Class 12 contains 17909 members 
Mstep: Class 13 contains 33997 members 
Mstep: Class 14 contains 2126 members 
Mstep: Class 15 contains 4320 members 
Mstep: Class 16 contains 1942 members 
Mstep: Class 17 contains 2703 members 
Mstep: Class 18 contains 193968 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19763 members 
Mstep: Class 21 contains 65780 members 
Mstep: Class 23 contains 55166 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758424.000000 Penalty: 77926.218750
Iteration 303Q: 24 clusters Score -1.047584e+08 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 26098 members 
Mstep: Class 3 contains 45139 members 
Mstep: Class 4 contains 228220 members 
Mstep: Class 5 contains 13646 members 
Mstep: Class 6 contains 6607 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60346 members 
Mstep: Class 9 contains 41993 members 
Mstep: Class 10 contains 22063 members 
Mstep: Class 11 contains 7044 members 
Mstep: Class 12 contains 17907 members 
Mstep: Class 13 contains 33996 members 
Mstep: Class 14 contains 2125 members 
Mstep: Class 15 contains 4317 members 
Mstep: Class 16 contains 1943 members 
Mstep: Class 17 contains 2703 members 
Mstep: Class 18 contains 193812 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19768 members 
Mstep: Class 21 contains 65725 members 
Mstep: Class 23 contains 55476 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758696.000000 Penalty: 77926.218750
Iteration 304Q: 24 clusters Score -1.047587e+08 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 26103 members 
Mstep: Class 3 contains 45134 members 
Mstep: Class 4 contains 228167 members 
Mstep: Class 5 contains 13647 members 
Mstep: Class 6 contains 6607 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60346 members 
Mstep: Class 9 contains 42001 members 
Mstep: Class 10 contains 22062 members 
Mstep: Class 11 contains 7027 members 
Mstep: Class 12 contains 17907 members 
Mstep: Class 13 contains 33985 members 
Mstep: Class 14 contains 2126 members 
Mstep: Class 15 contains 4313 members 
Mstep: Class 16 contains 1944 members 
Mstep: Class 17 contains 2703 members 
Mstep: Class 18 contains 193595 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19773 members 
Mstep: Class 21 contains 65676 members 
Mstep: Class 23 contains 55812 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758776.000000 Penalty: 77926.218750
Iteration 305Q: 24 clusters Score -1.047588e+08 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 26109 members 
Mstep: Class 3 contains 45132 members 
Mstep: Class 4 contains 228068 members 
Mstep: Class 5 contains 13645 members 
Mstep: Class 6 contains 6609 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60342 members 
Mstep: Class 9 contains 42010 members 
Mstep: Class 10 contains 22074 members 
Mstep: Class 11 contains 7009 members 
Mstep: Class 12 contains 17904 members 
Mstep: Class 13 contains 33972 members 
Mstep: Class 14 contains 2127 members 
Mstep: Class 15 contains 4313 members 
Mstep: Class 16 contains 1944 members 
Mstep: Class 17 contains 2703 members 
Mstep: Class 18 contains 193423 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19778 members 
Mstep: Class 21 contains 65626 members 
Mstep: Class 23 contains 56140 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758728.000000 Penalty: 77926.218750
Iteration 306Q: 24 clusters Score -1.047587e+08 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 26118 members 
Mstep: Class 3 contains 45130 members 
Mstep: Class 4 contains 227950 members 
Mstep: Class 5 contains 13649 members 
Mstep: Class 6 contains 6610 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60336 members 
Mstep: Class 9 contains 42010 members 
Mstep: Class 10 contains 22080 members 
Mstep: Class 11 contains 6995 members 
Mstep: Class 12 contains 17898 members 
Mstep: Class 13 contains 33972 members 
Mstep: Class 14 contains 2133 members 
Mstep: Class 15 contains 4310 members 
Mstep: Class 16 contains 1944 members 
Mstep: Class 17 contains 2703 members 
Mstep: Class 18 contains 193266 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19786 members 
Mstep: Class 21 contains 65574 members 
Mstep: Class 23 contains 56463 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758864.000000 Penalty: 77926.218750
Iteration 307Q: 24 clusters Score -1.047589e+08 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 26122 members 
Mstep: Class 3 contains 45129 members 
Mstep: Class 4 contains 227812 members 
Mstep: Class 5 contains 13652 members 
Mstep: Class 6 contains 6610 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60341 members 
Mstep: Class 9 contains 42012 members 
Mstep: Class 10 contains 22077 members 
Mstep: Class 11 contains 6988 members 
Mstep: Class 12 contains 17903 members 
Mstep: Class 13 contains 33950 members 
Mstep: Class 14 contains 2137 members 
Mstep: Class 15 contains 4307 members 
Mstep: Class 16 contains 1945 members 
Mstep: Class 17 contains 2703 members 
Mstep: Class 18 contains 193141 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19794 members 
Mstep: Class 21 contains 65515 members 
Mstep: Class 23 contains 56789 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758840.000000 Penalty: 77926.218750
Iteration 308Q: 24 clusters Score -1.047588e+08 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 26121 members 
Mstep: Class 3 contains 45126 members 
Mstep: Class 4 contains 227652 members 
Mstep: Class 5 contains 13654 members 
Mstep: Class 6 contains 6611 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60348 members 
Mstep: Class 9 contains 42024 members 
Mstep: Class 10 contains 22076 members 
Mstep: Class 11 contains 6982 members 
Mstep: Class 12 contains 17890 members 
Mstep: Class 13 contains 33950 members 
Mstep: Class 14 contains 2141 members 
Mstep: Class 15 contains 4302 members 
Mstep: Class 16 contains 1946 members 
Mstep: Class 17 contains 2703 members 
Mstep: Class 18 contains 193031 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19801 members 
Mstep: Class 21 contains 65449 members 
Mstep: Class 23 contains 57120 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758864.000000 Penalty: 77926.218750
Iteration 309Q: 24 clusters Score -1.047589e+08 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 26123 members 
Mstep: Class 3 contains 45122 members 
Mstep: Class 4 contains 227498 members 
Mstep: Class 5 contains 13659 members 
Mstep: Class 6 contains 6611 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60343 members 
Mstep: Class 9 contains 42033 members 
Mstep: Class 10 contains 22075 members 
Mstep: Class 11 contains 6977 members 
Mstep: Class 12 contains 17882 members 
Mstep: Class 13 contains 33938 members 
Mstep: Class 14 contains 2141 members 
Mstep: Class 15 contains 4299 members 
Mstep: Class 16 contains 1946 members 
Mstep: Class 17 contains 2703 members 
Mstep: Class 18 contains 192955 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19806 members 
Mstep: Class 21 contains 65385 members 
Mstep: Class 23 contains 57431 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758864.000000 Penalty: 77926.218750
Iteration 310Q: 24 clusters Score -1.047589e+08 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 26122 members 
Mstep: Class 3 contains 45115 members 
Mstep: Class 4 contains 227315 members 
Mstep: Class 5 contains 13656 members 
Mstep: Class 6 contains 6611 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60341 members 
Mstep: Class 9 contains 42045 members 
Mstep: Class 10 contains 22068 members 
Mstep: Class 11 contains 6971 members 
Mstep: Class 12 contains 17877 members 
Mstep: Class 13 contains 33930 members 
Mstep: Class 14 contains 2144 members 
Mstep: Class 15 contains 4294 members 
Mstep: Class 16 contains 1946 members 
Mstep: Class 17 contains 2704 members 
Mstep: Class 18 contains 192922 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19812 members 
Mstep: Class 21 contains 65327 members 
Mstep: Class 23 contains 57727 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758936.000000 Penalty: 77926.218750
Iteration 311Q: 24 clusters Score -1.047589e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 26127 members 
Mstep: Class 3 contains 45108 members 
Mstep: Class 4 contains 227148 members 
Mstep: Class 5 contains 13654 members 
Mstep: Class 6 contains 6611 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60351 members 
Mstep: Class 9 contains 42059 members 
Mstep: Class 10 contains 22066 members 
Mstep: Class 11 contains 6963 members 
Mstep: Class 12 contains 17874 members 
Mstep: Class 13 contains 33928 members 
Mstep: Class 14 contains 2144 members 
Mstep: Class 15 contains 4293 members 
Mstep: Class 16 contains 1946 members 
Mstep: Class 17 contains 2704 members 
Mstep: Class 18 contains 192881 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19812 members 
Mstep: Class 21 contains 65267 members 
Mstep: Class 23 contains 57991 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759096.000000 Penalty: 77926.218750
Iteration 312Q: 24 clusters Score -1.047591e+08 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 26132 members 
Mstep: Class 3 contains 45111 members 
Mstep: Class 4 contains 226975 members 
Mstep: Class 5 contains 13652 members 
Mstep: Class 6 contains 6611 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60355 members 
Mstep: Class 9 contains 42068 members 
Mstep: Class 10 contains 22066 members 
Mstep: Class 11 contains 6952 members 
Mstep: Class 12 contains 17873 members 
Mstep: Class 13 contains 33919 members 
Mstep: Class 14 contains 2141 members 
Mstep: Class 15 contains 4291 members 
Mstep: Class 16 contains 1944 members 
Mstep: Class 17 contains 2704 members 
Mstep: Class 18 contains 192834 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19815 members 
Mstep: Class 21 contains 65230 members 
Mstep: Class 23 contains 58254 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758832.000000 Penalty: 77926.218750
Iteration 313Q: 24 clusters Score -1.047588e+08 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 26132 members 
Mstep: Class 3 contains 45111 members 
Mstep: Class 4 contains 226820 members 
Mstep: Class 5 contains 13649 members 
Mstep: Class 6 contains 6611 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60363 members 
Mstep: Class 9 contains 42076 members 
Mstep: Class 10 contains 22070 members 
Mstep: Class 11 contains 6936 members 
Mstep: Class 12 contains 17874 members 
Mstep: Class 13 contains 33907 members 
Mstep: Class 14 contains 2139 members 
Mstep: Class 15 contains 4285 members 
Mstep: Class 16 contains 1945 members 
Mstep: Class 17 contains 2704 members 
Mstep: Class 18 contains 192814 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19822 members 
Mstep: Class 21 contains 65186 members 
Mstep: Class 23 contains 58483 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758760.000000 Penalty: 77926.218750
Iteration 314Q: 24 clusters Score -1.047588e+08 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 26136 members 
Mstep: Class 3 contains 45104 members 
Mstep: Class 4 contains 226720 members 
Mstep: Class 5 contains 13648 members 
Mstep: Class 6 contains 6611 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60367 members 
Mstep: Class 9 contains 42080 members 
Mstep: Class 10 contains 22074 members 
Mstep: Class 11 contains 6919 members 
Mstep: Class 12 contains 17877 members 
Mstep: Class 13 contains 33902 members 
Mstep: Class 14 contains 2139 members 
Mstep: Class 15 contains 4281 members 
Mstep: Class 16 contains 1943 members 
Mstep: Class 17 contains 2703 members 
Mstep: Class 18 contains 192768 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19830 members 
Mstep: Class 21 contains 65133 members 
Mstep: Class 23 contains 58692 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758680.000000 Penalty: 77926.218750
Iteration 315Q: 24 clusters Score -1.047587e+08 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 26147 members 
Mstep: Class 3 contains 45102 members 
Mstep: Class 4 contains 226616 members 
Mstep: Class 5 contains 13638 members 
Mstep: Class 6 contains 6611 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60367 members 
Mstep: Class 9 contains 42084 members 
Mstep: Class 10 contains 22080 members 
Mstep: Class 11 contains 6904 members 
Mstep: Class 12 contains 17878 members 
Mstep: Class 13 contains 33896 members 
Mstep: Class 14 contains 2141 members 
Mstep: Class 15 contains 4281 members 
Mstep: Class 16 contains 1943 members 
Mstep: Class 17 contains 2703 members 
Mstep: Class 18 contains 192733 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19837 members 
Mstep: Class 21 contains 65065 members 
Mstep: Class 23 contains 58901 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758752.000000 Penalty: 77926.218750
Iteration 316Q: 24 clusters Score -1.047588e+08 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 26155 members 
Mstep: Class 3 contains 45104 members 
Mstep: Class 4 contains 226489 members 
Mstep: Class 5 contains 13635 members 
Mstep: Class 6 contains 6611 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60370 members 
Mstep: Class 9 contains 42098 members 
Mstep: Class 10 contains 22087 members 
Mstep: Class 11 contains 6888 members 
Mstep: Class 12 contains 17882 members 
Mstep: Class 13 contains 33896 members 
Mstep: Class 14 contains 2142 members 
Mstep: Class 15 contains 4278 members 
Mstep: Class 16 contains 1942 members 
Mstep: Class 17 contains 2703 members 
Mstep: Class 18 contains 192671 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19845 members 
Mstep: Class 21 contains 65007 members 
Mstep: Class 23 contains 59124 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759040.000000 Penalty: 77926.218750
Iteration 317Q: 24 clusters Score -1.04759e+08 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 26162 members 
Mstep: Class 3 contains 45101 members 
Mstep: Class 4 contains 226382 members 
Mstep: Class 5 contains 13630 members 
Mstep: Class 6 contains 6611 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60369 members 
Mstep: Class 9 contains 42102 members 
Mstep: Class 10 contains 22085 members 
Mstep: Class 11 contains 6869 members 
Mstep: Class 12 contains 17885 members 
Mstep: Class 13 contains 33886 members 
Mstep: Class 14 contains 2145 members 
Mstep: Class 15 contains 4273 members 
Mstep: Class 16 contains 1942 members 
Mstep: Class 17 contains 2703 members 
Mstep: Class 18 contains 192645 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19842 members 
Mstep: Class 21 contains 64953 members 
Mstep: Class 23 contains 59342 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759072.000000 Penalty: 77926.218750
Iteration 318Q: 24 clusters Score -1.047591e+08 nChanged 722
Entering ConstructFrom: 
Score: -104759072.000000 Penalty: 77926.218750
Entering ConstructFrom: 
Trying to split cluster 1 (5458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Entering Unmasked Estep 
Score: -690349.062500 Penalty: 2133.999756
	Iteration 0F: 2 clusters Score -690349.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -685514.812500 Penalty: 4267.999512
	Iteration 0F: 3 clusters Score -685514.8 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -686655.250000 Penalty: 4267.999512
	Iteration 1F: 3 clusters Score -686655.2 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -686840.812500 Penalty: 4267.999512
	Iteration 2F: 3 clusters Score -686840.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -686949.062500 Penalty: 4267.999512
	Iteration 3Q: 3 clusters Score -686949.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -687025.312500 Penalty: 4267.999512
	Iteration 4Q: 3 clusters Score -687025.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -687083.062500 Penalty: 4267.999512
	Iteration 5Q: 3 clusters Score -687083.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -687133.000000 Penalty: 4267.999512
	Iteration 6Q: 3 clusters Score -687133 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -687175.875000 Penalty: 4267.999512
	Iteration 7Q: 3 clusters Score -687175.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -687204.250000 Penalty: 4267.999512
	Iteration 8Q: 3 clusters Score -687204.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -687229.687500 Penalty: 4267.999512
	Iteration 9Q: 3 clusters Score -687229.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -687249.625000 Penalty: 4267.999512
	Iteration 10Q: 3 clusters Score -687249.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -687264.000000 Penalty: 4267.999512
	Iteration 11Q: 3 clusters Score -687264 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -687275.625000 Penalty: 4267.999512
	Iteration 12Q: 3 clusters Score -687275.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -687289.812500 Penalty: 4267.999512
	Iteration 13Q: 3 clusters Score -687289.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -687304.500000 Penalty: 4267.999512
	Iteration 14Q: 3 clusters Score -687304.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -687319.437500 Penalty: 4267.999512
	Iteration 15Q: 3 clusters Score -687319.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -687330.375000 Penalty: 4267.999512
	Iteration 16Q: 3 clusters Score -687330.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -687339.750000 Penalty: 4267.999512
	Iteration 17Q: 3 clusters Score -687339.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -687347.437500 Penalty: 4267.999512
	Iteration 18Q: 3 clusters Score -687347.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -687353.250000 Penalty: 4267.999512
	Iteration 19Q: 3 clusters Score -687353.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -687361.937500 Penalty: 4267.999512
	Iteration 20F: 3 clusters Score -687361.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -687373.500000 Penalty: 4267.999512
	Iteration 21Q: 3 clusters Score -687373.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -687384.250000 Penalty: 4267.999512
	Iteration 22Q: 3 clusters Score -687384.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -687399.125000 Penalty: 4267.999512
	Iteration 23Q: 3 clusters Score -687399.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -687415.875000 Penalty: 4267.999512
	Iteration 24Q: 3 clusters Score -687415.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -687431.312500 Penalty: 4267.999512
	Iteration 25Q: 3 clusters Score -687431.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -687444.750000 Penalty: 4267.999512
	Iteration 26Q: 3 clusters Score -687444.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -687462.812500 Penalty: 4267.999512
	Iteration 27Q: 3 clusters Score -687462.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -687482.500000 Penalty: 4267.999512
	Iteration 28Q: 3 clusters Score -687482.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -687502.500000 Penalty: 4267.999512
	Iteration 29Q: 3 clusters Score -687502.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -687522.875000 Penalty: 4267.999512
	Iteration 30Q: 3 clusters Score -687522.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -687544.687500 Penalty: 4267.999512
	Iteration 31Q: 3 clusters Score -687544.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -687567.062500 Penalty: 4267.999512
	Iteration 32Q: 3 clusters Score -687567.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -687596.812500 Penalty: 4267.999512
	Iteration 33Q: 3 clusters Score -687596.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -687629.187500 Penalty: 4267.999512
	Iteration 34Q: 3 clusters Score -687629.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -687661.250000 Penalty: 4267.999512
	Iteration 35Q: 3 clusters Score -687661.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -687696.625000 Penalty: 4267.999512
	Iteration 36Q: 3 clusters Score -687696.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -687735.437500 Penalty: 4267.999512
	Iteration 37Q: 3 clusters Score -687735.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -687790.375000 Penalty: 4267.999512
	Iteration 38Q: 3 clusters Score -687790.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -687829.062500 Penalty: 4267.999512
	Iteration 39Q: 3 clusters Score -687829.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -687873.250000 Penalty: 4267.999512
	Iteration 40F: 3 clusters Score -687873.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -687922.000000 Penalty: 4267.999512
	Iteration 41Q: 3 clusters Score -687922 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -687975.687500 Penalty: 4267.999512
	Iteration 42Q: 3 clusters Score -687975.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -688024.500000 Penalty: 4267.999512
	Iteration 43Q: 3 clusters Score -688024.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -688076.000000 Penalty: 4267.999512
	Iteration 44Q: 3 clusters Score -688076 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -688116.375000 Penalty: 4267.999512
	Iteration 45Q: 3 clusters Score -688116.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -688159.937500 Penalty: 4267.999512
	Iteration 46Q: 3 clusters Score -688159.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -688207.187500 Penalty: 4267.999512
	Iteration 47Q: 3 clusters Score -688207.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -688246.500000 Penalty: 4267.999512
	Iteration 48Q: 3 clusters Score -688246.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -688274.437500 Penalty: 4267.999512
	Iteration 49Q: 3 clusters Score -688274.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -688297.937500 Penalty: 4267.999512
	Iteration 50Q: 3 clusters Score -688297.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -688316.562500 Penalty: 4267.999512
	Iteration 51Q: 3 clusters Score -688316.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -688332.750000 Penalty: 4267.999512
	Iteration 52Q: 3 clusters Score -688332.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -688348.812500 Penalty: 4267.999512
	Iteration 53Q: 3 clusters Score -688348.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -688363.937500 Penalty: 4267.999512
	Iteration 54Q: 3 clusters Score -688363.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -688381.437500 Penalty: 4267.999512
	Iteration 55Q: 3 clusters Score -688381.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -688400.875000 Penalty: 4267.999512
	Iteration 56Q: 3 clusters Score -688400.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -688412.937500 Penalty: 4267.999512
	Iteration 57Q: 3 clusters Score -688412.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -688418.812500 Penalty: 4267.999512
	Iteration 58Q: 3 clusters Score -688418.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -688419.812500 Penalty: 4267.999512
	Iteration 59Q: 3 clusters Score -688419.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -688419.750000 Penalty: 4267.999512
	Iteration 60F: 3 clusters Score -688419.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -688421.687500 Penalty: 4267.999512
	Iteration 61Q: 3 clusters Score -688421.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -688424.937500 Penalty: 4267.999512
	Iteration 62Q: 3 clusters Score -688424.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -688428.187500 Penalty: 4267.999512
	Iteration 63Q: 3 clusters Score -688428.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -688431.937500 Penalty: 4267.999512
	Iteration 64Q: 3 clusters Score -688431.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -688435.375000 Penalty: 4267.999512
	Iteration 65Q: 3 clusters Score -688435.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -688443.000000 Penalty: 4267.999512
	Iteration 66Q: 3 clusters Score -688443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -688447.562500 Penalty: 4267.999512
	Iteration 67Q: 3 clusters Score -688447.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -688451.062500 Penalty: 4267.999512
	Iteration 68Q: 3 clusters Score -688451.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -688458.062500 Penalty: 4267.999512
	Iteration 69Q: 3 clusters Score -688458.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -688460.625000 Penalty: 4267.999512
	Iteration 70Q: 3 clusters Score -688460.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -688460.375000 Penalty: 4267.999512
	Iteration 71Q: 3 clusters Score -688460.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -688460.375000 Penalty: 4267.999512
	Iteration 72F: 3 clusters Score -688460.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Entering Unmasked Estep 
Score: -3300214.750000 Penalty: 2522.738037
	Iteration 0F: 2 clusters Score -3300215 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -3282076.500000 Penalty: 5045.476074
	Iteration 0F: 3 clusters Score -3282076 nChanged 11718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -3288275.750000 Penalty: 5045.476074
	Iteration 1F: 3 clusters Score -3288276 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -3288589.750000 Penalty: 5045.476074
	Iteration 2Q: 3 clusters Score -3288590 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -3288881.500000 Penalty: 5045.476074
	Iteration 3Q: 3 clusters Score -3288882 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -3289153.250000 Penalty: 5045.476074
	Iteration 4Q: 3 clusters Score -3289153 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -3289452.500000 Penalty: 5045.476074
	Iteration 5Q: 3 clusters Score -3289452 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -3289849.500000 Penalty: 5045.476074
	Iteration 6Q: 3 clusters Score -3289850 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -3290288.000000 Penalty: 5045.476074
	Iteration 7Q: 3 clusters Score -3290288 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -3290846.250000 Penalty: 5045.476074
	Iteration 8Q: 3 clusters Score -3290846 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -3291644.750000 Penalty: 5045.476074
	Iteration 9F: 3 clusters Score -3291645 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -3292747.000000 Penalty: 5045.476074
	Iteration 10F: 3 clusters Score -3292747 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -3294025.250000 Penalty: 5045.476074
	Iteration 11F: 3 clusters Score -3294025 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -3295286.250000 Penalty: 5045.476074
	Iteration 12F: 3 clusters Score -3295286 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -3296188.250000 Penalty: 5045.476074
	Iteration 13Q: 3 clusters Score -3296188 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -3296661.250000 Penalty: 5045.476074
	Iteration 14Q: 3 clusters Score -3296661 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 22159 members 
Entering Unmasked Estep 
Score: -3296920.500000 Penalty: 5045.476074
	Iteration 15Q: 3 clusters Score -3296920 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -3297076.250000 Penalty: 5045.476074
	Iteration 16Q: 3 clusters Score -3297076 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -3297195.500000 Penalty: 5045.476074
	Iteration 17Q: 3 clusters Score -3297196 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -3297281.500000 Penalty: 5045.476074
	Iteration 18Q: 3 clusters Score -3297282 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
Score: -3297379.500000 Penalty: 5045.476074
	Iteration 19Q: 3 clusters Score -3297380 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -3297453.000000 Penalty: 5045.476074
	Iteration 20F: 3 clusters Score -3297453 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -3297516.000000 Penalty: 5045.476074
	Iteration 21Q: 3 clusters Score -3297516 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -3297600.250000 Penalty: 5045.476074
	Iteration 22Q: 3 clusters Score -3297600 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
Score: -3297671.250000 Penalty: 5045.476074
	Iteration 23Q: 3 clusters Score -3297671 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -3297712.250000 Penalty: 5045.476074
	Iteration 24Q: 3 clusters Score -3297712 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -3297747.000000 Penalty: 5045.476074
	Iteration 25Q: 3 clusters Score -3297747 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -3297781.250000 Penalty: 5045.476074
	Iteration 26Q: 3 clusters Score -3297781 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -3297829.250000 Penalty: 5045.476074
	Iteration 27Q: 3 clusters Score -3297829 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -3297851.500000 Penalty: 5045.476074
	Iteration 28Q: 3 clusters Score -3297852 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -3297882.500000 Penalty: 5045.476074
	Iteration 29Q: 3 clusters Score -3297882 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 24386 members 
Entering Unmasked Estep 
Score: -3297906.750000 Penalty: 5045.476074
	Iteration 30Q: 3 clusters Score -3297907 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -3297929.000000 Penalty: 5045.476074
	Iteration 31Q: 3 clusters Score -3297929 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -3297940.000000 Penalty: 5045.476074
	Iteration 32Q: 3 clusters Score -3297940 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -3297957.000000 Penalty: 5045.476074
	Iteration 33Q: 3 clusters Score -3297957 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -3297973.000000 Penalty: 5045.476074
	Iteration 34Q: 3 clusters Score -3297973 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 24621 members 
Entering Unmasked Estep 
Score: -3297991.250000 Penalty: 5045.476074
	Iteration 35Q: 3 clusters Score -3297991 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 24662 members 
Entering Unmasked Estep 
Score: -3298009.000000 Penalty: 5045.476074
	Iteration 36Q: 3 clusters Score -3298009 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 24707 members 
Entering Unmasked Estep 
Score: -3298022.750000 Penalty: 5045.476074
	Iteration 37Q: 3 clusters Score -3298023 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -3298037.500000 Penalty: 5045.476074
	Iteration 38Q: 3 clusters Score -3298038 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -3298058.250000 Penalty: 5045.476074
	Iteration 39Q: 3 clusters Score -3298058 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 24832 members 
Entering Unmasked Estep 
Score: -3298057.750000 Penalty: 5045.476074
	Iteration 40F: 3 clusters Score -3298058 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 24858 members 
Entering Unmasked Estep 
Score: -3298066.250000 Penalty: 5045.476074
	Iteration 41Q: 3 clusters Score -3298066 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 24886 members 
Entering Unmasked Estep 
Score: -3298076.750000 Penalty: 5045.476074
	Iteration 42Q: 3 clusters Score -3298077 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -3298084.750000 Penalty: 5045.476074
	Iteration 43Q: 3 clusters Score -3298085 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 24933 members 
Entering Unmasked Estep 
Score: -3298091.750000 Penalty: 5045.476074
	Iteration 44Q: 3 clusters Score -3298092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -3298090.750000 Penalty: 5045.476074
	Iteration 45Q: 3 clusters Score -3298091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -3298095.500000 Penalty: 5045.476074
	Iteration 46Q: 3 clusters Score -3298096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -3298094.750000 Penalty: 5045.476074
	Iteration 47Q: 3 clusters Score -3298095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 24972 members 
Entering Unmasked Estep 
Score: -3298103.500000 Penalty: 5045.476074
	Iteration 48Q: 3 clusters Score -3298104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -3298108.000000 Penalty: 5045.476074
	Iteration 49Q: 3 clusters Score -3298108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -3298104.750000 Penalty: 5045.476074
	Iteration 50Q: 3 clusters Score -3298105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -3298109.500000 Penalty: 5045.476074
	Iteration 51Q: 3 clusters Score -3298110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -3298109.250000 Penalty: 5045.476074
	Iteration 52Q: 3 clusters Score -3298109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 24989 members 
Entering Unmasked Estep 
Score: -3298107.750000 Penalty: 5045.476074
	Iteration 53Q: 3 clusters Score -3298108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -3298110.000000 Penalty: 5045.476074
	Iteration 54Q: 3 clusters Score -3298110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 24990 members 
Entering Unmasked Estep 
Score: -3298110.000000 Penalty: 5045.476074
	Iteration 55F: 3 clusters Score -3298110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (45100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45100 members 
Entering Unmasked Estep 
Score: -5689395.500000 Penalty: 2657.726074
	Iteration 0F: 2 clusters Score -5689396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -5658779.000000 Penalty: 5315.452148
	Iteration 0F: 3 clusters Score -5658779 nChanged 20856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -5670220.000000 Penalty: 5315.452148
	Iteration 1F: 3 clusters Score -5670220 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -5670708.500000 Penalty: 5315.452148
	Iteration 2Q: 3 clusters Score -5670708 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21909 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -5671158.000000 Penalty: 5315.452148
	Iteration 3Q: 3 clusters Score -5671158 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21548 members 
Mstep: Class 2 contains 23552 members 
Entering Unmasked Estep 
Score: -5671679.500000 Penalty: 5315.452148
	Iteration 4Q: 3 clusters Score -5671680 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -5672230.500000 Penalty: 5315.452148
	Iteration 5Q: 3 clusters Score -5672230 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 24877 members 
Entering Unmasked Estep 
Score: -5672889.500000 Penalty: 5315.452148
	Iteration 6Q: 3 clusters Score -5672890 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -5673726.500000 Penalty: 5315.452148
	Iteration 7Q: 3 clusters Score -5673726 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -5674814.000000 Penalty: 5315.452148
	Iteration 8Q: 3 clusters Score -5674814 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 29207 members 
Entering Unmasked Estep 
Score: -5676202.500000 Penalty: 5315.452148
	Iteration 9F: 3 clusters Score -5676202 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 31335 members 
Entering Unmasked Estep 
Score: -5677818.500000 Penalty: 5315.452148
	Iteration 10F: 3 clusters Score -5677818 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -5679724.000000 Penalty: 5315.452148
	Iteration 11F: 3 clusters Score -5679724 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 35865 members 
Entering Unmasked Estep 
Score: -5681508.000000 Penalty: 5315.452148
	Iteration 12F: 3 clusters Score -5681508 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -5682939.000000 Penalty: 5315.452148
	Iteration 13Q: 3 clusters Score -5682939 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 39052 members 
Entering Unmasked Estep 
Score: -5684002.500000 Penalty: 5315.452148
	Iteration 14Q: 3 clusters Score -5684002 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -5684742.500000 Penalty: 5315.452148
	Iteration 15Q: 3 clusters Score -5684742 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 40863 members 
Entering Unmasked Estep 
Score: -5685207.000000 Penalty: 5315.452148
	Iteration 16Q: 3 clusters Score -5685207 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 41462 members 
Entering Unmasked Estep 
Score: -5685573.000000 Penalty: 5315.452148
	Iteration 17Q: 3 clusters Score -5685573 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 41968 members 
Entering Unmasked Estep 
Score: -5685874.500000 Penalty: 5315.452148
	Iteration 18Q: 3 clusters Score -5685874 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 42380 members 
Entering Unmasked Estep 
Score: -5686094.000000 Penalty: 5315.452148
	Iteration 19Q: 3 clusters Score -5686094 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 42719 members 
Entering Unmasked Estep 
Score: -5686276.500000 Penalty: 5315.452148
	Iteration 20F: 3 clusters Score -5686276 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 43009 members 
Entering Unmasked Estep 
Score: -5686428.500000 Penalty: 5315.452148
	Iteration 21Q: 3 clusters Score -5686428 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 43253 members 
Entering Unmasked Estep 
Score: -5686535.000000 Penalty: 5315.452148
	Iteration 22Q: 3 clusters Score -5686535 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 43461 members 
Entering Unmasked Estep 
Score: -5686648.000000 Penalty: 5315.452148
	Iteration 23Q: 3 clusters Score -5686648 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 43605 members 
Entering Unmasked Estep 
Score: -5686726.500000 Penalty: 5315.452148
	Iteration 24Q: 3 clusters Score -5686726 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 43737 members 
Entering Unmasked Estep 
Score: -5686802.000000 Penalty: 5315.452148
	Iteration 25Q: 3 clusters Score -5686802 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 43840 members 
Entering Unmasked Estep 
Score: -5686851.500000 Penalty: 5315.452148
	Iteration 26Q: 3 clusters Score -5686852 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 43942 members 
Entering Unmasked Estep 
Score: -5686885.500000 Penalty: 5315.452148
	Iteration 27Q: 3 clusters Score -5686886 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 44013 members 
Entering Unmasked Estep 
Score: -5686931.000000 Penalty: 5315.452148
	Iteration 28Q: 3 clusters Score -5686931 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 44063 members 
Entering Unmasked Estep 
Score: -5686938.500000 Penalty: 5315.452148
	Iteration 29Q: 3 clusters Score -5686938 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 44106 members 
Entering Unmasked Estep 
Score: -5686942.500000 Penalty: 5315.452148
	Iteration 30Q: 3 clusters Score -5686942 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 44140 members 
Entering Unmasked Estep 
Score: -5686971.500000 Penalty: 5315.452148
	Iteration 31Q: 3 clusters Score -5686972 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 44169 members 
Entering Unmasked Estep 
Score: -5686979.500000 Penalty: 5315.452148
	Iteration 32Q: 3 clusters Score -5686980 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 44194 members 
Entering Unmasked Estep 
Score: -5686995.000000 Penalty: 5315.452148
	Iteration 33Q: 3 clusters Score -5686995 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 44217 members 
Entering Unmasked Estep 
Score: -5687010.000000 Penalty: 5315.452148
	Iteration 34Q: 3 clusters Score -5687010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 44232 members 
Entering Unmasked Estep 
Score: -5687011.500000 Penalty: 5315.452148
	Iteration 35Q: 3 clusters Score -5687012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 44244 members 
Entering Unmasked Estep 
Score: -5687025.500000 Penalty: 5315.452148
	Iteration 36Q: 3 clusters Score -5687026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 44255 members 
Entering Unmasked Estep 
Score: -5687035.500000 Penalty: 5315.452148
	Iteration 37Q: 3 clusters Score -5687036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 44267 members 
Entering Unmasked Estep 
Score: -5687037.500000 Penalty: 5315.452148
	Iteration 38Q: 3 clusters Score -5687038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 44273 members 
Entering Unmasked Estep 
Score: -5687032.500000 Penalty: 5315.452148
	Iteration 39Q: 3 clusters Score -5687032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 44279 members 
Entering Unmasked Estep 
Score: -5687025.000000 Penalty: 5315.452148
	Iteration 40F: 3 clusters Score -5687025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 44281 members 
Entering Unmasked Estep 
Score: -5687031.500000 Penalty: 5315.452148
	Iteration 41Q: 3 clusters Score -5687032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 44283 members 
Entering Unmasked Estep 
Score: -5687034.500000 Penalty: 5315.452148
	Iteration 42Q: 3 clusters Score -5687034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 44287 members 
Entering Unmasked Estep 
Score: -5687042.000000 Penalty: 5315.452148
	Iteration 43Q: 3 clusters Score -5687042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 44291 members 
Entering Unmasked Estep 
Score: -5687040.500000 Penalty: 5315.452148
	Iteration 44Q: 3 clusters Score -5687040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 44294 members 
Entering Unmasked Estep 
Score: -5687042.500000 Penalty: 5315.452148
	Iteration 45Q: 3 clusters Score -5687042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 44296 members 
Entering Unmasked Estep 
Score: -5687038.000000 Penalty: 5315.452148
	Iteration 46Q: 3 clusters Score -5687038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 44300 members 
Entering Unmasked Estep 
Score: -5687046.000000 Penalty: 5315.452148
	Iteration 47Q: 3 clusters Score -5687046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 44304 members 
Entering Unmasked Estep 
Score: -5687037.500000 Penalty: 5315.452148
	Iteration 48Q: 3 clusters Score -5687038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 44307 members 
Entering Unmasked Estep 
Score: -5687046.000000 Penalty: 5315.452148
	Iteration 49Q: 3 clusters Score -5687046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 44311 members 
Entering Unmasked Estep 
Score: -5687052.000000 Penalty: 5315.452148
	Iteration 50Q: 3 clusters Score -5687052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 44321 members 
Entering Unmasked Estep 
Score: -5687062.000000 Penalty: 5315.452148
	Iteration 51Q: 3 clusters Score -5687062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 44325 members 
Entering Unmasked Estep 
Score: -5687071.000000 Penalty: 5315.452148
	Iteration 52Q: 3 clusters Score -5687071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 44332 members 
Entering Unmasked Estep 
Score: -5687081.000000 Penalty: 5315.452148
	Iteration 53Q: 3 clusters Score -5687081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 44343 members 
Entering Unmasked Estep 
Score: -5687085.500000 Penalty: 5315.452148
	Iteration 54Q: 3 clusters Score -5687086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 44352 members 
Entering Unmasked Estep 
Score: -5687089.500000 Penalty: 5315.452148
	Iteration 55Q: 3 clusters Score -5687090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 44368 members 
Entering Unmasked Estep 
Score: -5687103.000000 Penalty: 5315.452148
	Iteration 56Q: 3 clusters Score -5687103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 44381 members 
Entering Unmasked Estep 
Score: -5687106.000000 Penalty: 5315.452148
	Iteration 57Q: 3 clusters Score -5687106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 44390 members 
Entering Unmasked Estep 
Score: -5687109.500000 Penalty: 5315.452148
	Iteration 58Q: 3 clusters Score -5687110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 44396 members 
Entering Unmasked Estep 
Score: -5687115.500000 Penalty: 5315.452148
	Iteration 59Q: 3 clusters Score -5687116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 44401 members 
Entering Unmasked Estep 
Score: -5687116.500000 Penalty: 5315.452148
	Iteration 60F: 3 clusters Score -5687116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 44405 members 
Entering Unmasked Estep 
Score: -5687116.000000 Penalty: 5315.452148
	Iteration 61Q: 3 clusters Score -5687116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 44412 members 
Entering Unmasked Estep 
Score: -5687115.500000 Penalty: 5315.452148
	Iteration 62Q: 3 clusters Score -5687116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 44418 members 
Entering Unmasked Estep 
Score: -5687117.500000 Penalty: 5315.452148
	Iteration 63Q: 3 clusters Score -5687118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 44424 members 
Entering Unmasked Estep 
Score: -5687125.000000 Penalty: 5315.452148
	Iteration 64Q: 3 clusters Score -5687125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 44430 members 
Entering Unmasked Estep 
Score: -5687119.500000 Penalty: 5315.452148
	Iteration 65Q: 3 clusters Score -5687120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 44438 members 
Entering Unmasked Estep 
Score: -5687121.000000 Penalty: 5315.452148
	Iteration 66Q: 3 clusters Score -5687121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 44444 members 
Entering Unmasked Estep 
Score: -5687130.000000 Penalty: 5315.452148
	Iteration 67Q: 3 clusters Score -5687130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 44448 members 
Entering Unmasked Estep 
Score: -5687128.000000 Penalty: 5315.452148
	Iteration 68Q: 3 clusters Score -5687128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 44451 members 
Entering Unmasked Estep 
Score: -5687126.500000 Penalty: 5315.452148
	Iteration 69Q: 3 clusters Score -5687126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 44452 members 
Entering Unmasked Estep 
Score: -5687129.000000 Penalty: 5315.452148
	Iteration 70Q: 3 clusters Score -5687129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 44455 members 
Entering Unmasked Estep 
Score: -5687130.500000 Penalty: 5315.452148
	Iteration 71Q: 3 clusters Score -5687130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 44458 members 
Entering Unmasked Estep 
Score: -5687129.000000 Penalty: 5315.452148
	Iteration 72Q: 3 clusters Score -5687129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 44465 members 
Entering Unmasked Estep 
Score: -5687140.000000 Penalty: 5315.452148
	Iteration 73Q: 3 clusters Score -5687140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 44469 members 
Entering Unmasked Estep 
Score: -5687140.500000 Penalty: 5315.452148
	Iteration 74Q: 3 clusters Score -5687140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 44474 members 
Entering Unmasked Estep 
Score: -5687145.000000 Penalty: 5315.452148
	Iteration 75Q: 3 clusters Score -5687145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 44476 members 
Entering Unmasked Estep 
Score: -5687142.000000 Penalty: 5315.452148
	Iteration 76Q: 3 clusters Score -5687142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 44476 members 
Entering Unmasked Estep 
Score: -5687142.000000 Penalty: 5315.452148
	Iteration 77F: 3 clusters Score -5687142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (226241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226241 members 
Entering Unmasked Estep 
Score: -28103406.000000 Penalty: 3057.680420
	Iteration 0F: 2 clusters Score -2.810341e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112709 members 
Mstep: Class 2 contains 113532 members 
Entering Unmasked Estep 
Score: -27958838.000000 Penalty: 6115.360840
	Iteration 0F: 3 clusters Score -2.795884e+07 nChanged 109032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104633 members 
Mstep: Class 2 contains 121608 members 
Entering Unmasked Estep 
Score: -28023552.000000 Penalty: 6115.360840
	Iteration 1F: 3 clusters Score -2.802355e+07 nChanged 7931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99262 members 
Mstep: Class 2 contains 126979 members 
Entering Unmasked Estep 
Score: -28025790.000000 Penalty: 6115.360840
	Iteration 2Q: 3 clusters Score -2.802579e+07 nChanged 10211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90989 members 
Mstep: Class 2 contains 135252 members 
Entering Unmasked Estep 
Score: -28030178.000000 Penalty: 6115.360840
	Iteration 3Q: 3 clusters Score -2.803018e+07 nChanged 13913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78872 members 
Mstep: Class 2 contains 147369 members 
Entering Unmasked Estep 
Score: -28038912.000000 Penalty: 6115.360840
	Iteration 4F: 3 clusters Score -2.803891e+07 nChanged 18383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62285 members 
Mstep: Class 2 contains 163956 members 
Entering Unmasked Estep 
Score: -28052632.000000 Penalty: 6115.360840
	Iteration 5F: 3 clusters Score -2.805263e+07 nChanged 20239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42968 members 
Mstep: Class 2 contains 183273 members 
Entering Unmasked Estep 
Score: -28070738.000000 Penalty: 6115.360840
	Iteration 6F: 3 clusters Score -2.807074e+07 nChanged 17575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 200504 members 
Entering Unmasked Estep 
Score: -28087116.000000 Penalty: 6115.360840
	Iteration 7F: 3 clusters Score -2.808712e+07 nChanged 11546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 211962 members 
Entering Unmasked Estep 
Score: -28096478.000000 Penalty: 6115.360840
	Iteration 8F: 3 clusters Score -2.809648e+07 nChanged 6131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 218031 members 
Entering Unmasked Estep 
Score: -28100120.000000 Penalty: 6115.360840
	Iteration 9Q: 3 clusters Score -2.810012e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 220899 members 
Entering Unmasked Estep 
Score: -28101592.000000 Penalty: 6115.360840
	Iteration 10Q: 3 clusters Score -2.810159e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 222278 members 
Entering Unmasked Estep 
Score: -28102082.000000 Penalty: 6115.360840
	Iteration 11Q: 3 clusters Score -2.810208e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 223018 members 
Entering Unmasked Estep 
Score: -28102172.000000 Penalty: 6115.360840
	Iteration 12Q: 3 clusters Score -2.810217e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 223487 members 
Entering Unmasked Estep 
Score: -28102352.000000 Penalty: 6115.360840
	Iteration 13Q: 3 clusters Score -2.810235e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 223814 members 
Entering Unmasked Estep 
Score: -28102302.000000 Penalty: 6115.360840
	Iteration 14Q: 3 clusters Score -2.81023e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 224047 members 
Entering Unmasked Estep 
Score: -28102288.000000 Penalty: 6115.360840
	Iteration 15Q: 3 clusters Score -2.810229e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 224198 members 
Entering Unmasked Estep 
Score: -28102286.000000 Penalty: 6115.360840
	Iteration 16Q: 3 clusters Score -2.810229e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 224324 members 
Entering Unmasked Estep 
Score: -28102298.000000 Penalty: 6115.360840
	Iteration 17Q: 3 clusters Score -2.81023e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 224421 members 
Entering Unmasked Estep 
Score: -28102248.000000 Penalty: 6115.360840
	Iteration 18Q: 3 clusters Score -2.810225e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 224503 members 
Entering Unmasked Estep 
Score: -28102242.000000 Penalty: 6115.360840
	Iteration 19Q: 3 clusters Score -2.810224e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 224557 members 
Entering Unmasked Estep 
Score: -28102234.000000 Penalty: 6115.360840
	Iteration 20F: 3 clusters Score -2.810223e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 224605 members 
Entering Unmasked Estep 
Score: -28102206.000000 Penalty: 6115.360840
	Iteration 21Q: 3 clusters Score -2.810221e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 224638 members 
Entering Unmasked Estep 
Score: -28102162.000000 Penalty: 6115.360840
	Iteration 22Q: 3 clusters Score -2.810216e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 224665 members 
Entering Unmasked Estep 
Score: -28102140.000000 Penalty: 6115.360840
	Iteration 23Q: 3 clusters Score -2.810214e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 224687 members 
Entering Unmasked Estep 
Score: -28102092.000000 Penalty: 6115.360840
	Iteration 24Q: 3 clusters Score -2.810209e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 224703 members 
Entering Unmasked Estep 
Score: -28102096.000000 Penalty: 6115.360840
	Iteration 25Q: 3 clusters Score -2.81021e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 224718 members 
Entering Unmasked Estep 
Score: -28102088.000000 Penalty: 6115.360840
	Iteration 26Q: 3 clusters Score -2.810209e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 224736 members 
Entering Unmasked Estep 
Score: -28102114.000000 Penalty: 6115.360840
	Iteration 27Q: 3 clusters Score -2.810211e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 224756 members 
Entering Unmasked Estep 
Score: -28102120.000000 Penalty: 6115.360840
	Iteration 28Q: 3 clusters Score -2.810212e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 224775 members 
Entering Unmasked Estep 
Score: -28102070.000000 Penalty: 6115.360840
	Iteration 29Q: 3 clusters Score -2.810207e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 224790 members 
Entering Unmasked Estep 
Score: -28102088.000000 Penalty: 6115.360840
	Iteration 30Q: 3 clusters Score -2.810209e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 224798 members 
Entering Unmasked Estep 
Score: -28102070.000000 Penalty: 6115.360840
	Iteration 31Q: 3 clusters Score -2.810207e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 224804 members 
Entering Unmasked Estep 
Score: -28102076.000000 Penalty: 6115.360840
	Iteration 32Q: 3 clusters Score -2.810208e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 224816 members 
Entering Unmasked Estep 
Score: -28102078.000000 Penalty: 6115.360840
	Iteration 33Q: 3 clusters Score -2.810208e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 224825 members 
Entering Unmasked Estep 
Score: -28102064.000000 Penalty: 6115.360840
	Iteration 34Q: 3 clusters Score -2.810206e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 224829 members 
Entering Unmasked Estep 
Score: -28102080.000000 Penalty: 6115.360840
	Iteration 35Q: 3 clusters Score -2.810208e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 224842 members 
Entering Unmasked Estep 
Score: -28102064.000000 Penalty: 6115.360840
	Iteration 36Q: 3 clusters Score -2.810206e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 224853 members 
Entering Unmasked Estep 
Score: -28102074.000000 Penalty: 6115.360840
	Iteration 37Q: 3 clusters Score -2.810207e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 224857 members 
Entering Unmasked Estep 
Score: -28102058.000000 Penalty: 6115.360840
	Iteration 38Q: 3 clusters Score -2.810206e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 224859 members 
Entering Unmasked Estep 
Score: -28102068.000000 Penalty: 6115.360840
	Iteration 39Q: 3 clusters Score -2.810207e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 224860 members 
Entering Unmasked Estep 
Score: -28102080.000000 Penalty: 6115.360840
	Iteration 40F: 3 clusters Score -2.810208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 224861 members 
Entering Unmasked Estep 
Score: -28102078.000000 Penalty: 6115.360840
	Iteration 41Q: 3 clusters Score -2.810208e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 224862 members 
Entering Unmasked Estep 
Score: -28102082.000000 Penalty: 6115.360840
	Iteration 42Q: 3 clusters Score -2.810208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 224864 members 
Entering Unmasked Estep 
Score: -28102092.000000 Penalty: 6115.360840
	Iteration 43Q: 3 clusters Score -2.810209e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 224864 members 
Entering Unmasked Estep 
Score: -28102092.000000 Penalty: 6115.360840
	Iteration 44F: 3 clusters Score -2.810209e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Entering Unmasked Estep 
Score: -1698686.375000 Penalty: 2360.948730
	Iteration 0F: 2 clusters Score -1698686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1688719.750000 Penalty: 4721.897461
	Iteration 0F: 3 clusters Score -1688720 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1691859.500000 Penalty: 4721.897461
	Iteration 1F: 3 clusters Score -1691860 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1692308.750000 Penalty: 4721.897461
	Iteration 2F: 3 clusters Score -1692309 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1692739.625000 Penalty: 4721.897461
	Iteration 3F: 3 clusters Score -1692740 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1693232.875000 Penalty: 4721.897461
	Iteration 4F: 3 clusters Score -1693233 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1693767.625000 Penalty: 4721.897461
	Iteration 5F: 3 clusters Score -1693768 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1694354.500000 Penalty: 4721.897461
	Iteration 6F: 3 clusters Score -1694354 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1694916.125000 Penalty: 4721.897461
	Iteration 7F: 3 clusters Score -1694916 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1695451.375000 Penalty: 4721.897461
	Iteration 8Q: 3 clusters Score -1695451 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1695886.750000 Penalty: 4721.897461
	Iteration 9Q: 3 clusters Score -1695887 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1696225.500000 Penalty: 4721.897461
	Iteration 10Q: 3 clusters Score -1696226 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1696440.500000 Penalty: 4721.897461
	Iteration 11Q: 3 clusters Score -1696440 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1696550.625000 Penalty: 4721.897461
	Iteration 12Q: 3 clusters Score -1696551 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1696634.250000 Penalty: 4721.897461
	Iteration 13Q: 3 clusters Score -1696634 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1696703.625000 Penalty: 4721.897461
	Iteration 14Q: 3 clusters Score -1696704 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1696745.250000 Penalty: 4721.897461
	Iteration 15Q: 3 clusters Score -1696745 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1696777.625000 Penalty: 4721.897461
	Iteration 16Q: 3 clusters Score -1696778 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1696804.750000 Penalty: 4721.897461
	Iteration 17Q: 3 clusters Score -1696805 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1696832.125000 Penalty: 4721.897461
	Iteration 18Q: 3 clusters Score -1696832 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1696843.750000 Penalty: 4721.897461
	Iteration 19Q: 3 clusters Score -1696844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1696848.875000 Penalty: 4721.897461
	Iteration 20F: 3 clusters Score -1696849 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1696857.875000 Penalty: 4721.897461
	Iteration 21Q: 3 clusters Score -1696858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1696864.250000 Penalty: 4721.897461
	Iteration 22Q: 3 clusters Score -1696864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1696865.125000 Penalty: 4721.897461
	Iteration 23Q: 3 clusters Score -1696865 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1696866.750000 Penalty: 4721.897461
	Iteration 24Q: 3 clusters Score -1696867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1696865.750000 Penalty: 4721.897461
	Iteration 25Q: 3 clusters Score -1696866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1696867.875000 Penalty: 4721.897461
	Iteration 26Q: 3 clusters Score -1696868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1696868.375000 Penalty: 4721.897461
	Iteration 27Q: 3 clusters Score -1696868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1696868.375000 Penalty: 4721.897461
	Iteration 28F: 3 clusters Score -1696868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -837668.500000 Penalty: 2181.529785
	Iteration 0F: 2 clusters Score -837668.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -832110.187500 Penalty: 4363.059570
	Iteration 0F: 3 clusters Score -832110.2 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -833485.875000 Penalty: 4363.059570
	Iteration 1F: 3 clusters Score -833485.9 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -833741.187500 Penalty: 4363.059570
	Iteration 2F: 3 clusters Score -833741.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -833905.812500 Penalty: 4363.059570
	Iteration 3Q: 3 clusters Score -833905.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -834024.687500 Penalty: 4363.059570
	Iteration 4Q: 3 clusters Score -834024.7 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -834135.375000 Penalty: 4363.059570
	Iteration 5Q: 3 clusters Score -834135.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -834224.250000 Penalty: 4363.059570
	Iteration 6Q: 3 clusters Score -834224.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -834298.437500 Penalty: 4363.059570
	Iteration 7Q: 3 clusters Score -834298.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -834385.812500 Penalty: 4363.059570
	Iteration 8Q: 3 clusters Score -834385.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -834475.125000 Penalty: 4363.059570
	Iteration 9Q: 3 clusters Score -834475.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -834565.375000 Penalty: 4363.059570
	Iteration 10Q: 3 clusters Score -834565.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -834657.687500 Penalty: 4363.059570
	Iteration 11Q: 3 clusters Score -834657.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -834766.125000 Penalty: 4363.059570
	Iteration 12Q: 3 clusters Score -834766.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -834866.125000 Penalty: 4363.059570
	Iteration 13Q: 3 clusters Score -834866.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -834974.750000 Penalty: 4363.059570
	Iteration 14Q: 3 clusters Score -834974.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -835071.000000 Penalty: 4363.059570
	Iteration 15Q: 3 clusters Score -835071 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -835165.812500 Penalty: 4363.059570
	Iteration 16Q: 3 clusters Score -835165.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -835260.062500 Penalty: 4363.059570
	Iteration 17Q: 3 clusters Score -835260.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -835333.375000 Penalty: 4363.059570
	Iteration 18Q: 3 clusters Score -835333.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -835408.875000 Penalty: 4363.059570
	Iteration 19Q: 3 clusters Score -835408.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -835466.375000 Penalty: 4363.059570
	Iteration 20F: 3 clusters Score -835466.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -835521.375000 Penalty: 4363.059570
	Iteration 21Q: 3 clusters Score -835521.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -835570.250000 Penalty: 4363.059570
	Iteration 22Q: 3 clusters Score -835570.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -835611.125000 Penalty: 4363.059570
	Iteration 23Q: 3 clusters Score -835611.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -835654.812500 Penalty: 4363.059570
	Iteration 24Q: 3 clusters Score -835654.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -835681.500000 Penalty: 4363.059570
	Iteration 25Q: 3 clusters Score -835681.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -835706.437500 Penalty: 4363.059570
	Iteration 26Q: 3 clusters Score -835706.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -835722.187500 Penalty: 4363.059570
	Iteration 27Q: 3 clusters Score -835722.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -835738.562500 Penalty: 4363.059570
	Iteration 28Q: 3 clusters Score -835738.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -835755.312500 Penalty: 4363.059570
	Iteration 29Q: 3 clusters Score -835755.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -835771.187500 Penalty: 4363.059570
	Iteration 30Q: 3 clusters Score -835771.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -835775.562500 Penalty: 4363.059570
	Iteration 31Q: 3 clusters Score -835775.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -835780.937500 Penalty: 4363.059570
	Iteration 32Q: 3 clusters Score -835780.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -835789.937500 Penalty: 4363.059570
	Iteration 33Q: 3 clusters Score -835789.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -835799.875000 Penalty: 4363.059570
	Iteration 34Q: 3 clusters Score -835799.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -835804.250000 Penalty: 4363.059570
	Iteration 35Q: 3 clusters Score -835804.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -835809.750000 Penalty: 4363.059570
	Iteration 36Q: 3 clusters Score -835809.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -835813.562500 Penalty: 4363.059570
	Iteration 37Q: 3 clusters Score -835813.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -835814.437500 Penalty: 4363.059570
	Iteration 38Q: 3 clusters Score -835814.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -835814.437500 Penalty: 4363.059570
	Iteration 39F: 3 clusters Score -835814.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Entering Unmasked Estep 
Score: -163896.328125 Penalty: 1798.509277
	Iteration 0F: 2 clusters Score -163896.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -161781.562500 Penalty: 3597.018555
	Iteration 0F: 3 clusters Score -161781.6 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -162491.796875 Penalty: 3597.018555
	Iteration 1F: 3 clusters Score -162491.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -162918.984375 Penalty: 3597.018555
	Iteration 2F: 3 clusters Score -162919 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -163145.531250 Penalty: 3597.018555
	Iteration 3F: 3 clusters Score -163145.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -163311.843750 Penalty: 3597.018555
	Iteration 4Q: 3 clusters Score -163311.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -163398.515625 Penalty: 3597.018555
	Iteration 5Q: 3 clusters Score -163398.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -163434.328125 Penalty: 3597.018555
	Iteration 6Q: 3 clusters Score -163434.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -163458.875000 Penalty: 3597.018555
	Iteration 7Q: 3 clusters Score -163458.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -163468.640625 Penalty: 3597.018555
	Iteration 8Q: 3 clusters Score -163468.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -163474.031250 Penalty: 3597.018555
	Iteration 9Q: 3 clusters Score -163474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -163479.109375 Penalty: 3597.018555
	Iteration 10Q: 3 clusters Score -163479.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -163481.093750 Penalty: 3597.018555
	Iteration 11Q: 3 clusters Score -163481.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -163486.093750 Penalty: 3597.018555
	Iteration 12Q: 3 clusters Score -163486.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -163490.500000 Penalty: 3597.018555
	Iteration 13Q: 3 clusters Score -163490.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -163495.078125 Penalty: 3597.018555
	Iteration 14Q: 3 clusters Score -163495.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -163496.531250 Penalty: 3597.018555
	Iteration 15Q: 3 clusters Score -163496.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -163497.187500 Penalty: 3597.018555
	Iteration 16Q: 3 clusters Score -163497.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -163497.187500 Penalty: 3597.018555
	Iteration 17F: 3 clusters Score -163497.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (60375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60375 members 
Entering Unmasked Estep 
Score: -7626866.500000 Penalty: 2730.065918
	Iteration 0F: 2 clusters Score -7626866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 30172 members 
Entering Unmasked Estep 
Score: -7586372.500000 Penalty: 5460.131836
	Iteration 0F: 3 clusters Score -7586372 nChanged 28032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30297 members 
Mstep: Class 2 contains 30078 members 
Entering Unmasked Estep 
Score: -7601740.000000 Penalty: 5460.131836
	Iteration 1F: 3 clusters Score -7601740 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30524 members 
Mstep: Class 2 contains 29851 members 
Entering Unmasked Estep 
Score: -7602286.000000 Penalty: 5460.131836
	Iteration 2Q: 3 clusters Score -7602286 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30802 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -7602789.500000 Penalty: 5460.131836
	Iteration 3Q: 3 clusters Score -7602790 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 29135 members 
Entering Unmasked Estep 
Score: -7603332.500000 Penalty: 5460.131836
	Iteration 4Q: 3 clusters Score -7603332 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31837 members 
Mstep: Class 2 contains 28538 members 
Entering Unmasked Estep 
Score: -7603858.500000 Penalty: 5460.131836
	Iteration 5Q: 3 clusters Score -7603858 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32766 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -7604560.000000 Penalty: 5460.131836
	Iteration 6Q: 3 clusters Score -7604560 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -7605419.000000 Penalty: 5460.131836
	Iteration 7Q: 3 clusters Score -7605419 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -7606609.000000 Penalty: 5460.131836
	Iteration 8Q: 3 clusters Score -7606609 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37825 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -7608458.000000 Penalty: 5460.131836
	Iteration 9F: 3 clusters Score -7608458 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40511 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -7611039.500000 Penalty: 5460.131836
	Iteration 10F: 3 clusters Score -7611040 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43288 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -7614046.000000 Penalty: 5460.131836
	Iteration 11F: 3 clusters Score -7614046 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -7616891.500000 Penalty: 5460.131836
	Iteration 12F: 3 clusters Score -7616892 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47280 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -7618802.500000 Penalty: 5460.131836
	Iteration 13Q: 3 clusters Score -7618802 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48528 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -7620066.000000 Penalty: 5460.131836
	Iteration 14Q: 3 clusters Score -7620066 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49517 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -7620850.500000 Penalty: 5460.131836
	Iteration 15Q: 3 clusters Score -7620850 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50367 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -7621427.000000 Penalty: 5460.131836
	Iteration 16Q: 3 clusters Score -7621427 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51139 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -7621862.000000 Penalty: 5460.131836
	Iteration 17Q: 3 clusters Score -7621862 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51851 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -7622274.500000 Penalty: 5460.131836
	Iteration 18Q: 3 clusters Score -7622274 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52490 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -7622600.500000 Penalty: 5460.131836
	Iteration 19Q: 3 clusters Score -7622600 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53067 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -7622822.000000 Penalty: 5460.131836
	Iteration 20F: 3 clusters Score -7622822 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53589 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -7623031.500000 Penalty: 5460.131836
	Iteration 21Q: 3 clusters Score -7623032 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54073 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -7623211.000000 Penalty: 5460.131836
	Iteration 22Q: 3 clusters Score -7623211 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54490 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -7623360.500000 Penalty: 5460.131836
	Iteration 23Q: 3 clusters Score -7623360 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54870 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -7623458.500000 Penalty: 5460.131836
	Iteration 24Q: 3 clusters Score -7623458 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55226 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -7623579.500000 Penalty: 5460.131836
	Iteration 25Q: 3 clusters Score -7623580 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55538 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -7623662.000000 Penalty: 5460.131836
	Iteration 26Q: 3 clusters Score -7623662 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55859 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -7623770.500000 Penalty: 5460.131836
	Iteration 27Q: 3 clusters Score -7623770 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56152 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -7623890.500000 Penalty: 5460.131836
	Iteration 28Q: 3 clusters Score -7623890 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56389 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -7623953.000000 Penalty: 5460.131836
	Iteration 29Q: 3 clusters Score -7623953 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56612 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -7624036.500000 Penalty: 5460.131836
	Iteration 30Q: 3 clusters Score -7624036 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56820 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -7624099.500000 Penalty: 5460.131836
	Iteration 31Q: 3 clusters Score -7624100 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56996 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -7624172.000000 Penalty: 5460.131836
	Iteration 32Q: 3 clusters Score -7624172 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57155 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -7624228.000000 Penalty: 5460.131836
	Iteration 33Q: 3 clusters Score -7624228 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57289 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -7624261.000000 Penalty: 5460.131836
	Iteration 34Q: 3 clusters Score -7624261 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57398 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -7624272.500000 Penalty: 5460.131836
	Iteration 35Q: 3 clusters Score -7624272 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57495 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -7624308.500000 Penalty: 5460.131836
	Iteration 36Q: 3 clusters Score -7624308 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57582 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -7624325.000000 Penalty: 5460.131836
	Iteration 37Q: 3 clusters Score -7624325 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57656 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -7624358.000000 Penalty: 5460.131836
	Iteration 38Q: 3 clusters Score -7624358 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57714 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -7624377.000000 Penalty: 5460.131836
	Iteration 39Q: 3 clusters Score -7624377 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57758 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -7624393.000000 Penalty: 5460.131836
	Iteration 40F: 3 clusters Score -7624393 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57797 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -7624389.000000 Penalty: 5460.131836
	Iteration 41Q: 3 clusters Score -7624389 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57836 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -7624410.500000 Penalty: 5460.131836
	Iteration 42Q: 3 clusters Score -7624410 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57869 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -7624412.000000 Penalty: 5460.131836
	Iteration 43Q: 3 clusters Score -7624412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57893 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -7624412.500000 Penalty: 5460.131836
	Iteration 44Q: 3 clusters Score -7624412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57914 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -7624415.500000 Penalty: 5460.131836
	Iteration 45Q: 3 clusters Score -7624416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57937 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -7624423.000000 Penalty: 5460.131836
	Iteration 46Q: 3 clusters Score -7624423 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57959 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -7624423.500000 Penalty: 5460.131836
	Iteration 47Q: 3 clusters Score -7624424 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57984 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -7624421.500000 Penalty: 5460.131836
	Iteration 48Q: 3 clusters Score -7624422 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58008 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -7624417.500000 Penalty: 5460.131836
	Iteration 49Q: 3 clusters Score -7624418 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58031 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -7624429.000000 Penalty: 5460.131836
	Iteration 50Q: 3 clusters Score -7624429 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58048 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -7624427.000000 Penalty: 5460.131836
	Iteration 51Q: 3 clusters Score -7624427 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58066 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -7624424.000000 Penalty: 5460.131836
	Iteration 52Q: 3 clusters Score -7624424 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58086 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -7624446.500000 Penalty: 5460.131836
	Iteration 53Q: 3 clusters Score -7624446 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58111 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -7624445.000000 Penalty: 5460.131836
	Iteration 54Q: 3 clusters Score -7624445 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58129 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -7624447.500000 Penalty: 5460.131836
	Iteration 55Q: 3 clusters Score -7624448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58148 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -7624455.000000 Penalty: 5460.131836
	Iteration 56Q: 3 clusters Score -7624455 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58163 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -7624434.500000 Penalty: 5460.131836
	Iteration 57Q: 3 clusters Score -7624434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58182 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -7624450.000000 Penalty: 5460.131836
	Iteration 58Q: 3 clusters Score -7624450 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58207 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -7624460.000000 Penalty: 5460.131836
	Iteration 59Q: 3 clusters Score -7624460 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58232 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -7624472.000000 Penalty: 5460.131836
	Iteration 60F: 3 clusters Score -7624472 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58258 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -7624483.500000 Penalty: 5460.131836
	Iteration 61Q: 3 clusters Score -7624484 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58287 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -7624485.500000 Penalty: 5460.131836
	Iteration 62Q: 3 clusters Score -7624486 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58312 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -7624498.000000 Penalty: 5460.131836
	Iteration 63Q: 3 clusters Score -7624498 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58336 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -7624505.000000 Penalty: 5460.131836
	Iteration 64Q: 3 clusters Score -7624505 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58357 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -7624505.500000 Penalty: 5460.131836
	Iteration 65Q: 3 clusters Score -7624506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58375 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -7624514.500000 Penalty: 5460.131836
	Iteration 66Q: 3 clusters Score -7624514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58392 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -7624518.500000 Penalty: 5460.131836
	Iteration 67Q: 3 clusters Score -7624518 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58403 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -7624519.000000 Penalty: 5460.131836
	Iteration 68Q: 3 clusters Score -7624519 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58416 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -7624524.000000 Penalty: 5460.131836
	Iteration 69Q: 3 clusters Score -7624524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58431 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -7624531.500000 Penalty: 5460.131836
	Iteration 70Q: 3 clusters Score -7624532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58447 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -7624534.000000 Penalty: 5460.131836
	Iteration 71Q: 3 clusters Score -7624534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58465 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -7624554.000000 Penalty: 5460.131836
	Iteration 72Q: 3 clusters Score -7624554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58477 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -7624555.500000 Penalty: 5460.131836
	Iteration 73Q: 3 clusters Score -7624556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58493 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -7624557.500000 Penalty: 5460.131836
	Iteration 74Q: 3 clusters Score -7624558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58507 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -7624567.500000 Penalty: 5460.131836
	Iteration 75Q: 3 clusters Score -7624568 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58522 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -7624566.000000 Penalty: 5460.131836
	Iteration 76Q: 3 clusters Score -7624566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58537 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -7624558.000000 Penalty: 5460.131836
	Iteration 77Q: 3 clusters Score -7624558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58550 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -7624570.000000 Penalty: 5460.131836
	Iteration 78Q: 3 clusters Score -7624570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58557 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -7624577.000000 Penalty: 5460.131836
	Iteration 79Q: 3 clusters Score -7624577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58561 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -7624572.000000 Penalty: 5460.131836
	Iteration 80F: 3 clusters Score -7624572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58564 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -7624566.000000 Penalty: 5460.131836
	Iteration 81Q: 3 clusters Score -7624566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58565 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -7624563.000000 Penalty: 5460.131836
	Iteration 82Q: 3 clusters Score -7624563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58567 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -7624571.000000 Penalty: 5460.131836
	Iteration 83Q: 3 clusters Score -7624571 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58571 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -7624570.500000 Penalty: 5460.131836
	Iteration 84Q: 3 clusters Score -7624570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58572 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -7624566.500000 Penalty: 5460.131836
	Iteration 85Q: 3 clusters Score -7624566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58576 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -7624563.500000 Penalty: 5460.131836
	Iteration 86Q: 3 clusters Score -7624564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58577 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -7624565.000000 Penalty: 5460.131836
	Iteration 87Q: 3 clusters Score -7624565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58579 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -7624565.500000 Penalty: 5460.131836
	Iteration 88Q: 3 clusters Score -7624566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58580 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -7624568.000000 Penalty: 5460.131836
	Iteration 89Q: 3 clusters Score -7624568 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58580 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -7624568.000000 Penalty: 5460.131836
	Iteration 90F: 3 clusters Score -7624568 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42106 members 
Entering Unmasked Estep 
Score: -5315589.000000 Penalty: 2640.690430
	Iteration 0F: 2 clusters Score -5315589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -5287258.500000 Penalty: 5281.380859
	Iteration 0F: 3 clusters Score -5287258 nChanged 19096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -5297544.000000 Penalty: 5281.380859
	Iteration 1F: 3 clusters Score -5297544 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -5298018.500000 Penalty: 5281.380859
	Iteration 2Q: 3 clusters Score -5298018 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -5298433.500000 Penalty: 5281.380859
	Iteration 3Q: 3 clusters Score -5298434 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -5298743.000000 Penalty: 5281.380859
	Iteration 4Q: 3 clusters Score -5298743 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -5298973.000000 Penalty: 5281.380859
	Iteration 5Q: 3 clusters Score -5298973 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -5299218.500000 Penalty: 5281.380859
	Iteration 6Q: 3 clusters Score -5299218 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -5299462.500000 Penalty: 5281.380859
	Iteration 7Q: 3 clusters Score -5299462 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -5299823.500000 Penalty: 5281.380859
	Iteration 8Q: 3 clusters Score -5299824 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -5300259.000000 Penalty: 5281.380859
	Iteration 9Q: 3 clusters Score -5300259 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -5300804.500000 Penalty: 5281.380859
	Iteration 10Q: 3 clusters Score -5300804 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -5301569.000000 Penalty: 5281.380859
	Iteration 11Q: 3 clusters Score -5301569 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27338 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -5302637.000000 Penalty: 5281.380859
	Iteration 12Q: 3 clusters Score -5302637 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -5304131.000000 Penalty: 5281.380859
	Iteration 13F: 3 clusters Score -5304131 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -5305773.000000 Penalty: 5281.380859
	Iteration 14F: 3 clusters Score -5305773 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -5307245.000000 Penalty: 5281.380859
	Iteration 15Q: 3 clusters Score -5307245 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34246 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -5308400.500000 Penalty: 5281.380859
	Iteration 16Q: 3 clusters Score -5308400 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35431 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -5309277.000000 Penalty: 5281.380859
	Iteration 17Q: 3 clusters Score -5309277 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36411 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -5309948.000000 Penalty: 5281.380859
	Iteration 18Q: 3 clusters Score -5309948 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -5310520.500000 Penalty: 5281.380859
	Iteration 19Q: 3 clusters Score -5310520 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38090 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -5311045.500000 Penalty: 5281.380859
	Iteration 20F: 3 clusters Score -5311046 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38779 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -5311488.000000 Penalty: 5281.380859
	Iteration 21Q: 3 clusters Score -5311488 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39346 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -5311833.500000 Penalty: 5281.380859
	Iteration 22Q: 3 clusters Score -5311834 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39844 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -5312169.000000 Penalty: 5281.380859
	Iteration 23Q: 3 clusters Score -5312169 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40249 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -5312476.500000 Penalty: 5281.380859
	Iteration 24Q: 3 clusters Score -5312476 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40577 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -5312700.500000 Penalty: 5281.380859
	Iteration 25Q: 3 clusters Score -5312700 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -5312895.000000 Penalty: 5281.380859
	Iteration 26Q: 3 clusters Score -5312895 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40997 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -5312992.000000 Penalty: 5281.380859
	Iteration 27Q: 3 clusters Score -5312992 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -5313060.000000 Penalty: 5281.380859
	Iteration 28Q: 3 clusters Score -5313060 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -5313129.000000 Penalty: 5281.380859
	Iteration 29Q: 3 clusters Score -5313129 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41290 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -5313185.500000 Penalty: 5281.380859
	Iteration 30Q: 3 clusters Score -5313186 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41346 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -5313238.500000 Penalty: 5281.380859
	Iteration 31Q: 3 clusters Score -5313238 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41387 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -5313261.500000 Penalty: 5281.380859
	Iteration 32Q: 3 clusters Score -5313262 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41415 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -5313280.000000 Penalty: 5281.380859
	Iteration 33Q: 3 clusters Score -5313280 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41436 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5313298.500000 Penalty: 5281.380859
	Iteration 34Q: 3 clusters Score -5313298 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41453 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5313313.500000 Penalty: 5281.380859
	Iteration 35Q: 3 clusters Score -5313314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41466 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -5313325.500000 Penalty: 5281.380859
	Iteration 36Q: 3 clusters Score -5313326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41475 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -5313331.000000 Penalty: 5281.380859
	Iteration 37Q: 3 clusters Score -5313331 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41484 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5313334.500000 Penalty: 5281.380859
	Iteration 38Q: 3 clusters Score -5313334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41489 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -5313336.500000 Penalty: 5281.380859
	Iteration 39Q: 3 clusters Score -5313336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41492 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -5313340.000000 Penalty: 5281.380859
	Iteration 40F: 3 clusters Score -5313340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41496 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5313347.500000 Penalty: 5281.380859
	Iteration 41Q: 3 clusters Score -5313348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41503 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -5313347.500000 Penalty: 5281.380859
	Iteration 42Q: 3 clusters Score -5313348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41509 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -5313350.000000 Penalty: 5281.380859
	Iteration 43Q: 3 clusters Score -5313350 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41509 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -5313350.000000 Penalty: 5281.380859
	Iteration 44F: 3 clusters Score -5313350 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Entering Unmasked Estep 
Score: -2660163.500000 Penalty: 2480.669434
	Iteration 0F: 2 clusters Score -2660164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -2644701.250000 Penalty: 4961.338867
	Iteration 0F: 3 clusters Score -2644701 nChanged 9845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -2650052.750000 Penalty: 4961.338867
	Iteration 1F: 3 clusters Score -2650053 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -2650461.000000 Penalty: 4961.338867
	Iteration 2F: 3 clusters Score -2650461 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -2650755.250000 Penalty: 4961.338867
	Iteration 3Q: 3 clusters Score -2650755 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -2650991.500000 Penalty: 4961.338867
	Iteration 4Q: 3 clusters Score -2650992 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
Score: -2651205.500000 Penalty: 4961.338867
	Iteration 5Q: 3 clusters Score -2651206 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -2651397.250000 Penalty: 4961.338867
	Iteration 6Q: 3 clusters Score -2651397 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -2651618.250000 Penalty: 4961.338867
	Iteration 7Q: 3 clusters Score -2651618 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -2651851.750000 Penalty: 4961.338867
	Iteration 8Q: 3 clusters Score -2651852 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -2652123.500000 Penalty: 4961.338867
	Iteration 9Q: 3 clusters Score -2652124 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -2652445.000000 Penalty: 4961.338867
	Iteration 10Q: 3 clusters Score -2652445 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -2652854.000000 Penalty: 4961.338867
	Iteration 11Q: 3 clusters Score -2652854 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -2653382.250000 Penalty: 4961.338867
	Iteration 12Q: 3 clusters Score -2653382 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -2654059.250000 Penalty: 4961.338867
	Iteration 13Q: 3 clusters Score -2654059 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -2654785.500000 Penalty: 4961.338867
	Iteration 14Q: 3 clusters Score -2654786 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -2655527.500000 Penalty: 4961.338867
	Iteration 15Q: 3 clusters Score -2655528 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -2656186.250000 Penalty: 4961.338867
	Iteration 16Q: 3 clusters Score -2656186 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -2656727.250000 Penalty: 4961.338867
	Iteration 17Q: 3 clusters Score -2656727 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -2657082.500000 Penalty: 4961.338867
	Iteration 18Q: 3 clusters Score -2657082 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -2657343.750000 Penalty: 4961.338867
	Iteration 19Q: 3 clusters Score -2657344 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -2657523.750000 Penalty: 4961.338867
	Iteration 20F: 3 clusters Score -2657524 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -2657667.750000 Penalty: 4961.338867
	Iteration 21Q: 3 clusters Score -2657668 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
Score: -2657766.500000 Penalty: 4961.338867
	Iteration 22Q: 3 clusters Score -2657766 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -2657853.000000 Penalty: 4961.338867
	Iteration 23Q: 3 clusters Score -2657853 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -2657921.500000 Penalty: 4961.338867
	Iteration 24Q: 3 clusters Score -2657922 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 21503 members 
Entering Unmasked Estep 
Score: -2657953.000000 Penalty: 4961.338867
	Iteration 25Q: 3 clusters Score -2657953 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -2657986.500000 Penalty: 4961.338867
	Iteration 26Q: 3 clusters Score -2657986 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -2658017.500000 Penalty: 4961.338867
	Iteration 27Q: 3 clusters Score -2658018 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -2658045.250000 Penalty: 4961.338867
	Iteration 28Q: 3 clusters Score -2658045 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -2658064.500000 Penalty: 4961.338867
	Iteration 29Q: 3 clusters Score -2658064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -2658074.000000 Penalty: 4961.338867
	Iteration 30Q: 3 clusters Score -2658074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -2658087.000000 Penalty: 4961.338867
	Iteration 31Q: 3 clusters Score -2658087 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -2658092.250000 Penalty: 4961.338867
	Iteration 32Q: 3 clusters Score -2658092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -2658097.250000 Penalty: 4961.338867
	Iteration 33Q: 3 clusters Score -2658097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -2658101.750000 Penalty: 4961.338867
	Iteration 34Q: 3 clusters Score -2658102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -2658105.500000 Penalty: 4961.338867
	Iteration 35Q: 3 clusters Score -2658106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -2658107.250000 Penalty: 4961.338867
	Iteration 36Q: 3 clusters Score -2658107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -2658116.000000 Penalty: 4961.338867
	Iteration 37Q: 3 clusters Score -2658116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -2658118.000000 Penalty: 4961.338867
	Iteration 38Q: 3 clusters Score -2658118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 21648 members 
Entering Unmasked Estep 
Score: -2658116.500000 Penalty: 4961.338867
	Iteration 39Q: 3 clusters Score -2658116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -2658116.000000 Penalty: 4961.338867
	Iteration 40F: 3 clusters Score -2658116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Entering Unmasked Estep 
Score: -809496.750000 Penalty: 2190.445557
	Iteration 0F: 2 clusters Score -809496.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -803757.562500 Penalty: 4380.891113
	Iteration 0F: 3 clusters Score -803757.6 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -805344.562500 Penalty: 4380.891113
	Iteration 1F: 3 clusters Score -805344.6 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -805752.125000 Penalty: 4380.891113
	Iteration 2F: 3 clusters Score -805752.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -806045.125000 Penalty: 4380.891113
	Iteration 3F: 3 clusters Score -806045.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -806293.750000 Penalty: 4380.891113
	Iteration 4F: 3 clusters Score -806293.8 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -806461.750000 Penalty: 4380.891113
	Iteration 5Q: 3 clusters Score -806461.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -806592.125000 Penalty: 4380.891113
	Iteration 6Q: 3 clusters Score -806592.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -806705.437500 Penalty: 4380.891113
	Iteration 7Q: 3 clusters Score -806705.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -806790.000000 Penalty: 4380.891113
	Iteration 8Q: 3 clusters Score -806790 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -806862.562500 Penalty: 4380.891113
	Iteration 9Q: 3 clusters Score -806862.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -806928.750000 Penalty: 4380.891113
	Iteration 10Q: 3 clusters Score -806928.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -806984.250000 Penalty: 4380.891113
	Iteration 11Q: 3 clusters Score -806984.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -807039.562500 Penalty: 4380.891113
	Iteration 12Q: 3 clusters Score -807039.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -807095.875000 Penalty: 4380.891113
	Iteration 13Q: 3 clusters Score -807095.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -807156.187500 Penalty: 4380.891113
	Iteration 14Q: 3 clusters Score -807156.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -807216.562500 Penalty: 4380.891113
	Iteration 15Q: 3 clusters Score -807216.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -807276.562500 Penalty: 4380.891113
	Iteration 16Q: 3 clusters Score -807276.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -807336.562500 Penalty: 4380.891113
	Iteration 17Q: 3 clusters Score -807336.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -807404.000000 Penalty: 4380.891113
	Iteration 18Q: 3 clusters Score -807404 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -807459.812500 Penalty: 4380.891113
	Iteration 19Q: 3 clusters Score -807459.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -807528.937500 Penalty: 4380.891113
	Iteration 20F: 3 clusters Score -807528.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -807604.687500 Penalty: 4380.891113
	Iteration 21Q: 3 clusters Score -807604.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -807684.750000 Penalty: 4380.891113
	Iteration 22Q: 3 clusters Score -807684.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -807761.250000 Penalty: 4380.891113
	Iteration 23Q: 3 clusters Score -807761.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -807820.875000 Penalty: 4380.891113
	Iteration 24Q: 3 clusters Score -807820.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -807863.125000 Penalty: 4380.891113
	Iteration 25Q: 3 clusters Score -807863.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -807904.000000 Penalty: 4380.891113
	Iteration 26Q: 3 clusters Score -807904 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -807933.062500 Penalty: 4380.891113
	Iteration 27Q: 3 clusters Score -807933.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -807958.812500 Penalty: 4380.891113
	Iteration 28Q: 3 clusters Score -807958.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -807978.812500 Penalty: 4380.891113
	Iteration 29Q: 3 clusters Score -807978.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -807998.812500 Penalty: 4380.891113
	Iteration 30Q: 3 clusters Score -807998.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -808017.875000 Penalty: 4380.891113
	Iteration 31Q: 3 clusters Score -808017.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -808034.687500 Penalty: 4380.891113
	Iteration 32Q: 3 clusters Score -808034.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -808048.625000 Penalty: 4380.891113
	Iteration 33Q: 3 clusters Score -808048.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -808062.500000 Penalty: 4380.891113
	Iteration 34Q: 3 clusters Score -808062.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -808078.312500 Penalty: 4380.891113
	Iteration 35Q: 3 clusters Score -808078.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -808094.562500 Penalty: 4380.891113
	Iteration 36Q: 3 clusters Score -808094.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -808105.312500 Penalty: 4380.891113
	Iteration 37Q: 3 clusters Score -808105.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -808112.750000 Penalty: 4380.891113
	Iteration 38Q: 3 clusters Score -808112.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -808125.562500 Penalty: 4380.891113
	Iteration 39Q: 3 clusters Score -808125.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -808140.812500 Penalty: 4380.891113
	Iteration 40F: 3 clusters Score -808140.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -808149.562500 Penalty: 4380.891113
	Iteration 41Q: 3 clusters Score -808149.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -808155.937500 Penalty: 4380.891113
	Iteration 42Q: 3 clusters Score -808155.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -808158.437500 Penalty: 4380.891113
	Iteration 43Q: 3 clusters Score -808158.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -808162.625000 Penalty: 4380.891113
	Iteration 44Q: 3 clusters Score -808162.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -808166.500000 Penalty: 4380.891113
	Iteration 45Q: 3 clusters Score -808166.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -808167.875000 Penalty: 4380.891113
	Iteration 46Q: 3 clusters Score -808167.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -808170.562500 Penalty: 4380.891113
	Iteration 47Q: 3 clusters Score -808170.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -808179.625000 Penalty: 4380.891113
	Iteration 48Q: 3 clusters Score -808179.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -808191.687500 Penalty: 4380.891113
	Iteration 49Q: 3 clusters Score -808191.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -808203.312500 Penalty: 4380.891113
	Iteration 50Q: 3 clusters Score -808203.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -808208.062500 Penalty: 4380.891113
	Iteration 51Q: 3 clusters Score -808208.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -808213.750000 Penalty: 4380.891113
	Iteration 52Q: 3 clusters Score -808213.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -808217.312500 Penalty: 4380.891113
	Iteration 53Q: 3 clusters Score -808217.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -808219.500000 Penalty: 4380.891113
	Iteration 54Q: 3 clusters Score -808219.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -808223.875000 Penalty: 4380.891113
	Iteration 55Q: 3 clusters Score -808223.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -808226.375000 Penalty: 4380.891113
	Iteration 56Q: 3 clusters Score -808226.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -808227.000000 Penalty: 4380.891113
	Iteration 57Q: 3 clusters Score -808227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -808232.312500 Penalty: 4380.891113
	Iteration 58Q: 3 clusters Score -808232.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -808238.437500 Penalty: 4380.891113
	Iteration 59Q: 3 clusters Score -808238.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -808239.500000 Penalty: 4380.891113
	Iteration 60F: 3 clusters Score -808239.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -808240.187500 Penalty: 4380.891113
	Iteration 61Q: 3 clusters Score -808240.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -808240.812500 Penalty: 4380.891113
	Iteration 62Q: 3 clusters Score -808240.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -808243.187500 Penalty: 4380.891113
	Iteration 63Q: 3 clusters Score -808243.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -808243.250000 Penalty: 4380.891113
	Iteration 64Q: 3 clusters Score -808243.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -808245.187500 Penalty: 4380.891113
	Iteration 65Q: 3 clusters Score -808245.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -808246.437500 Penalty: 4380.891113
	Iteration 66Q: 3 clusters Score -808246.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -808246.312500 Penalty: 4380.891113
	Iteration 67Q: 3 clusters Score -808246.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -808248.687500 Penalty: 4380.891113
	Iteration 68Q: 3 clusters Score -808248.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -808249.625000 Penalty: 4380.891113
	Iteration 69Q: 3 clusters Score -808249.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -808250.500000 Penalty: 4380.891113
	Iteration 70Q: 3 clusters Score -808250.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -808250.500000 Penalty: 4380.891113
	Iteration 71F: 3 clusters Score -808250.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Entering Unmasked Estep 
Score: -2264308.500000 Penalty: 2428.345947
	Iteration 0F: 2 clusters Score -2264308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -2251598.250000 Penalty: 4856.691895
	Iteration 0F: 3 clusters Score -2251598 nChanged 7815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -2255590.500000 Penalty: 4856.691895
	Iteration 1F: 3 clusters Score -2255590 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -2255935.000000 Penalty: 4856.691895
	Iteration 2F: 3 clusters Score -2255935 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -2256208.250000 Penalty: 4856.691895
	Iteration 3Q: 3 clusters Score -2256208 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -2256444.750000 Penalty: 4856.691895
	Iteration 4Q: 3 clusters Score -2256445 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -2256672.250000 Penalty: 4856.691895
	Iteration 5Q: 3 clusters Score -2256672 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -2256929.250000 Penalty: 4856.691895
	Iteration 6Q: 3 clusters Score -2256929 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -2257252.750000 Penalty: 4856.691895
	Iteration 7Q: 3 clusters Score -2257253 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -2257722.500000 Penalty: 4856.691895
	Iteration 8Q: 3 clusters Score -2257722 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -2258313.750000 Penalty: 4856.691895
	Iteration 9F: 3 clusters Score -2258314 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -2259092.750000 Penalty: 4856.691895
	Iteration 10F: 3 clusters Score -2259093 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -2259957.500000 Penalty: 4856.691895
	Iteration 11F: 3 clusters Score -2259958 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -2260750.250000 Penalty: 4856.691895
	Iteration 12F: 3 clusters Score -2260750 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2261360.500000 Penalty: 4856.691895
	Iteration 13Q: 3 clusters Score -2261360 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2261750.250000 Penalty: 4856.691895
	Iteration 14Q: 3 clusters Score -2261750 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2261976.250000 Penalty: 4856.691895
	Iteration 15Q: 3 clusters Score -2261976 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2262113.250000 Penalty: 4856.691895
	Iteration 16Q: 3 clusters Score -2262113 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2262210.000000 Penalty: 4856.691895
	Iteration 17Q: 3 clusters Score -2262210 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2262247.250000 Penalty: 4856.691895
	Iteration 18Q: 3 clusters Score -2262247 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2262265.000000 Penalty: 4856.691895
	Iteration 19Q: 3 clusters Score -2262265 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2262287.250000 Penalty: 4856.691895
	Iteration 20F: 3 clusters Score -2262287 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2262297.500000 Penalty: 4856.691895
	Iteration 21Q: 3 clusters Score -2262298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2262305.250000 Penalty: 4856.691895
	Iteration 22Q: 3 clusters Score -2262305 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2262314.750000 Penalty: 4856.691895
	Iteration 23Q: 3 clusters Score -2262315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2262320.500000 Penalty: 4856.691895
	Iteration 24Q: 3 clusters Score -2262320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2262329.750000 Penalty: 4856.691895
	Iteration 25Q: 3 clusters Score -2262330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2262340.250000 Penalty: 4856.691895
	Iteration 26Q: 3 clusters Score -2262340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2262347.500000 Penalty: 4856.691895
	Iteration 27Q: 3 clusters Score -2262348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2262353.500000 Penalty: 4856.691895
	Iteration 28Q: 3 clusters Score -2262354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2262360.250000 Penalty: 4856.691895
	Iteration 29Q: 3 clusters Score -2262360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2262372.000000 Penalty: 4856.691895
	Iteration 30Q: 3 clusters Score -2262372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2262369.500000 Penalty: 4856.691895
	Iteration 31Q: 3 clusters Score -2262370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2262370.250000 Penalty: 4856.691895
	Iteration 32Q: 3 clusters Score -2262370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2262370.250000 Penalty: 4856.691895
	Iteration 33Q: 3 clusters Score -2262370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2262370.000000 Penalty: 4856.691895
	Iteration 34Q: 3 clusters Score -2262370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2262370.000000 Penalty: 4856.691895
	Iteration 35F: 3 clusters Score -2262370 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (33880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33880 members 
Entering Unmasked Estep 
Score: -4250965.500000 Penalty: 2586.783936
	Iteration 0F: 2 clusters Score -4250966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -4227887.000000 Penalty: 5173.567871
	Iteration 0F: 3 clusters Score -4227887 nChanged 15384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -4236143.500000 Penalty: 5173.567871
	Iteration 1F: 3 clusters Score -4236144 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -4236608.500000 Penalty: 5173.567871
	Iteration 2Q: 3 clusters Score -4236608 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -4237130.500000 Penalty: 5173.567871
	Iteration 3Q: 3 clusters Score -4237130 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -4237730.000000 Penalty: 5173.567871
	Iteration 4Q: 3 clusters Score -4237730 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -4238581.500000 Penalty: 5173.567871
	Iteration 5Q: 3 clusters Score -4238582 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22026 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -4239775.000000 Penalty: 5173.567871
	Iteration 6F: 3 clusters Score -4239775 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 10112 members 
Entering Unmasked Estep 
Score: -4241330.000000 Penalty: 5173.567871
	Iteration 7F: 3 clusters Score -4241330 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -4243117.500000 Penalty: 5173.567871
	Iteration 8F: 3 clusters Score -4243118 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -4244813.000000 Penalty: 5173.567871
	Iteration 9F: 3 clusters Score -4244813 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -4246122.000000 Penalty: 5173.567871
	Iteration 10Q: 3 clusters Score -4246122 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -4247066.000000 Penalty: 5173.567871
	Iteration 11Q: 3 clusters Score -4247066 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30964 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -4247654.500000 Penalty: 5173.567871
	Iteration 12Q: 3 clusters Score -4247654 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -4248088.000000 Penalty: 5173.567871
	Iteration 13Q: 3 clusters Score -4248088 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31881 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -4248382.500000 Penalty: 5173.567871
	Iteration 14Q: 3 clusters Score -4248382 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -4248601.000000 Penalty: 5173.567871
	Iteration 15Q: 3 clusters Score -4248601 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -4248746.500000 Penalty: 5173.567871
	Iteration 16Q: 3 clusters Score -4248746 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -4248833.000000 Penalty: 5173.567871
	Iteration 17Q: 3 clusters Score -4248833 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32544 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -4248915.000000 Penalty: 5173.567871
	Iteration 18Q: 3 clusters Score -4248915 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -4248969.500000 Penalty: 5173.567871
	Iteration 19Q: 3 clusters Score -4248970 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32675 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -4249007.500000 Penalty: 5173.567871
	Iteration 20F: 3 clusters Score -4249008 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32723 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -4249030.500000 Penalty: 5173.567871
	Iteration 21Q: 3 clusters Score -4249030 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -4249055.000000 Penalty: 5173.567871
	Iteration 22Q: 3 clusters Score -4249055 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32793 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4249071.500000 Penalty: 5173.567871
	Iteration 23Q: 3 clusters Score -4249072 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32816 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -4249084.500000 Penalty: 5173.567871
	Iteration 24Q: 3 clusters Score -4249084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -4249090.500000 Penalty: 5173.567871
	Iteration 25Q: 3 clusters Score -4249090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32836 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -4249083.500000 Penalty: 5173.567871
	Iteration 26Q: 3 clusters Score -4249084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4249095.000000 Penalty: 5173.567871
	Iteration 27Q: 3 clusters Score -4249095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32847 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -4249096.000000 Penalty: 5173.567871
	Iteration 28Q: 3 clusters Score -4249096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32847 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -4249096.000000 Penalty: 5173.567871
	Iteration 29F: 3 clusters Score -4249096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Entering Unmasked Estep 
Score: -257176.453125 Penalty: 1902.266357
	Iteration 0F: 2 clusters Score -257176.5 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 1052 members 
Entering Unmasked Estep 
Score: -254466.140625 Penalty: 3804.532715
	Iteration 0F: 3 clusters Score -254466.1 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -254974.375000 Penalty: 3804.532715
	Iteration 1F: 3 clusters Score -254974.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -255101.796875 Penalty: 3804.532715
	Iteration 2F: 3 clusters Score -255101.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -255167.890625 Penalty: 3804.532715
	Iteration 3Q: 3 clusters Score -255167.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -255219.984375 Penalty: 3804.532715
	Iteration 4Q: 3 clusters Score -255220 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -255253.406250 Penalty: 3804.532715
	Iteration 5Q: 3 clusters Score -255253.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -255281.546875 Penalty: 3804.532715
	Iteration 6Q: 3 clusters Score -255281.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -255300.421875 Penalty: 3804.532715
	Iteration 7Q: 3 clusters Score -255300.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -255316.406250 Penalty: 3804.532715
	Iteration 8Q: 3 clusters Score -255316.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -255329.593750 Penalty: 3804.532715
	Iteration 9Q: 3 clusters Score -255329.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -255360.687500 Penalty: 3804.532715
	Iteration 10Q: 3 clusters Score -255360.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -255390.953125 Penalty: 3804.532715
	Iteration 11Q: 3 clusters Score -255391 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -255416.406250 Penalty: 3804.532715
	Iteration 12Q: 3 clusters Score -255416.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -255447.593750 Penalty: 3804.532715
	Iteration 13Q: 3 clusters Score -255447.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -255468.015625 Penalty: 3804.532715
	Iteration 14Q: 3 clusters Score -255468 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -255492.093750 Penalty: 3804.532715
	Iteration 15Q: 3 clusters Score -255492.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -255515.140625 Penalty: 3804.532715
	Iteration 16Q: 3 clusters Score -255515.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -255537.843750 Penalty: 3804.532715
	Iteration 17Q: 3 clusters Score -255537.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -255568.687500 Penalty: 3804.532715
	Iteration 18Q: 3 clusters Score -255568.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -255593.500000 Penalty: 3804.532715
	Iteration 19Q: 3 clusters Score -255593.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -255617.218750 Penalty: 3804.532715
	Iteration 20F: 3 clusters Score -255617.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -255631.296875 Penalty: 3804.532715
	Iteration 21Q: 3 clusters Score -255631.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -255638.312500 Penalty: 3804.532715
	Iteration 22Q: 3 clusters Score -255638.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -255645.187500 Penalty: 3804.532715
	Iteration 23Q: 3 clusters Score -255645.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -255653.281250 Penalty: 3804.532715
	Iteration 24Q: 3 clusters Score -255653.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -255661.062500 Penalty: 3804.532715
	Iteration 25Q: 3 clusters Score -255661.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -255667.750000 Penalty: 3804.532715
	Iteration 26Q: 3 clusters Score -255667.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -255673.171875 Penalty: 3804.532715
	Iteration 27Q: 3 clusters Score -255673.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -255677.656250 Penalty: 3804.532715
	Iteration 28Q: 3 clusters Score -255677.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -255680.328125 Penalty: 3804.532715
	Iteration 29Q: 3 clusters Score -255680.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -255682.781250 Penalty: 3804.532715
	Iteration 30Q: 3 clusters Score -255682.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -255683.859375 Penalty: 3804.532715
	Iteration 31Q: 3 clusters Score -255683.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -255685.828125 Penalty: 3804.532715
	Iteration 32Q: 3 clusters Score -255685.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -255686.328125 Penalty: 3804.532715
	Iteration 33Q: 3 clusters Score -255686.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -255686.328125 Penalty: 3804.532715
	Iteration 34F: 3 clusters Score -255686.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -500484.593750 Penalty: 2073.297607
	Iteration 0F: 2 clusters Score -500484.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -496464.781250 Penalty: 4146.595215
	Iteration 0F: 3 clusters Score -496464.8 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -497635.031250 Penalty: 4146.595215
	Iteration 1F: 3 clusters Score -497635 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -498018.437500 Penalty: 4146.595215
	Iteration 2F: 3 clusters Score -498018.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -498352.406250 Penalty: 4146.595215
	Iteration 3F: 3 clusters Score -498352.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -498621.437500 Penalty: 4146.595215
	Iteration 4F: 3 clusters Score -498621.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -498876.343750 Penalty: 4146.595215
	Iteration 5F: 3 clusters Score -498876.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -499072.062500 Penalty: 4146.595215
	Iteration 6Q: 3 clusters Score -499072.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -499190.468750 Penalty: 4146.595215
	Iteration 7Q: 3 clusters Score -499190.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -499272.968750 Penalty: 4146.595215
	Iteration 8Q: 3 clusters Score -499273 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -499343.593750 Penalty: 4146.595215
	Iteration 9Q: 3 clusters Score -499343.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -499391.406250 Penalty: 4146.595215
	Iteration 10Q: 3 clusters Score -499391.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -499423.343750 Penalty: 4146.595215
	Iteration 11Q: 3 clusters Score -499423.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -499443.750000 Penalty: 4146.595215
	Iteration 12Q: 3 clusters Score -499443.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -499455.156250 Penalty: 4146.595215
	Iteration 13Q: 3 clusters Score -499455.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -499466.406250 Penalty: 4146.595215
	Iteration 14Q: 3 clusters Score -499466.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -499476.625000 Penalty: 4146.595215
	Iteration 15Q: 3 clusters Score -499476.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -499480.093750 Penalty: 4146.595215
	Iteration 16Q: 3 clusters Score -499480.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -499483.437500 Penalty: 4146.595215
	Iteration 17Q: 3 clusters Score -499483.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -499486.437500 Penalty: 4146.595215
	Iteration 18Q: 3 clusters Score -499486.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -499488.625000 Penalty: 4146.595215
	Iteration 19Q: 3 clusters Score -499488.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -499489.218750 Penalty: 4146.595215
	Iteration 20F: 3 clusters Score -499489.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -499489.968750 Penalty: 4146.595215
	Iteration 21Q: 3 clusters Score -499490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -499490.875000 Penalty: 4146.595215
	Iteration 22Q: 3 clusters Score -499490.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -499491.156250 Penalty: 4146.595215
	Iteration 23Q: 3 clusters Score -499491.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -499494.218750 Penalty: 4146.595215
	Iteration 24Q: 3 clusters Score -499494.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -499495.687500 Penalty: 4146.595215
	Iteration 25Q: 3 clusters Score -499495.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -499497.437500 Penalty: 4146.595215
	Iteration 26Q: 3 clusters Score -499497.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -499500.250000 Penalty: 4146.595215
	Iteration 27Q: 3 clusters Score -499500.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -499501.656250 Penalty: 4146.595215
	Iteration 28Q: 3 clusters Score -499501.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -499503.906250 Penalty: 4146.595215
	Iteration 29Q: 3 clusters Score -499503.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -499504.750000 Penalty: 4146.595215
	Iteration 30Q: 3 clusters Score -499504.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -499505.125000 Penalty: 4146.595215
	Iteration 31Q: 3 clusters Score -499505.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -499506.375000 Penalty: 4146.595215
	Iteration 32Q: 3 clusters Score -499506.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -499508.031250 Penalty: 4146.595215
	Iteration 33Q: 3 clusters Score -499508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -499507.906250 Penalty: 4146.595215
	Iteration 34Q: 3 clusters Score -499507.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -499510.968750 Penalty: 4146.595215
	Iteration 35Q: 3 clusters Score -499511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -499513.812500 Penalty: 4146.595215
	Iteration 36Q: 3 clusters Score -499513.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -499515.250000 Penalty: 4146.595215
	Iteration 37Q: 3 clusters Score -499515.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -499516.937500 Penalty: 4146.595215
	Iteration 38Q: 3 clusters Score -499516.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -499516.906250 Penalty: 4146.595215
	Iteration 39Q: 3 clusters Score -499516.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -499519.500000 Penalty: 4146.595215
	Iteration 40F: 3 clusters Score -499519.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -499520.562500 Penalty: 4146.595215
	Iteration 41Q: 3 clusters Score -499520.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -499522.031250 Penalty: 4146.595215
	Iteration 42Q: 3 clusters Score -499522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -499521.375000 Penalty: 4146.595215
	Iteration 43Q: 3 clusters Score -499521.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -499523.343750 Penalty: 4146.595215
	Iteration 44Q: 3 clusters Score -499523.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -499524.031250 Penalty: 4146.595215
	Iteration 45Q: 3 clusters Score -499524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -499525.093750 Penalty: 4146.595215
	Iteration 46Q: 3 clusters Score -499525.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -499525.093750 Penalty: 4146.595215
	Iteration 47F: 3 clusters Score -499525.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Entering Unmasked Estep 
Score: -237031.781250 Penalty: 1877.853149
	Iteration 0F: 2 clusters Score -237031.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -234441.531250 Penalty: 3755.706299
	Iteration 0F: 3 clusters Score -234441.5 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -234885.718750 Penalty: 3755.706299
	Iteration 1F: 3 clusters Score -234885.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -234995.406250 Penalty: 3755.706299
	Iteration 2F: 3 clusters Score -234995.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -235061.296875 Penalty: 3755.706299
	Iteration 3Q: 3 clusters Score -235061.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -235108.281250 Penalty: 3755.706299
	Iteration 4Q: 3 clusters Score -235108.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -235140.125000 Penalty: 3755.706299
	Iteration 5Q: 3 clusters Score -235140.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -235164.578125 Penalty: 3755.706299
	Iteration 6Q: 3 clusters Score -235164.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -235181.671875 Penalty: 3755.706299
	Iteration 7Q: 3 clusters Score -235181.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -235198.171875 Penalty: 3755.706299
	Iteration 8Q: 3 clusters Score -235198.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -235214.000000 Penalty: 3755.706299
	Iteration 9Q: 3 clusters Score -235214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -235225.062500 Penalty: 3755.706299
	Iteration 10Q: 3 clusters Score -235225.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -235232.765625 Penalty: 3755.706299
	Iteration 11Q: 3 clusters Score -235232.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -235235.937500 Penalty: 3755.706299
	Iteration 12Q: 3 clusters Score -235235.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -235236.390625 Penalty: 3755.706299
	Iteration 13Q: 3 clusters Score -235236.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -235236.765625 Penalty: 3755.706299
	Iteration 14Q: 3 clusters Score -235236.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -235239.062500 Penalty: 3755.706299
	Iteration 15Q: 3 clusters Score -235239.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -235239.968750 Penalty: 3755.706299
	Iteration 16Q: 3 clusters Score -235240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -235240.265625 Penalty: 3755.706299
	Iteration 17Q: 3 clusters Score -235240.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -235240.265625 Penalty: 3755.706299
	Iteration 18F: 3 clusters Score -235240.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Entering Unmasked Estep 
Score: -306111.437500 Penalty: 1959.725220
	Iteration 0F: 2 clusters Score -306111.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -303022.875000 Penalty: 3919.450439
	Iteration 0F: 3 clusters Score -303022.9 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -303654.843750 Penalty: 3919.450439
	Iteration 1F: 3 clusters Score -303654.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -303818.531250 Penalty: 3919.450439
	Iteration 2F: 3 clusters Score -303818.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -303935.968750 Penalty: 3919.450439
	Iteration 3F: 3 clusters Score -303936 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -304020.656250 Penalty: 3919.450439
	Iteration 4Q: 3 clusters Score -304020.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -304078.281250 Penalty: 3919.450439
	Iteration 5Q: 3 clusters Score -304078.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -304113.343750 Penalty: 3919.450439
	Iteration 6Q: 3 clusters Score -304113.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -304141.562500 Penalty: 3919.450439
	Iteration 7Q: 3 clusters Score -304141.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -304168.343750 Penalty: 3919.450439
	Iteration 8Q: 3 clusters Score -304168.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -304190.656250 Penalty: 3919.450439
	Iteration 9Q: 3 clusters Score -304190.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -304207.625000 Penalty: 3919.450439
	Iteration 10Q: 3 clusters Score -304207.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -304227.156250 Penalty: 3919.450439
	Iteration 11Q: 3 clusters Score -304227.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -304239.875000 Penalty: 3919.450439
	Iteration 12Q: 3 clusters Score -304239.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -304249.656250 Penalty: 3919.450439
	Iteration 13Q: 3 clusters Score -304249.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -304259.843750 Penalty: 3919.450439
	Iteration 14Q: 3 clusters Score -304259.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -304276.187500 Penalty: 3919.450439
	Iteration 15Q: 3 clusters Score -304276.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -304291.937500 Penalty: 3919.450439
	Iteration 16Q: 3 clusters Score -304291.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -304308.656250 Penalty: 3919.450439
	Iteration 17Q: 3 clusters Score -304308.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -304321.812500 Penalty: 3919.450439
	Iteration 18Q: 3 clusters Score -304321.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -304333.875000 Penalty: 3919.450439
	Iteration 19Q: 3 clusters Score -304333.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -304363.875000 Penalty: 3919.450439
	Iteration 20F: 3 clusters Score -304363.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -304399.718750 Penalty: 3919.450439
	Iteration 21Q: 3 clusters Score -304399.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -304427.031250 Penalty: 3919.450439
	Iteration 22Q: 3 clusters Score -304427 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -304462.031250 Penalty: 3919.450439
	Iteration 23Q: 3 clusters Score -304462 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -304507.375000 Penalty: 3919.450439
	Iteration 24Q: 3 clusters Score -304507.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -304546.031250 Penalty: 3919.450439
	Iteration 25Q: 3 clusters Score -304546 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -304593.468750 Penalty: 3919.450439
	Iteration 26Q: 3 clusters Score -304593.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -304641.250000 Penalty: 3919.450439
	Iteration 27Q: 3 clusters Score -304641.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -304681.875000 Penalty: 3919.450439
	Iteration 28Q: 3 clusters Score -304681.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -304711.625000 Penalty: 3919.450439
	Iteration 29Q: 3 clusters Score -304711.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -304740.625000 Penalty: 3919.450439
	Iteration 30Q: 3 clusters Score -304740.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -304760.000000 Penalty: 3919.450439
	Iteration 31Q: 3 clusters Score -304760 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -304770.187500 Penalty: 3919.450439
	Iteration 32Q: 3 clusters Score -304770.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -304778.750000 Penalty: 3919.450439
	Iteration 33Q: 3 clusters Score -304778.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -304784.750000 Penalty: 3919.450439
	Iteration 34Q: 3 clusters Score -304784.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -304790.937500 Penalty: 3919.450439
	Iteration 35Q: 3 clusters Score -304790.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -304794.906250 Penalty: 3919.450439
	Iteration 36Q: 3 clusters Score -304794.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -304797.968750 Penalty: 3919.450439
	Iteration 37Q: 3 clusters Score -304798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -304797.968750 Penalty: 3919.450439
	Iteration 38Q: 3 clusters Score -304798 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -304797.968750 Penalty: 3919.450439
	Iteration 39F: 3 clusters Score -304798 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (192613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192613 members 
Entering Unmasked Estep 
Score: -23931334.000000 Penalty: 3017.772705
	Iteration 0F: 2 clusters Score -2.393133e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96362 members 
Mstep: Class 2 contains 96251 members 
Entering Unmasked Estep 
Score: -23807178.000000 Penalty: 6035.545410
	Iteration 0F: 3 clusters Score -2.380718e+07 nChanged 92429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96221 members 
Mstep: Class 2 contains 96392 members 
Entering Unmasked Estep 
Score: -23860696.000000 Penalty: 6035.545410
	Iteration 1F: 3 clusters Score -2.38607e+07 nChanged 5265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96100 members 
Mstep: Class 2 contains 96513 members 
Entering Unmasked Estep 
Score: -23861960.000000 Penalty: 6035.545410
	Iteration 2Q: 3 clusters Score -2.386196e+07 nChanged 5671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95885 members 
Mstep: Class 2 contains 96728 members 
Entering Unmasked Estep 
Score: -23863846.000000 Penalty: 6035.545410
	Iteration 3Q: 3 clusters Score -2.386385e+07 nChanged 6921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95322 members 
Mstep: Class 2 contains 97291 members 
Entering Unmasked Estep 
Score: -23866726.000000 Penalty: 6035.545410
	Iteration 4Q: 3 clusters Score -2.386673e+07 nChanged 8527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94097 members 
Mstep: Class 2 contains 98516 members 
Entering Unmasked Estep 
Score: -23870952.000000 Penalty: 6035.545410
	Iteration 5Q: 3 clusters Score -2.387095e+07 nChanged 10613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91740 members 
Mstep: Class 2 contains 100873 members 
Entering Unmasked Estep 
Score: -23876858.000000 Penalty: 6035.545410
	Iteration 6F: 3 clusters Score -2.387686e+07 nChanged 12720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87812 members 
Mstep: Class 2 contains 104801 members 
Entering Unmasked Estep 
Score: -23885380.000000 Penalty: 6035.545410
	Iteration 7F: 3 clusters Score -2.388538e+07 nChanged 14305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82685 members 
Mstep: Class 2 contains 109928 members 
Entering Unmasked Estep 
Score: -23897128.000000 Penalty: 6035.545410
	Iteration 8F: 3 clusters Score -2.389713e+07 nChanged 14077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77548 members 
Mstep: Class 2 contains 115065 members 
Entering Unmasked Estep 
Score: -23908794.000000 Penalty: 6035.545410
	Iteration 9F: 3 clusters Score -2.390879e+07 nChanged 10928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73708 members 
Mstep: Class 2 contains 118905 members 
Entering Unmasked Estep 
Score: -23915502.000000 Penalty: 6035.545410
	Iteration 10F: 3 clusters Score -2.39155e+07 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70982 members 
Mstep: Class 2 contains 121631 members 
Entering Unmasked Estep 
Score: -23918406.000000 Penalty: 6035.545410
	Iteration 11Q: 3 clusters Score -2.391841e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68678 members 
Mstep: Class 2 contains 123935 members 
Entering Unmasked Estep 
Score: -23919700.000000 Penalty: 6035.545410
	Iteration 12Q: 3 clusters Score -2.39197e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66628 members 
Mstep: Class 2 contains 125985 members 
Entering Unmasked Estep 
Score: -23920744.000000 Penalty: 6035.545410
	Iteration 13Q: 3 clusters Score -2.392074e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64759 members 
Mstep: Class 2 contains 127854 members 
Entering Unmasked Estep 
Score: -23921628.000000 Penalty: 6035.545410
	Iteration 14Q: 3 clusters Score -2.392163e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63058 members 
Mstep: Class 2 contains 129555 members 
Entering Unmasked Estep 
Score: -23922268.000000 Penalty: 6035.545410
	Iteration 15Q: 3 clusters Score -2.392227e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61462 members 
Mstep: Class 2 contains 131151 members 
Entering Unmasked Estep 
Score: -23922646.000000 Penalty: 6035.545410
	Iteration 16Q: 3 clusters Score -2.392265e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60015 members 
Mstep: Class 2 contains 132598 members 
Entering Unmasked Estep 
Score: -23923062.000000 Penalty: 6035.545410
	Iteration 17Q: 3 clusters Score -2.392306e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58674 members 
Mstep: Class 2 contains 133939 members 
Entering Unmasked Estep 
Score: -23923258.000000 Penalty: 6035.545410
	Iteration 18Q: 3 clusters Score -2.392326e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57396 members 
Mstep: Class 2 contains 135217 members 
Entering Unmasked Estep 
Score: -23923648.000000 Penalty: 6035.545410
	Iteration 19Q: 3 clusters Score -2.392365e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56158 members 
Mstep: Class 2 contains 136455 members 
Entering Unmasked Estep 
Score: -23923882.000000 Penalty: 6035.545410
	Iteration 20F: 3 clusters Score -2.392388e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54963 members 
Mstep: Class 2 contains 137650 members 
Entering Unmasked Estep 
Score: -23924080.000000 Penalty: 6035.545410
	Iteration 21Q: 3 clusters Score -2.392408e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53759 members 
Mstep: Class 2 contains 138854 members 
Entering Unmasked Estep 
Score: -23924446.000000 Penalty: 6035.545410
	Iteration 22Q: 3 clusters Score -2.392445e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52621 members 
Mstep: Class 2 contains 139992 members 
Entering Unmasked Estep 
Score: -23924578.000000 Penalty: 6035.545410
	Iteration 23Q: 3 clusters Score -2.392458e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51458 members 
Mstep: Class 2 contains 141155 members 
Entering Unmasked Estep 
Score: -23924728.000000 Penalty: 6035.545410
	Iteration 24Q: 3 clusters Score -2.392473e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50317 members 
Mstep: Class 2 contains 142296 members 
Entering Unmasked Estep 
Score: -23924912.000000 Penalty: 6035.545410
	Iteration 25Q: 3 clusters Score -2.392491e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49097 members 
Mstep: Class 2 contains 143516 members 
Entering Unmasked Estep 
Score: -23925226.000000 Penalty: 6035.545410
	Iteration 26Q: 3 clusters Score -2.392523e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47877 members 
Mstep: Class 2 contains 144736 members 
Entering Unmasked Estep 
Score: -23925528.000000 Penalty: 6035.545410
	Iteration 27Q: 3 clusters Score -2.392553e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46702 members 
Mstep: Class 2 contains 145911 members 
Entering Unmasked Estep 
Score: -23925764.000000 Penalty: 6035.545410
	Iteration 28Q: 3 clusters Score -2.392576e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45564 members 
Mstep: Class 2 contains 147049 members 
Entering Unmasked Estep 
Score: -23926028.000000 Penalty: 6035.545410
	Iteration 29Q: 3 clusters Score -2.392603e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44283 members 
Mstep: Class 2 contains 148330 members 
Entering Unmasked Estep 
Score: -23926370.000000 Penalty: 6035.545410
	Iteration 30Q: 3 clusters Score -2.392637e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42847 members 
Mstep: Class 2 contains 149766 members 
Entering Unmasked Estep 
Score: -23926674.000000 Penalty: 6035.545410
	Iteration 31Q: 3 clusters Score -2.392667e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41331 members 
Mstep: Class 2 contains 151282 members 
Entering Unmasked Estep 
Score: -23927050.000000 Penalty: 6035.545410
	Iteration 32Q: 3 clusters Score -2.392705e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39648 members 
Mstep: Class 2 contains 152965 members 
Entering Unmasked Estep 
Score: -23927370.000000 Penalty: 6035.545410
	Iteration 33Q: 3 clusters Score -2.392737e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37797 members 
Mstep: Class 2 contains 154816 members 
Entering Unmasked Estep 
Score: -23927802.000000 Penalty: 6035.545410
	Iteration 34Q: 3 clusters Score -2.39278e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35845 members 
Mstep: Class 2 contains 156768 members 
Entering Unmasked Estep 
Score: -23928214.000000 Penalty: 6035.545410
	Iteration 35Q: 3 clusters Score -2.392821e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33724 members 
Mstep: Class 2 contains 158889 members 
Entering Unmasked Estep 
Score: -23928656.000000 Penalty: 6035.545410
	Iteration 36Q: 3 clusters Score -2.392866e+07 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31457 members 
Mstep: Class 2 contains 161156 members 
Entering Unmasked Estep 
Score: -23928860.000000 Penalty: 6035.545410
	Iteration 37Q: 3 clusters Score -2.392886e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 163545 members 
Entering Unmasked Estep 
Score: -23929296.000000 Penalty: 6035.545410
	Iteration 38Q: 3 clusters Score -2.39293e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 166045 members 
Entering Unmasked Estep 
Score: -23929592.000000 Penalty: 6035.545410
	Iteration 39Q: 3 clusters Score -2.392959e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 168586 members 
Entering Unmasked Estep 
Score: -23929700.000000 Penalty: 6035.545410
	Iteration 40F: 3 clusters Score -2.39297e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 171162 members 
Entering Unmasked Estep 
Score: -23930056.000000 Penalty: 6035.545410
	Iteration 41Q: 3 clusters Score -2.393006e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 173631 members 
Entering Unmasked Estep 
Score: -23930274.000000 Penalty: 6035.545410
	Iteration 42Q: 3 clusters Score -2.393027e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 175975 members 
Entering Unmasked Estep 
Score: -23930600.000000 Penalty: 6035.545410
	Iteration 43Q: 3 clusters Score -2.39306e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14537 members 
Mstep: Class 2 contains 178076 members 
Entering Unmasked Estep 
Score: -23930590.000000 Penalty: 6035.545410
	Iteration 44Q: 3 clusters Score -2.393059e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 179999 members 
Entering Unmasked Estep 
Score: -23930770.000000 Penalty: 6035.545410
	Iteration 45Q: 3 clusters Score -2.393077e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 181682 members 
Entering Unmasked Estep 
Score: -23930846.000000 Penalty: 6035.545410
	Iteration 46Q: 3 clusters Score -2.393085e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 183203 members 
Entering Unmasked Estep 
Score: -23930896.000000 Penalty: 6035.545410
	Iteration 47Q: 3 clusters Score -2.39309e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 184523 members 
Entering Unmasked Estep 
Score: -23930712.000000 Penalty: 6035.545410
	Iteration 48Q: 3 clusters Score -2.393071e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 185660 members 
Entering Unmasked Estep 
Score: -23930638.000000 Penalty: 6035.545410
	Iteration 49Q: 3 clusters Score -2.393064e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 186657 members 
Entering Unmasked Estep 
Score: -23930558.000000 Penalty: 6035.545410
	Iteration 50Q: 3 clusters Score -2.393056e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 187465 members 
Entering Unmasked Estep 
Score: -23930506.000000 Penalty: 6035.545410
	Iteration 51Q: 3 clusters Score -2.393051e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 188164 members 
Entering Unmasked Estep 
Score: -23930480.000000 Penalty: 6035.545410
	Iteration 52Q: 3 clusters Score -2.393048e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 188733 members 
Entering Unmasked Estep 
Score: -23930470.000000 Penalty: 6035.545410
	Iteration 53Q: 3 clusters Score -2.393047e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 189195 members 
Entering Unmasked Estep 
Score: -23930304.000000 Penalty: 6035.545410
	Iteration 54Q: 3 clusters Score -2.39303e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 189558 members 
Entering Unmasked Estep 
Score: -23930264.000000 Penalty: 6035.545410
	Iteration 55Q: 3 clusters Score -2.393026e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 189858 members 
Entering Unmasked Estep 
Score: -23930174.000000 Penalty: 6035.545410
	Iteration 56Q: 3 clusters Score -2.393017e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 190102 members 
Entering Unmasked Estep 
Score: -23930138.000000 Penalty: 6035.545410
	Iteration 57Q: 3 clusters Score -2.393014e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 190300 members 
Entering Unmasked Estep 
Score: -23930030.000000 Penalty: 6035.545410
	Iteration 58Q: 3 clusters Score -2.393003e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 190444 members 
Entering Unmasked Estep 
Score: -23930014.000000 Penalty: 6035.545410
	Iteration 59Q: 3 clusters Score -2.393001e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 190538 members 
Entering Unmasked Estep 
Score: -23930034.000000 Penalty: 6035.545410
	Iteration 60F: 3 clusters Score -2.393003e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 190625 members 
Entering Unmasked Estep 
Score: -23929970.000000 Penalty: 6035.545410
	Iteration 61Q: 3 clusters Score -2.392997e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 190679 members 
Entering Unmasked Estep 
Score: -23929942.000000 Penalty: 6035.545410
	Iteration 62Q: 3 clusters Score -2.392994e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 190732 members 
Entering Unmasked Estep 
Score: -23929944.000000 Penalty: 6035.545410
	Iteration 63Q: 3 clusters Score -2.392994e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 190785 members 
Entering Unmasked Estep 
Score: -23929932.000000 Penalty: 6035.545410
	Iteration 64Q: 3 clusters Score -2.392993e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 190833 members 
Entering Unmasked Estep 
Score: -23929914.000000 Penalty: 6035.545410
	Iteration 65Q: 3 clusters Score -2.392991e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 190871 members 
Entering Unmasked Estep 
Score: -23929918.000000 Penalty: 6035.545410
	Iteration 66Q: 3 clusters Score -2.392992e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 190910 members 
Entering Unmasked Estep 
Score: -23929902.000000 Penalty: 6035.545410
	Iteration 67Q: 3 clusters Score -2.39299e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 190960 members 
Entering Unmasked Estep 
Score: -23929844.000000 Penalty: 6035.545410
	Iteration 68Q: 3 clusters Score -2.392984e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 190999 members 
Entering Unmasked Estep 
Score: -23929796.000000 Penalty: 6035.545410
	Iteration 69Q: 3 clusters Score -2.39298e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 191032 members 
Entering Unmasked Estep 
Score: -23929788.000000 Penalty: 6035.545410
	Iteration 70Q: 3 clusters Score -2.392979e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 191064 members 
Entering Unmasked Estep 
Score: -23929780.000000 Penalty: 6035.545410
	Iteration 71Q: 3 clusters Score -2.392978e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 191088 members 
Entering Unmasked Estep 
Score: -23929784.000000 Penalty: 6035.545410
	Iteration 72Q: 3 clusters Score -2.392978e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 191109 members 
Entering Unmasked Estep 
Score: -23929772.000000 Penalty: 6035.545410
	Iteration 73Q: 3 clusters Score -2.392977e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 191126 members 
Entering Unmasked Estep 
Score: -23929758.000000 Penalty: 6035.545410
	Iteration 74Q: 3 clusters Score -2.392976e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 191153 members 
Entering Unmasked Estep 
Score: -23929714.000000 Penalty: 6035.545410
	Iteration 75Q: 3 clusters Score -2.392971e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 191179 members 
Entering Unmasked Estep 
Score: -23929698.000000 Penalty: 6035.545410
	Iteration 76Q: 3 clusters Score -2.39297e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 191202 members 
Entering Unmasked Estep 
Score: -23929688.000000 Penalty: 6035.545410
	Iteration 77Q: 3 clusters Score -2.392969e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 191226 members 
Entering Unmasked Estep 
Score: -23929708.000000 Penalty: 6035.545410
	Iteration 78Q: 3 clusters Score -2.392971e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 191240 members 
Entering Unmasked Estep 
Score: -23929712.000000 Penalty: 6035.545410
	Iteration 79Q: 3 clusters Score -2.392971e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 191250 members 
Entering Unmasked Estep 
Score: -23929714.000000 Penalty: 6035.545410
	Iteration 80F: 3 clusters Score -2.392971e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 191260 members 
Entering Unmasked Estep 
Score: -23929712.000000 Penalty: 6035.545410
	Iteration 81Q: 3 clusters Score -2.392971e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 191267 members 
Entering Unmasked Estep 
Score: -23929704.000000 Penalty: 6035.545410
	Iteration 82Q: 3 clusters Score -2.39297e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 191273 members 
Entering Unmasked Estep 
Score: -23929714.000000 Penalty: 6035.545410
	Iteration 83Q: 3 clusters Score -2.392971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 191277 members 
Entering Unmasked Estep 
Score: -23929710.000000 Penalty: 6035.545410
	Iteration 84Q: 3 clusters Score -2.392971e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 191283 members 
Entering Unmasked Estep 
Score: -23929724.000000 Penalty: 6035.545410
	Iteration 85Q: 3 clusters Score -2.392972e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 191290 members 
Entering Unmasked Estep 
Score: -23929710.000000 Penalty: 6035.545410
	Iteration 86Q: 3 clusters Score -2.392971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 191294 members 
Entering Unmasked Estep 
Score: -23929730.000000 Penalty: 6035.545410
	Iteration 87Q: 3 clusters Score -2.392973e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 191301 members 
Entering Unmasked Estep 
Score: -23929722.000000 Penalty: 6035.545410
	Iteration 88Q: 3 clusters Score -2.392972e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 191307 members 
Entering Unmasked Estep 
Score: -23929730.000000 Penalty: 6035.545410
	Iteration 89Q: 3 clusters Score -2.392973e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 191312 members 
Entering Unmasked Estep 
Score: -23929736.000000 Penalty: 6035.545410
	Iteration 90Q: 3 clusters Score -2.392974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 191315 members 
Entering Unmasked Estep 
Score: -23929726.000000 Penalty: 6035.545410
	Iteration 91Q: 3 clusters Score -2.392973e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 191316 members 
Entering Unmasked Estep 
Score: -23929726.000000 Penalty: 6035.545410
	Iteration 92Q: 3 clusters Score -2.392973e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 191317 members 
Entering Unmasked Estep 
Score: -23929724.000000 Penalty: 6035.545410
	Iteration 93Q: 3 clusters Score -2.392972e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 191317 members 
Entering Unmasked Estep 
Score: -23929724.000000 Penalty: 6035.545410
	Iteration 94F: 3 clusters Score -2.392972e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -27363.125000 Penalty: 1399.192993
	Iteration 0F: 2 clusters Score -27363.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -26140.126953 Penalty: 2798.385986
	Iteration 0F: 3 clusters Score -26140.13 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -26241.187500 Penalty: 2798.385986
	Iteration 1F: 3 clusters Score -26241.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -26253.115234 Penalty: 2798.385986
	Iteration 2Q: 3 clusters Score -26253.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -26259.814453 Penalty: 2798.385986
	Iteration 3Q: 3 clusters Score -26259.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26263.160156 Penalty: 2798.385986
	Iteration 4Q: 3 clusters Score -26263.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26270.595703 Penalty: 2798.385986
	Iteration 5Q: 3 clusters Score -26270.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -26271.978516 Penalty: 2798.385986
	Iteration 6Q: 3 clusters Score -26271.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -26271.978516 Penalty: 2798.385986
	Iteration 7F: 3 clusters Score -26271.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Entering Unmasked Estep 
Score: -2489407.750000 Penalty: 2454.122803
	Iteration 0F: 2 clusters Score -2489408 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 9790 members 
Entering Unmasked Estep 
Score: -2475420.500000 Penalty: 4908.245605
	Iteration 0F: 3 clusters Score -2475420 nChanged 8727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -2480039.250000 Penalty: 4908.245605
	Iteration 1F: 3 clusters Score -2480039 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -2480427.250000 Penalty: 4908.245605
	Iteration 2F: 3 clusters Score -2480427 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 8343 members 
Entering Unmasked Estep 
Score: -2480805.250000 Penalty: 4908.245605
	Iteration 3Q: 3 clusters Score -2480805 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -2481267.000000 Penalty: 4908.245605
	Iteration 4Q: 3 clusters Score -2481267 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -2481896.000000 Penalty: 4908.245605
	Iteration 5F: 3 clusters Score -2481896 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -2482809.500000 Penalty: 4908.245605
	Iteration 6F: 3 clusters Score -2482810 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -2484015.500000 Penalty: 4908.245605
	Iteration 7F: 3 clusters Score -2484016 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -2485356.250000 Penalty: 4908.245605
	Iteration 8F: 3 clusters Score -2485356 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2486399.500000 Penalty: 4908.245605
	Iteration 9F: 3 clusters Score -2486400 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2487095.250000 Penalty: 4908.245605
	Iteration 10Q: 3 clusters Score -2487095 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -2487434.500000 Penalty: 4908.245605
	Iteration 11Q: 3 clusters Score -2487434 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18687 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2487566.250000 Penalty: 4908.245605
	Iteration 12Q: 3 clusters Score -2487566 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2487631.000000 Penalty: 4908.245605
	Iteration 13Q: 3 clusters Score -2487631 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2487671.500000 Penalty: 4908.245605
	Iteration 14Q: 3 clusters Score -2487672 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2487705.500000 Penalty: 4908.245605
	Iteration 15Q: 3 clusters Score -2487706 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2487715.500000 Penalty: 4908.245605
	Iteration 16Q: 3 clusters Score -2487716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2487728.500000 Penalty: 4908.245605
	Iteration 17Q: 3 clusters Score -2487728 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2487739.250000 Penalty: 4908.245605
	Iteration 18Q: 3 clusters Score -2487739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2487738.000000 Penalty: 4908.245605
	Iteration 19Q: 3 clusters Score -2487738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2487740.500000 Penalty: 4908.245605
	Iteration 20F: 3 clusters Score -2487740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2487744.500000 Penalty: 4908.245605
	Iteration 21Q: 3 clusters Score -2487744 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2487747.250000 Penalty: 4908.245605
	Iteration 22Q: 3 clusters Score -2487747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2487747.250000 Penalty: 4908.245605
	Iteration 23Q: 3 clusters Score -2487747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2487747.250000 Penalty: 4908.245605
	Iteration 24F: 3 clusters Score -2487747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (64883 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64883 members 
Entering Unmasked Estep 
Score: -7892937.000000 Penalty: 2747.924561
	Iteration 0F: 2 clusters Score -7892937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32422 members 
Mstep: Class 2 contains 32461 members 
Entering Unmasked Estep 
Score: -7849283.500000 Penalty: 5495.849121
	Iteration 0F: 3 clusters Score -7849284 nChanged 30347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32387 members 
Mstep: Class 2 contains 32496 members 
Entering Unmasked Estep 
Score: -7866522.500000 Penalty: 5495.849121
	Iteration 1F: 3 clusters Score -7866522 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32277 members 
Mstep: Class 2 contains 32606 members 
Entering Unmasked Estep 
Score: -7867099.500000 Penalty: 5495.849121
	Iteration 2Q: 3 clusters Score -7867100 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 32779 members 
Entering Unmasked Estep 
Score: -7867801.000000 Penalty: 5495.849121
	Iteration 3Q: 3 clusters Score -7867801 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31854 members 
Mstep: Class 2 contains 33029 members 
Entering Unmasked Estep 
Score: -7868551.500000 Penalty: 5495.849121
	Iteration 4Q: 3 clusters Score -7868552 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31492 members 
Mstep: Class 2 contains 33391 members 
Entering Unmasked Estep 
Score: -7869482.000000 Penalty: 5495.849121
	Iteration 5Q: 3 clusters Score -7869482 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30929 members 
Mstep: Class 2 contains 33954 members 
Entering Unmasked Estep 
Score: -7870573.500000 Penalty: 5495.849121
	Iteration 6Q: 3 clusters Score -7870574 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 34781 members 
Entering Unmasked Estep 
Score: -7871948.500000 Penalty: 5495.849121
	Iteration 7Q: 3 clusters Score -7871948 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -7873577.500000 Penalty: 5495.849121
	Iteration 8Q: 3 clusters Score -7873578 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28020 members 
Mstep: Class 2 contains 36863 members 
Entering Unmasked Estep 
Score: -7875474.000000 Penalty: 5495.849121
	Iteration 9F: 3 clusters Score -7875474 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27092 members 
Mstep: Class 2 contains 37791 members 
Entering Unmasked Estep 
Score: -7877143.500000 Penalty: 5495.849121
	Iteration 10Q: 3 clusters Score -7877144 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 2 contains 38453 members 
Entering Unmasked Estep 
Score: -7878309.500000 Penalty: 5495.849121
	Iteration 11Q: 3 clusters Score -7878310 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 38840 members 
Entering Unmasked Estep 
Score: -7879031.000000 Penalty: 5495.849121
	Iteration 12Q: 3 clusters Score -7879031 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 39180 members 
Entering Unmasked Estep 
Score: -7879414.000000 Penalty: 5495.849121
	Iteration 13Q: 3 clusters Score -7879414 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 39559 members 
Entering Unmasked Estep 
Score: -7879653.000000 Penalty: 5495.849121
	Iteration 14Q: 3 clusters Score -7879653 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 39987 members 
Entering Unmasked Estep 
Score: -7879858.000000 Penalty: 5495.849121
	Iteration 15Q: 3 clusters Score -7879858 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 40442 members 
Entering Unmasked Estep 
Score: -7880022.500000 Penalty: 5495.849121
	Iteration 16Q: 3 clusters Score -7880022 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 40990 members 
Entering Unmasked Estep 
Score: -7880151.000000 Penalty: 5495.849121
	Iteration 17Q: 3 clusters Score -7880151 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 41624 members 
Entering Unmasked Estep 
Score: -7880349.500000 Penalty: 5495.849121
	Iteration 18Q: 3 clusters Score -7880350 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 42350 members 
Entering Unmasked Estep 
Score: -7880524.500000 Penalty: 5495.849121
	Iteration 19Q: 3 clusters Score -7880524 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 43168 members 
Entering Unmasked Estep 
Score: -7880742.000000 Penalty: 5495.849121
	Iteration 20F: 3 clusters Score -7880742 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 44072 members 
Entering Unmasked Estep 
Score: -7880980.500000 Penalty: 5495.849121
	Iteration 21Q: 3 clusters Score -7880980 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 45129 members 
Entering Unmasked Estep 
Score: -7881255.000000 Penalty: 5495.849121
	Iteration 22Q: 3 clusters Score -7881255 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 46252 members 
Entering Unmasked Estep 
Score: -7881635.500000 Penalty: 5495.849121
	Iteration 23Q: 3 clusters Score -7881636 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17426 members 
Mstep: Class 2 contains 47457 members 
Entering Unmasked Estep 
Score: -7882117.500000 Penalty: 5495.849121
	Iteration 24Q: 3 clusters Score -7882118 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 48757 members 
Entering Unmasked Estep 
Score: -7882680.000000 Penalty: 5495.849121
	Iteration 25Q: 3 clusters Score -7882680 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 50118 members 
Entering Unmasked Estep 
Score: -7883322.500000 Penalty: 5495.849121
	Iteration 26Q: 3 clusters Score -7883322 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 51470 members 
Entering Unmasked Estep 
Score: -7884082.500000 Penalty: 5495.849121
	Iteration 27Q: 3 clusters Score -7884082 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 52811 members 
Entering Unmasked Estep 
Score: -7884894.500000 Penalty: 5495.849121
	Iteration 28Q: 3 clusters Score -7884894 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 54134 members 
Entering Unmasked Estep 
Score: -7885875.500000 Penalty: 5495.849121
	Iteration 29Q: 3 clusters Score -7885876 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 55312 members 
Entering Unmasked Estep 
Score: -7886908.500000 Penalty: 5495.849121
	Iteration 30Q: 3 clusters Score -7886908 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 56275 members 
Entering Unmasked Estep 
Score: -7887736.000000 Penalty: 5495.849121
	Iteration 31Q: 3 clusters Score -7887736 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 57029 members 
Entering Unmasked Estep 
Score: -7888332.500000 Penalty: 5495.849121
	Iteration 32Q: 3 clusters Score -7888332 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 57610 members 
Entering Unmasked Estep 
Score: -7888710.500000 Penalty: 5495.849121
	Iteration 33Q: 3 clusters Score -7888710 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 58080 members 
Entering Unmasked Estep 
Score: -7889011.500000 Penalty: 5495.849121
	Iteration 34Q: 3 clusters Score -7889012 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 58469 members 
Entering Unmasked Estep 
Score: -7889248.500000 Penalty: 5495.849121
	Iteration 35Q: 3 clusters Score -7889248 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 58803 members 
Entering Unmasked Estep 
Score: -7889392.000000 Penalty: 5495.849121
	Iteration 36Q: 3 clusters Score -7889392 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 59080 members 
Entering Unmasked Estep 
Score: -7889516.000000 Penalty: 5495.849121
	Iteration 37Q: 3 clusters Score -7889516 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 59308 members 
Entering Unmasked Estep 
Score: -7889602.000000 Penalty: 5495.849121
	Iteration 38Q: 3 clusters Score -7889602 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 59517 members 
Entering Unmasked Estep 
Score: -7889667.000000 Penalty: 5495.849121
	Iteration 39Q: 3 clusters Score -7889667 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 59695 members 
Entering Unmasked Estep 
Score: -7889720.000000 Penalty: 5495.849121
	Iteration 40F: 3 clusters Score -7889720 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 59882 members 
Entering Unmasked Estep 
Score: -7889788.500000 Penalty: 5495.849121
	Iteration 41Q: 3 clusters Score -7889788 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 60060 members 
Entering Unmasked Estep 
Score: -7889828.500000 Penalty: 5495.849121
	Iteration 42Q: 3 clusters Score -7889828 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 60223 members 
Entering Unmasked Estep 
Score: -7889890.500000 Penalty: 5495.849121
	Iteration 43Q: 3 clusters Score -7889890 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 60370 members 
Entering Unmasked Estep 
Score: -7889910.500000 Penalty: 5495.849121
	Iteration 44Q: 3 clusters Score -7889910 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 60489 members 
Entering Unmasked Estep 
Score: -7889914.500000 Penalty: 5495.849121
	Iteration 45Q: 3 clusters Score -7889914 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 60585 members 
Entering Unmasked Estep 
Score: -7889922.500000 Penalty: 5495.849121
	Iteration 46Q: 3 clusters Score -7889922 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 60664 members 
Entering Unmasked Estep 
Score: -7889969.000000 Penalty: 5495.849121
	Iteration 47Q: 3 clusters Score -7889969 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 60726 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7889974 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 60785 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7889989 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 60849 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7889986 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 60910 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7890008 nChanged 42
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 60952 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 60995 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7890018 nChanged 37
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Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 61032 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7890038 nChanged 43
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Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 61075 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7890058 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 61120 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7890077 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 61169 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7890074 nChanged 34
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Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 61203 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7890094 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 61236 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7890079 nChanged 38
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Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 61274 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7890089 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 61317 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7890076 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 61350 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7890092 nChanged 35
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Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 61385 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7890104 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 61421 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7890119 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 61454 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7890116 nChanged 37
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Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 61491 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7890131 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 61525 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7890136 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 61565 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7890142 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 61607 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7890150 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 61641 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7890154 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 61663 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7890160 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 61691 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7890156 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 61716 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7890168 nChanged 20
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Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 61736 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7890172 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 61757 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7890172 nChanged 20
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Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 61777 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7890170 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3090 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -7890170 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3074 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7890171 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3059 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7890176 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3043 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7890188 nChanged 18
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7890196 nChanged 18
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Mstep: Class 1 contains 3007 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7890194 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2993 members 
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Entering Unmasked Mstep 
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	Iteration 84Q: 3 clusters Score -7890202 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 61927 members 
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	Iteration 85Q: 3 clusters Score -7890205 nChanged 16
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Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 61943 members 
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	Iteration 86Q: 3 clusters Score -7890201 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 61958 members 
Entering Unmasked Estep 
Score: -7890208.000000 Penalty: 5495.849121
	Iteration 87Q: 3 clusters Score -7890208 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 61973 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7890217 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 61988 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7890214 nChanged 15
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Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 62003 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7890214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 62016 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7890218 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 62024 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7890220 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 62033 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7890222 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 62041 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7890219 nChanged 9
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Mstep: Class 1 contains 2833 members 
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	Iteration 95Q: 3 clusters Score -7890225 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2821 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7890230 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 62069 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7890225 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2804 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7890234 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 62087 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7890240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 62095 members 
Entering Unmasked Estep 
Score: -7890244.000000 Penalty: 5495.849121
	Iteration 100F: 3 clusters Score -7890244 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2782 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7890244 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 62105 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7890240 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 62113 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7890238 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 62120 members 
Entering Unmasked Estep 
Score: -7890233.500000 Penalty: 5495.849121
	Iteration 104Q: 3 clusters Score -7890234 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 62127 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7890237 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 62133 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7890235 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 62143 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7890236 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 62151 members 
Entering Unmasked Estep 
Score: -7890231.500000 Penalty: 5495.849121
	Iteration 108Q: 3 clusters Score -7890232 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 62154 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7890231 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 62158 members 
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	Iteration 110Q: 3 clusters Score -7890238 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 62162 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -7890233 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 62164 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7890232 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 62170 members 
Entering Unmasked Estep 
Score: -7890234.500000 Penalty: 5495.849121
	Iteration 113Q: 3 clusters Score -7890234 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 62179 members 
Entering Unmasked Estep 
Score: -7890247.000000 Penalty: 5495.849121
	Iteration 114Q: 3 clusters Score -7890247 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 62190 members 
Entering Unmasked Estep 
Score: -7890242.000000 Penalty: 5495.849121
	Iteration 115Q: 3 clusters Score -7890242 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 62213 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7890255 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 62234 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7890253 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 62256 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -7890272 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 62279 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -7890275 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 62300 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -7890274 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 62320 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -7890290 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 62344 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -7890292 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 62372 members 
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	Iteration 123Q: 3 clusters Score -7890288 nChanged 21
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Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 62393 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -7890296 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2473 members 
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	Iteration 125Q: 3 clusters Score -7890300 nChanged 17
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Mstep: Class 1 contains 2458 members 
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	Iteration 126Q: 3 clusters Score -7890292 nChanged 15
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Mstep: Class 1 contains 2443 members 
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	Iteration 127Q: 3 clusters Score -7890296 nChanged 22
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Mstep: Class 1 contains 2421 members 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7890306 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 62487 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -7890295 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 62517 members 
Entering Unmasked Estep 
Score: -7890304.500000 Penalty: 5495.849121
	Iteration 130Q: 3 clusters Score -7890304 nChanged 36
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Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 62553 members 
Entering Unmasked Estep 
Score: -7890320.500000 Penalty: 5495.849121
	Iteration 131Q: 3 clusters Score -7890320 nChanged 39
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Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 62592 members 
Entering Unmasked Estep 
Score: -7890337.000000 Penalty: 5495.849121
	Iteration 132Q: 3 clusters Score -7890337 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 62623 members 
Entering Unmasked Estep 
Score: -7890349.000000 Penalty: 5495.849121
	Iteration 133Q: 3 clusters Score -7890349 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 62652 members 
Entering Unmasked Estep 
Score: -7890344.000000 Penalty: 5495.849121
	Iteration 134Q: 3 clusters Score -7890344 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 62681 members 
Entering Unmasked Estep 
Score: -7890348.500000 Penalty: 5495.849121
	Iteration 135Q: 3 clusters Score -7890348 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 62701 members 
Entering Unmasked Estep 
Score: -7890354.000000 Penalty: 5495.849121
	Iteration 136Q: 3 clusters Score -7890354 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 62724 members 
Entering Unmasked Estep 
Score: -7890373.500000 Penalty: 5495.849121
	Iteration 137Q: 3 clusters Score -7890374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 62745 members 
Entering Unmasked Estep 
Score: -7890368.000000 Penalty: 5495.849121
	Iteration 138Q: 3 clusters Score -7890368 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 62772 members 
Entering Unmasked Estep 
Score: -7890394.000000 Penalty: 5495.849121
	Iteration 139Q: 3 clusters Score -7890394 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 62794 members 
Entering Unmasked Estep 
Score: -7890392.000000 Penalty: 5495.849121
	Iteration 140F: 3 clusters Score -7890392 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 62823 members 
Entering Unmasked Estep 
Score: -7890399.500000 Penalty: 5495.849121
	Iteration 141Q: 3 clusters Score -7890400 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 62858 members 
Entering Unmasked Estep 
Score: -7890404.500000 Penalty: 5495.849121
	Iteration 142Q: 3 clusters Score -7890404 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 62887 members 
Entering Unmasked Estep 
Score: -7890423.000000 Penalty: 5495.849121
	Iteration 143Q: 3 clusters Score -7890423 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 62921 members 
Entering Unmasked Estep 
Score: -7890422.000000 Penalty: 5495.849121
	Iteration 144Q: 3 clusters Score -7890422 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 62962 members 
Entering Unmasked Estep 
Score: -7890441.000000 Penalty: 5495.849121
	Iteration 145Q: 3 clusters Score -7890441 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 62987 members 
Entering Unmasked Estep 
Score: -7890452.000000 Penalty: 5495.849121
	Iteration 146Q: 3 clusters Score -7890452 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 63012 members 
Entering Unmasked Estep 
Score: -7890441.500000 Penalty: 5495.849121
	Iteration 147Q: 3 clusters Score -7890442 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 63032 members 
Entering Unmasked Estep 
Score: -7890453.500000 Penalty: 5495.849121
	Iteration 148Q: 3 clusters Score -7890454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 63046 members 
Entering Unmasked Estep 
Score: -7890458.000000 Penalty: 5495.849121
	Iteration 149Q: 3 clusters Score -7890458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 63064 members 
Entering Unmasked Estep 
Score: -7890454.000000 Penalty: 5495.849121
	Iteration 150Q: 3 clusters Score -7890454 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 63084 members 
Entering Unmasked Estep 
Score: -7890470.000000 Penalty: 5495.849121
	Iteration 151Q: 3 clusters Score -7890470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 63105 members 
Entering Unmasked Estep 
Score: -7890470.000000 Penalty: 5495.849121
	Iteration 152Q: 3 clusters Score -7890470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 63126 members 
Entering Unmasked Estep 
Score: -7890479.000000 Penalty: 5495.849121
	Iteration 153Q: 3 clusters Score -7890479 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 63142 members 
Entering Unmasked Estep 
Score: -7890471.500000 Penalty: 5495.849121
	Iteration 154Q: 3 clusters Score -7890472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 63155 members 
Entering Unmasked Estep 
Score: -7890480.000000 Penalty: 5495.849121
	Iteration 155Q: 3 clusters Score -7890480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 63165 members 
Entering Unmasked Estep 
Score: -7890479.500000 Penalty: 5495.849121
	Iteration 156Q: 3 clusters Score -7890480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 63175 members 
Entering Unmasked Estep 
Score: -7890491.500000 Penalty: 5495.849121
	Iteration 157Q: 3 clusters Score -7890492 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 63189 members 
Entering Unmasked Estep 
Score: -7890489.500000 Penalty: 5495.849121
	Iteration 158Q: 3 clusters Score -7890490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 63198 members 
Entering Unmasked Estep 
Score: -7890493.500000 Penalty: 5495.849121
	Iteration 159Q: 3 clusters Score -7890494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 63206 members 
Entering Unmasked Estep 
Score: -7890483.500000 Penalty: 5495.849121
	Iteration 160F: 3 clusters Score -7890484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 63208 members 
Entering Unmasked Estep 
Score: -7890484.000000 Penalty: 5495.849121
	Iteration 161Q: 3 clusters Score -7890484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 63210 members 
Entering Unmasked Estep 
Score: -7890488.000000 Penalty: 5495.849121
	Iteration 162Q: 3 clusters Score -7890488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 63211 members 
Entering Unmasked Estep 
Score: -7890489.000000 Penalty: 5495.849121
	Iteration 163Q: 3 clusters Score -7890489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 63214 members 
Entering Unmasked Estep 
Score: -7890483.500000 Penalty: 5495.849121
	Iteration 164Q: 3 clusters Score -7890484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 63217 members 
Entering Unmasked Estep 
Score: -7890481.500000 Penalty: 5495.849121
	Iteration 165Q: 3 clusters Score -7890482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 63223 members 
Entering Unmasked Estep 
Score: -7890501.000000 Penalty: 5495.849121
	Iteration 166Q: 3 clusters Score -7890501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 63228 members 
Entering Unmasked Estep 
Score: -7890504.000000 Penalty: 5495.849121
	Iteration 167Q: 3 clusters Score -7890504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 63235 members 
Entering Unmasked Estep 
Score: -7890517.500000 Penalty: 5495.849121
	Iteration 168Q: 3 clusters Score -7890518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 63243 members 
Entering Unmasked Estep 
Score: -7890520.500000 Penalty: 5495.849121
	Iteration 169Q: 3 clusters Score -7890520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 63246 members 
Entering Unmasked Estep 
Score: -7890517.000000 Penalty: 5495.849121
	Iteration 170Q: 3 clusters Score -7890517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 63248 members 
Entering Unmasked Estep 
Score: -7890513.500000 Penalty: 5495.849121
	Iteration 171Q: 3 clusters Score -7890514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 63253 members 
Entering Unmasked Estep 
Score: -7890516.500000 Penalty: 5495.849121
	Iteration 172Q: 3 clusters Score -7890516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 63253 members 
Entering Unmasked Estep 
Score: -7890520.500000 Penalty: 5495.849121
	Iteration 173Q: 3 clusters Score -7890520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 63256 members 
Entering Unmasked Estep 
Score: -7890531.000000 Penalty: 5495.849121
	Iteration 174Q: 3 clusters Score -7890531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 63259 members 
Entering Unmasked Estep 
Score: -7890531.500000 Penalty: 5495.849121
	Iteration 175Q: 3 clusters Score -7890532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 63260 members 
Entering Unmasked Estep 
Score: -7890530.500000 Penalty: 5495.849121
	Iteration 176Q: 3 clusters Score -7890530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 63260 members 
Entering Unmasked Estep 
Score: -7890530.500000 Penalty: 5495.849121
	Iteration 177F: 3 clusters Score -7890530 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (59589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59589 members 
Entering Unmasked Estep 
Score: -7553530.500000 Penalty: 2726.815918
	Iteration 0F: 2 clusters Score -7553530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 29613 members 
Entering Unmasked Estep 
Score: -7513269.500000 Penalty: 5453.631836
	Iteration 0F: 3 clusters Score -7513270 nChanged 27786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 28223 members 
Entering Unmasked Estep 
Score: -7528909.000000 Penalty: 5453.631836
	Iteration 1F: 3 clusters Score -7528909 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 27333 members 
Entering Unmasked Estep 
Score: -7529672.500000 Penalty: 5453.631836
	Iteration 2Q: 3 clusters Score -7529672 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33523 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -7530588.500000 Penalty: 5453.631836
	Iteration 3Q: 3 clusters Score -7530588 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35375 members 
Mstep: Class 2 contains 24214 members 
Entering Unmasked Estep 
Score: -7531851.000000 Penalty: 5453.631836
	Iteration 4Q: 3 clusters Score -7531851 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37871 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -7533688.500000 Penalty: 5453.631836
	Iteration 5F: 3 clusters Score -7533688 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41144 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -7536204.000000 Penalty: 5453.631836
	Iteration 6F: 3 clusters Score -7536204 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44995 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -7539466.000000 Penalty: 5453.631836
	Iteration 7F: 3 clusters Score -7539466 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48921 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -7542949.500000 Penalty: 5453.631836
	Iteration 8F: 3 clusters Score -7542950 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52154 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -7545834.000000 Penalty: 5453.631836
	Iteration 9F: 3 clusters Score -7545834 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54409 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -7547813.500000 Penalty: 5453.631836
	Iteration 10Q: 3 clusters Score -7547814 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55904 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -7549082.500000 Penalty: 5453.631836
	Iteration 11Q: 3 clusters Score -7549082 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56839 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -7549818.000000 Penalty: 5453.631836
	Iteration 12Q: 3 clusters Score -7549818 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57441 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -7550232.000000 Penalty: 5453.631836
	Iteration 13Q: 3 clusters Score -7550232 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57830 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -7550516.000000 Penalty: 5453.631836
	Iteration 14Q: 3 clusters Score -7550516 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58096 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -7550708.000000 Penalty: 5453.631836
	Iteration 15Q: 3 clusters Score -7550708 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58283 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -7550852.000000 Penalty: 5453.631836
	Iteration 16Q: 3 clusters Score -7550852 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58416 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -7550948.500000 Penalty: 5453.631836
	Iteration 17Q: 3 clusters Score -7550948 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58497 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -7551015.000000 Penalty: 5453.631836
	Iteration 18Q: 3 clusters Score -7551015 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58566 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -7551044.000000 Penalty: 5453.631836
	Iteration 19Q: 3 clusters Score -7551044 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58628 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -7551072.500000 Penalty: 5453.631836
	Iteration 20F: 3 clusters Score -7551072 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58671 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -7551110.000000 Penalty: 5453.631836
	Iteration 21Q: 3 clusters Score -7551110 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58710 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -7551142.500000 Penalty: 5453.631836
	Iteration 22Q: 3 clusters Score -7551142 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58737 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -7551155.000000 Penalty: 5453.631836
	Iteration 23Q: 3 clusters Score -7551155 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58748 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -7551156.000000 Penalty: 5453.631836
	Iteration 24Q: 3 clusters Score -7551156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58756 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -7551153.500000 Penalty: 5453.631836
	Iteration 25Q: 3 clusters Score -7551154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58765 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -7551156.000000 Penalty: 5453.631836
	Iteration 26Q: 3 clusters Score -7551156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58770 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -7551158.000000 Penalty: 5453.631836
	Iteration 27Q: 3 clusters Score -7551158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58776 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -7551160.000000 Penalty: 5453.631836
	Iteration 28Q: 3 clusters Score -7551160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58780 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -7551163.000000 Penalty: 5453.631836
	Iteration 29Q: 3 clusters Score -7551163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58784 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -7551177.500000 Penalty: 5453.631836
	Iteration 30Q: 3 clusters Score -7551178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58786 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -7551175.000000 Penalty: 5453.631836
	Iteration 31Q: 3 clusters Score -7551175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58789 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -7551182.000000 Penalty: 5453.631836
	Iteration 32Q: 3 clusters Score -7551182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58789 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -7551182.500000 Penalty: 5453.631836
	Iteration 33Q: 3 clusters Score -7551182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58794 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -7551183.000000 Penalty: 5453.631836
	Iteration 34Q: 3 clusters Score -7551183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58798 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -7551200.000000 Penalty: 5453.631836
	Iteration 35Q: 3 clusters Score -7551200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58801 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -7551201.500000 Penalty: 5453.631836
	Iteration 36Q: 3 clusters Score -7551202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58806 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -7551203.000000 Penalty: 5453.631836
	Iteration 37Q: 3 clusters Score -7551203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58807 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -7551207.000000 Penalty: 5453.631836
	Iteration 38Q: 3 clusters Score -7551207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58810 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -7551204.500000 Penalty: 5453.631836
	Iteration 39Q: 3 clusters Score -7551204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58815 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -7551201.500000 Penalty: 5453.631836
	Iteration 40F: 3 clusters Score -7551202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58818 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -7551200.500000 Penalty: 5453.631836
	Iteration 41Q: 3 clusters Score -7551200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58820 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -7551192.500000 Penalty: 5453.631836
	Iteration 42Q: 3 clusters Score -7551192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58821 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -7551195.000000 Penalty: 5453.631836
	Iteration 43Q: 3 clusters Score -7551195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58821 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -7551195.000000 Penalty: 5453.631836
	Iteration 44F: 3 clusters Score -7551195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Entering Unmasked Estep 
Score: -152052.328125 Penalty: 1783.847656
	Iteration 0F: 2 clusters Score -152052.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -149907.031250 Penalty: 3567.695312
	Iteration 0F: 3 clusters Score -149907 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -150320.437500 Penalty: 3567.695312
	Iteration 1F: 3 clusters Score -150320.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -150552.218750 Penalty: 3567.695312
	Iteration 2F: 3 clusters Score -150552.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -150647.812500 Penalty: 3567.695312
	Iteration 3Q: 3 clusters Score -150647.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -150691.375000 Penalty: 3567.695312
	Iteration 4Q: 3 clusters Score -150691.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -150720.015625 Penalty: 3567.695312
	Iteration 5Q: 3 clusters Score -150720 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -150747.343750 Penalty: 3567.695312
	Iteration 6Q: 3 clusters Score -150747.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -150824.421875 Penalty: 3567.695312
	Iteration 7Q: 3 clusters Score -150824.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -150976.453125 Penalty: 3567.695312
	Iteration 8Q: 3 clusters Score -150976.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -151189.250000 Penalty: 3567.695312
	Iteration 9Q: 3 clusters Score -151189.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -151537.796875 Penalty: 3567.695312
	Iteration 10F: 3 clusters Score -151537.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -151964.125000 Penalty: 3567.695312
	Iteration 11F: 3 clusters Score -151964.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -152223.437500 Penalty: 3567.695312
	Iteration 12F: 3 clusters Score -152223.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -152421.421875 Penalty: 3567.695312
	Iteration 13F: 3 clusters Score -152421.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -152568.609375 Penalty: 3567.695312
	Iteration 14Q: 3 clusters Score -152568.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -152652.421875 Penalty: 3567.695312
	Iteration 15Q: 3 clusters Score -152652.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -152707.531250 Penalty: 3567.695312
	Iteration 16Q: 3 clusters Score -152707.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -152734.078125 Penalty: 3567.695312
	Iteration 17Q: 3 clusters Score -152734.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -152734.796875 Penalty: 3567.695312
	Iteration 18Q: 3 clusters Score -152734.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -152734.796875 Penalty: 3567.695312
	Iteration 19F: 3 clusters Score -152734.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 26169 members 
Mstep: Class 3 contains 45100 members 
Mstep: Class 4 contains 226241 members 
Mstep: Class 5 contains 13629 members 
Mstep: Class 6 contains 6611 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60375 members 
Mstep: Class 9 contains 42106 members 
Mstep: Class 10 contains 22086 members 
Mstep: Class 11 contains 6853 members 
Mstep: Class 12 contains 17885 members 
Mstep: Class 13 contains 33880 members 
Mstep: Class 14 contains 2144 members 
Mstep: Class 15 contains 4273 members 
Mstep: Class 16 contains 1943 members 
Mstep: Class 17 contains 2703 members 
Mstep: Class 18 contains 192613 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19844 members 
Mstep: Class 21 contains 64883 members 
Mstep: Class 22 contains 393 members 
Mstep: Class 23 contains 59589 members 
Mstep: Class 24 contains 937 members 
Entering Unmasked Estep 
Score: -104758152.000000 Penalty: 81314.312500
Splitting cluster 24 changes total score from -104759072.000000 to -104758152.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 26169 members 
Mstep: Class 3 contains 45100 members 
Mstep: Class 4 contains 226241 members 
Mstep: Class 5 contains 13629 members 
Mstep: Class 6 contains 6611 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60375 members 
Mstep: Class 9 contains 42106 members 
Mstep: Class 10 contains 22086 members 
Mstep: Class 11 contains 6853 members 
Mstep: Class 12 contains 17885 members 
Mstep: Class 13 contains 33880 members 
Mstep: Class 14 contains 2144 members 
Mstep: Class 15 contains 4273 members 
Mstep: Class 16 contains 1943 members 
Mstep: Class 17 contains 2703 members 
Mstep: Class 18 contains 192613 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19844 members 
Mstep: Class 21 contains 64883 members 
Mstep: Class 23 contains 59589 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759048.000000 Penalty: 77926.218750
Iteration 319Q: 24 clusters Score -1.04759e+08 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 26178 members 
Mstep: Class 3 contains 45093 members 
Mstep: Class 4 contains 226118 members 
Mstep: Class 5 contains 13620 members 
Mstep: Class 6 contains 6611 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60378 members 
Mstep: Class 9 contains 42116 members 
Mstep: Class 10 contains 22082 members 
Mstep: Class 11 contains 6839 members 
Mstep: Class 12 contains 17885 members 
Mstep: Class 13 contains 33869 members 
Mstep: Class 14 contains 2144 members 
Mstep: Class 15 contains 4270 members 
Mstep: Class 16 contains 1942 members 
Mstep: Class 17 contains 2703 members 
Mstep: Class 18 contains 192571 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19847 members 
Mstep: Class 21 contains 64816 members 
Mstep: Class 23 contains 59845 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758936.000000 Penalty: 77926.218750
Iteration 320F: 24 clusters Score -1.047589e+08 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 26180 members 
Mstep: Class 3 contains 45089 members 
Mstep: Class 4 contains 226011 members 
Mstep: Class 5 contains 13613 members 
Mstep: Class 6 contains 6611 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60388 members 
Mstep: Class 9 contains 42118 members 
Mstep: Class 10 contains 22078 members 
Mstep: Class 11 contains 6823 members 
Mstep: Class 12 contains 17885 members 
Mstep: Class 13 contains 33860 members 
Mstep: Class 14 contains 2145 members 
Mstep: Class 15 contains 4270 members 
Mstep: Class 16 contains 1942 members 
Mstep: Class 17 contains 2702 members 
Mstep: Class 18 contains 192518 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19846 members 
Mstep: Class 21 contains 64743 members 
Mstep: Class 23 contains 60105 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758728.000000 Penalty: 77926.218750
Iteration 321Q: 24 clusters Score -1.047587e+08 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 26181 members 
Mstep: Class 3 contains 45094 members 
Mstep: Class 4 contains 225870 members 
Mstep: Class 5 contains 13608 members 
Mstep: Class 6 contains 6611 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60383 members 
Mstep: Class 9 contains 42123 members 
Mstep: Class 10 contains 22074 members 
Mstep: Class 11 contains 6805 members 
Mstep: Class 12 contains 17884 members 
Mstep: Class 13 contains 33852 members 
Mstep: Class 14 contains 2148 members 
Mstep: Class 15 contains 4269 members 
Mstep: Class 16 contains 1942 members 
Mstep: Class 17 contains 2702 members 
Mstep: Class 18 contains 192493 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19857 members 
Mstep: Class 21 contains 64675 members 
Mstep: Class 23 contains 60356 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758736.000000 Penalty: 77926.218750
Iteration 322Q: 24 clusters Score -1.047587e+08 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 26182 members 
Mstep: Class 3 contains 45097 members 
Mstep: Class 4 contains 225721 members 
Mstep: Class 5 contains 13603 members 
Mstep: Class 6 contains 6611 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60402 members 
Mstep: Class 9 contains 42125 members 
Mstep: Class 10 contains 22073 members 
Mstep: Class 11 contains 6786 members 
Mstep: Class 12 contains 17878 members 
Mstep: Class 13 contains 33847 members 
Mstep: Class 14 contains 2151 members 
Mstep: Class 15 contains 4270 members 
Mstep: Class 16 contains 1942 members 
Mstep: Class 17 contains 2702 members 
Mstep: Class 18 contains 192461 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19868 members 
Mstep: Class 21 contains 64621 members 
Mstep: Class 23 contains 60587 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758904.000000 Penalty: 77926.218750
Iteration 323Q: 24 clusters Score -1.047589e+08 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 26184 members 
Mstep: Class 3 contains 45095 members 
Mstep: Class 4 contains 225572 members 
Mstep: Class 5 contains 13598 members 
Mstep: Class 6 contains 6612 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60413 members 
Mstep: Class 9 contains 42128 members 
Mstep: Class 10 contains 22075 members 
Mstep: Class 11 contains 6768 members 
Mstep: Class 12 contains 17882 members 
Mstep: Class 13 contains 33845 members 
Mstep: Class 14 contains 2153 members 
Mstep: Class 15 contains 4270 members 
Mstep: Class 16 contains 1942 members 
Mstep: Class 17 contains 2701 members 
Mstep: Class 18 contains 192430 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19867 members 
Mstep: Class 21 contains 64544 members 
Mstep: Class 23 contains 60848 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759064.000000 Penalty: 77926.218750
Iteration 324Q: 24 clusters Score -1.047591e+08 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 26180 members 
Mstep: Class 3 contains 45100 members 
Mstep: Class 4 contains 225442 members 
Mstep: Class 5 contains 13597 members 
Mstep: Class 6 contains 6613 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60404 members 
Mstep: Class 9 contains 42127 members 
Mstep: Class 10 contains 22078 members 
Mstep: Class 11 contains 6757 members 
Mstep: Class 12 contains 17886 members 
Mstep: Class 13 contains 33838 members 
Mstep: Class 14 contains 2155 members 
Mstep: Class 15 contains 4270 members 
Mstep: Class 16 contains 1942 members 
Mstep: Class 17 contains 2701 members 
Mstep: Class 18 contains 192410 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19867 members 
Mstep: Class 21 contains 64472 members 
Mstep: Class 23 contains 61088 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759160.000000 Penalty: 77926.218750
Iteration 325Q: 24 clusters Score -1.047592e+08 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 26187 members 
Mstep: Class 3 contains 45103 members 
Mstep: Class 4 contains 225293 members 
Mstep: Class 5 contains 13596 members 
Mstep: Class 6 contains 6613 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60401 members 
Mstep: Class 9 contains 42125 members 
Mstep: Class 10 contains 22082 members 
Mstep: Class 11 contains 6748 members 
Mstep: Class 12 contains 17889 members 
Mstep: Class 13 contains 33837 members 
Mstep: Class 14 contains 2154 members 
Mstep: Class 15 contains 4269 members 
Mstep: Class 16 contains 1942 members 
Mstep: Class 17 contains 2701 members 
Mstep: Class 18 contains 192431 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19859 members 
Mstep: Class 21 contains 64403 members 
Mstep: Class 23 contains 61294 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759288.000000 Penalty: 77926.218750
Iteration 326Q: 24 clusters Score -1.047593e+08 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 26183 members 
Mstep: Class 3 contains 45109 members 
Mstep: Class 4 contains 225179 members 
Mstep: Class 5 contains 13599 members 
Mstep: Class 6 contains 6613 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60399 members 
Mstep: Class 9 contains 42120 members 
Mstep: Class 10 contains 22081 members 
Mstep: Class 11 contains 6737 members 
Mstep: Class 12 contains 17889 members 
Mstep: Class 13 contains 33837 members 
Mstep: Class 14 contains 2156 members 
Mstep: Class 15 contains 4264 members 
Mstep: Class 16 contains 1943 members 
Mstep: Class 17 contains 2701 members 
Mstep: Class 18 contains 192425 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19860 members 
Mstep: Class 21 contains 64338 members 
Mstep: Class 23 contains 61494 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759152.000000 Penalty: 77926.218750
Iteration 327Q: 24 clusters Score -1.047592e+08 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 26186 members 
Mstep: Class 3 contains 45119 members 
Mstep: Class 4 contains 225053 members 
Mstep: Class 5 contains 13602 members 
Mstep: Class 6 contains 6613 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60408 members 
Mstep: Class 9 contains 42127 members 
Mstep: Class 10 contains 22079 members 
Mstep: Class 11 contains 6720 members 
Mstep: Class 12 contains 17885 members 
Mstep: Class 13 contains 33830 members 
Mstep: Class 14 contains 2150 members 
Mstep: Class 15 contains 4262 members 
Mstep: Class 16 contains 1942 members 
Mstep: Class 17 contains 2701 members 
Mstep: Class 18 contains 192424 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19855 members 
Mstep: Class 21 contains 64288 members 
Mstep: Class 23 contains 61683 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759056.000000 Penalty: 77926.218750
Iteration 328Q: 24 clusters Score -1.047591e+08 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 26188 members 
Mstep: Class 3 contains 45123 members 
Mstep: Class 4 contains 224890 members 
Mstep: Class 5 contains 13601 members 
Mstep: Class 6 contains 6613 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60417 members 
Mstep: Class 9 contains 42127 members 
Mstep: Class 10 contains 22078 members 
Mstep: Class 11 contains 6707 members 
Mstep: Class 12 contains 17886 members 
Mstep: Class 13 contains 33823 members 
Mstep: Class 14 contains 2151 members 
Mstep: Class 15 contains 4261 members 
Mstep: Class 16 contains 1942 members 
Mstep: Class 17 contains 2701 members 
Mstep: Class 18 contains 192421 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19862 members 
Mstep: Class 21 contains 64241 members 
Mstep: Class 23 contains 61895 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759032.000000 Penalty: 77926.218750
Iteration 329Q: 24 clusters Score -1.04759e+08 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 26193 members 
Mstep: Class 3 contains 45122 members 
Mstep: Class 4 contains 224704 members 
Mstep: Class 5 contains 13600 members 
Mstep: Class 6 contains 6613 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60429 members 
Mstep: Class 9 contains 42128 members 
Mstep: Class 10 contains 22080 members 
Mstep: Class 11 contains 6692 members 
Mstep: Class 12 contains 17885 members 
Mstep: Class 13 contains 33811 members 
Mstep: Class 14 contains 2153 members 
Mstep: Class 15 contains 4261 members 
Mstep: Class 16 contains 1942 members 
Mstep: Class 17 contains 2701 members 
Mstep: Class 18 contains 192430 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19871 members 
Mstep: Class 21 contains 64197 members 
Mstep: Class 23 contains 62115 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759080.000000 Penalty: 77926.218750
Iteration 330Q: 24 clusters Score -1.047591e+08 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 26195 members 
Mstep: Class 3 contains 45125 members 
Mstep: Class 4 contains 224545 members 
Mstep: Class 5 contains 13598 members 
Mstep: Class 6 contains 6613 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60433 members 
Mstep: Class 9 contains 42132 members 
Mstep: Class 10 contains 22072 members 
Mstep: Class 11 contains 6675 members 
Mstep: Class 12 contains 17882 members 
Mstep: Class 13 contains 33807 members 
Mstep: Class 14 contains 2153 members 
Mstep: Class 15 contains 4261 members 
Mstep: Class 16 contains 1943 members 
Mstep: Class 17 contains 2701 members 
Mstep: Class 18 contains 192477 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19874 members 
Mstep: Class 21 contains 64158 members 
Mstep: Class 23 contains 62283 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759088.000000 Penalty: 77926.218750
Iteration 331Q: 24 clusters Score -1.047591e+08 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 26196 members 
Mstep: Class 3 contains 45132 members 
Mstep: Class 4 contains 224405 members 
Mstep: Class 5 contains 13595 members 
Mstep: Class 6 contains 6613 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60438 members 
Mstep: Class 9 contains 42143 members 
Mstep: Class 10 contains 22072 members 
Mstep: Class 11 contains 6660 members 
Mstep: Class 12 contains 17884 members 
Mstep: Class 13 contains 33795 members 
Mstep: Class 14 contains 2153 members 
Mstep: Class 15 contains 4261 members 
Mstep: Class 16 contains 1943 members 
Mstep: Class 17 contains 2701 members 
Mstep: Class 18 contains 192499 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19870 members 
Mstep: Class 21 contains 64116 members 
Mstep: Class 23 contains 62451 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758872.000000 Penalty: 77926.218750
Iteration 332Q: 24 clusters Score -1.047589e+08 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 26200 members 
Mstep: Class 3 contains 45130 members 
Mstep: Class 4 contains 224264 members 
Mstep: Class 5 contains 13593 members 
Mstep: Class 6 contains 6613 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60457 members 
Mstep: Class 9 contains 42152 members 
Mstep: Class 10 contains 22076 members 
Mstep: Class 11 contains 6648 members 
Mstep: Class 12 contains 17883 members 
Mstep: Class 13 contains 33788 members 
Mstep: Class 14 contains 2149 members 
Mstep: Class 15 contains 4259 members 
Mstep: Class 16 contains 1942 members 
Mstep: Class 17 contains 2701 members 
Mstep: Class 18 contains 192478 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19867 members 
Mstep: Class 21 contains 64089 members 
Mstep: Class 23 contains 62638 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758856.000000 Penalty: 77926.218750
Iteration 333Q: 24 clusters Score -1.047589e+08 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 26204 members 
Mstep: Class 3 contains 45131 members 
Mstep: Class 4 contains 224128 members 
Mstep: Class 5 contains 13594 members 
Mstep: Class 6 contains 6613 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60466 members 
Mstep: Class 9 contains 42166 members 
Mstep: Class 10 contains 22074 members 
Mstep: Class 11 contains 6638 members 
Mstep: Class 12 contains 17884 members 
Mstep: Class 13 contains 33779 members 
Mstep: Class 14 contains 2151 members 
Mstep: Class 15 contains 4256 members 
Mstep: Class 16 contains 1944 members 
Mstep: Class 17 contains 2701 members 
Mstep: Class 18 contains 192473 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19864 members 
Mstep: Class 21 contains 64049 members 
Mstep: Class 23 contains 62812 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758752.000000 Penalty: 77926.218750
Iteration 334Q: 24 clusters Score -1.047588e+08 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 26217 members 
Mstep: Class 3 contains 45124 members 
Mstep: Class 4 contains 224000 members 
Mstep: Class 5 contains 13593 members 
Mstep: Class 6 contains 6614 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60469 members 
Mstep: Class 9 contains 42173 members 
Mstep: Class 10 contains 22073 members 
Mstep: Class 11 contains 6628 members 
Mstep: Class 12 contains 17885 members 
Mstep: Class 13 contains 33768 members 
Mstep: Class 14 contains 2151 members 
Mstep: Class 15 contains 4252 members 
Mstep: Class 16 contains 1945 members 
Mstep: Class 17 contains 2701 members 
Mstep: Class 18 contains 192466 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19871 members 
Mstep: Class 21 contains 63999 members 
Mstep: Class 23 contains 62998 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758872.000000 Penalty: 77926.218750
Iteration 335Q: 24 clusters Score -1.047589e+08 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 26226 members 
Mstep: Class 3 contains 45128 members 
Mstep: Class 4 contains 223876 members 
Mstep: Class 5 contains 13590 members 
Mstep: Class 6 contains 6614 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60482 members 
Mstep: Class 9 contains 42174 members 
Mstep: Class 10 contains 22073 members 
Mstep: Class 11 contains 6621 members 
Mstep: Class 12 contains 17879 members 
Mstep: Class 13 contains 33760 members 
Mstep: Class 14 contains 2154 members 
Mstep: Class 15 contains 4248 members 
Mstep: Class 16 contains 1947 members 
Mstep: Class 17 contains 2701 members 
Mstep: Class 18 contains 192462 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19879 members 
Mstep: Class 21 contains 63956 members 
Mstep: Class 23 contains 63157 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759032.000000 Penalty: 77926.218750
Iteration 336Q: 24 clusters Score -1.04759e+08 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 26235 members 
Mstep: Class 3 contains 45130 members 
Mstep: Class 4 contains 223742 members 
Mstep: Class 5 contains 13590 members 
Mstep: Class 6 contains 6614 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60482 members 
Mstep: Class 9 contains 42183 members 
Mstep: Class 10 contains 22073 members 
Mstep: Class 11 contains 6612 members 
Mstep: Class 12 contains 17877 members 
Mstep: Class 13 contains 33757 members 
Mstep: Class 14 contains 2156 members 
Mstep: Class 15 contains 4249 members 
Mstep: Class 16 contains 1947 members 
Mstep: Class 17 contains 2701 members 
Mstep: Class 18 contains 192445 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19888 members 
Mstep: Class 21 contains 63893 members 
Mstep: Class 23 contains 63353 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758896.000000 Penalty: 77926.218750
Iteration 337Q: 24 clusters Score -1.047589e+08 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 26242 members 
Mstep: Class 3 contains 45137 members 
Mstep: Class 4 contains 223611 members 
Mstep: Class 5 contains 13591 members 
Mstep: Class 6 contains 6614 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60486 members 
Mstep: Class 9 contains 42196 members 
Mstep: Class 10 contains 22066 members 
Mstep: Class 11 contains 6598 members 
Mstep: Class 12 contains 17875 members 
Mstep: Class 13 contains 33739 members 
Mstep: Class 14 contains 2159 members 
Mstep: Class 15 contains 4249 members 
Mstep: Class 16 contains 1947 members 
Mstep: Class 17 contains 2701 members 
Mstep: Class 18 contains 192427 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19891 members 
Mstep: Class 21 contains 63851 members 
Mstep: Class 23 contains 63547 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759128.000000 Penalty: 77926.218750
Iteration 338Q: 24 clusters Score -1.047591e+08 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 26249 members 
Mstep: Class 3 contains 45145 members 
Mstep: Class 4 contains 223492 members 
Mstep: Class 5 contains 13591 members 
Mstep: Class 6 contains 6614 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60485 members 
Mstep: Class 9 contains 42205 members 
Mstep: Class 10 contains 22063 members 
Mstep: Class 11 contains 6588 members 
Mstep: Class 12 contains 17869 members 
Mstep: Class 13 contains 33722 members 
Mstep: Class 14 contains 2161 members 
Mstep: Class 15 contains 4248 members 
Mstep: Class 16 contains 1947 members 
Mstep: Class 17 contains 2701 members 
Mstep: Class 18 contains 192420 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19888 members 
Mstep: Class 21 contains 63799 members 
Mstep: Class 23 contains 63740 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759032.000000 Penalty: 77926.218750
Iteration 339Q: 24 clusters Score -1.04759e+08 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 26255 members 
Mstep: Class 3 contains 45152 members 
Mstep: Class 4 contains 223359 members 
Mstep: Class 5 contains 13593 members 
Mstep: Class 6 contains 6614 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60494 members 
Mstep: Class 9 contains 42216 members 
Mstep: Class 10 contains 22066 members 
Mstep: Class 11 contains 6579 members 
Mstep: Class 12 contains 17876 members 
Mstep: Class 13 contains 33710 members 
Mstep: Class 14 contains 2164 members 
Mstep: Class 15 contains 4248 members 
Mstep: Class 16 contains 1948 members 
Mstep: Class 17 contains 2701 members 
Mstep: Class 18 contains 192416 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19887 members 
Mstep: Class 21 contains 63750 members 
Mstep: Class 23 contains 63899 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758904.000000 Penalty: 77926.218750
Iteration 340F: 24 clusters Score -1.047589e+08 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 26264 members 
Mstep: Class 3 contains 45163 members 
Mstep: Class 4 contains 223247 members 
Mstep: Class 5 contains 13590 members 
Mstep: Class 6 contains 6614 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60492 members 
Mstep: Class 9 contains 42226 members 
Mstep: Class 10 contains 22069 members 
Mstep: Class 11 contains 6572 members 
Mstep: Class 12 contains 17878 members 
Mstep: Class 13 contains 33706 members 
Mstep: Class 14 contains 2168 members 
Mstep: Class 15 contains 4248 members 
Mstep: Class 16 contains 1948 members 
Mstep: Class 17 contains 2701 members 
Mstep: Class 18 contains 192405 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19879 members 
Mstep: Class 21 contains 63698 members 
Mstep: Class 23 contains 64059 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758896.000000 Penalty: 77926.218750
Iteration 341Q: 24 clusters Score -1.047589e+08 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 26277 members 
Mstep: Class 3 contains 45174 members 
Mstep: Class 4 contains 223126 members 
Mstep: Class 5 contains 13588 members 
Mstep: Class 6 contains 6614 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60492 members 
Mstep: Class 9 contains 42241 members 
Mstep: Class 10 contains 22069 members 
Mstep: Class 11 contains 6563 members 
Mstep: Class 12 contains 17875 members 
Mstep: Class 13 contains 33696 members 
Mstep: Class 14 contains 2171 members 
Mstep: Class 15 contains 4252 members 
Mstep: Class 16 contains 1949 members 
Mstep: Class 17 contains 2700 members 
Mstep: Class 18 contains 192385 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19886 members 
Mstep: Class 21 contains 63654 members 
Mstep: Class 23 contains 64215 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758896.000000 Penalty: 77926.218750
Iteration 342Q: 24 clusters Score -1.047589e+08 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 26289 members 
Mstep: Class 3 contains 45183 members 
Mstep: Class 4 contains 223000 members 
Mstep: Class 5 contains 13587 members 
Mstep: Class 6 contains 6614 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60496 members 
Mstep: Class 9 contains 42251 members 
Mstep: Class 10 contains 22069 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 12 contains 17868 members 
Mstep: Class 13 contains 33695 members 
Mstep: Class 14 contains 2172 members 
Mstep: Class 15 contains 4253 members 
Mstep: Class 16 contains 1951 members 
Mstep: Class 17 contains 2700 members 
Mstep: Class 18 contains 192367 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19891 members 
Mstep: Class 21 contains 63606 members 
Mstep: Class 23 contains 64376 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759096.000000 Penalty: 77926.218750
Iteration 343Q: 24 clusters Score -1.047591e+08 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 26308 members 
Mstep: Class 3 contains 45184 members 
Mstep: Class 4 contains 222881 members 
Mstep: Class 5 contains 13585 members 
Mstep: Class 6 contains 6614 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60492 members 
Mstep: Class 9 contains 42254 members 
Mstep: Class 10 contains 22067 members 
Mstep: Class 11 contains 6556 members 
Mstep: Class 12 contains 17874 members 
Mstep: Class 13 contains 33695 members 
Mstep: Class 14 contains 2174 members 
Mstep: Class 15 contains 4254 members 
Mstep: Class 16 contains 1951 members 
Mstep: Class 17 contains 2700 members 
Mstep: Class 18 contains 192315 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19891 members 
Mstep: Class 21 contains 63565 members 
Mstep: Class 23 contains 64567 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759096.000000 Penalty: 77926.218750
Iteration 344Q: 24 clusters Score -1.047591e+08 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 26315 members 
Mstep: Class 3 contains 45186 members 
Mstep: Class 4 contains 222774 members 
Mstep: Class 5 contains 13584 members 
Mstep: Class 6 contains 6614 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60491 members 
Mstep: Class 9 contains 42246 members 
Mstep: Class 10 contains 22064 members 
Mstep: Class 11 contains 6550 members 
Mstep: Class 12 contains 17869 members 
Mstep: Class 13 contains 33690 members 
Mstep: Class 14 contains 2171 members 
Mstep: Class 15 contains 4255 members 
Mstep: Class 16 contains 1952 members 
Mstep: Class 17 contains 2700 members 
Mstep: Class 18 contains 192286 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19893 members 
Mstep: Class 21 contains 63525 members 
Mstep: Class 23 contains 64762 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759144.000000 Penalty: 77926.218750
Iteration 345Q: 24 clusters Score -1.047591e+08 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 26317 members 
Mstep: Class 3 contains 45200 members 
Mstep: Class 4 contains 222632 members 
Mstep: Class 5 contains 13581 members 
Mstep: Class 6 contains 6614 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60502 members 
Mstep: Class 9 contains 42252 members 
Mstep: Class 10 contains 22067 members 
Mstep: Class 11 contains 6547 members 
Mstep: Class 12 contains 17870 members 
Mstep: Class 13 contains 33685 members 
Mstep: Class 14 contains 2175 members 
Mstep: Class 15 contains 4248 members 
Mstep: Class 16 contains 1953 members 
Mstep: Class 17 contains 2700 members 
Mstep: Class 18 contains 192251 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19894 members 
Mstep: Class 21 contains 63491 members 
Mstep: Class 23 contains 64948 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759328.000000 Penalty: 77926.218750
Iteration 346Q: 24 clusters Score -1.047593e+08 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 26314 members 
Mstep: Class 3 contains 45205 members 
Mstep: Class 4 contains 222525 members 
Mstep: Class 5 contains 13581 members 
Mstep: Class 6 contains 6614 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60509 members 
Mstep: Class 9 contains 42255 members 
Mstep: Class 10 contains 22067 members 
Mstep: Class 11 contains 6543 members 
Mstep: Class 12 contains 17875 members 
Mstep: Class 13 contains 33675 members 
Mstep: Class 14 contains 2173 members 
Mstep: Class 15 contains 4246 members 
Mstep: Class 16 contains 1954 members 
Mstep: Class 17 contains 2700 members 
Mstep: Class 18 contains 192223 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19892 members 
Mstep: Class 21 contains 63446 members 
Mstep: Class 23 contains 65130 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759328.000000 Penalty: 77926.218750
Iteration 347Q: 24 clusters Score -1.047593e+08 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 26318 members 
Mstep: Class 3 contains 45208 members 
Mstep: Class 4 contains 222436 members 
Mstep: Class 5 contains 13583 members 
Mstep: Class 6 contains 6614 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60520 members 
Mstep: Class 9 contains 42254 members 
Mstep: Class 10 contains 22070 members 
Mstep: Class 11 contains 6538 members 
Mstep: Class 12 contains 17874 members 
Mstep: Class 13 contains 33673 members 
Mstep: Class 14 contains 2173 members 
Mstep: Class 15 contains 4247 members 
Mstep: Class 16 contains 1954 members 
Mstep: Class 17 contains 2700 members 
Mstep: Class 18 contains 192191 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19892 members 
Mstep: Class 21 contains 63412 members 
Mstep: Class 23 contains 65270 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759368.000000 Penalty: 77926.218750
Iteration 348Q: 24 clusters Score -1.047594e+08 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 26320 members 
Mstep: Class 3 contains 45219 members 
Mstep: Class 4 contains 222332 members 
Mstep: Class 5 contains 13586 members 
Mstep: Class 6 contains 6614 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60528 members 
Mstep: Class 9 contains 42251 members 
Mstep: Class 10 contains 22064 members 
Mstep: Class 11 contains 6535 members 
Mstep: Class 12 contains 17878 members 
Mstep: Class 13 contains 33666 members 
Mstep: Class 14 contains 2173 members 
Mstep: Class 15 contains 4247 members 
Mstep: Class 16 contains 1954 members 
Mstep: Class 17 contains 2701 members 
Mstep: Class 18 contains 192199 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19895 members 
Mstep: Class 21 contains 63360 members 
Mstep: Class 23 contains 65405 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759416.000000 Penalty: 77926.218750
Iteration 349Q: 24 clusters Score -1.047594e+08 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 26320 members 
Mstep: Class 3 contains 45228 members 
Mstep: Class 4 contains 222260 members 
Mstep: Class 5 contains 13585 members 
Mstep: Class 6 contains 6614 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60541 members 
Mstep: Class 9 contains 42250 members 
Mstep: Class 10 contains 22063 members 
Mstep: Class 11 contains 6533 members 
Mstep: Class 12 contains 17883 members 
Mstep: Class 13 contains 33663 members 
Mstep: Class 14 contains 2174 members 
Mstep: Class 15 contains 4247 members 
Mstep: Class 16 contains 1953 members 
Mstep: Class 17 contains 2701 members 
Mstep: Class 18 contains 192168 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19893 members 
Mstep: Class 21 contains 63313 members 
Mstep: Class 23 contains 65538 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759360.000000 Penalty: 77926.218750
Iteration 350Q: 24 clusters Score -1.047594e+08 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 26321 members 
Mstep: Class 3 contains 45237 members 
Mstep: Class 4 contains 222174 members 
Mstep: Class 5 contains 13587 members 
Mstep: Class 6 contains 6615 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60548 members 
Mstep: Class 9 contains 42256 members 
Mstep: Class 10 contains 22065 members 
Mstep: Class 11 contains 6533 members 
Mstep: Class 12 contains 17888 members 
Mstep: Class 13 contains 33660 members 
Mstep: Class 14 contains 2172 members 
Mstep: Class 15 contains 4244 members 
Mstep: Class 16 contains 1954 members 
Mstep: Class 17 contains 2701 members 
Mstep: Class 18 contains 192146 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19892 members 
Mstep: Class 21 contains 63260 members 
Mstep: Class 23 contains 65673 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759512.000000 Penalty: 77926.218750
Iteration 351Q: 24 clusters Score -1.047595e+08 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 26321 members 
Mstep: Class 3 contains 45244 members 
Mstep: Class 4 contains 222094 members 
Mstep: Class 5 contains 13587 members 
Mstep: Class 6 contains 6616 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60563 members 
Mstep: Class 9 contains 42264 members 
Mstep: Class 10 contains 22067 members 
Mstep: Class 11 contains 6532 members 
Mstep: Class 12 contains 17892 members 
Mstep: Class 13 contains 33652 members 
Mstep: Class 14 contains 2170 members 
Mstep: Class 15 contains 4243 members 
Mstep: Class 16 contains 1954 members 
Mstep: Class 17 contains 2701 members 
Mstep: Class 18 contains 192129 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19888 members 
Mstep: Class 21 contains 63210 members 
Mstep: Class 23 contains 65799 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759320.000000 Penalty: 77926.218750
Iteration 352Q: 24 clusters Score -1.047593e+08 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 26325 members 
Mstep: Class 3 contains 45253 members 
Mstep: Class 4 contains 222018 members 
Mstep: Class 5 contains 13587 members 
Mstep: Class 6 contains 6616 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60574 members 
Mstep: Class 9 contains 42273 members 
Mstep: Class 10 contains 22070 members 
Mstep: Class 11 contains 6532 members 
Mstep: Class 12 contains 17898 members 
Mstep: Class 13 contains 33654 members 
Mstep: Class 14 contains 2169 members 
Mstep: Class 15 contains 4244 members 
Mstep: Class 16 contains 1954 members 
Mstep: Class 17 contains 2701 members 
Mstep: Class 18 contains 192106 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19886 members 
Mstep: Class 21 contains 63168 members 
Mstep: Class 23 contains 65898 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759288.000000 Penalty: 77926.218750
Iteration 353Q: 24 clusters Score -1.047593e+08 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 26330 members 
Mstep: Class 3 contains 45262 members 
Mstep: Class 4 contains 221955 members 
Mstep: Class 5 contains 13588 members 
Mstep: Class 6 contains 6615 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60572 members 
Mstep: Class 9 contains 42276 members 
Mstep: Class 10 contains 22075 members 
Mstep: Class 11 contains 6529 members 
Mstep: Class 12 contains 17901 members 
Mstep: Class 13 contains 33652 members 
Mstep: Class 14 contains 2168 members 
Mstep: Class 15 contains 4243 members 
Mstep: Class 16 contains 1954 members 
Mstep: Class 17 contains 2701 members 
Mstep: Class 18 contains 192085 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19884 members 
Mstep: Class 21 contains 63131 members 
Mstep: Class 23 contains 66005 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759192.000000 Penalty: 77926.218750
Iteration 354Q: 24 clusters Score -1.047592e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 26332 members 
Mstep: Class 3 contains 45261 members 
Mstep: Class 4 contains 221895 members 
Mstep: Class 5 contains 13587 members 
Mstep: Class 6 contains 6615 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60570 members 
Mstep: Class 9 contains 42282 members 
Mstep: Class 10 contains 22075 members 
Mstep: Class 11 contains 6526 members 
Mstep: Class 12 contains 17906 members 
Mstep: Class 13 contains 33647 members 
Mstep: Class 14 contains 2170 members 
Mstep: Class 15 contains 4242 members 
Mstep: Class 16 contains 1955 members 
Mstep: Class 17 contains 2701 members 
Mstep: Class 18 contains 192070 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19884 members 
Mstep: Class 21 contains 63098 members 
Mstep: Class 23 contains 66110 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759072.000000 Penalty: 77926.218750
Iteration 355Q: 24 clusters Score -1.047591e+08 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 26338 members 
Mstep: Class 3 contains 45267 members 
Mstep: Class 4 contains 221818 members 
Mstep: Class 5 contains 13587 members 
Mstep: Class 6 contains 6614 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60563 members 
Mstep: Class 9 contains 42289 members 
Mstep: Class 10 contains 22076 members 
Mstep: Class 11 contains 6524 members 
Mstep: Class 12 contains 17908 members 
Mstep: Class 13 contains 33641 members 
Mstep: Class 14 contains 2169 members 
Mstep: Class 15 contains 4243 members 
Mstep: Class 16 contains 1956 members 
Mstep: Class 17 contains 2701 members 
Mstep: Class 18 contains 192052 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19885 members 
Mstep: Class 21 contains 63069 members 
Mstep: Class 23 contains 66226 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758992.000000 Penalty: 77926.218750
Iteration 356Q: 24 clusters Score -1.04759e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 26344 members 
Mstep: Class 3 contains 45276 members 
Mstep: Class 4 contains 221768 members 
Mstep: Class 5 contains 13589 members 
Mstep: Class 6 contains 6615 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60566 members 
Mstep: Class 9 contains 42293 members 
Mstep: Class 10 contains 22075 members 
Mstep: Class 11 contains 6522 members 
Mstep: Class 12 contains 17910 members 
Mstep: Class 13 contains 33628 members 
Mstep: Class 14 contains 2169 members 
Mstep: Class 15 contains 4241 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 17 contains 2701 members 
Mstep: Class 18 contains 192014 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19888 members 
Mstep: Class 21 contains 63036 members 
Mstep: Class 23 contains 66334 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758896.000000 Penalty: 77926.218750
Iteration 357Q: 24 clusters Score -1.047589e+08 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 26352 members 
Mstep: Class 3 contains 45283 members 
Mstep: Class 4 contains 221680 members 
Mstep: Class 5 contains 13593 members 
Mstep: Class 6 contains 6615 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60567 members 
Mstep: Class 9 contains 42304 members 
Mstep: Class 10 contains 22076 members 
Mstep: Class 11 contains 6518 members 
Mstep: Class 12 contains 17902 members 
Mstep: Class 13 contains 33629 members 
Mstep: Class 14 contains 2168 members 
Mstep: Class 15 contains 4237 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 17 contains 2701 members 
Mstep: Class 18 contains 192001 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19890 members 
Mstep: Class 21 contains 63015 members 
Mstep: Class 23 contains 66438 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758936.000000 Penalty: 77926.218750
Iteration 358Q: 24 clusters Score -1.047589e+08 nChanged 481
Entering ConstructFrom: 
Score: -104758936.000000 Penalty: 77926.218750
Entering ConstructFrom: 
Trying to split cluster 1 (5459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Entering Unmasked Estep 
Score: -690477.312500 Penalty: 2134.045166
	Iteration 0F: 2 clusters Score -690477.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -685655.125000 Penalty: 4268.090332
	Iteration 0F: 3 clusters Score -685655.1 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -686816.437500 Penalty: 4268.090332
	Iteration 1F: 3 clusters Score -686816.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -687017.187500 Penalty: 4268.090332
	Iteration 2F: 3 clusters Score -687017.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -687140.812500 Penalty: 4268.090332
	Iteration 3Q: 3 clusters Score -687140.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -687242.250000 Penalty: 4268.090332
	Iteration 4Q: 3 clusters Score -687242.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -687337.437500 Penalty: 4268.090332
	Iteration 5Q: 3 clusters Score -687337.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -687438.562500 Penalty: 4268.090332
	Iteration 6Q: 3 clusters Score -687438.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -687533.250000 Penalty: 4268.090332
	Iteration 7Q: 3 clusters Score -687533.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -687626.312500 Penalty: 4268.090332
	Iteration 8Q: 3 clusters Score -687626.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -687711.812500 Penalty: 4268.090332
	Iteration 9Q: 3 clusters Score -687711.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -687785.437500 Penalty: 4268.090332
	Iteration 10Q: 3 clusters Score -687785.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -687847.875000 Penalty: 4268.090332
	Iteration 11Q: 3 clusters Score -687847.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -687899.062500 Penalty: 4268.090332
	Iteration 12Q: 3 clusters Score -687899.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -687948.562500 Penalty: 4268.090332
	Iteration 13Q: 3 clusters Score -687948.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -688002.375000 Penalty: 4268.090332
	Iteration 14Q: 3 clusters Score -688002.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -688059.187500 Penalty: 4268.090332
	Iteration 15Q: 3 clusters Score -688059.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -688114.500000 Penalty: 4268.090332
	Iteration 16Q: 3 clusters Score -688114.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -688169.625000 Penalty: 4268.090332
	Iteration 17Q: 3 clusters Score -688169.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -688216.000000 Penalty: 4268.090332
	Iteration 18Q: 3 clusters Score -688216 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -688258.562500 Penalty: 4268.090332
	Iteration 19Q: 3 clusters Score -688258.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -688295.437500 Penalty: 4268.090332
	Iteration 20F: 3 clusters Score -688295.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -688327.875000 Penalty: 4268.090332
	Iteration 21Q: 3 clusters Score -688327.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -688354.062500 Penalty: 4268.090332
	Iteration 22Q: 3 clusters Score -688354.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -688385.437500 Penalty: 4268.090332
	Iteration 23Q: 3 clusters Score -688385.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -688404.250000 Penalty: 4268.090332
	Iteration 24Q: 3 clusters Score -688404.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -688422.625000 Penalty: 4268.090332
	Iteration 25Q: 3 clusters Score -688422.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -688436.062500 Penalty: 4268.090332
	Iteration 26Q: 3 clusters Score -688436.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -688448.250000 Penalty: 4268.090332
	Iteration 27Q: 3 clusters Score -688448.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -688461.625000 Penalty: 4268.090332
	Iteration 28Q: 3 clusters Score -688461.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -688466.312500 Penalty: 4268.090332
	Iteration 29Q: 3 clusters Score -688466.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -688469.500000 Penalty: 4268.090332
	Iteration 30Q: 3 clusters Score -688469.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -688475.500000 Penalty: 4268.090332
	Iteration 31Q: 3 clusters Score -688475.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -688478.937500 Penalty: 4268.090332
	Iteration 32Q: 3 clusters Score -688478.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -688482.125000 Penalty: 4268.090332
	Iteration 33Q: 3 clusters Score -688482.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -688489.125000 Penalty: 4268.090332
	Iteration 34Q: 3 clusters Score -688489.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -688494.000000 Penalty: 4268.090332
	Iteration 35Q: 3 clusters Score -688494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -688496.250000 Penalty: 4268.090332
	Iteration 36Q: 3 clusters Score -688496.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -688498.312500 Penalty: 4268.090332
	Iteration 37Q: 3 clusters Score -688498.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -688499.875000 Penalty: 4268.090332
	Iteration 38Q: 3 clusters Score -688499.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -688499.812500 Penalty: 4268.090332
	Iteration 39Q: 3 clusters Score -688499.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -688502.062500 Penalty: 4268.090332
	Iteration 40F: 3 clusters Score -688502.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -688502.625000 Penalty: 4268.090332
	Iteration 41Q: 3 clusters Score -688502.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -688502.250000 Penalty: 4268.090332
	Iteration 42Q: 3 clusters Score -688502.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -688503.500000 Penalty: 4268.090332
	Iteration 43Q: 3 clusters Score -688503.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -688505.000000 Penalty: 4268.090332
	Iteration 44Q: 3 clusters Score -688505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -688507.500000 Penalty: 4268.090332
	Iteration 45Q: 3 clusters Score -688507.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -688511.250000 Penalty: 4268.090332
	Iteration 46Q: 3 clusters Score -688511.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -688516.000000 Penalty: 4268.090332
	Iteration 47Q: 3 clusters Score -688516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -688518.562500 Penalty: 4268.090332
	Iteration 48Q: 3 clusters Score -688518.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -688521.500000 Penalty: 4268.090332
	Iteration 49Q: 3 clusters Score -688521.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -688525.562500 Penalty: 4268.090332
	Iteration 50Q: 3 clusters Score -688525.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -688529.937500 Penalty: 4268.090332
	Iteration 51Q: 3 clusters Score -688529.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -688536.437500 Penalty: 4268.090332
	Iteration 52Q: 3 clusters Score -688536.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -688539.000000 Penalty: 4268.090332
	Iteration 53Q: 3 clusters Score -688539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -688543.875000 Penalty: 4268.090332
	Iteration 54Q: 3 clusters Score -688543.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -688547.687500 Penalty: 4268.090332
	Iteration 55Q: 3 clusters Score -688547.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -688549.375000 Penalty: 4268.090332
	Iteration 56Q: 3 clusters Score -688549.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -688552.312500 Penalty: 4268.090332
	Iteration 57Q: 3 clusters Score -688552.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -688552.312500 Penalty: 4268.090332
	Iteration 58F: 3 clusters Score -688552.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26359 members 
Entering Unmasked Estep 
Score: -3323945.250000 Penalty: 2524.532227
	Iteration 0F: 2 clusters Score -3323945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -3305814.500000 Penalty: 5049.064453
	Iteration 0F: 3 clusters Score -3305814 nChanged 11773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -3312161.500000 Penalty: 5049.064453
	Iteration 1F: 3 clusters Score -3312162 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -3312571.500000 Penalty: 5049.064453
	Iteration 2Q: 3 clusters Score -3312572 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -3312939.750000 Penalty: 5049.064453
	Iteration 3Q: 3 clusters Score -3312940 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -3313243.250000 Penalty: 5049.064453
	Iteration 4Q: 3 clusters Score -3313243 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -3313541.750000 Penalty: 5049.064453
	Iteration 5Q: 3 clusters Score -3313542 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -3313862.000000 Penalty: 5049.064453
	Iteration 6Q: 3 clusters Score -3313862 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -3314295.750000 Penalty: 5049.064453
	Iteration 7Q: 3 clusters Score -3314296 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -3314889.750000 Penalty: 5049.064453
	Iteration 8Q: 3 clusters Score -3314890 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -3315683.500000 Penalty: 5049.064453
	Iteration 9Q: 3 clusters Score -3315684 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -3316753.500000 Penalty: 5049.064453
	Iteration 10F: 3 clusters Score -3316754 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -3317973.250000 Penalty: 5049.064453
	Iteration 11F: 3 clusters Score -3317973 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -3319125.000000 Penalty: 5049.064453
	Iteration 12Q: 3 clusters Score -3319125 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -3319980.250000 Penalty: 5049.064453
	Iteration 13Q: 3 clusters Score -3319980 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -3320531.500000 Penalty: 5049.064453
	Iteration 14Q: 3 clusters Score -3320532 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -3320873.000000 Penalty: 5049.064453
	Iteration 15Q: 3 clusters Score -3320873 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -3321084.500000 Penalty: 5049.064453
	Iteration 16Q: 3 clusters Score -3321084 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -3321220.000000 Penalty: 5049.064453
	Iteration 17Q: 3 clusters Score -3321220 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -3321337.500000 Penalty: 5049.064453
	Iteration 18Q: 3 clusters Score -3321338 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 24180 members 
Entering Unmasked Estep 
Score: -3321422.000000 Penalty: 5049.064453
	Iteration 19Q: 3 clusters Score -3321422 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -3321492.500000 Penalty: 5049.064453
	Iteration 20F: 3 clusters Score -3321492 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 24440 members 
Entering Unmasked Estep 
Score: -3321547.000000 Penalty: 5049.064453
	Iteration 21Q: 3 clusters Score -3321547 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 24550 members 
Entering Unmasked Estep 
Score: -3321600.750000 Penalty: 5049.064453
	Iteration 22Q: 3 clusters Score -3321601 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -3321636.250000 Penalty: 5049.064453
	Iteration 23Q: 3 clusters Score -3321636 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 24728 members 
Entering Unmasked Estep 
Score: -3321674.500000 Penalty: 5049.064453
	Iteration 24Q: 3 clusters Score -3321674 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -3321708.250000 Penalty: 5049.064453
	Iteration 25Q: 3 clusters Score -3321708 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -3321731.250000 Penalty: 5049.064453
	Iteration 26Q: 3 clusters Score -3321731 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 24892 members 
Entering Unmasked Estep 
Score: -3321736.500000 Penalty: 5049.064453
	Iteration 27Q: 3 clusters Score -3321736 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -3321754.000000 Penalty: 5049.064453
	Iteration 28Q: 3 clusters Score -3321754 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -3321768.750000 Penalty: 5049.064453
	Iteration 29Q: 3 clusters Score -3321769 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -3321768.750000 Penalty: 5049.064453
	Iteration 30Q: 3 clusters Score -3321769 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -3321778.500000 Penalty: 5049.064453
	Iteration 31Q: 3 clusters Score -3321778 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 25042 members 
Entering Unmasked Estep 
Score: -3321787.500000 Penalty: 5049.064453
	Iteration 32Q: 3 clusters Score -3321788 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -3321803.500000 Penalty: 5049.064453
	Iteration 33Q: 3 clusters Score -3321804 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -3321799.500000 Penalty: 5049.064453
	Iteration 34Q: 3 clusters Score -3321800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -3321819.750000 Penalty: 5049.064453
	Iteration 35Q: 3 clusters Score -3321820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -3321824.000000 Penalty: 5049.064453
	Iteration 36Q: 3 clusters Score -3321824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -3321826.000000 Penalty: 5049.064453
	Iteration 37Q: 3 clusters Score -3321826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -3321830.750000 Penalty: 5049.064453
	Iteration 38Q: 3 clusters Score -3321831 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -3321829.000000 Penalty: 5049.064453
	Iteration 39Q: 3 clusters Score -3321829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 25134 members 
Entering Unmasked Estep 
Score: -3321826.000000 Penalty: 5049.064453
	Iteration 40F: 3 clusters Score -3321826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 25141 members 
Entering Unmasked Estep 
Score: -3321826.500000 Penalty: 5049.064453
	Iteration 41Q: 3 clusters Score -3321826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 25146 members 
Entering Unmasked Estep 
Score: -3321824.750000 Penalty: 5049.064453
	Iteration 42Q: 3 clusters Score -3321825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 25151 members 
Entering Unmasked Estep 
Score: -3321832.250000 Penalty: 5049.064453
	Iteration 43Q: 3 clusters Score -3321832 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -3321833.250000 Penalty: 5049.064453
	Iteration 44Q: 3 clusters Score -3321833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 25168 members 
Entering Unmasked Estep 
Score: -3321833.000000 Penalty: 5049.064453
	Iteration 45Q: 3 clusters Score -3321833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -3321836.000000 Penalty: 5049.064453
	Iteration 46Q: 3 clusters Score -3321836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -3321838.750000 Penalty: 5049.064453
	Iteration 47Q: 3 clusters Score -3321839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -3321839.750000 Penalty: 5049.064453
	Iteration 48Q: 3 clusters Score -3321840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -3321838.500000 Penalty: 5049.064453
	Iteration 49Q: 3 clusters Score -3321838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -3321840.000000 Penalty: 5049.064453
	Iteration 50Q: 3 clusters Score -3321840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -3321841.750000 Penalty: 5049.064453
	Iteration 51Q: 3 clusters Score -3321842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 25193 members 
Entering Unmasked Estep 
Score: -3321841.750000 Penalty: 5049.064453
	Iteration 52Q: 3 clusters Score -3321842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -3321840.500000 Penalty: 5049.064453
	Iteration 53Q: 3 clusters Score -3321840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -3321842.500000 Penalty: 5049.064453
	Iteration 54Q: 3 clusters Score -3321842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -3321842.750000 Penalty: 5049.064453
	Iteration 55Q: 3 clusters Score -3321843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 25197 members 
Entering Unmasked Estep 
Score: -3321843.750000 Penalty: 5049.064453
	Iteration 56Q: 3 clusters Score -3321844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 25200 members 
Entering Unmasked Estep 
Score: -3321844.500000 Penalty: 5049.064453
	Iteration 57Q: 3 clusters Score -3321844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 25203 members 
Entering Unmasked Estep 
Score: -3321843.500000 Penalty: 5049.064453
	Iteration 58Q: 3 clusters Score -3321844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -3321842.500000 Penalty: 5049.064453
	Iteration 59Q: 3 clusters Score -3321842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -3321842.500000 Penalty: 5049.064453
	Iteration 60F: 3 clusters Score -3321842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (45288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45288 members 
Entering Unmasked Estep 
Score: -5712981.000000 Penalty: 2658.757812
	Iteration 0F: 2 clusters Score -5712981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -5682174.000000 Penalty: 5317.515625
	Iteration 0F: 3 clusters Score -5682174 nChanged 20920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 23441 members 
Entering Unmasked Estep 
Score: -5693723.000000 Penalty: 5317.515625
	Iteration 1F: 3 clusters Score -5693723 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -5694245.500000 Penalty: 5317.515625
	Iteration 2Q: 3 clusters Score -5694246 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -5694798.000000 Penalty: 5317.515625
	Iteration 3Q: 3 clusters Score -5694798 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -5695418.500000 Penalty: 5317.515625
	Iteration 4Q: 3 clusters Score -5695418 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -5696249.500000 Penalty: 5317.515625
	Iteration 5Q: 3 clusters Score -5696250 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 28952 members 
Entering Unmasked Estep 
Score: -5697460.000000 Penalty: 5317.515625
	Iteration 6F: 3 clusters Score -5697460 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 31457 members 
Entering Unmasked Estep 
Score: -5699238.500000 Penalty: 5317.515625
	Iteration 7F: 3 clusters Score -5699238 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 34350 members 
Entering Unmasked Estep 
Score: -5701638.500000 Penalty: 5317.515625
	Iteration 8F: 3 clusters Score -5701638 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 37320 members 
Entering Unmasked Estep 
Score: -5704356.500000 Penalty: 5317.515625
	Iteration 9F: 3 clusters Score -5704356 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 39866 members 
Entering Unmasked Estep 
Score: -5706723.500000 Penalty: 5317.515625
	Iteration 10F: 3 clusters Score -5706724 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -5708267.000000 Penalty: 5317.515625
	Iteration 11Q: 3 clusters Score -5708267 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 42722 members 
Entering Unmasked Estep 
Score: -5709185.500000 Penalty: 5317.515625
	Iteration 12Q: 3 clusters Score -5709186 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 43412 members 
Entering Unmasked Estep 
Score: -5709706.000000 Penalty: 5317.515625
	Iteration 13Q: 3 clusters Score -5709706 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
Score: -5710026.000000 Penalty: 5317.515625
	Iteration 14Q: 3 clusters Score -5710026 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 44150 members 
Entering Unmasked Estep 
Score: -5710215.500000 Penalty: 5317.515625
	Iteration 15Q: 3 clusters Score -5710216 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 44356 members 
Entering Unmasked Estep 
Score: -5710378.500000 Penalty: 5317.515625
	Iteration 16Q: 3 clusters Score -5710378 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 44482 members 
Entering Unmasked Estep 
Score: -5710495.500000 Penalty: 5317.515625
	Iteration 17Q: 3 clusters Score -5710496 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 44571 members 
Entering Unmasked Estep 
Score: -5710577.000000 Penalty: 5317.515625
	Iteration 18Q: 3 clusters Score -5710577 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 44633 members 
Entering Unmasked Estep 
Score: -5710634.500000 Penalty: 5317.515625
	Iteration 19Q: 3 clusters Score -5710634 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 44669 members 
Entering Unmasked Estep 
Score: -5710657.500000 Penalty: 5317.515625
	Iteration 20F: 3 clusters Score -5710658 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 44689 members 
Entering Unmasked Estep 
Score: -5710684.500000 Penalty: 5317.515625
	Iteration 21Q: 3 clusters Score -5710684 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 44708 members 
Entering Unmasked Estep 
Score: -5710699.500000 Penalty: 5317.515625
	Iteration 22Q: 3 clusters Score -5710700 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 44721 members 
Entering Unmasked Estep 
Score: -5710700.500000 Penalty: 5317.515625
	Iteration 23Q: 3 clusters Score -5710700 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 44735 members 
Entering Unmasked Estep 
Score: -5710720.000000 Penalty: 5317.515625
	Iteration 24Q: 3 clusters Score -5710720 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 44747 members 
Entering Unmasked Estep 
Score: -5710722.500000 Penalty: 5317.515625
	Iteration 25Q: 3 clusters Score -5710722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 44755 members 
Entering Unmasked Estep 
Score: -5710724.500000 Penalty: 5317.515625
	Iteration 26Q: 3 clusters Score -5710724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 44761 members 
Entering Unmasked Estep 
Score: -5710731.000000 Penalty: 5317.515625
	Iteration 27Q: 3 clusters Score -5710731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 44765 members 
Entering Unmasked Estep 
Score: -5710739.500000 Penalty: 5317.515625
	Iteration 28Q: 3 clusters Score -5710740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 44768 members 
Entering Unmasked Estep 
Score: -5710746.000000 Penalty: 5317.515625
	Iteration 29Q: 3 clusters Score -5710746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 44775 members 
Entering Unmasked Estep 
Score: -5710744.500000 Penalty: 5317.515625
	Iteration 30Q: 3 clusters Score -5710744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 44779 members 
Entering Unmasked Estep 
Score: -5710755.000000 Penalty: 5317.515625
	Iteration 31Q: 3 clusters Score -5710755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 44784 members 
Entering Unmasked Estep 
Score: -5710764.000000 Penalty: 5317.515625
	Iteration 32Q: 3 clusters Score -5710764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 44787 members 
Entering Unmasked Estep 
Score: -5710766.000000 Penalty: 5317.515625
	Iteration 33Q: 3 clusters Score -5710766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 44788 members 
Entering Unmasked Estep 
Score: -5710768.000000 Penalty: 5317.515625
	Iteration 34Q: 3 clusters Score -5710768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -5710766.000000 Penalty: 5317.515625
	Iteration 35Q: 3 clusters Score -5710766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 44790 members 
Entering Unmasked Estep 
Score: -5710766.000000 Penalty: 5317.515625
	Iteration 36F: 3 clusters Score -5710766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (221593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221593 members 
Entering Unmasked Estep 
Score: -27526454.000000 Penalty: 3052.532227
	Iteration 0F: 2 clusters Score -2.752645e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110866 members 
Mstep: Class 2 contains 110727 members 
Entering Unmasked Estep 
Score: -27384450.000000 Penalty: 6105.064453
	Iteration 0F: 3 clusters Score -2.738445e+07 nChanged 106538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114612 members 
Mstep: Class 2 contains 106981 members 
Entering Unmasked Estep 
Score: -27446032.000000 Penalty: 6105.064453
	Iteration 1F: 3 clusters Score -2.744603e+07 nChanged 6098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117024 members 
Mstep: Class 2 contains 104569 members 
Entering Unmasked Estep 
Score: -27447230.000000 Penalty: 6105.064453
	Iteration 2Q: 3 clusters Score -2.744723e+07 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120995 members 
Mstep: Class 2 contains 100598 members 
Entering Unmasked Estep 
Score: -27448666.000000 Penalty: 6105.064453
	Iteration 3Q: 3 clusters Score -2.744867e+07 nChanged 8112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127067 members 
Mstep: Class 2 contains 94526 members 
Entering Unmasked Estep 
Score: -27451536.000000 Penalty: 6105.064453
	Iteration 4Q: 3 clusters Score -2.745154e+07 nChanged 10580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136121 members 
Mstep: Class 2 contains 85472 members 
Entering Unmasked Estep 
Score: -27456570.000000 Penalty: 6105.064453
	Iteration 5Q: 3 clusters Score -2.745657e+07 nChanged 14345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149020 members 
Mstep: Class 2 contains 72573 members 
Entering Unmasked Estep 
Score: -27465978.000000 Penalty: 6105.064453
	Iteration 6F: 3 clusters Score -2.746598e+07 nChanged 18023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165661 members 
Mstep: Class 2 contains 55932 members 
Entering Unmasked Estep 
Score: -27480922.000000 Penalty: 6105.064453
	Iteration 7F: 3 clusters Score -2.748092e+07 nChanged 19175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183930 members 
Mstep: Class 2 contains 37663 members 
Entering Unmasked Estep 
Score: -27498624.000000 Penalty: 6105.064453
	Iteration 8F: 3 clusters Score -2.749862e+07 nChanged 15690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199178 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -27512948.000000 Penalty: 6105.064453
	Iteration 9F: 3 clusters Score -2.751295e+07 nChanged 9590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208630 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -27520178.000000 Penalty: 6105.064453
	Iteration 10Q: 3 clusters Score -2.752018e+07 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213860 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -27523210.000000 Penalty: 6105.064453
	Iteration 11Q: 3 clusters Score -2.752321e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216607 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -27524118.000000 Penalty: 6105.064453
	Iteration 12Q: 3 clusters Score -2.752412e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218167 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -27524492.000000 Penalty: 6105.064453
	Iteration 13Q: 3 clusters Score -2.752449e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219076 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -27524628.000000 Penalty: 6105.064453
	Iteration 14Q: 3 clusters Score -2.752463e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219599 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -27524726.000000 Penalty: 6105.064453
	Iteration 15Q: 3 clusters Score -2.752473e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219917 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -27524800.000000 Penalty: 6105.064453
	Iteration 16Q: 3 clusters Score -2.75248e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220146 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -27524854.000000 Penalty: 6105.064453
	Iteration 17Q: 3 clusters Score -2.752485e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220276 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -27524832.000000 Penalty: 6105.064453
	Iteration 18Q: 3 clusters Score -2.752483e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220361 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -27524840.000000 Penalty: 6105.064453
	Iteration 19Q: 3 clusters Score -2.752484e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220421 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -27524828.000000 Penalty: 6105.064453
	Iteration 20F: 3 clusters Score -2.752483e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220471 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -27524842.000000 Penalty: 6105.064453
	Iteration 21Q: 3 clusters Score -2.752484e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220513 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -27524848.000000 Penalty: 6105.064453
	Iteration 22Q: 3 clusters Score -2.752485e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220544 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -27524856.000000 Penalty: 6105.064453
	Iteration 23Q: 3 clusters Score -2.752486e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220561 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -27524858.000000 Penalty: 6105.064453
	Iteration 24Q: 3 clusters Score -2.752486e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220574 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -27524830.000000 Penalty: 6105.064453
	Iteration 25Q: 3 clusters Score -2.752483e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220594 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -27524830.000000 Penalty: 6105.064453
	Iteration 26Q: 3 clusters Score -2.752483e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220607 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -27524816.000000 Penalty: 6105.064453
	Iteration 27Q: 3 clusters Score -2.752482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220610 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -27524822.000000 Penalty: 6105.064453
	Iteration 28Q: 3 clusters Score -2.752482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220610 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -27524820.000000 Penalty: 6105.064453
	Iteration 29Q: 3 clusters Score -2.752482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220611 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -27524820.000000 Penalty: 6105.064453
	Iteration 30Q: 3 clusters Score -2.752482e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220612 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -27524824.000000 Penalty: 6105.064453
	Iteration 31Q: 3 clusters Score -2.752482e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220617 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -27524820.000000 Penalty: 6105.064453
	Iteration 32Q: 3 clusters Score -2.752482e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220621 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -27524804.000000 Penalty: 6105.064453
	Iteration 33Q: 3 clusters Score -2.75248e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220630 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -27524818.000000 Penalty: 6105.064453
	Iteration 34Q: 3 clusters Score -2.752482e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220636 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -27524822.000000 Penalty: 6105.064453
	Iteration 35Q: 3 clusters Score -2.752482e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220636 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -27524808.000000 Penalty: 6105.064453
	Iteration 36Q: 3 clusters Score -2.752481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220639 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -27524804.000000 Penalty: 6105.064453
	Iteration 37Q: 3 clusters Score -2.75248e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220647 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -27524806.000000 Penalty: 6105.064453
	Iteration 38Q: 3 clusters Score -2.752481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220648 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -27524816.000000 Penalty: 6105.064453
	Iteration 39Q: 3 clusters Score -2.752482e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220651 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -27524820.000000 Penalty: 6105.064453
	Iteration 40F: 3 clusters Score -2.752482e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220652 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -27524820.000000 Penalty: 6105.064453
	Iteration 41Q: 3 clusters Score -2.752482e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220653 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -27524826.000000 Penalty: 6105.064453
	Iteration 42Q: 3 clusters Score -2.752483e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220653 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -27524826.000000 Penalty: 6105.064453
	Iteration 43F: 3 clusters Score -2.752483e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Entering Unmasked Estep 
Score: -1694262.625000 Penalty: 2360.292969
	Iteration 0F: 2 clusters Score -1694263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1684376.375000 Penalty: 4720.585938
	Iteration 0F: 3 clusters Score -1684376 nChanged 5728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1687343.625000 Penalty: 4720.585938
	Iteration 1F: 3 clusters Score -1687344 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1687743.875000 Penalty: 4720.585938
	Iteration 2F: 3 clusters Score -1687744 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1688078.000000 Penalty: 4720.585938
	Iteration 3F: 3 clusters Score -1688078 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1688416.000000 Penalty: 4720.585938
	Iteration 4Q: 3 clusters Score -1688416 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -1688741.750000 Penalty: 4720.585938
	Iteration 5Q: 3 clusters Score -1688742 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1689057.000000 Penalty: 4720.585938
	Iteration 6Q: 3 clusters Score -1689057 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1689351.250000 Penalty: 4720.585938
	Iteration 7Q: 3 clusters Score -1689351 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1689686.125000 Penalty: 4720.585938
	Iteration 8Q: 3 clusters Score -1689686 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1690078.500000 Penalty: 4720.585938
	Iteration 9Q: 3 clusters Score -1690078 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1690507.625000 Penalty: 4720.585938
	Iteration 10Q: 3 clusters Score -1690508 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1691007.250000 Penalty: 4720.585938
	Iteration 11Q: 3 clusters Score -1691007 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1691439.500000 Penalty: 4720.585938
	Iteration 12Q: 3 clusters Score -1691440 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1691775.000000 Penalty: 4720.585938
	Iteration 13Q: 3 clusters Score -1691775 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1692020.250000 Penalty: 4720.585938
	Iteration 14Q: 3 clusters Score -1692020 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -1692233.875000 Penalty: 4720.585938
	Iteration 15Q: 3 clusters Score -1692234 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1692375.750000 Penalty: 4720.585938
	Iteration 16Q: 3 clusters Score -1692376 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1692461.750000 Penalty: 4720.585938
	Iteration 17Q: 3 clusters Score -1692462 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1692522.125000 Penalty: 4720.585938
	Iteration 18Q: 3 clusters Score -1692522 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1692569.125000 Penalty: 4720.585938
	Iteration 19Q: 3 clusters Score -1692569 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1692597.875000 Penalty: 4720.585938
	Iteration 20F: 3 clusters Score -1692598 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1692612.500000 Penalty: 4720.585938
	Iteration 21Q: 3 clusters Score -1692612 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1692621.875000 Penalty: 4720.585938
	Iteration 22Q: 3 clusters Score -1692622 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1692624.750000 Penalty: 4720.585938
	Iteration 23Q: 3 clusters Score -1692625 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1692639.000000 Penalty: 4720.585938
	Iteration 24Q: 3 clusters Score -1692639 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -1692645.125000 Penalty: 4720.585938
	Iteration 25Q: 3 clusters Score -1692645 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1692650.500000 Penalty: 4720.585938
	Iteration 26Q: 3 clusters Score -1692650 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1692652.875000 Penalty: 4720.585938
	Iteration 27Q: 3 clusters Score -1692653 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1692657.625000 Penalty: 4720.585938
	Iteration 28Q: 3 clusters Score -1692658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1692657.875000 Penalty: 4720.585938
	Iteration 29Q: 3 clusters Score -1692658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1692663.500000 Penalty: 4720.585938
	Iteration 30Q: 3 clusters Score -1692664 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -1692666.250000 Penalty: 4720.585938
	Iteration 31Q: 3 clusters Score -1692666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1692664.250000 Penalty: 4720.585938
	Iteration 32Q: 3 clusters Score -1692664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1692666.625000 Penalty: 4720.585938
	Iteration 33Q: 3 clusters Score -1692667 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1692671.000000 Penalty: 4720.585938
	Iteration 34Q: 3 clusters Score -1692671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1692666.000000 Penalty: 4720.585938
	Iteration 35Q: 3 clusters Score -1692666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1692668.500000 Penalty: 4720.585938
	Iteration 36Q: 3 clusters Score -1692668 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1692672.625000 Penalty: 4720.585938
	Iteration 37Q: 3 clusters Score -1692673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1692673.250000 Penalty: 4720.585938
	Iteration 38Q: 3 clusters Score -1692673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1692674.750000 Penalty: 4720.585938
	Iteration 39Q: 3 clusters Score -1692675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1692674.500000 Penalty: 4720.585938
	Iteration 40F: 3 clusters Score -1692674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1692675.875000 Penalty: 4720.585938
	Iteration 41Q: 3 clusters Score -1692676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1692675.625000 Penalty: 4720.585938
	Iteration 42Q: 3 clusters Score -1692676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1692674.375000 Penalty: 4720.585938
	Iteration 43Q: 3 clusters Score -1692674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1692674.750000 Penalty: 4720.585938
	Iteration 44Q: 3 clusters Score -1692675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1692677.250000 Penalty: 4720.585938
	Iteration 45Q: 3 clusters Score -1692677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -1692676.375000 Penalty: 4720.585938
	Iteration 46Q: 3 clusters Score -1692676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1692674.625000 Penalty: 4720.585938
	Iteration 47Q: 3 clusters Score -1692675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1692675.125000 Penalty: 4720.585938
	Iteration 48Q: 3 clusters Score -1692675 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1692675.125000 Penalty: 4720.585938
	Iteration 49F: 3 clusters Score -1692675 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Entering Unmasked Estep 
Score: -838166.750000 Penalty: 2181.679688
	Iteration 0F: 2 clusters Score -838166.8 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 3317 members 
Entering Unmasked Estep 
Score: -832570.375000 Penalty: 4363.359375
	Iteration 0F: 3 clusters Score -832570.4 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -833975.750000 Penalty: 4363.359375
	Iteration 1F: 3 clusters Score -833975.8 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -834225.375000 Penalty: 4363.359375
	Iteration 2F: 3 clusters Score -834225.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -834382.875000 Penalty: 4363.359375
	Iteration 3Q: 3 clusters Score -834382.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -834488.187500 Penalty: 4363.359375
	Iteration 4Q: 3 clusters Score -834488.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -834561.500000 Penalty: 4363.359375
	Iteration 5Q: 3 clusters Score -834561.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -834610.812500 Penalty: 4363.359375
	Iteration 6Q: 3 clusters Score -834610.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -834647.375000 Penalty: 4363.359375
	Iteration 7Q: 3 clusters Score -834647.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -834684.187500 Penalty: 4363.359375
	Iteration 8Q: 3 clusters Score -834684.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -834715.687500 Penalty: 4363.359375
	Iteration 9Q: 3 clusters Score -834715.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -834749.937500 Penalty: 4363.359375
	Iteration 10Q: 3 clusters Score -834749.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -834784.250000 Penalty: 4363.359375
	Iteration 11Q: 3 clusters Score -834784.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -834823.500000 Penalty: 4363.359375
	Iteration 12Q: 3 clusters Score -834823.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -834863.500000 Penalty: 4363.359375
	Iteration 13Q: 3 clusters Score -834863.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -834905.125000 Penalty: 4363.359375
	Iteration 14Q: 3 clusters Score -834905.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -834944.250000 Penalty: 4363.359375
	Iteration 15Q: 3 clusters Score -834944.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -834993.750000 Penalty: 4363.359375
	Iteration 16Q: 3 clusters Score -834993.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -835054.500000 Penalty: 4363.359375
	Iteration 17Q: 3 clusters Score -835054.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -835126.875000 Penalty: 4363.359375
	Iteration 18Q: 3 clusters Score -835126.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -835211.062500 Penalty: 4363.359375
	Iteration 19Q: 3 clusters Score -835211.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -835302.312500 Penalty: 4363.359375
	Iteration 20F: 3 clusters Score -835302.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -835399.000000 Penalty: 4363.359375
	Iteration 21Q: 3 clusters Score -835399 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -835510.187500 Penalty: 4363.359375
	Iteration 22Q: 3 clusters Score -835510.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -835621.687500 Penalty: 4363.359375
	Iteration 23Q: 3 clusters Score -835621.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -835715.562500 Penalty: 4363.359375
	Iteration 24Q: 3 clusters Score -835715.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -835808.375000 Penalty: 4363.359375
	Iteration 25Q: 3 clusters Score -835808.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -835879.250000 Penalty: 4363.359375
	Iteration 26Q: 3 clusters Score -835879.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -835930.937500 Penalty: 4363.359375
	Iteration 27Q: 3 clusters Score -835930.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -835977.437500 Penalty: 4363.359375
	Iteration 28Q: 3 clusters Score -835977.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -836019.937500 Penalty: 4363.359375
	Iteration 29Q: 3 clusters Score -836019.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -836050.562500 Penalty: 4363.359375
	Iteration 30Q: 3 clusters Score -836050.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -836072.562500 Penalty: 4363.359375
	Iteration 31Q: 3 clusters Score -836072.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -836091.000000 Penalty: 4363.359375
	Iteration 32Q: 3 clusters Score -836091 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -836104.687500 Penalty: 4363.359375
	Iteration 33Q: 3 clusters Score -836104.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -836119.625000 Penalty: 4363.359375
	Iteration 34Q: 3 clusters Score -836119.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -836136.812500 Penalty: 4363.359375
	Iteration 35Q: 3 clusters Score -836136.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -836162.125000 Penalty: 4363.359375
	Iteration 36Q: 3 clusters Score -836162.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -836183.687500 Penalty: 4363.359375
	Iteration 37Q: 3 clusters Score -836183.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -836202.812500 Penalty: 4363.359375
	Iteration 38Q: 3 clusters Score -836202.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -836218.437500 Penalty: 4363.359375
	Iteration 39Q: 3 clusters Score -836218.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -836231.000000 Penalty: 4363.359375
	Iteration 40F: 3 clusters Score -836231 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -836237.375000 Penalty: 4363.359375
	Iteration 41Q: 3 clusters Score -836237.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -836243.687500 Penalty: 4363.359375
	Iteration 42Q: 3 clusters Score -836243.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -836248.375000 Penalty: 4363.359375
	Iteration 43Q: 3 clusters Score -836248.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -836248.875000 Penalty: 4363.359375
	Iteration 44Q: 3 clusters Score -836248.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -836253.062500 Penalty: 4363.359375
	Iteration 45Q: 3 clusters Score -836253.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -836253.812500 Penalty: 4363.359375
	Iteration 46Q: 3 clusters Score -836253.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -836255.687500 Penalty: 4363.359375
	Iteration 47Q: 3 clusters Score -836255.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -836257.125000 Penalty: 4363.359375
	Iteration 48Q: 3 clusters Score -836257.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -836259.250000 Penalty: 4363.359375
	Iteration 49Q: 3 clusters Score -836259.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -836259.250000 Penalty: 4363.359375
	Iteration 50F: 3 clusters Score -836259.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Entering Unmasked Estep 
Score: -163896.328125 Penalty: 1798.509277
	Iteration 0F: 2 clusters Score -163896.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -161654.343750 Penalty: 3597.018555
	Iteration 0F: 3 clusters Score -161654.3 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -162071.812500 Penalty: 3597.018555
	Iteration 1F: 3 clusters Score -162071.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -162219.953125 Penalty: 3597.018555
	Iteration 2F: 3 clusters Score -162220 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -162300.781250 Penalty: 3597.018555
	Iteration 3Q: 3 clusters Score -162300.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -162370.484375 Penalty: 3597.018555
	Iteration 4Q: 3 clusters Score -162370.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -162433.171875 Penalty: 3597.018555
	Iteration 5Q: 3 clusters Score -162433.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -162548.265625 Penalty: 3597.018555
	Iteration 6Q: 3 clusters Score -162548.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -162729.390625 Penalty: 3597.018555
	Iteration 7Q: 3 clusters Score -162729.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -162973.718750 Penalty: 3597.018555
	Iteration 8Q: 3 clusters Score -162973.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -163324.421875 Penalty: 3597.018555
	Iteration 9F: 3 clusters Score -163324.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -163569.906250 Penalty: 3597.018555
	Iteration 10F: 3 clusters Score -163569.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -163805.921875 Penalty: 3597.018555
	Iteration 11Q: 3 clusters Score -163805.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -163938.546875 Penalty: 3597.018555
	Iteration 12Q: 3 clusters Score -163938.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -164078.968750 Penalty: 3597.018555
	Iteration 13Q: 3 clusters Score -164079 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -164160.000000 Penalty: 3597.018555
	Iteration 14Q: 3 clusters Score -164160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -164216.890625 Penalty: 3597.018555
	Iteration 15Q: 3 clusters Score -164216.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -164234.218750 Penalty: 3597.018555
	Iteration 16Q: 3 clusters Score -164234.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -164257.625000 Penalty: 3597.018555
	Iteration 17Q: 3 clusters Score -164257.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -164262.875000 Penalty: 3597.018555
	Iteration 18Q: 3 clusters Score -164262.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -164267.234375 Penalty: 3597.018555
	Iteration 19Q: 3 clusters Score -164267.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -164269.546875 Penalty: 3597.018555
	Iteration 20F: 3 clusters Score -164269.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -164270.703125 Penalty: 3597.018555
	Iteration 21Q: 3 clusters Score -164270.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -164270.703125 Penalty: 3597.018555
	Iteration 22F: 3 clusters Score -164270.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 26359 members 
Mstep: Class 3 contains 45288 members 
Mstep: Class 4 contains 221593 members 
Mstep: Class 5 contains 13593 members 
Mstep: Class 6 contains 6615 members 
Mstep: Class 7 contains 989 members 
Mstep: Class 8 contains 60573 members 
Mstep: Class 9 contains 42308 members 
Mstep: Class 10 contains 22074 members 
Mstep: Class 11 contains 6516 members 
Mstep: Class 12 contains 17905 members 
Mstep: Class 13 contains 33620 members 
Mstep: Class 14 contains 2169 members 
Mstep: Class 15 contains 4237 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 17 contains 2700 members 
Mstep: Class 18 contains 191954 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19894 members 
Mstep: Class 21 contains 62992 members 
Mstep: Class 22 contains 422 members 
Mstep: Class 23 contains 66579 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
Score: -104757584.000000 Penalty: 81314.312500
Splitting cluster 7 changes total score from -104758936.000000 to -104757584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (60573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60573 members 
Entering Unmasked Estep 
Score: -7651293.000000 Penalty: 2730.877930
	Iteration 0F: 2 clusters Score -7651293 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30420 members 
Mstep: Class 2 contains 30153 members 
Entering Unmasked Estep 
Score: -7610635.000000 Penalty: 5461.755859
	Iteration 0F: 3 clusters Score -7610635 nChanged 28137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -7626533.500000 Penalty: 5461.755859
	Iteration 1F: 3 clusters Score -7626534 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -7627239.500000 Penalty: 5461.755859
	Iteration 2Q: 3 clusters Score -7627240 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32666 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -7628074.500000 Penalty: 5461.755859
	Iteration 3Q: 3 clusters Score -7628074 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -7629196.500000 Penalty: 5461.755859
	Iteration 4Q: 3 clusters Score -7629196 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35705 members 
Mstep: Class 2 contains 24868 members 
Entering Unmasked Estep 
Score: -7630814.500000 Penalty: 5461.755859
	Iteration 5F: 3 clusters Score -7630814 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37907 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -7633262.500000 Penalty: 5461.755859
	Iteration 6F: 3 clusters Score -7633262 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40396 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -7636212.000000 Penalty: 5461.755859
	Iteration 7F: 3 clusters Score -7636212 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42618 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -7639259.500000 Penalty: 5461.755859
	Iteration 8F: 3 clusters Score -7639260 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44310 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -7641467.500000 Penalty: 5461.755859
	Iteration 9F: 3 clusters Score -7641468 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45513 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -7642737.000000 Penalty: 5461.755859
	Iteration 10Q: 3 clusters Score -7642737 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46591 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -7643469.000000 Penalty: 5461.755859
	Iteration 11Q: 3 clusters Score -7643469 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47642 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -7644109.000000 Penalty: 5461.755859
	Iteration 12Q: 3 clusters Score -7644109 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48652 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -7644647.000000 Penalty: 5461.755859
	Iteration 13Q: 3 clusters Score -7644647 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49572 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -7645159.500000 Penalty: 5461.755859
	Iteration 14Q: 3 clusters Score -7645160 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50427 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -7645595.500000 Penalty: 5461.755859
	Iteration 15Q: 3 clusters Score -7645596 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51228 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -7645987.500000 Penalty: 5461.755859
	Iteration 16Q: 3 clusters Score -7645988 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51956 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -7646418.500000 Penalty: 5461.755859
	Iteration 17Q: 3 clusters Score -7646418 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52616 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -7646806.000000 Penalty: 5461.755859
	Iteration 18Q: 3 clusters Score -7646806 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53191 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -7647046.500000 Penalty: 5461.755859
	Iteration 19Q: 3 clusters Score -7647046 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53742 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -7647300.000000 Penalty: 5461.755859
	Iteration 20F: 3 clusters Score -7647300 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54213 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -7647472.500000 Penalty: 5461.755859
	Iteration 21Q: 3 clusters Score -7647472 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54650 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -7647641.000000 Penalty: 5461.755859
	Iteration 22Q: 3 clusters Score -7647641 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55048 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -7647790.500000 Penalty: 5461.755859
	Iteration 23Q: 3 clusters Score -7647790 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55442 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -7647965.500000 Penalty: 5461.755859
	Iteration 24Q: 3 clusters Score -7647966 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55813 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -7648079.000000 Penalty: 5461.755859
	Iteration 25Q: 3 clusters Score -7648079 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56117 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -7648214.000000 Penalty: 5461.755859
	Iteration 26Q: 3 clusters Score -7648214 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56399 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -7648295.000000 Penalty: 5461.755859
	Iteration 27Q: 3 clusters Score -7648295 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56644 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -7648401.000000 Penalty: 5461.755859
	Iteration 28Q: 3 clusters Score -7648401 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56858 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -7648460.000000 Penalty: 5461.755859
	Iteration 29Q: 3 clusters Score -7648460 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57042 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -7648515.000000 Penalty: 5461.755859
	Iteration 30Q: 3 clusters Score -7648515 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57225 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -7648570.500000 Penalty: 5461.755859
	Iteration 31Q: 3 clusters Score -7648570 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57386 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -7648619.000000 Penalty: 5461.755859
	Iteration 32Q: 3 clusters Score -7648619 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57533 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -7648669.500000 Penalty: 5461.755859
	Iteration 33Q: 3 clusters Score -7648670 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57654 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -7648709.000000 Penalty: 5461.755859
	Iteration 34Q: 3 clusters Score -7648709 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57767 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -7648761.000000 Penalty: 5461.755859
	Iteration 35Q: 3 clusters Score -7648761 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57855 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -7648777.500000 Penalty: 5461.755859
	Iteration 36Q: 3 clusters Score -7648778 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57918 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -7648789.500000 Penalty: 5461.755859
	Iteration 37Q: 3 clusters Score -7648790 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57974 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -7648819.000000 Penalty: 5461.755859
	Iteration 38Q: 3 clusters Score -7648819 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58026 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -7648826.500000 Penalty: 5461.755859
	Iteration 39Q: 3 clusters Score -7648826 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58068 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -7648829.500000 Penalty: 5461.755859
	Iteration 40F: 3 clusters Score -7648830 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58100 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -7648833.000000 Penalty: 5461.755859
	Iteration 41Q: 3 clusters Score -7648833 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58129 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -7648850.500000 Penalty: 5461.755859
	Iteration 42Q: 3 clusters Score -7648850 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58154 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -7648847.500000 Penalty: 5461.755859
	Iteration 43Q: 3 clusters Score -7648848 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58175 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -7648852.500000 Penalty: 5461.755859
	Iteration 44Q: 3 clusters Score -7648852 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58188 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -7648857.000000 Penalty: 5461.755859
	Iteration 45Q: 3 clusters Score -7648857 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58207 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -7648838.500000 Penalty: 5461.755859
	Iteration 46Q: 3 clusters Score -7648838 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58228 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -7648841.000000 Penalty: 5461.755859
	Iteration 47Q: 3 clusters Score -7648841 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58242 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -7648845.000000 Penalty: 5461.755859
	Iteration 48Q: 3 clusters Score -7648845 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58261 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -7648856.000000 Penalty: 5461.755859
	Iteration 49Q: 3 clusters Score -7648856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58275 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -7648869.500000 Penalty: 5461.755859
	Iteration 50Q: 3 clusters Score -7648870 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58289 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -7648871.000000 Penalty: 5461.755859
	Iteration 51Q: 3 clusters Score -7648871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58302 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -7648882.000000 Penalty: 5461.755859
	Iteration 52Q: 3 clusters Score -7648882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58311 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -7648874.000000 Penalty: 5461.755859
	Iteration 53Q: 3 clusters Score -7648874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58321 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -7648875.500000 Penalty: 5461.755859
	Iteration 54Q: 3 clusters Score -7648876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58334 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -7648876.000000 Penalty: 5461.755859
	Iteration 55Q: 3 clusters Score -7648876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58349 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -7648882.500000 Penalty: 5461.755859
	Iteration 56Q: 3 clusters Score -7648882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58364 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -7648893.000000 Penalty: 5461.755859
	Iteration 57Q: 3 clusters Score -7648893 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58379 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -7648891.000000 Penalty: 5461.755859
	Iteration 58Q: 3 clusters Score -7648891 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58390 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -7648905.000000 Penalty: 5461.755859
	Iteration 59Q: 3 clusters Score -7648905 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58399 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -7648903.500000 Penalty: 5461.755859
	Iteration 60F: 3 clusters Score -7648904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58408 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -7648907.000000 Penalty: 5461.755859
	Iteration 61Q: 3 clusters Score -7648907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58416 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -7648913.000000 Penalty: 5461.755859
	Iteration 62Q: 3 clusters Score -7648913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58426 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -7648916.500000 Penalty: 5461.755859
	Iteration 63Q: 3 clusters Score -7648916 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58437 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -7648926.500000 Penalty: 5461.755859
	Iteration 64Q: 3 clusters Score -7648926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58457 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -7648917.500000 Penalty: 5461.755859
	Iteration 65Q: 3 clusters Score -7648918 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58477 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -7648922.000000 Penalty: 5461.755859
	Iteration 66Q: 3 clusters Score -7648922 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58495 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -7648919.000000 Penalty: 5461.755859
	Iteration 67Q: 3 clusters Score -7648919 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58516 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -7648926.500000 Penalty: 5461.755859
	Iteration 68Q: 3 clusters Score -7648926 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58542 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -7648925.000000 Penalty: 5461.755859
	Iteration 69Q: 3 clusters Score -7648925 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58566 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -7648928.500000 Penalty: 5461.755859
	Iteration 70Q: 3 clusters Score -7648928 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58593 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -7648946.500000 Penalty: 5461.755859
	Iteration 71Q: 3 clusters Score -7648946 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58629 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -7648943.000000 Penalty: 5461.755859
	Iteration 72Q: 3 clusters Score -7648943 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58655 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -7648945.500000 Penalty: 5461.755859
	Iteration 73Q: 3 clusters Score -7648946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58680 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -7648947.000000 Penalty: 5461.755859
	Iteration 74Q: 3 clusters Score -7648947 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58695 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -7648949.000000 Penalty: 5461.755859
	Iteration 75Q: 3 clusters Score -7648949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58706 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -7648960.000000 Penalty: 5461.755859
	Iteration 76Q: 3 clusters Score -7648960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58717 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -7648965.500000 Penalty: 5461.755859
	Iteration 77Q: 3 clusters Score -7648966 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58731 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -7648969.500000 Penalty: 5461.755859
	Iteration 78Q: 3 clusters Score -7648970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58739 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -7648967.000000 Penalty: 5461.755859
	Iteration 79Q: 3 clusters Score -7648967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58749 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -7648977.500000 Penalty: 5461.755859
	Iteration 80F: 3 clusters Score -7648978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58753 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -7648976.500000 Penalty: 5461.755859
	Iteration 81Q: 3 clusters Score -7648976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58757 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -7648968.000000 Penalty: 5461.755859
	Iteration 82Q: 3 clusters Score -7648968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58766 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -7648978.500000 Penalty: 5461.755859
	Iteration 83Q: 3 clusters Score -7648978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58784 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -7648990.000000 Penalty: 5461.755859
	Iteration 84Q: 3 clusters Score -7648990 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58796 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -7648987.000000 Penalty: 5461.755859
	Iteration 85Q: 3 clusters Score -7648987 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58808 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -7648991.000000 Penalty: 5461.755859
	Iteration 86Q: 3 clusters Score -7648991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58817 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -7649000.500000 Penalty: 5461.755859
	Iteration 87Q: 3 clusters Score -7649000 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58829 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -7649001.000000 Penalty: 5461.755859
	Iteration 88Q: 3 clusters Score -7649001 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58846 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -7649011.500000 Penalty: 5461.755859
	Iteration 89Q: 3 clusters Score -7649012 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58859 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -7649014.500000 Penalty: 5461.755859
	Iteration 90Q: 3 clusters Score -7649014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58876 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -7649018.500000 Penalty: 5461.755859
	Iteration 91Q: 3 clusters Score -7649018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58887 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -7649020.000000 Penalty: 5461.755859
	Iteration 92Q: 3 clusters Score -7649020 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58899 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -7649017.000000 Penalty: 5461.755859
	Iteration 93Q: 3 clusters Score -7649017 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58910 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -7649027.500000 Penalty: 5461.755859
	Iteration 94Q: 3 clusters Score -7649028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58919 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -7649028.000000 Penalty: 5461.755859
	Iteration 95Q: 3 clusters Score -7649028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58924 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -7649021.500000 Penalty: 5461.755859
	Iteration 96Q: 3 clusters Score -7649022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58926 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -7649019.500000 Penalty: 5461.755859
	Iteration 97Q: 3 clusters Score -7649020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58929 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -7649017.000000 Penalty: 5461.755859
	Iteration 98Q: 3 clusters Score -7649017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58932 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -7649021.000000 Penalty: 5461.755859
	Iteration 99Q: 3 clusters Score -7649021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58936 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -7649022.500000 Penalty: 5461.755859
	Iteration 100F: 3 clusters Score -7649022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58941 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -7649029.000000 Penalty: 5461.755859
	Iteration 101Q: 3 clusters Score -7649029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58946 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -7649033.500000 Penalty: 5461.755859
	Iteration 102Q: 3 clusters Score -7649034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58948 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -7649028.000000 Penalty: 5461.755859
	Iteration 103Q: 3 clusters Score -7649028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58951 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -7649029.000000 Penalty: 5461.755859
	Iteration 104Q: 3 clusters Score -7649029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58957 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -7649035.000000 Penalty: 5461.755859
	Iteration 105Q: 3 clusters Score -7649035 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58963 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -7649027.500000 Penalty: 5461.755859
	Iteration 106Q: 3 clusters Score -7649028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58969 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -7649028.000000 Penalty: 5461.755859
	Iteration 107Q: 3 clusters Score -7649028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58975 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -7649026.500000 Penalty: 5461.755859
	Iteration 108Q: 3 clusters Score -7649026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58979 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -7649034.500000 Penalty: 5461.755859
	Iteration 109Q: 3 clusters Score -7649034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58983 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -7649038.500000 Penalty: 5461.755859
	Iteration 110Q: 3 clusters Score -7649038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58989 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -7649035.500000 Penalty: 5461.755859
	Iteration 111Q: 3 clusters Score -7649036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58995 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -7649052.500000 Penalty: 5461.755859
	Iteration 112Q: 3 clusters Score -7649052 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59001 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -7649043.500000 Penalty: 5461.755859
	Iteration 113Q: 3 clusters Score -7649044 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59008 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -7649042.000000 Penalty: 5461.755859
	Iteration 114Q: 3 clusters Score -7649042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59011 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -7649047.500000 Penalty: 5461.755859
	Iteration 115Q: 3 clusters Score -7649048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59012 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -7649043.000000 Penalty: 5461.755859
	Iteration 116Q: 3 clusters Score -7649043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59014 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -7649048.500000 Penalty: 5461.755859
	Iteration 117Q: 3 clusters Score -7649048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59015 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -7649045.500000 Penalty: 5461.755859
	Iteration 118Q: 3 clusters Score -7649046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59017 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -7649051.500000 Penalty: 5461.755859
	Iteration 119Q: 3 clusters Score -7649052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59020 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -7649049.000000 Penalty: 5461.755859
	Iteration 120F: 3 clusters Score -7649049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59023 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -7649054.000000 Penalty: 5461.755859
	Iteration 121Q: 3 clusters Score -7649054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59024 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -7649050.500000 Penalty: 5461.755859
	Iteration 122Q: 3 clusters Score -7649050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59027 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -7649054.000000 Penalty: 5461.755859
	Iteration 123Q: 3 clusters Score -7649054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59028 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -7649053.000000 Penalty: 5461.755859
	Iteration 124Q: 3 clusters Score -7649053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59028 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -7649053.000000 Penalty: 5461.755859
	Iteration 125F: 3 clusters Score -7649053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42308 members 
Entering Unmasked Estep 
Score: -5340664.500000 Penalty: 2641.877441
	Iteration 0F: 2 clusters Score -5340664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -5311996.000000 Penalty: 5283.754883
	Iteration 0F: 3 clusters Score -5311996 nChanged 19372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -5322574.500000 Penalty: 5283.754883
	Iteration 1F: 3 clusters Score -5322574 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -5323086.000000 Penalty: 5283.754883
	Iteration 2Q: 3 clusters Score -5323086 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -5323542.000000 Penalty: 5283.754883
	Iteration 3Q: 3 clusters Score -5323542 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -5323999.000000 Penalty: 5283.754883
	Iteration 4Q: 3 clusters Score -5323999 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -5324512.000000 Penalty: 5283.754883
	Iteration 5Q: 3 clusters Score -5324512 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -5325227.000000 Penalty: 5283.754883
	Iteration 6Q: 3 clusters Score -5325227 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -5326223.500000 Penalty: 5283.754883
	Iteration 7Q: 3 clusters Score -5326224 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -5327616.000000 Penalty: 5283.754883
	Iteration 8F: 3 clusters Score -5327616 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32063 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -5329625.000000 Penalty: 5283.754883
	Iteration 9F: 3 clusters Score -5329625 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -5331991.500000 Penalty: 5283.754883
	Iteration 10F: 3 clusters Score -5331992 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -5334318.500000 Penalty: 5283.754883
	Iteration 11F: 3 clusters Score -5334318 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39725 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -5336096.500000 Penalty: 5283.754883
	Iteration 12Q: 3 clusters Score -5336096 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40972 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -5337199.000000 Penalty: 5283.754883
	Iteration 13Q: 3 clusters Score -5337199 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5337735.500000 Penalty: 5283.754883
	Iteration 14Q: 3 clusters Score -5337736 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41841 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -5338009.500000 Penalty: 5283.754883
	Iteration 15Q: 3 clusters Score -5338010 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41952 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5338120.000000 Penalty: 5283.754883
	Iteration 16Q: 3 clusters Score -5338120 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41993 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5338171.000000 Penalty: 5283.754883
	Iteration 17Q: 3 clusters Score -5338171 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5338213.500000 Penalty: 5283.754883
	Iteration 18Q: 3 clusters Score -5338214 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -5338240.000000 Penalty: 5283.754883
	Iteration 19Q: 3 clusters Score -5338240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42051 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5338252.500000 Penalty: 5283.754883
	Iteration 20F: 3 clusters Score -5338252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42061 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -5338270.000000 Penalty: 5283.754883
	Iteration 21Q: 3 clusters Score -5338270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42063 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5338272.500000 Penalty: 5283.754883
	Iteration 22Q: 3 clusters Score -5338272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42063 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5338273.000000 Penalty: 5283.754883
	Iteration 23Q: 3 clusters Score -5338273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42067 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5338287.000000 Penalty: 5283.754883
	Iteration 24Q: 3 clusters Score -5338287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42071 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5338292.500000 Penalty: 5283.754883
	Iteration 25Q: 3 clusters Score -5338292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42070 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5338291.500000 Penalty: 5283.754883
	Iteration 26Q: 3 clusters Score -5338292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42072 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5338296.000000 Penalty: 5283.754883
	Iteration 27Q: 3 clusters Score -5338296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42076 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -5338300.500000 Penalty: 5283.754883
	Iteration 28Q: 3 clusters Score -5338300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42077 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5338305.000000 Penalty: 5283.754883
	Iteration 29Q: 3 clusters Score -5338305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42077 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5338305.000000 Penalty: 5283.754883
	Iteration 30F: 3 clusters Score -5338305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Entering Unmasked Estep 
Score: -2658697.500000 Penalty: 2480.534424
	Iteration 0F: 2 clusters Score -2658698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -2643248.500000 Penalty: 4961.068848
	Iteration 0F: 3 clusters Score -2643248 nChanged 9821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -2648645.500000 Penalty: 4961.068848
	Iteration 1F: 3 clusters Score -2648646 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -2649051.250000 Penalty: 4961.068848
	Iteration 2F: 3 clusters Score -2649051 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -2649433.000000 Penalty: 4961.068848
	Iteration 3Q: 3 clusters Score -2649433 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -2649774.750000 Penalty: 4961.068848
	Iteration 4Q: 3 clusters Score -2649775 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -2650144.250000 Penalty: 4961.068848
	Iteration 5Q: 3 clusters Score -2650144 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -2650584.000000 Penalty: 4961.068848
	Iteration 6Q: 3 clusters Score -2650584 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -2651172.500000 Penalty: 4961.068848
	Iteration 7Q: 3 clusters Score -2651172 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -2651954.500000 Penalty: 4961.068848
	Iteration 8F: 3 clusters Score -2651954 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -2652834.500000 Penalty: 4961.068848
	Iteration 9F: 3 clusters Score -2652834 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -2653748.250000 Penalty: 4961.068848
	Iteration 10F: 3 clusters Score -2653748 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2654631.250000 Penalty: 4961.068848
	Iteration 11Q: 3 clusters Score -2654631 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2655326.250000 Penalty: 4961.068848
	Iteration 12Q: 3 clusters Score -2655326 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20976 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2655796.750000 Penalty: 4961.068848
	Iteration 13Q: 3 clusters Score -2655797 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2656081.750000 Penalty: 4961.068848
	Iteration 14Q: 3 clusters Score -2656082 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2656259.000000 Penalty: 4961.068848
	Iteration 15Q: 3 clusters Score -2656259 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2656366.000000 Penalty: 4961.068848
	Iteration 16Q: 3 clusters Score -2656366 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2656427.000000 Penalty: 4961.068848
	Iteration 17Q: 3 clusters Score -2656427 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -2656465.250000 Penalty: 4961.068848
	Iteration 18Q: 3 clusters Score -2656465 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2656495.750000 Penalty: 4961.068848
	Iteration 19Q: 3 clusters Score -2656496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2656513.500000 Penalty: 4961.068848
	Iteration 20F: 3 clusters Score -2656514 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -2656531.750000 Penalty: 4961.068848
	Iteration 21Q: 3 clusters Score -2656532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -2656539.250000 Penalty: 4961.068848
	Iteration 22Q: 3 clusters Score -2656539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2656545.750000 Penalty: 4961.068848
	Iteration 23Q: 3 clusters Score -2656546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -2656548.500000 Penalty: 4961.068848
	Iteration 24Q: 3 clusters Score -2656548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2656553.000000 Penalty: 4961.068848
	Iteration 25Q: 3 clusters Score -2656553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -2656554.500000 Penalty: 4961.068848
	Iteration 26Q: 3 clusters Score -2656554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -2656560.750000 Penalty: 4961.068848
	Iteration 27Q: 3 clusters Score -2656561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -2656562.000000 Penalty: 4961.068848
	Iteration 28Q: 3 clusters Score -2656562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -2656565.500000 Penalty: 4961.068848
	Iteration 29Q: 3 clusters Score -2656566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2656578.500000 Penalty: 4961.068848
	Iteration 30Q: 3 clusters Score -2656578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2656583.000000 Penalty: 4961.068848
	Iteration 31Q: 3 clusters Score -2656583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2656583.000000 Penalty: 4961.068848
	Iteration 32Q: 3 clusters Score -2656583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -2656583.000000 Penalty: 4961.068848
	Iteration 33F: 3 clusters Score -2656583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Entering Unmasked Estep 
Score: -769209.937500 Penalty: 2177.939941
	Iteration 0F: 2 clusters Score -769209.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -763742.437500 Penalty: 4355.879883
	Iteration 0F: 3 clusters Score -763742.4 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -765214.875000 Penalty: 4355.879883
	Iteration 1F: 3 clusters Score -765214.9 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -765601.812500 Penalty: 4355.879883
	Iteration 2F: 3 clusters Score -765601.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -765973.625000 Penalty: 4355.879883
	Iteration 3F: 3 clusters Score -765973.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -766287.375000 Penalty: 4355.879883
	Iteration 4F: 3 clusters Score -766287.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -766593.750000 Penalty: 4355.879883
	Iteration 5F: 3 clusters Score -766593.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -766862.750000 Penalty: 4355.879883
	Iteration 6F: 3 clusters Score -766862.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -767079.937500 Penalty: 4355.879883
	Iteration 7Q: 3 clusters Score -767079.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -767242.062500 Penalty: 4355.879883
	Iteration 8Q: 3 clusters Score -767242.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -767360.500000 Penalty: 4355.879883
	Iteration 9Q: 3 clusters Score -767360.5 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -767453.500000 Penalty: 4355.879883
	Iteration 10Q: 3 clusters Score -767453.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -767517.812500 Penalty: 4355.879883
	Iteration 11Q: 3 clusters Score -767517.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -767576.687500 Penalty: 4355.879883
	Iteration 12Q: 3 clusters Score -767576.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -767620.937500 Penalty: 4355.879883
	Iteration 13Q: 3 clusters Score -767620.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -767655.625000 Penalty: 4355.879883
	Iteration 14Q: 3 clusters Score -767655.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -767688.750000 Penalty: 4355.879883
	Iteration 15Q: 3 clusters Score -767688.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -767713.437500 Penalty: 4355.879883
	Iteration 16Q: 3 clusters Score -767713.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -767731.437500 Penalty: 4355.879883
	Iteration 17Q: 3 clusters Score -767731.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -767742.062500 Penalty: 4355.879883
	Iteration 18Q: 3 clusters Score -767742.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -767746.875000 Penalty: 4355.879883
	Iteration 19Q: 3 clusters Score -767746.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -767754.687500 Penalty: 4355.879883
	Iteration 20F: 3 clusters Score -767754.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -767763.062500 Penalty: 4355.879883
	Iteration 21Q: 3 clusters Score -767763.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -767770.937500 Penalty: 4355.879883
	Iteration 22Q: 3 clusters Score -767770.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -767779.250000 Penalty: 4355.879883
	Iteration 23Q: 3 clusters Score -767779.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -767789.437500 Penalty: 4355.879883
	Iteration 24Q: 3 clusters Score -767789.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -767796.687500 Penalty: 4355.879883
	Iteration 25Q: 3 clusters Score -767796.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -767800.625000 Penalty: 4355.879883
	Iteration 26Q: 3 clusters Score -767800.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -767806.187500 Penalty: 4355.879883
	Iteration 27Q: 3 clusters Score -767806.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -767809.812500 Penalty: 4355.879883
	Iteration 28Q: 3 clusters Score -767809.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -767816.375000 Penalty: 4355.879883
	Iteration 29Q: 3 clusters Score -767816.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -767820.937500 Penalty: 4355.879883
	Iteration 30Q: 3 clusters Score -767820.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -767828.812500 Penalty: 4355.879883
	Iteration 31Q: 3 clusters Score -767828.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -767838.187500 Penalty: 4355.879883
	Iteration 32Q: 3 clusters Score -767838.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -767843.062500 Penalty: 4355.879883
	Iteration 33Q: 3 clusters Score -767843.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -767851.687500 Penalty: 4355.879883
	Iteration 34Q: 3 clusters Score -767851.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -767857.062500 Penalty: 4355.879883
	Iteration 35Q: 3 clusters Score -767857.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -767858.437500 Penalty: 4355.879883
	Iteration 36Q: 3 clusters Score -767858.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -767860.500000 Penalty: 4355.879883
	Iteration 37Q: 3 clusters Score -767860.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -767862.687500 Penalty: 4355.879883
	Iteration 38Q: 3 clusters Score -767862.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -767863.187500 Penalty: 4355.879883
	Iteration 39Q: 3 clusters Score -767863.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -767866.562500 Penalty: 4355.879883
	Iteration 40F: 3 clusters Score -767866.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -767869.687500 Penalty: 4355.879883
	Iteration 41Q: 3 clusters Score -767869.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -767872.125000 Penalty: 4355.879883
	Iteration 42Q: 3 clusters Score -767872.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -767876.187500 Penalty: 4355.879883
	Iteration 43Q: 3 clusters Score -767876.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -767876.812500 Penalty: 4355.879883
	Iteration 44Q: 3 clusters Score -767876.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -767877.000000 Penalty: 4355.879883
	Iteration 45Q: 3 clusters Score -767877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -767878.500000 Penalty: 4355.879883
	Iteration 46Q: 3 clusters Score -767878.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -767882.062500 Penalty: 4355.879883
	Iteration 47Q: 3 clusters Score -767882.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -767881.125000 Penalty: 4355.879883
	Iteration 48Q: 3 clusters Score -767881.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -767882.437500 Penalty: 4355.879883
	Iteration 49Q: 3 clusters Score -767882.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -767882.187500 Penalty: 4355.879883
	Iteration 50Q: 3 clusters Score -767882.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -767882.687500 Penalty: 4355.879883
	Iteration 51Q: 3 clusters Score -767882.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -767882.687500 Penalty: 4355.879883
	Iteration 52F: 3 clusters Score -767882.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Entering Unmasked Estep 
Score: -2267012.500000 Penalty: 2428.623047
	Iteration 0F: 2 clusters Score -2267012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -2254271.250000 Penalty: 4857.246094
	Iteration 0F: 3 clusters Score -2254271 nChanged 7808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -2258407.000000 Penalty: 4857.246094
	Iteration 1F: 3 clusters Score -2258407 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -2258780.250000 Penalty: 4857.246094
	Iteration 2F: 3 clusters Score -2258780 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -2259080.250000 Penalty: 4857.246094
	Iteration 3Q: 3 clusters Score -2259080 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -2259348.750000 Penalty: 4857.246094
	Iteration 4Q: 3 clusters Score -2259349 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -2259582.250000 Penalty: 4857.246094
	Iteration 5Q: 3 clusters Score -2259582 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -2259897.750000 Penalty: 4857.246094
	Iteration 6Q: 3 clusters Score -2259898 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -2260322.250000 Penalty: 4857.246094
	Iteration 7Q: 3 clusters Score -2260322 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -2260926.000000 Penalty: 4857.246094
	Iteration 8F: 3 clusters Score -2260926 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -2261681.750000 Penalty: 4857.246094
	Iteration 9F: 3 clusters Score -2261682 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2262527.750000 Penalty: 4857.246094
	Iteration 10F: 3 clusters Score -2262528 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15327 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2263354.500000 Penalty: 4857.246094
	Iteration 11F: 3 clusters Score -2263354 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -2264050.250000 Penalty: 4857.246094
	Iteration 12Q: 3 clusters Score -2264050 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2264438.500000 Penalty: 4857.246094
	Iteration 13Q: 3 clusters Score -2264438 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2264680.750000 Penalty: 4857.246094
	Iteration 14Q: 3 clusters Score -2264681 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2264825.500000 Penalty: 4857.246094
	Iteration 15Q: 3 clusters Score -2264826 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2264907.250000 Penalty: 4857.246094
	Iteration 16Q: 3 clusters Score -2264907 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2264949.250000 Penalty: 4857.246094
	Iteration 17Q: 3 clusters Score -2264949 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2264978.250000 Penalty: 4857.246094
	Iteration 18Q: 3 clusters Score -2264978 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16961 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2264998.250000 Penalty: 4857.246094
	Iteration 19Q: 3 clusters Score -2264998 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2265023.250000 Penalty: 4857.246094
	Iteration 20F: 3 clusters Score -2265023 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -2265032.250000 Penalty: 4857.246094
	Iteration 21Q: 3 clusters Score -2265032 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2265038.500000 Penalty: 4857.246094
	Iteration 22Q: 3 clusters Score -2265038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -2265048.750000 Penalty: 4857.246094
	Iteration 23Q: 3 clusters Score -2265049 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2265048.500000 Penalty: 4857.246094
	Iteration 24Q: 3 clusters Score -2265048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2265045.750000 Penalty: 4857.246094
	Iteration 25Q: 3 clusters Score -2265046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2265049.750000 Penalty: 4857.246094
	Iteration 26Q: 3 clusters Score -2265050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2265051.250000 Penalty: 4857.246094
	Iteration 27Q: 3 clusters Score -2265051 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2265051.250000 Penalty: 4857.246094
	Iteration 28F: 3 clusters Score -2265051 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (33620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33620 members 
Entering Unmasked Estep 
Score: -4217933.000000 Penalty: 2584.873291
	Iteration 0F: 2 clusters Score -4217933 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -4195047.500000 Penalty: 5169.746582
	Iteration 0F: 3 clusters Score -4195048 nChanged 15278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -4203323.500000 Penalty: 5169.746582
	Iteration 1F: 3 clusters Score -4203324 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -4203902.000000 Penalty: 5169.746582
	Iteration 2Q: 3 clusters Score -4203902 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -4204574.500000 Penalty: 5169.746582
	Iteration 3Q: 3 clusters Score -4204574 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -4205340.000000 Penalty: 5169.746582
	Iteration 4Q: 3 clusters Score -4205340 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -4206407.000000 Penalty: 5169.746582
	Iteration 5F: 3 clusters Score -4206407 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -4207760.500000 Penalty: 5169.746582
	Iteration 6F: 3 clusters Score -4207760 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20540 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -4209414.500000 Penalty: 5169.746582
	Iteration 7F: 3 clusters Score -4209414 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -4211191.500000 Penalty: 5169.746582
	Iteration 8F: 3 clusters Score -4211192 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -4212547.500000 Penalty: 5169.746582
	Iteration 9F: 3 clusters Score -4212548 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -4213224.500000 Penalty: 5169.746582
	Iteration 10Q: 3 clusters Score -4213224 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -4213548.000000 Penalty: 5169.746582
	Iteration 11Q: 3 clusters Score -4213548 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -4213770.000000 Penalty: 5169.746582
	Iteration 12Q: 3 clusters Score -4213770 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -4213920.500000 Penalty: 5169.746582
	Iteration 13Q: 3 clusters Score -4213920 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -4214050.500000 Penalty: 5169.746582
	Iteration 14Q: 3 clusters Score -4214050 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -4214162.000000 Penalty: 5169.746582
	Iteration 15Q: 3 clusters Score -4214162 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -4214279.000000 Penalty: 5169.746582
	Iteration 16Q: 3 clusters Score -4214279 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -4214338.500000 Penalty: 5169.746582
	Iteration 17Q: 3 clusters Score -4214338 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25874 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -4214355.500000 Penalty: 5169.746582
	Iteration 18Q: 3 clusters Score -4214356 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -4214433.000000 Penalty: 5169.746582
	Iteration 19Q: 3 clusters Score -4214433 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -4214476.500000 Penalty: 5169.746582
	Iteration 20F: 3 clusters Score -4214476 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -4214518.000000 Penalty: 5169.746582
	Iteration 21Q: 3 clusters Score -4214518 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26738 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -4214561.000000 Penalty: 5169.746582
	Iteration 22Q: 3 clusters Score -4214561 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -4214615.000000 Penalty: 5169.746582
	Iteration 23Q: 3 clusters Score -4214615 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -4214662.000000 Penalty: 5169.746582
	Iteration 24Q: 3 clusters Score -4214662 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -4214700.500000 Penalty: 5169.746582
	Iteration 25Q: 3 clusters Score -4214700 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -4214739.000000 Penalty: 5169.746582
	Iteration 26Q: 3 clusters Score -4214739 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -4214781.500000 Penalty: 5169.746582
	Iteration 27Q: 3 clusters Score -4214782 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -4214806.000000 Penalty: 5169.746582
	Iteration 28Q: 3 clusters Score -4214806 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -4214828.000000 Penalty: 5169.746582
	Iteration 29Q: 3 clusters Score -4214828 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28167 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -4214869.000000 Penalty: 5169.746582
	Iteration 30Q: 3 clusters Score -4214869 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28329 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -4214911.000000 Penalty: 5169.746582
	Iteration 31Q: 3 clusters Score -4214911 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -4214954.000000 Penalty: 5169.746582
	Iteration 32Q: 3 clusters Score -4214954 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -4215007.500000 Penalty: 5169.746582
	Iteration 33Q: 3 clusters Score -4215008 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -4215049.500000 Penalty: 5169.746582
	Iteration 34Q: 3 clusters Score -4215050 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -4215100.000000 Penalty: 5169.746582
	Iteration 35Q: 3 clusters Score -4215100 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -4215147.500000 Penalty: 5169.746582
	Iteration 36Q: 3 clusters Score -4215148 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -4215203.000000 Penalty: 5169.746582
	Iteration 37Q: 3 clusters Score -4215203 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -4215233.000000 Penalty: 5169.746582
	Iteration 38Q: 3 clusters Score -4215233 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29713 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -4215285.500000 Penalty: 5169.746582
	Iteration 39Q: 3 clusters Score -4215286 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -4215330.000000 Penalty: 5169.746582
	Iteration 40F: 3 clusters Score -4215330 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -4215371.500000 Penalty: 5169.746582
	Iteration 41Q: 3 clusters Score -4215372 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30152 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -4215398.000000 Penalty: 5169.746582
	Iteration 42Q: 3 clusters Score -4215398 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -4215408.000000 Penalty: 5169.746582
	Iteration 43Q: 3 clusters Score -4215408 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -4215430.000000 Penalty: 5169.746582
	Iteration 44Q: 3 clusters Score -4215430 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -4215452.500000 Penalty: 5169.746582
	Iteration 45Q: 3 clusters Score -4215452 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30596 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -4215489.000000 Penalty: 5169.746582
	Iteration 46Q: 3 clusters Score -4215489 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30701 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -4215508.500000 Penalty: 5169.746582
	Iteration 47Q: 3 clusters Score -4215508 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30796 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -4215548.500000 Penalty: 5169.746582
	Iteration 48Q: 3 clusters Score -4215548 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -4215577.000000 Penalty: 5169.746582
	Iteration 49Q: 3 clusters Score -4215577 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -4215614.500000 Penalty: 5169.746582
	Iteration 50Q: 3 clusters Score -4215614 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -4215642.000000 Penalty: 5169.746582
	Iteration 51Q: 3 clusters Score -4215642 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -4215689.500000 Penalty: 5169.746582
	Iteration 52Q: 3 clusters Score -4215690 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -4215727.000000 Penalty: 5169.746582
	Iteration 53Q: 3 clusters Score -4215727 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31431 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -4215750.000000 Penalty: 5169.746582
	Iteration 54Q: 3 clusters Score -4215750 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31513 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -4215768.000000 Penalty: 5169.746582
	Iteration 55Q: 3 clusters Score -4215768 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31586 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -4215787.000000 Penalty: 5169.746582
	Iteration 56Q: 3 clusters Score -4215787 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31663 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -4215796.500000 Penalty: 5169.746582
	Iteration 57Q: 3 clusters Score -4215796 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31730 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -4215819.000000 Penalty: 5169.746582
	Iteration 58Q: 3 clusters Score -4215819 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -4215850.500000 Penalty: 5169.746582
	Iteration 59Q: 3 clusters Score -4215850 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31853 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -4215866.500000 Penalty: 5169.746582
	Iteration 60F: 3 clusters Score -4215866 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31918 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -4215892.500000 Penalty: 5169.746582
	Iteration 61Q: 3 clusters Score -4215892 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -4215900.500000 Penalty: 5169.746582
	Iteration 62Q: 3 clusters Score -4215900 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32027 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -4215918.500000 Penalty: 5169.746582
	Iteration 63Q: 3 clusters Score -4215918 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32082 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -4215942.000000 Penalty: 5169.746582
	Iteration 64Q: 3 clusters Score -4215942 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32125 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4215952.500000 Penalty: 5169.746582
	Iteration 65Q: 3 clusters Score -4215952 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -4215966.500000 Penalty: 5169.746582
	Iteration 66Q: 3 clusters Score -4215966 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32197 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -4215971.500000 Penalty: 5169.746582
	Iteration 67Q: 3 clusters Score -4215972 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32233 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -4215988.000000 Penalty: 5169.746582
	Iteration 68Q: 3 clusters Score -4215988 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -4215991.000000 Penalty: 5169.746582
	Iteration 69Q: 3 clusters Score -4215991 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32299 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -4216009.500000 Penalty: 5169.746582
	Iteration 70Q: 3 clusters Score -4216010 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32326 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -4216013.500000 Penalty: 5169.746582
	Iteration 71Q: 3 clusters Score -4216014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -4216020.000000 Penalty: 5169.746582
	Iteration 72Q: 3 clusters Score -4216020 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -4216017.000000 Penalty: 5169.746582
	Iteration 73Q: 3 clusters Score -4216017 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32377 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -4216025.500000 Penalty: 5169.746582
	Iteration 74Q: 3 clusters Score -4216026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32390 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -4216020.500000 Penalty: 5169.746582
	Iteration 75Q: 3 clusters Score -4216020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32401 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -4216030.000000 Penalty: 5169.746582
	Iteration 76Q: 3 clusters Score -4216030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32409 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -4216035.500000 Penalty: 5169.746582
	Iteration 77Q: 3 clusters Score -4216036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32419 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -4216043.000000 Penalty: 5169.746582
	Iteration 78Q: 3 clusters Score -4216043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -4216042.000000 Penalty: 5169.746582
	Iteration 79Q: 3 clusters Score -4216042 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32436 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -4216049.500000 Penalty: 5169.746582
	Iteration 80F: 3 clusters Score -4216050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32445 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4216047.000000 Penalty: 5169.746582
	Iteration 81Q: 3 clusters Score -4216047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32451 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -4216050.000000 Penalty: 5169.746582
	Iteration 82Q: 3 clusters Score -4216050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32459 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -4216051.000000 Penalty: 5169.746582
	Iteration 83Q: 3 clusters Score -4216051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32467 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -4216047.500000 Penalty: 5169.746582
	Iteration 84Q: 3 clusters Score -4216048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -4216052.000000 Penalty: 5169.746582
	Iteration 85Q: 3 clusters Score -4216052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32473 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -4216055.500000 Penalty: 5169.746582
	Iteration 86Q: 3 clusters Score -4216056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32478 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -4216052.000000 Penalty: 5169.746582
	Iteration 87Q: 3 clusters Score -4216052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32482 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -4216056.000000 Penalty: 5169.746582
	Iteration 88Q: 3 clusters Score -4216056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32488 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -4216056.500000 Penalty: 5169.746582
	Iteration 89Q: 3 clusters Score -4216056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -4216058.500000 Penalty: 5169.746582
	Iteration 90Q: 3 clusters Score -4216058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32501 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -4216055.500000 Penalty: 5169.746582
	Iteration 91Q: 3 clusters Score -4216056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32506 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -4216054.500000 Penalty: 5169.746582
	Iteration 92Q: 3 clusters Score -4216054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32510 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -4216052.500000 Penalty: 5169.746582
	Iteration 93Q: 3 clusters Score -4216052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32513 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -4216053.000000 Penalty: 5169.746582
	Iteration 94Q: 3 clusters Score -4216053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32516 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -4216051.500000 Penalty: 5169.746582
	Iteration 95Q: 3 clusters Score -4216052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32519 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -4216057.000000 Penalty: 5169.746582
	Iteration 96Q: 3 clusters Score -4216057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32524 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -4216061.000000 Penalty: 5169.746582
	Iteration 97Q: 3 clusters Score -4216061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32532 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -4216068.500000 Penalty: 5169.746582
	Iteration 98Q: 3 clusters Score -4216068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32543 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -4216072.500000 Penalty: 5169.746582
	Iteration 99Q: 3 clusters Score -4216072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32548 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4216077.500000 Penalty: 5169.746582
	Iteration 100F: 3 clusters Score -4216078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32550 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4216078.000000 Penalty: 5169.746582
	Iteration 101Q: 3 clusters Score -4216078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -4216077.000000 Penalty: 5169.746582
	Iteration 102Q: 3 clusters Score -4216077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -4216075.000000 Penalty: 5169.746582
	Iteration 103Q: 3 clusters Score -4216075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -4216076.500000 Penalty: 5169.746582
	Iteration 104Q: 3 clusters Score -4216076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32554 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -4216076.000000 Penalty: 5169.746582
	Iteration 105Q: 3 clusters Score -4216076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32557 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -4216086.000000 Penalty: 5169.746582
	Iteration 106Q: 3 clusters Score -4216086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32561 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -4216085.000000 Penalty: 5169.746582
	Iteration 107Q: 3 clusters Score -4216085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -4216089.000000 Penalty: 5169.746582
	Iteration 108Q: 3 clusters Score -4216089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4216085.500000 Penalty: 5169.746582
	Iteration 109Q: 3 clusters Score -4216086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -4216087.000000 Penalty: 5169.746582
	Iteration 110Q: 3 clusters Score -4216087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -4216087.000000 Penalty: 5169.746582
	Iteration 111F: 3 clusters Score -4216087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Entering Unmasked Estep 
Score: -260271.765625 Penalty: 1905.141357
	Iteration 0F: 2 clusters Score -260271.8 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 1092 members 
Entering Unmasked Estep 
Score: -257568.281250 Penalty: 3810.282715
	Iteration 0F: 3 clusters Score -257568.3 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -258105.390625 Penalty: 3810.282715
	Iteration 1F: 3 clusters Score -258105.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -258267.390625 Penalty: 3810.282715
	Iteration 2F: 3 clusters Score -258267.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -258378.312500 Penalty: 3810.282715
	Iteration 3F: 3 clusters Score -258378.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -258442.421875 Penalty: 3810.282715
	Iteration 4Q: 3 clusters Score -258442.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -258494.968750 Penalty: 3810.282715
	Iteration 5Q: 3 clusters Score -258495 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -258549.578125 Penalty: 3810.282715
	Iteration 6Q: 3 clusters Score -258549.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -258592.265625 Penalty: 3810.282715
	Iteration 7Q: 3 clusters Score -258592.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -258640.515625 Penalty: 3810.282715
	Iteration 8Q: 3 clusters Score -258640.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -258683.250000 Penalty: 3810.282715
	Iteration 9Q: 3 clusters Score -258683.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -258716.515625 Penalty: 3810.282715
	Iteration 10Q: 3 clusters Score -258716.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -258741.203125 Penalty: 3810.282715
	Iteration 11Q: 3 clusters Score -258741.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -258760.437500 Penalty: 3810.282715
	Iteration 12Q: 3 clusters Score -258760.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -258777.875000 Penalty: 3810.282715
	Iteration 13Q: 3 clusters Score -258777.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -258797.140625 Penalty: 3810.282715
	Iteration 14Q: 3 clusters Score -258797.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -258813.265625 Penalty: 3810.282715
	Iteration 15Q: 3 clusters Score -258813.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -258826.203125 Penalty: 3810.282715
	Iteration 16Q: 3 clusters Score -258826.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -258839.250000 Penalty: 3810.282715
	Iteration 17Q: 3 clusters Score -258839.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -258847.750000 Penalty: 3810.282715
	Iteration 18Q: 3 clusters Score -258847.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -258851.781250 Penalty: 3810.282715
	Iteration 19Q: 3 clusters Score -258851.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -258855.671875 Penalty: 3810.282715
	Iteration 20F: 3 clusters Score -258855.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -258860.312500 Penalty: 3810.282715
	Iteration 21Q: 3 clusters Score -258860.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -258863.953125 Penalty: 3810.282715
	Iteration 22Q: 3 clusters Score -258864 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -258864.609375 Penalty: 3810.282715
	Iteration 23Q: 3 clusters Score -258864.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -258865.453125 Penalty: 3810.282715
	Iteration 24Q: 3 clusters Score -258865.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -258865.453125 Penalty: 3810.282715
	Iteration 25F: 3 clusters Score -258865.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Entering Unmasked Estep 
Score: -496220.531250 Penalty: 2071.199463
	Iteration 0F: 2 clusters Score -496220.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -492165.156250 Penalty: 4142.398926
	Iteration 0F: 3 clusters Score -492165.2 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -493089.031250 Penalty: 4142.398926
	Iteration 1F: 3 clusters Score -493089 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -493373.656250 Penalty: 4142.398926
	Iteration 2F: 3 clusters Score -493373.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -493576.781250 Penalty: 4142.398926
	Iteration 3F: 3 clusters Score -493576.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -493765.156250 Penalty: 4142.398926
	Iteration 4F: 3 clusters Score -493765.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -493959.437500 Penalty: 4142.398926
	Iteration 5F: 3 clusters Score -493959.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -494134.375000 Penalty: 4142.398926
	Iteration 6F: 3 clusters Score -494134.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -494300.750000 Penalty: 4142.398926
	Iteration 7Q: 3 clusters Score -494300.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -494466.875000 Penalty: 4142.398926
	Iteration 8Q: 3 clusters Score -494466.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -494639.937500 Penalty: 4142.398926
	Iteration 9Q: 3 clusters Score -494639.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -494808.031250 Penalty: 4142.398926
	Iteration 10Q: 3 clusters Score -494808 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -494961.218750 Penalty: 4142.398926
	Iteration 11Q: 3 clusters Score -494961.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -495040.875000 Penalty: 4142.398926
	Iteration 12Q: 3 clusters Score -495040.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -495089.250000 Penalty: 4142.398926
	Iteration 13Q: 3 clusters Score -495089.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -495115.156250 Penalty: 4142.398926
	Iteration 14Q: 3 clusters Score -495115.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -495133.500000 Penalty: 4142.398926
	Iteration 15Q: 3 clusters Score -495133.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -495143.125000 Penalty: 4142.398926
	Iteration 16Q: 3 clusters Score -495143.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -495146.468750 Penalty: 4142.398926
	Iteration 17Q: 3 clusters Score -495146.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -495150.000000 Penalty: 4142.398926
	Iteration 18Q: 3 clusters Score -495150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -495155.062500 Penalty: 4142.398926
	Iteration 19Q: 3 clusters Score -495155.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -495158.375000 Penalty: 4142.398926
	Iteration 20F: 3 clusters Score -495158.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -495160.937500 Penalty: 4142.398926
	Iteration 21Q: 3 clusters Score -495160.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -495160.906250 Penalty: 4142.398926
	Iteration 22Q: 3 clusters Score -495160.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -495161.343750 Penalty: 4142.398926
	Iteration 23Q: 3 clusters Score -495161.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -495162.562500 Penalty: 4142.398926
	Iteration 24Q: 3 clusters Score -495162.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -495163.906250 Penalty: 4142.398926
	Iteration 25Q: 3 clusters Score -495163.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -495164.937500 Penalty: 4142.398926
	Iteration 26Q: 3 clusters Score -495164.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -495165.750000 Penalty: 4142.398926
	Iteration 27Q: 3 clusters Score -495165.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -495164.968750 Penalty: 4142.398926
	Iteration 28Q: 3 clusters Score -495165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -495166.062500 Penalty: 4142.398926
	Iteration 29Q: 3 clusters Score -495166.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -495167.031250 Penalty: 4142.398926
	Iteration 30Q: 3 clusters Score -495167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -495168.656250 Penalty: 4142.398926
	Iteration 31Q: 3 clusters Score -495168.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -495169.531250 Penalty: 4142.398926
	Iteration 32Q: 3 clusters Score -495169.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -495169.531250 Penalty: 4142.398926
	Iteration 33F: 3 clusters Score -495169.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Entering Unmasked Estep 
Score: -238781.093750 Penalty: 1879.633667
	Iteration 0F: 2 clusters Score -238781.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -236182.484375 Penalty: 3759.267334
	Iteration 0F: 3 clusters Score -236182.5 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -236638.312500 Penalty: 3759.267334
	Iteration 1F: 3 clusters Score -236638.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -236752.390625 Penalty: 3759.267334
	Iteration 2F: 3 clusters Score -236752.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -236817.531250 Penalty: 3759.267334
	Iteration 3Q: 3 clusters Score -236817.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -236846.421875 Penalty: 3759.267334
	Iteration 4Q: 3 clusters Score -236846.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -236875.890625 Penalty: 3759.267334
	Iteration 5Q: 3 clusters Score -236875.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -236896.734375 Penalty: 3759.267334
	Iteration 6Q: 3 clusters Score -236896.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -236912.421875 Penalty: 3759.267334
	Iteration 7Q: 3 clusters Score -236912.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -236923.671875 Penalty: 3759.267334
	Iteration 8Q: 3 clusters Score -236923.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -236932.703125 Penalty: 3759.267334
	Iteration 9Q: 3 clusters Score -236932.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -236939.156250 Penalty: 3759.267334
	Iteration 10Q: 3 clusters Score -236939.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -236942.187500 Penalty: 3759.267334
	Iteration 11Q: 3 clusters Score -236942.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -236943.921875 Penalty: 3759.267334
	Iteration 12Q: 3 clusters Score -236943.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -236944.484375 Penalty: 3759.267334
	Iteration 13Q: 3 clusters Score -236944.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -236945.484375 Penalty: 3759.267334
	Iteration 14Q: 3 clusters Score -236945.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -236946.234375 Penalty: 3759.267334
	Iteration 15Q: 3 clusters Score -236946.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -236948.109375 Penalty: 3759.267334
	Iteration 16Q: 3 clusters Score -236948.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -236948.109375 Penalty: 3759.267334
	Iteration 17F: 3 clusters Score -236948.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Entering Unmasked Estep 
Score: -305781.156250 Penalty: 1959.449829
	Iteration 0F: 2 clusters Score -305781.2 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 1291 members 
Entering Unmasked Estep 
Score: -302764.312500 Penalty: 3918.899658
	Iteration 0F: 3 clusters Score -302764.3 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -303429.750000 Penalty: 3918.899658
	Iteration 1F: 3 clusters Score -303429.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -303569.093750 Penalty: 3918.899658
	Iteration 2F: 3 clusters Score -303569.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -303670.750000 Penalty: 3918.899658
	Iteration 3Q: 3 clusters Score -303670.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -303739.250000 Penalty: 3918.899658
	Iteration 4Q: 3 clusters Score -303739.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -303802.062500 Penalty: 3918.899658
	Iteration 5Q: 3 clusters Score -303802.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -303862.343750 Penalty: 3918.899658
	Iteration 6Q: 3 clusters Score -303862.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -303923.312500 Penalty: 3918.899658
	Iteration 7Q: 3 clusters Score -303923.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -303979.718750 Penalty: 3918.899658
	Iteration 8Q: 3 clusters Score -303979.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -304046.750000 Penalty: 3918.899658
	Iteration 9Q: 3 clusters Score -304046.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -304111.531250 Penalty: 3918.899658
	Iteration 10Q: 3 clusters Score -304111.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -304164.937500 Penalty: 3918.899658
	Iteration 11Q: 3 clusters Score -304164.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -304223.250000 Penalty: 3918.899658
	Iteration 12Q: 3 clusters Score -304223.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -304270.968750 Penalty: 3918.899658
	Iteration 13Q: 3 clusters Score -304271 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -304324.468750 Penalty: 3918.899658
	Iteration 14Q: 3 clusters Score -304324.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -304375.437500 Penalty: 3918.899658
	Iteration 15Q: 3 clusters Score -304375.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -304418.750000 Penalty: 3918.899658
	Iteration 16Q: 3 clusters Score -304418.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -304454.375000 Penalty: 3918.899658
	Iteration 17Q: 3 clusters Score -304454.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -304481.687500 Penalty: 3918.899658
	Iteration 18Q: 3 clusters Score -304481.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -304508.687500 Penalty: 3918.899658
	Iteration 19Q: 3 clusters Score -304508.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -304537.625000 Penalty: 3918.899658
	Iteration 20F: 3 clusters Score -304537.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -304559.281250 Penalty: 3918.899658
	Iteration 21Q: 3 clusters Score -304559.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -304575.406250 Penalty: 3918.899658
	Iteration 22Q: 3 clusters Score -304575.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -304586.406250 Penalty: 3918.899658
	Iteration 23Q: 3 clusters Score -304586.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -304595.062500 Penalty: 3918.899658
	Iteration 24Q: 3 clusters Score -304595.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -304599.062500 Penalty: 3918.899658
	Iteration 25Q: 3 clusters Score -304599.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -304600.875000 Penalty: 3918.899658
	Iteration 26Q: 3 clusters Score -304600.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -304601.281250 Penalty: 3918.899658
	Iteration 27Q: 3 clusters Score -304601.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -304602.906250 Penalty: 3918.899658
	Iteration 28Q: 3 clusters Score -304602.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -304602.718750 Penalty: 3918.899658
	Iteration 29Q: 3 clusters Score -304602.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -304603.312500 Penalty: 3918.899658
	Iteration 30Q: 3 clusters Score -304603.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -304603.312500 Penalty: 3918.899658
	Iteration 31F: 3 clusters Score -304603.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (191954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191954 members 
Entering Unmasked Estep 
Score: -23844314.000000 Penalty: 3016.922852
	Iteration 0F: 2 clusters Score -2.384431e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96274 members 
Mstep: Class 2 contains 95680 members 
Entering Unmasked Estep 
Score: -23720214.000000 Penalty: 6033.845703
	Iteration 0F: 3 clusters Score -2.372021e+07 nChanged 92112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103118 members 
Mstep: Class 2 contains 88836 members 
Entering Unmasked Estep 
Score: -23775138.000000 Penalty: 6033.845703
	Iteration 1F: 3 clusters Score -2.377514e+07 nChanged 7698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107382 members 
Mstep: Class 2 contains 84572 members 
Entering Unmasked Estep 
Score: -23778076.000000 Penalty: 6033.845703
	Iteration 2Q: 3 clusters Score -2.377808e+07 nChanged 10512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113920 members 
Mstep: Class 2 contains 78034 members 
Entering Unmasked Estep 
Score: -23783698.000000 Penalty: 6033.845703
	Iteration 3F: 3 clusters Score -2.37837e+07 nChanged 13797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123239 members 
Mstep: Class 2 contains 68715 members 
Entering Unmasked Estep 
Score: -23792970.000000 Penalty: 6033.845703
	Iteration 4F: 3 clusters Score -2.379297e+07 nChanged 16380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134975 members 
Mstep: Class 2 contains 56979 members 
Entering Unmasked Estep 
Score: -23806404.000000 Penalty: 6033.845703
	Iteration 5F: 3 clusters Score -2.38064e+07 nChanged 15621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146204 members 
Mstep: Class 2 contains 45750 members 
Entering Unmasked Estep 
Score: -23822276.000000 Penalty: 6033.845703
	Iteration 6F: 3 clusters Score -2.382228e+07 nChanged 11343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153033 members 
Mstep: Class 2 contains 38921 members 
Entering Unmasked Estep 
Score: -23833740.000000 Penalty: 6033.845703
	Iteration 7F: 3 clusters Score -2.383374e+07 nChanged 6948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156809 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -23838480.000000 Penalty: 6033.845703
	Iteration 8Q: 3 clusters Score -2.383848e+07 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159879 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -23840076.000000 Penalty: 6033.845703
	Iteration 9Q: 3 clusters Score -2.384008e+07 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162794 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -23841096.000000 Penalty: 6033.845703
	Iteration 10Q: 3 clusters Score -2.38411e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165630 members 
Mstep: Class 2 contains 26324 members 
Entering Unmasked Estep 
Score: -23841860.000000 Penalty: 6033.845703
	Iteration 11Q: 3 clusters Score -2.384186e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168241 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -23842422.000000 Penalty: 6033.845703
	Iteration 12Q: 3 clusters Score -2.384242e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170940 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -23842896.000000 Penalty: 6033.845703
	Iteration 13Q: 3 clusters Score -2.38429e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173462 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -23843212.000000 Penalty: 6033.845703
	Iteration 14Q: 3 clusters Score -2.384321e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175777 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -23843542.000000 Penalty: 6033.845703
	Iteration 15Q: 3 clusters Score -2.384354e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177870 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -23843752.000000 Penalty: 6033.845703
	Iteration 16Q: 3 clusters Score -2.384375e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179743 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -23843780.000000 Penalty: 6033.845703
	Iteration 17Q: 3 clusters Score -2.384378e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181417 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -23843856.000000 Penalty: 6033.845703
	Iteration 18Q: 3 clusters Score -2.384386e+07 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182891 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -23843916.000000 Penalty: 6033.845703
	Iteration 19Q: 3 clusters Score -2.384392e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184161 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -23843744.000000 Penalty: 6033.845703
	Iteration 20F: 3 clusters Score -2.384374e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185197 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -23843668.000000 Penalty: 6033.845703
	Iteration 21Q: 3 clusters Score -2.384367e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186122 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -23843598.000000 Penalty: 6033.845703
	Iteration 22Q: 3 clusters Score -2.38436e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186907 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -23843586.000000 Penalty: 6033.845703
	Iteration 23Q: 3 clusters Score -2.384359e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187602 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -23843620.000000 Penalty: 6033.845703
	Iteration 24Q: 3 clusters Score -2.384362e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188178 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -23843544.000000 Penalty: 6033.845703
	Iteration 25Q: 3 clusters Score -2.384354e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188602 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -23843454.000000 Penalty: 6033.845703
	Iteration 26Q: 3 clusters Score -2.384345e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188959 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -23843338.000000 Penalty: 6033.845703
	Iteration 27Q: 3 clusters Score -2.384334e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189256 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -23843244.000000 Penalty: 6033.845703
	Iteration 28Q: 3 clusters Score -2.384324e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189483 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -23843150.000000 Penalty: 6033.845703
	Iteration 29Q: 3 clusters Score -2.384315e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189652 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -23843130.000000 Penalty: 6033.845703
	Iteration 30Q: 3 clusters Score -2.384313e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189795 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -23843062.000000 Penalty: 6033.845703
	Iteration 31Q: 3 clusters Score -2.384306e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189894 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -23843072.000000 Penalty: 6033.845703
	Iteration 32Q: 3 clusters Score -2.384307e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189964 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -23843074.000000 Penalty: 6033.845703
	Iteration 33Q: 3 clusters Score -2.384307e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190029 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -23843028.000000 Penalty: 6033.845703
	Iteration 34Q: 3 clusters Score -2.384303e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190082 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -23843054.000000 Penalty: 6033.845703
	Iteration 35Q: 3 clusters Score -2.384305e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190133 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -23843024.000000 Penalty: 6033.845703
	Iteration 36Q: 3 clusters Score -2.384302e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190177 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -23843010.000000 Penalty: 6033.845703
	Iteration 37Q: 3 clusters Score -2.384301e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190219 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -23843022.000000 Penalty: 6033.845703
	Iteration 38Q: 3 clusters Score -2.384302e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190254 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -23843020.000000 Penalty: 6033.845703
	Iteration 39Q: 3 clusters Score -2.384302e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190288 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -23843002.000000 Penalty: 6033.845703
	Iteration 40F: 3 clusters Score -2.3843e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190324 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -23842968.000000 Penalty: 6033.845703
	Iteration 41Q: 3 clusters Score -2.384297e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190356 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -23842988.000000 Penalty: 6033.845703
	Iteration 42Q: 3 clusters Score -2.384299e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190379 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -23842982.000000 Penalty: 6033.845703
	Iteration 43Q: 3 clusters Score -2.384298e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190397 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -23842978.000000 Penalty: 6033.845703
	Iteration 44Q: 3 clusters Score -2.384298e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190419 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -23842948.000000 Penalty: 6033.845703
	Iteration 45Q: 3 clusters Score -2.384295e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190437 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -23842916.000000 Penalty: 6033.845703
	Iteration 46Q: 3 clusters Score -2.384292e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190453 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -23842946.000000 Penalty: 6033.845703
	Iteration 47Q: 3 clusters Score -2.384295e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190466 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -23842940.000000 Penalty: 6033.845703
	Iteration 48Q: 3 clusters Score -2.384294e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190480 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -23842948.000000 Penalty: 6033.845703
	Iteration 49Q: 3 clusters Score -2.384295e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190490 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -23842926.000000 Penalty: 6033.845703
	Iteration 50Q: 3 clusters Score -2.384293e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190501 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -23842936.000000 Penalty: 6033.845703
	Iteration 51Q: 3 clusters Score -2.384294e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190509 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -23842918.000000 Penalty: 6033.845703
	Iteration 52Q: 3 clusters Score -2.384292e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190516 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -23842912.000000 Penalty: 6033.845703
	Iteration 53Q: 3 clusters Score -2.384291e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190524 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -23842928.000000 Penalty: 6033.845703
	Iteration 54Q: 3 clusters Score -2.384293e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190528 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -23842912.000000 Penalty: 6033.845703
	Iteration 55Q: 3 clusters Score -2.384291e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190530 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -23842914.000000 Penalty: 6033.845703
	Iteration 56Q: 3 clusters Score -2.384291e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190536 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -23842920.000000 Penalty: 6033.845703
	Iteration 57Q: 3 clusters Score -2.384292e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190543 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -23842922.000000 Penalty: 6033.845703
	Iteration 58Q: 3 clusters Score -2.384292e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190545 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -23842904.000000 Penalty: 6033.845703
	Iteration 59Q: 3 clusters Score -2.38429e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190549 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -23842900.000000 Penalty: 6033.845703
	Iteration 60F: 3 clusters Score -2.38429e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190551 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -23842886.000000 Penalty: 6033.845703
	Iteration 61Q: 3 clusters Score -2.384289e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190554 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -23842898.000000 Penalty: 6033.845703
	Iteration 62Q: 3 clusters Score -2.38429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190557 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -23842906.000000 Penalty: 6033.845703
	Iteration 63Q: 3 clusters Score -2.384291e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190562 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -23842904.000000 Penalty: 6033.845703
	Iteration 64Q: 3 clusters Score -2.38429e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190568 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -23842906.000000 Penalty: 6033.845703
	Iteration 65Q: 3 clusters Score -2.384291e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190573 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -23842912.000000 Penalty: 6033.845703
	Iteration 66Q: 3 clusters Score -2.384291e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190576 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -23842920.000000 Penalty: 6033.845703
	Iteration 67Q: 3 clusters Score -2.384292e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190582 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -23842902.000000 Penalty: 6033.845703
	Iteration 68Q: 3 clusters Score -2.38429e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190586 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -23842904.000000 Penalty: 6033.845703
	Iteration 69Q: 3 clusters Score -2.38429e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190587 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -23842912.000000 Penalty: 6033.845703
	Iteration 70Q: 3 clusters Score -2.384291e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190588 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -23842900.000000 Penalty: 6033.845703
	Iteration 71Q: 3 clusters Score -2.38429e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190591 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -23842910.000000 Penalty: 6033.845703
	Iteration 72Q: 3 clusters Score -2.384291e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190593 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -23842910.000000 Penalty: 6033.845703
	Iteration 73Q: 3 clusters Score -2.384291e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190595 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -23842910.000000 Penalty: 6033.845703
	Iteration 74Q: 3 clusters Score -2.384291e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190598 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -23842894.000000 Penalty: 6033.845703
	Iteration 75Q: 3 clusters Score -2.384289e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190605 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -23842904.000000 Penalty: 6033.845703
	Iteration 76Q: 3 clusters Score -2.38429e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190611 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -23842874.000000 Penalty: 6033.845703
	Iteration 77Q: 3 clusters Score -2.384287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190613 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -23842884.000000 Penalty: 6033.845703
	Iteration 78Q: 3 clusters Score -2.384288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190615 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -23842876.000000 Penalty: 6033.845703
	Iteration 79Q: 3 clusters Score -2.384288e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190617 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -23842886.000000 Penalty: 6033.845703
	Iteration 80F: 3 clusters Score -2.384289e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -27363.125000 Penalty: 1399.192993
	Iteration 0F: 2 clusters Score -27363.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -26126.423828 Penalty: 2798.385986
	Iteration 0F: 3 clusters Score -26126.42 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -26212.738281 Penalty: 2798.385986
	Iteration 1F: 3 clusters Score -26212.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -26228.414062 Penalty: 2798.385986
	Iteration 2Q: 3 clusters Score -26228.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -26232.970703 Penalty: 2798.385986
	Iteration 3Q: 3 clusters Score -26232.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -26241.029297 Penalty: 2798.385986
	Iteration 4Q: 3 clusters Score -26241.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -26242.238281 Penalty: 2798.385986
	Iteration 5Q: 3 clusters Score -26242.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -26243.941406 Penalty: 2798.385986
	Iteration 6Q: 3 clusters Score -26243.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -26243.941406 Penalty: 2798.385986
	Iteration 7F: 3 clusters Score -26243.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Entering Unmasked Estep 
Score: -2495257.000000 Penalty: 2454.747070
	Iteration 0F: 2 clusters Score -2495257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -2481280.500000 Penalty: 4909.494141
	Iteration 0F: 3 clusters Score -2481280 nChanged 8744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -2486140.000000 Penalty: 4909.494141
	Iteration 1F: 3 clusters Score -2486140 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -2486732.750000 Penalty: 4909.494141
	Iteration 2F: 3 clusters Score -2486733 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -2487289.250000 Penalty: 4909.494141
	Iteration 3F: 3 clusters Score -2487289 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -2487917.500000 Penalty: 4909.494141
	Iteration 4F: 3 clusters Score -2487918 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -2488670.000000 Penalty: 4909.494141
	Iteration 5F: 3 clusters Score -2488670 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -2489574.750000 Penalty: 4909.494141
	Iteration 6F: 3 clusters Score -2489575 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -2490544.500000 Penalty: 4909.494141
	Iteration 7F: 3 clusters Score -2490544 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -2491506.250000 Penalty: 4909.494141
	Iteration 8F: 3 clusters Score -2491506 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -2492269.500000 Penalty: 4909.494141
	Iteration 9Q: 3 clusters Score -2492270 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -2492694.750000 Penalty: 4909.494141
	Iteration 10Q: 3 clusters Score -2492695 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15849 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -2492881.750000 Penalty: 4909.494141
	Iteration 11Q: 3 clusters Score -2492882 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -2492973.250000 Penalty: 4909.494141
	Iteration 12Q: 3 clusters Score -2492973 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -2493037.000000 Penalty: 4909.494141
	Iteration 13Q: 3 clusters Score -2493037 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -2493077.000000 Penalty: 4909.494141
	Iteration 14Q: 3 clusters Score -2493077 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -2493104.750000 Penalty: 4909.494141
	Iteration 15Q: 3 clusters Score -2493105 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -2493124.250000 Penalty: 4909.494141
	Iteration 16Q: 3 clusters Score -2493124 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -2493138.000000 Penalty: 4909.494141
	Iteration 17Q: 3 clusters Score -2493138 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -2493145.250000 Penalty: 4909.494141
	Iteration 18Q: 3 clusters Score -2493145 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -2493157.250000 Penalty: 4909.494141
	Iteration 19Q: 3 clusters Score -2493157 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -2493168.500000 Penalty: 4909.494141
	Iteration 20F: 3 clusters Score -2493168 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -2493184.250000 Penalty: 4909.494141
	Iteration 21Q: 3 clusters Score -2493184 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2493198.000000 Penalty: 4909.494141
	Iteration 22Q: 3 clusters Score -2493198 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -2493207.500000 Penalty: 4909.494141
	Iteration 23Q: 3 clusters Score -2493208 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -2493210.000000 Penalty: 4909.494141
	Iteration 24Q: 3 clusters Score -2493210 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -2493213.000000 Penalty: 4909.494141
	Iteration 25Q: 3 clusters Score -2493213 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -2493219.250000 Penalty: 4909.494141
	Iteration 26Q: 3 clusters Score -2493219 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -2493229.250000 Penalty: 4909.494141
	Iteration 27Q: 3 clusters Score -2493229 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2493247.250000 Penalty: 4909.494141
	Iteration 28Q: 3 clusters Score -2493247 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -2493248.250000 Penalty: 4909.494141
	Iteration 29Q: 3 clusters Score -2493248 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17193 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -2493253.000000 Penalty: 4909.494141
	Iteration 30Q: 3 clusters Score -2493253 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2493257.000000 Penalty: 4909.494141
	Iteration 31Q: 3 clusters Score -2493257 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2493258.250000 Penalty: 4909.494141
	Iteration 32Q: 3 clusters Score -2493258 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -2493258.250000 Penalty: 4909.494141
	Iteration 33Q: 3 clusters Score -2493258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2493267.500000 Penalty: 4909.494141
	Iteration 34Q: 3 clusters Score -2493268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -2493271.000000 Penalty: 4909.494141
	Iteration 35Q: 3 clusters Score -2493271 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -2493277.500000 Penalty: 4909.494141
	Iteration 36Q: 3 clusters Score -2493278 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -2493284.750000 Penalty: 4909.494141
	Iteration 37Q: 3 clusters Score -2493285 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -2493292.250000 Penalty: 4909.494141
	Iteration 38Q: 3 clusters Score -2493292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2493291.250000 Penalty: 4909.494141
	Iteration 39Q: 3 clusters Score -2493291 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -2493294.500000 Penalty: 4909.494141
	Iteration 40F: 3 clusters Score -2493294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2493296.750000 Penalty: 4909.494141
	Iteration 41Q: 3 clusters Score -2493297 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2493309.750000 Penalty: 4909.494141
	Iteration 42Q: 3 clusters Score -2493310 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2493317.750000 Penalty: 4909.494141
	Iteration 43Q: 3 clusters Score -2493318 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2493317.500000 Penalty: 4909.494141
	Iteration 44Q: 3 clusters Score -2493318 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2493331.250000 Penalty: 4909.494141
	Iteration 45Q: 3 clusters Score -2493331 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2493329.250000 Penalty: 4909.494141
	Iteration 46Q: 3 clusters Score -2493329 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2493337.250000 Penalty: 4909.494141
	Iteration 47Q: 3 clusters Score -2493337 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2493338.750000 Penalty: 4909.494141
	Iteration 48Q: 3 clusters Score -2493339 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2493338.750000 Penalty: 4909.494141
	Iteration 49Q: 3 clusters Score -2493339 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2493345.750000 Penalty: 4909.494141
	Iteration 50Q: 3 clusters Score -2493346 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2493356.250000 Penalty: 4909.494141
	Iteration 51Q: 3 clusters Score -2493356 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -2493367.250000 Penalty: 4909.494141
	Iteration 52Q: 3 clusters Score -2493367 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2493369.000000 Penalty: 4909.494141
	Iteration 53Q: 3 clusters Score -2493369 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2493369.000000 Penalty: 4909.494141
	Iteration 54Q: 3 clusters Score -2493369 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -2493369.750000 Penalty: 4909.494141
	Iteration 55Q: 3 clusters Score -2493370 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2493373.250000 Penalty: 4909.494141
	Iteration 56Q: 3 clusters Score -2493373 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2493379.500000 Penalty: 4909.494141
	Iteration 57Q: 3 clusters Score -2493380 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2493388.000000 Penalty: 4909.494141
	Iteration 58Q: 3 clusters Score -2493388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2493396.500000 Penalty: 4909.494141
	Iteration 59Q: 3 clusters Score -2493396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2493401.500000 Penalty: 4909.494141
	Iteration 60F: 3 clusters Score -2493402 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2493408.750000 Penalty: 4909.494141
	Iteration 61Q: 3 clusters Score -2493409 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2493417.750000 Penalty: 4909.494141
	Iteration 62Q: 3 clusters Score -2493418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2493420.000000 Penalty: 4909.494141
	Iteration 63Q: 3 clusters Score -2493420 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2493427.750000 Penalty: 4909.494141
	Iteration 64Q: 3 clusters Score -2493428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2493427.500000 Penalty: 4909.494141
	Iteration 65Q: 3 clusters Score -2493428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2493428.000000 Penalty: 4909.494141
	Iteration 66Q: 3 clusters Score -2493428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2493428.250000 Penalty: 4909.494141
	Iteration 67Q: 3 clusters Score -2493428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -2493427.250000 Penalty: 4909.494141
	Iteration 68Q: 3 clusters Score -2493427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2493428.500000 Penalty: 4909.494141
	Iteration 69Q: 3 clusters Score -2493428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2493426.750000 Penalty: 4909.494141
	Iteration 70Q: 3 clusters Score -2493427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2493427.000000 Penalty: 4909.494141
	Iteration 71Q: 3 clusters Score -2493427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17996 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2493431.500000 Penalty: 4909.494141
	Iteration 72Q: 3 clusters Score -2493432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -2493428.000000 Penalty: 4909.494141
	Iteration 73Q: 3 clusters Score -2493428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2493428.500000 Penalty: 4909.494141
	Iteration 74Q: 3 clusters Score -2493428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2493428.250000 Penalty: 4909.494141
	Iteration 75Q: 3 clusters Score -2493428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2493428.500000 Penalty: 4909.494141
	Iteration 76Q: 3 clusters Score -2493428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2493424.750000 Penalty: 4909.494141
	Iteration 77Q: 3 clusters Score -2493425 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2493424.750000 Penalty: 4909.494141
	Iteration 78Q: 3 clusters Score -2493425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2493427.000000 Penalty: 4909.494141
	Iteration 79Q: 3 clusters Score -2493427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2493426.250000 Penalty: 4909.494141
	Iteration 80F: 3 clusters Score -2493426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -2493428.750000 Penalty: 4909.494141
	Iteration 81Q: 3 clusters Score -2493429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2493434.000000 Penalty: 4909.494141
	Iteration 82Q: 3 clusters Score -2493434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2493440.000000 Penalty: 4909.494141
	Iteration 83Q: 3 clusters Score -2493440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2493437.000000 Penalty: 4909.494141
	Iteration 84Q: 3 clusters Score -2493437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2493437.250000 Penalty: 4909.494141
	Iteration 85Q: 3 clusters Score -2493437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -2493439.750000 Penalty: 4909.494141
	Iteration 86Q: 3 clusters Score -2493440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -2493435.000000 Penalty: 4909.494141
	Iteration 87Q: 3 clusters Score -2493435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2493434.750000 Penalty: 4909.494141
	Iteration 88Q: 3 clusters Score -2493435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2493435.750000 Penalty: 4909.494141
	Iteration 89Q: 3 clusters Score -2493436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2493435.500000 Penalty: 4909.494141
	Iteration 90Q: 3 clusters Score -2493436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2493436.500000 Penalty: 4909.494141
	Iteration 91Q: 3 clusters Score -2493436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2493436.500000 Penalty: 4909.494141
	Iteration 92Q: 3 clusters Score -2493436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2493436.500000 Penalty: 4909.494141
	Iteration 93F: 3 clusters Score -2493436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (62992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62992 members 
Entering Unmasked Estep 
Score: -7659821.000000 Penalty: 2740.589355
	Iteration 0F: 2 clusters Score -7659821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31437 members 
Mstep: Class 2 contains 31555 members 
Entering Unmasked Estep 
Score: -7617541.000000 Penalty: 5481.178711
	Iteration 0F: 3 clusters Score -7617541 nChanged 29315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -7633767.000000 Penalty: 5481.178711
	Iteration 1F: 3 clusters Score -7633767 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31102 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -7634169.500000 Penalty: 5481.178711
	Iteration 2Q: 3 clusters Score -7634170 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30846 members 
Mstep: Class 2 contains 32146 members 
Entering Unmasked Estep 
Score: -7634507.500000 Penalty: 5481.178711
	Iteration 3Q: 3 clusters Score -7634508 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30448 members 
Mstep: Class 2 contains 32544 members 
Entering Unmasked Estep 
Score: -7634854.000000 Penalty: 5481.178711
	Iteration 4Q: 3 clusters Score -7634854 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -7635220.500000 Penalty: 5481.178711
	Iteration 5Q: 3 clusters Score -7635220 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 33998 members 
Entering Unmasked Estep 
Score: -7635546.000000 Penalty: 5481.178711
	Iteration 6Q: 3 clusters Score -7635546 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 35189 members 
Entering Unmasked Estep 
Score: -7635993.500000 Penalty: 5481.178711
	Iteration 7Q: 3 clusters Score -7635994 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 36944 members 
Entering Unmasked Estep 
Score: -7636738.500000 Penalty: 5481.178711
	Iteration 8Q: 3 clusters Score -7636738 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23518 members 
Mstep: Class 2 contains 39474 members 
Entering Unmasked Estep 
Score: -7637923.000000 Penalty: 5481.178711
	Iteration 9Q: 3 clusters Score -7637923 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 43009 members 
Entering Unmasked Estep 
Score: -7639930.000000 Penalty: 5481.178711
	Iteration 10F: 3 clusters Score -7639930 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 47564 members 
Entering Unmasked Estep 
Score: -7643233.000000 Penalty: 5481.178711
	Iteration 11F: 3 clusters Score -7643233 nChanged 5069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 52625 members 
Entering Unmasked Estep 
Score: -7647381.000000 Penalty: 5481.178711
	Iteration 12F: 3 clusters Score -7647381 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 57195 members 
Entering Unmasked Estep 
Score: -7651579.000000 Penalty: 5481.178711
	Iteration 13F: 3 clusters Score -7651579 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 60344 members 
Entering Unmasked Estep 
Score: -7654680.500000 Penalty: 5481.178711
	Iteration 14Q: 3 clusters Score -7654680 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 61882 members 
Entering Unmasked Estep 
Score: -7656336.000000 Penalty: 5481.178711
	Iteration 15Q: 3 clusters Score -7656336 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 62442 members 
Entering Unmasked Estep 
Score: -7656966.500000 Penalty: 5481.178711
	Iteration 16Q: 3 clusters Score -7656966 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 62591 members 
Entering Unmasked Estep 
Score: -7657173.500000 Penalty: 5481.178711
	Iteration 17Q: 3 clusters Score -7657174 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 62646 members 
Entering Unmasked Estep 
Score: -7657263.000000 Penalty: 5481.178711
	Iteration 18Q: 3 clusters Score -7657263 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 62666 members 
Entering Unmasked Estep 
Score: -7657312.000000 Penalty: 5481.178711
	Iteration 19Q: 3 clusters Score -7657312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 62668 members 
Entering Unmasked Estep 
Score: -7657322.000000 Penalty: 5481.178711
	Iteration 20F: 3 clusters Score -7657322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 62673 members 
Entering Unmasked Estep 
Score: -7657338.500000 Penalty: 5481.178711
	Iteration 21Q: 3 clusters Score -7657338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 62681 members 
Entering Unmasked Estep 
Score: -7657355.500000 Penalty: 5481.178711
	Iteration 22Q: 3 clusters Score -7657356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 62684 members 
Entering Unmasked Estep 
Score: -7657374.500000 Penalty: 5481.178711
	Iteration 23Q: 3 clusters Score -7657374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 62684 members 
Entering Unmasked Estep 
Score: -7657383.000000 Penalty: 5481.178711
	Iteration 24Q: 3 clusters Score -7657383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 62684 members 
Entering Unmasked Estep 
Score: -7657384.000000 Penalty: 5481.178711
	Iteration 25Q: 3 clusters Score -7657384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 62685 members 
Entering Unmasked Estep 
Score: -7657393.000000 Penalty: 5481.178711
	Iteration 26Q: 3 clusters Score -7657393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 62686 members 
Entering Unmasked Estep 
Score: -7657399.500000 Penalty: 5481.178711
	Iteration 27Q: 3 clusters Score -7657400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 62688 members 
Entering Unmasked Estep 
Score: -7657395.000000 Penalty: 5481.178711
	Iteration 28Q: 3 clusters Score -7657395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 62692 members 
Entering Unmasked Estep 
Score: -7657402.500000 Penalty: 5481.178711
	Iteration 29Q: 3 clusters Score -7657402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 62695 members 
Entering Unmasked Estep 
Score: -7657403.500000 Penalty: 5481.178711
	Iteration 30Q: 3 clusters Score -7657404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 62696 members 
Entering Unmasked Estep 
Score: -7657410.000000 Penalty: 5481.178711
	Iteration 31Q: 3 clusters Score -7657410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 62695 members 
Entering Unmasked Estep 
Score: -7657414.000000 Penalty: 5481.178711
	Iteration 32Q: 3 clusters Score -7657414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 62696 members 
Entering Unmasked Estep 
Score: -7657416.500000 Penalty: 5481.178711
	Iteration 33Q: 3 clusters Score -7657416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 62696 members 
Entering Unmasked Estep 
Score: -7657416.500000 Penalty: 5481.178711
	Iteration 34F: 3 clusters Score -7657416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (66579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66579 members 
Entering Unmasked Estep 
Score: -8430251.000000 Penalty: 2754.323975
	Iteration 0F: 2 clusters Score -8430251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -8385421.500000 Penalty: 5508.647949
	Iteration 0F: 3 clusters Score -8385422 nChanged 31000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -8403064.000000 Penalty: 5508.647949
	Iteration 1F: 3 clusters Score -8403064 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30747 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -8403738.000000 Penalty: 5508.647949
	Iteration 2Q: 3 clusters Score -8403738 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 37380 members 
Entering Unmasked Estep 
Score: -8404542.000000 Penalty: 5508.647949
	Iteration 3Q: 3 clusters Score -8404542 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 39482 members 
Entering Unmasked Estep 
Score: -8405619.000000 Penalty: 5508.647949
	Iteration 4Q: 3 clusters Score -8405619 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24204 members 
Mstep: Class 2 contains 42375 members 
Entering Unmasked Estep 
Score: -8407252.000000 Penalty: 5508.647949
	Iteration 5Q: 3 clusters Score -8407252 nChanged 4030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 46175 members 
Entering Unmasked Estep 
Score: -8409808.000000 Penalty: 5508.647949
	Iteration 6F: 3 clusters Score -8409808 nChanged 4845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15633 members 
Mstep: Class 2 contains 50946 members 
Entering Unmasked Estep 
Score: -8413507.000000 Penalty: 5508.647949
	Iteration 7F: 3 clusters Score -8413507 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 56103 members 
Entering Unmasked Estep 
Score: -8418155.000000 Penalty: 5508.647949
	Iteration 8F: 3 clusters Score -8418155 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 60736 members 
Entering Unmasked Estep 
Score: -8422611.000000 Penalty: 5508.647949
	Iteration 9F: 3 clusters Score -8422611 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 63786 members 
Entering Unmasked Estep 
Score: -8425477.000000 Penalty: 5508.647949
	Iteration 10Q: 3 clusters Score -8425477 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 65285 members 
Entering Unmasked Estep 
Score: -8426859.000000 Penalty: 5508.647949
	Iteration 11Q: 3 clusters Score -8426859 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 65875 members 
Entering Unmasked Estep 
Score: -8427404.000000 Penalty: 5508.647949
	Iteration 12Q: 3 clusters Score -8427404 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 66091 members 
Entering Unmasked Estep 
Score: -8427610.000000 Penalty: 5508.647949
	Iteration 13Q: 3 clusters Score -8427610 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 66190 members 
Entering Unmasked Estep 
Score: -8427706.000000 Penalty: 5508.647949
	Iteration 14Q: 3 clusters Score -8427706 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 66228 members 
Entering Unmasked Estep 
Score: -8427753.000000 Penalty: 5508.647949
	Iteration 15Q: 3 clusters Score -8427753 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 66250 members 
Entering Unmasked Estep 
Score: -8427798.000000 Penalty: 5508.647949
	Iteration 16Q: 3 clusters Score -8427798 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 66266 members 
Entering Unmasked Estep 
Score: -8427836.000000 Penalty: 5508.647949
	Iteration 17Q: 3 clusters Score -8427836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 66272 members 
Entering Unmasked Estep 
Score: -8427858.000000 Penalty: 5508.647949
	Iteration 18Q: 3 clusters Score -8427858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 66281 members 
Entering Unmasked Estep 
Score: -8427866.000000 Penalty: 5508.647949
	Iteration 19Q: 3 clusters Score -8427866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 66285 members 
Entering Unmasked Estep 
Score: -8427880.000000 Penalty: 5508.647949
	Iteration 20F: 3 clusters Score -8427880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 66288 members 
Entering Unmasked Estep 
Score: -8427887.000000 Penalty: 5508.647949
	Iteration 21Q: 3 clusters Score -8427887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 66291 members 
Entering Unmasked Estep 
Score: -8427894.000000 Penalty: 5508.647949
	Iteration 22Q: 3 clusters Score -8427894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 66289 members 
Entering Unmasked Estep 
Score: -8427900.000000 Penalty: 5508.647949
	Iteration 23Q: 3 clusters Score -8427900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 66288 members 
Entering Unmasked Estep 
Score: -8427897.000000 Penalty: 5508.647949
	Iteration 24Q: 3 clusters Score -8427897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 66291 members 
Entering Unmasked Estep 
Score: -8427902.000000 Penalty: 5508.647949
	Iteration 25Q: 3 clusters Score -8427902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 66291 members 
Entering Unmasked Estep 
Score: -8427906.000000 Penalty: 5508.647949
	Iteration 26Q: 3 clusters Score -8427906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 66293 members 
Entering Unmasked Estep 
Score: -8427904.000000 Penalty: 5508.647949
	Iteration 27Q: 3 clusters Score -8427904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 66295 members 
Entering Unmasked Estep 
Score: -8427907.000000 Penalty: 5508.647949
	Iteration 28Q: 3 clusters Score -8427907 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 66295 members 
Entering Unmasked Estep 
Score: -8427907.000000 Penalty: 5508.647949
	Iteration 29F: 3 clusters Score -8427907 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Entering Unmasked Estep 
Score: -152052.328125 Penalty: 1783.847656
	Iteration 0F: 2 clusters Score -152052.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -149937.468750 Penalty: 3567.695312
	Iteration 0F: 3 clusters Score -149937.5 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -150499.515625 Penalty: 3567.695312
	Iteration 1F: 3 clusters Score -150499.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -150728.125000 Penalty: 3567.695312
	Iteration 2F: 3 clusters Score -150728.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -150976.984375 Penalty: 3567.695312
	Iteration 3F: 3 clusters Score -150977 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -151415.796875 Penalty: 3567.695312
	Iteration 4F: 3 clusters Score -151415.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -151684.062500 Penalty: 3567.695312
	Iteration 5Q: 3 clusters Score -151684.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -151895.781250 Penalty: 3567.695312
	Iteration 6Q: 3 clusters Score -151895.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -151987.453125 Penalty: 3567.695312
	Iteration 7Q: 3 clusters Score -151987.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -152026.578125 Penalty: 3567.695312
	Iteration 8Q: 3 clusters Score -152026.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -152042.796875 Penalty: 3567.695312
	Iteration 9Q: 3 clusters Score -152042.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -152055.703125 Penalty: 3567.695312
	Iteration 10Q: 3 clusters Score -152055.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -152064.562500 Penalty: 3567.695312
	Iteration 11Q: 3 clusters Score -152064.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -152072.296875 Penalty: 3567.695312
	Iteration 12Q: 3 clusters Score -152072.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -152075.062500 Penalty: 3567.695312
	Iteration 13Q: 3 clusters Score -152075.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -152075.062500 Penalty: 3567.695312
	Iteration 14F: 3 clusters Score -152075.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 26359 members 
Mstep: Class 3 contains 45288 members 
Mstep: Class 4 contains 221593 members 
Mstep: Class 5 contains 13593 members 
Mstep: Class 6 contains 6615 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60573 members 
Mstep: Class 9 contains 42308 members 
Mstep: Class 10 contains 22074 members 
Mstep: Class 11 contains 6516 members 
Mstep: Class 12 contains 17905 members 
Mstep: Class 13 contains 33620 members 
Mstep: Class 14 contains 2169 members 
Mstep: Class 15 contains 4237 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 17 contains 2700 members 
Mstep: Class 18 contains 191954 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19894 members 
Mstep: Class 21 contains 62992 members 
Mstep: Class 22 contains 508 members 
Mstep: Class 23 contains 66579 members 
Mstep: Class 24 contains 822 members 
Entering Unmasked Estep 
Score: -104757288.000000 Penalty: 81314.312500
Splitting cluster 24 changes total score from -104758936.000000 to -104757288.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 26359 members 
Mstep: Class 3 contains 45288 members 
Mstep: Class 4 contains 221593 members 
Mstep: Class 5 contains 13593 members 
Mstep: Class 6 contains 6615 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60573 members 
Mstep: Class 9 contains 42308 members 
Mstep: Class 10 contains 22074 members 
Mstep: Class 11 contains 6516 members 
Mstep: Class 12 contains 17905 members 
Mstep: Class 13 contains 33620 members 
Mstep: Class 14 contains 2169 members 
Mstep: Class 15 contains 4237 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 17 contains 2700 members 
Mstep: Class 18 contains 191954 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19894 members 
Mstep: Class 21 contains 62992 members 
Mstep: Class 23 contains 66579 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758888.000000 Penalty: 77926.218750
Iteration 359Q: 24 clusters Score -1.047589e+08 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 26367 members 
Mstep: Class 3 contains 45289 members 
Mstep: Class 4 contains 221561 members 
Mstep: Class 5 contains 13591 members 
Mstep: Class 6 contains 6615 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60568 members 
Mstep: Class 9 contains 42310 members 
Mstep: Class 10 contains 22076 members 
Mstep: Class 11 contains 6512 members 
Mstep: Class 12 contains 17910 members 
Mstep: Class 13 contains 33612 members 
Mstep: Class 14 contains 2170 members 
Mstep: Class 15 contains 4238 members 
Mstep: Class 16 contains 1958 members 
Mstep: Class 17 contains 2700 members 
Mstep: Class 18 contains 191872 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19897 members 
Mstep: Class 21 contains 62959 members 
Mstep: Class 23 contains 66721 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759056.000000 Penalty: 77926.218750
Iteration 360F: 24 clusters Score -1.047591e+08 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26370 members 
Mstep: Class 3 contains 45296 members 
Mstep: Class 4 contains 221526 members 
Mstep: Class 5 contains 13591 members 
Mstep: Class 6 contains 6615 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60567 members 
Mstep: Class 9 contains 42311 members 
Mstep: Class 10 contains 22077 members 
Mstep: Class 11 contains 6509 members 
Mstep: Class 12 contains 17910 members 
Mstep: Class 13 contains 33603 members 
Mstep: Class 14 contains 2171 members 
Mstep: Class 15 contains 4237 members 
Mstep: Class 16 contains 1960 members 
Mstep: Class 17 contains 2700 members 
Mstep: Class 18 contains 191808 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19896 members 
Mstep: Class 21 contains 62914 members 
Mstep: Class 23 contains 66864 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
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Score: -104758984.000000 Penalty: 77926.218750
Iteration 361Q: 24 clusters Score -1.04759e+08 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26374 members 
Mstep: Class 3 contains 45303 members 
Mstep: Class 4 contains 221492 members 
Mstep: Class 5 contains 13593 members 
Mstep: Class 6 contains 6616 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60576 members 
Mstep: Class 9 contains 42311 members 
Mstep: Class 10 contains 22082 members 
Mstep: Class 11 contains 6505 members 
Mstep: Class 12 contains 17911 members 
Mstep: Class 13 contains 33593 members 
Mstep: Class 14 contains 2171 members 
Mstep: Class 15 contains 4235 members 
Mstep: Class 16 contains 1960 members 
Mstep: Class 17 contains 2700 members 
Mstep: Class 18 contains 191751 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19897 members 
Mstep: Class 21 contains 62885 members 
Mstep: Class 23 contains 66970 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
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Score: -104759136.000000 Penalty: 77926.218750
Iteration 362Q: 24 clusters Score -1.047591e+08 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26382 members 
Mstep: Class 3 contains 45305 members 
Mstep: Class 4 contains 221428 members 
Mstep: Class 5 contains 13588 members 
Mstep: Class 6 contains 6616 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60586 members 
Mstep: Class 9 contains 42314 members 
Mstep: Class 10 contains 22085 members 
Mstep: Class 11 contains 6498 members 
Mstep: Class 12 contains 17905 members 
Mstep: Class 13 contains 33582 members 
Mstep: Class 14 contains 2172 members 
Mstep: Class 15 contains 4234 members 
Mstep: Class 16 contains 1960 members 
Mstep: Class 17 contains 2700 members 
Mstep: Class 18 contains 191710 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19895 members 
Mstep: Class 21 contains 62851 members 
Mstep: Class 23 contains 67114 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
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Iteration 363Q: 24 clusters Score -1.047589e+08 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26381 members 
Mstep: Class 3 contains 45302 members 
Mstep: Class 4 contains 221343 members 
Mstep: Class 5 contains 13588 members 
Mstep: Class 6 contains 6616 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60593 members 
Mstep: Class 9 contains 42322 members 
Mstep: Class 10 contains 22086 members 
Mstep: Class 11 contains 6492 members 
Mstep: Class 12 contains 17902 members 
Mstep: Class 13 contains 33571 members 
Mstep: Class 14 contains 2175 members 
Mstep: Class 15 contains 4230 members 
Mstep: Class 16 contains 1961 members 
Mstep: Class 17 contains 2700 members 
Mstep: Class 18 contains 191701 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19889 members 
Mstep: Class 21 contains 62815 members 
Mstep: Class 23 contains 67257 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104758800.000000 Penalty: 77926.218750
Iteration 364Q: 24 clusters Score -1.047588e+08 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26384 members 
Mstep: Class 3 contains 45306 members 
Mstep: Class 4 contains 221254 members 
Mstep: Class 5 contains 13588 members 
Mstep: Class 6 contains 6616 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60598 members 
Mstep: Class 9 contains 42333 members 
Mstep: Class 10 contains 22088 members 
Mstep: Class 11 contains 6480 members 
Mstep: Class 12 contains 17902 members 
Mstep: Class 13 contains 33560 members 
Mstep: Class 14 contains 2172 members 
Mstep: Class 15 contains 4232 members 
Mstep: Class 16 contains 1962 members 
Mstep: Class 17 contains 2701 members 
Mstep: Class 18 contains 191673 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19885 members 
Mstep: Class 21 contains 62787 members 
Mstep: Class 23 contains 67403 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
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Score: -104758928.000000 Penalty: 77926.218750
Iteration 365Q: 24 clusters Score -1.047589e+08 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26385 members 
Mstep: Class 3 contains 45314 members 
Mstep: Class 4 contains 221197 members 
Mstep: Class 5 contains 13589 members 
Mstep: Class 6 contains 6617 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60609 members 
Mstep: Class 9 contains 42341 members 
Mstep: Class 10 contains 22092 members 
Mstep: Class 11 contains 6468 members 
Mstep: Class 12 contains 17901 members 
Mstep: Class 13 contains 33542 members 
Mstep: Class 14 contains 2174 members 
Mstep: Class 15 contains 4233 members 
Mstep: Class 16 contains 1962 members 
Mstep: Class 17 contains 2702 members 
Mstep: Class 18 contains 191604 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19886 members 
Mstep: Class 21 contains 62760 members 
Mstep: Class 23 contains 67548 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
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Iteration 366Q: 24 clusters Score -1.04759e+08 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26381 members 
Mstep: Class 3 contains 45322 members 
Mstep: Class 4 contains 221144 members 
Mstep: Class 5 contains 13587 members 
Mstep: Class 6 contains 6617 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60611 members 
Mstep: Class 9 contains 42346 members 
Mstep: Class 10 contains 22096 members 
Mstep: Class 11 contains 6460 members 
Mstep: Class 12 contains 17904 members 
Mstep: Class 13 contains 33517 members 
Mstep: Class 14 contains 2179 members 
Mstep: Class 15 contains 4232 members 
Mstep: Class 16 contains 1963 members 
Mstep: Class 17 contains 2702 members 
Mstep: Class 18 contains 191530 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19883 members 
Mstep: Class 21 contains 62744 members 
Mstep: Class 23 contains 67706 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
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Score: -104758840.000000 Penalty: 77926.218750
Iteration 367Q: 24 clusters Score -1.047588e+08 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26380 members 
Mstep: Class 3 contains 45328 members 
Mstep: Class 4 contains 221081 members 
Mstep: Class 5 contains 13586 members 
Mstep: Class 6 contains 6617 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60618 members 
Mstep: Class 9 contains 42356 members 
Mstep: Class 10 contains 22098 members 
Mstep: Class 11 contains 6453 members 
Mstep: Class 12 contains 17910 members 
Mstep: Class 13 contains 33489 members 
Mstep: Class 14 contains 2184 members 
Mstep: Class 15 contains 4231 members 
Mstep: Class 16 contains 1966 members 
Mstep: Class 17 contains 2702 members 
Mstep: Class 18 contains 191461 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19876 members 
Mstep: Class 21 contains 62721 members 
Mstep: Class 23 contains 67867 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
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Iteration 368Q: 24 clusters Score -1.047588e+08 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26385 members 
Mstep: Class 3 contains 45332 members 
Mstep: Class 4 contains 221018 members 
Mstep: Class 5 contains 13586 members 
Mstep: Class 6 contains 6617 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60632 members 
Mstep: Class 9 contains 42361 members 
Mstep: Class 10 contains 22096 members 
Mstep: Class 11 contains 6445 members 
Mstep: Class 12 contains 17910 members 
Mstep: Class 13 contains 33463 members 
Mstep: Class 14 contains 2182 members 
Mstep: Class 15 contains 4230 members 
Mstep: Class 16 contains 1968 members 
Mstep: Class 17 contains 2702 members 
Mstep: Class 18 contains 191425 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19869 members 
Mstep: Class 21 contains 62696 members 
Mstep: Class 23 contains 68007 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 369Q: 24 clusters Score -1.04759e+08 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26391 members 
Mstep: Class 3 contains 45335 members 
Mstep: Class 4 contains 220941 members 
Mstep: Class 5 contains 13587 members 
Mstep: Class 6 contains 6617 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60651 members 
Mstep: Class 9 contains 42363 members 
Mstep: Class 10 contains 22093 members 
Mstep: Class 11 contains 6431 members 
Mstep: Class 12 contains 17914 members 
Mstep: Class 13 contains 33442 members 
Mstep: Class 14 contains 2183 members 
Mstep: Class 15 contains 4230 members 
Mstep: Class 16 contains 1969 members 
Mstep: Class 17 contains 2702 members 
Mstep: Class 18 contains 191378 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19864 members 
Mstep: Class 21 contains 62680 members 
Mstep: Class 23 contains 68153 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 370Q: 24 clusters Score -1.04759e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26397 members 
Mstep: Class 3 contains 45335 members 
Mstep: Class 4 contains 220863 members 
Mstep: Class 5 contains 13590 members 
Mstep: Class 6 contains 6617 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60659 members 
Mstep: Class 9 contains 42373 members 
Mstep: Class 10 contains 22095 members 
Mstep: Class 11 contains 6421 members 
Mstep: Class 12 contains 17921 members 
Mstep: Class 13 contains 33436 members 
Mstep: Class 14 contains 2187 members 
Mstep: Class 15 contains 4230 members 
Mstep: Class 16 contains 1966 members 
Mstep: Class 17 contains 2702 members 
Mstep: Class 18 contains 191331 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19856 members 
Mstep: Class 21 contains 62653 members 
Mstep: Class 23 contains 68292 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
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Score: -104759088.000000 Penalty: 77926.218750
Iteration 371Q: 24 clusters Score -1.047591e+08 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26402 members 
Mstep: Class 3 contains 45334 members 
Mstep: Class 4 contains 220810 members 
Mstep: Class 5 contains 13592 members 
Mstep: Class 6 contains 6617 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60659 members 
Mstep: Class 9 contains 42376 members 
Mstep: Class 10 contains 22096 members 
Mstep: Class 11 contains 6410 members 
Mstep: Class 12 contains 17926 members 
Mstep: Class 13 contains 33427 members 
Mstep: Class 14 contains 2188 members 
Mstep: Class 15 contains 4228 members 
Mstep: Class 16 contains 1967 members 
Mstep: Class 17 contains 2702 members 
Mstep: Class 18 contains 191285 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19854 members 
Mstep: Class 21 contains 62621 members 
Mstep: Class 23 contains 68430 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
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Iteration 372Q: 24 clusters Score -1.047589e+08 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26401 members 
Mstep: Class 3 contains 45334 members 
Mstep: Class 4 contains 220784 members 
Mstep: Class 5 contains 13592 members 
Mstep: Class 6 contains 6617 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60655 members 
Mstep: Class 9 contains 42384 members 
Mstep: Class 10 contains 22099 members 
Mstep: Class 11 contains 6395 members 
Mstep: Class 12 contains 17931 members 
Mstep: Class 13 contains 33424 members 
Mstep: Class 14 contains 2190 members 
Mstep: Class 15 contains 4226 members 
Mstep: Class 16 contains 1973 members 
Mstep: Class 17 contains 2702 members 
Mstep: Class 18 contains 191225 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19855 members 
Mstep: Class 21 contains 62595 members 
Mstep: Class 23 contains 68542 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
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Iteration 373Q: 24 clusters Score -1.047591e+08 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26399 members 
Mstep: Class 3 contains 45334 members 
Mstep: Class 4 contains 220736 members 
Mstep: Class 5 contains 13593 members 
Mstep: Class 6 contains 6617 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60658 members 
Mstep: Class 9 contains 42398 members 
Mstep: Class 10 contains 22093 members 
Mstep: Class 11 contains 6378 members 
Mstep: Class 12 contains 17933 members 
Mstep: Class 13 contains 33415 members 
Mstep: Class 14 contains 2193 members 
Mstep: Class 15 contains 4226 members 
Mstep: Class 16 contains 1974 members 
Mstep: Class 17 contains 2703 members 
Mstep: Class 18 contains 191159 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19850 members 
Mstep: Class 21 contains 62582 members 
Mstep: Class 23 contains 68683 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
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Iteration 374Q: 24 clusters Score -1.047591e+08 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26401 members 
Mstep: Class 3 contains 45323 members 
Mstep: Class 4 contains 220664 members 
Mstep: Class 5 contains 13591 members 
Mstep: Class 6 contains 6617 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60666 members 
Mstep: Class 9 contains 42401 members 
Mstep: Class 10 contains 22094 members 
Mstep: Class 11 contains 6366 members 
Mstep: Class 12 contains 17934 members 
Mstep: Class 13 contains 33405 members 
Mstep: Class 14 contains 2193 members 
Mstep: Class 15 contains 4225 members 
Mstep: Class 16 contains 1975 members 
Mstep: Class 17 contains 2704 members 
Mstep: Class 18 contains 191128 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19849 members 
Mstep: Class 21 contains 62554 members 
Mstep: Class 23 contains 68834 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
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Iteration 375Q: 24 clusters Score -1.047591e+08 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26392 members 
Mstep: Class 3 contains 45324 members 
Mstep: Class 4 contains 220567 members 
Mstep: Class 5 contains 13590 members 
Mstep: Class 6 contains 6617 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60675 members 
Mstep: Class 9 contains 42407 members 
Mstep: Class 10 contains 22094 members 
Mstep: Class 11 contains 6356 members 
Mstep: Class 12 contains 17935 members 
Mstep: Class 13 contains 33400 members 
Mstep: Class 14 contains 2193 members 
Mstep: Class 15 contains 4224 members 
Mstep: Class 16 contains 1975 members 
Mstep: Class 17 contains 2704 members 
Mstep: Class 18 contains 191095 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19847 members 
Mstep: Class 21 contains 62538 members 
Mstep: Class 23 contains 68991 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
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Iteration 376Q: 24 clusters Score -1.047592e+08 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26386 members 
Mstep: Class 3 contains 45322 members 
Mstep: Class 4 contains 220464 members 
Mstep: Class 5 contains 13591 members 
Mstep: Class 6 contains 6619 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60681 members 
Mstep: Class 9 contains 42412 members 
Mstep: Class 10 contains 22099 members 
Mstep: Class 11 contains 6348 members 
Mstep: Class 12 contains 17937 members 
Mstep: Class 13 contains 33390 members 
Mstep: Class 14 contains 2193 members 
Mstep: Class 15 contains 4226 members 
Mstep: Class 16 contains 1974 members 
Mstep: Class 17 contains 2704 members 
Mstep: Class 18 contains 191059 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19848 members 
Mstep: Class 21 contains 62525 members 
Mstep: Class 23 contains 69146 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
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Iteration 377Q: 24 clusters Score -1.047593e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26393 members 
Mstep: Class 3 contains 45319 members 
Mstep: Class 4 contains 220396 members 
Mstep: Class 5 contains 13596 members 
Mstep: Class 6 contains 6619 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60678 members 
Mstep: Class 9 contains 42419 members 
Mstep: Class 10 contains 22098 members 
Mstep: Class 11 contains 6342 members 
Mstep: Class 12 contains 17935 members 
Mstep: Class 13 contains 33385 members 
Mstep: Class 14 contains 2193 members 
Mstep: Class 15 contains 4226 members 
Mstep: Class 16 contains 1974 members 
Mstep: Class 17 contains 2704 members 
Mstep: Class 18 contains 190996 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19851 members 
Mstep: Class 21 contains 62508 members 
Mstep: Class 23 contains 69292 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
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Iteration 378Q: 24 clusters Score -1.047593e+08 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26397 members 
Mstep: Class 3 contains 45316 members 
Mstep: Class 4 contains 220334 members 
Mstep: Class 5 contains 13604 members 
Mstep: Class 6 contains 6619 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60678 members 
Mstep: Class 9 contains 42423 members 
Mstep: Class 10 contains 22100 members 
Mstep: Class 11 contains 6339 members 
Mstep: Class 12 contains 17931 members 
Mstep: Class 13 contains 33384 members 
Mstep: Class 14 contains 2194 members 
Mstep: Class 15 contains 4225 members 
Mstep: Class 16 contains 1974 members 
Mstep: Class 17 contains 2704 members 
Mstep: Class 18 contains 190928 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19851 members 
Mstep: Class 21 contains 62490 members 
Mstep: Class 23 contains 69433 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
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Iteration 379Q: 24 clusters Score -1.047593e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26396 members 
Mstep: Class 3 contains 45314 members 
Mstep: Class 4 contains 220299 members 
Mstep: Class 5 contains 13609 members 
Mstep: Class 6 contains 6619 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60678 members 
Mstep: Class 9 contains 42427 members 
Mstep: Class 10 contains 22099 members 
Mstep: Class 11 contains 6338 members 
Mstep: Class 12 contains 17927 members 
Mstep: Class 13 contains 33374 members 
Mstep: Class 14 contains 2194 members 
Mstep: Class 15 contains 4226 members 
Mstep: Class 16 contains 1974 members 
Mstep: Class 17 contains 2704 members 
Mstep: Class 18 contains 190861 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19847 members 
Mstep: Class 21 contains 62473 members 
Mstep: Class 23 contains 69565 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
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Iteration 380F: 24 clusters Score -1.047594e+08 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26393 members 
Mstep: Class 3 contains 45316 members 
Mstep: Class 4 contains 220227 members 
Mstep: Class 5 contains 13611 members 
Mstep: Class 6 contains 6619 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60680 members 
Mstep: Class 9 contains 42433 members 
Mstep: Class 10 contains 22096 members 
Mstep: Class 11 contains 6334 members 
Mstep: Class 12 contains 17924 members 
Mstep: Class 13 contains 33369 members 
Mstep: Class 14 contains 2194 members 
Mstep: Class 15 contains 4225 members 
Mstep: Class 16 contains 1975 members 
Mstep: Class 17 contains 2704 members 
Mstep: Class 18 contains 190818 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19845 members 
Mstep: Class 21 contains 62460 members 
Mstep: Class 23 contains 69701 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
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Iteration 381Q: 24 clusters Score -1.047593e+08 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26392 members 
Mstep: Class 3 contains 45318 members 
Mstep: Class 4 contains 220178 members 
Mstep: Class 5 contains 13613 members 
Mstep: Class 6 contains 6619 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60684 members 
Mstep: Class 9 contains 42436 members 
Mstep: Class 10 contains 22097 members 
Mstep: Class 11 contains 6330 members 
Mstep: Class 12 contains 17925 members 
Mstep: Class 13 contains 33357 members 
Mstep: Class 14 contains 2200 members 
Mstep: Class 15 contains 4225 members 
Mstep: Class 16 contains 1976 members 
Mstep: Class 17 contains 2704 members 
Mstep: Class 18 contains 190751 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19845 members 
Mstep: Class 21 contains 62440 members 
Mstep: Class 23 contains 69834 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
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Iteration 382Q: 24 clusters Score -1.047593e+08 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26392 members 
Mstep: Class 3 contains 45316 members 
Mstep: Class 4 contains 220115 members 
Mstep: Class 5 contains 13614 members 
Mstep: Class 6 contains 6619 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60679 members 
Mstep: Class 9 contains 42436 members 
Mstep: Class 10 contains 22097 members 
Mstep: Class 11 contains 6327 members 
Mstep: Class 12 contains 17925 members 
Mstep: Class 13 contains 33351 members 
Mstep: Class 14 contains 2204 members 
Mstep: Class 15 contains 4225 members 
Mstep: Class 16 contains 1977 members 
Mstep: Class 17 contains 2704 members 
Mstep: Class 18 contains 190718 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19841 members 
Mstep: Class 21 contains 62424 members 
Mstep: Class 23 contains 69960 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
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Iteration 383Q: 24 clusters Score -1.047594e+08 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26393 members 
Mstep: Class 3 contains 45316 members 
Mstep: Class 4 contains 220021 members 
Mstep: Class 5 contains 13615 members 
Mstep: Class 6 contains 6619 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60679 members 
Mstep: Class 9 contains 42441 members 
Mstep: Class 10 contains 22097 members 
Mstep: Class 11 contains 6324 members 
Mstep: Class 12 contains 17928 members 
Mstep: Class 13 contains 33343 members 
Mstep: Class 14 contains 2204 members 
Mstep: Class 15 contains 4227 members 
Mstep: Class 16 contains 1977 members 
Mstep: Class 17 contains 2704 members 
Mstep: Class 18 contains 190701 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19834 members 
Mstep: Class 21 contains 62398 members 
Mstep: Class 23 contains 70103 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759424.000000 Penalty: 77926.218750
Iteration 384Q: 24 clusters Score -1.047594e+08 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26395 members 
Mstep: Class 3 contains 45318 members 
Mstep: Class 4 contains 219904 members 
Mstep: Class 5 contains 13617 members 
Mstep: Class 6 contains 6619 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60685 members 
Mstep: Class 9 contains 42438 members 
Mstep: Class 10 contains 22093 members 
Mstep: Class 11 contains 6320 members 
Mstep: Class 12 contains 17927 members 
Mstep: Class 13 contains 33337 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 4227 members 
Mstep: Class 16 contains 1978 members 
Mstep: Class 17 contains 2705 members 
Mstep: Class 18 contains 190693 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19832 members 
Mstep: Class 21 contains 62369 members 
Mstep: Class 23 contains 70264 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759544.000000 Penalty: 77926.218750
Iteration 385Q: 24 clusters Score -1.047595e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26404 members 
Mstep: Class 3 contains 45314 members 
Mstep: Class 4 contains 219783 members 
Mstep: Class 5 contains 13619 members 
Mstep: Class 6 contains 6619 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60692 members 
Mstep: Class 9 contains 42441 members 
Mstep: Class 10 contains 22093 members 
Mstep: Class 11 contains 6315 members 
Mstep: Class 12 contains 17922 members 
Mstep: Class 13 contains 33327 members 
Mstep: Class 14 contains 2201 members 
Mstep: Class 15 contains 4227 members 
Mstep: Class 16 contains 1978 members 
Mstep: Class 17 contains 2705 members 
Mstep: Class 18 contains 190705 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19833 members 
Mstep: Class 21 contains 62336 members 
Mstep: Class 23 contains 70410 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759664.000000 Penalty: 77926.218750
Iteration 386Q: 24 clusters Score -1.047597e+08 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26410 members 
Mstep: Class 3 contains 45309 members 
Mstep: Class 4 contains 219679 members 
Mstep: Class 5 contains 13622 members 
Mstep: Class 6 contains 6619 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60698 members 
Mstep: Class 9 contains 42452 members 
Mstep: Class 10 contains 22093 members 
Mstep: Class 11 contains 6311 members 
Mstep: Class 12 contains 17919 members 
Mstep: Class 13 contains 33323 members 
Mstep: Class 14 contains 2204 members 
Mstep: Class 15 contains 4225 members 
Mstep: Class 16 contains 1979 members 
Mstep: Class 17 contains 2705 members 
Mstep: Class 18 contains 190702 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19828 members 
Mstep: Class 21 contains 62306 members 
Mstep: Class 23 contains 70540 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759784.000000 Penalty: 77926.218750
Iteration 387Q: 24 clusters Score -1.047598e+08 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26413 members 
Mstep: Class 3 contains 45301 members 
Mstep: Class 4 contains 219627 members 
Mstep: Class 5 contains 13619 members 
Mstep: Class 6 contains 6619 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60702 members 
Mstep: Class 9 contains 42457 members 
Mstep: Class 10 contains 22096 members 
Mstep: Class 11 contains 6305 members 
Mstep: Class 12 contains 17924 members 
Mstep: Class 13 contains 33311 members 
Mstep: Class 14 contains 2204 members 
Mstep: Class 15 contains 4225 members 
Mstep: Class 16 contains 1981 members 
Mstep: Class 17 contains 2705 members 
Mstep: Class 18 contains 190683 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19828 members 
Mstep: Class 21 contains 62271 members 
Mstep: Class 23 contains 70653 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759512.000000 Penalty: 77926.218750
Iteration 388Q: 24 clusters Score -1.047595e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26415 members 
Mstep: Class 3 contains 45302 members 
Mstep: Class 4 contains 219580 members 
Mstep: Class 5 contains 13622 members 
Mstep: Class 6 contains 6619 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60704 members 
Mstep: Class 9 contains 42458 members 
Mstep: Class 10 contains 22092 members 
Mstep: Class 11 contains 6301 members 
Mstep: Class 12 contains 17922 members 
Mstep: Class 13 contains 33297 members 
Mstep: Class 14 contains 2203 members 
Mstep: Class 15 contains 4224 members 
Mstep: Class 16 contains 1983 members 
Mstep: Class 17 contains 2705 members 
Mstep: Class 18 contains 190665 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19822 members 
Mstep: Class 21 contains 62236 members 
Mstep: Class 23 contains 70774 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759504.000000 Penalty: 77926.218750
Iteration 389Q: 24 clusters Score -1.047595e+08 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26418 members 
Mstep: Class 3 contains 45298 members 
Mstep: Class 4 contains 219539 members 
Mstep: Class 5 contains 13620 members 
Mstep: Class 6 contains 6619 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60697 members 
Mstep: Class 9 contains 42463 members 
Mstep: Class 10 contains 22093 members 
Mstep: Class 11 contains 6296 members 
Mstep: Class 12 contains 17930 members 
Mstep: Class 13 contains 33290 members 
Mstep: Class 14 contains 2205 members 
Mstep: Class 15 contains 4225 members 
Mstep: Class 16 contains 1985 members 
Mstep: Class 17 contains 2705 members 
Mstep: Class 18 contains 190628 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19819 members 
Mstep: Class 21 contains 62210 members 
Mstep: Class 23 contains 70884 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759632.000000 Penalty: 77926.218750
Iteration 390Q: 24 clusters Score -1.047596e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26417 members 
Mstep: Class 3 contains 45296 members 
Mstep: Class 4 contains 219484 members 
Mstep: Class 5 contains 13624 members 
Mstep: Class 6 contains 6619 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60696 members 
Mstep: Class 9 contains 42471 members 
Mstep: Class 10 contains 22094 members 
Mstep: Class 11 contains 6290 members 
Mstep: Class 12 contains 17929 members 
Mstep: Class 13 contains 33280 members 
Mstep: Class 14 contains 2209 members 
Mstep: Class 15 contains 4227 members 
Mstep: Class 16 contains 1986 members 
Mstep: Class 17 contains 2705 members 
Mstep: Class 18 contains 190611 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19819 members 
Mstep: Class 21 contains 62180 members 
Mstep: Class 23 contains 70987 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759720.000000 Penalty: 77926.218750
Iteration 391Q: 24 clusters Score -1.047597e+08 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26415 members 
Mstep: Class 3 contains 45303 members 
Mstep: Class 4 contains 219435 members 
Mstep: Class 5 contains 13625 members 
Mstep: Class 6 contains 6619 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60697 members 
Mstep: Class 9 contains 42484 members 
Mstep: Class 10 contains 22091 members 
Mstep: Class 11 contains 6284 members 
Mstep: Class 12 contains 17928 members 
Mstep: Class 13 contains 33272 members 
Mstep: Class 14 contains 2211 members 
Mstep: Class 15 contains 4227 members 
Mstep: Class 16 contains 1986 members 
Mstep: Class 17 contains 2704 members 
Mstep: Class 18 contains 190584 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19810 members 
Mstep: Class 21 contains 62160 members 
Mstep: Class 23 contains 71089 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759824.000000 Penalty: 77926.218750
Iteration 392Q: 24 clusters Score -1.047598e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26418 members 
Mstep: Class 3 contains 45305 members 
Mstep: Class 4 contains 219409 members 
Mstep: Class 5 contains 13627 members 
Mstep: Class 6 contains 6619 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60696 members 
Mstep: Class 9 contains 42500 members 
Mstep: Class 10 contains 22089 members 
Mstep: Class 11 contains 6280 members 
Mstep: Class 12 contains 17922 members 
Mstep: Class 13 contains 33261 members 
Mstep: Class 14 contains 2212 members 
Mstep: Class 15 contains 4227 members 
Mstep: Class 16 contains 1986 members 
Mstep: Class 17 contains 2704 members 
Mstep: Class 18 contains 190554 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19803 members 
Mstep: Class 21 contains 62141 members 
Mstep: Class 23 contains 71171 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104759880.000000 Penalty: 77926.218750
Iteration 393Q: 24 clusters Score -1.047599e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26415 members 
Mstep: Class 3 contains 45306 members 
Mstep: Class 4 contains 219387 members 
Mstep: Class 5 contains 13630 members 
Mstep: Class 6 contains 6619 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60695 members 
Mstep: Class 9 contains 42511 members 
Mstep: Class 10 contains 22085 members 
Mstep: Class 11 contains 6278 members 
Mstep: Class 12 contains 17918 members 
Mstep: Class 13 contains 33257 members 
Mstep: Class 14 contains 2217 members 
Mstep: Class 15 contains 4227 members 
Mstep: Class 16 contains 1986 members 
Mstep: Class 17 contains 2705 members 
Mstep: Class 18 contains 190528 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19801 members 
Mstep: Class 21 contains 62111 members 
Mstep: Class 23 contains 71248 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760016.000000 Penalty: 77926.218750
Iteration 394Q: 24 clusters Score -1.0476e+08 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26409 members 
Mstep: Class 3 contains 45306 members 
Mstep: Class 4 contains 219387 members 
Mstep: Class 5 contains 13630 members 
Mstep: Class 6 contains 6619 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60701 members 
Mstep: Class 9 contains 42519 members 
Mstep: Class 10 contains 22083 members 
Mstep: Class 11 contains 6278 members 
Mstep: Class 12 contains 17909 members 
Mstep: Class 13 contains 33244 members 
Mstep: Class 14 contains 2217 members 
Mstep: Class 15 contains 4227 members 
Mstep: Class 16 contains 1986 members 
Mstep: Class 17 contains 2705 members 
Mstep: Class 18 contains 190477 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19800 members 
Mstep: Class 21 contains 62085 members 
Mstep: Class 23 contains 71342 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760272.000000 Penalty: 77926.218750
Iteration 395Q: 24 clusters Score -1.047603e+08 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26404 members 
Mstep: Class 3 contains 45300 members 
Mstep: Class 4 contains 219384 members 
Mstep: Class 5 contains 13629 members 
Mstep: Class 6 contains 6619 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60711 members 
Mstep: Class 9 contains 42530 members 
Mstep: Class 10 contains 22078 members 
Mstep: Class 11 contains 6278 members 
Mstep: Class 12 contains 17908 members 
Mstep: Class 13 contains 33242 members 
Mstep: Class 14 contains 2216 members 
Mstep: Class 15 contains 4225 members 
Mstep: Class 16 contains 1986 members 
Mstep: Class 17 contains 2705 members 
Mstep: Class 18 contains 190426 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19802 members 
Mstep: Class 21 contains 62058 members 
Mstep: Class 23 contains 71423 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760248.000000 Penalty: 77926.218750
Iteration 396Q: 24 clusters Score -1.047602e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26396 members 
Mstep: Class 3 contains 45299 members 
Mstep: Class 4 contains 219377 members 
Mstep: Class 5 contains 13628 members 
Mstep: Class 6 contains 6620 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60717 members 
Mstep: Class 9 contains 42538 members 
Mstep: Class 10 contains 22075 members 
Mstep: Class 11 contains 6278 members 
Mstep: Class 12 contains 17909 members 
Mstep: Class 13 contains 33236 members 
Mstep: Class 14 contains 2215 members 
Mstep: Class 15 contains 4225 members 
Mstep: Class 16 contains 1986 members 
Mstep: Class 17 contains 2705 members 
Mstep: Class 18 contains 190368 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19801 members 
Mstep: Class 21 contains 62042 members 
Mstep: Class 23 contains 71509 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760168.000000 Penalty: 77926.218750
Iteration 397Q: 24 clusters Score -1.047602e+08 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26400 members 
Mstep: Class 3 contains 45298 members 
Mstep: Class 4 contains 219360 members 
Mstep: Class 5 contains 13628 members 
Mstep: Class 6 contains 6620 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60721 members 
Mstep: Class 9 contains 42543 members 
Mstep: Class 10 contains 22072 members 
Mstep: Class 11 contains 6278 members 
Mstep: Class 12 contains 17901 members 
Mstep: Class 13 contains 33225 members 
Mstep: Class 14 contains 2216 members 
Mstep: Class 15 contains 4224 members 
Mstep: Class 16 contains 1986 members 
Mstep: Class 17 contains 2705 members 
Mstep: Class 18 contains 190317 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19799 members 
Mstep: Class 21 contains 62024 members 
Mstep: Class 23 contains 71607 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760296.000000 Penalty: 77926.218750
Iteration 398Q: 24 clusters Score -1.047603e+08 nChanged 278
Entering ConstructFrom: 
Score: -104760296.000000 Penalty: 77926.218750
Entering ConstructFrom: 
Trying to split cluster 1 (5461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Entering Unmasked Estep 
Score: -690715.750000 Penalty: 2134.135986
	Iteration 0F: 2 clusters Score -690715.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -685892.250000 Penalty: 4268.271973
	Iteration 0F: 3 clusters Score -685892.2 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -687052.437500 Penalty: 4268.271973
	Iteration 1F: 3 clusters Score -687052.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -687229.812500 Penalty: 4268.271973
	Iteration 2F: 3 clusters Score -687229.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -687338.937500 Penalty: 4268.271973
	Iteration 3Q: 3 clusters Score -687338.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -687419.312500 Penalty: 4268.271973
	Iteration 4Q: 3 clusters Score -687419.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -687470.937500 Penalty: 4268.271973
	Iteration 5Q: 3 clusters Score -687470.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -687507.187500 Penalty: 4268.271973
	Iteration 6Q: 3 clusters Score -687507.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -687532.375000 Penalty: 4268.271973
	Iteration 7Q: 3 clusters Score -687532.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -687560.687500 Penalty: 4268.271973
	Iteration 8Q: 3 clusters Score -687560.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -687581.125000 Penalty: 4268.271973
	Iteration 9Q: 3 clusters Score -687581.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -687597.625000 Penalty: 4268.271973
	Iteration 10Q: 3 clusters Score -687597.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -687613.625000 Penalty: 4268.271973
	Iteration 11Q: 3 clusters Score -687613.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -687626.187500 Penalty: 4268.271973
	Iteration 12Q: 3 clusters Score -687626.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -687632.062500 Penalty: 4268.271973
	Iteration 13Q: 3 clusters Score -687632.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -687635.750000 Penalty: 4268.271973
	Iteration 14Q: 3 clusters Score -687635.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -687639.562500 Penalty: 4268.271973
	Iteration 15Q: 3 clusters Score -687639.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -687642.750000 Penalty: 4268.271973
	Iteration 16Q: 3 clusters Score -687642.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -687645.375000 Penalty: 4268.271973
	Iteration 17Q: 3 clusters Score -687645.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -687648.875000 Penalty: 4268.271973
	Iteration 18Q: 3 clusters Score -687648.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -687650.750000 Penalty: 4268.271973
	Iteration 19Q: 3 clusters Score -687650.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -687653.062500 Penalty: 4268.271973
	Iteration 20F: 3 clusters Score -687653.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -687653.812500 Penalty: 4268.271973
	Iteration 21Q: 3 clusters Score -687653.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -687655.937500 Penalty: 4268.271973
	Iteration 22Q: 3 clusters Score -687655.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -687658.437500 Penalty: 4268.271973
	Iteration 23Q: 3 clusters Score -687658.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -687661.625000 Penalty: 4268.271973
	Iteration 24Q: 3 clusters Score -687661.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -687661.312500 Penalty: 4268.271973
	Iteration 25Q: 3 clusters Score -687661.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -687664.187500 Penalty: 4268.271973
	Iteration 26Q: 3 clusters Score -687664.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -687665.000000 Penalty: 4268.271973
	Iteration 27Q: 3 clusters Score -687665 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -687667.312500 Penalty: 4268.271973
	Iteration 28Q: 3 clusters Score -687667.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -687673.500000 Penalty: 4268.271973
	Iteration 29Q: 3 clusters Score -687673.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -687679.937500 Penalty: 4268.271973
	Iteration 30Q: 3 clusters Score -687679.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -687683.937500 Penalty: 4268.271973
	Iteration 31Q: 3 clusters Score -687683.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -687689.562500 Penalty: 4268.271973
	Iteration 32Q: 3 clusters Score -687689.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -687691.750000 Penalty: 4268.271973
	Iteration 33Q: 3 clusters Score -687691.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -687697.000000 Penalty: 4268.271973
	Iteration 34Q: 3 clusters Score -687697 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -687702.250000 Penalty: 4268.271973
	Iteration 35Q: 3 clusters Score -687702.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -687705.000000 Penalty: 4268.271973
	Iteration 36Q: 3 clusters Score -687705 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -687712.125000 Penalty: 4268.271973
	Iteration 37Q: 3 clusters Score -687712.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -687718.062500 Penalty: 4268.271973
	Iteration 38Q: 3 clusters Score -687718.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -687723.187500 Penalty: 4268.271973
	Iteration 39Q: 3 clusters Score -687723.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -687736.250000 Penalty: 4268.271973
	Iteration 40F: 3 clusters Score -687736.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -687744.750000 Penalty: 4268.271973
	Iteration 41Q: 3 clusters Score -687744.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -687752.562500 Penalty: 4268.271973
	Iteration 42Q: 3 clusters Score -687752.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -687761.562500 Penalty: 4268.271973
	Iteration 43Q: 3 clusters Score -687761.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -687770.000000 Penalty: 4268.271973
	Iteration 44Q: 3 clusters Score -687770 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -687779.312500 Penalty: 4268.271973
	Iteration 45Q: 3 clusters Score -687779.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -687788.937500 Penalty: 4268.271973
	Iteration 46Q: 3 clusters Score -687788.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -687799.500000 Penalty: 4268.271973
	Iteration 47Q: 3 clusters Score -687799.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -687811.187500 Penalty: 4268.271973
	Iteration 48Q: 3 clusters Score -687811.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -687822.625000 Penalty: 4268.271973
	Iteration 49Q: 3 clusters Score -687822.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -687830.875000 Penalty: 4268.271973
	Iteration 50Q: 3 clusters Score -687830.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -687842.375000 Penalty: 4268.271973
	Iteration 51Q: 3 clusters Score -687842.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -687860.937500 Penalty: 4268.271973
	Iteration 52Q: 3 clusters Score -687860.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -687878.500000 Penalty: 4268.271973
	Iteration 53Q: 3 clusters Score -687878.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -687903.750000 Penalty: 4268.271973
	Iteration 54Q: 3 clusters Score -687903.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -687929.750000 Penalty: 4268.271973
	Iteration 55Q: 3 clusters Score -687929.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -687960.750000 Penalty: 4268.271973
	Iteration 56Q: 3 clusters Score -687960.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -688000.062500 Penalty: 4268.271973
	Iteration 57Q: 3 clusters Score -688000.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -688044.125000 Penalty: 4268.271973
	Iteration 58Q: 3 clusters Score -688044.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -688099.625000 Penalty: 4268.271973
	Iteration 59Q: 3 clusters Score -688099.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -688161.000000 Penalty: 4268.271973
	Iteration 60F: 3 clusters Score -688161 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -688234.062500 Penalty: 4268.271973
	Iteration 61Q: 3 clusters Score -688234.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -688307.937500 Penalty: 4268.271973
	Iteration 62Q: 3 clusters Score -688307.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -688367.125000 Penalty: 4268.271973
	Iteration 63Q: 3 clusters Score -688367.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -688426.875000 Penalty: 4268.271973
	Iteration 64Q: 3 clusters Score -688426.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -688474.500000 Penalty: 4268.271973
	Iteration 65Q: 3 clusters Score -688474.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -688515.562500 Penalty: 4268.271973
	Iteration 66Q: 3 clusters Score -688515.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -688545.687500 Penalty: 4268.271973
	Iteration 67Q: 3 clusters Score -688545.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -688582.062500 Penalty: 4268.271973
	Iteration 68Q: 3 clusters Score -688582.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -688623.250000 Penalty: 4268.271973
	Iteration 69Q: 3 clusters Score -688623.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -688663.125000 Penalty: 4268.271973
	Iteration 70Q: 3 clusters Score -688663.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -688700.062500 Penalty: 4268.271973
	Iteration 71Q: 3 clusters Score -688700.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -688731.062500 Penalty: 4268.271973
	Iteration 72Q: 3 clusters Score -688731.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -688755.187500 Penalty: 4268.271973
	Iteration 73Q: 3 clusters Score -688755.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -688778.937500 Penalty: 4268.271973
	Iteration 74Q: 3 clusters Score -688778.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -688796.250000 Penalty: 4268.271973
	Iteration 75Q: 3 clusters Score -688796.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -688807.625000 Penalty: 4268.271973
	Iteration 76Q: 3 clusters Score -688807.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -688817.375000 Penalty: 4268.271973
	Iteration 77Q: 3 clusters Score -688817.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -688827.562500 Penalty: 4268.271973
	Iteration 78Q: 3 clusters Score -688827.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -688833.250000 Penalty: 4268.271973
	Iteration 79Q: 3 clusters Score -688833.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -688836.437500 Penalty: 4268.271973
	Iteration 80F: 3 clusters Score -688836.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -688840.312500 Penalty: 4268.271973
	Iteration 81Q: 3 clusters Score -688840.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -688842.187500 Penalty: 4268.271973
	Iteration 82Q: 3 clusters Score -688842.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -688844.250000 Penalty: 4268.271973
	Iteration 83Q: 3 clusters Score -688844.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -688844.250000 Penalty: 4268.271973
	Iteration 84Q: 3 clusters Score -688844.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -688844.250000 Penalty: 4268.271973
	Iteration 85F: 3 clusters Score -688844.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Entering Unmasked Estep 
Score: -3329168.500000 Penalty: 2524.898926
	Iteration 0F: 2 clusters Score -3329168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -3311038.750000 Penalty: 5049.797852
	Iteration 0F: 3 clusters Score -3311039 nChanged 11764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -3317273.500000 Penalty: 5049.797852
	Iteration 1F: 3 clusters Score -3317274 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -3317691.250000 Penalty: 5049.797852
	Iteration 2Q: 3 clusters Score -3317691 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -3318058.250000 Penalty: 5049.797852
	Iteration 3Q: 3 clusters Score -3318058 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -3318391.750000 Penalty: 5049.797852
	Iteration 4Q: 3 clusters Score -3318392 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -3318801.750000 Penalty: 5049.797852
	Iteration 5Q: 3 clusters Score -3318802 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -3319273.750000 Penalty: 5049.797852
	Iteration 6Q: 3 clusters Score -3319274 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -3319792.250000 Penalty: 5049.797852
	Iteration 7Q: 3 clusters Score -3319792 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -3320383.000000 Penalty: 5049.797852
	Iteration 8Q: 3 clusters Score -3320383 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -3321086.250000 Penalty: 5049.797852
	Iteration 9Q: 3 clusters Score -3321086 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -3321917.250000 Penalty: 5049.797852
	Iteration 10F: 3 clusters Score -3321917 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -3322888.000000 Penalty: 5049.797852
	Iteration 11F: 3 clusters Score -3322888 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -3323792.000000 Penalty: 5049.797852
	Iteration 12Q: 3 clusters Score -3323792 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -3324429.750000 Penalty: 5049.797852
	Iteration 13Q: 3 clusters Score -3324430 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -3324716.750000 Penalty: 5049.797852
	Iteration 14Q: 3 clusters Score -3324717 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -3324872.750000 Penalty: 5049.797852
	Iteration 15Q: 3 clusters Score -3324873 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -3324962.750000 Penalty: 5049.797852
	Iteration 16Q: 3 clusters Score -3324963 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -3325040.500000 Penalty: 5049.797852
	Iteration 17Q: 3 clusters Score -3325040 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -3325117.000000 Penalty: 5049.797852
	Iteration 18Q: 3 clusters Score -3325117 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -3325169.500000 Penalty: 5049.797852
	Iteration 19Q: 3 clusters Score -3325170 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -3325230.250000 Penalty: 5049.797852
	Iteration 20F: 3 clusters Score -3325230 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -3325275.000000 Penalty: 5049.797852
	Iteration 21Q: 3 clusters Score -3325275 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19081 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -3325327.750000 Penalty: 5049.797852
	Iteration 22Q: 3 clusters Score -3325328 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -3325378.250000 Penalty: 5049.797852
	Iteration 23Q: 3 clusters Score -3325378 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -3325419.500000 Penalty: 5049.797852
	Iteration 24Q: 3 clusters Score -3325420 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -3325493.500000 Penalty: 5049.797852
	Iteration 25Q: 3 clusters Score -3325494 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -3325541.500000 Penalty: 5049.797852
	Iteration 26Q: 3 clusters Score -3325542 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -3325601.000000 Penalty: 5049.797852
	Iteration 27Q: 3 clusters Score -3325601 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20341 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -3325661.250000 Penalty: 5049.797852
	Iteration 28Q: 3 clusters Score -3325661 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -3325718.250000 Penalty: 5049.797852
	Iteration 29Q: 3 clusters Score -3325718 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20784 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -3325769.000000 Penalty: 5049.797852
	Iteration 30Q: 3 clusters Score -3325769 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -3325837.250000 Penalty: 5049.797852
	Iteration 31Q: 3 clusters Score -3325837 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -3325874.750000 Penalty: 5049.797852
	Iteration 32Q: 3 clusters Score -3325875 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -3325937.250000 Penalty: 5049.797852
	Iteration 33Q: 3 clusters Score -3325937 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -3325975.000000 Penalty: 5049.797852
	Iteration 34Q: 3 clusters Score -3325975 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -3326017.500000 Penalty: 5049.797852
	Iteration 35Q: 3 clusters Score -3326018 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -3326054.750000 Penalty: 5049.797852
	Iteration 36Q: 3 clusters Score -3326055 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -3326113.750000 Penalty: 5049.797852
	Iteration 37Q: 3 clusters Score -3326114 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -3326171.500000 Penalty: 5049.797852
	Iteration 38Q: 3 clusters Score -3326172 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -3326223.000000 Penalty: 5049.797852
	Iteration 39Q: 3 clusters Score -3326223 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -3326250.250000 Penalty: 5049.797852
	Iteration 40F: 3 clusters Score -3326250 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -3326300.500000 Penalty: 5049.797852
	Iteration 41Q: 3 clusters Score -3326300 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -3326331.750000 Penalty: 5049.797852
	Iteration 42Q: 3 clusters Score -3326332 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -3326381.500000 Penalty: 5049.797852
	Iteration 43Q: 3 clusters Score -3326382 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -3326413.500000 Penalty: 5049.797852
	Iteration 44Q: 3 clusters Score -3326414 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -3326460.500000 Penalty: 5049.797852
	Iteration 45Q: 3 clusters Score -3326460 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -3326483.750000 Penalty: 5049.797852
	Iteration 46Q: 3 clusters Score -3326484 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23515 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -3326516.000000 Penalty: 5049.797852
	Iteration 47Q: 3 clusters Score -3326516 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -3326558.250000 Penalty: 5049.797852
	Iteration 48Q: 3 clusters Score -3326558 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -3326590.500000 Penalty: 5049.797852
	Iteration 49Q: 3 clusters Score -3326590 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -3326615.500000 Penalty: 5049.797852
	Iteration 50Q: 3 clusters Score -3326616 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -3326645.500000 Penalty: 5049.797852
	Iteration 51Q: 3 clusters Score -3326646 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23959 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -3326656.750000 Penalty: 5049.797852
	Iteration 52Q: 3 clusters Score -3326657 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24018 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -3326682.500000 Penalty: 5049.797852
	Iteration 53Q: 3 clusters Score -3326682 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -3326694.250000 Penalty: 5049.797852
	Iteration 54Q: 3 clusters Score -3326694 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -3326706.750000 Penalty: 5049.797852
	Iteration 55Q: 3 clusters Score -3326707 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -3326736.750000 Penalty: 5049.797852
	Iteration 56Q: 3 clusters Score -3326737 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -3326740.500000 Penalty: 5049.797852
	Iteration 57Q: 3 clusters Score -3326740 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -3326740.750000 Penalty: 5049.797852
	Iteration 58Q: 3 clusters Score -3326741 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -3326759.500000 Penalty: 5049.797852
	Iteration 59Q: 3 clusters Score -3326760 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -3326765.250000 Penalty: 5049.797852
	Iteration 60F: 3 clusters Score -3326765 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -3326779.500000 Penalty: 5049.797852
	Iteration 61Q: 3 clusters Score -3326780 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -3326810.500000 Penalty: 5049.797852
	Iteration 62Q: 3 clusters Score -3326810 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24520 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -3326832.250000 Penalty: 5049.797852
	Iteration 63Q: 3 clusters Score -3326832 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -3326844.250000 Penalty: 5049.797852
	Iteration 64Q: 3 clusters Score -3326844 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -3326860.250000 Penalty: 5049.797852
	Iteration 65Q: 3 clusters Score -3326860 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -3326889.500000 Penalty: 5049.797852
	Iteration 66Q: 3 clusters Score -3326890 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24746 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -3326905.500000 Penalty: 5049.797852
	Iteration 67Q: 3 clusters Score -3326906 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -3326921.250000 Penalty: 5049.797852
	Iteration 68Q: 3 clusters Score -3326921 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3326931.000000 Penalty: 5049.797852
	Iteration 69Q: 3 clusters Score -3326931 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24879 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -3326951.500000 Penalty: 5049.797852
	Iteration 70Q: 3 clusters Score -3326952 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24915 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -3326968.750000 Penalty: 5049.797852
	Iteration 71Q: 3 clusters Score -3326969 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24949 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -3326979.500000 Penalty: 5049.797852
	Iteration 72Q: 3 clusters Score -3326980 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3326995.000000 Penalty: 5049.797852
	Iteration 73Q: 3 clusters Score -3326995 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -3327013.750000 Penalty: 5049.797852
	Iteration 74Q: 3 clusters Score -3327014 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3327019.500000 Penalty: 5049.797852
	Iteration 75Q: 3 clusters Score -3327020 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -3327023.750000 Penalty: 5049.797852
	Iteration 76Q: 3 clusters Score -3327024 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3327029.000000 Penalty: 5049.797852
	Iteration 77Q: 3 clusters Score -3327029 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -3327038.000000 Penalty: 5049.797852
	Iteration 78Q: 3 clusters Score -3327038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -3327040.000000 Penalty: 5049.797852
	Iteration 79Q: 3 clusters Score -3327040 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3327044.000000 Penalty: 5049.797852
	Iteration 80F: 3 clusters Score -3327044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -3327047.750000 Penalty: 5049.797852
	Iteration 81Q: 3 clusters Score -3327048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3327050.750000 Penalty: 5049.797852
	Iteration 82Q: 3 clusters Score -3327051 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3327060.750000 Penalty: 5049.797852
	Iteration 83Q: 3 clusters Score -3327061 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3327066.500000 Penalty: 5049.797852
	Iteration 84Q: 3 clusters Score -3327066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3327069.250000 Penalty: 5049.797852
	Iteration 85Q: 3 clusters Score -3327069 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25219 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3327078.250000 Penalty: 5049.797852
	Iteration 86Q: 3 clusters Score -3327078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -3327075.750000 Penalty: 5049.797852
	Iteration 87Q: 3 clusters Score -3327076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3327080.500000 Penalty: 5049.797852
	Iteration 88Q: 3 clusters Score -3327080 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25258 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -3327085.750000 Penalty: 5049.797852
	Iteration 89Q: 3 clusters Score -3327086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -3327095.250000 Penalty: 5049.797852
	Iteration 90Q: 3 clusters Score -3327095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3327094.000000 Penalty: 5049.797852
	Iteration 91Q: 3 clusters Score -3327094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25284 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3327100.250000 Penalty: 5049.797852
	Iteration 92Q: 3 clusters Score -3327100 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -3327099.000000 Penalty: 5049.797852
	Iteration 93Q: 3 clusters Score -3327099 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3327103.000000 Penalty: 5049.797852
	Iteration 94Q: 3 clusters Score -3327103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3327106.750000 Penalty: 5049.797852
	Iteration 95Q: 3 clusters Score -3327107 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -3327112.750000 Penalty: 5049.797852
	Iteration 96Q: 3 clusters Score -3327113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -3327110.750000 Penalty: 5049.797852
	Iteration 97Q: 3 clusters Score -3327111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3327112.250000 Penalty: 5049.797852
	Iteration 98Q: 3 clusters Score -3327112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -3327112.250000 Penalty: 5049.797852
	Iteration 99F: 3 clusters Score -3327112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (45299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45299 members 
Entering Unmasked Estep 
Score: -5714220.000000 Penalty: 2658.818115
	Iteration 0F: 2 clusters Score -5714220 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -5683461.000000 Penalty: 5317.636230
	Iteration 0F: 3 clusters Score -5683461 nChanged 20952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 23462 members 
Entering Unmasked Estep 
Score: -5695211.000000 Penalty: 5317.636230
	Iteration 1F: 3 clusters Score -5695211 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -5695800.000000 Penalty: 5317.636230
	Iteration 2Q: 3 clusters Score -5695800 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -5696459.000000 Penalty: 5317.636230
	Iteration 3Q: 3 clusters Score -5696459 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 25024 members 
Entering Unmasked Estep 
Score: -5697200.500000 Penalty: 5317.636230
	Iteration 4Q: 3 clusters Score -5697200 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -5698032.000000 Penalty: 5317.636230
	Iteration 5Q: 3 clusters Score -5698032 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -5699157.500000 Penalty: 5317.636230
	Iteration 6Q: 3 clusters Score -5699158 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -5700639.000000 Penalty: 5317.636230
	Iteration 7F: 3 clusters Score -5700639 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -5702445.500000 Penalty: 5317.636230
	Iteration 8F: 3 clusters Score -5702446 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 32035 members 
Entering Unmasked Estep 
Score: -5704643.000000 Penalty: 5317.636230
	Iteration 9F: 3 clusters Score -5704643 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 33674 members 
Entering Unmasked Estep 
Score: -5706719.500000 Penalty: 5317.636230
	Iteration 10F: 3 clusters Score -5706720 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -5708301.000000 Penalty: 5317.636230
	Iteration 11Q: 3 clusters Score -5708301 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
Score: -5709294.500000 Penalty: 5317.636230
	Iteration 12Q: 3 clusters Score -5709294 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -5709874.500000 Penalty: 5317.636230
	Iteration 13Q: 3 clusters Score -5709874 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 37605 members 
Entering Unmasked Estep 
Score: -5710290.500000 Penalty: 5317.636230
	Iteration 14Q: 3 clusters Score -5710290 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 38217 members 
Entering Unmasked Estep 
Score: -5710623.000000 Penalty: 5317.636230
	Iteration 15Q: 3 clusters Score -5710623 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 38718 members 
Entering Unmasked Estep 
Score: -5710834.000000 Penalty: 5317.636230
	Iteration 16Q: 3 clusters Score -5710834 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 39137 members 
Entering Unmasked Estep 
Score: -5711028.000000 Penalty: 5317.636230
	Iteration 17Q: 3 clusters Score -5711028 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 39509 members 
Entering Unmasked Estep 
Score: -5711142.500000 Penalty: 5317.636230
	Iteration 18Q: 3 clusters Score -5711142 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -5711282.500000 Penalty: 5317.636230
	Iteration 19Q: 3 clusters Score -5711282 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
Score: -5711355.000000 Penalty: 5317.636230
	Iteration 20F: 3 clusters Score -5711355 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 40380 members 
Entering Unmasked Estep 
Score: -5711413.000000 Penalty: 5317.636230
	Iteration 21Q: 3 clusters Score -5711413 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 40617 members 
Entering Unmasked Estep 
Score: -5711505.500000 Penalty: 5317.636230
	Iteration 22Q: 3 clusters Score -5711506 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 40844 members 
Entering Unmasked Estep 
Score: -5711557.000000 Penalty: 5317.636230
	Iteration 23Q: 3 clusters Score -5711557 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 41046 members 
Entering Unmasked Estep 
Score: -5711616.000000 Penalty: 5317.636230
	Iteration 24Q: 3 clusters Score -5711616 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 41212 members 
Entering Unmasked Estep 
Score: -5711644.500000 Penalty: 5317.636230
	Iteration 25Q: 3 clusters Score -5711644 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 41352 members 
Entering Unmasked Estep 
Score: -5711691.000000 Penalty: 5317.636230
	Iteration 26Q: 3 clusters Score -5711691 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 41482 members 
Entering Unmasked Estep 
Score: -5711710.000000 Penalty: 5317.636230
	Iteration 27Q: 3 clusters Score -5711710 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 41589 members 
Entering Unmasked Estep 
Score: -5711735.500000 Penalty: 5317.636230
	Iteration 28Q: 3 clusters Score -5711736 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 41683 members 
Entering Unmasked Estep 
Score: -5711752.000000 Penalty: 5317.636230
	Iteration 29Q: 3 clusters Score -5711752 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 41782 members 
Entering Unmasked Estep 
Score: -5711779.000000 Penalty: 5317.636230
	Iteration 30Q: 3 clusters Score -5711779 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 41861 members 
Entering Unmasked Estep 
Score: -5711792.500000 Penalty: 5317.636230
	Iteration 31Q: 3 clusters Score -5711792 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 41933 members 
Entering Unmasked Estep 
Score: -5711810.000000 Penalty: 5317.636230
	Iteration 32Q: 3 clusters Score -5711810 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 42018 members 
Entering Unmasked Estep 
Score: -5711837.500000 Penalty: 5317.636230
	Iteration 33Q: 3 clusters Score -5711838 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 42086 members 
Entering Unmasked Estep 
Score: -5711840.500000 Penalty: 5317.636230
	Iteration 34Q: 3 clusters Score -5711840 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 42145 members 
Entering Unmasked Estep 
Score: -5711856.500000 Penalty: 5317.636230
	Iteration 35Q: 3 clusters Score -5711856 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 42188 members 
Entering Unmasked Estep 
Score: -5711867.500000 Penalty: 5317.636230
	Iteration 36Q: 3 clusters Score -5711868 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 42225 members 
Entering Unmasked Estep 
Score: -5711884.000000 Penalty: 5317.636230
	Iteration 37Q: 3 clusters Score -5711884 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 42261 members 
Entering Unmasked Estep 
Score: -5711889.000000 Penalty: 5317.636230
	Iteration 38Q: 3 clusters Score -5711889 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 42295 members 
Entering Unmasked Estep 
Score: -5711896.000000 Penalty: 5317.636230
	Iteration 39Q: 3 clusters Score -5711896 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 42322 members 
Entering Unmasked Estep 
Score: -5711898.000000 Penalty: 5317.636230
	Iteration 40F: 3 clusters Score -5711898 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 42342 members 
Entering Unmasked Estep 
Score: -5711904.500000 Penalty: 5317.636230
	Iteration 41Q: 3 clusters Score -5711904 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 42362 members 
Entering Unmasked Estep 
Score: -5711903.500000 Penalty: 5317.636230
	Iteration 42Q: 3 clusters Score -5711904 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 42388 members 
Entering Unmasked Estep 
Score: -5711904.500000 Penalty: 5317.636230
	Iteration 43Q: 3 clusters Score -5711904 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 42408 members 
Entering Unmasked Estep 
Score: -5711916.000000 Penalty: 5317.636230
	Iteration 44Q: 3 clusters Score -5711916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 42427 members 
Entering Unmasked Estep 
Score: -5711917.000000 Penalty: 5317.636230
	Iteration 45Q: 3 clusters Score -5711917 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 42456 members 
Entering Unmasked Estep 
Score: -5711920.500000 Penalty: 5317.636230
	Iteration 46Q: 3 clusters Score -5711920 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 42479 members 
Entering Unmasked Estep 
Score: -5711937.500000 Penalty: 5317.636230
	Iteration 47Q: 3 clusters Score -5711938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 42498 members 
Entering Unmasked Estep 
Score: -5711940.000000 Penalty: 5317.636230
	Iteration 48Q: 3 clusters Score -5711940 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 42527 members 
Entering Unmasked Estep 
Score: -5711956.500000 Penalty: 5317.636230
	Iteration 49Q: 3 clusters Score -5711956 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 42554 members 
Entering Unmasked Estep 
Score: -5711965.500000 Penalty: 5317.636230
	Iteration 50Q: 3 clusters Score -5711966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 42577 members 
Entering Unmasked Estep 
Score: -5711976.500000 Penalty: 5317.636230
	Iteration 51Q: 3 clusters Score -5711976 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 42604 members 
Entering Unmasked Estep 
Score: -5711966.500000 Penalty: 5317.636230
	Iteration 52Q: 3 clusters Score -5711966 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 42638 members 
Entering Unmasked Estep 
Score: -5711966.500000 Penalty: 5317.636230
	Iteration 53Q: 3 clusters Score -5711966 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 42667 members 
Entering Unmasked Estep 
Score: -5711975.000000 Penalty: 5317.636230
	Iteration 54Q: 3 clusters Score -5711975 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 42691 members 
Entering Unmasked Estep 
Score: -5711974.000000 Penalty: 5317.636230
	Iteration 55Q: 3 clusters Score -5711974 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 42713 members 
Entering Unmasked Estep 
Score: -5711975.500000 Penalty: 5317.636230
	Iteration 56Q: 3 clusters Score -5711976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 42732 members 
Entering Unmasked Estep 
Score: -5711972.000000 Penalty: 5317.636230
	Iteration 57Q: 3 clusters Score -5711972 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 42748 members 
Entering Unmasked Estep 
Score: -5711978.500000 Penalty: 5317.636230
	Iteration 58Q: 3 clusters Score -5711978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 42758 members 
Entering Unmasked Estep 
Score: -5711981.000000 Penalty: 5317.636230
	Iteration 59Q: 3 clusters Score -5711981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 42774 members 
Entering Unmasked Estep 
Score: -5711991.000000 Penalty: 5317.636230
	Iteration 60F: 3 clusters Score -5711991 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 42791 members 
Entering Unmasked Estep 
Score: -5711998.000000 Penalty: 5317.636230
	Iteration 61Q: 3 clusters Score -5711998 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 42805 members 
Entering Unmasked Estep 
Score: -5712009.000000 Penalty: 5317.636230
	Iteration 62Q: 3 clusters Score -5712009 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 42818 members 
Entering Unmasked Estep 
Score: -5712019.000000 Penalty: 5317.636230
	Iteration 63Q: 3 clusters Score -5712019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 42825 members 
Entering Unmasked Estep 
Score: -5712017.500000 Penalty: 5317.636230
	Iteration 64Q: 3 clusters Score -5712018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 42829 members 
Entering Unmasked Estep 
Score: -5712022.500000 Penalty: 5317.636230
	Iteration 65Q: 3 clusters Score -5712022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 42833 members 
Entering Unmasked Estep 
Score: -5712023.500000 Penalty: 5317.636230
	Iteration 66Q: 3 clusters Score -5712024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 42835 members 
Entering Unmasked Estep 
Score: -5712019.500000 Penalty: 5317.636230
	Iteration 67Q: 3 clusters Score -5712020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 42837 members 
Entering Unmasked Estep 
Score: -5712022.000000 Penalty: 5317.636230
	Iteration 68Q: 3 clusters Score -5712022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 42840 members 
Entering Unmasked Estep 
Score: -5712019.500000 Penalty: 5317.636230
	Iteration 69Q: 3 clusters Score -5712020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 42843 members 
Entering Unmasked Estep 
Score: -5712024.000000 Penalty: 5317.636230
	Iteration 70Q: 3 clusters Score -5712024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 42844 members 
Entering Unmasked Estep 
Score: -5712023.500000 Penalty: 5317.636230
	Iteration 71Q: 3 clusters Score -5712024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 42844 members 
Entering Unmasked Estep 
Score: -5712023.500000 Penalty: 5317.636230
	Iteration 72F: 3 clusters Score -5712024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (219335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219335 members 
Entering Unmasked Estep 
Score: -27244880.000000 Penalty: 3049.992188
	Iteration 0F: 2 clusters Score -2.724488e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109497 members 
Mstep: Class 2 contains 109838 members 
Entering Unmasked Estep 
Score: -27103094.000000 Penalty: 6099.984375
	Iteration 0F: 3 clusters Score -2.710309e+07 nChanged 105648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107341 members 
Mstep: Class 2 contains 111994 members 
Entering Unmasked Estep 
Score: -27164896.000000 Penalty: 6099.984375
	Iteration 1F: 3 clusters Score -2.71649e+07 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106511 members 
Mstep: Class 2 contains 112824 members 
Entering Unmasked Estep 
Score: -27166072.000000 Penalty: 6099.984375
	Iteration 2Q: 3 clusters Score -2.716607e+07 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105273 members 
Mstep: Class 2 contains 114062 members 
Entering Unmasked Estep 
Score: -27167496.000000 Penalty: 6099.984375
	Iteration 3Q: 3 clusters Score -2.71675e+07 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103389 members 
Mstep: Class 2 contains 115946 members 
Entering Unmasked Estep 
Score: -27169618.000000 Penalty: 6099.984375
	Iteration 4Q: 3 clusters Score -2.716962e+07 nChanged 7960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100663 members 
Mstep: Class 2 contains 118672 members 
Entering Unmasked Estep 
Score: -27173128.000000 Penalty: 6099.984375
	Iteration 5Q: 3 clusters Score -2.717313e+07 nChanged 9621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96874 members 
Mstep: Class 2 contains 122461 members 
Entering Unmasked Estep 
Score: -27178524.000000 Penalty: 6099.984375
	Iteration 6Q: 3 clusters Score -2.717852e+07 nChanged 11254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92096 members 
Mstep: Class 2 contains 127239 members 
Entering Unmasked Estep 
Score: -27185542.000000 Penalty: 6099.984375
	Iteration 7F: 3 clusters Score -2.718554e+07 nChanged 12501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86729 members 
Mstep: Class 2 contains 132606 members 
Entering Unmasked Estep 
Score: -27193838.000000 Penalty: 6099.984375
	Iteration 8F: 3 clusters Score -2.719384e+07 nChanged 13224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81461 members 
Mstep: Class 2 contains 137874 members 
Entering Unmasked Estep 
Score: -27202670.000000 Penalty: 6099.984375
	Iteration 9F: 3 clusters Score -2.720267e+07 nChanged 12761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77022 members 
Mstep: Class 2 contains 142313 members 
Entering Unmasked Estep 
Score: -27211318.000000 Penalty: 6099.984375
	Iteration 10F: 3 clusters Score -2.721132e+07 nChanged 11340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73448 members 
Mstep: Class 2 contains 145887 members 
Entering Unmasked Estep 
Score: -27217220.000000 Penalty: 6099.984375
	Iteration 11F: 3 clusters Score -2.721722e+07 nChanged 8642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70546 members 
Mstep: Class 2 contains 148789 members 
Entering Unmasked Estep 
Score: -27220738.000000 Penalty: 6099.984375
	Iteration 12Q: 3 clusters Score -2.722074e+07 nChanged 5775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68281 members 
Mstep: Class 2 contains 151054 members 
Entering Unmasked Estep 
Score: -27222046.000000 Penalty: 6099.984375
	Iteration 13Q: 3 clusters Score -2.722205e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66353 members 
Mstep: Class 2 contains 152982 members 
Entering Unmasked Estep 
Score: -27222808.000000 Penalty: 6099.984375
	Iteration 14Q: 3 clusters Score -2.722281e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64580 members 
Mstep: Class 2 contains 154755 members 
Entering Unmasked Estep 
Score: -27223434.000000 Penalty: 6099.984375
	Iteration 15Q: 3 clusters Score -2.722343e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62955 members 
Mstep: Class 2 contains 156380 members 
Entering Unmasked Estep 
Score: -27223880.000000 Penalty: 6099.984375
	Iteration 16Q: 3 clusters Score -2.722388e+07 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61461 members 
Mstep: Class 2 contains 157874 members 
Entering Unmasked Estep 
Score: -27224396.000000 Penalty: 6099.984375
	Iteration 17Q: 3 clusters Score -2.72244e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60025 members 
Mstep: Class 2 contains 159310 members 
Entering Unmasked Estep 
Score: -27224818.000000 Penalty: 6099.984375
	Iteration 18Q: 3 clusters Score -2.722482e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58712 members 
Mstep: Class 2 contains 160623 members 
Entering Unmasked Estep 
Score: -27225226.000000 Penalty: 6099.984375
	Iteration 19Q: 3 clusters Score -2.722523e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57447 members 
Mstep: Class 2 contains 161888 members 
Entering Unmasked Estep 
Score: -27225736.000000 Penalty: 6099.984375
	Iteration 20F: 3 clusters Score -2.722574e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56348 members 
Mstep: Class 2 contains 162987 members 
Entering Unmasked Estep 
Score: -27226004.000000 Penalty: 6099.984375
	Iteration 21Q: 3 clusters Score -2.7226e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55297 members 
Mstep: Class 2 contains 164038 members 
Entering Unmasked Estep 
Score: -27226290.000000 Penalty: 6099.984375
	Iteration 22Q: 3 clusters Score -2.722629e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54259 members 
Mstep: Class 2 contains 165076 members 
Entering Unmasked Estep 
Score: -27226640.000000 Penalty: 6099.984375
	Iteration 23Q: 3 clusters Score -2.722664e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53246 members 
Mstep: Class 2 contains 166089 members 
Entering Unmasked Estep 
Score: -27227230.000000 Penalty: 6099.984375
	Iteration 24Q: 3 clusters Score -2.722723e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52369 members 
Mstep: Class 2 contains 166966 members 
Entering Unmasked Estep 
Score: -27227656.000000 Penalty: 6099.984375
	Iteration 25Q: 3 clusters Score -2.722766e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51485 members 
Mstep: Class 2 contains 167850 members 
Entering Unmasked Estep 
Score: -27227992.000000 Penalty: 6099.984375
	Iteration 26Q: 3 clusters Score -2.722799e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50681 members 
Mstep: Class 2 contains 168654 members 
Entering Unmasked Estep 
Score: -27228248.000000 Penalty: 6099.984375
	Iteration 27Q: 3 clusters Score -2.722825e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49895 members 
Mstep: Class 2 contains 169440 members 
Entering Unmasked Estep 
Score: -27228574.000000 Penalty: 6099.984375
	Iteration 28Q: 3 clusters Score -2.722857e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49157 members 
Mstep: Class 2 contains 170178 members 
Entering Unmasked Estep 
Score: -27228970.000000 Penalty: 6099.984375
	Iteration 29Q: 3 clusters Score -2.722897e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48482 members 
Mstep: Class 2 contains 170853 members 
Entering Unmasked Estep 
Score: -27229466.000000 Penalty: 6099.984375
	Iteration 30Q: 3 clusters Score -2.722947e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47926 members 
Mstep: Class 2 contains 171409 members 
Entering Unmasked Estep 
Score: -27229860.000000 Penalty: 6099.984375
	Iteration 31Q: 3 clusters Score -2.722986e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47366 members 
Mstep: Class 2 contains 171969 members 
Entering Unmasked Estep 
Score: -27230362.000000 Penalty: 6099.984375
	Iteration 32Q: 3 clusters Score -2.723036e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46907 members 
Mstep: Class 2 contains 172428 members 
Entering Unmasked Estep 
Score: -27230702.000000 Penalty: 6099.984375
	Iteration 33Q: 3 clusters Score -2.72307e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46513 members 
Mstep: Class 2 contains 172822 members 
Entering Unmasked Estep 
Score: -27231030.000000 Penalty: 6099.984375
	Iteration 34Q: 3 clusters Score -2.723103e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46251 members 
Mstep: Class 2 contains 173084 members 
Entering Unmasked Estep 
Score: -27231304.000000 Penalty: 6099.984375
	Iteration 35Q: 3 clusters Score -2.72313e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46007 members 
Mstep: Class 2 contains 173328 members 
Entering Unmasked Estep 
Score: -27231440.000000 Penalty: 6099.984375
	Iteration 36Q: 3 clusters Score -2.723144e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45760 members 
Mstep: Class 2 contains 173575 members 
Entering Unmasked Estep 
Score: -27231806.000000 Penalty: 6099.984375
	Iteration 37Q: 3 clusters Score -2.723181e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45570 members 
Mstep: Class 2 contains 173765 members 
Entering Unmasked Estep 
Score: -27232076.000000 Penalty: 6099.984375
	Iteration 38Q: 3 clusters Score -2.723208e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45380 members 
Mstep: Class 2 contains 173955 members 
Entering Unmasked Estep 
Score: -27232380.000000 Penalty: 6099.984375
	Iteration 39Q: 3 clusters Score -2.723238e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45227 members 
Mstep: Class 2 contains 174108 members 
Entering Unmasked Estep 
Score: -27232810.000000 Penalty: 6099.984375
	Iteration 40F: 3 clusters Score -2.723281e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45142 members 
Mstep: Class 2 contains 174193 members 
Entering Unmasked Estep 
Score: -27233094.000000 Penalty: 6099.984375
	Iteration 41Q: 3 clusters Score -2.723309e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45017 members 
Mstep: Class 2 contains 174318 members 
Entering Unmasked Estep 
Score: -27233318.000000 Penalty: 6099.984375
	Iteration 42Q: 3 clusters Score -2.723332e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44870 members 
Mstep: Class 2 contains 174465 members 
Entering Unmasked Estep 
Score: -27233574.000000 Penalty: 6099.984375
	Iteration 43Q: 3 clusters Score -2.723357e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44761 members 
Mstep: Class 2 contains 174574 members 
Entering Unmasked Estep 
Score: -27233732.000000 Penalty: 6099.984375
	Iteration 44Q: 3 clusters Score -2.723373e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44641 members 
Mstep: Class 2 contains 174694 members 
Entering Unmasked Estep 
Score: -27233916.000000 Penalty: 6099.984375
	Iteration 45Q: 3 clusters Score -2.723392e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44495 members 
Mstep: Class 2 contains 174840 members 
Entering Unmasked Estep 
Score: -27234056.000000 Penalty: 6099.984375
	Iteration 46Q: 3 clusters Score -2.723406e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 175010 members 
Entering Unmasked Estep 
Score: -27234154.000000 Penalty: 6099.984375
	Iteration 47Q: 3 clusters Score -2.723415e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44163 members 
Mstep: Class 2 contains 175172 members 
Entering Unmasked Estep 
Score: -27234256.000000 Penalty: 6099.984375
	Iteration 48Q: 3 clusters Score -2.723426e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43963 members 
Mstep: Class 2 contains 175372 members 
Entering Unmasked Estep 
Score: -27234438.000000 Penalty: 6099.984375
	Iteration 49Q: 3 clusters Score -2.723444e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 175588 members 
Entering Unmasked Estep 
Score: -27234562.000000 Penalty: 6099.984375
	Iteration 50Q: 3 clusters Score -2.723456e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43502 members 
Mstep: Class 2 contains 175833 members 
Entering Unmasked Estep 
Score: -27234626.000000 Penalty: 6099.984375
	Iteration 51Q: 3 clusters Score -2.723463e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43321 members 
Mstep: Class 2 contains 176014 members 
Entering Unmasked Estep 
Score: -27234700.000000 Penalty: 6099.984375
	Iteration 52Q: 3 clusters Score -2.72347e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43069 members 
Mstep: Class 2 contains 176266 members 
Entering Unmasked Estep 
Score: -27234718.000000 Penalty: 6099.984375
	Iteration 53Q: 3 clusters Score -2.723472e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42798 members 
Mstep: Class 2 contains 176537 members 
Entering Unmasked Estep 
Score: -27234834.000000 Penalty: 6099.984375
	Iteration 54Q: 3 clusters Score -2.723483e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42520 members 
Mstep: Class 2 contains 176815 members 
Entering Unmasked Estep 
Score: -27234920.000000 Penalty: 6099.984375
	Iteration 55Q: 3 clusters Score -2.723492e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42218 members 
Mstep: Class 2 contains 177117 members 
Entering Unmasked Estep 
Score: -27234904.000000 Penalty: 6099.984375
	Iteration 56Q: 3 clusters Score -2.72349e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 177438 members 
Entering Unmasked Estep 
Score: -27234990.000000 Penalty: 6099.984375
	Iteration 57Q: 3 clusters Score -2.723499e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41513 members 
Mstep: Class 2 contains 177822 members 
Entering Unmasked Estep 
Score: -27235026.000000 Penalty: 6099.984375
	Iteration 58Q: 3 clusters Score -2.723503e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 178133 members 
Entering Unmasked Estep 
Score: -27235038.000000 Penalty: 6099.984375
	Iteration 59Q: 3 clusters Score -2.723504e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40911 members 
Mstep: Class 2 contains 178424 members 
Entering Unmasked Estep 
Score: -27235106.000000 Penalty: 6099.984375
	Iteration 60F: 3 clusters Score -2.723511e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40601 members 
Mstep: Class 2 contains 178734 members 
Entering Unmasked Estep 
Score: -27235234.000000 Penalty: 6099.984375
	Iteration 61Q: 3 clusters Score -2.723523e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 179022 members 
Entering Unmasked Estep 
Score: -27235264.000000 Penalty: 6099.984375
	Iteration 62Q: 3 clusters Score -2.723526e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39970 members 
Mstep: Class 2 contains 179365 members 
Entering Unmasked Estep 
Score: -27235322.000000 Penalty: 6099.984375
	Iteration 63Q: 3 clusters Score -2.723532e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39695 members 
Mstep: Class 2 contains 179640 members 
Entering Unmasked Estep 
Score: -27235314.000000 Penalty: 6099.984375
	Iteration 64Q: 3 clusters Score -2.723531e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39420 members 
Mstep: Class 2 contains 179915 members 
Entering Unmasked Estep 
Score: -27235466.000000 Penalty: 6099.984375
	Iteration 65Q: 3 clusters Score -2.723547e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39124 members 
Mstep: Class 2 contains 180211 members 
Entering Unmasked Estep 
Score: -27235476.000000 Penalty: 6099.984375
	Iteration 66Q: 3 clusters Score -2.723548e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38833 members 
Mstep: Class 2 contains 180502 members 
Entering Unmasked Estep 
Score: -27235530.000000 Penalty: 6099.984375
	Iteration 67Q: 3 clusters Score -2.723553e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38555 members 
Mstep: Class 2 contains 180780 members 
Entering Unmasked Estep 
Score: -27235596.000000 Penalty: 6099.984375
	Iteration 68Q: 3 clusters Score -2.72356e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38255 members 
Mstep: Class 2 contains 181080 members 
Entering Unmasked Estep 
Score: -27235716.000000 Penalty: 6099.984375
	Iteration 69Q: 3 clusters Score -2.723572e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37940 members 
Mstep: Class 2 contains 181395 members 
Entering Unmasked Estep 
Score: -27235766.000000 Penalty: 6099.984375
	Iteration 70Q: 3 clusters Score -2.723577e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 181728 members 
Entering Unmasked Estep 
Score: -27235784.000000 Penalty: 6099.984375
	Iteration 71Q: 3 clusters Score -2.723578e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37270 members 
Mstep: Class 2 contains 182065 members 
Entering Unmasked Estep 
Score: -27235820.000000 Penalty: 6099.984375
	Iteration 72Q: 3 clusters Score -2.723582e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36945 members 
Mstep: Class 2 contains 182390 members 
Entering Unmasked Estep 
Score: -27235874.000000 Penalty: 6099.984375
	Iteration 73Q: 3 clusters Score -2.723587e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36610 members 
Mstep: Class 2 contains 182725 members 
Entering Unmasked Estep 
Score: -27235924.000000 Penalty: 6099.984375
	Iteration 74Q: 3 clusters Score -2.723592e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36319 members 
Mstep: Class 2 contains 183016 members 
Entering Unmasked Estep 
Score: -27235966.000000 Penalty: 6099.984375
	Iteration 75Q: 3 clusters Score -2.723597e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35998 members 
Mstep: Class 2 contains 183337 members 
Entering Unmasked Estep 
Score: -27236058.000000 Penalty: 6099.984375
	Iteration 76Q: 3 clusters Score -2.723606e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35673 members 
Mstep: Class 2 contains 183662 members 
Entering Unmasked Estep 
Score: -27236168.000000 Penalty: 6099.984375
	Iteration 77Q: 3 clusters Score -2.723617e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 184036 members 
Entering Unmasked Estep 
Score: -27236230.000000 Penalty: 6099.984375
	Iteration 78Q: 3 clusters Score -2.723623e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34898 members 
Mstep: Class 2 contains 184437 members 
Entering Unmasked Estep 
Score: -27236276.000000 Penalty: 6099.984375
	Iteration 79Q: 3 clusters Score -2.723628e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34521 members 
Mstep: Class 2 contains 184814 members 
Entering Unmasked Estep 
Score: -27236268.000000 Penalty: 6099.984375
	Iteration 80F: 3 clusters Score -2.723627e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34115 members 
Mstep: Class 2 contains 185220 members 
Entering Unmasked Estep 
Score: -27236370.000000 Penalty: 6099.984375
	Iteration 81Q: 3 clusters Score -2.723637e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33674 members 
Mstep: Class 2 contains 185661 members 
Entering Unmasked Estep 
Score: -27236468.000000 Penalty: 6099.984375
	Iteration 82Q: 3 clusters Score -2.723647e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33230 members 
Mstep: Class 2 contains 186105 members 
Entering Unmasked Estep 
Score: -27236590.000000 Penalty: 6099.984375
	Iteration 83Q: 3 clusters Score -2.723659e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 186545 members 
Entering Unmasked Estep 
Score: -27236716.000000 Penalty: 6099.984375
	Iteration 84Q: 3 clusters Score -2.723672e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 186979 members 
Entering Unmasked Estep 
Score: -27236854.000000 Penalty: 6099.984375
	Iteration 85Q: 3 clusters Score -2.723685e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 187415 members 
Entering Unmasked Estep 
Score: -27236890.000000 Penalty: 6099.984375
	Iteration 86Q: 3 clusters Score -2.723689e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31466 members 
Mstep: Class 2 contains 187869 members 
Entering Unmasked Estep 
Score: -27237018.000000 Penalty: 6099.984375
	Iteration 87Q: 3 clusters Score -2.723702e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31047 members 
Mstep: Class 2 contains 188288 members 
Entering Unmasked Estep 
Score: -27237084.000000 Penalty: 6099.984375
	Iteration 88Q: 3 clusters Score -2.723708e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 188721 members 
Entering Unmasked Estep 
Score: -27237112.000000 Penalty: 6099.984375
	Iteration 89Q: 3 clusters Score -2.723711e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 189191 members 
Entering Unmasked Estep 
Score: -27237178.000000 Penalty: 6099.984375
	Iteration 90Q: 3 clusters Score -2.723718e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29635 members 
Mstep: Class 2 contains 189700 members 
Entering Unmasked Estep 
Score: -27237262.000000 Penalty: 6099.984375
	Iteration 91Q: 3 clusters Score -2.723726e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29193 members 
Mstep: Class 2 contains 190142 members 
Entering Unmasked Estep 
Score: -27237376.000000 Penalty: 6099.984375
	Iteration 92Q: 3 clusters Score -2.723738e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 190647 members 
Entering Unmasked Estep 
Score: -27237428.000000 Penalty: 6099.984375
	Iteration 93Q: 3 clusters Score -2.723743e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 191188 members 
Entering Unmasked Estep 
Score: -27237610.000000 Penalty: 6099.984375
	Iteration 94Q: 3 clusters Score -2.723761e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 191739 members 
Entering Unmasked Estep 
Score: -27237638.000000 Penalty: 6099.984375
	Iteration 95Q: 3 clusters Score -2.723764e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 192360 members 
Entering Unmasked Estep 
Score: -27237762.000000 Penalty: 6099.984375
	Iteration 96Q: 3 clusters Score -2.723776e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26353 members 
Mstep: Class 2 contains 192982 members 
Entering Unmasked Estep 
Score: -27237922.000000 Penalty: 6099.984375
	Iteration 97Q: 3 clusters Score -2.723792e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 193595 members 
Entering Unmasked Estep 
Score: -27238126.000000 Penalty: 6099.984375
	Iteration 98Q: 3 clusters Score -2.723813e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25089 members 
Mstep: Class 2 contains 194246 members 
Entering Unmasked Estep 
Score: -27238268.000000 Penalty: 6099.984375
	Iteration 99Q: 3 clusters Score -2.723827e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 194850 members 
Entering Unmasked Estep 
Score: -27238394.000000 Penalty: 6099.984375
	Iteration 100F: 3 clusters Score -2.723839e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23820 members 
Mstep: Class 2 contains 195515 members 
Entering Unmasked Estep 
Score: -27238486.000000 Penalty: 6099.984375
	Iteration 101Q: 3 clusters Score -2.723849e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 196150 members 
Entering Unmasked Estep 
Score: -27238620.000000 Penalty: 6099.984375
	Iteration 102Q: 3 clusters Score -2.723862e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 196769 members 
Entering Unmasked Estep 
Score: -27238808.000000 Penalty: 6099.984375
	Iteration 103Q: 3 clusters Score -2.723881e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 197420 members 
Entering Unmasked Estep 
Score: -27238828.000000 Penalty: 6099.984375
	Iteration 104Q: 3 clusters Score -2.723883e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 198013 members 
Entering Unmasked Estep 
Score: -27238936.000000 Penalty: 6099.984375
	Iteration 105Q: 3 clusters Score -2.723894e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 198622 members 
Entering Unmasked Estep 
Score: -27238992.000000 Penalty: 6099.984375
	Iteration 106Q: 3 clusters Score -2.723899e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 199186 members 
Entering Unmasked Estep 
Score: -27239048.000000 Penalty: 6099.984375
	Iteration 107Q: 3 clusters Score -2.723905e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 199760 members 
Entering Unmasked Estep 
Score: -27239068.000000 Penalty: 6099.984375
	Iteration 108Q: 3 clusters Score -2.723907e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 200396 members 
Entering Unmasked Estep 
Score: -27239190.000000 Penalty: 6099.984375
	Iteration 109Q: 3 clusters Score -2.723919e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 201009 members 
Entering Unmasked Estep 
Score: -27239270.000000 Penalty: 6099.984375
	Iteration 110Q: 3 clusters Score -2.723927e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 201582 members 
Entering Unmasked Estep 
Score: -27239316.000000 Penalty: 6099.984375
	Iteration 111Q: 3 clusters Score -2.723932e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 202119 members 
Entering Unmasked Estep 
Score: -27239454.000000 Penalty: 6099.984375
	Iteration 112Q: 3 clusters Score -2.723945e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 202673 members 
Entering Unmasked Estep 
Score: -27239504.000000 Penalty: 6099.984375
	Iteration 113Q: 3 clusters Score -2.72395e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16107 members 
Mstep: Class 2 contains 203228 members 
Entering Unmasked Estep 
Score: -27239616.000000 Penalty: 6099.984375
	Iteration 114Q: 3 clusters Score -2.723962e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15557 members 
Mstep: Class 2 contains 203778 members 
Entering Unmasked Estep 
Score: -27239620.000000 Penalty: 6099.984375
	Iteration 115Q: 3 clusters Score -2.723962e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 204335 members 
Entering Unmasked Estep 
Score: -27239698.000000 Penalty: 6099.984375
	Iteration 116Q: 3 clusters Score -2.72397e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 204944 members 
Entering Unmasked Estep 
Score: -27239828.000000 Penalty: 6099.984375
	Iteration 117Q: 3 clusters Score -2.723983e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 205578 members 
Entering Unmasked Estep 
Score: -27239944.000000 Penalty: 6099.984375
	Iteration 118Q: 3 clusters Score -2.723994e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 206171 members 
Entering Unmasked Estep 
Score: -27240106.000000 Penalty: 6099.984375
	Iteration 119Q: 3 clusters Score -2.724011e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12593 members 
Mstep: Class 2 contains 206742 members 
Entering Unmasked Estep 
Score: -27240188.000000 Penalty: 6099.984375
	Iteration 120F: 3 clusters Score -2.724019e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 207306 members 
Entering Unmasked Estep 
Score: -27240288.000000 Penalty: 6099.984375
	Iteration 121Q: 3 clusters Score -2.724029e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 207882 members 
Entering Unmasked Estep 
Score: -27240398.000000 Penalty: 6099.984375
	Iteration 122Q: 3 clusters Score -2.72404e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 208397 members 
Entering Unmasked Estep 
Score: -27240480.000000 Penalty: 6099.984375
	Iteration 123Q: 3 clusters Score -2.724048e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 208902 members 
Entering Unmasked Estep 
Score: -27240700.000000 Penalty: 6099.984375
	Iteration 124Q: 3 clusters Score -2.72407e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9918 members 
Mstep: Class 2 contains 209417 members 
Entering Unmasked Estep 
Score: -27240876.000000 Penalty: 6099.984375
	Iteration 125Q: 3 clusters Score -2.724088e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 209925 members 
Entering Unmasked Estep 
Score: -27240950.000000 Penalty: 6099.984375
	Iteration 126Q: 3 clusters Score -2.724095e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 210422 members 
Entering Unmasked Estep 
Score: -27241078.000000 Penalty: 6099.984375
	Iteration 127Q: 3 clusters Score -2.724108e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 210900 members 
Entering Unmasked Estep 
Score: -27241064.000000 Penalty: 6099.984375
	Iteration 128Q: 3 clusters Score -2.724106e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 211325 members 
Entering Unmasked Estep 
Score: -27241120.000000 Penalty: 6099.984375
	Iteration 129Q: 3 clusters Score -2.724112e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 211733 members 
Entering Unmasked Estep 
Score: -27241276.000000 Penalty: 6099.984375
	Iteration 130Q: 3 clusters Score -2.724128e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 212099 members 
Entering Unmasked Estep 
Score: -27241368.000000 Penalty: 6099.984375
	Iteration 131Q: 3 clusters Score -2.724137e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 212416 members 
Entering Unmasked Estep 
Score: -27241396.000000 Penalty: 6099.984375
	Iteration 132Q: 3 clusters Score -2.72414e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 212729 members 
Entering Unmasked Estep 
Score: -27241430.000000 Penalty: 6099.984375
	Iteration 133Q: 3 clusters Score -2.724143e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 213019 members 
Entering Unmasked Estep 
Score: -27241574.000000 Penalty: 6099.984375
	Iteration 134Q: 3 clusters Score -2.724157e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 213266 members 
Entering Unmasked Estep 
Score: -27241584.000000 Penalty: 6099.984375
	Iteration 135Q: 3 clusters Score -2.724158e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 213501 members 
Entering Unmasked Estep 
Score: -27241666.000000 Penalty: 6099.984375
	Iteration 136Q: 3 clusters Score -2.724167e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 213722 members 
Entering Unmasked Estep 
Score: -27241724.000000 Penalty: 6099.984375
	Iteration 137Q: 3 clusters Score -2.724172e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 213946 members 
Entering Unmasked Estep 
Score: -27241740.000000 Penalty: 6099.984375
	Iteration 138Q: 3 clusters Score -2.724174e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 214169 members 
Entering Unmasked Estep 
Score: -27241760.000000 Penalty: 6099.984375
	Iteration 139Q: 3 clusters Score -2.724176e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 214372 members 
Entering Unmasked Estep 
Score: -27241754.000000 Penalty: 6099.984375
	Iteration 140F: 3 clusters Score -2.724175e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 214554 members 
Entering Unmasked Estep 
Score: -27241822.000000 Penalty: 6099.984375
	Iteration 141Q: 3 clusters Score -2.724182e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 214713 members 
Entering Unmasked Estep 
Score: -27241834.000000 Penalty: 6099.984375
	Iteration 142Q: 3 clusters Score -2.724183e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 214874 members 
Entering Unmasked Estep 
Score: -27241878.000000 Penalty: 6099.984375
	Iteration 143Q: 3 clusters Score -2.724188e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 215036 members 
Entering Unmasked Estep 
Score: -27241952.000000 Penalty: 6099.984375
	Iteration 144Q: 3 clusters Score -2.724195e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 215161 members 
Entering Unmasked Estep 
Score: -27241968.000000 Penalty: 6099.984375
	Iteration 145Q: 3 clusters Score -2.724197e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 215259 members 
Entering Unmasked Estep 
Score: -27242006.000000 Penalty: 6099.984375
	Iteration 146Q: 3 clusters Score -2.724201e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 215357 members 
Entering Unmasked Estep 
Score: -27242018.000000 Penalty: 6099.984375
	Iteration 147Q: 3 clusters Score -2.724202e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 215443 members 
Entering Unmasked Estep 
Score: -27242092.000000 Penalty: 6099.984375
	Iteration 148Q: 3 clusters Score -2.724209e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 215522 members 
Entering Unmasked Estep 
Score: -27242100.000000 Penalty: 6099.984375
	Iteration 149Q: 3 clusters Score -2.72421e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 215608 members 
Entering Unmasked Estep 
Score: -27242110.000000 Penalty: 6099.984375
	Iteration 150Q: 3 clusters Score -2.724211e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 215700 members 
Entering Unmasked Estep 
Score: -27242130.000000 Penalty: 6099.984375
	Iteration 151Q: 3 clusters Score -2.724213e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 215785 members 
Entering Unmasked Estep 
Score: -27242180.000000 Penalty: 6099.984375
	Iteration 152Q: 3 clusters Score -2.724218e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 215864 members 
Entering Unmasked Estep 
Score: -27242182.000000 Penalty: 6099.984375
	Iteration 153Q: 3 clusters Score -2.724218e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 215947 members 
Entering Unmasked Estep 
Score: -27242222.000000 Penalty: 6099.984375
	Iteration 154Q: 3 clusters Score -2.724222e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 216030 members 
Entering Unmasked Estep 
Score: -27242236.000000 Penalty: 6099.984375
	Iteration 155Q: 3 clusters Score -2.724224e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 216102 members 
Entering Unmasked Estep 
Score: -27242268.000000 Penalty: 6099.984375
	Iteration 156Q: 3 clusters Score -2.724227e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 216172 members 
Entering Unmasked Estep 
Score: -27242272.000000 Penalty: 6099.984375
	Iteration 157Q: 3 clusters Score -2.724227e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 216231 members 
Entering Unmasked Estep 
Score: -27242280.000000 Penalty: 6099.984375
	Iteration 158Q: 3 clusters Score -2.724228e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 216282 members 
Entering Unmasked Estep 
Score: -27242288.000000 Penalty: 6099.984375
	Iteration 159Q: 3 clusters Score -2.724229e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 216339 members 
Entering Unmasked Estep 
Score: -27242308.000000 Penalty: 6099.984375
	Iteration 160F: 3 clusters Score -2.724231e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 216391 members 
Entering Unmasked Estep 
Score: -27242326.000000 Penalty: 6099.984375
	Iteration 161Q: 3 clusters Score -2.724233e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 216430 members 
Entering Unmasked Estep 
Score: -27242348.000000 Penalty: 6099.984375
	Iteration 162Q: 3 clusters Score -2.724235e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 216458 members 
Entering Unmasked Estep 
Score: -27242370.000000 Penalty: 6099.984375
	Iteration 163Q: 3 clusters Score -2.724237e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 216482 members 
Entering Unmasked Estep 
Score: -27242386.000000 Penalty: 6099.984375
	Iteration 164Q: 3 clusters Score -2.724239e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 216507 members 
Entering Unmasked Estep 
Score: -27242374.000000 Penalty: 6099.984375
	Iteration 165Q: 3 clusters Score -2.724237e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 216521 members 
Entering Unmasked Estep 
Score: -27242354.000000 Penalty: 6099.984375
	Iteration 166Q: 3 clusters Score -2.724235e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 216525 members 
Entering Unmasked Estep 
Score: -27242370.000000 Penalty: 6099.984375
	Iteration 167Q: 3 clusters Score -2.724237e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 216537 members 
Entering Unmasked Estep 
Score: -27242358.000000 Penalty: 6099.984375
	Iteration 168Q: 3 clusters Score -2.724236e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 216554 members 
Entering Unmasked Estep 
Score: -27242356.000000 Penalty: 6099.984375
	Iteration 169Q: 3 clusters Score -2.724236e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 216569 members 
Entering Unmasked Estep 
Score: -27242350.000000 Penalty: 6099.984375
	Iteration 170Q: 3 clusters Score -2.724235e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 216578 members 
Entering Unmasked Estep 
Score: -27242348.000000 Penalty: 6099.984375
	Iteration 171Q: 3 clusters Score -2.724235e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 216589 members 
Entering Unmasked Estep 
Score: -27242322.000000 Penalty: 6099.984375
	Iteration 172Q: 3 clusters Score -2.724232e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 216612 members 
Entering Unmasked Estep 
Score: -27242328.000000 Penalty: 6099.984375
	Iteration 173Q: 3 clusters Score -2.724233e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 216624 members 
Entering Unmasked Estep 
Score: -27242354.000000 Penalty: 6099.984375
	Iteration 174Q: 3 clusters Score -2.724235e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 216634 members 
Entering Unmasked Estep 
Score: -27242358.000000 Penalty: 6099.984375
	Iteration 175Q: 3 clusters Score -2.724236e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 216653 members 
Entering Unmasked Estep 
Score: -27242370.000000 Penalty: 6099.984375
	Iteration 176Q: 3 clusters Score -2.724237e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 216671 members 
Entering Unmasked Estep 
Score: -27242388.000000 Penalty: 6099.984375
	Iteration 177Q: 3 clusters Score -2.724239e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 216684 members 
Entering Unmasked Estep 
Score: -27242402.000000 Penalty: 6099.984375
	Iteration 178Q: 3 clusters Score -2.72424e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 216705 members 
Entering Unmasked Estep 
Score: -27242384.000000 Penalty: 6099.984375
	Iteration 179Q: 3 clusters Score -2.724238e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 216732 members 
Entering Unmasked Estep 
Score: -27242404.000000 Penalty: 6099.984375
	Iteration 180F: 3 clusters Score -2.72424e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 216754 members 
Entering Unmasked Estep 
Score: -27242386.000000 Penalty: 6099.984375
	Iteration 181Q: 3 clusters Score -2.724239e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 216778 members 
Entering Unmasked Estep 
Score: -27242384.000000 Penalty: 6099.984375
	Iteration 182Q: 3 clusters Score -2.724238e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 216789 members 
Entering Unmasked Estep 
Score: -27242410.000000 Penalty: 6099.984375
	Iteration 183Q: 3 clusters Score -2.724241e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 216802 members 
Entering Unmasked Estep 
Score: -27242410.000000 Penalty: 6099.984375
	Iteration 184Q: 3 clusters Score -2.724241e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 216809 members 
Entering Unmasked Estep 
Score: -27242400.000000 Penalty: 6099.984375
	Iteration 185Q: 3 clusters Score -2.72424e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 216823 members 
Entering Unmasked Estep 
Score: -27242382.000000 Penalty: 6099.984375
	Iteration 186Q: 3 clusters Score -2.724238e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 216828 members 
Entering Unmasked Estep 
Score: -27242372.000000 Penalty: 6099.984375
	Iteration 187Q: 3 clusters Score -2.724237e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 216830 members 
Entering Unmasked Estep 
Score: -27242386.000000 Penalty: 6099.984375
	Iteration 188Q: 3 clusters Score -2.724239e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 216834 members 
Entering Unmasked Estep 
Score: -27242404.000000 Penalty: 6099.984375
	Iteration 189Q: 3 clusters Score -2.72424e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 216841 members 
Entering Unmasked Estep 
Score: -27242402.000000 Penalty: 6099.984375
	Iteration 190Q: 3 clusters Score -2.72424e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 216853 members 
Entering Unmasked Estep 
Score: -27242382.000000 Penalty: 6099.984375
	Iteration 191Q: 3 clusters Score -2.724238e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 216864 members 
Entering Unmasked Estep 
Score: -27242398.000000 Penalty: 6099.984375
	Iteration 192Q: 3 clusters Score -2.72424e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 216874 members 
Entering Unmasked Estep 
Score: -27242398.000000 Penalty: 6099.984375
	Iteration 193Q: 3 clusters Score -2.72424e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 216890 members 
Entering Unmasked Estep 
Score: -27242414.000000 Penalty: 6099.984375
	Iteration 194Q: 3 clusters Score -2.724241e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 216899 members 
Entering Unmasked Estep 
Score: -27242416.000000 Penalty: 6099.984375
	Iteration 195Q: 3 clusters Score -2.724242e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 216911 members 
Entering Unmasked Estep 
Score: -27242428.000000 Penalty: 6099.984375
	Iteration 196Q: 3 clusters Score -2.724243e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 216912 members 
Entering Unmasked Estep 
Score: -27242440.000000 Penalty: 6099.984375
	Iteration 197Q: 3 clusters Score -2.724244e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 216922 members 
Entering Unmasked Estep 
Score: -27242436.000000 Penalty: 6099.984375
	Iteration 198Q: 3 clusters Score -2.724244e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 216933 members 
Entering Unmasked Estep 
Score: -27242428.000000 Penalty: 6099.984375
	Iteration 199Q: 3 clusters Score -2.724243e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 216940 members 
Entering Unmasked Estep 
Score: -27242436.000000 Penalty: 6099.984375
	Iteration 200F: 3 clusters Score -2.724244e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 216950 members 
Entering Unmasked Estep 
Score: -27242442.000000 Penalty: 6099.984375
	Iteration 201Q: 3 clusters Score -2.724244e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 216965 members 
Entering Unmasked Estep 
Score: -27242452.000000 Penalty: 6099.984375
	Iteration 202Q: 3 clusters Score -2.724245e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 216980 members 
Entering Unmasked Estep 
Score: -27242448.000000 Penalty: 6099.984375
	Iteration 203Q: 3 clusters Score -2.724245e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 216991 members 
Entering Unmasked Estep 
Score: -27242462.000000 Penalty: 6099.984375
	Iteration 204Q: 3 clusters Score -2.724246e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 216998 members 
Entering Unmasked Estep 
Score: -27242480.000000 Penalty: 6099.984375
	Iteration 205Q: 3 clusters Score -2.724248e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 217007 members 
Entering Unmasked Estep 
Score: -27242452.000000 Penalty: 6099.984375
	Iteration 206Q: 3 clusters Score -2.724245e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 217016 members 
Entering Unmasked Estep 
Score: -27242466.000000 Penalty: 6099.984375
	Iteration 207Q: 3 clusters Score -2.724247e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 217028 members 
Entering Unmasked Estep 
Score: -27242448.000000 Penalty: 6099.984375
	Iteration 208Q: 3 clusters Score -2.724245e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 217041 members 
Entering Unmasked Estep 
Score: -27242458.000000 Penalty: 6099.984375
	Iteration 209Q: 3 clusters Score -2.724246e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 217047 members 
Entering Unmasked Estep 
Score: -27242434.000000 Penalty: 6099.984375
	Iteration 210Q: 3 clusters Score -2.724243e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 217060 members 
Entering Unmasked Estep 
Score: -27242436.000000 Penalty: 6099.984375
	Iteration 211Q: 3 clusters Score -2.724244e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 217070 members 
Entering Unmasked Estep 
Score: -27242444.000000 Penalty: 6099.984375
	Iteration 212Q: 3 clusters Score -2.724244e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 217080 members 
Entering Unmasked Estep 
Score: -27242444.000000 Penalty: 6099.984375
	Iteration 213Q: 3 clusters Score -2.724244e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 217091 members 
Entering Unmasked Estep 
Score: -27242452.000000 Penalty: 6099.984375
	Iteration 214Q: 3 clusters Score -2.724245e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 217092 members 
Entering Unmasked Estep 
Score: -27242454.000000 Penalty: 6099.984375
	Iteration 215Q: 3 clusters Score -2.724245e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 217094 members 
Entering Unmasked Estep 
Score: -27242458.000000 Penalty: 6099.984375
	Iteration 216Q: 3 clusters Score -2.724246e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 217099 members 
Entering Unmasked Estep 
Score: -27242466.000000 Penalty: 6099.984375
	Iteration 217Q: 3 clusters Score -2.724247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 217103 members 
Entering Unmasked Estep 
Score: -27242460.000000 Penalty: 6099.984375
	Iteration 218Q: 3 clusters Score -2.724246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 217103 members 
Entering Unmasked Estep 
Score: -27242460.000000 Penalty: 6099.984375
	Iteration 219Q: 3 clusters Score -2.724246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 217103 members 
Entering Unmasked Estep 
Score: -27242458.000000 Penalty: 6099.984375
	Iteration 220F: 3 clusters Score -2.724246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 217105 members 
Entering Unmasked Estep 
Score: -27242456.000000 Penalty: 6099.984375
	Iteration 221Q: 3 clusters Score -2.724246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 217107 members 
Entering Unmasked Estep 
Score: -27242486.000000 Penalty: 6099.984375
	Iteration 222Q: 3 clusters Score -2.724249e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 217109 members 
Entering Unmasked Estep 
Score: -27242488.000000 Penalty: 6099.984375
	Iteration 223Q: 3 clusters Score -2.724249e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 217112 members 
Entering Unmasked Estep 
Score: -27242486.000000 Penalty: 6099.984375
	Iteration 224Q: 3 clusters Score -2.724249e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 217113 members 
Entering Unmasked Estep 
Score: -27242482.000000 Penalty: 6099.984375
	Iteration 225Q: 3 clusters Score -2.724248e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 217113 members 
Entering Unmasked Estep 
Score: -27242482.000000 Penalty: 6099.984375
	Iteration 226F: 3 clusters Score -2.724248e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Entering Unmasked Estep 
Score: -1698843.000000 Penalty: 2360.948730
	Iteration 0F: 2 clusters Score -1698843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1688816.750000 Penalty: 4721.897461
	Iteration 0F: 3 clusters Score -1688817 nChanged 5881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1692029.625000 Penalty: 4721.897461
	Iteration 1F: 3 clusters Score -1692030 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -1692417.000000 Penalty: 4721.897461
	Iteration 2F: 3 clusters Score -1692417 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1692757.375000 Penalty: 4721.897461
	Iteration 3F: 3 clusters Score -1692757 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1693108.000000 Penalty: 4721.897461
	Iteration 4Q: 3 clusters Score -1693108 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1693480.000000 Penalty: 4721.897461
	Iteration 5Q: 3 clusters Score -1693480 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1693849.125000 Penalty: 4721.897461
	Iteration 6Q: 3 clusters Score -1693849 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1694250.625000 Penalty: 4721.897461
	Iteration 7Q: 3 clusters Score -1694251 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -1694665.250000 Penalty: 4721.897461
	Iteration 8Q: 3 clusters Score -1694665 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1695138.500000 Penalty: 4721.897461
	Iteration 9Q: 3 clusters Score -1695138 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1695653.875000 Penalty: 4721.897461
	Iteration 10Q: 3 clusters Score -1695654 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -1696208.375000 Penalty: 4721.897461
	Iteration 11Q: 3 clusters Score -1696208 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1696841.625000 Penalty: 4721.897461
	Iteration 12Q: 3 clusters Score -1696842 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1697397.375000 Penalty: 4721.897461
	Iteration 13Q: 3 clusters Score -1697397 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1697751.625000 Penalty: 4721.897461
	Iteration 14Q: 3 clusters Score -1697752 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1697902.875000 Penalty: 4721.897461
	Iteration 15Q: 3 clusters Score -1697903 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1697980.375000 Penalty: 4721.897461
	Iteration 16Q: 3 clusters Score -1697980 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1698013.875000 Penalty: 4721.897461
	Iteration 17Q: 3 clusters Score -1698014 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1698029.375000 Penalty: 4721.897461
	Iteration 18Q: 3 clusters Score -1698029 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1698042.250000 Penalty: 4721.897461
	Iteration 19Q: 3 clusters Score -1698042 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1698048.750000 Penalty: 4721.897461
	Iteration 20F: 3 clusters Score -1698049 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1698054.500000 Penalty: 4721.897461
	Iteration 21Q: 3 clusters Score -1698054 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1698063.500000 Penalty: 4721.897461
	Iteration 22Q: 3 clusters Score -1698064 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1698064.625000 Penalty: 4721.897461
	Iteration 23Q: 3 clusters Score -1698065 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -1698073.125000 Penalty: 4721.897461
	Iteration 24Q: 3 clusters Score -1698073 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1698076.625000 Penalty: 4721.897461
	Iteration 25Q: 3 clusters Score -1698077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -1698075.500000 Penalty: 4721.897461
	Iteration 26Q: 3 clusters Score -1698076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1698074.375000 Penalty: 4721.897461
	Iteration 27Q: 3 clusters Score -1698074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -1698080.875000 Penalty: 4721.897461
	Iteration 28Q: 3 clusters Score -1698081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1698080.625000 Penalty: 4721.897461
	Iteration 29Q: 3 clusters Score -1698081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1698080.625000 Penalty: 4721.897461
	Iteration 30Q: 3 clusters Score -1698081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -1698080.250000 Penalty: 4721.897461
	Iteration 31Q: 3 clusters Score -1698080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -1698082.875000 Penalty: 4721.897461
	Iteration 32Q: 3 clusters Score -1698083 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1698083.875000 Penalty: 4721.897461
	Iteration 33Q: 3 clusters Score -1698084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -1698086.500000 Penalty: 4721.897461
	Iteration 34Q: 3 clusters Score -1698086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -1698088.875000 Penalty: 4721.897461
	Iteration 35Q: 3 clusters Score -1698089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -1698089.875000 Penalty: 4721.897461
	Iteration 36Q: 3 clusters Score -1698090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1698088.375000 Penalty: 4721.897461
	Iteration 37Q: 3 clusters Score -1698088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -1698088.750000 Penalty: 4721.897461
	Iteration 38Q: 3 clusters Score -1698089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1698088.875000 Penalty: 4721.897461
	Iteration 39Q: 3 clusters Score -1698089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1698088.875000 Penalty: 4721.897461
	Iteration 40F: 3 clusters Score -1698089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Entering Unmasked Estep 
Score: -838932.687500 Penalty: 2181.904297
	Iteration 0F: 2 clusters Score -838932.7 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 3346 members 
Entering Unmasked Estep 
Score: -833427.187500 Penalty: 4363.808594
	Iteration 0F: 3 clusters Score -833427.2 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -834891.375000 Penalty: 4363.808594
	Iteration 1F: 3 clusters Score -834891.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -835118.812500 Penalty: 4363.808594
	Iteration 2F: 3 clusters Score -835118.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -835262.500000 Penalty: 4363.808594
	Iteration 3Q: 3 clusters Score -835262.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -835356.000000 Penalty: 4363.808594
	Iteration 4Q: 3 clusters Score -835356 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -835451.125000 Penalty: 4363.808594
	Iteration 5Q: 3 clusters Score -835451.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -835543.812500 Penalty: 4363.808594
	Iteration 6Q: 3 clusters Score -835543.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -835628.125000 Penalty: 4363.808594
	Iteration 7Q: 3 clusters Score -835628.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -835700.312500 Penalty: 4363.808594
	Iteration 8Q: 3 clusters Score -835700.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -835757.187500 Penalty: 4363.808594
	Iteration 9Q: 3 clusters Score -835757.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -835830.750000 Penalty: 4363.808594
	Iteration 10Q: 3 clusters Score -835830.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -835900.625000 Penalty: 4363.808594
	Iteration 11Q: 3 clusters Score -835900.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -835987.187500 Penalty: 4363.808594
	Iteration 12Q: 3 clusters Score -835987.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -836075.875000 Penalty: 4363.808594
	Iteration 13Q: 3 clusters Score -836075.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -836175.812500 Penalty: 4363.808594
	Iteration 14Q: 3 clusters Score -836175.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -836275.750000 Penalty: 4363.808594
	Iteration 15Q: 3 clusters Score -836275.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -836375.125000 Penalty: 4363.808594
	Iteration 16Q: 3 clusters Score -836375.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -836456.187500 Penalty: 4363.808594
	Iteration 17Q: 3 clusters Score -836456.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -836523.812500 Penalty: 4363.808594
	Iteration 18Q: 3 clusters Score -836523.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -836593.750000 Penalty: 4363.808594
	Iteration 19Q: 3 clusters Score -836593.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -836657.125000 Penalty: 4363.808594
	Iteration 20F: 3 clusters Score -836657.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -836717.812500 Penalty: 4363.808594
	Iteration 21Q: 3 clusters Score -836717.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -836782.562500 Penalty: 4363.808594
	Iteration 22Q: 3 clusters Score -836782.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -836821.125000 Penalty: 4363.808594
	Iteration 23Q: 3 clusters Score -836821.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -836849.562500 Penalty: 4363.808594
	Iteration 24Q: 3 clusters Score -836849.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -836873.312500 Penalty: 4363.808594
	Iteration 25Q: 3 clusters Score -836873.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -836894.812500 Penalty: 4363.808594
	Iteration 26Q: 3 clusters Score -836894.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -836916.750000 Penalty: 4363.808594
	Iteration 27Q: 3 clusters Score -836916.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -836941.062500 Penalty: 4363.808594
	Iteration 28Q: 3 clusters Score -836941.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -836966.625000 Penalty: 4363.808594
	Iteration 29Q: 3 clusters Score -836966.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -836985.812500 Penalty: 4363.808594
	Iteration 30Q: 3 clusters Score -836985.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -837000.375000 Penalty: 4363.808594
	Iteration 31Q: 3 clusters Score -837000.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -837007.875000 Penalty: 4363.808594
	Iteration 32Q: 3 clusters Score -837007.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -837013.750000 Penalty: 4363.808594
	Iteration 33Q: 3 clusters Score -837013.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -837015.312500 Penalty: 4363.808594
	Iteration 34Q: 3 clusters Score -837015.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -837021.000000 Penalty: 4363.808594
	Iteration 35Q: 3 clusters Score -837021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -837023.750000 Penalty: 4363.808594
	Iteration 36Q: 3 clusters Score -837023.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -837026.500000 Penalty: 4363.808594
	Iteration 37Q: 3 clusters Score -837026.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -837029.625000 Penalty: 4363.808594
	Iteration 38Q: 3 clusters Score -837029.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -837031.187500 Penalty: 4363.808594
	Iteration 39Q: 3 clusters Score -837031.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -837031.187500 Penalty: 4363.808594
	Iteration 40F: 3 clusters Score -837031.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Entering Unmasked Estep 
Score: -163896.328125 Penalty: 1798.509277
	Iteration 0F: 2 clusters Score -163896.3 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 713 members 
Entering Unmasked Estep 
Score: -161787.656250 Penalty: 3597.018555
	Iteration 0F: 3 clusters Score -161787.7 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -162473.671875 Penalty: 3597.018555
	Iteration 1F: 3 clusters Score -162473.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -162861.578125 Penalty: 3597.018555
	Iteration 2F: 3 clusters Score -162861.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -163209.296875 Penalty: 3597.018555
	Iteration 3F: 3 clusters Score -163209.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -163400.500000 Penalty: 3597.018555
	Iteration 4F: 3 clusters Score -163400.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -163471.375000 Penalty: 3597.018555
	Iteration 5Q: 3 clusters Score -163471.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -163508.000000 Penalty: 3597.018555
	Iteration 6Q: 3 clusters Score -163508 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -163538.484375 Penalty: 3597.018555
	Iteration 7Q: 3 clusters Score -163538.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -163564.343750 Penalty: 3597.018555
	Iteration 8Q: 3 clusters Score -163564.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -163590.906250 Penalty: 3597.018555
	Iteration 9Q: 3 clusters Score -163590.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -163620.296875 Penalty: 3597.018555
	Iteration 10Q: 3 clusters Score -163620.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -163683.703125 Penalty: 3597.018555
	Iteration 11Q: 3 clusters Score -163683.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -163746.859375 Penalty: 3597.018555
	Iteration 12Q: 3 clusters Score -163746.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -163806.156250 Penalty: 3597.018555
	Iteration 13Q: 3 clusters Score -163806.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -163853.109375 Penalty: 3597.018555
	Iteration 14Q: 3 clusters Score -163853.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -163882.796875 Penalty: 3597.018555
	Iteration 15Q: 3 clusters Score -163882.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -163913.984375 Penalty: 3597.018555
	Iteration 16Q: 3 clusters Score -163914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -163947.531250 Penalty: 3597.018555
	Iteration 17Q: 3 clusters Score -163947.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -163969.578125 Penalty: 3597.018555
	Iteration 18Q: 3 clusters Score -163969.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -163982.343750 Penalty: 3597.018555
	Iteration 19Q: 3 clusters Score -163982.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -163993.390625 Penalty: 3597.018555
	Iteration 20F: 3 clusters Score -163993.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -163998.843750 Penalty: 3597.018555
	Iteration 21Q: 3 clusters Score -163998.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -164005.281250 Penalty: 3597.018555
	Iteration 22Q: 3 clusters Score -164005.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -164008.765625 Penalty: 3597.018555
	Iteration 23Q: 3 clusters Score -164008.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -164009.500000 Penalty: 3597.018555
	Iteration 24Q: 3 clusters Score -164009.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -164009.500000 Penalty: 3597.018555
	Iteration 25F: 3 clusters Score -164009.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26398 members 
Mstep: Class 3 contains 45299 members 
Mstep: Class 4 contains 219335 members 
Mstep: Class 5 contains 13629 members 
Mstep: Class 6 contains 6621 members 
Mstep: Class 7 contains 822 members 
Mstep: Class 8 contains 60724 members 
Mstep: Class 9 contains 42552 members 
Mstep: Class 10 contains 22068 members 
Mstep: Class 11 contains 6278 members 
Mstep: Class 12 contains 17898 members 
Mstep: Class 13 contains 33221 members 
Mstep: Class 14 contains 2217 members 
Mstep: Class 15 contains 4222 members 
Mstep: Class 16 contains 1986 members 
Mstep: Class 17 contains 2705 members 
Mstep: Class 18 contains 190270 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19793 members 
Mstep: Class 21 contains 62006 members 
Mstep: Class 22 contains 589 members 
Mstep: Class 23 contains 71702 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
Score: -104758744.000000 Penalty: 81314.312500
Splitting cluster 7 changes total score from -104760296.000000 to -104758744.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (60724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60724 members 
Entering Unmasked Estep 
Score: -7670131.000000 Penalty: 2731.495361
	Iteration 0F: 2 clusters Score -7670131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 30147 members 
Entering Unmasked Estep 
Score: -7629498.000000 Penalty: 5462.990723
	Iteration 0F: 3 clusters Score -7629498 nChanged 28227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -7645284.500000 Penalty: 5462.990723
	Iteration 1F: 3 clusters Score -7645284 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -7645909.500000 Penalty: 5462.990723
	Iteration 2Q: 3 clusters Score -7645910 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34995 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -7646685.000000 Penalty: 5462.990723
	Iteration 3Q: 3 clusters Score -7646685 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 23377 members 
Entering Unmasked Estep 
Score: -7647782.500000 Penalty: 5462.990723
	Iteration 4Q: 3 clusters Score -7647782 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40578 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -7649747.000000 Penalty: 5462.990723
	Iteration 5F: 3 clusters Score -7649747 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44783 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -7652795.500000 Penalty: 5462.990723
	Iteration 6F: 3 clusters Score -7652796 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49811 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -7657191.500000 Penalty: 5462.990723
	Iteration 7F: 3 clusters Score -7657192 nChanged 4813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54616 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -7661826.500000 Penalty: 5462.990723
	Iteration 8F: 3 clusters Score -7661826 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57994 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -7665181.500000 Penalty: 5462.990723
	Iteration 9F: 3 clusters Score -7665182 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59602 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -7666704.000000 Penalty: 5462.990723
	Iteration 10Q: 3 clusters Score -7666704 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60210 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -7667325.000000 Penalty: 5462.990723
	Iteration 11Q: 3 clusters Score -7667325 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60392 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -7667543.000000 Penalty: 5462.990723
	Iteration 12Q: 3 clusters Score -7667543 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60447 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -7667624.500000 Penalty: 5462.990723
	Iteration 13Q: 3 clusters Score -7667624 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60479 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -7667667.000000 Penalty: 5462.990723
	Iteration 14Q: 3 clusters Score -7667667 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60497 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -7667688.500000 Penalty: 5462.990723
	Iteration 15Q: 3 clusters Score -7667688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60504 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -7667712.000000 Penalty: 5462.990723
	Iteration 16Q: 3 clusters Score -7667712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60507 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -7667732.500000 Penalty: 5462.990723
	Iteration 17Q: 3 clusters Score -7667732 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60510 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -7667734.000000 Penalty: 5462.990723
	Iteration 18Q: 3 clusters Score -7667734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60511 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -7667735.500000 Penalty: 5462.990723
	Iteration 19Q: 3 clusters Score -7667736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60511 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -7667742.500000 Penalty: 5462.990723
	Iteration 20F: 3 clusters Score -7667742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60513 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -7667744.000000 Penalty: 5462.990723
	Iteration 21Q: 3 clusters Score -7667744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60514 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -7667746.500000 Penalty: 5462.990723
	Iteration 22Q: 3 clusters Score -7667746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60514 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -7667746.500000 Penalty: 5462.990723
	Iteration 23F: 3 clusters Score -7667746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42552 members 
Entering Unmasked Estep 
Score: -5371179.000000 Penalty: 2643.303711
	Iteration 0F: 2 clusters Score -5371179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -5342426.500000 Penalty: 5286.607422
	Iteration 0F: 3 clusters Score -5342426 nChanged 19511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22214 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -5353201.000000 Penalty: 5286.607422
	Iteration 1F: 3 clusters Score -5353201 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22855 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -5353774.000000 Penalty: 5286.607422
	Iteration 2Q: 3 clusters Score -5353774 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -5354386.000000 Penalty: 5286.607422
	Iteration 3Q: 3 clusters Score -5354386 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -5355160.500000 Penalty: 5286.607422
	Iteration 4Q: 3 clusters Score -5355160 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -5356324.500000 Penalty: 5286.607422
	Iteration 5F: 3 clusters Score -5356324 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -5357879.500000 Penalty: 5286.607422
	Iteration 6F: 3 clusters Score -5357880 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -5359917.500000 Penalty: 5286.607422
	Iteration 7F: 3 clusters Score -5359918 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -5362176.500000 Penalty: 5286.607422
	Iteration 8F: 3 clusters Score -5362176 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36525 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -5364176.500000 Penalty: 5286.607422
	Iteration 9F: 3 clusters Score -5364176 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38293 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -5365675.500000 Penalty: 5286.607422
	Iteration 10Q: 3 clusters Score -5365676 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39543 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -5366724.500000 Penalty: 5286.607422
	Iteration 11Q: 3 clusters Score -5366724 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40397 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -5367439.000000 Penalty: 5286.607422
	Iteration 12Q: 3 clusters Score -5367439 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40942 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -5367930.500000 Penalty: 5286.607422
	Iteration 13Q: 3 clusters Score -5367930 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41278 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -5368232.000000 Penalty: 5286.607422
	Iteration 14Q: 3 clusters Score -5368232 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -5368412.500000 Penalty: 5286.607422
	Iteration 15Q: 3 clusters Score -5368412 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41680 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -5368547.000000 Penalty: 5286.607422
	Iteration 16Q: 3 clusters Score -5368547 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41787 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -5368642.500000 Penalty: 5286.607422
	Iteration 17Q: 3 clusters Score -5368642 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41859 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -5368711.000000 Penalty: 5286.607422
	Iteration 18Q: 3 clusters Score -5368711 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -5368749.000000 Penalty: 5286.607422
	Iteration 19Q: 3 clusters Score -5368749 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41948 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -5368774.000000 Penalty: 5286.607422
	Iteration 20F: 3 clusters Score -5368774 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41968 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5368790.000000 Penalty: 5286.607422
	Iteration 21Q: 3 clusters Score -5368790 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41985 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5368809.000000 Penalty: 5286.607422
	Iteration 22Q: 3 clusters Score -5368809 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42004 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -5368818.000000 Penalty: 5286.607422
	Iteration 23Q: 3 clusters Score -5368818 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42025 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -5368832.500000 Penalty: 5286.607422
	Iteration 24Q: 3 clusters Score -5368832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42040 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -5368832.000000 Penalty: 5286.607422
	Iteration 25Q: 3 clusters Score -5368832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42053 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5368844.500000 Penalty: 5286.607422
	Iteration 26Q: 3 clusters Score -5368844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -5368848.500000 Penalty: 5286.607422
	Iteration 27Q: 3 clusters Score -5368848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42070 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5368861.500000 Penalty: 5286.607422
	Iteration 28Q: 3 clusters Score -5368862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42076 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5368866.000000 Penalty: 5286.607422
	Iteration 29Q: 3 clusters Score -5368866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42078 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -5368867.500000 Penalty: 5286.607422
	Iteration 30Q: 3 clusters Score -5368868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5368871.000000 Penalty: 5286.607422
	Iteration 31Q: 3 clusters Score -5368871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42082 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5368874.500000 Penalty: 5286.607422
	Iteration 32Q: 3 clusters Score -5368874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42087 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -5368869.000000 Penalty: 5286.607422
	Iteration 33Q: 3 clusters Score -5368869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42092 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -5368880.500000 Penalty: 5286.607422
	Iteration 34Q: 3 clusters Score -5368880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42097 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -5368883.000000 Penalty: 5286.607422
	Iteration 35Q: 3 clusters Score -5368883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42099 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5368885.500000 Penalty: 5286.607422
	Iteration 36Q: 3 clusters Score -5368886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42101 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -5368899.500000 Penalty: 5286.607422
	Iteration 37Q: 3 clusters Score -5368900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42104 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5368901.000000 Penalty: 5286.607422
	Iteration 38Q: 3 clusters Score -5368901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42106 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -5368904.500000 Penalty: 5286.607422
	Iteration 39Q: 3 clusters Score -5368904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42107 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5368903.000000 Penalty: 5286.607422
	Iteration 40F: 3 clusters Score -5368903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42109 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5368907.000000 Penalty: 5286.607422
	Iteration 41Q: 3 clusters Score -5368907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5368907.000000 Penalty: 5286.607422
	Iteration 42Q: 3 clusters Score -5368907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5368911.500000 Penalty: 5286.607422
	Iteration 43Q: 3 clusters Score -5368912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42113 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5368906.500000 Penalty: 5286.607422
	Iteration 44Q: 3 clusters Score -5368906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42113 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5368906.500000 Penalty: 5286.607422
	Iteration 45F: 3 clusters Score -5368906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Entering Unmasked Estep 
Score: -2657935.500000 Penalty: 2480.467041
	Iteration 0F: 2 clusters Score -2657936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -2642552.500000 Penalty: 4960.934082
	Iteration 0F: 3 clusters Score -2642552 nChanged 9763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -2647800.500000 Penalty: 4960.934082
	Iteration 1F: 3 clusters Score -2647800 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -2648185.750000 Penalty: 4960.934082
	Iteration 2Q: 3 clusters Score -2648186 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -2648574.000000 Penalty: 4960.934082
	Iteration 3Q: 3 clusters Score -2648574 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -2649002.250000 Penalty: 4960.934082
	Iteration 4Q: 3 clusters Score -2649002 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -2649507.250000 Penalty: 4960.934082
	Iteration 5Q: 3 clusters Score -2649507 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -2650163.250000 Penalty: 4960.934082
	Iteration 6F: 3 clusters Score -2650163 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -2651022.000000 Penalty: 4960.934082
	Iteration 7F: 3 clusters Score -2651022 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -2652034.000000 Penalty: 4960.934082
	Iteration 8F: 3 clusters Score -2652034 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -2653098.250000 Penalty: 4960.934082
	Iteration 9F: 3 clusters Score -2653098 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -2654046.250000 Penalty: 4960.934082
	Iteration 10Q: 3 clusters Score -2654046 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -2654755.250000 Penalty: 4960.934082
	Iteration 11Q: 3 clusters Score -2654755 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -2655212.750000 Penalty: 4960.934082
	Iteration 12Q: 3 clusters Score -2655213 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 21337 members 
Entering Unmasked Estep 
Score: -2655495.750000 Penalty: 4960.934082
	Iteration 13Q: 3 clusters Score -2655496 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -2655647.250000 Penalty: 4960.934082
	Iteration 14Q: 3 clusters Score -2655647 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -2655716.000000 Penalty: 4960.934082
	Iteration 15Q: 3 clusters Score -2655716 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -2655769.750000 Penalty: 4960.934082
	Iteration 16Q: 3 clusters Score -2655770 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -2655817.500000 Penalty: 4960.934082
	Iteration 17Q: 3 clusters Score -2655818 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -2655831.000000 Penalty: 4960.934082
	Iteration 18Q: 3 clusters Score -2655831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -2655838.750000 Penalty: 4960.934082
	Iteration 19Q: 3 clusters Score -2655839 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -2655850.000000 Penalty: 4960.934082
	Iteration 20F: 3 clusters Score -2655850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -2655860.000000 Penalty: 4960.934082
	Iteration 21Q: 3 clusters Score -2655860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -2655868.750000 Penalty: 4960.934082
	Iteration 22Q: 3 clusters Score -2655869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -2655872.750000 Penalty: 4960.934082
	Iteration 23Q: 3 clusters Score -2655873 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -2655875.250000 Penalty: 4960.934082
	Iteration 24Q: 3 clusters Score -2655875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -2655876.250000 Penalty: 4960.934082
	Iteration 25Q: 3 clusters Score -2655876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -2655880.000000 Penalty: 4960.934082
	Iteration 26Q: 3 clusters Score -2655880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -2655883.500000 Penalty: 4960.934082
	Iteration 27Q: 3 clusters Score -2655884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -2655882.250000 Penalty: 4960.934082
	Iteration 28Q: 3 clusters Score -2655882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -2655882.250000 Penalty: 4960.934082
	Iteration 29Q: 3 clusters Score -2655882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 21722 members 
Entering Unmasked Estep 
Score: -2655882.250000 Penalty: 4960.934082
	Iteration 30F: 3 clusters Score -2655882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Entering Unmasked Estep 
Score: -740926.625000 Penalty: 2168.711914
	Iteration 0F: 2 clusters Score -740926.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -735574.687500 Penalty: 4337.423828
	Iteration 0F: 3 clusters Score -735574.7 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -737209.187500 Penalty: 4337.423828
	Iteration 1F: 3 clusters Score -737209.2 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -737724.250000 Penalty: 4337.423828
	Iteration 2F: 3 clusters Score -737724.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -738150.312500 Penalty: 4337.423828
	Iteration 3F: 3 clusters Score -738150.3 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -738537.312500 Penalty: 4337.423828
	Iteration 4F: 3 clusters Score -738537.3 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -738848.187500 Penalty: 4337.423828
	Iteration 5F: 3 clusters Score -738848.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -739100.375000 Penalty: 4337.423828
	Iteration 6F: 3 clusters Score -739100.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -739272.812500 Penalty: 4337.423828
	Iteration 7Q: 3 clusters Score -739272.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -739354.000000 Penalty: 4337.423828
	Iteration 8Q: 3 clusters Score -739354 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -739411.812500 Penalty: 4337.423828
	Iteration 9Q: 3 clusters Score -739411.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -739448.937500 Penalty: 4337.423828
	Iteration 10Q: 3 clusters Score -739448.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -739476.500000 Penalty: 4337.423828
	Iteration 11Q: 3 clusters Score -739476.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -739494.812500 Penalty: 4337.423828
	Iteration 12Q: 3 clusters Score -739494.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -739506.125000 Penalty: 4337.423828
	Iteration 13Q: 3 clusters Score -739506.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -739517.250000 Penalty: 4337.423828
	Iteration 14Q: 3 clusters Score -739517.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -739523.812500 Penalty: 4337.423828
	Iteration 15Q: 3 clusters Score -739523.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -739525.437500 Penalty: 4337.423828
	Iteration 16Q: 3 clusters Score -739525.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -739524.937500 Penalty: 4337.423828
	Iteration 17Q: 3 clusters Score -739524.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -739527.625000 Penalty: 4337.423828
	Iteration 18Q: 3 clusters Score -739527.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -739530.000000 Penalty: 4337.423828
	Iteration 19Q: 3 clusters Score -739530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -739532.812500 Penalty: 4337.423828
	Iteration 20F: 3 clusters Score -739532.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -739537.437500 Penalty: 4337.423828
	Iteration 21Q: 3 clusters Score -739537.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -739538.937500 Penalty: 4337.423828
	Iteration 22Q: 3 clusters Score -739538.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -739543.437500 Penalty: 4337.423828
	Iteration 23Q: 3 clusters Score -739543.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -739546.750000 Penalty: 4337.423828
	Iteration 24Q: 3 clusters Score -739546.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -739547.375000 Penalty: 4337.423828
	Iteration 25Q: 3 clusters Score -739547.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -739549.062500 Penalty: 4337.423828
	Iteration 26Q: 3 clusters Score -739549.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -739548.750000 Penalty: 4337.423828
	Iteration 27Q: 3 clusters Score -739548.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -739549.125000 Penalty: 4337.423828
	Iteration 28Q: 3 clusters Score -739549.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -739549.937500 Penalty: 4337.423828
	Iteration 29Q: 3 clusters Score -739549.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -739550.000000 Penalty: 4337.423828
	Iteration 30Q: 3 clusters Score -739550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -739550.375000 Penalty: 4337.423828
	Iteration 31Q: 3 clusters Score -739550.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -739552.062500 Penalty: 4337.423828
	Iteration 32Q: 3 clusters Score -739552.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -739550.250000 Penalty: 4337.423828
	Iteration 33Q: 3 clusters Score -739550.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -739550.687500 Penalty: 4337.423828
	Iteration 34Q: 3 clusters Score -739550.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -739550.687500 Penalty: 4337.423828
	Iteration 35F: 3 clusters Score -739550.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Entering Unmasked Estep 
Score: -2265760.500000 Penalty: 2428.526123
	Iteration 0F: 2 clusters Score -2265760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -2253016.750000 Penalty: 4857.052246
	Iteration 0F: 3 clusters Score -2253017 nChanged 7809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -2257099.250000 Penalty: 4857.052246
	Iteration 1F: 3 clusters Score -2257099 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -2257447.750000 Penalty: 4857.052246
	Iteration 2F: 3 clusters Score -2257448 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -2257671.250000 Penalty: 4857.052246
	Iteration 3Q: 3 clusters Score -2257671 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -2257867.750000 Penalty: 4857.052246
	Iteration 4Q: 3 clusters Score -2257868 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -2258000.750000 Penalty: 4857.052246
	Iteration 5Q: 3 clusters Score -2258001 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -2258132.500000 Penalty: 4857.052246
	Iteration 6Q: 3 clusters Score -2258132 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -2258298.000000 Penalty: 4857.052246
	Iteration 7Q: 3 clusters Score -2258298 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -2258509.500000 Penalty: 4857.052246
	Iteration 8Q: 3 clusters Score -2258510 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -2258811.500000 Penalty: 4857.052246
	Iteration 9Q: 3 clusters Score -2258812 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -2259256.000000 Penalty: 4857.052246
	Iteration 10Q: 3 clusters Score -2259256 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -2259882.000000 Penalty: 4857.052246
	Iteration 11F: 3 clusters Score -2259882 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -2260697.250000 Penalty: 4857.052246
	Iteration 12F: 3 clusters Score -2260697 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -2261603.250000 Penalty: 4857.052246
	Iteration 13F: 3 clusters Score -2261603 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
Score: -2262443.750000 Penalty: 4857.052246
	Iteration 14Q: 3 clusters Score -2262444 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -2262987.000000 Penalty: 4857.052246
	Iteration 15Q: 3 clusters Score -2262987 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -2263292.000000 Penalty: 4857.052246
	Iteration 16Q: 3 clusters Score -2263292 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -2263458.500000 Penalty: 4857.052246
	Iteration 17Q: 3 clusters Score -2263458 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -2263564.250000 Penalty: 4857.052246
	Iteration 18Q: 3 clusters Score -2263564 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -2263608.750000 Penalty: 4857.052246
	Iteration 19Q: 3 clusters Score -2263609 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -2263629.750000 Penalty: 4857.052246
	Iteration 20F: 3 clusters Score -2263630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -2263647.500000 Penalty: 4857.052246
	Iteration 21Q: 3 clusters Score -2263648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -2263656.000000 Penalty: 4857.052246
	Iteration 22Q: 3 clusters Score -2263656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -2263659.750000 Penalty: 4857.052246
	Iteration 23Q: 3 clusters Score -2263660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -2263666.500000 Penalty: 4857.052246
	Iteration 24Q: 3 clusters Score -2263666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -2263664.500000 Penalty: 4857.052246
	Iteration 25Q: 3 clusters Score -2263664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -2263664.500000 Penalty: 4857.052246
	Iteration 26F: 3 clusters Score -2263664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (33221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Entering Unmasked Estep 
Score: -4167747.250000 Penalty: 2581.912354
	Iteration 0F: 2 clusters Score -4167747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16629 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -4145103.250000 Penalty: 5163.824707
	Iteration 0F: 3 clusters Score -4145103 nChanged 15050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -4153303.250000 Penalty: 5163.824707
	Iteration 1F: 3 clusters Score -4153303 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -4153774.750000 Penalty: 5163.824707
	Iteration 2Q: 3 clusters Score -4153775 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -4154208.750000 Penalty: 5163.824707
	Iteration 3Q: 3 clusters Score -4154209 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -4154662.500000 Penalty: 5163.824707
	Iteration 4Q: 3 clusters Score -4154662 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -4155103.750000 Penalty: 5163.824707
	Iteration 5Q: 3 clusters Score -4155104 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15418 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -4155600.250000 Penalty: 5163.824707
	Iteration 6Q: 3 clusters Score -4155600 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -4156301.000000 Penalty: 5163.824707
	Iteration 7Q: 3 clusters Score -4156301 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -4157139.250000 Penalty: 5163.824707
	Iteration 8Q: 3 clusters Score -4157139 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -4158199.000000 Penalty: 5163.824707
	Iteration 9F: 3 clusters Score -4158199 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -4159396.250000 Penalty: 5163.824707
	Iteration 10F: 3 clusters Score -4159396 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -4160690.750000 Penalty: 5163.824707
	Iteration 11F: 3 clusters Score -4160691 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 23087 members 
Entering Unmasked Estep 
Score: -4161906.000000 Penalty: 5163.824707
	Iteration 12Q: 3 clusters Score -4161906 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -4162787.750000 Penalty: 5163.824707
	Iteration 13Q: 3 clusters Score -4162788 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -4163328.000000 Penalty: 5163.824707
	Iteration 14Q: 3 clusters Score -4163328 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
Score: -4163669.000000 Penalty: 5163.824707
	Iteration 15Q: 3 clusters Score -4163669 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -4163874.000000 Penalty: 5163.824707
	Iteration 16Q: 3 clusters Score -4163874 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -4164023.000000 Penalty: 5163.824707
	Iteration 17Q: 3 clusters Score -4164023 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -4164156.750000 Penalty: 5163.824707
	Iteration 18Q: 3 clusters Score -4164157 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -4164258.250000 Penalty: 5163.824707
	Iteration 19Q: 3 clusters Score -4164258 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -4164334.250000 Penalty: 5163.824707
	Iteration 20F: 3 clusters Score -4164334 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -4164404.000000 Penalty: 5163.824707
	Iteration 21Q: 3 clusters Score -4164404 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 26973 members 
Entering Unmasked Estep 
Score: -4164461.250000 Penalty: 5163.824707
	Iteration 22Q: 3 clusters Score -4164461 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -4164516.250000 Penalty: 5163.824707
	Iteration 23Q: 3 clusters Score -4164516 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -4164549.000000 Penalty: 5163.824707
	Iteration 24Q: 3 clusters Score -4164549 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 27523 members 
Entering Unmasked Estep 
Score: -4164582.000000 Penalty: 5163.824707
	Iteration 25Q: 3 clusters Score -4164582 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -4164633.500000 Penalty: 5163.824707
	Iteration 26Q: 3 clusters Score -4164634 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -4164688.500000 Penalty: 5163.824707
	Iteration 27Q: 3 clusters Score -4164688 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -4164725.500000 Penalty: 5163.824707
	Iteration 28Q: 3 clusters Score -4164726 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -4164779.750000 Penalty: 5163.824707
	Iteration 29Q: 3 clusters Score -4164780 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 28482 members 
Entering Unmasked Estep 
Score: -4164850.250000 Penalty: 5163.824707
	Iteration 30Q: 3 clusters Score -4164850 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -4164898.250000 Penalty: 5163.824707
	Iteration 31Q: 3 clusters Score -4164898 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -4164962.000000 Penalty: 5163.824707
	Iteration 32Q: 3 clusters Score -4164962 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -4165016.250000 Penalty: 5163.824707
	Iteration 33Q: 3 clusters Score -4165016 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -4165063.500000 Penalty: 5163.824707
	Iteration 34Q: 3 clusters Score -4165064 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
Score: -4165096.750000 Penalty: 5163.824707
	Iteration 35Q: 3 clusters Score -4165097 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -4165130.250000 Penalty: 5163.824707
	Iteration 36Q: 3 clusters Score -4165130 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 29634 members 
Entering Unmasked Estep 
Score: -4165167.500000 Penalty: 5163.824707
	Iteration 37Q: 3 clusters Score -4165168 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -4165180.750000 Penalty: 5163.824707
	Iteration 38Q: 3 clusters Score -4165181 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 29875 members 
Entering Unmasked Estep 
Score: -4165207.000000 Penalty: 5163.824707
	Iteration 39Q: 3 clusters Score -4165207 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -4165237.750000 Penalty: 5163.824707
	Iteration 40F: 3 clusters Score -4165238 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
Score: -4165269.500000 Penalty: 5163.824707
	Iteration 41Q: 3 clusters Score -4165270 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -4165290.000000 Penalty: 5163.824707
	Iteration 42Q: 3 clusters Score -4165290 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -4165333.500000 Penalty: 5163.824707
	Iteration 43Q: 3 clusters Score -4165334 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 30424 members 
Entering Unmasked Estep 
Score: -4165372.750000 Penalty: 5163.824707
	Iteration 44Q: 3 clusters Score -4165373 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -4165407.500000 Penalty: 5163.824707
	Iteration 45Q: 3 clusters Score -4165408 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -4165432.250000 Penalty: 5163.824707
	Iteration 46Q: 3 clusters Score -4165432 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 30733 members 
Entering Unmasked Estep 
Score: -4165471.000000 Penalty: 5163.824707
	Iteration 47Q: 3 clusters Score -4165471 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -4165504.750000 Penalty: 5163.824707
	Iteration 48Q: 3 clusters Score -4165505 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 30957 members 
Entering Unmasked Estep 
Score: -4165532.500000 Penalty: 5163.824707
	Iteration 49Q: 3 clusters Score -4165532 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -4165552.000000 Penalty: 5163.824707
	Iteration 50Q: 3 clusters Score -4165552 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 31122 members 
Entering Unmasked Estep 
Score: -4165573.000000 Penalty: 5163.824707
	Iteration 51Q: 3 clusters Score -4165573 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 31196 members 
Entering Unmasked Estep 
Score: -4165595.750000 Penalty: 5163.824707
	Iteration 52Q: 3 clusters Score -4165596 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -4165618.750000 Penalty: 5163.824707
	Iteration 53Q: 3 clusters Score -4165619 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 31345 members 
Entering Unmasked Estep 
Score: -4165647.250000 Penalty: 5163.824707
	Iteration 54Q: 3 clusters Score -4165647 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 31417 members 
Entering Unmasked Estep 
Score: -4165665.000000 Penalty: 5163.824707
	Iteration 55Q: 3 clusters Score -4165665 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 31487 members 
Entering Unmasked Estep 
Score: -4165681.750000 Penalty: 5163.824707
	Iteration 56Q: 3 clusters Score -4165682 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -4165697.750000 Penalty: 5163.824707
	Iteration 57Q: 3 clusters Score -4165698 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 31607 members 
Entering Unmasked Estep 
Score: -4165722.250000 Penalty: 5163.824707
	Iteration 58Q: 3 clusters Score -4165722 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 31661 members 
Entering Unmasked Estep 
Score: -4165741.250000 Penalty: 5163.824707
	Iteration 59Q: 3 clusters Score -4165741 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
Score: -4165759.500000 Penalty: 5163.824707
	Iteration 60F: 3 clusters Score -4165760 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 31745 members 
Entering Unmasked Estep 
Score: -4165767.250000 Penalty: 5163.824707
	Iteration 61Q: 3 clusters Score -4165767 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
Score: -4165785.750000 Penalty: 5163.824707
	Iteration 62Q: 3 clusters Score -4165786 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 31828 members 
Entering Unmasked Estep 
Score: -4165801.250000 Penalty: 5163.824707
	Iteration 63Q: 3 clusters Score -4165801 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 31867 members 
Entering Unmasked Estep 
Score: -4165821.750000 Penalty: 5163.824707
	Iteration 64Q: 3 clusters Score -4165822 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 31901 members 
Entering Unmasked Estep 
Score: -4165827.250000 Penalty: 5163.824707
	Iteration 65Q: 3 clusters Score -4165827 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 31925 members 
Entering Unmasked Estep 
Score: -4165827.500000 Penalty: 5163.824707
	Iteration 66Q: 3 clusters Score -4165828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
Score: -4165838.250000 Penalty: 5163.824707
	Iteration 67Q: 3 clusters Score -4165838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 31964 members 
Entering Unmasked Estep 
Score: -4165844.000000 Penalty: 5163.824707
	Iteration 68Q: 3 clusters Score -4165844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 31981 members 
Entering Unmasked Estep 
Score: -4165843.750000 Penalty: 5163.824707
	Iteration 69Q: 3 clusters Score -4165844 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -4165847.000000 Penalty: 5163.824707
	Iteration 70Q: 3 clusters Score -4165847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 32001 members 
Entering Unmasked Estep 
Score: -4165853.500000 Penalty: 5163.824707
	Iteration 71Q: 3 clusters Score -4165854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 32011 members 
Entering Unmasked Estep 
Score: -4165859.750000 Penalty: 5163.824707
	Iteration 72Q: 3 clusters Score -4165860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 32017 members 
Entering Unmasked Estep 
Score: -4165856.000000 Penalty: 5163.824707
	Iteration 73Q: 3 clusters Score -4165856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 32023 members 
Entering Unmasked Estep 
Score: -4165862.250000 Penalty: 5163.824707
	Iteration 74Q: 3 clusters Score -4165862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 32032 members 
Entering Unmasked Estep 
Score: -4165866.250000 Penalty: 5163.824707
	Iteration 75Q: 3 clusters Score -4165866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -4165866.250000 Penalty: 5163.824707
	Iteration 76Q: 3 clusters Score -4165866 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 32050 members 
Entering Unmasked Estep 
Score: -4165870.750000 Penalty: 5163.824707
	Iteration 77Q: 3 clusters Score -4165871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 32056 members 
Entering Unmasked Estep 
Score: -4165875.500000 Penalty: 5163.824707
	Iteration 78Q: 3 clusters Score -4165876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 32063 members 
Entering Unmasked Estep 
Score: -4165875.000000 Penalty: 5163.824707
	Iteration 79Q: 3 clusters Score -4165875 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -4165878.000000 Penalty: 5163.824707
	Iteration 80F: 3 clusters Score -4165878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 32084 members 
Entering Unmasked Estep 
Score: -4165885.750000 Penalty: 5163.824707
	Iteration 81Q: 3 clusters Score -4165886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -4165884.000000 Penalty: 5163.824707
	Iteration 82Q: 3 clusters Score -4165884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 32094 members 
Entering Unmasked Estep 
Score: -4165882.000000 Penalty: 5163.824707
	Iteration 83Q: 3 clusters Score -4165882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -4165885.250000 Penalty: 5163.824707
	Iteration 84Q: 3 clusters Score -4165885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -4165889.500000 Penalty: 5163.824707
	Iteration 85Q: 3 clusters Score -4165890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -4165891.000000 Penalty: 5163.824707
	Iteration 86Q: 3 clusters Score -4165891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 32121 members 
Entering Unmasked Estep 
Score: -4165890.500000 Penalty: 5163.824707
	Iteration 87Q: 3 clusters Score -4165890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 32134 members 
Entering Unmasked Estep 
Score: -4165886.000000 Penalty: 5163.824707
	Iteration 88Q: 3 clusters Score -4165886 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -4165893.000000 Penalty: 5163.824707
	Iteration 89Q: 3 clusters Score -4165893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 32148 members 
Entering Unmasked Estep 
Score: -4165892.250000 Penalty: 5163.824707
	Iteration 90Q: 3 clusters Score -4165892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 32151 members 
Entering Unmasked Estep 
Score: -4165895.000000 Penalty: 5163.824707
	Iteration 91Q: 3 clusters Score -4165895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -4165900.250000 Penalty: 5163.824707
	Iteration 92Q: 3 clusters Score -4165900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -4165898.000000 Penalty: 5163.824707
	Iteration 93Q: 3 clusters Score -4165898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -4165898.000000 Penalty: 5163.824707
	Iteration 94F: 3 clusters Score -4165898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Entering Unmasked Estep 
Score: -266122.687500 Penalty: 1910.569824
	Iteration 0F: 2 clusters Score -266122.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -263361.062500 Penalty: 3821.139648
	Iteration 0F: 3 clusters Score -263361.1 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -263974.593750 Penalty: 3821.139648
	Iteration 1F: 3 clusters Score -263974.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -264157.250000 Penalty: 3821.139648
	Iteration 2F: 3 clusters Score -264157.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -264271.250000 Penalty: 3821.139648
	Iteration 3F: 3 clusters Score -264271.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -264352.781250 Penalty: 3821.139648
	Iteration 4Q: 3 clusters Score -264352.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -264409.906250 Penalty: 3821.139648
	Iteration 5Q: 3 clusters Score -264409.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -264451.562500 Penalty: 3821.139648
	Iteration 6Q: 3 clusters Score -264451.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -264481.625000 Penalty: 3821.139648
	Iteration 7Q: 3 clusters Score -264481.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -264509.000000 Penalty: 3821.139648
	Iteration 8Q: 3 clusters Score -264509 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -264533.093750 Penalty: 3821.139648
	Iteration 9Q: 3 clusters Score -264533.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -264555.406250 Penalty: 3821.139648
	Iteration 10Q: 3 clusters Score -264555.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -264578.625000 Penalty: 3821.139648
	Iteration 11Q: 3 clusters Score -264578.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -264608.875000 Penalty: 3821.139648
	Iteration 12Q: 3 clusters Score -264608.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -264635.968750 Penalty: 3821.139648
	Iteration 13Q: 3 clusters Score -264636 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -264652.000000 Penalty: 3821.139648
	Iteration 14Q: 3 clusters Score -264652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -264662.156250 Penalty: 3821.139648
	Iteration 15Q: 3 clusters Score -264662.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -264671.500000 Penalty: 3821.139648
	Iteration 16Q: 3 clusters Score -264671.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -264677.593750 Penalty: 3821.139648
	Iteration 17Q: 3 clusters Score -264677.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -264688.000000 Penalty: 3821.139648
	Iteration 18Q: 3 clusters Score -264688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -264696.312500 Penalty: 3821.139648
	Iteration 19Q: 3 clusters Score -264696.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -264707.812500 Penalty: 3821.139648
	Iteration 20F: 3 clusters Score -264707.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -264710.125000 Penalty: 3821.139648
	Iteration 21Q: 3 clusters Score -264710.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -264713.656250 Penalty: 3821.139648
	Iteration 22Q: 3 clusters Score -264713.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -264716.375000 Penalty: 3821.139648
	Iteration 23Q: 3 clusters Score -264716.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -264719.062500 Penalty: 3821.139648
	Iteration 24Q: 3 clusters Score -264719.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -264720.187500 Penalty: 3821.139648
	Iteration 25Q: 3 clusters Score -264720.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -264720.718750 Penalty: 3821.139648
	Iteration 26Q: 3 clusters Score -264720.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -264720.718750 Penalty: 3821.139648
	Iteration 27F: 3 clusters Score -264720.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Entering Unmasked Estep 
Score: -494362.593750 Penalty: 2070.320068
	Iteration 0F: 2 clusters Score -494362.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -490289.812500 Penalty: 4140.640137
	Iteration 0F: 3 clusters Score -490289.8 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -491194.875000 Penalty: 4140.640137
	Iteration 1F: 3 clusters Score -491194.9 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -491428.562500 Penalty: 4140.640137
	Iteration 2F: 3 clusters Score -491428.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -491639.593750 Penalty: 4140.640137
	Iteration 3F: 3 clusters Score -491639.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -491778.250000 Penalty: 4140.640137
	Iteration 4Q: 3 clusters Score -491778.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -491873.656250 Penalty: 4140.640137
	Iteration 5Q: 3 clusters Score -491873.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -491946.062500 Penalty: 4140.640137
	Iteration 6Q: 3 clusters Score -491946.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -492001.250000 Penalty: 4140.640137
	Iteration 7Q: 3 clusters Score -492001.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -492066.750000 Penalty: 4140.640137
	Iteration 8Q: 3 clusters Score -492066.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -492143.468750 Penalty: 4140.640137
	Iteration 9Q: 3 clusters Score -492143.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -492229.062500 Penalty: 4140.640137
	Iteration 10Q: 3 clusters Score -492229.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -492334.187500 Penalty: 4140.640137
	Iteration 11Q: 3 clusters Score -492334.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -492453.406250 Penalty: 4140.640137
	Iteration 12Q: 3 clusters Score -492453.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -492586.500000 Penalty: 4140.640137
	Iteration 13Q: 3 clusters Score -492586.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -492730.437500 Penalty: 4140.640137
	Iteration 14Q: 3 clusters Score -492730.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -492842.968750 Penalty: 4140.640137
	Iteration 15Q: 3 clusters Score -492843 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -492933.062500 Penalty: 4140.640137
	Iteration 16Q: 3 clusters Score -492933.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -492999.812500 Penalty: 4140.640137
	Iteration 17Q: 3 clusters Score -492999.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -493043.875000 Penalty: 4140.640137
	Iteration 18Q: 3 clusters Score -493043.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -493077.406250 Penalty: 4140.640137
	Iteration 19Q: 3 clusters Score -493077.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -493120.375000 Penalty: 4140.640137
	Iteration 20F: 3 clusters Score -493120.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -493161.156250 Penalty: 4140.640137
	Iteration 21Q: 3 clusters Score -493161.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -493209.125000 Penalty: 4140.640137
	Iteration 22Q: 3 clusters Score -493209.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -493261.843750 Penalty: 4140.640137
	Iteration 23Q: 3 clusters Score -493261.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -493314.875000 Penalty: 4140.640137
	Iteration 24Q: 3 clusters Score -493314.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -493361.562500 Penalty: 4140.640137
	Iteration 25Q: 3 clusters Score -493361.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -493405.062500 Penalty: 4140.640137
	Iteration 26Q: 3 clusters Score -493405.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -493480.781250 Penalty: 4140.640137
	Iteration 27Q: 3 clusters Score -493480.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -493588.531250 Penalty: 4140.640137
	Iteration 28Q: 3 clusters Score -493588.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -493667.750000 Penalty: 4140.640137
	Iteration 29Q: 3 clusters Score -493667.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -493691.812500 Penalty: 4140.640137
	Iteration 30Q: 3 clusters Score -493691.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -493702.281250 Penalty: 4140.640137
	Iteration 31Q: 3 clusters Score -493702.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -493704.875000 Penalty: 4140.640137
	Iteration 32Q: 3 clusters Score -493704.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -493705.062500 Penalty: 4140.640137
	Iteration 33Q: 3 clusters Score -493705.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -493708.062500 Penalty: 4140.640137
	Iteration 34Q: 3 clusters Score -493708.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -493708.750000 Penalty: 4140.640137
	Iteration 35Q: 3 clusters Score -493708.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -493708.750000 Penalty: 4140.640137
	Iteration 36F: 3 clusters Score -493708.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Entering Unmasked Estep 
Score: -242449.109375 Penalty: 1883.281738
	Iteration 0F: 2 clusters Score -242449.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -239865.937500 Penalty: 3766.563477
	Iteration 0F: 3 clusters Score -239865.9 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -240298.828125 Penalty: 3766.563477
	Iteration 1F: 3 clusters Score -240298.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -240412.125000 Penalty: 3766.563477
	Iteration 2F: 3 clusters Score -240412.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -240483.750000 Penalty: 3766.563477
	Iteration 3Q: 3 clusters Score -240483.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -240516.125000 Penalty: 3766.563477
	Iteration 4Q: 3 clusters Score -240516.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -240534.734375 Penalty: 3766.563477
	Iteration 5Q: 3 clusters Score -240534.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -240550.359375 Penalty: 3766.563477
	Iteration 6Q: 3 clusters Score -240550.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -240563.968750 Penalty: 3766.563477
	Iteration 7Q: 3 clusters Score -240564 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -240576.453125 Penalty: 3766.563477
	Iteration 8Q: 3 clusters Score -240576.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -240582.734375 Penalty: 3766.563477
	Iteration 9Q: 3 clusters Score -240582.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -240587.781250 Penalty: 3766.563477
	Iteration 10Q: 3 clusters Score -240587.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -240591.546875 Penalty: 3766.563477
	Iteration 11Q: 3 clusters Score -240591.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -240592.984375 Penalty: 3766.563477
	Iteration 12Q: 3 clusters Score -240593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -240594.171875 Penalty: 3766.563477
	Iteration 13Q: 3 clusters Score -240594.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -240594.171875 Penalty: 3766.563477
	Iteration 14F: 3 clusters Score -240594.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Entering Unmasked Estep 
Score: -306349.656250 Penalty: 1959.908569
	Iteration 0F: 2 clusters Score -306349.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -303286.031250 Penalty: 3919.817139
	Iteration 0F: 3 clusters Score -303286 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -303910.125000 Penalty: 3919.817139
	Iteration 1F: 3 clusters Score -303910.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -304085.406250 Penalty: 3919.817139
	Iteration 2F: 3 clusters Score -304085.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -304199.843750 Penalty: 3919.817139
	Iteration 3F: 3 clusters Score -304199.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -304275.750000 Penalty: 3919.817139
	Iteration 4Q: 3 clusters Score -304275.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -304316.500000 Penalty: 3919.817139
	Iteration 5Q: 3 clusters Score -304316.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -304345.843750 Penalty: 3919.817139
	Iteration 6Q: 3 clusters Score -304345.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -304371.250000 Penalty: 3919.817139
	Iteration 7Q: 3 clusters Score -304371.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -304398.437500 Penalty: 3919.817139
	Iteration 8Q: 3 clusters Score -304398.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -304423.937500 Penalty: 3919.817139
	Iteration 9Q: 3 clusters Score -304423.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -304450.468750 Penalty: 3919.817139
	Iteration 10Q: 3 clusters Score -304450.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -304481.000000 Penalty: 3919.817139
	Iteration 11Q: 3 clusters Score -304481 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -304506.125000 Penalty: 3919.817139
	Iteration 12Q: 3 clusters Score -304506.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -304523.906250 Penalty: 3919.817139
	Iteration 13Q: 3 clusters Score -304523.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -304543.687500 Penalty: 3919.817139
	Iteration 14Q: 3 clusters Score -304543.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -304562.531250 Penalty: 3919.817139
	Iteration 15Q: 3 clusters Score -304562.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -304583.437500 Penalty: 3919.817139
	Iteration 16Q: 3 clusters Score -304583.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -304600.187500 Penalty: 3919.817139
	Iteration 17Q: 3 clusters Score -304600.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -304619.000000 Penalty: 3919.817139
	Iteration 18Q: 3 clusters Score -304619 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -304639.937500 Penalty: 3919.817139
	Iteration 19Q: 3 clusters Score -304639.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -304660.031250 Penalty: 3919.817139
	Iteration 20F: 3 clusters Score -304660 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -304689.562500 Penalty: 3919.817139
	Iteration 21Q: 3 clusters Score -304689.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -304713.250000 Penalty: 3919.817139
	Iteration 22Q: 3 clusters Score -304713.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -304736.843750 Penalty: 3919.817139
	Iteration 23Q: 3 clusters Score -304736.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -304771.750000 Penalty: 3919.817139
	Iteration 24Q: 3 clusters Score -304771.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -304827.906250 Penalty: 3919.817139
	Iteration 25Q: 3 clusters Score -304827.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -304876.875000 Penalty: 3919.817139
	Iteration 26Q: 3 clusters Score -304876.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -304905.625000 Penalty: 3919.817139
	Iteration 27Q: 3 clusters Score -304905.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -304931.281250 Penalty: 3919.817139
	Iteration 28Q: 3 clusters Score -304931.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -304945.312500 Penalty: 3919.817139
	Iteration 29Q: 3 clusters Score -304945.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -304956.000000 Penalty: 3919.817139
	Iteration 30Q: 3 clusters Score -304956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -304963.125000 Penalty: 3919.817139
	Iteration 31Q: 3 clusters Score -304963.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -304973.125000 Penalty: 3919.817139
	Iteration 32Q: 3 clusters Score -304973.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -304993.468750 Penalty: 3919.817139
	Iteration 33Q: 3 clusters Score -304993.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -305008.031250 Penalty: 3919.817139
	Iteration 34Q: 3 clusters Score -305008 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -305023.625000 Penalty: 3919.817139
	Iteration 35Q: 3 clusters Score -305023.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -305033.968750 Penalty: 3919.817139
	Iteration 36Q: 3 clusters Score -305034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -305040.593750 Penalty: 3919.817139
	Iteration 37Q: 3 clusters Score -305040.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -305046.750000 Penalty: 3919.817139
	Iteration 38Q: 3 clusters Score -305046.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -305050.437500 Penalty: 3919.817139
	Iteration 39Q: 3 clusters Score -305050.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -305054.812500 Penalty: 3919.817139
	Iteration 40F: 3 clusters Score -305054.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -305056.968750 Penalty: 3919.817139
	Iteration 41Q: 3 clusters Score -305057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -305059.687500 Penalty: 3919.817139
	Iteration 42Q: 3 clusters Score -305059.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -305060.437500 Penalty: 3919.817139
	Iteration 43Q: 3 clusters Score -305060.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -305061.593750 Penalty: 3919.817139
	Iteration 44Q: 3 clusters Score -305061.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -305062.812500 Penalty: 3919.817139
	Iteration 45Q: 3 clusters Score -305062.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -305065.625000 Penalty: 3919.817139
	Iteration 46Q: 3 clusters Score -305065.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -305066.468750 Penalty: 3919.817139
	Iteration 47Q: 3 clusters Score -305066.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -305070.031250 Penalty: 3919.817139
	Iteration 48Q: 3 clusters Score -305070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -305071.562500 Penalty: 3919.817139
	Iteration 49Q: 3 clusters Score -305071.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -305073.125000 Penalty: 3919.817139
	Iteration 50Q: 3 clusters Score -305073.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -305073.125000 Penalty: 3919.817139
	Iteration 51F: 3 clusters Score -305073.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (190270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190270 members 
Entering Unmasked Estep 
Score: -23633134.000000 Penalty: 3014.737549
	Iteration 0F: 2 clusters Score -2.363313e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95369 members 
Mstep: Class 2 contains 94901 members 
Entering Unmasked Estep 
Score: -23509284.000000 Penalty: 6029.475098
	Iteration 0F: 3 clusters Score -2.350928e+07 nChanged 91445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99138 members 
Mstep: Class 2 contains 91132 members 
Entering Unmasked Estep 
Score: -23563518.000000 Penalty: 6029.475098
	Iteration 1F: 3 clusters Score -2.356352e+07 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101401 members 
Mstep: Class 2 contains 88869 members 
Entering Unmasked Estep 
Score: -23565604.000000 Penalty: 6029.475098
	Iteration 2Q: 3 clusters Score -2.35656e+07 nChanged 6939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104658 members 
Mstep: Class 2 contains 85612 members 
Entering Unmasked Estep 
Score: -23568496.000000 Penalty: 6029.475098
	Iteration 3Q: 3 clusters Score -2.35685e+07 nChanged 7793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108891 members 
Mstep: Class 2 contains 81379 members 
Entering Unmasked Estep 
Score: -23572668.000000 Penalty: 6029.475098
	Iteration 4Q: 3 clusters Score -2.357267e+07 nChanged 8921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114320 members 
Mstep: Class 2 contains 75950 members 
Entering Unmasked Estep 
Score: -23577788.000000 Penalty: 6029.475098
	Iteration 5Q: 3 clusters Score -2.357779e+07 nChanged 9946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121074 members 
Mstep: Class 2 contains 69196 members 
Entering Unmasked Estep 
Score: -23583980.000000 Penalty: 6029.475098
	Iteration 6F: 3 clusters Score -2.358398e+07 nChanged 10421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129059 members 
Mstep: Class 2 contains 61211 members 
Entering Unmasked Estep 
Score: -23590942.000000 Penalty: 6029.475098
	Iteration 7F: 3 clusters Score -2.359094e+07 nChanged 10585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137946 members 
Mstep: Class 2 contains 52324 members 
Entering Unmasked Estep 
Score: -23598248.000000 Penalty: 6029.475098
	Iteration 8F: 3 clusters Score -2.359825e+07 nChanged 10362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147448 members 
Mstep: Class 2 contains 42822 members 
Entering Unmasked Estep 
Score: -23605528.000000 Penalty: 6029.475098
	Iteration 9F: 3 clusters Score -2.360553e+07 nChanged 9816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156898 members 
Mstep: Class 2 contains 33372 members 
Entering Unmasked Estep 
Score: -23612094.000000 Penalty: 6029.475098
	Iteration 10F: 3 clusters Score -2.361209e+07 nChanged 8243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164979 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -23617054.000000 Penalty: 6029.475098
	Iteration 11Q: 3 clusters Score -2.361705e+07 nChanged 6714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171627 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -23620856.000000 Penalty: 6029.475098
	Iteration 12Q: 3 clusters Score -2.362086e+07 nChanged 5210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176803 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -23623896.000000 Penalty: 6029.475098
	Iteration 13Q: 3 clusters Score -2.36239e+07 nChanged 3962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180753 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -23626106.000000 Penalty: 6029.475098
	Iteration 14Q: 3 clusters Score -2.362611e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183514 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -23627624.000000 Penalty: 6029.475098
	Iteration 15Q: 3 clusters Score -2.362762e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185371 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -23628618.000000 Penalty: 6029.475098
	Iteration 16Q: 3 clusters Score -2.362862e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186596 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -23629236.000000 Penalty: 6029.475098
	Iteration 17Q: 3 clusters Score -2.362924e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187416 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -23629628.000000 Penalty: 6029.475098
	Iteration 18Q: 3 clusters Score -2.362963e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187922 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -23629938.000000 Penalty: 6029.475098
	Iteration 19Q: 3 clusters Score -2.362994e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188275 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -23630166.000000 Penalty: 6029.475098
	Iteration 20F: 3 clusters Score -2.363017e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188517 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -23630298.000000 Penalty: 6029.475098
	Iteration 21Q: 3 clusters Score -2.36303e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188692 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -23630386.000000 Penalty: 6029.475098
	Iteration 22Q: 3 clusters Score -2.363039e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188833 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -23630506.000000 Penalty: 6029.475098
	Iteration 23Q: 3 clusters Score -2.363051e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188931 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -23630518.000000 Penalty: 6029.475098
	Iteration 24Q: 3 clusters Score -2.363052e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189008 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -23630558.000000 Penalty: 6029.475098
	Iteration 25Q: 3 clusters Score -2.363056e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189053 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -23630602.000000 Penalty: 6029.475098
	Iteration 26Q: 3 clusters Score -2.36306e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189080 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -23630634.000000 Penalty: 6029.475098
	Iteration 27Q: 3 clusters Score -2.363063e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189106 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -23630654.000000 Penalty: 6029.475098
	Iteration 28Q: 3 clusters Score -2.363065e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189117 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -23630650.000000 Penalty: 6029.475098
	Iteration 29Q: 3 clusters Score -2.363065e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189127 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -23630682.000000 Penalty: 6029.475098
	Iteration 30Q: 3 clusters Score -2.363068e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189134 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -23630674.000000 Penalty: 6029.475098
	Iteration 31Q: 3 clusters Score -2.363067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189136 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -23630674.000000 Penalty: 6029.475098
	Iteration 32Q: 3 clusters Score -2.363067e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189138 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -23630670.000000 Penalty: 6029.475098
	Iteration 33Q: 3 clusters Score -2.363067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189140 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -23630670.000000 Penalty: 6029.475098
	Iteration 34Q: 3 clusters Score -2.363067e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189148 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -23630666.000000 Penalty: 6029.475098
	Iteration 35Q: 3 clusters Score -2.363067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189151 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -23630680.000000 Penalty: 6029.475098
	Iteration 36Q: 3 clusters Score -2.363068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189152 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -23630676.000000 Penalty: 6029.475098
	Iteration 37Q: 3 clusters Score -2.363068e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189155 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -23630662.000000 Penalty: 6029.475098
	Iteration 38Q: 3 clusters Score -2.363066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189159 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -23630664.000000 Penalty: 6029.475098
	Iteration 39Q: 3 clusters Score -2.363066e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189161 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -23630664.000000 Penalty: 6029.475098
	Iteration 40F: 3 clusters Score -2.363066e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189164 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -23630652.000000 Penalty: 6029.475098
	Iteration 41Q: 3 clusters Score -2.363065e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189167 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -23630666.000000 Penalty: 6029.475098
	Iteration 42Q: 3 clusters Score -2.363067e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189170 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -23630658.000000 Penalty: 6029.475098
	Iteration 43Q: 3 clusters Score -2.363066e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189176 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -23630680.000000 Penalty: 6029.475098
	Iteration 44Q: 3 clusters Score -2.363068e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189183 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -23630682.000000 Penalty: 6029.475098
	Iteration 45Q: 3 clusters Score -2.363068e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189187 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -23630688.000000 Penalty: 6029.475098
	Iteration 46Q: 3 clusters Score -2.363069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189190 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -23630666.000000 Penalty: 6029.475098
	Iteration 47Q: 3 clusters Score -2.363067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189193 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -23630660.000000 Penalty: 6029.475098
	Iteration 48Q: 3 clusters Score -2.363066e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189195 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -23630660.000000 Penalty: 6029.475098
	Iteration 49Q: 3 clusters Score -2.363066e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189196 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -23630658.000000 Penalty: 6029.475098
	Iteration 50Q: 3 clusters Score -2.363066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189200 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -23630662.000000 Penalty: 6029.475098
	Iteration 51Q: 3 clusters Score -2.363066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189204 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -23630684.000000 Penalty: 6029.475098
	Iteration 52Q: 3 clusters Score -2.363068e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189209 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -23630682.000000 Penalty: 6029.475098
	Iteration 53Q: 3 clusters Score -2.363068e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189214 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -23630696.000000 Penalty: 6029.475098
	Iteration 54Q: 3 clusters Score -2.36307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189216 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -23630690.000000 Penalty: 6029.475098
	Iteration 55Q: 3 clusters Score -2.363069e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189216 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -23630686.000000 Penalty: 6029.475098
	Iteration 56Q: 3 clusters Score -2.363069e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189213 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -23630700.000000 Penalty: 6029.475098
	Iteration 57Q: 3 clusters Score -2.36307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189215 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -23630690.000000 Penalty: 6029.475098
	Iteration 58Q: 3 clusters Score -2.363069e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189218 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -23630682.000000 Penalty: 6029.475098
	Iteration 59Q: 3 clusters Score -2.363068e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189222 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -23630698.000000 Penalty: 6029.475098
	Iteration 60F: 3 clusters Score -2.36307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189226 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -23630704.000000 Penalty: 6029.475098
	Iteration 61Q: 3 clusters Score -2.36307e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189231 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -23630692.000000 Penalty: 6029.475098
	Iteration 62Q: 3 clusters Score -2.363069e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189235 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -23630704.000000 Penalty: 6029.475098
	Iteration 63Q: 3 clusters Score -2.36307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189237 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -23630708.000000 Penalty: 6029.475098
	Iteration 64Q: 3 clusters Score -2.363071e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189239 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -23630700.000000 Penalty: 6029.475098
	Iteration 65Q: 3 clusters Score -2.36307e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189241 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -23630710.000000 Penalty: 6029.475098
	Iteration 66Q: 3 clusters Score -2.363071e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189242 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -23630700.000000 Penalty: 6029.475098
	Iteration 67Q: 3 clusters Score -2.36307e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189242 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -23630700.000000 Penalty: 6029.475098
	Iteration 68F: 3 clusters Score -2.36307e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -27363.125000 Penalty: 1399.192993
	Iteration 0F: 2 clusters Score -27363.12 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 144 members 
Entering Unmasked Estep 
Score: -26170.613281 Penalty: 2798.385986
	Iteration 0F: 3 clusters Score -26170.61 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -26339.343750 Penalty: 2798.385986
	Iteration 1F: 3 clusters Score -26339.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -26380.398438 Penalty: 2798.385986
	Iteration 2Q: 3 clusters Score -26380.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -26388.087891 Penalty: 2798.385986
	Iteration 3Q: 3 clusters Score -26388.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -26391.335938 Penalty: 2798.385986
	Iteration 4Q: 3 clusters Score -26391.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -26391.335938 Penalty: 2798.385986
	Iteration 5F: 3 clusters Score -26391.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Entering Unmasked Estep 
Score: -2482585.750000 Penalty: 2453.484619
	Iteration 0F: 2 clusters Score -2482586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -2468651.500000 Penalty: 4906.969238
	Iteration 0F: 3 clusters Score -2468652 nChanged 8671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -2473388.250000 Penalty: 4906.969238
	Iteration 1F: 3 clusters Score -2473388 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -2473938.750000 Penalty: 4906.969238
	Iteration 2F: 3 clusters Score -2473939 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -2474556.000000 Penalty: 4906.969238
	Iteration 3F: 3 clusters Score -2474556 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
Score: -2475195.000000 Penalty: 4906.969238
	Iteration 4F: 3 clusters Score -2475195 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -2475808.750000 Penalty: 4906.969238
	Iteration 5F: 3 clusters Score -2475809 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -2476439.000000 Penalty: 4906.969238
	Iteration 6F: 3 clusters Score -2476439 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -2477014.000000 Penalty: 4906.969238
	Iteration 7F: 3 clusters Score -2477014 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -2477541.500000 Penalty: 4906.969238
	Iteration 8Q: 3 clusters Score -2477542 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -2477922.500000 Penalty: 4906.969238
	Iteration 9Q: 3 clusters Score -2477922 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -2478183.500000 Penalty: 4906.969238
	Iteration 10Q: 3 clusters Score -2478184 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -2478356.500000 Penalty: 4906.969238
	Iteration 11Q: 3 clusters Score -2478356 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -2478470.000000 Penalty: 4906.969238
	Iteration 12Q: 3 clusters Score -2478470 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -2478541.500000 Penalty: 4906.969238
	Iteration 13Q: 3 clusters Score -2478542 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -2478605.750000 Penalty: 4906.969238
	Iteration 14Q: 3 clusters Score -2478606 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -2478647.750000 Penalty: 4906.969238
	Iteration 15Q: 3 clusters Score -2478648 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -2478685.500000 Penalty: 4906.969238
	Iteration 16Q: 3 clusters Score -2478686 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -2478730.250000 Penalty: 4906.969238
	Iteration 17Q: 3 clusters Score -2478730 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -2478761.250000 Penalty: 4906.969238
	Iteration 18Q: 3 clusters Score -2478761 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -2478814.000000 Penalty: 4906.969238
	Iteration 19Q: 3 clusters Score -2478814 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -2478842.500000 Penalty: 4906.969238
	Iteration 20F: 3 clusters Score -2478842 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -2478891.000000 Penalty: 4906.969238
	Iteration 21Q: 3 clusters Score -2478891 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -2478937.500000 Penalty: 4906.969238
	Iteration 22Q: 3 clusters Score -2478938 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -2478987.250000 Penalty: 4906.969238
	Iteration 23Q: 3 clusters Score -2478987 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -2479016.000000 Penalty: 4906.969238
	Iteration 24Q: 3 clusters Score -2479016 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -2479067.750000 Penalty: 4906.969238
	Iteration 25Q: 3 clusters Score -2479068 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -2479101.250000 Penalty: 4906.969238
	Iteration 26Q: 3 clusters Score -2479101 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -2479159.500000 Penalty: 4906.969238
	Iteration 27Q: 3 clusters Score -2479160 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -2479210.000000 Penalty: 4906.969238
	Iteration 28Q: 3 clusters Score -2479210 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -2479251.250000 Penalty: 4906.969238
	Iteration 29Q: 3 clusters Score -2479251 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -2479295.250000 Penalty: 4906.969238
	Iteration 30Q: 3 clusters Score -2479295 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -2479332.000000 Penalty: 4906.969238
	Iteration 31Q: 3 clusters Score -2479332 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -2479385.250000 Penalty: 4906.969238
	Iteration 32Q: 3 clusters Score -2479385 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -2479418.750000 Penalty: 4906.969238
	Iteration 33Q: 3 clusters Score -2479419 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14933 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -2479459.500000 Penalty: 4906.969238
	Iteration 34Q: 3 clusters Score -2479460 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -2479482.000000 Penalty: 4906.969238
	Iteration 35Q: 3 clusters Score -2479482 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -2479503.000000 Penalty: 4906.969238
	Iteration 36Q: 3 clusters Score -2479503 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15328 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -2479557.250000 Penalty: 4906.969238
	Iteration 37Q: 3 clusters Score -2479557 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -2479585.000000 Penalty: 4906.969238
	Iteration 38Q: 3 clusters Score -2479585 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -2479614.500000 Penalty: 4906.969238
	Iteration 39Q: 3 clusters Score -2479614 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -2479641.750000 Penalty: 4906.969238
	Iteration 40F: 3 clusters Score -2479642 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -2479672.750000 Penalty: 4906.969238
	Iteration 41Q: 3 clusters Score -2479673 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -2479701.500000 Penalty: 4906.969238
	Iteration 42Q: 3 clusters Score -2479702 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -2479742.000000 Penalty: 4906.969238
	Iteration 43Q: 3 clusters Score -2479742 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -2479762.750000 Penalty: 4906.969238
	Iteration 44Q: 3 clusters Score -2479763 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -2479789.750000 Penalty: 4906.969238
	Iteration 45Q: 3 clusters Score -2479790 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -2479827.500000 Penalty: 4906.969238
	Iteration 46Q: 3 clusters Score -2479828 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -2479854.500000 Penalty: 4906.969238
	Iteration 47Q: 3 clusters Score -2479854 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -2479883.750000 Penalty: 4906.969238
	Iteration 48Q: 3 clusters Score -2479884 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -2479911.500000 Penalty: 4906.969238
	Iteration 49Q: 3 clusters Score -2479912 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -2479928.750000 Penalty: 4906.969238
	Iteration 50Q: 3 clusters Score -2479929 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -2479944.750000 Penalty: 4906.969238
	Iteration 51Q: 3 clusters Score -2479945 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -2479971.500000 Penalty: 4906.969238
	Iteration 52Q: 3 clusters Score -2479972 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -2479990.250000 Penalty: 4906.969238
	Iteration 53Q: 3 clusters Score -2479990 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2480018.000000 Penalty: 4906.969238
	Iteration 54Q: 3 clusters Score -2480018 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -2480025.000000 Penalty: 4906.969238
	Iteration 55Q: 3 clusters Score -2480025 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -2480039.000000 Penalty: 4906.969238
	Iteration 56Q: 3 clusters Score -2480039 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2480053.750000 Penalty: 4906.969238
	Iteration 57Q: 3 clusters Score -2480054 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2480058.000000 Penalty: 4906.969238
	Iteration 58Q: 3 clusters Score -2480058 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -2480064.000000 Penalty: 4906.969238
	Iteration 59Q: 3 clusters Score -2480064 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2480074.500000 Penalty: 4906.969238
	Iteration 60F: 3 clusters Score -2480074 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2480075.500000 Penalty: 4906.969238
	Iteration 61Q: 3 clusters Score -2480076 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -2480081.250000 Penalty: 4906.969238
	Iteration 62Q: 3 clusters Score -2480081 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2480087.750000 Penalty: 4906.969238
	Iteration 63Q: 3 clusters Score -2480088 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -2480086.750000 Penalty: 4906.969238
	Iteration 64Q: 3 clusters Score -2480087 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -2480091.500000 Penalty: 4906.969238
	Iteration 65Q: 3 clusters Score -2480092 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2480103.000000 Penalty: 4906.969238
	Iteration 66Q: 3 clusters Score -2480103 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -2480107.000000 Penalty: 4906.969238
	Iteration 67Q: 3 clusters Score -2480107 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2480109.250000 Penalty: 4906.969238
	Iteration 68Q: 3 clusters Score -2480109 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -2480114.250000 Penalty: 4906.969238
	Iteration 69Q: 3 clusters Score -2480114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2480117.250000 Penalty: 4906.969238
	Iteration 70Q: 3 clusters Score -2480117 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2480119.250000 Penalty: 4906.969238
	Iteration 71Q: 3 clusters Score -2480119 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2480131.000000 Penalty: 4906.969238
	Iteration 72Q: 3 clusters Score -2480131 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2480129.500000 Penalty: 4906.969238
	Iteration 73Q: 3 clusters Score -2480130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2480139.000000 Penalty: 4906.969238
	Iteration 74Q: 3 clusters Score -2480139 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2480143.000000 Penalty: 4906.969238
	Iteration 75Q: 3 clusters Score -2480143 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2480148.750000 Penalty: 4906.969238
	Iteration 76Q: 3 clusters Score -2480149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2480152.000000 Penalty: 4906.969238
	Iteration 77Q: 3 clusters Score -2480152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2480151.500000 Penalty: 4906.969238
	Iteration 78Q: 3 clusters Score -2480152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2480156.750000 Penalty: 4906.969238
	Iteration 79Q: 3 clusters Score -2480157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2480160.250000 Penalty: 4906.969238
	Iteration 80F: 3 clusters Score -2480160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -2480161.750000 Penalty: 4906.969238
	Iteration 81Q: 3 clusters Score -2480162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2480170.750000 Penalty: 4906.969238
	Iteration 82Q: 3 clusters Score -2480171 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2480168.250000 Penalty: 4906.969238
	Iteration 83Q: 3 clusters Score -2480168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2480173.250000 Penalty: 4906.969238
	Iteration 84Q: 3 clusters Score -2480173 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2480173.500000 Penalty: 4906.969238
	Iteration 85Q: 3 clusters Score -2480174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2480174.000000 Penalty: 4906.969238
	Iteration 86Q: 3 clusters Score -2480174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2480175.500000 Penalty: 4906.969238
	Iteration 87Q: 3 clusters Score -2480176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2480177.750000 Penalty: 4906.969238
	Iteration 88Q: 3 clusters Score -2480178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2480175.250000 Penalty: 4906.969238
	Iteration 89Q: 3 clusters Score -2480175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2480178.500000 Penalty: 4906.969238
	Iteration 90Q: 3 clusters Score -2480178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -2480182.750000 Penalty: 4906.969238
	Iteration 91Q: 3 clusters Score -2480183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2480189.500000 Penalty: 4906.969238
	Iteration 92Q: 3 clusters Score -2480190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2480189.000000 Penalty: 4906.969238
	Iteration 93Q: 3 clusters Score -2480189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2480189.500000 Penalty: 4906.969238
	Iteration 94Q: 3 clusters Score -2480190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -2480195.500000 Penalty: 4906.969238
	Iteration 95Q: 3 clusters Score -2480196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -2480198.250000 Penalty: 4906.969238
	Iteration 96Q: 3 clusters Score -2480198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -2480199.250000 Penalty: 4906.969238
	Iteration 97Q: 3 clusters Score -2480199 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2480204.250000 Penalty: 4906.969238
	Iteration 98Q: 3 clusters Score -2480204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -2480212.500000 Penalty: 4906.969238
	Iteration 99Q: 3 clusters Score -2480212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -2480217.000000 Penalty: 4906.969238
	Iteration 100F: 3 clusters Score -2480217 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2480221.750000 Penalty: 4906.969238
	Iteration 101Q: 3 clusters Score -2480222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2480221.750000 Penalty: 4906.969238
	Iteration 102Q: 3 clusters Score -2480222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2480229.000000 Penalty: 4906.969238
	Iteration 103Q: 3 clusters Score -2480229 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2480232.500000 Penalty: 4906.969238
	Iteration 104Q: 3 clusters Score -2480232 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2480239.500000 Penalty: 4906.969238
	Iteration 105Q: 3 clusters Score -2480240 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2480248.250000 Penalty: 4906.969238
	Iteration 106Q: 3 clusters Score -2480248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2480255.250000 Penalty: 4906.969238
	Iteration 107Q: 3 clusters Score -2480255 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2480259.750000 Penalty: 4906.969238
	Iteration 108Q: 3 clusters Score -2480260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2480261.500000 Penalty: 4906.969238
	Iteration 109Q: 3 clusters Score -2480262 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2480267.000000 Penalty: 4906.969238
	Iteration 110Q: 3 clusters Score -2480267 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2480283.250000 Penalty: 4906.969238
	Iteration 111Q: 3 clusters Score -2480283 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -2480290.500000 Penalty: 4906.969238
	Iteration 112Q: 3 clusters Score -2480290 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2480294.000000 Penalty: 4906.969238
	Iteration 113Q: 3 clusters Score -2480294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2480301.500000 Penalty: 4906.969238
	Iteration 114Q: 3 clusters Score -2480302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2480307.250000 Penalty: 4906.969238
	Iteration 115Q: 3 clusters Score -2480307 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2480313.750000 Penalty: 4906.969238
	Iteration 116Q: 3 clusters Score -2480314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2480315.000000 Penalty: 4906.969238
	Iteration 117Q: 3 clusters Score -2480315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -2480316.000000 Penalty: 4906.969238
	Iteration 118Q: 3 clusters Score -2480316 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2480317.250000 Penalty: 4906.969238
	Iteration 119Q: 3 clusters Score -2480317 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -2480326.250000 Penalty: 4906.969238
	Iteration 120F: 3 clusters Score -2480326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2480331.500000 Penalty: 4906.969238
	Iteration 121Q: 3 clusters Score -2480332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2480336.000000 Penalty: 4906.969238
	Iteration 122Q: 3 clusters Score -2480336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2480340.000000 Penalty: 4906.969238
	Iteration 123Q: 3 clusters Score -2480340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2480348.500000 Penalty: 4906.969238
	Iteration 124Q: 3 clusters Score -2480348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2480352.500000 Penalty: 4906.969238
	Iteration 125Q: 3 clusters Score -2480352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2480355.750000 Penalty: 4906.969238
	Iteration 126Q: 3 clusters Score -2480356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2480362.500000 Penalty: 4906.969238
	Iteration 127Q: 3 clusters Score -2480362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2480368.000000 Penalty: 4906.969238
	Iteration 128Q: 3 clusters Score -2480368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2480371.750000 Penalty: 4906.969238
	Iteration 129Q: 3 clusters Score -2480372 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2480381.250000 Penalty: 4906.969238
	Iteration 130Q: 3 clusters Score -2480381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2480381.750000 Penalty: 4906.969238
	Iteration 131Q: 3 clusters Score -2480382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2480380.750000 Penalty: 4906.969238
	Iteration 132Q: 3 clusters Score -2480381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2480383.750000 Penalty: 4906.969238
	Iteration 133Q: 3 clusters Score -2480384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2480382.250000 Penalty: 4906.969238
	Iteration 134Q: 3 clusters Score -2480382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2480391.000000 Penalty: 4906.969238
	Iteration 135Q: 3 clusters Score -2480391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2480395.000000 Penalty: 4906.969238
	Iteration 136Q: 3 clusters Score -2480395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -2480397.250000 Penalty: 4906.969238
	Iteration 137Q: 3 clusters Score -2480397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2480401.250000 Penalty: 4906.969238
	Iteration 138Q: 3 clusters Score -2480401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2480401.250000 Penalty: 4906.969238
	Iteration 139Q: 3 clusters Score -2480401 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -2480402.500000 Penalty: 4906.969238
	Iteration 140F: 3 clusters Score -2480402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2480405.250000 Penalty: 4906.969238
	Iteration 141Q: 3 clusters Score -2480405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2480409.000000 Penalty: 4906.969238
	Iteration 142Q: 3 clusters Score -2480409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2480412.000000 Penalty: 4906.969238
	Iteration 143Q: 3 clusters Score -2480412 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -2480416.000000 Penalty: 4906.969238
	Iteration 144Q: 3 clusters Score -2480416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2480419.500000 Penalty: 4906.969238
	Iteration 145Q: 3 clusters Score -2480420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18405 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2480423.000000 Penalty: 4906.969238
	Iteration 146Q: 3 clusters Score -2480423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2480425.500000 Penalty: 4906.969238
	Iteration 147Q: 3 clusters Score -2480426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2480421.250000 Penalty: 4906.969238
	Iteration 148Q: 3 clusters Score -2480421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2480423.500000 Penalty: 4906.969238
	Iteration 149Q: 3 clusters Score -2480424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18422 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2480422.750000 Penalty: 4906.969238
	Iteration 150Q: 3 clusters Score -2480423 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2480424.750000 Penalty: 4906.969238
	Iteration 151Q: 3 clusters Score -2480425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2480426.750000 Penalty: 4906.969238
	Iteration 152Q: 3 clusters Score -2480427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2480424.250000 Penalty: 4906.969238
	Iteration 153Q: 3 clusters Score -2480424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -2480424.000000 Penalty: 4906.969238
	Iteration 154Q: 3 clusters Score -2480424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2480426.500000 Penalty: 4906.969238
	Iteration 155Q: 3 clusters Score -2480426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2480428.000000 Penalty: 4906.969238
	Iteration 156Q: 3 clusters Score -2480428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2480431.000000 Penalty: 4906.969238
	Iteration 157Q: 3 clusters Score -2480431 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2480432.000000 Penalty: 4906.969238
	Iteration 158Q: 3 clusters Score -2480432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2480437.750000 Penalty: 4906.969238
	Iteration 159Q: 3 clusters Score -2480438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18464 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2480440.750000 Penalty: 4906.969238
	Iteration 160F: 3 clusters Score -2480441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -2480441.250000 Penalty: 4906.969238
	Iteration 161Q: 3 clusters Score -2480441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2480441.500000 Penalty: 4906.969238
	Iteration 162Q: 3 clusters Score -2480442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2480442.750000 Penalty: 4906.969238
	Iteration 163Q: 3 clusters Score -2480443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2480445.250000 Penalty: 4906.969238
	Iteration 164Q: 3 clusters Score -2480445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -2480441.500000 Penalty: 4906.969238
	Iteration 165Q: 3 clusters Score -2480442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2480449.500000 Penalty: 4906.969238
	Iteration 166Q: 3 clusters Score -2480450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2480455.000000 Penalty: 4906.969238
	Iteration 167Q: 3 clusters Score -2480455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2480450.000000 Penalty: 4906.969238
	Iteration 168Q: 3 clusters Score -2480450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2480453.500000 Penalty: 4906.969238
	Iteration 169Q: 3 clusters Score -2480454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2480452.000000 Penalty: 4906.969238
	Iteration 170Q: 3 clusters Score -2480452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2480456.000000 Penalty: 4906.969238
	Iteration 171Q: 3 clusters Score -2480456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2480459.000000 Penalty: 4906.969238
	Iteration 172Q: 3 clusters Score -2480459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2480460.500000 Penalty: 4906.969238
	Iteration 173Q: 3 clusters Score -2480460 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2480464.750000 Penalty: 4906.969238
	Iteration 174Q: 3 clusters Score -2480465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2480468.500000 Penalty: 4906.969238
	Iteration 175Q: 3 clusters Score -2480468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -2480472.500000 Penalty: 4906.969238
	Iteration 176Q: 3 clusters Score -2480472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2480472.250000 Penalty: 4906.969238
	Iteration 177Q: 3 clusters Score -2480472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2480473.250000 Penalty: 4906.969238
	Iteration 178Q: 3 clusters Score -2480473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2480473.250000 Penalty: 4906.969238
	Iteration 179F: 3 clusters Score -2480473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (62006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62006 members 
Entering Unmasked Estep 
Score: -7537883.500000 Penalty: 2736.676758
	Iteration 0F: 2 clusters Score -7537884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30826 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
Score: -7496336.500000 Penalty: 5473.353516
	Iteration 0F: 3 clusters Score -7496336 nChanged 28796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28756 members 
Mstep: Class 2 contains 33250 members 
Entering Unmasked Estep 
Score: -7512438.000000 Penalty: 5473.353516
	Iteration 1F: 3 clusters Score -7512438 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 34602 members 
Entering Unmasked Estep 
Score: -7513315.000000 Penalty: 5473.353516
	Iteration 2Q: 3 clusters Score -7513315 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 36594 members 
Entering Unmasked Estep 
Score: -7514457.000000 Penalty: 5473.353516
	Iteration 3Q: 3 clusters Score -7514457 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -7516206.500000 Penalty: 5473.353516
	Iteration 4F: 3 clusters Score -7516206 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 42932 members 
Entering Unmasked Estep 
Score: -7518741.000000 Penalty: 5473.353516
	Iteration 5F: 3 clusters Score -7518741 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 47074 members 
Entering Unmasked Estep 
Score: -7521899.000000 Penalty: 5473.353516
	Iteration 6F: 3 clusters Score -7521899 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 51414 members 
Entering Unmasked Estep 
Score: -7525528.000000 Penalty: 5473.353516
	Iteration 7F: 3 clusters Score -7525528 nChanged 3802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 55202 members 
Entering Unmasked Estep 
Score: -7528843.000000 Penalty: 5473.353516
	Iteration 8F: 3 clusters Score -7528843 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 58100 members 
Entering Unmasked Estep 
Score: -7531578.500000 Penalty: 5473.353516
	Iteration 9Q: 3 clusters Score -7531578 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 60045 members 
Entering Unmasked Estep 
Score: -7533626.000000 Penalty: 5473.353516
	Iteration 10Q: 3 clusters Score -7533626 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 61084 members 
Entering Unmasked Estep 
Score: -7534727.000000 Penalty: 5473.353516
	Iteration 11Q: 3 clusters Score -7534727 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 61510 members 
Entering Unmasked Estep 
Score: -7535174.000000 Penalty: 5473.353516
	Iteration 12Q: 3 clusters Score -7535174 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 61652 members 
Entering Unmasked Estep 
Score: -7535327.000000 Penalty: 5473.353516
	Iteration 13Q: 3 clusters Score -7535327 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 61718 members 
Entering Unmasked Estep 
Score: -7535410.500000 Penalty: 5473.353516
	Iteration 14Q: 3 clusters Score -7535410 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 61753 members 
Entering Unmasked Estep 
Score: -7535479.000000 Penalty: 5473.353516
	Iteration 15Q: 3 clusters Score -7535479 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 61775 members 
Entering Unmasked Estep 
Score: -7535495.500000 Penalty: 5473.353516
	Iteration 16Q: 3 clusters Score -7535496 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 61788 members 
Entering Unmasked Estep 
Score: -7535528.000000 Penalty: 5473.353516
	Iteration 17Q: 3 clusters Score -7535528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 61791 members 
Entering Unmasked Estep 
Score: -7535530.500000 Penalty: 5473.353516
	Iteration 18Q: 3 clusters Score -7535530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 61794 members 
Entering Unmasked Estep 
Score: -7535538.000000 Penalty: 5473.353516
	Iteration 19Q: 3 clusters Score -7535538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 61798 members 
Entering Unmasked Estep 
Score: -7535547.500000 Penalty: 5473.353516
	Iteration 20F: 3 clusters Score -7535548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 61801 members 
Entering Unmasked Estep 
Score: -7535552.500000 Penalty: 5473.353516
	Iteration 21Q: 3 clusters Score -7535552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 61802 members 
Entering Unmasked Estep 
Score: -7535553.500000 Penalty: 5473.353516
	Iteration 22Q: 3 clusters Score -7535554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 61802 members 
Entering Unmasked Estep 
Score: -7535553.500000 Penalty: 5473.353516
	Iteration 23F: 3 clusters Score -7535554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (71702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71702 members 
Entering Unmasked Estep 
Score: -9072875.000000 Penalty: 2772.708008
	Iteration 0F: 2 clusters Score -9072875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
Score: -9024774.000000 Penalty: 5545.416016
	Iteration 0F: 3 clusters Score -9024774 nChanged 33564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37118 members 
Mstep: Class 2 contains 34584 members 
Entering Unmasked Estep 
Score: -9044020.000000 Penalty: 5545.416016
	Iteration 1F: 3 clusters Score -9044020 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 33737 members 
Entering Unmasked Estep 
Score: -9044789.000000 Penalty: 5545.416016
	Iteration 2Q: 3 clusters Score -9044789 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39135 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -9045719.000000 Penalty: 5545.416016
	Iteration 3Q: 3 clusters Score -9045719 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40736 members 
Mstep: Class 2 contains 30966 members 
Entering Unmasked Estep 
Score: -9046766.000000 Penalty: 5545.416016
	Iteration 4Q: 3 clusters Score -9046766 nChanged 3325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43005 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -9048197.000000 Penalty: 5545.416016
	Iteration 5Q: 3 clusters Score -9048197 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46000 members 
Mstep: Class 2 contains 25702 members 
Entering Unmasked Estep 
Score: -9050455.000000 Penalty: 5545.416016
	Iteration 6F: 3 clusters Score -9050455 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49699 members 
Mstep: Class 2 contains 22003 members 
Entering Unmasked Estep 
Score: -9053580.000000 Penalty: 5545.416016
	Iteration 7F: 3 clusters Score -9053580 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53664 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -9057295.000000 Penalty: 5545.416016
	Iteration 8F: 3 clusters Score -9057295 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57147 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -9060782.000000 Penalty: 5545.416016
	Iteration 9F: 3 clusters Score -9060782 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59666 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -9063381.000000 Penalty: 5545.416016
	Iteration 10Q: 3 clusters Score -9063381 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61425 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -9064984.000000 Penalty: 5545.416016
	Iteration 11Q: 3 clusters Score -9064984 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62795 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -9066058.000000 Penalty: 5545.416016
	Iteration 12Q: 3 clusters Score -9066058 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63873 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -9066769.000000 Penalty: 5545.416016
	Iteration 13Q: 3 clusters Score -9066769 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64845 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -9067339.000000 Penalty: 5545.416016
	Iteration 14Q: 3 clusters Score -9067339 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65703 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -9067780.000000 Penalty: 5545.416016
	Iteration 15Q: 3 clusters Score -9067780 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66476 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -9068224.000000 Penalty: 5545.416016
	Iteration 16Q: 3 clusters Score -9068224 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67147 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -9068569.000000 Penalty: 5545.416016
	Iteration 17Q: 3 clusters Score -9068569 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67730 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -9068873.000000 Penalty: 5545.416016
	Iteration 18Q: 3 clusters Score -9068873 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68226 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -9069115.000000 Penalty: 5545.416016
	Iteration 19Q: 3 clusters Score -9069115 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68650 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -9069315.000000 Penalty: 5545.416016
	Iteration 20F: 3 clusters Score -9069315 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68995 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -9069530.000000 Penalty: 5545.416016
	Iteration 21Q: 3 clusters Score -9069530 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69305 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -9069692.000000 Penalty: 5545.416016
	Iteration 22Q: 3 clusters Score -9069692 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69555 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -9069844.000000 Penalty: 5545.416016
	Iteration 23Q: 3 clusters Score -9069844 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69760 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -9069942.000000 Penalty: 5545.416016
	Iteration 24Q: 3 clusters Score -9069942 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69931 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -9070059.000000 Penalty: 5545.416016
	Iteration 25Q: 3 clusters Score -9070059 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70074 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -9070138.000000 Penalty: 5545.416016
	Iteration 26Q: 3 clusters Score -9070138 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70195 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -9070186.000000 Penalty: 5545.416016
	Iteration 27Q: 3 clusters Score -9070186 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70306 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -9070242.000000 Penalty: 5545.416016
	Iteration 28Q: 3 clusters Score -9070242 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70400 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -9070309.000000 Penalty: 5545.416016
	Iteration 29Q: 3 clusters Score -9070309 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70477 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -9070330.000000 Penalty: 5545.416016
	Iteration 30Q: 3 clusters Score -9070330 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70537 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -9070376.000000 Penalty: 5545.416016
	Iteration 31Q: 3 clusters Score -9070376 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70590 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -9070402.000000 Penalty: 5545.416016
	Iteration 32Q: 3 clusters Score -9070402 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70630 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -9070431.000000 Penalty: 5545.416016
	Iteration 33Q: 3 clusters Score -9070431 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70659 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -9070434.000000 Penalty: 5545.416016
	Iteration 34Q: 3 clusters Score -9070434 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70686 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -9070444.000000 Penalty: 5545.416016
	Iteration 35Q: 3 clusters Score -9070444 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70717 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -9070442.000000 Penalty: 5545.416016
	Iteration 36Q: 3 clusters Score -9070442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70735 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -9070477.000000 Penalty: 5545.416016
	Iteration 37Q: 3 clusters Score -9070477 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70758 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -9070477.000000 Penalty: 5545.416016
	Iteration 38Q: 3 clusters Score -9070477 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70772 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -9070478.000000 Penalty: 5545.416016
	Iteration 39Q: 3 clusters Score -9070478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70788 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -9070489.000000 Penalty: 5545.416016
	Iteration 40F: 3 clusters Score -9070489 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70803 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -9070493.000000 Penalty: 5545.416016
	Iteration 41Q: 3 clusters Score -9070493 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70816 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -9070515.000000 Penalty: 5545.416016
	Iteration 42Q: 3 clusters Score -9070515 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70829 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -9070509.000000 Penalty: 5545.416016
	Iteration 43Q: 3 clusters Score -9070509 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70845 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -9070520.000000 Penalty: 5545.416016
	Iteration 44Q: 3 clusters Score -9070520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70854 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -9070520.000000 Penalty: 5545.416016
	Iteration 45Q: 3 clusters Score -9070520 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70860 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -9070515.000000 Penalty: 5545.416016
	Iteration 46Q: 3 clusters Score -9070515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70869 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -9070523.000000 Penalty: 5545.416016
	Iteration 47Q: 3 clusters Score -9070523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70873 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -9070526.000000 Penalty: 5545.416016
	Iteration 48Q: 3 clusters Score -9070526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70878 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -9070538.000000 Penalty: 5545.416016
	Iteration 49Q: 3 clusters Score -9070538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70882 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -9070538.000000 Penalty: 5545.416016
	Iteration 50Q: 3 clusters Score -9070538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70887 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -9070536.000000 Penalty: 5545.416016
	Iteration 51Q: 3 clusters Score -9070536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70891 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -9070548.000000 Penalty: 5545.416016
	Iteration 52Q: 3 clusters Score -9070548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70897 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -9070547.000000 Penalty: 5545.416016
	Iteration 53Q: 3 clusters Score -9070547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70903 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -9070553.000000 Penalty: 5545.416016
	Iteration 54Q: 3 clusters Score -9070553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70908 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -9070559.000000 Penalty: 5545.416016
	Iteration 55Q: 3 clusters Score -9070559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70912 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -9070558.000000 Penalty: 5545.416016
	Iteration 56Q: 3 clusters Score -9070558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70918 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -9070558.000000 Penalty: 5545.416016
	Iteration 57Q: 3 clusters Score -9070558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70922 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -9070563.000000 Penalty: 5545.416016
	Iteration 58Q: 3 clusters Score -9070563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70923 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -9070562.000000 Penalty: 5545.416016
	Iteration 59Q: 3 clusters Score -9070562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70923 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -9070562.000000 Penalty: 5545.416016
	Iteration 60F: 3 clusters Score -9070562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Entering Unmasked Estep 
Score: -152052.328125 Penalty: 1783.847656
	Iteration 0F: 2 clusters Score -152052.3 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 636 members 
Entering Unmasked Estep 
Score: -149886.328125 Penalty: 3567.695312
	Iteration 0F: 3 clusters Score -149886.3 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -150433.000000 Penalty: 3567.695312
	Iteration 1F: 3 clusters Score -150433 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -150639.078125 Penalty: 3567.695312
	Iteration 2F: 3 clusters Score -150639.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -150815.234375 Penalty: 3567.695312
	Iteration 3F: 3 clusters Score -150815.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -151047.468750 Penalty: 3567.695312
	Iteration 4F: 3 clusters Score -151047.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -151265.765625 Penalty: 3567.695312
	Iteration 5F: 3 clusters Score -151265.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -151548.234375 Penalty: 3567.695312
	Iteration 6Q: 3 clusters Score -151548.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -151780.140625 Penalty: 3567.695312
	Iteration 7Q: 3 clusters Score -151780.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -151824.640625 Penalty: 3567.695312
	Iteration 8Q: 3 clusters Score -151824.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -151871.187500 Penalty: 3567.695312
	Iteration 9Q: 3 clusters Score -151871.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -151936.203125 Penalty: 3567.695312
	Iteration 10Q: 3 clusters Score -151936.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -152021.453125 Penalty: 3567.695312
	Iteration 11Q: 3 clusters Score -152021.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -152100.703125 Penalty: 3567.695312
	Iteration 12Q: 3 clusters Score -152100.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -152158.109375 Penalty: 3567.695312
	Iteration 13Q: 3 clusters Score -152158.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -152190.234375 Penalty: 3567.695312
	Iteration 14Q: 3 clusters Score -152190.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -152223.250000 Penalty: 3567.695312
	Iteration 15Q: 3 clusters Score -152223.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -152253.609375 Penalty: 3567.695312
	Iteration 16Q: 3 clusters Score -152253.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -152300.562500 Penalty: 3567.695312
	Iteration 17Q: 3 clusters Score -152300.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -152339.171875 Penalty: 3567.695312
	Iteration 18Q: 3 clusters Score -152339.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -152365.906250 Penalty: 3567.695312
	Iteration 19Q: 3 clusters Score -152365.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -152390.921875 Penalty: 3567.695312
	Iteration 20F: 3 clusters Score -152390.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -152457.468750 Penalty: 3567.695312
	Iteration 21Q: 3 clusters Score -152457.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -152489.671875 Penalty: 3567.695312
	Iteration 22Q: 3 clusters Score -152489.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -152500.390625 Penalty: 3567.695312
	Iteration 23Q: 3 clusters Score -152500.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -152517.125000 Penalty: 3567.695312
	Iteration 24Q: 3 clusters Score -152517.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -152538.531250 Penalty: 3567.695312
	Iteration 25Q: 3 clusters Score -152538.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -152550.406250 Penalty: 3567.695312
	Iteration 26Q: 3 clusters Score -152550.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -152560.625000 Penalty: 3567.695312
	Iteration 27Q: 3 clusters Score -152560.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -152572.796875 Penalty: 3567.695312
	Iteration 28Q: 3 clusters Score -152572.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -152588.625000 Penalty: 3567.695312
	Iteration 29Q: 3 clusters Score -152588.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -152594.906250 Penalty: 3567.695312
	Iteration 30Q: 3 clusters Score -152594.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -152598.046875 Penalty: 3567.695312
	Iteration 31Q: 3 clusters Score -152598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -152604.406250 Penalty: 3567.695312
	Iteration 32Q: 3 clusters Score -152604.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -152606.781250 Penalty: 3567.695312
	Iteration 33Q: 3 clusters Score -152606.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -152609.640625 Penalty: 3567.695312
	Iteration 34Q: 3 clusters Score -152609.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -152616.171875 Penalty: 3567.695312
	Iteration 35Q: 3 clusters Score -152616.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -152619.515625 Penalty: 3567.695312
	Iteration 36Q: 3 clusters Score -152619.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -152626.687500 Penalty: 3567.695312
	Iteration 37Q: 3 clusters Score -152626.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -152635.703125 Penalty: 3567.695312
	Iteration 38Q: 3 clusters Score -152635.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -152648.484375 Penalty: 3567.695312
	Iteration 39Q: 3 clusters Score -152648.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -152662.687500 Penalty: 3567.695312
	Iteration 40F: 3 clusters Score -152662.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -152680.984375 Penalty: 3567.695312
	Iteration 41Q: 3 clusters Score -152681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -152702.796875 Penalty: 3567.695312
	Iteration 42Q: 3 clusters Score -152702.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -152720.531250 Penalty: 3567.695312
	Iteration 43Q: 3 clusters Score -152720.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -152733.500000 Penalty: 3567.695312
	Iteration 44Q: 3 clusters Score -152733.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -152739.484375 Penalty: 3567.695312
	Iteration 45Q: 3 clusters Score -152739.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -152741.609375 Penalty: 3567.695312
	Iteration 46Q: 3 clusters Score -152741.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -152741.609375 Penalty: 3567.695312
	Iteration 47F: 3 clusters Score -152741.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26398 members 
Mstep: Class 3 contains 45299 members 
Mstep: Class 4 contains 219335 members 
Mstep: Class 5 contains 13629 members 
Mstep: Class 6 contains 6621 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60724 members 
Mstep: Class 9 contains 42552 members 
Mstep: Class 10 contains 22068 members 
Mstep: Class 11 contains 6278 members 
Mstep: Class 12 contains 17898 members 
Mstep: Class 13 contains 33221 members 
Mstep: Class 14 contains 2217 members 
Mstep: Class 15 contains 4222 members 
Mstep: Class 16 contains 1986 members 
Mstep: Class 17 contains 2705 members 
Mstep: Class 18 contains 190270 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19793 members 
Mstep: Class 21 contains 62006 members 
Mstep: Class 22 contains 953 members 
Mstep: Class 23 contains 71702 members 
Mstep: Class 24 contains 377 members 
Entering Unmasked Estep 
Score: -104759376.000000 Penalty: 81314.312500
Splitting cluster 24 changes total score from -104760296.000000 to -104759376.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26398 members 
Mstep: Class 3 contains 45299 members 
Mstep: Class 4 contains 219335 members 
Mstep: Class 5 contains 13629 members 
Mstep: Class 6 contains 6621 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60724 members 
Mstep: Class 9 contains 42552 members 
Mstep: Class 10 contains 22068 members 
Mstep: Class 11 contains 6278 members 
Mstep: Class 12 contains 17898 members 
Mstep: Class 13 contains 33221 members 
Mstep: Class 14 contains 2217 members 
Mstep: Class 15 contains 4222 members 
Mstep: Class 16 contains 1986 members 
Mstep: Class 17 contains 2705 members 
Mstep: Class 18 contains 190270 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19793 members 
Mstep: Class 21 contains 62006 members 
Mstep: Class 23 contains 71702 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760232.000000 Penalty: 77926.218750
Iteration 399Q: 24 clusters Score -1.047602e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26395 members 
Mstep: Class 3 contains 45300 members 
Mstep: Class 4 contains 219297 members 
Mstep: Class 5 contains 13629 members 
Mstep: Class 6 contains 6621 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60729 members 
Mstep: Class 9 contains 42558 members 
Mstep: Class 10 contains 22068 members 
Mstep: Class 11 contains 6278 members 
Mstep: Class 12 contains 17894 members 
Mstep: Class 13 contains 33212 members 
Mstep: Class 14 contains 2217 members 
Mstep: Class 15 contains 4222 members 
Mstep: Class 16 contains 1987 members 
Mstep: Class 17 contains 2705 members 
Mstep: Class 18 contains 190234 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19790 members 
Mstep: Class 21 contains 61993 members 
Mstep: Class 23 contains 71795 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760152.000000 Penalty: 77926.218750
Iteration 400F: 24 clusters Score -1.047602e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26391 members 
Mstep: Class 3 contains 45301 members 
Mstep: Class 4 contains 219264 members 
Mstep: Class 5 contains 13630 members 
Mstep: Class 6 contains 6621 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60737 members 
Mstep: Class 9 contains 42560 members 
Mstep: Class 10 contains 22066 members 
Mstep: Class 11 contains 6278 members 
Mstep: Class 12 contains 17885 members 
Mstep: Class 13 contains 33206 members 
Mstep: Class 14 contains 2216 members 
Mstep: Class 15 contains 4222 members 
Mstep: Class 16 contains 1987 members 
Mstep: Class 17 contains 2705 members 
Mstep: Class 18 contains 190230 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19782 members 
Mstep: Class 21 contains 61970 members 
Mstep: Class 23 contains 71873 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760296.000000 Penalty: 77926.218750
Iteration 401Q: 24 clusters Score -1.047603e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26393 members 
Mstep: Class 3 contains 45294 members 
Mstep: Class 4 contains 219227 members 
Mstep: Class 5 contains 13629 members 
Mstep: Class 6 contains 6621 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60746 members 
Mstep: Class 9 contains 42563 members 
Mstep: Class 10 contains 22070 members 
Mstep: Class 11 contains 6278 members 
Mstep: Class 12 contains 17879 members 
Mstep: Class 13 contains 33205 members 
Mstep: Class 14 contains 2221 members 
Mstep: Class 15 contains 4221 members 
Mstep: Class 16 contains 1987 members 
Mstep: Class 17 contains 2705 members 
Mstep: Class 18 contains 190210 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19777 members 
Mstep: Class 21 contains 61949 members 
Mstep: Class 23 contains 71949 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760184.000000 Penalty: 77926.218750
Iteration 402Q: 24 clusters Score -1.047602e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26395 members 
Mstep: Class 3 contains 45294 members 
Mstep: Class 4 contains 219184 members 
Mstep: Class 5 contains 13626 members 
Mstep: Class 6 contains 6621 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60746 members 
Mstep: Class 9 contains 42562 members 
Mstep: Class 10 contains 22067 members 
Mstep: Class 11 contains 6278 members 
Mstep: Class 12 contains 17869 members 
Mstep: Class 13 contains 33204 members 
Mstep: Class 14 contains 2224 members 
Mstep: Class 15 contains 4221 members 
Mstep: Class 16 contains 1989 members 
Mstep: Class 17 contains 2705 members 
Mstep: Class 18 contains 190193 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19775 members 
Mstep: Class 21 contains 61934 members 
Mstep: Class 23 contains 72037 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760312.000000 Penalty: 77926.218750
Iteration 403Q: 24 clusters Score -1.047603e+08 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26395 members 
Mstep: Class 3 contains 45296 members 
Mstep: Class 4 contains 219157 members 
Mstep: Class 5 contains 13626 members 
Mstep: Class 6 contains 6621 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60748 members 
Mstep: Class 9 contains 42567 members 
Mstep: Class 10 contains 22069 members 
Mstep: Class 11 contains 6277 members 
Mstep: Class 12 contains 17864 members 
Mstep: Class 13 contains 33200 members 
Mstep: Class 14 contains 2224 members 
Mstep: Class 15 contains 4221 members 
Mstep: Class 16 contains 1991 members 
Mstep: Class 17 contains 2705 members 
Mstep: Class 18 contains 190144 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19776 members 
Mstep: Class 21 contains 61925 members 
Mstep: Class 23 contains 72118 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760296.000000 Penalty: 77926.218750
Iteration 404Q: 24 clusters Score -1.047603e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26392 members 
Mstep: Class 3 contains 45297 members 
Mstep: Class 4 contains 219156 members 
Mstep: Class 5 contains 13627 members 
Mstep: Class 6 contains 6621 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60746 members 
Mstep: Class 9 contains 42568 members 
Mstep: Class 10 contains 22068 members 
Mstep: Class 11 contains 6276 members 
Mstep: Class 12 contains 17853 members 
Mstep: Class 13 contains 33200 members 
Mstep: Class 14 contains 2223 members 
Mstep: Class 15 contains 4221 members 
Mstep: Class 16 contains 1992 members 
Mstep: Class 17 contains 2705 members 
Mstep: Class 18 contains 190105 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19776 members 
Mstep: Class 21 contains 61907 members 
Mstep: Class 23 contains 72191 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760344.000000 Penalty: 77926.218750
Iteration 405Q: 24 clusters Score -1.047603e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26388 members 
Mstep: Class 3 contains 45295 members 
Mstep: Class 4 contains 219157 members 
Mstep: Class 5 contains 13629 members 
Mstep: Class 6 contains 6621 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60741 members 
Mstep: Class 9 contains 42570 members 
Mstep: Class 10 contains 22069 members 
Mstep: Class 11 contains 6275 members 
Mstep: Class 12 contains 17848 members 
Mstep: Class 13 contains 33199 members 
Mstep: Class 14 contains 2224 members 
Mstep: Class 15 contains 4221 members 
Mstep: Class 16 contains 1994 members 
Mstep: Class 17 contains 2705 members 
Mstep: Class 18 contains 190053 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19777 members 
Mstep: Class 21 contains 61891 members 
Mstep: Class 23 contains 72267 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760360.000000 Penalty: 77926.218750
Iteration 406Q: 24 clusters Score -1.047604e+08 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26385 members 
Mstep: Class 3 contains 45291 members 
Mstep: Class 4 contains 219145 members 
Mstep: Class 5 contains 13629 members 
Mstep: Class 6 contains 6621 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60743 members 
Mstep: Class 9 contains 42572 members 
Mstep: Class 10 contains 22070 members 
Mstep: Class 11 contains 6273 members 
Mstep: Class 12 contains 17847 members 
Mstep: Class 13 contains 33191 members 
Mstep: Class 14 contains 2223 members 
Mstep: Class 15 contains 4222 members 
Mstep: Class 16 contains 1993 members 
Mstep: Class 17 contains 2705 members 
Mstep: Class 18 contains 189987 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19777 members 
Mstep: Class 21 contains 61881 members 
Mstep: Class 23 contains 72369 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760280.000000 Penalty: 77926.218750
Iteration 407Q: 24 clusters Score -1.047603e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26386 members 
Mstep: Class 3 contains 45286 members 
Mstep: Class 4 contains 219149 members 
Mstep: Class 5 contains 13627 members 
Mstep: Class 6 contains 6621 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60742 members 
Mstep: Class 9 contains 42573 members 
Mstep: Class 10 contains 22071 members 
Mstep: Class 11 contains 6271 members 
Mstep: Class 12 contains 17842 members 
Mstep: Class 13 contains 33183 members 
Mstep: Class 14 contains 2222 members 
Mstep: Class 15 contains 4222 members 
Mstep: Class 16 contains 1994 members 
Mstep: Class 17 contains 2705 members 
Mstep: Class 18 contains 189928 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19779 members 
Mstep: Class 21 contains 61869 members 
Mstep: Class 23 contains 72454 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760232.000000 Penalty: 77926.218750
Iteration 408Q: 24 clusters Score -1.047602e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26384 members 
Mstep: Class 3 contains 45285 members 
Mstep: Class 4 contains 219153 members 
Mstep: Class 5 contains 13626 members 
Mstep: Class 6 contains 6621 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60742 members 
Mstep: Class 9 contains 42573 members 
Mstep: Class 10 contains 22073 members 
Mstep: Class 11 contains 6269 members 
Mstep: Class 12 contains 17841 members 
Mstep: Class 13 contains 33183 members 
Mstep: Class 14 contains 2220 members 
Mstep: Class 15 contains 4221 members 
Mstep: Class 16 contains 1995 members 
Mstep: Class 17 contains 2705 members 
Mstep: Class 18 contains 189866 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19776 members 
Mstep: Class 21 contains 61860 members 
Mstep: Class 23 contains 72531 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760296.000000 Penalty: 77926.218750
Iteration 409Q: 24 clusters Score -1.047603e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26385 members 
Mstep: Class 3 contains 45280 members 
Mstep: Class 4 contains 219153 members 
Mstep: Class 5 contains 13625 members 
Mstep: Class 6 contains 6621 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60746 members 
Mstep: Class 9 contains 42577 members 
Mstep: Class 10 contains 22074 members 
Mstep: Class 11 contains 6267 members 
Mstep: Class 12 contains 17840 members 
Mstep: Class 13 contains 33181 members 
Mstep: Class 14 contains 2217 members 
Mstep: Class 15 contains 4221 members 
Mstep: Class 16 contains 1994 members 
Mstep: Class 17 contains 2705 members 
Mstep: Class 18 contains 189802 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19773 members 
Mstep: Class 21 contains 61847 members 
Mstep: Class 23 contains 72616 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760232.000000 Penalty: 77926.218750
Iteration 410Q: 24 clusters Score -1.047602e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26381 members 
Mstep: Class 3 contains 45275 members 
Mstep: Class 4 contains 219161 members 
Mstep: Class 5 contains 13624 members 
Mstep: Class 6 contains 6621 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60745 members 
Mstep: Class 9 contains 42581 members 
Mstep: Class 10 contains 22078 members 
Mstep: Class 11 contains 6265 members 
Mstep: Class 12 contains 17839 members 
Mstep: Class 13 contains 33180 members 
Mstep: Class 14 contains 2217 members 
Mstep: Class 15 contains 4220 members 
Mstep: Class 16 contains 1993 members 
Mstep: Class 17 contains 2705 members 
Mstep: Class 18 contains 189743 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19768 members 
Mstep: Class 21 contains 61837 members 
Mstep: Class 23 contains 72691 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760272.000000 Penalty: 77926.218750
Iteration 411Q: 24 clusters Score -1.047603e+08 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26373 members 
Mstep: Class 3 contains 45278 members 
Mstep: Class 4 contains 219169 members 
Mstep: Class 5 contains 13623 members 
Mstep: Class 6 contains 6621 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60741 members 
Mstep: Class 9 contains 42587 members 
Mstep: Class 10 contains 22078 members 
Mstep: Class 11 contains 6264 members 
Mstep: Class 12 contains 17835 members 
Mstep: Class 13 contains 33177 members 
Mstep: Class 14 contains 2220 members 
Mstep: Class 15 contains 4219 members 
Mstep: Class 16 contains 1993 members 
Mstep: Class 17 contains 2705 members 
Mstep: Class 18 contains 189673 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19774 members 
Mstep: Class 21 contains 61830 members 
Mstep: Class 23 contains 72764 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760240.000000 Penalty: 77926.218750
Iteration 412Q: 24 clusters Score -1.047602e+08 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26371 members 
Mstep: Class 3 contains 45281 members 
Mstep: Class 4 contains 219171 members 
Mstep: Class 5 contains 13624 members 
Mstep: Class 6 contains 6621 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60733 members 
Mstep: Class 9 contains 42591 members 
Mstep: Class 10 contains 22079 members 
Mstep: Class 11 contains 6263 members 
Mstep: Class 12 contains 17833 members 
Mstep: Class 13 contains 33173 members 
Mstep: Class 14 contains 2221 members 
Mstep: Class 15 contains 4216 members 
Mstep: Class 16 contains 1993 members 
Mstep: Class 17 contains 2705 members 
Mstep: Class 18 contains 189629 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19776 members 
Mstep: Class 21 contains 61819 members 
Mstep: Class 23 contains 72825 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760272.000000 Penalty: 77926.218750
Iteration 413Q: 24 clusters Score -1.047603e+08 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26361 members 
Mstep: Class 3 contains 45284 members 
Mstep: Class 4 contains 219168 members 
Mstep: Class 5 contains 13626 members 
Mstep: Class 6 contains 6621 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60732 members 
Mstep: Class 9 contains 42588 members 
Mstep: Class 10 contains 22078 members 
Mstep: Class 11 contains 6261 members 
Mstep: Class 12 contains 17832 members 
Mstep: Class 13 contains 33172 members 
Mstep: Class 14 contains 2220 members 
Mstep: Class 15 contains 4216 members 
Mstep: Class 16 contains 1993 members 
Mstep: Class 17 contains 2705 members 
Mstep: Class 18 contains 189583 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19776 members 
Mstep: Class 21 contains 61807 members 
Mstep: Class 23 contains 72901 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760392.000000 Penalty: 77926.218750
Iteration 414Q: 24 clusters Score -1.047604e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26358 members 
Mstep: Class 3 contains 45280 members 
Mstep: Class 4 contains 219184 members 
Mstep: Class 5 contains 13628 members 
Mstep: Class 6 contains 6621 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60735 members 
Mstep: Class 9 contains 42585 members 
Mstep: Class 10 contains 22075 members 
Mstep: Class 11 contains 6259 members 
Mstep: Class 12 contains 17832 members 
Mstep: Class 13 contains 33167 members 
Mstep: Class 14 contains 2222 members 
Mstep: Class 15 contains 4217 members 
Mstep: Class 16 contains 1992 members 
Mstep: Class 17 contains 2705 members 
Mstep: Class 18 contains 189521 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19773 members 
Mstep: Class 21 contains 61799 members 
Mstep: Class 23 contains 72971 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760256.000000 Penalty: 77926.218750
Iteration 415Q: 24 clusters Score -1.047603e+08 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26352 members 
Mstep: Class 3 contains 45277 members 
Mstep: Class 4 contains 219194 members 
Mstep: Class 5 contains 13628 members 
Mstep: Class 6 contains 6621 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60733 members 
Mstep: Class 9 contains 42581 members 
Mstep: Class 10 contains 22069 members 
Mstep: Class 11 contains 6257 members 
Mstep: Class 12 contains 17830 members 
Mstep: Class 13 contains 33170 members 
Mstep: Class 14 contains 2224 members 
Mstep: Class 15 contains 4217 members 
Mstep: Class 16 contains 1993 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189474 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19768 members 
Mstep: Class 21 contains 61790 members 
Mstep: Class 23 contains 73040 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760240.000000 Penalty: 77926.218750
Iteration 416Q: 24 clusters Score -1.047602e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26351 members 
Mstep: Class 3 contains 45278 members 
Mstep: Class 4 contains 219202 members 
Mstep: Class 5 contains 13627 members 
Mstep: Class 6 contains 6621 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60727 members 
Mstep: Class 9 contains 42578 members 
Mstep: Class 10 contains 22071 members 
Mstep: Class 11 contains 6257 members 
Mstep: Class 12 contains 17828 members 
Mstep: Class 13 contains 33165 members 
Mstep: Class 14 contains 2227 members 
Mstep: Class 15 contains 4218 members 
Mstep: Class 16 contains 1994 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189430 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19768 members 
Mstep: Class 21 contains 61779 members 
Mstep: Class 23 contains 73097 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760400.000000 Penalty: 77926.218750
Iteration 417Q: 24 clusters Score -1.047604e+08 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26344 members 
Mstep: Class 3 contains 45279 members 
Mstep: Class 4 contains 219186 members 
Mstep: Class 5 contains 13627 members 
Mstep: Class 6 contains 6621 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60721 members 
Mstep: Class 9 contains 42586 members 
Mstep: Class 10 contains 22072 members 
Mstep: Class 11 contains 6257 members 
Mstep: Class 12 contains 17825 members 
Mstep: Class 13 contains 33159 members 
Mstep: Class 14 contains 2228 members 
Mstep: Class 15 contains 4219 members 
Mstep: Class 16 contains 1995 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189400 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19765 members 
Mstep: Class 21 contains 61763 members 
Mstep: Class 23 contains 73172 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760296.000000 Penalty: 77926.218750
Iteration 418Q: 24 clusters Score -1.047603e+08 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26341 members 
Mstep: Class 3 contains 45277 members 
Mstep: Class 4 contains 219169 members 
Mstep: Class 5 contains 13627 members 
Mstep: Class 6 contains 6621 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60713 members 
Mstep: Class 9 contains 42590 members 
Mstep: Class 10 contains 22073 members 
Mstep: Class 11 contains 6256 members 
Mstep: Class 12 contains 17820 members 
Mstep: Class 13 contains 33160 members 
Mstep: Class 14 contains 2230 members 
Mstep: Class 15 contains 4219 members 
Mstep: Class 16 contains 1996 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189374 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19764 members 
Mstep: Class 21 contains 61745 members 
Mstep: Class 23 contains 73244 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760304.000000 Penalty: 77926.218750
Iteration 419Q: 24 clusters Score -1.047603e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26339 members 
Mstep: Class 3 contains 45272 members 
Mstep: Class 4 contains 219153 members 
Mstep: Class 5 contains 13626 members 
Mstep: Class 6 contains 6621 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60704 members 
Mstep: Class 9 contains 42589 members 
Mstep: Class 10 contains 22076 members 
Mstep: Class 11 contains 6252 members 
Mstep: Class 12 contains 17816 members 
Mstep: Class 13 contains 33159 members 
Mstep: Class 14 contains 2230 members 
Mstep: Class 15 contains 4218 members 
Mstep: Class 16 contains 1996 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189351 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19769 members 
Mstep: Class 21 contains 61740 members 
Mstep: Class 23 contains 73308 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760344.000000 Penalty: 77926.218750
Iteration 420F: 24 clusters Score -1.047603e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26336 members 
Mstep: Class 3 contains 45271 members 
Mstep: Class 4 contains 219112 members 
Mstep: Class 5 contains 13622 members 
Mstep: Class 6 contains 6621 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60704 members 
Mstep: Class 9 contains 42588 members 
Mstep: Class 10 contains 22077 members 
Mstep: Class 11 contains 6246 members 
Mstep: Class 12 contains 17815 members 
Mstep: Class 13 contains 33155 members 
Mstep: Class 14 contains 2230 members 
Mstep: Class 15 contains 4217 members 
Mstep: Class 16 contains 1996 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189367 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19765 members 
Mstep: Class 21 contains 61730 members 
Mstep: Class 23 contains 73367 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760376.000000 Penalty: 77926.218750
Iteration 421Q: 24 clusters Score -1.047604e+08 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26334 members 
Mstep: Class 3 contains 45271 members 
Mstep: Class 4 contains 219070 members 
Mstep: Class 5 contains 13621 members 
Mstep: Class 6 contains 6621 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60699 members 
Mstep: Class 9 contains 42585 members 
Mstep: Class 10 contains 22078 members 
Mstep: Class 11 contains 6240 members 
Mstep: Class 12 contains 17815 members 
Mstep: Class 13 contains 33152 members 
Mstep: Class 14 contains 2232 members 
Mstep: Class 15 contains 4217 members 
Mstep: Class 16 contains 1996 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189371 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19765 members 
Mstep: Class 21 contains 61725 members 
Mstep: Class 23 contains 73427 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760456.000000 Penalty: 77926.218750
Iteration 422Q: 24 clusters Score -1.047605e+08 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26330 members 
Mstep: Class 3 contains 45267 members 
Mstep: Class 4 contains 219051 members 
Mstep: Class 5 contains 13619 members 
Mstep: Class 6 contains 6621 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60690 members 
Mstep: Class 9 contains 42580 members 
Mstep: Class 10 contains 22076 members 
Mstep: Class 11 contains 6230 members 
Mstep: Class 12 contains 17810 members 
Mstep: Class 13 contains 33152 members 
Mstep: Class 14 contains 2234 members 
Mstep: Class 15 contains 4217 members 
Mstep: Class 16 contains 1996 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189372 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19766 members 
Mstep: Class 21 contains 61721 members 
Mstep: Class 23 contains 73487 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760336.000000 Penalty: 77926.218750
Iteration 423Q: 24 clusters Score -1.047603e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26324 members 
Mstep: Class 3 contains 45266 members 
Mstep: Class 4 contains 219028 members 
Mstep: Class 5 contains 13618 members 
Mstep: Class 6 contains 6621 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60688 members 
Mstep: Class 9 contains 42579 members 
Mstep: Class 10 contains 22076 members 
Mstep: Class 11 contains 6219 members 
Mstep: Class 12 contains 17811 members 
Mstep: Class 13 contains 33151 members 
Mstep: Class 14 contains 2236 members 
Mstep: Class 15 contains 4216 members 
Mstep: Class 16 contains 1996 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189372 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19766 members 
Mstep: Class 21 contains 61712 members 
Mstep: Class 23 contains 73540 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760360.000000 Penalty: 77926.218750
Iteration 424Q: 24 clusters Score -1.047604e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26322 members 
Mstep: Class 3 contains 45264 members 
Mstep: Class 4 contains 218998 members 
Mstep: Class 5 contains 13617 members 
Mstep: Class 6 contains 6621 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60688 members 
Mstep: Class 9 contains 42576 members 
Mstep: Class 10 contains 22076 members 
Mstep: Class 11 contains 6209 members 
Mstep: Class 12 contains 17815 members 
Mstep: Class 13 contains 33150 members 
Mstep: Class 14 contains 2237 members 
Mstep: Class 15 contains 4216 members 
Mstep: Class 16 contains 1996 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189374 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19766 members 
Mstep: Class 21 contains 61702 members 
Mstep: Class 23 contains 73592 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760408.000000 Penalty: 77926.218750
Iteration 425Q: 24 clusters Score -1.047604e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26323 members 
Mstep: Class 3 contains 45270 members 
Mstep: Class 4 contains 218929 members 
Mstep: Class 5 contains 13617 members 
Mstep: Class 6 contains 6621 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60685 members 
Mstep: Class 9 contains 42581 members 
Mstep: Class 10 contains 22078 members 
Mstep: Class 11 contains 6201 members 
Mstep: Class 12 contains 17819 members 
Mstep: Class 13 contains 33150 members 
Mstep: Class 14 contains 2238 members 
Mstep: Class 15 contains 4215 members 
Mstep: Class 16 contains 1996 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189379 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19764 members 
Mstep: Class 21 contains 61701 members 
Mstep: Class 23 contains 73652 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760360.000000 Penalty: 77926.218750
Iteration 426Q: 24 clusters Score -1.047604e+08 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26320 members 
Mstep: Class 3 contains 45272 members 
Mstep: Class 4 contains 218879 members 
Mstep: Class 5 contains 13618 members 
Mstep: Class 6 contains 6621 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60686 members 
Mstep: Class 9 contains 42586 members 
Mstep: Class 10 contains 22079 members 
Mstep: Class 11 contains 6191 members 
Mstep: Class 12 contains 17815 members 
Mstep: Class 13 contains 33150 members 
Mstep: Class 14 contains 2238 members 
Mstep: Class 15 contains 4215 members 
Mstep: Class 16 contains 1995 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189381 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19767 members 
Mstep: Class 21 contains 61701 members 
Mstep: Class 23 contains 73705 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760432.000000 Penalty: 77926.218750
Iteration 427Q: 24 clusters Score -1.047604e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26321 members 
Mstep: Class 3 contains 45271 members 
Mstep: Class 4 contains 218804 members 
Mstep: Class 5 contains 13620 members 
Mstep: Class 6 contains 6621 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60684 members 
Mstep: Class 9 contains 42584 members 
Mstep: Class 10 contains 22077 members 
Mstep: Class 11 contains 6181 members 
Mstep: Class 12 contains 17813 members 
Mstep: Class 13 contains 33148 members 
Mstep: Class 14 contains 2238 members 
Mstep: Class 15 contains 4213 members 
Mstep: Class 16 contains 1995 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189413 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19769 members 
Mstep: Class 21 contains 61693 members 
Mstep: Class 23 contains 73774 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760352.000000 Penalty: 77926.218750
Iteration 428Q: 24 clusters Score -1.047604e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26319 members 
Mstep: Class 3 contains 45270 members 
Mstep: Class 4 contains 218751 members 
Mstep: Class 5 contains 13621 members 
Mstep: Class 6 contains 6621 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60681 members 
Mstep: Class 9 contains 42578 members 
Mstep: Class 10 contains 22079 members 
Mstep: Class 11 contains 6173 members 
Mstep: Class 12 contains 17814 members 
Mstep: Class 13 contains 33145 members 
Mstep: Class 14 contains 2238 members 
Mstep: Class 15 contains 4211 members 
Mstep: Class 16 contains 1994 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189426 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19771 members 
Mstep: Class 21 contains 61685 members 
Mstep: Class 23 contains 73842 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760288.000000 Penalty: 77926.218750
Iteration 429Q: 24 clusters Score -1.047603e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26320 members 
Mstep: Class 3 contains 45268 members 
Mstep: Class 4 contains 218701 members 
Mstep: Class 5 contains 13620 members 
Mstep: Class 6 contains 6621 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60677 members 
Mstep: Class 9 contains 42577 members 
Mstep: Class 10 contains 22082 members 
Mstep: Class 11 contains 6164 members 
Mstep: Class 12 contains 17814 members 
Mstep: Class 13 contains 33146 members 
Mstep: Class 14 contains 2238 members 
Mstep: Class 15 contains 4211 members 
Mstep: Class 16 contains 1994 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189421 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19776 members 
Mstep: Class 21 contains 61679 members 
Mstep: Class 23 contains 73910 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760240.000000 Penalty: 77926.218750
Iteration 430Q: 24 clusters Score -1.047602e+08 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26319 members 
Mstep: Class 3 contains 45264 members 
Mstep: Class 4 contains 218656 members 
Mstep: Class 5 contains 13617 members 
Mstep: Class 6 contains 6621 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60680 members 
Mstep: Class 9 contains 42574 members 
Mstep: Class 10 contains 22080 members 
Mstep: Class 11 contains 6155 members 
Mstep: Class 12 contains 17812 members 
Mstep: Class 13 contains 33146 members 
Mstep: Class 14 contains 2236 members 
Mstep: Class 15 contains 4211 members 
Mstep: Class 16 contains 1994 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189431 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19778 members 
Mstep: Class 21 contains 61671 members 
Mstep: Class 23 contains 73974 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760240.000000 Penalty: 77926.218750
Iteration 431Q: 24 clusters Score -1.047602e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26319 members 
Mstep: Class 3 contains 45265 members 
Mstep: Class 4 contains 218596 members 
Mstep: Class 5 contains 13617 members 
Mstep: Class 6 contains 6621 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60685 members 
Mstep: Class 9 contains 42574 members 
Mstep: Class 10 contains 22080 members 
Mstep: Class 11 contains 6145 members 
Mstep: Class 12 contains 17812 members 
Mstep: Class 13 contains 33146 members 
Mstep: Class 14 contains 2237 members 
Mstep: Class 15 contains 4210 members 
Mstep: Class 16 contains 1994 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189417 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19777 members 
Mstep: Class 21 contains 61668 members 
Mstep: Class 23 contains 74056 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760280.000000 Penalty: 77926.218750
Iteration 432Q: 24 clusters Score -1.047603e+08 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26316 members 
Mstep: Class 3 contains 45268 members 
Mstep: Class 4 contains 218556 members 
Mstep: Class 5 contains 13617 members 
Mstep: Class 6 contains 6622 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60692 members 
Mstep: Class 9 contains 42566 members 
Mstep: Class 10 contains 22078 members 
Mstep: Class 11 contains 6134 members 
Mstep: Class 12 contains 17811 members 
Mstep: Class 13 contains 33144 members 
Mstep: Class 14 contains 2237 members 
Mstep: Class 15 contains 4210 members 
Mstep: Class 16 contains 1993 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189409 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19776 members 
Mstep: Class 21 contains 61660 members 
Mstep: Class 23 contains 74130 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760136.000000 Penalty: 77926.218750
Iteration 433Q: 24 clusters Score -1.047601e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26312 members 
Mstep: Class 3 contains 45263 members 
Mstep: Class 4 contains 218535 members 
Mstep: Class 5 contains 13617 members 
Mstep: Class 6 contains 6623 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60700 members 
Mstep: Class 9 contains 42566 members 
Mstep: Class 10 contains 22078 members 
Mstep: Class 11 contains 6122 members 
Mstep: Class 12 contains 17811 members 
Mstep: Class 13 contains 33141 members 
Mstep: Class 14 contains 2237 members 
Mstep: Class 15 contains 4210 members 
Mstep: Class 16 contains 1994 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189390 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19773 members 
Mstep: Class 21 contains 61650 members 
Mstep: Class 23 contains 74197 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760272.000000 Penalty: 77926.218750
Iteration 434Q: 24 clusters Score -1.047603e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26310 members 
Mstep: Class 3 contains 45258 members 
Mstep: Class 4 contains 218500 members 
Mstep: Class 5 contains 13617 members 
Mstep: Class 6 contains 6623 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60705 members 
Mstep: Class 9 contains 42568 members 
Mstep: Class 10 contains 22077 members 
Mstep: Class 11 contains 6105 members 
Mstep: Class 12 contains 17807 members 
Mstep: Class 13 contains 33140 members 
Mstep: Class 14 contains 2238 members 
Mstep: Class 15 contains 4210 members 
Mstep: Class 16 contains 1994 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189384 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19769 members 
Mstep: Class 21 contains 61651 members 
Mstep: Class 23 contains 74263 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760280.000000 Penalty: 77926.218750
Iteration 435Q: 24 clusters Score -1.047603e+08 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26311 members 
Mstep: Class 3 contains 45253 members 
Mstep: Class 4 contains 218451 members 
Mstep: Class 5 contains 13615 members 
Mstep: Class 6 contains 6623 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60699 members 
Mstep: Class 9 contains 42573 members 
Mstep: Class 10 contains 22078 members 
Mstep: Class 11 contains 6093 members 
Mstep: Class 12 contains 17808 members 
Mstep: Class 13 contains 33136 members 
Mstep: Class 14 contains 2238 members 
Mstep: Class 15 contains 4211 members 
Mstep: Class 16 contains 1994 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189385 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19766 members 
Mstep: Class 21 contains 61645 members 
Mstep: Class 23 contains 74340 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760304.000000 Penalty: 77926.218750
Iteration 436Q: 24 clusters Score -1.047603e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26313 members 
Mstep: Class 3 contains 45248 members 
Mstep: Class 4 contains 218389 members 
Mstep: Class 5 contains 13614 members 
Mstep: Class 6 contains 6623 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60701 members 
Mstep: Class 9 contains 42572 members 
Mstep: Class 10 contains 22075 members 
Mstep: Class 11 contains 6085 members 
Mstep: Class 12 contains 17809 members 
Mstep: Class 13 contains 33134 members 
Mstep: Class 14 contains 2238 members 
Mstep: Class 15 contains 4211 members 
Mstep: Class 16 contains 1995 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189382 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19766 members 
Mstep: Class 21 contains 61639 members 
Mstep: Class 23 contains 74425 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760304.000000 Penalty: 77926.218750
Iteration 437Q: 24 clusters Score -1.047603e+08 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26314 members 
Mstep: Class 3 contains 45244 members 
Mstep: Class 4 contains 218315 members 
Mstep: Class 5 contains 13611 members 
Mstep: Class 6 contains 6623 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60695 members 
Mstep: Class 9 contains 42574 members 
Mstep: Class 10 contains 22074 members 
Mstep: Class 11 contains 6075 members 
Mstep: Class 12 contains 17801 members 
Mstep: Class 13 contains 33133 members 
Mstep: Class 14 contains 2238 members 
Mstep: Class 15 contains 4211 members 
Mstep: Class 16 contains 1995 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189391 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19766 members 
Mstep: Class 21 contains 61629 members 
Mstep: Class 23 contains 74530 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760408.000000 Penalty: 77926.218750
Iteration 438Q: 24 clusters Score -1.047604e+08 nChanged 276
Entering ConstructFrom: 
Score: -104760408.000000 Penalty: 77926.218750
Entering ConstructFrom: 
Trying to split cluster 1 (5460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Entering Unmasked Estep 
Score: -690588.125000 Penalty: 2134.090576
	Iteration 0F: 2 clusters Score -690588.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -685776.875000 Penalty: 4268.181152
	Iteration 0F: 3 clusters Score -685776.9 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -686974.062500 Penalty: 4268.181152
	Iteration 1F: 3 clusters Score -686974.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -687148.187500 Penalty: 4268.181152
	Iteration 2F: 3 clusters Score -687148.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -687237.812500 Penalty: 4268.181152
	Iteration 3Q: 3 clusters Score -687237.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -687303.562500 Penalty: 4268.181152
	Iteration 4Q: 3 clusters Score -687303.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -687355.250000 Penalty: 4268.181152
	Iteration 5Q: 3 clusters Score -687355.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -687393.625000 Penalty: 4268.181152
	Iteration 6Q: 3 clusters Score -687393.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -687425.250000 Penalty: 4268.181152
	Iteration 7Q: 3 clusters Score -687425.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -687452.062500 Penalty: 4268.181152
	Iteration 8Q: 3 clusters Score -687452.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -687474.750000 Penalty: 4268.181152
	Iteration 9Q: 3 clusters Score -687474.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -687490.250000 Penalty: 4268.181152
	Iteration 10Q: 3 clusters Score -687490.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -687503.687500 Penalty: 4268.181152
	Iteration 11Q: 3 clusters Score -687503.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -687511.437500 Penalty: 4268.181152
	Iteration 12Q: 3 clusters Score -687511.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -687523.000000 Penalty: 4268.181152
	Iteration 13Q: 3 clusters Score -687523 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -687531.250000 Penalty: 4268.181152
	Iteration 14Q: 3 clusters Score -687531.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -687539.062500 Penalty: 4268.181152
	Iteration 15Q: 3 clusters Score -687539.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -687548.500000 Penalty: 4268.181152
	Iteration 16Q: 3 clusters Score -687548.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -687553.562500 Penalty: 4268.181152
	Iteration 17Q: 3 clusters Score -687553.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -687560.750000 Penalty: 4268.181152
	Iteration 18Q: 3 clusters Score -687560.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -687565.187500 Penalty: 4268.181152
	Iteration 19Q: 3 clusters Score -687565.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -687568.250000 Penalty: 4268.181152
	Iteration 20F: 3 clusters Score -687568.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -687572.687500 Penalty: 4268.181152
	Iteration 21Q: 3 clusters Score -687572.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -687574.500000 Penalty: 4268.181152
	Iteration 22Q: 3 clusters Score -687574.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -687577.937500 Penalty: 4268.181152
	Iteration 23Q: 3 clusters Score -687577.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -687582.375000 Penalty: 4268.181152
	Iteration 24Q: 3 clusters Score -687582.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -687584.312500 Penalty: 4268.181152
	Iteration 25Q: 3 clusters Score -687584.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -687587.000000 Penalty: 4268.181152
	Iteration 26Q: 3 clusters Score -687587 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -687591.875000 Penalty: 4268.181152
	Iteration 27Q: 3 clusters Score -687591.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -687596.937500 Penalty: 4268.181152
	Iteration 28Q: 3 clusters Score -687596.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -687600.062500 Penalty: 4268.181152
	Iteration 29Q: 3 clusters Score -687600.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -687605.312500 Penalty: 4268.181152
	Iteration 30Q: 3 clusters Score -687605.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -687609.312500 Penalty: 4268.181152
	Iteration 31Q: 3 clusters Score -687609.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -687614.875000 Penalty: 4268.181152
	Iteration 32Q: 3 clusters Score -687614.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -687621.375000 Penalty: 4268.181152
	Iteration 33Q: 3 clusters Score -687621.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -687630.125000 Penalty: 4268.181152
	Iteration 34Q: 3 clusters Score -687630.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -687635.937500 Penalty: 4268.181152
	Iteration 35Q: 3 clusters Score -687635.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -687637.812500 Penalty: 4268.181152
	Iteration 36Q: 3 clusters Score -687637.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -687643.625000 Penalty: 4268.181152
	Iteration 37Q: 3 clusters Score -687643.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -687650.187500 Penalty: 4268.181152
	Iteration 38Q: 3 clusters Score -687650.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -687655.125000 Penalty: 4268.181152
	Iteration 39Q: 3 clusters Score -687655.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -687658.125000 Penalty: 4268.181152
	Iteration 40F: 3 clusters Score -687658.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -687660.937500 Penalty: 4268.181152
	Iteration 41Q: 3 clusters Score -687660.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -687663.375000 Penalty: 4268.181152
	Iteration 42Q: 3 clusters Score -687663.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -687669.187500 Penalty: 4268.181152
	Iteration 43Q: 3 clusters Score -687669.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -687677.437500 Penalty: 4268.181152
	Iteration 44Q: 3 clusters Score -687677.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -687687.187500 Penalty: 4268.181152
	Iteration 45Q: 3 clusters Score -687687.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -687697.187500 Penalty: 4268.181152
	Iteration 46Q: 3 clusters Score -687697.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -687708.437500 Penalty: 4268.181152
	Iteration 47Q: 3 clusters Score -687708.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -687717.187500 Penalty: 4268.181152
	Iteration 48Q: 3 clusters Score -687717.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -687734.000000 Penalty: 4268.181152
	Iteration 49Q: 3 clusters Score -687734 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -687747.937500 Penalty: 4268.181152
	Iteration 50Q: 3 clusters Score -687747.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -687756.750000 Penalty: 4268.181152
	Iteration 51Q: 3 clusters Score -687756.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -687772.062500 Penalty: 4268.181152
	Iteration 52Q: 3 clusters Score -687772.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -687787.125000 Penalty: 4268.181152
	Iteration 53Q: 3 clusters Score -687787.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -687811.062500 Penalty: 4268.181152
	Iteration 54Q: 3 clusters Score -687811.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -687831.812500 Penalty: 4268.181152
	Iteration 55Q: 3 clusters Score -687831.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -687860.187500 Penalty: 4268.181152
	Iteration 56Q: 3 clusters Score -687860.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -687889.062500 Penalty: 4268.181152
	Iteration 57Q: 3 clusters Score -687889.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -687922.125000 Penalty: 4268.181152
	Iteration 58Q: 3 clusters Score -687922.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -687967.937500 Penalty: 4268.181152
	Iteration 59Q: 3 clusters Score -687967.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -688013.437500 Penalty: 4268.181152
	Iteration 60F: 3 clusters Score -688013.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -688056.937500 Penalty: 4268.181152
	Iteration 61Q: 3 clusters Score -688056.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -688101.187500 Penalty: 4268.181152
	Iteration 62Q: 3 clusters Score -688101.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -688146.437500 Penalty: 4268.181152
	Iteration 63Q: 3 clusters Score -688146.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -688186.500000 Penalty: 4268.181152
	Iteration 64Q: 3 clusters Score -688186.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -688230.000000 Penalty: 4268.181152
	Iteration 65Q: 3 clusters Score -688230 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -688267.187500 Penalty: 4268.181152
	Iteration 66Q: 3 clusters Score -688267.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -688303.750000 Penalty: 4268.181152
	Iteration 67Q: 3 clusters Score -688303.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -688333.187500 Penalty: 4268.181152
	Iteration 68Q: 3 clusters Score -688333.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -688369.000000 Penalty: 4268.181152
	Iteration 69Q: 3 clusters Score -688369 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -688405.312500 Penalty: 4268.181152
	Iteration 70Q: 3 clusters Score -688405.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -688442.687500 Penalty: 4268.181152
	Iteration 71Q: 3 clusters Score -688442.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -688480.562500 Penalty: 4268.181152
	Iteration 72Q: 3 clusters Score -688480.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -688506.875000 Penalty: 4268.181152
	Iteration 73Q: 3 clusters Score -688506.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -688533.312500 Penalty: 4268.181152
	Iteration 74Q: 3 clusters Score -688533.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -688555.187500 Penalty: 4268.181152
	Iteration 75Q: 3 clusters Score -688555.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -688575.875000 Penalty: 4268.181152
	Iteration 76Q: 3 clusters Score -688575.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -688589.937500 Penalty: 4268.181152
	Iteration 77Q: 3 clusters Score -688589.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -688607.687500 Penalty: 4268.181152
	Iteration 78Q: 3 clusters Score -688607.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -688625.250000 Penalty: 4268.181152
	Iteration 79Q: 3 clusters Score -688625.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -688634.375000 Penalty: 4268.181152
	Iteration 80F: 3 clusters Score -688634.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -688641.312500 Penalty: 4268.181152
	Iteration 81Q: 3 clusters Score -688641.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -688649.687500 Penalty: 4268.181152
	Iteration 82Q: 3 clusters Score -688649.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -688659.250000 Penalty: 4268.181152
	Iteration 83Q: 3 clusters Score -688659.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -688664.562500 Penalty: 4268.181152
	Iteration 84Q: 3 clusters Score -688664.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -688672.125000 Penalty: 4268.181152
	Iteration 85Q: 3 clusters Score -688672.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -688679.687500 Penalty: 4268.181152
	Iteration 86Q: 3 clusters Score -688679.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -688684.187500 Penalty: 4268.181152
	Iteration 87Q: 3 clusters Score -688684.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -688686.125000 Penalty: 4268.181152
	Iteration 88Q: 3 clusters Score -688686.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -688691.375000 Penalty: 4268.181152
	Iteration 89Q: 3 clusters Score -688691.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -688695.187500 Penalty: 4268.181152
	Iteration 90Q: 3 clusters Score -688695.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -688695.437500 Penalty: 4268.181152
	Iteration 91Q: 3 clusters Score -688695.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -688695.437500 Penalty: 4268.181152
	Iteration 92F: 3 clusters Score -688695.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Entering Unmasked Estep 
Score: -3318066.000000 Penalty: 2524.061279
	Iteration 0F: 2 clusters Score -3318066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -3299962.000000 Penalty: 5048.122559
	Iteration 0F: 3 clusters Score -3299962 nChanged 11646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -3306275.750000 Penalty: 5048.122559
	Iteration 1F: 3 clusters Score -3306276 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -3306821.500000 Penalty: 5048.122559
	Iteration 2F: 3 clusters Score -3306822 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -3307398.500000 Penalty: 5048.122559
	Iteration 3Q: 3 clusters Score -3307398 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -3308161.250000 Penalty: 5048.122559
	Iteration 4F: 3 clusters Score -3308161 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -3309231.500000 Penalty: 5048.122559
	Iteration 5F: 3 clusters Score -3309232 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -3310673.000000 Penalty: 5048.122559
	Iteration 6F: 3 clusters Score -3310673 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -3312344.750000 Penalty: 5048.122559
	Iteration 7F: 3 clusters Score -3312345 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -3313825.750000 Penalty: 5048.122559
	Iteration 8F: 3 clusters Score -3313826 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3314832.000000 Penalty: 5048.122559
	Iteration 9Q: 3 clusters Score -3314832 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3315387.250000 Penalty: 5048.122559
	Iteration 10Q: 3 clusters Score -3315387 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -3315635.500000 Penalty: 5048.122559
	Iteration 11Q: 3 clusters Score -3315636 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3315740.500000 Penalty: 5048.122559
	Iteration 12Q: 3 clusters Score -3315740 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3315797.500000 Penalty: 5048.122559
	Iteration 13Q: 3 clusters Score -3315798 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25988 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3315838.750000 Penalty: 5048.122559
	Iteration 14Q: 3 clusters Score -3315839 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3315851.000000 Penalty: 5048.122559
	Iteration 15Q: 3 clusters Score -3315851 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3315864.250000 Penalty: 5048.122559
	Iteration 16Q: 3 clusters Score -3315864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3315877.500000 Penalty: 5048.122559
	Iteration 17Q: 3 clusters Score -3315878 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3315892.250000 Penalty: 5048.122559
	Iteration 18Q: 3 clusters Score -3315892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3315892.500000 Penalty: 5048.122559
	Iteration 19Q: 3 clusters Score -3315892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3315896.250000 Penalty: 5048.122559
	Iteration 20F: 3 clusters Score -3315896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3315894.500000 Penalty: 5048.122559
	Iteration 21Q: 3 clusters Score -3315894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3315895.250000 Penalty: 5048.122559
	Iteration 22Q: 3 clusters Score -3315895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3315895.250000 Penalty: 5048.122559
	Iteration 23F: 3 clusters Score -3315895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (45239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45239 members 
Entering Unmasked Estep 
Score: -5706619.500000 Penalty: 2658.489258
	Iteration 0F: 2 clusters Score -5706620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -5676155.000000 Penalty: 5316.978516
	Iteration 0F: 3 clusters Score -5676155 nChanged 20885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -5687678.500000 Penalty: 5316.978516
	Iteration 1F: 3 clusters Score -5687678 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -5688124.000000 Penalty: 5316.978516
	Iteration 2Q: 3 clusters Score -5688124 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -5688522.500000 Penalty: 5316.978516
	Iteration 3Q: 3 clusters Score -5688522 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -5688911.500000 Penalty: 5316.978516
	Iteration 4Q: 3 clusters Score -5688912 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 25842 members 
Entering Unmasked Estep 
Score: -5689398.000000 Penalty: 5316.978516
	Iteration 5Q: 3 clusters Score -5689398 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -5690038.000000 Penalty: 5316.978516
	Iteration 6Q: 3 clusters Score -5690038 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -5690995.000000 Penalty: 5316.978516
	Iteration 7Q: 3 clusters Score -5690995 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -5692536.000000 Penalty: 5316.978516
	Iteration 8F: 3 clusters Score -5692536 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -5694895.000000 Penalty: 5316.978516
	Iteration 9F: 3 clusters Score -5694895 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 38008 members 
Entering Unmasked Estep 
Score: -5697736.500000 Penalty: 5316.978516
	Iteration 10F: 3 clusters Score -5697736 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 40994 members 
Entering Unmasked Estep 
Score: -5700512.500000 Penalty: 5316.978516
	Iteration 11F: 3 clusters Score -5700512 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 43084 members 
Entering Unmasked Estep 
Score: -5702526.500000 Penalty: 5316.978516
	Iteration 12Q: 3 clusters Score -5702526 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 44160 members 
Entering Unmasked Estep 
Score: -5703526.500000 Penalty: 5316.978516
	Iteration 13Q: 3 clusters Score -5703526 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 44593 members 
Entering Unmasked Estep 
Score: -5703976.000000 Penalty: 5316.978516
	Iteration 14Q: 3 clusters Score -5703976 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 44747 members 
Entering Unmasked Estep 
Score: -5704179.500000 Penalty: 5316.978516
	Iteration 15Q: 3 clusters Score -5704180 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 44803 members 
Entering Unmasked Estep 
Score: -5704259.000000 Penalty: 5316.978516
	Iteration 16Q: 3 clusters Score -5704259 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 44833 members 
Entering Unmasked Estep 
Score: -5704318.500000 Penalty: 5316.978516
	Iteration 17Q: 3 clusters Score -5704318 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 44847 members 
Entering Unmasked Estep 
Score: -5704368.000000 Penalty: 5316.978516
	Iteration 18Q: 3 clusters Score -5704368 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 44852 members 
Entering Unmasked Estep 
Score: -5704390.500000 Penalty: 5316.978516
	Iteration 19Q: 3 clusters Score -5704390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 44857 members 
Entering Unmasked Estep 
Score: -5704419.500000 Penalty: 5316.978516
	Iteration 20F: 3 clusters Score -5704420 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 44861 members 
Entering Unmasked Estep 
Score: -5704421.500000 Penalty: 5316.978516
	Iteration 21Q: 3 clusters Score -5704422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 44863 members 
Entering Unmasked Estep 
Score: -5704424.000000 Penalty: 5316.978516
	Iteration 22Q: 3 clusters Score -5704424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 44864 members 
Entering Unmasked Estep 
Score: -5704426.500000 Penalty: 5316.978516
	Iteration 23Q: 3 clusters Score -5704426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 44869 members 
Entering Unmasked Estep 
Score: -5704432.500000 Penalty: 5316.978516
	Iteration 24Q: 3 clusters Score -5704432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 44873 members 
Entering Unmasked Estep 
Score: -5704440.500000 Penalty: 5316.978516
	Iteration 25Q: 3 clusters Score -5704440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 44876 members 
Entering Unmasked Estep 
Score: -5704446.000000 Penalty: 5316.978516
	Iteration 26Q: 3 clusters Score -5704446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 44877 members 
Entering Unmasked Estep 
Score: -5704444.500000 Penalty: 5316.978516
	Iteration 27Q: 3 clusters Score -5704444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 44877 members 
Entering Unmasked Estep 
Score: -5704444.500000 Penalty: 5316.978516
	Iteration 28F: 3 clusters Score -5704444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (218251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218251 members 
Entering Unmasked Estep 
Score: -27110160.000000 Penalty: 3048.763428
	Iteration 0F: 2 clusters Score -2.711016e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109357 members 
Mstep: Class 2 contains 108894 members 
Entering Unmasked Estep 
Score: -26968592.000000 Penalty: 6097.526855
	Iteration 0F: 3 clusters Score -2.696859e+07 nChanged 105146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113787 members 
Mstep: Class 2 contains 104464 members 
Entering Unmasked Estep 
Score: -27031168.000000 Penalty: 6097.526855
	Iteration 1F: 3 clusters Score -2.703117e+07 nChanged 7104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117111 members 
Mstep: Class 2 contains 101140 members 
Entering Unmasked Estep 
Score: -27033106.000000 Penalty: 6097.526855
	Iteration 2Q: 3 clusters Score -2.703311e+07 nChanged 8449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122096 members 
Mstep: Class 2 contains 96155 members 
Entering Unmasked Estep 
Score: -27036324.000000 Penalty: 6097.526855
	Iteration 3Q: 3 clusters Score -2.703632e+07 nChanged 10948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129536 members 
Mstep: Class 2 contains 88715 members 
Entering Unmasked Estep 
Score: -27042168.000000 Penalty: 6097.526855
	Iteration 4F: 3 clusters Score -2.704217e+07 nChanged 14423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140185 members 
Mstep: Class 2 contains 78066 members 
Entering Unmasked Estep 
Score: -27051996.000000 Penalty: 6097.526855
	Iteration 5F: 3 clusters Score -2.7052e+07 nChanged 17328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153861 members 
Mstep: Class 2 contains 64390 members 
Entering Unmasked Estep 
Score: -27066160.000000 Penalty: 6097.526855
	Iteration 6F: 3 clusters Score -2.706616e+07 nChanged 17094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167895 members 
Mstep: Class 2 contains 50356 members 
Entering Unmasked Estep 
Score: -27082474.000000 Penalty: 6097.526855
	Iteration 7F: 3 clusters Score -2.708247e+07 nChanged 13443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178510 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -27095408.000000 Penalty: 6097.526855
	Iteration 8F: 3 clusters Score -2.709541e+07 nChanged 8658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184842 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -27102150.000000 Penalty: 6097.526855
	Iteration 9Q: 3 clusters Score -2.710215e+07 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188989 members 
Mstep: Class 2 contains 29262 members 
Entering Unmasked Estep 
Score: -27105382.000000 Penalty: 6097.526855
	Iteration 10Q: 3 clusters Score -2.710538e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192247 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -27106962.000000 Penalty: 6097.526855
	Iteration 11Q: 3 clusters Score -2.710696e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194969 members 
Mstep: Class 2 contains 23282 members 
Entering Unmasked Estep 
Score: -27108026.000000 Penalty: 6097.526855
	Iteration 12Q: 3 clusters Score -2.710803e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197382 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -27108582.000000 Penalty: 6097.526855
	Iteration 13Q: 3 clusters Score -2.710858e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199727 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -27109090.000000 Penalty: 6097.526855
	Iteration 14Q: 3 clusters Score -2.710909e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201912 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -27109402.000000 Penalty: 6097.526855
	Iteration 15Q: 3 clusters Score -2.71094e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204015 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -27109710.000000 Penalty: 6097.526855
	Iteration 16Q: 3 clusters Score -2.710971e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205962 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -27109960.000000 Penalty: 6097.526855
	Iteration 17Q: 3 clusters Score -2.710996e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207675 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -27109938.000000 Penalty: 6097.526855
	Iteration 18Q: 3 clusters Score -2.710994e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209197 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -27109754.000000 Penalty: 6097.526855
	Iteration 19Q: 3 clusters Score -2.710975e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210530 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -27109662.000000 Penalty: 6097.526855
	Iteration 20F: 3 clusters Score -2.710966e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211647 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -27109704.000000 Penalty: 6097.526855
	Iteration 21Q: 3 clusters Score -2.71097e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212596 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -27109798.000000 Penalty: 6097.526855
	Iteration 22Q: 3 clusters Score -2.71098e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213381 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -27109792.000000 Penalty: 6097.526855
	Iteration 23Q: 3 clusters Score -2.710979e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214078 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -27109650.000000 Penalty: 6097.526855
	Iteration 24Q: 3 clusters Score -2.710965e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214636 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -27109618.000000 Penalty: 6097.526855
	Iteration 25Q: 3 clusters Score -2.710962e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215040 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -27109510.000000 Penalty: 6097.526855
	Iteration 26Q: 3 clusters Score -2.710951e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215339 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -27109382.000000 Penalty: 6097.526855
	Iteration 27Q: 3 clusters Score -2.710938e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215597 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -27109362.000000 Penalty: 6097.526855
	Iteration 28Q: 3 clusters Score -2.710936e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215830 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -27109314.000000 Penalty: 6097.526855
	Iteration 29Q: 3 clusters Score -2.710931e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216006 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -27109250.000000 Penalty: 6097.526855
	Iteration 30Q: 3 clusters Score -2.710925e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216152 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -27109146.000000 Penalty: 6097.526855
	Iteration 31Q: 3 clusters Score -2.710915e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216262 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -27109094.000000 Penalty: 6097.526855
	Iteration 32Q: 3 clusters Score -2.710909e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216354 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -27109112.000000 Penalty: 6097.526855
	Iteration 33Q: 3 clusters Score -2.710911e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216431 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -27109050.000000 Penalty: 6097.526855
	Iteration 34Q: 3 clusters Score -2.710905e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216486 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -27109020.000000 Penalty: 6097.526855
	Iteration 35Q: 3 clusters Score -2.710902e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216525 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -27109012.000000 Penalty: 6097.526855
	Iteration 36Q: 3 clusters Score -2.710901e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216559 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -27109010.000000 Penalty: 6097.526855
	Iteration 37Q: 3 clusters Score -2.710901e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216584 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -27109006.000000 Penalty: 6097.526855
	Iteration 38Q: 3 clusters Score -2.710901e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216611 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -27109000.000000 Penalty: 6097.526855
	Iteration 39Q: 3 clusters Score -2.7109e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216634 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -27108978.000000 Penalty: 6097.526855
	Iteration 40F: 3 clusters Score -2.710898e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216659 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -27108992.000000 Penalty: 6097.526855
	Iteration 41Q: 3 clusters Score -2.710899e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216688 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -27108952.000000 Penalty: 6097.526855
	Iteration 42Q: 3 clusters Score -2.710895e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216704 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -27108940.000000 Penalty: 6097.526855
	Iteration 43Q: 3 clusters Score -2.710894e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216711 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -27108938.000000 Penalty: 6097.526855
	Iteration 44Q: 3 clusters Score -2.710894e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216719 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -27108936.000000 Penalty: 6097.526855
	Iteration 45Q: 3 clusters Score -2.710894e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216724 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -27108944.000000 Penalty: 6097.526855
	Iteration 46Q: 3 clusters Score -2.710894e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216729 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -27108938.000000 Penalty: 6097.526855
	Iteration 47Q: 3 clusters Score -2.710894e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216737 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -27108950.000000 Penalty: 6097.526855
	Iteration 48Q: 3 clusters Score -2.710895e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216747 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -27108938.000000 Penalty: 6097.526855
	Iteration 49Q: 3 clusters Score -2.710894e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216761 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -27108942.000000 Penalty: 6097.526855
	Iteration 50Q: 3 clusters Score -2.710894e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216771 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -27108942.000000 Penalty: 6097.526855
	Iteration 51Q: 3 clusters Score -2.710894e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216777 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -27108930.000000 Penalty: 6097.526855
	Iteration 52Q: 3 clusters Score -2.710893e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216783 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -27108934.000000 Penalty: 6097.526855
	Iteration 53Q: 3 clusters Score -2.710893e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216791 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -27108942.000000 Penalty: 6097.526855
	Iteration 54Q: 3 clusters Score -2.710894e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216800 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -27108942.000000 Penalty: 6097.526855
	Iteration 55Q: 3 clusters Score -2.710894e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216804 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -27108914.000000 Penalty: 6097.526855
	Iteration 56Q: 3 clusters Score -2.710891e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216808 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -27108934.000000 Penalty: 6097.526855
	Iteration 57Q: 3 clusters Score -2.710893e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216815 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -27108912.000000 Penalty: 6097.526855
	Iteration 58Q: 3 clusters Score -2.710891e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216820 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -27108896.000000 Penalty: 6097.526855
	Iteration 59Q: 3 clusters Score -2.71089e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216827 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -27108908.000000 Penalty: 6097.526855
	Iteration 60F: 3 clusters Score -2.710891e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216834 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -27108896.000000 Penalty: 6097.526855
	Iteration 61Q: 3 clusters Score -2.71089e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216841 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -27108902.000000 Penalty: 6097.526855
	Iteration 62Q: 3 clusters Score -2.71089e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216847 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -27108884.000000 Penalty: 6097.526855
	Iteration 63Q: 3 clusters Score -2.710888e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216855 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -27108856.000000 Penalty: 6097.526855
	Iteration 64Q: 3 clusters Score -2.710886e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216857 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -27108860.000000 Penalty: 6097.526855
	Iteration 65Q: 3 clusters Score -2.710886e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216863 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -27108856.000000 Penalty: 6097.526855
	Iteration 66Q: 3 clusters Score -2.710886e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216866 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -27108844.000000 Penalty: 6097.526855
	Iteration 67Q: 3 clusters Score -2.710884e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216868 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -27108866.000000 Penalty: 6097.526855
	Iteration 68Q: 3 clusters Score -2.710887e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216869 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -27108866.000000 Penalty: 6097.526855
	Iteration 69Q: 3 clusters Score -2.710887e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216870 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -27108864.000000 Penalty: 6097.526855
	Iteration 70Q: 3 clusters Score -2.710886e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216873 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -27108858.000000 Penalty: 6097.526855
	Iteration 71Q: 3 clusters Score -2.710886e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216873 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -27108858.000000 Penalty: 6097.526855
	Iteration 72F: 3 clusters Score -2.710886e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Entering Unmasked Estep 
Score: -1696699.500000 Penalty: 2360.639404
	Iteration 0F: 2 clusters Score -1696700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1686779.625000 Penalty: 4721.278809
	Iteration 0F: 3 clusters Score -1686780 nChanged 5811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1689839.125000 Penalty: 4721.278809
	Iteration 1F: 3 clusters Score -1689839 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1690199.375000 Penalty: 4721.278809
	Iteration 2F: 3 clusters Score -1690199 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1690487.375000 Penalty: 4721.278809
	Iteration 3Q: 3 clusters Score -1690487 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1690787.625000 Penalty: 4721.278809
	Iteration 4Q: 3 clusters Score -1690788 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1691081.500000 Penalty: 4721.278809
	Iteration 5Q: 3 clusters Score -1691082 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1691363.125000 Penalty: 4721.278809
	Iteration 6Q: 3 clusters Score -1691363 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -1691656.875000 Penalty: 4721.278809
	Iteration 7Q: 3 clusters Score -1691657 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1691984.625000 Penalty: 4721.278809
	Iteration 8Q: 3 clusters Score -1691985 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -1692348.500000 Penalty: 4721.278809
	Iteration 9Q: 3 clusters Score -1692348 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -1692694.500000 Penalty: 4721.278809
	Iteration 10Q: 3 clusters Score -1692694 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1692979.750000 Penalty: 4721.278809
	Iteration 11Q: 3 clusters Score -1692980 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1693232.875000 Penalty: 4721.278809
	Iteration 12Q: 3 clusters Score -1693233 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1693434.000000 Penalty: 4721.278809
	Iteration 13Q: 3 clusters Score -1693434 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -1693599.000000 Penalty: 4721.278809
	Iteration 14Q: 3 clusters Score -1693599 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1693753.125000 Penalty: 4721.278809
	Iteration 15Q: 3 clusters Score -1693753 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1693889.875000 Penalty: 4721.278809
	Iteration 16Q: 3 clusters Score -1693890 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1694008.250000 Penalty: 4721.278809
	Iteration 17Q: 3 clusters Score -1694008 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1694159.875000 Penalty: 4721.278809
	Iteration 18Q: 3 clusters Score -1694160 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1694374.500000 Penalty: 4721.278809
	Iteration 19Q: 3 clusters Score -1694374 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1694571.125000 Penalty: 4721.278809
	Iteration 20F: 3 clusters Score -1694571 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1694733.125000 Penalty: 4721.278809
	Iteration 21Q: 3 clusters Score -1694733 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1694868.500000 Penalty: 4721.278809
	Iteration 22Q: 3 clusters Score -1694868 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1694946.375000 Penalty: 4721.278809
	Iteration 23Q: 3 clusters Score -1694946 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1695001.125000 Penalty: 4721.278809
	Iteration 24Q: 3 clusters Score -1695001 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1695030.000000 Penalty: 4721.278809
	Iteration 25Q: 3 clusters Score -1695030 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1695050.250000 Penalty: 4721.278809
	Iteration 26Q: 3 clusters Score -1695050 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1695063.625000 Penalty: 4721.278809
	Iteration 27Q: 3 clusters Score -1695064 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1695070.875000 Penalty: 4721.278809
	Iteration 28Q: 3 clusters Score -1695071 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1695079.250000 Penalty: 4721.278809
	Iteration 29Q: 3 clusters Score -1695079 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1695079.250000 Penalty: 4721.278809
	Iteration 30Q: 3 clusters Score -1695079 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1695083.000000 Penalty: 4721.278809
	Iteration 31Q: 3 clusters Score -1695083 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1695086.000000 Penalty: 4721.278809
	Iteration 32Q: 3 clusters Score -1695086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1695089.875000 Penalty: 4721.278809
	Iteration 33Q: 3 clusters Score -1695090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1695092.250000 Penalty: 4721.278809
	Iteration 34Q: 3 clusters Score -1695092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1695095.625000 Penalty: 4721.278809
	Iteration 35Q: 3 clusters Score -1695096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1695092.750000 Penalty: 4721.278809
	Iteration 36Q: 3 clusters Score -1695093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -1695089.500000 Penalty: 4721.278809
	Iteration 37Q: 3 clusters Score -1695090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -1695091.000000 Penalty: 4721.278809
	Iteration 38Q: 3 clusters Score -1695091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1695090.250000 Penalty: 4721.278809
	Iteration 39Q: 3 clusters Score -1695090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1695092.875000 Penalty: 4721.278809
	Iteration 40F: 3 clusters Score -1695093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1695095.375000 Penalty: 4721.278809
	Iteration 41Q: 3 clusters Score -1695095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1695098.500000 Penalty: 4721.278809
	Iteration 42Q: 3 clusters Score -1695098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1695096.000000 Penalty: 4721.278809
	Iteration 43Q: 3 clusters Score -1695096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1695098.000000 Penalty: 4721.278809
	Iteration 44Q: 3 clusters Score -1695098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1695095.625000 Penalty: 4721.278809
	Iteration 45Q: 3 clusters Score -1695096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1695095.625000 Penalty: 4721.278809
	Iteration 46F: 3 clusters Score -1695096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Entering Unmasked Estep 
Score: -839184.875000 Penalty: 2181.979248
	Iteration 0F: 2 clusters Score -839184.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -833609.000000 Penalty: 4363.958496
	Iteration 0F: 3 clusters Score -833609 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -834988.312500 Penalty: 4363.958496
	Iteration 1F: 3 clusters Score -834988.3 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -835187.812500 Penalty: 4363.958496
	Iteration 2F: 3 clusters Score -835187.8 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -835321.687500 Penalty: 4363.958496
	Iteration 3Q: 3 clusters Score -835321.7 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -835403.625000 Penalty: 4363.958496
	Iteration 4Q: 3 clusters Score -835403.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -835463.187500 Penalty: 4363.958496
	Iteration 5Q: 3 clusters Score -835463.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -835513.250000 Penalty: 4363.958496
	Iteration 6Q: 3 clusters Score -835513.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -835550.312500 Penalty: 4363.958496
	Iteration 7Q: 3 clusters Score -835550.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -835585.375000 Penalty: 4363.958496
	Iteration 8Q: 3 clusters Score -835585.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -835613.437500 Penalty: 4363.958496
	Iteration 9Q: 3 clusters Score -835613.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -835631.875000 Penalty: 4363.958496
	Iteration 10Q: 3 clusters Score -835631.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -835649.687500 Penalty: 4363.958496
	Iteration 11Q: 3 clusters Score -835649.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -835665.812500 Penalty: 4363.958496
	Iteration 12Q: 3 clusters Score -835665.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -835678.000000 Penalty: 4363.958496
	Iteration 13Q: 3 clusters Score -835678 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -835681.687500 Penalty: 4363.958496
	Iteration 14Q: 3 clusters Score -835681.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -835688.000000 Penalty: 4363.958496
	Iteration 15Q: 3 clusters Score -835688 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -835694.687500 Penalty: 4363.958496
	Iteration 16Q: 3 clusters Score -835694.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -835699.562500 Penalty: 4363.958496
	Iteration 17Q: 3 clusters Score -835699.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -835706.625000 Penalty: 4363.958496
	Iteration 18Q: 3 clusters Score -835706.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -835711.812500 Penalty: 4363.958496
	Iteration 19Q: 3 clusters Score -835711.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -835719.125000 Penalty: 4363.958496
	Iteration 20F: 3 clusters Score -835719.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -835730.000000 Penalty: 4363.958496
	Iteration 21Q: 3 clusters Score -835730 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -835742.375000 Penalty: 4363.958496
	Iteration 22Q: 3 clusters Score -835742.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -835752.937500 Penalty: 4363.958496
	Iteration 23Q: 3 clusters Score -835752.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -835762.062500 Penalty: 4363.958496
	Iteration 24Q: 3 clusters Score -835762.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -835774.562500 Penalty: 4363.958496
	Iteration 25Q: 3 clusters Score -835774.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -835781.562500 Penalty: 4363.958496
	Iteration 26Q: 3 clusters Score -835781.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -835790.625000 Penalty: 4363.958496
	Iteration 27Q: 3 clusters Score -835790.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -835798.875000 Penalty: 4363.958496
	Iteration 28Q: 3 clusters Score -835798.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -835805.500000 Penalty: 4363.958496
	Iteration 29Q: 3 clusters Score -835805.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -835816.250000 Penalty: 4363.958496
	Iteration 30Q: 3 clusters Score -835816.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -835824.812500 Penalty: 4363.958496
	Iteration 31Q: 3 clusters Score -835824.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -835834.687500 Penalty: 4363.958496
	Iteration 32Q: 3 clusters Score -835834.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -835842.687500 Penalty: 4363.958496
	Iteration 33Q: 3 clusters Score -835842.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -835850.375000 Penalty: 4363.958496
	Iteration 34Q: 3 clusters Score -835850.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -835857.437500 Penalty: 4363.958496
	Iteration 35Q: 3 clusters Score -835857.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -835860.625000 Penalty: 4363.958496
	Iteration 36Q: 3 clusters Score -835860.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -835864.312500 Penalty: 4363.958496
	Iteration 37Q: 3 clusters Score -835864.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -835870.000000 Penalty: 4363.958496
	Iteration 38Q: 3 clusters Score -835870 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -835876.312500 Penalty: 4363.958496
	Iteration 39Q: 3 clusters Score -835876.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -835880.875000 Penalty: 4363.958496
	Iteration 40F: 3 clusters Score -835880.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -835885.437500 Penalty: 4363.958496
	Iteration 41Q: 3 clusters Score -835885.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -835894.750000 Penalty: 4363.958496
	Iteration 42Q: 3 clusters Score -835894.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -835898.937500 Penalty: 4363.958496
	Iteration 43Q: 3 clusters Score -835898.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -835908.687500 Penalty: 4363.958496
	Iteration 44Q: 3 clusters Score -835908.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -835913.875000 Penalty: 4363.958496
	Iteration 45Q: 3 clusters Score -835913.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -835919.125000 Penalty: 4363.958496
	Iteration 46Q: 3 clusters Score -835919.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -835925.437500 Penalty: 4363.958496
	Iteration 47Q: 3 clusters Score -835925.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -835932.250000 Penalty: 4363.958496
	Iteration 48Q: 3 clusters Score -835932.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -835936.000000 Penalty: 4363.958496
	Iteration 49Q: 3 clusters Score -835936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -835938.500000 Penalty: 4363.958496
	Iteration 50Q: 3 clusters Score -835938.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -835939.750000 Penalty: 4363.958496
	Iteration 51Q: 3 clusters Score -835939.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -835946.687500 Penalty: 4363.958496
	Iteration 52Q: 3 clusters Score -835946.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -835950.375000 Penalty: 4363.958496
	Iteration 53Q: 3 clusters Score -835950.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -835957.125000 Penalty: 4363.958496
	Iteration 54Q: 3 clusters Score -835957.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -835963.750000 Penalty: 4363.958496
	Iteration 55Q: 3 clusters Score -835963.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -835968.500000 Penalty: 4363.958496
	Iteration 56Q: 3 clusters Score -835968.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -835974.312500 Penalty: 4363.958496
	Iteration 57Q: 3 clusters Score -835974.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -835985.312500 Penalty: 4363.958496
	Iteration 58Q: 3 clusters Score -835985.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -835996.562500 Penalty: 4363.958496
	Iteration 59Q: 3 clusters Score -835996.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -836009.625000 Penalty: 4363.958496
	Iteration 60F: 3 clusters Score -836009.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -836021.437500 Penalty: 4363.958496
	Iteration 61Q: 3 clusters Score -836021.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -836031.000000 Penalty: 4363.958496
	Iteration 62Q: 3 clusters Score -836031 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -836046.062500 Penalty: 4363.958496
	Iteration 63Q: 3 clusters Score -836046.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -836064.250000 Penalty: 4363.958496
	Iteration 64Q: 3 clusters Score -836064.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -836092.000000 Penalty: 4363.958496
	Iteration 65Q: 3 clusters Score -836092 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -836124.875000 Penalty: 4363.958496
	Iteration 66Q: 3 clusters Score -836124.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -836162.687500 Penalty: 4363.958496
	Iteration 67Q: 3 clusters Score -836162.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -836202.500000 Penalty: 4363.958496
	Iteration 68Q: 3 clusters Score -836202.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -836245.562500 Penalty: 4363.958496
	Iteration 69Q: 3 clusters Score -836245.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -836290.562500 Penalty: 4363.958496
	Iteration 70Q: 3 clusters Score -836290.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -836349.062500 Penalty: 4363.958496
	Iteration 71Q: 3 clusters Score -836349.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -836409.437500 Penalty: 4363.958496
	Iteration 72Q: 3 clusters Score -836409.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -836476.812500 Penalty: 4363.958496
	Iteration 73Q: 3 clusters Score -836476.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -836560.500000 Penalty: 4363.958496
	Iteration 74Q: 3 clusters Score -836560.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -836635.062500 Penalty: 4363.958496
	Iteration 75Q: 3 clusters Score -836635.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -836713.687500 Penalty: 4363.958496
	Iteration 76Q: 3 clusters Score -836713.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -836795.812500 Penalty: 4363.958496
	Iteration 77Q: 3 clusters Score -836795.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -836871.062500 Penalty: 4363.958496
	Iteration 78Q: 3 clusters Score -836871.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -836951.375000 Penalty: 4363.958496
	Iteration 79Q: 3 clusters Score -836951.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -837007.250000 Penalty: 4363.958496
	Iteration 80F: 3 clusters Score -837007.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -837053.437500 Penalty: 4363.958496
	Iteration 81Q: 3 clusters Score -837053.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -837089.000000 Penalty: 4363.958496
	Iteration 82Q: 3 clusters Score -837089 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -837131.187500 Penalty: 4363.958496
	Iteration 83Q: 3 clusters Score -837131.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -837171.562500 Penalty: 4363.958496
	Iteration 84Q: 3 clusters Score -837171.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -837195.125000 Penalty: 4363.958496
	Iteration 85Q: 3 clusters Score -837195.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -837213.375000 Penalty: 4363.958496
	Iteration 86Q: 3 clusters Score -837213.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -837225.375000 Penalty: 4363.958496
	Iteration 87Q: 3 clusters Score -837225.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -837230.875000 Penalty: 4363.958496
	Iteration 88Q: 3 clusters Score -837230.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -837241.312500 Penalty: 4363.958496
	Iteration 89Q: 3 clusters Score -837241.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -837245.687500 Penalty: 4363.958496
	Iteration 90Q: 3 clusters Score -837245.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -837249.437500 Penalty: 4363.958496
	Iteration 91Q: 3 clusters Score -837249.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -837253.062500 Penalty: 4363.958496
	Iteration 92Q: 3 clusters Score -837253.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -837256.187500 Penalty: 4363.958496
	Iteration 93Q: 3 clusters Score -837256.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -837259.187500 Penalty: 4363.958496
	Iteration 94Q: 3 clusters Score -837259.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -837261.875000 Penalty: 4363.958496
	Iteration 95Q: 3 clusters Score -837261.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -837264.875000 Penalty: 4363.958496
	Iteration 96Q: 3 clusters Score -837264.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -837266.437500 Penalty: 4363.958496
	Iteration 97Q: 3 clusters Score -837266.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -837268.750000 Penalty: 4363.958496
	Iteration 98Q: 3 clusters Score -837268.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -837270.812500 Penalty: 4363.958496
	Iteration 99Q: 3 clusters Score -837270.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -837273.312500 Penalty: 4363.958496
	Iteration 100F: 3 clusters Score -837273.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Entering Unmasked Estep 
Score: -163896.328125 Penalty: 1798.509277
	Iteration 0F: 2 clusters Score -163896.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -161714.000000 Penalty: 3597.018555
	Iteration 0F: 3 clusters Score -161714 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -162140.234375 Penalty: 3597.018555
	Iteration 1F: 3 clusters Score -162140.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -162299.125000 Penalty: 3597.018555
	Iteration 2F: 3 clusters Score -162299.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -162384.125000 Penalty: 3597.018555
	Iteration 3Q: 3 clusters Score -162384.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -162454.328125 Penalty: 3597.018555
	Iteration 4Q: 3 clusters Score -162454.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -162519.656250 Penalty: 3597.018555
	Iteration 5Q: 3 clusters Score -162519.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -162607.968750 Penalty: 3597.018555
	Iteration 6Q: 3 clusters Score -162608 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -162783.250000 Penalty: 3597.018555
	Iteration 7Q: 3 clusters Score -162783.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -163009.906250 Penalty: 3597.018555
	Iteration 8Q: 3 clusters Score -163009.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -163270.968750 Penalty: 3597.018555
	Iteration 9Q: 3 clusters Score -163271 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -163552.562500 Penalty: 3597.018555
	Iteration 10F: 3 clusters Score -163552.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -163761.953125 Penalty: 3597.018555
	Iteration 11F: 3 clusters Score -163762 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -163964.484375 Penalty: 3597.018555
	Iteration 12F: 3 clusters Score -163964.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -164066.671875 Penalty: 3597.018555
	Iteration 13Q: 3 clusters Score -164066.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -164161.062500 Penalty: 3597.018555
	Iteration 14Q: 3 clusters Score -164161.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -164233.421875 Penalty: 3597.018555
	Iteration 15Q: 3 clusters Score -164233.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -164254.281250 Penalty: 3597.018555
	Iteration 16Q: 3 clusters Score -164254.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -164264.203125 Penalty: 3597.018555
	Iteration 17Q: 3 clusters Score -164264.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -164265.203125 Penalty: 3597.018555
	Iteration 18Q: 3 clusters Score -164265.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -164265.203125 Penalty: 3597.018555
	Iteration 19F: 3 clusters Score -164265.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26309 members 
Mstep: Class 3 contains 45239 members 
Mstep: Class 4 contains 218251 members 
Mstep: Class 5 contains 13612 members 
Mstep: Class 6 contains 6623 members 
Mstep: Class 7 contains 979 members 
Mstep: Class 8 contains 60697 members 
Mstep: Class 9 contains 42575 members 
Mstep: Class 10 contains 22075 members 
Mstep: Class 11 contains 6068 members 
Mstep: Class 12 contains 17795 members 
Mstep: Class 13 contains 33131 members 
Mstep: Class 14 contains 2237 members 
Mstep: Class 15 contains 4210 members 
Mstep: Class 16 contains 1995 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189423 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19766 members 
Mstep: Class 21 contains 61606 members 
Mstep: Class 22 contains 432 members 
Mstep: Class 23 contains 74607 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
Score: -104759160.000000 Penalty: 81314.312500
Splitting cluster 7 changes total score from -104760408.000000 to -104759160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (60697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60697 members 
Entering Unmasked Estep 
Score: -7666727.500000 Penalty: 2731.385254
	Iteration 0F: 2 clusters Score -7666728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -7626053.000000 Penalty: 5462.770508
	Iteration 0F: 3 clusters Score -7626053 nChanged 28194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
Score: -7641776.000000 Penalty: 5462.770508
	Iteration 1F: 3 clusters Score -7641776 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31478 members 
Mstep: Class 2 contains 29219 members 
Entering Unmasked Estep 
Score: -7642374.500000 Penalty: 5462.770508
	Iteration 2Q: 3 clusters Score -7642374 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32134 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -7642962.500000 Penalty: 5462.770508
	Iteration 3Q: 3 clusters Score -7642962 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33041 members 
Mstep: Class 2 contains 27656 members 
Entering Unmasked Estep 
Score: -7643676.500000 Penalty: 5462.770508
	Iteration 4Q: 3 clusters Score -7643676 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34349 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -7644498.000000 Penalty: 5462.770508
	Iteration 5Q: 3 clusters Score -7644498 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36163 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -7645661.500000 Penalty: 5462.770508
	Iteration 6Q: 3 clusters Score -7645662 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38653 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -7647193.000000 Penalty: 5462.770508
	Iteration 7F: 3 clusters Score -7647193 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41821 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -7649373.000000 Penalty: 5462.770508
	Iteration 8F: 3 clusters Score -7649373 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45494 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -7652136.000000 Penalty: 5462.770508
	Iteration 9F: 3 clusters Score -7652136 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49256 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -7655215.500000 Penalty: 5462.770508
	Iteration 10F: 3 clusters Score -7655216 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52612 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -7658066.500000 Penalty: 5462.770508
	Iteration 11F: 3 clusters Score -7658066 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55115 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -7660134.500000 Penalty: 5462.770508
	Iteration 12Q: 3 clusters Score -7660134 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56973 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -7661697.500000 Penalty: 5462.770508
	Iteration 13Q: 3 clusters Score -7661698 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58219 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -7662776.000000 Penalty: 5462.770508
	Iteration 14Q: 3 clusters Score -7662776 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58994 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -7663480.500000 Penalty: 5462.770508
	Iteration 15Q: 3 clusters Score -7663480 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59421 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -7663892.000000 Penalty: 5462.770508
	Iteration 16Q: 3 clusters Score -7663892 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59663 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -7664148.000000 Penalty: 5462.770508
	Iteration 17Q: 3 clusters Score -7664148 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59803 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -7664300.500000 Penalty: 5462.770508
	Iteration 18Q: 3 clusters Score -7664300 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59884 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -7664396.500000 Penalty: 5462.770508
	Iteration 19Q: 3 clusters Score -7664396 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59949 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -7664464.500000 Penalty: 5462.770508
	Iteration 20F: 3 clusters Score -7664464 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59986 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -7664487.000000 Penalty: 5462.770508
	Iteration 21Q: 3 clusters Score -7664487 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60014 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -7664501.500000 Penalty: 5462.770508
	Iteration 22Q: 3 clusters Score -7664502 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60032 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -7664537.500000 Penalty: 5462.770508
	Iteration 23Q: 3 clusters Score -7664538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60042 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -7664534.500000 Penalty: 5462.770508
	Iteration 24Q: 3 clusters Score -7664534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60050 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -7664539.500000 Penalty: 5462.770508
	Iteration 25Q: 3 clusters Score -7664540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60056 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -7664544.500000 Penalty: 5462.770508
	Iteration 26Q: 3 clusters Score -7664544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60062 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -7664548.000000 Penalty: 5462.770508
	Iteration 27Q: 3 clusters Score -7664548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60068 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -7664555.500000 Penalty: 5462.770508
	Iteration 28Q: 3 clusters Score -7664556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60075 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -7664562.500000 Penalty: 5462.770508
	Iteration 29Q: 3 clusters Score -7664562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60078 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -7664564.500000 Penalty: 5462.770508
	Iteration 30Q: 3 clusters Score -7664564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60085 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -7664573.500000 Penalty: 5462.770508
	Iteration 31Q: 3 clusters Score -7664574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60092 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -7664569.500000 Penalty: 5462.770508
	Iteration 32Q: 3 clusters Score -7664570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60093 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -7664578.000000 Penalty: 5462.770508
	Iteration 33Q: 3 clusters Score -7664578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60095 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -7664576.500000 Penalty: 5462.770508
	Iteration 34Q: 3 clusters Score -7664576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60098 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -7664577.500000 Penalty: 5462.770508
	Iteration 35Q: 3 clusters Score -7664578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60100 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -7664576.000000 Penalty: 5462.770508
	Iteration 36Q: 3 clusters Score -7664576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60101 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -7664573.500000 Penalty: 5462.770508
	Iteration 37Q: 3 clusters Score -7664574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60102 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -7664569.500000 Penalty: 5462.770508
	Iteration 38Q: 3 clusters Score -7664570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60102 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -7664569.500000 Penalty: 5462.770508
	Iteration 39F: 3 clusters Score -7664570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42575 members 
Entering Unmasked Estep 
Score: -5374069.000000 Penalty: 2643.437500
	Iteration 0F: 2 clusters Score -5374069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 21166 members 
Entering Unmasked Estep 
Score: -5345432.500000 Penalty: 5286.875000
	Iteration 0F: 3 clusters Score -5345432 nChanged 19371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -5356077.000000 Penalty: 5286.875000
	Iteration 1F: 3 clusters Score -5356077 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -5356561.500000 Penalty: 5286.875000
	Iteration 2Q: 3 clusters Score -5356562 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22677 members 
Mstep: Class 2 contains 19898 members 
Entering Unmasked Estep 
Score: -5356917.500000 Penalty: 5286.875000
	Iteration 3Q: 3 clusters Score -5356918 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 19202 members 
Entering Unmasked Estep 
Score: -5357295.500000 Penalty: 5286.875000
	Iteration 4Q: 3 clusters Score -5357296 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -5357752.000000 Penalty: 5286.875000
	Iteration 5Q: 3 clusters Score -5357752 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -5358384.500000 Penalty: 5286.875000
	Iteration 6Q: 3 clusters Score -5358384 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -5359383.500000 Penalty: 5286.875000
	Iteration 7Q: 3 clusters Score -5359384 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -5360956.000000 Penalty: 5286.875000
	Iteration 8F: 3 clusters Score -5360956 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33045 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -5363161.000000 Penalty: 5286.875000
	Iteration 9F: 3 clusters Score -5363161 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36203 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -5365833.000000 Penalty: 5286.875000
	Iteration 10F: 3 clusters Score -5365833 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38993 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -5368439.000000 Penalty: 5286.875000
	Iteration 11F: 3 clusters Score -5368439 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40832 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -5370230.000000 Penalty: 5286.875000
	Iteration 12Q: 3 clusters Score -5370230 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41710 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -5371065.500000 Penalty: 5286.875000
	Iteration 13Q: 3 clusters Score -5371066 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42056 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5371384.000000 Penalty: 5286.875000
	Iteration 14Q: 3 clusters Score -5371384 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42184 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -5371525.500000 Penalty: 5286.875000
	Iteration 15Q: 3 clusters Score -5371526 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42243 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -5371609.500000 Penalty: 5286.875000
	Iteration 16Q: 3 clusters Score -5371610 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42277 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -5371679.000000 Penalty: 5286.875000
	Iteration 17Q: 3 clusters Score -5371679 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42289 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5371702.500000 Penalty: 5286.875000
	Iteration 18Q: 3 clusters Score -5371702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42298 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5371732.000000 Penalty: 5286.875000
	Iteration 19Q: 3 clusters Score -5371732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42305 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5371756.500000 Penalty: 5286.875000
	Iteration 20F: 3 clusters Score -5371756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42311 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5371771.500000 Penalty: 5286.875000
	Iteration 21Q: 3 clusters Score -5371772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42314 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5371774.500000 Penalty: 5286.875000
	Iteration 22Q: 3 clusters Score -5371774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42317 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5371776.000000 Penalty: 5286.875000
	Iteration 23Q: 3 clusters Score -5371776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42322 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5371789.500000 Penalty: 5286.875000
	Iteration 24Q: 3 clusters Score -5371790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42324 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5371796.000000 Penalty: 5286.875000
	Iteration 25Q: 3 clusters Score -5371796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42327 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -5371807.000000 Penalty: 5286.875000
	Iteration 26Q: 3 clusters Score -5371807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42329 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -5371814.500000 Penalty: 5286.875000
	Iteration 27Q: 3 clusters Score -5371814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42331 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -5371820.000000 Penalty: 5286.875000
	Iteration 28Q: 3 clusters Score -5371820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42332 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -5371819.000000 Penalty: 5286.875000
	Iteration 29Q: 3 clusters Score -5371819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42331 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -5371816.500000 Penalty: 5286.875000
	Iteration 30Q: 3 clusters Score -5371816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42332 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -5371821.500000 Penalty: 5286.875000
	Iteration 31Q: 3 clusters Score -5371822 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42332 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -5371821.500000 Penalty: 5286.875000
	Iteration 32F: 3 clusters Score -5371822 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Entering Unmasked Estep 
Score: -2658778.000000 Penalty: 2480.545898
	Iteration 0F: 2 clusters Score -2658778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -2643503.250000 Penalty: 4961.091797
	Iteration 0F: 3 clusters Score -2643503 nChanged 9804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -2648738.250000 Penalty: 4961.091797
	Iteration 1F: 3 clusters Score -2648738 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -2649159.000000 Penalty: 4961.091797
	Iteration 2F: 3 clusters Score -2649159 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2649482.500000 Penalty: 4961.091797
	Iteration 3Q: 3 clusters Score -2649482 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -2649779.500000 Penalty: 4961.091797
	Iteration 4Q: 3 clusters Score -2649780 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -2650098.500000 Penalty: 4961.091797
	Iteration 5Q: 3 clusters Score -2650098 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -2650425.500000 Penalty: 4961.091797
	Iteration 6Q: 3 clusters Score -2650426 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -2650764.250000 Penalty: 4961.091797
	Iteration 7Q: 3 clusters Score -2650764 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -2651153.750000 Penalty: 4961.091797
	Iteration 8Q: 3 clusters Score -2651154 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -2651684.250000 Penalty: 4961.091797
	Iteration 9Q: 3 clusters Score -2651684 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15624 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -2652326.000000 Penalty: 4961.091797
	Iteration 10Q: 3 clusters Score -2652326 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -2653016.500000 Penalty: 4961.091797
	Iteration 11Q: 3 clusters Score -2653016 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -2653786.500000 Penalty: 4961.091797
	Iteration 12Q: 3 clusters Score -2653786 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -2654483.000000 Penalty: 4961.091797
	Iteration 13Q: 3 clusters Score -2654483 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -2655084.250000 Penalty: 4961.091797
	Iteration 14Q: 3 clusters Score -2655084 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2655571.250000 Penalty: 4961.091797
	Iteration 15Q: 3 clusters Score -2655571 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -2655872.250000 Penalty: 4961.091797
	Iteration 16Q: 3 clusters Score -2655872 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -2656116.000000 Penalty: 4961.091797
	Iteration 17Q: 3 clusters Score -2656116 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2656323.500000 Penalty: 4961.091797
	Iteration 18Q: 3 clusters Score -2656324 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2656479.500000 Penalty: 4961.091797
	Iteration 19Q: 3 clusters Score -2656480 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2656559.500000 Penalty: 4961.091797
	Iteration 20F: 3 clusters Score -2656560 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2656622.750000 Penalty: 4961.091797
	Iteration 21Q: 3 clusters Score -2656623 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2656668.000000 Penalty: 4961.091797
	Iteration 22Q: 3 clusters Score -2656668 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21453 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2656696.500000 Penalty: 4961.091797
	Iteration 23Q: 3 clusters Score -2656696 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2656710.500000 Penalty: 4961.091797
	Iteration 24Q: 3 clusters Score -2656710 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2656726.750000 Penalty: 4961.091797
	Iteration 25Q: 3 clusters Score -2656727 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2656735.500000 Penalty: 4961.091797
	Iteration 26Q: 3 clusters Score -2656736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2656739.500000 Penalty: 4961.091797
	Iteration 27Q: 3 clusters Score -2656740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2656743.000000 Penalty: 4961.091797
	Iteration 28Q: 3 clusters Score -2656743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2656751.750000 Penalty: 4961.091797
	Iteration 29Q: 3 clusters Score -2656752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2656750.750000 Penalty: 4961.091797
	Iteration 30Q: 3 clusters Score -2656751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2656758.500000 Penalty: 4961.091797
	Iteration 31Q: 3 clusters Score -2656758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2656757.250000 Penalty: 4961.091797
	Iteration 32Q: 3 clusters Score -2656757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21564 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2656763.500000 Penalty: 4961.091797
	Iteration 33Q: 3 clusters Score -2656764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2656769.250000 Penalty: 4961.091797
	Iteration 34Q: 3 clusters Score -2656769 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21576 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2656770.250000 Penalty: 4961.091797
	Iteration 35Q: 3 clusters Score -2656770 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -2656770.500000 Penalty: 4961.091797
	Iteration 36Q: 3 clusters Score -2656770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2656774.500000 Penalty: 4961.091797
	Iteration 37Q: 3 clusters Score -2656774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21584 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2656771.500000 Penalty: 4961.091797
	Iteration 38Q: 3 clusters Score -2656772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2656771.750000 Penalty: 4961.091797
	Iteration 39Q: 3 clusters Score -2656772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -2656773.250000 Penalty: 4961.091797
	Iteration 40F: 3 clusters Score -2656773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2656775.500000 Penalty: 4961.091797
	Iteration 41Q: 3 clusters Score -2656776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2656775.500000 Penalty: 4961.091797
	Iteration 42F: 3 clusters Score -2656776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Entering Unmasked Estep 
Score: -715899.500000 Penalty: 2160.274414
	Iteration 0F: 2 clusters Score -715899.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -710749.750000 Penalty: 4320.548828
	Iteration 0F: 3 clusters Score -710749.8 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -712054.062500 Penalty: 4320.548828
	Iteration 1F: 3 clusters Score -712054.1 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -712278.250000 Penalty: 4320.548828
	Iteration 2F: 3 clusters Score -712278.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -712442.312500 Penalty: 4320.548828
	Iteration 3Q: 3 clusters Score -712442.3 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -712587.250000 Penalty: 4320.548828
	Iteration 4Q: 3 clusters Score -712587.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -712774.750000 Penalty: 4320.548828
	Iteration 5Q: 3 clusters Score -712774.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -712955.625000 Penalty: 4320.548828
	Iteration 6Q: 3 clusters Score -712955.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -713155.625000 Penalty: 4320.548828
	Iteration 7Q: 3 clusters Score -713155.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -713368.125000 Penalty: 4320.548828
	Iteration 8Q: 3 clusters Score -713368.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -713570.062500 Penalty: 4320.548828
	Iteration 9Q: 3 clusters Score -713570.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -713771.000000 Penalty: 4320.548828
	Iteration 10Q: 3 clusters Score -713771 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -713936.187500 Penalty: 4320.548828
	Iteration 11Q: 3 clusters Score -713936.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -714064.375000 Penalty: 4320.548828
	Iteration 12Q: 3 clusters Score -714064.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -714177.937500 Penalty: 4320.548828
	Iteration 13Q: 3 clusters Score -714177.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -714257.062500 Penalty: 4320.548828
	Iteration 14Q: 3 clusters Score -714257.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -714314.187500 Penalty: 4320.548828
	Iteration 15Q: 3 clusters Score -714314.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -714359.812500 Penalty: 4320.548828
	Iteration 16Q: 3 clusters Score -714359.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -714384.250000 Penalty: 4320.548828
	Iteration 17Q: 3 clusters Score -714384.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -714398.937500 Penalty: 4320.548828
	Iteration 18Q: 3 clusters Score -714398.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -714409.687500 Penalty: 4320.548828
	Iteration 19Q: 3 clusters Score -714409.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -714422.562500 Penalty: 4320.548828
	Iteration 20F: 3 clusters Score -714422.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -714437.250000 Penalty: 4320.548828
	Iteration 21Q: 3 clusters Score -714437.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -714448.187500 Penalty: 4320.548828
	Iteration 22Q: 3 clusters Score -714448.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -714454.375000 Penalty: 4320.548828
	Iteration 23Q: 3 clusters Score -714454.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -714461.250000 Penalty: 4320.548828
	Iteration 24Q: 3 clusters Score -714461.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -714470.000000 Penalty: 4320.548828
	Iteration 25Q: 3 clusters Score -714470 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -714477.937500 Penalty: 4320.548828
	Iteration 26Q: 3 clusters Score -714477.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -714486.187500 Penalty: 4320.548828
	Iteration 27Q: 3 clusters Score -714486.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -714491.187500 Penalty: 4320.548828
	Iteration 28Q: 3 clusters Score -714491.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -714498.312500 Penalty: 4320.548828
	Iteration 29Q: 3 clusters Score -714498.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -714501.437500 Penalty: 4320.548828
	Iteration 30Q: 3 clusters Score -714501.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -714503.312500 Penalty: 4320.548828
	Iteration 31Q: 3 clusters Score -714503.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -714510.125000 Penalty: 4320.548828
	Iteration 32Q: 3 clusters Score -714510.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -714512.562500 Penalty: 4320.548828
	Iteration 33Q: 3 clusters Score -714512.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -714517.750000 Penalty: 4320.548828
	Iteration 34Q: 3 clusters Score -714517.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -714523.500000 Penalty: 4320.548828
	Iteration 35Q: 3 clusters Score -714523.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -714526.750000 Penalty: 4320.548828
	Iteration 36Q: 3 clusters Score -714526.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -714530.937500 Penalty: 4320.548828
	Iteration 37Q: 3 clusters Score -714530.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -714532.000000 Penalty: 4320.548828
	Iteration 38Q: 3 clusters Score -714532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -714535.437500 Penalty: 4320.548828
	Iteration 39Q: 3 clusters Score -714535.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -714536.625000 Penalty: 4320.548828
	Iteration 40F: 3 clusters Score -714536.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -714537.562500 Penalty: 4320.548828
	Iteration 41Q: 3 clusters Score -714537.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -714540.250000 Penalty: 4320.548828
	Iteration 42Q: 3 clusters Score -714540.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -714541.687500 Penalty: 4320.548828
	Iteration 43Q: 3 clusters Score -714541.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -714540.375000 Penalty: 4320.548828
	Iteration 44Q: 3 clusters Score -714540.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -714540.375000 Penalty: 4320.548828
	Iteration 45F: 3 clusters Score -714540.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Entering Unmasked Estep 
Score: -2252840.250000 Penalty: 2427.094727
	Iteration 0F: 2 clusters Score -2252840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -2240102.250000 Penalty: 4854.189453
	Iteration 0F: 3 clusters Score -2240102 nChanged 7854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -2244280.000000 Penalty: 4854.189453
	Iteration 1F: 3 clusters Score -2244280 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -2244699.250000 Penalty: 4854.189453
	Iteration 2F: 3 clusters Score -2244699 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -2245075.000000 Penalty: 4854.189453
	Iteration 3Q: 3 clusters Score -2245075 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -2245423.000000 Penalty: 4854.189453
	Iteration 4Q: 3 clusters Score -2245423 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -2245812.000000 Penalty: 4854.189453
	Iteration 5Q: 3 clusters Score -2245812 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -2246326.250000 Penalty: 4854.189453
	Iteration 6Q: 3 clusters Score -2246326 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -2246995.000000 Penalty: 4854.189453
	Iteration 7F: 3 clusters Score -2246995 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -2247759.250000 Penalty: 4854.189453
	Iteration 8F: 3 clusters Score -2247759 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -2248571.750000 Penalty: 4854.189453
	Iteration 9F: 3 clusters Score -2248572 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -2249313.000000 Penalty: 4854.189453
	Iteration 10Q: 3 clusters Score -2249313 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -2249906.000000 Penalty: 4854.189453
	Iteration 11Q: 3 clusters Score -2249906 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -2250245.250000 Penalty: 4854.189453
	Iteration 12Q: 3 clusters Score -2250245 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -2250415.000000 Penalty: 4854.189453
	Iteration 13Q: 3 clusters Score -2250415 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -2250511.000000 Penalty: 4854.189453
	Iteration 14Q: 3 clusters Score -2250511 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -2250578.250000 Penalty: 4854.189453
	Iteration 15Q: 3 clusters Score -2250578 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -2250634.750000 Penalty: 4854.189453
	Iteration 16Q: 3 clusters Score -2250635 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -2250661.500000 Penalty: 4854.189453
	Iteration 17Q: 3 clusters Score -2250662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -2250680.500000 Penalty: 4854.189453
	Iteration 18Q: 3 clusters Score -2250680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -2250696.750000 Penalty: 4854.189453
	Iteration 19Q: 3 clusters Score -2250697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -2250709.750000 Penalty: 4854.189453
	Iteration 20F: 3 clusters Score -2250710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -2250720.000000 Penalty: 4854.189453
	Iteration 21Q: 3 clusters Score -2250720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -2250724.250000 Penalty: 4854.189453
	Iteration 22Q: 3 clusters Score -2250724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -2250730.750000 Penalty: 4854.189453
	Iteration 23Q: 3 clusters Score -2250731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 17489 members 
Entering Unmasked Estep 
Score: -2250734.000000 Penalty: 4854.189453
	Iteration 24Q: 3 clusters Score -2250734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -2250740.250000 Penalty: 4854.189453
	Iteration 25Q: 3 clusters Score -2250740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -2250740.250000 Penalty: 4854.189453
	Iteration 26F: 3 clusters Score -2250740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (33131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33131 members 
Entering Unmasked Estep 
Score: -4156599.500000 Penalty: 2581.239746
	Iteration 0F: 2 clusters Score -4156600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -4133958.500000 Penalty: 5162.479492
	Iteration 0F: 3 clusters Score -4133958 nChanged 14981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -4142188.250000 Penalty: 5162.479492
	Iteration 1F: 3 clusters Score -4142188 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -4142676.000000 Penalty: 5162.479492
	Iteration 2Q: 3 clusters Score -4142676 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -4143090.500000 Penalty: 5162.479492
	Iteration 3Q: 3 clusters Score -4143090 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -4143499.250000 Penalty: 5162.479492
	Iteration 4Q: 3 clusters Score -4143499 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 16109 members 
Entering Unmasked Estep 
Score: -4143987.750000 Penalty: 5162.479492
	Iteration 5Q: 3 clusters Score -4143988 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -4144487.000000 Penalty: 5162.479492
	Iteration 6Q: 3 clusters Score -4144487 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -4145134.000000 Penalty: 5162.479492
	Iteration 7Q: 3 clusters Score -4145134 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -4145964.500000 Penalty: 5162.479492
	Iteration 8Q: 3 clusters Score -4145964 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -4147057.750000 Penalty: 5162.479492
	Iteration 9F: 3 clusters Score -4147058 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16262 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -4148339.000000 Penalty: 5162.479492
	Iteration 10F: 3 clusters Score -4148339 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -4149441.500000 Penalty: 5162.479492
	Iteration 11F: 3 clusters Score -4149442 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -4150066.250000 Penalty: 5162.479492
	Iteration 12Q: 3 clusters Score -4150066 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -4150328.000000 Penalty: 5162.479492
	Iteration 13Q: 3 clusters Score -4150328 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -4150503.750000 Penalty: 5162.479492
	Iteration 14Q: 3 clusters Score -4150504 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -4150637.500000 Penalty: 5162.479492
	Iteration 15Q: 3 clusters Score -4150638 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -4150762.500000 Penalty: 5162.479492
	Iteration 16Q: 3 clusters Score -4150762 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -4150860.500000 Penalty: 5162.479492
	Iteration 17Q: 3 clusters Score -4150860 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -4150987.250000 Penalty: 5162.479492
	Iteration 18Q: 3 clusters Score -4150987 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -4151088.750000 Penalty: 5162.479492
	Iteration 19Q: 3 clusters Score -4151089 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -4151189.000000 Penalty: 5162.479492
	Iteration 20F: 3 clusters Score -4151189 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -4151301.750000 Penalty: 5162.479492
	Iteration 21Q: 3 clusters Score -4151302 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -4151476.500000 Penalty: 5162.479492
	Iteration 22Q: 3 clusters Score -4151476 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -4151650.000000 Penalty: 5162.479492
	Iteration 23Q: 3 clusters Score -4151650 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -4151831.750000 Penalty: 5162.479492
	Iteration 24Q: 3 clusters Score -4151832 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -4152000.500000 Penalty: 5162.479492
	Iteration 25Q: 3 clusters Score -4152000 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -4152158.000000 Penalty: 5162.479492
	Iteration 26Q: 3 clusters Score -4152158 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -4152300.000000 Penalty: 5162.479492
	Iteration 27Q: 3 clusters Score -4152300 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -4152432.000000 Penalty: 5162.479492
	Iteration 28Q: 3 clusters Score -4152432 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -4152523.750000 Penalty: 5162.479492
	Iteration 29Q: 3 clusters Score -4152524 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -4152622.500000 Penalty: 5162.479492
	Iteration 30Q: 3 clusters Score -4152622 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -4152673.750000 Penalty: 5162.479492
	Iteration 31Q: 3 clusters Score -4152674 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -4152743.250000 Penalty: 5162.479492
	Iteration 32Q: 3 clusters Score -4152743 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -4152801.250000 Penalty: 5162.479492
	Iteration 33Q: 3 clusters Score -4152801 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -4152841.500000 Penalty: 5162.479492
	Iteration 34Q: 3 clusters Score -4152842 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -4152902.250000 Penalty: 5162.479492
	Iteration 35Q: 3 clusters Score -4152902 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -4152960.000000 Penalty: 5162.479492
	Iteration 36Q: 3 clusters Score -4152960 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -4152994.000000 Penalty: 5162.479492
	Iteration 37Q: 3 clusters Score -4152994 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -4153037.500000 Penalty: 5162.479492
	Iteration 38Q: 3 clusters Score -4153038 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 25374 members 
Entering Unmasked Estep 
Score: -4153080.000000 Penalty: 5162.479492
	Iteration 39Q: 3 clusters Score -4153080 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 25577 members 
Entering Unmasked Estep 
Score: -4153099.250000 Penalty: 5162.479492
	Iteration 40F: 3 clusters Score -4153099 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 25770 members 
Entering Unmasked Estep 
Score: -4153134.500000 Penalty: 5162.479492
	Iteration 41Q: 3 clusters Score -4153134 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -4153173.750000 Penalty: 5162.479492
	Iteration 42Q: 3 clusters Score -4153174 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -4153220.500000 Penalty: 5162.479492
	Iteration 43Q: 3 clusters Score -4153220 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 26348 members 
Entering Unmasked Estep 
Score: -4153261.750000 Penalty: 5162.479492
	Iteration 44Q: 3 clusters Score -4153262 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -4153303.750000 Penalty: 5162.479492
	Iteration 45Q: 3 clusters Score -4153304 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -4153343.250000 Penalty: 5162.479492
	Iteration 46Q: 3 clusters Score -4153343 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -4153368.750000 Penalty: 5162.479492
	Iteration 47Q: 3 clusters Score -4153369 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 27042 members 
Entering Unmasked Estep 
Score: -4153401.250000 Penalty: 5162.479492
	Iteration 48Q: 3 clusters Score -4153401 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -4153427.250000 Penalty: 5162.479492
	Iteration 49Q: 3 clusters Score -4153427 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -4153452.750000 Penalty: 5162.479492
	Iteration 50Q: 3 clusters Score -4153453 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 27511 members 
Entering Unmasked Estep 
Score: -4153497.250000 Penalty: 5162.479492
	Iteration 51Q: 3 clusters Score -4153497 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -4153532.250000 Penalty: 5162.479492
	Iteration 52Q: 3 clusters Score -4153532 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -4153561.000000 Penalty: 5162.479492
	Iteration 53Q: 3 clusters Score -4153561 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 28005 members 
Entering Unmasked Estep 
Score: -4153593.500000 Penalty: 5162.479492
	Iteration 54Q: 3 clusters Score -4153594 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -4153637.250000 Penalty: 5162.479492
	Iteration 55Q: 3 clusters Score -4153637 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
Score: -4153693.750000 Penalty: 5162.479492
	Iteration 56Q: 3 clusters Score -4153694 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 28538 members 
Entering Unmasked Estep 
Score: -4153746.500000 Penalty: 5162.479492
	Iteration 57Q: 3 clusters Score -4153746 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -4153804.000000 Penalty: 5162.479492
	Iteration 58Q: 3 clusters Score -4153804 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -4153849.000000 Penalty: 5162.479492
	Iteration 59Q: 3 clusters Score -4153849 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -4153896.000000 Penalty: 5162.479492
	Iteration 60F: 3 clusters Score -4153896 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -4153929.750000 Penalty: 5162.479492
	Iteration 61Q: 3 clusters Score -4153930 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 29354 members 
Entering Unmasked Estep 
Score: -4153959.000000 Penalty: 5162.479492
	Iteration 62Q: 3 clusters Score -4153959 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 29476 members 
Entering Unmasked Estep 
Score: -4153998.250000 Penalty: 5162.479492
	Iteration 63Q: 3 clusters Score -4153998 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -4154025.000000 Penalty: 5162.479492
	Iteration 64Q: 3 clusters Score -4154025 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -4154041.250000 Penalty: 5162.479492
	Iteration 65Q: 3 clusters Score -4154041 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 29821 members 
Entering Unmasked Estep 
Score: -4154063.750000 Penalty: 5162.479492
	Iteration 66Q: 3 clusters Score -4154064 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 29922 members 
Entering Unmasked Estep 
Score: -4154093.750000 Penalty: 5162.479492
	Iteration 67Q: 3 clusters Score -4154094 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -4154111.250000 Penalty: 5162.479492
	Iteration 68Q: 3 clusters Score -4154111 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -4154159.250000 Penalty: 5162.479492
	Iteration 69Q: 3 clusters Score -4154159 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 30233 members 
Entering Unmasked Estep 
Score: -4154182.500000 Penalty: 5162.479492
	Iteration 70Q: 3 clusters Score -4154182 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 30346 members 
Entering Unmasked Estep 
Score: -4154215.750000 Penalty: 5162.479492
	Iteration 71Q: 3 clusters Score -4154216 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -4154243.750000 Penalty: 5162.479492
	Iteration 72Q: 3 clusters Score -4154244 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 30555 members 
Entering Unmasked Estep 
Score: -4154281.750000 Penalty: 5162.479492
	Iteration 73Q: 3 clusters Score -4154282 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 30652 members 
Entering Unmasked Estep 
Score: -4154319.500000 Penalty: 5162.479492
	Iteration 74Q: 3 clusters Score -4154320 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
Score: -4154338.750000 Penalty: 5162.479492
	Iteration 75Q: 3 clusters Score -4154339 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 30859 members 
Entering Unmasked Estep 
Score: -4154361.750000 Penalty: 5162.479492
	Iteration 76Q: 3 clusters Score -4154362 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -4154398.750000 Penalty: 5162.479492
	Iteration 77Q: 3 clusters Score -4154399 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -4154415.750000 Penalty: 5162.479492
	Iteration 78Q: 3 clusters Score -4154416 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -4154437.000000 Penalty: 5162.479492
	Iteration 79Q: 3 clusters Score -4154437 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -4154455.500000 Penalty: 5162.479492
	Iteration 80F: 3 clusters Score -4154456 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 31251 members 
Entering Unmasked Estep 
Score: -4154482.750000 Penalty: 5162.479492
	Iteration 81Q: 3 clusters Score -4154483 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 31325 members 
Entering Unmasked Estep 
Score: -4154514.000000 Penalty: 5162.479492
	Iteration 82Q: 3 clusters Score -4154514 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -4154523.000000 Penalty: 5162.479492
	Iteration 83Q: 3 clusters Score -4154523 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 31455 members 
Entering Unmasked Estep 
Score: -4154546.000000 Penalty: 5162.479492
	Iteration 84Q: 3 clusters Score -4154546 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 31502 members 
Entering Unmasked Estep 
Score: -4154565.500000 Penalty: 5162.479492
	Iteration 85Q: 3 clusters Score -4154566 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 31548 members 
Entering Unmasked Estep 
Score: -4154576.750000 Penalty: 5162.479492
	Iteration 86Q: 3 clusters Score -4154577 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -4154592.000000 Penalty: 5162.479492
	Iteration 87Q: 3 clusters Score -4154592 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 31613 members 
Entering Unmasked Estep 
Score: -4154600.000000 Penalty: 5162.479492
	Iteration 88Q: 3 clusters Score -4154600 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 31642 members 
Entering Unmasked Estep 
Score: -4154611.750000 Penalty: 5162.479492
	Iteration 89Q: 3 clusters Score -4154612 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -4154625.750000 Penalty: 5162.479492
	Iteration 90Q: 3 clusters Score -4154626 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -4154626.250000 Penalty: 5162.479492
	Iteration 91Q: 3 clusters Score -4154626 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 31750 members 
Entering Unmasked Estep 
Score: -4154642.000000 Penalty: 5162.479492
	Iteration 92Q: 3 clusters Score -4154642 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -4154642.250000 Penalty: 5162.479492
	Iteration 93Q: 3 clusters Score -4154642 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 31802 members 
Entering Unmasked Estep 
Score: -4154651.750000 Penalty: 5162.479492
	Iteration 94Q: 3 clusters Score -4154652 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 31833 members 
Entering Unmasked Estep 
Score: -4154669.500000 Penalty: 5162.479492
	Iteration 95Q: 3 clusters Score -4154670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -4154676.250000 Penalty: 5162.479492
	Iteration 96Q: 3 clusters Score -4154676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 31878 members 
Entering Unmasked Estep 
Score: -4154689.750000 Penalty: 5162.479492
	Iteration 97Q: 3 clusters Score -4154690 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 31903 members 
Entering Unmasked Estep 
Score: -4154700.500000 Penalty: 5162.479492
	Iteration 98Q: 3 clusters Score -4154700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 31912 members 
Entering Unmasked Estep 
Score: -4154701.250000 Penalty: 5162.479492
	Iteration 99Q: 3 clusters Score -4154701 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -4154703.000000 Penalty: 5162.479492
	Iteration 100F: 3 clusters Score -4154703 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 31926 members 
Entering Unmasked Estep 
Score: -4154702.500000 Penalty: 5162.479492
	Iteration 101Q: 3 clusters Score -4154702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 31932 members 
Entering Unmasked Estep 
Score: -4154707.250000 Penalty: 5162.479492
	Iteration 102Q: 3 clusters Score -4154707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 31940 members 
Entering Unmasked Estep 
Score: -4154710.000000 Penalty: 5162.479492
	Iteration 103Q: 3 clusters Score -4154710 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -4154711.000000 Penalty: 5162.479492
	Iteration 104Q: 3 clusters Score -4154711 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 31965 members 
Entering Unmasked Estep 
Score: -4154710.500000 Penalty: 5162.479492
	Iteration 105Q: 3 clusters Score -4154710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -4154712.500000 Penalty: 5162.479492
	Iteration 106Q: 3 clusters Score -4154712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
Score: -4154717.500000 Penalty: 5162.479492
	Iteration 107Q: 3 clusters Score -4154718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 32003 members 
Entering Unmasked Estep 
Score: -4154719.750000 Penalty: 5162.479492
	Iteration 108Q: 3 clusters Score -4154720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 32015 members 
Entering Unmasked Estep 
Score: -4154719.250000 Penalty: 5162.479492
	Iteration 109Q: 3 clusters Score -4154719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -4154723.000000 Penalty: 5162.479492
	Iteration 110Q: 3 clusters Score -4154723 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 32034 members 
Entering Unmasked Estep 
Score: -4154725.500000 Penalty: 5162.479492
	Iteration 111Q: 3 clusters Score -4154726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 32041 members 
Entering Unmasked Estep 
Score: -4154728.000000 Penalty: 5162.479492
	Iteration 112Q: 3 clusters Score -4154728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 32046 members 
Entering Unmasked Estep 
Score: -4154726.250000 Penalty: 5162.479492
	Iteration 113Q: 3 clusters Score -4154726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 32052 members 
Entering Unmasked Estep 
Score: -4154723.500000 Penalty: 5162.479492
	Iteration 114Q: 3 clusters Score -4154724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 32060 members 
Entering Unmasked Estep 
Score: -4154726.000000 Penalty: 5162.479492
	Iteration 115Q: 3 clusters Score -4154726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 32067 members 
Entering Unmasked Estep 
Score: -4154729.250000 Penalty: 5162.479492
	Iteration 116Q: 3 clusters Score -4154729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 32073 members 
Entering Unmasked Estep 
Score: -4154727.750000 Penalty: 5162.479492
	Iteration 117Q: 3 clusters Score -4154728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 32078 members 
Entering Unmasked Estep 
Score: -4154732.000000 Penalty: 5162.479492
	Iteration 118Q: 3 clusters Score -4154732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 32083 members 
Entering Unmasked Estep 
Score: -4154732.750000 Penalty: 5162.479492
	Iteration 119Q: 3 clusters Score -4154733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 32086 members 
Entering Unmasked Estep 
Score: -4154732.250000 Penalty: 5162.479492
	Iteration 120F: 3 clusters Score -4154732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -4154730.500000 Penalty: 5162.479492
	Iteration 121Q: 3 clusters Score -4154730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -4154732.250000 Penalty: 5162.479492
	Iteration 122Q: 3 clusters Score -4154732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 32091 members 
Entering Unmasked Estep 
Score: -4154732.250000 Penalty: 5162.479492
	Iteration 123F: 3 clusters Score -4154732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Entering Unmasked Estep 
Score: -268689.906250 Penalty: 1912.796997
	Iteration 0F: 2 clusters Score -268689.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -265932.843750 Penalty: 3825.593994
	Iteration 0F: 3 clusters Score -265932.8 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -266424.375000 Penalty: 3825.593994
	Iteration 1F: 3 clusters Score -266424.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -266561.000000 Penalty: 3825.593994
	Iteration 2F: 3 clusters Score -266561 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -266624.125000 Penalty: 3825.593994
	Iteration 3Q: 3 clusters Score -266624.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -266661.968750 Penalty: 3825.593994
	Iteration 4Q: 3 clusters Score -266662 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -266690.375000 Penalty: 3825.593994
	Iteration 5Q: 3 clusters Score -266690.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -266710.906250 Penalty: 3825.593994
	Iteration 6Q: 3 clusters Score -266710.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -266726.468750 Penalty: 3825.593994
	Iteration 7Q: 3 clusters Score -266726.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -266741.937500 Penalty: 3825.593994
	Iteration 8Q: 3 clusters Score -266741.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -266763.125000 Penalty: 3825.593994
	Iteration 9Q: 3 clusters Score -266763.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -266783.531250 Penalty: 3825.593994
	Iteration 10Q: 3 clusters Score -266783.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -266803.750000 Penalty: 3825.593994
	Iteration 11Q: 3 clusters Score -266803.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -266815.843750 Penalty: 3825.593994
	Iteration 12Q: 3 clusters Score -266815.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -266829.093750 Penalty: 3825.593994
	Iteration 13Q: 3 clusters Score -266829.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -266839.906250 Penalty: 3825.593994
	Iteration 14Q: 3 clusters Score -266839.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -266850.843750 Penalty: 3825.593994
	Iteration 15Q: 3 clusters Score -266850.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -266862.656250 Penalty: 3825.593994
	Iteration 16Q: 3 clusters Score -266862.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -266874.062500 Penalty: 3825.593994
	Iteration 17Q: 3 clusters Score -266874.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -266885.125000 Penalty: 3825.593994
	Iteration 18Q: 3 clusters Score -266885.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -266902.906250 Penalty: 3825.593994
	Iteration 19Q: 3 clusters Score -266902.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -266921.968750 Penalty: 3825.593994
	Iteration 20F: 3 clusters Score -266922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -266937.406250 Penalty: 3825.593994
	Iteration 21Q: 3 clusters Score -266937.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -266946.093750 Penalty: 3825.593994
	Iteration 22Q: 3 clusters Score -266946.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -266949.937500 Penalty: 3825.593994
	Iteration 23Q: 3 clusters Score -266949.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -266952.312500 Penalty: 3825.593994
	Iteration 24Q: 3 clusters Score -266952.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -266953.125000 Penalty: 3825.593994
	Iteration 25Q: 3 clusters Score -266953.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -266954.687500 Penalty: 3825.593994
	Iteration 26Q: 3 clusters Score -266954.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -266957.468750 Penalty: 3825.593994
	Iteration 27Q: 3 clusters Score -266957.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -266959.593750 Penalty: 3825.593994
	Iteration 28Q: 3 clusters Score -266959.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -266960.250000 Penalty: 3825.593994
	Iteration 29Q: 3 clusters Score -266960.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -266963.562500 Penalty: 3825.593994
	Iteration 30Q: 3 clusters Score -266963.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -266967.593750 Penalty: 3825.593994
	Iteration 31Q: 3 clusters Score -266967.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -266970.812500 Penalty: 3825.593994
	Iteration 32Q: 3 clusters Score -266970.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -266973.656250 Penalty: 3825.593994
	Iteration 33Q: 3 clusters Score -266973.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -266976.062500 Penalty: 3825.593994
	Iteration 34Q: 3 clusters Score -266976.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -266984.062500 Penalty: 3825.593994
	Iteration 35Q: 3 clusters Score -266984.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -266987.937500 Penalty: 3825.593994
	Iteration 36Q: 3 clusters Score -266987.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -266989.750000 Penalty: 3825.593994
	Iteration 37Q: 3 clusters Score -266989.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -266991.437500 Penalty: 3825.593994
	Iteration 38Q: 3 clusters Score -266991.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -266992.500000 Penalty: 3825.593994
	Iteration 39Q: 3 clusters Score -266992.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -266994.031250 Penalty: 3825.593994
	Iteration 40F: 3 clusters Score -266994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -266995.062500 Penalty: 3825.593994
	Iteration 41Q: 3 clusters Score -266995.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -266995.343750 Penalty: 3825.593994
	Iteration 42Q: 3 clusters Score -266995.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -266995.343750 Penalty: 3825.593994
	Iteration 43F: 3 clusters Score -266995.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (4210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Entering Unmasked Estep 
Score: -492947.968750 Penalty: 2069.614014
	Iteration 0F: 2 clusters Score -492948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -488938.125000 Penalty: 4139.228027
	Iteration 0F: 3 clusters Score -488938.1 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -490017.718750 Penalty: 4139.228027
	Iteration 1F: 3 clusters Score -490017.7 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -490413.281250 Penalty: 4139.228027
	Iteration 2F: 3 clusters Score -490413.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -490736.218750 Penalty: 4139.228027
	Iteration 3F: 3 clusters Score -490736.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -491003.781250 Penalty: 4139.228027
	Iteration 4F: 3 clusters Score -491003.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -491261.125000 Penalty: 4139.228027
	Iteration 5F: 3 clusters Score -491261.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -491566.781250 Penalty: 4139.228027
	Iteration 6F: 3 clusters Score -491566.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -491888.031250 Penalty: 4139.228027
	Iteration 7F: 3 clusters Score -491888 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -492184.500000 Penalty: 4139.228027
	Iteration 8F: 3 clusters Score -492184.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -492396.843750 Penalty: 4139.228027
	Iteration 9Q: 3 clusters Score -492396.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -492490.343750 Penalty: 4139.228027
	Iteration 10Q: 3 clusters Score -492490.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -492523.281250 Penalty: 4139.228027
	Iteration 11Q: 3 clusters Score -492523.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -492534.562500 Penalty: 4139.228027
	Iteration 12Q: 3 clusters Score -492534.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -492539.437500 Penalty: 4139.228027
	Iteration 13Q: 3 clusters Score -492539.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -492544.031250 Penalty: 4139.228027
	Iteration 14Q: 3 clusters Score -492544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -492544.687500 Penalty: 4139.228027
	Iteration 15Q: 3 clusters Score -492544.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -492545.375000 Penalty: 4139.228027
	Iteration 16Q: 3 clusters Score -492545.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -492545.375000 Penalty: 4139.228027
	Iteration 17F: 3 clusters Score -492545.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Entering Unmasked Estep 
Score: -243603.437500 Penalty: 1884.402954
	Iteration 0F: 2 clusters Score -243603.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -241008.421875 Penalty: 3768.805908
	Iteration 0F: 3 clusters Score -241008.4 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -241452.093750 Penalty: 3768.805908
	Iteration 1F: 3 clusters Score -241452.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -241564.218750 Penalty: 3768.805908
	Iteration 2F: 3 clusters Score -241564.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -241616.281250 Penalty: 3768.805908
	Iteration 3Q: 3 clusters Score -241616.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -241648.078125 Penalty: 3768.805908
	Iteration 4Q: 3 clusters Score -241648.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -241669.562500 Penalty: 3768.805908
	Iteration 5Q: 3 clusters Score -241669.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -241681.750000 Penalty: 3768.805908
	Iteration 6Q: 3 clusters Score -241681.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -241687.859375 Penalty: 3768.805908
	Iteration 7Q: 3 clusters Score -241687.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -241698.812500 Penalty: 3768.805908
	Iteration 8Q: 3 clusters Score -241698.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -241707.640625 Penalty: 3768.805908
	Iteration 9Q: 3 clusters Score -241707.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -241719.578125 Penalty: 3768.805908
	Iteration 10Q: 3 clusters Score -241719.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -241729.671875 Penalty: 3768.805908
	Iteration 11Q: 3 clusters Score -241729.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -241739.640625 Penalty: 3768.805908
	Iteration 12Q: 3 clusters Score -241739.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -241746.421875 Penalty: 3768.805908
	Iteration 13Q: 3 clusters Score -241746.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -241755.968750 Penalty: 3768.805908
	Iteration 14Q: 3 clusters Score -241756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -241760.531250 Penalty: 3768.805908
	Iteration 15Q: 3 clusters Score -241760.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -241764.703125 Penalty: 3768.805908
	Iteration 16Q: 3 clusters Score -241764.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -241765.625000 Penalty: 3768.805908
	Iteration 17Q: 3 clusters Score -241765.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -241766.375000 Penalty: 3768.805908
	Iteration 18Q: 3 clusters Score -241766.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -241766.468750 Penalty: 3768.805908
	Iteration 19Q: 3 clusters Score -241766.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -241766.687500 Penalty: 3768.805908
	Iteration 20F: 3 clusters Score -241766.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -241767.343750 Penalty: 3768.805908
	Iteration 21Q: 3 clusters Score -241767.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -241767.593750 Penalty: 3768.805908
	Iteration 22Q: 3 clusters Score -241767.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -241767.718750 Penalty: 3768.805908
	Iteration 23Q: 3 clusters Score -241767.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -241768.562500 Penalty: 3768.805908
	Iteration 24Q: 3 clusters Score -241768.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -241769.937500 Penalty: 3768.805908
	Iteration 25Q: 3 clusters Score -241769.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -241771.265625 Penalty: 3768.805908
	Iteration 26Q: 3 clusters Score -241771.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -241771.265625 Penalty: 3768.805908
	Iteration 27F: 3 clusters Score -241771.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Entering Unmasked Estep 
Score: -306465.187500 Penalty: 1960.000244
	Iteration 0F: 2 clusters Score -306465.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -303382.500000 Penalty: 3920.000488
	Iteration 0F: 3 clusters Score -303382.5 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -304097.093750 Penalty: 3920.000488
	Iteration 1F: 3 clusters Score -304097.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -304315.593750 Penalty: 3920.000488
	Iteration 2F: 3 clusters Score -304315.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -304443.156250 Penalty: 3920.000488
	Iteration 3F: 3 clusters Score -304443.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -304550.125000 Penalty: 3920.000488
	Iteration 4Q: 3 clusters Score -304550.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -304642.968750 Penalty: 3920.000488
	Iteration 5Q: 3 clusters Score -304643 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -304711.312500 Penalty: 3920.000488
	Iteration 6Q: 3 clusters Score -304711.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -304768.312500 Penalty: 3920.000488
	Iteration 7Q: 3 clusters Score -304768.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -304809.375000 Penalty: 3920.000488
	Iteration 8Q: 3 clusters Score -304809.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -304849.375000 Penalty: 3920.000488
	Iteration 9Q: 3 clusters Score -304849.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -304882.625000 Penalty: 3920.000488
	Iteration 10Q: 3 clusters Score -304882.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -304912.250000 Penalty: 3920.000488
	Iteration 11Q: 3 clusters Score -304912.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -304947.343750 Penalty: 3920.000488
	Iteration 12Q: 3 clusters Score -304947.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -304980.375000 Penalty: 3920.000488
	Iteration 13Q: 3 clusters Score -304980.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -305014.750000 Penalty: 3920.000488
	Iteration 14Q: 3 clusters Score -305014.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -305054.062500 Penalty: 3920.000488
	Iteration 15Q: 3 clusters Score -305054.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -305089.906250 Penalty: 3920.000488
	Iteration 16Q: 3 clusters Score -305089.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -305122.687500 Penalty: 3920.000488
	Iteration 17Q: 3 clusters Score -305122.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -305167.031250 Penalty: 3920.000488
	Iteration 18Q: 3 clusters Score -305167 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -305208.781250 Penalty: 3920.000488
	Iteration 19Q: 3 clusters Score -305208.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -305238.562500 Penalty: 3920.000488
	Iteration 20F: 3 clusters Score -305238.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -305260.937500 Penalty: 3920.000488
	Iteration 21Q: 3 clusters Score -305260.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -305285.781250 Penalty: 3920.000488
	Iteration 22Q: 3 clusters Score -305285.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -305304.437500 Penalty: 3920.000488
	Iteration 23Q: 3 clusters Score -305304.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -305315.718750 Penalty: 3920.000488
	Iteration 24Q: 3 clusters Score -305315.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -305324.468750 Penalty: 3920.000488
	Iteration 25Q: 3 clusters Score -305324.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -305331.750000 Penalty: 3920.000488
	Iteration 26Q: 3 clusters Score -305331.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -305339.062500 Penalty: 3920.000488
	Iteration 27Q: 3 clusters Score -305339.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -305344.406250 Penalty: 3920.000488
	Iteration 28Q: 3 clusters Score -305344.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -305350.750000 Penalty: 3920.000488
	Iteration 29Q: 3 clusters Score -305350.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -305355.937500 Penalty: 3920.000488
	Iteration 30Q: 3 clusters Score -305355.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -305363.656250 Penalty: 3920.000488
	Iteration 31Q: 3 clusters Score -305363.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -305367.843750 Penalty: 3920.000488
	Iteration 32Q: 3 clusters Score -305367.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -305370.093750 Penalty: 3920.000488
	Iteration 33Q: 3 clusters Score -305370.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -305373.468750 Penalty: 3920.000488
	Iteration 34Q: 3 clusters Score -305373.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -305373.562500 Penalty: 3920.000488
	Iteration 35Q: 3 clusters Score -305373.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -305374.562500 Penalty: 3920.000488
	Iteration 36Q: 3 clusters Score -305374.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -305374.562500 Penalty: 3920.000488
	Iteration 37F: 3 clusters Score -305374.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (189423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189423 members 
Entering Unmasked Estep 
Score: -23526858.000000 Penalty: 3013.631104
	Iteration 0F: 2 clusters Score -2.352686e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94401 members 
Mstep: Class 2 contains 95022 members 
Entering Unmasked Estep 
Score: -23403638.000000 Penalty: 6027.262207
	Iteration 0F: 3 clusters Score -2.340364e+07 nChanged 90929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88376 members 
Mstep: Class 2 contains 101047 members 
Entering Unmasked Estep 
Score: -23457368.000000 Penalty: 6027.262207
	Iteration 1F: 3 clusters Score -2.345737e+07 nChanged 6236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84484 members 
Mstep: Class 2 contains 104939 members 
Entering Unmasked Estep 
Score: -23459314.000000 Penalty: 6027.262207
	Iteration 2Q: 3 clusters Score -2.345931e+07 nChanged 7842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78464 members 
Mstep: Class 2 contains 110959 members 
Entering Unmasked Estep 
Score: -23462262.000000 Penalty: 6027.262207
	Iteration 3Q: 3 clusters Score -2.346226e+07 nChanged 10478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69694 members 
Mstep: Class 2 contains 119729 members 
Entering Unmasked Estep 
Score: -23468182.000000 Penalty: 6027.262207
	Iteration 4F: 3 clusters Score -2.346818e+07 nChanged 14076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57510 members 
Mstep: Class 2 contains 131913 members 
Entering Unmasked Estep 
Score: -23478136.000000 Penalty: 6027.262207
	Iteration 5F: 3 clusters Score -2.347814e+07 nChanged 16471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43055 members 
Mstep: Class 2 contains 146368 members 
Entering Unmasked Estep 
Score: -23492732.000000 Penalty: 6027.262207
	Iteration 6F: 3 clusters Score -2.349273e+07 nChanged 15114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 159782 members 
Entering Unmasked Estep 
Score: -23507034.000000 Penalty: 6027.262207
	Iteration 7F: 3 clusters Score -2.350703e+07 nChanged 10447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 169357 members 
Entering Unmasked Estep 
Score: -23516642.000000 Penalty: 6027.262207
	Iteration 8F: 3 clusters Score -2.351664e+07 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 174752 members 
Entering Unmasked Estep 
Score: -23522064.000000 Penalty: 6027.262207
	Iteration 9Q: 3 clusters Score -2.352206e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 177665 members 
Entering Unmasked Estep 
Score: -23524282.000000 Penalty: 6027.262207
	Iteration 10Q: 3 clusters Score -2.352428e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 179615 members 
Entering Unmasked Estep 
Score: -23525218.000000 Penalty: 6027.262207
	Iteration 11Q: 3 clusters Score -2.352522e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 181126 members 
Entering Unmasked Estep 
Score: -23525596.000000 Penalty: 6027.262207
	Iteration 12Q: 3 clusters Score -2.35256e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 182309 members 
Entering Unmasked Estep 
Score: -23525788.000000 Penalty: 6027.262207
	Iteration 13Q: 3 clusters Score -2.352579e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 183257 members 
Entering Unmasked Estep 
Score: -23525908.000000 Penalty: 6027.262207
	Iteration 14Q: 3 clusters Score -2.352591e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 184044 members 
Entering Unmasked Estep 
Score: -23525894.000000 Penalty: 6027.262207
	Iteration 15Q: 3 clusters Score -2.352589e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 184689 members 
Entering Unmasked Estep 
Score: -23525828.000000 Penalty: 6027.262207
	Iteration 16Q: 3 clusters Score -2.352583e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 185247 members 
Entering Unmasked Estep 
Score: -23525848.000000 Penalty: 6027.262207
	Iteration 17Q: 3 clusters Score -2.352585e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 185701 members 
Entering Unmasked Estep 
Score: -23525808.000000 Penalty: 6027.262207
	Iteration 18Q: 3 clusters Score -2.352581e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 186075 members 
Entering Unmasked Estep 
Score: -23525690.000000 Penalty: 6027.262207
	Iteration 19Q: 3 clusters Score -2.352569e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 186405 members 
Entering Unmasked Estep 
Score: -23525676.000000 Penalty: 6027.262207
	Iteration 20F: 3 clusters Score -2.352568e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 186691 members 
Entering Unmasked Estep 
Score: -23525606.000000 Penalty: 6027.262207
	Iteration 21Q: 3 clusters Score -2.352561e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 186926 members 
Entering Unmasked Estep 
Score: -23525656.000000 Penalty: 6027.262207
	Iteration 22Q: 3 clusters Score -2.352566e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 187107 members 
Entering Unmasked Estep 
Score: -23525586.000000 Penalty: 6027.262207
	Iteration 23Q: 3 clusters Score -2.352559e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 187260 members 
Entering Unmasked Estep 
Score: -23525550.000000 Penalty: 6027.262207
	Iteration 24Q: 3 clusters Score -2.352555e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 187378 members 
Entering Unmasked Estep 
Score: -23525530.000000 Penalty: 6027.262207
	Iteration 25Q: 3 clusters Score -2.352553e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 187485 members 
Entering Unmasked Estep 
Score: -23525460.000000 Penalty: 6027.262207
	Iteration 26Q: 3 clusters Score -2.352546e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 187577 members 
Entering Unmasked Estep 
Score: -23525440.000000 Penalty: 6027.262207
	Iteration 27Q: 3 clusters Score -2.352544e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 187648 members 
Entering Unmasked Estep 
Score: -23525428.000000 Penalty: 6027.262207
	Iteration 28Q: 3 clusters Score -2.352543e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 187706 members 
Entering Unmasked Estep 
Score: -23525366.000000 Penalty: 6027.262207
	Iteration 29Q: 3 clusters Score -2.352537e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 187744 members 
Entering Unmasked Estep 
Score: -23525368.000000 Penalty: 6027.262207
	Iteration 30Q: 3 clusters Score -2.352537e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 187782 members 
Entering Unmasked Estep 
Score: -23525390.000000 Penalty: 6027.262207
	Iteration 31Q: 3 clusters Score -2.352539e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 187817 members 
Entering Unmasked Estep 
Score: -23525396.000000 Penalty: 6027.262207
	Iteration 32Q: 3 clusters Score -2.35254e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 187845 members 
Entering Unmasked Estep 
Score: -23525388.000000 Penalty: 6027.262207
	Iteration 33Q: 3 clusters Score -2.352539e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 187864 members 
Entering Unmasked Estep 
Score: -23525366.000000 Penalty: 6027.262207
	Iteration 34Q: 3 clusters Score -2.352537e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 187878 members 
Entering Unmasked Estep 
Score: -23525358.000000 Penalty: 6027.262207
	Iteration 35Q: 3 clusters Score -2.352536e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 187885 members 
Entering Unmasked Estep 
Score: -23525356.000000 Penalty: 6027.262207
	Iteration 36Q: 3 clusters Score -2.352536e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 187891 members 
Entering Unmasked Estep 
Score: -23525358.000000 Penalty: 6027.262207
	Iteration 37Q: 3 clusters Score -2.352536e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 187894 members 
Entering Unmasked Estep 
Score: -23525376.000000 Penalty: 6027.262207
	Iteration 38Q: 3 clusters Score -2.352538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 187897 members 
Entering Unmasked Estep 
Score: -23525376.000000 Penalty: 6027.262207
	Iteration 39Q: 3 clusters Score -2.352538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 187900 members 
Entering Unmasked Estep 
Score: -23525370.000000 Penalty: 6027.262207
	Iteration 40F: 3 clusters Score -2.352537e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 187902 members 
Entering Unmasked Estep 
Score: -23525370.000000 Penalty: 6027.262207
	Iteration 41Q: 3 clusters Score -2.352537e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 187903 members 
Entering Unmasked Estep 
Score: -23525358.000000 Penalty: 6027.262207
	Iteration 42Q: 3 clusters Score -2.352536e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 187904 members 
Entering Unmasked Estep 
Score: -23525358.000000 Penalty: 6027.262207
	Iteration 43Q: 3 clusters Score -2.352536e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 187907 members 
Entering Unmasked Estep 
Score: -23525368.000000 Penalty: 6027.262207
	Iteration 44Q: 3 clusters Score -2.352537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 187910 members 
Entering Unmasked Estep 
Score: -23525382.000000 Penalty: 6027.262207
	Iteration 45Q: 3 clusters Score -2.352538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 187913 members 
Entering Unmasked Estep 
Score: -23525362.000000 Penalty: 6027.262207
	Iteration 46Q: 3 clusters Score -2.352536e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 187914 members 
Entering Unmasked Estep 
Score: -23525374.000000 Penalty: 6027.262207
	Iteration 47Q: 3 clusters Score -2.352537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 187917 members 
Entering Unmasked Estep 
Score: -23525354.000000 Penalty: 6027.262207
	Iteration 48Q: 3 clusters Score -2.352535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 187920 members 
Entering Unmasked Estep 
Score: -23525346.000000 Penalty: 6027.262207
	Iteration 49Q: 3 clusters Score -2.352535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 187924 members 
Entering Unmasked Estep 
Score: -23525342.000000 Penalty: 6027.262207
	Iteration 50Q: 3 clusters Score -2.352534e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 187926 members 
Entering Unmasked Estep 
Score: -23525352.000000 Penalty: 6027.262207
	Iteration 51Q: 3 clusters Score -2.352535e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 187927 members 
Entering Unmasked Estep 
Score: -23525344.000000 Penalty: 6027.262207
	Iteration 52Q: 3 clusters Score -2.352534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 187928 members 
Entering Unmasked Estep 
Score: -23525346.000000 Penalty: 6027.262207
	Iteration 53Q: 3 clusters Score -2.352535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 187930 members 
Entering Unmasked Estep 
Score: -23525340.000000 Penalty: 6027.262207
	Iteration 54Q: 3 clusters Score -2.352534e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 187930 members 
Entering Unmasked Estep 
Score: -23525340.000000 Penalty: 6027.262207
	Iteration 55F: 3 clusters Score -2.352534e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Entering Unmasked Estep 
Score: -27363.125000 Penalty: 1399.192993
	Iteration 0F: 2 clusters Score -27363.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -26145.070312 Penalty: 2798.385986
	Iteration 0F: 3 clusters Score -26145.07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -26308.355469 Penalty: 2798.385986
	Iteration 1F: 3 clusters Score -26308.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -26349.380859 Penalty: 2798.385986
	Iteration 2Q: 3 clusters Score -26349.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26363.496094 Penalty: 2798.385986
	Iteration 3Q: 3 clusters Score -26363.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -26363.496094 Penalty: 2798.385986
	Iteration 4F: 3 clusters Score -26363.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (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: -2479094.000000 Penalty: 2453.146240
	Iteration 0F: 2 clusters Score -2479094 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 10011 members 
Entering Unmasked Estep 
Score: -2465172.750000 Penalty: 4906.292480
	Iteration 0F: 3 clusters Score -2465173 nChanged 8796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -2469792.000000 Penalty: 4906.292480
	Iteration 1F: 3 clusters Score -2469792 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -2470268.500000 Penalty: 4906.292480
	Iteration 2F: 3 clusters Score -2470268 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -2470772.500000 Penalty: 4906.292480
	Iteration 3F: 3 clusters Score -2470772 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -2471348.000000 Penalty: 4906.292480
	Iteration 4Q: 3 clusters Score -2471348 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -2471959.750000 Penalty: 4906.292480
	Iteration 5Q: 3 clusters Score -2471960 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -2472611.250000 Penalty: 4906.292480
	Iteration 6Q: 3 clusters Score -2472611 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -2473318.000000 Penalty: 4906.292480
	Iteration 7Q: 3 clusters Score -2473318 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -2474078.000000 Penalty: 4906.292480
	Iteration 8F: 3 clusters Score -2474078 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -2474818.750000 Penalty: 4906.292480
	Iteration 9Q: 3 clusters Score -2474819 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -2475430.500000 Penalty: 4906.292480
	Iteration 10Q: 3 clusters Score -2475430 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -2475869.000000 Penalty: 4906.292480
	Iteration 11Q: 3 clusters Score -2475869 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -2476186.000000 Penalty: 4906.292480
	Iteration 12Q: 3 clusters Score -2476186 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -2476397.500000 Penalty: 4906.292480
	Iteration 13Q: 3 clusters Score -2476398 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -2476553.500000 Penalty: 4906.292480
	Iteration 14Q: 3 clusters Score -2476554 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -2476693.000000 Penalty: 4906.292480
	Iteration 15Q: 3 clusters Score -2476693 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -2476747.500000 Penalty: 4906.292480
	Iteration 16Q: 3 clusters Score -2476748 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -2476791.750000 Penalty: 4906.292480
	Iteration 17Q: 3 clusters Score -2476792 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -2476839.000000 Penalty: 4906.292480
	Iteration 18Q: 3 clusters Score -2476839 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -2476879.000000 Penalty: 4906.292480
	Iteration 19Q: 3 clusters Score -2476879 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -2476906.750000 Penalty: 4906.292480
	Iteration 20F: 3 clusters Score -2476907 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -2476921.500000 Penalty: 4906.292480
	Iteration 21Q: 3 clusters Score -2476922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -2476933.250000 Penalty: 4906.292480
	Iteration 22Q: 3 clusters Score -2476933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -2476945.500000 Penalty: 4906.292480
	Iteration 23Q: 3 clusters Score -2476946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -2476957.000000 Penalty: 4906.292480
	Iteration 24Q: 3 clusters Score -2476957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -2476958.500000 Penalty: 4906.292480
	Iteration 25Q: 3 clusters Score -2476958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -2476964.750000 Penalty: 4906.292480
	Iteration 26Q: 3 clusters Score -2476965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -2476967.500000 Penalty: 4906.292480
	Iteration 27Q: 3 clusters Score -2476968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -2476968.250000 Penalty: 4906.292480
	Iteration 28Q: 3 clusters Score -2476968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -2476968.750000 Penalty: 4906.292480
	Iteration 29Q: 3 clusters Score -2476969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -2476970.500000 Penalty: 4906.292480
	Iteration 30Q: 3 clusters Score -2476970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -2476970.250000 Penalty: 4906.292480
	Iteration 31Q: 3 clusters Score -2476970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -2476974.250000 Penalty: 4906.292480
	Iteration 32Q: 3 clusters Score -2476974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -2476979.750000 Penalty: 4906.292480
	Iteration 33Q: 3 clusters Score -2476980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -2476980.750000 Penalty: 4906.292480
	Iteration 34Q: 3 clusters Score -2476981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -2476980.750000 Penalty: 4906.292480
	Iteration 35F: 3 clusters Score -2476981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (61606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61606 members 
Entering Unmasked Estep 
Score: -7487547.500000 Penalty: 2735.071777
	Iteration 0F: 2 clusters Score -7487548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30719 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -7445934.000000 Penalty: 5470.143555
	Iteration 0F: 3 clusters Score -7445934 nChanged 28864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30077 members 
Mstep: Class 2 contains 31529 members 
Entering Unmasked Estep 
Score: -7462003.500000 Penalty: 5470.143555
	Iteration 1F: 3 clusters Score -7462004 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -7462383.000000 Penalty: 5470.143555
	Iteration 2Q: 3 clusters Score -7462383 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 32790 members 
Entering Unmasked Estep 
Score: -7462823.500000 Penalty: 5470.143555
	Iteration 3Q: 3 clusters Score -7462824 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -7463299.500000 Penalty: 5470.143555
	Iteration 4Q: 3 clusters Score -7463300 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -7463942.500000 Penalty: 5470.143555
	Iteration 5Q: 3 clusters Score -7463942 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 37413 members 
Entering Unmasked Estep 
Score: -7464858.500000 Penalty: 5470.143555
	Iteration 6Q: 3 clusters Score -7464858 nChanged 3090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
Score: -7466468.500000 Penalty: 5470.143555
	Iteration 7F: 3 clusters Score -7466468 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 44410 members 
Entering Unmasked Estep 
Score: -7469094.000000 Penalty: 5470.143555
	Iteration 8F: 3 clusters Score -7469094 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 49457 members 
Entering Unmasked Estep 
Score: -7473208.000000 Penalty: 5470.143555
	Iteration 9F: 3 clusters Score -7473208 nChanged 5175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 54632 members 
Entering Unmasked Estep 
Score: -7478146.000000 Penalty: 5470.143555
	Iteration 10F: 3 clusters Score -7478146 nChanged 4007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 58639 members 
Entering Unmasked Estep 
Score: -7482181.000000 Penalty: 5470.143555
	Iteration 11F: 3 clusters Score -7482181 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 60588 members 
Entering Unmasked Estep 
Score: -7484155.000000 Penalty: 5470.143555
	Iteration 12Q: 3 clusters Score -7484155 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 61181 members 
Entering Unmasked Estep 
Score: -7484787.000000 Penalty: 5470.143555
	Iteration 13Q: 3 clusters Score -7484787 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 61330 members 
Entering Unmasked Estep 
Score: -7484987.000000 Penalty: 5470.143555
	Iteration 14Q: 3 clusters Score -7484987 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 61375 members 
Entering Unmasked Estep 
Score: -7485067.500000 Penalty: 5470.143555
	Iteration 15Q: 3 clusters Score -7485068 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 61395 members 
Entering Unmasked Estep 
Score: -7485121.000000 Penalty: 5470.143555
	Iteration 16Q: 3 clusters Score -7485121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 61406 members 
Entering Unmasked Estep 
Score: -7485146.500000 Penalty: 5470.143555
	Iteration 17Q: 3 clusters Score -7485146 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 61413 members 
Entering Unmasked Estep 
Score: -7485164.000000 Penalty: 5470.143555
	Iteration 18Q: 3 clusters Score -7485164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 61416 members 
Entering Unmasked Estep 
Score: -7485173.000000 Penalty: 5470.143555
	Iteration 19Q: 3 clusters Score -7485173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 61421 members 
Entering Unmasked Estep 
Score: -7485178.000000 Penalty: 5470.143555
	Iteration 20F: 3 clusters Score -7485178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 61422 members 
Entering Unmasked Estep 
Score: -7485181.500000 Penalty: 5470.143555
	Iteration 21Q: 3 clusters Score -7485182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 61422 members 
Entering Unmasked Estep 
Score: -7485181.500000 Penalty: 5470.143555
	Iteration 22F: 3 clusters Score -7485182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (74607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74607 members 
Entering Unmasked Estep 
Score: -9436100.000000 Penalty: 2782.557373
	Iteration 0F: 2 clusters Score -9436100 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 37331 members 
Entering Unmasked Estep 
Score: -9386045.000000 Penalty: 5565.114746
	Iteration 0F: 3 clusters Score -9386045 nChanged 34913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 38202 members 
Entering Unmasked Estep 
Score: -9406184.000000 Penalty: 5565.114746
	Iteration 1F: 3 clusters Score -9406184 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36055 members 
Mstep: Class 2 contains 38552 members 
Entering Unmasked Estep 
Score: -9406861.000000 Penalty: 5565.114746
	Iteration 2Q: 3 clusters Score -9406861 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35603 members 
Mstep: Class 2 contains 39004 members 
Entering Unmasked Estep 
Score: -9407579.000000 Penalty: 5565.114746
	Iteration 3Q: 3 clusters Score -9407579 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34864 members 
Mstep: Class 2 contains 39743 members 
Entering Unmasked Estep 
Score: -9408379.000000 Penalty: 5565.114746
	Iteration 4Q: 3 clusters Score -9408379 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33845 members 
Mstep: Class 2 contains 40762 members 
Entering Unmasked Estep 
Score: -9409314.000000 Penalty: 5565.114746
	Iteration 5Q: 3 clusters Score -9409314 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32467 members 
Mstep: Class 2 contains 42140 members 
Entering Unmasked Estep 
Score: -9410652.000000 Penalty: 5565.114746
	Iteration 6Q: 3 clusters Score -9410652 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 43973 members 
Entering Unmasked Estep 
Score: -9412501.000000 Penalty: 5565.114746
	Iteration 7Q: 3 clusters Score -9412501 nChanged 3884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28426 members 
Mstep: Class 2 contains 46181 members 
Entering Unmasked Estep 
Score: -9414942.000000 Penalty: 5565.114746
	Iteration 8F: 3 clusters Score -9414942 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 48536 members 
Entering Unmasked Estep 
Score: -9418017.000000 Penalty: 5565.114746
	Iteration 9F: 3 clusters Score -9418017 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 50687 members 
Entering Unmasked Estep 
Score: -9420951.000000 Penalty: 5565.114746
	Iteration 10F: 3 clusters Score -9420951 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 52566 members 
Entering Unmasked Estep 
Score: -9423030.000000 Penalty: 5565.114746
	Iteration 11Q: 3 clusters Score -9423030 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 54140 members 
Entering Unmasked Estep 
Score: -9424304.000000 Penalty: 5565.114746
	Iteration 12Q: 3 clusters Score -9424304 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 55587 members 
Entering Unmasked Estep 
Score: -9425034.000000 Penalty: 5565.114746
	Iteration 13Q: 3 clusters Score -9425034 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 56972 members 
Entering Unmasked Estep 
Score: -9425589.000000 Penalty: 5565.114746
	Iteration 14Q: 3 clusters Score -9425589 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 58383 members 
Entering Unmasked Estep 
Score: -9426125.000000 Penalty: 5565.114746
	Iteration 15Q: 3 clusters Score -9426125 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 59752 members 
Entering Unmasked Estep 
Score: -9426654.000000 Penalty: 5565.114746
	Iteration 16Q: 3 clusters Score -9426654 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 61135 members 
Entering Unmasked Estep 
Score: -9427220.000000 Penalty: 5565.114746
	Iteration 17Q: 3 clusters Score -9427220 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 62455 members 
Entering Unmasked Estep 
Score: -9427775.000000 Penalty: 5565.114746
	Iteration 18Q: 3 clusters Score -9427775 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 63808 members 
Entering Unmasked Estep 
Score: -9428361.000000 Penalty: 5565.114746
	Iteration 19Q: 3 clusters Score -9428361 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 65131 members 
Entering Unmasked Estep 
Score: -9428997.000000 Penalty: 5565.114746
	Iteration 20F: 3 clusters Score -9428997 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 66375 members 
Entering Unmasked Estep 
Score: -9429614.000000 Penalty: 5565.114746
	Iteration 21Q: 3 clusters Score -9429614 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 67569 members 
Entering Unmasked Estep 
Score: -9430238.000000 Penalty: 5565.114746
	Iteration 22Q: 3 clusters Score -9430238 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 68631 members 
Entering Unmasked Estep 
Score: -9430748.000000 Penalty: 5565.114746
	Iteration 23Q: 3 clusters Score -9430748 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 69615 members 
Entering Unmasked Estep 
Score: -9431270.000000 Penalty: 5565.114746
	Iteration 24Q: 3 clusters Score -9431270 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 70497 members 
Entering Unmasked Estep 
Score: -9431739.000000 Penalty: 5565.114746
	Iteration 25Q: 3 clusters Score -9431739 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 71257 members 
Entering Unmasked Estep 
Score: -9432137.000000 Penalty: 5565.114746
	Iteration 26Q: 3 clusters Score -9432137 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 71866 members 
Entering Unmasked Estep 
Score: -9432474.000000 Penalty: 5565.114746
	Iteration 27Q: 3 clusters Score -9432474 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 72374 members 
Entering Unmasked Estep 
Score: -9432766.000000 Penalty: 5565.114746
	Iteration 28Q: 3 clusters Score -9432766 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 72764 members 
Entering Unmasked Estep 
Score: -9433035.000000 Penalty: 5565.114746
	Iteration 29Q: 3 clusters Score -9433035 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 73055 members 
Entering Unmasked Estep 
Score: -9433184.000000 Penalty: 5565.114746
	Iteration 30Q: 3 clusters Score -9433184 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 73261 members 
Entering Unmasked Estep 
Score: -9433337.000000 Penalty: 5565.114746
	Iteration 31Q: 3 clusters Score -9433337 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 73408 members 
Entering Unmasked Estep 
Score: -9433422.000000 Penalty: 5565.114746
	Iteration 32Q: 3 clusters Score -9433422 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 73542 members 
Entering Unmasked Estep 
Score: -9433497.000000 Penalty: 5565.114746
	Iteration 33Q: 3 clusters Score -9433497 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 73631 members 
Entering Unmasked Estep 
Score: -9433572.000000 Penalty: 5565.114746
	Iteration 34Q: 3 clusters Score -9433572 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 73695 members 
Entering Unmasked Estep 
Score: -9433630.000000 Penalty: 5565.114746
	Iteration 35Q: 3 clusters Score -9433630 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 73756 members 
Entering Unmasked Estep 
Score: -9433659.000000 Penalty: 5565.114746
	Iteration 36Q: 3 clusters Score -9433659 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 73793 members 
Entering Unmasked Estep 
Score: -9433694.000000 Penalty: 5565.114746
	Iteration 37Q: 3 clusters Score -9433694 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 73829 members 
Entering Unmasked Estep 
Score: -9433709.000000 Penalty: 5565.114746
	Iteration 38Q: 3 clusters Score -9433709 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 73858 members 
Entering Unmasked Estep 
Score: -9433728.000000 Penalty: 5565.114746
	Iteration 39Q: 3 clusters Score -9433728 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 73885 members 
Entering Unmasked Estep 
Score: -9433750.000000 Penalty: 5565.114746
	Iteration 40F: 3 clusters Score -9433750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 73906 members 
Entering Unmasked Estep 
Score: -9433759.000000 Penalty: 5565.114746
	Iteration 41Q: 3 clusters Score -9433759 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 73925 members 
Entering Unmasked Estep 
Score: -9433786.000000 Penalty: 5565.114746
	Iteration 42Q: 3 clusters Score -9433786 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 73938 members 
Entering Unmasked Estep 
Score: -9433787.000000 Penalty: 5565.114746
	Iteration 43Q: 3 clusters Score -9433787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 73947 members 
Entering Unmasked Estep 
Score: -9433794.000000 Penalty: 5565.114746
	Iteration 44Q: 3 clusters Score -9433794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 73957 members 
Entering Unmasked Estep 
Score: -9433800.000000 Penalty: 5565.114746
	Iteration 45Q: 3 clusters Score -9433800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 73961 members 
Entering Unmasked Estep 
Score: -9433794.000000 Penalty: 5565.114746
	Iteration 46Q: 3 clusters Score -9433794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 73966 members 
Entering Unmasked Estep 
Score: -9433796.000000 Penalty: 5565.114746
	Iteration 47Q: 3 clusters Score -9433796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 73971 members 
Entering Unmasked Estep 
Score: -9433809.000000 Penalty: 5565.114746
	Iteration 48Q: 3 clusters Score -9433809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 73973 members 
Entering Unmasked Estep 
Score: -9433815.000000 Penalty: 5565.114746
	Iteration 49Q: 3 clusters Score -9433815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 73976 members 
Entering Unmasked Estep 
Score: -9433808.000000 Penalty: 5565.114746
	Iteration 50Q: 3 clusters Score -9433808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 73977 members 
Entering Unmasked Estep 
Score: -9433812.000000 Penalty: 5565.114746
	Iteration 51Q: 3 clusters Score -9433812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 73982 members 
Entering Unmasked Estep 
Score: -9433807.000000 Penalty: 5565.114746
	Iteration 52Q: 3 clusters Score -9433807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 73986 members 
Entering Unmasked Estep 
Score: -9433808.000000 Penalty: 5565.114746
	Iteration 53Q: 3 clusters Score -9433808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 73988 members 
Entering Unmasked Estep 
Score: -9433811.000000 Penalty: 5565.114746
	Iteration 54Q: 3 clusters Score -9433811 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 73988 members 
Entering Unmasked Estep 
Score: -9433811.000000 Penalty: 5565.114746
	Iteration 55F: 3 clusters Score -9433811 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Entering Unmasked Estep 
Score: -152052.328125 Penalty: 1783.847656
	Iteration 0F: 2 clusters Score -152052.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -149890.859375 Penalty: 3567.695312
	Iteration 0F: 3 clusters Score -149890.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -150436.875000 Penalty: 3567.695312
	Iteration 1F: 3 clusters Score -150436.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -150637.750000 Penalty: 3567.695312
	Iteration 2F: 3 clusters Score -150637.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -150840.781250 Penalty: 3567.695312
	Iteration 3F: 3 clusters Score -150840.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -151100.250000 Penalty: 3567.695312
	Iteration 4F: 3 clusters Score -151100.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -151524.625000 Penalty: 3567.695312
	Iteration 5F: 3 clusters Score -151524.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -152105.062500 Penalty: 3567.695312
	Iteration 6F: 3 clusters Score -152105.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -152372.265625 Penalty: 3567.695312
	Iteration 7F: 3 clusters Score -152372.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -152522.921875 Penalty: 3567.695312
	Iteration 8Q: 3 clusters Score -152522.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -152652.281250 Penalty: 3567.695312
	Iteration 9Q: 3 clusters Score -152652.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -152720.875000 Penalty: 3567.695312
	Iteration 10Q: 3 clusters Score -152720.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -152767.812500 Penalty: 3567.695312
	Iteration 11Q: 3 clusters Score -152767.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -152794.562500 Penalty: 3567.695312
	Iteration 12Q: 3 clusters Score -152794.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -152813.921875 Penalty: 3567.695312
	Iteration 13Q: 3 clusters Score -152813.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -152836.718750 Penalty: 3567.695312
	Iteration 14Q: 3 clusters Score -152836.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -152855.406250 Penalty: 3567.695312
	Iteration 15Q: 3 clusters Score -152855.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -152860.937500 Penalty: 3567.695312
	Iteration 16Q: 3 clusters Score -152860.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -152860.937500 Penalty: 3567.695312
	Iteration 17F: 3 clusters Score -152860.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26309 members 
Mstep: Class 3 contains 45239 members 
Mstep: Class 4 contains 218251 members 
Mstep: Class 5 contains 13612 members 
Mstep: Class 6 contains 6623 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60697 members 
Mstep: Class 9 contains 42575 members 
Mstep: Class 10 contains 22075 members 
Mstep: Class 11 contains 6068 members 
Mstep: Class 12 contains 17795 members 
Mstep: Class 13 contains 33131 members 
Mstep: Class 14 contains 2237 members 
Mstep: Class 15 contains 4210 members 
Mstep: Class 16 contains 1995 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189423 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19766 members 
Mstep: Class 21 contains 61606 members 
Mstep: Class 22 contains 975 members 
Mstep: Class 23 contains 74607 members 
Mstep: Class 24 contains 355 members 
Entering Unmasked Estep 
Score: -104759672.000000 Penalty: 81314.312500
Splitting cluster 24 changes total score from -104760408.000000 to -104759672.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26309 members 
Mstep: Class 3 contains 45239 members 
Mstep: Class 4 contains 218251 members 
Mstep: Class 5 contains 13612 members 
Mstep: Class 6 contains 6623 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60697 members 
Mstep: Class 9 contains 42575 members 
Mstep: Class 10 contains 22075 members 
Mstep: Class 11 contains 6068 members 
Mstep: Class 12 contains 17795 members 
Mstep: Class 13 contains 33131 members 
Mstep: Class 14 contains 2237 members 
Mstep: Class 15 contains 4210 members 
Mstep: Class 16 contains 1995 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189423 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19766 members 
Mstep: Class 21 contains 61606 members 
Mstep: Class 23 contains 74607 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760464.000000 Penalty: 77926.218750
Iteration 439Q: 24 clusters Score -1.047605e+08 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26304 members 
Mstep: Class 3 contains 45231 members 
Mstep: Class 4 contains 218188 members 
Mstep: Class 5 contains 13611 members 
Mstep: Class 6 contains 6623 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60702 members 
Mstep: Class 9 contains 42572 members 
Mstep: Class 10 contains 22076 members 
Mstep: Class 11 contains 6062 members 
Mstep: Class 12 contains 17792 members 
Mstep: Class 13 contains 33129 members 
Mstep: Class 14 contains 2237 members 
Mstep: Class 15 contains 4209 members 
Mstep: Class 16 contains 1995 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189435 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19768 members 
Mstep: Class 21 contains 61592 members 
Mstep: Class 23 contains 74693 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760424.000000 Penalty: 77926.218750
Iteration 440F: 24 clusters Score -1.047604e+08 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26297 members 
Mstep: Class 3 contains 45224 members 
Mstep: Class 4 contains 218144 members 
Mstep: Class 5 contains 13613 members 
Mstep: Class 6 contains 6623 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60700 members 
Mstep: Class 9 contains 42572 members 
Mstep: Class 10 contains 22077 members 
Mstep: Class 11 contains 6059 members 
Mstep: Class 12 contains 17789 members 
Mstep: Class 13 contains 33129 members 
Mstep: Class 14 contains 2237 members 
Mstep: Class 15 contains 4208 members 
Mstep: Class 16 contains 1995 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189427 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19769 members 
Mstep: Class 21 contains 61579 members 
Mstep: Class 23 contains 74777 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760496.000000 Penalty: 77926.218750
Iteration 441Q: 24 clusters Score -1.047605e+08 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26290 members 
Mstep: Class 3 contains 45219 members 
Mstep: Class 4 contains 218082 members 
Mstep: Class 5 contains 13614 members 
Mstep: Class 6 contains 6623 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60706 members 
Mstep: Class 9 contains 42570 members 
Mstep: Class 10 contains 22077 members 
Mstep: Class 11 contains 6057 members 
Mstep: Class 12 contains 17786 members 
Mstep: Class 13 contains 33118 members 
Mstep: Class 14 contains 2239 members 
Mstep: Class 15 contains 4208 members 
Mstep: Class 16 contains 1996 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189427 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19767 members 
Mstep: Class 21 contains 61566 members 
Mstep: Class 23 contains 74874 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760400.000000 Penalty: 77926.218750
Iteration 442Q: 24 clusters Score -1.047604e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26279 members 
Mstep: Class 3 contains 45218 members 
Mstep: Class 4 contains 218024 members 
Mstep: Class 5 contains 13611 members 
Mstep: Class 6 contains 6624 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60711 members 
Mstep: Class 9 contains 42567 members 
Mstep: Class 10 contains 22078 members 
Mstep: Class 11 contains 6055 members 
Mstep: Class 12 contains 17785 members 
Mstep: Class 13 contains 33116 members 
Mstep: Class 14 contains 2241 members 
Mstep: Class 15 contains 4208 members 
Mstep: Class 16 contains 1996 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189439 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19762 members 
Mstep: Class 21 contains 61551 members 
Mstep: Class 23 contains 74954 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760424.000000 Penalty: 77926.218750
Iteration 443Q: 24 clusters Score -1.047604e+08 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26268 members 
Mstep: Class 3 contains 45214 members 
Mstep: Class 4 contains 217985 members 
Mstep: Class 5 contains 13609 members 
Mstep: Class 6 contains 6624 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60708 members 
Mstep: Class 9 contains 42568 members 
Mstep: Class 10 contains 22080 members 
Mstep: Class 11 contains 6055 members 
Mstep: Class 12 contains 17783 members 
Mstep: Class 13 contains 33115 members 
Mstep: Class 14 contains 2244 members 
Mstep: Class 15 contains 4208 members 
Mstep: Class 16 contains 1995 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189436 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19762 members 
Mstep: Class 21 contains 61532 members 
Mstep: Class 23 contains 75033 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760464.000000 Penalty: 77926.218750
Iteration 444Q: 24 clusters Score -1.047605e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26267 members 
Mstep: Class 3 contains 45212 members 
Mstep: Class 4 contains 217950 members 
Mstep: Class 5 contains 13610 members 
Mstep: Class 6 contains 6624 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60701 members 
Mstep: Class 9 contains 42567 members 
Mstep: Class 10 contains 22075 members 
Mstep: Class 11 contains 6055 members 
Mstep: Class 12 contains 17782 members 
Mstep: Class 13 contains 33111 members 
Mstep: Class 14 contains 2245 members 
Mstep: Class 15 contains 4209 members 
Mstep: Class 16 contains 1996 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189414 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19765 members 
Mstep: Class 21 contains 61520 members 
Mstep: Class 23 contains 75116 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760488.000000 Penalty: 77926.218750
Iteration 445Q: 24 clusters Score -1.047605e+08 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26261 members 
Mstep: Class 3 contains 45209 members 
Mstep: Class 4 contains 217907 members 
Mstep: Class 5 contains 13608 members 
Mstep: Class 6 contains 6625 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60708 members 
Mstep: Class 9 contains 42565 members 
Mstep: Class 10 contains 22074 members 
Mstep: Class 11 contains 6055 members 
Mstep: Class 12 contains 17774 members 
Mstep: Class 13 contains 33109 members 
Mstep: Class 14 contains 2246 members 
Mstep: Class 15 contains 4211 members 
Mstep: Class 16 contains 1996 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189406 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19766 members 
Mstep: Class 21 contains 61511 members 
Mstep: Class 23 contains 75188 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760400.000000 Penalty: 77926.218750
Iteration 446Q: 24 clusters Score -1.047604e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26259 members 
Mstep: Class 3 contains 45207 members 
Mstep: Class 4 contains 217863 members 
Mstep: Class 5 contains 13608 members 
Mstep: Class 6 contains 6625 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60711 members 
Mstep: Class 9 contains 42564 members 
Mstep: Class 10 contains 22073 members 
Mstep: Class 11 contains 6055 members 
Mstep: Class 12 contains 17771 members 
Mstep: Class 13 contains 33106 members 
Mstep: Class 14 contains 2246 members 
Mstep: Class 15 contains 4212 members 
Mstep: Class 16 contains 1996 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189392 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19769 members 
Mstep: Class 21 contains 61497 members 
Mstep: Class 23 contains 75265 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760496.000000 Penalty: 77926.218750
Iteration 447Q: 24 clusters Score -1.047605e+08 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26254 members 
Mstep: Class 3 contains 45203 members 
Mstep: Class 4 contains 217802 members 
Mstep: Class 5 contains 13608 members 
Mstep: Class 6 contains 6625 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60710 members 
Mstep: Class 9 contains 42563 members 
Mstep: Class 10 contains 22070 members 
Mstep: Class 11 contains 6054 members 
Mstep: Class 12 contains 17768 members 
Mstep: Class 13 contains 33103 members 
Mstep: Class 14 contains 2247 members 
Mstep: Class 15 contains 4210 members 
Mstep: Class 16 contains 1995 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189384 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19771 members 
Mstep: Class 21 contains 61489 members 
Mstep: Class 23 contains 75363 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760512.000000 Penalty: 77926.218750
Iteration 448Q: 24 clusters Score -1.047605e+08 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26246 members 
Mstep: Class 3 contains 45203 members 
Mstep: Class 4 contains 217735 members 
Mstep: Class 5 contains 13606 members 
Mstep: Class 6 contains 6625 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60721 members 
Mstep: Class 9 contains 42560 members 
Mstep: Class 10 contains 22071 members 
Mstep: Class 11 contains 6053 members 
Mstep: Class 12 contains 17761 members 
Mstep: Class 13 contains 33098 members 
Mstep: Class 14 contains 2250 members 
Mstep: Class 15 contains 4209 members 
Mstep: Class 16 contains 1995 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189395 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19774 members 
Mstep: Class 21 contains 61481 members 
Mstep: Class 23 contains 75436 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760480.000000 Penalty: 77926.218750
Iteration 449Q: 24 clusters Score -1.047605e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26247 members 
Mstep: Class 3 contains 45203 members 
Mstep: Class 4 contains 217684 members 
Mstep: Class 5 contains 13605 members 
Mstep: Class 6 contains 6625 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60734 members 
Mstep: Class 9 contains 42560 members 
Mstep: Class 10 contains 22069 members 
Mstep: Class 11 contains 6051 members 
Mstep: Class 12 contains 17757 members 
Mstep: Class 13 contains 33097 members 
Mstep: Class 14 contains 2250 members 
Mstep: Class 15 contains 4210 members 
Mstep: Class 16 contains 1995 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189398 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19773 members 
Mstep: Class 21 contains 61472 members 
Mstep: Class 23 contains 75489 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760456.000000 Penalty: 77926.218750
Iteration 450Q: 24 clusters Score -1.047605e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26242 members 
Mstep: Class 3 contains 45205 members 
Mstep: Class 4 contains 217637 members 
Mstep: Class 5 contains 13604 members 
Mstep: Class 6 contains 6625 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60736 members 
Mstep: Class 9 contains 42561 members 
Mstep: Class 10 contains 22071 members 
Mstep: Class 11 contains 6049 members 
Mstep: Class 12 contains 17754 members 
Mstep: Class 13 contains 33101 members 
Mstep: Class 14 contains 2251 members 
Mstep: Class 15 contains 4210 members 
Mstep: Class 16 contains 1995 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189394 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19773 members 
Mstep: Class 21 contains 61463 members 
Mstep: Class 23 contains 75548 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760648.000000 Penalty: 77926.218750
Iteration 451Q: 24 clusters Score -1.047606e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26239 members 
Mstep: Class 3 contains 45196 members 
Mstep: Class 4 contains 217605 members 
Mstep: Class 5 contains 13606 members 
Mstep: Class 6 contains 6625 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60747 members 
Mstep: Class 9 contains 42559 members 
Mstep: Class 10 contains 22069 members 
Mstep: Class 11 contains 6046 members 
Mstep: Class 12 contains 17755 members 
Mstep: Class 13 contains 33102 members 
Mstep: Class 14 contains 2251 members 
Mstep: Class 15 contains 4210 members 
Mstep: Class 16 contains 1995 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189377 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19775 members 
Mstep: Class 21 contains 61456 members 
Mstep: Class 23 contains 75606 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760528.000000 Penalty: 77926.218750
Iteration 452Q: 24 clusters Score -1.047605e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26241 members 
Mstep: Class 3 contains 45193 members 
Mstep: Class 4 contains 217572 members 
Mstep: Class 5 contains 13605 members 
Mstep: Class 6 contains 6625 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60752 members 
Mstep: Class 9 contains 42556 members 
Mstep: Class 10 contains 22068 members 
Mstep: Class 11 contains 6045 members 
Mstep: Class 12 contains 17751 members 
Mstep: Class 13 contains 33106 members 
Mstep: Class 14 contains 2252 members 
Mstep: Class 15 contains 4210 members 
Mstep: Class 16 contains 1995 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189372 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19773 members 
Mstep: Class 21 contains 61443 members 
Mstep: Class 23 contains 75660 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760456.000000 Penalty: 77926.218750
Iteration 453Q: 24 clusters Score -1.047605e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26244 members 
Mstep: Class 3 contains 45190 members 
Mstep: Class 4 contains 217539 members 
Mstep: Class 5 contains 13606 members 
Mstep: Class 6 contains 6625 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60754 members 
Mstep: Class 9 contains 42556 members 
Mstep: Class 10 contains 22067 members 
Mstep: Class 11 contains 6044 members 
Mstep: Class 12 contains 17746 members 
Mstep: Class 13 contains 33108 members 
Mstep: Class 14 contains 2251 members 
Mstep: Class 15 contains 4209 members 
Mstep: Class 16 contains 1995 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189377 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19770 members 
Mstep: Class 21 contains 61428 members 
Mstep: Class 23 contains 75710 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760472.000000 Penalty: 77926.218750
Iteration 454Q: 24 clusters Score -1.047605e+08 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26249 members 
Mstep: Class 3 contains 45186 members 
Mstep: Class 4 contains 217498 members 
Mstep: Class 5 contains 13610 members 
Mstep: Class 6 contains 6625 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60756 members 
Mstep: Class 9 contains 42555 members 
Mstep: Class 10 contains 22066 members 
Mstep: Class 11 contains 6044 members 
Mstep: Class 12 contains 17741 members 
Mstep: Class 13 contains 33108 members 
Mstep: Class 14 contains 2252 members 
Mstep: Class 15 contains 4210 members 
Mstep: Class 16 contains 1999 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189375 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19764 members 
Mstep: Class 21 contains 61415 members 
Mstep: Class 23 contains 75766 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760608.000000 Penalty: 77926.218750
Iteration 455Q: 24 clusters Score -1.047606e+08 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26256 members 
Mstep: Class 3 contains 45182 members 
Mstep: Class 4 contains 217470 members 
Mstep: Class 5 contains 13614 members 
Mstep: Class 6 contains 6625 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60762 members 
Mstep: Class 9 contains 42553 members 
Mstep: Class 10 contains 22066 members 
Mstep: Class 11 contains 6043 members 
Mstep: Class 12 contains 17739 members 
Mstep: Class 13 contains 33109 members 
Mstep: Class 14 contains 2252 members 
Mstep: Class 15 contains 4210 members 
Mstep: Class 16 contains 2000 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189371 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19760 members 
Mstep: Class 21 contains 61404 members 
Mstep: Class 23 contains 75803 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760600.000000 Penalty: 77926.218750
Iteration 456Q: 24 clusters Score -1.047606e+08 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26266 members 
Mstep: Class 3 contains 45174 members 
Mstep: Class 4 contains 217416 members 
Mstep: Class 5 contains 13612 members 
Mstep: Class 6 contains 6625 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60766 members 
Mstep: Class 9 contains 42550 members 
Mstep: Class 10 contains 22069 members 
Mstep: Class 11 contains 6041 members 
Mstep: Class 12 contains 17735 members 
Mstep: Class 13 contains 33108 members 
Mstep: Class 14 contains 2249 members 
Mstep: Class 15 contains 4213 members 
Mstep: Class 16 contains 2002 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189377 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19755 members 
Mstep: Class 21 contains 61388 members 
Mstep: Class 23 contains 75873 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760688.000000 Penalty: 77926.218750
Iteration 457Q: 24 clusters Score -1.047607e+08 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26268 members 
Mstep: Class 3 contains 45171 members 
Mstep: Class 4 contains 217366 members 
Mstep: Class 5 contains 13613 members 
Mstep: Class 6 contains 6625 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60770 members 
Mstep: Class 9 contains 42549 members 
Mstep: Class 10 contains 22069 members 
Mstep: Class 11 contains 6041 members 
Mstep: Class 12 contains 17735 members 
Mstep: Class 13 contains 33105 members 
Mstep: Class 14 contains 2250 members 
Mstep: Class 15 contains 4213 members 
Mstep: Class 16 contains 2004 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189364 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19751 members 
Mstep: Class 21 contains 61372 members 
Mstep: Class 23 contains 75953 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760672.000000 Penalty: 77926.218750
Iteration 458Q: 24 clusters Score -1.047607e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26270 members 
Mstep: Class 3 contains 45165 members 
Mstep: Class 4 contains 217311 members 
Mstep: Class 5 contains 13614 members 
Mstep: Class 6 contains 6625 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60772 members 
Mstep: Class 9 contains 42551 members 
Mstep: Class 10 contains 22071 members 
Mstep: Class 11 contains 6040 members 
Mstep: Class 12 contains 17733 members 
Mstep: Class 13 contains 33104 members 
Mstep: Class 14 contains 2251 members 
Mstep: Class 15 contains 4213 members 
Mstep: Class 16 contains 2004 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189342 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19749 members 
Mstep: Class 21 contains 61354 members 
Mstep: Class 23 contains 76050 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760664.000000 Penalty: 77926.218750
Iteration 459Q: 24 clusters Score -1.047607e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26273 members 
Mstep: Class 3 contains 45164 members 
Mstep: Class 4 contains 217249 members 
Mstep: Class 5 contains 13615 members 
Mstep: Class 6 contains 6625 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60772 members 
Mstep: Class 9 contains 42552 members 
Mstep: Class 10 contains 22073 members 
Mstep: Class 11 contains 6039 members 
Mstep: Class 12 contains 17725 members 
Mstep: Class 13 contains 33099 members 
Mstep: Class 14 contains 2251 members 
Mstep: Class 15 contains 4216 members 
Mstep: Class 16 contains 2004 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189337 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19749 members 
Mstep: Class 21 contains 61344 members 
Mstep: Class 23 contains 76132 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760752.000000 Penalty: 77926.218750
Iteration 460F: 24 clusters Score -1.047608e+08 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26275 members 
Mstep: Class 3 contains 45162 members 
Mstep: Class 4 contains 217211 members 
Mstep: Class 5 contains 13618 members 
Mstep: Class 6 contains 6625 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60772 members 
Mstep: Class 9 contains 42546 members 
Mstep: Class 10 contains 22071 members 
Mstep: Class 11 contains 6037 members 
Mstep: Class 12 contains 17719 members 
Mstep: Class 13 contains 33097 members 
Mstep: Class 14 contains 2251 members 
Mstep: Class 15 contains 4217 members 
Mstep: Class 16 contains 2003 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189332 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19748 members 
Mstep: Class 21 contains 61329 members 
Mstep: Class 23 contains 76206 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760784.000000 Penalty: 77926.218750
Iteration 461Q: 24 clusters Score -1.047608e+08 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26282 members 
Mstep: Class 3 contains 45158 members 
Mstep: Class 4 contains 217181 members 
Mstep: Class 5 contains 13622 members 
Mstep: Class 6 contains 6625 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60765 members 
Mstep: Class 9 contains 42542 members 
Mstep: Class 10 contains 22069 members 
Mstep: Class 11 contains 6036 members 
Mstep: Class 12 contains 17709 members 
Mstep: Class 13 contains 33098 members 
Mstep: Class 14 contains 2249 members 
Mstep: Class 15 contains 4217 members 
Mstep: Class 16 contains 2003 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189325 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19750 members 
Mstep: Class 21 contains 61318 members 
Mstep: Class 23 contains 76270 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760920.000000 Penalty: 77926.218750
Iteration 462Q: 24 clusters Score -1.047609e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26284 members 
Mstep: Class 3 contains 45160 members 
Mstep: Class 4 contains 217171 members 
Mstep: Class 5 contains 13622 members 
Mstep: Class 6 contains 6625 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60759 members 
Mstep: Class 9 contains 42541 members 
Mstep: Class 10 contains 22067 members 
Mstep: Class 11 contains 6036 members 
Mstep: Class 12 contains 17702 members 
Mstep: Class 13 contains 33093 members 
Mstep: Class 14 contains 2249 members 
Mstep: Class 15 contains 4217 members 
Mstep: Class 16 contains 2003 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189322 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19754 members 
Mstep: Class 21 contains 61306 members 
Mstep: Class 23 contains 76308 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760928.000000 Penalty: 77926.218750
Iteration 463Q: 24 clusters Score -1.047609e+08 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26277 members 
Mstep: Class 3 contains 45158 members 
Mstep: Class 4 contains 217165 members 
Mstep: Class 5 contains 13621 members 
Mstep: Class 6 contains 6625 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60759 members 
Mstep: Class 9 contains 42537 members 
Mstep: Class 10 contains 22065 members 
Mstep: Class 11 contains 6036 members 
Mstep: Class 12 contains 17693 members 
Mstep: Class 13 contains 33089 members 
Mstep: Class 14 contains 2248 members 
Mstep: Class 15 contains 4217 members 
Mstep: Class 16 contains 2003 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189299 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19754 members 
Mstep: Class 21 contains 61300 members 
Mstep: Class 23 contains 76373 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760944.000000 Penalty: 77926.218750
Iteration 464Q: 24 clusters Score -1.047609e+08 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26271 members 
Mstep: Class 3 contains 45162 members 
Mstep: Class 4 contains 217125 members 
Mstep: Class 5 contains 13621 members 
Mstep: Class 6 contains 6625 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60750 members 
Mstep: Class 9 contains 42529 members 
Mstep: Class 10 contains 22064 members 
Mstep: Class 11 contains 6036 members 
Mstep: Class 12 contains 17695 members 
Mstep: Class 13 contains 33092 members 
Mstep: Class 14 contains 2248 members 
Mstep: Class 15 contains 4217 members 
Mstep: Class 16 contains 2003 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189288 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19755 members 
Mstep: Class 21 contains 61298 members 
Mstep: Class 23 contains 76440 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760800.000000 Penalty: 77926.218750
Iteration 465Q: 24 clusters Score -1.047608e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26270 members 
Mstep: Class 3 contains 45158 members 
Mstep: Class 4 contains 217078 members 
Mstep: Class 5 contains 13620 members 
Mstep: Class 6 contains 6626 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60749 members 
Mstep: Class 9 contains 42525 members 
Mstep: Class 10 contains 22065 members 
Mstep: Class 11 contains 6035 members 
Mstep: Class 12 contains 17696 members 
Mstep: Class 13 contains 33096 members 
Mstep: Class 14 contains 2247 members 
Mstep: Class 15 contains 4218 members 
Mstep: Class 16 contains 2003 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189292 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19754 members 
Mstep: Class 21 contains 61293 members 
Mstep: Class 23 contains 76494 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760784.000000 Penalty: 77926.218750
Iteration 466Q: 24 clusters Score -1.047608e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26269 members 
Mstep: Class 3 contains 45157 members 
Mstep: Class 4 contains 217055 members 
Mstep: Class 5 contains 13618 members 
Mstep: Class 6 contains 6626 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60742 members 
Mstep: Class 9 contains 42521 members 
Mstep: Class 10 contains 22067 members 
Mstep: Class 11 contains 6034 members 
Mstep: Class 12 contains 17695 members 
Mstep: Class 13 contains 33101 members 
Mstep: Class 14 contains 2247 members 
Mstep: Class 15 contains 4218 members 
Mstep: Class 16 contains 2003 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189286 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19757 members 
Mstep: Class 21 contains 61291 members 
Mstep: Class 23 contains 76532 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760776.000000 Penalty: 77926.218750
Iteration 467Q: 24 clusters Score -1.047608e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26269 members 
Mstep: Class 3 contains 45153 members 
Mstep: Class 4 contains 217020 members 
Mstep: Class 5 contains 13619 members 
Mstep: Class 6 contains 6626 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60737 members 
Mstep: Class 9 contains 42524 members 
Mstep: Class 10 contains 22071 members 
Mstep: Class 11 contains 6033 members 
Mstep: Class 12 contains 17696 members 
Mstep: Class 13 contains 33099 members 
Mstep: Class 14 contains 2247 members 
Mstep: Class 15 contains 4219 members 
Mstep: Class 16 contains 2003 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189288 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19755 members 
Mstep: Class 21 contains 61281 members 
Mstep: Class 23 contains 76579 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760832.000000 Penalty: 77926.218750
Iteration 468Q: 24 clusters Score -1.047608e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26269 members 
Mstep: Class 3 contains 45151 members 
Mstep: Class 4 contains 216992 members 
Mstep: Class 5 contains 13618 members 
Mstep: Class 6 contains 6626 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60738 members 
Mstep: Class 9 contains 42524 members 
Mstep: Class 10 contains 22070 members 
Mstep: Class 11 contains 6032 members 
Mstep: Class 12 contains 17693 members 
Mstep: Class 13 contains 33101 members 
Mstep: Class 14 contains 2247 members 
Mstep: Class 15 contains 4218 members 
Mstep: Class 16 contains 2003 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189277 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19757 members 
Mstep: Class 21 contains 61278 members 
Mstep: Class 23 contains 76625 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760904.000000 Penalty: 77926.218750
Iteration 469Q: 24 clusters Score -1.047609e+08 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26273 members 
Mstep: Class 3 contains 45150 members 
Mstep: Class 4 contains 216971 members 
Mstep: Class 5 contains 13618 members 
Mstep: Class 6 contains 6626 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60734 members 
Mstep: Class 9 contains 42521 members 
Mstep: Class 10 contains 22071 members 
Mstep: Class 11 contains 6030 members 
Mstep: Class 12 contains 17689 members 
Mstep: Class 13 contains 33106 members 
Mstep: Class 14 contains 2248 members 
Mstep: Class 15 contains 4218 members 
Mstep: Class 16 contains 2003 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189277 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19759 members 
Mstep: Class 21 contains 61272 members 
Mstep: Class 23 contains 76653 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760928.000000 Penalty: 77926.218750
Iteration 470Q: 24 clusters Score -1.047609e+08 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26277 members 
Mstep: Class 3 contains 45152 members 
Mstep: Class 4 contains 216964 members 
Mstep: Class 5 contains 13615 members 
Mstep: Class 6 contains 6626 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60732 members 
Mstep: Class 9 contains 42518 members 
Mstep: Class 10 contains 22072 members 
Mstep: Class 11 contains 6028 members 
Mstep: Class 12 contains 17687 members 
Mstep: Class 13 contains 33107 members 
Mstep: Class 14 contains 2249 members 
Mstep: Class 15 contains 4221 members 
Mstep: Class 16 contains 2002 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189254 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19766 members 
Mstep: Class 21 contains 61266 members 
Mstep: Class 23 contains 76683 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760864.000000 Penalty: 77926.218750
Iteration 471Q: 24 clusters Score -1.047609e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26274 members 
Mstep: Class 3 contains 45150 members 
Mstep: Class 4 contains 216973 members 
Mstep: Class 5 contains 13616 members 
Mstep: Class 6 contains 6626 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60738 members 
Mstep: Class 9 contains 42518 members 
Mstep: Class 10 contains 22071 members 
Mstep: Class 11 contains 6028 members 
Mstep: Class 12 contains 17685 members 
Mstep: Class 13 contains 33106 members 
Mstep: Class 14 contains 2250 members 
Mstep: Class 15 contains 4221 members 
Mstep: Class 16 contains 2003 members 
Mstep: Class 17 contains 2706 members 
Mstep: Class 18 contains 189221 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19768 members 
Mstep: Class 21 contains 61256 members 
Mstep: Class 23 contains 76715 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760968.000000 Penalty: 77926.218750
Iteration 472Q: 24 clusters Score -1.04761e+08 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26272 members 
Mstep: Class 3 contains 45145 members 
Mstep: Class 4 contains 216970 members 
Mstep: Class 5 contains 13616 members 
Mstep: Class 6 contains 6626 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60736 members 
Mstep: Class 9 contains 42517 members 
Mstep: Class 10 contains 22073 members 
Mstep: Class 11 contains 6026 members 
Mstep: Class 12 contains 17688 members 
Mstep: Class 13 contains 33106 members 
Mstep: Class 14 contains 2250 members 
Mstep: Class 15 contains 4224 members 
Mstep: Class 16 contains 2002 members 
Mstep: Class 17 contains 2707 members 
Mstep: Class 18 contains 189203 members 
Mstep: Class 19 contains 282 members 
Mstep: Class 20 contains 19770 members 
Mstep: Class 21 contains 61240 members 
Mstep: Class 23 contains 76754 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760928.000000 Penalty: 77926.218750
Iteration 473Q: 24 clusters Score -1.047609e+08 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 26276 members 
Mstep: Class 3 contains 45141 members 
Mstep: Class 4 contains 216951 members 
Mstep: Class 5 contains 13615 members 
Mstep: Class 6 contains 6626 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60737 members 
Mstep: Class 9 contains 42513 members 
Mstep: Class 10 contains 22072 members 
Mstep: Class 11 contains 6023 members 
Mstep: Class 12 contains 17690 members 
Mstep: Class 13 contains 33105 members 
Mstep: Class 14 contains 2249 members 
Mstep: Class 15 contains 4224 members 
Mstep: Class 16 contains 2003 members 
Mstep: Class 17 contains 2709 members 
Mstep: Class 18 contains 189194 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 19768 members 
Mstep: Class 21 contains 61235 members 
Mstep: Class 23 contains 76794 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761080.000000 Penalty: 77926.218750
Iteration 474Q: 24 clusters Score -1.047611e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 26274 members 
Mstep: Class 3 contains 45139 members 
Mstep: Class 4 contains 216945 members 
Mstep: Class 5 contains 13615 members 
Mstep: Class 6 contains 6626 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60745 members 
Mstep: Class 9 contains 42511 members 
Mstep: Class 10 contains 22071 members 
Mstep: Class 11 contains 6018 members 
Mstep: Class 12 contains 17686 members 
Mstep: Class 13 contains 33099 members 
Mstep: Class 14 contains 2248 members 
Mstep: Class 15 contains 4224 members 
Mstep: Class 16 contains 2003 members 
Mstep: Class 17 contains 2709 members 
Mstep: Class 18 contains 189177 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 19766 members 
Mstep: Class 21 contains 61232 members 
Mstep: Class 23 contains 76838 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761048.000000 Penalty: 77926.218750
Iteration 475Q: 24 clusters Score -1.04761e+08 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 26270 members 
Mstep: Class 3 contains 45140 members 
Mstep: Class 4 contains 216939 members 
Mstep: Class 5 contains 13614 members 
Mstep: Class 6 contains 6626 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60755 members 
Mstep: Class 9 contains 42511 members 
Mstep: Class 10 contains 22071 members 
Mstep: Class 11 contains 6017 members 
Mstep: Class 12 contains 17681 members 
Mstep: Class 13 contains 33099 members 
Mstep: Class 14 contains 2248 members 
Mstep: Class 15 contains 4224 members 
Mstep: Class 16 contains 2003 members 
Mstep: Class 17 contains 2709 members 
Mstep: Class 18 contains 189159 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 19766 members 
Mstep: Class 21 contains 61218 members 
Mstep: Class 23 contains 76877 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761064.000000 Penalty: 77926.218750
Iteration 476Q: 24 clusters Score -1.047611e+08 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 26265 members 
Mstep: Class 3 contains 45142 members 
Mstep: Class 4 contains 216933 members 
Mstep: Class 5 contains 13615 members 
Mstep: Class 6 contains 6626 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60759 members 
Mstep: Class 9 contains 42507 members 
Mstep: Class 10 contains 22070 members 
Mstep: Class 11 contains 6017 members 
Mstep: Class 12 contains 17680 members 
Mstep: Class 13 contains 33098 members 
Mstep: Class 14 contains 2248 members 
Mstep: Class 15 contains 4224 members 
Mstep: Class 16 contains 2003 members 
Mstep: Class 17 contains 2709 members 
Mstep: Class 18 contains 189150 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 19768 members 
Mstep: Class 21 contains 61206 members 
Mstep: Class 23 contains 76908 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761016.000000 Penalty: 77926.218750
Iteration 477Q: 24 clusters Score -1.04761e+08 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 26263 members 
Mstep: Class 3 contains 45139 members 
Mstep: Class 4 contains 216927 members 
Mstep: Class 5 contains 13615 members 
Mstep: Class 6 contains 6626 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60757 members 
Mstep: Class 9 contains 42505 members 
Mstep: Class 10 contains 22072 members 
Mstep: Class 11 contains 6016 members 
Mstep: Class 12 contains 17684 members 
Mstep: Class 13 contains 33094 members 
Mstep: Class 14 contains 2248 members 
Mstep: Class 15 contains 4224 members 
Mstep: Class 16 contains 2003 members 
Mstep: Class 17 contains 2709 members 
Mstep: Class 18 contains 189119 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 19776 members 
Mstep: Class 21 contains 61199 members 
Mstep: Class 23 contains 76952 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761008.000000 Penalty: 77926.218750
Iteration 478Q: 24 clusters Score -1.04761e+08 nChanged 162
Entering ConstructFrom: 
Score: -104761008.000000 Penalty: 77926.218750
Entering ConstructFrom: 
Trying to split cluster 1 (5459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Entering Unmasked Estep 
Score: -690461.687500 Penalty: 2134.045166
	Iteration 0F: 2 clusters Score -690461.7 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 2730 members 
Entering Unmasked Estep 
Score: -685673.875000 Penalty: 4268.090332
	Iteration 0F: 3 clusters Score -685673.9 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -686813.062500 Penalty: 4268.090332
	Iteration 1F: 3 clusters Score -686813.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -687025.250000 Penalty: 4268.090332
	Iteration 2F: 3 clusters Score -687025.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -687170.937500 Penalty: 4268.090332
	Iteration 3F: 3 clusters Score -687170.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -687270.812500 Penalty: 4268.090332
	Iteration 4Q: 3 clusters Score -687270.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -687348.437500 Penalty: 4268.090332
	Iteration 5Q: 3 clusters Score -687348.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -687416.375000 Penalty: 4268.090332
	Iteration 6Q: 3 clusters Score -687416.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -687465.000000 Penalty: 4268.090332
	Iteration 7Q: 3 clusters Score -687465 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -687499.437500 Penalty: 4268.090332
	Iteration 8Q: 3 clusters Score -687499.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -687529.500000 Penalty: 4268.090332
	Iteration 9Q: 3 clusters Score -687529.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -687557.187500 Penalty: 4268.090332
	Iteration 10Q: 3 clusters Score -687557.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -687581.500000 Penalty: 4268.090332
	Iteration 11Q: 3 clusters Score -687581.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -687609.125000 Penalty: 4268.090332
	Iteration 12Q: 3 clusters Score -687609.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -687639.687500 Penalty: 4268.090332
	Iteration 13Q: 3 clusters Score -687639.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -687665.812500 Penalty: 4268.090332
	Iteration 14Q: 3 clusters Score -687665.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -687694.875000 Penalty: 4268.090332
	Iteration 15Q: 3 clusters Score -687694.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -687735.312500 Penalty: 4268.090332
	Iteration 16Q: 3 clusters Score -687735.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -687778.375000 Penalty: 4268.090332
	Iteration 17Q: 3 clusters Score -687778.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -687823.625000 Penalty: 4268.090332
	Iteration 18Q: 3 clusters Score -687823.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -687868.562500 Penalty: 4268.090332
	Iteration 19Q: 3 clusters Score -687868.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -687926.437500 Penalty: 4268.090332
	Iteration 20F: 3 clusters Score -687926.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -687984.500000 Penalty: 4268.090332
	Iteration 21Q: 3 clusters Score -687984.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -688039.187500 Penalty: 4268.090332
	Iteration 22Q: 3 clusters Score -688039.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -688091.937500 Penalty: 4268.090332
	Iteration 23Q: 3 clusters Score -688091.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -688140.187500 Penalty: 4268.090332
	Iteration 24Q: 3 clusters Score -688140.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -688184.125000 Penalty: 4268.090332
	Iteration 25Q: 3 clusters Score -688184.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -688229.500000 Penalty: 4268.090332
	Iteration 26Q: 3 clusters Score -688229.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -688274.875000 Penalty: 4268.090332
	Iteration 27Q: 3 clusters Score -688274.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -688312.375000 Penalty: 4268.090332
	Iteration 28Q: 3 clusters Score -688312.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -688338.187500 Penalty: 4268.090332
	Iteration 29Q: 3 clusters Score -688338.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -688365.750000 Penalty: 4268.090332
	Iteration 30Q: 3 clusters Score -688365.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -688397.437500 Penalty: 4268.090332
	Iteration 31Q: 3 clusters Score -688397.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -688418.125000 Penalty: 4268.090332
	Iteration 32Q: 3 clusters Score -688418.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -688438.250000 Penalty: 4268.090332
	Iteration 33Q: 3 clusters Score -688438.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -688451.375000 Penalty: 4268.090332
	Iteration 34Q: 3 clusters Score -688451.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -688459.187500 Penalty: 4268.090332
	Iteration 35Q: 3 clusters Score -688459.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -688470.562500 Penalty: 4268.090332
	Iteration 36Q: 3 clusters Score -688470.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -688479.687500 Penalty: 4268.090332
	Iteration 37Q: 3 clusters Score -688479.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -688487.187500 Penalty: 4268.090332
	Iteration 38Q: 3 clusters Score -688487.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -688496.250000 Penalty: 4268.090332
	Iteration 39Q: 3 clusters Score -688496.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -688505.625000 Penalty: 4268.090332
	Iteration 40F: 3 clusters Score -688505.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -688516.875000 Penalty: 4268.090332
	Iteration 41Q: 3 clusters Score -688516.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -688523.187500 Penalty: 4268.090332
	Iteration 42Q: 3 clusters Score -688523.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -688526.250000 Penalty: 4268.090332
	Iteration 43Q: 3 clusters Score -688526.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -688527.937500 Penalty: 4268.090332
	Iteration 44Q: 3 clusters Score -688527.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -688530.500000 Penalty: 4268.090332
	Iteration 45Q: 3 clusters Score -688530.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -688532.312500 Penalty: 4268.090332
	Iteration 46Q: 3 clusters Score -688532.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -688534.250000 Penalty: 4268.090332
	Iteration 47Q: 3 clusters Score -688534.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -688535.625000 Penalty: 4268.090332
	Iteration 48Q: 3 clusters Score -688535.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -688541.500000 Penalty: 4268.090332
	Iteration 49Q: 3 clusters Score -688541.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -688542.812500 Penalty: 4268.090332
	Iteration 50Q: 3 clusters Score -688542.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -688546.812500 Penalty: 4268.090332
	Iteration 51Q: 3 clusters Score -688546.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -688550.000000 Penalty: 4268.090332
	Iteration 52Q: 3 clusters Score -688550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -688549.875000 Penalty: 4268.090332
	Iteration 53Q: 3 clusters Score -688549.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -688549.875000 Penalty: 4268.090332
	Iteration 54F: 3 clusters Score -688549.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (26261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26261 members 
Entering Unmasked Estep 
Score: -3311891.500000 Penalty: 2523.608398
	Iteration 0F: 2 clusters Score -3311892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -3293755.500000 Penalty: 5047.216797
	Iteration 0F: 3 clusters Score -3293756 nChanged 11709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -3300019.250000 Penalty: 5047.216797
	Iteration 1F: 3 clusters Score -3300019 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -3300460.000000 Penalty: 5047.216797
	Iteration 2Q: 3 clusters Score -3300460 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -3300880.500000 Penalty: 5047.216797
	Iteration 3Q: 3 clusters Score -3300880 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -3301272.000000 Penalty: 5047.216797
	Iteration 4Q: 3 clusters Score -3301272 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -3301801.750000 Penalty: 5047.216797
	Iteration 5Q: 3 clusters Score -3301802 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -3302558.000000 Penalty: 5047.216797
	Iteration 6F: 3 clusters Score -3302558 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -3303635.250000 Penalty: 5047.216797
	Iteration 7F: 3 clusters Score -3303635 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -3305053.750000 Penalty: 5047.216797
	Iteration 8F: 3 clusters Score -3305054 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -3306665.250000 Penalty: 5047.216797
	Iteration 9F: 3 clusters Score -3306665 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -3308036.250000 Penalty: 5047.216797
	Iteration 10F: 3 clusters Score -3308036 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -3308902.250000 Penalty: 5047.216797
	Iteration 11Q: 3 clusters Score -3308902 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3309391.750000 Penalty: 5047.216797
	Iteration 12Q: 3 clusters Score -3309392 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3309623.500000 Penalty: 5047.216797
	Iteration 13Q: 3 clusters Score -3309624 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3309724.750000 Penalty: 5047.216797
	Iteration 14Q: 3 clusters Score -3309725 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3309777.250000 Penalty: 5047.216797
	Iteration 15Q: 3 clusters Score -3309777 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3309806.500000 Penalty: 5047.216797
	Iteration 16Q: 3 clusters Score -3309806 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25846 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3309822.750000 Penalty: 5047.216797
	Iteration 17Q: 3 clusters Score -3309823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3309832.500000 Penalty: 5047.216797
	Iteration 18Q: 3 clusters Score -3309832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -3309839.000000 Penalty: 5047.216797
	Iteration 19Q: 3 clusters Score -3309839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3309840.500000 Penalty: 5047.216797
	Iteration 20F: 3 clusters Score -3309840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3309848.500000 Penalty: 5047.216797
	Iteration 21Q: 3 clusters Score -3309848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -3309859.000000 Penalty: 5047.216797
	Iteration 22Q: 3 clusters Score -3309859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3309869.000000 Penalty: 5047.216797
	Iteration 23Q: 3 clusters Score -3309869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -3309869.250000 Penalty: 5047.216797
	Iteration 24Q: 3 clusters Score -3309869 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3309874.500000 Penalty: 5047.216797
	Iteration 25Q: 3 clusters Score -3309874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3309872.500000 Penalty: 5047.216797
	Iteration 26Q: 3 clusters Score -3309872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25871 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3309872.500000 Penalty: 5047.216797
	Iteration 27F: 3 clusters Score -3309872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (45137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45137 members 
Entering Unmasked Estep 
Score: -5693798.500000 Penalty: 2657.929443
	Iteration 0F: 2 clusters Score -5693798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -5663271.000000 Penalty: 5315.858887
	Iteration 0F: 3 clusters Score -5663271 nChanged 20660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -5674661.500000 Penalty: 5315.858887
	Iteration 1F: 3 clusters Score -5674662 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -5675164.500000 Penalty: 5315.858887
	Iteration 2Q: 3 clusters Score -5675164 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 23268 members 
Entering Unmasked Estep 
Score: -5675666.000000 Penalty: 5315.858887
	Iteration 3Q: 3 clusters Score -5675666 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 23556 members 
Entering Unmasked Estep 
Score: -5676196.500000 Penalty: 5315.858887
	Iteration 4Q: 3 clusters Score -5676196 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -5676832.500000 Penalty: 5315.858887
	Iteration 5Q: 3 clusters Score -5676832 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -5677555.500000 Penalty: 5315.858887
	Iteration 6Q: 3 clusters Score -5677556 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -5678462.000000 Penalty: 5315.858887
	Iteration 7Q: 3 clusters Score -5678462 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 26342 members 
Entering Unmasked Estep 
Score: -5679561.500000 Penalty: 5315.858887
	Iteration 8Q: 3 clusters Score -5679562 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -5680849.500000 Penalty: 5315.858887
	Iteration 9Q: 3 clusters Score -5680850 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 28378 members 
Entering Unmasked Estep 
Score: -5682194.500000 Penalty: 5315.858887
	Iteration 10F: 3 clusters Score -5682194 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 29308 members 
Entering Unmasked Estep 
Score: -5683484.000000 Penalty: 5315.858887
	Iteration 11Q: 3 clusters Score -5683484 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 30000 members 
Entering Unmasked Estep 
Score: -5684525.000000 Penalty: 5315.858887
	Iteration 12Q: 3 clusters Score -5684525 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -5685318.000000 Penalty: 5315.858887
	Iteration 13Q: 3 clusters Score -5685318 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
Score: -5685809.500000 Penalty: 5315.858887
	Iteration 14Q: 3 clusters Score -5685810 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
Score: -5686181.000000 Penalty: 5315.858887
	Iteration 15Q: 3 clusters Score -5686181 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 31569 members 
Entering Unmasked Estep 
Score: -5686490.500000 Penalty: 5315.858887
	Iteration 16Q: 3 clusters Score -5686490 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 31928 members 
Entering Unmasked Estep 
Score: -5686689.000000 Penalty: 5315.858887
	Iteration 17Q: 3 clusters Score -5686689 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -5686915.500000 Penalty: 5315.858887
	Iteration 18Q: 3 clusters Score -5686916 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
Score: -5687171.000000 Penalty: 5315.858887
	Iteration 19Q: 3 clusters Score -5687171 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 33174 members 
Entering Unmasked Estep 
Score: -5687441.500000 Penalty: 5315.858887
	Iteration 20F: 3 clusters Score -5687442 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 33634 members 
Entering Unmasked Estep 
Score: -5687731.500000 Penalty: 5315.858887
	Iteration 21Q: 3 clusters Score -5687732 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 34086 members 
Entering Unmasked Estep 
Score: -5688066.000000 Penalty: 5315.858887
	Iteration 22Q: 3 clusters Score -5688066 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 34538 members 
Entering Unmasked Estep 
Score: -5688382.500000 Penalty: 5315.858887
	Iteration 23Q: 3 clusters Score -5688382 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 35016 members 
Entering Unmasked Estep 
Score: -5688750.000000 Penalty: 5315.858887
	Iteration 24Q: 3 clusters Score -5688750 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 35486 members 
Entering Unmasked Estep 
Score: -5689046.000000 Penalty: 5315.858887
	Iteration 25Q: 3 clusters Score -5689046 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -5689326.000000 Penalty: 5315.858887
	Iteration 26Q: 3 clusters Score -5689326 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 36362 members 
Entering Unmasked Estep 
Score: -5689501.000000 Penalty: 5315.858887
	Iteration 27Q: 3 clusters Score -5689501 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -5689686.000000 Penalty: 5315.858887
	Iteration 28Q: 3 clusters Score -5689686 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -5689806.000000 Penalty: 5315.858887
	Iteration 29Q: 3 clusters Score -5689806 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 37431 members 
Entering Unmasked Estep 
Score: -5689934.500000 Penalty: 5315.858887
	Iteration 30Q: 3 clusters Score -5689934 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 37756 members 
Entering Unmasked Estep 
Score: -5690072.000000 Penalty: 5315.858887
	Iteration 31Q: 3 clusters Score -5690072 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 38080 members 
Entering Unmasked Estep 
Score: -5690164.500000 Penalty: 5315.858887
	Iteration 32Q: 3 clusters Score -5690164 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 38389 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5690240 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 38682 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5690323 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 38959 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5690428 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 39229 members 
Entering Unmasked Estep 
Score: -5690515.500000 Penalty: 5315.858887
	Iteration 36Q: 3 clusters Score -5690516 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 39482 members 
Entering Unmasked Estep 
Score: -5690591.500000 Penalty: 5315.858887
	Iteration 37Q: 3 clusters Score -5690592 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 39696 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5690648 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
Score: -5690701.000000 Penalty: 5315.858887
	Iteration 39Q: 3 clusters Score -5690701 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
Score: -5690749.500000 Penalty: 5315.858887
	Iteration 40F: 3 clusters Score -5690750 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 40302 members 
Entering Unmasked Estep 
Score: -5690795.500000 Penalty: 5315.858887
	Iteration 41Q: 3 clusters Score -5690796 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 40496 members 
Entering Unmasked Estep 
Score: -5690844.500000 Penalty: 5315.858887
	Iteration 42Q: 3 clusters Score -5690844 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 40672 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5690880 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 40821 members 
Entering Unmasked Estep 
Score: -5690919.000000 Penalty: 5315.858887
	Iteration 44Q: 3 clusters Score -5690919 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 40948 members 
Entering Unmasked Estep 
Score: -5690928.500000 Penalty: 5315.858887
	Iteration 45Q: 3 clusters Score -5690928 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 41059 members 
Entering Unmasked Estep 
Score: -5690962.500000 Penalty: 5315.858887
	Iteration 46Q: 3 clusters Score -5690962 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 41158 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5690977 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 41259 members 
Entering Unmasked Estep 
Score: -5690999.000000 Penalty: 5315.858887
	Iteration 48Q: 3 clusters Score -5690999 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 41351 members 
Entering Unmasked Estep 
Score: -5691010.500000 Penalty: 5315.858887
	Iteration 49Q: 3 clusters Score -5691010 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 41458 members 
Entering Unmasked Estep 
Score: -5691037.000000 Penalty: 5315.858887
	Iteration 50Q: 3 clusters Score -5691037 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 41563 members 
Entering Unmasked Estep 
Score: -5691073.500000 Penalty: 5315.858887
	Iteration 51Q: 3 clusters Score -5691074 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -5691072.000000 Penalty: 5315.858887
	Iteration 52Q: 3 clusters Score -5691072 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 41753 members 
Entering Unmasked Estep 
Score: -5691096.000000 Penalty: 5315.858887
	Iteration 53Q: 3 clusters Score -5691096 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 41845 members 
Entering Unmasked Estep 
Score: -5691125.500000 Penalty: 5315.858887
	Iteration 54Q: 3 clusters Score -5691126 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 41917 members 
Entering Unmasked Estep 
Score: -5691152.000000 Penalty: 5315.858887
	Iteration 55Q: 3 clusters Score -5691152 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 41978 members 
Entering Unmasked Estep 
Score: -5691170.000000 Penalty: 5315.858887
	Iteration 56Q: 3 clusters Score -5691170 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 42031 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5691171 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 42071 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5691182 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 42114 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -5691188 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -5691213.000000 Penalty: 5315.858887
	Iteration 60F: 3 clusters Score -5691213 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 42216 members 
Entering Unmasked Estep 
Score: -5691227.500000 Penalty: 5315.858887
	Iteration 61Q: 3 clusters Score -5691228 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 42265 members 
Entering Unmasked Estep 
Score: -5691243.500000 Penalty: 5315.858887
	Iteration 62Q: 3 clusters Score -5691244 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 42308 members 
Entering Unmasked Estep 
Score: -5691253.000000 Penalty: 5315.858887
	Iteration 63Q: 3 clusters Score -5691253 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -5691262.500000 Penalty: 5315.858887
	Iteration 64Q: 3 clusters Score -5691262 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 42396 members 
Entering Unmasked Estep 
Score: -5691273.500000 Penalty: 5315.858887
	Iteration 65Q: 3 clusters Score -5691274 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 42432 members 
Entering Unmasked Estep 
Score: -5691287.000000 Penalty: 5315.858887
	Iteration 66Q: 3 clusters Score -5691287 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 42463 members 
Entering Unmasked Estep 
Score: -5691278.500000 Penalty: 5315.858887
	Iteration 67Q: 3 clusters Score -5691278 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 42492 members 
Entering Unmasked Estep 
Score: -5691302.000000 Penalty: 5315.858887
	Iteration 68Q: 3 clusters Score -5691302 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 42527 members 
Entering Unmasked Estep 
Score: -5691304.000000 Penalty: 5315.858887
	Iteration 69Q: 3 clusters Score -5691304 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 42555 members 
Entering Unmasked Estep 
Score: -5691305.500000 Penalty: 5315.858887
	Iteration 70Q: 3 clusters Score -5691306 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 42586 members 
Entering Unmasked Estep 
Score: -5691309.500000 Penalty: 5315.858887
	Iteration 71Q: 3 clusters Score -5691310 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 42610 members 
Entering Unmasked Estep 
Score: -5691310.500000 Penalty: 5315.858887
	Iteration 72Q: 3 clusters Score -5691310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 42632 members 
Entering Unmasked Estep 
Score: -5691327.500000 Penalty: 5315.858887
	Iteration 73Q: 3 clusters Score -5691328 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 42654 members 
Entering Unmasked Estep 
Score: -5691322.500000 Penalty: 5315.858887
	Iteration 74Q: 3 clusters Score -5691322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 42667 members 
Entering Unmasked Estep 
Score: -5691326.500000 Penalty: 5315.858887
	Iteration 75Q: 3 clusters Score -5691326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 42680 members 
Entering Unmasked Estep 
Score: -5691320.000000 Penalty: 5315.858887
	Iteration 76Q: 3 clusters Score -5691320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 42686 members 
Entering Unmasked Estep 
Score: -5691318.500000 Penalty: 5315.858887
	Iteration 77Q: 3 clusters Score -5691318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 42696 members 
Entering Unmasked Estep 
Score: -5691338.500000 Penalty: 5315.858887
	Iteration 78Q: 3 clusters Score -5691338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 42710 members 
Entering Unmasked Estep 
Score: -5691331.500000 Penalty: 5315.858887
	Iteration 79Q: 3 clusters Score -5691332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 42723 members 
Entering Unmasked Estep 
Score: -5691340.000000 Penalty: 5315.858887
	Iteration 80F: 3 clusters Score -5691340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 42735 members 
Entering Unmasked Estep 
Score: -5691350.500000 Penalty: 5315.858887
	Iteration 81Q: 3 clusters Score -5691350 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 42744 members 
Entering Unmasked Estep 
Score: -5691344.000000 Penalty: 5315.858887
	Iteration 82Q: 3 clusters Score -5691344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 42754 members 
Entering Unmasked Estep 
Score: -5691343.000000 Penalty: 5315.858887
	Iteration 83Q: 3 clusters Score -5691343 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 42760 members 
Entering Unmasked Estep 
Score: -5691337.000000 Penalty: 5315.858887
	Iteration 84Q: 3 clusters Score -5691337 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 42765 members 
Entering Unmasked Estep 
Score: -5691334.500000 Penalty: 5315.858887
	Iteration 85Q: 3 clusters Score -5691334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 42768 members 
Entering Unmasked Estep 
Score: -5691336.500000 Penalty: 5315.858887
	Iteration 86Q: 3 clusters Score -5691336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 42772 members 
Entering Unmasked Estep 
Score: -5691334.000000 Penalty: 5315.858887
	Iteration 87Q: 3 clusters Score -5691334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 42777 members 
Entering Unmasked Estep 
Score: -5691340.500000 Penalty: 5315.858887
	Iteration 88Q: 3 clusters Score -5691340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 42781 members 
Entering Unmasked Estep 
Score: -5691342.000000 Penalty: 5315.858887
	Iteration 89Q: 3 clusters Score -5691342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 42787 members 
Entering Unmasked Estep 
Score: -5691345.000000 Penalty: 5315.858887
	Iteration 90Q: 3 clusters Score -5691345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 42793 members 
Entering Unmasked Estep 
Score: -5691355.000000 Penalty: 5315.858887
	Iteration 91Q: 3 clusters Score -5691355 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 42798 members 
Entering Unmasked Estep 
Score: -5691360.000000 Penalty: 5315.858887
	Iteration 92Q: 3 clusters Score -5691360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 42799 members 
Entering Unmasked Estep 
Score: -5691354.000000 Penalty: 5315.858887
	Iteration 93Q: 3 clusters Score -5691354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 42802 members 
Entering Unmasked Estep 
Score: -5691352.000000 Penalty: 5315.858887
	Iteration 94Q: 3 clusters Score -5691352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 42806 members 
Entering Unmasked Estep 
Score: -5691353.000000 Penalty: 5315.858887
	Iteration 95Q: 3 clusters Score -5691353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 42808 members 
Entering Unmasked Estep 
Score: -5691353.500000 Penalty: 5315.858887
	Iteration 96Q: 3 clusters Score -5691354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 42813 members 
Entering Unmasked Estep 
Score: -5691349.500000 Penalty: 5315.858887
	Iteration 97Q: 3 clusters Score -5691350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 42821 members 
Entering Unmasked Estep 
Score: -5691348.500000 Penalty: 5315.858887
	Iteration 98Q: 3 clusters Score -5691348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 42826 members 
Entering Unmasked Estep 
Score: -5691353.500000 Penalty: 5315.858887
	Iteration 99Q: 3 clusters Score -5691354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 42832 members 
Entering Unmasked Estep 
Score: -5691358.500000 Penalty: 5315.858887
	Iteration 100F: 3 clusters Score -5691358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 42836 members 
Entering Unmasked Estep 
Score: -5691363.000000 Penalty: 5315.858887
	Iteration 101Q: 3 clusters Score -5691363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 42839 members 
Entering Unmasked Estep 
Score: -5691356.500000 Penalty: 5315.858887
	Iteration 102Q: 3 clusters Score -5691356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 42844 members 
Entering Unmasked Estep 
Score: -5691362.000000 Penalty: 5315.858887
	Iteration 103Q: 3 clusters Score -5691362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 42850 members 
Entering Unmasked Estep 
Score: -5691363.000000 Penalty: 5315.858887
	Iteration 104Q: 3 clusters Score -5691363 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 42855 members 
Entering Unmasked Estep 
Score: -5691358.500000 Penalty: 5315.858887
	Iteration 105Q: 3 clusters Score -5691358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 42857 members 
Entering Unmasked Estep 
Score: -5691357.500000 Penalty: 5315.858887
	Iteration 106Q: 3 clusters Score -5691358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 42858 members 
Entering Unmasked Estep 
Score: -5691355.500000 Penalty: 5315.858887
	Iteration 107Q: 3 clusters Score -5691356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 42859 members 
Entering Unmasked Estep 
Score: -5691356.000000 Penalty: 5315.858887
	Iteration 108Q: 3 clusters Score -5691356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 42860 members 
Entering Unmasked Estep 
Score: -5691360.500000 Penalty: 5315.858887
	Iteration 109Q: 3 clusters Score -5691360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 42861 members 
Entering Unmasked Estep 
Score: -5691364.000000 Penalty: 5315.858887
	Iteration 110Q: 3 clusters Score -5691364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 42861 members 
Entering Unmasked Estep 
Score: -5691364.000000 Penalty: 5315.858887
	Iteration 111F: 3 clusters Score -5691364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (216942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 216942 members 
Entering Unmasked Estep 
Score: -26947682.000000 Penalty: 3047.271484
	Iteration 0F: 2 clusters Score -2.694768e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108465 members 
Mstep: Class 2 contains 108477 members 
Entering Unmasked Estep 
Score: -26806062.000000 Penalty: 6094.542969
	Iteration 0F: 3 clusters Score -2.680606e+07 nChanged 104795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107640 members 
Mstep: Class 2 contains 109302 members 
Entering Unmasked Estep 
Score: -26868712.000000 Penalty: 6094.542969
	Iteration 1F: 3 clusters Score -2.686871e+07 nChanged 7056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107486 members 
Mstep: Class 2 contains 109456 members 
Entering Unmasked Estep 
Score: -26870744.000000 Penalty: 6094.542969
	Iteration 2Q: 3 clusters Score -2.687074e+07 nChanged 7993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107371 members 
Mstep: Class 2 contains 109571 members 
Entering Unmasked Estep 
Score: -26873578.000000 Penalty: 6094.542969
	Iteration 3Q: 3 clusters Score -2.687358e+07 nChanged 9141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107310 members 
Mstep: Class 2 contains 109632 members 
Entering Unmasked Estep 
Score: -26877316.000000 Penalty: 6094.542969
	Iteration 4Q: 3 clusters Score -2.687732e+07 nChanged 10511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107337 members 
Mstep: Class 2 contains 109605 members 
Entering Unmasked Estep 
Score: -26882534.000000 Penalty: 6094.542969
	Iteration 5Q: 3 clusters Score -2.688253e+07 nChanged 12174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107583 members 
Mstep: Class 2 contains 109359 members 
Entering Unmasked Estep 
Score: -26890330.000000 Penalty: 6094.542969
	Iteration 6F: 3 clusters Score -2.689033e+07 nChanged 13623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108038 members 
Mstep: Class 2 contains 108904 members 
Entering Unmasked Estep 
Score: -26900198.000000 Penalty: 6094.542969
	Iteration 7F: 3 clusters Score -2.69002e+07 nChanged 13781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108597 members 
Mstep: Class 2 contains 108345 members 
Entering Unmasked Estep 
Score: -26909548.000000 Penalty: 6094.542969
	Iteration 8F: 3 clusters Score -2.690955e+07 nChanged 11603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109146 members 
Mstep: Class 2 contains 107796 members 
Entering Unmasked Estep 
Score: -26915294.000000 Penalty: 6094.542969
	Iteration 9F: 3 clusters Score -2.691529e+07 nChanged 7974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109666 members 
Mstep: Class 2 contains 107276 members 
Entering Unmasked Estep 
Score: -26917980.000000 Penalty: 6094.542969
	Iteration 10Q: 3 clusters Score -2.691798e+07 nChanged 4772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110250 members 
Mstep: Class 2 contains 106692 members 
Entering Unmasked Estep 
Score: -26919132.000000 Penalty: 6094.542969
	Iteration 11Q: 3 clusters Score -2.691913e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110933 members 
Mstep: Class 2 contains 106009 members 
Entering Unmasked Estep 
Score: -26919656.000000 Penalty: 6094.542969
	Iteration 12Q: 3 clusters Score -2.691966e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111800 members 
Mstep: Class 2 contains 105142 members 
Entering Unmasked Estep 
Score: -26920098.000000 Penalty: 6094.542969
	Iteration 13Q: 3 clusters Score -2.69201e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112847 members 
Mstep: Class 2 contains 104095 members 
Entering Unmasked Estep 
Score: -26920422.000000 Penalty: 6094.542969
	Iteration 14Q: 3 clusters Score -2.692042e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114043 members 
Mstep: Class 2 contains 102899 members 
Entering Unmasked Estep 
Score: -26921028.000000 Penalty: 6094.542969
	Iteration 15Q: 3 clusters Score -2.692103e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115280 members 
Mstep: Class 2 contains 101662 members 
Entering Unmasked Estep 
Score: -26921308.000000 Penalty: 6094.542969
	Iteration 16Q: 3 clusters Score -2.692131e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116665 members 
Mstep: Class 2 contains 100277 members 
Entering Unmasked Estep 
Score: -26921640.000000 Penalty: 6094.542969
	Iteration 17Q: 3 clusters Score -2.692164e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118199 members 
Mstep: Class 2 contains 98743 members 
Entering Unmasked Estep 
Score: -26922050.000000 Penalty: 6094.542969
	Iteration 18Q: 3 clusters Score -2.692205e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119835 members 
Mstep: Class 2 contains 97107 members 
Entering Unmasked Estep 
Score: -26922500.000000 Penalty: 6094.542969
	Iteration 19Q: 3 clusters Score -2.69225e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121541 members 
Mstep: Class 2 contains 95401 members 
Entering Unmasked Estep 
Score: -26923100.000000 Penalty: 6094.542969
	Iteration 20F: 3 clusters Score -2.69231e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123509 members 
Mstep: Class 2 contains 93433 members 
Entering Unmasked Estep 
Score: -26923674.000000 Penalty: 6094.542969
	Iteration 21Q: 3 clusters Score -2.692367e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125710 members 
Mstep: Class 2 contains 91232 members 
Entering Unmasked Estep 
Score: -26924484.000000 Penalty: 6094.542969
	Iteration 22Q: 3 clusters Score -2.692448e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128084 members 
Mstep: Class 2 contains 88858 members 
Entering Unmasked Estep 
Score: -26925464.000000 Penalty: 6094.542969
	Iteration 23Q: 3 clusters Score -2.692546e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130687 members 
Mstep: Class 2 contains 86255 members 
Entering Unmasked Estep 
Score: -26926316.000000 Penalty: 6094.542969
	Iteration 24Q: 3 clusters Score -2.692632e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133499 members 
Mstep: Class 2 contains 83443 members 
Entering Unmasked Estep 
Score: -26927258.000000 Penalty: 6094.542969
	Iteration 25Q: 3 clusters Score -2.692726e+07 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136631 members 
Mstep: Class 2 contains 80311 members 
Entering Unmasked Estep 
Score: -26928648.000000 Penalty: 6094.542969
	Iteration 26Q: 3 clusters Score -2.692865e+07 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140003 members 
Mstep: Class 2 contains 76939 members 
Entering Unmasked Estep 
Score: -26930012.000000 Penalty: 6094.542969
	Iteration 27Q: 3 clusters Score -2.693001e+07 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143403 members 
Mstep: Class 2 contains 73539 members 
Entering Unmasked Estep 
Score: -26931654.000000 Penalty: 6094.542969
	Iteration 28Q: 3 clusters Score -2.693165e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146846 members 
Mstep: Class 2 contains 70096 members 
Entering Unmasked Estep 
Score: -26933122.000000 Penalty: 6094.542969
	Iteration 29Q: 3 clusters Score -2.693312e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150177 members 
Mstep: Class 2 contains 66765 members 
Entering Unmasked Estep 
Score: -26934482.000000 Penalty: 6094.542969
	Iteration 30Q: 3 clusters Score -2.693448e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153448 members 
Mstep: Class 2 contains 63494 members 
Entering Unmasked Estep 
Score: -26935944.000000 Penalty: 6094.542969
	Iteration 31Q: 3 clusters Score -2.693594e+07 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156630 members 
Mstep: Class 2 contains 60312 members 
Entering Unmasked Estep 
Score: -26937076.000000 Penalty: 6094.542969
	Iteration 32Q: 3 clusters Score -2.693708e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159771 members 
Mstep: Class 2 contains 57171 members 
Entering Unmasked Estep 
Score: -26938150.000000 Penalty: 6094.542969
	Iteration 33Q: 3 clusters Score -2.693815e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162870 members 
Mstep: Class 2 contains 54072 members 
Entering Unmasked Estep 
Score: -26939064.000000 Penalty: 6094.542969
	Iteration 34Q: 3 clusters Score -2.693906e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165818 members 
Mstep: Class 2 contains 51124 members 
Entering Unmasked Estep 
Score: -26939824.000000 Penalty: 6094.542969
	Iteration 35Q: 3 clusters Score -2.693982e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168772 members 
Mstep: Class 2 contains 48170 members 
Entering Unmasked Estep 
Score: -26940440.000000 Penalty: 6094.542969
	Iteration 36Q: 3 clusters Score -2.694044e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171602 members 
Mstep: Class 2 contains 45340 members 
Entering Unmasked Estep 
Score: -26940900.000000 Penalty: 6094.542969
	Iteration 37Q: 3 clusters Score -2.69409e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174335 members 
Mstep: Class 2 contains 42607 members 
Entering Unmasked Estep 
Score: -26941408.000000 Penalty: 6094.542969
	Iteration 38Q: 3 clusters Score -2.694141e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176912 members 
Mstep: Class 2 contains 40030 members 
Entering Unmasked Estep 
Score: -26942080.000000 Penalty: 6094.542969
	Iteration 39Q: 3 clusters Score -2.694208e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179521 members 
Mstep: Class 2 contains 37421 members 
Entering Unmasked Estep 
Score: -26942862.000000 Penalty: 6094.542969
	Iteration 40F: 3 clusters Score -2.694286e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182251 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -26943372.000000 Penalty: 6094.542969
	Iteration 41Q: 3 clusters Score -2.694337e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184840 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -26943858.000000 Penalty: 6094.542969
	Iteration 42Q: 3 clusters Score -2.694386e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187353 members 
Mstep: Class 2 contains 29589 members 
Entering Unmasked Estep 
Score: -26944418.000000 Penalty: 6094.542969
	Iteration 43Q: 3 clusters Score -2.694442e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189843 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -26944924.000000 Penalty: 6094.542969
	Iteration 44Q: 3 clusters Score -2.694492e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192137 members 
Mstep: Class 2 contains 24805 members 
Entering Unmasked Estep 
Score: -26945386.000000 Penalty: 6094.542969
	Iteration 45Q: 3 clusters Score -2.694539e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194440 members 
Mstep: Class 2 contains 22502 members 
Entering Unmasked Estep 
Score: -26945804.000000 Penalty: 6094.542969
	Iteration 46Q: 3 clusters Score -2.69458e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196583 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
Score: -26946062.000000 Penalty: 6094.542969
	Iteration 47Q: 3 clusters Score -2.694606e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198684 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -26946468.000000 Penalty: 6094.542969
	Iteration 48Q: 3 clusters Score -2.694647e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200798 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -26946832.000000 Penalty: 6094.542969
	Iteration 49Q: 3 clusters Score -2.694683e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202718 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -26947032.000000 Penalty: 6094.542969
	Iteration 50Q: 3 clusters Score -2.694703e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204564 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -26947258.000000 Penalty: 6094.542969
	Iteration 51Q: 3 clusters Score -2.694726e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206211 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -26947388.000000 Penalty: 6094.542969
	Iteration 52Q: 3 clusters Score -2.694739e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207690 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -26947212.000000 Penalty: 6094.542969
	Iteration 53Q: 3 clusters Score -2.694721e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209016 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -26947158.000000 Penalty: 6094.542969
	Iteration 54Q: 3 clusters Score -2.694716e+07 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210144 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -26947026.000000 Penalty: 6094.542969
	Iteration 55Q: 3 clusters Score -2.694703e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211081 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -26947056.000000 Penalty: 6094.542969
	Iteration 56Q: 3 clusters Score -2.694706e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211889 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -26947202.000000 Penalty: 6094.542969
	Iteration 57Q: 3 clusters Score -2.69472e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212547 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -26947156.000000 Penalty: 6094.542969
	Iteration 58Q: 3 clusters Score -2.694716e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213072 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -26947010.000000 Penalty: 6094.542969
	Iteration 59Q: 3 clusters Score -2.694701e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213470 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -26946900.000000 Penalty: 6094.542969
	Iteration 60F: 3 clusters Score -2.69469e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213838 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -26946804.000000 Penalty: 6094.542969
	Iteration 61Q: 3 clusters Score -2.69468e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214109 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -26946720.000000 Penalty: 6094.542969
	Iteration 62Q: 3 clusters Score -2.694672e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214352 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -26946658.000000 Penalty: 6094.542969
	Iteration 63Q: 3 clusters Score -2.694666e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214565 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -26946648.000000 Penalty: 6094.542969
	Iteration 64Q: 3 clusters Score -2.694665e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214742 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -26946608.000000 Penalty: 6094.542969
	Iteration 65Q: 3 clusters Score -2.694661e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214887 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -26946578.000000 Penalty: 6094.542969
	Iteration 66Q: 3 clusters Score -2.694658e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214987 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -26946540.000000 Penalty: 6094.542969
	Iteration 67Q: 3 clusters Score -2.694654e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215074 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -26946494.000000 Penalty: 6094.542969
	Iteration 68Q: 3 clusters Score -2.694649e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215140 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -26946496.000000 Penalty: 6094.542969
	Iteration 69Q: 3 clusters Score -2.69465e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215200 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -26946496.000000 Penalty: 6094.542969
	Iteration 70Q: 3 clusters Score -2.69465e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215245 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -26946486.000000 Penalty: 6094.542969
	Iteration 71Q: 3 clusters Score -2.694649e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215280 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -26946544.000000 Penalty: 6094.542969
	Iteration 72Q: 3 clusters Score -2.694654e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215311 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -26946568.000000 Penalty: 6094.542969
	Iteration 73Q: 3 clusters Score -2.694657e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215335 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -26946502.000000 Penalty: 6094.542969
	Iteration 74Q: 3 clusters Score -2.69465e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215350 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -26946526.000000 Penalty: 6094.542969
	Iteration 75Q: 3 clusters Score -2.694653e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215370 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -26946504.000000 Penalty: 6094.542969
	Iteration 76Q: 3 clusters Score -2.69465e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215388 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -26946502.000000 Penalty: 6094.542969
	Iteration 77Q: 3 clusters Score -2.69465e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215404 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -26946482.000000 Penalty: 6094.542969
	Iteration 78Q: 3 clusters Score -2.694648e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215418 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -26946490.000000 Penalty: 6094.542969
	Iteration 79Q: 3 clusters Score -2.694649e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215421 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -26946470.000000 Penalty: 6094.542969
	Iteration 80F: 3 clusters Score -2.694647e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215428 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -26946468.000000 Penalty: 6094.542969
	Iteration 81Q: 3 clusters Score -2.694647e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215434 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -26946478.000000 Penalty: 6094.542969
	Iteration 82Q: 3 clusters Score -2.694648e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215447 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -26946468.000000 Penalty: 6094.542969
	Iteration 83Q: 3 clusters Score -2.694647e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215463 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -26946492.000000 Penalty: 6094.542969
	Iteration 84Q: 3 clusters Score -2.694649e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215482 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -26946470.000000 Penalty: 6094.542969
	Iteration 85Q: 3 clusters Score -2.694647e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215498 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -26946458.000000 Penalty: 6094.542969
	Iteration 86Q: 3 clusters Score -2.694646e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215514 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -26946448.000000 Penalty: 6094.542969
	Iteration 87Q: 3 clusters Score -2.694645e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215527 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -26946446.000000 Penalty: 6094.542969
	Iteration 88Q: 3 clusters Score -2.694645e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215543 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -26946438.000000 Penalty: 6094.542969
	Iteration 89Q: 3 clusters Score -2.694644e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215558 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -26946434.000000 Penalty: 6094.542969
	Iteration 90Q: 3 clusters Score -2.694643e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215574 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -26946422.000000 Penalty: 6094.542969
	Iteration 91Q: 3 clusters Score -2.694642e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215589 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -26946392.000000 Penalty: 6094.542969
	Iteration 92Q: 3 clusters Score -2.694639e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215598 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -26946410.000000 Penalty: 6094.542969
	Iteration 93Q: 3 clusters Score -2.694641e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215608 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -26946394.000000 Penalty: 6094.542969
	Iteration 94Q: 3 clusters Score -2.694639e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215615 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -26946390.000000 Penalty: 6094.542969
	Iteration 95Q: 3 clusters Score -2.694639e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215619 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -26946394.000000 Penalty: 6094.542969
	Iteration 96Q: 3 clusters Score -2.694639e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215623 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -26946410.000000 Penalty: 6094.542969
	Iteration 97Q: 3 clusters Score -2.694641e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215625 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -26946402.000000 Penalty: 6094.542969
	Iteration 98Q: 3 clusters Score -2.69464e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215627 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -26946390.000000 Penalty: 6094.542969
	Iteration 99Q: 3 clusters Score -2.694639e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215628 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -26946398.000000 Penalty: 6094.542969
	Iteration 100F: 3 clusters Score -2.69464e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215631 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -26946392.000000 Penalty: 6094.542969
	Iteration 101Q: 3 clusters Score -2.694639e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215632 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -26946392.000000 Penalty: 6094.542969
	Iteration 102Q: 3 clusters Score -2.694639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215635 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -26946382.000000 Penalty: 6094.542969
	Iteration 103Q: 3 clusters Score -2.694638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215635 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -26946390.000000 Penalty: 6094.542969
	Iteration 104Q: 3 clusters Score -2.694639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215635 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -26946416.000000 Penalty: 6094.542969
	Iteration 105Q: 3 clusters Score -2.694642e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215635 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -26946416.000000 Penalty: 6094.542969
	Iteration 106F: 3 clusters Score -2.694642e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (13615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Entering Unmasked Estep 
Score: -1697116.875000 Penalty: 2360.694092
	Iteration 0F: 2 clusters Score -1697117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1687152.875000 Penalty: 4721.388184
	Iteration 0F: 3 clusters Score -1687153 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1690461.500000 Penalty: 4721.388184
	Iteration 1F: 3 clusters Score -1690462 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1690953.125000 Penalty: 4721.388184
	Iteration 2F: 3 clusters Score -1690953 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1691410.500000 Penalty: 4721.388184
	Iteration 3F: 3 clusters Score -1691410 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1691901.875000 Penalty: 4721.388184
	Iteration 4F: 3 clusters Score -1691902 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1692376.875000 Penalty: 4721.388184
	Iteration 5F: 3 clusters Score -1692377 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1692852.375000 Penalty: 4721.388184
	Iteration 6F: 3 clusters Score -1692852 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1693292.000000 Penalty: 4721.388184
	Iteration 7Q: 3 clusters Score -1693292 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1693673.875000 Penalty: 4721.388184
	Iteration 8Q: 3 clusters Score -1693674 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1694007.875000 Penalty: 4721.388184
	Iteration 9Q: 3 clusters Score -1694008 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1694239.750000 Penalty: 4721.388184
	Iteration 10Q: 3 clusters Score -1694240 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1694397.125000 Penalty: 4721.388184
	Iteration 11Q: 3 clusters Score -1694397 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1694555.500000 Penalty: 4721.388184
	Iteration 12Q: 3 clusters Score -1694556 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1694668.375000 Penalty: 4721.388184
	Iteration 13Q: 3 clusters Score -1694668 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1694757.500000 Penalty: 4721.388184
	Iteration 14Q: 3 clusters Score -1694758 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1694848.375000 Penalty: 4721.388184
	Iteration 15Q: 3 clusters Score -1694848 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1694911.875000 Penalty: 4721.388184
	Iteration 16Q: 3 clusters Score -1694912 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1694965.500000 Penalty: 4721.388184
	Iteration 17Q: 3 clusters Score -1694966 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1695014.750000 Penalty: 4721.388184
	Iteration 18Q: 3 clusters Score -1695015 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12370 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1695039.375000 Penalty: 4721.388184
	Iteration 19Q: 3 clusters Score -1695039 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1695071.000000 Penalty: 4721.388184
	Iteration 20F: 3 clusters Score -1695071 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1695103.875000 Penalty: 4721.388184
	Iteration 21Q: 3 clusters Score -1695104 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1695130.875000 Penalty: 4721.388184
	Iteration 22Q: 3 clusters Score -1695131 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1695166.250000 Penalty: 4721.388184
	Iteration 23Q: 3 clusters Score -1695166 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -1695191.125000 Penalty: 4721.388184
	Iteration 24Q: 3 clusters Score -1695191 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1695210.625000 Penalty: 4721.388184
	Iteration 25Q: 3 clusters Score -1695211 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1695221.750000 Penalty: 4721.388184
	Iteration 26Q: 3 clusters Score -1695222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1695232.625000 Penalty: 4721.388184
	Iteration 27Q: 3 clusters Score -1695233 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1695244.500000 Penalty: 4721.388184
	Iteration 28Q: 3 clusters Score -1695244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1695246.750000 Penalty: 4721.388184
	Iteration 29Q: 3 clusters Score -1695247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1695258.125000 Penalty: 4721.388184
	Iteration 30Q: 3 clusters Score -1695258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1695265.625000 Penalty: 4721.388184
	Iteration 31Q: 3 clusters Score -1695266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1695268.750000 Penalty: 4721.388184
	Iteration 32Q: 3 clusters Score -1695269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1695272.625000 Penalty: 4721.388184
	Iteration 33Q: 3 clusters Score -1695273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1695271.000000 Penalty: 4721.388184
	Iteration 34Q: 3 clusters Score -1695271 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1695273.750000 Penalty: 4721.388184
	Iteration 35Q: 3 clusters Score -1695274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1695276.125000 Penalty: 4721.388184
	Iteration 36Q: 3 clusters Score -1695276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1695275.750000 Penalty: 4721.388184
	Iteration 37Q: 3 clusters Score -1695276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1695274.875000 Penalty: 4721.388184
	Iteration 38Q: 3 clusters Score -1695275 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1695277.125000 Penalty: 4721.388184
	Iteration 39Q: 3 clusters Score -1695277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1695277.125000 Penalty: 4721.388184
	Iteration 40F: 3 clusters Score -1695277 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Entering Unmasked Estep 
Score: -839550.062500 Penalty: 2182.091553
	Iteration 0F: 2 clusters Score -839550.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -834048.312500 Penalty: 4364.183105
	Iteration 0F: 3 clusters Score -834048.3 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -835473.812500 Penalty: 4364.183105
	Iteration 1F: 3 clusters Score -835473.8 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -835666.812500 Penalty: 4364.183105
	Iteration 2F: 3 clusters Score -835666.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -835794.812500 Penalty: 4364.183105
	Iteration 3Q: 3 clusters Score -835794.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -835887.250000 Penalty: 4364.183105
	Iteration 4Q: 3 clusters Score -835887.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -835963.687500 Penalty: 4364.183105
	Iteration 5Q: 3 clusters Score -835963.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -836021.875000 Penalty: 4364.183105
	Iteration 6Q: 3 clusters Score -836021.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -836077.937500 Penalty: 4364.183105
	Iteration 7Q: 3 clusters Score -836077.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -836121.625000 Penalty: 4364.183105
	Iteration 8Q: 3 clusters Score -836121.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -836170.312500 Penalty: 4364.183105
	Iteration 9Q: 3 clusters Score -836170.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -836209.875000 Penalty: 4364.183105
	Iteration 10Q: 3 clusters Score -836209.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -836248.625000 Penalty: 4364.183105
	Iteration 11Q: 3 clusters Score -836248.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -836298.250000 Penalty: 4364.183105
	Iteration 12Q: 3 clusters Score -836298.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -836363.000000 Penalty: 4364.183105
	Iteration 13Q: 3 clusters Score -836363 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -836430.125000 Penalty: 4364.183105
	Iteration 14Q: 3 clusters Score -836430.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -836499.187500 Penalty: 4364.183105
	Iteration 15Q: 3 clusters Score -836499.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -836590.687500 Penalty: 4364.183105
	Iteration 16Q: 3 clusters Score -836590.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -836687.875000 Penalty: 4364.183105
	Iteration 17Q: 3 clusters Score -836687.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -836787.937500 Penalty: 4364.183105
	Iteration 18Q: 3 clusters Score -836787.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -836909.062500 Penalty: 4364.183105
	Iteration 19Q: 3 clusters Score -836909.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -837019.437500 Penalty: 4364.183105
	Iteration 20F: 3 clusters Score -837019.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -837116.000000 Penalty: 4364.183105
	Iteration 21Q: 3 clusters Score -837116 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -837209.875000 Penalty: 4364.183105
	Iteration 22Q: 3 clusters Score -837209.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -837298.500000 Penalty: 4364.183105
	Iteration 23Q: 3 clusters Score -837298.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -837376.812500 Penalty: 4364.183105
	Iteration 24Q: 3 clusters Score -837376.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -837449.625000 Penalty: 4364.183105
	Iteration 25Q: 3 clusters Score -837449.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -837508.875000 Penalty: 4364.183105
	Iteration 26Q: 3 clusters Score -837508.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -837558.500000 Penalty: 4364.183105
	Iteration 27Q: 3 clusters Score -837558.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -837605.687500 Penalty: 4364.183105
	Iteration 28Q: 3 clusters Score -837605.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -837642.125000 Penalty: 4364.183105
	Iteration 29Q: 3 clusters Score -837642.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -837669.312500 Penalty: 4364.183105
	Iteration 30Q: 3 clusters Score -837669.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -837690.562500 Penalty: 4364.183105
	Iteration 31Q: 3 clusters Score -837690.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -837699.937500 Penalty: 4364.183105
	Iteration 32Q: 3 clusters Score -837699.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -837708.000000 Penalty: 4364.183105
	Iteration 33Q: 3 clusters Score -837708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -837714.687500 Penalty: 4364.183105
	Iteration 34Q: 3 clusters Score -837714.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -837718.937500 Penalty: 4364.183105
	Iteration 35Q: 3 clusters Score -837718.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -837718.562500 Penalty: 4364.183105
	Iteration 36Q: 3 clusters Score -837718.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -837718.562500 Penalty: 4364.183105
	Iteration 37F: 3 clusters Score -837718.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Entering Unmasked Estep 
Score: -163896.328125 Penalty: 1798.509277
	Iteration 0F: 2 clusters Score -163896.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -161777.703125 Penalty: 3597.018555
	Iteration 0F: 3 clusters Score -161777.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -162422.625000 Penalty: 3597.018555
	Iteration 1F: 3 clusters Score -162422.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -162792.171875 Penalty: 3597.018555
	Iteration 2F: 3 clusters Score -162792.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -163031.437500 Penalty: 3597.018555
	Iteration 3F: 3 clusters Score -163031.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -163195.234375 Penalty: 3597.018555
	Iteration 4F: 3 clusters Score -163195.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -163323.984375 Penalty: 3597.018555
	Iteration 5Q: 3 clusters Score -163324 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -163385.406250 Penalty: 3597.018555
	Iteration 6Q: 3 clusters Score -163385.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -163418.781250 Penalty: 3597.018555
	Iteration 7Q: 3 clusters Score -163418.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -163461.718750 Penalty: 3597.018555
	Iteration 8Q: 3 clusters Score -163461.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -163480.546875 Penalty: 3597.018555
	Iteration 9Q: 3 clusters Score -163480.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -163486.765625 Penalty: 3597.018555
	Iteration 10Q: 3 clusters Score -163486.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -163489.218750 Penalty: 3597.018555
	Iteration 11Q: 3 clusters Score -163489.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -163492.265625 Penalty: 3597.018555
	Iteration 12Q: 3 clusters Score -163492.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -163500.687500 Penalty: 3597.018555
	Iteration 13Q: 3 clusters Score -163500.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -163507.953125 Penalty: 3597.018555
	Iteration 14Q: 3 clusters Score -163508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -163512.171875 Penalty: 3597.018555
	Iteration 15Q: 3 clusters Score -163512.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -163518.031250 Penalty: 3597.018555
	Iteration 16Q: 3 clusters Score -163518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -163527.515625 Penalty: 3597.018555
	Iteration 17Q: 3 clusters Score -163527.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -163532.343750 Penalty: 3597.018555
	Iteration 18Q: 3 clusters Score -163532.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -163533.984375 Penalty: 3597.018555
	Iteration 19Q: 3 clusters Score -163534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -163535.406250 Penalty: 3597.018555
	Iteration 20F: 3 clusters Score -163535.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -163537.312500 Penalty: 3597.018555
	Iteration 21Q: 3 clusters Score -163537.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -163537.312500 Penalty: 3597.018555
	Iteration 22F: 3 clusters Score -163537.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (60756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60756 members 
Entering Unmasked Estep 
Score: -7674165.000000 Penalty: 2731.625977
	Iteration 0F: 2 clusters Score -7674165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 30277 members 
Entering Unmasked Estep 
Score: -7633306.500000 Penalty: 5463.251953
	Iteration 0F: 3 clusters Score -7633306 nChanged 28292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -7649209.500000 Penalty: 5463.251953
	Iteration 1F: 3 clusters Score -7649210 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 29082 members 
Entering Unmasked Estep 
Score: -7649750.500000 Penalty: 5463.251953
	Iteration 2Q: 3 clusters Score -7649750 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 28444 members 
Entering Unmasked Estep 
Score: -7650345.500000 Penalty: 5463.251953
	Iteration 3Q: 3 clusters Score -7650346 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33250 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -7650935.000000 Penalty: 5463.251953
	Iteration 4Q: 3 clusters Score -7650935 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34539 members 
Mstep: Class 2 contains 26217 members 
Entering Unmasked Estep 
Score: -7651710.000000 Penalty: 5463.251953
	Iteration 5Q: 3 clusters Score -7651710 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36380 members 
Mstep: Class 2 contains 24376 members 
Entering Unmasked Estep 
Score: -7652734.000000 Penalty: 5463.251953
	Iteration 6Q: 3 clusters Score -7652734 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38816 members 
Mstep: Class 2 contains 21940 members 
Entering Unmasked Estep 
Score: -7654222.500000 Penalty: 5463.251953
	Iteration 7Q: 3 clusters Score -7654222 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41979 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -7656399.500000 Penalty: 5463.251953
	Iteration 8F: 3 clusters Score -7656400 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45694 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -7659188.000000 Penalty: 5463.251953
	Iteration 9F: 3 clusters Score -7659188 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49757 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -7662531.000000 Penalty: 5463.251953
	Iteration 10F: 3 clusters Score -7662531 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53535 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -7665751.500000 Penalty: 5463.251953
	Iteration 11F: 3 clusters Score -7665752 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56554 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -7668398.000000 Penalty: 5463.251953
	Iteration 12Q: 3 clusters Score -7668398 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58450 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -7669966.000000 Penalty: 5463.251953
	Iteration 13Q: 3 clusters Score -7669966 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59513 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -7670852.500000 Penalty: 5463.251953
	Iteration 14Q: 3 clusters Score -7670852 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60008 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -7671296.000000 Penalty: 5463.251953
	Iteration 15Q: 3 clusters Score -7671296 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60232 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -7671531.500000 Penalty: 5463.251953
	Iteration 16Q: 3 clusters Score -7671532 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60332 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -7671643.000000 Penalty: 5463.251953
	Iteration 17Q: 3 clusters Score -7671643 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60375 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -7671678.500000 Penalty: 5463.251953
	Iteration 18Q: 3 clusters Score -7671678 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60398 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7671699.000000 Penalty: 5463.251953
	Iteration 19Q: 3 clusters Score -7671699 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60420 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -7671712.500000 Penalty: 5463.251953
	Iteration 20F: 3 clusters Score -7671712 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60434 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -7671736.500000 Penalty: 5463.251953
	Iteration 21Q: 3 clusters Score -7671736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60441 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -7671733.000000 Penalty: 5463.251953
	Iteration 22Q: 3 clusters Score -7671733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60444 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -7671744.500000 Penalty: 5463.251953
	Iteration 23Q: 3 clusters Score -7671744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60448 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -7671744.500000 Penalty: 5463.251953
	Iteration 24Q: 3 clusters Score -7671744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60447 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -7671749.500000 Penalty: 5463.251953
	Iteration 25Q: 3 clusters Score -7671750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60448 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -7671749.000000 Penalty: 5463.251953
	Iteration 26Q: 3 clusters Score -7671749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60452 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -7671758.000000 Penalty: 5463.251953
	Iteration 27Q: 3 clusters Score -7671758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60458 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -7671768.500000 Penalty: 5463.251953
	Iteration 28Q: 3 clusters Score -7671768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60465 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -7671777.500000 Penalty: 5463.251953
	Iteration 29Q: 3 clusters Score -7671778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60472 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -7671787.000000 Penalty: 5463.251953
	Iteration 30Q: 3 clusters Score -7671787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60478 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -7671793.000000 Penalty: 5463.251953
	Iteration 31Q: 3 clusters Score -7671793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60478 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -7671799.000000 Penalty: 5463.251953
	Iteration 32Q: 3 clusters Score -7671799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60477 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -7671801.000000 Penalty: 5463.251953
	Iteration 33Q: 3 clusters Score -7671801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60477 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -7671801.000000 Penalty: 5463.251953
	Iteration 34F: 3 clusters Score -7671801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (42502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42502 members 
Entering Unmasked Estep 
Score: -5364993.000000 Penalty: 2643.011963
	Iteration 0F: 2 clusters Score -5364993 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -5336212.000000 Penalty: 5286.023926
	Iteration 0F: 3 clusters Score -5336212 nChanged 19410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -5347023.500000 Penalty: 5286.023926
	Iteration 1F: 3 clusters Score -5347024 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23394 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -5347502.500000 Penalty: 5286.023926
	Iteration 2Q: 3 clusters Score -5347502 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -5348020.500000 Penalty: 5286.023926
	Iteration 3Q: 3 clusters Score -5348020 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -5348820.000000 Penalty: 5286.023926
	Iteration 4Q: 3 clusters Score -5348820 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -5349996.000000 Penalty: 5286.023926
	Iteration 5F: 3 clusters Score -5349996 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -5352045.500000 Penalty: 5286.023926
	Iteration 6F: 3 clusters Score -5352046 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34284 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -5355007.000000 Penalty: 5286.023926
	Iteration 7F: 3 clusters Score -5355007 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -5358102.000000 Penalty: 5286.023926
	Iteration 8F: 3 clusters Score -5358102 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40038 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -5360452.000000 Penalty: 5286.023926
	Iteration 9F: 3 clusters Score -5360452 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41338 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -5361726.500000 Penalty: 5286.023926
	Iteration 10Q: 3 clusters Score -5361726 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41851 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -5362257.500000 Penalty: 5286.023926
	Iteration 11Q: 3 clusters Score -5362258 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -5362500.500000 Penalty: 5286.023926
	Iteration 12Q: 3 clusters Score -5362500 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -5362582.000000 Penalty: 5286.023926
	Iteration 13Q: 3 clusters Score -5362582 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42139 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -5362625.000000 Penalty: 5286.023926
	Iteration 14Q: 3 clusters Score -5362625 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5362664.000000 Penalty: 5286.023926
	Iteration 15Q: 3 clusters Score -5362664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42168 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -5362673.500000 Penalty: 5286.023926
	Iteration 16Q: 3 clusters Score -5362674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42173 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5362693.500000 Penalty: 5286.023926
	Iteration 17Q: 3 clusters Score -5362694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42175 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -5362698.500000 Penalty: 5286.023926
	Iteration 18Q: 3 clusters Score -5362698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5362702.500000 Penalty: 5286.023926
	Iteration 19Q: 3 clusters Score -5362702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42176 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5362702.500000 Penalty: 5286.023926
	Iteration 20F: 3 clusters Score -5362702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Entering Unmasked Estep 
Score: -2658479.750000 Penalty: 2480.511963
	Iteration 0F: 2 clusters Score -2658480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -2643204.000000 Penalty: 4961.023926
	Iteration 0F: 3 clusters Score -2643204 nChanged 9621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -2648319.500000 Penalty: 4961.023926
	Iteration 1F: 3 clusters Score -2648320 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 10498 members 
Entering Unmasked Estep 
Score: -2648691.750000 Penalty: 4961.023926
	Iteration 2F: 3 clusters Score -2648692 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -2648994.250000 Penalty: 4961.023926
	Iteration 3Q: 3 clusters Score -2648994 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -2649286.500000 Penalty: 4961.023926
	Iteration 4Q: 3 clusters Score -2649286 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -2649620.750000 Penalty: 4961.023926
	Iteration 5Q: 3 clusters Score -2649621 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -2650077.500000 Penalty: 4961.023926
	Iteration 6Q: 3 clusters Score -2650078 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -2650655.000000 Penalty: 4961.023926
	Iteration 7Q: 3 clusters Score -2650655 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -2651384.250000 Penalty: 4961.023926
	Iteration 8F: 3 clusters Score -2651384 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -2652305.000000 Penalty: 4961.023926
	Iteration 9F: 3 clusters Score -2652305 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -2653344.750000 Penalty: 4961.023926
	Iteration 10F: 3 clusters Score -2653345 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2654329.750000 Penalty: 4961.023926
	Iteration 11F: 3 clusters Score -2654330 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2655091.250000 Penalty: 4961.023926
	Iteration 12Q: 3 clusters Score -2655091 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2655651.500000 Penalty: 4961.023926
	Iteration 13Q: 3 clusters Score -2655652 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2655989.500000 Penalty: 4961.023926
	Iteration 14Q: 3 clusters Score -2655990 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2656158.750000 Penalty: 4961.023926
	Iteration 15Q: 3 clusters Score -2656159 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -2656264.000000 Penalty: 4961.023926
	Iteration 16Q: 3 clusters Score -2656264 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -2656329.000000 Penalty: 4961.023926
	Iteration 17Q: 3 clusters Score -2656329 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -2656361.750000 Penalty: 4961.023926
	Iteration 18Q: 3 clusters Score -2656362 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -2656394.500000 Penalty: 4961.023926
	Iteration 19Q: 3 clusters Score -2656394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2656404.500000 Penalty: 4961.023926
	Iteration 20F: 3 clusters Score -2656404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2656416.750000 Penalty: 4961.023926
	Iteration 21Q: 3 clusters Score -2656417 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2656428.750000 Penalty: 4961.023926
	Iteration 22Q: 3 clusters Score -2656429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -2656438.750000 Penalty: 4961.023926
	Iteration 23Q: 3 clusters Score -2656439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2656439.500000 Penalty: 4961.023926
	Iteration 24Q: 3 clusters Score -2656440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21713 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2656443.250000 Penalty: 4961.023926
	Iteration 25Q: 3 clusters Score -2656443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2656441.750000 Penalty: 4961.023926
	Iteration 26Q: 3 clusters Score -2656442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2656441.000000 Penalty: 4961.023926
	Iteration 27Q: 3 clusters Score -2656441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2656443.000000 Penalty: 4961.023926
	Iteration 28Q: 3 clusters Score -2656443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -2656443.000000 Penalty: 4961.023926
	Iteration 29F: 3 clusters Score -2656443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Entering Unmasked Estep 
Score: -709712.437500 Penalty: 2158.140137
	Iteration 0F: 2 clusters Score -709712.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -704610.125000 Penalty: 4316.280273
	Iteration 0F: 3 clusters Score -704610.1 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -705928.000000 Penalty: 4316.280273
	Iteration 1F: 3 clusters Score -705928 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -706235.000000 Penalty: 4316.280273
	Iteration 2F: 3 clusters Score -706235 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -706516.000000 Penalty: 4316.280273
	Iteration 3F: 3 clusters Score -706516 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -706775.375000 Penalty: 4316.280273
	Iteration 4F: 3 clusters Score -706775.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -707043.000000 Penalty: 4316.280273
	Iteration 5F: 3 clusters Score -707043 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -707300.750000 Penalty: 4316.280273
	Iteration 6F: 3 clusters Score -707300.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -707546.437500 Penalty: 4316.280273
	Iteration 7F: 3 clusters Score -707546.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -707767.437500 Penalty: 4316.280273
	Iteration 8Q: 3 clusters Score -707767.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -707935.375000 Penalty: 4316.280273
	Iteration 9Q: 3 clusters Score -707935.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -708052.500000 Penalty: 4316.280273
	Iteration 10Q: 3 clusters Score -708052.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -708114.500000 Penalty: 4316.280273
	Iteration 11Q: 3 clusters Score -708114.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -708156.062500 Penalty: 4316.280273
	Iteration 12Q: 3 clusters Score -708156.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -708186.125000 Penalty: 4316.280273
	Iteration 13Q: 3 clusters Score -708186.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -708210.875000 Penalty: 4316.280273
	Iteration 14Q: 3 clusters Score -708210.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -708234.625000 Penalty: 4316.280273
	Iteration 15Q: 3 clusters Score -708234.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -708249.687500 Penalty: 4316.280273
	Iteration 16Q: 3 clusters Score -708249.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -708258.000000 Penalty: 4316.280273
	Iteration 17Q: 3 clusters Score -708258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -708267.125000 Penalty: 4316.280273
	Iteration 18Q: 3 clusters Score -708267.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -708270.000000 Penalty: 4316.280273
	Iteration 19Q: 3 clusters Score -708270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -708271.937500 Penalty: 4316.280273
	Iteration 20F: 3 clusters Score -708271.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -708273.562500 Penalty: 4316.280273
	Iteration 21Q: 3 clusters Score -708273.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -708275.562500 Penalty: 4316.280273
	Iteration 22Q: 3 clusters Score -708275.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -708276.625000 Penalty: 4316.280273
	Iteration 23Q: 3 clusters Score -708276.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -708278.312500 Penalty: 4316.280273
	Iteration 24Q: 3 clusters Score -708278.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -708279.437500 Penalty: 4316.280273
	Iteration 25Q: 3 clusters Score -708279.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -708281.687500 Penalty: 4316.280273
	Iteration 26Q: 3 clusters Score -708281.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -708281.000000 Penalty: 4316.280273
	Iteration 27Q: 3 clusters Score -708281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -708283.500000 Penalty: 4316.280273
	Iteration 28Q: 3 clusters Score -708283.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -708284.625000 Penalty: 4316.280273
	Iteration 29Q: 3 clusters Score -708284.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -708286.875000 Penalty: 4316.280273
	Iteration 30Q: 3 clusters Score -708286.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -708290.375000 Penalty: 4316.280273
	Iteration 31Q: 3 clusters Score -708290.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -708290.562500 Penalty: 4316.280273
	Iteration 32Q: 3 clusters Score -708290.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -708291.062500 Penalty: 4316.280273
	Iteration 33Q: 3 clusters Score -708291.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -708293.125000 Penalty: 4316.280273
	Iteration 34Q: 3 clusters Score -708293.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -708294.687500 Penalty: 4316.280273
	Iteration 35Q: 3 clusters Score -708294.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -708292.812500 Penalty: 4316.280273
	Iteration 36Q: 3 clusters Score -708292.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -708292.812500 Penalty: 4316.280273
	Iteration 37F: 3 clusters Score -708292.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (17681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Entering Unmasked Estep 
Score: -2238404.250000 Penalty: 2425.500977
	Iteration 0F: 2 clusters Score -2238404 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -2225856.750000 Penalty: 4851.001953
	Iteration 0F: 3 clusters Score -2225857 nChanged 7776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -2230075.000000 Penalty: 4851.001953
	Iteration 1F: 3 clusters Score -2230075 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -2230472.250000 Penalty: 4851.001953
	Iteration 2F: 3 clusters Score -2230472 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -2230808.250000 Penalty: 4851.001953
	Iteration 3Q: 3 clusters Score -2230808 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2231112.750000 Penalty: 4851.001953
	Iteration 4Q: 3 clusters Score -2231113 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -2231434.000000 Penalty: 4851.001953
	Iteration 5Q: 3 clusters Score -2231434 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -2231819.500000 Penalty: 4851.001953
	Iteration 6Q: 3 clusters Score -2231820 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -2232274.000000 Penalty: 4851.001953
	Iteration 7Q: 3 clusters Score -2232274 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -2232900.750000 Penalty: 4851.001953
	Iteration 8F: 3 clusters Score -2232901 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -2233639.250000 Penalty: 4851.001953
	Iteration 9F: 3 clusters Score -2233639 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -2234382.000000 Penalty: 4851.001953
	Iteration 10F: 3 clusters Score -2234382 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -2234987.750000 Penalty: 4851.001953
	Iteration 11Q: 3 clusters Score -2234988 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -2235418.000000 Penalty: 4851.001953
	Iteration 12Q: 3 clusters Score -2235418 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -2235682.750000 Penalty: 4851.001953
	Iteration 13Q: 3 clusters Score -2235683 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -2235879.500000 Penalty: 4851.001953
	Iteration 14Q: 3 clusters Score -2235880 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -2236014.000000 Penalty: 4851.001953
	Iteration 15Q: 3 clusters Score -2236014 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 17191 members 
Entering Unmasked Estep 
Score: -2236097.500000 Penalty: 4851.001953
	Iteration 16Q: 3 clusters Score -2236098 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 17236 members 
Entering Unmasked Estep 
Score: -2236152.250000 Penalty: 4851.001953
	Iteration 17Q: 3 clusters Score -2236152 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -2236195.250000 Penalty: 4851.001953
	Iteration 18Q: 3 clusters Score -2236195 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -2236216.750000 Penalty: 4851.001953
	Iteration 19Q: 3 clusters Score -2236217 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -2236233.000000 Penalty: 4851.001953
	Iteration 20F: 3 clusters Score -2236233 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -2236252.250000 Penalty: 4851.001953
	Iteration 21Q: 3 clusters Score -2236252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -2236265.250000 Penalty: 4851.001953
	Iteration 22Q: 3 clusters Score -2236265 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -2236280.750000 Penalty: 4851.001953
	Iteration 23Q: 3 clusters Score -2236281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -2236284.500000 Penalty: 4851.001953
	Iteration 24Q: 3 clusters Score -2236284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -2236292.250000 Penalty: 4851.001953
	Iteration 25Q: 3 clusters Score -2236292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -2236297.500000 Penalty: 4851.001953
	Iteration 26Q: 3 clusters Score -2236298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -2236298.750000 Penalty: 4851.001953
	Iteration 27Q: 3 clusters Score -2236299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -2236297.750000 Penalty: 4851.001953
	Iteration 28Q: 3 clusters Score -2236298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -2236299.250000 Penalty: 4851.001953
	Iteration 29Q: 3 clusters Score -2236299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -2236300.000000 Penalty: 4851.001953
	Iteration 30Q: 3 clusters Score -2236300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -2236300.500000 Penalty: 4851.001953
	Iteration 31Q: 3 clusters Score -2236300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -2236300.500000 Penalty: 4851.001953
	Iteration 32F: 3 clusters Score -2236300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (33093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33093 members 
Entering Unmasked Estep 
Score: -4151893.250000 Penalty: 2580.955078
	Iteration 0F: 2 clusters Score -4151893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -4129359.250000 Penalty: 5161.910156
	Iteration 0F: 3 clusters Score -4129359 nChanged 14934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -4137235.250000 Penalty: 5161.910156
	Iteration 1F: 3 clusters Score -4137235 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -4137660.500000 Penalty: 5161.910156
	Iteration 2Q: 3 clusters Score -4137660 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -4137987.750000 Penalty: 5161.910156
	Iteration 3Q: 3 clusters Score -4137988 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -4138300.250000 Penalty: 5161.910156
	Iteration 4Q: 3 clusters Score -4138300 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15504 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -4138547.000000 Penalty: 5161.910156
	Iteration 5Q: 3 clusters Score -4138547 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -4138828.250000 Penalty: 5161.910156
	Iteration 6Q: 3 clusters Score -4138828 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -4139125.500000 Penalty: 5161.910156
	Iteration 7Q: 3 clusters Score -4139126 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -4139510.000000 Penalty: 5161.910156
	Iteration 8Q: 3 clusters Score -4139510 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -4139996.000000 Penalty: 5161.910156
	Iteration 9Q: 3 clusters Score -4139996 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -4140737.750000 Penalty: 5161.910156
	Iteration 10Q: 3 clusters Score -4140738 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -4141782.750000 Penalty: 5161.910156
	Iteration 11Q: 3 clusters Score -4141783 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -4143163.000000 Penalty: 5161.910156
	Iteration 12F: 3 clusters Score -4143163 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -4144766.750000 Penalty: 5161.910156
	Iteration 13F: 3 clusters Score -4144767 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 27974 members 
Entering Unmasked Estep 
Score: -4146249.250000 Penalty: 5161.910156
	Iteration 14Q: 3 clusters Score -4146249 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 29152 members 
Entering Unmasked Estep 
Score: -4147385.250000 Penalty: 5161.910156
	Iteration 15Q: 3 clusters Score -4147385 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 29938 members 
Entering Unmasked Estep 
Score: -4148087.250000 Penalty: 5161.910156
	Iteration 16Q: 3 clusters Score -4148087 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -4148523.750000 Penalty: 5161.910156
	Iteration 17Q: 3 clusters Score -4148524 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -4148813.250000 Penalty: 5161.910156
	Iteration 18Q: 3 clusters Score -4148813 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -4149008.500000 Penalty: 5161.910156
	Iteration 19Q: 3 clusters Score -4149008 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 31380 members 
Entering Unmasked Estep 
Score: -4149152.000000 Penalty: 5161.910156
	Iteration 20F: 3 clusters Score -4149152 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 31574 members 
Entering Unmasked Estep 
Score: -4149282.750000 Penalty: 5161.910156
	Iteration 21Q: 3 clusters Score -4149283 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 31706 members 
Entering Unmasked Estep 
Score: -4149357.750000 Penalty: 5161.910156
	Iteration 22Q: 3 clusters Score -4149358 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 31805 members 
Entering Unmasked Estep 
Score: -4149402.250000 Penalty: 5161.910156
	Iteration 23Q: 3 clusters Score -4149402 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -4149449.000000 Penalty: 5161.910156
	Iteration 24Q: 3 clusters Score -4149449 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 31949 members 
Entering Unmasked Estep 
Score: -4149490.000000 Penalty: 5161.910156
	Iteration 25Q: 3 clusters Score -4149490 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -4149527.250000 Penalty: 5161.910156
	Iteration 26Q: 3 clusters Score -4149527 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -4149552.000000 Penalty: 5161.910156
	Iteration 27Q: 3 clusters Score -4149552 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 32115 members 
Entering Unmasked Estep 
Score: -4149577.750000 Penalty: 5161.910156
	Iteration 28Q: 3 clusters Score -4149578 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 32143 members 
Entering Unmasked Estep 
Score: -4149596.500000 Penalty: 5161.910156
	Iteration 29Q: 3 clusters Score -4149596 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 32174 members 
Entering Unmasked Estep 
Score: -4149615.750000 Penalty: 5161.910156
	Iteration 30Q: 3 clusters Score -4149616 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -4149630.000000 Penalty: 5161.910156
	Iteration 31Q: 3 clusters Score -4149630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 32213 members 
Entering Unmasked Estep 
Score: -4149643.500000 Penalty: 5161.910156
	Iteration 32Q: 3 clusters Score -4149644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 32222 members 
Entering Unmasked Estep 
Score: -4149653.500000 Penalty: 5161.910156
	Iteration 33Q: 3 clusters Score -4149654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 32231 members 
Entering Unmasked Estep 
Score: -4149655.750000 Penalty: 5161.910156
	Iteration 34Q: 3 clusters Score -4149656 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
Score: -4149659.500000 Penalty: 5161.910156
	Iteration 35Q: 3 clusters Score -4149660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 32260 members 
Entering Unmasked Estep 
Score: -4149674.000000 Penalty: 5161.910156
	Iteration 36Q: 3 clusters Score -4149674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -4149674.500000 Penalty: 5161.910156
	Iteration 37Q: 3 clusters Score -4149674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 32277 members 
Entering Unmasked Estep 
Score: -4149685.750000 Penalty: 5161.910156
	Iteration 38Q: 3 clusters Score -4149686 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 32283 members 
Entering Unmasked Estep 
Score: -4149682.750000 Penalty: 5161.910156
	Iteration 39Q: 3 clusters Score -4149683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 32288 members 
Entering Unmasked Estep 
Score: -4149687.000000 Penalty: 5161.910156
	Iteration 40F: 3 clusters Score -4149687 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -4149691.000000 Penalty: 5161.910156
	Iteration 41Q: 3 clusters Score -4149691 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 32303 members 
Entering Unmasked Estep 
Score: -4149699.750000 Penalty: 5161.910156
	Iteration 42Q: 3 clusters Score -4149700 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 32309 members 
Entering Unmasked Estep 
Score: -4149701.750000 Penalty: 5161.910156
	Iteration 43Q: 3 clusters Score -4149702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 32309 members 
Entering Unmasked Estep 
Score: -4149700.750000 Penalty: 5161.910156
	Iteration 44Q: 3 clusters Score -4149701 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
Score: -4149701.750000 Penalty: 5161.910156
	Iteration 45Q: 3 clusters Score -4149702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -4149705.000000 Penalty: 5161.910156
	Iteration 46Q: 3 clusters Score -4149705 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -4149704.500000 Penalty: 5161.910156
	Iteration 47Q: 3 clusters Score -4149704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -4149704.500000 Penalty: 5161.910156
	Iteration 48F: 3 clusters Score -4149704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Entering Unmasked Estep 
Score: -269939.875000 Penalty: 1913.903198
	Iteration 0F: 2 clusters Score -269939.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -267154.531250 Penalty: 3827.806396
	Iteration 0F: 3 clusters Score -267154.5 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -267631.593750 Penalty: 3827.806396
	Iteration 1F: 3 clusters Score -267631.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -267756.468750 Penalty: 3827.806396
	Iteration 2F: 3 clusters Score -267756.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -267834.531250 Penalty: 3827.806396
	Iteration 3Q: 3 clusters Score -267834.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -267883.718750 Penalty: 3827.806396
	Iteration 4Q: 3 clusters Score -267883.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -267923.343750 Penalty: 3827.806396
	Iteration 5Q: 3 clusters Score -267923.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -267957.843750 Penalty: 3827.806396
	Iteration 6Q: 3 clusters Score -267957.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -267986.187500 Penalty: 3827.806396
	Iteration 7Q: 3 clusters Score -267986.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -268013.312500 Penalty: 3827.806396
	Iteration 8Q: 3 clusters Score -268013.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -268034.656250 Penalty: 3827.806396
	Iteration 9Q: 3 clusters Score -268034.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -268054.468750 Penalty: 3827.806396
	Iteration 10Q: 3 clusters Score -268054.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -268063.781250 Penalty: 3827.806396
	Iteration 11Q: 3 clusters Score -268063.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -268073.625000 Penalty: 3827.806396
	Iteration 12Q: 3 clusters Score -268073.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -268082.531250 Penalty: 3827.806396
	Iteration 13Q: 3 clusters Score -268082.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -268090.531250 Penalty: 3827.806396
	Iteration 14Q: 3 clusters Score -268090.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -268100.406250 Penalty: 3827.806396
	Iteration 15Q: 3 clusters Score -268100.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -268115.718750 Penalty: 3827.806396
	Iteration 16Q: 3 clusters Score -268115.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -268127.187500 Penalty: 3827.806396
	Iteration 17Q: 3 clusters Score -268127.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -268135.500000 Penalty: 3827.806396
	Iteration 18Q: 3 clusters Score -268135.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -268145.031250 Penalty: 3827.806396
	Iteration 19Q: 3 clusters Score -268145 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -268156.062500 Penalty: 3827.806396
	Iteration 20F: 3 clusters Score -268156.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -268162.968750 Penalty: 3827.806396
	Iteration 21Q: 3 clusters Score -268163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -268167.031250 Penalty: 3827.806396
	Iteration 22Q: 3 clusters Score -268167 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -268168.750000 Penalty: 3827.806396
	Iteration 23Q: 3 clusters Score -268168.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -268170.437500 Penalty: 3827.806396
	Iteration 24Q: 3 clusters Score -268170.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -268171.343750 Penalty: 3827.806396
	Iteration 25Q: 3 clusters Score -268171.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -268171.343750 Penalty: 3827.806396
	Iteration 26F: 3 clusters Score -268171.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (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: -494572.343750 Penalty: 2070.437256
	Iteration 0F: 2 clusters Score -494572.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -490583.312500 Penalty: 4140.874512
	Iteration 0F: 3 clusters Score -490583.3 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -491726.937500 Penalty: 4140.874512
	Iteration 1F: 3 clusters Score -491726.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -492105.937500 Penalty: 4140.874512
	Iteration 2F: 3 clusters Score -492105.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -492355.125000 Penalty: 4140.874512
	Iteration 3F: 3 clusters Score -492355.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -492556.562500 Penalty: 4140.874512
	Iteration 4F: 3 clusters Score -492556.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -492719.187500 Penalty: 4140.874512
	Iteration 5Q: 3 clusters Score -492719.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -492863.125000 Penalty: 4140.874512
	Iteration 6Q: 3 clusters Score -492863.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -492995.250000 Penalty: 4140.874512
	Iteration 7Q: 3 clusters Score -492995.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -493088.500000 Penalty: 4140.874512
	Iteration 8Q: 3 clusters Score -493088.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -493170.656250 Penalty: 4140.874512
	Iteration 9Q: 3 clusters Score -493170.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -493259.375000 Penalty: 4140.874512
	Iteration 10Q: 3 clusters Score -493259.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -493329.875000 Penalty: 4140.874512
	Iteration 11Q: 3 clusters Score -493329.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -493375.062500 Penalty: 4140.874512
	Iteration 12Q: 3 clusters Score -493375.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -493417.625000 Penalty: 4140.874512
	Iteration 13Q: 3 clusters Score -493417.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -493459.843750 Penalty: 4140.874512
	Iteration 14Q: 3 clusters Score -493459.8 nChanged 39
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: -493483.437500 Penalty: 4140.874512
	Iteration 15Q: 3 clusters Score -493483.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -493505.843750 Penalty: 4140.874512
	Iteration 16Q: 3 clusters Score -493505.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -493523.156250 Penalty: 4140.874512
	Iteration 17Q: 3 clusters Score -493523.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -493536.343750 Penalty: 4140.874512
	Iteration 18Q: 3 clusters Score -493536.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -493543.406250 Penalty: 4140.874512
	Iteration 19Q: 3 clusters Score -493543.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -493548.156250 Penalty: 4140.874512
	Iteration 20F: 3 clusters Score -493548.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -493552.656250 Penalty: 4140.874512
	Iteration 21Q: 3 clusters Score -493552.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -493556.531250 Penalty: 4140.874512
	Iteration 22Q: 3 clusters Score -493556.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -493556.812500 Penalty: 4140.874512
	Iteration 23Q: 3 clusters Score -493556.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -493558.968750 Penalty: 4140.874512
	Iteration 24Q: 3 clusters Score -493559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -493559.187500 Penalty: 4140.874512
	Iteration 25Q: 3 clusters Score -493559.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -493558.406250 Penalty: 4140.874512
	Iteration 26Q: 3 clusters Score -493558.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -493558.406250 Penalty: 4140.874512
	Iteration 27F: 3 clusters Score -493558.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -244595.875000 Penalty: 1885.395508
	Iteration 0F: 2 clusters Score -244595.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -241942.437500 Penalty: 3770.791016
	Iteration 0F: 3 clusters Score -241942.4 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -242364.078125 Penalty: 3770.791016
	Iteration 1F: 3 clusters Score -242364.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -242481.546875 Penalty: 3770.791016
	Iteration 2F: 3 clusters Score -242481.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -242544.421875 Penalty: 3770.791016
	Iteration 3Q: 3 clusters Score -242544.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -242584.640625 Penalty: 3770.791016
	Iteration 4Q: 3 clusters Score -242584.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -242619.421875 Penalty: 3770.791016
	Iteration 5Q: 3 clusters Score -242619.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -242642.625000 Penalty: 3770.791016
	Iteration 6Q: 3 clusters Score -242642.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -242659.406250 Penalty: 3770.791016
	Iteration 7Q: 3 clusters Score -242659.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -242666.765625 Penalty: 3770.791016
	Iteration 8Q: 3 clusters Score -242666.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -242671.515625 Penalty: 3770.791016
	Iteration 9Q: 3 clusters Score -242671.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -242675.265625 Penalty: 3770.791016
	Iteration 10Q: 3 clusters Score -242675.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -242679.296875 Penalty: 3770.791016
	Iteration 11Q: 3 clusters Score -242679.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -242682.843750 Penalty: 3770.791016
	Iteration 12Q: 3 clusters Score -242682.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -242685.578125 Penalty: 3770.791016
	Iteration 13Q: 3 clusters Score -242685.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -242690.531250 Penalty: 3770.791016
	Iteration 14Q: 3 clusters Score -242690.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -242693.703125 Penalty: 3770.791016
	Iteration 15Q: 3 clusters Score -242693.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -242694.625000 Penalty: 3770.791016
	Iteration 16Q: 3 clusters Score -242694.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -242695.078125 Penalty: 3770.791016
	Iteration 17Q: 3 clusters Score -242695.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -242696.203125 Penalty: 3770.791016
	Iteration 18Q: 3 clusters Score -242696.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -242697.468750 Penalty: 3770.791016
	Iteration 19Q: 3 clusters Score -242697.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -242698.656250 Penalty: 3770.791016
	Iteration 20F: 3 clusters Score -242698.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -242700.640625 Penalty: 3770.791016
	Iteration 21Q: 3 clusters Score -242700.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -242706.046875 Penalty: 3770.791016
	Iteration 22Q: 3 clusters Score -242706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -242709.765625 Penalty: 3770.791016
	Iteration 23Q: 3 clusters Score -242709.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -242711.531250 Penalty: 3770.791016
	Iteration 24Q: 3 clusters Score -242711.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -242712.546875 Penalty: 3770.791016
	Iteration 25Q: 3 clusters Score -242712.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -242713.671875 Penalty: 3770.791016
	Iteration 26Q: 3 clusters Score -242713.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -242715.156250 Penalty: 3770.791016
	Iteration 27Q: 3 clusters Score -242715.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -242716.453125 Penalty: 3770.791016
	Iteration 28Q: 3 clusters Score -242716.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -242717.500000 Penalty: 3770.791016
	Iteration 29Q: 3 clusters Score -242717.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -242718.734375 Penalty: 3770.791016
	Iteration 30Q: 3 clusters Score -242718.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -242718.968750 Penalty: 3770.791016
	Iteration 31Q: 3 clusters Score -242719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -242718.968750 Penalty: 3770.791016
	Iteration 32F: 3 clusters Score -242719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Entering Unmasked Estep 
Score: -306793.781250 Penalty: 1960.275146
	Iteration 0F: 2 clusters Score -306793.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -303688.156250 Penalty: 3920.550293
	Iteration 0F: 3 clusters Score -303688.2 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -304326.062500 Penalty: 3920.550293
	Iteration 1F: 3 clusters Score -304326.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -304541.500000 Penalty: 3920.550293
	Iteration 2F: 3 clusters Score -304541.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -304693.812500 Penalty: 3920.550293
	Iteration 3F: 3 clusters Score -304693.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -304830.968750 Penalty: 3920.550293
	Iteration 4Q: 3 clusters Score -304831 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -304963.281250 Penalty: 3920.550293
	Iteration 5Q: 3 clusters Score -304963.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -305087.250000 Penalty: 3920.550293
	Iteration 6Q: 3 clusters Score -305087.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -305208.625000 Penalty: 3920.550293
	Iteration 7Q: 3 clusters Score -305208.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -305309.593750 Penalty: 3920.550293
	Iteration 8Q: 3 clusters Score -305309.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -305382.062500 Penalty: 3920.550293
	Iteration 9Q: 3 clusters Score -305382.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -305427.843750 Penalty: 3920.550293
	Iteration 10Q: 3 clusters Score -305427.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -305467.187500 Penalty: 3920.550293
	Iteration 11Q: 3 clusters Score -305467.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -305497.937500 Penalty: 3920.550293
	Iteration 12Q: 3 clusters Score -305497.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -305517.375000 Penalty: 3920.550293
	Iteration 13Q: 3 clusters Score -305517.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -305532.843750 Penalty: 3920.550293
	Iteration 14Q: 3 clusters Score -305532.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -305545.562500 Penalty: 3920.550293
	Iteration 15Q: 3 clusters Score -305545.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -305552.125000 Penalty: 3920.550293
	Iteration 16Q: 3 clusters Score -305552.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -305560.937500 Penalty: 3920.550293
	Iteration 17Q: 3 clusters Score -305560.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -305574.031250 Penalty: 3920.550293
	Iteration 18Q: 3 clusters Score -305574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -305582.000000 Penalty: 3920.550293
	Iteration 19Q: 3 clusters Score -305582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -305592.312500 Penalty: 3920.550293
	Iteration 20F: 3 clusters Score -305592.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -305600.031250 Penalty: 3920.550293
	Iteration 21Q: 3 clusters Score -305600 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -305606.968750 Penalty: 3920.550293
	Iteration 22Q: 3 clusters Score -305607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -305610.968750 Penalty: 3920.550293
	Iteration 23Q: 3 clusters Score -305611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -305614.531250 Penalty: 3920.550293
	Iteration 24Q: 3 clusters Score -305614.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -305615.531250 Penalty: 3920.550293
	Iteration 25Q: 3 clusters Score -305615.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -305616.375000 Penalty: 3920.550293
	Iteration 26Q: 3 clusters Score -305616.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -305616.375000 Penalty: 3920.550293
	Iteration 27F: 3 clusters Score -305616.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (189090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189090 members 
Entering Unmasked Estep 
Score: -23485398.000000 Penalty: 3013.194824
	Iteration 0F: 2 clusters Score -2.34854e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94425 members 
Mstep: Class 2 contains 94665 members 
Entering Unmasked Estep 
Score: -23361784.000000 Penalty: 6026.389648
	Iteration 0F: 3 clusters Score -2.336178e+07 nChanged 91041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92948 members 
Mstep: Class 2 contains 96142 members 
Entering Unmasked Estep 
Score: -23417372.000000 Penalty: 6026.389648
	Iteration 1F: 3 clusters Score -2.341737e+07 nChanged 7149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92609 members 
Mstep: Class 2 contains 96481 members 
Entering Unmasked Estep 
Score: -23419732.000000 Penalty: 6026.389648
	Iteration 2Q: 3 clusters Score -2.341973e+07 nChanged 8020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92447 members 
Mstep: Class 2 contains 96643 members 
Entering Unmasked Estep 
Score: -23423196.000000 Penalty: 6026.389648
	Iteration 3Q: 3 clusters Score -2.34232e+07 nChanged 9572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92965 members 
Mstep: Class 2 contains 96125 members 
Entering Unmasked Estep 
Score: -23428228.000000 Penalty: 6026.389648
	Iteration 4F: 3 clusters Score -2.342823e+07 nChanged 11246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94483 members 
Mstep: Class 2 contains 94607 members 
Entering Unmasked Estep 
Score: -23435586.000000 Penalty: 6026.389648
	Iteration 5F: 3 clusters Score -2.343559e+07 nChanged 13387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97578 members 
Mstep: Class 2 contains 91512 members 
Entering Unmasked Estep 
Score: -23445752.000000 Penalty: 6026.389648
	Iteration 6F: 3 clusters Score -2.344575e+07 nChanged 14553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101755 members 
Mstep: Class 2 contains 87335 members 
Entering Unmasked Estep 
Score: -23458464.000000 Penalty: 6026.389648
	Iteration 7F: 3 clusters Score -2.345846e+07 nChanged 12596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105153 members 
Mstep: Class 2 contains 83937 members 
Entering Unmasked Estep 
Score: -23467328.000000 Penalty: 6026.389648
	Iteration 8F: 3 clusters Score -2.346733e+07 nChanged 7826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107123 members 
Mstep: Class 2 contains 81967 members 
Entering Unmasked Estep 
Score: -23470238.000000 Penalty: 6026.389648
	Iteration 9Q: 3 clusters Score -2.347024e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108298 members 
Mstep: Class 2 contains 80792 members 
Entering Unmasked Estep 
Score: -23471284.000000 Penalty: 6026.389648
	Iteration 10Q: 3 clusters Score -2.347128e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109238 members 
Mstep: Class 2 contains 79852 members 
Entering Unmasked Estep 
Score: -23471788.000000 Penalty: 6026.389648
	Iteration 11Q: 3 clusters Score -2.347179e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109981 members 
Mstep: Class 2 contains 79109 members 
Entering Unmasked Estep 
Score: -23472138.000000 Penalty: 6026.389648
	Iteration 12Q: 3 clusters Score -2.347214e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110685 members 
Mstep: Class 2 contains 78405 members 
Entering Unmasked Estep 
Score: -23472550.000000 Penalty: 6026.389648
	Iteration 13Q: 3 clusters Score -2.347255e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111296 members 
Mstep: Class 2 contains 77794 members 
Entering Unmasked Estep 
Score: -23472742.000000 Penalty: 6026.389648
	Iteration 14Q: 3 clusters Score -2.347274e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111891 members 
Mstep: Class 2 contains 77199 members 
Entering Unmasked Estep 
Score: -23472976.000000 Penalty: 6026.389648
	Iteration 15Q: 3 clusters Score -2.347298e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112475 members 
Mstep: Class 2 contains 76615 members 
Entering Unmasked Estep 
Score: -23473070.000000 Penalty: 6026.389648
	Iteration 16Q: 3 clusters Score -2.347307e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113065 members 
Mstep: Class 2 contains 76025 members 
Entering Unmasked Estep 
Score: -23473076.000000 Penalty: 6026.389648
	Iteration 17Q: 3 clusters Score -2.347308e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113570 members 
Mstep: Class 2 contains 75520 members 
Entering Unmasked Estep 
Score: -23473182.000000 Penalty: 6026.389648
	Iteration 18Q: 3 clusters Score -2.347318e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114068 members 
Mstep: Class 2 contains 75022 members 
Entering Unmasked Estep 
Score: -23473338.000000 Penalty: 6026.389648
	Iteration 19Q: 3 clusters Score -2.347334e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114582 members 
Mstep: Class 2 contains 74508 members 
Entering Unmasked Estep 
Score: -23473472.000000 Penalty: 6026.389648
	Iteration 20F: 3 clusters Score -2.347347e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115096 members 
Mstep: Class 2 contains 73994 members 
Entering Unmasked Estep 
Score: -23473586.000000 Penalty: 6026.389648
	Iteration 21Q: 3 clusters Score -2.347359e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115674 members 
Mstep: Class 2 contains 73416 members 
Entering Unmasked Estep 
Score: -23473682.000000 Penalty: 6026.389648
	Iteration 22Q: 3 clusters Score -2.347368e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116257 members 
Mstep: Class 2 contains 72833 members 
Entering Unmasked Estep 
Score: -23473786.000000 Penalty: 6026.389648
	Iteration 23Q: 3 clusters Score -2.347379e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116873 members 
Mstep: Class 2 contains 72217 members 
Entering Unmasked Estep 
Score: -23473776.000000 Penalty: 6026.389648
	Iteration 24Q: 3 clusters Score -2.347378e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117518 members 
Mstep: Class 2 contains 71572 members 
Entering Unmasked Estep 
Score: -23473742.000000 Penalty: 6026.389648
	Iteration 25Q: 3 clusters Score -2.347374e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118173 members 
Mstep: Class 2 contains 70917 members 
Entering Unmasked Estep 
Score: -23473890.000000 Penalty: 6026.389648
	Iteration 26Q: 3 clusters Score -2.347389e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118827 members 
Mstep: Class 2 contains 70263 members 
Entering Unmasked Estep 
Score: -23473916.000000 Penalty: 6026.389648
	Iteration 27Q: 3 clusters Score -2.347392e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119550 members 
Mstep: Class 2 contains 69540 members 
Entering Unmasked Estep 
Score: -23473968.000000 Penalty: 6026.389648
	Iteration 28Q: 3 clusters Score -2.347397e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120363 members 
Mstep: Class 2 contains 68727 members 
Entering Unmasked Estep 
Score: -23474034.000000 Penalty: 6026.389648
	Iteration 29Q: 3 clusters Score -2.347403e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121162 members 
Mstep: Class 2 contains 67928 members 
Entering Unmasked Estep 
Score: -23474162.000000 Penalty: 6026.389648
	Iteration 30Q: 3 clusters Score -2.347416e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121965 members 
Mstep: Class 2 contains 67125 members 
Entering Unmasked Estep 
Score: -23474304.000000 Penalty: 6026.389648
	Iteration 31Q: 3 clusters Score -2.34743e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122798 members 
Mstep: Class 2 contains 66292 members 
Entering Unmasked Estep 
Score: -23474406.000000 Penalty: 6026.389648
	Iteration 32Q: 3 clusters Score -2.347441e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123606 members 
Mstep: Class 2 contains 65484 members 
Entering Unmasked Estep 
Score: -23474508.000000 Penalty: 6026.389648
	Iteration 33Q: 3 clusters Score -2.347451e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124487 members 
Mstep: Class 2 contains 64603 members 
Entering Unmasked Estep 
Score: -23474668.000000 Penalty: 6026.389648
	Iteration 34Q: 3 clusters Score -2.347467e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125465 members 
Mstep: Class 2 contains 63625 members 
Entering Unmasked Estep 
Score: -23474866.000000 Penalty: 6026.389648
	Iteration 35Q: 3 clusters Score -2.347487e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126495 members 
Mstep: Class 2 contains 62595 members 
Entering Unmasked Estep 
Score: -23475046.000000 Penalty: 6026.389648
	Iteration 36Q: 3 clusters Score -2.347505e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127577 members 
Mstep: Class 2 contains 61513 members 
Entering Unmasked Estep 
Score: -23475196.000000 Penalty: 6026.389648
	Iteration 37Q: 3 clusters Score -2.34752e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128749 members 
Mstep: Class 2 contains 60341 members 
Entering Unmasked Estep 
Score: -23475354.000000 Penalty: 6026.389648
	Iteration 38Q: 3 clusters Score -2.347535e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129941 members 
Mstep: Class 2 contains 59149 members 
Entering Unmasked Estep 
Score: -23475490.000000 Penalty: 6026.389648
	Iteration 39Q: 3 clusters Score -2.347549e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131220 members 
Mstep: Class 2 contains 57870 members 
Entering Unmasked Estep 
Score: -23475818.000000 Penalty: 6026.389648
	Iteration 40F: 3 clusters Score -2.347582e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132487 members 
Mstep: Class 2 contains 56603 members 
Entering Unmasked Estep 
Score: -23475972.000000 Penalty: 6026.389648
	Iteration 41Q: 3 clusters Score -2.347597e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133718 members 
Mstep: Class 2 contains 55372 members 
Entering Unmasked Estep 
Score: -23476284.000000 Penalty: 6026.389648
	Iteration 42Q: 3 clusters Score -2.347628e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134973 members 
Mstep: Class 2 contains 54117 members 
Entering Unmasked Estep 
Score: -23476540.000000 Penalty: 6026.389648
	Iteration 43Q: 3 clusters Score -2.347654e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136127 members 
Mstep: Class 2 contains 52963 members 
Entering Unmasked Estep 
Score: -23476838.000000 Penalty: 6026.389648
	Iteration 44Q: 3 clusters Score -2.347684e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137328 members 
Mstep: Class 2 contains 51762 members 
Entering Unmasked Estep 
Score: -23477040.000000 Penalty: 6026.389648
	Iteration 45Q: 3 clusters Score -2.347704e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138529 members 
Mstep: Class 2 contains 50561 members 
Entering Unmasked Estep 
Score: -23477422.000000 Penalty: 6026.389648
	Iteration 46Q: 3 clusters Score -2.347742e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139790 members 
Mstep: Class 2 contains 49300 members 
Entering Unmasked Estep 
Score: -23477712.000000 Penalty: 6026.389648
	Iteration 47Q: 3 clusters Score -2.347771e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140975 members 
Mstep: Class 2 contains 48115 members 
Entering Unmasked Estep 
Score: -23477932.000000 Penalty: 6026.389648
	Iteration 48Q: 3 clusters Score -2.347793e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142194 members 
Mstep: Class 2 contains 46896 members 
Entering Unmasked Estep 
Score: -23478266.000000 Penalty: 6026.389648
	Iteration 49Q: 3 clusters Score -2.347827e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143371 members 
Mstep: Class 2 contains 45719 members 
Entering Unmasked Estep 
Score: -23478562.000000 Penalty: 6026.389648
	Iteration 50Q: 3 clusters Score -2.347856e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144576 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -23478850.000000 Penalty: 6026.389648
	Iteration 51Q: 3 clusters Score -2.347885e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145768 members 
Mstep: Class 2 contains 43322 members 
Entering Unmasked Estep 
Score: -23479136.000000 Penalty: 6026.389648
	Iteration 52Q: 3 clusters Score -2.347914e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146968 members 
Mstep: Class 2 contains 42122 members 
Entering Unmasked Estep 
Score: -23479506.000000 Penalty: 6026.389648
	Iteration 53Q: 3 clusters Score -2.347951e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148242 members 
Mstep: Class 2 contains 40848 members 
Entering Unmasked Estep 
Score: -23479910.000000 Penalty: 6026.389648
	Iteration 54Q: 3 clusters Score -2.347991e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149664 members 
Mstep: Class 2 contains 39426 members 
Entering Unmasked Estep 
Score: -23480400.000000 Penalty: 6026.389648
	Iteration 55Q: 3 clusters Score -2.34804e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151063 members 
Mstep: Class 2 contains 38027 members 
Entering Unmasked Estep 
Score: -23480742.000000 Penalty: 6026.389648
	Iteration 56Q: 3 clusters Score -2.348074e+07 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152630 members 
Mstep: Class 2 contains 36460 members 
Entering Unmasked Estep 
Score: -23481084.000000 Penalty: 6026.389648
	Iteration 57Q: 3 clusters Score -2.348108e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154315 members 
Mstep: Class 2 contains 34775 members 
Entering Unmasked Estep 
Score: -23481522.000000 Penalty: 6026.389648
	Iteration 58Q: 3 clusters Score -2.348152e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156082 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -23481888.000000 Penalty: 6026.389648
	Iteration 59Q: 3 clusters Score -2.348189e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157965 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -23482196.000000 Penalty: 6026.389648
	Iteration 60F: 3 clusters Score -2.34822e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160005 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -23482574.000000 Penalty: 6026.389648
	Iteration 61Q: 3 clusters Score -2.348257e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162157 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -23482966.000000 Penalty: 6026.389648
	Iteration 62Q: 3 clusters Score -2.348297e+07 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164339 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -23483356.000000 Penalty: 6026.389648
	Iteration 63Q: 3 clusters Score -2.348336e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166649 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -23483590.000000 Penalty: 6026.389648
	Iteration 64Q: 3 clusters Score -2.348359e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168803 members 
Mstep: Class 2 contains 20287 members 
Entering Unmasked Estep 
Score: -23483874.000000 Penalty: 6026.389648
	Iteration 65Q: 3 clusters Score -2.348387e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170929 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -23484062.000000 Penalty: 6026.389648
	Iteration 66Q: 3 clusters Score -2.348406e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172907 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -23484232.000000 Penalty: 6026.389648
	Iteration 67Q: 3 clusters Score -2.348423e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174701 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -23484550.000000 Penalty: 6026.389648
	Iteration 68Q: 3 clusters Score -2.348455e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176287 members 
Mstep: Class 2 contains 12803 members 
Entering Unmasked Estep 
Score: -23484754.000000 Penalty: 6026.389648
	Iteration 69Q: 3 clusters Score -2.348475e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177769 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -23484776.000000 Penalty: 6026.389648
	Iteration 70Q: 3 clusters Score -2.348478e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179071 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -23484772.000000 Penalty: 6026.389648
	Iteration 71Q: 3 clusters Score -2.348477e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180257 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -23484658.000000 Penalty: 6026.389648
	Iteration 72Q: 3 clusters Score -2.348466e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181360 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -23484646.000000 Penalty: 6026.389648
	Iteration 73Q: 3 clusters Score -2.348465e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182345 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -23484620.000000 Penalty: 6026.389648
	Iteration 74Q: 3 clusters Score -2.348462e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183152 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -23484526.000000 Penalty: 6026.389648
	Iteration 75Q: 3 clusters Score -2.348453e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183827 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -23484460.000000 Penalty: 6026.389648
	Iteration 76Q: 3 clusters Score -2.348446e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184457 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -23484284.000000 Penalty: 6026.389648
	Iteration 77Q: 3 clusters Score -2.348428e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184968 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -23484164.000000 Penalty: 6026.389648
	Iteration 78Q: 3 clusters Score -2.348416e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185370 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -23484124.000000 Penalty: 6026.389648
	Iteration 79Q: 3 clusters Score -2.348412e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185738 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -23484064.000000 Penalty: 6026.389648
	Iteration 80F: 3 clusters Score -2.348406e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186055 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -23484090.000000 Penalty: 6026.389648
	Iteration 81Q: 3 clusters Score -2.348409e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186316 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -23484128.000000 Penalty: 6026.389648
	Iteration 82Q: 3 clusters Score -2.348413e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186544 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -23484048.000000 Penalty: 6026.389648
	Iteration 83Q: 3 clusters Score -2.348405e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186743 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -23484030.000000 Penalty: 6026.389648
	Iteration 84Q: 3 clusters Score -2.348403e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186896 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -23484060.000000 Penalty: 6026.389648
	Iteration 85Q: 3 clusters Score -2.348406e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187020 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -23483974.000000 Penalty: 6026.389648
	Iteration 86Q: 3 clusters Score -2.348397e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187103 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -23483964.000000 Penalty: 6026.389648
	Iteration 87Q: 3 clusters Score -2.348396e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187176 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -23483898.000000 Penalty: 6026.389648
	Iteration 88Q: 3 clusters Score -2.34839e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187237 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -23483894.000000 Penalty: 6026.389648
	Iteration 89Q: 3 clusters Score -2.348389e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187286 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -23483888.000000 Penalty: 6026.389648
	Iteration 90Q: 3 clusters Score -2.348389e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187328 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -23483898.000000 Penalty: 6026.389648
	Iteration 91Q: 3 clusters Score -2.34839e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187364 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -23483868.000000 Penalty: 6026.389648
	Iteration 92Q: 3 clusters Score -2.348387e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187389 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -23483856.000000 Penalty: 6026.389648
	Iteration 93Q: 3 clusters Score -2.348386e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187409 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -23483852.000000 Penalty: 6026.389648
	Iteration 94Q: 3 clusters Score -2.348385e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187433 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -23483866.000000 Penalty: 6026.389648
	Iteration 95Q: 3 clusters Score -2.348387e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187450 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -23483836.000000 Penalty: 6026.389648
	Iteration 96Q: 3 clusters Score -2.348384e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187462 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -23483854.000000 Penalty: 6026.389648
	Iteration 97Q: 3 clusters Score -2.348385e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187471 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -23483842.000000 Penalty: 6026.389648
	Iteration 98Q: 3 clusters Score -2.348384e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187480 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -23483860.000000 Penalty: 6026.389648
	Iteration 99Q: 3 clusters Score -2.348386e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187491 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -23483862.000000 Penalty: 6026.389648
	Iteration 100F: 3 clusters Score -2.348386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187495 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -23483856.000000 Penalty: 6026.389648
	Iteration 101Q: 3 clusters Score -2.348386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187499 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -23483860.000000 Penalty: 6026.389648
	Iteration 102Q: 3 clusters Score -2.348386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187504 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -23483850.000000 Penalty: 6026.389648
	Iteration 103Q: 3 clusters Score -2.348385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187509 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -23483862.000000 Penalty: 6026.389648
	Iteration 104Q: 3 clusters Score -2.348386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187512 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -23483860.000000 Penalty: 6026.389648
	Iteration 105Q: 3 clusters Score -2.348386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187514 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -23483844.000000 Penalty: 6026.389648
	Iteration 106Q: 3 clusters Score -2.348384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187517 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -23483844.000000 Penalty: 6026.389648
	Iteration 107Q: 3 clusters Score -2.348384e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187518 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -23483854.000000 Penalty: 6026.389648
	Iteration 108Q: 3 clusters Score -2.348385e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187521 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -23483864.000000 Penalty: 6026.389648
	Iteration 109Q: 3 clusters Score -2.348386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187523 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -23483868.000000 Penalty: 6026.389648
	Iteration 110Q: 3 clusters Score -2.348387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187525 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -23483864.000000 Penalty: 6026.389648
	Iteration 111Q: 3 clusters Score -2.348386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187528 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -23483846.000000 Penalty: 6026.389648
	Iteration 112Q: 3 clusters Score -2.348385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187531 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -23483852.000000 Penalty: 6026.389648
	Iteration 113Q: 3 clusters Score -2.348385e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187537 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -23483840.000000 Penalty: 6026.389648
	Iteration 114Q: 3 clusters Score -2.348384e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187546 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -23483816.000000 Penalty: 6026.389648
	Iteration 115Q: 3 clusters Score -2.348382e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187553 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -23483816.000000 Penalty: 6026.389648
	Iteration 116Q: 3 clusters Score -2.348382e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187562 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -23483810.000000 Penalty: 6026.389648
	Iteration 117Q: 3 clusters Score -2.348381e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187577 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -23483798.000000 Penalty: 6026.389648
	Iteration 118Q: 3 clusters Score -2.34838e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187583 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -23483786.000000 Penalty: 6026.389648
	Iteration 119Q: 3 clusters Score -2.348379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187586 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -23483776.000000 Penalty: 6026.389648
	Iteration 120F: 3 clusters Score -2.348378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187587 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -23483780.000000 Penalty: 6026.389648
	Iteration 121Q: 3 clusters Score -2.348378e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187587 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -23483780.000000 Penalty: 6026.389648
	Iteration 122F: 3 clusters Score -2.348378e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Entering Unmasked Estep 
Score: -27259.775391 Penalty: 1398.312012
	Iteration 0F: 2 clusters Score -27259.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -26025.367188 Penalty: 2796.624023
	Iteration 0F: 3 clusters Score -26025.37 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -26146.937500 Penalty: 2796.624023
	Iteration 1F: 3 clusters Score -26146.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -26166.494141 Penalty: 2796.624023
	Iteration 2Q: 3 clusters Score -26166.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -26175.810547 Penalty: 2796.624023
	Iteration 3Q: 3 clusters Score -26175.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -26179.291016 Penalty: 2796.624023
	Iteration 4Q: 3 clusters Score -26179.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -26179.291016 Penalty: 2796.624023
	Iteration 5F: 3 clusters Score -26179.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Entering Unmasked Estep 
Score: -2480812.750000 Penalty: 2453.334229
	Iteration 0F: 2 clusters Score -2480813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -2466913.500000 Penalty: 4906.668457
	Iteration 0F: 3 clusters Score -2466914 nChanged 8713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -2471473.250000 Penalty: 4906.668457
	Iteration 1F: 3 clusters Score -2471473 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -2471833.000000 Penalty: 4906.668457
	Iteration 2F: 3 clusters Score -2471833 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -2472095.250000 Penalty: 4906.668457
	Iteration 3Q: 3 clusters Score -2472095 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -2472284.250000 Penalty: 4906.668457
	Iteration 4Q: 3 clusters Score -2472284 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -2472446.750000 Penalty: 4906.668457
	Iteration 5Q: 3 clusters Score -2472447 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -2472572.750000 Penalty: 4906.668457
	Iteration 6Q: 3 clusters Score -2472573 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -2472704.000000 Penalty: 4906.668457
	Iteration 7Q: 3 clusters Score -2472704 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -2472839.500000 Penalty: 4906.668457
	Iteration 8Q: 3 clusters Score -2472840 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -2473016.750000 Penalty: 4906.668457
	Iteration 9Q: 3 clusters Score -2473017 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -2473215.000000 Penalty: 4906.668457
	Iteration 10Q: 3 clusters Score -2473215 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -2473500.250000 Penalty: 4906.668457
	Iteration 11Q: 3 clusters Score -2473500 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -2473889.250000 Penalty: 4906.668457
	Iteration 12Q: 3 clusters Score -2473889 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -2474391.750000 Penalty: 4906.668457
	Iteration 13Q: 3 clusters Score -2474392 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -2474906.000000 Penalty: 4906.668457
	Iteration 14Q: 3 clusters Score -2474906 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -2475493.250000 Penalty: 4906.668457
	Iteration 15Q: 3 clusters Score -2475493 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 10257 members 
Entering Unmasked Estep 
Score: -2476028.500000 Penalty: 4906.668457
	Iteration 16Q: 3 clusters Score -2476028 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2476482.250000 Penalty: 4906.668457
	Iteration 17Q: 3 clusters Score -2476482 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -2476731.750000 Penalty: 4906.668457
	Iteration 18Q: 3 clusters Score -2476732 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -2476890.750000 Penalty: 4906.668457
	Iteration 19Q: 3 clusters Score -2476891 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -2476977.750000 Penalty: 4906.668457
	Iteration 20F: 3 clusters Score -2476978 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -2477056.250000 Penalty: 4906.668457
	Iteration 21Q: 3 clusters Score -2477056 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -2477132.000000 Penalty: 4906.668457
	Iteration 22Q: 3 clusters Score -2477132 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -2477219.250000 Penalty: 4906.668457
	Iteration 23Q: 3 clusters Score -2477219 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -2477302.750000 Penalty: 4906.668457
	Iteration 24Q: 3 clusters Score -2477303 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 11896 members 
Entering Unmasked Estep 
Score: -2477383.000000 Penalty: 4906.668457
	Iteration 25Q: 3 clusters Score -2477383 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 12098 members 
Entering Unmasked Estep 
Score: -2477455.500000 Penalty: 4906.668457
	Iteration 26Q: 3 clusters Score -2477456 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -2477527.500000 Penalty: 4906.668457
	Iteration 27Q: 3 clusters Score -2477528 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -2477596.250000 Penalty: 4906.668457
	Iteration 28Q: 3 clusters Score -2477596 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -2477681.750000 Penalty: 4906.668457
	Iteration 29Q: 3 clusters Score -2477682 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -2477764.750000 Penalty: 4906.668457
	Iteration 30Q: 3 clusters Score -2477765 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -2477825.500000 Penalty: 4906.668457
	Iteration 31Q: 3 clusters Score -2477826 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -2477882.250000 Penalty: 4906.668457
	Iteration 32Q: 3 clusters Score -2477882 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -2477928.750000 Penalty: 4906.668457
	Iteration 33Q: 3 clusters Score -2477929 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -2477976.750000 Penalty: 4906.668457
	Iteration 34Q: 3 clusters Score -2477977 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -2478026.250000 Penalty: 4906.668457
	Iteration 35Q: 3 clusters Score -2478026 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -2478062.000000 Penalty: 4906.668457
	Iteration 36Q: 3 clusters Score -2478062 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -2478105.750000 Penalty: 4906.668457
	Iteration 37Q: 3 clusters Score -2478106 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -2478140.500000 Penalty: 4906.668457
	Iteration 38Q: 3 clusters Score -2478140 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -2478191.500000 Penalty: 4906.668457
	Iteration 39Q: 3 clusters Score -2478192 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -2478228.250000 Penalty: 4906.668457
	Iteration 40F: 3 clusters Score -2478228 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -2478256.250000 Penalty: 4906.668457
	Iteration 41Q: 3 clusters Score -2478256 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -2478297.000000 Penalty: 4906.668457
	Iteration 42Q: 3 clusters Score -2478297 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -2478327.250000 Penalty: 4906.668457
	Iteration 43Q: 3 clusters Score -2478327 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -2478362.750000 Penalty: 4906.668457
	Iteration 44Q: 3 clusters Score -2478363 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -2478387.250000 Penalty: 4906.668457
	Iteration 45Q: 3 clusters Score -2478387 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -2478425.750000 Penalty: 4906.668457
	Iteration 46Q: 3 clusters Score -2478426 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -2478455.250000 Penalty: 4906.668457
	Iteration 47Q: 3 clusters Score -2478455 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -2478480.750000 Penalty: 4906.668457
	Iteration 48Q: 3 clusters Score -2478481 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -2478500.250000 Penalty: 4906.668457
	Iteration 49Q: 3 clusters Score -2478500 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -2478512.750000 Penalty: 4906.668457
	Iteration 50Q: 3 clusters Score -2478513 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -2478529.500000 Penalty: 4906.668457
	Iteration 51Q: 3 clusters Score -2478530 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -2478542.750000 Penalty: 4906.668457
	Iteration 52Q: 3 clusters Score -2478543 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -2478559.250000 Penalty: 4906.668457
	Iteration 53Q: 3 clusters Score -2478559 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -2478580.000000 Penalty: 4906.668457
	Iteration 54Q: 3 clusters Score -2478580 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -2478596.500000 Penalty: 4906.668457
	Iteration 55Q: 3 clusters Score -2478596 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -2478603.000000 Penalty: 4906.668457
	Iteration 56Q: 3 clusters Score -2478603 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -2478617.500000 Penalty: 4906.668457
	Iteration 57Q: 3 clusters Score -2478618 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -2478621.750000 Penalty: 4906.668457
	Iteration 58Q: 3 clusters Score -2478622 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -2478639.000000 Penalty: 4906.668457
	Iteration 59Q: 3 clusters Score -2478639 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -2478648.750000 Penalty: 4906.668457
	Iteration 60F: 3 clusters Score -2478649 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -2478658.750000 Penalty: 4906.668457
	Iteration 61Q: 3 clusters Score -2478659 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -2478681.500000 Penalty: 4906.668457
	Iteration 62Q: 3 clusters Score -2478682 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -2478706.500000 Penalty: 4906.668457
	Iteration 63Q: 3 clusters Score -2478706 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -2478712.000000 Penalty: 4906.668457
	Iteration 64Q: 3 clusters Score -2478712 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -2478721.750000 Penalty: 4906.668457
	Iteration 65Q: 3 clusters Score -2478722 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -2478730.500000 Penalty: 4906.668457
	Iteration 66Q: 3 clusters Score -2478730 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -2478743.750000 Penalty: 4906.668457
	Iteration 67Q: 3 clusters Score -2478744 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -2478752.500000 Penalty: 4906.668457
	Iteration 68Q: 3 clusters Score -2478752 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -2478760.500000 Penalty: 4906.668457
	Iteration 69Q: 3 clusters Score -2478760 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -2478777.250000 Penalty: 4906.668457
	Iteration 70Q: 3 clusters Score -2478777 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -2478784.750000 Penalty: 4906.668457
	Iteration 71Q: 3 clusters Score -2478785 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -2478793.500000 Penalty: 4906.668457
	Iteration 72Q: 3 clusters Score -2478794 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -2478811.000000 Penalty: 4906.668457
	Iteration 73Q: 3 clusters Score -2478811 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -2478817.250000 Penalty: 4906.668457
	Iteration 74Q: 3 clusters Score -2478817 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -2478823.500000 Penalty: 4906.668457
	Iteration 75Q: 3 clusters Score -2478824 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -2478831.750000 Penalty: 4906.668457
	Iteration 76Q: 3 clusters Score -2478832 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -2478834.250000 Penalty: 4906.668457
	Iteration 77Q: 3 clusters Score -2478834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -2478833.250000 Penalty: 4906.668457
	Iteration 78Q: 3 clusters Score -2478833 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -2478838.250000 Penalty: 4906.668457
	Iteration 79Q: 3 clusters Score -2478838 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -2478843.500000 Penalty: 4906.668457
	Iteration 80F: 3 clusters Score -2478844 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -2478849.750000 Penalty: 4906.668457
	Iteration 81Q: 3 clusters Score -2478850 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -2478849.500000 Penalty: 4906.668457
	Iteration 82Q: 3 clusters Score -2478850 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -2478858.500000 Penalty: 4906.668457
	Iteration 83Q: 3 clusters Score -2478858 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -2478864.250000 Penalty: 4906.668457
	Iteration 84Q: 3 clusters Score -2478864 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -2478866.000000 Penalty: 4906.668457
	Iteration 85Q: 3 clusters Score -2478866 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -2478874.000000 Penalty: 4906.668457
	Iteration 86Q: 3 clusters Score -2478874 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -2478872.250000 Penalty: 4906.668457
	Iteration 87Q: 3 clusters Score -2478872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -2478875.750000 Penalty: 4906.668457
	Iteration 88Q: 3 clusters Score -2478876 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -2478883.500000 Penalty: 4906.668457
	Iteration 89Q: 3 clusters Score -2478884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -2478885.750000 Penalty: 4906.668457
	Iteration 90Q: 3 clusters Score -2478886 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -2478889.750000 Penalty: 4906.668457
	Iteration 91Q: 3 clusters Score -2478890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -2478893.250000 Penalty: 4906.668457
	Iteration 92Q: 3 clusters Score -2478893 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -2478890.500000 Penalty: 4906.668457
	Iteration 93Q: 3 clusters Score -2478890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -2478893.500000 Penalty: 4906.668457
	Iteration 94Q: 3 clusters Score -2478894 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -2478901.750000 Penalty: 4906.668457
	Iteration 95Q: 3 clusters Score -2478902 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -2478908.750000 Penalty: 4906.668457
	Iteration 96Q: 3 clusters Score -2478909 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -2478912.500000 Penalty: 4906.668457
	Iteration 97Q: 3 clusters Score -2478912 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -2478917.500000 Penalty: 4906.668457
	Iteration 98Q: 3 clusters Score -2478918 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -2478924.250000 Penalty: 4906.668457
	Iteration 99Q: 3 clusters Score -2478924 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -2478929.750000 Penalty: 4906.668457
	Iteration 100F: 3 clusters Score -2478930 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -2478934.750000 Penalty: 4906.668457
	Iteration 101Q: 3 clusters Score -2478935 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -2478935.250000 Penalty: 4906.668457
	Iteration 102Q: 3 clusters Score -2478935 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -2478944.250000 Penalty: 4906.668457
	Iteration 103Q: 3 clusters Score -2478944 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -2478949.250000 Penalty: 4906.668457
	Iteration 104Q: 3 clusters Score -2478949 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -2478950.750000 Penalty: 4906.668457
	Iteration 105Q: 3 clusters Score -2478951 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -2478958.250000 Penalty: 4906.668457
	Iteration 106Q: 3 clusters Score -2478958 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -2478966.000000 Penalty: 4906.668457
	Iteration 107Q: 3 clusters Score -2478966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -2478967.750000 Penalty: 4906.668457
	Iteration 108Q: 3 clusters Score -2478968 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -2478975.750000 Penalty: 4906.668457
	Iteration 109Q: 3 clusters Score -2478976 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -2478975.250000 Penalty: 4906.668457
	Iteration 110Q: 3 clusters Score -2478975 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 17922 members 
Entering Unmasked Estep 
Score: -2478974.500000 Penalty: 4906.668457
	Iteration 111Q: 3 clusters Score -2478974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -2478985.000000 Penalty: 4906.668457
	Iteration 112Q: 3 clusters Score -2478985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 17951 members 
Entering Unmasked Estep 
Score: -2478985.000000 Penalty: 4906.668457
	Iteration 113Q: 3 clusters Score -2478985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -2478983.000000 Penalty: 4906.668457
	Iteration 114Q: 3 clusters Score -2478983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -2478983.250000 Penalty: 4906.668457
	Iteration 115Q: 3 clusters Score -2478983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -2478983.750000 Penalty: 4906.668457
	Iteration 116Q: 3 clusters Score -2478984 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -2478988.750000 Penalty: 4906.668457
	Iteration 117Q: 3 clusters Score -2478989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -2478989.000000 Penalty: 4906.668457
	Iteration 118Q: 3 clusters Score -2478989 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -2478988.500000 Penalty: 4906.668457
	Iteration 119Q: 3 clusters Score -2478988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -2478992.250000 Penalty: 4906.668457
	Iteration 120F: 3 clusters Score -2478992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -2478993.000000 Penalty: 4906.668457
	Iteration 121Q: 3 clusters Score -2478993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -2478997.250000 Penalty: 4906.668457
	Iteration 122Q: 3 clusters Score -2478997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -2478997.250000 Penalty: 4906.668457
	Iteration 123Q: 3 clusters Score -2478997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -2478996.500000 Penalty: 4906.668457
	Iteration 124Q: 3 clusters Score -2478996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -2479003.000000 Penalty: 4906.668457
	Iteration 125Q: 3 clusters Score -2479003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -2479004.750000 Penalty: 4906.668457
	Iteration 126Q: 3 clusters Score -2479005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -2479002.750000 Penalty: 4906.668457
	Iteration 127Q: 3 clusters Score -2479003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -2479000.750000 Penalty: 4906.668457
	Iteration 128Q: 3 clusters Score -2479001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -2479004.000000 Penalty: 4906.668457
	Iteration 129Q: 3 clusters Score -2479004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -2479002.000000 Penalty: 4906.668457
	Iteration 130Q: 3 clusters Score -2479002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -2479002.750000 Penalty: 4906.668457
	Iteration 131Q: 3 clusters Score -2479003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -2479003.750000 Penalty: 4906.668457
	Iteration 132Q: 3 clusters Score -2479004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -2479006.750000 Penalty: 4906.668457
	Iteration 133Q: 3 clusters Score -2479007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -2479007.250000 Penalty: 4906.668457
	Iteration 134Q: 3 clusters Score -2479007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -2479014.500000 Penalty: 4906.668457
	Iteration 135Q: 3 clusters Score -2479014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -2479011.000000 Penalty: 4906.668457
	Iteration 136Q: 3 clusters Score -2479011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -2479015.750000 Penalty: 4906.668457
	Iteration 137Q: 3 clusters Score -2479016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -2479016.750000 Penalty: 4906.668457
	Iteration 138Q: 3 clusters Score -2479017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -2479016.500000 Penalty: 4906.668457
	Iteration 139Q: 3 clusters Score -2479016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -2479016.500000 Penalty: 4906.668457
	Iteration 140F: 3 clusters Score -2479016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -2479016.500000 Penalty: 4906.668457
	Iteration 141Q: 3 clusters Score -2479016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -2479014.750000 Penalty: 4906.668457
	Iteration 142Q: 3 clusters Score -2479015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -2479013.500000 Penalty: 4906.668457
	Iteration 143Q: 3 clusters Score -2479014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -2479013.500000 Penalty: 4906.668457
	Iteration 144F: 3 clusters Score -2479014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (61194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61194 members 
Entering Unmasked Estep 
Score: -7436898.500000 Penalty: 2733.407715
	Iteration 0F: 2 clusters Score -7436898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -7395555.000000 Penalty: 5466.815430
	Iteration 0F: 3 clusters Score -7395555 nChanged 28540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29186 members 
Mstep: Class 2 contains 32008 members 
Entering Unmasked Estep 
Score: -7411554.500000 Penalty: 5466.815430
	Iteration 1F: 3 clusters Score -7411554 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
Score: -7412179.000000 Penalty: 5466.815430
	Iteration 2Q: 3 clusters Score -7412179 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -7412855.000000 Penalty: 5466.815430
	Iteration 3Q: 3 clusters Score -7412855 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
Score: -7413783.000000 Penalty: 5466.815430
	Iteration 4Q: 3 clusters Score -7413783 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 39067 members 
Entering Unmasked Estep 
Score: -7415277.500000 Penalty: 5466.815430
	Iteration 5Q: 3 clusters Score -7415278 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 42945 members 
Entering Unmasked Estep 
Score: -7417795.500000 Penalty: 5466.815430
	Iteration 6F: 3 clusters Score -7417796 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 47794 members 
Entering Unmasked Estep 
Score: -7421629.500000 Penalty: 5466.815430
	Iteration 7F: 3 clusters Score -7421630 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 53050 members 
Entering Unmasked Estep 
Score: -7426443.500000 Penalty: 5466.815430
	Iteration 8F: 3 clusters Score -7426444 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 57352 members 
Entering Unmasked Estep 
Score: -7430666.500000 Penalty: 5466.815430
	Iteration 9F: 3 clusters Score -7430666 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 59846 members 
Entering Unmasked Estep 
Score: -7433069.000000 Penalty: 5466.815430
	Iteration 10Q: 3 clusters Score -7433069 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 60717 members 
Entering Unmasked Estep 
Score: -7433970.500000 Penalty: 5466.815430
	Iteration 11Q: 3 clusters Score -7433970 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 60934 members 
Entering Unmasked Estep 
Score: -7434227.500000 Penalty: 5466.815430
	Iteration 12Q: 3 clusters Score -7434228 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 60991 members 
Entering Unmasked Estep 
Score: -7434320.500000 Penalty: 5466.815430
	Iteration 13Q: 3 clusters Score -7434320 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 61010 members 
Entering Unmasked Estep 
Score: -7434379.000000 Penalty: 5466.815430
	Iteration 14Q: 3 clusters Score -7434379 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 61025 members 
Entering Unmasked Estep 
Score: -7434419.500000 Penalty: 5466.815430
	Iteration 15Q: 3 clusters Score -7434420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 61029 members 
Entering Unmasked Estep 
Score: -7434445.500000 Penalty: 5466.815430
	Iteration 16Q: 3 clusters Score -7434446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 61034 members 
Entering Unmasked Estep 
Score: -7434458.500000 Penalty: 5466.815430
	Iteration 17Q: 3 clusters Score -7434458 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 61039 members 
Entering Unmasked Estep 
Score: -7434467.000000 Penalty: 5466.815430
	Iteration 18Q: 3 clusters Score -7434467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 61040 members 
Entering Unmasked Estep 
Score: -7434478.000000 Penalty: 5466.815430
	Iteration 19Q: 3 clusters Score -7434478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 61039 members 
Entering Unmasked Estep 
Score: -7434482.500000 Penalty: 5466.815430
	Iteration 20F: 3 clusters Score -7434482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 61040 members 
Entering Unmasked Estep 
Score: -7434476.000000 Penalty: 5466.815430
	Iteration 21Q: 3 clusters Score -7434476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 61040 members 
Entering Unmasked Estep 
Score: -7434476.000000 Penalty: 5466.815430
	Iteration 22F: 3 clusters Score -7434476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (76978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76978 members 
Entering Unmasked Estep 
Score: -9732288.000000 Penalty: 2790.316162
	Iteration 0F: 2 clusters Score -9732288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38378 members 
Mstep: Class 2 contains 38600 members 
Entering Unmasked Estep 
Score: -9680653.000000 Penalty: 5580.632324
	Iteration 0F: 3 clusters Score -9680653 nChanged 36201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 39453 members 
Entering Unmasked Estep 
Score: -9700892.000000 Penalty: 5580.632324
	Iteration 1F: 3 clusters Score -9700892 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37078 members 
Mstep: Class 2 contains 39900 members 
Entering Unmasked Estep 
Score: -9701571.000000 Penalty: 5580.632324
	Iteration 2Q: 3 clusters Score -9701571 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 40528 members 
Entering Unmasked Estep 
Score: -9702185.000000 Penalty: 5580.632324
	Iteration 3Q: 3 clusters Score -9702185 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Mstep: Class 2 contains 41460 members 
Entering Unmasked Estep 
Score: -9702908.000000 Penalty: 5580.632324
	Iteration 4Q: 3 clusters Score -9702908 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34105 members 
Mstep: Class 2 contains 42873 members 
Entering Unmasked Estep 
Score: -9703744.000000 Penalty: 5580.632324
	Iteration 5Q: 3 clusters Score -9703744 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32082 members 
Mstep: Class 2 contains 44896 members 
Entering Unmasked Estep 
Score: -9704865.000000 Penalty: 5580.632324
	Iteration 6Q: 3 clusters Score -9704865 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29243 members 
Mstep: Class 2 contains 47735 members 
Entering Unmasked Estep 
Score: -9706455.000000 Penalty: 5580.632324
	Iteration 7Q: 3 clusters Score -9706455 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 51445 members 
Entering Unmasked Estep 
Score: -9708968.000000 Penalty: 5580.632324
	Iteration 8F: 3 clusters Score -9708968 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 56143 members 
Entering Unmasked Estep 
Score: -9712495.000000 Penalty: 5580.632324
	Iteration 9F: 3 clusters Score -9712495 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 61253 members 
Entering Unmasked Estep 
Score: -9716783.000000 Penalty: 5580.632324
	Iteration 10F: 3 clusters Score -9716783 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 66059 members 
Entering Unmasked Estep 
Score: -9721075.000000 Penalty: 5580.632324
	Iteration 11F: 3 clusters Score -9721075 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 69971 members 
Entering Unmasked Estep 
Score: -9724438.000000 Penalty: 5580.632324
	Iteration 12F: 3 clusters Score -9724438 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 72702 members 
Entering Unmasked Estep 
Score: -9726747.000000 Penalty: 5580.632324
	Iteration 13Q: 3 clusters Score -9726747 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 74390 members 
Entering Unmasked Estep 
Score: -9728084.000000 Penalty: 5580.632324
	Iteration 14Q: 3 clusters Score -9728084 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 75357 members 
Entering Unmasked Estep 
Score: -9728904.000000 Penalty: 5580.632324
	Iteration 15Q: 3 clusters Score -9728904 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 75877 members 
Entering Unmasked Estep 
Score: -9729279.000000 Penalty: 5580.632324
	Iteration 16Q: 3 clusters Score -9729279 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 76123 members 
Entering Unmasked Estep 
Score: -9729515.000000 Penalty: 5580.632324
	Iteration 17Q: 3 clusters Score -9729515 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 76270 members 
Entering Unmasked Estep 
Score: -9729651.000000 Penalty: 5580.632324
	Iteration 18Q: 3 clusters Score -9729651 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 76356 members 
Entering Unmasked Estep 
Score: -9729728.000000 Penalty: 5580.632324
	Iteration 19Q: 3 clusters Score -9729728 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 76407 members 
Entering Unmasked Estep 
Score: -9729758.000000 Penalty: 5580.632324
	Iteration 20F: 3 clusters Score -9729758 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 76433 members 
Entering Unmasked Estep 
Score: -9729798.000000 Penalty: 5580.632324
	Iteration 21Q: 3 clusters Score -9729798 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 76449 members 
Entering Unmasked Estep 
Score: -9729847.000000 Penalty: 5580.632324
	Iteration 22Q: 3 clusters Score -9729847 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 76474 members 
Entering Unmasked Estep 
Score: -9729868.000000 Penalty: 5580.632324
	Iteration 23Q: 3 clusters Score -9729868 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 76492 members 
Entering Unmasked Estep 
Score: -9729877.000000 Penalty: 5580.632324
	Iteration 24Q: 3 clusters Score -9729877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 76499 members 
Entering Unmasked Estep 
Score: -9729887.000000 Penalty: 5580.632324
	Iteration 25Q: 3 clusters Score -9729887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 76508 members 
Entering Unmasked Estep 
Score: -9729908.000000 Penalty: 5580.632324
	Iteration 26Q: 3 clusters Score -9729908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 76516 members 
Entering Unmasked Estep 
Score: -9729906.000000 Penalty: 5580.632324
	Iteration 27Q: 3 clusters Score -9729906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 76523 members 
Entering Unmasked Estep 
Score: -9729898.000000 Penalty: 5580.632324
	Iteration 28Q: 3 clusters Score -9729898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 76525 members 
Entering Unmasked Estep 
Score: -9729913.000000 Penalty: 5580.632324
	Iteration 29Q: 3 clusters Score -9729913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 76530 members 
Entering Unmasked Estep 
Score: -9729913.000000 Penalty: 5580.632324
	Iteration 30Q: 3 clusters Score -9729913 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 76539 members 
Entering Unmasked Estep 
Score: -9729915.000000 Penalty: 5580.632324
	Iteration 31Q: 3 clusters Score -9729915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 76543 members 
Entering Unmasked Estep 
Score: -9729916.000000 Penalty: 5580.632324
	Iteration 32Q: 3 clusters Score -9729916 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 76545 members 
Entering Unmasked Estep 
Score: -9729922.000000 Penalty: 5580.632324
	Iteration 33Q: 3 clusters Score -9729922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 76552 members 
Entering Unmasked Estep 
Score: -9729925.000000 Penalty: 5580.632324
	Iteration 34Q: 3 clusters Score -9729925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 76557 members 
Entering Unmasked Estep 
Score: -9729930.000000 Penalty: 5580.632324
	Iteration 35Q: 3 clusters Score -9729930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 76559 members 
Entering Unmasked Estep 
Score: -9729934.000000 Penalty: 5580.632324
	Iteration 36Q: 3 clusters Score -9729934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 76560 members 
Entering Unmasked Estep 
Score: -9729928.000000 Penalty: 5580.632324
	Iteration 37Q: 3 clusters Score -9729928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 76560 members 
Entering Unmasked Estep 
Score: -9729928.000000 Penalty: 5580.632324
	Iteration 38F: 3 clusters Score -9729928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Entering Unmasked Estep 
Score: -152052.328125 Penalty: 1783.847656
	Iteration 0F: 2 clusters Score -152052.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -149953.750000 Penalty: 3567.695312
	Iteration 0F: 3 clusters Score -149953.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -150503.281250 Penalty: 3567.695312
	Iteration 1F: 3 clusters Score -150503.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -150749.078125 Penalty: 3567.695312
	Iteration 2F: 3 clusters Score -150749.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -151003.500000 Penalty: 3567.695312
	Iteration 3F: 3 clusters Score -151003.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -151413.500000 Penalty: 3567.695312
	Iteration 4F: 3 clusters Score -151413.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -151747.078125 Penalty: 3567.695312
	Iteration 5Q: 3 clusters Score -151747.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -151898.703125 Penalty: 3567.695312
	Iteration 6Q: 3 clusters Score -151898.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -152020.328125 Penalty: 3567.695312
	Iteration 7F: 3 clusters Score -152020.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -152118.281250 Penalty: 3567.695312
	Iteration 8Q: 3 clusters Score -152118.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -152213.390625 Penalty: 3567.695312
	Iteration 9Q: 3 clusters Score -152213.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -152310.296875 Penalty: 3567.695312
	Iteration 10Q: 3 clusters Score -152310.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -152435.703125 Penalty: 3567.695312
	Iteration 11Q: 3 clusters Score -152435.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -152542.109375 Penalty: 3567.695312
	Iteration 12Q: 3 clusters Score -152542.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -152638.203125 Penalty: 3567.695312
	Iteration 13Q: 3 clusters Score -152638.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -152684.156250 Penalty: 3567.695312
	Iteration 14Q: 3 clusters Score -152684.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -152713.703125 Penalty: 3567.695312
	Iteration 15Q: 3 clusters Score -152713.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -152739.015625 Penalty: 3567.695312
	Iteration 16Q: 3 clusters Score -152739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -152750.625000 Penalty: 3567.695312
	Iteration 17Q: 3 clusters Score -152750.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -152752.171875 Penalty: 3567.695312
	Iteration 18Q: 3 clusters Score -152752.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -152752.171875 Penalty: 3567.695312
	Iteration 19F: 3 clusters Score -152752.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 26261 members 
Mstep: Class 3 contains 45137 members 
Mstep: Class 4 contains 216942 members 
Mstep: Class 5 contains 13615 members 
Mstep: Class 6 contains 6626 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60756 members 
Mstep: Class 9 contains 42502 members 
Mstep: Class 10 contains 22072 members 
Mstep: Class 11 contains 6016 members 
Mstep: Class 12 contains 17681 members 
Mstep: Class 13 contains 33093 members 
Mstep: Class 14 contains 2247 members 
Mstep: Class 15 contains 4224 members 
Mstep: Class 16 contains 2003 members 
Mstep: Class 17 contains 2709 members 
Mstep: Class 18 contains 189090 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 19781 members 
Mstep: Class 21 contains 61194 members 
Mstep: Class 22 contains 372 members 
Mstep: Class 23 contains 76978 members 
Mstep: Class 24 contains 958 members 
Entering Unmasked Estep 
Score: -104760184.000000 Penalty: 81314.312500
Splitting cluster 24 changes total score from -104761008.000000 to -104760184.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 26261 members 
Mstep: Class 3 contains 45137 members 
Mstep: Class 4 contains 216942 members 
Mstep: Class 5 contains 13615 members 
Mstep: Class 6 contains 6626 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60756 members 
Mstep: Class 9 contains 42502 members 
Mstep: Class 10 contains 22072 members 
Mstep: Class 11 contains 6016 members 
Mstep: Class 12 contains 17681 members 
Mstep: Class 13 contains 33093 members 
Mstep: Class 14 contains 2247 members 
Mstep: Class 15 contains 4224 members 
Mstep: Class 16 contains 2003 members 
Mstep: Class 17 contains 2709 members 
Mstep: Class 18 contains 189090 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 19781 members 
Mstep: Class 21 contains 61194 members 
Mstep: Class 23 contains 76978 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761072.000000 Penalty: 77926.218750
Iteration 479Q: 24 clusters Score -1.047611e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 26258 members 
Mstep: Class 3 contains 45132 members 
Mstep: Class 4 contains 216939 members 
Mstep: Class 5 contains 13614 members 
Mstep: Class 6 contains 6626 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60757 members 
Mstep: Class 9 contains 42500 members 
Mstep: Class 10 contains 22072 members 
Mstep: Class 11 contains 6016 members 
Mstep: Class 12 contains 17680 members 
Mstep: Class 13 contains 33093 members 
Mstep: Class 14 contains 2248 members 
Mstep: Class 15 contains 4224 members 
Mstep: Class 16 contains 2003 members 
Mstep: Class 17 contains 2709 members 
Mstep: Class 18 contains 189073 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 19785 members 
Mstep: Class 21 contains 61192 members 
Mstep: Class 23 contains 77006 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760968.000000 Penalty: 77926.218750
Iteration 480F: 24 clusters Score -1.04761e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 26257 members 
Mstep: Class 3 contains 45133 members 
Mstep: Class 4 contains 216937 members 
Mstep: Class 5 contains 13614 members 
Mstep: Class 6 contains 6626 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60762 members 
Mstep: Class 9 contains 42498 members 
Mstep: Class 10 contains 22071 members 
Mstep: Class 11 contains 6016 members 
Mstep: Class 12 contains 17679 members 
Mstep: Class 13 contains 33088 members 
Mstep: Class 14 contains 2248 members 
Mstep: Class 15 contains 4224 members 
Mstep: Class 16 contains 2003 members 
Mstep: Class 17 contains 2709 members 
Mstep: Class 18 contains 189050 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 19785 members 
Mstep: Class 21 contains 61193 members 
Mstep: Class 23 contains 77034 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760912.000000 Penalty: 77926.218750
Iteration 481Q: 24 clusters Score -1.047609e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 26253 members 
Mstep: Class 3 contains 45133 members 
Mstep: Class 4 contains 216952 members 
Mstep: Class 5 contains 13614 members 
Mstep: Class 6 contains 6626 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60762 members 
Mstep: Class 9 contains 42501 members 
Mstep: Class 10 contains 22070 members 
Mstep: Class 11 contains 6016 members 
Mstep: Class 12 contains 17677 members 
Mstep: Class 13 contains 33087 members 
Mstep: Class 14 contains 2248 members 
Mstep: Class 15 contains 4224 members 
Mstep: Class 16 contains 2003 members 
Mstep: Class 17 contains 2709 members 
Mstep: Class 18 contains 189012 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 19785 members 
Mstep: Class 21 contains 61198 members 
Mstep: Class 23 contains 77057 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761080.000000 Penalty: 77926.218750
Iteration 482Q: 24 clusters Score -1.047611e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 26254 members 
Mstep: Class 3 contains 45133 members 
Mstep: Class 4 contains 216956 members 
Mstep: Class 5 contains 13612 members 
Mstep: Class 6 contains 6626 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60763 members 
Mstep: Class 9 contains 42500 members 
Mstep: Class 10 contains 22070 members 
Mstep: Class 11 contains 6016 members 
Mstep: Class 12 contains 17678 members 
Mstep: Class 13 contains 33083 members 
Mstep: Class 14 contains 2248 members 
Mstep: Class 15 contains 4224 members 
Mstep: Class 16 contains 2003 members 
Mstep: Class 17 contains 2709 members 
Mstep: Class 18 contains 188983 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 19785 members 
Mstep: Class 21 contains 61196 members 
Mstep: Class 23 contains 77088 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761048.000000 Penalty: 77926.218750
Iteration 483Q: 24 clusters Score -1.04761e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 26255 members 
Mstep: Class 3 contains 45136 members 
Mstep: Class 4 contains 216969 members 
Mstep: Class 5 contains 13610 members 
Mstep: Class 6 contains 6626 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60766 members 
Mstep: Class 9 contains 42500 members 
Mstep: Class 10 contains 22069 members 
Mstep: Class 11 contains 6016 members 
Mstep: Class 12 contains 17677 members 
Mstep: Class 13 contains 33081 members 
Mstep: Class 14 contains 2248 members 
Mstep: Class 15 contains 4225 members 
Mstep: Class 16 contains 2003 members 
Mstep: Class 17 contains 2709 members 
Mstep: Class 18 contains 188948 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 19786 members 
Mstep: Class 21 contains 61192 members 
Mstep: Class 23 contains 77111 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761104.000000 Penalty: 77926.218750
Iteration 484Q: 24 clusters Score -1.047611e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 26254 members 
Mstep: Class 3 contains 45133 members 
Mstep: Class 4 contains 216981 members 
Mstep: Class 5 contains 13610 members 
Mstep: Class 6 contains 6626 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60771 members 
Mstep: Class 9 contains 42496 members 
Mstep: Class 10 contains 22068 members 
Mstep: Class 11 contains 6016 members 
Mstep: Class 12 contains 17677 members 
Mstep: Class 13 contains 33079 members 
Mstep: Class 14 contains 2248 members 
Mstep: Class 15 contains 4226 members 
Mstep: Class 16 contains 2002 members 
Mstep: Class 17 contains 2709 members 
Mstep: Class 18 contains 188916 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 19786 members 
Mstep: Class 21 contains 61190 members 
Mstep: Class 23 contains 77139 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761176.000000 Penalty: 77926.218750
Iteration 485Q: 24 clusters Score -1.047612e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 26257 members 
Mstep: Class 3 contains 45134 members 
Mstep: Class 4 contains 216998 members 
Mstep: Class 5 contains 13610 members 
Mstep: Class 6 contains 6626 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60772 members 
Mstep: Class 9 contains 42493 members 
Mstep: Class 10 contains 22067 members 
Mstep: Class 11 contains 6016 members 
Mstep: Class 12 contains 17676 members 
Mstep: Class 13 contains 33076 members 
Mstep: Class 14 contains 2248 members 
Mstep: Class 15 contains 4226 members 
Mstep: Class 16 contains 2002 members 
Mstep: Class 17 contains 2709 members 
Mstep: Class 18 contains 188882 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 19786 members 
Mstep: Class 21 contains 61188 members 
Mstep: Class 23 contains 77161 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761040.000000 Penalty: 77926.218750
Iteration 486Q: 24 clusters Score -1.04761e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 26256 members 
Mstep: Class 3 contains 45135 members 
Mstep: Class 4 contains 217014 members 
Mstep: Class 5 contains 13609 members 
Mstep: Class 6 contains 6626 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60776 members 
Mstep: Class 9 contains 42493 members 
Mstep: Class 10 contains 22067 members 
Mstep: Class 11 contains 6016 members 
Mstep: Class 12 contains 17674 members 
Mstep: Class 13 contains 33073 members 
Mstep: Class 14 contains 2247 members 
Mstep: Class 15 contains 4226 members 
Mstep: Class 16 contains 2002 members 
Mstep: Class 17 contains 2709 members 
Mstep: Class 18 contains 188831 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 19787 members 
Mstep: Class 21 contains 61190 members 
Mstep: Class 23 contains 77196 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761024.000000 Penalty: 77926.218750
Iteration 487Q: 24 clusters Score -1.04761e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 26254 members 
Mstep: Class 3 contains 45136 members 
Mstep: Class 4 contains 217007 members 
Mstep: Class 5 contains 13607 members 
Mstep: Class 6 contains 6626 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60781 members 
Mstep: Class 9 contains 42493 members 
Mstep: Class 10 contains 22067 members 
Mstep: Class 11 contains 6016 members 
Mstep: Class 12 contains 17673 members 
Mstep: Class 13 contains 33071 members 
Mstep: Class 14 contains 2247 members 
Mstep: Class 15 contains 4226 members 
Mstep: Class 16 contains 2002 members 
Mstep: Class 17 contains 2709 members 
Mstep: Class 18 contains 188800 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 19789 members 
Mstep: Class 21 contains 61188 members 
Mstep: Class 23 contains 77235 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761160.000000 Penalty: 77926.218750
Iteration 488Q: 24 clusters Score -1.047612e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 26256 members 
Mstep: Class 3 contains 45138 members 
Mstep: Class 4 contains 217002 members 
Mstep: Class 5 contains 13606 members 
Mstep: Class 6 contains 6626 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60787 members 
Mstep: Class 9 contains 42493 members 
Mstep: Class 10 contains 22065 members 
Mstep: Class 11 contains 6016 members 
Mstep: Class 12 contains 17671 members 
Mstep: Class 13 contains 33064 members 
Mstep: Class 14 contains 2247 members 
Mstep: Class 15 contains 4227 members 
Mstep: Class 16 contains 2002 members 
Mstep: Class 17 contains 2709 members 
Mstep: Class 18 contains 188771 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 19790 members 
Mstep: Class 21 contains 61186 members 
Mstep: Class 23 contains 77271 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761096.000000 Penalty: 77926.218750
Iteration 489Q: 24 clusters Score -1.047611e+08 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 26257 members 
Mstep: Class 3 contains 45138 members 
Mstep: Class 4 contains 217001 members 
Mstep: Class 5 contains 13606 members 
Mstep: Class 6 contains 6626 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60791 members 
Mstep: Class 9 contains 42492 members 
Mstep: Class 10 contains 22064 members 
Mstep: Class 11 contains 6016 members 
Mstep: Class 12 contains 17670 members 
Mstep: Class 13 contains 33058 members 
Mstep: Class 14 contains 2248 members 
Mstep: Class 15 contains 4228 members 
Mstep: Class 16 contains 2002 members 
Mstep: Class 17 contains 2709 members 
Mstep: Class 18 contains 188748 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 19789 members 
Mstep: Class 21 contains 61182 members 
Mstep: Class 23 contains 77302 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761200.000000 Penalty: 77926.218750
Iteration 490Q: 24 clusters Score -1.047612e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 26257 members 
Mstep: Class 3 contains 45138 members 
Mstep: Class 4 contains 216989 members 
Mstep: Class 5 contains 13606 members 
Mstep: Class 6 contains 6626 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60798 members 
Mstep: Class 9 contains 42490 members 
Mstep: Class 10 contains 22065 members 
Mstep: Class 11 contains 6016 members 
Mstep: Class 12 contains 17670 members 
Mstep: Class 13 contains 33056 members 
Mstep: Class 14 contains 2249 members 
Mstep: Class 15 contains 4228 members 
Mstep: Class 16 contains 2003 members 
Mstep: Class 17 contains 2709 members 
Mstep: Class 18 contains 188729 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 19789 members 
Mstep: Class 21 contains 61177 members 
Mstep: Class 23 contains 77332 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761192.000000 Penalty: 77926.218750
Iteration 491Q: 24 clusters Score -1.047612e+08 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 26257 members 
Mstep: Class 3 contains 45137 members 
Mstep: Class 4 contains 216980 members 
Mstep: Class 5 contains 13606 members 
Mstep: Class 6 contains 6626 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60802 members 
Mstep: Class 9 contains 42490 members 
Mstep: Class 10 contains 22065 members 
Mstep: Class 11 contains 6016 members 
Mstep: Class 12 contains 17670 members 
Mstep: Class 13 contains 33054 members 
Mstep: Class 14 contains 2250 members 
Mstep: Class 15 contains 4228 members 
Mstep: Class 16 contains 2004 members 
Mstep: Class 17 contains 2709 members 
Mstep: Class 18 contains 188720 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 19790 members 
Mstep: Class 21 contains 61171 members 
Mstep: Class 23 contains 77352 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761104.000000 Penalty: 77926.218750
Iteration 492Q: 24 clusters Score -1.047611e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 26260 members 
Mstep: Class 3 contains 45139 members 
Mstep: Class 4 contains 216963 members 
Mstep: Class 5 contains 13605 members 
Mstep: Class 6 contains 6626 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60806 members 
Mstep: Class 9 contains 42487 members 
Mstep: Class 10 contains 22065 members 
Mstep: Class 11 contains 6016 members 
Mstep: Class 12 contains 17672 members 
Mstep: Class 13 contains 33052 members 
Mstep: Class 14 contains 2252 members 
Mstep: Class 15 contains 4229 members 
Mstep: Class 16 contains 2004 members 
Mstep: Class 17 contains 2709 members 
Mstep: Class 18 contains 188700 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 19789 members 
Mstep: Class 21 contains 61166 members 
Mstep: Class 23 contains 77387 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761016.000000 Penalty: 77926.218750
Iteration 493Q: 24 clusters Score -1.04761e+08 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 26260 members 
Mstep: Class 3 contains 45140 members 
Mstep: Class 4 contains 216946 members 
Mstep: Class 5 contains 13605 members 
Mstep: Class 6 contains 6626 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60808 members 
Mstep: Class 9 contains 42486 members 
Mstep: Class 10 contains 22066 members 
Mstep: Class 11 contains 6016 members 
Mstep: Class 12 contains 17673 members 
Mstep: Class 13 contains 33046 members 
Mstep: Class 14 contains 2255 members 
Mstep: Class 15 contains 4229 members 
Mstep: Class 16 contains 2004 members 
Mstep: Class 17 contains 2709 members 
Mstep: Class 18 contains 188696 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 19789 members 
Mstep: Class 21 contains 61161 members 
Mstep: Class 23 contains 77412 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761008.000000 Penalty: 77926.218750
Iteration 494Q: 24 clusters Score -1.04761e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 26261 members 
Mstep: Class 3 contains 45141 members 
Mstep: Class 4 contains 216946 members 
Mstep: Class 5 contains 13605 members 
Mstep: Class 6 contains 6626 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60808 members 
Mstep: Class 9 contains 42483 members 
Mstep: Class 10 contains 22063 members 
Mstep: Class 11 contains 6015 members 
Mstep: Class 12 contains 17675 members 
Mstep: Class 13 contains 33039 members 
Mstep: Class 14 contains 2255 members 
Mstep: Class 15 contains 4230 members 
Mstep: Class 16 contains 2004 members 
Mstep: Class 17 contains 2709 members 
Mstep: Class 18 contains 188677 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 19790 members 
Mstep: Class 21 contains 61159 members 
Mstep: Class 23 contains 77441 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760984.000000 Penalty: 77926.218750
Iteration 495Q: 24 clusters Score -1.04761e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 26261 members 
Mstep: Class 3 contains 45140 members 
Mstep: Class 4 contains 216954 members 
Mstep: Class 5 contains 13604 members 
Mstep: Class 6 contains 6626 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60803 members 
Mstep: Class 9 contains 42484 members 
Mstep: Class 10 contains 22063 members 
Mstep: Class 11 contains 6015 members 
Mstep: Class 12 contains 17674 members 
Mstep: Class 13 contains 33039 members 
Mstep: Class 14 contains 2255 members 
Mstep: Class 15 contains 4230 members 
Mstep: Class 16 contains 2004 members 
Mstep: Class 17 contains 2709 members 
Mstep: Class 18 contains 188659 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 19791 members 
Mstep: Class 21 contains 61156 members 
Mstep: Class 23 contains 77460 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760976.000000 Penalty: 77926.218750
Iteration 496Q: 24 clusters Score -1.04761e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 26262 members 
Mstep: Class 3 contains 45141 members 
Mstep: Class 4 contains 216959 members 
Mstep: Class 5 contains 13603 members 
Mstep: Class 6 contains 6626 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60807 members 
Mstep: Class 9 contains 42483 members 
Mstep: Class 10 contains 22063 members 
Mstep: Class 11 contains 6015 members 
Mstep: Class 12 contains 17675 members 
Mstep: Class 13 contains 33034 members 
Mstep: Class 14 contains 2255 members 
Mstep: Class 15 contains 4230 members 
Mstep: Class 16 contains 2004 members 
Mstep: Class 17 contains 2709 members 
Mstep: Class 18 contains 188633 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 19791 members 
Mstep: Class 21 contains 61152 members 
Mstep: Class 23 contains 77485 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104761008.000000 Penalty: 77926.218750
Iteration 497Q: 24 clusters Score -1.04761e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 26265 members 
Mstep: Class 3 contains 45140 members 
Mstep: Class 4 contains 216969 members 
Mstep: Class 5 contains 13602 members 
Mstep: Class 6 contains 6626 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60808 members 
Mstep: Class 9 contains 42480 members 
Mstep: Class 10 contains 22063 members 
Mstep: Class 11 contains 6015 members 
Mstep: Class 12 contains 17677 members 
Mstep: Class 13 contains 33033 members 
Mstep: Class 14 contains 2255 members 
Mstep: Class 15 contains 4230 members 
Mstep: Class 16 contains 2004 members 
Mstep: Class 17 contains 2709 members 
Mstep: Class 18 contains 188619 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 19791 members 
Mstep: Class 21 contains 61148 members 
Mstep: Class 23 contains 77493 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760920.000000 Penalty: 77926.218750
Iteration 498Q: 24 clusters Score -1.047609e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 26263 members 
Mstep: Class 3 contains 45139 members 
Mstep: Class 4 contains 217021 members 
Mstep: Class 5 contains 13601 members 
Mstep: Class 6 contains 6626 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60805 members 
Mstep: Class 9 contains 42480 members 
Mstep: Class 10 contains 22066 members 
Mstep: Class 11 contains 6015 members 
Mstep: Class 12 contains 17676 members 
Mstep: Class 13 contains 33030 members 
Mstep: Class 14 contains 2254 members 
Mstep: Class 15 contains 4230 members 
Mstep: Class 16 contains 2004 members 
Mstep: Class 17 contains 2709 members 
Mstep: Class 18 contains 188580 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 19792 members 
Mstep: Class 21 contains 61142 members 
Mstep: Class 23 contains 77494 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760968.000000 Penalty: 77926.218750
Iteration 499Q: 24 clusters Score -1.04761e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 26262 members 
Mstep: Class 3 contains 45141 members 
Mstep: Class 4 contains 217031 members 
Mstep: Class 5 contains 13602 members 
Mstep: Class 6 contains 6626 members 
Mstep: Class 7 contains 1411 members 
Mstep: Class 8 contains 60807 members 
Mstep: Class 9 contains 42479 members 
Mstep: Class 10 contains 22067 members 
Mstep: Class 11 contains 6014 members 
Mstep: Class 12 contains 17675 members 
Mstep: Class 13 contains 33030 members 
Mstep: Class 14 contains 2255 members 
Mstep: Class 15 contains 4230 members 
Mstep: Class 16 contains 2004 members 
Mstep: Class 17 contains 2709 members 
Mstep: Class 18 contains 188545 members 
Mstep: Class 19 contains 281 members 
Mstep: Class 20 contains 19787 members 
Mstep: Class 21 contains 61143 members 
Mstep: Class 23 contains 77520 members 
Mstep: Class 24 contains 1330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -104760864.000000 Penalty: 77926.218750
Iteration 500F: 24 clusters Score -1.047609e+08 nChanged 116
Maximum iterations exceeded
--- Evaluating fit on full set of 2572252 points ---
Entering Unmasked Estep 
Score: -317654176.000000 Penalty: 84192.703125
25->24 Clusters: Score -317654176.000000, best is -317714432.000000

Main iterations: 0 (time per=infms)
Total iterations: 64265 (time per=520.270316ms)
Iterations metric 2: 4884587872256.000000 (time per=6.845034ns)
Iterations metric 3: 146530812035072.000000 (time per=228.178438ps)

That took 33435.171875 seconds.
